warning: commands will be executed using /bin/sh
job 2222 at Mon Feb  3 21:54:00 2014
FileBase	/isis4/andresg/Achilles/Achilles151_10232013_reo/Achilles151_10232013_reo
ElecNo	9
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	1
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1178186 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1178186 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 61962 members 
Mstep: Class 3 contains 61970 members 
Mstep: Class 4 contains 61797 members 
Mstep: Class 5 contains 62208 members 
Mstep: Class 6 contains 62475 members 
Mstep: Class 7 contains 61845 members 
Mstep: Class 8 contains 61901 members 
Mstep: Class 9 contains 61796 members 
Mstep: Class 10 contains 62122 members 
Mstep: Class 11 contains 62071 members 
Mstep: Class 12 contains 61630 members 
Mstep: Class 13 contains 61840 members 
Mstep: Class 14 contains 61905 members 
Mstep: Class 15 contains 62051 members 
Mstep: Class 16 contains 61851 members 
Mstep: Class 17 contains 62163 members 
Mstep: Class 18 contains 62070 members 
Mstep: Class 19 contains 61771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 191.629959 but Gain 3466.917969
Score: -123727000.000000 Penalty: 62404.425781
Iteration 0F: 19 clusters Score -1.23727e+08 nChanged 1114070
Entering Unmasked Mstep 
Mstep: Class 0 contains 4589 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 11022 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 50984 members 
Mstep: Class 5 contains 6361 members 
Mstep: Class 6 contains 8382 members 
Mstep: Class 7 contains 39512 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 10 contains 33669 members 
Mstep: Class 11 contains 74174 members 
Mstep: Class 12 contains 90852 members 
Mstep: Class 13 contains 60643 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9979 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 92182 members 
Mstep: Class 18 contains 43757 members 
Mstep: Class 19 contains 546389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1337.549805 but Gain 3466.910156
Score: -129553952.000000 Penalty: 58937.515625
Iteration 1F: 18 clusters Score -1.29554e+08 nChanged 449636
Entering Unmasked Mstep 
Mstep: Class 0 contains 792 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 7851 members 
Mstep: Class 3 contains 4964 members 
Mstep: Class 4 contains 25340 members 
Mstep: Class 5 contains 3209 members 
Mstep: Class 6 contains 5013 members 
Mstep: Class 7 contains 23497 members 
Mstep: Class 8 contains 13080 members 
Mstep: Class 10 contains 18764 members 
Mstep: Class 11 contains 59349 members 
Mstep: Class 12 contains 71003 members 
Mstep: Class 13 contains 74789 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 12915 members 
Mstep: Class 17 contains 87857 members 
Mstep: Class 18 contains 42549 members 
Mstep: Class 19 contains 653698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -130985568.000000 Penalty: 58937.515625
Iteration 2F: 18 clusters Score -1.309856e+08 nChanged 271555
Entering Unmasked Mstep 
Mstep: Class 0 contains 544 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 14142 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 16536 members 
Mstep: Class 5 contains 4061 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 17380 members 
Mstep: Class 8 contains 17688 members 
Mstep: Class 10 contains 14997 members 
Mstep: Class 11 contains 57081 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 111822 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 17499 members 
Mstep: Class 17 contains 104746 members 
Mstep: Class 18 contains 43390 members 
Mstep: Class 19 contains 597836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131891848.000000 Penalty: 58937.515625
Iteration 3F: 18 clusters Score -1.318918e+08 nChanged 189713
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 21924 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 13436 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 979 members 
Mstep: Class 7 contains 15751 members 
Mstep: Class 8 contains 19926 members 
Mstep: Class 10 contains 13282 members 
Mstep: Class 11 contains 56055 members 
Mstep: Class 12 contains 79892 members 
Mstep: Class 13 contains 148039 members 
Mstep: Class 14 contains 5100 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 17 contains 115298 members 
Mstep: Class 18 contains 42120 members 
Mstep: Class 19 contains 530901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132270520.000000 Penalty: 58937.515625
Iteration 4F: 18 clusters Score -1.322705e+08 nChanged 129495
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 25611 members 
Mstep: Class 3 contains 3542 members 
Mstep: Class 4 contains 13816 members 
Mstep: Class 5 contains 8271 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 18408 members 
Mstep: Class 8 contains 22693 members 
Mstep: Class 10 contains 12205 members 
Mstep: Class 11 contains 59158 members 
Mstep: Class 12 contains 85606 members 
Mstep: Class 13 contains 176899 members 
Mstep: Class 14 contains 5829 members 
Mstep: Class 15 contains 18284 members 
Mstep: Class 17 contains 118058 members 
Mstep: Class 18 contains 40567 members 
Mstep: Class 19 contains 477805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132490136.000000 Penalty: 58937.515625
Iteration 5F: 18 clusters Score -1.324901e+08 nChanged 99284
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 28108 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 16753 members 
Mstep: Class 5 contains 10678 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 25208 members 
Mstep: Class 8 contains 25023 members 
Mstep: Class 10 contains 12408 members 
Mstep: Class 11 contains 62730 members 
Mstep: Class 12 contains 88911 members 
Mstep: Class 13 contains 197868 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 18086 members 
Mstep: Class 17 contains 115347 members 
Mstep: Class 18 contains 38869 members 
Mstep: Class 19 contains 437992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132637632.000000 Penalty: 58937.515625
Iteration 6F: 18 clusters Score -1.326376e+08 nChanged 83946
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 30196 members 
Mstep: Class 3 contains 7527 members 
Mstep: Class 4 contains 20617 members 
Mstep: Class 5 contains 12712 members 
Mstep: Class 6 contains 1340 members 
Mstep: Class 7 contains 33901 members 
Mstep: Class 8 contains 26674 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 65991 members 
Mstep: Class 12 contains 89644 members 
Mstep: Class 13 contains 212885 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 17944 members 
Mstep: Class 17 contains 110186 members 
Mstep: Class 18 contains 37409 members 
Mstep: Class 19 contains 406591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132739120.000000 Penalty: 58937.515625
Iteration 7F: 18 clusters Score -1.327391e+08 nChanged 68812
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 32122 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 23392 members 
Mstep: Class 5 contains 14370 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 42452 members 
Mstep: Class 8 contains 27869 members 
Mstep: Class 10 contains 14133 members 
Mstep: Class 11 contains 68585 members 
Mstep: Class 12 contains 89606 members 
Mstep: Class 13 contains 222751 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 17805 members 
Mstep: Class 17 contains 104787 members 
Mstep: Class 18 contains 36516 members 
Mstep: Class 19 contains 382783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132791248.000000 Penalty: 58937.515625
Iteration 8F: 18 clusters Score -1.327912e+08 nChanged 56982
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 34126 members 
Mstep: Class 3 contains 13256 members 
Mstep: Class 4 contains 24833 members 
Mstep: Class 5 contains 15714 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 50222 members 
Mstep: Class 8 contains 28653 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 71265 members 
Mstep: Class 12 contains 89981 members 
Mstep: Class 13 contains 230906 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 17658 members 
Mstep: Class 17 contains 100417 members 
Mstep: Class 18 contains 36045 members 
Mstep: Class 19 contains 361755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132833000.000000 Penalty: 58937.515625
Iteration 9Q: 18 clusters Score -1.32833e+08 nChanged 45006
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 15096 members 
Mstep: Class 4 contains 25393 members 
Mstep: Class 5 contains 16869 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 57310 members 
Mstep: Class 8 contains 29200 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 73841 members 
Mstep: Class 12 contains 90438 members 
Mstep: Class 13 contains 237667 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 17483 members 
Mstep: Class 17 contains 96688 members 
Mstep: Class 18 contains 35670 members 
Mstep: Class 19 contains 344075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132865816.000000 Penalty: 58937.515625
Iteration 10Q: 18 clusters Score -1.328658e+08 nChanged 36534
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 38640 members 
Mstep: Class 3 contains 16430 members 
Mstep: Class 4 contains 25775 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 63828 members 
Mstep: Class 8 contains 29604 members 
Mstep: Class 10 contains 14915 members 
Mstep: Class 11 contains 76054 members 
Mstep: Class 12 contains 90806 members 
Mstep: Class 13 contains 243030 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 17365 members 
Mstep: Class 17 contains 93375 members 
Mstep: Class 18 contains 35239 members 
Mstep: Class 19 contains 329772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132888848.000000 Penalty: 58937.515625
Iteration 11Q: 18 clusters Score -1.328888e+08 nChanged 30904
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 41120 members 
Mstep: Class 3 contains 17387 members 
Mstep: Class 4 contains 26011 members 
Mstep: Class 5 contains 18614 members 
Mstep: Class 6 contains 1924 members 
Mstep: Class 7 contains 69790 members 
Mstep: Class 8 contains 29910 members 
Mstep: Class 10 contains 15144 members 
Mstep: Class 11 contains 78160 members 
Mstep: Class 12 contains 91119 members 
Mstep: Class 13 contains 247575 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 17 contains 90254 members 
Mstep: Class 18 contains 34798 members 
Mstep: Class 19 contains 317634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132906552.000000 Penalty: 58937.515625
Iteration 12Q: 18 clusters Score -1.329066e+08 nChanged 25806
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 43647 members 
Mstep: Class 3 contains 18122 members 
Mstep: Class 4 contains 26188 members 
Mstep: Class 5 contains 19302 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 75459 members 
Mstep: Class 8 contains 30116 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 79930 members 
Mstep: Class 12 contains 91404 members 
Mstep: Class 13 contains 251127 members 
Mstep: Class 14 contains 1587 members 
Mstep: Class 15 contains 17178 members 
Mstep: Class 17 contains 87158 members 
Mstep: Class 18 contains 34405 members 
Mstep: Class 19 contains 307545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132919824.000000 Penalty: 58937.515625
Iteration 13Q: 18 clusters Score -1.329198e+08 nChanged 22434
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 46174 members 
Mstep: Class 3 contains 18676 members 
Mstep: Class 4 contains 26310 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 80782 members 
Mstep: Class 8 contains 30247 members 
Mstep: Class 10 contains 15622 members 
Mstep: Class 11 contains 81231 members 
Mstep: Class 12 contains 91740 members 
Mstep: Class 13 contains 253877 members 
Mstep: Class 14 contains 1595 members 
Mstep: Class 15 contains 17133 members 
Mstep: Class 17 contains 84340 members 
Mstep: Class 18 contains 34056 members 
Mstep: Class 19 contains 299120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132929688.000000 Penalty: 58937.515625
Iteration 14Q: 18 clusters Score -1.329297e+08 nChanged 19187
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 48628 members 
Mstep: Class 3 contains 19079 members 
Mstep: Class 4 contains 26411 members 
Mstep: Class 5 contains 20516 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 85777 members 
Mstep: Class 8 contains 30400 members 
Mstep: Class 10 contains 15830 members 
Mstep: Class 11 contains 82121 members 
Mstep: Class 12 contains 92327 members 
Mstep: Class 13 contains 255738 members 
Mstep: Class 14 contains 1601 members 
Mstep: Class 15 contains 17100 members 
Mstep: Class 17 contains 81705 members 
Mstep: Class 18 contains 33776 members 
Mstep: Class 19 contains 292173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132936288.000000 Penalty: 58937.515625
Iteration 15Q: 18 clusters Score -1.329363e+08 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 50959 members 
Mstep: Class 3 contains 19401 members 
Mstep: Class 4 contains 26479 members 
Mstep: Class 5 contains 21092 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 90378 members 
Mstep: Class 8 contains 30486 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 82751 members 
Mstep: Class 12 contains 93245 members 
Mstep: Class 13 contains 256774 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 17 contains 79389 members 
Mstep: Class 18 contains 33547 members 
Mstep: Class 19 contains 286322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132942224.000000 Penalty: 58937.515625
Iteration 16Q: 18 clusters Score -1.329422e+08 nChanged 15513
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 53101 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 21681 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 94888 members 
Mstep: Class 8 contains 30568 members 
Mstep: Class 10 contains 16077 members 
Mstep: Class 11 contains 83055 members 
Mstep: Class 12 contains 94460 members 
Mstep: Class 13 contains 257294 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 17051 members 
Mstep: Class 17 contains 77323 members 
Mstep: Class 18 contains 33381 members 
Mstep: Class 19 contains 281149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132946768.000000 Penalty: 58937.515625
Iteration 17Q: 18 clusters Score -1.329468e+08 nChanged 14623
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 54998 members 
Mstep: Class 3 contains 19774 members 
Mstep: Class 4 contains 26462 members 
Mstep: Class 5 contains 22282 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 99183 members 
Mstep: Class 8 contains 30619 members 
Mstep: Class 10 contains 16193 members 
Mstep: Class 11 contains 83112 members 
Mstep: Class 12 contains 96040 members 
Mstep: Class 13 contains 257340 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 15 contains 17038 members 
Mstep: Class 17 contains 75480 members 
Mstep: Class 18 contains 33242 members 
Mstep: Class 19 contains 276586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132951096.000000 Penalty: 58937.515625
Iteration 18Q: 18 clusters Score -1.329511e+08 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 56763 members 
Mstep: Class 3 contains 19889 members 
Mstep: Class 4 contains 26439 members 
Mstep: Class 5 contains 22916 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 103219 members 
Mstep: Class 8 contains 30643 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 82969 members 
Mstep: Class 12 contains 98021 members 
Mstep: Class 13 contains 257156 members 
Mstep: Class 14 contains 1610 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 17 contains 73900 members 
Mstep: Class 18 contains 33098 members 
Mstep: Class 19 contains 272260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132954984.000000 Penalty: 58937.515625
Iteration 19Q: 18 clusters Score -1.32955e+08 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 58311 members 
Mstep: Class 3 contains 19983 members 
Mstep: Class 4 contains 26415 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 106992 members 
Mstep: Class 8 contains 30689 members 
Mstep: Class 10 contains 16334 members 
Mstep: Class 11 contains 82623 members 
Mstep: Class 12 contains 100477 members 
Mstep: Class 13 contains 256834 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 17018 members 
Mstep: Class 17 contains 72514 members 
Mstep: Class 18 contains 32991 members 
Mstep: Class 19 contains 267929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132961256.000000 Penalty: 58937.515625
Iteration 20F: 18 clusters Score -1.329613e+08 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 59703 members 
Mstep: Class 3 contains 20049 members 
Mstep: Class 4 contains 26375 members 
Mstep: Class 5 contains 24196 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 112017 members 
Mstep: Class 8 contains 30950 members 
Mstep: Class 10 contains 16476 members 
Mstep: Class 11 contains 81679 members 
Mstep: Class 12 contains 103584 members 
Mstep: Class 13 contains 256147 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 16975 members 
Mstep: Class 17 contains 71091 members 
Mstep: Class 18 contains 32864 members 
Mstep: Class 19 contains 262898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132966720.000000 Penalty: 58937.515625
Iteration 21Q: 18 clusters Score -1.329667e+08 nChanged 17639
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 60864 members 
Mstep: Class 3 contains 20089 members 
Mstep: Class 4 contains 26327 members 
Mstep: Class 5 contains 24815 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 117058 members 
Mstep: Class 8 contains 31098 members 
Mstep: Class 10 contains 16507 members 
Mstep: Class 11 contains 80561 members 
Mstep: Class 12 contains 107292 members 
Mstep: Class 13 contains 255361 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 16948 members 
Mstep: Class 17 contains 69873 members 
Mstep: Class 18 contains 32773 members 
Mstep: Class 19 contains 257438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132973864.000000 Penalty: 58937.515625
Iteration 22Q: 18 clusters Score -1.329739e+08 nChanged 18860
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 61718 members 
Mstep: Class 3 contains 20100 members 
Mstep: Class 4 contains 26286 members 
Mstep: Class 5 contains 25427 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 122163 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 10 contains 16501 members 
Mstep: Class 11 contains 79234 members 
Mstep: Class 12 contains 111852 members 
Mstep: Class 13 contains 254463 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 16912 members 
Mstep: Class 17 contains 68762 members 
Mstep: Class 18 contains 32733 members 
Mstep: Class 19 contains 251373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132982560.000000 Penalty: 58937.515625
Iteration 23Q: 18 clusters Score -1.329826e+08 nChanged 20368
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 62303 members 
Mstep: Class 3 contains 20100 members 
Mstep: Class 4 contains 26230 members 
Mstep: Class 5 contains 25999 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 127207 members 
Mstep: Class 8 contains 31110 members 
Mstep: Class 10 contains 16466 members 
Mstep: Class 11 contains 77694 members 
Mstep: Class 12 contains 117581 members 
Mstep: Class 13 contains 253444 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 17 contains 67682 members 
Mstep: Class 18 contains 32724 members 
Mstep: Class 19 contains 244710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132993440.000000 Penalty: 58937.515625
Iteration 24Q: 18 clusters Score -1.329934e+08 nChanged 22339
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 62507 members 
Mstep: Class 3 contains 20028 members 
Mstep: Class 4 contains 26185 members 
Mstep: Class 5 contains 26499 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 7 contains 132293 members 
Mstep: Class 8 contains 31087 members 
Mstep: Class 10 contains 16392 members 
Mstep: Class 11 contains 75911 members 
Mstep: Class 12 contains 124428 members 
Mstep: Class 13 contains 252390 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 17 contains 66675 members 
Mstep: Class 18 contains 32714 members 
Mstep: Class 19 contains 237478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133006816.000000 Penalty: 58937.515625
Iteration 25Q: 18 clusters Score -1.330068e+08 nChanged 24067
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 62354 members 
Mstep: Class 3 contains 19982 members 
Mstep: Class 4 contains 26089 members 
Mstep: Class 5 contains 26939 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 137478 members 
Mstep: Class 8 contains 31059 members 
Mstep: Class 10 contains 16291 members 
Mstep: Class 11 contains 74006 members 
Mstep: Class 12 contains 132615 members 
Mstep: Class 13 contains 250717 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 17 contains 65766 members 
Mstep: Class 18 contains 32714 members 
Mstep: Class 19 contains 229814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133023072.000000 Penalty: 58937.515625
Iteration 26Q: 18 clusters Score -1.330231e+08 nChanged 25077
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 61959 members 
Mstep: Class 3 contains 19942 members 
Mstep: Class 4 contains 25958 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 142506 members 
Mstep: Class 8 contains 31045 members 
Mstep: Class 10 contains 16203 members 
Mstep: Class 11 contains 72102 members 
Mstep: Class 12 contains 141993 members 
Mstep: Class 13 contains 248195 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 16835 members 
Mstep: Class 17 contains 64971 members 
Mstep: Class 18 contains 32734 members 
Mstep: Class 19 contains 222065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133038592.000000 Penalty: 58937.515625
Iteration 27Q: 18 clusters Score -1.330386e+08 nChanged 25161
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 61529 members 
Mstep: Class 3 contains 19917 members 
Mstep: Class 4 contains 25826 members 
Mstep: Class 5 contains 27582 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 147589 members 
Mstep: Class 8 contains 31037 members 
Mstep: Class 10 contains 16128 members 
Mstep: Class 11 contains 70232 members 
Mstep: Class 12 contains 152049 members 
Mstep: Class 13 contains 244741 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 16838 members 
Mstep: Class 17 contains 64237 members 
Mstep: Class 18 contains 32756 members 
Mstep: Class 19 contains 214440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133054680.000000 Penalty: 58937.515625
Iteration 28Q: 18 clusters Score -1.330547e+08 nChanged 24942
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 61052 members 
Mstep: Class 3 contains 19939 members 
Mstep: Class 4 contains 25678 members 
Mstep: Class 5 contains 27827 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 152567 members 
Mstep: Class 8 contains 31010 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 68481 members 
Mstep: Class 12 contains 162322 members 
Mstep: Class 13 contains 240446 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 16834 members 
Mstep: Class 17 contains 63571 members 
Mstep: Class 18 contains 32775 members 
Mstep: Class 19 contains 207054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133069320.000000 Penalty: 58937.515625
Iteration 29Q: 18 clusters Score -1.330693e+08 nChanged 24504
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 60461 members 
Mstep: Class 3 contains 19970 members 
Mstep: Class 4 contains 25502 members 
Mstep: Class 5 contains 28012 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 157296 members 
Mstep: Class 8 contains 30990 members 
Mstep: Class 10 contains 15986 members 
Mstep: Class 11 contains 66826 members 
Mstep: Class 12 contains 172780 members 
Mstep: Class 13 contains 235312 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 16818 members 
Mstep: Class 17 contains 63043 members 
Mstep: Class 18 contains 32814 members 
Mstep: Class 19 contains 200022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133083664.000000 Penalty: 58937.515625
Iteration 30Q: 18 clusters Score -1.330837e+08 nChanged 23560
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 59997 members 
Mstep: Class 3 contains 20014 members 
Mstep: Class 4 contains 25352 members 
Mstep: Class 5 contains 28162 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 161852 members 
Mstep: Class 8 contains 30974 members 
Mstep: Class 10 contains 15927 members 
Mstep: Class 11 contains 65377 members 
Mstep: Class 12 contains 182976 members 
Mstep: Class 13 contains 229304 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16807 members 
Mstep: Class 17 contains 62665 members 
Mstep: Class 18 contains 32847 members 
Mstep: Class 19 contains 193468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133096424.000000 Penalty: 58937.515625
Iteration 31Q: 18 clusters Score -1.330964e+08 nChanged 21605
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 59714 members 
Mstep: Class 3 contains 20064 members 
Mstep: Class 4 contains 25202 members 
Mstep: Class 5 contains 28309 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 165962 members 
Mstep: Class 8 contains 30960 members 
Mstep: Class 10 contains 15897 members 
Mstep: Class 11 contains 64182 members 
Mstep: Class 12 contains 191782 members 
Mstep: Class 13 contains 222771 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16804 members 
Mstep: Class 17 contains 62392 members 
Mstep: Class 18 contains 32890 members 
Mstep: Class 19 contains 188480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133106152.000000 Penalty: 58937.515625
Iteration 32Q: 18 clusters Score -1.331062e+08 nChanged 18032
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 59606 members 
Mstep: Class 3 contains 20124 members 
Mstep: Class 4 contains 25049 members 
Mstep: Class 5 contains 28445 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 169098 members 
Mstep: Class 8 contains 30943 members 
Mstep: Class 10 contains 15871 members 
Mstep: Class 11 contains 63328 members 
Mstep: Class 12 contains 198519 members 
Mstep: Class 13 contains 216509 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 15 contains 16788 members 
Mstep: Class 17 contains 62180 members 
Mstep: Class 18 contains 32929 members 
Mstep: Class 19 contains 185521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133111464.000000 Penalty: 58937.515625
Iteration 33Q: 18 clusters Score -1.331115e+08 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 59599 members 
Mstep: Class 3 contains 20203 members 
Mstep: Class 4 contains 24894 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 171563 members 
Mstep: Class 8 contains 30912 members 
Mstep: Class 10 contains 15844 members 
Mstep: Class 11 contains 62859 members 
Mstep: Class 12 contains 203118 members 
Mstep: Class 13 contains 210950 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 16777 members 
Mstep: Class 17 contains 61969 members 
Mstep: Class 18 contains 32969 members 
Mstep: Class 19 contains 184065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133115336.000000 Penalty: 58937.515625
Iteration 34Q: 18 clusters Score -1.331153e+08 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 59685 members 
Mstep: Class 3 contains 20282 members 
Mstep: Class 4 contains 24774 members 
Mstep: Class 5 contains 28657 members 
Mstep: Class 6 contains 2360 members 
Mstep: Class 7 contains 173666 members 
Mstep: Class 8 contains 30857 members 
Mstep: Class 10 contains 15812 members 
Mstep: Class 11 contains 62534 members 
Mstep: Class 12 contains 206211 members 
Mstep: Class 13 contains 206084 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 17 contains 61779 members 
Mstep: Class 18 contains 33010 members 
Mstep: Class 19 contains 183458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133117336.000000 Penalty: 58937.515625
Iteration 35Q: 18 clusters Score -1.331173e+08 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 59768 members 
Mstep: Class 3 contains 20331 members 
Mstep: Class 4 contains 24683 members 
Mstep: Class 5 contains 28716 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 175462 members 
Mstep: Class 8 contains 30804 members 
Mstep: Class 10 contains 15777 members 
Mstep: Class 11 contains 62310 members 
Mstep: Class 12 contains 208362 members 
Mstep: Class 13 contains 201959 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16764 members 
Mstep: Class 17 contains 61592 members 
Mstep: Class 18 contains 33059 members 
Mstep: Class 19 contains 183285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133119568.000000 Penalty: 58937.515625
Iteration 36Q: 18 clusters Score -1.331196e+08 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 59849 members 
Mstep: Class 3 contains 20396 members 
Mstep: Class 4 contains 24611 members 
Mstep: Class 5 contains 28759 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 177081 members 
Mstep: Class 8 contains 30774 members 
Mstep: Class 10 contains 15740 members 
Mstep: Class 11 contains 62123 members 
Mstep: Class 12 contains 209817 members 
Mstep: Class 13 contains 198413 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16767 members 
Mstep: Class 17 contains 61469 members 
Mstep: Class 18 contains 33091 members 
Mstep: Class 19 contains 183285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133120808.000000 Penalty: 58937.515625
Iteration 37Q: 18 clusters Score -1.331208e+08 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 59918 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 24555 members 
Mstep: Class 5 contains 28801 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 178622 members 
Mstep: Class 8 contains 30725 members 
Mstep: Class 10 contains 15690 members 
Mstep: Class 11 contains 61993 members 
Mstep: Class 12 contains 210767 members 
Mstep: Class 13 contains 195290 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16760 members 
Mstep: Class 17 contains 61397 members 
Mstep: Class 18 contains 33105 members 
Mstep: Class 19 contains 183351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133121848.000000 Penalty: 58937.515625
Iteration 38Q: 18 clusters Score -1.331218e+08 nChanged 6360
Entering ConstructFrom: 
Score: -133121848.000000 Penalty: 58937.515625
Entering ConstructFrom: 
Trying to split cluster 1 (53475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Entering Unmasked Estep 
Score: -6101843.500000 Penalty: 2699.968506
	Iteration 0F: 2 clusters Score -6101844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -6065794.500000 Penalty: 5399.937012
	Iteration 0F: 3 clusters Score -6065794 nChanged 24858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -6080449.000000 Penalty: 5399.937012
	Iteration 1F: 3 clusters Score -6080449 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -6082190.000000 Penalty: 5399.937012
	Iteration 2F: 3 clusters Score -6082190 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -6084857.000000 Penalty: 5399.937012
	Iteration 3F: 3 clusters Score -6084857 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -6089152.000000 Penalty: 5399.937012
	Iteration 4F: 3 clusters Score -6089152 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -6093951.500000 Penalty: 5399.937012
	Iteration 5F: 3 clusters Score -6093952 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -6096838.500000 Penalty: 5399.937012
	Iteration 6F: 3 clusters Score -6096838 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -6098411.500000 Penalty: 5399.937012
	Iteration 7F: 3 clusters Score -6098412 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -6099322.000000 Penalty: 5399.937012
	Iteration 8Q: 3 clusters Score -6099322 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -6100055.500000 Penalty: 5399.937012
	Iteration 9Q: 3 clusters Score -6100056 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -6100829.500000 Penalty: 5399.937012
	Iteration 10Q: 3 clusters Score -6100830 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -6101600.500000 Penalty: 5399.937012
	Iteration 11Q: 3 clusters Score -6101600 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -6102460.500000 Penalty: 5399.937012
	Iteration 12Q: 3 clusters Score -6102460 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -6103514.000000 Penalty: 5399.937012
	Iteration 13Q: 3 clusters Score -6103514 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -6104431.500000 Penalty: 5399.937012
	Iteration 14Q: 3 clusters Score -6104432 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -6105055.000000 Penalty: 5399.937012
	Iteration 15Q: 3 clusters Score -6105055 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -6105516.500000 Penalty: 5399.937012
	Iteration 16Q: 3 clusters Score -6105516 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -6105748.500000 Penalty: 5399.937012
	Iteration 17Q: 3 clusters Score -6105748 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -6105899.500000 Penalty: 5399.937012
	Iteration 18Q: 3 clusters Score -6105900 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -6105999.000000 Penalty: 5399.937012
	Iteration 19Q: 3 clusters Score -6105999 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -6106123.500000 Penalty: 5399.937012
	Iteration 20F: 3 clusters Score -6106124 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -6106219.500000 Penalty: 5399.937012
	Iteration 21Q: 3 clusters Score -6106220 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -6106281.000000 Penalty: 5399.937012
	Iteration 22Q: 3 clusters Score -6106281 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -6106382.000000 Penalty: 5399.937012
	Iteration 23Q: 3 clusters Score -6106382 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -6106459.000000 Penalty: 5399.937012
	Iteration 24Q: 3 clusters Score -6106459 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -6106548.500000 Penalty: 5399.937012
	Iteration 25Q: 3 clusters Score -6106548 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -6106615.000000 Penalty: 5399.937012
	Iteration 26Q: 3 clusters Score -6106615 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -6106645.500000 Penalty: 5399.937012
	Iteration 27Q: 3 clusters Score -6106646 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -6106685.500000 Penalty: 5399.937012
	Iteration 28Q: 3 clusters Score -6106686 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -6106705.000000 Penalty: 5399.937012
	Iteration 29Q: 3 clusters Score -6106705 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -6106743.500000 Penalty: 5399.937012
	Iteration 30Q: 3 clusters Score -6106744 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -6106760.000000 Penalty: 5399.937012
	Iteration 31Q: 3 clusters Score -6106760 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -6106759.500000 Penalty: 5399.937012
	Iteration 32Q: 3 clusters Score -6106760 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -6106782.500000 Penalty: 5399.937012
	Iteration 33Q: 3 clusters Score -6106782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -6106805.500000 Penalty: 5399.937012
	Iteration 34Q: 3 clusters Score -6106806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -6106819.500000 Penalty: 5399.937012
	Iteration 35Q: 3 clusters Score -6106820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -6106825.500000 Penalty: 5399.937012
	Iteration 36Q: 3 clusters Score -6106826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -6106832.000000 Penalty: 5399.937012
	Iteration 37Q: 3 clusters Score -6106832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -6106835.500000 Penalty: 5399.937012
	Iteration 38Q: 3 clusters Score -6106836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -6106830.000000 Penalty: 5399.937012
	Iteration 39Q: 3 clusters Score -6106830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -6106831.000000 Penalty: 5399.937012
	Iteration 40F: 3 clusters Score -6106831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -6106825.500000 Penalty: 5399.937012
	Iteration 41Q: 3 clusters Score -6106826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -6106827.000000 Penalty: 5399.937012
	Iteration 42Q: 3 clusters Score -6106827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -6106826.500000 Penalty: 5399.937012
	Iteration 43Q: 3 clusters Score -6106826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -6106827.500000 Penalty: 5399.937012
	Iteration 44Q: 3 clusters Score -6106828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -6106830.000000 Penalty: 5399.937012
	Iteration 45Q: 3 clusters Score -6106830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -6106836.000000 Penalty: 5399.937012
	Iteration 46Q: 3 clusters Score -6106836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -6106832.500000 Penalty: 5399.937012
	Iteration 47Q: 3 clusters Score -6106832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -6106830.000000 Penalty: 5399.937012
	Iteration 48Q: 3 clusters Score -6106830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -6106827.000000 Penalty: 5399.937012
	Iteration 49Q: 3 clusters Score -6106827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -6106823.000000 Penalty: 5399.937012
	Iteration 50Q: 3 clusters Score -6106823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6106825.500000 Penalty: 5399.937012
	Iteration 51Q: 3 clusters Score -6106826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -6106828.500000 Penalty: 5399.937012
	Iteration 52Q: 3 clusters Score -6106828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -6106832.000000 Penalty: 5399.937012
	Iteration 53Q: 3 clusters Score -6106832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -6106830.500000 Penalty: 5399.937012
	Iteration 54Q: 3 clusters Score -6106830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -6106816.500000 Penalty: 5399.937012
	Iteration 55Q: 3 clusters Score -6106816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -6106821.000000 Penalty: 5399.937012
	Iteration 56Q: 3 clusters Score -6106821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -6106818.500000 Penalty: 5399.937012
	Iteration 57Q: 3 clusters Score -6106818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -6106817.000000 Penalty: 5399.937012
	Iteration 58Q: 3 clusters Score -6106817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6106831.500000 Penalty: 5399.937012
	Iteration 59Q: 3 clusters Score -6106832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6106832.500000 Penalty: 5399.937012
	Iteration 60F: 3 clusters Score -6106832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -6106834.000000 Penalty: 5399.937012
	Iteration 61Q: 3 clusters Score -6106834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -6106833.500000 Penalty: 5399.937012
	Iteration 62Q: 3 clusters Score -6106834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -6106830.000000 Penalty: 5399.937012
	Iteration 63Q: 3 clusters Score -6106830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -6106840.000000 Penalty: 5399.937012
	Iteration 64Q: 3 clusters Score -6106840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -6106841.000000 Penalty: 5399.937012
	Iteration 65Q: 3 clusters Score -6106841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -6106841.000000 Penalty: 5399.937012
	Iteration 66Q: 3 clusters Score -6106841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -6106852.500000 Penalty: 5399.937012
	Iteration 67Q: 3 clusters Score -6106852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -6106846.000000 Penalty: 5399.937012
	Iteration 68Q: 3 clusters Score -6106846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -6106846.500000 Penalty: 5399.937012
	Iteration 69Q: 3 clusters Score -6106846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6106851.000000 Penalty: 5399.937012
	Iteration 70Q: 3 clusters Score -6106851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6106847.500000 Penalty: 5399.937012
	Iteration 71Q: 3 clusters Score -6106848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6106849.500000 Penalty: 5399.937012
	Iteration 72Q: 3 clusters Score -6106850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6106837.000000 Penalty: 5399.937012
	Iteration 73Q: 3 clusters Score -6106837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -6106843.500000 Penalty: 5399.937012
	Iteration 74Q: 3 clusters Score -6106844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -6106838.500000 Penalty: 5399.937012
	Iteration 75Q: 3 clusters Score -6106838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -6106840.000000 Penalty: 5399.937012
	Iteration 76Q: 3 clusters Score -6106840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -6106836.000000 Penalty: 5399.937012
	Iteration 77Q: 3 clusters Score -6106836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -6106833.000000 Penalty: 5399.937012
	Iteration 78Q: 3 clusters Score -6106833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -6106836.000000 Penalty: 5399.937012
	Iteration 79Q: 3 clusters Score -6106836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -6106836.000000 Penalty: 5399.937012
	Iteration 80F: 3 clusters Score -6106836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 60008 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 24509 members 
Mstep: Class 5 contains 28835 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 180054 members 
Mstep: Class 8 contains 30678 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 61925 members 
Mstep: Class 12 contains 211342 members 
Mstep: Class 13 contains 192546 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Entering Unmasked Estep 
Score: -133126656.000000 Penalty: 62404.425781
Splitting cluster 1 changes total score from -133121848.000000 to -133126656.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (60008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Entering Unmasked Estep 
Score: -6907501.500000 Penalty: 2728.553955
	Iteration 0F: 2 clusters Score -6907502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -6867413.000000 Penalty: 5457.107910
	Iteration 0F: 3 clusters Score -6867413 nChanged 27905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -6885257.000000 Penalty: 5457.107910
	Iteration 1F: 3 clusters Score -6885257 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -6888568.500000 Penalty: 5457.107910
	Iteration 2F: 3 clusters Score -6888568 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -6894055.000000 Penalty: 5457.107910
	Iteration 3F: 3 clusters Score -6894055 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -6901976.500000 Penalty: 5457.107910
	Iteration 4F: 3 clusters Score -6901976 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -6908515.000000 Penalty: 5457.107910
	Iteration 5F: 3 clusters Score -6908515 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -6912280.000000 Penalty: 5457.107910
	Iteration 6F: 3 clusters Score -6912280 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -6914849.000000 Penalty: 5457.107910
	Iteration 7F: 3 clusters Score -6914849 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -6917847.000000 Penalty: 5457.107910
	Iteration 8Q: 3 clusters Score -6917847 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -6920742.000000 Penalty: 5457.107910
	Iteration 9Q: 3 clusters Score -6920742 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -6922209.500000 Penalty: 5457.107910
	Iteration 10Q: 3 clusters Score -6922210 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -6922689.500000 Penalty: 5457.107910
	Iteration 11Q: 3 clusters Score -6922690 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -6922858.500000 Penalty: 5457.107910
	Iteration 12Q: 3 clusters Score -6922858 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -6922928.500000 Penalty: 5457.107910
	Iteration 13Q: 3 clusters Score -6922928 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -6922952.500000 Penalty: 5457.107910
	Iteration 14Q: 3 clusters Score -6922952 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -6922959.000000 Penalty: 5457.107910
	Iteration 15Q: 3 clusters Score -6922959 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -6922948.000000 Penalty: 5457.107910
	Iteration 16Q: 3 clusters Score -6922948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -6922950.000000 Penalty: 5457.107910
	Iteration 17Q: 3 clusters Score -6922950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -6922959.000000 Penalty: 5457.107910
	Iteration 18Q: 3 clusters Score -6922959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -6922964.500000 Penalty: 5457.107910
	Iteration 19Q: 3 clusters Score -6922964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -6922965.000000 Penalty: 5457.107910
	Iteration 20F: 3 clusters Score -6922965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -6922964.000000 Penalty: 5457.107910
	Iteration 21Q: 3 clusters Score -6922964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -6922966.000000 Penalty: 5457.107910
	Iteration 22Q: 3 clusters Score -6922966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -6922969.500000 Penalty: 5457.107910
	Iteration 23Q: 3 clusters Score -6922970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -6922969.500000 Penalty: 5457.107910
	Iteration 24F: 3 clusters Score -6922970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 24509 members 
Mstep: Class 5 contains 28835 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 180054 members 
Mstep: Class 8 contains 30678 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 61925 members 
Mstep: Class 12 contains 211342 members 
Mstep: Class 13 contains 192546 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Entering Unmasked Estep 
Score: -133141656.000000 Penalty: 65871.343750
Splitting cluster 2 changes total score from -133121848.000000 to -133141656.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (20492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Entering Unmasked Estep 
Score: -2413395.000000 Penalty: 2462.091797
	Iteration 0F: 2 clusters Score -2413395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2398976.750000 Penalty: 4924.183594
	Iteration 0F: 3 clusters Score -2398977 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2403882.000000 Penalty: 4924.183594
	Iteration 1F: 3 clusters Score -2403882 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2404275.000000 Penalty: 4924.183594
	Iteration 2F: 3 clusters Score -2404275 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2404630.000000 Penalty: 4924.183594
	Iteration 3Q: 3 clusters Score -2404630 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2404933.250000 Penalty: 4924.183594
	Iteration 4Q: 3 clusters Score -2404933 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2405196.000000 Penalty: 4924.183594
	Iteration 5Q: 3 clusters Score -2405196 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2405463.750000 Penalty: 4924.183594
	Iteration 6Q: 3 clusters Score -2405464 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2405719.750000 Penalty: 4924.183594
	Iteration 7Q: 3 clusters Score -2405720 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2406028.750000 Penalty: 4924.183594
	Iteration 8Q: 3 clusters Score -2406029 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2406380.500000 Penalty: 4924.183594
	Iteration 9Q: 3 clusters Score -2406380 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2406819.000000 Penalty: 4924.183594
	Iteration 10Q: 3 clusters Score -2406819 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2407341.750000 Penalty: 4924.183594
	Iteration 11Q: 3 clusters Score -2407342 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2407974.750000 Penalty: 4924.183594
	Iteration 12Q: 3 clusters Score -2407975 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2408644.500000 Penalty: 4924.183594
	Iteration 13Q: 3 clusters Score -2408644 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2409263.250000 Penalty: 4924.183594
	Iteration 14Q: 3 clusters Score -2409263 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2409829.750000 Penalty: 4924.183594
	Iteration 15Q: 3 clusters Score -2409830 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2410277.000000 Penalty: 4924.183594
	Iteration 16Q: 3 clusters Score -2410277 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2410660.250000 Penalty: 4924.183594
	Iteration 17Q: 3 clusters Score -2410660 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2411006.000000 Penalty: 4924.183594
	Iteration 18Q: 3 clusters Score -2411006 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2411334.250000 Penalty: 4924.183594
	Iteration 19Q: 3 clusters Score -2411334 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2411610.250000 Penalty: 4924.183594
	Iteration 20F: 3 clusters Score -2411610 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2411806.000000 Penalty: 4924.183594
	Iteration 21Q: 3 clusters Score -2411806 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2411940.000000 Penalty: 4924.183594
	Iteration 22Q: 3 clusters Score -2411940 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2412017.250000 Penalty: 4924.183594
	Iteration 23Q: 3 clusters Score -2412017 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2412072.750000 Penalty: 4924.183594
	Iteration 24Q: 3 clusters Score -2412073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2412110.750000 Penalty: 4924.183594
	Iteration 25Q: 3 clusters Score -2412111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2412140.000000 Penalty: 4924.183594
	Iteration 26Q: 3 clusters Score -2412140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2412173.500000 Penalty: 4924.183594
	Iteration 27Q: 3 clusters Score -2412174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2412191.500000 Penalty: 4924.183594
	Iteration 28Q: 3 clusters Score -2412192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2412212.750000 Penalty: 4924.183594
	Iteration 29Q: 3 clusters Score -2412213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2412254.000000 Penalty: 4924.183594
	Iteration 30Q: 3 clusters Score -2412254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2412296.250000 Penalty: 4924.183594
	Iteration 31Q: 3 clusters Score -2412296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2412325.750000 Penalty: 4924.183594
	Iteration 32Q: 3 clusters Score -2412326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2412342.750000 Penalty: 4924.183594
	Iteration 33Q: 3 clusters Score -2412343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2412346.250000 Penalty: 4924.183594
	Iteration 34Q: 3 clusters Score -2412346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2412349.500000 Penalty: 4924.183594
	Iteration 35Q: 3 clusters Score -2412350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2412348.250000 Penalty: 4924.183594
	Iteration 36Q: 3 clusters Score -2412348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2412347.750000 Penalty: 4924.183594
	Iteration 37Q: 3 clusters Score -2412348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2412348.000000 Penalty: 4924.183594
	Iteration 38Q: 3 clusters Score -2412348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2412350.000000 Penalty: 4924.183594
	Iteration 39Q: 3 clusters Score -2412350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2412348.000000 Penalty: 4924.183594
	Iteration 40F: 3 clusters Score -2412348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Entering Unmasked Estep 
Score: -2452259.500000 Penalty: 2506.485352
	Iteration 0F: 2 clusters Score -2452260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2435557.250000 Penalty: 5012.970703
	Iteration 0F: 3 clusters Score -2435557 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2445412.000000 Penalty: 5012.970703
	Iteration 1F: 3 clusters Score -2445412 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2451288.000000 Penalty: 5012.970703
	Iteration 2F: 3 clusters Score -2451288 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2456281.750000 Penalty: 5012.970703
	Iteration 3F: 3 clusters Score -2456282 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2458993.750000 Penalty: 5012.970703
	Iteration 4F: 3 clusters Score -2458994 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2460452.250000 Penalty: 5012.970703
	Iteration 5F: 3 clusters Score -2460452 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2461278.750000 Penalty: 5012.970703
	Iteration 6Q: 3 clusters Score -2461279 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2461822.750000 Penalty: 5012.970703
	Iteration 7Q: 3 clusters Score -2461823 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2462221.250000 Penalty: 5012.970703
	Iteration 8Q: 3 clusters Score -2462221 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2462572.000000 Penalty: 5012.970703
	Iteration 9Q: 3 clusters Score -2462572 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2462851.750000 Penalty: 5012.970703
	Iteration 10Q: 3 clusters Score -2462852 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2463012.500000 Penalty: 5012.970703
	Iteration 11Q: 3 clusters Score -2463012 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2463121.750000 Penalty: 5012.970703
	Iteration 12Q: 3 clusters Score -2463122 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2463176.500000 Penalty: 5012.970703
	Iteration 13Q: 3 clusters Score -2463176 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2463197.250000 Penalty: 5012.970703
	Iteration 14Q: 3 clusters Score -2463197 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2463201.750000 Penalty: 5012.970703
	Iteration 15Q: 3 clusters Score -2463202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2463208.500000 Penalty: 5012.970703
	Iteration 16Q: 3 clusters Score -2463208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2463211.000000 Penalty: 5012.970703
	Iteration 17Q: 3 clusters Score -2463211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2463218.000000 Penalty: 5012.970703
	Iteration 18Q: 3 clusters Score -2463218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2463219.750000 Penalty: 5012.970703
	Iteration 19Q: 3 clusters Score -2463220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2463220.000000 Penalty: 5012.970703
	Iteration 20F: 3 clusters Score -2463220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2463217.500000 Penalty: 5012.970703
	Iteration 21Q: 3 clusters Score -2463218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2463214.500000 Penalty: 5012.970703
	Iteration 22Q: 3 clusters Score -2463214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2463217.250000 Penalty: 5012.970703
	Iteration 23Q: 3 clusters Score -2463217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2463217.250000 Penalty: 5012.970703
	Iteration 24F: 3 clusters Score -2463217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 28835 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 180054 members 
Mstep: Class 8 contains 30678 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 61925 members 
Mstep: Class 12 contains 211342 members 
Mstep: Class 13 contains 192546 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Entering Unmasked Estep 
Score: -133152544.000000 Penalty: 69338.250000
Splitting cluster 4 changes total score from -133121848.000000 to -133152544.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (28835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Entering Unmasked Estep 
Score: -3291210.500000 Penalty: 2546.797607
	Iteration 0F: 2 clusters Score -3291210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3271634.250000 Penalty: 5093.595215
	Iteration 0F: 3 clusters Score -3271634 nChanged 13020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3280561.500000 Penalty: 5093.595215
	Iteration 1F: 3 clusters Score -3280562 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3284804.500000 Penalty: 5093.595215
	Iteration 2F: 3 clusters Score -3284804 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3289856.750000 Penalty: 5093.595215
	Iteration 3F: 3 clusters Score -3289857 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3292911.500000 Penalty: 5093.595215
	Iteration 4F: 3 clusters Score -3292912 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3294319.500000 Penalty: 5093.595215
	Iteration 5F: 3 clusters Score -3294320 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3295211.000000 Penalty: 5093.595215
	Iteration 6Q: 3 clusters Score -3295211 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3296113.750000 Penalty: 5093.595215
	Iteration 7Q: 3 clusters Score -3296114 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3297278.500000 Penalty: 5093.595215
	Iteration 8Q: 3 clusters Score -3297278 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3298494.000000 Penalty: 5093.595215
	Iteration 9Q: 3 clusters Score -3298494 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3299188.250000 Penalty: 5093.595215
	Iteration 10Q: 3 clusters Score -3299188 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3299487.750000 Penalty: 5093.595215
	Iteration 11Q: 3 clusters Score -3299488 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3299615.500000 Penalty: 5093.595215
	Iteration 12Q: 3 clusters Score -3299616 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3299681.500000 Penalty: 5093.595215
	Iteration 13Q: 3 clusters Score -3299682 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3299738.250000 Penalty: 5093.595215
	Iteration 14Q: 3 clusters Score -3299738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3299794.500000 Penalty: 5093.595215
	Iteration 15Q: 3 clusters Score -3299794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3299848.000000 Penalty: 5093.595215
	Iteration 16Q: 3 clusters Score -3299848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -3299879.000000 Penalty: 5093.595215
	Iteration 17Q: 3 clusters Score -3299879 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3299914.750000 Penalty: 5093.595215
	Iteration 18Q: 3 clusters Score -3299915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3299953.000000 Penalty: 5093.595215
	Iteration 19Q: 3 clusters Score -3299953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3300000.250000 Penalty: 5093.595215
	Iteration 20F: 3 clusters Score -3300000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3300036.000000 Penalty: 5093.595215
	Iteration 21Q: 3 clusters Score -3300036 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3300103.750000 Penalty: 5093.595215
	Iteration 22Q: 3 clusters Score -3300104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3300160.250000 Penalty: 5093.595215
	Iteration 23Q: 3 clusters Score -3300160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3300247.000000 Penalty: 5093.595215
	Iteration 24Q: 3 clusters Score -3300247 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3300357.750000 Penalty: 5093.595215
	Iteration 25Q: 3 clusters Score -3300358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3300423.500000 Penalty: 5093.595215
	Iteration 26Q: 3 clusters Score -3300424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3300468.500000 Penalty: 5093.595215
	Iteration 27Q: 3 clusters Score -3300468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3300485.250000 Penalty: 5093.595215
	Iteration 28Q: 3 clusters Score -3300485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3300483.750000 Penalty: 5093.595215
	Iteration 29Q: 3 clusters Score -3300484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3300482.250000 Penalty: 5093.595215
	Iteration 30Q: 3 clusters Score -3300482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3300478.500000 Penalty: 5093.595215
	Iteration 31Q: 3 clusters Score -3300478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3300478.750000 Penalty: 5093.595215
	Iteration 32Q: 3 clusters Score -3300479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3300483.250000 Penalty: 5093.595215
	Iteration 33Q: 3 clusters Score -3300483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3300486.250000 Penalty: 5093.595215
	Iteration 34Q: 3 clusters Score -3300486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3300486.250000 Penalty: 5093.595215
	Iteration 35F: 3 clusters Score -3300486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 180054 members 
Mstep: Class 8 contains 30678 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 61925 members 
Mstep: Class 12 contains 211342 members 
Mstep: Class 13 contains 192546 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Entering Unmasked Estep 
Score: -133161136.000000 Penalty: 72805.164062
Splitting cluster 5 changes total score from -133121848.000000 to -133161136.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -286713.875000 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -286713.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -284205.625000 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -284205.6 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -287291.343750 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -287291.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -288586.468750 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -288586.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -288924.125000 Penalty: 3854.658447
	Iteration 3F: 3 clusters Score -288924.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -289115.406250 Penalty: 3854.658447
	Iteration 4Q: 3 clusters Score -289115.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -289640.031250 Penalty: 3854.658447
	Iteration 5Q: 3 clusters Score -289640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -290091.468750 Penalty: 3854.658447
	Iteration 6Q: 3 clusters Score -290091.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -290253.562500 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -290253.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -290303.062500 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -290303.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -290347.750000 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -290347.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -290373.812500 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -290373.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -290409.156250 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -290409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -290428.562500 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -290428.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -290447.125000 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -290447.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290458.281250 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -290458.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -290484.000000 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -290484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290539.312500 Penalty: 3854.658447
	Iteration 16Q: 3 clusters Score -290539.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -290594.000000 Penalty: 3854.658447
	Iteration 17Q: 3 clusters Score -290594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -290637.375000 Penalty: 3854.658447
	Iteration 18Q: 3 clusters Score -290637.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -290688.656250 Penalty: 3854.658447
	Iteration 19Q: 3 clusters Score -290688.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -290771.656250 Penalty: 3854.658447
	Iteration 20F: 3 clusters Score -290771.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290964.156250 Penalty: 3854.658447
	Iteration 21Q: 3 clusters Score -290964.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -291089.468750 Penalty: 3854.658447
	Iteration 22Q: 3 clusters Score -291089.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -291174.000000 Penalty: 3854.658447
	Iteration 23Q: 3 clusters Score -291174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -291299.031250 Penalty: 3854.658447
	Iteration 24Q: 3 clusters Score -291299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -291395.906250 Penalty: 3854.658447
	Iteration 25Q: 3 clusters Score -291395.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -291512.531250 Penalty: 3854.658447
	Iteration 26Q: 3 clusters Score -291512.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -291602.062500 Penalty: 3854.658447
	Iteration 27Q: 3 clusters Score -291602.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -291621.937500 Penalty: 3854.658447
	Iteration 28Q: 3 clusters Score -291621.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -291630.656250 Penalty: 3854.658447
	Iteration 29Q: 3 clusters Score -291630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -291635.062500 Penalty: 3854.658447
	Iteration 30Q: 3 clusters Score -291635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -291642.562500 Penalty: 3854.658447
	Iteration 31Q: 3 clusters Score -291642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -291648.406250 Penalty: 3854.658447
	Iteration 32Q: 3 clusters Score -291648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -291667.625000 Penalty: 3854.658447
	Iteration 33Q: 3 clusters Score -291667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -291687.281250 Penalty: 3854.658447
	Iteration 34Q: 3 clusters Score -291687.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -291716.656250 Penalty: 3854.658447
	Iteration 35Q: 3 clusters Score -291716.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -291738.718750 Penalty: 3854.658447
	Iteration 36Q: 3 clusters Score -291738.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -291733.781250 Penalty: 3854.658447
	Iteration 37Q: 3 clusters Score -291733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -291747.656250 Penalty: 3854.658447
	Iteration 38Q: 3 clusters Score -291747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -291748.843750 Penalty: 3854.658447
	Iteration 39Q: 3 clusters Score -291748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -291753.656250 Penalty: 3854.658447
	Iteration 40F: 3 clusters Score -291753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -291762.343750 Penalty: 3854.658447
	Iteration 41Q: 3 clusters Score -291762.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -291769.312500 Penalty: 3854.658447
	Iteration 42Q: 3 clusters Score -291769.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -291778.687500 Penalty: 3854.658447
	Iteration 43Q: 3 clusters Score -291778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -291781.156250 Penalty: 3854.658447
	Iteration 44Q: 3 clusters Score -291781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -291786.156250 Penalty: 3854.658447
	Iteration 45Q: 3 clusters Score -291786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -291788.468750 Penalty: 3854.658447
	Iteration 46Q: 3 clusters Score -291788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -291789.375000 Penalty: 3854.658447
	Iteration 47Q: 3 clusters Score -291789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -291788.906250 Penalty: 3854.658447
	Iteration 48Q: 3 clusters Score -291788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -291798.093750 Penalty: 3854.658447
	Iteration 49Q: 3 clusters Score -291798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -291805.843750 Penalty: 3854.658447
	Iteration 50Q: 3 clusters Score -291805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -291814.218750 Penalty: 3854.658447
	Iteration 51Q: 3 clusters Score -291814.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -291822.906250 Penalty: 3854.658447
	Iteration 52Q: 3 clusters Score -291822.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -291830.593750 Penalty: 3854.658447
	Iteration 53Q: 3 clusters Score -291830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -291840.218750 Penalty: 3854.658447
	Iteration 54Q: 3 clusters Score -291840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291849.875000 Penalty: 3854.658447
	Iteration 55Q: 3 clusters Score -291849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -291849.468750 Penalty: 3854.658447
	Iteration 56Q: 3 clusters Score -291849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -291852.750000 Penalty: 3854.658447
	Iteration 57Q: 3 clusters Score -291852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -291853.656250 Penalty: 3854.658447
	Iteration 58Q: 3 clusters Score -291853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -291852.593750 Penalty: 3854.658447
	Iteration 59Q: 3 clusters Score -291852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -291859.281250 Penalty: 3854.658447
	Iteration 60F: 3 clusters Score -291859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -291868.218750 Penalty: 3854.658447
	Iteration 61Q: 3 clusters Score -291868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -291873.312500 Penalty: 3854.658447
	Iteration 62Q: 3 clusters Score -291873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -291878.093750 Penalty: 3854.658447
	Iteration 63Q: 3 clusters Score -291878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -291897.343750 Penalty: 3854.658447
	Iteration 64Q: 3 clusters Score -291897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -292056.593750 Penalty: 3854.658447
	Iteration 65Q: 3 clusters Score -292056.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -292161.468750 Penalty: 3854.658447
	Iteration 66Q: 3 clusters Score -292161.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -292164.812500 Penalty: 3854.658447
	Iteration 67Q: 3 clusters Score -292164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -292168.343750 Penalty: 3854.658447
	Iteration 68Q: 3 clusters Score -292168.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -292155.875000 Penalty: 3854.658447
	Iteration 69Q: 3 clusters Score -292155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -292168.656250 Penalty: 3854.658447
	Iteration 70Q: 3 clusters Score -292168.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -292168.312500 Penalty: 3854.658447
	Iteration 71Q: 3 clusters Score -292168.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -292168.125000 Penalty: 3854.658447
	Iteration 72Q: 3 clusters Score -292168.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -292169.218750 Penalty: 3854.658447
	Iteration 73Q: 3 clusters Score -292169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -292169.093750 Penalty: 3854.658447
	Iteration 74Q: 3 clusters Score -292169.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -292169.093750 Penalty: 3854.658447
	Iteration 75F: 3 clusters Score -292169.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 180054 members 
Mstep: Class 8 contains 30678 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 61925 members 
Mstep: Class 12 contains 211342 members 
Mstep: Class 13 contains 192546 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Entering Unmasked Estep 
Score: -133165152.000000 Penalty: 76272.078125
Splitting cluster 6 changes total score from -133121848.000000 to -133165152.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (180054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180054 members 
Entering Unmasked Estep 
Score: -20899382.000000 Penalty: 3001.051025
	Iteration 0F: 2 clusters Score -2.089938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -20780994.000000 Penalty: 6002.102051
	Iteration 0F: 3 clusters Score -2.078099e+07 nChanged 86195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -20832778.000000 Penalty: 6002.102051
	Iteration 1F: 3 clusters Score -2.083278e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
Score: -20836344.000000 Penalty: 6002.102051
	Iteration 2Q: 3 clusters Score -2.083634e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -20841670.000000 Penalty: 6002.102051
	Iteration 3F: 3 clusters Score -2.084167e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -20848310.000000 Penalty: 6002.102051
	Iteration 4F: 3 clusters Score -2.084831e+07 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -20855514.000000 Penalty: 6002.102051
	Iteration 5F: 3 clusters Score -2.085551e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 94069 members 
Entering Unmasked Estep 
Score: -20862550.000000 Penalty: 6002.102051
	Iteration 6F: 3 clusters Score -2.086255e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -20868606.000000 Penalty: 6002.102051
	Iteration 7F: 3 clusters Score -2.086861e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -20873678.000000 Penalty: 6002.102051
	Iteration 8F: 3 clusters Score -2.087368e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -20877502.000000 Penalty: 6002.102051
	Iteration 9Q: 3 clusters Score -2.08775e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94309 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -20879930.000000 Penalty: 6002.102051
	Iteration 10Q: 3 clusters Score -2.087993e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -20881698.000000 Penalty: 6002.102051
	Iteration 11Q: 3 clusters Score -2.08817e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -20883572.000000 Penalty: 6002.102051
	Iteration 12Q: 3 clusters Score -2.088357e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -20885828.000000 Penalty: 6002.102051
	Iteration 13Q: 3 clusters Score -2.088583e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106297 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -20888530.000000 Penalty: 6002.102051
	Iteration 14Q: 3 clusters Score -2.088853e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109827 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -20891402.000000 Penalty: 6002.102051
	Iteration 15Q: 3 clusters Score -2.08914e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113144 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -20893796.000000 Penalty: 6002.102051
	Iteration 16Q: 3 clusters Score -2.08938e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116088 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -20895832.000000 Penalty: 6002.102051
	Iteration 17Q: 3 clusters Score -2.089583e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118809 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -20897322.000000 Penalty: 6002.102051
	Iteration 18Q: 3 clusters Score -2.089732e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121330 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -20898552.000000 Penalty: 6002.102051
	Iteration 19Q: 3 clusters Score -2.089855e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123632 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -20899388.000000 Penalty: 6002.102051
	Iteration 20F: 3 clusters Score -2.089939e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125874 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -20900374.000000 Penalty: 6002.102051
	Iteration 21Q: 3 clusters Score -2.090037e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127968 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -20901394.000000 Penalty: 6002.102051
	Iteration 22Q: 3 clusters Score -2.090139e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129920 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -20902456.000000 Penalty: 6002.102051
	Iteration 23Q: 3 clusters Score -2.090246e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131707 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -20903616.000000 Penalty: 6002.102051
	Iteration 24Q: 3 clusters Score -2.090362e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133238 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -20904332.000000 Penalty: 6002.102051
	Iteration 25Q: 3 clusters Score -2.090433e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134572 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -20904714.000000 Penalty: 6002.102051
	Iteration 26Q: 3 clusters Score -2.090471e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135770 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -20904970.000000 Penalty: 6002.102051
	Iteration 27Q: 3 clusters Score -2.090497e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136824 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -20905154.000000 Penalty: 6002.102051
	Iteration 28Q: 3 clusters Score -2.090515e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137794 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -20905230.000000 Penalty: 6002.102051
	Iteration 29Q: 3 clusters Score -2.090523e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138696 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -20905378.000000 Penalty: 6002.102051
	Iteration 30Q: 3 clusters Score -2.090538e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139520 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -20905458.000000 Penalty: 6002.102051
	Iteration 31Q: 3 clusters Score -2.090546e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140316 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -20905530.000000 Penalty: 6002.102051
	Iteration 32Q: 3 clusters Score -2.090553e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141107 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -20905550.000000 Penalty: 6002.102051
	Iteration 33Q: 3 clusters Score -2.090555e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141844 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -20905648.000000 Penalty: 6002.102051
	Iteration 34Q: 3 clusters Score -2.090565e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -20905782.000000 Penalty: 6002.102051
	Iteration 35Q: 3 clusters Score -2.090578e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143191 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -20905928.000000 Penalty: 6002.102051
	Iteration 36Q: 3 clusters Score -2.090593e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -20905988.000000 Penalty: 6002.102051
	Iteration 37Q: 3 clusters Score -2.090599e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144502 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -20906092.000000 Penalty: 6002.102051
	Iteration 38Q: 3 clusters Score -2.090609e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145152 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -20906138.000000 Penalty: 6002.102051
	Iteration 39Q: 3 clusters Score -2.090614e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145787 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -20906164.000000 Penalty: 6002.102051
	Iteration 40F: 3 clusters Score -2.090616e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146404 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -20906242.000000 Penalty: 6002.102051
	Iteration 41Q: 3 clusters Score -2.090624e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -20906432.000000 Penalty: 6002.102051
	Iteration 42Q: 3 clusters Score -2.090643e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147631 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -20906576.000000 Penalty: 6002.102051
	Iteration 43Q: 3 clusters Score -2.090658e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148186 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -20906624.000000 Penalty: 6002.102051
	Iteration 44Q: 3 clusters Score -2.090662e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -20906694.000000 Penalty: 6002.102051
	Iteration 45Q: 3 clusters Score -2.090669e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -20906792.000000 Penalty: 6002.102051
	Iteration 46Q: 3 clusters Score -2.090679e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -20906838.000000 Penalty: 6002.102051
	Iteration 47Q: 3 clusters Score -2.090684e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150279 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -20906862.000000 Penalty: 6002.102051
	Iteration 48Q: 3 clusters Score -2.090686e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150821 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -20907008.000000 Penalty: 6002.102051
	Iteration 49Q: 3 clusters Score -2.090701e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151325 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -20907050.000000 Penalty: 6002.102051
	Iteration 50Q: 3 clusters Score -2.090705e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -20907126.000000 Penalty: 6002.102051
	Iteration 51Q: 3 clusters Score -2.090713e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152271 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -20907162.000000 Penalty: 6002.102051
	Iteration 52Q: 3 clusters Score -2.090716e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -20907358.000000 Penalty: 6002.102051
	Iteration 53Q: 3 clusters Score -2.090736e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -20907412.000000 Penalty: 6002.102051
	Iteration 54Q: 3 clusters Score -2.090741e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153583 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -20907440.000000 Penalty: 6002.102051
	Iteration 55Q: 3 clusters Score -2.090744e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153934 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -20907492.000000 Penalty: 6002.102051
	Iteration 56Q: 3 clusters Score -2.090749e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154234 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -20907532.000000 Penalty: 6002.102051
	Iteration 57Q: 3 clusters Score -2.090753e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -20907546.000000 Penalty: 6002.102051
	Iteration 58Q: 3 clusters Score -2.090755e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154762 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -20907582.000000 Penalty: 6002.102051
	Iteration 59Q: 3 clusters Score -2.090758e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155004 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -20907626.000000 Penalty: 6002.102051
	Iteration 60F: 3 clusters Score -2.090763e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155192 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -20907700.000000 Penalty: 6002.102051
	Iteration 61Q: 3 clusters Score -2.09077e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -20907714.000000 Penalty: 6002.102051
	Iteration 62Q: 3 clusters Score -2.090771e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155533 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -20907652.000000 Penalty: 6002.102051
	Iteration 63Q: 3 clusters Score -2.090765e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155691 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -20907634.000000 Penalty: 6002.102051
	Iteration 64Q: 3 clusters Score -2.090763e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155825 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -20907630.000000 Penalty: 6002.102051
	Iteration 65Q: 3 clusters Score -2.090763e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155925 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -20907654.000000 Penalty: 6002.102051
	Iteration 66Q: 3 clusters Score -2.090765e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156009 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -20907640.000000 Penalty: 6002.102051
	Iteration 67Q: 3 clusters Score -2.090764e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156076 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -20907656.000000 Penalty: 6002.102051
	Iteration 68Q: 3 clusters Score -2.090766e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156136 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -20907638.000000 Penalty: 6002.102051
	Iteration 69Q: 3 clusters Score -2.090764e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -20907640.000000 Penalty: 6002.102051
	Iteration 70Q: 3 clusters Score -2.090764e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156234 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -20907636.000000 Penalty: 6002.102051
	Iteration 71Q: 3 clusters Score -2.090764e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -20907646.000000 Penalty: 6002.102051
	Iteration 72Q: 3 clusters Score -2.090765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156296 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -20907632.000000 Penalty: 6002.102051
	Iteration 73Q: 3 clusters Score -2.090763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -20907648.000000 Penalty: 6002.102051
	Iteration 74Q: 3 clusters Score -2.090765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -20907664.000000 Penalty: 6002.102051
	Iteration 75Q: 3 clusters Score -2.090766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -20907660.000000 Penalty: 6002.102051
	Iteration 76Q: 3 clusters Score -2.090766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -20907652.000000 Penalty: 6002.102051
	Iteration 77Q: 3 clusters Score -2.090765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -20907648.000000 Penalty: 6002.102051
	Iteration 78Q: 3 clusters Score -2.090765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156396 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -20907638.000000 Penalty: 6002.102051
	Iteration 79Q: 3 clusters Score -2.090764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156413 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -20907632.000000 Penalty: 6002.102051
	Iteration 80F: 3 clusters Score -2.090763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -20907630.000000 Penalty: 6002.102051
	Iteration 81Q: 3 clusters Score -2.090763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -20907628.000000 Penalty: 6002.102051
	Iteration 82Q: 3 clusters Score -2.090763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156439 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -20907612.000000 Penalty: 6002.102051
	Iteration 83Q: 3 clusters Score -2.090761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -20907636.000000 Penalty: 6002.102051
	Iteration 84Q: 3 clusters Score -2.090764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156452 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -20907634.000000 Penalty: 6002.102051
	Iteration 85Q: 3 clusters Score -2.090763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -20907638.000000 Penalty: 6002.102051
	Iteration 86Q: 3 clusters Score -2.090764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156469 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -20907650.000000 Penalty: 6002.102051
	Iteration 87Q: 3 clusters Score -2.090765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156479 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -20907640.000000 Penalty: 6002.102051
	Iteration 88Q: 3 clusters Score -2.090764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156491 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -20907626.000000 Penalty: 6002.102051
	Iteration 89Q: 3 clusters Score -2.090763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156503 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -20907634.000000 Penalty: 6002.102051
	Iteration 90Q: 3 clusters Score -2.090763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156511 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -20907634.000000 Penalty: 6002.102051
	Iteration 91Q: 3 clusters Score -2.090763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -20907626.000000 Penalty: 6002.102051
	Iteration 92Q: 3 clusters Score -2.090763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -20907618.000000 Penalty: 6002.102051
	Iteration 93Q: 3 clusters Score -2.090762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -20907612.000000 Penalty: 6002.102051
	Iteration 94Q: 3 clusters Score -2.090761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -20907592.000000 Penalty: 6002.102051
	Iteration 95Q: 3 clusters Score -2.090759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156555 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -20907588.000000 Penalty: 6002.102051
	Iteration 96Q: 3 clusters Score -2.090759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156563 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -20907584.000000 Penalty: 6002.102051
	Iteration 97Q: 3 clusters Score -2.090758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156570 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -20907612.000000 Penalty: 6002.102051
	Iteration 98Q: 3 clusters Score -2.090761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156571 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -20907610.000000 Penalty: 6002.102051
	Iteration 99Q: 3 clusters Score -2.090761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156571 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -20907610.000000 Penalty: 6002.102051
	Iteration 100F: 3 clusters Score -2.090761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 30678 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 61925 members 
Mstep: Class 12 contains 211342 members 
Mstep: Class 13 contains 192546 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Entering Unmasked Estep 
Score: -133172704.000000 Penalty: 79738.992188
Splitting cluster 7 changes total score from -133121848.000000 to -133172704.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (30678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Entering Unmasked Estep 
Score: -3394629.500000 Penalty: 2562.162598
	Iteration 0F: 2 clusters Score -3394630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3373759.250000 Penalty: 5124.325195
	Iteration 0F: 3 clusters Score -3373759 nChanged 13892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3384431.250000 Penalty: 5124.325195
	Iteration 1F: 3 clusters Score -3384431 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3391494.000000 Penalty: 5124.325195
	Iteration 2F: 3 clusters Score -3391494 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3400631.500000 Penalty: 5124.325195
	Iteration 3F: 3 clusters Score -3400632 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3409702.500000 Penalty: 5124.325195
	Iteration 4F: 3 clusters Score -3409702 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3415512.000000 Penalty: 5124.325195
	Iteration 5F: 3 clusters Score -3415512 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3418198.000000 Penalty: 5124.325195
	Iteration 6Q: 3 clusters Score -3418198 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3420168.500000 Penalty: 5124.325195
	Iteration 7Q: 3 clusters Score -3420168 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3421230.250000 Penalty: 5124.325195
	Iteration 8Q: 3 clusters Score -3421230 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3421501.500000 Penalty: 5124.325195
	Iteration 9Q: 3 clusters Score -3421502 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3421605.500000 Penalty: 5124.325195
	Iteration 10Q: 3 clusters Score -3421606 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3421650.250000 Penalty: 5124.325195
	Iteration 11Q: 3 clusters Score -3421650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3421668.750000 Penalty: 5124.325195
	Iteration 12Q: 3 clusters Score -3421669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3421695.250000 Penalty: 5124.325195
	Iteration 13Q: 3 clusters Score -3421695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3421701.500000 Penalty: 5124.325195
	Iteration 14Q: 3 clusters Score -3421702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3421730.500000 Penalty: 5124.325195
	Iteration 15Q: 3 clusters Score -3421730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3421745.500000 Penalty: 5124.325195
	Iteration 16Q: 3 clusters Score -3421746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3421762.000000 Penalty: 5124.325195
	Iteration 17Q: 3 clusters Score -3421762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3421799.250000 Penalty: 5124.325195
	Iteration 18Q: 3 clusters Score -3421799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3421816.750000 Penalty: 5124.325195
	Iteration 19Q: 3 clusters Score -3421817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3421852.750000 Penalty: 5124.325195
	Iteration 20F: 3 clusters Score -3421853 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3421899.250000 Penalty: 5124.325195
	Iteration 21Q: 3 clusters Score -3421899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3421972.250000 Penalty: 5124.325195
	Iteration 22Q: 3 clusters Score -3421972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3422166.250000 Penalty: 5124.325195
	Iteration 23Q: 3 clusters Score -3422166 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3422524.000000 Penalty: 5124.325195
	Iteration 24Q: 3 clusters Score -3422524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -3423174.000000 Penalty: 5124.325195
	Iteration 25Q: 3 clusters Score -3423174 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3425176.250000 Penalty: 5124.325195
	Iteration 26Q: 3 clusters Score -3425176 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -3431229.750000 Penalty: 5124.325195
	Iteration 27Q: 3 clusters Score -3431230 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3432501.000000 Penalty: 5124.325195
	Iteration 28Q: 3 clusters Score -3432501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3432512.750000 Penalty: 5124.325195
	Iteration 29Q: 3 clusters Score -3432513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3432509.500000 Penalty: 5124.325195
	Iteration 30Q: 3 clusters Score -3432510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3432513.750000 Penalty: 5124.325195
	Iteration 31Q: 3 clusters Score -3432514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3432513.750000 Penalty: 5124.325195
	Iteration 32F: 3 clusters Score -3432514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 61925 members 
Mstep: Class 12 contains 211342 members 
Mstep: Class 13 contains 192546 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Mstep: Class 24 contains 17399 members 
Entering Unmasked Estep 
Score: -133209008.000000 Penalty: 83205.906250
Splitting cluster 8 changes total score from -133121848.000000 to -133209008.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (15644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Entering Unmasked Estep 
Score: -1765675.000000 Penalty: 2395.145020
	Iteration 0F: 2 clusters Score -1765675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1754438.000000 Penalty: 4790.290039
	Iteration 0F: 3 clusters Score -1754438 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1758350.375000 Penalty: 4790.290039
	Iteration 1F: 3 clusters Score -1758350 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1759540.250000 Penalty: 4790.290039
	Iteration 2F: 3 clusters Score -1759540 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1761401.375000 Penalty: 4790.290039
	Iteration 3F: 3 clusters Score -1761401 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1763405.375000 Penalty: 4790.290039
	Iteration 4F: 3 clusters Score -1763405 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1764571.500000 Penalty: 4790.290039
	Iteration 5F: 3 clusters Score -1764572 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1765629.500000 Penalty: 4790.290039
	Iteration 6F: 3 clusters Score -1765630 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1766891.625000 Penalty: 4790.290039
	Iteration 7F: 3 clusters Score -1766892 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1768010.625000 Penalty: 4790.290039
	Iteration 8F: 3 clusters Score -1768011 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1768594.375000 Penalty: 4790.290039
	Iteration 9Q: 3 clusters Score -1768594 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1768860.250000 Penalty: 4790.290039
	Iteration 10Q: 3 clusters Score -1768860 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1768980.875000 Penalty: 4790.290039
	Iteration 11Q: 3 clusters Score -1768981 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1769055.125000 Penalty: 4790.290039
	Iteration 12Q: 3 clusters Score -1769055 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1769106.250000 Penalty: 4790.290039
	Iteration 13Q: 3 clusters Score -1769106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1769127.375000 Penalty: 4790.290039
	Iteration 14Q: 3 clusters Score -1769127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1769148.250000 Penalty: 4790.290039
	Iteration 15Q: 3 clusters Score -1769148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1769171.875000 Penalty: 4790.290039
	Iteration 16Q: 3 clusters Score -1769172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1769193.500000 Penalty: 4790.290039
	Iteration 17Q: 3 clusters Score -1769194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1769202.750000 Penalty: 4790.290039
	Iteration 18Q: 3 clusters Score -1769203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1769214.375000 Penalty: 4790.290039
	Iteration 19Q: 3 clusters Score -1769214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1769219.125000 Penalty: 4790.290039
	Iteration 20F: 3 clusters Score -1769219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1769220.000000 Penalty: 4790.290039
	Iteration 21Q: 3 clusters Score -1769220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1769230.250000 Penalty: 4790.290039
	Iteration 22Q: 3 clusters Score -1769230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1769227.500000 Penalty: 4790.290039
	Iteration 23Q: 3 clusters Score -1769228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1769226.750000 Penalty: 4790.290039
	Iteration 24Q: 3 clusters Score -1769227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1769230.250000 Penalty: 4790.290039
	Iteration 25Q: 3 clusters Score -1769230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1769227.625000 Penalty: 4790.290039
	Iteration 26Q: 3 clusters Score -1769228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1769231.750000 Penalty: 4790.290039
	Iteration 27Q: 3 clusters Score -1769232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1769233.875000 Penalty: 4790.290039
	Iteration 28Q: 3 clusters Score -1769234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1769232.500000 Penalty: 4790.290039
	Iteration 29Q: 3 clusters Score -1769232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1769232.875000 Penalty: 4790.290039
	Iteration 30Q: 3 clusters Score -1769233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1769234.250000 Penalty: 4790.290039
	Iteration 31Q: 3 clusters Score -1769234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1769233.375000 Penalty: 4790.290039
	Iteration 32Q: 3 clusters Score -1769233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1769235.875000 Penalty: 4790.290039
	Iteration 33Q: 3 clusters Score -1769236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1769236.625000 Penalty: 4790.290039
	Iteration 34Q: 3 clusters Score -1769237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1769236.625000 Penalty: 4790.290039
	Iteration 35F: 3 clusters Score -1769237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 61925 members 
Mstep: Class 12 contains 211342 members 
Mstep: Class 13 contains 192546 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 10674 members 
Entering Unmasked Estep 
Score: -133211024.000000 Penalty: 86672.812500
Splitting cluster 10 changes total score from -133121848.000000 to -133211024.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (61925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Entering Unmasked Estep 
Score: -6619759.500000 Penalty: 2736.352295
	Iteration 0F: 2 clusters Score -6619760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6578235.500000 Penalty: 5472.704590
	Iteration 0F: 3 clusters Score -6578236 nChanged 28806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -6595997.000000 Penalty: 5472.704590
	Iteration 1F: 3 clusters Score -6595997 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -6598519.500000 Penalty: 5472.704590
	Iteration 2F: 3 clusters Score -6598520 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -6601675.500000 Penalty: 5472.704590
	Iteration 3F: 3 clusters Score -6601676 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -6605152.000000 Penalty: 5472.704590
	Iteration 4F: 3 clusters Score -6605152 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -6608304.000000 Penalty: 5472.704590
	Iteration 5F: 3 clusters Score -6608304 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -6610623.500000 Penalty: 5472.704590
	Iteration 6F: 3 clusters Score -6610624 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -6612230.500000 Penalty: 5472.704590
	Iteration 7Q: 3 clusters Score -6612230 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -6613343.500000 Penalty: 5472.704590
	Iteration 8Q: 3 clusters Score -6613344 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -6614298.000000 Penalty: 5472.704590
	Iteration 9Q: 3 clusters Score -6614298 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -6615199.000000 Penalty: 5472.704590
	Iteration 10Q: 3 clusters Score -6615199 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -6616015.000000 Penalty: 5472.704590
	Iteration 11Q: 3 clusters Score -6616015 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -6616869.500000 Penalty: 5472.704590
	Iteration 12Q: 3 clusters Score -6616870 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -6617838.000000 Penalty: 5472.704590
	Iteration 13Q: 3 clusters Score -6617838 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -6618832.000000 Penalty: 5472.704590
	Iteration 14Q: 3 clusters Score -6618832 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -6619802.500000 Penalty: 5472.704590
	Iteration 15Q: 3 clusters Score -6619802 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -6620628.500000 Penalty: 5472.704590
	Iteration 16Q: 3 clusters Score -6620628 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -6621281.500000 Penalty: 5472.704590
	Iteration 17Q: 3 clusters Score -6621282 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -6621687.000000 Penalty: 5472.704590
	Iteration 18Q: 3 clusters Score -6621687 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -6622089.000000 Penalty: 5472.704590
	Iteration 19Q: 3 clusters Score -6622089 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -6622381.000000 Penalty: 5472.704590
	Iteration 20F: 3 clusters Score -6622381 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -6622596.000000 Penalty: 5472.704590
	Iteration 21Q: 3 clusters Score -6622596 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -6622746.500000 Penalty: 5472.704590
	Iteration 22Q: 3 clusters Score -6622746 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -6622899.500000 Penalty: 5472.704590
	Iteration 23Q: 3 clusters Score -6622900 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -6623059.500000 Penalty: 5472.704590
	Iteration 24Q: 3 clusters Score -6623060 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -6623230.500000 Penalty: 5472.704590
	Iteration 25Q: 3 clusters Score -6623230 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -6623445.500000 Penalty: 5472.704590
	Iteration 26Q: 3 clusters Score -6623446 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -6623699.000000 Penalty: 5472.704590
	Iteration 27Q: 3 clusters Score -6623699 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -6623975.500000 Penalty: 5472.704590
	Iteration 28Q: 3 clusters Score -6623976 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -6624284.000000 Penalty: 5472.704590
	Iteration 29Q: 3 clusters Score -6624284 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -6624549.500000 Penalty: 5472.704590
	Iteration 30Q: 3 clusters Score -6624550 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -6624699.500000 Penalty: 5472.704590
	Iteration 31Q: 3 clusters Score -6624700 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -6624737.500000 Penalty: 5472.704590
	Iteration 32Q: 3 clusters Score -6624738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -6624760.000000 Penalty: 5472.704590
	Iteration 33Q: 3 clusters Score -6624760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -6624784.500000 Penalty: 5472.704590
	Iteration 34Q: 3 clusters Score -6624784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -6624789.500000 Penalty: 5472.704590
	Iteration 35Q: 3 clusters Score -6624790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -6624791.500000 Penalty: 5472.704590
	Iteration 36Q: 3 clusters Score -6624792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -6624781.000000 Penalty: 5472.704590
	Iteration 37Q: 3 clusters Score -6624781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -6624789.000000 Penalty: 5472.704590
	Iteration 38Q: 3 clusters Score -6624789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -6624793.000000 Penalty: 5472.704590
	Iteration 39Q: 3 clusters Score -6624793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -6624794.500000 Penalty: 5472.704590
	Iteration 40F: 3 clusters Score -6624794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -6624802.000000 Penalty: 5472.704590
	Iteration 41Q: 3 clusters Score -6624802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -6624808.000000 Penalty: 5472.704590
	Iteration 42Q: 3 clusters Score -6624808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -6624802.000000 Penalty: 5472.704590
	Iteration 43Q: 3 clusters Score -6624802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -6624804.000000 Penalty: 5472.704590
	Iteration 44Q: 3 clusters Score -6624804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -6624795.000000 Penalty: 5472.704590
	Iteration 45Q: 3 clusters Score -6624795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -6624801.500000 Penalty: 5472.704590
	Iteration 46Q: 3 clusters Score -6624802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -6624801.500000 Penalty: 5472.704590
	Iteration 47F: 3 clusters Score -6624802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 211342 members 
Mstep: Class 13 contains 192546 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 57599 members 
Entering Unmasked Estep 
Score: -133215376.000000 Penalty: 90139.726562
Splitting cluster 11 changes total score from -133121848.000000 to -133215376.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (211342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211342 members 
Entering Unmasked Estep 
Score: -24502772.000000 Penalty: 3040.785889
	Iteration 0F: 2 clusters Score -2.450277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 105674 members 
Entering Unmasked Estep 
Score: -24366344.000000 Penalty: 6081.571777
	Iteration 0F: 3 clusters Score -2.436634e+07 nChanged 101998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -24428052.000000 Penalty: 6081.571777
	Iteration 1F: 3 clusters Score -2.442805e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112618 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -24431462.000000 Penalty: 6081.571777
	Iteration 2Q: 3 clusters Score -2.443146e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -24436318.000000 Penalty: 6081.571777
	Iteration 3Q: 3 clusters Score -2.443632e+07 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -24441812.000000 Penalty: 6081.571777
	Iteration 4F: 3 clusters Score -2.444181e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126267 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -24448168.000000 Penalty: 6081.571777
	Iteration 5F: 3 clusters Score -2.444817e+07 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132521 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -24454274.000000 Penalty: 6081.571777
	Iteration 6F: 3 clusters Score -2.445427e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139494 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -24459800.000000 Penalty: 6081.571777
	Iteration 7F: 3 clusters Score -2.44598e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146776 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -24465168.000000 Penalty: 6081.571777
	Iteration 8Q: 3 clusters Score -2.446517e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154553 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -24470774.000000 Penalty: 6081.571777
	Iteration 9Q: 3 clusters Score -2.447077e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162343 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -24476374.000000 Penalty: 6081.571777
	Iteration 10Q: 3 clusters Score -2.447637e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169735 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -24481400.000000 Penalty: 6081.571777
	Iteration 11Q: 3 clusters Score -2.44814e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176257 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -24485668.000000 Penalty: 6081.571777
	Iteration 12Q: 3 clusters Score -2.448567e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181702 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -24488700.000000 Penalty: 6081.571777
	Iteration 13Q: 3 clusters Score -2.44887e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186288 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -24491322.000000 Penalty: 6081.571777
	Iteration 14Q: 3 clusters Score -2.449132e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190098 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -24493212.000000 Penalty: 6081.571777
	Iteration 15Q: 3 clusters Score -2.449321e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193403 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -24494752.000000 Penalty: 6081.571777
	Iteration 16Q: 3 clusters Score -2.449475e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196236 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -24496048.000000 Penalty: 6081.571777
	Iteration 17Q: 3 clusters Score -2.449605e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198699 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -24497138.000000 Penalty: 6081.571777
	Iteration 18Q: 3 clusters Score -2.449714e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200845 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -24498050.000000 Penalty: 6081.571777
	Iteration 19Q: 3 clusters Score -2.449805e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202615 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -24498930.000000 Penalty: 6081.571777
	Iteration 20F: 3 clusters Score -2.449893e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204008 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -24499442.000000 Penalty: 6081.571777
	Iteration 21Q: 3 clusters Score -2.449944e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205106 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -24499978.000000 Penalty: 6081.571777
	Iteration 22Q: 3 clusters Score -2.449998e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205937 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -24500304.000000 Penalty: 6081.571777
	Iteration 23Q: 3 clusters Score -2.45003e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206582 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -24500444.000000 Penalty: 6081.571777
	Iteration 24Q: 3 clusters Score -2.450044e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207083 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -24500666.000000 Penalty: 6081.571777
	Iteration 25Q: 3 clusters Score -2.450067e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207450 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -24500926.000000 Penalty: 6081.571777
	Iteration 26Q: 3 clusters Score -2.450093e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207727 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -24501168.000000 Penalty: 6081.571777
	Iteration 27Q: 3 clusters Score -2.450117e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207927 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -24501248.000000 Penalty: 6081.571777
	Iteration 28Q: 3 clusters Score -2.450125e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208072 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -24501332.000000 Penalty: 6081.571777
	Iteration 29Q: 3 clusters Score -2.450133e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208190 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -24501434.000000 Penalty: 6081.571777
	Iteration 30Q: 3 clusters Score -2.450143e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208305 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -24501482.000000 Penalty: 6081.571777
	Iteration 31Q: 3 clusters Score -2.450148e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208400 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -24501604.000000 Penalty: 6081.571777
	Iteration 32Q: 3 clusters Score -2.45016e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208461 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -24501668.000000 Penalty: 6081.571777
	Iteration 33Q: 3 clusters Score -2.450167e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208497 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -24501728.000000 Penalty: 6081.571777
	Iteration 34Q: 3 clusters Score -2.450173e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208531 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -24501792.000000 Penalty: 6081.571777
	Iteration 35Q: 3 clusters Score -2.450179e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208565 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -24501808.000000 Penalty: 6081.571777
	Iteration 36Q: 3 clusters Score -2.450181e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208594 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -24501832.000000 Penalty: 6081.571777
	Iteration 37Q: 3 clusters Score -2.450183e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208613 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -24501836.000000 Penalty: 6081.571777
	Iteration 38Q: 3 clusters Score -2.450184e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208613 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -24501856.000000 Penalty: 6081.571777
	Iteration 39Q: 3 clusters Score -2.450186e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208609 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -24501858.000000 Penalty: 6081.571777
	Iteration 40F: 3 clusters Score -2.450186e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208604 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -24501882.000000 Penalty: 6081.571777
	Iteration 41Q: 3 clusters Score -2.450188e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208590 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -24501836.000000 Penalty: 6081.571777
	Iteration 42Q: 3 clusters Score -2.450184e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208589 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -24501868.000000 Penalty: 6081.571777
	Iteration 43Q: 3 clusters Score -2.450187e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208581 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -24501920.000000 Penalty: 6081.571777
	Iteration 44Q: 3 clusters Score -2.450192e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208547 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -24501962.000000 Penalty: 6081.571777
	Iteration 45Q: 3 clusters Score -2.450196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208504 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -24502000.000000 Penalty: 6081.571777
	Iteration 46Q: 3 clusters Score -2.4502e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208470 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -24502080.000000 Penalty: 6081.571777
	Iteration 47Q: 3 clusters Score -2.450208e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208429 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -24502164.000000 Penalty: 6081.571777
	Iteration 48Q: 3 clusters Score -2.450216e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208362 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -24502250.000000 Penalty: 6081.571777
	Iteration 49Q: 3 clusters Score -2.450225e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208256 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -24502358.000000 Penalty: 6081.571777
	Iteration 50Q: 3 clusters Score -2.450236e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208114 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -24502534.000000 Penalty: 6081.571777
	Iteration 51Q: 3 clusters Score -2.450253e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207954 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -24502712.000000 Penalty: 6081.571777
	Iteration 52Q: 3 clusters Score -2.450271e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207793 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -24502962.000000 Penalty: 6081.571777
	Iteration 53Q: 3 clusters Score -2.450296e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207650 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -24503054.000000 Penalty: 6081.571777
	Iteration 54Q: 3 clusters Score -2.450305e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207527 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -24503270.000000 Penalty: 6081.571777
	Iteration 55Q: 3 clusters Score -2.450327e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207445 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -24503398.000000 Penalty: 6081.571777
	Iteration 56Q: 3 clusters Score -2.45034e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207411 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -24503460.000000 Penalty: 6081.571777
	Iteration 57Q: 3 clusters Score -2.450346e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207393 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -24503500.000000 Penalty: 6081.571777
	Iteration 58Q: 3 clusters Score -2.45035e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207374 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -24503528.000000 Penalty: 6081.571777
	Iteration 59Q: 3 clusters Score -2.450353e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207348 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -24504170.000000 Penalty: 6081.571777
	Iteration 60F: 3 clusters Score -2.450417e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206855 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -24504894.000000 Penalty: 6081.571777
	Iteration 61Q: 3 clusters Score -2.450489e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206290 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -24505888.000000 Penalty: 6081.571777
	Iteration 62Q: 3 clusters Score -2.450589e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205633 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -24506722.000000 Penalty: 6081.571777
	Iteration 63Q: 3 clusters Score -2.450672e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204895 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -24507588.000000 Penalty: 6081.571777
	Iteration 64Q: 3 clusters Score -2.450759e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204222 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -24508210.000000 Penalty: 6081.571777
	Iteration 65Q: 3 clusters Score -2.450821e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203654 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -24508558.000000 Penalty: 6081.571777
	Iteration 66Q: 3 clusters Score -2.450856e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203155 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -24508838.000000 Penalty: 6081.571777
	Iteration 67Q: 3 clusters Score -2.450884e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202766 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -24508970.000000 Penalty: 6081.571777
	Iteration 68Q: 3 clusters Score -2.450897e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202486 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -24509024.000000 Penalty: 6081.571777
	Iteration 69Q: 3 clusters Score -2.450902e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202297 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -24509038.000000 Penalty: 6081.571777
	Iteration 70Q: 3 clusters Score -2.450904e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202162 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -24509042.000000 Penalty: 6081.571777
	Iteration 71Q: 3 clusters Score -2.450904e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202076 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -24509086.000000 Penalty: 6081.571777
	Iteration 72Q: 3 clusters Score -2.450909e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202010 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -24509064.000000 Penalty: 6081.571777
	Iteration 73Q: 3 clusters Score -2.450906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201961 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -24509080.000000 Penalty: 6081.571777
	Iteration 74Q: 3 clusters Score -2.450908e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201924 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -24509108.000000 Penalty: 6081.571777
	Iteration 75Q: 3 clusters Score -2.450911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201896 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -24509092.000000 Penalty: 6081.571777
	Iteration 76Q: 3 clusters Score -2.450909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201870 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -24509114.000000 Penalty: 6081.571777
	Iteration 77Q: 3 clusters Score -2.450911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201853 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -24509124.000000 Penalty: 6081.571777
	Iteration 78Q: 3 clusters Score -2.450912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201840 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -24509116.000000 Penalty: 6081.571777
	Iteration 79Q: 3 clusters Score -2.450912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201833 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -24509484.000000 Penalty: 6081.571777
	Iteration 80F: 3 clusters Score -2.450948e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201426 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -24509912.000000 Penalty: 6081.571777
	Iteration 81Q: 3 clusters Score -2.450991e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201075 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -24510006.000000 Penalty: 6081.571777
	Iteration 82Q: 3 clusters Score -2.451001e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200767 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -24510124.000000 Penalty: 6081.571777
	Iteration 83Q: 3 clusters Score -2.451012e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200510 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -24510198.000000 Penalty: 6081.571777
	Iteration 84Q: 3 clusters Score -2.45102e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200273 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -24510198.000000 Penalty: 6081.571777
	Iteration 85Q: 3 clusters Score -2.45102e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200080 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -24510302.000000 Penalty: 6081.571777
	Iteration 86Q: 3 clusters Score -2.45103e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199890 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -24510358.000000 Penalty: 6081.571777
	Iteration 87Q: 3 clusters Score -2.451036e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199706 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -24510400.000000 Penalty: 6081.571777
	Iteration 88Q: 3 clusters Score -2.45104e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199551 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -24510444.000000 Penalty: 6081.571777
	Iteration 89Q: 3 clusters Score -2.451044e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199407 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -24510484.000000 Penalty: 6081.571777
	Iteration 90Q: 3 clusters Score -2.451048e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199258 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -24510476.000000 Penalty: 6081.571777
	Iteration 91Q: 3 clusters Score -2.451048e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199138 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -24510536.000000 Penalty: 6081.571777
	Iteration 92Q: 3 clusters Score -2.451054e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199022 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -24510580.000000 Penalty: 6081.571777
	Iteration 93Q: 3 clusters Score -2.451058e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198922 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -24510604.000000 Penalty: 6081.571777
	Iteration 94Q: 3 clusters Score -2.45106e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198821 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -24510616.000000 Penalty: 6081.571777
	Iteration 95Q: 3 clusters Score -2.451062e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198711 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -24510708.000000 Penalty: 6081.571777
	Iteration 96Q: 3 clusters Score -2.451071e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198623 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -24510720.000000 Penalty: 6081.571777
	Iteration 97Q: 3 clusters Score -2.451072e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198539 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -24510722.000000 Penalty: 6081.571777
	Iteration 98Q: 3 clusters Score -2.451072e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198455 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -24510716.000000 Penalty: 6081.571777
	Iteration 99Q: 3 clusters Score -2.451072e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -24510780.000000 Penalty: 6081.571777
	Iteration 100F: 3 clusters Score -2.451078e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198306 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -24510794.000000 Penalty: 6081.571777
	Iteration 101Q: 3 clusters Score -2.451079e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198249 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -24510814.000000 Penalty: 6081.571777
	Iteration 102Q: 3 clusters Score -2.451081e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198214 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -24510822.000000 Penalty: 6081.571777
	Iteration 103Q: 3 clusters Score -2.451082e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198176 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -24510826.000000 Penalty: 6081.571777
	Iteration 104Q: 3 clusters Score -2.451083e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198145 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -24510864.000000 Penalty: 6081.571777
	Iteration 105Q: 3 clusters Score -2.451086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198109 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -24510826.000000 Penalty: 6081.571777
	Iteration 106Q: 3 clusters Score -2.451083e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198077 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -24510854.000000 Penalty: 6081.571777
	Iteration 107Q: 3 clusters Score -2.451085e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198056 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -24510880.000000 Penalty: 6081.571777
	Iteration 108Q: 3 clusters Score -2.451088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198039 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -24510894.000000 Penalty: 6081.571777
	Iteration 109Q: 3 clusters Score -2.451089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198028 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -24510892.000000 Penalty: 6081.571777
	Iteration 110Q: 3 clusters Score -2.451089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198020 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -24510926.000000 Penalty: 6081.571777
	Iteration 111Q: 3 clusters Score -2.451093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198010 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -24510942.000000 Penalty: 6081.571777
	Iteration 112Q: 3 clusters Score -2.451094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197998 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -24510960.000000 Penalty: 6081.571777
	Iteration 113Q: 3 clusters Score -2.451096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197994 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -24510962.000000 Penalty: 6081.571777
	Iteration 114Q: 3 clusters Score -2.451096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197990 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -24510938.000000 Penalty: 6081.571777
	Iteration 115Q: 3 clusters Score -2.451094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197986 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -24510940.000000 Penalty: 6081.571777
	Iteration 116Q: 3 clusters Score -2.451094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197985 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -24510940.000000 Penalty: 6081.571777
	Iteration 117Q: 3 clusters Score -2.451094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197984 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -24510944.000000 Penalty: 6081.571777
	Iteration 118Q: 3 clusters Score -2.451094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197983 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -24510938.000000 Penalty: 6081.571777
	Iteration 119Q: 3 clusters Score -2.451094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197983 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -24510938.000000 Penalty: 6081.571777
	Iteration 120F: 3 clusters Score -2.451094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 197983 members 
Mstep: Class 13 contains 192546 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 57599 members 
Mstep: Class 27 contains 13359 members 
Entering Unmasked Estep 
Score: -133222952.000000 Penalty: 93606.640625
Splitting cluster 12 changes total score from -133121848.000000 to -133222952.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (192546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192546 members 
Entering Unmasked Estep 
Score: -22627582.000000 Penalty: 3017.686523
	Iteration 0F: 2 clusters Score -2.262758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 96366 members 
Entering Unmasked Estep 
Score: -22502968.000000 Penalty: 6035.373047
	Iteration 0F: 3 clusters Score -2.250297e+07 nChanged 91950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94606 members 
Mstep: Class 2 contains 97940 members 
Entering Unmasked Estep 
Score: -22556156.000000 Penalty: 6035.373047
	Iteration 1F: 3 clusters Score -2.255616e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 99268 members 
Entering Unmasked Estep 
Score: -22558372.000000 Penalty: 6035.373047
	Iteration 2Q: 3 clusters Score -2.255837e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -22562340.000000 Penalty: 6035.373047
	Iteration 3Q: 3 clusters Score -2.256234e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 105451 members 
Entering Unmasked Estep 
Score: -22569422.000000 Penalty: 6035.373047
	Iteration 4F: 3 clusters Score -2.256942e+07 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -22579488.000000 Penalty: 6035.373047
	Iteration 5F: 3 clusters Score -2.257949e+07 nChanged 14622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 115777 members 
Entering Unmasked Estep 
Score: -22590044.000000 Penalty: 6035.373047
	Iteration 6F: 3 clusters Score -2.259004e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -22598426.000000 Penalty: 6035.373047
	Iteration 7F: 3 clusters Score -2.259843e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -22604854.000000 Penalty: 6035.373047
	Iteration 8F: 3 clusters Score -2.260485e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 124282 members 
Entering Unmasked Estep 
Score: -22610438.000000 Penalty: 6035.373047
	Iteration 9Q: 3 clusters Score -2.261044e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 125525 members 
Entering Unmasked Estep 
Score: -22615012.000000 Penalty: 6035.373047
	Iteration 10Q: 3 clusters Score -2.261501e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -22618262.000000 Penalty: 6035.373047
	Iteration 11Q: 3 clusters Score -2.261826e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -22620378.000000 Penalty: 6035.373047
	Iteration 12Q: 3 clusters Score -2.262038e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 128237 members 
Entering Unmasked Estep 
Score: -22622142.000000 Penalty: 6035.373047
	Iteration 13Q: 3 clusters Score -2.262214e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 128935 members 
Entering Unmasked Estep 
Score: -22623550.000000 Penalty: 6035.373047
	Iteration 14Q: 3 clusters Score -2.262355e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 129618 members 
Entering Unmasked Estep 
Score: -22624554.000000 Penalty: 6035.373047
	Iteration 15Q: 3 clusters Score -2.262455e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 130092 members 
Entering Unmasked Estep 
Score: -22625536.000000 Penalty: 6035.373047
	Iteration 16Q: 3 clusters Score -2.262554e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 130422 members 
Entering Unmasked Estep 
Score: -22626320.000000 Penalty: 6035.373047
	Iteration 17Q: 3 clusters Score -2.262632e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 130693 members 
Entering Unmasked Estep 
Score: -22627158.000000 Penalty: 6035.373047
	Iteration 18Q: 3 clusters Score -2.262716e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 130935 members 
Entering Unmasked Estep 
Score: -22628008.000000 Penalty: 6035.373047
	Iteration 19Q: 3 clusters Score -2.262801e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 131091 members 
Entering Unmasked Estep 
Score: -22629452.000000 Penalty: 6035.373047
	Iteration 20F: 3 clusters Score -2.262945e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 131293 members 
Entering Unmasked Estep 
Score: -22632362.000000 Penalty: 6035.373047
	Iteration 21Q: 3 clusters Score -2.263236e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 131682 members 
Entering Unmasked Estep 
Score: -22639616.000000 Penalty: 6035.373047
	Iteration 22Q: 3 clusters Score -2.263962e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 131708 members 
Entering Unmasked Estep 
Score: -22654494.000000 Penalty: 6035.373047
	Iteration 23Q: 3 clusters Score -2.265449e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 128643 members 
Entering Unmasked Estep 
Score: -22662050.000000 Penalty: 6035.373047
	Iteration 24Q: 3 clusters Score -2.266205e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 123932 members 
Entering Unmasked Estep 
Score: -22665762.000000 Penalty: 6035.373047
	Iteration 25Q: 3 clusters Score -2.266576e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -22669714.000000 Penalty: 6035.373047
	Iteration 26Q: 3 clusters Score -2.266971e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 112532 members 
Entering Unmasked Estep 
Score: -22674246.000000 Penalty: 6035.373047
	Iteration 27Q: 3 clusters Score -2.267425e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 106052 members 
Entering Unmasked Estep 
Score: -22679192.000000 Penalty: 6035.373047
	Iteration 28Q: 3 clusters Score -2.267919e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -22684914.000000 Penalty: 6035.373047
	Iteration 29Q: 3 clusters Score -2.268491e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 93142 members 
Entering Unmasked Estep 
Score: -22690366.000000 Penalty: 6035.373047
	Iteration 30Q: 3 clusters Score -2.269037e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -22695112.000000 Penalty: 6035.373047
	Iteration 31Q: 3 clusters Score -2.269511e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107946 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -22699128.000000 Penalty: 6035.373047
	Iteration 32Q: 3 clusters Score -2.269913e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -22702426.000000 Penalty: 6035.373047
	Iteration 33Q: 3 clusters Score -2.270243e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112218 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -22705506.000000 Penalty: 6035.373047
	Iteration 34Q: 3 clusters Score -2.270551e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113585 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -22708472.000000 Penalty: 6035.373047
	Iteration 35Q: 3 clusters Score -2.270847e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114654 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
Score: -22711606.000000 Penalty: 6035.373047
	Iteration 36Q: 3 clusters Score -2.271161e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -22714938.000000 Penalty: 6035.373047
	Iteration 37Q: 3 clusters Score -2.271494e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 76114 members 
Entering Unmasked Estep 
Score: -22717956.000000 Penalty: 6035.373047
	Iteration 38Q: 3 clusters Score -2.271796e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117160 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -22721032.000000 Penalty: 6035.373047
	Iteration 39Q: 3 clusters Score -2.272103e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117806 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -22729016.000000 Penalty: 6035.373047
	Iteration 40F: 3 clusters Score -2.272902e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119569 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -22733884.000000 Penalty: 6035.373047
	Iteration 41Q: 3 clusters Score -2.273388e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120400 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -22734462.000000 Penalty: 6035.373047
	Iteration 42Q: 3 clusters Score -2.273446e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120715 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -22734576.000000 Penalty: 6035.373047
	Iteration 43Q: 3 clusters Score -2.273458e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -22734546.000000 Penalty: 6035.373047
	Iteration 44Q: 3 clusters Score -2.273455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120878 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -22734548.000000 Penalty: 6035.373047
	Iteration 45Q: 3 clusters Score -2.273455e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120904 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -22734536.000000 Penalty: 6035.373047
	Iteration 46Q: 3 clusters Score -2.273454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120912 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -22734532.000000 Penalty: 6035.373047
	Iteration 47Q: 3 clusters Score -2.273453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -22734516.000000 Penalty: 6035.373047
	Iteration 48Q: 3 clusters Score -2.273452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -22734510.000000 Penalty: 6035.373047
	Iteration 49Q: 3 clusters Score -2.273451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -22734510.000000 Penalty: 6035.373047
	Iteration 50F: 3 clusters Score -2.273451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 197983 members 
Mstep: Class 13 contains 120918 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 57599 members 
Mstep: Class 27 contains 13359 members 
Mstep: Class 28 contains 71628 members 
Entering Unmasked Estep 
Score: -133326120.000000 Penalty: 97073.554688
Splitting cluster 13 changes total score from -133121848.000000 to -133326120.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -126521.968750 Penalty: 1830.458008
	Iteration 0F: 2 clusters Score -126522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -124716.257812 Penalty: 3660.916016
	Iteration 0F: 3 clusters Score -124716.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -126616.062500 Penalty: 3660.916016
	Iteration 1F: 3 clusters Score -126616.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128401.539062 Penalty: 3660.916016
	Iteration 2F: 3 clusters Score -128401.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -129652.585938 Penalty: 3660.916016
	Iteration 3F: 3 clusters Score -129652.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -130960.203125 Penalty: 3660.916016
	Iteration 4F: 3 clusters Score -130960.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131847.703125 Penalty: 3660.916016
	Iteration 5F: 3 clusters Score -131847.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -132376.281250 Penalty: 3660.916016
	Iteration 6Q: 3 clusters Score -132376.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132469.703125 Penalty: 3660.916016
	Iteration 7Q: 3 clusters Score -132469.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -132505.250000 Penalty: 3660.916016
	Iteration 8Q: 3 clusters Score -132505.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132523.796875 Penalty: 3660.916016
	Iteration 9Q: 3 clusters Score -132523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -132542.062500 Penalty: 3660.916016
	Iteration 10Q: 3 clusters Score -132542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132547.046875 Penalty: 3660.916016
	Iteration 11Q: 3 clusters Score -132547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132556.953125 Penalty: 3660.916016
	Iteration 12Q: 3 clusters Score -132557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132569.828125 Penalty: 3660.916016
	Iteration 13Q: 3 clusters Score -132569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132583.484375 Penalty: 3660.916016
	Iteration 14Q: 3 clusters Score -132583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -132594.171875 Penalty: 3660.916016
	Iteration 15Q: 3 clusters Score -132594.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132617.250000 Penalty: 3660.916016
	Iteration 16Q: 3 clusters Score -132617.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132656.578125 Penalty: 3660.916016
	Iteration 17Q: 3 clusters Score -132656.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132673.593750 Penalty: 3660.916016
	Iteration 18Q: 3 clusters Score -132673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132693.125000 Penalty: 3660.916016
	Iteration 19Q: 3 clusters Score -132693.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132707.593750 Penalty: 3660.916016
	Iteration 20F: 3 clusters Score -132707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132715.484375 Penalty: 3660.916016
	Iteration 21Q: 3 clusters Score -132715.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132725.578125 Penalty: 3660.916016
	Iteration 22Q: 3 clusters Score -132725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -132737.671875 Penalty: 3660.916016
	Iteration 23Q: 3 clusters Score -132737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -132750.156250 Penalty: 3660.916016
	Iteration 24Q: 3 clusters Score -132750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -132756.625000 Penalty: 3660.916016
	Iteration 25Q: 3 clusters Score -132756.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -132766.937500 Penalty: 3660.916016
	Iteration 26Q: 3 clusters Score -132766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132770.078125 Penalty: 3660.916016
	Iteration 27Q: 3 clusters Score -132770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -132771.734375 Penalty: 3660.916016
	Iteration 28Q: 3 clusters Score -132771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -132772.750000 Penalty: 3660.916016
	Iteration 29Q: 3 clusters Score -132772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -132773.406250 Penalty: 3660.916016
	Iteration 30Q: 3 clusters Score -132773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -132773.406250 Penalty: 3660.916016
	Iteration 31F: 3 clusters Score -132773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 197983 members 
Mstep: Class 13 contains 120918 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 57599 members 
Mstep: Class 27 contains 13359 members 
Mstep: Class 28 contains 71628 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
Score: -133330880.000000 Penalty: 100540.468750
Splitting cluster 14 changes total score from -133121848.000000 to -133330880.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (16761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Entering Unmasked Estep 
Score: -2261425.250000 Penalty: 2412.249023
	Iteration 0F: 2 clusters Score -2261425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2250154.750000 Penalty: 4824.498047
	Iteration 0F: 3 clusters Score -2250155 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2265998.500000 Penalty: 4824.498047
	Iteration 1F: 3 clusters Score -2265998 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2275984.750000 Penalty: 4824.498047
	Iteration 2F: 3 clusters Score -2275985 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2279758.000000 Penalty: 4824.498047
	Iteration 3F: 3 clusters Score -2279758 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2281010.500000 Penalty: 4824.498047
	Iteration 4F: 3 clusters Score -2281010 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2281971.250000 Penalty: 4824.498047
	Iteration 5Q: 3 clusters Score -2281971 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2283008.250000 Penalty: 4824.498047
	Iteration 6Q: 3 clusters Score -2283008 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2284131.500000 Penalty: 4824.498047
	Iteration 7Q: 3 clusters Score -2284132 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2285559.250000 Penalty: 4824.498047
	Iteration 8Q: 3 clusters Score -2285559 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2286252.250000 Penalty: 4824.498047
	Iteration 9Q: 3 clusters Score -2286252 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2286440.000000 Penalty: 4824.498047
	Iteration 10Q: 3 clusters Score -2286440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2286603.750000 Penalty: 4824.498047
	Iteration 11Q: 3 clusters Score -2286604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2286715.500000 Penalty: 4824.498047
	Iteration 12Q: 3 clusters Score -2286716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2286755.500000 Penalty: 4824.498047
	Iteration 13Q: 3 clusters Score -2286756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2286743.500000 Penalty: 4824.498047
	Iteration 14Q: 3 clusters Score -2286744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2286774.000000 Penalty: 4824.498047
	Iteration 15Q: 3 clusters Score -2286774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2286780.500000 Penalty: 4824.498047
	Iteration 16Q: 3 clusters Score -2286780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2286770.250000 Penalty: 4824.498047
	Iteration 17Q: 3 clusters Score -2286770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2286781.750000 Penalty: 4824.498047
	Iteration 18Q: 3 clusters Score -2286782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2286770.500000 Penalty: 4824.498047
	Iteration 19Q: 3 clusters Score -2286770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2286782.500000 Penalty: 4824.498047
	Iteration 20F: 3 clusters Score -2286782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2286789.250000 Penalty: 4824.498047
	Iteration 21Q: 3 clusters Score -2286789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2286792.250000 Penalty: 4824.498047
	Iteration 22Q: 3 clusters Score -2286792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2286781.500000 Penalty: 4824.498047
	Iteration 23Q: 3 clusters Score -2286782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2286781.500000 Penalty: 4824.498047
	Iteration 24F: 3 clusters Score -2286782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 197983 members 
Mstep: Class 13 contains 120918 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 13274 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 61318 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 57599 members 
Mstep: Class 27 contains 13359 members 
Mstep: Class 28 contains 71628 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 3487 members 
Entering Unmasked Estep 
Score: -133354888.000000 Penalty: 104007.382812
Splitting cluster 15 changes total score from -133121848.000000 to -133354888.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (61318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Entering Unmasked Estep 
Score: -6916254.000000 Penalty: 2733.909424
	Iteration 0F: 2 clusters Score -6916254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -6875235.500000 Penalty: 5467.818848
	Iteration 0F: 3 clusters Score -6875236 nChanged 28761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -6896066.000000 Penalty: 5467.818848
	Iteration 1F: 3 clusters Score -6896066 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -6904561.000000 Penalty: 5467.818848
	Iteration 2F: 3 clusters Score -6904561 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -6913798.000000 Penalty: 5467.818848
	Iteration 3F: 3 clusters Score -6913798 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -6921241.500000 Penalty: 5467.818848
	Iteration 4F: 3 clusters Score -6921242 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -6927926.500000 Penalty: 5467.818848
	Iteration 5F: 3 clusters Score -6927926 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -6932762.500000 Penalty: 5467.818848
	Iteration 6F: 3 clusters Score -6932762 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -6934563.500000 Penalty: 5467.818848
	Iteration 7Q: 3 clusters Score -6934564 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -6935282.000000 Penalty: 5467.818848
	Iteration 8Q: 3 clusters Score -6935282 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -6935734.500000 Penalty: 5467.818848
	Iteration 9Q: 3 clusters Score -6935734 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -6936168.500000 Penalty: 5467.818848
	Iteration 10Q: 3 clusters Score -6936168 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -6936429.000000 Penalty: 5467.818848
	Iteration 11Q: 3 clusters Score -6936429 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -6936533.000000 Penalty: 5467.818848
	Iteration 12Q: 3 clusters Score -6936533 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -6936610.500000 Penalty: 5467.818848
	Iteration 13Q: 3 clusters Score -6936610 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -6936639.500000 Penalty: 5467.818848
	Iteration 14Q: 3 clusters Score -6936640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -6936640.500000 Penalty: 5467.818848
	Iteration 15Q: 3 clusters Score -6936640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -6936641.500000 Penalty: 5467.818848
	Iteration 16Q: 3 clusters Score -6936642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -6936654.500000 Penalty: 5467.818848
	Iteration 17Q: 3 clusters Score -6936654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -6936649.500000 Penalty: 5467.818848
	Iteration 18Q: 3 clusters Score -6936650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -6936636.000000 Penalty: 5467.818848
	Iteration 19Q: 3 clusters Score -6936636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -6936625.500000 Penalty: 5467.818848
	Iteration 20F: 3 clusters Score -6936626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -6936619.000000 Penalty: 5467.818848
	Iteration 21Q: 3 clusters Score -6936619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -6936621.000000 Penalty: 5467.818848
	Iteration 22Q: 3 clusters Score -6936621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -6936622.500000 Penalty: 5467.818848
	Iteration 23Q: 3 clusters Score -6936622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -6936622.000000 Penalty: 5467.818848
	Iteration 24Q: 3 clusters Score -6936622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -6936622.000000 Penalty: 5467.818848
	Iteration 25Q: 3 clusters Score -6936622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -6936622.500000 Penalty: 5467.818848
	Iteration 26Q: 3 clusters Score -6936622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -6936618.000000 Penalty: 5467.818848
	Iteration 27Q: 3 clusters Score -6936618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6936622.500000 Penalty: 5467.818848
	Iteration 28Q: 3 clusters Score -6936622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6936617.500000 Penalty: 5467.818848
	Iteration 29Q: 3 clusters Score -6936618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6936616.500000 Penalty: 5467.818848
	Iteration 30Q: 3 clusters Score -6936616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6936616.500000 Penalty: 5467.818848
	Iteration 31F: 3 clusters Score -6936616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 197983 members 
Mstep: Class 13 contains 120918 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 13274 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 21613 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 57599 members 
Mstep: Class 27 contains 13359 members 
Mstep: Class 28 contains 71628 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 3487 members 
Mstep: Class 31 contains 39705 members 
Entering Unmasked Estep 
Score: -133374616.000000 Penalty: 107474.289062
Splitting cluster 17 changes total score from -133121848.000000 to -133374616.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (33120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Entering Unmasked Estep 
Score: -3747930.000000 Penalty: 2581.157227
	Iteration 0F: 2 clusters Score -3747930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3725404.250000 Penalty: 5162.314453
	Iteration 0F: 3 clusters Score -3725404 nChanged 14961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3735759.250000 Penalty: 5162.314453
	Iteration 1F: 3 clusters Score -3735759 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3742662.500000 Penalty: 5162.314453
	Iteration 2F: 3 clusters Score -3742662 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3753137.750000 Penalty: 5162.314453
	Iteration 3F: 3 clusters Score -3753138 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3758435.500000 Penalty: 5162.314453
	Iteration 4F: 3 clusters Score -3758436 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3761001.750000 Penalty: 5162.314453
	Iteration 5F: 3 clusters Score -3761002 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3763611.500000 Penalty: 5162.314453
	Iteration 6Q: 3 clusters Score -3763612 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3766824.500000 Penalty: 5162.314453
	Iteration 7Q: 3 clusters Score -3766824 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3769861.250000 Penalty: 5162.314453
	Iteration 8Q: 3 clusters Score -3769861 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3771318.750000 Penalty: 5162.314453
	Iteration 9Q: 3 clusters Score -3771319 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3772330.750000 Penalty: 5162.314453
	Iteration 10Q: 3 clusters Score -3772331 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3773533.500000 Penalty: 5162.314453
	Iteration 11Q: 3 clusters Score -3773534 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3775065.750000 Penalty: 5162.314453
	Iteration 12Q: 3 clusters Score -3775066 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3776104.500000 Penalty: 5162.314453
	Iteration 13Q: 3 clusters Score -3776104 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3776608.250000 Penalty: 5162.314453
	Iteration 14Q: 3 clusters Score -3776608 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3776876.500000 Penalty: 5162.314453
	Iteration 15Q: 3 clusters Score -3776876 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3776984.000000 Penalty: 5162.314453
	Iteration 16Q: 3 clusters Score -3776984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3777068.250000 Penalty: 5162.314453
	Iteration 17Q: 3 clusters Score -3777068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3777132.500000 Penalty: 5162.314453
	Iteration 18Q: 3 clusters Score -3777132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3777190.000000 Penalty: 5162.314453
	Iteration 19Q: 3 clusters Score -3777190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3777677.250000 Penalty: 5162.314453
	Iteration 20F: 3 clusters Score -3777677 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3778582.250000 Penalty: 5162.314453
	Iteration 21Q: 3 clusters Score -3778582 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3780294.000000 Penalty: 5162.314453
	Iteration 22Q: 3 clusters Score -3780294 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3784689.250000 Penalty: 5162.314453
	Iteration 23Q: 3 clusters Score -3784689 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3789106.250000 Penalty: 5162.314453
	Iteration 24Q: 3 clusters Score -3789106 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3789493.000000 Penalty: 5162.314453
	Iteration 25Q: 3 clusters Score -3789493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3789570.250000 Penalty: 5162.314453
	Iteration 26Q: 3 clusters Score -3789570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3789591.500000 Penalty: 5162.314453
	Iteration 27Q: 3 clusters Score -3789592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3789592.500000 Penalty: 5162.314453
	Iteration 28Q: 3 clusters Score -3789592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3789593.000000 Penalty: 5162.314453
	Iteration 29Q: 3 clusters Score -3789593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3789585.000000 Penalty: 5162.314453
	Iteration 30Q: 3 clusters Score -3789585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3789583.500000 Penalty: 5162.314453
	Iteration 31Q: 3 clusters Score -3789584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3789585.500000 Penalty: 5162.314453
	Iteration 32F: 3 clusters Score -3789586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3789597.250000 Penalty: 5162.314453
	Iteration 33Q: 3 clusters Score -3789597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3789601.750000 Penalty: 5162.314453
	Iteration 34Q: 3 clusters Score -3789602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3789599.750000 Penalty: 5162.314453
	Iteration 35Q: 3 clusters Score -3789600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3789603.000000 Penalty: 5162.314453
	Iteration 36Q: 3 clusters Score -3789603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3789602.500000 Penalty: 5162.314453
	Iteration 37Q: 3 clusters Score -3789602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3789602.500000 Penalty: 5162.314453
	Iteration 38F: 3 clusters Score -3789602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 197983 members 
Mstep: Class 13 contains 120918 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 13274 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 21613 members 
Mstep: Class 18 contains 14103 members 
Mstep: Class 19 contains 183428 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 57599 members 
Mstep: Class 27 contains 13359 members 
Mstep: Class 28 contains 71628 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 3487 members 
Mstep: Class 31 contains 39705 members 
Mstep: Class 32 contains 19017 members 
Entering Unmasked Estep 
Score: -133416976.000000 Penalty: 110941.203125
Splitting cluster 18 changes total score from -133121848.000000 to -133416976.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (183428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183428 members 
Entering Unmasked Estep 
Score: -21594422.000000 Penalty: 3005.655273
	Iteration 0F: 2 clusters Score -2.159442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91232 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -21473180.000000 Penalty: 6011.310547
	Iteration 0F: 3 clusters Score -2.147318e+07 nChanged 88231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 99831 members 
Entering Unmasked Estep 
Score: -21525524.000000 Penalty: 6011.310547
	Iteration 1F: 3 clusters Score -2.152552e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 104298 members 
Entering Unmasked Estep 
Score: -21527848.000000 Penalty: 6011.310547
	Iteration 2Q: 3 clusters Score -2.152785e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 111026 members 
Entering Unmasked Estep 
Score: -21531474.000000 Penalty: 6011.310547
	Iteration 3Q: 3 clusters Score -2.153147e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 120681 members 
Entering Unmasked Estep 
Score: -21538224.000000 Penalty: 6011.310547
	Iteration 4F: 3 clusters Score -2.153822e+07 nChanged 13985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 133682 members 
Entering Unmasked Estep 
Score: -21548858.000000 Penalty: 6011.310547
	Iteration 5F: 3 clusters Score -2.154886e+07 nChanged 16101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 148853 members 
Entering Unmasked Estep 
Score: -21563580.000000 Penalty: 6011.310547
	Iteration 6F: 3 clusters Score -2.156358e+07 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 162620 members 
Entering Unmasked Estep 
Score: -21577098.000000 Penalty: 6011.310547
	Iteration 7F: 3 clusters Score -2.15771e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 171680 members 
Entering Unmasked Estep 
Score: -21585940.000000 Penalty: 6011.310547
	Iteration 8F: 3 clusters Score -2.158594e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 176051 members 
Entering Unmasked Estep 
Score: -21590270.000000 Penalty: 6011.310547
	Iteration 9Q: 3 clusters Score -2.159027e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 177732 members 
Entering Unmasked Estep 
Score: -21592730.000000 Penalty: 6011.310547
	Iteration 10Q: 3 clusters Score -2.159273e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 178181 members 
Entering Unmasked Estep 
Score: -21593770.000000 Penalty: 6011.310547
	Iteration 11Q: 3 clusters Score -2.159377e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 178313 members 
Entering Unmasked Estep 
Score: -21594266.000000 Penalty: 6011.310547
	Iteration 12Q: 3 clusters Score -2.159427e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 178404 members 
Entering Unmasked Estep 
Score: -21594404.000000 Penalty: 6011.310547
	Iteration 13Q: 3 clusters Score -2.15944e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 178459 members 
Entering Unmasked Estep 
Score: -21594490.000000 Penalty: 6011.310547
	Iteration 14Q: 3 clusters Score -2.159449e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 178513 members 
Entering Unmasked Estep 
Score: -21594538.000000 Penalty: 6011.310547
	Iteration 15Q: 3 clusters Score -2.159454e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 178544 members 
Entering Unmasked Estep 
Score: -21594580.000000 Penalty: 6011.310547
	Iteration 16Q: 3 clusters Score -2.159458e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 178598 members 
Entering Unmasked Estep 
Score: -21594622.000000 Penalty: 6011.310547
	Iteration 17Q: 3 clusters Score -2.159462e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 178637 members 
Entering Unmasked Estep 
Score: -21594618.000000 Penalty: 6011.310547
	Iteration 18Q: 3 clusters Score -2.159462e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 178643 members 
Entering Unmasked Estep 
Score: -21594630.000000 Penalty: 6011.310547
	Iteration 19Q: 3 clusters Score -2.159463e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 178636 members 
Entering Unmasked Estep 
Score: -21594642.000000 Penalty: 6011.310547
	Iteration 20F: 3 clusters Score -2.159464e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 178647 members 
Entering Unmasked Estep 
Score: -21594634.000000 Penalty: 6011.310547
	Iteration 21Q: 3 clusters Score -2.159463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 178652 members 
Entering Unmasked Estep 
Score: -21594652.000000 Penalty: 6011.310547
	Iteration 22Q: 3 clusters Score -2.159465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -21594650.000000 Penalty: 6011.310547
	Iteration 23Q: 3 clusters Score -2.159465e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -21594656.000000 Penalty: 6011.310547
	Iteration 24Q: 3 clusters Score -2.159466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 178640 members 
Entering Unmasked Estep 
Score: -21594670.000000 Penalty: 6011.310547
	Iteration 25Q: 3 clusters Score -2.159467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 178642 members 
Entering Unmasked Estep 
Score: -21594676.000000 Penalty: 6011.310547
	Iteration 26Q: 3 clusters Score -2.159468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 178642 members 
Entering Unmasked Estep 
Score: -21594676.000000 Penalty: 6011.310547
	Iteration 27Q: 3 clusters Score -2.159468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 178644 members 
Entering Unmasked Estep 
Score: -21594682.000000 Penalty: 6011.310547
	Iteration 28Q: 3 clusters Score -2.159468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -21594682.000000 Penalty: 6011.310547
	Iteration 29Q: 3 clusters Score -2.159468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 178644 members 
Entering Unmasked Estep 
Score: -21594682.000000 Penalty: 6011.310547
	Iteration 30Q: 3 clusters Score -2.159468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 178648 members 
Entering Unmasked Estep 
Score: -21594698.000000 Penalty: 6011.310547
	Iteration 31Q: 3 clusters Score -2.15947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 178648 members 
Entering Unmasked Estep 
Score: -21594680.000000 Penalty: 6011.310547
	Iteration 32Q: 3 clusters Score -2.159468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 178652 members 
Entering Unmasked Estep 
Score: -21594676.000000 Penalty: 6011.310547
	Iteration 33Q: 3 clusters Score -2.159468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 178651 members 
Entering Unmasked Estep 
Score: -21594694.000000 Penalty: 6011.310547
	Iteration 34Q: 3 clusters Score -2.159469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 178650 members 
Entering Unmasked Estep 
Score: -21594698.000000 Penalty: 6011.310547
	Iteration 35Q: 3 clusters Score -2.15947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 178650 members 
Entering Unmasked Estep 
Score: -21594680.000000 Penalty: 6011.310547
	Iteration 36Q: 3 clusters Score -2.159468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 178648 members 
Entering Unmasked Estep 
Score: -21594694.000000 Penalty: 6011.310547
	Iteration 37Q: 3 clusters Score -2.159469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 178649 members 
Entering Unmasked Estep 
Score: -21594716.000000 Penalty: 6011.310547
	Iteration 38Q: 3 clusters Score -2.159472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 178653 members 
Entering Unmasked Estep 
Score: -21594706.000000 Penalty: 6011.310547
	Iteration 39Q: 3 clusters Score -2.159471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 178654 members 
Entering Unmasked Estep 
Score: -21594702.000000 Penalty: 6011.310547
	Iteration 40F: 3 clusters Score -2.15947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 178651 members 
Entering Unmasked Estep 
Score: -21594700.000000 Penalty: 6011.310547
	Iteration 41Q: 3 clusters Score -2.15947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 178650 members 
Entering Unmasked Estep 
Score: -21594716.000000 Penalty: 6011.310547
	Iteration 42Q: 3 clusters Score -2.159472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 178649 members 
Entering Unmasked Estep 
Score: -21594694.000000 Penalty: 6011.310547
	Iteration 43Q: 3 clusters Score -2.159469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 178646 members 
Entering Unmasked Estep 
Score: -21594702.000000 Penalty: 6011.310547
	Iteration 44Q: 3 clusters Score -2.15947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 178646 members 
Entering Unmasked Estep 
Score: -21594702.000000 Penalty: 6011.310547
	Iteration 45Q: 3 clusters Score -2.15947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 178646 members 
Entering Unmasked Estep 
Score: -21594704.000000 Penalty: 6011.310547
	Iteration 46Q: 3 clusters Score -2.15947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -21594706.000000 Penalty: 6011.310547
	Iteration 47Q: 3 clusters Score -2.159471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -21594706.000000 Penalty: 6011.310547
	Iteration 48F: 3 clusters Score -2.159471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 197983 members 
Mstep: Class 13 contains 120918 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 13274 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 21613 members 
Mstep: Class 18 contains 14103 members 
Mstep: Class 19 contains 4783 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 23483 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 57599 members 
Mstep: Class 27 contains 13359 members 
Mstep: Class 28 contains 71628 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 3487 members 
Mstep: Class 31 contains 39705 members 
Mstep: Class 32 contains 19017 members 
Mstep: Class 33 contains 178645 members 
Entering Unmasked Estep 
Score: -133416992.000000 Penalty: 114408.117188
Splitting cluster 19 changes total score from -133121848.000000 to -133416992.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 45929 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 156571 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 197983 members 
Mstep: Class 13 contains 120918 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 13274 members 
Mstep: Class 17 contains 21613 members 
Mstep: Class 18 contains 14103 members 
Mstep: Class 19 contains 4783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133463136.000000 Penalty: 114408.117188
Iteration 39Q: 34 clusters Score -1.334631e+08 nChanged 56642
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 47942 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 12138 members 
Mstep: Class 5 contains 9648 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 146055 members 
Mstep: Class 8 contains 14047 members 
Mstep: Class 9 contains 16773 members 
Mstep: Class 10 contains 5240 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 198739 members 
Mstep: Class 13 contains 131605 members 
Mstep: Class 14 contains 1023 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 13990 members 
Mstep: Class 17 contains 21337 members 
Mstep: Class 18 contains 15237 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 14007 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 1096 members 
Mstep: Class 23 contains 23669 members 
Mstep: Class 24 contains 15502 members 
Mstep: Class 25 contains 10262 members 
Mstep: Class 26 contains 53173 members 
Mstep: Class 27 contains 13379 members 
Mstep: Class 28 contains 70150 members 
Mstep: Class 29 contains 689 members 
Mstep: Class 30 contains 3462 members 
Mstep: Class 31 contains 38073 members 
Mstep: Class 32 contains 18112 members 
Mstep: Class 33 contains 177839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133500568.000000 Penalty: 114408.117188
Iteration 40F: 34 clusters Score -1.335006e+08 nChanged 40469
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 48192 members 
Mstep: Class 3 contains 21794 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 9550 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 134994 members 
Mstep: Class 8 contains 14140 members 
Mstep: Class 9 contains 16756 members 
Mstep: Class 10 contains 5178 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 197528 members 
Mstep: Class 13 contains 139002 members 
Mstep: Class 14 contains 1037 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 14494 members 
Mstep: Class 17 contains 20370 members 
Mstep: Class 18 contains 15696 members 
Mstep: Class 19 contains 5456 members 
Mstep: Class 20 contains 15201 members 
Mstep: Class 21 contains 19442 members 
Mstep: Class 22 contains 1273 members 
Mstep: Class 23 contains 25042 members 
Mstep: Class 24 contains 14568 members 
Mstep: Class 25 contains 10396 members 
Mstep: Class 26 contains 53872 members 
Mstep: Class 27 contains 14584 members 
Mstep: Class 28 contains 70453 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 3554 members 
Mstep: Class 31 contains 38282 members 
Mstep: Class 32 contains 18673 members 
Mstep: Class 33 contains 178017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133516736.000000 Penalty: 114408.117188
Iteration 41Q: 34 clusters Score -1.335167e+08 nChanged 25343
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 48528 members 
Mstep: Class 3 contains 22029 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 9514 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 125592 members 
Mstep: Class 8 contains 14187 members 
Mstep: Class 9 contains 16894 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 7112 members 
Mstep: Class 12 contains 196985 members 
Mstep: Class 13 contains 145638 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 12848 members 
Mstep: Class 16 contains 14936 members 
Mstep: Class 17 contains 19729 members 
Mstep: Class 18 contains 15996 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 15968 members 
Mstep: Class 21 contains 19621 members 
Mstep: Class 22 contains 1425 members 
Mstep: Class 23 contains 26276 members 
Mstep: Class 24 contains 13840 members 
Mstep: Class 25 contains 10526 members 
Mstep: Class 26 contains 54376 members 
Mstep: Class 27 contains 15470 members 
Mstep: Class 28 contains 70726 members 
Mstep: Class 29 contains 702 members 
Mstep: Class 30 contains 3575 members 
Mstep: Class 31 contains 38218 members 
Mstep: Class 32 contains 19105 members 
Mstep: Class 33 contains 177972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133525744.000000 Penalty: 114408.117188
Iteration 42Q: 34 clusters Score -1.335257e+08 nChanged 20632
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 48899 members 
Mstep: Class 3 contains 22190 members 
Mstep: Class 4 contains 11755 members 
Mstep: Class 5 contains 9478 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 116972 members 
Mstep: Class 8 contains 14217 members 
Mstep: Class 9 contains 17031 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7320 members 
Mstep: Class 12 contains 196909 members 
Mstep: Class 13 contains 151630 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 12706 members 
Mstep: Class 16 contains 15372 members 
Mstep: Class 17 contains 19234 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 5701 members 
Mstep: Class 20 contains 16507 members 
Mstep: Class 21 contains 19786 members 
Mstep: Class 22 contains 1554 members 
Mstep: Class 23 contains 27389 members 
Mstep: Class 24 contains 13261 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 54708 members 
Mstep: Class 27 contains 16268 members 
Mstep: Class 28 contains 70953 members 
Mstep: Class 29 contains 703 members 
Mstep: Class 30 contains 3576 members 
Mstep: Class 31 contains 38070 members 
Mstep: Class 32 contains 19476 members 
Mstep: Class 33 contains 177887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133532888.000000 Penalty: 114408.117188
Iteration 43Q: 34 clusters Score -1.335329e+08 nChanged 18362
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 49290 members 
Mstep: Class 3 contains 22339 members 
Mstep: Class 4 contains 11725 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 108780 members 
Mstep: Class 8 contains 14230 members 
Mstep: Class 9 contains 17159 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 7520 members 
Mstep: Class 12 contains 197262 members 
Mstep: Class 13 contains 157039 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 12574 members 
Mstep: Class 16 contains 15817 members 
Mstep: Class 17 contains 18776 members 
Mstep: Class 18 contains 16450 members 
Mstep: Class 19 contains 5783 members 
Mstep: Class 20 contains 16915 members 
Mstep: Class 21 contains 19921 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 28398 members 
Mstep: Class 24 contains 12772 members 
Mstep: Class 25 contains 10780 members 
Mstep: Class 26 contains 54907 members 
Mstep: Class 27 contains 16982 members 
Mstep: Class 28 contains 71205 members 
Mstep: Class 29 contains 703 members 
Mstep: Class 30 contains 3580 members 
Mstep: Class 31 contains 37875 members 
Mstep: Class 32 contains 19813 members 
Mstep: Class 33 contains 177792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133538768.000000 Penalty: 114408.117188
Iteration 44Q: 34 clusters Score -1.335388e+08 nChanged 16773
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 49635 members 
Mstep: Class 3 contains 22480 members 
Mstep: Class 4 contains 11741 members 
Mstep: Class 5 contains 9397 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 101349 members 
Mstep: Class 8 contains 14244 members 
Mstep: Class 9 contains 17260 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 197701 members 
Mstep: Class 13 contains 161875 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 12474 members 
Mstep: Class 16 contains 16300 members 
Mstep: Class 17 contains 18305 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 17249 members 
Mstep: Class 21 contains 19984 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 29381 members 
Mstep: Class 24 contains 12261 members 
Mstep: Class 25 contains 10981 members 
Mstep: Class 26 contains 54992 members 
Mstep: Class 27 contains 17634 members 
Mstep: Class 28 contains 71480 members 
Mstep: Class 29 contains 703 members 
Mstep: Class 30 contains 3588 members 
Mstep: Class 31 contains 37603 members 
Mstep: Class 32 contains 20170 members 
Mstep: Class 33 contains 177670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133544112.000000 Penalty: 114408.117188
Iteration 45Q: 34 clusters Score -1.335441e+08 nChanged 15795
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 50013 members 
Mstep: Class 3 contains 22620 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 9356 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 94391 members 
Mstep: Class 8 contains 14231 members 
Mstep: Class 9 contains 17363 members 
Mstep: Class 10 contains 5186 members 
Mstep: Class 11 contains 7868 members 
Mstep: Class 12 contains 198049 members 
Mstep: Class 13 contains 166222 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12407 members 
Mstep: Class 16 contains 16845 members 
Mstep: Class 17 contains 17774 members 
Mstep: Class 18 contains 16800 members 
Mstep: Class 19 contains 5886 members 
Mstep: Class 20 contains 17494 members 
Mstep: Class 21 contains 20026 members 
Mstep: Class 22 contains 1829 members 
Mstep: Class 23 contains 30281 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 55080 members 
Mstep: Class 27 contains 18264 members 
Mstep: Class 28 contains 71807 members 
Mstep: Class 29 contains 703 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 37408 members 
Mstep: Class 32 contains 20674 members 
Mstep: Class 33 contains 177558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133549752.000000 Penalty: 114408.117188
Iteration 46Q: 34 clusters Score -1.335498e+08 nChanged 14800
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 50344 members 
Mstep: Class 3 contains 22772 members 
Mstep: Class 4 contains 11718 members 
Mstep: Class 5 contains 9321 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 88190 members 
Mstep: Class 8 contains 14218 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 198223 members 
Mstep: Class 13 contains 169984 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 12366 members 
Mstep: Class 16 contains 17484 members 
Mstep: Class 17 contains 17143 members 
Mstep: Class 18 contains 16912 members 
Mstep: Class 19 contains 5917 members 
Mstep: Class 20 contains 17686 members 
Mstep: Class 21 contains 20070 members 
Mstep: Class 22 contains 1862 members 
Mstep: Class 23 contains 31167 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 11396 members 
Mstep: Class 26 contains 55232 members 
Mstep: Class 27 contains 18857 members 
Mstep: Class 28 contains 72171 members 
Mstep: Class 29 contains 703 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 21279 members 
Mstep: Class 33 contains 177446 members 
Entering Unmasked Estep 
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Score: -133559288.000000 Penalty: 114408.117188
Iteration 47Q: 34 clusters Score -1.335593e+08 nChanged 13882
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 50663 members 
Mstep: Class 3 contains 22894 members 
Mstep: Class 4 contains 11453 members 
Mstep: Class 5 contains 9302 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 82758 members 
Mstep: Class 8 contains 14193 members 
Mstep: Class 9 contains 17527 members 
Mstep: Class 10 contains 5231 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 198103 members 
Mstep: Class 13 contains 173177 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 12333 members 
Mstep: Class 16 contains 18245 members 
Mstep: Class 17 contains 16353 members 
Mstep: Class 18 contains 16997 members 
Mstep: Class 19 contains 5936 members 
Mstep: Class 20 contains 17816 members 
Mstep: Class 21 contains 20106 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 32023 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 11584 members 
Mstep: Class 26 contains 55305 members 
Mstep: Class 27 contains 19508 members 
Mstep: Class 28 contains 72634 members 
Mstep: Class 29 contains 703 members 
Mstep: Class 30 contains 3599 members 
Mstep: Class 31 contains 37166 members 
Mstep: Class 32 contains 21803 members 
Mstep: Class 33 contains 177368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133567656.000000 Penalty: 114408.117188
Iteration 48Q: 34 clusters Score -1.335677e+08 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 50952 members 
Mstep: Class 3 contains 23054 members 
Mstep: Class 4 contains 11244 members 
Mstep: Class 5 contains 9288 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 78122 members 
Mstep: Class 8 contains 14167 members 
Mstep: Class 9 contains 17618 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 8302 members 
Mstep: Class 12 contains 197723 members 
Mstep: Class 13 contains 175875 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 19009 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 17055 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 17903 members 
Mstep: Class 21 contains 20106 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 32843 members 
Mstep: Class 24 contains 10889 members 
Mstep: Class 25 contains 11780 members 
Mstep: Class 26 contains 55377 members 
Mstep: Class 27 contains 20209 members 
Mstep: Class 28 contains 73114 members 
Mstep: Class 29 contains 703 members 
Mstep: Class 30 contains 3601 members 
Mstep: Class 31 contains 37077 members 
Mstep: Class 32 contains 21976 members 
Mstep: Class 33 contains 177250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133572496.000000 Penalty: 114408.117188
Iteration 49Q: 34 clusters Score -1.335725e+08 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 51213 members 
Mstep: Class 3 contains 23199 members 
Mstep: Class 4 contains 11160 members 
Mstep: Class 5 contains 9277 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 74070 members 
Mstep: Class 8 contains 14164 members 
Mstep: Class 9 contains 17695 members 
Mstep: Class 10 contains 5314 members 
Mstep: Class 11 contains 8459 members 
Mstep: Class 12 contains 197143 members 
Mstep: Class 13 contains 178203 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12274 members 
Mstep: Class 16 contains 19666 members 
Mstep: Class 17 contains 14995 members 
Mstep: Class 18 contains 17093 members 
Mstep: Class 19 contains 5996 members 
Mstep: Class 20 contains 18013 members 
Mstep: Class 21 contains 20105 members 
Mstep: Class 22 contains 1939 members 
Mstep: Class 23 contains 33593 members 
Mstep: Class 24 contains 10882 members 
Mstep: Class 25 contains 11947 members 
Mstep: Class 26 contains 55394 members 
Mstep: Class 27 contains 20924 members 
Mstep: Class 28 contains 73623 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 3603 members 
Mstep: Class 31 contains 37010 members 
Mstep: Class 32 contains 21998 members 
Mstep: Class 33 contains 177194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133575632.000000 Penalty: 114408.117188
Iteration 50Q: 34 clusters Score -1.335756e+08 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 11130 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 70506 members 
Mstep: Class 8 contains 14164 members 
Mstep: Class 9 contains 17749 members 
Mstep: Class 10 contains 5358 members 
Mstep: Class 11 contains 8613 members 
Mstep: Class 12 contains 196545 members 
Mstep: Class 13 contains 180079 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12260 members 
Mstep: Class 16 contains 20098 members 
Mstep: Class 17 contains 14590 members 
Mstep: Class 18 contains 17115 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 18137 members 
Mstep: Class 21 contains 20098 members 
Mstep: Class 22 contains 1948 members 
Mstep: Class 23 contains 34267 members 
Mstep: Class 24 contains 10887 members 
Mstep: Class 25 contains 12096 members 
Mstep: Class 26 contains 55497 members 
Mstep: Class 27 contains 21591 members 
Mstep: Class 28 contains 74147 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 3606 members 
Mstep: Class 31 contains 36978 members 
Mstep: Class 32 contains 21975 members 
Mstep: Class 33 contains 177139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133578728.000000 Penalty: 114408.117188
Iteration 51Q: 34 clusters Score -1.335787e+08 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 51738 members 
Mstep: Class 3 contains 23445 members 
Mstep: Class 4 contains 11131 members 
Mstep: Class 5 contains 9255 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 67394 members 
Mstep: Class 8 contains 14164 members 
Mstep: Class 9 contains 17813 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 8768 members 
Mstep: Class 12 contains 195969 members 
Mstep: Class 13 contains 181638 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12244 members 
Mstep: Class 16 contains 20397 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 17122 members 
Mstep: Class 19 contains 6014 members 
Mstep: Class 20 contains 18265 members 
Mstep: Class 21 contains 20132 members 
Mstep: Class 22 contains 1962 members 
Mstep: Class 23 contains 34828 members 
Mstep: Class 24 contains 10896 members 
Mstep: Class 25 contains 12212 members 
Mstep: Class 26 contains 55577 members 
Mstep: Class 27 contains 22162 members 
Mstep: Class 28 contains 74628 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 3606 members 
Mstep: Class 31 contains 36988 members 
Mstep: Class 32 contains 21941 members 
Mstep: Class 33 contains 177101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133580600.000000 Penalty: 114408.117188
Iteration 52Q: 34 clusters Score -1.335806e+08 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 51923 members 
Mstep: Class 3 contains 23523 members 
Mstep: Class 4 contains 11142 members 
Mstep: Class 5 contains 9249 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 64731 members 
Mstep: Class 8 contains 14159 members 
Mstep: Class 9 contains 17863 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 8932 members 
Mstep: Class 12 contains 195463 members 
Mstep: Class 13 contains 182974 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 14150 members 
Mstep: Class 18 contains 17117 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 18409 members 
Mstep: Class 21 contains 20164 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 35358 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 12309 members 
Mstep: Class 26 contains 55644 members 
Mstep: Class 27 contains 22693 members 
Mstep: Class 28 contains 74998 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3606 members 
Mstep: Class 31 contains 37030 members 
Mstep: Class 32 contains 21899 members 
Mstep: Class 33 contains 177044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133582368.000000 Penalty: 114408.117188
Iteration 53Q: 34 clusters Score -1.335824e+08 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 52082 members 
Mstep: Class 3 contains 23565 members 
Mstep: Class 4 contains 11144 members 
Mstep: Class 5 contains 9252 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 62339 members 
Mstep: Class 8 contains 14162 members 
Mstep: Class 9 contains 17882 members 
Mstep: Class 10 contains 5446 members 
Mstep: Class 11 contains 9083 members 
Mstep: Class 12 contains 195053 members 
Mstep: Class 13 contains 184161 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12230 members 
Mstep: Class 16 contains 20679 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 17120 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 18541 members 
Mstep: Class 21 contains 20185 members 
Mstep: Class 22 contains 1970 members 
Mstep: Class 23 contains 35876 members 
Mstep: Class 24 contains 10884 members 
Mstep: Class 25 contains 12382 members 
Mstep: Class 26 contains 55720 members 
Mstep: Class 27 contains 23158 members 
Mstep: Class 28 contains 75286 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3606 members 
Mstep: Class 31 contains 37103 members 
Mstep: Class 32 contains 21852 members 
Mstep: Class 33 contains 176996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133583608.000000 Penalty: 114408.117188
Iteration 54Q: 34 clusters Score -1.335836e+08 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 52212 members 
Mstep: Class 3 contains 23582 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 9250 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 60230 members 
Mstep: Class 8 contains 14169 members 
Mstep: Class 9 contains 17901 members 
Mstep: Class 10 contains 5472 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 194739 members 
Mstep: Class 13 contains 185224 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12223 members 
Mstep: Class 16 contains 20755 members 
Mstep: Class 17 contains 13936 members 
Mstep: Class 18 contains 17116 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 18663 members 
Mstep: Class 21 contains 20232 members 
Mstep: Class 22 contains 1976 members 
Mstep: Class 23 contains 36358 members 
Mstep: Class 24 contains 10879 members 
Mstep: Class 25 contains 12442 members 
Mstep: Class 26 contains 55725 members 
Mstep: Class 27 contains 23590 members 
Mstep: Class 28 contains 75491 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3607 members 
Mstep: Class 31 contains 37186 members 
Mstep: Class 32 contains 21808 members 
Mstep: Class 33 contains 176956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133585360.000000 Penalty: 114408.117188
Iteration 55Q: 34 clusters Score -1.335854e+08 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 52369 members 
Mstep: Class 3 contains 23578 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 9250 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 58237 members 
Mstep: Class 8 contains 14182 members 
Mstep: Class 9 contains 17898 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 11 contains 9383 members 
Mstep: Class 12 contains 194512 members 
Mstep: Class 13 contains 186206 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12214 members 
Mstep: Class 16 contains 20819 members 
Mstep: Class 17 contains 13887 members 
Mstep: Class 18 contains 17107 members 
Mstep: Class 19 contains 6040 members 
Mstep: Class 20 contains 18767 members 
Mstep: Class 21 contains 20278 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 36835 members 
Mstep: Class 24 contains 10872 members 
Mstep: Class 25 contains 12475 members 
Mstep: Class 26 contains 55686 members 
Mstep: Class 27 contains 23978 members 
Mstep: Class 28 contains 75625 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3607 members 
Mstep: Class 31 contains 37303 members 
Mstep: Class 32 contains 21747 members 
Mstep: Class 33 contains 176905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133585904.000000 Penalty: 114408.117188
Iteration 56Q: 34 clusters Score -1.335859e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 52531 members 
Mstep: Class 3 contains 23525 members 
Mstep: Class 4 contains 11124 members 
Mstep: Class 5 contains 9249 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 56432 members 
Mstep: Class 8 contains 14193 members 
Mstep: Class 9 contains 17878 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 9528 members 
Mstep: Class 12 contains 194424 members 
Mstep: Class 13 contains 187018 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 20872 members 
Mstep: Class 17 contains 13845 members 
Mstep: Class 18 contains 17104 members 
Mstep: Class 19 contains 6044 members 
Mstep: Class 20 contains 18866 members 
Mstep: Class 21 contains 20339 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 37272 members 
Mstep: Class 24 contains 10871 members 
Mstep: Class 25 contains 12482 members 
Mstep: Class 26 contains 55661 members 
Mstep: Class 27 contains 24285 members 
Mstep: Class 28 contains 75722 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3607 members 
Mstep: Class 31 contains 37469 members 
Mstep: Class 32 contains 21693 members 
Mstep: Class 33 contains 176861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133586176.000000 Penalty: 114408.117188
Iteration 57Q: 34 clusters Score -1.335862e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 52699 members 
Mstep: Class 3 contains 23493 members 
Mstep: Class 4 contains 11127 members 
Mstep: Class 5 contains 9252 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 54830 members 
Mstep: Class 8 contains 14212 members 
Mstep: Class 9 contains 17876 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 11 contains 9665 members 
Mstep: Class 12 contains 194307 members 
Mstep: Class 13 contains 187707 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 20896 members 
Mstep: Class 17 contains 13813 members 
Mstep: Class 18 contains 17105 members 
Mstep: Class 19 contains 6051 members 
Mstep: Class 20 contains 18937 members 
Mstep: Class 21 contains 20384 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 37708 members 
Mstep: Class 24 contains 10870 members 
Mstep: Class 25 contains 12492 members 
Mstep: Class 26 contains 55620 members 
Mstep: Class 27 contains 24545 members 
Mstep: Class 28 contains 75788 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3607 members 
Mstep: Class 31 contains 37650 members 
Mstep: Class 32 contains 21641 members 
Mstep: Class 33 contains 176827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133587176.000000 Penalty: 114408.117188
Iteration 58Q: 34 clusters Score -1.335872e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 52856 members 
Mstep: Class 3 contains 23468 members 
Mstep: Class 4 contains 11127 members 
Mstep: Class 5 contains 9253 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 53332 members 
Mstep: Class 8 contains 14226 members 
Mstep: Class 9 contains 17887 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 9792 members 
Mstep: Class 12 contains 194230 members 
Mstep: Class 13 contains 188352 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 12201 members 
Mstep: Class 16 contains 20950 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 17096 members 
Mstep: Class 19 contains 6055 members 
Mstep: Class 20 contains 19016 members 
Mstep: Class 21 contains 20424 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 38109 members 
Mstep: Class 24 contains 10869 members 
Mstep: Class 25 contains 12501 members 
Mstep: Class 26 contains 55568 members 
Mstep: Class 27 contains 24753 members 
Mstep: Class 28 contains 75807 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3607 members 
Mstep: Class 31 contains 37855 members 
Mstep: Class 32 contains 21594 members 
Mstep: Class 33 contains 176815 members 
Entering Unmasked Estep 
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Score: -133587720.000000 Penalty: 114408.117188
Iteration 59Q: 34 clusters Score -1.335877e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 53018 members 
Mstep: Class 3 contains 23437 members 
Mstep: Class 4 contains 11131 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 7 contains 51983 members 
Mstep: Class 8 contains 14236 members 
Mstep: Class 9 contains 17902 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 11 contains 9920 members 
Mstep: Class 12 contains 194206 members 
Mstep: Class 13 contains 188930 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 20979 members 
Mstep: Class 17 contains 13742 members 
Mstep: Class 18 contains 17086 members 
Mstep: Class 19 contains 6064 members 
Mstep: Class 20 contains 19084 members 
Mstep: Class 21 contains 20461 members 
Mstep: Class 22 contains 2000 members 
Mstep: Class 23 contains 38466 members 
Mstep: Class 24 contains 10869 members 
Mstep: Class 25 contains 12499 members 
Mstep: Class 26 contains 55503 members 
Mstep: Class 27 contains 24943 members 
Mstep: Class 28 contains 75813 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3606 members 
Mstep: Class 31 contains 38067 members 
Mstep: Class 32 contains 21518 members 
Mstep: Class 33 contains 176781 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -1.335898e+08 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 53168 members 
Mstep: Class 3 contains 23410 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 9259 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 50726 members 
Mstep: Class 8 contains 14244 members 
Mstep: Class 9 contains 17907 members 
Mstep: Class 10 contains 5568 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 193984 members 
Mstep: Class 13 contains 189447 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 12191 members 
Mstep: Class 16 contains 21555 members 
Mstep: Class 17 contains 13193 members 
Mstep: Class 18 contains 17076 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 19140 members 
Mstep: Class 21 contains 20498 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 38831 members 
Mstep: Class 24 contains 10867 members 
Mstep: Class 25 contains 12525 members 
Mstep: Class 26 contains 55456 members 
Mstep: Class 27 contains 25289 members 
Mstep: Class 28 contains 75807 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3603 members 
Mstep: Class 31 contains 38254 members 
Mstep: Class 32 contains 21691 members 
Mstep: Class 33 contains 176752 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -1.335923e+08 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 53344 members 
Mstep: Class 3 contains 23384 members 
Mstep: Class 4 contains 10781 members 
Mstep: Class 5 contains 9260 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 49597 members 
Mstep: Class 8 contains 14254 members 
Mstep: Class 9 contains 17914 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 10239 members 
Mstep: Class 12 contains 193761 members 
Mstep: Class 13 contains 189827 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 12189 members 
Mstep: Class 16 contains 21961 members 
Mstep: Class 17 contains 12722 members 
Mstep: Class 18 contains 17079 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 19194 members 
Mstep: Class 21 contains 20538 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 39199 members 
Mstep: Class 24 contains 10861 members 
Mstep: Class 25 contains 12578 members 
Mstep: Class 26 contains 55385 members 
Mstep: Class 27 contains 25692 members 
Mstep: Class 28 contains 75781 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3599 members 
Mstep: Class 31 contains 38439 members 
Mstep: Class 32 contains 21701 members 
Mstep: Class 33 contains 176716 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -1.335954e+08 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 53538 members 
Mstep: Class 3 contains 23364 members 
Mstep: Class 4 contains 10753 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 7 contains 48476 members 
Mstep: Class 8 contains 14255 members 
Mstep: Class 9 contains 17921 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 10475 members 
Mstep: Class 12 contains 193527 members 
Mstep: Class 13 contains 190123 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 12189 members 
Mstep: Class 16 contains 22187 members 
Mstep: Class 17 contains 12425 members 
Mstep: Class 18 contains 17076 members 
Mstep: Class 19 contains 6077 members 
Mstep: Class 20 contains 19266 members 
Mstep: Class 21 contains 20588 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 39596 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 12606 members 
Mstep: Class 26 contains 55301 members 
Mstep: Class 27 contains 26103 members 
Mstep: Class 28 contains 75731 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 38649 members 
Mstep: Class 32 contains 21637 members 
Mstep: Class 33 contains 176671 members 
Entering Unmasked Estep 
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Iteration 63Q: 34 clusters Score -1.335977e+08 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 53781 members 
Mstep: Class 3 contains 23344 members 
Mstep: Class 4 contains 10757 members 
Mstep: Class 5 contains 9262 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 47456 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 17933 members 
Mstep: Class 10 contains 5606 members 
Mstep: Class 11 contains 10735 members 
Mstep: Class 12 contains 193313 members 
Mstep: Class 13 contains 190304 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 12185 members 
Mstep: Class 16 contains 22238 members 
Mstep: Class 17 contains 12254 members 
Mstep: Class 18 contains 17076 members 
Mstep: Class 19 contains 6082 members 
Mstep: Class 20 contains 19334 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 39986 members 
Mstep: Class 24 contains 10798 members 
Mstep: Class 25 contains 12612 members 
Mstep: Class 26 contains 55178 members 
Mstep: Class 27 contains 26521 members 
Mstep: Class 28 contains 75628 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 38913 members 
Mstep: Class 32 contains 21533 members 
Mstep: Class 33 contains 176629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133599008.000000 Penalty: 114408.117188
Iteration 64Q: 34 clusters Score -1.33599e+08 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 54025 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 10747 members 
Mstep: Class 5 contains 9267 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 46541 members 
Mstep: Class 8 contains 14288 members 
Mstep: Class 9 contains 17937 members 
Mstep: Class 10 contains 5616 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 193090 members 
Mstep: Class 13 contains 190399 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 12181 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 12218 members 
Mstep: Class 18 contains 17051 members 
Mstep: Class 19 contains 6078 members 
Mstep: Class 20 contains 19391 members 
Mstep: Class 21 contains 20675 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 40384 members 
Mstep: Class 24 contains 10767 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 55082 members 
Mstep: Class 27 contains 26895 members 
Mstep: Class 28 contains 75501 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 39170 members 
Mstep: Class 32 contains 21373 members 
Mstep: Class 33 contains 176604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133599464.000000 Penalty: 114408.117188
Iteration 65Q: 34 clusters Score -1.335995e+08 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 54223 members 
Mstep: Class 3 contains 23342 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 9273 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 45712 members 
Mstep: Class 8 contains 14302 members 
Mstep: Class 9 contains 17950 members 
Mstep: Class 10 contains 5630 members 
Mstep: Class 11 contains 11344 members 
Mstep: Class 12 contains 192889 members 
Mstep: Class 13 contains 190459 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 22248 members 
Mstep: Class 17 contains 12216 members 
Mstep: Class 18 contains 17015 members 
Mstep: Class 19 contains 6082 members 
Mstep: Class 20 contains 19440 members 
Mstep: Class 21 contains 20720 members 
Mstep: Class 22 contains 2017 members 
Mstep: Class 23 contains 40752 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 12613 members 
Mstep: Class 26 contains 54987 members 
Mstep: Class 27 contains 27253 members 
Mstep: Class 28 contains 75375 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 39426 members 
Mstep: Class 32 contains 21145 members 
Mstep: Class 33 contains 176571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133600304.000000 Penalty: 114408.117188
Iteration 66Q: 34 clusters Score -1.336003e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 54422 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 10762 members 
Mstep: Class 5 contains 9275 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 44975 members 
Mstep: Class 8 contains 14316 members 
Mstep: Class 9 contains 17956 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 11712 members 
Mstep: Class 12 contains 192684 members 
Mstep: Class 13 contains 190429 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12177 members 
Mstep: Class 16 contains 22251 members 
Mstep: Class 17 contains 12225 members 
Mstep: Class 18 contains 16998 members 
Mstep: Class 19 contains 6080 members 
Mstep: Class 20 contains 19459 members 
Mstep: Class 21 contains 20762 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 41072 members 
Mstep: Class 24 contains 10729 members 
Mstep: Class 25 contains 12602 members 
Mstep: Class 26 contains 54951 members 
Mstep: Class 27 contains 27630 members 
Mstep: Class 28 contains 75222 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 39663 members 
Mstep: Class 32 contains 20863 members 
Mstep: Class 33 contains 176538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133600952.000000 Penalty: 114408.117188
Iteration 67Q: 34 clusters Score -1.33601e+08 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 54606 members 
Mstep: Class 3 contains 23328 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 9284 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 7 contains 44283 members 
Mstep: Class 8 contains 14332 members 
Mstep: Class 9 contains 17963 members 
Mstep: Class 10 contains 5682 members 
Mstep: Class 11 contains 12036 members 
Mstep: Class 12 contains 192465 members 
Mstep: Class 13 contains 190350 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12170 members 
Mstep: Class 16 contains 22251 members 
Mstep: Class 17 contains 12233 members 
Mstep: Class 18 contains 16979 members 
Mstep: Class 19 contains 6082 members 
Mstep: Class 20 contains 19489 members 
Mstep: Class 21 contains 20825 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 41420 members 
Mstep: Class 24 contains 10719 members 
Mstep: Class 25 contains 12574 members 
Mstep: Class 26 contains 54940 members 
Mstep: Class 27 contains 28007 members 
Mstep: Class 28 contains 75046 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 39907 members 
Mstep: Class 32 contains 20582 members 
Mstep: Class 33 contains 176518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133601824.000000 Penalty: 114408.117188
Iteration 68Q: 34 clusters Score -1.336018e+08 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 10764 members 
Mstep: Class 5 contains 9287 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 43609 members 
Mstep: Class 8 contains 14344 members 
Mstep: Class 9 contains 17965 members 
Mstep: Class 10 contains 5729 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 192297 members 
Mstep: Class 13 contains 190248 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12172 members 
Mstep: Class 16 contains 22250 members 
Mstep: Class 17 contains 12242 members 
Mstep: Class 18 contains 16957 members 
Mstep: Class 19 contains 6082 members 
Mstep: Class 20 contains 19501 members 
Mstep: Class 21 contains 20867 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 41791 members 
Mstep: Class 24 contains 10717 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 54959 members 
Mstep: Class 27 contains 28373 members 
Mstep: Class 28 contains 74856 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 40161 members 
Mstep: Class 32 contains 20355 members 
Mstep: Class 33 contains 176488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133602248.000000 Penalty: 114408.117188
Iteration 69Q: 34 clusters Score -1.336022e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 54953 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 10768 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 43041 members 
Mstep: Class 8 contains 14363 members 
Mstep: Class 9 contains 17966 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 12555 members 
Mstep: Class 12 contains 192089 members 
Mstep: Class 13 contains 190101 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12170 members 
Mstep: Class 16 contains 22246 members 
Mstep: Class 17 contains 12261 members 
Mstep: Class 18 contains 16938 members 
Mstep: Class 19 contains 6085 members 
Mstep: Class 20 contains 19508 members 
Mstep: Class 21 contains 20916 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 42163 members 
Mstep: Class 24 contains 10710 members 
Mstep: Class 25 contains 12499 members 
Mstep: Class 26 contains 54943 members 
Mstep: Class 27 contains 28786 members 
Mstep: Class 28 contains 74621 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 40354 members 
Mstep: Class 32 contains 20165 members 
Mstep: Class 33 contains 176459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133603264.000000 Penalty: 114408.117188
Iteration 70Q: 34 clusters Score -1.336033e+08 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 55111 members 
Mstep: Class 3 contains 23323 members 
Mstep: Class 4 contains 10774 members 
Mstep: Class 5 contains 9317 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 7 contains 42496 members 
Mstep: Class 8 contains 14384 members 
Mstep: Class 9 contains 17987 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 12762 members 
Mstep: Class 12 contains 191885 members 
Mstep: Class 13 contains 189975 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12166 members 
Mstep: Class 16 contains 22240 members 
Mstep: Class 17 contains 12278 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 6091 members 
Mstep: Class 20 contains 19532 members 
Mstep: Class 21 contains 20948 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 42508 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 12408 members 
Mstep: Class 26 contains 54951 members 
Mstep: Class 27 contains 29235 members 
Mstep: Class 28 contains 74347 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 40522 members 
Mstep: Class 32 contains 20031 members 
Mstep: Class 33 contains 176421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133604040.000000 Penalty: 114408.117188
Iteration 71Q: 34 clusters Score -1.33604e+08 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 55238 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 10774 members 
Mstep: Class 5 contains 9355 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 41974 members 
Mstep: Class 8 contains 14410 members 
Mstep: Class 9 contains 18027 members 
Mstep: Class 10 contains 6089 members 
Mstep: Class 11 contains 12900 members 
Mstep: Class 12 contains 191696 members 
Mstep: Class 13 contains 189850 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12159 members 
Mstep: Class 16 contains 22239 members 
Mstep: Class 17 contains 12285 members 
Mstep: Class 18 contains 16900 members 
Mstep: Class 19 contains 6092 members 
Mstep: Class 20 contains 19543 members 
Mstep: Class 21 contains 20966 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 42852 members 
Mstep: Class 24 contains 10690 members 
Mstep: Class 25 contains 12241 members 
Mstep: Class 26 contains 54979 members 
Mstep: Class 27 contains 29767 members 
Mstep: Class 28 contains 74020 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3595 members 
Mstep: Class 31 contains 40689 members 
Mstep: Class 32 contains 19939 members 
Mstep: Class 33 contains 176376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133604760.000000 Penalty: 114408.117188
Iteration 72Q: 34 clusters Score -1.336048e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 55382 members 
Mstep: Class 3 contains 23312 members 
Mstep: Class 4 contains 10788 members 
Mstep: Class 5 contains 9388 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 41486 members 
Mstep: Class 8 contains 14434 members 
Mstep: Class 9 contains 18061 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 13037 members 
Mstep: Class 12 contains 191456 members 
Mstep: Class 13 contains 189700 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 22225 members 
Mstep: Class 17 contains 12287 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 6096 members 
Mstep: Class 20 contains 19529 members 
Mstep: Class 21 contains 20969 members 
Mstep: Class 22 contains 2048 members 
Mstep: Class 23 contains 43220 members 
Mstep: Class 24 contains 10685 members 
Mstep: Class 25 contains 12048 members 
Mstep: Class 26 contains 55009 members 
Mstep: Class 27 contains 30377 members 
Mstep: Class 28 contains 73625 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 40825 members 
Mstep: Class 32 contains 19849 members 
Mstep: Class 33 contains 176341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133605928.000000 Penalty: 114408.117188
Iteration 73Q: 34 clusters Score -1.336059e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 55549 members 
Mstep: Class 3 contains 23266 members 
Mstep: Class 4 contains 10798 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 41056 members 
Mstep: Class 8 contains 14456 members 
Mstep: Class 9 contains 18092 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 13133 members 
Mstep: Class 12 contains 191172 members 
Mstep: Class 13 contains 189526 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12154 members 
Mstep: Class 16 contains 22207 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 16857 members 
Mstep: Class 19 contains 6098 members 
Mstep: Class 20 contains 19531 members 
Mstep: Class 21 contains 20976 members 
Mstep: Class 22 contains 2052 members 
Mstep: Class 23 contains 43570 members 
Mstep: Class 24 contains 10682 members 
Mstep: Class 25 contains 11844 members 
Mstep: Class 26 contains 55040 members 
Mstep: Class 27 contains 31122 members 
Mstep: Class 28 contains 73146 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3595 members 
Mstep: Class 31 contains 40920 members 
Mstep: Class 32 contains 19803 members 
Mstep: Class 33 contains 176313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133606856.000000 Penalty: 114408.117188
Iteration 74Q: 34 clusters Score -1.336069e+08 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 55668 members 
Mstep: Class 3 contains 23242 members 
Mstep: Class 4 contains 10807 members 
Mstep: Class 5 contains 9453 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 40711 members 
Mstep: Class 8 contains 14468 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 6740 members 
Mstep: Class 11 contains 13202 members 
Mstep: Class 12 contains 190843 members 
Mstep: Class 13 contains 189378 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12148 members 
Mstep: Class 16 contains 22199 members 
Mstep: Class 17 contains 12294 members 
Mstep: Class 18 contains 16829 members 
Mstep: Class 19 contains 6099 members 
Mstep: Class 20 contains 19550 members 
Mstep: Class 21 contains 20992 members 
Mstep: Class 22 contains 2058 members 
Mstep: Class 23 contains 43887 members 
Mstep: Class 24 contains 10677 members 
Mstep: Class 25 contains 11729 members 
Mstep: Class 26 contains 55036 members 
Mstep: Class 27 contains 31919 members 
Mstep: Class 28 contains 72635 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3594 members 
Mstep: Class 31 contains 41007 members 
Mstep: Class 32 contains 19770 members 
Mstep: Class 33 contains 176288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133608680.000000 Penalty: 114408.117188
Iteration 75Q: 34 clusters Score -1.336087e+08 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 55767 members 
Mstep: Class 3 contains 23217 members 
Mstep: Class 4 contains 10810 members 
Mstep: Class 5 contains 9453 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 40384 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 18170 members 
Mstep: Class 10 contains 6836 members 
Mstep: Class 11 contains 13257 members 
Mstep: Class 12 contains 190537 members 
Mstep: Class 13 contains 189272 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12148 members 
Mstep: Class 16 contains 22195 members 
Mstep: Class 17 contains 12302 members 
Mstep: Class 18 contains 16796 members 
Mstep: Class 19 contains 6103 members 
Mstep: Class 20 contains 19578 members 
Mstep: Class 21 contains 21024 members 
Mstep: Class 22 contains 2058 members 
Mstep: Class 23 contains 44205 members 
Mstep: Class 24 contains 10674 members 
Mstep: Class 25 contains 11704 members 
Mstep: Class 26 contains 55022 members 
Mstep: Class 27 contains 32704 members 
Mstep: Class 28 contains 72107 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3595 members 
Mstep: Class 31 contains 41056 members 
Mstep: Class 32 contains 19749 members 
Mstep: Class 33 contains 176269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133609624.000000 Penalty: 114408.117188
Iteration 76Q: 34 clusters Score -1.336096e+08 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 55841 members 
Mstep: Class 3 contains 23194 members 
Mstep: Class 4 contains 10803 members 
Mstep: Class 5 contains 9424 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 40118 members 
Mstep: Class 8 contains 14496 members 
Mstep: Class 9 contains 18224 members 
Mstep: Class 10 contains 6911 members 
Mstep: Class 11 contains 13306 members 
Mstep: Class 12 contains 190288 members 
Mstep: Class 13 contains 189159 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22178 members 
Mstep: Class 17 contains 12315 members 
Mstep: Class 18 contains 16761 members 
Mstep: Class 19 contains 6107 members 
Mstep: Class 20 contains 19600 members 
Mstep: Class 21 contains 21040 members 
Mstep: Class 22 contains 2060 members 
Mstep: Class 23 contains 44490 members 
Mstep: Class 24 contains 10672 members 
Mstep: Class 25 contains 11720 members 
Mstep: Class 26 contains 55018 members 
Mstep: Class 27 contains 33312 members 
Mstep: Class 28 contains 71693 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3594 members 
Mstep: Class 31 contains 41112 members 
Mstep: Class 32 contains 19735 members 
Mstep: Class 33 contains 176252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133610184.000000 Penalty: 114408.117188
Iteration 77Q: 34 clusters Score -1.336102e+08 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 55942 members 
Mstep: Class 3 contains 23168 members 
Mstep: Class 4 contains 10801 members 
Mstep: Class 5 contains 9367 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 7 contains 39830 members 
Mstep: Class 8 contains 14508 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 6978 members 
Mstep: Class 11 contains 13347 members 
Mstep: Class 12 contains 190053 members 
Mstep: Class 13 contains 189077 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12149 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 12325 members 
Mstep: Class 18 contains 16730 members 
Mstep: Class 19 contains 6112 members 
Mstep: Class 20 contains 19624 members 
Mstep: Class 21 contains 21060 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 44773 members 
Mstep: Class 24 contains 10668 members 
Mstep: Class 25 contains 11748 members 
Mstep: Class 26 contains 55010 members 
Mstep: Class 27 contains 33850 members 
Mstep: Class 28 contains 71325 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41161 members 
Mstep: Class 32 contains 19724 members 
Mstep: Class 33 contains 176244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133610344.000000 Penalty: 114408.117188
Iteration 78Q: 34 clusters Score -1.336103e+08 nChanged 2362
Entering ConstructFrom: 
Score: -133610344.000000 Penalty: 114408.117188
Entering ConstructFrom: 
Trying to split cluster 1 (23322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Entering Unmasked Estep 
Score: -2705604.750000 Penalty: 2494.173828
	Iteration 0F: 2 clusters Score -2705605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2689510.000000 Penalty: 4988.347656
	Iteration 0F: 3 clusters Score -2689510 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2695306.500000 Penalty: 4988.347656
	Iteration 1F: 3 clusters Score -2695306 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2696039.000000 Penalty: 4988.347656
	Iteration 2F: 3 clusters Score -2696039 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2696951.750000 Penalty: 4988.347656
	Iteration 3F: 3 clusters Score -2696952 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2697895.000000 Penalty: 4988.347656
	Iteration 4F: 3 clusters Score -2697895 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2698979.750000 Penalty: 4988.347656
	Iteration 5F: 3 clusters Score -2698980 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2700143.250000 Penalty: 4988.347656
	Iteration 6F: 3 clusters Score -2700143 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2701381.250000 Penalty: 4988.347656
	Iteration 7F: 3 clusters Score -2701381 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2702544.000000 Penalty: 4988.347656
	Iteration 8F: 3 clusters Score -2702544 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2703693.750000 Penalty: 4988.347656
	Iteration 9F: 3 clusters Score -2703694 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2704723.250000 Penalty: 4988.347656
	Iteration 10Q: 3 clusters Score -2704723 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2705407.750000 Penalty: 4988.347656
	Iteration 11Q: 3 clusters Score -2705408 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2705837.750000 Penalty: 4988.347656
	Iteration 12Q: 3 clusters Score -2705838 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2706086.250000 Penalty: 4988.347656
	Iteration 13Q: 3 clusters Score -2706086 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2706238.250000 Penalty: 4988.347656
	Iteration 14Q: 3 clusters Score -2706238 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2706344.750000 Penalty: 4988.347656
	Iteration 15Q: 3 clusters Score -2706345 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2706420.500000 Penalty: 4988.347656
	Iteration 16Q: 3 clusters Score -2706420 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2706466.500000 Penalty: 4988.347656
	Iteration 17Q: 3 clusters Score -2706466 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2706522.000000 Penalty: 4988.347656
	Iteration 18Q: 3 clusters Score -2706522 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2706546.500000 Penalty: 4988.347656
	Iteration 19Q: 3 clusters Score -2706546 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2706556.000000 Penalty: 4988.347656
	Iteration 20F: 3 clusters Score -2706556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2706590.500000 Penalty: 4988.347656
	Iteration 21Q: 3 clusters Score -2706590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2706604.000000 Penalty: 4988.347656
	Iteration 22Q: 3 clusters Score -2706604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2706625.500000 Penalty: 4988.347656
	Iteration 23Q: 3 clusters Score -2706626 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2706649.000000 Penalty: 4988.347656
	Iteration 24Q: 3 clusters Score -2706649 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2706663.250000 Penalty: 4988.347656
	Iteration 25Q: 3 clusters Score -2706663 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2706681.500000 Penalty: 4988.347656
	Iteration 26Q: 3 clusters Score -2706682 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2706699.500000 Penalty: 4988.347656
	Iteration 27Q: 3 clusters Score -2706700 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2706721.000000 Penalty: 4988.347656
	Iteration 28Q: 3 clusters Score -2706721 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2706750.500000 Penalty: 4988.347656
	Iteration 29Q: 3 clusters Score -2706750 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2706785.000000 Penalty: 4988.347656
	Iteration 30Q: 3 clusters Score -2706785 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2706804.500000 Penalty: 4988.347656
	Iteration 31Q: 3 clusters Score -2706804 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2706820.500000 Penalty: 4988.347656
	Iteration 32Q: 3 clusters Score -2706820 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2706843.750000 Penalty: 4988.347656
	Iteration 33Q: 3 clusters Score -2706844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2706859.750000 Penalty: 4988.347656
	Iteration 34Q: 3 clusters Score -2706860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2706891.750000 Penalty: 4988.347656
	Iteration 35Q: 3 clusters Score -2706892 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2706919.000000 Penalty: 4988.347656
	Iteration 36Q: 3 clusters Score -2706919 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2706929.250000 Penalty: 4988.347656
	Iteration 37Q: 3 clusters Score -2706929 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2706939.250000 Penalty: 4988.347656
	Iteration 38Q: 3 clusters Score -2706939 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2706962.500000 Penalty: 4988.347656
	Iteration 39Q: 3 clusters Score -2706962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2706967.500000 Penalty: 4988.347656
	Iteration 40F: 3 clusters Score -2706968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2706979.750000 Penalty: 4988.347656
	Iteration 41Q: 3 clusters Score -2706980 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2706997.250000 Penalty: 4988.347656
	Iteration 42Q: 3 clusters Score -2706997 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2707017.500000 Penalty: 4988.347656
	Iteration 43Q: 3 clusters Score -2707018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2707027.500000 Penalty: 4988.347656
	Iteration 44Q: 3 clusters Score -2707028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2707040.500000 Penalty: 4988.347656
	Iteration 45Q: 3 clusters Score -2707040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2707072.000000 Penalty: 4988.347656
	Iteration 46Q: 3 clusters Score -2707072 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2707081.250000 Penalty: 4988.347656
	Iteration 47Q: 3 clusters Score -2707081 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2707108.750000 Penalty: 4988.347656
	Iteration 48Q: 3 clusters Score -2707109 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2707154.000000 Penalty: 4988.347656
	Iteration 49Q: 3 clusters Score -2707154 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2707209.000000 Penalty: 4988.347656
	Iteration 50Q: 3 clusters Score -2707209 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2707294.000000 Penalty: 4988.347656
	Iteration 51Q: 3 clusters Score -2707294 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2707409.500000 Penalty: 4988.347656
	Iteration 52Q: 3 clusters Score -2707410 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2707521.500000 Penalty: 4988.347656
	Iteration 53Q: 3 clusters Score -2707522 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2707645.000000 Penalty: 4988.347656
	Iteration 54Q: 3 clusters Score -2707645 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2707784.500000 Penalty: 4988.347656
	Iteration 55Q: 3 clusters Score -2707784 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2707869.250000 Penalty: 4988.347656
	Iteration 56Q: 3 clusters Score -2707869 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2707923.000000 Penalty: 4988.347656
	Iteration 57Q: 3 clusters Score -2707923 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2707975.750000 Penalty: 4988.347656
	Iteration 58Q: 3 clusters Score -2707976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2707995.250000 Penalty: 4988.347656
	Iteration 59Q: 3 clusters Score -2707995 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2708004.250000 Penalty: 4988.347656
	Iteration 60F: 3 clusters Score -2708004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2708011.250000 Penalty: 4988.347656
	Iteration 61Q: 3 clusters Score -2708011 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2708036.750000 Penalty: 4988.347656
	Iteration 62Q: 3 clusters Score -2708037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2708029.500000 Penalty: 4988.347656
	Iteration 63Q: 3 clusters Score -2708030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2708030.750000 Penalty: 4988.347656
	Iteration 64Q: 3 clusters Score -2708031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2708040.500000 Penalty: 4988.347656
	Iteration 65Q: 3 clusters Score -2708040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2708043.500000 Penalty: 4988.347656
	Iteration 66Q: 3 clusters Score -2708044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2708043.500000 Penalty: 4988.347656
	Iteration 67Q: 3 clusters Score -2708044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2708049.750000 Penalty: 4988.347656
	Iteration 68Q: 3 clusters Score -2708050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2708051.250000 Penalty: 4988.347656
	Iteration 69Q: 3 clusters Score -2708051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2708055.250000 Penalty: 4988.347656
	Iteration 70Q: 3 clusters Score -2708055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2708048.000000 Penalty: 4988.347656
	Iteration 71Q: 3 clusters Score -2708048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2708062.250000 Penalty: 4988.347656
	Iteration 72Q: 3 clusters Score -2708062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2708060.000000 Penalty: 4988.347656
	Iteration 73Q: 3 clusters Score -2708060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2708063.250000 Penalty: 4988.347656
	Iteration 74Q: 3 clusters Score -2708063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2708063.000000 Penalty: 4988.347656
	Iteration 75Q: 3 clusters Score -2708063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2708058.500000 Penalty: 4988.347656
	Iteration 76Q: 3 clusters Score -2708058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2708056.000000 Penalty: 4988.347656
	Iteration 77Q: 3 clusters Score -2708056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2708059.250000 Penalty: 4988.347656
	Iteration 78Q: 3 clusters Score -2708059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2708059.250000 Penalty: 4988.347656
	Iteration 79F: 3 clusters Score -2708059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 56030 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 10789 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 14514 members 
Mstep: Class 9 contains 18329 members 
Mstep: Class 10 contains 7022 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 189019 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Entering Unmasked Estep 
Score: -133611712.000000 Penalty: 117875.031250
Splitting cluster 1 changes total score from -133610344.000000 to -133611712.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (56030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Entering Unmasked Estep 
Score: -6509252.500000 Penalty: 2711.543213
	Iteration 0F: 2 clusters Score -6509252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -6471621.500000 Penalty: 5423.086426
	Iteration 0F: 3 clusters Score -6471622 nChanged 26007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -6486498.500000 Penalty: 5423.086426
	Iteration 1F: 3 clusters Score -6486498 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -6487591.000000 Penalty: 5423.086426
	Iteration 2Q: 3 clusters Score -6487591 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -6488880.500000 Penalty: 5423.086426
	Iteration 3F: 3 clusters Score -6488880 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -6490596.500000 Penalty: 5423.086426
	Iteration 4F: 3 clusters Score -6490596 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -6492551.500000 Penalty: 5423.086426
	Iteration 5F: 3 clusters Score -6492552 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -6494655.000000 Penalty: 5423.086426
	Iteration 6F: 3 clusters Score -6494655 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -6496809.000000 Penalty: 5423.086426
	Iteration 7F: 3 clusters Score -6496809 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -6499002.500000 Penalty: 5423.086426
	Iteration 8F: 3 clusters Score -6499002 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -6501049.500000 Penalty: 5423.086426
	Iteration 9F: 3 clusters Score -6501050 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -6502548.500000 Penalty: 5423.086426
	Iteration 10Q: 3 clusters Score -6502548 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -6503642.000000 Penalty: 5423.086426
	Iteration 11Q: 3 clusters Score -6503642 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -6504439.000000 Penalty: 5423.086426
	Iteration 12Q: 3 clusters Score -6504439 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -6505077.500000 Penalty: 5423.086426
	Iteration 13Q: 3 clusters Score -6505078 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -6505676.000000 Penalty: 5423.086426
	Iteration 14Q: 3 clusters Score -6505676 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -6506327.500000 Penalty: 5423.086426
	Iteration 15Q: 3 clusters Score -6506328 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -6507037.000000 Penalty: 5423.086426
	Iteration 16Q: 3 clusters Score -6507037 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -6507653.500000 Penalty: 5423.086426
	Iteration 17Q: 3 clusters Score -6507654 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -6508318.500000 Penalty: 5423.086426
	Iteration 18Q: 3 clusters Score -6508318 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -6508951.000000 Penalty: 5423.086426
	Iteration 19Q: 3 clusters Score -6508951 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -6509425.000000 Penalty: 5423.086426
	Iteration 20F: 3 clusters Score -6509425 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -6509994.500000 Penalty: 5423.086426
	Iteration 21Q: 3 clusters Score -6509994 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -6510638.000000 Penalty: 5423.086426
	Iteration 22Q: 3 clusters Score -6510638 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -6511580.000000 Penalty: 5423.086426
	Iteration 23Q: 3 clusters Score -6511580 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -6512974.000000 Penalty: 5423.086426
	Iteration 24Q: 3 clusters Score -6512974 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -6514253.000000 Penalty: 5423.086426
	Iteration 25Q: 3 clusters Score -6514253 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -6514901.500000 Penalty: 5423.086426
	Iteration 26Q: 3 clusters Score -6514902 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -6515255.500000 Penalty: 5423.086426
	Iteration 27Q: 3 clusters Score -6515256 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -6515517.000000 Penalty: 5423.086426
	Iteration 28Q: 3 clusters Score -6515517 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -6515665.500000 Penalty: 5423.086426
	Iteration 29Q: 3 clusters Score -6515666 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -6515777.500000 Penalty: 5423.086426
	Iteration 30Q: 3 clusters Score -6515778 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -6515824.500000 Penalty: 5423.086426
	Iteration 31Q: 3 clusters Score -6515824 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -6515892.000000 Penalty: 5423.086426
	Iteration 32Q: 3 clusters Score -6515892 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -6515925.500000 Penalty: 5423.086426
	Iteration 33Q: 3 clusters Score -6515926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -6515949.000000 Penalty: 5423.086426
	Iteration 34Q: 3 clusters Score -6515949 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -6515971.000000 Penalty: 5423.086426
	Iteration 35Q: 3 clusters Score -6515971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -6515987.000000 Penalty: 5423.086426
	Iteration 36Q: 3 clusters Score -6515987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -6515987.500000 Penalty: 5423.086426
	Iteration 37Q: 3 clusters Score -6515988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -6516009.500000 Penalty: 5423.086426
	Iteration 38Q: 3 clusters Score -6516010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -6516016.000000 Penalty: 5423.086426
	Iteration 39Q: 3 clusters Score -6516016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -6516278.000000 Penalty: 5423.086426
	Iteration 40F: 3 clusters Score -6516278 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -6516378.500000 Penalty: 5423.086426
	Iteration 41Q: 3 clusters Score -6516378 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -6516415.500000 Penalty: 5423.086426
	Iteration 42Q: 3 clusters Score -6516416 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -6516498.000000 Penalty: 5423.086426
	Iteration 43Q: 3 clusters Score -6516498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -6516534.500000 Penalty: 5423.086426
	Iteration 44Q: 3 clusters Score -6516534 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -6516530.500000 Penalty: 5423.086426
	Iteration 45Q: 3 clusters Score -6516530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -6516514.500000 Penalty: 5423.086426
	Iteration 46Q: 3 clusters Score -6516514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -6516530.000000 Penalty: 5423.086426
	Iteration 47Q: 3 clusters Score -6516530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -6516548.000000 Penalty: 5423.086426
	Iteration 48Q: 3 clusters Score -6516548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -6516553.000000 Penalty: 5423.086426
	Iteration 49Q: 3 clusters Score -6516553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -6516554.500000 Penalty: 5423.086426
	Iteration 50Q: 3 clusters Score -6516554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -6516558.500000 Penalty: 5423.086426
	Iteration 51Q: 3 clusters Score -6516558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -6516552.000000 Penalty: 5423.086426
	Iteration 52Q: 3 clusters Score -6516552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -6516539.500000 Penalty: 5423.086426
	Iteration 53Q: 3 clusters Score -6516540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -6516547.000000 Penalty: 5423.086426
	Iteration 54Q: 3 clusters Score -6516547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -6516541.500000 Penalty: 5423.086426
	Iteration 55Q: 3 clusters Score -6516542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -6516543.500000 Penalty: 5423.086426
	Iteration 56Q: 3 clusters Score -6516544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -6516551.500000 Penalty: 5423.086426
	Iteration 57Q: 3 clusters Score -6516552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -6516548.500000 Penalty: 5423.086426
	Iteration 58Q: 3 clusters Score -6516548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -6516548.000000 Penalty: 5423.086426
	Iteration 59Q: 3 clusters Score -6516548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -6516548.000000 Penalty: 5423.086426
	Iteration 60F: 3 clusters Score -6516548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 10789 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 14514 members 
Mstep: Class 9 contains 18329 members 
Mstep: Class 10 contains 7022 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 189019 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Entering Unmasked Estep 
Score: -133618120.000000 Penalty: 121341.945312
Splitting cluster 2 changes total score from -133610344.000000 to -133618120.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (23142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Entering Unmasked Estep 
Score: -2724586.500000 Penalty: 2492.252197
	Iteration 0F: 2 clusters Score -2724586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2708428.500000 Penalty: 4984.504395
	Iteration 0F: 3 clusters Score -2708428 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2713902.750000 Penalty: 4984.504395
	Iteration 1F: 3 clusters Score -2713903 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2714346.750000 Penalty: 4984.504395
	Iteration 2F: 3 clusters Score -2714347 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2714762.500000 Penalty: 4984.504395
	Iteration 3Q: 3 clusters Score -2714762 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2715104.750000 Penalty: 4984.504395
	Iteration 4Q: 3 clusters Score -2715105 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2715449.250000 Penalty: 4984.504395
	Iteration 5Q: 3 clusters Score -2715449 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2715878.750000 Penalty: 4984.504395
	Iteration 6Q: 3 clusters Score -2715879 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2716408.250000 Penalty: 4984.504395
	Iteration 7Q: 3 clusters Score -2716408 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2717086.250000 Penalty: 4984.504395
	Iteration 8Q: 3 clusters Score -2717086 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2717908.250000 Penalty: 4984.504395
	Iteration 9F: 3 clusters Score -2717908 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2718900.250000 Penalty: 4984.504395
	Iteration 10F: 3 clusters Score -2718900 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2720003.000000 Penalty: 4984.504395
	Iteration 11F: 3 clusters Score -2720003 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2721062.250000 Penalty: 4984.504395
	Iteration 12F: 3 clusters Score -2721062 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2721919.750000 Penalty: 4984.504395
	Iteration 13Q: 3 clusters Score -2721920 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2722508.000000 Penalty: 4984.504395
	Iteration 14Q: 3 clusters Score -2722508 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2722848.750000 Penalty: 4984.504395
	Iteration 15Q: 3 clusters Score -2722849 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2723009.250000 Penalty: 4984.504395
	Iteration 16Q: 3 clusters Score -2723009 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2723117.750000 Penalty: 4984.504395
	Iteration 17Q: 3 clusters Score -2723118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2723173.750000 Penalty: 4984.504395
	Iteration 18Q: 3 clusters Score -2723174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2723224.000000 Penalty: 4984.504395
	Iteration 19Q: 3 clusters Score -2723224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2723264.000000 Penalty: 4984.504395
	Iteration 20F: 3 clusters Score -2723264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -2723358.750000 Penalty: 4984.504395
	Iteration 21Q: 3 clusters Score -2723359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2723390.500000 Penalty: 4984.504395
	Iteration 22Q: 3 clusters Score -2723390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2723400.750000 Penalty: 4984.504395
	Iteration 23Q: 3 clusters Score -2723401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2723410.000000 Penalty: 4984.504395
	Iteration 24Q: 3 clusters Score -2723410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2723427.500000 Penalty: 4984.504395
	Iteration 25Q: 3 clusters Score -2723428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2723425.500000 Penalty: 4984.504395
	Iteration 26Q: 3 clusters Score -2723426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2723425.500000 Penalty: 4984.504395
	Iteration 27Q: 3 clusters Score -2723426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2723421.500000 Penalty: 4984.504395
	Iteration 28Q: 3 clusters Score -2723422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2723422.750000 Penalty: 4984.504395
	Iteration 29Q: 3 clusters Score -2723423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2723422.750000 Penalty: 4984.504395
	Iteration 30F: 3 clusters Score -2723423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Entering Unmasked Estep 
Score: -1084576.625000 Penalty: 2302.998047
	Iteration 0F: 2 clusters Score -1084577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1076504.750000 Penalty: 4605.996094
	Iteration 0F: 3 clusters Score -1076505 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1079259.875000 Penalty: 4605.996094
	Iteration 1F: 3 clusters Score -1079260 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1079948.625000 Penalty: 4605.996094
	Iteration 2F: 3 clusters Score -1079949 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1080591.875000 Penalty: 4605.996094
	Iteration 3F: 3 clusters Score -1080592 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1081211.500000 Penalty: 4605.996094
	Iteration 4F: 3 clusters Score -1081212 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1081795.375000 Penalty: 4605.996094
	Iteration 5F: 3 clusters Score -1081795 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1082341.000000 Penalty: 4605.996094
	Iteration 6F: 3 clusters Score -1082341 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1082852.750000 Penalty: 4605.996094
	Iteration 7F: 3 clusters Score -1082853 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1083256.750000 Penalty: 4605.996094
	Iteration 8Q: 3 clusters Score -1083257 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1083544.375000 Penalty: 4605.996094
	Iteration 9Q: 3 clusters Score -1083544 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1083757.000000 Penalty: 4605.996094
	Iteration 10Q: 3 clusters Score -1083757 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1083913.875000 Penalty: 4605.996094
	Iteration 11Q: 3 clusters Score -1083914 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1084047.875000 Penalty: 4605.996094
	Iteration 12Q: 3 clusters Score -1084048 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1084139.750000 Penalty: 4605.996094
	Iteration 13Q: 3 clusters Score -1084140 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1084199.750000 Penalty: 4605.996094
	Iteration 14Q: 3 clusters Score -1084200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1084243.750000 Penalty: 4605.996094
	Iteration 15Q: 3 clusters Score -1084244 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1084294.875000 Penalty: 4605.996094
	Iteration 16Q: 3 clusters Score -1084295 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1084346.250000 Penalty: 4605.996094
	Iteration 17Q: 3 clusters Score -1084346 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1084398.375000 Penalty: 4605.996094
	Iteration 18Q: 3 clusters Score -1084398 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1084452.875000 Penalty: 4605.996094
	Iteration 19Q: 3 clusters Score -1084453 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1084501.500000 Penalty: 4605.996094
	Iteration 20F: 3 clusters Score -1084502 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1084546.875000 Penalty: 4605.996094
	Iteration 21Q: 3 clusters Score -1084547 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1084582.250000 Penalty: 4605.996094
	Iteration 22Q: 3 clusters Score -1084582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1084615.875000 Penalty: 4605.996094
	Iteration 23Q: 3 clusters Score -1084616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1084645.875000 Penalty: 4605.996094
	Iteration 24Q: 3 clusters Score -1084646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1084677.375000 Penalty: 4605.996094
	Iteration 25Q: 3 clusters Score -1084677 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1084708.875000 Penalty: 4605.996094
	Iteration 26Q: 3 clusters Score -1084709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1084738.750000 Penalty: 4605.996094
	Iteration 27Q: 3 clusters Score -1084739 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1084771.250000 Penalty: 4605.996094
	Iteration 28Q: 3 clusters Score -1084771 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1084807.125000 Penalty: 4605.996094
	Iteration 29Q: 3 clusters Score -1084807 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1084841.875000 Penalty: 4605.996094
	Iteration 30Q: 3 clusters Score -1084842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1084872.375000 Penalty: 4605.996094
	Iteration 31Q: 3 clusters Score -1084872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1084894.250000 Penalty: 4605.996094
	Iteration 32Q: 3 clusters Score -1084894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1084917.250000 Penalty: 4605.996094
	Iteration 33Q: 3 clusters Score -1084917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1084942.000000 Penalty: 4605.996094
	Iteration 34Q: 3 clusters Score -1084942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1084962.750000 Penalty: 4605.996094
	Iteration 35Q: 3 clusters Score -1084963 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1084994.250000 Penalty: 4605.996094
	Iteration 36Q: 3 clusters Score -1084994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1085010.125000 Penalty: 4605.996094
	Iteration 37Q: 3 clusters Score -1085010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1085036.500000 Penalty: 4605.996094
	Iteration 38Q: 3 clusters Score -1085036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1085057.375000 Penalty: 4605.996094
	Iteration 39Q: 3 clusters Score -1085057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1085064.125000 Penalty: 4605.996094
	Iteration 40F: 3 clusters Score -1085064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1085068.625000 Penalty: 4605.996094
	Iteration 41Q: 3 clusters Score -1085069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1085081.375000 Penalty: 4605.996094
	Iteration 42Q: 3 clusters Score -1085081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1085088.375000 Penalty: 4605.996094
	Iteration 43Q: 3 clusters Score -1085088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1085093.625000 Penalty: 4605.996094
	Iteration 44Q: 3 clusters Score -1085094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1085097.000000 Penalty: 4605.996094
	Iteration 45Q: 3 clusters Score -1085097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1085097.125000 Penalty: 4605.996094
	Iteration 46Q: 3 clusters Score -1085097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1085096.875000 Penalty: 4605.996094
	Iteration 47Q: 3 clusters Score -1085097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1085098.375000 Penalty: 4605.996094
	Iteration 48Q: 3 clusters Score -1085098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1085100.250000 Penalty: 4605.996094
	Iteration 49Q: 3 clusters Score -1085100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1085102.625000 Penalty: 4605.996094
	Iteration 50Q: 3 clusters Score -1085103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1085103.625000 Penalty: 4605.996094
	Iteration 51Q: 3 clusters Score -1085104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1085103.125000 Penalty: 4605.996094
	Iteration 52Q: 3 clusters Score -1085103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1085105.500000 Penalty: 4605.996094
	Iteration 53Q: 3 clusters Score -1085106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1085105.500000 Penalty: 4605.996094
	Iteration 54Q: 3 clusters Score -1085106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1085110.125000 Penalty: 4605.996094
	Iteration 55Q: 3 clusters Score -1085110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1085110.375000 Penalty: 4605.996094
	Iteration 56Q: 3 clusters Score -1085110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1085112.125000 Penalty: 4605.996094
	Iteration 57Q: 3 clusters Score -1085112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1085114.875000 Penalty: 4605.996094
	Iteration 58Q: 3 clusters Score -1085115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1085116.875000 Penalty: 4605.996094
	Iteration 59Q: 3 clusters Score -1085117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1085120.375000 Penalty: 4605.996094
	Iteration 60F: 3 clusters Score -1085120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1085120.375000 Penalty: 4605.996094
	Iteration 61Q: 3 clusters Score -1085120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1085128.125000 Penalty: 4605.996094
	Iteration 62Q: 3 clusters Score -1085128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1085125.125000 Penalty: 4605.996094
	Iteration 63Q: 3 clusters Score -1085125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1085125.625000 Penalty: 4605.996094
	Iteration 64Q: 3 clusters Score -1085126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1085125.625000 Penalty: 4605.996094
	Iteration 65Q: 3 clusters Score -1085126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1085123.125000 Penalty: 4605.996094
	Iteration 66Q: 3 clusters Score -1085123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1085125.625000 Penalty: 4605.996094
	Iteration 67Q: 3 clusters Score -1085126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1085127.875000 Penalty: 4605.996094
	Iteration 68Q: 3 clusters Score -1085128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1085128.750000 Penalty: 4605.996094
	Iteration 69Q: 3 clusters Score -1085129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1085129.000000 Penalty: 4605.996094
	Iteration 70Q: 3 clusters Score -1085129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1085129.000000 Penalty: 4605.996094
	Iteration 71F: 3 clusters Score -1085129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 14514 members 
Mstep: Class 9 contains 18329 members 
Mstep: Class 10 contains 7022 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 189019 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Entering Unmasked Estep 
Score: -133617240.000000 Penalty: 124808.851562
Splitting cluster 4 changes total score from -133610344.000000 to -133617240.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 5 (9331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Entering Unmasked Estep 
Score: -1064810.875000 Penalty: 2266.992188
	Iteration 0F: 2 clusters Score -1064811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1057570.375000 Penalty: 4533.984375
	Iteration 0F: 3 clusters Score -1057570 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1059745.875000 Penalty: 4533.984375
	Iteration 1F: 3 clusters Score -1059746 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1060267.000000 Penalty: 4533.984375
	Iteration 2F: 3 clusters Score -1060267 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1060916.500000 Penalty: 4533.984375
	Iteration 3F: 3 clusters Score -1060916 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1061623.750000 Penalty: 4533.984375
	Iteration 4F: 3 clusters Score -1061624 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1062399.875000 Penalty: 4533.984375
	Iteration 5F: 3 clusters Score -1062400 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1063075.875000 Penalty: 4533.984375
	Iteration 6F: 3 clusters Score -1063076 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1063645.500000 Penalty: 4533.984375
	Iteration 7F: 3 clusters Score -1063646 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1064053.875000 Penalty: 4533.984375
	Iteration 8F: 3 clusters Score -1064054 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1064363.125000 Penalty: 4533.984375
	Iteration 9Q: 3 clusters Score -1064363 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1064517.375000 Penalty: 4533.984375
	Iteration 10Q: 3 clusters Score -1064517 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1064580.500000 Penalty: 4533.984375
	Iteration 11Q: 3 clusters Score -1064580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1064609.500000 Penalty: 4533.984375
	Iteration 12Q: 3 clusters Score -1064610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1064625.750000 Penalty: 4533.984375
	Iteration 13Q: 3 clusters Score -1064626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1064645.375000 Penalty: 4533.984375
	Iteration 14Q: 3 clusters Score -1064645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1064661.250000 Penalty: 4533.984375
	Iteration 15Q: 3 clusters Score -1064661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1064668.875000 Penalty: 4533.984375
	Iteration 16Q: 3 clusters Score -1064669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1064674.625000 Penalty: 4533.984375
	Iteration 17Q: 3 clusters Score -1064675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1064681.500000 Penalty: 4533.984375
	Iteration 18Q: 3 clusters Score -1064682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1064684.500000 Penalty: 4533.984375
	Iteration 19Q: 3 clusters Score -1064684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1064686.000000 Penalty: 4533.984375
	Iteration 20F: 3 clusters Score -1064686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1064692.000000 Penalty: 4533.984375
	Iteration 21Q: 3 clusters Score -1064692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1064693.750000 Penalty: 4533.984375
	Iteration 22Q: 3 clusters Score -1064694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1064694.000000 Penalty: 4533.984375
	Iteration 23Q: 3 clusters Score -1064694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1064696.375000 Penalty: 4533.984375
	Iteration 24Q: 3 clusters Score -1064696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1064695.750000 Penalty: 4533.984375
	Iteration 25Q: 3 clusters Score -1064696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1064697.875000 Penalty: 4533.984375
	Iteration 26Q: 3 clusters Score -1064698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1064698.625000 Penalty: 4533.984375
	Iteration 27Q: 3 clusters Score -1064699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1064700.500000 Penalty: 4533.984375
	Iteration 28Q: 3 clusters Score -1064700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1064701.625000 Penalty: 4533.984375
	Iteration 29Q: 3 clusters Score -1064702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1064702.125000 Penalty: 4533.984375
	Iteration 30Q: 3 clusters Score -1064702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1064702.375000 Penalty: 4533.984375
	Iteration 31Q: 3 clusters Score -1064702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1064702.500000 Penalty: 4533.984375
	Iteration 32Q: 3 clusters Score -1064702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1064702.000000 Penalty: 4533.984375
	Iteration 33Q: 3 clusters Score -1064702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1064702.625000 Penalty: 4533.984375
	Iteration 34Q: 3 clusters Score -1064703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1064704.000000 Penalty: 4533.984375
	Iteration 35Q: 3 clusters Score -1064704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1064704.125000 Penalty: 4533.984375
	Iteration 36Q: 3 clusters Score -1064704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1064705.125000 Penalty: 4533.984375
	Iteration 37Q: 3 clusters Score -1064705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1064704.250000 Penalty: 4533.984375
	Iteration 38Q: 3 clusters Score -1064704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1064708.125000 Penalty: 4533.984375
	Iteration 39Q: 3 clusters Score -1064708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1064708.375000 Penalty: 4533.984375
	Iteration 40F: 3 clusters Score -1064708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1064708.125000 Penalty: 4533.984375
	Iteration 41Q: 3 clusters Score -1064708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1064708.000000 Penalty: 4533.984375
	Iteration 42Q: 3 clusters Score -1064708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1064707.875000 Penalty: 4533.984375
	Iteration 43Q: 3 clusters Score -1064708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1064706.375000 Penalty: 4533.984375
	Iteration 44Q: 3 clusters Score -1064706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1064706.375000 Penalty: 4533.984375
	Iteration 45F: 3 clusters Score -1064706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -160216.390625 Penalty: 1778.380371
	Iteration 0F: 2 clusters Score -160216.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -158523.125000 Penalty: 3556.760742
	Iteration 0F: 3 clusters Score -158523.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -160181.046875 Penalty: 3556.760742
	Iteration 1F: 3 clusters Score -160181 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160935.953125 Penalty: 3556.760742
	Iteration 2F: 3 clusters Score -160936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -161415.781250 Penalty: 3556.760742
	Iteration 3F: 3 clusters Score -161415.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161550.906250 Penalty: 3556.760742
	Iteration 4Q: 3 clusters Score -161550.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -161596.437500 Penalty: 3556.760742
	Iteration 5Q: 3 clusters Score -161596.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -161661.093750 Penalty: 3556.760742
	Iteration 6Q: 3 clusters Score -161661.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -161767.468750 Penalty: 3556.760742
	Iteration 7Q: 3 clusters Score -161767.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -161814.453125 Penalty: 3556.760742
	Iteration 8Q: 3 clusters Score -161814.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -161892.015625 Penalty: 3556.760742
	Iteration 9Q: 3 clusters Score -161892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -161974.203125 Penalty: 3556.760742
	Iteration 10Q: 3 clusters Score -161974.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -162018.265625 Penalty: 3556.760742
	Iteration 11Q: 3 clusters Score -162018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162075.937500 Penalty: 3556.760742
	Iteration 12Q: 3 clusters Score -162075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -162160.375000 Penalty: 3556.760742
	Iteration 13Q: 3 clusters Score -162160.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -162324.500000 Penalty: 3556.760742
	Iteration 14Q: 3 clusters Score -162324.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -162500.359375 Penalty: 3556.760742
	Iteration 15Q: 3 clusters Score -162500.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -162638.937500 Penalty: 3556.760742
	Iteration 16Q: 3 clusters Score -162638.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -162651.125000 Penalty: 3556.760742
	Iteration 17Q: 3 clusters Score -162651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -162654.656250 Penalty: 3556.760742
	Iteration 18Q: 3 clusters Score -162654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -162660.984375 Penalty: 3556.760742
	Iteration 19Q: 3 clusters Score -162661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -162663.031250 Penalty: 3556.760742
	Iteration 20F: 3 clusters Score -162663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 14514 members 
Mstep: Class 9 contains 18329 members 
Mstep: Class 10 contains 7022 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 189019 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Entering Unmasked Estep 
Score: -133618184.000000 Penalty: 128275.765625
Splitting cluster 6 changes total score from -133610344.000000 to -133618184.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 7 (39554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Entering Unmasked Estep 
Score: -4616410.000000 Penalty: 2625.184814
	Iteration 0F: 2 clusters Score -4616410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -4589613.500000 Penalty: 5250.369629
	Iteration 0F: 3 clusters Score -4589614 nChanged 18028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4600072.000000 Penalty: 5250.369629
	Iteration 1F: 3 clusters Score -4600072 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4600941.500000 Penalty: 5250.369629
	Iteration 2F: 3 clusters Score -4600942 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4601762.500000 Penalty: 5250.369629
	Iteration 3F: 3 clusters Score -4601762 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4602516.000000 Penalty: 5250.369629
	Iteration 4Q: 3 clusters Score -4602516 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4603390.500000 Penalty: 5250.369629
	Iteration 5Q: 3 clusters Score -4603390 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -4604321.500000 Penalty: 5250.369629
	Iteration 6Q: 3 clusters Score -4604322 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -4605358.000000 Penalty: 5250.369629
	Iteration 7Q: 3 clusters Score -4605358 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4606477.000000 Penalty: 5250.369629
	Iteration 8Q: 3 clusters Score -4606477 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4607534.500000 Penalty: 5250.369629
	Iteration 9Q: 3 clusters Score -4607534 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4608560.500000 Penalty: 5250.369629
	Iteration 10Q: 3 clusters Score -4608560 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4609472.500000 Penalty: 5250.369629
	Iteration 11Q: 3 clusters Score -4609472 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -4610385.500000 Penalty: 5250.369629
	Iteration 12Q: 3 clusters Score -4610386 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -4611307.500000 Penalty: 5250.369629
	Iteration 13Q: 3 clusters Score -4611308 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -4612139.000000 Penalty: 5250.369629
	Iteration 14Q: 3 clusters Score -4612139 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -4612957.000000 Penalty: 5250.369629
	Iteration 15Q: 3 clusters Score -4612957 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4613682.000000 Penalty: 5250.369629
	Iteration 16Q: 3 clusters Score -4613682 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -4614558.500000 Penalty: 5250.369629
	Iteration 17Q: 3 clusters Score -4614558 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4615197.000000 Penalty: 5250.369629
	Iteration 18Q: 3 clusters Score -4615197 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -4615439.000000 Penalty: 5250.369629
	Iteration 19Q: 3 clusters Score -4615439 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4615528.500000 Penalty: 5250.369629
	Iteration 20F: 3 clusters Score -4615528 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -4615578.000000 Penalty: 5250.369629
	Iteration 21Q: 3 clusters Score -4615578 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -4615614.000000 Penalty: 5250.369629
	Iteration 22Q: 3 clusters Score -4615614 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4615628.500000 Penalty: 5250.369629
	Iteration 23Q: 3 clusters Score -4615628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4615641.000000 Penalty: 5250.369629
	Iteration 24Q: 3 clusters Score -4615641 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4615664.500000 Penalty: 5250.369629
	Iteration 25Q: 3 clusters Score -4615664 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -4615693.000000 Penalty: 5250.369629
	Iteration 26Q: 3 clusters Score -4615693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -4615687.500000 Penalty: 5250.369629
	Iteration 27Q: 3 clusters Score -4615688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4615691.500000 Penalty: 5250.369629
	Iteration 28Q: 3 clusters Score -4615692 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -4615712.500000 Penalty: 5250.369629
	Iteration 29Q: 3 clusters Score -4615712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -4615701.500000 Penalty: 5250.369629
	Iteration 30Q: 3 clusters Score -4615702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -4615727.000000 Penalty: 5250.369629
	Iteration 31Q: 3 clusters Score -4615727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -4615720.500000 Penalty: 5250.369629
	Iteration 32Q: 3 clusters Score -4615720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -4615738.500000 Penalty: 5250.369629
	Iteration 33Q: 3 clusters Score -4615738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4615737.500000 Penalty: 5250.369629
	Iteration 34Q: 3 clusters Score -4615738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -4615741.000000 Penalty: 5250.369629
	Iteration 35Q: 3 clusters Score -4615741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -4615744.500000 Penalty: 5250.369629
	Iteration 36Q: 3 clusters Score -4615744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -4615753.000000 Penalty: 5250.369629
	Iteration 37Q: 3 clusters Score -4615753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -4615749.000000 Penalty: 5250.369629
	Iteration 38Q: 3 clusters Score -4615749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -4615762.000000 Penalty: 5250.369629
	Iteration 39Q: 3 clusters Score -4615762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -4615755.500000 Penalty: 5250.369629
	Iteration 40F: 3 clusters Score -4615756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -4615753.500000 Penalty: 5250.369629
	Iteration 41Q: 3 clusters Score -4615754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4615751.000000 Penalty: 5250.369629
	Iteration 42Q: 3 clusters Score -4615751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -4615748.500000 Penalty: 5250.369629
	Iteration 43Q: 3 clusters Score -4615748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -4615745.500000 Penalty: 5250.369629
	Iteration 44Q: 3 clusters Score -4615746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4615752.500000 Penalty: 5250.369629
	Iteration 45Q: 3 clusters Score -4615752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -4615752.000000 Penalty: 5250.369629
	Iteration 46Q: 3 clusters Score -4615752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4615749.000000 Penalty: 5250.369629
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 8050 members 
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Mstep: Class 1 contains 31536 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4615760 nChanged 11
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Mstep: Class 1 contains 31545 members 
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	Iteration 51Q: 3 clusters Score -4615768 nChanged 12
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Mstep: Class 2 contains 7997 members 
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	Iteration 52Q: 3 clusters Score -4615770 nChanged 17
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Mstep: Class 1 contains 31572 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4615770 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31590 members 
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	Iteration 54Q: 3 clusters Score -4615768 nChanged 17
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	Iteration 55Q: 3 clusters Score -4615771 nChanged 15
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Mstep: Class 1 contains 31620 members 
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	Iteration 56Q: 3 clusters Score -4615770 nChanged 14
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Mstep: Class 1 contains 31632 members 
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	Iteration 57Q: 3 clusters Score -4615770 nChanged 13
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	Iteration 58Q: 3 clusters Score -4615772 nChanged 10
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	Iteration 59Q: 3 clusters Score -4615770 nChanged 13
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	Iteration 60F: 3 clusters Score -4615768 nChanged 12
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	Iteration 61Q: 3 clusters Score -4615774 nChanged 11
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	Iteration 62Q: 3 clusters Score -4615774 nChanged 7
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	Iteration 63Q: 3 clusters Score -4615776 nChanged 5
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	Iteration 64Q: 3 clusters Score -4615779 nChanged 6
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	Iteration 65Q: 3 clusters Score -4615791 nChanged 4
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4615786 nChanged 4
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	Iteration 67Q: 3 clusters Score -4615788 nChanged 8
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	Iteration 68Q: 3 clusters Score -4615788 nChanged 5
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	Iteration 69Q: 3 clusters Score -4615796 nChanged 4
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	Iteration 71Q: 3 clusters Score -4615798 nChanged 11
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	Iteration 72Q: 3 clusters Score -4615804 nChanged 13
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	Iteration 74Q: 3 clusters Score -4615794 nChanged 13
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	Iteration 79Q: 3 clusters Score -4615792 nChanged 13
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	Iteration 80F: 3 clusters Score -4615788 nChanged 15
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	Iteration 84Q: 3 clusters Score -4615794 nChanged 16
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	Iteration 89Q: 3 clusters Score -4615801 nChanged 7
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	Iteration 93Q: 3 clusters Score -4615799 nChanged 3
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	Iteration 96Q: 3 clusters Score -4615808 nChanged 6
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	Iteration 97Q: 3 clusters Score -4615808 nChanged 6
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	Iteration 101Q: 3 clusters Score -4615806 nChanged 13
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	Iteration 103Q: 3 clusters Score -4615812 nChanged 25
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	Iteration 104Q: 3 clusters Score -4615822 nChanged 23
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	Iteration 105Q: 3 clusters Score -4615820 nChanged 24
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	Iteration 106Q: 3 clusters Score -4615822 nChanged 12
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	Iteration 107Q: 3 clusters Score -4615824 nChanged 15
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	Iteration 108Q: 3 clusters Score -4615818 nChanged 18
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	Iteration 109Q: 3 clusters Score -4615816 nChanged 17
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	Iteration 110Q: 3 clusters Score -4615828 nChanged 24
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	Iteration 111Q: 3 clusters Score -4615824 nChanged 22
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	Iteration 112Q: 3 clusters Score -4615821 nChanged 16
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	Iteration 113Q: 3 clusters Score -4615818 nChanged 15
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	Iteration 114Q: 3 clusters Score -4615823 nChanged 6
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	Iteration 115Q: 3 clusters Score -4615823 nChanged 9
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	Iteration 116Q: 3 clusters Score -4615822 nChanged 7
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	Iteration 117Q: 3 clusters Score -4615822 nChanged 12
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	Iteration 118Q: 3 clusters Score -4615828 nChanged 10
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	Iteration 119Q: 3 clusters Score -4615823 nChanged 7
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	Iteration 120F: 3 clusters Score -4615828 nChanged 10
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	Iteration 121Q: 3 clusters Score -4615820 nChanged 9
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	Iteration 122Q: 3 clusters Score -4615818 nChanged 6
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	Iteration 123Q: 3 clusters Score -4615812 nChanged 8
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	Iteration 124Q: 3 clusters Score -4615812 nChanged 11
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	Iteration 125Q: 3 clusters Score -4615815 nChanged 14
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	Iteration 126Q: 3 clusters Score -4615828 nChanged 15
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	Iteration 127Q: 3 clusters Score -4615818 nChanged 10
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	Iteration 128Q: 3 clusters Score -4615822 nChanged 17
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	Iteration 129Q: 3 clusters Score -4615837 nChanged 20
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	Iteration 130Q: 3 clusters Score -4615837 nChanged 19
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	Iteration 131Q: 3 clusters Score -4615849 nChanged 17
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	Iteration 132Q: 3 clusters Score -4615854 nChanged 19
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	Iteration 133Q: 3 clusters Score -4615850 nChanged 17
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	Iteration 134Q: 3 clusters Score -4615844 nChanged 20
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	Iteration 135Q: 3 clusters Score -4615851 nChanged 26
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	Iteration 136Q: 3 clusters Score -4615840 nChanged 29
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	Iteration 137Q: 3 clusters Score -4615850 nChanged 35
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	Iteration 138Q: 3 clusters Score -4615867 nChanged 37
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	Iteration 139Q: 3 clusters Score -4615877 nChanged 40
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Score: -4615878.500000 Penalty: 5250.369629
	Iteration 140F: 3 clusters Score -4615878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -4615892.000000 Penalty: 5250.369629
	Iteration 141Q: 3 clusters Score -4615892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4615900.500000 Penalty: 5250.369629
	Iteration 142Q: 3 clusters Score -4615900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -4615907.500000 Penalty: 5250.369629
	Iteration 143Q: 3 clusters Score -4615908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -4615905.500000 Penalty: 5250.369629
	Iteration 144Q: 3 clusters Score -4615906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4615922.500000 Penalty: 5250.369629
	Iteration 145Q: 3 clusters Score -4615922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -4615909.000000 Penalty: 5250.369629
	Iteration 146Q: 3 clusters Score -4615909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -4615908.500000 Penalty: 5250.369629
	Iteration 147Q: 3 clusters Score -4615908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -4615910.500000 Penalty: 5250.369629
	Iteration 148Q: 3 clusters Score -4615910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4615907.500000 Penalty: 5250.369629
	Iteration 149Q: 3 clusters Score -4615908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4615916.000000 Penalty: 5250.369629
	Iteration 150Q: 3 clusters Score -4615916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -4615925.000000 Penalty: 5250.369629
	Iteration 151Q: 3 clusters Score -4615925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4615922.000000 Penalty: 5250.369629
	Iteration 152Q: 3 clusters Score -4615922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4615920.000000 Penalty: 5250.369629
	Iteration 153Q: 3 clusters Score -4615920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -4615925.500000 Penalty: 5250.369629
	Iteration 154Q: 3 clusters Score -4615926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -4615926.500000 Penalty: 5250.369629
	Iteration 155Q: 3 clusters Score -4615926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4615918.000000 Penalty: 5250.369629
	Iteration 156Q: 3 clusters Score -4615918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -4615920.500000 Penalty: 5250.369629
	Iteration 157Q: 3 clusters Score -4615920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -4615924.500000 Penalty: 5250.369629
	Iteration 158Q: 3 clusters Score -4615924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -4615920.000000 Penalty: 5250.369629
	Iteration 159Q: 3 clusters Score -4615920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -4615918.000000 Penalty: 5250.369629
	Iteration 160F: 3 clusters Score -4615918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4615919.000000 Penalty: 5250.369629
	Iteration 161Q: 3 clusters Score -4615919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4615923.000000 Penalty: 5250.369629
	Iteration 162Q: 3 clusters Score -4615923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4615918.500000 Penalty: 5250.369629
	Iteration 163Q: 3 clusters Score -4615918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4615921.000000 Penalty: 5250.369629
	Iteration 164Q: 3 clusters Score -4615921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -4615922.000000 Penalty: 5250.369629
	Iteration 165Q: 3 clusters Score -4615922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4615924.000000 Penalty: 5250.369629
	Iteration 166Q: 3 clusters Score -4615924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -4615927.000000 Penalty: 5250.369629
	Iteration 167Q: 3 clusters Score -4615927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4615925.000000 Penalty: 5250.369629
	Iteration 168Q: 3 clusters Score -4615925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4615925.000000 Penalty: 5250.369629
	Iteration 169F: 3 clusters Score -4615925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Entering Unmasked Estep 
Score: -1667568.750000 Penalty: 2376.551514
	Iteration 0F: 2 clusters Score -1667569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1657112.250000 Penalty: 4753.103027
	Iteration 0F: 3 clusters Score -1657112 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1660456.750000 Penalty: 4753.103027
	Iteration 1F: 3 clusters Score -1660457 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1660941.375000 Penalty: 4753.103027
	Iteration 2F: 3 clusters Score -1660941 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1661430.625000 Penalty: 4753.103027
	Iteration 3F: 3 clusters Score -1661431 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1661905.750000 Penalty: 4753.103027
	Iteration 4F: 3 clusters Score -1661906 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1662415.750000 Penalty: 4753.103027
	Iteration 5F: 3 clusters Score -1662416 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1663057.625000 Penalty: 4753.103027
	Iteration 6F: 3 clusters Score -1663058 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1663786.750000 Penalty: 4753.103027
	Iteration 7F: 3 clusters Score -1663787 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1664564.125000 Penalty: 4753.103027
	Iteration 8F: 3 clusters Score -1664564 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1665370.625000 Penalty: 4753.103027
	Iteration 9F: 3 clusters Score -1665371 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1666305.750000 Penalty: 4753.103027
	Iteration 10F: 3 clusters Score -1666306 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1667529.125000 Penalty: 4753.103027
	Iteration 11F: 3 clusters Score -1667529 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1668858.250000 Penalty: 4753.103027
	Iteration 12F: 3 clusters Score -1668858 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1669367.875000 Penalty: 4753.103027
	Iteration 13Q: 3 clusters Score -1669368 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1669474.000000 Penalty: 4753.103027
	Iteration 14Q: 3 clusters Score -1669474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1669512.625000 Penalty: 4753.103027
	Iteration 15Q: 3 clusters Score -1669513 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1669530.000000 Penalty: 4753.103027
	Iteration 16Q: 3 clusters Score -1669530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1669544.250000 Penalty: 4753.103027
	Iteration 17Q: 3 clusters Score -1669544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1669554.375000 Penalty: 4753.103027
	Iteration 18Q: 3 clusters Score -1669554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1669559.750000 Penalty: 4753.103027
	Iteration 19Q: 3 clusters Score -1669560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1669561.500000 Penalty: 4753.103027
	Iteration 20F: 3 clusters Score -1669562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1669563.500000 Penalty: 4753.103027
	Iteration 21Q: 3 clusters Score -1669564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1669563.875000 Penalty: 4753.103027
	Iteration 22Q: 3 clusters Score -1669564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1669563.250000 Penalty: 4753.103027
	Iteration 23Q: 3 clusters Score -1669563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1669566.625000 Penalty: 4753.103027
	Iteration 24Q: 3 clusters Score -1669567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1669566.250000 Penalty: 4753.103027
	Iteration 25Q: 3 clusters Score -1669566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1669564.875000 Penalty: 4753.103027
	Iteration 26Q: 3 clusters Score -1669565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1669565.750000 Penalty: 4753.103027
	Iteration 27Q: 3 clusters Score -1669566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1669564.625000 Penalty: 4753.103027
	Iteration 28Q: 3 clusters Score -1669565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1669565.000000 Penalty: 4753.103027
	Iteration 29Q: 3 clusters Score -1669565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1669563.375000 Penalty: 4753.103027
	Iteration 30Q: 3 clusters Score -1669563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1669564.750000 Penalty: 4753.103027
	Iteration 31Q: 3 clusters Score -1669565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1669566.250000 Penalty: 4753.103027
	Iteration 32Q: 3 clusters Score -1669566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1669566.375000 Penalty: 4753.103027
	Iteration 33Q: 3 clusters Score -1669566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1669569.500000 Penalty: 4753.103027
	Iteration 34Q: 3 clusters Score -1669570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1669568.500000 Penalty: 4753.103027
	Iteration 35Q: 3 clusters Score -1669568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1669568.500000 Penalty: 4753.103027
	Iteration 36F: 3 clusters Score -1669568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 18329 members 
Mstep: Class 10 contains 7022 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 189019 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Entering Unmasked Estep 
Score: -133619376.000000 Penalty: 131742.687500
Splitting cluster 8 changes total score from -133610344.000000 to -133619376.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 9 (18329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Entering Unmasked Estep 
Score: -2096622.375000 Penalty: 2434.427246
	Iteration 0F: 2 clusters Score -2096622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2083672.250000 Penalty: 4868.854492
	Iteration 0F: 3 clusters Score -2083672 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2089170.375000 Penalty: 4868.854492
	Iteration 1F: 3 clusters Score -2089170 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2092599.625000 Penalty: 4868.854492
	Iteration 2F: 3 clusters Score -2092600 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2097281.000000 Penalty: 4868.854492
	Iteration 3F: 3 clusters Score -2097281 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2100572.500000 Penalty: 4868.854492
	Iteration 4F: 3 clusters Score -2100572 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2102011.500000 Penalty: 4868.854492
	Iteration 5F: 3 clusters Score -2102012 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2102507.250000 Penalty: 4868.854492
	Iteration 6Q: 3 clusters Score -2102507 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2102644.250000 Penalty: 4868.854492
	Iteration 7Q: 3 clusters Score -2102644 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2102712.750000 Penalty: 4868.854492
	Iteration 8Q: 3 clusters Score -2102713 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2102761.750000 Penalty: 4868.854492
	Iteration 9Q: 3 clusters Score -2102762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2102806.250000 Penalty: 4868.854492
	Iteration 10Q: 3 clusters Score -2102806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2102838.250000 Penalty: 4868.854492
	Iteration 11Q: 3 clusters Score -2102838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2102860.250000 Penalty: 4868.854492
	Iteration 12Q: 3 clusters Score -2102860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2102878.500000 Penalty: 4868.854492
	Iteration 13Q: 3 clusters Score -2102878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2102888.250000 Penalty: 4868.854492
	Iteration 14Q: 3 clusters Score -2102888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2102887.500000 Penalty: 4868.854492
	Iteration 15Q: 3 clusters Score -2102888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2102896.500000 Penalty: 4868.854492
	Iteration 16Q: 3 clusters Score -2102896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2102902.250000 Penalty: 4868.854492
	Iteration 17Q: 3 clusters Score -2102902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2102906.000000 Penalty: 4868.854492
	Iteration 18Q: 3 clusters Score -2102906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2102904.000000 Penalty: 4868.854492
	Iteration 19Q: 3 clusters Score -2102904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2102904.250000 Penalty: 4868.854492
	Iteration 20F: 3 clusters Score -2102904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2102910.000000 Penalty: 4868.854492
	Iteration 21Q: 3 clusters Score -2102910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2102909.000000 Penalty: 4868.854492
	Iteration 22Q: 3 clusters Score -2102909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2102911.500000 Penalty: 4868.854492
	Iteration 23Q: 3 clusters Score -2102912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2102909.750000 Penalty: 4868.854492
	Iteration 24Q: 3 clusters Score -2102910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2102909.750000 Penalty: 4868.854492
	Iteration 25F: 3 clusters Score -2102910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 7022 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 189019 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Entering Unmasked Estep 
Score: -133624392.000000 Penalty: 135209.593750
Splitting cluster 9 changes total score from -133610344.000000 to -133624392.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (7022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Entering Unmasked Estep 
Score: -804393.312500 Penalty: 2196.487061
	Iteration 0F: 2 clusters Score -804393.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -798578.125000 Penalty: 4392.974121
	Iteration 0F: 3 clusters Score -798578.1 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -800227.750000 Penalty: 4392.974121
	Iteration 1F: 3 clusters Score -800227.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -800686.875000 Penalty: 4392.974121
	Iteration 2F: 3 clusters Score -800686.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -801122.750000 Penalty: 4392.974121
	Iteration 3F: 3 clusters Score -801122.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -801607.687500 Penalty: 4392.974121
	Iteration 4F: 3 clusters Score -801607.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -802312.937500 Penalty: 4392.974121
	Iteration 5F: 3 clusters Score -802312.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -803517.687500 Penalty: 4392.974121
	Iteration 6F: 3 clusters Score -803517.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -804897.437500 Penalty: 4392.974121
	Iteration 7F: 3 clusters Score -804897.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -805700.562500 Penalty: 4392.974121
	Iteration 8F: 3 clusters Score -805700.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -806070.250000 Penalty: 4392.974121
	Iteration 9Q: 3 clusters Score -806070.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -806126.250000 Penalty: 4392.974121
	Iteration 10Q: 3 clusters Score -806126.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -806144.250000 Penalty: 4392.974121
	Iteration 11Q: 3 clusters Score -806144.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -806153.750000 Penalty: 4392.974121
	Iteration 12Q: 3 clusters Score -806153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -806157.937500 Penalty: 4392.974121
	Iteration 13Q: 3 clusters Score -806157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -806157.812500 Penalty: 4392.974121
	Iteration 14Q: 3 clusters Score -806157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -806160.750000 Penalty: 4392.974121
	Iteration 15Q: 3 clusters Score -806160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -806160.750000 Penalty: 4392.974121
	Iteration 16F: 3 clusters Score -806160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 189019 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Entering Unmasked Estep 
Score: -133624648.000000 Penalty: 138676.500000
Splitting cluster 10 changes total score from -133610344.000000 to -133624648.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 11 (13378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Entering Unmasked Estep 
Score: -1526797.375000 Penalty: 2356.338867
	Iteration 0F: 2 clusters Score -1526797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1517050.500000 Penalty: 4712.677734
	Iteration 0F: 3 clusters Score -1517050 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1520218.500000 Penalty: 4712.677734
	Iteration 1F: 3 clusters Score -1520218 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1520797.875000 Penalty: 4712.677734
	Iteration 2F: 3 clusters Score -1520798 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1521479.750000 Penalty: 4712.677734
	Iteration 3F: 3 clusters Score -1521480 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1522276.625000 Penalty: 4712.677734
	Iteration 4F: 3 clusters Score -1522277 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1523114.750000 Penalty: 4712.677734
	Iteration 5F: 3 clusters Score -1523115 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1524046.500000 Penalty: 4712.677734
	Iteration 6F: 3 clusters Score -1524046 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1524845.500000 Penalty: 4712.677734
	Iteration 7F: 3 clusters Score -1524846 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1525379.250000 Penalty: 4712.677734
	Iteration 8F: 3 clusters Score -1525379 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1525745.625000 Penalty: 4712.677734
	Iteration 9Q: 3 clusters Score -1525746 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1526047.625000 Penalty: 4712.677734
	Iteration 10Q: 3 clusters Score -1526048 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1526282.000000 Penalty: 4712.677734
	Iteration 11Q: 3 clusters Score -1526282 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1526483.625000 Penalty: 4712.677734
	Iteration 12Q: 3 clusters Score -1526484 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1526630.625000 Penalty: 4712.677734
	Iteration 13Q: 3 clusters Score -1526631 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1526733.000000 Penalty: 4712.677734
	Iteration 14Q: 3 clusters Score -1526733 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1526818.875000 Penalty: 4712.677734
	Iteration 15Q: 3 clusters Score -1526819 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1526897.250000 Penalty: 4712.677734
	Iteration 16Q: 3 clusters Score -1526897 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1526980.000000 Penalty: 4712.677734
	Iteration 17Q: 3 clusters Score -1526980 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1527043.750000 Penalty: 4712.677734
	Iteration 18Q: 3 clusters Score -1527044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1527083.000000 Penalty: 4712.677734
	Iteration 19Q: 3 clusters Score -1527083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1527119.750000 Penalty: 4712.677734
	Iteration 20F: 3 clusters Score -1527120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1527139.250000 Penalty: 4712.677734
	Iteration 21Q: 3 clusters Score -1527139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1527158.750000 Penalty: 4712.677734
	Iteration 22Q: 3 clusters Score -1527159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1527165.875000 Penalty: 4712.677734
	Iteration 23Q: 3 clusters Score -1527166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1527169.750000 Penalty: 4712.677734
	Iteration 24Q: 3 clusters Score -1527170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1527172.625000 Penalty: 4712.677734
	Iteration 25Q: 3 clusters Score -1527173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1527176.375000 Penalty: 4712.677734
	Iteration 26Q: 3 clusters Score -1527176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1527178.250000 Penalty: 4712.677734
	Iteration 27Q: 3 clusters Score -1527178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1527182.250000 Penalty: 4712.677734
	Iteration 28Q: 3 clusters Score -1527182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1527184.875000 Penalty: 4712.677734
	Iteration 29Q: 3 clusters Score -1527185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1527184.500000 Penalty: 4712.677734
	Iteration 30Q: 3 clusters Score -1527184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1527188.250000 Penalty: 4712.677734
	Iteration 31Q: 3 clusters Score -1527188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1527184.750000 Penalty: 4712.677734
	Iteration 32Q: 3 clusters Score -1527185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1527187.375000 Penalty: 4712.677734
	Iteration 33Q: 3 clusters Score -1527187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1527193.750000 Penalty: 4712.677734
	Iteration 34Q: 3 clusters Score -1527194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1527193.000000 Penalty: 4712.677734
	Iteration 35Q: 3 clusters Score -1527193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1527194.625000 Penalty: 4712.677734
	Iteration 36Q: 3 clusters Score -1527195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1527193.625000 Penalty: 4712.677734
	Iteration 37Q: 3 clusters Score -1527194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1527195.250000 Penalty: 4712.677734
	Iteration 38Q: 3 clusters Score -1527195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1527195.125000 Penalty: 4712.677734
	Iteration 39Q: 3 clusters Score -1527195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1527195.375000 Penalty: 4712.677734
	Iteration 40F: 3 clusters Score -1527195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1527198.125000 Penalty: 4712.677734
	Iteration 41Q: 3 clusters Score -1527198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1527200.000000 Penalty: 4712.677734
	Iteration 42Q: 3 clusters Score -1527200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1527198.625000 Penalty: 4712.677734
	Iteration 43Q: 3 clusters Score -1527199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1527202.375000 Penalty: 4712.677734
	Iteration 44Q: 3 clusters Score -1527202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1527197.625000 Penalty: 4712.677734
	Iteration 45Q: 3 clusters Score -1527198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1527197.875000 Penalty: 4712.677734
	Iteration 46Q: 3 clusters Score -1527198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1527198.250000 Penalty: 4712.677734
	Iteration 47Q: 3 clusters Score -1527198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1527198.250000 Penalty: 4712.677734
	Iteration 48F: 3 clusters Score -1527198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 189019 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Entering Unmasked Estep 
Score: -133623920.000000 Penalty: 142143.421875
Splitting cluster 11 changes total score from -133610344.000000 to -133623920.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 12 (189827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189827 members 
Entering Unmasked Estep 
Score: -22154634.000000 Penalty: 3014.159424
	Iteration 0F: 2 clusters Score -2.215463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -22029538.000000 Penalty: 6028.318848
	Iteration 0F: 3 clusters Score -2.202954e+07 nChanged 91249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 89205 members 
Entering Unmasked Estep 
Score: -22083146.000000 Penalty: 6028.318848
	Iteration 1F: 3 clusters Score -2.208315e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -22084816.000000 Penalty: 6028.318848
	Iteration 2Q: 3 clusters Score -2.208482e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -22086870.000000 Penalty: 6028.318848
	Iteration 3Q: 3 clusters Score -2.208687e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116676 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -22090832.000000 Penalty: 6028.318848
	Iteration 4Q: 3 clusters Score -2.209083e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128035 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -22098300.000000 Penalty: 6028.318848
	Iteration 5F: 3 clusters Score -2.20983e+07 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143117 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -22110646.000000 Penalty: 6028.318848
	Iteration 6F: 3 clusters Score -2.211065e+07 nChanged 16791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -22126190.000000 Penalty: 6028.318848
	Iteration 7F: 3 clusters Score -2.212619e+07 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173282 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -22138904.000000 Penalty: 6028.318848
	Iteration 8F: 3 clusters Score -2.21389e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181614 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -22146254.000000 Penalty: 6028.318848
	Iteration 9Q: 3 clusters Score -2.214625e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185609 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -22149362.000000 Penalty: 6028.318848
	Iteration 10Q: 3 clusters Score -2.214936e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187425 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -22150748.000000 Penalty: 6028.318848
	Iteration 11Q: 3 clusters Score -2.215075e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188216 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22151350.000000 Penalty: 6028.318848
	Iteration 12Q: 3 clusters Score -2.215135e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188611 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -22151618.000000 Penalty: 6028.318848
	Iteration 13Q: 3 clusters Score -2.215162e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188795 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -22151716.000000 Penalty: 6028.318848
	Iteration 14Q: 3 clusters Score -2.215172e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188929 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -22151848.000000 Penalty: 6028.318848
	Iteration 15Q: 3 clusters Score -2.215185e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189017 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22151954.000000 Penalty: 6028.318848
	Iteration 16Q: 3 clusters Score -2.215195e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189072 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -22152008.000000 Penalty: 6028.318848
	Iteration 17Q: 3 clusters Score -2.215201e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189101 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -22152040.000000 Penalty: 6028.318848
	Iteration 18Q: 3 clusters Score -2.215204e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189121 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -22152078.000000 Penalty: 6028.318848
	Iteration 19Q: 3 clusters Score -2.215208e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189142 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22152106.000000 Penalty: 6028.318848
	Iteration 20F: 3 clusters Score -2.215211e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189159 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -22152116.000000 Penalty: 6028.318848
	Iteration 21Q: 3 clusters Score -2.215212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189167 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22152128.000000 Penalty: 6028.318848
	Iteration 22Q: 3 clusters Score -2.215213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189173 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22152132.000000 Penalty: 6028.318848
	Iteration 23Q: 3 clusters Score -2.215213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189178 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22152124.000000 Penalty: 6028.318848
	Iteration 24Q: 3 clusters Score -2.215212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189185 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22152142.000000 Penalty: 6028.318848
	Iteration 25Q: 3 clusters Score -2.215214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189184 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22152136.000000 Penalty: 6028.318848
	Iteration 26Q: 3 clusters Score -2.215214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189187 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22152136.000000 Penalty: 6028.318848
	Iteration 27Q: 3 clusters Score -2.215214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189188 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22152148.000000 Penalty: 6028.318848
	Iteration 28Q: 3 clusters Score -2.215215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189187 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22152148.000000 Penalty: 6028.318848
	Iteration 29Q: 3 clusters Score -2.215215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189192 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -22152152.000000 Penalty: 6028.318848
	Iteration 30Q: 3 clusters Score -2.215215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189193 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -22152152.000000 Penalty: 6028.318848
	Iteration 31Q: 3 clusters Score -2.215215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189196 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -22152160.000000 Penalty: 6028.318848
	Iteration 32Q: 3 clusters Score -2.215216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189196 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -22152160.000000 Penalty: 6028.318848
	Iteration 33Q: 3 clusters Score -2.215216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22152152.000000 Penalty: 6028.318848
	Iteration 34Q: 3 clusters Score -2.215215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22152164.000000 Penalty: 6028.318848
	Iteration 35Q: 3 clusters Score -2.215216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22152164.000000 Penalty: 6028.318848
	Iteration 36F: 3 clusters Score -2.215216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (189019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189019 members 
Entering Unmasked Estep 
Score: -22293406.000000 Penalty: 3013.101562
	Iteration 0F: 2 clusters Score -2.229341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 94231 members 
Entering Unmasked Estep 
Score: -22169500.000000 Penalty: 6026.203125
	Iteration 0F: 3 clusters Score -2.21695e+07 nChanged 90805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -22222602.000000 Penalty: 6026.203125
	Iteration 1F: 3 clusters Score -2.22226e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -22224014.000000 Penalty: 6026.203125
	Iteration 2Q: 3 clusters Score -2.222401e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -22226104.000000 Penalty: 6026.203125
	Iteration 3Q: 3 clusters Score -2.22261e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113281 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -22229410.000000 Penalty: 6026.203125
	Iteration 4Q: 3 clusters Score -2.222941e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122891 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -22235302.000000 Penalty: 6026.203125
	Iteration 5F: 3 clusters Score -2.22353e+07 nChanged 13811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -22245254.000000 Penalty: 6026.203125
	Iteration 6F: 3 clusters Score -2.224525e+07 nChanged 16082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -22259320.000000 Penalty: 6026.203125
	Iteration 7F: 3 clusters Score -2.225932e+07 nChanged 15093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -22273788.000000 Penalty: 6026.203125
	Iteration 8F: 3 clusters Score -2.227379e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177780 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -22283886.000000 Penalty: 6026.203125
	Iteration 9F: 3 clusters Score -2.228389e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183629 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -22289096.000000 Penalty: 6026.203125
	Iteration 10Q: 3 clusters Score -2.22891e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186136 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -22291228.000000 Penalty: 6026.203125
	Iteration 11Q: 3 clusters Score -2.229123e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187057 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -22292140.000000 Penalty: 6026.203125
	Iteration 12Q: 3 clusters Score -2.229214e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -22292552.000000 Penalty: 6026.203125
	Iteration 13Q: 3 clusters Score -2.229255e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187532 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -22292846.000000 Penalty: 6026.203125
	Iteration 14Q: 3 clusters Score -2.229285e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187615 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -22293180.000000 Penalty: 6026.203125
	Iteration 15Q: 3 clusters Score -2.229318e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187665 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -22293512.000000 Penalty: 6026.203125
	Iteration 16Q: 3 clusters Score -2.229351e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187667 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22293622.000000 Penalty: 6026.203125
	Iteration 17Q: 3 clusters Score -2.229362e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187657 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22293678.000000 Penalty: 6026.203125
	Iteration 18Q: 3 clusters Score -2.229368e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187638 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -22293736.000000 Penalty: 6026.203125
	Iteration 19Q: 3 clusters Score -2.229374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187625 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22293744.000000 Penalty: 6026.203125
	Iteration 20F: 3 clusters Score -2.229374e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187613 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22293800.000000 Penalty: 6026.203125
	Iteration 21Q: 3 clusters Score -2.22938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187604 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -22293774.000000 Penalty: 6026.203125
	Iteration 22Q: 3 clusters Score -2.229377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187603 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -22293782.000000 Penalty: 6026.203125
	Iteration 23Q: 3 clusters Score -2.229378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187598 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22293770.000000 Penalty: 6026.203125
	Iteration 24Q: 3 clusters Score -2.229377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187595 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -22293804.000000 Penalty: 6026.203125
	Iteration 25Q: 3 clusters Score -2.22938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187592 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22293792.000000 Penalty: 6026.203125
	Iteration 26Q: 3 clusters Score -2.229379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187592 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22293792.000000 Penalty: 6026.203125
	Iteration 27Q: 3 clusters Score -2.229379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187590 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -22293792.000000 Penalty: 6026.203125
	Iteration 28Q: 3 clusters Score -2.229379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187589 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -22293794.000000 Penalty: 6026.203125
	Iteration 29Q: 3 clusters Score -2.229379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187589 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -22293794.000000 Penalty: 6026.203125
	Iteration 30F: 3 clusters Score -2.229379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Entering Unmasked Estep 
Score: -133623720.000000 Penalty: 145610.328125
Splitting cluster 13 changes total score from -133610344.000000 to -133623720.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 14 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -97868.921875 Penalty: 1724.039551
	Iteration 0F: 2 clusters Score -97868.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96014.265625 Penalty: 3448.079102
	Iteration 0F: 3 clusters Score -96014.27 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -96631.210938 Penalty: 3448.079102
	Iteration 1F: 3 clusters Score -96631.21 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96931.656250 Penalty: 3448.079102
	Iteration 2F: 3 clusters Score -96931.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97211.507812 Penalty: 3448.079102
	Iteration 3F: 3 clusters Score -97211.51 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -97481.460938 Penalty: 3448.079102
	Iteration 4F: 3 clusters Score -97481.46 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -97755.781250 Penalty: 3448.079102
	Iteration 5F: 3 clusters Score -97755.78 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -98004.906250 Penalty: 3448.079102
	Iteration 6F: 3 clusters Score -98004.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -98135.718750 Penalty: 3448.079102
	Iteration 7Q: 3 clusters Score -98135.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -98249.562500 Penalty: 3448.079102
	Iteration 8Q: 3 clusters Score -98249.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -98321.609375 Penalty: 3448.079102
	Iteration 9Q: 3 clusters Score -98321.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -98372.226562 Penalty: 3448.079102
	Iteration 10Q: 3 clusters Score -98372.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -98413.992188 Penalty: 3448.079102
	Iteration 11Q: 3 clusters Score -98413.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -98422.070312 Penalty: 3448.079102
	Iteration 12Q: 3 clusters Score -98422.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -98425.546875 Penalty: 3448.079102
	Iteration 13Q: 3 clusters Score -98425.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -98437.726562 Penalty: 3448.079102
	Iteration 14Q: 3 clusters Score -98437.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -98458.921875 Penalty: 3448.079102
	Iteration 15Q: 3 clusters Score -98458.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -98467.031250 Penalty: 3448.079102
	Iteration 16Q: 3 clusters Score -98467.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -98470.000000 Penalty: 3448.079102
	Iteration 17F: 3 clusters Score -98470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -98491.289062 Penalty: 3448.079102
	Iteration 18Q: 3 clusters Score -98491.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -98512.125000 Penalty: 3448.079102
	Iteration 19Q: 3 clusters Score -98512.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -98532.781250 Penalty: 3448.079102
	Iteration 20F: 3 clusters Score -98532.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -98561.421875 Penalty: 3448.079102
	Iteration 21Q: 3 clusters Score -98561.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -98586.148438 Penalty: 3448.079102
	Iteration 22Q: 3 clusters Score -98586.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -98604.625000 Penalty: 3448.079102
	Iteration 23Q: 3 clusters Score -98604.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -98638.632812 Penalty: 3448.079102
	Iteration 24Q: 3 clusters Score -98638.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -98661.117188 Penalty: 3448.079102
	Iteration 25Q: 3 clusters Score -98661.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -98679.250000 Penalty: 3448.079102
	Iteration 26Q: 3 clusters Score -98679.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -98714.289062 Penalty: 3448.079102
	Iteration 27Q: 3 clusters Score -98714.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -98745.593750 Penalty: 3448.079102
	Iteration 28Q: 3 clusters Score -98745.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -98773.734375 Penalty: 3448.079102
	Iteration 29Q: 3 clusters Score -98773.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -98785.203125 Penalty: 3448.079102
	Iteration 30Q: 3 clusters Score -98785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -98799.593750 Penalty: 3448.079102
	Iteration 31Q: 3 clusters Score -98799.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -98834.054688 Penalty: 3448.079102
	Iteration 32Q: 3 clusters Score -98834.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98895.539062 Penalty: 3448.079102
	Iteration 33Q: 3 clusters Score -98895.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -98959.320312 Penalty: 3448.079102
	Iteration 34Q: 3 clusters Score -98959.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -99011.718750 Penalty: 3448.079102
	Iteration 35Q: 3 clusters Score -99011.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -99028.078125 Penalty: 3448.079102
	Iteration 36Q: 3 clusters Score -99028.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -99048.546875 Penalty: 3448.079102
	Iteration 37Q: 3 clusters Score -99048.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -99051.710938 Penalty: 3448.079102
	Iteration 38Q: 3 clusters Score -99051.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -99066.148438 Penalty: 3448.079102
	Iteration 39Q: 3 clusters Score -99066.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -99080.382812 Penalty: 3448.079102
	Iteration 40F: 3 clusters Score -99080.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -99108.351562 Penalty: 3448.079102
	Iteration 41Q: 3 clusters Score -99108.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -99116.476562 Penalty: 3448.079102
	Iteration 42Q: 3 clusters Score -99116.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -99121.601562 Penalty: 3448.079102
	Iteration 43Q: 3 clusters Score -99121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -99121.601562 Penalty: 3448.079102
	Iteration 44F: 3 clusters Score -99121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Entering Unmasked Estep 
Score: -133623208.000000 Penalty: 149077.250000
Splitting cluster 14 changes total score from -133610344.000000 to -133623208.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 15 (12147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Entering Unmasked Estep 
Score: -1676575.250000 Penalty: 2332.399658
	Iteration 0F: 2 clusters Score -1676575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1668121.375000 Penalty: 4664.799316
	Iteration 0F: 3 clusters Score -1668121 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1676220.875000 Penalty: 4664.799316
	Iteration 1F: 3 clusters Score -1676221 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1682474.500000 Penalty: 4664.799316
	Iteration 2F: 3 clusters Score -1682474 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1686564.125000 Penalty: 4664.799316
	Iteration 3F: 3 clusters Score -1686564 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1688687.500000 Penalty: 4664.799316
	Iteration 4F: 3 clusters Score -1688688 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1689643.125000 Penalty: 4664.799316
	Iteration 5Q: 3 clusters Score -1689643 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1690121.625000 Penalty: 4664.799316
	Iteration 6Q: 3 clusters Score -1690122 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1690280.750000 Penalty: 4664.799316
	Iteration 7Q: 3 clusters Score -1690281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1690324.250000 Penalty: 4664.799316
	Iteration 8Q: 3 clusters Score -1690324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1690333.875000 Penalty: 4664.799316
	Iteration 9Q: 3 clusters Score -1690334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1690341.875000 Penalty: 4664.799316
	Iteration 10Q: 3 clusters Score -1690342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1690338.875000 Penalty: 4664.799316
	Iteration 11Q: 3 clusters Score -1690339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1690344.625000 Penalty: 4664.799316
	Iteration 12Q: 3 clusters Score -1690345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1690338.750000 Penalty: 4664.799316
	Iteration 13Q: 3 clusters Score -1690339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1690341.000000 Penalty: 4664.799316
	Iteration 14Q: 3 clusters Score -1690341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1690342.625000 Penalty: 4664.799316
	Iteration 15Q: 3 clusters Score -1690343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1690346.875000 Penalty: 4664.799316
	Iteration 16Q: 3 clusters Score -1690347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1690339.750000 Penalty: 4664.799316
	Iteration 17Q: 3 clusters Score -1690340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1690342.250000 Penalty: 4664.799316
	Iteration 18Q: 3 clusters Score -1690342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1690345.875000 Penalty: 4664.799316
	Iteration 19Q: 3 clusters Score -1690346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1690341.875000 Penalty: 4664.799316
	Iteration 20F: 3 clusters Score -1690342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Entering Unmasked Estep 
Score: -133636000.000000 Penalty: 152544.156250
Splitting cluster 15 changes total score from -133610344.000000 to -133636000.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 16 (22172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Entering Unmasked Estep 
Score: -2554390.750000 Penalty: 2481.633057
	Iteration 0F: 2 clusters Score -2554391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2539003.250000 Penalty: 4963.266113
	Iteration 0F: 3 clusters Score -2539003 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2545788.250000 Penalty: 4963.266113
	Iteration 1F: 3 clusters Score -2545788 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2548491.750000 Penalty: 4963.266113
	Iteration 2F: 3 clusters Score -2548492 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2550898.000000 Penalty: 4963.266113
	Iteration 3F: 3 clusters Score -2550898 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2552983.250000 Penalty: 4963.266113
	Iteration 4F: 3 clusters Score -2552983 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2554264.500000 Penalty: 4963.266113
	Iteration 5F: 3 clusters Score -2554264 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2555032.750000 Penalty: 4963.266113
	Iteration 6Q: 3 clusters Score -2555033 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2555614.000000 Penalty: 4963.266113
	Iteration 7Q: 3 clusters Score -2555614 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2556152.750000 Penalty: 4963.266113
	Iteration 8Q: 3 clusters Score -2556153 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2556616.500000 Penalty: 4963.266113
	Iteration 9Q: 3 clusters Score -2556616 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2557092.750000 Penalty: 4963.266113
	Iteration 10Q: 3 clusters Score -2557093 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2557532.750000 Penalty: 4963.266113
	Iteration 11Q: 3 clusters Score -2557533 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2557846.000000 Penalty: 4963.266113
	Iteration 12Q: 3 clusters Score -2557846 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2558025.000000 Penalty: 4963.266113
	Iteration 13Q: 3 clusters Score -2558025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2558097.750000 Penalty: 4963.266113
	Iteration 14Q: 3 clusters Score -2558098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2558143.000000 Penalty: 4963.266113
	Iteration 15Q: 3 clusters Score -2558143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2558167.250000 Penalty: 4963.266113
	Iteration 16Q: 3 clusters Score -2558167 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2558198.250000 Penalty: 4963.266113
	Iteration 17Q: 3 clusters Score -2558198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2558197.750000 Penalty: 4963.266113
	Iteration 18Q: 3 clusters Score -2558198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2558203.250000 Penalty: 4963.266113
	Iteration 19Q: 3 clusters Score -2558203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2558203.000000 Penalty: 4963.266113
	Iteration 20F: 3 clusters Score -2558203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2558210.000000 Penalty: 4963.266113
	Iteration 21Q: 3 clusters Score -2558210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2558214.750000 Penalty: 4963.266113
	Iteration 22Q: 3 clusters Score -2558215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2558212.750000 Penalty: 4963.266113
	Iteration 23Q: 3 clusters Score -2558213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2558212.250000 Penalty: 4963.266113
	Iteration 24Q: 3 clusters Score -2558212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2558212.750000 Penalty: 4963.266113
	Iteration 25Q: 3 clusters Score -2558213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2558210.750000 Penalty: 4963.266113
	Iteration 26Q: 3 clusters Score -2558211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2558211.000000 Penalty: 4963.266113
	Iteration 27Q: 3 clusters Score -2558211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2558211.500000 Penalty: 4963.266113
	Iteration 28Q: 3 clusters Score -2558212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2558211.500000 Penalty: 4963.266113
	Iteration 29F: 3 clusters Score -2558212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Entering Unmasked Estep 
Score: -133639096.000000 Penalty: 156011.062500
Splitting cluster 16 changes total score from -133610344.000000 to -133639096.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 17 (12333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Entering Unmasked Estep 
Score: -1404745.375000 Penalty: 2336.168213
	Iteration 0F: 2 clusters Score -1404745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1395554.875000 Penalty: 4672.336426
	Iteration 0F: 3 clusters Score -1395555 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1398327.000000 Penalty: 4672.336426
	Iteration 1F: 3 clusters Score -1398327 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1398825.125000 Penalty: 4672.336426
	Iteration 2F: 3 clusters Score -1398825 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1399378.750000 Penalty: 4672.336426
	Iteration 3F: 3 clusters Score -1399379 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1400163.875000 Penalty: 4672.336426
	Iteration 4F: 3 clusters Score -1400164 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1401531.125000 Penalty: 4672.336426
	Iteration 5F: 3 clusters Score -1401531 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1403837.375000 Penalty: 4672.336426
	Iteration 6F: 3 clusters Score -1403837 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1406936.500000 Penalty: 4672.336426
	Iteration 7F: 3 clusters Score -1406936 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1409172.125000 Penalty: 4672.336426
	Iteration 8F: 3 clusters Score -1409172 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1409523.000000 Penalty: 4672.336426
	Iteration 9Q: 3 clusters Score -1409523 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1409563.875000 Penalty: 4672.336426
	Iteration 10Q: 3 clusters Score -1409564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1409581.375000 Penalty: 4672.336426
	Iteration 11Q: 3 clusters Score -1409581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1409583.000000 Penalty: 4672.336426
	Iteration 12Q: 3 clusters Score -1409583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1409585.625000 Penalty: 4672.336426
	Iteration 13Q: 3 clusters Score -1409586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1409586.875000 Penalty: 4672.336426
	Iteration 14Q: 3 clusters Score -1409587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1409586.875000 Penalty: 4672.336426
	Iteration 15F: 3 clusters Score -1409587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Mstep: Class 46 contains 6637 members 
Entering Unmasked Estep 
Score: -133642568.000000 Penalty: 159477.984375
Splitting cluster 17 changes total score from -133610344.000000 to -133642568.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 18 (16709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Entering Unmasked Estep 
Score: -1976360.125000 Penalty: 2411.478271
	Iteration 0F: 2 clusters Score -1976360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1964430.500000 Penalty: 4822.956543
	Iteration 0F: 3 clusters Score -1964430 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1968529.500000 Penalty: 4822.956543
	Iteration 1F: 3 clusters Score -1968530 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1969237.000000 Penalty: 4822.956543
	Iteration 2F: 3 clusters Score -1969237 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1970157.875000 Penalty: 4822.956543
	Iteration 3F: 3 clusters Score -1970158 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1971474.875000 Penalty: 4822.956543
	Iteration 4F: 3 clusters Score -1971475 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1973088.125000 Penalty: 4822.956543
	Iteration 5F: 3 clusters Score -1973088 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1974569.250000 Penalty: 4822.956543
	Iteration 6F: 3 clusters Score -1974569 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1975535.125000 Penalty: 4822.956543
	Iteration 7F: 3 clusters Score -1975535 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1975963.000000 Penalty: 4822.956543
	Iteration 8Q: 3 clusters Score -1975963 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1976134.500000 Penalty: 4822.956543
	Iteration 9Q: 3 clusters Score -1976134 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1976218.250000 Penalty: 4822.956543
	Iteration 10Q: 3 clusters Score -1976218 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1976268.375000 Penalty: 4822.956543
	Iteration 11Q: 3 clusters Score -1976268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1976292.125000 Penalty: 4822.956543
	Iteration 12Q: 3 clusters Score -1976292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1976310.625000 Penalty: 4822.956543
	Iteration 13Q: 3 clusters Score -1976311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1976334.250000 Penalty: 4822.956543
	Iteration 14Q: 3 clusters Score -1976334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1976340.375000 Penalty: 4822.956543
	Iteration 15Q: 3 clusters Score -1976340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1976353.500000 Penalty: 4822.956543
	Iteration 16Q: 3 clusters Score -1976354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1976370.000000 Penalty: 4822.956543
	Iteration 17Q: 3 clusters Score -1976370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1976386.000000 Penalty: 4822.956543
	Iteration 18Q: 3 clusters Score -1976386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1976396.000000 Penalty: 4822.956543
	Iteration 19Q: 3 clusters Score -1976396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1976404.625000 Penalty: 4822.956543
	Iteration 20F: 3 clusters Score -1976405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1976416.625000 Penalty: 4822.956543
	Iteration 21Q: 3 clusters Score -1976417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1976425.000000 Penalty: 4822.956543
	Iteration 22Q: 3 clusters Score -1976425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1976425.750000 Penalty: 4822.956543
	Iteration 23Q: 3 clusters Score -1976426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1976435.875000 Penalty: 4822.956543
	Iteration 24Q: 3 clusters Score -1976436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1976445.375000 Penalty: 4822.956543
	Iteration 25Q: 3 clusters Score -1976445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1976445.000000 Penalty: 4822.956543
	Iteration 26Q: 3 clusters Score -1976445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1976451.625000 Penalty: 4822.956543
	Iteration 27Q: 3 clusters Score -1976452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1976459.625000 Penalty: 4822.956543
	Iteration 28Q: 3 clusters Score -1976460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1976467.500000 Penalty: 4822.956543
	Iteration 29Q: 3 clusters Score -1976468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1976467.250000 Penalty: 4822.956543
	Iteration 30Q: 3 clusters Score -1976467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1976475.750000 Penalty: 4822.956543
	Iteration 31Q: 3 clusters Score -1976476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1976476.750000 Penalty: 4822.956543
	Iteration 32Q: 3 clusters Score -1976477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1976477.000000 Penalty: 4822.956543
	Iteration 33Q: 3 clusters Score -1976477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1976476.500000 Penalty: 4822.956543
	Iteration 34Q: 3 clusters Score -1976476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1976485.000000 Penalty: 4822.956543
	Iteration 35Q: 3 clusters Score -1976485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1976483.625000 Penalty: 4822.956543
	Iteration 36Q: 3 clusters Score -1976484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1976486.750000 Penalty: 4822.956543
	Iteration 37Q: 3 clusters Score -1976487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1976484.750000 Penalty: 4822.956543
	Iteration 38Q: 3 clusters Score -1976485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1976488.000000 Penalty: 4822.956543
	Iteration 39Q: 3 clusters Score -1976488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1976489.125000 Penalty: 4822.956543
	Iteration 40F: 3 clusters Score -1976489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1976487.875000 Penalty: 4822.956543
	Iteration 41Q: 3 clusters Score -1976488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1976484.625000 Penalty: 4822.956543
	Iteration 42Q: 3 clusters Score -1976485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1976487.500000 Penalty: 4822.956543
	Iteration 43Q: 3 clusters Score -1976488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1976485.375000 Penalty: 4822.956543
	Iteration 44Q: 3 clusters Score -1976485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1976489.375000 Penalty: 4822.956543
	Iteration 45Q: 3 clusters Score -1976489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1976489.250000 Penalty: 4822.956543
	Iteration 46Q: 3 clusters Score -1976489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1976488.125000 Penalty: 4822.956543
	Iteration 47Q: 3 clusters Score -1976488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1976490.500000 Penalty: 4822.956543
	Iteration 48Q: 3 clusters Score -1976490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1976488.125000 Penalty: 4822.956543
	Iteration 49Q: 3 clusters Score -1976488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1976491.875000 Penalty: 4822.956543
	Iteration 50Q: 3 clusters Score -1976492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1976492.875000 Penalty: 4822.956543
	Iteration 51Q: 3 clusters Score -1976493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1976495.250000 Penalty: 4822.956543
	Iteration 52Q: 3 clusters Score -1976495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1976494.500000 Penalty: 4822.956543
	Iteration 53Q: 3 clusters Score -1976494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1976495.125000 Penalty: 4822.956543
	Iteration 54Q: 3 clusters Score -1976495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1976497.875000 Penalty: 4822.956543
	Iteration 55Q: 3 clusters Score -1976498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1976500.000000 Penalty: 4822.956543
	Iteration 56Q: 3 clusters Score -1976500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1976501.000000 Penalty: 4822.956543
	Iteration 57Q: 3 clusters Score -1976501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1976502.250000 Penalty: 4822.956543
	Iteration 58Q: 3 clusters Score -1976502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1976507.000000 Penalty: 4822.956543
	Iteration 59Q: 3 clusters Score -1976507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1976512.250000 Penalty: 4822.956543
	Iteration 60F: 3 clusters Score -1976512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1976517.250000 Penalty: 4822.956543
	Iteration 61Q: 3 clusters Score -1976517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1976526.875000 Penalty: 4822.956543
	Iteration 62Q: 3 clusters Score -1976527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1976520.625000 Penalty: 4822.956543
	Iteration 63Q: 3 clusters Score -1976521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1976521.500000 Penalty: 4822.956543
	Iteration 64Q: 3 clusters Score -1976522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1976517.625000 Penalty: 4822.956543
	Iteration 65Q: 3 clusters Score -1976518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1976520.875000 Penalty: 4822.956543
	Iteration 66Q: 3 clusters Score -1976521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1976525.750000 Penalty: 4822.956543
	Iteration 67Q: 3 clusters Score -1976526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1976523.000000 Penalty: 4822.956543
	Iteration 68Q: 3 clusters Score -1976523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1976530.375000 Penalty: 4822.956543
	Iteration 69Q: 3 clusters Score -1976530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1976529.375000 Penalty: 4822.956543
	Iteration 70Q: 3 clusters Score -1976529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1976528.000000 Penalty: 4822.956543
	Iteration 71Q: 3 clusters Score -1976528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1976528.875000 Penalty: 4822.956543
	Iteration 72Q: 3 clusters Score -1976529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1976528.875000 Penalty: 4822.956543
	Iteration 73Q: 3 clusters Score -1976529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1976529.625000 Penalty: 4822.956543
	Iteration 74Q: 3 clusters Score -1976530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1976528.500000 Penalty: 4822.956543
	Iteration 75Q: 3 clusters Score -1976528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1976530.875000 Penalty: 4822.956543
	Iteration 76Q: 3 clusters Score -1976531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1976529.750000 Penalty: 4822.956543
	Iteration 77Q: 3 clusters Score -1976530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1976532.125000 Penalty: 4822.956543
	Iteration 78Q: 3 clusters Score -1976532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1976530.125000 Penalty: 4822.956543
	Iteration 79Q: 3 clusters Score -1976530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1976533.500000 Penalty: 4822.956543
	Iteration 80F: 3 clusters Score -1976534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1976532.875000 Penalty: 4822.956543
	Iteration 81Q: 3 clusters Score -1976533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1976529.250000 Penalty: 4822.956543
	Iteration 82Q: 3 clusters Score -1976529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1976532.375000 Penalty: 4822.956543
	Iteration 83Q: 3 clusters Score -1976532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1976533.125000 Penalty: 4822.956543
	Iteration 84Q: 3 clusters Score -1976533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1976530.875000 Penalty: 4822.956543
	Iteration 85Q: 3 clusters Score -1976531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1976534.375000 Penalty: 4822.956543
	Iteration 86Q: 3 clusters Score -1976534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1976533.250000 Penalty: 4822.956543
	Iteration 87Q: 3 clusters Score -1976533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1976533.250000 Penalty: 4822.956543
	Iteration 88F: 3 clusters Score -1976533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 11386 members 
Entering Unmasked Estep 
Score: -133641464.000000 Penalty: 162944.890625
Splitting cluster 18 changes total score from -133610344.000000 to -133641464.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 19 (6115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Entering Unmasked Estep 
Score: -731673.000000 Penalty: 2162.187988
	Iteration 0F: 2 clusters Score -731673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -726486.125000 Penalty: 4324.375977
	Iteration 0F: 3 clusters Score -726486.1 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -727773.500000 Penalty: 4324.375977
	Iteration 1F: 3 clusters Score -727773.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -728019.062500 Penalty: 4324.375977
	Iteration 2F: 3 clusters Score -728019.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -728150.500000 Penalty: 4324.375977
	Iteration 3F: 3 clusters Score -728150.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -728249.562500 Penalty: 4324.375977
	Iteration 4Q: 3 clusters Score -728249.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -728326.812500 Penalty: 4324.375977
	Iteration 5Q: 3 clusters Score -728326.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -728399.250000 Penalty: 4324.375977
	Iteration 6Q: 3 clusters Score -728399.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -728462.562500 Penalty: 4324.375977
	Iteration 7Q: 3 clusters Score -728462.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -728520.062500 Penalty: 4324.375977
	Iteration 8Q: 3 clusters Score -728520.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -728571.500000 Penalty: 4324.375977
	Iteration 9Q: 3 clusters Score -728571.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -728624.937500 Penalty: 4324.375977
	Iteration 10Q: 3 clusters Score -728624.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -728680.375000 Penalty: 4324.375977
	Iteration 11Q: 3 clusters Score -728680.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -728748.062500 Penalty: 4324.375977
	Iteration 12Q: 3 clusters Score -728748.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -728829.000000 Penalty: 4324.375977
	Iteration 13Q: 3 clusters Score -728829 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -728884.687500 Penalty: 4324.375977
	Iteration 14Q: 3 clusters Score -728884.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -728943.312500 Penalty: 4324.375977
	Iteration 15Q: 3 clusters Score -728943.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -729002.187500 Penalty: 4324.375977
	Iteration 16Q: 3 clusters Score -729002.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -729062.937500 Penalty: 4324.375977
	Iteration 17Q: 3 clusters Score -729062.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -729127.750000 Penalty: 4324.375977
	Iteration 18Q: 3 clusters Score -729127.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -729202.312500 Penalty: 4324.375977
	Iteration 19Q: 3 clusters Score -729202.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -729280.812500 Penalty: 4324.375977
	Iteration 20F: 3 clusters Score -729280.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -729349.812500 Penalty: 4324.375977
	Iteration 21Q: 3 clusters Score -729349.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -729403.937500 Penalty: 4324.375977
	Iteration 22Q: 3 clusters Score -729403.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -729450.562500 Penalty: 4324.375977
	Iteration 23Q: 3 clusters Score -729450.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -729484.187500 Penalty: 4324.375977
	Iteration 24Q: 3 clusters Score -729484.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -729510.062500 Penalty: 4324.375977
	Iteration 25Q: 3 clusters Score -729510.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -729524.187500 Penalty: 4324.375977
	Iteration 26Q: 3 clusters Score -729524.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -729537.750000 Penalty: 4324.375977
	Iteration 27Q: 3 clusters Score -729537.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -729543.000000 Penalty: 4324.375977
	Iteration 28Q: 3 clusters Score -729543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -729548.062500 Penalty: 4324.375977
	Iteration 29Q: 3 clusters Score -729548.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -729554.562500 Penalty: 4324.375977
	Iteration 30Q: 3 clusters Score -729554.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -729560.000000 Penalty: 4324.375977
	Iteration 31Q: 3 clusters Score -729560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -729562.125000 Penalty: 4324.375977
	Iteration 32Q: 3 clusters Score -729562.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -729565.375000 Penalty: 4324.375977
	Iteration 33Q: 3 clusters Score -729565.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -729567.500000 Penalty: 4324.375977
	Iteration 34Q: 3 clusters Score -729567.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -729571.250000 Penalty: 4324.375977
	Iteration 35Q: 3 clusters Score -729571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -729573.687500 Penalty: 4324.375977
	Iteration 36Q: 3 clusters Score -729573.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -729575.250000 Penalty: 4324.375977
	Iteration 37Q: 3 clusters Score -729575.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -729575.750000 Penalty: 4324.375977
	Iteration 38Q: 3 clusters Score -729575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -729575.875000 Penalty: 4324.375977
	Iteration 39Q: 3 clusters Score -729575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -729577.812500 Penalty: 4324.375977
	Iteration 40F: 3 clusters Score -729577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Entering Unmasked Estep 
Score: -2014387.750000 Penalty: 2451.383301
	Iteration 0F: 2 clusters Score -2014388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2000681.250000 Penalty: 4902.766602
	Iteration 0F: 3 clusters Score -2000681 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2005529.250000 Penalty: 4902.766602
	Iteration 1F: 3 clusters Score -2005529 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2006501.500000 Penalty: 4902.766602
	Iteration 2F: 3 clusters Score -2006502 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2007610.000000 Penalty: 4902.766602
	Iteration 3F: 3 clusters Score -2007610 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2008702.625000 Penalty: 4902.766602
	Iteration 4F: 3 clusters Score -2008703 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2009785.125000 Penalty: 4902.766602
	Iteration 5F: 3 clusters Score -2009785 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2010704.375000 Penalty: 4902.766602
	Iteration 6F: 3 clusters Score -2010704 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2011447.125000 Penalty: 4902.766602
	Iteration 7F: 3 clusters Score -2011447 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2012058.000000 Penalty: 4902.766602
	Iteration 8Q: 3 clusters Score -2012058 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2012565.750000 Penalty: 4902.766602
	Iteration 9Q: 3 clusters Score -2012566 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2012976.250000 Penalty: 4902.766602
	Iteration 10Q: 3 clusters Score -2012976 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2013255.000000 Penalty: 4902.766602
	Iteration 11Q: 3 clusters Score -2013255 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2013460.000000 Penalty: 4902.766602
	Iteration 12Q: 3 clusters Score -2013460 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2013625.875000 Penalty: 4902.766602
	Iteration 13Q: 3 clusters Score -2013626 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2013733.375000 Penalty: 4902.766602
	Iteration 14Q: 3 clusters Score -2013733 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2013803.250000 Penalty: 4902.766602
	Iteration 15Q: 3 clusters Score -2013803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2013844.125000 Penalty: 4902.766602
	Iteration 16Q: 3 clusters Score -2013844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2013878.750000 Penalty: 4902.766602
	Iteration 17Q: 3 clusters Score -2013879 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2013895.000000 Penalty: 4902.766602
	Iteration 18Q: 3 clusters Score -2013895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2013909.375000 Penalty: 4902.766602
	Iteration 19Q: 3 clusters Score -2013909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2013924.125000 Penalty: 4902.766602
	Iteration 20F: 3 clusters Score -2013924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2013932.625000 Penalty: 4902.766602
	Iteration 21Q: 3 clusters Score -2013933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2013948.250000 Penalty: 4902.766602
	Iteration 22Q: 3 clusters Score -2013948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2013962.375000 Penalty: 4902.766602
	Iteration 23Q: 3 clusters Score -2013962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2013966.500000 Penalty: 4902.766602
	Iteration 24Q: 3 clusters Score -2013966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2013974.125000 Penalty: 4902.766602
	Iteration 25Q: 3 clusters Score -2013974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2013978.375000 Penalty: 4902.766602
	Iteration 26Q: 3 clusters Score -2013978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2013981.000000 Penalty: 4902.766602
	Iteration 27Q: 3 clusters Score -2013981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2013991.250000 Penalty: 4902.766602
	Iteration 28Q: 3 clusters Score -2013991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2013997.375000 Penalty: 4902.766602
	Iteration 29Q: 3 clusters Score -2013997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2014007.875000 Penalty: 4902.766602
	Iteration 30Q: 3 clusters Score -2014008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2014022.625000 Penalty: 4902.766602
	Iteration 31Q: 3 clusters Score -2014023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2014022.750000 Penalty: 4902.766602
	Iteration 32Q: 3 clusters Score -2014023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2014037.500000 Penalty: 4902.766602
	Iteration 33Q: 3 clusters Score -2014038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2014044.750000 Penalty: 4902.766602
	Iteration 34Q: 3 clusters Score -2014045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2014062.000000 Penalty: 4902.766602
	Iteration 35Q: 3 clusters Score -2014062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2014083.750000 Penalty: 4902.766602
	Iteration 36Q: 3 clusters Score -2014084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2014123.500000 Penalty: 4902.766602
	Iteration 37Q: 3 clusters Score -2014124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2014213.875000 Penalty: 4902.766602
	Iteration 38Q: 3 clusters Score -2014214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2014328.250000 Penalty: 4902.766602
	Iteration 39Q: 3 clusters Score -2014328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2014379.000000 Penalty: 4902.766602
	Iteration 40F: 3 clusters Score -2014379 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2014413.500000 Penalty: 4902.766602
	Iteration 41Q: 3 clusters Score -2014414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2014425.375000 Penalty: 4902.766602
	Iteration 42Q: 3 clusters Score -2014425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2014434.625000 Penalty: 4902.766602
	Iteration 43Q: 3 clusters Score -2014435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2014459.500000 Penalty: 4902.766602
	Iteration 44Q: 3 clusters Score -2014460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2014484.500000 Penalty: 4902.766602
	Iteration 45Q: 3 clusters Score -2014484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2014511.500000 Penalty: 4902.766602
	Iteration 46Q: 3 clusters Score -2014512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2014535.125000 Penalty: 4902.766602
	Iteration 47Q: 3 clusters Score -2014535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2014556.250000 Penalty: 4902.766602
	Iteration 48Q: 3 clusters Score -2014556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2014571.500000 Penalty: 4902.766602
	Iteration 49Q: 3 clusters Score -2014572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2014593.125000 Penalty: 4902.766602
	Iteration 50Q: 3 clusters Score -2014593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2014613.000000 Penalty: 4902.766602
	Iteration 51Q: 3 clusters Score -2014613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2014636.125000 Penalty: 4902.766602
	Iteration 52Q: 3 clusters Score -2014636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2014650.750000 Penalty: 4902.766602
	Iteration 53Q: 3 clusters Score -2014651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2014671.750000 Penalty: 4902.766602
	Iteration 54Q: 3 clusters Score -2014672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2014690.875000 Penalty: 4902.766602
	Iteration 55Q: 3 clusters Score -2014691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2014694.875000 Penalty: 4902.766602
	Iteration 56Q: 3 clusters Score -2014695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2014697.500000 Penalty: 4902.766602
	Iteration 57Q: 3 clusters Score -2014698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2014701.250000 Penalty: 4902.766602
	Iteration 58Q: 3 clusters Score -2014701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2014704.250000 Penalty: 4902.766602
	Iteration 59Q: 3 clusters Score -2014704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2014713.250000 Penalty: 4902.766602
	Iteration 60F: 3 clusters Score -2014713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2014716.375000 Penalty: 4902.766602
	Iteration 61Q: 3 clusters Score -2014716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2014715.875000 Penalty: 4902.766602
	Iteration 62Q: 3 clusters Score -2014716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2014722.875000 Penalty: 4902.766602
	Iteration 63Q: 3 clusters Score -2014723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2014726.000000 Penalty: 4902.766602
	Iteration 64Q: 3 clusters Score -2014726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2014731.750000 Penalty: 4902.766602
	Iteration 65Q: 3 clusters Score -2014732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2014735.750000 Penalty: 4902.766602
	Iteration 66Q: 3 clusters Score -2014736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2014747.250000 Penalty: 4902.766602
	Iteration 67Q: 3 clusters Score -2014747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2014753.750000 Penalty: 4902.766602
	Iteration 68Q: 3 clusters Score -2014754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2014763.250000 Penalty: 4902.766602
	Iteration 69Q: 3 clusters Score -2014763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2014769.125000 Penalty: 4902.766602
	Iteration 70Q: 3 clusters Score -2014769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2014776.875000 Penalty: 4902.766602
	Iteration 71Q: 3 clusters Score -2014777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2014782.250000 Penalty: 4902.766602
	Iteration 72Q: 3 clusters Score -2014782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2014787.000000 Penalty: 4902.766602
	Iteration 73Q: 3 clusters Score -2014787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2014793.125000 Penalty: 4902.766602
	Iteration 74Q: 3 clusters Score -2014793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2014800.375000 Penalty: 4902.766602
	Iteration 75Q: 3 clusters Score -2014800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2014801.875000 Penalty: 4902.766602
	Iteration 76Q: 3 clusters Score -2014802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2014805.750000 Penalty: 4902.766602
	Iteration 77Q: 3 clusters Score -2014806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2014807.750000 Penalty: 4902.766602
	Iteration 78Q: 3 clusters Score -2014808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2014809.125000 Penalty: 4902.766602
	Iteration 79Q: 3 clusters Score -2014809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2014809.625000 Penalty: 4902.766602
	Iteration 80F: 3 clusters Score -2014810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2014811.500000 Penalty: 4902.766602
	Iteration 81Q: 3 clusters Score -2014812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2014813.750000 Penalty: 4902.766602
	Iteration 82Q: 3 clusters Score -2014814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2014819.375000 Penalty: 4902.766602
	Iteration 83Q: 3 clusters Score -2014819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2014822.000000 Penalty: 4902.766602
	Iteration 84Q: 3 clusters Score -2014822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2014826.750000 Penalty: 4902.766602
	Iteration 85Q: 3 clusters Score -2014827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2014829.000000 Penalty: 4902.766602
	Iteration 86Q: 3 clusters Score -2014829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2014834.875000 Penalty: 4902.766602
	Iteration 87Q: 3 clusters Score -2014835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2014836.750000 Penalty: 4902.766602
	Iteration 88Q: 3 clusters Score -2014837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2014835.500000 Penalty: 4902.766602
	Iteration 89Q: 3 clusters Score -2014836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2014837.375000 Penalty: 4902.766602
	Iteration 90Q: 3 clusters Score -2014837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2014843.750000 Penalty: 4902.766602
	Iteration 91Q: 3 clusters Score -2014844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2014844.250000 Penalty: 4902.766602
	Iteration 92Q: 3 clusters Score -2014844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2014842.750000 Penalty: 4902.766602
	Iteration 93Q: 3 clusters Score -2014843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2014842.375000 Penalty: 4902.766602
	Iteration 94Q: 3 clusters Score -2014842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2014842.125000 Penalty: 4902.766602
	Iteration 95Q: 3 clusters Score -2014842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2014842.125000 Penalty: 4902.766602
	Iteration 96F: 3 clusters Score -2014842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 11386 members 
Mstep: Class 48 contains 2153 members 
Entering Unmasked Estep 
Score: -133641000.000000 Penalty: 166411.812500
Splitting cluster 20 changes total score from -133610344.000000 to -133641000.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 21 (21056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Entering Unmasked Estep 
Score: -2448157.500000 Penalty: 2468.825195
	Iteration 0F: 2 clusters Score -2448158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2433439.250000 Penalty: 4937.650391
	Iteration 0F: 3 clusters Score -2433439 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2438661.500000 Penalty: 4937.650391
	Iteration 1F: 3 clusters Score -2438662 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2439617.750000 Penalty: 4937.650391
	Iteration 2F: 3 clusters Score -2439618 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2440836.750000 Penalty: 4937.650391
	Iteration 3F: 3 clusters Score -2440837 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2442104.500000 Penalty: 4937.650391
	Iteration 4F: 3 clusters Score -2442104 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2443173.750000 Penalty: 4937.650391
	Iteration 5F: 3 clusters Score -2443174 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2443986.500000 Penalty: 4937.650391
	Iteration 6F: 3 clusters Score -2443986 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2444535.750000 Penalty: 4937.650391
	Iteration 7Q: 3 clusters Score -2444536 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2444917.500000 Penalty: 4937.650391
	Iteration 8Q: 3 clusters Score -2444918 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2445257.250000 Penalty: 4937.650391
	Iteration 9Q: 3 clusters Score -2445257 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2445539.250000 Penalty: 4937.650391
	Iteration 10Q: 3 clusters Score -2445539 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2445795.500000 Penalty: 4937.650391
	Iteration 11Q: 3 clusters Score -2445796 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2446054.750000 Penalty: 4937.650391
	Iteration 12Q: 3 clusters Score -2446055 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2446361.250000 Penalty: 4937.650391
	Iteration 13Q: 3 clusters Score -2446361 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2446688.750000 Penalty: 4937.650391
	Iteration 14Q: 3 clusters Score -2446689 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2446952.250000 Penalty: 4937.650391
	Iteration 15Q: 3 clusters Score -2446952 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2447140.250000 Penalty: 4937.650391
	Iteration 16Q: 3 clusters Score -2447140 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2447264.250000 Penalty: 4937.650391
	Iteration 17Q: 3 clusters Score -2447264 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2447339.250000 Penalty: 4937.650391
	Iteration 18Q: 3 clusters Score -2447339 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2447364.000000 Penalty: 4937.650391
	Iteration 19Q: 3 clusters Score -2447364 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2447390.250000 Penalty: 4937.650391
	Iteration 20F: 3 clusters Score -2447390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2447408.000000 Penalty: 4937.650391
	Iteration 21Q: 3 clusters Score -2447408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2447412.000000 Penalty: 4937.650391
	Iteration 22Q: 3 clusters Score -2447412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2447417.750000 Penalty: 4937.650391
	Iteration 23Q: 3 clusters Score -2447418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2447421.000000 Penalty: 4937.650391
	Iteration 24Q: 3 clusters Score -2447421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2447419.500000 Penalty: 4937.650391
	Iteration 25Q: 3 clusters Score -2447420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2447418.500000 Penalty: 4937.650391
	Iteration 26Q: 3 clusters Score -2447418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2447423.250000 Penalty: 4937.650391
	Iteration 27Q: 3 clusters Score -2447423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2447426.000000 Penalty: 4937.650391
	Iteration 28Q: 3 clusters Score -2447426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2447424.000000 Penalty: 4937.650391
	Iteration 29Q: 3 clusters Score -2447424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2447425.000000 Penalty: 4937.650391
	Iteration 30Q: 3 clusters Score -2447425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2447423.000000 Penalty: 4937.650391
	Iteration 31Q: 3 clusters Score -2447423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2447426.250000 Penalty: 4937.650391
	Iteration 32Q: 3 clusters Score -2447426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2447428.250000 Penalty: 4937.650391
	Iteration 33Q: 3 clusters Score -2447428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2447428.750000 Penalty: 4937.650391
	Iteration 34Q: 3 clusters Score -2447429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2447426.250000 Penalty: 4937.650391
	Iteration 35Q: 3 clusters Score -2447426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2447432.750000 Penalty: 4937.650391
	Iteration 36Q: 3 clusters Score -2447433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2447429.750000 Penalty: 4937.650391
	Iteration 37Q: 3 clusters Score -2447430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2447428.750000 Penalty: 4937.650391
	Iteration 38Q: 3 clusters Score -2447429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2447426.250000 Penalty: 4937.650391
	Iteration 39Q: 3 clusters Score -2447426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2447424.000000 Penalty: 4937.650391
	Iteration 40F: 3 clusters Score -2447424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2447426.750000 Penalty: 4937.650391
	Iteration 41Q: 3 clusters Score -2447427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2447426.750000 Penalty: 4937.650391
	Iteration 42F: 3 clusters Score -2447427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -264005.906250 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -264005.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -261676.687500 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -261676.7 nChanged 743
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: -263950.343750 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -263950.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -265507.562500 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -265507.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -266325.656250 Penalty: 3783.986084
	Iteration 3F: 3 clusters Score -266325.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -266540.125000 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -266540.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -266650.468750 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -266650.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -266743.968750 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -266744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -266855.968750 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -266856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -266968.531250 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -266968.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -267073.718750 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -267073.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -267103.750000 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -267103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -267106.125000 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -267106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -267110.156250 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -267110.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -267111.906250 Penalty: 3783.986084
	Iteration 13F: 3 clusters Score -267111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -267126.000000 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -267126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -267131.125000 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -267131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -267131.125000 Penalty: 3783.986084
	Iteration 16F: 3 clusters Score -267131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 1310 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 11386 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 747 members 
Entering Unmasked Estep 
Score: -133642504.000000 Penalty: 169878.718750
Splitting cluster 22 changes total score from -133610344.000000 to -133642504.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 23 (45050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Entering Unmasked Estep 
Score: -5280569.500000 Penalty: 2657.451172
	Iteration 0F: 2 clusters Score -5280570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -5250134.500000 Penalty: 5314.902344
	Iteration 0F: 3 clusters Score -5250134 nChanged 20817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5261685.500000 Penalty: 5314.902344
	Iteration 1F: 3 clusters Score -5261686 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -5262187.500000 Penalty: 5314.902344
	Iteration 2Q: 3 clusters Score -5262188 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5262687.500000 Penalty: 5314.902344
	Iteration 3Q: 3 clusters Score -5262688 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -5263205.500000 Penalty: 5314.902344
	Iteration 4Q: 3 clusters Score -5263206 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -5263801.500000 Penalty: 5314.902344
	Iteration 5Q: 3 clusters Score -5263802 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -5264562.500000 Penalty: 5314.902344
	Iteration 6Q: 3 clusters Score -5264562 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -5265525.000000 Penalty: 5314.902344
	Iteration 7Q: 3 clusters Score -5265525 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -5266835.500000 Penalty: 5314.902344
	Iteration 8Q: 3 clusters Score -5266836 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -5268679.500000 Penalty: 5314.902344
	Iteration 9F: 3 clusters Score -5268680 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -5270791.500000 Penalty: 5314.902344
	Iteration 10F: 3 clusters Score -5270792 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -5272542.000000 Penalty: 5314.902344
	Iteration 11F: 3 clusters Score -5272542 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -5273666.000000 Penalty: 5314.902344
	Iteration 12Q: 3 clusters Score -5273666 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -5274247.000000 Penalty: 5314.902344
	Iteration 13Q: 3 clusters Score -5274247 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -5274641.500000 Penalty: 5314.902344
	Iteration 14Q: 3 clusters Score -5274642 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -5274936.000000 Penalty: 5314.902344
	Iteration 15Q: 3 clusters Score -5274936 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -5275186.000000 Penalty: 5314.902344
	Iteration 16Q: 3 clusters Score -5275186 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -5275429.500000 Penalty: 5314.902344
	Iteration 17Q: 3 clusters Score -5275430 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -5275620.000000 Penalty: 5314.902344
	Iteration 18Q: 3 clusters Score -5275620 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -5275858.000000 Penalty: 5314.902344
	Iteration 19Q: 3 clusters Score -5275858 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -5276115.000000 Penalty: 5314.902344
	Iteration 20F: 3 clusters Score -5276115 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -5276357.500000 Penalty: 5314.902344
	Iteration 21Q: 3 clusters Score -5276358 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -5276619.500000 Penalty: 5314.902344
	Iteration 22Q: 3 clusters Score -5276620 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -5276923.500000 Penalty: 5314.902344
	Iteration 23Q: 3 clusters Score -5276924 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -5277201.000000 Penalty: 5314.902344
	Iteration 24Q: 3 clusters Score -5277201 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -5277361.000000 Penalty: 5314.902344
	Iteration 25Q: 3 clusters Score -5277361 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -5277536.500000 Penalty: 5314.902344
	Iteration 26Q: 3 clusters Score -5277536 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -5277667.000000 Penalty: 5314.902344
	Iteration 27Q: 3 clusters Score -5277667 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -5277761.500000 Penalty: 5314.902344
	Iteration 28Q: 3 clusters Score -5277762 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -5277819.500000 Penalty: 5314.902344
	Iteration 29Q: 3 clusters Score -5277820 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -5277897.500000 Penalty: 5314.902344
	Iteration 30Q: 3 clusters Score -5277898 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5277962.500000 Penalty: 5314.902344
	Iteration 31Q: 3 clusters Score -5277962 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -5278012.500000 Penalty: 5314.902344
	Iteration 32Q: 3 clusters Score -5278012 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -5278062.000000 Penalty: 5314.902344
	Iteration 33Q: 3 clusters Score -5278062 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -5278125.500000 Penalty: 5314.902344
	Iteration 34Q: 3 clusters Score -5278126 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -5278165.000000 Penalty: 5314.902344
	Iteration 35Q: 3 clusters Score -5278165 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -5278198.500000 Penalty: 5314.902344
	Iteration 36Q: 3 clusters Score -5278198 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -5278221.500000 Penalty: 5314.902344
	Iteration 37Q: 3 clusters Score -5278222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -5278255.000000 Penalty: 5314.902344
	Iteration 38Q: 3 clusters Score -5278255 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5278298.500000 Penalty: 5314.902344
	Iteration 39Q: 3 clusters Score -5278298 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -5278313.000000 Penalty: 5314.902344
	Iteration 40F: 3 clusters Score -5278313 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -5278339.500000 Penalty: 5314.902344
	Iteration 41Q: 3 clusters Score -5278340 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -5278366.000000 Penalty: 5314.902344
	Iteration 42Q: 3 clusters Score -5278366 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5278389.000000 Penalty: 5314.902344
	Iteration 43Q: 3 clusters Score -5278389 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -5278410.500000 Penalty: 5314.902344
	Iteration 44Q: 3 clusters Score -5278410 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -5278459.500000 Penalty: 5314.902344
	Iteration 45Q: 3 clusters Score -5278460 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -5278500.500000 Penalty: 5314.902344
	Iteration 46Q: 3 clusters Score -5278500 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -5278543.500000 Penalty: 5314.902344
	Iteration 47Q: 3 clusters Score -5278544 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -5278600.000000 Penalty: 5314.902344
	Iteration 48Q: 3 clusters Score -5278600 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -5278661.500000 Penalty: 5314.902344
	Iteration 49Q: 3 clusters Score -5278662 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5278727.000000 Penalty: 5314.902344
	Iteration 50Q: 3 clusters Score -5278727 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5278769.500000 Penalty: 5314.902344
	Iteration 51Q: 3 clusters Score -5278770 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5278869.000000 Penalty: 5314.902344
	Iteration 52Q: 3 clusters Score -5278869 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5278937.500000 Penalty: 5314.902344
	Iteration 53Q: 3 clusters Score -5278938 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -5279034.000000 Penalty: 5314.902344
	Iteration 54Q: 3 clusters Score -5279034 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5279109.000000 Penalty: 5314.902344
	Iteration 55Q: 3 clusters Score -5279109 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -5279175.500000 Penalty: 5314.902344
	Iteration 56Q: 3 clusters Score -5279176 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5279217.000000 Penalty: 5314.902344
	Iteration 57Q: 3 clusters Score -5279217 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -5279263.000000 Penalty: 5314.902344
	Iteration 58Q: 3 clusters Score -5279263 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5279281.000000 Penalty: 5314.902344
	Iteration 59Q: 3 clusters Score -5279281 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -5279316.500000 Penalty: 5314.902344
	Iteration 60F: 3 clusters Score -5279316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -5279348.000000 Penalty: 5314.902344
	Iteration 61Q: 3 clusters Score -5279348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -5279364.500000 Penalty: 5314.902344
	Iteration 62Q: 3 clusters Score -5279364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5279379.500000 Penalty: 5314.902344
	Iteration 63Q: 3 clusters Score -5279380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5279408.000000 Penalty: 5314.902344
	Iteration 64Q: 3 clusters Score -5279408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5279406.000000 Penalty: 5314.902344
	Iteration 65Q: 3 clusters Score -5279406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -5279420.500000 Penalty: 5314.902344
	Iteration 66Q: 3 clusters Score -5279420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -5279438.000000 Penalty: 5314.902344
	Iteration 67Q: 3 clusters Score -5279438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5279444.500000 Penalty: 5314.902344
	Iteration 68Q: 3 clusters Score -5279444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5279454.500000 Penalty: 5314.902344
	Iteration 69Q: 3 clusters Score -5279454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5279472.000000 Penalty: 5314.902344
	Iteration 70Q: 3 clusters Score -5279472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -5279476.500000 Penalty: 5314.902344
	Iteration 71Q: 3 clusters Score -5279476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5279485.000000 Penalty: 5314.902344
	Iteration 72Q: 3 clusters Score -5279485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -5279485.500000 Penalty: 5314.902344
	Iteration 73Q: 3 clusters Score -5279486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -5279490.000000 Penalty: 5314.902344
	Iteration 74Q: 3 clusters Score -5279490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -5279492.000000 Penalty: 5314.902344
	Iteration 75Q: 3 clusters Score -5279492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -5279494.500000 Penalty: 5314.902344
	Iteration 76Q: 3 clusters Score -5279494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -5279505.000000 Penalty: 5314.902344
	Iteration 77Q: 3 clusters Score -5279505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -5279504.000000 Penalty: 5314.902344
	Iteration 78Q: 3 clusters Score -5279504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5279508.500000 Penalty: 5314.902344
	Iteration 79Q: 3 clusters Score -5279508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5279505.500000 Penalty: 5314.902344
	Iteration 80F: 3 clusters Score -5279506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5279502.000000 Penalty: 5314.902344
	Iteration 81Q: 3 clusters Score -5279502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -5279519.000000 Penalty: 5314.902344
	Iteration 82Q: 3 clusters Score -5279519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -5279526.000000 Penalty: 5314.902344
	Iteration 83Q: 3 clusters Score -5279526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5279530.000000 Penalty: 5314.902344
	Iteration 84Q: 3 clusters Score -5279530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5279521.000000 Penalty: 5314.902344
	Iteration 85Q: 3 clusters Score -5279521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -5279521.500000 Penalty: 5314.902344
	Iteration 86Q: 3 clusters Score -5279522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5279523.000000 Penalty: 5314.902344
	Iteration 87Q: 3 clusters Score -5279523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -5279517.500000 Penalty: 5314.902344
	Iteration 88Q: 3 clusters Score -5279518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5279520.500000 Penalty: 5314.902344
	Iteration 89Q: 3 clusters Score -5279520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -5279519.500000 Penalty: 5314.902344
	Iteration 90Q: 3 clusters Score -5279520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -5279524.500000 Penalty: 5314.902344
	Iteration 91Q: 3 clusters Score -5279524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -5279518.500000 Penalty: 5314.902344
	Iteration 92Q: 3 clusters Score -5279518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -5279518.000000 Penalty: 5314.902344
	Iteration 93Q: 3 clusters Score -5279518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5279521.500000 Penalty: 5314.902344
	Iteration 94Q: 3 clusters Score -5279522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -5279526.000000 Penalty: 5314.902344
	Iteration 95Q: 3 clusters Score -5279526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -5279523.500000 Penalty: 5314.902344
	Iteration 96Q: 3 clusters Score -5279524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -5279527.500000 Penalty: 5314.902344
	Iteration 97Q: 3 clusters Score -5279528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -5279530.000000 Penalty: 5314.902344
	Iteration 98Q: 3 clusters Score -5279530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5279531.000000 Penalty: 5314.902344
	Iteration 99Q: 3 clusters Score -5279531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -5279529.000000 Penalty: 5314.902344
	Iteration 100F: 3 clusters Score -5279529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5279528.500000 Penalty: 5314.902344
	Iteration 101Q: 3 clusters Score -5279528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -5279523.500000 Penalty: 5314.902344
	Iteration 102Q: 3 clusters Score -5279524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -5279523.500000 Penalty: 5314.902344
	Iteration 103F: 3 clusters Score -5279524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Entering Unmasked Estep 
Score: -1208646.375000 Penalty: 2300.131348
	Iteration 0F: 2 clusters Score -1208646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1200549.000000 Penalty: 4600.262695
	Iteration 0F: 3 clusters Score -1200549 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1203246.000000 Penalty: 4600.262695
	Iteration 1F: 3 clusters Score -1203246 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1204229.250000 Penalty: 4600.262695
	Iteration 2F: 3 clusters Score -1204229 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1206160.375000 Penalty: 4600.262695
	Iteration 3F: 3 clusters Score -1206160 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1209333.125000 Penalty: 4600.262695
	Iteration 4F: 3 clusters Score -1209333 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1212818.250000 Penalty: 4600.262695
	Iteration 5F: 3 clusters Score -1212818 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1215521.500000 Penalty: 4600.262695
	Iteration 6F: 3 clusters Score -1215522 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1215990.750000 Penalty: 4600.262695
	Iteration 7Q: 3 clusters Score -1215991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1216013.625000 Penalty: 4600.262695
	Iteration 8Q: 3 clusters Score -1216014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1216018.875000 Penalty: 4600.262695
	Iteration 9Q: 3 clusters Score -1216019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1216017.750000 Penalty: 4600.262695
	Iteration 10Q: 3 clusters Score -1216018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1216017.750000 Penalty: 4600.262695
	Iteration 11F: 3 clusters Score -1216018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 1310 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 34304 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 11386 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 747 members 
Mstep: Class 50 contains 5031 members 
Entering Unmasked Estep 
Score: -133648864.000000 Penalty: 173345.625000
Splitting cluster 24 changes total score from -133610344.000000 to -133648864.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 25 (11795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Entering Unmasked Estep 
Score: -1359075.000000 Penalty: 2325.106934
	Iteration 0F: 2 clusters Score -1359075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1350327.250000 Penalty: 4650.213867
	Iteration 0F: 3 clusters Score -1350327 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1353268.500000 Penalty: 4650.213867
	Iteration 1F: 3 clusters Score -1353268 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1353869.125000 Penalty: 4650.213867
	Iteration 2F: 3 clusters Score -1353869 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1354417.750000 Penalty: 4650.213867
	Iteration 3F: 3 clusters Score -1354418 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1354995.875000 Penalty: 4650.213867
	Iteration 4F: 3 clusters Score -1354996 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1355586.750000 Penalty: 4650.213867
	Iteration 5F: 3 clusters Score -1355587 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1356209.375000 Penalty: 4650.213867
	Iteration 6F: 3 clusters Score -1356209 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1356792.375000 Penalty: 4650.213867
	Iteration 7Q: 3 clusters Score -1356792 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1357248.625000 Penalty: 4650.213867
	Iteration 8Q: 3 clusters Score -1357249 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1357610.375000 Penalty: 4650.213867
	Iteration 9Q: 3 clusters Score -1357610 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1357850.000000 Penalty: 4650.213867
	Iteration 10Q: 3 clusters Score -1357850 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1358013.250000 Penalty: 4650.213867
	Iteration 11Q: 3 clusters Score -1358013 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1358096.000000 Penalty: 4650.213867
	Iteration 12Q: 3 clusters Score -1358096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1358142.625000 Penalty: 4650.213867
	Iteration 13Q: 3 clusters Score -1358143 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1358183.000000 Penalty: 4650.213867
	Iteration 14Q: 3 clusters Score -1358183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1358210.000000 Penalty: 4650.213867
	Iteration 15Q: 3 clusters Score -1358210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1358229.000000 Penalty: 4650.213867
	Iteration 16Q: 3 clusters Score -1358229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1358236.750000 Penalty: 4650.213867
	Iteration 17Q: 3 clusters Score -1358237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1358247.625000 Penalty: 4650.213867
	Iteration 18Q: 3 clusters Score -1358248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1358250.875000 Penalty: 4650.213867
	Iteration 19Q: 3 clusters Score -1358251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1358258.500000 Penalty: 4650.213867
	Iteration 20F: 3 clusters Score -1358258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1358267.500000 Penalty: 4650.213867
	Iteration 21Q: 3 clusters Score -1358268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1358272.125000 Penalty: 4650.213867
	Iteration 22Q: 3 clusters Score -1358272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1358275.375000 Penalty: 4650.213867
	Iteration 23Q: 3 clusters Score -1358275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1358280.375000 Penalty: 4650.213867
	Iteration 24Q: 3 clusters Score -1358280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1358282.250000 Penalty: 4650.213867
	Iteration 25Q: 3 clusters Score -1358282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1358284.125000 Penalty: 4650.213867
	Iteration 26Q: 3 clusters Score -1358284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1358284.125000 Penalty: 4650.213867
	Iteration 27Q: 3 clusters Score -1358284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1358291.500000 Penalty: 4650.213867
	Iteration 28Q: 3 clusters Score -1358292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1358294.125000 Penalty: 4650.213867
	Iteration 29Q: 3 clusters Score -1358294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1358298.000000 Penalty: 4650.213867
	Iteration 30Q: 3 clusters Score -1358298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1358300.750000 Penalty: 4650.213867
	Iteration 31Q: 3 clusters Score -1358301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1358304.125000 Penalty: 4650.213867
	Iteration 32Q: 3 clusters Score -1358304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1358310.000000 Penalty: 4650.213867
	Iteration 33Q: 3 clusters Score -1358310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1358313.250000 Penalty: 4650.213867
	Iteration 34Q: 3 clusters Score -1358313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1358313.500000 Penalty: 4650.213867
	Iteration 35Q: 3 clusters Score -1358314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1358312.750000 Penalty: 4650.213867
	Iteration 36Q: 3 clusters Score -1358313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1358314.250000 Penalty: 4650.213867
	Iteration 37Q: 3 clusters Score -1358314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1358315.750000 Penalty: 4650.213867
	Iteration 38Q: 3 clusters Score -1358316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1358316.500000 Penalty: 4650.213867
	Iteration 39Q: 3 clusters Score -1358316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1358317.250000 Penalty: 4650.213867
	Iteration 40F: 3 clusters Score -1358317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1358316.125000 Penalty: 4650.213867
	Iteration 41Q: 3 clusters Score -1358316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1358316.125000 Penalty: 4650.213867
	Iteration 42F: 3 clusters Score -1358316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (55033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Entering Unmasked Estep 
Score: -5896164.000000 Penalty: 2707.090820
	Iteration 0F: 2 clusters Score -5896164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5859224.000000 Penalty: 5414.181641
	Iteration 0F: 3 clusters Score -5859224 nChanged 25532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -5873895.500000 Penalty: 5414.181641
	Iteration 1F: 3 clusters Score -5873896 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -5875353.500000 Penalty: 5414.181641
	Iteration 2F: 3 clusters Score -5875354 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -5877289.000000 Penalty: 5414.181641
	Iteration 3F: 3 clusters Score -5877289 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -5879574.500000 Penalty: 5414.181641
	Iteration 4F: 3 clusters Score -5879574 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5881785.500000 Penalty: 5414.181641
	Iteration 5F: 3 clusters Score -5881786 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -5883774.000000 Penalty: 5414.181641
	Iteration 6F: 3 clusters Score -5883774 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -5885520.500000 Penalty: 5414.181641
	Iteration 7F: 3 clusters Score -5885520 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -5887062.500000 Penalty: 5414.181641
	Iteration 8F: 3 clusters Score -5887062 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5888175.500000 Penalty: 5414.181641
	Iteration 9Q: 3 clusters Score -5888176 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5888894.000000 Penalty: 5414.181641
	Iteration 10Q: 3 clusters Score -5888894 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5889359.500000 Penalty: 5414.181641
	Iteration 11Q: 3 clusters Score -5889360 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5889683.500000 Penalty: 5414.181641
	Iteration 12Q: 3 clusters Score -5889684 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5889901.500000 Penalty: 5414.181641
	Iteration 13Q: 3 clusters Score -5889902 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -5890052.500000 Penalty: 5414.181641
	Iteration 14Q: 3 clusters Score -5890052 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5890196.500000 Penalty: 5414.181641
	Iteration 15Q: 3 clusters Score -5890196 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5890326.500000 Penalty: 5414.181641
	Iteration 16Q: 3 clusters Score -5890326 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -5890445.500000 Penalty: 5414.181641
	Iteration 17Q: 3 clusters Score -5890446 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5890567.500000 Penalty: 5414.181641
	Iteration 18Q: 3 clusters Score -5890568 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -5890696.500000 Penalty: 5414.181641
	Iteration 19Q: 3 clusters Score -5890696 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -5890858.000000 Penalty: 5414.181641
	Iteration 20F: 3 clusters Score -5890858 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -5890977.000000 Penalty: 5414.181641
	Iteration 21Q: 3 clusters Score -5890977 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5891118.000000 Penalty: 5414.181641
	Iteration 22Q: 3 clusters Score -5891118 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -5891302.500000 Penalty: 5414.181641
	Iteration 23Q: 3 clusters Score -5891302 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5891465.500000 Penalty: 5414.181641
	Iteration 24Q: 3 clusters Score -5891466 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -5891607.500000 Penalty: 5414.181641
	Iteration 25Q: 3 clusters Score -5891608 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -5891750.000000 Penalty: 5414.181641
	Iteration 26Q: 3 clusters Score -5891750 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -5891896.000000 Penalty: 5414.181641
	Iteration 27Q: 3 clusters Score -5891896 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -5892014.000000 Penalty: 5414.181641
	Iteration 28Q: 3 clusters Score -5892014 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -5892151.000000 Penalty: 5414.181641
	Iteration 29Q: 3 clusters Score -5892151 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -5892263.500000 Penalty: 5414.181641
	Iteration 30Q: 3 clusters Score -5892264 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -5892381.500000 Penalty: 5414.181641
	Iteration 31Q: 3 clusters Score -5892382 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -5892514.000000 Penalty: 5414.181641
	Iteration 32Q: 3 clusters Score -5892514 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -5892608.000000 Penalty: 5414.181641
	Iteration 33Q: 3 clusters Score -5892608 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5892751.000000 Penalty: 5414.181641
	Iteration 34Q: 3 clusters Score -5892751 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -5892857.000000 Penalty: 5414.181641
	Iteration 35Q: 3 clusters Score -5892857 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -5892944.000000 Penalty: 5414.181641
	Iteration 36Q: 3 clusters Score -5892944 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -5893029.000000 Penalty: 5414.181641
	Iteration 37Q: 3 clusters Score -5893029 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -5893149.000000 Penalty: 5414.181641
	Iteration 38Q: 3 clusters Score -5893149 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -5893249.000000 Penalty: 5414.181641
	Iteration 39Q: 3 clusters Score -5893249 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -5893338.500000 Penalty: 5414.181641
	Iteration 40F: 3 clusters Score -5893338 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5893429 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -5893509.000000 Penalty: 5414.181641
	Iteration 42Q: 3 clusters Score -5893509 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5893577.500000 Penalty: 5414.181641
	Iteration 43Q: 3 clusters Score -5893578 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -5893641.000000 Penalty: 5414.181641
	Iteration 44Q: 3 clusters Score -5893641 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -5893717.500000 Penalty: 5414.181641
	Iteration 45Q: 3 clusters Score -5893718 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -5893765.000000 Penalty: 5414.181641
	Iteration 46Q: 3 clusters Score -5893765 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -5893826.500000 Penalty: 5414.181641
	Iteration 47Q: 3 clusters Score -5893826 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -5893874.000000 Penalty: 5414.181641
	Iteration 48Q: 3 clusters Score -5893874 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -5893923.000000 Penalty: 5414.181641
	Iteration 49Q: 3 clusters Score -5893923 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -5893948.500000 Penalty: 5414.181641
	Iteration 50Q: 3 clusters Score -5893948 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -5893986.000000 Penalty: 5414.181641
	Iteration 51Q: 3 clusters Score -5893986 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -5894023.000000 Penalty: 5414.181641
	Iteration 52Q: 3 clusters Score -5894023 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5894052.000000 Penalty: 5414.181641
	Iteration 53Q: 3 clusters Score -5894052 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -5894107.500000 Penalty: 5414.181641
	Iteration 54Q: 3 clusters Score -5894108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -5894116.000000 Penalty: 5414.181641
	Iteration 55Q: 3 clusters Score -5894116 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -5894155.500000 Penalty: 5414.181641
	Iteration 56Q: 3 clusters Score -5894156 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5894188.500000 Penalty: 5414.181641
	Iteration 57Q: 3 clusters Score -5894188 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -5894209.000000 Penalty: 5414.181641
	Iteration 58Q: 3 clusters Score -5894209 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5894221 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5894228.000000 Penalty: 5414.181641
	Iteration 60F: 3 clusters Score -5894228 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -5894257.500000 Penalty: 5414.181641
	Iteration 61Q: 3 clusters Score -5894258 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -5894265.000000 Penalty: 5414.181641
	Iteration 62Q: 3 clusters Score -5894265 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5894286 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5894294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -5894312.500000 Penalty: 5414.181641
	Iteration 65Q: 3 clusters Score -5894312 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -5894310.500000 Penalty: 5414.181641
	Iteration 66Q: 3 clusters Score -5894310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -5894329.000000 Penalty: 5414.181641
	Iteration 67Q: 3 clusters Score -5894329 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5894347 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5894383.000000 Penalty: 5414.181641
	Iteration 69Q: 3 clusters Score -5894383 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5894388.500000 Penalty: 5414.181641
	Iteration 70Q: 3 clusters Score -5894388 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -5894409.000000 Penalty: 5414.181641
	Iteration 71Q: 3 clusters Score -5894409 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5894424.500000 Penalty: 5414.181641
	Iteration 72Q: 3 clusters Score -5894424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5894442 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5894445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -5894457.500000 Penalty: 5414.181641
	Iteration 75Q: 3 clusters Score -5894458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5894483.000000 Penalty: 5414.181641
	Iteration 76Q: 3 clusters Score -5894483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5894480.500000 Penalty: 5414.181641
	Iteration 77Q: 3 clusters Score -5894480 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5894496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5894516.500000 Penalty: 5414.181641
	Iteration 79Q: 3 clusters Score -5894516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -5894522.500000 Penalty: 5414.181641
	Iteration 80F: 3 clusters Score -5894522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5894531.000000 Penalty: 5414.181641
	Iteration 81Q: 3 clusters Score -5894531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5894540.000000 Penalty: 5414.181641
	Iteration 82Q: 3 clusters Score -5894540 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5894546.000000 Penalty: 5414.181641
	Iteration 83Q: 3 clusters Score -5894546 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -5894562.500000 Penalty: 5414.181641
	Iteration 84Q: 3 clusters Score -5894562 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -5894551.500000 Penalty: 5414.181641
	Iteration 85Q: 3 clusters Score -5894552 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5894568.000000 Penalty: 5414.181641
	Iteration 86Q: 3 clusters Score -5894568 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5894565.500000 Penalty: 5414.181641
	Iteration 87Q: 3 clusters Score -5894566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -5894569.500000 Penalty: 5414.181641
	Iteration 88Q: 3 clusters Score -5894570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5894576.500000 Penalty: 5414.181641
	Iteration 89Q: 3 clusters Score -5894576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -5894586.000000 Penalty: 5414.181641
	Iteration 90Q: 3 clusters Score -5894586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5894589.500000 Penalty: 5414.181641
	Iteration 91Q: 3 clusters Score -5894590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5894595.500000 Penalty: 5414.181641
	Iteration 92Q: 3 clusters Score -5894596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5894591.000000 Penalty: 5414.181641
	Iteration 93Q: 3 clusters Score -5894591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5894594.500000 Penalty: 5414.181641
	Iteration 94Q: 3 clusters Score -5894594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5894595.500000 Penalty: 5414.181641
	Iteration 95Q: 3 clusters Score -5894596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5894614.500000 Penalty: 5414.181641
	Iteration 96Q: 3 clusters Score -5894614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5894622.500000 Penalty: 5414.181641
	Iteration 97Q: 3 clusters Score -5894622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5894612.000000 Penalty: 5414.181641
	Iteration 98Q: 3 clusters Score -5894612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5894622.000000 Penalty: 5414.181641
	Iteration 99Q: 3 clusters Score -5894622 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5894619.000000 Penalty: 5414.181641
	Iteration 100F: 3 clusters Score -5894619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5894621.000000 Penalty: 5414.181641
	Iteration 101Q: 3 clusters Score -5894621 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5894624.500000 Penalty: 5414.181641
	Iteration 102Q: 3 clusters Score -5894624 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5894625.000000 Penalty: 5414.181641
	Iteration 103Q: 3 clusters Score -5894625 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -5894618.500000 Penalty: 5414.181641
	Iteration 104Q: 3 clusters Score -5894618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5894632.500000 Penalty: 5414.181641
	Iteration 105Q: 3 clusters Score -5894632 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5894643.000000 Penalty: 5414.181641
	Iteration 106Q: 3 clusters Score -5894643 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5894634.000000 Penalty: 5414.181641
	Iteration 107Q: 3 clusters Score -5894634 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5894645.000000 Penalty: 5414.181641
	Iteration 108Q: 3 clusters Score -5894645 nChanged 18
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Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5894640 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5894641.000000 Penalty: 5414.181641
	Iteration 110Q: 3 clusters Score -5894641 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5894629.500000 Penalty: 5414.181641
	Iteration 111Q: 3 clusters Score -5894630 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5894642.500000 Penalty: 5414.181641
	Iteration 112Q: 3 clusters Score -5894642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5894636.500000 Penalty: 5414.181641
	Iteration 113Q: 3 clusters Score -5894636 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5894641 nChanged 6
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Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5894636 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5894637.500000 Penalty: 5414.181641
	Iteration 116Q: 3 clusters Score -5894638 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5894637.500000 Penalty: 5414.181641
	Iteration 117Q: 3 clusters Score -5894638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5894640.500000 Penalty: 5414.181641
	Iteration 118Q: 3 clusters Score -5894640 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5894647.500000 Penalty: 5414.181641
	Iteration 119Q: 3 clusters Score -5894648 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5894649 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5894649 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5894651 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52149 members 
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Entering Unmasked Estep 
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	Iteration 123F: 3 clusters Score -5894651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (34304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Entering Unmasked Estep 
Score: -3982404.000000 Penalty: 2589.868164
	Iteration 0F: 2 clusters Score -3982404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -3959178.250000 Penalty: 5179.736328
	Iteration 0F: 3 clusters Score -3959178 nChanged 15611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3967804.000000 Penalty: 5179.736328
	Iteration 1F: 3 clusters Score -3967804 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3968687.500000 Penalty: 5179.736328
	Iteration 2F: 3 clusters Score -3968688 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3969800.250000 Penalty: 5179.736328
	Iteration 3F: 3 clusters Score -3969800 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3971120.500000 Penalty: 5179.736328
	Iteration 4F: 3 clusters Score -3971120 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3972611.000000 Penalty: 5179.736328
	Iteration 5F: 3 clusters Score -3972611 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3974174.250000 Penalty: 5179.736328
	Iteration 6F: 3 clusters Score -3974174 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3975561.500000 Penalty: 5179.736328
	Iteration 7F: 3 clusters Score -3975562 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3976776.500000 Penalty: 5179.736328
	Iteration 8F: 3 clusters Score -3976776 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3977905.250000 Penalty: 5179.736328
	Iteration 9Q: 3 clusters Score -3977905 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3978926.000000 Penalty: 5179.736328
	Iteration 10Q: 3 clusters Score -3978926 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3979675.250000 Penalty: 5179.736328
	Iteration 11Q: 3 clusters Score -3979675 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3980353.250000 Penalty: 5179.736328
	Iteration 12Q: 3 clusters Score -3980353 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3981007.500000 Penalty: 5179.736328
	Iteration 13Q: 3 clusters Score -3981008 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3981570.000000 Penalty: 5179.736328
	Iteration 14Q: 3 clusters Score -3981570 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3982025.000000 Penalty: 5179.736328
	Iteration 15Q: 3 clusters Score -3982025 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3982337.500000 Penalty: 5179.736328
	Iteration 16Q: 3 clusters Score -3982338 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3982539.500000 Penalty: 5179.736328
	Iteration 17Q: 3 clusters Score -3982540 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3982663.750000 Penalty: 5179.736328
	Iteration 18Q: 3 clusters Score -3982664 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3982764.250000 Penalty: 5179.736328
	Iteration 19Q: 3 clusters Score -3982764 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3982846.750000 Penalty: 5179.736328
	Iteration 20F: 3 clusters Score -3982847 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3982881.250000 Penalty: 5179.736328
	Iteration 21Q: 3 clusters Score -3982881 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3982919.500000 Penalty: 5179.736328
	Iteration 22Q: 3 clusters Score -3982920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3982945.000000 Penalty: 5179.736328
	Iteration 23Q: 3 clusters Score -3982945 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3982978.500000 Penalty: 5179.736328
	Iteration 24Q: 3 clusters Score -3982978 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3982989.250000 Penalty: 5179.736328
	Iteration 25Q: 3 clusters Score -3982989 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3983002.500000 Penalty: 5179.736328
	Iteration 26Q: 3 clusters Score -3983002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3983015.000000 Penalty: 5179.736328
	Iteration 27Q: 3 clusters Score -3983015 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3983030.750000 Penalty: 5179.736328
	Iteration 28Q: 3 clusters Score -3983031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3983017.500000 Penalty: 5179.736328
	Iteration 29Q: 3 clusters Score -3983018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3983025.500000 Penalty: 5179.736328
	Iteration 30Q: 3 clusters Score -3983026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3983030.500000 Penalty: 5179.736328
	Iteration 31Q: 3 clusters Score -3983030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3983036.000000 Penalty: 5179.736328
	Iteration 32Q: 3 clusters Score -3983036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3983039.250000 Penalty: 5179.736328
	Iteration 33Q: 3 clusters Score -3983039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3983040.750000 Penalty: 5179.736328
	Iteration 34Q: 3 clusters Score -3983041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3983053.750000 Penalty: 5179.736328
	Iteration 35Q: 3 clusters Score -3983054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3983055.750000 Penalty: 5179.736328
	Iteration 36Q: 3 clusters Score -3983056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3983066.250000 Penalty: 5179.736328
	Iteration 37Q: 3 clusters Score -3983066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3983071.500000 Penalty: 5179.736328
	Iteration 38Q: 3 clusters Score -3983072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3983072.500000 Penalty: 5179.736328
	Iteration 39Q: 3 clusters Score -3983072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3983070.500000 Penalty: 5179.736328
	Iteration 40F: 3 clusters Score -3983070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3983068.250000 Penalty: 5179.736328
	Iteration 41Q: 3 clusters Score -3983068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3983069.000000 Penalty: 5179.736328
	Iteration 42Q: 3 clusters Score -3983069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3983066.250000 Penalty: 5179.736328
	Iteration 43Q: 3 clusters Score -3983066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3983067.500000 Penalty: 5179.736328
	Iteration 44Q: 3 clusters Score -3983068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3983073.250000 Penalty: 5179.736328
	Iteration 45Q: 3 clusters Score -3983073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3983078.500000 Penalty: 5179.736328
	Iteration 46Q: 3 clusters Score -3983078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3983086.500000 Penalty: 5179.736328
	Iteration 47Q: 3 clusters Score -3983086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3983092.000000 Penalty: 5179.736328
	Iteration 48Q: 3 clusters Score -3983092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3983094.500000 Penalty: 5179.736328
	Iteration 49Q: 3 clusters Score -3983094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3983101.750000 Penalty: 5179.736328
	Iteration 50Q: 3 clusters Score -3983102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3983109.000000 Penalty: 5179.736328
	Iteration 51Q: 3 clusters Score -3983109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3983101.250000 Penalty: 5179.736328
	Iteration 52Q: 3 clusters Score -3983101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3983100.500000 Penalty: 5179.736328
	Iteration 53Q: 3 clusters Score -3983100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3983101.250000 Penalty: 5179.736328
	Iteration 54Q: 3 clusters Score -3983101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3983094.250000 Penalty: 5179.736328
	Iteration 55Q: 3 clusters Score -3983094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3983099.750000 Penalty: 5179.736328
	Iteration 56Q: 3 clusters Score -3983100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3983100.000000 Penalty: 5179.736328
	Iteration 57Q: 3 clusters Score -3983100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3983104.750000 Penalty: 5179.736328
	Iteration 58Q: 3 clusters Score -3983105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3983109.250000 Penalty: 5179.736328
	Iteration 59Q: 3 clusters Score -3983109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3983109.250000 Penalty: 5179.736328
	Iteration 60F: 3 clusters Score -3983109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3983110.000000 Penalty: 5179.736328
	Iteration 61Q: 3 clusters Score -3983110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3983116.750000 Penalty: 5179.736328
	Iteration 62Q: 3 clusters Score -3983117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3983121.250000 Penalty: 5179.736328
	Iteration 63Q: 3 clusters Score -3983121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3983122.250000 Penalty: 5179.736328
	Iteration 64Q: 3 clusters Score -3983122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3983115.750000 Penalty: 5179.736328
	Iteration 65Q: 3 clusters Score -3983116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3983119.250000 Penalty: 5179.736328
	Iteration 66Q: 3 clusters Score -3983119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3983116.750000 Penalty: 5179.736328
	Iteration 67Q: 3 clusters Score -3983117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3983121.750000 Penalty: 5179.736328
	Iteration 68Q: 3 clusters Score -3983122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3983121.750000 Penalty: 5179.736328
	Iteration 69Q: 3 clusters Score -3983122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3983129.250000 Penalty: 5179.736328
	Iteration 70Q: 3 clusters Score -3983129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3983128.000000 Penalty: 5179.736328
	Iteration 71Q: 3 clusters Score -3983128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3983132.000000 Penalty: 5179.736328
	Iteration 72Q: 3 clusters Score -3983132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3983128.750000 Penalty: 5179.736328
	Iteration 73Q: 3 clusters Score -3983129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3983129.250000 Penalty: 5179.736328
	Iteration 74Q: 3 clusters Score -3983129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3983132.250000 Penalty: 5179.736328
	Iteration 75Q: 3 clusters Score -3983132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3983141.000000 Penalty: 5179.736328
	Iteration 76Q: 3 clusters Score -3983141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3983140.250000 Penalty: 5179.736328
	Iteration 77Q: 3 clusters Score -3983140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3983135.250000 Penalty: 5179.736328
	Iteration 78Q: 3 clusters Score -3983135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3983142.000000 Penalty: 5179.736328
	Iteration 79Q: 3 clusters Score -3983142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3983141.750000 Penalty: 5179.736328
	Iteration 80F: 3 clusters Score -3983142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3983139.500000 Penalty: 5179.736328
	Iteration 81Q: 3 clusters Score -3983140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3983135.250000 Penalty: 5179.736328
	Iteration 82Q: 3 clusters Score -3983135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3983139.500000 Penalty: 5179.736328
	Iteration 83Q: 3 clusters Score -3983140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3983138.500000 Penalty: 5179.736328
	Iteration 84Q: 3 clusters Score -3983138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3983135.000000 Penalty: 5179.736328
	Iteration 85Q: 3 clusters Score -3983135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3983133.250000 Penalty: 5179.736328
	Iteration 86Q: 3 clusters Score -3983133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3983138.000000 Penalty: 5179.736328
	Iteration 87Q: 3 clusters Score -3983138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3983141.500000 Penalty: 5179.736328
	Iteration 88Q: 3 clusters Score -3983142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3983147.500000 Penalty: 5179.736328
	Iteration 89Q: 3 clusters Score -3983148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3983146.250000 Penalty: 5179.736328
	Iteration 90Q: 3 clusters Score -3983146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3983146.250000 Penalty: 5179.736328
	Iteration 91F: 3 clusters Score -3983146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 1310 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 26630 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 11386 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 747 members 
Mstep: Class 50 contains 5031 members 
Mstep: Class 51 contains 7674 members 
Entering Unmasked Estep 
Score: -133649112.000000 Penalty: 176812.546875
Splitting cluster 27 changes total score from -133610344.000000 to -133649112.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 28 (71025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Entering Unmasked Estep 
Score: -8462828.000000 Penalty: 2770.355225
	Iteration 0F: 2 clusters Score -8462828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -8415274.000000 Penalty: 5540.710449
	Iteration 0F: 3 clusters Score -8415274 nChanged 33344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -8434206.000000 Penalty: 5540.710449
	Iteration 1F: 3 clusters Score -8434206 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -8435190.000000 Penalty: 5540.710449
	Iteration 2Q: 3 clusters Score -8435190 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -8436328.000000 Penalty: 5540.710449
	Iteration 3Q: 3 clusters Score -8436328 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -8438320.000000 Penalty: 5540.710449
	Iteration 4F: 3 clusters Score -8438320 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -8442108.000000 Penalty: 5540.710449
	Iteration 5F: 3 clusters Score -8442108 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -8448218.000000 Penalty: 5540.710449
	Iteration 6F: 3 clusters Score -8448218 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -8454527.000000 Penalty: 5540.710449
	Iteration 7F: 3 clusters Score -8454527 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -8458444.000000 Penalty: 5540.710449
	Iteration 8F: 3 clusters Score -8458444 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -8460089.000000 Penalty: 5540.710449
	Iteration 9Q: 3 clusters Score -8460089 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -8460815.000000 Penalty: 5540.710449
	Iteration 10Q: 3 clusters Score -8460815 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -8461085.000000 Penalty: 5540.710449
	Iteration 11Q: 3 clusters Score -8461085 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -8461184.000000 Penalty: 5540.710449
	Iteration 12Q: 3 clusters Score -8461184 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -8461241.000000 Penalty: 5540.710449
	Iteration 13Q: 3 clusters Score -8461241 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -8461304.000000 Penalty: 5540.710449
	Iteration 14Q: 3 clusters Score -8461304 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -8461348.000000 Penalty: 5540.710449
	Iteration 15Q: 3 clusters Score -8461348 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -8461359.000000 Penalty: 5540.710449
	Iteration 16Q: 3 clusters Score -8461359 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -8461376.000000 Penalty: 5540.710449
	Iteration 17Q: 3 clusters Score -8461376 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -8461379.000000 Penalty: 5540.710449
	Iteration 18Q: 3 clusters Score -8461379 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -8461377.000000 Penalty: 5540.710449
	Iteration 19Q: 3 clusters Score -8461377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -8461394.000000 Penalty: 5540.710449
	Iteration 20F: 3 clusters Score -8461394 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -8461404.000000 Penalty: 5540.710449
	Iteration 21Q: 3 clusters Score -8461404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -8461400.000000 Penalty: 5540.710449
	Iteration 22Q: 3 clusters Score -8461400 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -8461396.000000 Penalty: 5540.710449
	Iteration 23Q: 3 clusters Score -8461396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -8461409.000000 Penalty: 5540.710449
	Iteration 24Q: 3 clusters Score -8461409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -8461414.000000 Penalty: 5540.710449
	Iteration 25Q: 3 clusters Score -8461414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -8461411.000000 Penalty: 5540.710449
	Iteration 26Q: 3 clusters Score -8461411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -8461413.000000 Penalty: 5540.710449
	Iteration 27Q: 3 clusters Score -8461413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -8461423.000000 Penalty: 5540.710449
	Iteration 28Q: 3 clusters Score -8461423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -8461421.000000 Penalty: 5540.710449
	Iteration 29Q: 3 clusters Score -8461421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -8461444.000000 Penalty: 5540.710449
	Iteration 30Q: 3 clusters Score -8461444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -8461441.000000 Penalty: 5540.710449
	Iteration 31Q: 3 clusters Score -8461441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -8461470.000000 Penalty: 5540.710449
	Iteration 32Q: 3 clusters Score -8461470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -8461457.000000 Penalty: 5540.710449
	Iteration 33Q: 3 clusters Score -8461457 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -8461461.000000 Penalty: 5540.710449
	Iteration 34Q: 3 clusters Score -8461461 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -8461467.000000 Penalty: 5540.710449
	Iteration 35Q: 3 clusters Score -8461467 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -8461455.000000 Penalty: 5540.710449
	Iteration 36Q: 3 clusters Score -8461455 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -8461464.000000 Penalty: 5540.710449
	Iteration 37Q: 3 clusters Score -8461464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -8461473.000000 Penalty: 5540.710449
	Iteration 38Q: 3 clusters Score -8461473 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -8461499.000000 Penalty: 5540.710449
	Iteration 39Q: 3 clusters Score -8461499 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -8461492.000000 Penalty: 5540.710449
	Iteration 40F: 3 clusters Score -8461492 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -8461482.000000 Penalty: 5540.710449
	Iteration 41Q: 3 clusters Score -8461482 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -8461486.000000 Penalty: 5540.710449
	Iteration 42Q: 3 clusters Score -8461486 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -8461526.000000 Penalty: 5540.710449
	Iteration 43Q: 3 clusters Score -8461526 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -8461541.000000 Penalty: 5540.710449
	Iteration 44Q: 3 clusters Score -8461541 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -8461558.000000 Penalty: 5540.710449
	Iteration 45Q: 3 clusters Score -8461558 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -8461561.000000 Penalty: 5540.710449
	Iteration 46Q: 3 clusters Score -8461561 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -8461552.000000 Penalty: 5540.710449
	Iteration 47Q: 3 clusters Score -8461552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -8461543.000000 Penalty: 5540.710449
	Iteration 48Q: 3 clusters Score -8461543 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -8461559.000000 Penalty: 5540.710449
	Iteration 49Q: 3 clusters Score -8461559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -8461565.000000 Penalty: 5540.710449
	Iteration 50Q: 3 clusters Score -8461565 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -8461563.000000 Penalty: 5540.710449
	Iteration 51Q: 3 clusters Score -8461563 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -8461558.000000 Penalty: 5540.710449
	Iteration 52Q: 3 clusters Score -8461558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -8461558.000000 Penalty: 5540.710449
	Iteration 53Q: 3 clusters Score -8461558 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -8461568.000000 Penalty: 5540.710449
	Iteration 54Q: 3 clusters Score -8461568 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -8461600.000000 Penalty: 5540.710449
	Iteration 55Q: 3 clusters Score -8461600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -8461608.000000 Penalty: 5540.710449
	Iteration 56Q: 3 clusters Score -8461608 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -8461605.000000 Penalty: 5540.710449
	Iteration 57Q: 3 clusters Score -8461605 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -8461594.000000 Penalty: 5540.710449
	Iteration 58Q: 3 clusters Score -8461594 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -8461592.000000 Penalty: 5540.710449
	Iteration 59Q: 3 clusters Score -8461592 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -8461632.000000 Penalty: 5540.710449
	Iteration 60F: 3 clusters Score -8461632 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -8461626.000000 Penalty: 5540.710449
	Iteration 61Q: 3 clusters Score -8461626 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -8461658.000000 Penalty: 5540.710449
	Iteration 62Q: 3 clusters Score -8461658 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -8461661.000000 Penalty: 5540.710449
	Iteration 63Q: 3 clusters Score -8461661 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -8461653.000000 Penalty: 5540.710449
	Iteration 64Q: 3 clusters Score -8461653 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -8461662.000000 Penalty: 5540.710449
	Iteration 65Q: 3 clusters Score -8461662 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -8461675.000000 Penalty: 5540.710449
	Iteration 66Q: 3 clusters Score -8461675 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -8461682.000000 Penalty: 5540.710449
	Iteration 67Q: 3 clusters Score -8461682 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -8461684.000000 Penalty: 5540.710449
	Iteration 68Q: 3 clusters Score -8461684 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -8461736.000000 Penalty: 5540.710449
	Iteration 69Q: 3 clusters Score -8461736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -8461749.000000 Penalty: 5540.710449
	Iteration 70Q: 3 clusters Score -8461749 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -8461752.000000 Penalty: 5540.710449
	Iteration 71Q: 3 clusters Score -8461752 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -8461775.000000 Penalty: 5540.710449
	Iteration 72Q: 3 clusters Score -8461775 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -8461768.000000 Penalty: 5540.710449
	Iteration 73Q: 3 clusters Score -8461768 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -8461754.000000 Penalty: 5540.710449
	Iteration 74Q: 3 clusters Score -8461754 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -8461752.000000 Penalty: 5540.710449
	Iteration 75Q: 3 clusters Score -8461752 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -8461762.000000 Penalty: 5540.710449
	Iteration 76Q: 3 clusters Score -8461762 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -8461766.000000 Penalty: 5540.710449
	Iteration 77Q: 3 clusters Score -8461766 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -8461788.000000 Penalty: 5540.710449
	Iteration 78Q: 3 clusters Score -8461788 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -8461809.000000 Penalty: 5540.710449
	Iteration 79Q: 3 clusters Score -8461809 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -8461796.000000 Penalty: 5540.710449
	Iteration 80F: 3 clusters Score -8461796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -8461812.000000 Penalty: 5540.710449
	Iteration 81Q: 3 clusters Score -8461812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -8461817.000000 Penalty: 5540.710449
	Iteration 82Q: 3 clusters Score -8461817 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8461834.000000 Penalty: 5540.710449
	Iteration 83Q: 3 clusters Score -8461834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -8461825.000000 Penalty: 5540.710449
	Iteration 84Q: 3 clusters Score -8461825 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8461802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8461800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -8461822.000000 Penalty: 5540.710449
	Iteration 87Q: 3 clusters Score -8461822 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8461827 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8461849 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8461861.000000 Penalty: 5540.710449
	Iteration 90Q: 3 clusters Score -8461861 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -8461852.000000 Penalty: 5540.710449
	Iteration 91Q: 3 clusters Score -8461852 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -8461865.000000 Penalty: 5540.710449
	Iteration 92Q: 3 clusters Score -8461865 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -8461886.000000 Penalty: 5540.710449
	Iteration 93Q: 3 clusters Score -8461886 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -8461891.000000 Penalty: 5540.710449
	Iteration 94Q: 3 clusters Score -8461891 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -8461907.000000 Penalty: 5540.710449
	Iteration 95Q: 3 clusters Score -8461907 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8461902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -8461917.000000 Penalty: 5540.710449
	Iteration 97Q: 3 clusters Score -8461917 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8461917 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -8461913.000000 Penalty: 5540.710449
	Iteration 99Q: 3 clusters Score -8461913 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -8461919.000000 Penalty: 5540.710449
	Iteration 100F: 3 clusters Score -8461919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -8461936.000000 Penalty: 5540.710449
	Iteration 101Q: 3 clusters Score -8461936 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -8461939.000000 Penalty: 5540.710449
	Iteration 102Q: 3 clusters Score -8461939 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -8461945.000000 Penalty: 5540.710449
	Iteration 103Q: 3 clusters Score -8461945 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -8461954.000000 Penalty: 5540.710449
	Iteration 104Q: 3 clusters Score -8461954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -8461962.000000 Penalty: 5540.710449
	Iteration 105Q: 3 clusters Score -8461962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -8461959.000000 Penalty: 5540.710449
	Iteration 106Q: 3 clusters Score -8461959 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8461963 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8461963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -8461960.000000 Penalty: 5540.710449
	Iteration 109Q: 3 clusters Score -8461960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -8461974.000000 Penalty: 5540.710449
	Iteration 110Q: 3 clusters Score -8461974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -8461968.000000 Penalty: 5540.710449
	Iteration 111Q: 3 clusters Score -8461968 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -8461988.000000 Penalty: 5540.710449
	Iteration 112Q: 3 clusters Score -8461988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -8461979.000000 Penalty: 5540.710449
	Iteration 113Q: 3 clusters Score -8461979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8461977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8461975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8461968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -8461976.000000 Penalty: 5540.710449
	Iteration 117Q: 3 clusters Score -8461976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8461976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -8462008.000000 Penalty: 5540.710449
	Iteration 119Q: 3 clusters Score -8462008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -8462012.000000 Penalty: 5540.710449
	Iteration 120F: 3 clusters Score -8462012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8462011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8462018 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -8462016.000000 Penalty: 5540.710449
	Iteration 123Q: 3 clusters Score -8462016 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8462012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8462008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8462012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8461996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8462016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -8461992.000000 Penalty: 5540.710449
	Iteration 129Q: 3 clusters Score -8461992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -8461987.000000 Penalty: 5540.710449
	Iteration 130Q: 3 clusters Score -8461987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -8461993.000000 Penalty: 5540.710449
	Iteration 131Q: 3 clusters Score -8461993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8461995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8462008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8461997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8462008 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8462003 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8461992 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8461983 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8461996 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8461995 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8462008 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8462007 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8462016 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8462015 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -8462023.000000 Penalty: 5540.710449
	Iteration 145Q: 3 clusters Score -8462023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8462014 nChanged 25
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Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8462014 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8462020 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -8462024.000000 Penalty: 5540.710449
	Iteration 149Q: 3 clusters Score -8462024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8462020 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -8462022.000000 Penalty: 5540.710449
	Iteration 151Q: 3 clusters Score -8462022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -8462028.000000 Penalty: 5540.710449
	Iteration 152Q: 3 clusters Score -8462028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8462007 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8462014 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8462014 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8462015 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -8462025.000000 Penalty: 5540.710449
	Iteration 157Q: 3 clusters Score -8462025 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8462001 nChanged 47
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Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8462007 nChanged 52
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Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8462014 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8461996 nChanged 64
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Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8462009 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -8462023.000000 Penalty: 5540.710449
	Iteration 163Q: 3 clusters Score -8462023 nChanged 53
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Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -8462031.000000 Penalty: 5540.710449
	Iteration 164Q: 3 clusters Score -8462031 nChanged 53
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Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -8462048.000000 Penalty: 5540.710449
	Iteration 165Q: 3 clusters Score -8462048 nChanged 42
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Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -8462041.000000 Penalty: 5540.710449
	Iteration 166Q: 3 clusters Score -8462041 nChanged 48
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Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8462042 nChanged 44
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Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 27645 members 
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	Iteration 168Q: 3 clusters Score -8462042 nChanged 34
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Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -8462058.000000 Penalty: 5540.710449
	Iteration 169Q: 3 clusters Score -8462058 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -8462047.000000 Penalty: 5540.710449
	Iteration 170Q: 3 clusters Score -8462047 nChanged 26
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Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8462047 nChanged 33
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Mstep: Class 1 contains 43262 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8462044 nChanged 41
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Mstep: Class 1 contains 43225 members 
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Entering Unmasked Estep 
Score: -8462035.000000 Penalty: 5540.710449
	Iteration 173Q: 3 clusters Score -8462035 nChanged 48
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Entering Unmasked Estep 
Score: -8462039.000000 Penalty: 5540.710449
	Iteration 174Q: 3 clusters Score -8462039 nChanged 42
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Mstep: Class 1 contains 43135 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8462049 nChanged 53
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8462043 nChanged 71
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8462050 nChanged 75
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Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8462062 nChanged 70
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Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8462060 nChanged 68
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Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -8462065.000000 Penalty: 5540.710449
	Iteration 180F: 3 clusters Score -8462065 nChanged 81
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Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8462059 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8462090 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8462072 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8462081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8462083 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -8462089.000000 Penalty: 5540.710449
	Iteration 186Q: 3 clusters Score -8462089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8462110 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -8462092.000000 Penalty: 5540.710449
	Iteration 188Q: 3 clusters Score -8462092 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8462094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -8462091.000000 Penalty: 5540.710449
	Iteration 190Q: 3 clusters Score -8462091 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8462083 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8462083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8462091 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -8462085.000000 Penalty: 5540.710449
	Iteration 194Q: 3 clusters Score -8462085 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8462100 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8462094 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -8462076.000000 Penalty: 5540.710449
	Iteration 197Q: 3 clusters Score -8462076 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8462095 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8462083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8462083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -8462092.000000 Penalty: 5540.710449
	Iteration 201Q: 3 clusters Score -8462092 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8462091 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8462090 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -8462087.000000 Penalty: 5540.710449
	Iteration 204Q: 3 clusters Score -8462087 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -8462123.000000 Penalty: 5540.710449
	Iteration 205Q: 3 clusters Score -8462123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -8462134.000000 Penalty: 5540.710449
	Iteration 206Q: 3 clusters Score -8462134 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -8462138.000000 Penalty: 5540.710449
	Iteration 207Q: 3 clusters Score -8462138 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8462123 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8462123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -8462108.000000 Penalty: 5540.710449
	Iteration 210Q: 3 clusters Score -8462108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -8462103.000000 Penalty: 5540.710449
	Iteration 211Q: 3 clusters Score -8462103 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40324 members 
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Entering Unmasked Estep 
Score: -8462099.000000 Penalty: 5540.710449
	Iteration 212Q: 3 clusters Score -8462099 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8462099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8462103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -8462105.000000 Penalty: 5540.710449
	Iteration 215Q: 3 clusters Score -8462105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8462110 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -8462125.000000 Penalty: 5540.710449
	Iteration 217Q: 3 clusters Score -8462125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -8462114.000000 Penalty: 5540.710449
	Iteration 218Q: 3 clusters Score -8462114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -8462109.000000 Penalty: 5540.710449
	Iteration 219Q: 3 clusters Score -8462109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8462115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8462113 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8462108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8462109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8462114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -8462104.000000 Penalty: 5540.710449
	Iteration 225Q: 3 clusters Score -8462104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8462114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8462114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -8462127.000000 Penalty: 5540.710449
	Iteration 228Q: 3 clusters Score -8462127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -8462122.000000 Penalty: 5540.710449
	Iteration 229Q: 3 clusters Score -8462122 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -8462103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -8462093.000000 Penalty: 5540.710449
	Iteration 231Q: 3 clusters Score -8462093 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8462093 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39471 members 
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Entering Unmasked Estep 
Score: -8462102.000000 Penalty: 5540.710449
	Iteration 233Q: 3 clusters Score -8462102 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8462103 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -8462111.000000 Penalty: 5540.710449
	Iteration 235Q: 3 clusters Score -8462111 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 31614 members 
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	Iteration 236Q: 3 clusters Score -8462111 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8462108 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8462113 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8462115 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -8462125.000000 Penalty: 5540.710449
	Iteration 240F: 3 clusters Score -8462125 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -8462122.000000 Penalty: 5540.710449
	Iteration 241Q: 3 clusters Score -8462122 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 31691 members 
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	Iteration 242Q: 3 clusters Score -8462115 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 31702 members 
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	Iteration 243Q: 3 clusters Score -8462114 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -8462115 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -8462112.000000 Penalty: 5540.710449
	Iteration 245Q: 3 clusters Score -8462112 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39283 members 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8462113 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39268 members 
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Entering Unmasked Estep 
Score: -8462121.000000 Penalty: 5540.710449
	Iteration 247Q: 3 clusters Score -8462121 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -8462121 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8462119.000000 Penalty: 5540.710449
	Iteration 249Q: 3 clusters Score -8462119 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39193 members 
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Entering Unmasked Estep 
Score: -8462128.000000 Penalty: 5540.710449
	Iteration 250Q: 3 clusters Score -8462128 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -8462141.000000 Penalty: 5540.710449
	Iteration 251Q: 3 clusters Score -8462141 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8462150.000000 Penalty: 5540.710449
	Iteration 252Q: 3 clusters Score -8462150 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8462148.000000 Penalty: 5540.710449
	Iteration 253Q: 3 clusters Score -8462148 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -8462155 nChanged 29
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	Iteration 255Q: 3 clusters Score -8462148 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38989 members 
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	Iteration 256Q: 3 clusters Score -8462149 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -8462147 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8462153.000000 Penalty: 5540.710449
	Iteration 258Q: 3 clusters Score -8462153 nChanged 26
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -8462154 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -8462160.000000 Penalty: 5540.710449
	Iteration 260F: 3 clusters Score -8462160 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -8462161 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -8462164.000000 Penalty: 5540.710449
	Iteration 262Q: 3 clusters Score -8462164 nChanged 24
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -8462163 nChanged 22
Entering Unmasked Mstep 
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	Iteration 264Q: 3 clusters Score -8462163 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -8462175.000000 Penalty: 5540.710449
	Iteration 265Q: 3 clusters Score -8462175 nChanged 21
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -8462174 nChanged 22
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Entering Unmasked Estep 
Score: -8462170.000000 Penalty: 5540.710449
	Iteration 267Q: 3 clusters Score -8462170 nChanged 21
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Entering Unmasked Estep 
Score: -8462178.000000 Penalty: 5540.710449
	Iteration 268Q: 3 clusters Score -8462178 nChanged 22
Entering Unmasked Mstep 
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Score: -8462172.000000 Penalty: 5540.710449
	Iteration 269Q: 3 clusters Score -8462172 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8462190.000000 Penalty: 5540.710449
	Iteration 270Q: 3 clusters Score -8462190 nChanged 16
Entering Unmasked Mstep 
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Score: -8462184.000000 Penalty: 5540.710449
	Iteration 271Q: 3 clusters Score -8462184 nChanged 17
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Entering Unmasked Estep 
Score: -8462176.000000 Penalty: 5540.710449
	Iteration 272Q: 3 clusters Score -8462176 nChanged 15
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -8462177 nChanged 14
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Score: -8462182.000000 Penalty: 5540.710449
	Iteration 274Q: 3 clusters Score -8462182 nChanged 17
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	Iteration 275Q: 3 clusters Score -8462184 nChanged 18
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Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -8462187.000000 Penalty: 5540.710449
	Iteration 276Q: 3 clusters Score -8462187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -8462194.000000 Penalty: 5540.710449
	Iteration 277Q: 3 clusters Score -8462194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -8462193.000000 Penalty: 5540.710449
	Iteration 278Q: 3 clusters Score -8462193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -8462201.000000 Penalty: 5540.710449
	Iteration 279Q: 3 clusters Score -8462201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -8462188.000000 Penalty: 5540.710449
	Iteration 280F: 3 clusters Score -8462188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -8462188.000000 Penalty: 5540.710449
	Iteration 281Q: 3 clusters Score -8462188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -8462206.000000 Penalty: 5540.710449
	Iteration 282Q: 3 clusters Score -8462206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -8462200.000000 Penalty: 5540.710449
	Iteration 283Q: 3 clusters Score -8462200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -8462207.000000 Penalty: 5540.710449
	Iteration 284Q: 3 clusters Score -8462207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -8462196.000000 Penalty: 5540.710449
	Iteration 285Q: 3 clusters Score -8462196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -8462206.000000 Penalty: 5540.710449
	Iteration 286Q: 3 clusters Score -8462206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -8462194.000000 Penalty: 5540.710449
	Iteration 287Q: 3 clusters Score -8462194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -8462183.000000 Penalty: 5540.710449
	Iteration 288Q: 3 clusters Score -8462183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -8462182.000000 Penalty: 5540.710449
	Iteration 289Q: 3 clusters Score -8462182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -8462186.000000 Penalty: 5540.710449
	Iteration 290Q: 3 clusters Score -8462186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -8462197.000000 Penalty: 5540.710449
	Iteration 291Q: 3 clusters Score -8462197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -8462206.000000 Penalty: 5540.710449
	Iteration 292Q: 3 clusters Score -8462206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -8462212.000000 Penalty: 5540.710449
	Iteration 293Q: 3 clusters Score -8462212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -8462203.000000 Penalty: 5540.710449
	Iteration 294Q: 3 clusters Score -8462203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -8462198.000000 Penalty: 5540.710449
	Iteration 295Q: 3 clusters Score -8462198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -8462208.000000 Penalty: 5540.710449
	Iteration 296Q: 3 clusters Score -8462208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -8462223.000000 Penalty: 5540.710449
	Iteration 297Q: 3 clusters Score -8462223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -8462203.000000 Penalty: 5540.710449
	Iteration 298Q: 3 clusters Score -8462203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -8462206.000000 Penalty: 5540.710449
	Iteration 299Q: 3 clusters Score -8462206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -8462198.000000 Penalty: 5540.710449
	Iteration 300F: 3 clusters Score -8462198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -8462206.000000 Penalty: 5540.710449
	Iteration 301Q: 3 clusters Score -8462206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -8462208.000000 Penalty: 5540.710449
	Iteration 302Q: 3 clusters Score -8462208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -8462206.000000 Penalty: 5540.710449
	Iteration 303Q: 3 clusters Score -8462206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -8462212.000000 Penalty: 5540.710449
	Iteration 304Q: 3 clusters Score -8462212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -8462207.000000 Penalty: 5540.710449
	Iteration 305Q: 3 clusters Score -8462207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8462206.000000 Penalty: 5540.710449
	Iteration 306Q: 3 clusters Score -8462206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -8462209.000000 Penalty: 5540.710449
	Iteration 307Q: 3 clusters Score -8462209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -8462202.000000 Penalty: 5540.710449
	Iteration 308Q: 3 clusters Score -8462202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -8462198.000000 Penalty: 5540.710449
	Iteration 309Q: 3 clusters Score -8462198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -8462201.000000 Penalty: 5540.710449
	Iteration 310Q: 3 clusters Score -8462201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -8462189.000000 Penalty: 5540.710449
	Iteration 311Q: 3 clusters Score -8462189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -8462196.000000 Penalty: 5540.710449
	Iteration 312Q: 3 clusters Score -8462196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -8462189.000000 Penalty: 5540.710449
	Iteration 313Q: 3 clusters Score -8462189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -8462190.000000 Penalty: 5540.710449
	Iteration 314Q: 3 clusters Score -8462190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -8462197.000000 Penalty: 5540.710449
	Iteration 315Q: 3 clusters Score -8462197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -8462193.000000 Penalty: 5540.710449
	Iteration 316Q: 3 clusters Score -8462193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -8462193.000000 Penalty: 5540.710449
	Iteration 317F: 3 clusters Score -8462193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -47770.183594 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -47770.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46379.722656 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -46379.72 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47215.078125 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -47215.08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48231.070312 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -48231.07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49706.199219 Penalty: 3254.271240
	Iteration 3F: 3 clusters Score -49706.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -50572.933594 Penalty: 3254.271240
	Iteration 4F: 3 clusters Score -50572.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -51363.980469 Penalty: 3254.271240
	Iteration 5F: 3 clusters Score -51363.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -52039.863281 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -52039.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52357.699219 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -52357.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52524.570312 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -52524.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52567.457031 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -52567.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52567.457031 Penalty: 3254.271240
	Iteration 10F: 3 clusters Score -52567.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 1310 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 26630 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 251 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 11386 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 747 members 
Mstep: Class 50 contains 5031 members 
Mstep: Class 51 contains 7674 members 
Mstep: Class 52 contains 456 members 
Entering Unmasked Estep 
Score: -133652104.000000 Penalty: 180279.453125
Splitting cluster 29 changes total score from -133610344.000000 to -133652104.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 30 (3593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Entering Unmasked Estep 
Score: -491548.031250 Penalty: 2030.312256
	Iteration 0F: 2 clusters Score -491548 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 1786 members 
Entering Unmasked Estep 
Score: -488097.937500 Penalty: 4060.624512
	Iteration 0F: 3 clusters Score -488097.9 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -491639.593750 Penalty: 4060.624512
	Iteration 1F: 3 clusters Score -491639.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -494413.625000 Penalty: 4060.624512
	Iteration 2F: 3 clusters Score -494413.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -495948.625000 Penalty: 4060.624512
	Iteration 3F: 3 clusters Score -495948.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -496889.437500 Penalty: 4060.624512
	Iteration 4F: 3 clusters Score -496889.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -497287.875000 Penalty: 4060.624512
	Iteration 5Q: 3 clusters Score -497287.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -497555.656250 Penalty: 4060.624512
	Iteration 6Q: 3 clusters Score -497555.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -497637.781250 Penalty: 4060.624512
	Iteration 7Q: 3 clusters Score -497637.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -497669.406250 Penalty: 4060.624512
	Iteration 8Q: 3 clusters Score -497669.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -497697.812500 Penalty: 4060.624512
	Iteration 9Q: 3 clusters Score -497697.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -497714.343750 Penalty: 4060.624512
	Iteration 10Q: 3 clusters Score -497714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -497719.406250 Penalty: 4060.624512
	Iteration 11Q: 3 clusters Score -497719.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -497731.312500 Penalty: 4060.624512
	Iteration 12Q: 3 clusters Score -497731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -497741.750000 Penalty: 4060.624512
	Iteration 13Q: 3 clusters Score -497741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -497757.031250 Penalty: 4060.624512
	Iteration 14Q: 3 clusters Score -497757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -497803.593750 Penalty: 4060.624512
	Iteration 15Q: 3 clusters Score -497803.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -497871.593750 Penalty: 4060.624512
	Iteration 16Q: 3 clusters Score -497871.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -497945.406250 Penalty: 4060.624512
	Iteration 17Q: 3 clusters Score -497945.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -498022.562500 Penalty: 4060.624512
	Iteration 18Q: 3 clusters Score -498022.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -498042.218750 Penalty: 4060.624512
	Iteration 19Q: 3 clusters Score -498042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -498074.437500 Penalty: 4060.624512
	Iteration 20F: 3 clusters Score -498074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -498079.875000 Penalty: 4060.624512
	Iteration 21Q: 3 clusters Score -498079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -498096.031250 Penalty: 4060.624512
	Iteration 22Q: 3 clusters Score -498096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -498097.218750 Penalty: 4060.624512
	Iteration 23Q: 3 clusters Score -498097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -498097.218750 Penalty: 4060.624512
	Iteration 24F: 3 clusters Score -498097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 1310 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 26630 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 251 members 
Mstep: Class 30 contains 2642 members 
Mstep: Class 31 contains 41220 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 11386 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 747 members 
Mstep: Class 50 contains 5031 members 
Mstep: Class 51 contains 7674 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 951 members 
Entering Unmasked Estep 
Score: -133656712.000000 Penalty: 183746.375000
Splitting cluster 30 changes total score from -133610344.000000 to -133656712.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 31 (41220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Entering Unmasked Estep 
Score: -4703295.500000 Penalty: 2635.416260
	Iteration 0F: 2 clusters Score -4703296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4675631.500000 Penalty: 5270.832520
	Iteration 0F: 3 clusters Score -4675632 nChanged 18958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -4689989.500000 Penalty: 5270.832520
	Iteration 1F: 3 clusters Score -4689990 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -4696124.000000 Penalty: 5270.832520
	Iteration 2F: 3 clusters Score -4696124 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4702343.500000 Penalty: 5270.832520
	Iteration 3F: 3 clusters Score -4702344 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4705975.000000 Penalty: 5270.832520
	Iteration 4F: 3 clusters Score -4705975 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -4707704.000000 Penalty: 5270.832520
	Iteration 5F: 3 clusters Score -4707704 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -4708812.000000 Penalty: 5270.832520
	Iteration 6Q: 3 clusters Score -4708812 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -4709531.000000 Penalty: 5270.832520
	Iteration 7Q: 3 clusters Score -4709531 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -4709992.500000 Penalty: 5270.832520
	Iteration 8Q: 3 clusters Score -4709992 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -4710227.500000 Penalty: 5270.832520
	Iteration 9Q: 3 clusters Score -4710228 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4710398.000000 Penalty: 5270.832520
	Iteration 10Q: 3 clusters Score -4710398 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -4710502.000000 Penalty: 5270.832520
	Iteration 11Q: 3 clusters Score -4710502 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -4710575.000000 Penalty: 5270.832520
	Iteration 12Q: 3 clusters Score -4710575 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -4710661.000000 Penalty: 5270.832520
	Iteration 13Q: 3 clusters Score -4710661 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -4710699.500000 Penalty: 5270.832520
	Iteration 14Q: 3 clusters Score -4710700 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4710733.000000 Penalty: 5270.832520
	Iteration 15Q: 3 clusters Score -4710733 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -4710791.500000 Penalty: 5270.832520
	Iteration 16Q: 3 clusters Score -4710792 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -4710845.000000 Penalty: 5270.832520
	Iteration 17Q: 3 clusters Score -4710845 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4710859.000000 Penalty: 5270.832520
	Iteration 18Q: 3 clusters Score -4710859 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -4710898.500000 Penalty: 5270.832520
	Iteration 19Q: 3 clusters Score -4710898 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -4710953.000000 Penalty: 5270.832520
	Iteration 20F: 3 clusters Score -4710953 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -4710972.500000 Penalty: 5270.832520
	Iteration 21Q: 3 clusters Score -4710972 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -4710995.000000 Penalty: 5270.832520
	Iteration 22Q: 3 clusters Score -4710995 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4711040.000000 Penalty: 5270.832520
	Iteration 23Q: 3 clusters Score -4711040 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -4711053.500000 Penalty: 5270.832520
	Iteration 24Q: 3 clusters Score -4711054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4711076.500000 Penalty: 5270.832520
	Iteration 25Q: 3 clusters Score -4711076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4711062.500000 Penalty: 5270.832520
	Iteration 26Q: 3 clusters Score -4711062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4711078.000000 Penalty: 5270.832520
	Iteration 27Q: 3 clusters Score -4711078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4711107.500000 Penalty: 5270.832520
	Iteration 28Q: 3 clusters Score -4711108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4711116.000000 Penalty: 5270.832520
	Iteration 29Q: 3 clusters Score -4711116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4711115.500000 Penalty: 5270.832520
	Iteration 30Q: 3 clusters Score -4711116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4711135.000000 Penalty: 5270.832520
	Iteration 31Q: 3 clusters Score -4711135 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4711139.000000 Penalty: 5270.832520
	Iteration 32Q: 3 clusters Score -4711139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4711169.000000 Penalty: 5270.832520
	Iteration 33Q: 3 clusters Score -4711169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4711185.500000 Penalty: 5270.832520
	Iteration 34Q: 3 clusters Score -4711186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4711201.500000 Penalty: 5270.832520
	Iteration 35Q: 3 clusters Score -4711202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -4711194.000000 Penalty: 5270.832520
	Iteration 36Q: 3 clusters Score -4711194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4711193.500000 Penalty: 5270.832520
	Iteration 37Q: 3 clusters Score -4711194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -4711194.000000 Penalty: 5270.832520
	Iteration 38Q: 3 clusters Score -4711194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4711202.000000 Penalty: 5270.832520
	Iteration 39Q: 3 clusters Score -4711202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4711210.500000 Penalty: 5270.832520
	Iteration 40F: 3 clusters Score -4711210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4711205.500000 Penalty: 5270.832520
	Iteration 41Q: 3 clusters Score -4711206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4711201.000000 Penalty: 5270.832520
	Iteration 42Q: 3 clusters Score -4711201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4711207.500000 Penalty: 5270.832520
	Iteration 43Q: 3 clusters Score -4711208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4711205.000000 Penalty: 5270.832520
	Iteration 44Q: 3 clusters Score -4711205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4711204.000000 Penalty: 5270.832520
	Iteration 45Q: 3 clusters Score -4711204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -4711210.000000 Penalty: 5270.832520
	Iteration 46Q: 3 clusters Score -4711210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -4711206.000000 Penalty: 5270.832520
	Iteration 47Q: 3 clusters Score -4711206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4711197.500000 Penalty: 5270.832520
	Iteration 48Q: 3 clusters Score -4711198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4711206.500000 Penalty: 5270.832520
	Iteration 49Q: 3 clusters Score -4711206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -4711204.500000 Penalty: 5270.832520
	Iteration 50Q: 3 clusters Score -4711204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4711217.000000 Penalty: 5270.832520
	Iteration 51Q: 3 clusters Score -4711217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4711223.000000 Penalty: 5270.832520
	Iteration 52Q: 3 clusters Score -4711223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4711220.500000 Penalty: 5270.832520
	Iteration 53Q: 3 clusters Score -4711220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4711220.500000 Penalty: 5270.832520
	Iteration 54Q: 3 clusters Score -4711220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4711222.500000 Penalty: 5270.832520
	Iteration 55Q: 3 clusters Score -4711222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4711231.000000 Penalty: 5270.832520
	Iteration 56Q: 3 clusters Score -4711231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4711233.500000 Penalty: 5270.832520
	Iteration 57Q: 3 clusters Score -4711234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4711230.500000 Penalty: 5270.832520
	Iteration 58Q: 3 clusters Score -4711230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4711231.000000 Penalty: 5270.832520
	Iteration 59Q: 3 clusters Score -4711231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4711232.500000 Penalty: 5270.832520
	Iteration 60F: 3 clusters Score -4711232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4711233.000000 Penalty: 5270.832520
	Iteration 61Q: 3 clusters Score -4711233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4711231.000000 Penalty: 5270.832520
	Iteration 62Q: 3 clusters Score -4711231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4711231.000000 Penalty: 5270.832520
	Iteration 63F: 3 clusters Score -4711231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 1310 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 26630 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 251 members 
Mstep: Class 30 contains 2642 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 19714 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 11386 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 747 members 
Mstep: Class 50 contains 5031 members 
Mstep: Class 51 contains 7674 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 32258 members 
Entering Unmasked Estep 
Score: -133664040.000000 Penalty: 187213.281250
Splitting cluster 31 changes total score from -133610344.000000 to -133664040.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 32 (19714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Entering Unmasked Estep 
Score: -2191550.250000 Penalty: 2452.492676
	Iteration 0F: 2 clusters Score -2191550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2177810.750000 Penalty: 4904.985352
	Iteration 0F: 3 clusters Score -2177811 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2183814.250000 Penalty: 4904.985352
	Iteration 1F: 3 clusters Score -2183814 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2187896.000000 Penalty: 4904.985352
	Iteration 2F: 3 clusters Score -2187896 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2195686.250000 Penalty: 4904.985352
	Iteration 3F: 3 clusters Score -2195686 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2203919.250000 Penalty: 4904.985352
	Iteration 4F: 3 clusters Score -2203919 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2206476.250000 Penalty: 4904.985352
	Iteration 5F: 3 clusters Score -2206476 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2206702.750000 Penalty: 4904.985352
	Iteration 6Q: 3 clusters Score -2206703 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2206721.250000 Penalty: 4904.985352
	Iteration 7Q: 3 clusters Score -2206721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2206735.250000 Penalty: 4904.985352
	Iteration 8Q: 3 clusters Score -2206735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2206738.500000 Penalty: 4904.985352
	Iteration 9Q: 3 clusters Score -2206738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2206741.500000 Penalty: 4904.985352
	Iteration 10Q: 3 clusters Score -2206742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2206741.000000 Penalty: 4904.985352
	Iteration 11Q: 3 clusters Score -2206741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2206739.000000 Penalty: 4904.985352
	Iteration 12Q: 3 clusters Score -2206739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2206739.000000 Penalty: 4904.985352
	Iteration 13F: 3 clusters Score -2206739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 1310 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 26630 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 251 members 
Mstep: Class 30 contains 2642 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 10829 members 
Mstep: Class 33 contains 176232 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 39700 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 5467 members 
Mstep: Class 39 contains 4456 members 
Mstep: Class 40 contains 2772 members 
Mstep: Class 41 contains 7803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 753 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 19817 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 11386 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 747 members 
Mstep: Class 50 contains 5031 members 
Mstep: Class 51 contains 7674 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 32258 members 
Mstep: Class 55 contains 8885 members 
Entering Unmasked Estep 
Score: -133677872.000000 Penalty: 190680.203125
Splitting cluster 32 changes total score from -133610344.000000 to -133677872.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 33 (176232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176232 members 
Entering Unmasked Estep 
Score: -20768856.000000 Penalty: 2995.729980
	Iteration 0F: 2 clusters Score -2.076886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -20651830.000000 Penalty: 5991.459961
	Iteration 0F: 3 clusters Score -2.065183e+07 nChanged 84548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -20701710.000000 Penalty: 5991.459961
	Iteration 1F: 3 clusters Score -2.070171e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -20703916.000000 Penalty: 5991.459961
	Iteration 2Q: 3 clusters Score -2.070392e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108223 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -20707620.000000 Penalty: 5991.459961
	Iteration 3Q: 3 clusters Score -2.070762e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118875 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -20714432.000000 Penalty: 5991.459961
	Iteration 4F: 3 clusters Score -2.071443e+07 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133047 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -20725504.000000 Penalty: 5991.459961
	Iteration 5F: 3 clusters Score -2.07255e+07 nChanged 16030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149067 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -20739872.000000 Penalty: 5991.459961
	Iteration 6F: 3 clusters Score -2.073987e+07 nChanged 13964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163027 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -20753594.000000 Penalty: 5991.459961
	Iteration 7F: 3 clusters Score -2.075359e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171418 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -20761752.000000 Penalty: 5991.459961
	Iteration 8Q: 3 clusters Score -2.076175e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174753 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20764954.000000 Penalty: 5991.459961
	Iteration 9Q: 3 clusters Score -2.076495e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175659 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20765680.000000 Penalty: 5991.459961
	Iteration 10Q: 3 clusters Score -2.076568e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175888 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20765942.000000 Penalty: 5991.459961
	Iteration 11Q: 3 clusters Score -2.076594e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175955 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20766088.000000 Penalty: 5991.459961
	Iteration 12Q: 3 clusters Score -2.076609e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175982 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20766146.000000 Penalty: 5991.459961
	Iteration 13Q: 3 clusters Score -2.076615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175991 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20766166.000000 Penalty: 5991.459961
	Iteration 14Q: 3 clusters Score -2.076617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175992 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20766158.000000 Penalty: 5991.459961
	Iteration 15Q: 3 clusters Score -2.076616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175993 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20766160.000000 Penalty: 5991.459961
	Iteration 16Q: 3 clusters Score -2.076616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175993 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20766160.000000 Penalty: 5991.459961
	Iteration 17F: 3 clusters Score -2.076616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 187589 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 1310 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 55033 members 
Mstep: Class 27 contains 26630 members 
Mstep: Class 28 contains 71025 members 
Mstep: Class 29 contains 251 members 
Mstep: Class 30 contains 2642 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 10829 members 
Mstep: Class 33 contains 176232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133694320.000000 Penalty: 190680.203125
Iteration 79Q: 56 clusters Score -1.336943e+08 nChanged 21449
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 16311 members 
Mstep: Class 3 contains 23271 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 5 contains 9263 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 39468 members 
Mstep: Class 8 contains 9261 members 
Mstep: Class 9 contains 14360 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 5510 members 
Mstep: Class 12 contains 190722 members 
Mstep: Class 13 contains 188078 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 4903 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 18 contains 5376 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 18166 members 
Mstep: Class 21 contains 21437 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 45271 members 
Mstep: Class 24 contains 5791 members 
Mstep: Class 25 contains 12049 members 
Mstep: Class 26 contains 55937 members 
Mstep: Class 27 contains 26990 members 
Mstep: Class 28 contains 71104 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 2678 members 
Mstep: Class 31 contains 8997 members 
Mstep: Class 32 contains 11133 members 
Mstep: Class 33 contains 176210 members 
Mstep: Class 34 contains 8295 members 
Mstep: Class 35 contains 38025 members 
Mstep: Class 36 contains 7037 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 5418 members 
Mstep: Class 39 contains 4122 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 7481 members 
Mstep: Class 42 contains 1456 members 
Mstep: Class 43 contains 683 members 
Mstep: Class 44 contains 7027 members 
Mstep: Class 45 contains 19368 members 
Mstep: Class 46 contains 6315 members 
Mstep: Class 47 contains 11255 members 
Mstep: Class 48 contains 2163 members 
Mstep: Class 49 contains 665 members 
Mstep: Class 50 contains 4955 members 
Mstep: Class 51 contains 7306 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 981 members 
Mstep: Class 54 contains 31067 members 
Mstep: Class 55 contains 8600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133710336.000000 Penalty: 190680.203125
Iteration 80F: 56 clusters Score -1.337103e+08 nChanged 16941
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 16439 members 
Mstep: Class 3 contains 23135 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 9152 members 
Mstep: Class 6 contains 683 members 
Mstep: Class 7 contains 39083 members 
Mstep: Class 8 contains 9308 members 
Mstep: Class 9 contains 14378 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 12 contains 190200 members 
Mstep: Class 13 contains 187873 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 4840 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 5740 members 
Mstep: Class 18 contains 5363 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 18159 members 
Mstep: Class 21 contains 21358 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 44880 members 
Mstep: Class 24 contains 5847 members 
Mstep: Class 25 contains 11985 members 
Mstep: Class 26 contains 55478 members 
Mstep: Class 27 contains 27012 members 
Mstep: Class 28 contains 70205 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 2673 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 10862 members 
Mstep: Class 33 contains 176161 members 
Mstep: Class 34 contains 8311 members 
Mstep: Class 35 contains 38885 members 
Mstep: Class 36 contains 7063 members 
Mstep: Class 37 contains 830 members 
Mstep: Class 38 contains 5429 members 
Mstep: Class 39 contains 4236 members 
Mstep: Class 40 contains 2570 members 
Mstep: Class 41 contains 7877 members 
Mstep: Class 42 contains 1596 members 
Mstep: Class 43 contains 665 members 
Mstep: Class 44 contains 6905 members 
Mstep: Class 45 contains 19274 members 
Mstep: Class 46 contains 6205 members 
Mstep: Class 47 contains 11213 members 
Mstep: Class 48 contains 2346 members 
Mstep: Class 49 contains 655 members 
Mstep: Class 50 contains 4941 members 
Mstep: Class 51 contains 8733 members 
Mstep: Class 52 contains 461 members 
Mstep: Class 53 contains 1004 members 
Mstep: Class 54 contains 31108 members 
Mstep: Class 55 contains 8770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133718264.000000 Penalty: 190680.203125
Iteration 81Q: 56 clusters Score -1.337183e+08 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 16640 members 
Mstep: Class 3 contains 23057 members 
Mstep: Class 4 contains 3697 members 
Mstep: Class 5 contains 9065 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 38757 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 4646 members 
Mstep: Class 11 contains 5492 members 
Mstep: Class 12 contains 189820 members 
Mstep: Class 13 contains 187869 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 4807 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 5777 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 18180 members 
Mstep: Class 21 contains 21348 members 
Mstep: Class 22 contains 1558 members 
Mstep: Class 23 contains 44674 members 
Mstep: Class 24 contains 5875 members 
Mstep: Class 25 contains 11983 members 
Mstep: Class 26 contains 55257 members 
Mstep: Class 27 contains 27069 members 
Mstep: Class 28 contains 69455 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 2664 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 10720 members 
Mstep: Class 33 contains 176146 members 
Mstep: Class 34 contains 8279 members 
Mstep: Class 35 contains 39296 members 
Mstep: Class 36 contains 7032 members 
Mstep: Class 37 contains 851 members 
Mstep: Class 38 contains 5456 members 
Mstep: Class 39 contains 4284 members 
Mstep: Class 40 contains 2531 members 
Mstep: Class 41 contains 8138 members 
Mstep: Class 42 contains 1675 members 
Mstep: Class 43 contains 622 members 
Mstep: Class 44 contains 6788 members 
Mstep: Class 45 contains 19199 members 
Mstep: Class 46 contains 6129 members 
Mstep: Class 47 contains 11186 members 
Mstep: Class 48 contains 2495 members 
Mstep: Class 49 contains 656 members 
Mstep: Class 50 contains 4935 members 
Mstep: Class 51 contains 9713 members 
Mstep: Class 52 contains 464 members 
Mstep: Class 53 contains 1009 members 
Mstep: Class 54 contains 30878 members 
Mstep: Class 55 contains 8831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133722456.000000 Penalty: 190680.203125
Iteration 82Q: 56 clusters Score -1.337225e+08 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 16813 members 
Mstep: Class 3 contains 23028 members 
Mstep: Class 4 contains 3780 members 
Mstep: Class 5 contains 8988 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 38418 members 
Mstep: Class 8 contains 9379 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 4714 members 
Mstep: Class 11 contains 5512 members 
Mstep: Class 12 contains 189516 members 
Mstep: Class 13 contains 187871 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 16 contains 2481 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 5371 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 18252 members 
Mstep: Class 21 contains 21311 members 
Mstep: Class 22 contains 1604 members 
Mstep: Class 23 contains 44562 members 
Mstep: Class 24 contains 5860 members 
Mstep: Class 25 contains 11973 members 
Mstep: Class 26 contains 55119 members 
Mstep: Class 27 contains 27098 members 
Mstep: Class 28 contains 68954 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 2658 members 
Mstep: Class 31 contains 9076 members 
Mstep: Class 32 contains 10635 members 
Mstep: Class 33 contains 176142 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 39604 members 
Mstep: Class 36 contains 6969 members 
Mstep: Class 37 contains 855 members 
Mstep: Class 38 contains 5476 members 
Mstep: Class 39 contains 4291 members 
Mstep: Class 40 contains 2509 members 
Mstep: Class 41 contains 8347 members 
Mstep: Class 42 contains 1743 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 6703 members 
Mstep: Class 45 contains 19136 members 
Mstep: Class 46 contains 6075 members 
Mstep: Class 47 contains 11178 members 
Mstep: Class 48 contains 2608 members 
Mstep: Class 49 contains 655 members 
Mstep: Class 50 contains 4930 members 
Mstep: Class 51 contains 10379 members 
Mstep: Class 52 contains 464 members 
Mstep: Class 53 contains 1011 members 
Mstep: Class 54 contains 30648 members 
Mstep: Class 55 contains 8834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133724016.000000 Penalty: 190680.203125
Iteration 83Q: 56 clusters Score -1.33724e+08 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 16962 members 
Mstep: Class 3 contains 22991 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 8913 members 
Mstep: Class 6 contains 851 members 
Mstep: Class 7 contains 38168 members 
Mstep: Class 8 contains 9415 members 
Mstep: Class 9 contains 14588 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 189308 members 
Mstep: Class 13 contains 187854 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 5895 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 18320 members 
Mstep: Class 21 contains 21291 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44459 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11943 members 
Mstep: Class 26 contains 55020 members 
Mstep: Class 27 contains 27084 members 
Mstep: Class 28 contains 68583 members 
Mstep: Class 29 contains 423 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9126 members 
Mstep: Class 32 contains 10582 members 
Mstep: Class 33 contains 176144 members 
Mstep: Class 34 contains 8213 members 
Mstep: Class 35 contains 39884 members 
Mstep: Class 36 contains 6910 members 
Mstep: Class 37 contains 860 members 
Mstep: Class 38 contains 5484 members 
Mstep: Class 39 contains 4281 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 8509 members 
Mstep: Class 42 contains 1793 members 
Mstep: Class 43 contains 588 members 
Mstep: Class 44 contains 6624 members 
Mstep: Class 45 contains 19094 members 
Mstep: Class 46 contains 6035 members 
Mstep: Class 47 contains 11174 members 
Mstep: Class 48 contains 2708 members 
Mstep: Class 49 contains 654 members 
Mstep: Class 50 contains 4926 members 
Mstep: Class 51 contains 10916 members 
Mstep: Class 52 contains 460 members 
Mstep: Class 53 contains 1017 members 
Mstep: Class 54 contains 30427 members 
Mstep: Class 55 contains 8824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133725008.000000 Penalty: 190680.203125
Iteration 84Q: 56 clusters Score -1.33725e+08 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 17100 members 
Mstep: Class 3 contains 22950 members 
Mstep: Class 4 contains 3932 members 
Mstep: Class 5 contains 8876 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 37942 members 
Mstep: Class 8 contains 9466 members 
Mstep: Class 9 contains 14650 members 
Mstep: Class 10 contains 4807 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 189107 members 
Mstep: Class 13 contains 187830 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4752 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 18382 members 
Mstep: Class 21 contains 21266 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 44362 members 
Mstep: Class 24 contains 5803 members 
Mstep: Class 25 contains 11916 members 
Mstep: Class 26 contains 54961 members 
Mstep: Class 27 contains 27052 members 
Mstep: Class 28 contains 68298 members 
Mstep: Class 29 contains 431 members 
Mstep: Class 30 contains 2656 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 10548 members 
Mstep: Class 33 contains 176149 members 
Mstep: Class 34 contains 8176 members 
Mstep: Class 35 contains 40104 members 
Mstep: Class 36 contains 6850 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 5495 members 
Mstep: Class 39 contains 4280 members 
Mstep: Class 40 contains 2457 members 
Mstep: Class 41 contains 8615 members 
Mstep: Class 42 contains 1836 members 
Mstep: Class 43 contains 580 members 
Mstep: Class 44 contains 6566 members 
Mstep: Class 45 contains 19070 members 
Mstep: Class 46 contains 6016 members 
Mstep: Class 47 contains 11174 members 
Mstep: Class 48 contains 2807 members 
Mstep: Class 49 contains 651 members 
Mstep: Class 50 contains 4918 members 
Mstep: Class 51 contains 11369 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 1024 members 
Mstep: Class 54 contains 30212 members 
Mstep: Class 55 contains 8821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133726480.000000 Penalty: 190680.203125
Iteration 85Q: 56 clusters Score -1.337265e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 17219 members 
Mstep: Class 3 contains 22911 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 8856 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 37681 members 
Mstep: Class 8 contains 9501 members 
Mstep: Class 9 contains 14711 members 
Mstep: Class 10 contains 4822 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 188953 members 
Mstep: Class 13 contains 187823 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4743 members 
Mstep: Class 16 contains 2437 members 
Mstep: Class 17 contains 5991 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 18419 members 
Mstep: Class 21 contains 21240 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 44280 members 
Mstep: Class 24 contains 5775 members 
Mstep: Class 25 contains 11898 members 
Mstep: Class 26 contains 54909 members 
Mstep: Class 27 contains 27007 members 
Mstep: Class 28 contains 68081 members 
Mstep: Class 29 contains 434 members 
Mstep: Class 30 contains 2654 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 176161 members 
Mstep: Class 34 contains 8168 members 
Mstep: Class 35 contains 40283 members 
Mstep: Class 36 contains 6815 members 
Mstep: Class 37 contains 856 members 
Mstep: Class 38 contains 5499 members 
Mstep: Class 39 contains 4278 members 
Mstep: Class 40 contains 2440 members 
Mstep: Class 41 contains 8685 members 
Mstep: Class 42 contains 1864 members 
Mstep: Class 43 contains 578 members 
Mstep: Class 44 contains 6523 members 
Mstep: Class 45 contains 19046 members 
Mstep: Class 46 contains 6007 members 
Mstep: Class 47 contains 11175 members 
Mstep: Class 48 contains 2896 members 
Mstep: Class 49 contains 652 members 
Mstep: Class 50 contains 4914 members 
Mstep: Class 51 contains 11766 members 
Mstep: Class 52 contains 457 members 
Mstep: Class 53 contains 1030 members 
Mstep: Class 54 contains 30047 members 
Mstep: Class 55 contains 8810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133726784.000000 Penalty: 190680.203125
Iteration 86Q: 56 clusters Score -1.337268e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 17319 members 
Mstep: Class 3 contains 22880 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 8841 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 9515 members 
Mstep: Class 9 contains 14762 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 5561 members 
Mstep: Class 12 contains 188828 members 
Mstep: Class 13 contains 187815 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4736 members 
Mstep: Class 16 contains 2427 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 18492 members 
Mstep: Class 21 contains 21203 members 
Mstep: Class 22 contains 1748 members 
Mstep: Class 23 contains 44227 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 11878 members 
Mstep: Class 26 contains 54856 members 
Mstep: Class 27 contains 26959 members 
Mstep: Class 28 contains 67868 members 
Mstep: Class 29 contains 436 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9191 members 
Mstep: Class 32 contains 10518 members 
Mstep: Class 33 contains 176167 members 
Mstep: Class 34 contains 8185 members 
Mstep: Class 35 contains 40462 members 
Mstep: Class 36 contains 6778 members 
Mstep: Class 37 contains 854 members 
Mstep: Class 38 contains 5501 members 
Mstep: Class 39 contains 4282 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8749 members 
Mstep: Class 42 contains 1888 members 
Mstep: Class 43 contains 577 members 
Mstep: Class 44 contains 6472 members 
Mstep: Class 45 contains 19026 members 
Mstep: Class 46 contains 6005 members 
Mstep: Class 47 contains 11172 members 
Mstep: Class 48 contains 2961 members 
Mstep: Class 49 contains 649 members 
Mstep: Class 50 contains 4913 members 
Mstep: Class 51 contains 12115 members 
Mstep: Class 52 contains 457 members 
Mstep: Class 53 contains 1039 members 
Mstep: Class 54 contains 29900 members 
Mstep: Class 55 contains 8791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133727072.000000 Penalty: 190680.203125
Iteration 87Q: 56 clusters Score -1.337271e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 17412 members 
Mstep: Class 3 contains 22853 members 
Mstep: Class 4 contains 4053 members 
Mstep: Class 5 contains 8836 members 
Mstep: Class 6 contains 950 members 
Mstep: Class 7 contains 37240 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 4839 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 188726 members 
Mstep: Class 13 contains 187808 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4731 members 
Mstep: Class 16 contains 2422 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 18535 members 
Mstep: Class 21 contains 21165 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 44208 members 
Mstep: Class 24 contains 5751 members 
Mstep: Class 25 contains 11871 members 
Mstep: Class 26 contains 54806 members 
Mstep: Class 27 contains 26910 members 
Mstep: Class 28 contains 67685 members 
Mstep: Class 29 contains 437 members 
Mstep: Class 30 contains 2652 members 
Mstep: Class 31 contains 9205 members 
Mstep: Class 32 contains 10501 members 
Mstep: Class 33 contains 176167 members 
Mstep: Class 34 contains 8207 members 
Mstep: Class 35 contains 40613 members 
Mstep: Class 36 contains 6754 members 
Mstep: Class 37 contains 851 members 
Mstep: Class 38 contains 5503 members 
Mstep: Class 39 contains 4290 members 
Mstep: Class 40 contains 2420 members 
Mstep: Class 41 contains 8806 members 
Mstep: Class 42 contains 1903 members 
Mstep: Class 43 contains 576 members 
Mstep: Class 44 contains 6435 members 
Mstep: Class 45 contains 19008 members 
Mstep: Class 46 contains 5998 members 
Mstep: Class 47 contains 11171 members 
Mstep: Class 48 contains 3020 members 
Mstep: Class 49 contains 646 members 
Mstep: Class 50 contains 4912 members 
Mstep: Class 51 contains 12434 members 
Mstep: Class 52 contains 457 members 
Mstep: Class 53 contains 1046 members 
Mstep: Class 54 contains 29773 members 
Mstep: Class 55 contains 8777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133727472.000000 Penalty: 190680.203125
Iteration 88Q: 56 clusters Score -1.337275e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 22830 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 8832 members 
Mstep: Class 6 contains 975 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9543 members 
Mstep: Class 9 contains 14841 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 5574 members 
Mstep: Class 12 contains 188658 members 
Mstep: Class 13 contains 187803 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4722 members 
Mstep: Class 16 contains 2418 members 
Mstep: Class 17 contains 6024 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18553 members 
Mstep: Class 21 contains 21134 members 
Mstep: Class 22 contains 1787 members 
Mstep: Class 23 contains 44212 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 11860 members 
Mstep: Class 26 contains 54781 members 
Mstep: Class 27 contains 26852 members 
Mstep: Class 28 contains 67532 members 
Mstep: Class 29 contains 437 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9223 members 
Mstep: Class 32 contains 10488 members 
Mstep: Class 33 contains 176155 members 
Mstep: Class 34 contains 8221 members 
Mstep: Class 35 contains 40743 members 
Mstep: Class 36 contains 6714 members 
Mstep: Class 37 contains 850 members 
Mstep: Class 38 contains 5510 members 
Mstep: Class 39 contains 4300 members 
Mstep: Class 40 contains 2414 members 
Mstep: Class 41 contains 8867 members 
Mstep: Class 42 contains 1914 members 
Mstep: Class 43 contains 576 members 
Mstep: Class 44 contains 6400 members 
Mstep: Class 45 contains 18980 members 
Mstep: Class 46 contains 5992 members 
Mstep: Class 47 contains 11169 members 
Mstep: Class 48 contains 3081 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 4912 members 
Mstep: Class 51 contains 12695 members 
Mstep: Class 52 contains 457 members 
Mstep: Class 53 contains 1051 members 
Mstep: Class 54 contains 29666 members 
Mstep: Class 55 contains 8763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133727448.000000 Penalty: 190680.203125
Iteration 89Q: 56 clusters Score -1.337274e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 17552 members 
Mstep: Class 3 contains 22802 members 
Mstep: Class 4 contains 4117 members 
Mstep: Class 5 contains 8830 members 
Mstep: Class 6 contains 996 members 
Mstep: Class 7 contains 36807 members 
Mstep: Class 8 contains 9552 members 
Mstep: Class 9 contains 14875 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 5577 members 
Mstep: Class 12 contains 188614 members 
Mstep: Class 13 contains 187795 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4715 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 18585 members 
Mstep: Class 21 contains 21110 members 
Mstep: Class 22 contains 1807 members 
Mstep: Class 23 contains 44220 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 11842 members 
Mstep: Class 26 contains 54766 members 
Mstep: Class 27 contains 26808 members 
Mstep: Class 28 contains 67401 members 
Mstep: Class 29 contains 437 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9236 members 
Mstep: Class 32 contains 10473 members 
Mstep: Class 33 contains 176147 members 
Mstep: Class 34 contains 8221 members 
Mstep: Class 35 contains 40865 members 
Mstep: Class 36 contains 6684 members 
Mstep: Class 37 contains 848 members 
Mstep: Class 38 contains 5514 members 
Mstep: Class 39 contains 4306 members 
Mstep: Class 40 contains 2410 members 
Mstep: Class 41 contains 8940 members 
Mstep: Class 42 contains 1925 members 
Mstep: Class 43 contains 576 members 
Mstep: Class 44 contains 6361 members 
Mstep: Class 45 contains 18954 members 
Mstep: Class 46 contains 5987 members 
Mstep: Class 47 contains 11168 members 
Mstep: Class 48 contains 3138 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 4913 members 
Mstep: Class 51 contains 12935 members 
Mstep: Class 52 contains 457 members 
Mstep: Class 53 contains 1057 members 
Mstep: Class 54 contains 29566 members 
Mstep: Class 55 contains 8749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133727680.000000 Penalty: 190680.203125
Iteration 90Q: 56 clusters Score -1.337277e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 22787 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 8822 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 9554 members 
Mstep: Class 9 contains 14904 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5578 members 
Mstep: Class 12 contains 188576 members 
Mstep: Class 13 contains 187777 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 4707 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 6025 members 
Mstep: Class 18 contains 5391 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 18603 members 
Mstep: Class 21 contains 21088 members 
Mstep: Class 22 contains 1825 members 
Mstep: Class 23 contains 44241 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 11831 members 
Mstep: Class 26 contains 54736 members 
Mstep: Class 27 contains 26754 members 
Mstep: Class 28 contains 67267 members 
Mstep: Class 29 contains 437 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9249 members 
Mstep: Class 32 contains 10466 members 
Mstep: Class 33 contains 176143 members 
Mstep: Class 34 contains 8222 members 
Mstep: Class 35 contains 40990 members 
Mstep: Class 36 contains 6658 members 
Mstep: Class 37 contains 844 members 
Mstep: Class 38 contains 5513 members 
Mstep: Class 39 contains 4308 members 
Mstep: Class 40 contains 2405 members 
Mstep: Class 41 contains 8997 members 
Mstep: Class 42 contains 1930 members 
Mstep: Class 43 contains 576 members 
Mstep: Class 44 contains 6316 members 
Mstep: Class 45 contains 18932 members 
Mstep: Class 46 contains 5981 members 
Mstep: Class 47 contains 11167 members 
Mstep: Class 48 contains 3200 members 
Mstep: Class 49 contains 646 members 
Mstep: Class 50 contains 4913 members 
Mstep: Class 51 contains 13169 members 
Mstep: Class 52 contains 457 members 
Mstep: Class 53 contains 1060 members 
Mstep: Class 54 contains 29489 members 
Mstep: Class 55 contains 8734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133728128.000000 Penalty: 190680.203125
Iteration 91Q: 56 clusters Score -1.337281e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 17662 members 
Mstep: Class 3 contains 22771 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 8815 members 
Mstep: Class 6 contains 1049 members 
Mstep: Class 7 contains 36429 members 
Mstep: Class 8 contains 9560 members 
Mstep: Class 9 contains 14937 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5582 members 
Mstep: Class 12 contains 188546 members 
Mstep: Class 13 contains 187767 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4704 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 18622 members 
Mstep: Class 21 contains 21078 members 
Mstep: Class 22 contains 1847 members 
Mstep: Class 23 contains 44245 members 
Mstep: Class 24 contains 5746 members 
Mstep: Class 25 contains 11824 members 
Mstep: Class 26 contains 54727 members 
Mstep: Class 27 contains 26706 members 
Mstep: Class 28 contains 67165 members 
Mstep: Class 29 contains 437 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9265 members 
Mstep: Class 32 contains 10461 members 
Mstep: Class 33 contains 176140 members 
Mstep: Class 34 contains 8237 members 
Mstep: Class 35 contains 41079 members 
Mstep: Class 36 contains 6636 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 5515 members 
Mstep: Class 39 contains 4310 members 
Mstep: Class 40 contains 2401 members 
Mstep: Class 41 contains 9048 members 
Mstep: Class 42 contains 1932 members 
Mstep: Class 43 contains 576 members 
Mstep: Class 44 contains 6268 members 
Mstep: Class 45 contains 18918 members 
Mstep: Class 46 contains 5981 members 
Mstep: Class 47 contains 11167 members 
Mstep: Class 48 contains 3254 members 
Mstep: Class 49 contains 648 members 
Mstep: Class 50 contains 4914 members 
Mstep: Class 51 contains 13353 members 
Mstep: Class 52 contains 457 members 
Mstep: Class 53 contains 1061 members 
Mstep: Class 54 contains 29407 members 
Mstep: Class 55 contains 8725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133728320.000000 Penalty: 190680.203125
Iteration 92Q: 56 clusters Score -1.337283e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 22755 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 8811 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 36258 members 
Mstep: Class 8 contains 9569 members 
Mstep: Class 9 contains 14969 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 188536 members 
Mstep: Class 13 contains 187741 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4701 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 18643 members 
Mstep: Class 21 contains 21057 members 
Mstep: Class 22 contains 1875 members 
Mstep: Class 23 contains 44258 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 11820 members 
Mstep: Class 26 contains 54725 members 
Mstep: Class 27 contains 26673 members 
Mstep: Class 28 contains 67081 members 
Mstep: Class 29 contains 437 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9279 members 
Mstep: Class 32 contains 10451 members 
Mstep: Class 33 contains 176141 members 
Mstep: Class 34 contains 8249 members 
Mstep: Class 35 contains 41161 members 
Mstep: Class 36 contains 6617 members 
Mstep: Class 37 contains 857 members 
Mstep: Class 38 contains 5519 members 
Mstep: Class 39 contains 4308 members 
Mstep: Class 40 contains 2399 members 
Mstep: Class 41 contains 9077 members 
Mstep: Class 42 contains 1934 members 
Mstep: Class 43 contains 576 members 
Mstep: Class 44 contains 6208 members 
Mstep: Class 45 contains 18905 members 
Mstep: Class 46 contains 5981 members 
Mstep: Class 47 contains 11166 members 
Mstep: Class 48 contains 3306 members 
Mstep: Class 49 contains 649 members 
Mstep: Class 50 contains 4914 members 
Mstep: Class 51 contains 13518 members 
Mstep: Class 52 contains 457 members 
Mstep: Class 53 contains 1064 members 
Mstep: Class 54 contains 29312 members 
Mstep: Class 55 contains 8715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133728240.000000 Penalty: 190680.203125
Iteration 93Q: 56 clusters Score -1.337282e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 17740 members 
Mstep: Class 3 contains 22748 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 8805 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 36125 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 15000 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 5592 members 
Mstep: Class 12 contains 188547 members 
Mstep: Class 13 contains 187730 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 4693 members 
Mstep: Class 16 contains 2409 members 
Mstep: Class 17 contains 6031 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 18653 members 
Mstep: Class 21 contains 21025 members 
Mstep: Class 22 contains 1912 members 
Mstep: Class 23 contains 44253 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 11814 members 
Mstep: Class 26 contains 54715 members 
Mstep: Class 27 contains 26658 members 
Mstep: Class 28 contains 67005 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9302 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 176131 members 
Mstep: Class 34 contains 8254 members 
Mstep: Class 35 contains 41226 members 
Mstep: Class 36 contains 6588 members 
Mstep: Class 37 contains 864 members 
Mstep: Class 38 contains 5519 members 
Mstep: Class 39 contains 4310 members 
Mstep: Class 40 contains 2394 members 
Mstep: Class 41 contains 9103 members 
Mstep: Class 42 contains 1936 members 
Mstep: Class 43 contains 577 members 
Mstep: Class 44 contains 6139 members 
Mstep: Class 45 contains 18902 members 
Mstep: Class 46 contains 5982 members 
Mstep: Class 47 contains 11167 members 
Mstep: Class 48 contains 3365 members 
Mstep: Class 49 contains 651 members 
Mstep: Class 50 contains 4916 members 
Mstep: Class 51 contains 13640 members 
Mstep: Class 52 contains 457 members 
Mstep: Class 53 contains 1066 members 
Mstep: Class 54 contains 29210 members 
Mstep: Class 55 contains 8708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133728240.000000 Penalty: 190680.203125
Iteration 94Q: 56 clusters Score -1.337282e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 17769 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 4211 members 
Mstep: Class 5 contains 8801 members 
Mstep: Class 6 contains 1132 members 
Mstep: Class 7 contains 35992 members 
Mstep: Class 8 contains 9592 members 
Mstep: Class 9 contains 15027 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 188548 members 
Mstep: Class 13 contains 187697 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 4688 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 6032 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18663 members 
Mstep: Class 21 contains 21004 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 44282 members 
Mstep: Class 24 contains 5745 members 
Mstep: Class 25 contains 11818 members 
Mstep: Class 26 contains 54707 members 
Mstep: Class 27 contains 26641 members 
Mstep: Class 28 contains 66943 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9325 members 
Mstep: Class 32 contains 10443 members 
Mstep: Class 33 contains 176117 members 
Mstep: Class 34 contains 8256 members 
Mstep: Class 35 contains 41301 members 
Mstep: Class 36 contains 6550 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 5521 members 
Mstep: Class 39 contains 4314 members 
Mstep: Class 40 contains 2386 members 
Mstep: Class 41 contains 9125 members 
Mstep: Class 42 contains 1939 members 
Mstep: Class 43 contains 578 members 
Mstep: Class 44 contains 6067 members 
Mstep: Class 45 contains 18901 members 
Mstep: Class 46 contains 5983 members 
Mstep: Class 47 contains 11169 members 
Mstep: Class 48 contains 3429 members 
Mstep: Class 49 contains 649 members 
Mstep: Class 50 contains 4915 members 
Mstep: Class 51 contains 13738 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1067 members 
Mstep: Class 54 contains 29118 members 
Mstep: Class 55 contains 8705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133728296.000000 Penalty: 190680.203125
Iteration 95Q: 56 clusters Score -1.337283e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 17795 members 
Mstep: Class 3 contains 22740 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 8797 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 35862 members 
Mstep: Class 8 contains 9598 members 
Mstep: Class 9 contains 15057 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 188543 members 
Mstep: Class 13 contains 187688 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 4684 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18673 members 
Mstep: Class 21 contains 20986 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 44296 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 11817 members 
Mstep: Class 26 contains 54680 members 
Mstep: Class 27 contains 26629 members 
Mstep: Class 28 contains 66884 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9346 members 
Mstep: Class 32 contains 10439 members 
Mstep: Class 33 contains 176107 members 
Mstep: Class 34 contains 8260 members 
Mstep: Class 35 contains 41386 members 
Mstep: Class 36 contains 6521 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 5525 members 
Mstep: Class 39 contains 4314 members 
Mstep: Class 40 contains 2383 members 
Mstep: Class 41 contains 9143 members 
Mstep: Class 42 contains 1939 members 
Mstep: Class 43 contains 574 members 
Mstep: Class 44 contains 5983 members 
Mstep: Class 45 contains 18893 members 
Mstep: Class 46 contains 5980 members 
Mstep: Class 47 contains 11171 members 
Mstep: Class 48 contains 3494 members 
Mstep: Class 49 contains 649 members 
Mstep: Class 50 contains 4916 members 
Mstep: Class 51 contains 13815 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1067 members 
Mstep: Class 54 contains 29031 members 
Mstep: Class 55 contains 8705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133728880.000000 Penalty: 190680.203125
Iteration 96Q: 56 clusters Score -1.337289e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 17819 members 
Mstep: Class 3 contains 22731 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 8793 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 35749 members 
Mstep: Class 8 contains 9610 members 
Mstep: Class 9 contains 15090 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 188537 members 
Mstep: Class 13 contains 187680 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18696 members 
Mstep: Class 21 contains 20969 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 44309 members 
Mstep: Class 24 contains 5750 members 
Mstep: Class 25 contains 11806 members 
Mstep: Class 26 contains 54640 members 
Mstep: Class 27 contains 26613 members 
Mstep: Class 28 contains 66838 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 2654 members 
Mstep: Class 31 contains 9361 members 
Mstep: Class 32 contains 10437 members 
Mstep: Class 33 contains 176100 members 
Mstep: Class 34 contains 8259 members 
Mstep: Class 35 contains 41467 members 
Mstep: Class 36 contains 6499 members 
Mstep: Class 37 contains 890 members 
Mstep: Class 38 contains 5528 members 
Mstep: Class 39 contains 4314 members 
Mstep: Class 40 contains 2380 members 
Mstep: Class 41 contains 9162 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 5887 members 
Mstep: Class 45 contains 18888 members 
Mstep: Class 46 contains 5979 members 
Mstep: Class 47 contains 11170 members 
Mstep: Class 48 contains 3549 members 
Mstep: Class 49 contains 651 members 
Mstep: Class 50 contains 4918 members 
Mstep: Class 51 contains 13887 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1069 members 
Mstep: Class 54 contains 28945 members 
Mstep: Class 55 contains 8700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133728760.000000 Penalty: 190680.203125
Iteration 97Q: 56 clusters Score -1.337288e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 17848 members 
Mstep: Class 3 contains 22730 members 
Mstep: Class 4 contains 4263 members 
Mstep: Class 5 contains 8797 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 35651 members 
Mstep: Class 8 contains 9620 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 188534 members 
Mstep: Class 13 contains 187669 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 4681 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 18702 members 
Mstep: Class 21 contains 20943 members 
Mstep: Class 22 contains 2072 members 
Mstep: Class 23 contains 44336 members 
Mstep: Class 24 contains 5751 members 
Mstep: Class 25 contains 11794 members 
Mstep: Class 26 contains 54617 members 
Mstep: Class 27 contains 26581 members 
Mstep: Class 28 contains 66800 members 
Mstep: Class 29 contains 447 members 
Mstep: Class 30 contains 2656 members 
Mstep: Class 31 contains 9392 members 
Mstep: Class 32 contains 10437 members 
Mstep: Class 33 contains 176086 members 
Mstep: Class 34 contains 8265 members 
Mstep: Class 35 contains 41525 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 894 members 
Mstep: Class 38 contains 5533 members 
Mstep: Class 39 contains 4315 members 
Mstep: Class 40 contains 2378 members 
Mstep: Class 41 contains 9167 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 572 members 
Mstep: Class 44 contains 5785 members 
Mstep: Class 45 contains 18889 members 
Mstep: Class 46 contains 5978 members 
Mstep: Class 47 contains 11171 members 
Mstep: Class 48 contains 3596 members 
Mstep: Class 49 contains 655 members 
Mstep: Class 50 contains 4920 members 
Mstep: Class 51 contains 13954 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1072 members 
Mstep: Class 54 contains 28852 members 
Mstep: Class 55 contains 8696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133729088.000000 Penalty: 190680.203125
Iteration 98Q: 56 clusters Score -1.337291e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 17866 members 
Mstep: Class 3 contains 22724 members 
Mstep: Class 4 contains 4275 members 
Mstep: Class 5 contains 8795 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 35550 members 
Mstep: Class 8 contains 9632 members 
Mstep: Class 9 contains 15147 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 188534 members 
Mstep: Class 13 contains 187667 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 4681 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 18718 members 
Mstep: Class 21 contains 20925 members 
Mstep: Class 22 contains 2125 members 
Mstep: Class 23 contains 44357 members 
Mstep: Class 24 contains 5754 members 
Mstep: Class 25 contains 11779 members 
Mstep: Class 26 contains 54615 members 
Mstep: Class 27 contains 26560 members 
Mstep: Class 28 contains 66760 members 
Mstep: Class 29 contains 445 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9419 members 
Mstep: Class 32 contains 10434 members 
Mstep: Class 33 contains 176080 members 
Mstep: Class 34 contains 8262 members 
Mstep: Class 35 contains 41573 members 
Mstep: Class 36 contains 6467 members 
Mstep: Class 37 contains 902 members 
Mstep: Class 38 contains 5535 members 
Mstep: Class 39 contains 4313 members 
Mstep: Class 40 contains 2374 members 
Mstep: Class 41 contains 9174 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 5672 members 
Mstep: Class 45 contains 18888 members 
Mstep: Class 46 contains 5981 members 
Mstep: Class 47 contains 11168 members 
Mstep: Class 48 contains 3651 members 
Mstep: Class 49 contains 654 members 
Mstep: Class 50 contains 4920 members 
Mstep: Class 51 contains 14030 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1072 members 
Mstep: Class 54 contains 28760 members 
Mstep: Class 55 contains 8693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133729400.000000 Penalty: 190680.203125
Iteration 99Q: 56 clusters Score -1.337294e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 17876 members 
Mstep: Class 3 contains 22717 members 
Mstep: Class 4 contains 4285 members 
Mstep: Class 5 contains 8797 members 
Mstep: Class 6 contains 1362 members 
Mstep: Class 7 contains 35477 members 
Mstep: Class 8 contains 9640 members 
Mstep: Class 9 contains 15163 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 188537 members 
Mstep: Class 13 contains 187656 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 17 contains 6035 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 18739 members 
Mstep: Class 21 contains 20899 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 44384 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 11769 members 
Mstep: Class 26 contains 54623 members 
Mstep: Class 27 contains 26544 members 
Mstep: Class 28 contains 66732 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9457 members 
Mstep: Class 32 contains 10434 members 
Mstep: Class 33 contains 176073 members 
Mstep: Class 34 contains 8260 members 
Mstep: Class 35 contains 41619 members 
Mstep: Class 36 contains 6443 members 
Mstep: Class 37 contains 913 members 
Mstep: Class 38 contains 5541 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2368 members 
Mstep: Class 41 contains 9180 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 5570 members 
Mstep: Class 45 contains 18875 members 
Mstep: Class 46 contains 5985 members 
Mstep: Class 47 contains 11162 members 
Mstep: Class 48 contains 3703 members 
Mstep: Class 49 contains 655 members 
Mstep: Class 50 contains 4921 members 
Mstep: Class 51 contains 14087 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1073 members 
Mstep: Class 54 contains 28669 members 
Mstep: Class 55 contains 8691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133729832.000000 Penalty: 190680.203125
Iteration 100F: 56 clusters Score -1.337298e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 17894 members 
Mstep: Class 3 contains 22712 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 8796 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 35409 members 
Mstep: Class 8 contains 9651 members 
Mstep: Class 9 contains 15180 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 5592 members 
Mstep: Class 12 contains 188520 members 
Mstep: Class 13 contains 187654 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 18730 members 
Mstep: Class 21 contains 20877 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 44421 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 11759 members 
Mstep: Class 26 contains 54587 members 
Mstep: Class 27 contains 26536 members 
Mstep: Class 28 contains 66632 members 
Mstep: Class 29 contains 445 members 
Mstep: Class 30 contains 2658 members 
Mstep: Class 31 contains 9493 members 
Mstep: Class 32 contains 10431 members 
Mstep: Class 33 contains 176071 members 
Mstep: Class 34 contains 8258 members 
Mstep: Class 35 contains 41666 members 
Mstep: Class 36 contains 6430 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5541 members 
Mstep: Class 39 contains 4311 members 
Mstep: Class 40 contains 2366 members 
Mstep: Class 41 contains 9186 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 5443 members 
Mstep: Class 45 contains 18873 members 
Mstep: Class 46 contains 5987 members 
Mstep: Class 47 contains 11160 members 
Mstep: Class 48 contains 3756 members 
Mstep: Class 49 contains 654 members 
Mstep: Class 50 contains 4921 members 
Mstep: Class 51 contains 14229 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1074 members 
Mstep: Class 54 contains 28569 members 
Mstep: Class 55 contains 8693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133730216.000000 Penalty: 190680.203125
Iteration 101Q: 56 clusters Score -1.337302e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 17911 members 
Mstep: Class 3 contains 22712 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 8796 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 35354 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 15192 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188502 members 
Mstep: Class 13 contains 187657 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 4683 members 
Mstep: Class 16 contains 2402 members 
Mstep: Class 17 contains 6040 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 18726 members 
Mstep: Class 21 contains 20860 members 
Mstep: Class 22 contains 2268 members 
Mstep: Class 23 contains 44449 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 11748 members 
Mstep: Class 26 contains 54554 members 
Mstep: Class 27 contains 26527 members 
Mstep: Class 28 contains 66500 members 
Mstep: Class 29 contains 445 members 
Mstep: Class 30 contains 2660 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 10428 members 
Mstep: Class 33 contains 176068 members 
Mstep: Class 34 contains 8260 members 
Mstep: Class 35 contains 41697 members 
Mstep: Class 36 contains 6413 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 5542 members 
Mstep: Class 39 contains 4313 members 
Mstep: Class 40 contains 2364 members 
Mstep: Class 41 contains 9188 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 5302 members 
Mstep: Class 45 contains 18871 members 
Mstep: Class 46 contains 5989 members 
Mstep: Class 47 contains 11160 members 
Mstep: Class 48 contains 3809 members 
Mstep: Class 49 contains 652 members 
Mstep: Class 50 contains 4923 members 
Mstep: Class 51 contains 14410 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1073 members 
Mstep: Class 54 contains 28463 members 
Mstep: Class 55 contains 8689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133730480.000000 Penalty: 190680.203125
Iteration 102Q: 56 clusters Score -1.337305e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 17932 members 
Mstep: Class 3 contains 22711 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 8798 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 7 contains 35302 members 
Mstep: Class 8 contains 9677 members 
Mstep: Class 9 contains 15201 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 188480 members 
Mstep: Class 13 contains 187627 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 4683 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 6041 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 18711 members 
Mstep: Class 21 contains 20848 members 
Mstep: Class 22 contains 2320 members 
Mstep: Class 23 contains 44479 members 
Mstep: Class 24 contains 5760 members 
Mstep: Class 25 contains 11742 members 
Mstep: Class 26 contains 54539 members 
Mstep: Class 27 contains 26506 members 
Mstep: Class 28 contains 66367 members 
Mstep: Class 29 contains 445 members 
Mstep: Class 30 contains 2663 members 
Mstep: Class 31 contains 9575 members 
Mstep: Class 32 contains 10425 members 
Mstep: Class 33 contains 176064 members 
Mstep: Class 34 contains 8264 members 
Mstep: Class 35 contains 41743 members 
Mstep: Class 36 contains 6399 members 
Mstep: Class 37 contains 944 members 
Mstep: Class 38 contains 5541 members 
Mstep: Class 39 contains 4313 members 
Mstep: Class 40 contains 2362 members 
Mstep: Class 41 contains 9196 members 
Mstep: Class 42 contains 1952 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 5148 members 
Mstep: Class 45 contains 18869 members 
Mstep: Class 46 contains 5992 members 
Mstep: Class 47 contains 11160 members 
Mstep: Class 48 contains 3855 members 
Mstep: Class 49 contains 651 members 
Mstep: Class 50 contains 4924 members 
Mstep: Class 51 contains 14598 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1073 members 
Mstep: Class 54 contains 28367 members 
Mstep: Class 55 contains 8686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133731024.000000 Penalty: 190680.203125
Iteration 103Q: 56 clusters Score -1.33731e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 17956 members 
Mstep: Class 3 contains 22707 members 
Mstep: Class 4 contains 4334 members 
Mstep: Class 5 contains 8801 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 35245 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 15210 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 188487 members 
Mstep: Class 13 contains 187600 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 4686 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 18706 members 
Mstep: Class 21 contains 20831 members 
Mstep: Class 22 contains 2360 members 
Mstep: Class 23 contains 44513 members 
Mstep: Class 24 contains 5760 members 
Mstep: Class 25 contains 11732 members 
Mstep: Class 26 contains 54512 members 
Mstep: Class 27 contains 26483 members 
Mstep: Class 28 contains 66230 members 
Mstep: Class 29 contains 445 members 
Mstep: Class 30 contains 2663 members 
Mstep: Class 31 contains 9608 members 
Mstep: Class 32 contains 10418 members 
Mstep: Class 33 contains 176056 members 
Mstep: Class 34 contains 8268 members 
Mstep: Class 35 contains 41780 members 
Mstep: Class 36 contains 6381 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 5542 members 
Mstep: Class 39 contains 4313 members 
Mstep: Class 40 contains 2361 members 
Mstep: Class 41 contains 9206 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 5000 members 
Mstep: Class 45 contains 18869 members 
Mstep: Class 46 contains 5993 members 
Mstep: Class 47 contains 11159 members 
Mstep: Class 48 contains 3901 members 
Mstep: Class 49 contains 650 members 
Mstep: Class 50 contains 4926 members 
Mstep: Class 51 contains 14786 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1074 members 
Mstep: Class 54 contains 28276 members 
Mstep: Class 55 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133731248.000000 Penalty: 190680.203125
Iteration 104Q: 56 clusters Score -1.337312e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 17966 members 
Mstep: Class 3 contains 22702 members 
Mstep: Class 4 contains 4336 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 35195 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 15221 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 188480 members 
Mstep: Class 13 contains 187596 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 4694 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 5378 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 18721 members 
Mstep: Class 21 contains 20809 members 
Mstep: Class 22 contains 2398 members 
Mstep: Class 23 contains 44532 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 11716 members 
Mstep: Class 26 contains 54491 members 
Mstep: Class 27 contains 26467 members 
Mstep: Class 28 contains 66103 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 2662 members 
Mstep: Class 31 contains 9653 members 
Mstep: Class 32 contains 10406 members 
Mstep: Class 33 contains 176042 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 41825 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 5545 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2359 members 
Mstep: Class 41 contains 9219 members 
Mstep: Class 42 contains 1954 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 4866 members 
Mstep: Class 45 contains 18868 members 
Mstep: Class 46 contains 5991 members 
Mstep: Class 47 contains 11159 members 
Mstep: Class 48 contains 3952 members 
Mstep: Class 49 contains 644 members 
Mstep: Class 50 contains 4926 members 
Mstep: Class 51 contains 14973 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1074 members 
Mstep: Class 54 contains 28164 members 
Mstep: Class 55 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133731464.000000 Penalty: 190680.203125
Iteration 105Q: 56 clusters Score -1.337315e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 17972 members 
Mstep: Class 3 contains 22695 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 8798 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 35157 members 
Mstep: Class 8 contains 9702 members 
Mstep: Class 9 contains 15232 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5594 members 
Mstep: Class 12 contains 188480 members 
Mstep: Class 13 contains 187588 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4702 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 18701 members 
Mstep: Class 21 contains 20796 members 
Mstep: Class 22 contains 2418 members 
Mstep: Class 23 contains 44555 members 
Mstep: Class 24 contains 5761 members 
Mstep: Class 25 contains 11709 members 
Mstep: Class 26 contains 54470 members 
Mstep: Class 27 contains 26449 members 
Mstep: Class 28 contains 66003 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 2663 members 
Mstep: Class 31 contains 9706 members 
Mstep: Class 32 contains 10397 members 
Mstep: Class 33 contains 176036 members 
Mstep: Class 34 contains 8274 members 
Mstep: Class 35 contains 41874 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 4310 members 
Mstep: Class 40 contains 2358 members 
Mstep: Class 41 contains 9235 members 
Mstep: Class 42 contains 1957 members 
Mstep: Class 43 contains 569 members 
Mstep: Class 44 contains 4749 members 
Mstep: Class 45 contains 18870 members 
Mstep: Class 46 contains 5992 members 
Mstep: Class 47 contains 11159 members 
Mstep: Class 48 contains 4004 members 
Mstep: Class 49 contains 640 members 
Mstep: Class 50 contains 4928 members 
Mstep: Class 51 contains 15123 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1072 members 
Mstep: Class 54 contains 28027 members 
Mstep: Class 55 contains 8681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133731688.000000 Penalty: 190680.203125
Iteration 106Q: 56 clusters Score -1.337317e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 17986 members 
Mstep: Class 3 contains 22688 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 8793 members 
Mstep: Class 6 contains 1960 members 
Mstep: Class 7 contains 35113 members 
Mstep: Class 8 contains 9713 members 
Mstep: Class 9 contains 15241 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 188485 members 
Mstep: Class 13 contains 187580 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4707 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 17 contains 6057 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 18703 members 
Mstep: Class 21 contains 20784 members 
Mstep: Class 22 contains 2428 members 
Mstep: Class 23 contains 44565 members 
Mstep: Class 24 contains 5766 members 
Mstep: Class 25 contains 11699 members 
Mstep: Class 26 contains 54450 members 
Mstep: Class 27 contains 26432 members 
Mstep: Class 28 contains 65901 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 2661 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 10392 members 
Mstep: Class 33 contains 176031 members 
Mstep: Class 34 contains 8278 members 
Mstep: Class 35 contains 41940 members 
Mstep: Class 36 contains 6324 members 
Mstep: Class 37 contains 984 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 4309 members 
Mstep: Class 40 contains 2358 members 
Mstep: Class 41 contains 9248 members 
Mstep: Class 42 contains 1959 members 
Mstep: Class 43 contains 569 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 18866 members 
Mstep: Class 46 contains 6000 members 
Mstep: Class 47 contains 11159 members 
Mstep: Class 48 contains 4042 members 
Mstep: Class 49 contains 629 members 
Mstep: Class 50 contains 4930 members 
Mstep: Class 51 contains 15270 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1073 members 
Mstep: Class 54 contains 27871 members 
Mstep: Class 55 contains 8681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133731848.000000 Penalty: 190680.203125
Iteration 107Q: 56 clusters Score -1.337318e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 17996 members 
Mstep: Class 3 contains 22684 members 
Mstep: Class 4 contains 4374 members 
Mstep: Class 5 contains 8795 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 35070 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 15247 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 188490 members 
Mstep: Class 13 contains 187572 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4710 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 17 contains 6059 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 18703 members 
Mstep: Class 21 contains 20771 members 
Mstep: Class 22 contains 2431 members 
Mstep: Class 23 contains 44577 members 
Mstep: Class 24 contains 5766 members 
Mstep: Class 25 contains 11691 members 
Mstep: Class 26 contains 54438 members 
Mstep: Class 27 contains 26410 members 
Mstep: Class 28 contains 65792 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 2662 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 10386 members 
Mstep: Class 33 contains 176030 members 
Mstep: Class 34 contains 8276 members 
Mstep: Class 35 contains 42023 members 
Mstep: Class 36 contains 6313 members 
Mstep: Class 37 contains 998 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 4309 members 
Mstep: Class 40 contains 2357 members 
Mstep: Class 41 contains 9254 members 
Mstep: Class 42 contains 1961 members 
Mstep: Class 43 contains 569 members 
Mstep: Class 44 contains 4526 members 
Mstep: Class 45 contains 18863 members 
Mstep: Class 46 contains 5999 members 
Mstep: Class 47 contains 11158 members 
Mstep: Class 48 contains 4083 members 
Mstep: Class 49 contains 615 members 
Mstep: Class 50 contains 4932 members 
Mstep: Class 51 contains 15423 members 
Mstep: Class 52 contains 456 members 
Mstep: Class 53 contains 1074 members 
Mstep: Class 54 contains 27697 members 
Mstep: Class 55 contains 8679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133732184.000000 Penalty: 190680.203125
Iteration 108Q: 56 clusters Score -1.337322e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 18008 members 
Mstep: Class 3 contains 22686 members 
Mstep: Class 4 contains 4384 members 
Mstep: Class 5 contains 8799 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 35016 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 15254 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 5598 members 
Mstep: Class 12 contains 188486 members 
Mstep: Class 13 contains 187559 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4716 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18705 members 
Mstep: Class 21 contains 20759 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 44590 members 
Mstep: Class 24 contains 5767 members 
Mstep: Class 25 contains 11686 members 
Mstep: Class 26 contains 54409 members 
Mstep: Class 27 contains 26391 members 
Mstep: Class 28 contains 65677 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 2660 members 
Mstep: Class 31 contains 9900 members 
Mstep: Class 32 contains 10381 members 
Mstep: Class 33 contains 176027 members 
Mstep: Class 34 contains 8277 members 
Mstep: Class 35 contains 42122 members 
Mstep: Class 36 contains 6309 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 4309 members 
Mstep: Class 40 contains 2355 members 
Mstep: Class 41 contains 9264 members 
Mstep: Class 42 contains 1961 members 
Mstep: Class 43 contains 569 members 
Mstep: Class 44 contains 4439 members 
Mstep: Class 45 contains 18859 members 
Mstep: Class 46 contains 6000 members 
Mstep: Class 47 contains 11157 members 
Mstep: Class 48 contains 4115 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 4933 members 
Mstep: Class 51 contains 15583 members 
Mstep: Class 52 contains 457 members 
Mstep: Class 53 contains 1077 members 
Mstep: Class 54 contains 27541 members 
Mstep: Class 55 contains 8674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133732272.000000 Penalty: 190680.203125
Iteration 109Q: 56 clusters Score -1.337323e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 18023 members 
Mstep: Class 3 contains 22698 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 8798 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 34969 members 
Mstep: Class 8 contains 9744 members 
Mstep: Class 9 contains 15268 members 
Mstep: Class 10 contains 4871 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 188478 members 
Mstep: Class 13 contains 187544 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4715 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 5368 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18710 members 
Mstep: Class 21 contains 20747 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 44592 members 
Mstep: Class 24 contains 5766 members 
Mstep: Class 25 contains 11683 members 
Mstep: Class 26 contains 54384 members 
Mstep: Class 27 contains 26375 members 
Mstep: Class 28 contains 65542 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 9953 members 
Mstep: Class 32 contains 10375 members 
Mstep: Class 33 contains 176023 members 
Mstep: Class 34 contains 8277 members 
Mstep: Class 35 contains 42200 members 
Mstep: Class 36 contains 6306 members 
Mstep: Class 37 contains 1021 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 4309 members 
Mstep: Class 40 contains 2355 members 
Mstep: Class 41 contains 9267 members 
Mstep: Class 42 contains 1961 members 
Mstep: Class 43 contains 569 members 
Mstep: Class 44 contains 4359 members 
Mstep: Class 45 contains 18855 members 
Mstep: Class 46 contains 6006 members 
Mstep: Class 47 contains 11156 members 
Mstep: Class 48 contains 4140 members 
Mstep: Class 49 contains 586 members 
Mstep: Class 50 contains 4932 members 
Mstep: Class 51 contains 15751 members 
Mstep: Class 52 contains 460 members 
Mstep: Class 53 contains 1079 members 
Mstep: Class 54 contains 27409 members 
Mstep: Class 55 contains 8673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133732784.000000 Penalty: 190680.203125
Iteration 110Q: 56 clusters Score -1.337328e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 18031 members 
Mstep: Class 3 contains 22696 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 8797 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 9756 members 
Mstep: Class 9 contains 15277 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 188489 members 
Mstep: Class 13 contains 187517 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4716 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 5368 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18726 members 
Mstep: Class 21 contains 20741 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 44602 members 
Mstep: Class 24 contains 5768 members 
Mstep: Class 25 contains 11680 members 
Mstep: Class 26 contains 54359 members 
Mstep: Class 27 contains 26366 members 
Mstep: Class 28 contains 65420 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 10005 members 
Mstep: Class 32 contains 10372 members 
Mstep: Class 33 contains 176019 members 
Mstep: Class 34 contains 8279 members 
Mstep: Class 35 contains 42263 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5557 members 
Mstep: Class 39 contains 4309 members 
Mstep: Class 40 contains 2355 members 
Mstep: Class 41 contains 9272 members 
Mstep: Class 42 contains 1961 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 18856 members 
Mstep: Class 46 contains 6006 members 
Mstep: Class 47 contains 11154 members 
Mstep: Class 48 contains 4157 members 
Mstep: Class 49 contains 577 members 
Mstep: Class 50 contains 4933 members 
Mstep: Class 51 contains 15898 members 
Mstep: Class 52 contains 464 members 
Mstep: Class 53 contains 1080 members 
Mstep: Class 54 contains 27298 members 
Mstep: Class 55 contains 8671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133733512.000000 Penalty: 190680.203125
Iteration 111Q: 56 clusters Score -1.337335e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 18038 members 
Mstep: Class 3 contains 22705 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 8795 members 
Mstep: Class 6 contains 2533 members 
Mstep: Class 7 contains 34887 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 15289 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 188484 members 
Mstep: Class 13 contains 187490 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4712 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18738 members 
Mstep: Class 21 contains 20727 members 
Mstep: Class 22 contains 2149 members 
Mstep: Class 23 contains 44615 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11676 members 
Mstep: Class 26 contains 54314 members 
Mstep: Class 27 contains 26346 members 
Mstep: Class 28 contains 65302 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 2658 members 
Mstep: Class 31 contains 10038 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 176013 members 
Mstep: Class 34 contains 8278 members 
Mstep: Class 35 contains 42340 members 
Mstep: Class 36 contains 6287 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 5558 members 
Mstep: Class 39 contains 4310 members 
Mstep: Class 40 contains 2355 members 
Mstep: Class 41 contains 9273 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4273 members 
Mstep: Class 45 contains 18857 members 
Mstep: Class 46 contains 6005 members 
Mstep: Class 47 contains 11156 members 
Mstep: Class 48 contains 4191 members 
Mstep: Class 49 contains 571 members 
Mstep: Class 50 contains 4933 members 
Mstep: Class 51 contains 16052 members 
Mstep: Class 52 contains 464 members 
Mstep: Class 53 contains 1083 members 
Mstep: Class 54 contains 27193 members 
Mstep: Class 55 contains 8670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133733992.000000 Penalty: 190680.203125
Iteration 112Q: 56 clusters Score -1.33734e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 22700 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 8793 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 34850 members 
Mstep: Class 8 contains 9783 members 
Mstep: Class 9 contains 15295 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5599 members 
Mstep: Class 12 contains 188487 members 
Mstep: Class 13 contains 187458 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4712 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 5365 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 2080 members 
Mstep: Class 23 contains 44622 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11668 members 
Mstep: Class 26 contains 54297 members 
Mstep: Class 27 contains 26327 members 
Mstep: Class 28 contains 65191 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 2658 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 176004 members 
Mstep: Class 34 contains 8279 members 
Mstep: Class 35 contains 42413 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 1125 members 
Mstep: Class 38 contains 5560 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2355 members 
Mstep: Class 41 contains 9273 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4251 members 
Mstep: Class 45 contains 18857 members 
Mstep: Class 46 contains 6005 members 
Mstep: Class 47 contains 11154 members 
Mstep: Class 48 contains 4222 members 
Mstep: Class 49 contains 566 members 
Mstep: Class 50 contains 4934 members 
Mstep: Class 51 contains 16209 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1086 members 
Mstep: Class 54 contains 27104 members 
Mstep: Class 55 contains 8670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133734264.000000 Penalty: 190680.203125
Iteration 113Q: 56 clusters Score -1.337343e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 18048 members 
Mstep: Class 3 contains 22692 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 8794 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 34833 members 
Mstep: Class 8 contains 9787 members 
Mstep: Class 9 contains 15302 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188485 members 
Mstep: Class 13 contains 187434 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4717 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18726 members 
Mstep: Class 21 contains 20706 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 44632 members 
Mstep: Class 24 contains 5770 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 54247 members 
Mstep: Class 27 contains 26312 members 
Mstep: Class 28 contains 65084 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 2658 members 
Mstep: Class 31 contains 10117 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 175994 members 
Mstep: Class 34 contains 8279 members 
Mstep: Class 35 contains 42477 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 5560 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2355 members 
Mstep: Class 41 contains 9275 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4238 members 
Mstep: Class 45 contains 18856 members 
Mstep: Class 46 contains 6005 members 
Mstep: Class 47 contains 11153 members 
Mstep: Class 48 contains 4254 members 
Mstep: Class 49 contains 563 members 
Mstep: Class 50 contains 4934 members 
Mstep: Class 51 contains 16377 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1088 members 
Mstep: Class 54 contains 27014 members 
Mstep: Class 55 contains 8668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133734280.000000 Penalty: 190680.203125
Iteration 114Q: 56 clusters Score -1.337343e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 18053 members 
Mstep: Class 3 contains 22687 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 8794 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 34804 members 
Mstep: Class 8 contains 9791 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 188492 members 
Mstep: Class 13 contains 187415 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4714 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 5363 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18735 members 
Mstep: Class 21 contains 20700 members 
Mstep: Class 22 contains 1971 members 
Mstep: Class 23 contains 44645 members 
Mstep: Class 24 contains 5770 members 
Mstep: Class 25 contains 11663 members 
Mstep: Class 26 contains 54207 members 
Mstep: Class 27 contains 26298 members 
Mstep: Class 28 contains 64979 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 10150 members 
Mstep: Class 32 contains 10370 members 
Mstep: Class 33 contains 175987 members 
Mstep: Class 34 contains 8275 members 
Mstep: Class 35 contains 42532 members 
Mstep: Class 36 contains 6287 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 5561 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9275 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4232 members 
Mstep: Class 45 contains 18856 members 
Mstep: Class 46 contains 6005 members 
Mstep: Class 47 contains 11152 members 
Mstep: Class 48 contains 4280 members 
Mstep: Class 49 contains 563 members 
Mstep: Class 50 contains 4934 members 
Mstep: Class 51 contains 16532 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 26938 members 
Mstep: Class 55 contains 8667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133734520.000000 Penalty: 190680.203125
Iteration 115Q: 56 clusters Score -1.337345e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 18061 members 
Mstep: Class 3 contains 22686 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8793 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 34764 members 
Mstep: Class 8 contains 9798 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188494 members 
Mstep: Class 13 contains 187396 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 4711 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18736 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 44661 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11659 members 
Mstep: Class 26 contains 54171 members 
Mstep: Class 27 contains 26275 members 
Mstep: Class 28 contains 64863 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2658 members 
Mstep: Class 31 contains 10177 members 
Mstep: Class 32 contains 10370 members 
Mstep: Class 33 contains 175977 members 
Mstep: Class 34 contains 8275 members 
Mstep: Class 35 contains 42594 members 
Mstep: Class 36 contains 6284 members 
Mstep: Class 37 contains 1201 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9274 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4231 members 
Mstep: Class 45 contains 18859 members 
Mstep: Class 46 contains 6007 members 
Mstep: Class 47 contains 11151 members 
Mstep: Class 48 contains 4306 members 
Mstep: Class 49 contains 562 members 
Mstep: Class 50 contains 4934 members 
Mstep: Class 51 contains 16710 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1094 members 
Mstep: Class 54 contains 26857 members 
Mstep: Class 55 contains 8667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133734656.000000 Penalty: 190680.203125
Iteration 116Q: 56 clusters Score -1.337347e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 18068 members 
Mstep: Class 3 contains 22683 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 8793 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 34728 members 
Mstep: Class 8 contains 9801 members 
Mstep: Class 9 contains 15314 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 188504 members 
Mstep: Class 13 contains 187367 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 4707 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 5363 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18734 members 
Mstep: Class 21 contains 20684 members 
Mstep: Class 22 contains 1904 members 
Mstep: Class 23 contains 44663 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11653 members 
Mstep: Class 26 contains 54143 members 
Mstep: Class 27 contains 26251 members 
Mstep: Class 28 contains 64742 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2658 members 
Mstep: Class 31 contains 10206 members 
Mstep: Class 32 contains 10370 members 
Mstep: Class 33 contains 175968 members 
Mstep: Class 34 contains 8279 members 
Mstep: Class 35 contains 42667 members 
Mstep: Class 36 contains 6279 members 
Mstep: Class 37 contains 1219 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9278 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4229 members 
Mstep: Class 45 contains 18858 members 
Mstep: Class 46 contains 6010 members 
Mstep: Class 47 contains 11151 members 
Mstep: Class 48 contains 4327 members 
Mstep: Class 49 contains 563 members 
Mstep: Class 50 contains 4934 members 
Mstep: Class 51 contains 16893 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1095 members 
Mstep: Class 54 contains 26776 members 
Mstep: Class 55 contains 8664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133734800.000000 Penalty: 190680.203125
Iteration 117Q: 56 clusters Score -1.337348e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 18074 members 
Mstep: Class 3 contains 22680 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 8794 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 34700 members 
Mstep: Class 8 contains 9808 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 188513 members 
Mstep: Class 13 contains 187334 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 4703 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18732 members 
Mstep: Class 21 contains 20677 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 44661 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11648 members 
Mstep: Class 26 contains 54111 members 
Mstep: Class 27 contains 26224 members 
Mstep: Class 28 contains 64626 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2658 members 
Mstep: Class 31 contains 10234 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 175960 members 
Mstep: Class 34 contains 8282 members 
Mstep: Class 35 contains 42735 members 
Mstep: Class 36 contains 6273 members 
Mstep: Class 37 contains 1231 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4311 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9283 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4229 members 
Mstep: Class 45 contains 18863 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4350 members 
Mstep: Class 49 contains 564 members 
Mstep: Class 50 contains 4935 members 
Mstep: Class 51 contains 17075 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1095 members 
Mstep: Class 54 contains 26704 members 
Mstep: Class 55 contains 8664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133734800.000000 Penalty: 190680.203125
Iteration 118Q: 56 clusters Score -1.337348e+08 nChanged 618
Entering ConstructFrom: 
Score: -133734800.000000 Penalty: 190680.203125
Entering ConstructFrom: 
Trying to split cluster 1 (15626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Entering Unmasked Estep 
Score: -1821464.625000 Penalty: 2394.859619
	Iteration 0F: 2 clusters Score -1821465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1810268.250000 Penalty: 4789.719238
	Iteration 0F: 3 clusters Score -1810268 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1814010.125000 Penalty: 4789.719238
	Iteration 1F: 3 clusters Score -1814010 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1814550.625000 Penalty: 4789.719238
	Iteration 2F: 3 clusters Score -1814551 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1815244.625000 Penalty: 4789.719238
	Iteration 3F: 3 clusters Score -1815245 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1816205.000000 Penalty: 4789.719238
	Iteration 4F: 3 clusters Score -1816205 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1817359.875000 Penalty: 4789.719238
	Iteration 5F: 3 clusters Score -1817360 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1818495.500000 Penalty: 4789.719238
	Iteration 6F: 3 clusters Score -1818496 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1819425.000000 Penalty: 4789.719238
	Iteration 7F: 3 clusters Score -1819425 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1820067.000000 Penalty: 4789.719238
	Iteration 8F: 3 clusters Score -1820067 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1820486.875000 Penalty: 4789.719238
	Iteration 9Q: 3 clusters Score -1820487 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1820793.125000 Penalty: 4789.719238
	Iteration 10Q: 3 clusters Score -1820793 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1820985.125000 Penalty: 4789.719238
	Iteration 11Q: 3 clusters Score -1820985 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1821105.375000 Penalty: 4789.719238
	Iteration 12Q: 3 clusters Score -1821105 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1821162.125000 Penalty: 4789.719238
	Iteration 13Q: 3 clusters Score -1821162 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1821196.375000 Penalty: 4789.719238
	Iteration 14Q: 3 clusters Score -1821196 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1821215.500000 Penalty: 4789.719238
	Iteration 15Q: 3 clusters Score -1821216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1821237.000000 Penalty: 4789.719238
	Iteration 16Q: 3 clusters Score -1821237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1821239.375000 Penalty: 4789.719238
	Iteration 17Q: 3 clusters Score -1821239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1821243.750000 Penalty: 4789.719238
	Iteration 18Q: 3 clusters Score -1821244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1821249.625000 Penalty: 4789.719238
	Iteration 19Q: 3 clusters Score -1821250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1821257.625000 Penalty: 4789.719238
	Iteration 20F: 3 clusters Score -1821258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1821260.750000 Penalty: 4789.719238
	Iteration 21Q: 3 clusters Score -1821261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1821261.875000 Penalty: 4789.719238
	Iteration 22Q: 3 clusters Score -1821262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1821264.000000 Penalty: 4789.719238
	Iteration 23Q: 3 clusters Score -1821264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1821267.125000 Penalty: 4789.719238
	Iteration 24Q: 3 clusters Score -1821267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1821266.500000 Penalty: 4789.719238
	Iteration 25Q: 3 clusters Score -1821266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1821268.125000 Penalty: 4789.719238
	Iteration 26Q: 3 clusters Score -1821268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1821268.125000 Penalty: 4789.719238
	Iteration 27F: 3 clusters Score -1821268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Entering Unmasked Estep 
Score: -2136744.500000 Penalty: 2431.007812
	Iteration 0F: 2 clusters Score -2136744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2123923.500000 Penalty: 4862.015625
	Iteration 0F: 3 clusters Score -2123924 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2128291.250000 Penalty: 4862.015625
	Iteration 1F: 3 clusters Score -2128291 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2128810.000000 Penalty: 4862.015625
	Iteration 2F: 3 clusters Score -2128810 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2129194.500000 Penalty: 4862.015625
	Iteration 3F: 3 clusters Score -2129194 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2129542.750000 Penalty: 4862.015625
	Iteration 4Q: 3 clusters Score -2129543 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2129918.750000 Penalty: 4862.015625
	Iteration 5Q: 3 clusters Score -2129919 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2130256.750000 Penalty: 4862.015625
	Iteration 6Q: 3 clusters Score -2130257 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2130611.500000 Penalty: 4862.015625
	Iteration 7Q: 3 clusters Score -2130612 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2131038.750000 Penalty: 4862.015625
	Iteration 8Q: 3 clusters Score -2131039 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2131609.500000 Penalty: 4862.015625
	Iteration 9Q: 3 clusters Score -2131610 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2132238.500000 Penalty: 4862.015625
	Iteration 10Q: 3 clusters Score -2132238 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2132745.750000 Penalty: 4862.015625
	Iteration 11Q: 3 clusters Score -2132746 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2133167.750000 Penalty: 4862.015625
	Iteration 12Q: 3 clusters Score -2133168 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2133514.000000 Penalty: 4862.015625
	Iteration 13Q: 3 clusters Score -2133514 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2133818.250000 Penalty: 4862.015625
	Iteration 14Q: 3 clusters Score -2133818 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2134113.000000 Penalty: 4862.015625
	Iteration 15Q: 3 clusters Score -2134113 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2134362.750000 Penalty: 4862.015625
	Iteration 16Q: 3 clusters Score -2134363 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2134588.500000 Penalty: 4862.015625
	Iteration 17Q: 3 clusters Score -2134588 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2134757.250000 Penalty: 4862.015625
	Iteration 18Q: 3 clusters Score -2134757 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2134899.750000 Penalty: 4862.015625
	Iteration 19Q: 3 clusters Score -2134900 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2135011.500000 Penalty: 4862.015625
	Iteration 20F: 3 clusters Score -2135012 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2135091.500000 Penalty: 4862.015625
	Iteration 21Q: 3 clusters Score -2135092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2135135.750000 Penalty: 4862.015625
	Iteration 22Q: 3 clusters Score -2135136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2135162.500000 Penalty: 4862.015625
	Iteration 23Q: 3 clusters Score -2135162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2135200.250000 Penalty: 4862.015625
	Iteration 24Q: 3 clusters Score -2135200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2135225.500000 Penalty: 4862.015625
	Iteration 25Q: 3 clusters Score -2135226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2135242.750000 Penalty: 4862.015625
	Iteration 26Q: 3 clusters Score -2135243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2135267.500000 Penalty: 4862.015625
	Iteration 27Q: 3 clusters Score -2135268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2135276.000000 Penalty: 4862.015625
	Iteration 28Q: 3 clusters Score -2135276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2135288.750000 Penalty: 4862.015625
	Iteration 29Q: 3 clusters Score -2135289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2135304.500000 Penalty: 4862.015625
	Iteration 30Q: 3 clusters Score -2135304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2135314.250000 Penalty: 4862.015625
	Iteration 31Q: 3 clusters Score -2135314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2135326.000000 Penalty: 4862.015625
	Iteration 32Q: 3 clusters Score -2135326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2135334.500000 Penalty: 4862.015625
	Iteration 33Q: 3 clusters Score -2135334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2135335.000000 Penalty: 4862.015625
	Iteration 34Q: 3 clusters Score -2135335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2135340.750000 Penalty: 4862.015625
	Iteration 35Q: 3 clusters Score -2135341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2135353.000000 Penalty: 4862.015625
	Iteration 36Q: 3 clusters Score -2135353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2135353.250000 Penalty: 4862.015625
	Iteration 37Q: 3 clusters Score -2135353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2135355.500000 Penalty: 4862.015625
	Iteration 38Q: 3 clusters Score -2135356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2135366.000000 Penalty: 4862.015625
	Iteration 39Q: 3 clusters Score -2135366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2135366.750000 Penalty: 4862.015625
	Iteration 40F: 3 clusters Score -2135367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2135367.750000 Penalty: 4862.015625
	Iteration 41Q: 3 clusters Score -2135368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2135370.000000 Penalty: 4862.015625
	Iteration 42Q: 3 clusters Score -2135370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2135368.250000 Penalty: 4862.015625
	Iteration 43Q: 3 clusters Score -2135368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2135369.750000 Penalty: 4862.015625
	Iteration 44Q: 3 clusters Score -2135370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2135371.000000 Penalty: 4862.015625
	Iteration 45Q: 3 clusters Score -2135371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2135373.500000 Penalty: 4862.015625
	Iteration 46Q: 3 clusters Score -2135374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2135371.750000 Penalty: 4862.015625
	Iteration 47Q: 3 clusters Score -2135372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2135371.750000 Penalty: 4862.015625
	Iteration 48F: 3 clusters Score -2135372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Entering Unmasked Estep 
Score: -2672232.750000 Penalty: 2487.229492
	Iteration 0F: 2 clusters Score -2672233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2656474.250000 Penalty: 4974.458984
	Iteration 0F: 3 clusters Score -2656474 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2661947.000000 Penalty: 4974.458984
	Iteration 1F: 3 clusters Score -2661947 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2662496.000000 Penalty: 4974.458984
	Iteration 2F: 3 clusters Score -2662496 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2663079.750000 Penalty: 4974.458984
	Iteration 3F: 3 clusters Score -2663080 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2663663.750000 Penalty: 4974.458984
	Iteration 4F: 3 clusters Score -2663664 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2664402.500000 Penalty: 4974.458984
	Iteration 5F: 3 clusters Score -2664402 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2665305.750000 Penalty: 4974.458984
	Iteration 6F: 3 clusters Score -2665306 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2666321.750000 Penalty: 4974.458984
	Iteration 7F: 3 clusters Score -2666322 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2667418.500000 Penalty: 4974.458984
	Iteration 8F: 3 clusters Score -2667418 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2668416.750000 Penalty: 4974.458984
	Iteration 9F: 3 clusters Score -2668417 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2669231.500000 Penalty: 4974.458984
	Iteration 10Q: 3 clusters Score -2669232 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2669836.500000 Penalty: 4974.458984
	Iteration 11Q: 3 clusters Score -2669836 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2670274.500000 Penalty: 4974.458984
	Iteration 12Q: 3 clusters Score -2670274 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2670579.250000 Penalty: 4974.458984
	Iteration 13Q: 3 clusters Score -2670579 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2670776.000000 Penalty: 4974.458984
	Iteration 14Q: 3 clusters Score -2670776 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2670892.000000 Penalty: 4974.458984
	Iteration 15Q: 3 clusters Score -2670892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2670986.250000 Penalty: 4974.458984
	Iteration 16Q: 3 clusters Score -2670986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2671061.500000 Penalty: 4974.458984
	Iteration 17Q: 3 clusters Score -2671062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2671097.250000 Penalty: 4974.458984
	Iteration 18Q: 3 clusters Score -2671097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2671110.250000 Penalty: 4974.458984
	Iteration 19Q: 3 clusters Score -2671110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2671119.750000 Penalty: 4974.458984
	Iteration 20F: 3 clusters Score -2671120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2671133.000000 Penalty: 4974.458984
	Iteration 21Q: 3 clusters Score -2671133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2671143.000000 Penalty: 4974.458984
	Iteration 22Q: 3 clusters Score -2671143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2671152.500000 Penalty: 4974.458984
	Iteration 23Q: 3 clusters Score -2671152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2671154.000000 Penalty: 4974.458984
	Iteration 24Q: 3 clusters Score -2671154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2671155.750000 Penalty: 4974.458984
	Iteration 25Q: 3 clusters Score -2671156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2671160.250000 Penalty: 4974.458984
	Iteration 26Q: 3 clusters Score -2671160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2671163.750000 Penalty: 4974.458984
	Iteration 27Q: 3 clusters Score -2671164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2671160.500000 Penalty: 4974.458984
	Iteration 28Q: 3 clusters Score -2671160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2671159.250000 Penalty: 4974.458984
	Iteration 29Q: 3 clusters Score -2671159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2671161.500000 Penalty: 4974.458984
	Iteration 30Q: 3 clusters Score -2671162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2671161.500000 Penalty: 4974.458984
	Iteration 31F: 3 clusters Score -2671162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -460587.593750 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -460587.6 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 2283 members 
Entering Unmasked Estep 
Score: -456407.718750 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -456407.7 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -457482.875000 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -457482.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -457828.906250 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -457828.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -458118.187500 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -458118.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -458415.250000 Penalty: 4171.496582
	Iteration 4F: 3 clusters Score -458415.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -458650.562500 Penalty: 4171.496582
	Iteration 5F: 3 clusters Score -458650.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -458772.125000 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -458772.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -458852.656250 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -458852.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -458918.781250 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -458918.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -458962.906250 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -458962.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -458993.687500 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -458993.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -459017.750000 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -459017.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -459038.500000 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -459038.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -459060.812500 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -459060.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -459087.218750 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -459087.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -459113.343750 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -459113.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -459136.062500 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -459136.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -459146.468750 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -459146.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -459151.562500 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -459151.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -459158.281250 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -459158.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -459164.000000 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -459164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -459170.000000 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -459170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -459174.781250 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -459174.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -459178.156250 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -459178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -459182.718750 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -459182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -459186.125000 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -459186.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -459191.687500 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -459191.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -459195.343750 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -459195.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -459197.687500 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -459197.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -459200.656250 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -459200.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -459203.625000 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -459203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -459205.000000 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -459205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -459206.937500 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -459206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -459208.406250 Penalty: 4171.496582
	Iteration 33Q: 3 clusters Score -459208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -459208.968750 Penalty: 4171.496582
	Iteration 34Q: 3 clusters Score -459209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -459208.968750 Penalty: 4171.496582
	Iteration 35F: 3 clusters Score -459209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Entering Unmasked Estep 
Score: -1005349.375000 Penalty: 2252.236084
	Iteration 0F: 2 clusters Score -1005349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -998459.375000 Penalty: 4504.472168
	Iteration 0F: 3 clusters Score -998459.4 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1000964.187500 Penalty: 4504.472168
	Iteration 1F: 3 clusters Score -1000964 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1001800.687500 Penalty: 4504.472168
	Iteration 2F: 3 clusters Score -1001801 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1002603.250000 Penalty: 4504.472168
	Iteration 3F: 3 clusters Score -1002603 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1003213.562500 Penalty: 4504.472168
	Iteration 4F: 3 clusters Score -1003214 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1003615.125000 Penalty: 4504.472168
	Iteration 5F: 3 clusters Score -1003615 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1003917.937500 Penalty: 4504.472168
	Iteration 6Q: 3 clusters Score -1003918 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1004107.750000 Penalty: 4504.472168
	Iteration 7Q: 3 clusters Score -1004108 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1004249.125000 Penalty: 4504.472168
	Iteration 8Q: 3 clusters Score -1004249 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1004341.687500 Penalty: 4504.472168
	Iteration 9Q: 3 clusters Score -1004342 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1004453.187500 Penalty: 4504.472168
	Iteration 10Q: 3 clusters Score -1004453 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1004587.437500 Penalty: 4504.472168
	Iteration 11Q: 3 clusters Score -1004587 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1004737.250000 Penalty: 4504.472168
	Iteration 12Q: 3 clusters Score -1004737 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1004884.937500 Penalty: 4504.472168
	Iteration 13Q: 3 clusters Score -1004885 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1004999.875000 Penalty: 4504.472168
	Iteration 14Q: 3 clusters Score -1005000 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1005074.812500 Penalty: 4504.472168
	Iteration 15Q: 3 clusters Score -1005075 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1005126.687500 Penalty: 4504.472168
	Iteration 16Q: 3 clusters Score -1005127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1005156.875000 Penalty: 4504.472168
	Iteration 17Q: 3 clusters Score -1005157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1005176.562500 Penalty: 4504.472168
	Iteration 18Q: 3 clusters Score -1005177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1005181.625000 Penalty: 4504.472168
	Iteration 19Q: 3 clusters Score -1005182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1005188.687500 Penalty: 4504.472168
	Iteration 20F: 3 clusters Score -1005189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1005193.250000 Penalty: 4504.472168
	Iteration 21Q: 3 clusters Score -1005193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1005196.125000 Penalty: 4504.472168
	Iteration 22Q: 3 clusters Score -1005196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1005194.750000 Penalty: 4504.472168
	Iteration 23Q: 3 clusters Score -1005195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1005196.875000 Penalty: 4504.472168
	Iteration 24Q: 3 clusters Score -1005197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1005197.312500 Penalty: 4504.472168
	Iteration 25Q: 3 clusters Score -1005197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1005197.312500 Penalty: 4504.472168
	Iteration 26F: 3 clusters Score -1005197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -378959.875000 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -378959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -375993.531250 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -375993.5 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -377733.375000 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -377733.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -379989.093750 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -379989.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -380998.812500 Penalty: 3924.924805
	Iteration 3F: 3 clusters Score -380998.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -381444.375000 Penalty: 3924.924805
	Iteration 4F: 3 clusters Score -381444.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -381678.500000 Penalty: 3924.924805
	Iteration 5F: 3 clusters Score -381678.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -381797.187500 Penalty: 3924.924805
	Iteration 6Q: 3 clusters Score -381797.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -381890.750000 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -381890.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -381956.375000 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -381956.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -381999.375000 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -381999.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -382023.000000 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -382023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -382033.656250 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -382033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -382042.531250 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -382042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -382047.875000 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -382047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -382056.343750 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -382056.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -382068.687500 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -382068.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -382077.406250 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -382077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -382086.375000 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -382086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -382093.187500 Penalty: 3924.924805
	Iteration 18Q: 3 clusters Score -382093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -382102.937500 Penalty: 3924.924805
	Iteration 19Q: 3 clusters Score -382102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -382105.625000 Penalty: 3924.924805
	Iteration 20F: 3 clusters Score -382105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -382113.781250 Penalty: 3924.924805
	Iteration 21Q: 3 clusters Score -382113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -382119.312500 Penalty: 3924.924805
	Iteration 22Q: 3 clusters Score -382119.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -382124.812500 Penalty: 3924.924805
	Iteration 23Q: 3 clusters Score -382124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -382126.031250 Penalty: 3924.924805
	Iteration 24Q: 3 clusters Score -382126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -382132.625000 Penalty: 3924.924805
	Iteration 25Q: 3 clusters Score -382132.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -382138.906250 Penalty: 3924.924805
	Iteration 26Q: 3 clusters Score -382138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -382145.906250 Penalty: 3924.924805
	Iteration 27Q: 3 clusters Score -382145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -382166.031250 Penalty: 3924.924805
	Iteration 28Q: 3 clusters Score -382166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -382183.156250 Penalty: 3924.924805
	Iteration 29Q: 3 clusters Score -382183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -382193.000000 Penalty: 3924.924805
	Iteration 30Q: 3 clusters Score -382193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -382198.281250 Penalty: 3924.924805
	Iteration 31Q: 3 clusters Score -382198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -382199.968750 Penalty: 3924.924805
	Iteration 32Q: 3 clusters Score -382200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -382201.625000 Penalty: 3924.924805
	Iteration 33Q: 3 clusters Score -382201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -382204.500000 Penalty: 3924.924805
	Iteration 34Q: 3 clusters Score -382204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -382214.531250 Penalty: 3924.924805
	Iteration 35Q: 3 clusters Score -382214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -382217.281250 Penalty: 3924.924805
	Iteration 36Q: 3 clusters Score -382217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -382217.468750 Penalty: 3924.924805
	Iteration 37Q: 3 clusters Score -382217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -382217.468750 Penalty: 3924.924805
	Iteration 38F: 3 clusters Score -382217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 15320 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 4702 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 20673 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 1234 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Entering Unmasked Estep 
Score: -133736720.000000 Penalty: 194147.109375
Splitting cluster 6 changes total score from -133734800.000000 to -133736720.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 7 (34675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Entering Unmasked Estep 
Score: -4060465.500000 Penalty: 2592.536133
	Iteration 0F: 2 clusters Score -4060466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -4036934.500000 Penalty: 5185.072266
	Iteration 0F: 3 clusters Score -4036934 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4045656.000000 Penalty: 5185.072266
	Iteration 1F: 3 clusters Score -4045656 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4046450.750000 Penalty: 5185.072266
	Iteration 2F: 3 clusters Score -4046451 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4047469.000000 Penalty: 5185.072266
	Iteration 3F: 3 clusters Score -4047469 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4048845.250000 Penalty: 5185.072266
	Iteration 4F: 3 clusters Score -4048845 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4050546.500000 Penalty: 5185.072266
	Iteration 5F: 3 clusters Score -4050546 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4052632.000000 Penalty: 5185.072266
	Iteration 6F: 3 clusters Score -4052632 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4054766.500000 Penalty: 5185.072266
	Iteration 7F: 3 clusters Score -4054766 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4056575.250000 Penalty: 5185.072266
	Iteration 8F: 3 clusters Score -4056575 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -4057732.000000 Penalty: 5185.072266
	Iteration 9Q: 3 clusters Score -4057732 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -4058481.750000 Penalty: 5185.072266
	Iteration 10Q: 3 clusters Score -4058482 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -4058915.000000 Penalty: 5185.072266
	Iteration 11Q: 3 clusters Score -4058915 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4059186.500000 Penalty: 5185.072266
	Iteration 12Q: 3 clusters Score -4059186 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -4059359.250000 Penalty: 5185.072266
	Iteration 13Q: 3 clusters Score -4059359 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -4059452.000000 Penalty: 5185.072266
	Iteration 14Q: 3 clusters Score -4059452 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4059500.750000 Penalty: 5185.072266
	Iteration 15Q: 3 clusters Score -4059501 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4059539.750000 Penalty: 5185.072266
	Iteration 16Q: 3 clusters Score -4059540 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -4059573.750000 Penalty: 5185.072266
	Iteration 17Q: 3 clusters Score -4059574 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -4059603.000000 Penalty: 5185.072266
	Iteration 18Q: 3 clusters Score -4059603 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4059611.750000 Penalty: 5185.072266
	Iteration 19Q: 3 clusters Score -4059612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4059626.000000 Penalty: 5185.072266
	Iteration 20F: 3 clusters Score -4059626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4059638.750000 Penalty: 5185.072266
	Iteration 21Q: 3 clusters Score -4059639 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -4059659.500000 Penalty: 5185.072266
	Iteration 22Q: 3 clusters Score -4059660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4059675.000000 Penalty: 5185.072266
	Iteration 23Q: 3 clusters Score -4059675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -4059680.000000 Penalty: 5185.072266
	Iteration 24Q: 3 clusters Score -4059680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -4059690.250000 Penalty: 5185.072266
	Iteration 25Q: 3 clusters Score -4059690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4059693.000000 Penalty: 5185.072266
	Iteration 26Q: 3 clusters Score -4059693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4059691.500000 Penalty: 5185.072266
	Iteration 27Q: 3 clusters Score -4059692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -4059695.000000 Penalty: 5185.072266
	Iteration 28Q: 3 clusters Score -4059695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -4059705.750000 Penalty: 5185.072266
	Iteration 29Q: 3 clusters Score -4059706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4059707.250000 Penalty: 5185.072266
	Iteration 30Q: 3 clusters Score -4059707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4059721.500000 Penalty: 5185.072266
	Iteration 31Q: 3 clusters Score -4059722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -4059735.750000 Penalty: 5185.072266
	Iteration 32Q: 3 clusters Score -4059736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4059742.000000 Penalty: 5185.072266
	Iteration 33Q: 3 clusters Score -4059742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -4059746.000000 Penalty: 5185.072266
	Iteration 34Q: 3 clusters Score -4059746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4059750.000000 Penalty: 5185.072266
	Iteration 35Q: 3 clusters Score -4059750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -4059757.750000 Penalty: 5185.072266
	Iteration 36Q: 3 clusters Score -4059758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4059758.500000 Penalty: 5185.072266
	Iteration 37Q: 3 clusters Score -4059758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -4059767.000000 Penalty: 5185.072266
	Iteration 38Q: 3 clusters Score -4059767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -4059770.000000 Penalty: 5185.072266
	Iteration 39Q: 3 clusters Score -4059770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4059778.250000 Penalty: 5185.072266
	Iteration 40F: 3 clusters Score -4059778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -4059786.250000 Penalty: 5185.072266
	Iteration 41Q: 3 clusters Score -4059786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -4059783.250000 Penalty: 5185.072266
	Iteration 42Q: 3 clusters Score -4059783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4059790.250000 Penalty: 5185.072266
	Iteration 43Q: 3 clusters Score -4059790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4059787.750000 Penalty: 5185.072266
	Iteration 44Q: 3 clusters Score -4059788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -4059789.750000 Penalty: 5185.072266
	Iteration 45Q: 3 clusters Score -4059790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -4059786.750000 Penalty: 5185.072266
	Iteration 46Q: 3 clusters Score -4059787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -4059790.250000 Penalty: 5185.072266
	Iteration 47Q: 3 clusters Score -4059790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4059797.250000 Penalty: 5185.072266
	Iteration 48Q: 3 clusters Score -4059797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -4059803.750000 Penalty: 5185.072266
	Iteration 49Q: 3 clusters Score -4059804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4059802.250000 Penalty: 5185.072266
	Iteration 50Q: 3 clusters Score -4059802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4059806.750000 Penalty: 5185.072266
	Iteration 51Q: 3 clusters Score -4059807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4059815.250000 Penalty: 5185.072266
	Iteration 52Q: 3 clusters Score -4059815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -4059812.750000 Penalty: 5185.072266
	Iteration 53Q: 3 clusters Score -4059813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4059812.750000 Penalty: 5185.072266
	Iteration 54Q: 3 clusters Score -4059813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -4059810.000000 Penalty: 5185.072266
	Iteration 55Q: 3 clusters Score -4059810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -4059803.000000 Penalty: 5185.072266
	Iteration 56Q: 3 clusters Score -4059803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -4059807.250000 Penalty: 5185.072266
	Iteration 57Q: 3 clusters Score -4059807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -4059820.250000 Penalty: 5185.072266
	Iteration 58Q: 3 clusters Score -4059820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4059822.000000 Penalty: 5185.072266
	Iteration 59Q: 3 clusters Score -4059822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -4059826.500000 Penalty: 5185.072266
	Iteration 60F: 3 clusters Score -4059826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -4059820.000000 Penalty: 5185.072266
	Iteration 61Q: 3 clusters Score -4059820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -4059835.000000 Penalty: 5185.072266
	Iteration 62Q: 3 clusters Score -4059835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4059846.750000 Penalty: 5185.072266
	Iteration 63Q: 3 clusters Score -4059847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4059851.750000 Penalty: 5185.072266
	Iteration 64Q: 3 clusters Score -4059852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -4059845.000000 Penalty: 5185.072266
	Iteration 65Q: 3 clusters Score -4059845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4059846.750000 Penalty: 5185.072266
	Iteration 66Q: 3 clusters Score -4059847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -4059844.000000 Penalty: 5185.072266
	Iteration 67Q: 3 clusters Score -4059844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4059854.250000 Penalty: 5185.072266
	Iteration 68Q: 3 clusters Score -4059854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -4059853.000000 Penalty: 5185.072266
	Iteration 69Q: 3 clusters Score -4059853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4059867.500000 Penalty: 5185.072266
	Iteration 70Q: 3 clusters Score -4059868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -4059861.750000 Penalty: 5185.072266
	Iteration 71Q: 3 clusters Score -4059862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -4059856.250000 Penalty: 5185.072266
	Iteration 72Q: 3 clusters Score -4059856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -4059860.000000 Penalty: 5185.072266
	Iteration 73Q: 3 clusters Score -4059860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4059862.000000 Penalty: 5185.072266
	Iteration 74Q: 3 clusters Score -4059862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -4059857.750000 Penalty: 5185.072266
	Iteration 75Q: 3 clusters Score -4059858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4059860.750000 Penalty: 5185.072266
	Iteration 76Q: 3 clusters Score -4059861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4059860.500000 Penalty: 5185.072266
	Iteration 77Q: 3 clusters Score -4059860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4059860.000000 Penalty: 5185.072266
	Iteration 78Q: 3 clusters Score -4059860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4059861.500000 Penalty: 5185.072266
	Iteration 79Q: 3 clusters Score -4059862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -4059862.750000 Penalty: 5185.072266
	Iteration 80F: 3 clusters Score -4059863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4059861.250000 Penalty: 5185.072266
	Iteration 81Q: 3 clusters Score -4059861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -4059863.000000 Penalty: 5185.072266
	Iteration 82Q: 3 clusters Score -4059863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -4059862.500000 Penalty: 5185.072266
	Iteration 83Q: 3 clusters Score -4059862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -4059866.250000 Penalty: 5185.072266
	Iteration 84Q: 3 clusters Score -4059866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -4059866.750000 Penalty: 5185.072266
	Iteration 85Q: 3 clusters Score -4059867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4059868.750000 Penalty: 5185.072266
	Iteration 86Q: 3 clusters Score -4059869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -4059865.250000 Penalty: 5185.072266
	Iteration 87Q: 3 clusters Score -4059865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -4059863.500000 Penalty: 5185.072266
	Iteration 88Q: 3 clusters Score -4059864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4059866.000000 Penalty: 5185.072266
	Iteration 89Q: 3 clusters Score -4059866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -4059865.000000 Penalty: 5185.072266
	Iteration 90Q: 3 clusters Score -4059865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -4059865.000000 Penalty: 5185.072266
	Iteration 91F: 3 clusters Score -4059865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Entering Unmasked Estep 
Score: -1133481.750000 Penalty: 2279.609131
	Iteration 0F: 2 clusters Score -1133482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1125838.625000 Penalty: 4559.218262
	Iteration 0F: 3 clusters Score -1125839 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1128169.625000 Penalty: 4559.218262
	Iteration 1F: 3 clusters Score -1128170 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1128593.625000 Penalty: 4559.218262
	Iteration 2F: 3 clusters Score -1128594 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1128957.750000 Penalty: 4559.218262
	Iteration 3F: 3 clusters Score -1128958 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1129330.375000 Penalty: 4559.218262
	Iteration 4F: 3 clusters Score -1129330 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1129727.500000 Penalty: 4559.218262
	Iteration 5F: 3 clusters Score -1129728 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1130142.500000 Penalty: 4559.218262
	Iteration 6F: 3 clusters Score -1130142 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1130482.125000 Penalty: 4559.218262
	Iteration 7F: 3 clusters Score -1130482 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1130728.000000 Penalty: 4559.218262
	Iteration 8Q: 3 clusters Score -1130728 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1130922.500000 Penalty: 4559.218262
	Iteration 9Q: 3 clusters Score -1130922 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1131051.875000 Penalty: 4559.218262
	Iteration 10Q: 3 clusters Score -1131052 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1131161.375000 Penalty: 4559.218262
	Iteration 11Q: 3 clusters Score -1131161 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1131239.625000 Penalty: 4559.218262
	Iteration 12Q: 3 clusters Score -1131240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1131296.750000 Penalty: 4559.218262
	Iteration 13Q: 3 clusters Score -1131297 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1131340.500000 Penalty: 4559.218262
	Iteration 14Q: 3 clusters Score -1131340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1131373.750000 Penalty: 4559.218262
	Iteration 15Q: 3 clusters Score -1131374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1131411.125000 Penalty: 4559.218262
	Iteration 16Q: 3 clusters Score -1131411 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1131440.875000 Penalty: 4559.218262
	Iteration 17Q: 3 clusters Score -1131441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1131465.500000 Penalty: 4559.218262
	Iteration 18Q: 3 clusters Score -1131466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1131483.375000 Penalty: 4559.218262
	Iteration 19Q: 3 clusters Score -1131483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1131496.375000 Penalty: 4559.218262
	Iteration 20F: 3 clusters Score -1131496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1131511.750000 Penalty: 4559.218262
	Iteration 21Q: 3 clusters Score -1131512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1131520.000000 Penalty: 4559.218262
	Iteration 22Q: 3 clusters Score -1131520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1131525.875000 Penalty: 4559.218262
	Iteration 23Q: 3 clusters Score -1131526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1131534.750000 Penalty: 4559.218262
	Iteration 24Q: 3 clusters Score -1131535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1131537.375000 Penalty: 4559.218262
	Iteration 25Q: 3 clusters Score -1131537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1131545.750000 Penalty: 4559.218262
	Iteration 26Q: 3 clusters Score -1131546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1131549.125000 Penalty: 4559.218262
	Iteration 27Q: 3 clusters Score -1131549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1131557.500000 Penalty: 4559.218262
	Iteration 28Q: 3 clusters Score -1131558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1131558.500000 Penalty: 4559.218262
	Iteration 29Q: 3 clusters Score -1131558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1131561.500000 Penalty: 4559.218262
	Iteration 30Q: 3 clusters Score -1131562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1131563.500000 Penalty: 4559.218262
	Iteration 31Q: 3 clusters Score -1131564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1131569.875000 Penalty: 4559.218262
	Iteration 32Q: 3 clusters Score -1131570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1131570.250000 Penalty: 4559.218262
	Iteration 33Q: 3 clusters Score -1131570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1131577.250000 Penalty: 4559.218262
	Iteration 34Q: 3 clusters Score -1131577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1131582.000000 Penalty: 4559.218262
	Iteration 35Q: 3 clusters Score -1131582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1131582.000000 Penalty: 4559.218262
	Iteration 36Q: 3 clusters Score -1131582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1131582.625000 Penalty: 4559.218262
	Iteration 37Q: 3 clusters Score -1131583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1131586.500000 Penalty: 4559.218262
	Iteration 38Q: 3 clusters Score -1131586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1131585.500000 Penalty: 4559.218262
	Iteration 39Q: 3 clusters Score -1131586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1131587.750000 Penalty: 4559.218262
	Iteration 40F: 3 clusters Score -1131588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Entering Unmasked Estep 
Score: -1771105.750000 Penalty: 2389.954834
	Iteration 0F: 2 clusters Score -1771106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1760067.500000 Penalty: 4779.909668
	Iteration 0F: 3 clusters Score -1760068 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1764005.750000 Penalty: 4779.909668
	Iteration 1F: 3 clusters Score -1764006 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1764829.000000 Penalty: 4779.909668
	Iteration 2F: 3 clusters Score -1764829 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1765778.250000 Penalty: 4779.909668
	Iteration 3F: 3 clusters Score -1765778 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1766880.375000 Penalty: 4779.909668
	Iteration 4F: 3 clusters Score -1766880 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1768018.375000 Penalty: 4779.909668
	Iteration 5F: 3 clusters Score -1768018 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1769197.750000 Penalty: 4779.909668
	Iteration 6F: 3 clusters Score -1769198 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1770325.125000 Penalty: 4779.909668
	Iteration 7F: 3 clusters Score -1770325 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1771038.125000 Penalty: 4779.909668
	Iteration 8Q: 3 clusters Score -1771038 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1771329.875000 Penalty: 4779.909668
	Iteration 9Q: 3 clusters Score -1771330 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1771475.125000 Penalty: 4779.909668
	Iteration 10Q: 3 clusters Score -1771475 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1771583.500000 Penalty: 4779.909668
	Iteration 11Q: 3 clusters Score -1771584 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1771731.750000 Penalty: 4779.909668
	Iteration 12Q: 3 clusters Score -1771732 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1771920.375000 Penalty: 4779.909668
	Iteration 13Q: 3 clusters Score -1771920 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1772146.250000 Penalty: 4779.909668
	Iteration 14Q: 3 clusters Score -1772146 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1772334.500000 Penalty: 4779.909668
	Iteration 15Q: 3 clusters Score -1772334 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1772428.125000 Penalty: 4779.909668
	Iteration 16Q: 3 clusters Score -1772428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1772465.500000 Penalty: 4779.909668
	Iteration 17Q: 3 clusters Score -1772466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1772484.375000 Penalty: 4779.909668
	Iteration 18Q: 3 clusters Score -1772484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1772484.250000 Penalty: 4779.909668
	Iteration 19Q: 3 clusters Score -1772484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1772489.000000 Penalty: 4779.909668
	Iteration 20F: 3 clusters Score -1772489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1772493.750000 Penalty: 4779.909668
	Iteration 21Q: 3 clusters Score -1772494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1772493.875000 Penalty: 4779.909668
	Iteration 22Q: 3 clusters Score -1772494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1772497.375000 Penalty: 4779.909668
	Iteration 23Q: 3 clusters Score -1772497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1772494.875000 Penalty: 4779.909668
	Iteration 24Q: 3 clusters Score -1772495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1772496.125000 Penalty: 4779.909668
	Iteration 25Q: 3 clusters Score -1772496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1772496.125000 Penalty: 4779.909668
	Iteration 26F: 3 clusters Score -1772496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 4702 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 20673 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 1234 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Entering Unmasked Estep 
Score: -133737072.000000 Penalty: 197614.015625
Splitting cluster 9 changes total score from -133734800.000000 to -133737072.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 10 (4882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Entering Unmasked Estep 
Score: -558871.437500 Penalty: 2106.340820
	Iteration 0F: 2 clusters Score -558871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -554394.250000 Penalty: 4212.681641
	Iteration 0F: 3 clusters Score -554394.2 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -555409.437500 Penalty: 4212.681641
	Iteration 1F: 3 clusters Score -555409.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -555604.125000 Penalty: 4212.681641
	Iteration 2F: 3 clusters Score -555604.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -555727.187500 Penalty: 4212.681641
	Iteration 3Q: 3 clusters Score -555727.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -555829.750000 Penalty: 4212.681641
	Iteration 4Q: 3 clusters Score -555829.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -555911.000000 Penalty: 4212.681641
	Iteration 5Q: 3 clusters Score -555911 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -555989.625000 Penalty: 4212.681641
	Iteration 6Q: 3 clusters Score -555989.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -556075.812500 Penalty: 4212.681641
	Iteration 7Q: 3 clusters Score -556075.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -556163.000000 Penalty: 4212.681641
	Iteration 8Q: 3 clusters Score -556163 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -556251.500000 Penalty: 4212.681641
	Iteration 9Q: 3 clusters Score -556251.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -556326.625000 Penalty: 4212.681641
	Iteration 10Q: 3 clusters Score -556326.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -556400.750000 Penalty: 4212.681641
	Iteration 11Q: 3 clusters Score -556400.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -556500.750000 Penalty: 4212.681641
	Iteration 12Q: 3 clusters Score -556500.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -556623.187500 Penalty: 4212.681641
	Iteration 13Q: 3 clusters Score -556623.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -556780.125000 Penalty: 4212.681641
	Iteration 14Q: 3 clusters Score -556780.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -556976.562500 Penalty: 4212.681641
	Iteration 15Q: 3 clusters Score -556976.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -557266.187500 Penalty: 4212.681641
	Iteration 16Q: 3 clusters Score -557266.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -557650.875000 Penalty: 4212.681641
	Iteration 17Q: 3 clusters Score -557650.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -558016.812500 Penalty: 4212.681641
	Iteration 18Q: 3 clusters Score -558016.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -558276.687500 Penalty: 4212.681641
	Iteration 19Q: 3 clusters Score -558276.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -558479.500000 Penalty: 4212.681641
	Iteration 20F: 3 clusters Score -558479.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -558576.500000 Penalty: 4212.681641
	Iteration 21Q: 3 clusters Score -558576.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -558636.875000 Penalty: 4212.681641
	Iteration 22Q: 3 clusters Score -558636.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -558667.000000 Penalty: 4212.681641
	Iteration 23Q: 3 clusters Score -558667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -558682.312500 Penalty: 4212.681641
	Iteration 24Q: 3 clusters Score -558682.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -558690.937500 Penalty: 4212.681641
	Iteration 25Q: 3 clusters Score -558690.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -558694.937500 Penalty: 4212.681641
	Iteration 26Q: 3 clusters Score -558694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -558696.187500 Penalty: 4212.681641
	Iteration 27Q: 3 clusters Score -558696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -558696.187500 Penalty: 4212.681641
	Iteration 28F: 3 clusters Score -558696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Entering Unmasked Estep 
Score: -642690.250000 Penalty: 2140.192139
	Iteration 0F: 2 clusters Score -642690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -637750.437500 Penalty: 4280.384277
	Iteration 0F: 3 clusters Score -637750.4 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -638942.687500 Penalty: 4280.384277
	Iteration 1F: 3 clusters Score -638942.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -639167.187500 Penalty: 4280.384277
	Iteration 2F: 3 clusters Score -639167.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -639297.625000 Penalty: 4280.384277
	Iteration 3F: 3 clusters Score -639297.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -639373.062500 Penalty: 4280.384277
	Iteration 4Q: 3 clusters Score -639373.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -639430.250000 Penalty: 4280.384277
	Iteration 5Q: 3 clusters Score -639430.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -639476.875000 Penalty: 4280.384277
	Iteration 6Q: 3 clusters Score -639476.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -639515.625000 Penalty: 4280.384277
	Iteration 7Q: 3 clusters Score -639515.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -639550.000000 Penalty: 4280.384277
	Iteration 8Q: 3 clusters Score -639550 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -639585.125000 Penalty: 4280.384277
	Iteration 9Q: 3 clusters Score -639585.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -639608.625000 Penalty: 4280.384277
	Iteration 10Q: 3 clusters Score -639608.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -639631.625000 Penalty: 4280.384277
	Iteration 11Q: 3 clusters Score -639631.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -639643.187500 Penalty: 4280.384277
	Iteration 12Q: 3 clusters Score -639643.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -639653.062500 Penalty: 4280.384277
	Iteration 13Q: 3 clusters Score -639653.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -639656.187500 Penalty: 4280.384277
	Iteration 14Q: 3 clusters Score -639656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -639659.875000 Penalty: 4280.384277
	Iteration 15Q: 3 clusters Score -639659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -639660.000000 Penalty: 4280.384277
	Iteration 16Q: 3 clusters Score -639660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -639660.750000 Penalty: 4280.384277
	Iteration 17Q: 3 clusters Score -639660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -639661.625000 Penalty: 4280.384277
	Iteration 18Q: 3 clusters Score -639661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -639663.500000 Penalty: 4280.384277
	Iteration 19Q: 3 clusters Score -639663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -639664.437500 Penalty: 4280.384277
	Iteration 20F: 3 clusters Score -639664.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -639666.437500 Penalty: 4280.384277
	Iteration 21Q: 3 clusters Score -639666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -639666.375000 Penalty: 4280.384277
	Iteration 22Q: 3 clusters Score -639666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -639667.437500 Penalty: 4280.384277
	Iteration 23Q: 3 clusters Score -639667.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -639670.000000 Penalty: 4280.384277
	Iteration 24Q: 3 clusters Score -639670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -639672.750000 Penalty: 4280.384277
	Iteration 25Q: 3 clusters Score -639672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -639673.687500 Penalty: 4280.384277
	Iteration 26Q: 3 clusters Score -639673.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -639676.250000 Penalty: 4280.384277
	Iteration 27Q: 3 clusters Score -639676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -639678.562500 Penalty: 4280.384277
	Iteration 28Q: 3 clusters Score -639678.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -639682.437500 Penalty: 4280.384277
	Iteration 29Q: 3 clusters Score -639682.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -639684.625000 Penalty: 4280.384277
	Iteration 30Q: 3 clusters Score -639684.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -639686.875000 Penalty: 4280.384277
	Iteration 31Q: 3 clusters Score -639686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -639688.187500 Penalty: 4280.384277
	Iteration 32Q: 3 clusters Score -639688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -639688.437500 Penalty: 4280.384277
	Iteration 33Q: 3 clusters Score -639688.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -639688.562500 Penalty: 4280.384277
	Iteration 34Q: 3 clusters Score -639688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -639689.437500 Penalty: 4280.384277
	Iteration 35Q: 3 clusters Score -639689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -639689.562500 Penalty: 4280.384277
	Iteration 36Q: 3 clusters Score -639689.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -639691.562500 Penalty: 4280.384277
	Iteration 37Q: 3 clusters Score -639691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -639689.312500 Penalty: 4280.384277
	Iteration 38Q: 3 clusters Score -639689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -639690.312500 Penalty: 4280.384277
	Iteration 39Q: 3 clusters Score -639690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -639689.187500 Penalty: 4280.384277
	Iteration 40F: 3 clusters Score -639689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -639690.437500 Penalty: 4280.384277
	Iteration 41Q: 3 clusters Score -639690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -639690.875000 Penalty: 4280.384277
	Iteration 42Q: 3 clusters Score -639690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -639691.000000 Penalty: 4280.384277
	Iteration 43Q: 3 clusters Score -639691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -639692.562500 Penalty: 4280.384277
	Iteration 44Q: 3 clusters Score -639692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -639694.125000 Penalty: 4280.384277
	Iteration 45Q: 3 clusters Score -639694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -639694.000000 Penalty: 4280.384277
	Iteration 46Q: 3 clusters Score -639694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -639694.250000 Penalty: 4280.384277
	Iteration 47Q: 3 clusters Score -639694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -639694.187500 Penalty: 4280.384277
	Iteration 48Q: 3 clusters Score -639694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -639695.187500 Penalty: 4280.384277
	Iteration 49Q: 3 clusters Score -639695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -639696.000000 Penalty: 4280.384277
	Iteration 50Q: 3 clusters Score -639696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -639695.812500 Penalty: 4280.384277
	Iteration 51Q: 3 clusters Score -639695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -639695.812500 Penalty: 4280.384277
	Iteration 52Q: 3 clusters Score -639695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -639695.812500 Penalty: 4280.384277
	Iteration 53F: 3 clusters Score -639695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (188529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188529 members 
Entering Unmasked Estep 
Score: -22007454.000000 Penalty: 3012.457764
	Iteration 0F: 2 clusters Score -2.200745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -21883668.000000 Penalty: 6024.915527
	Iteration 0F: 3 clusters Score -2.188367e+07 nChanged 90434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -21936646.000000 Penalty: 6024.915527
	Iteration 1F: 3 clusters Score -2.193665e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -21937960.000000 Penalty: 6024.915527
	Iteration 2Q: 3 clusters Score -2.193796e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -21939884.000000 Penalty: 6024.915527
	Iteration 3Q: 3 clusters Score -2.193988e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -21942884.000000 Penalty: 6024.915527
	Iteration 4Q: 3 clusters Score -2.194288e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -21947758.000000 Penalty: 6024.915527
	Iteration 5Q: 3 clusters Score -2.194776e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126627 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -21955566.000000 Penalty: 6024.915527
	Iteration 6F: 3 clusters Score -2.195557e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139515 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -21966756.000000 Penalty: 6024.915527
	Iteration 7F: 3 clusters Score -2.196676e+07 nChanged 14410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153523 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -21979878.000000 Penalty: 6024.915527
	Iteration 8F: 3 clusters Score -2.197988e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165526 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -21991294.000000 Penalty: 6024.915527
	Iteration 9F: 3 clusters Score -2.199129e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173859 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -21998548.000000 Penalty: 6024.915527
	Iteration 10Q: 3 clusters Score -2.199855e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178797 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -22002550.000000 Penalty: 6024.915527
	Iteration 11Q: 3 clusters Score -2.200255e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181497 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -22004180.000000 Penalty: 6024.915527
	Iteration 12Q: 3 clusters Score -2.200418e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183056 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -22004940.000000 Penalty: 6024.915527
	Iteration 13Q: 3 clusters Score -2.200494e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184030 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -22005244.000000 Penalty: 6024.915527
	Iteration 14Q: 3 clusters Score -2.200524e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -22005416.000000 Penalty: 6024.915527
	Iteration 15Q: 3 clusters Score -2.200542e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185033 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -22005538.000000 Penalty: 6024.915527
	Iteration 16Q: 3 clusters Score -2.200554e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185297 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -22005592.000000 Penalty: 6024.915527
	Iteration 17Q: 3 clusters Score -2.200559e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185503 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -22005620.000000 Penalty: 6024.915527
	Iteration 18Q: 3 clusters Score -2.200562e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185663 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -22005640.000000 Penalty: 6024.915527
	Iteration 19Q: 3 clusters Score -2.200564e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185774 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -22005650.000000 Penalty: 6024.915527
	Iteration 20F: 3 clusters Score -2.200565e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185860 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22005680.000000 Penalty: 6024.915527
	Iteration 21Q: 3 clusters Score -2.200568e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185931 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -22005688.000000 Penalty: 6024.915527
	Iteration 22Q: 3 clusters Score -2.200569e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185983 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -22005694.000000 Penalty: 6024.915527
	Iteration 23Q: 3 clusters Score -2.200569e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186042 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22005714.000000 Penalty: 6024.915527
	Iteration 24Q: 3 clusters Score -2.200571e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186092 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -22005722.000000 Penalty: 6024.915527
	Iteration 25Q: 3 clusters Score -2.200572e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186131 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22005772.000000 Penalty: 6024.915527
	Iteration 26Q: 3 clusters Score -2.200577e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186159 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -22005734.000000 Penalty: 6024.915527
	Iteration 27Q: 3 clusters Score -2.200573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186175 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -22005740.000000 Penalty: 6024.915527
	Iteration 28Q: 3 clusters Score -2.200574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186191 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -22005762.000000 Penalty: 6024.915527
	Iteration 29Q: 3 clusters Score -2.200576e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186216 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -22005782.000000 Penalty: 6024.915527
	Iteration 30Q: 3 clusters Score -2.200578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186232 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -22005774.000000 Penalty: 6024.915527
	Iteration 31Q: 3 clusters Score -2.200577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186235 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -22005788.000000 Penalty: 6024.915527
	Iteration 32Q: 3 clusters Score -2.200579e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186253 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -22005802.000000 Penalty: 6024.915527
	Iteration 33Q: 3 clusters Score -2.20058e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186272 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -22005802.000000 Penalty: 6024.915527
	Iteration 34Q: 3 clusters Score -2.20058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186295 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -22005820.000000 Penalty: 6024.915527
	Iteration 35Q: 3 clusters Score -2.200582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186306 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -22005828.000000 Penalty: 6024.915527
	Iteration 36Q: 3 clusters Score -2.200583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186315 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -22005836.000000 Penalty: 6024.915527
	Iteration 37Q: 3 clusters Score -2.200584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186323 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -22005826.000000 Penalty: 6024.915527
	Iteration 38Q: 3 clusters Score -2.200583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186329 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -22005836.000000 Penalty: 6024.915527
	Iteration 39Q: 3 clusters Score -2.200584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186333 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -22005838.000000 Penalty: 6024.915527
	Iteration 40F: 3 clusters Score -2.200584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186334 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -22005832.000000 Penalty: 6024.915527
	Iteration 41Q: 3 clusters Score -2.200583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186335 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -22005826.000000 Penalty: 6024.915527
	Iteration 42Q: 3 clusters Score -2.200583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186336 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -22005826.000000 Penalty: 6024.915527
	Iteration 43Q: 3 clusters Score -2.200583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186337 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -22005826.000000 Penalty: 6024.915527
	Iteration 44Q: 3 clusters Score -2.200583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186337 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -22005826.000000 Penalty: 6024.915527
	Iteration 45F: 3 clusters Score -2.200583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (187291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187291 members 
Entering Unmasked Estep 
Score: -22096540.000000 Penalty: 3010.823975
	Iteration 0F: 2 clusters Score -2.209654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -21973602.000000 Penalty: 6021.647949
	Iteration 0F: 3 clusters Score -2.19736e+07 nChanged 90104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99003 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -22026476.000000 Penalty: 6021.647949
	Iteration 1F: 3 clusters Score -2.202648e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -22028322.000000 Penalty: 6021.647949
	Iteration 2Q: 3 clusters Score -2.202832e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -22031004.000000 Penalty: 6021.647949
	Iteration 3Q: 3 clusters Score -2.2031e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116695 members 
Mstep: Class 2 contains 70596 members 
Entering Unmasked Estep 
Score: -22036058.000000 Penalty: 6021.647949
	Iteration 4F: 3 clusters Score -2.203606e+07 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128238 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -22044646.000000 Penalty: 6021.647949
	Iteration 5F: 3 clusters Score -2.204465e+07 nChanged 14868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -22056326.000000 Penalty: 6021.647949
	Iteration 6F: 3 clusters Score -2.205633e+07 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156101 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -22068632.000000 Penalty: 6021.647949
	Iteration 7F: 3 clusters Score -2.206863e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -22079494.000000 Penalty: 6021.647949
	Iteration 8F: 3 clusters Score -2.207949e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176309 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -22086504.000000 Penalty: 6021.647949
	Iteration 9Q: 3 clusters Score -2.20865e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181164 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -22090362.000000 Penalty: 6021.647949
	Iteration 10Q: 3 clusters Score -2.209036e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183771 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -22092098.000000 Penalty: 6021.647949
	Iteration 11Q: 3 clusters Score -2.20921e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185070 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22092964.000000 Penalty: 6021.647949
	Iteration 12Q: 3 clusters Score -2.209296e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185752 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -22093440.000000 Penalty: 6021.647949
	Iteration 13Q: 3 clusters Score -2.209344e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186103 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -22093708.000000 Penalty: 6021.647949
	Iteration 14Q: 3 clusters Score -2.209371e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186278 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22093846.000000 Penalty: 6021.647949
	Iteration 15Q: 3 clusters Score -2.209385e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186382 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -22093898.000000 Penalty: 6021.647949
	Iteration 16Q: 3 clusters Score -2.20939e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186443 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22093946.000000 Penalty: 6021.647949
	Iteration 17Q: 3 clusters Score -2.209395e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186493 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22093980.000000 Penalty: 6021.647949
	Iteration 18Q: 3 clusters Score -2.209398e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186535 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -22094022.000000 Penalty: 6021.647949
	Iteration 19Q: 3 clusters Score -2.209402e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -22094066.000000 Penalty: 6021.647949
	Iteration 20F: 3 clusters Score -2.209407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186593 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22094136.000000 Penalty: 6021.647949
	Iteration 21Q: 3 clusters Score -2.209414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186608 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -22094166.000000 Penalty: 6021.647949
	Iteration 22Q: 3 clusters Score -2.209417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186612 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -22094164.000000 Penalty: 6021.647949
	Iteration 23Q: 3 clusters Score -2.209416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186611 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -22094164.000000 Penalty: 6021.647949
	Iteration 24Q: 3 clusters Score -2.209416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186614 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -22094196.000000 Penalty: 6021.647949
	Iteration 25Q: 3 clusters Score -2.20942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186616 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -22094208.000000 Penalty: 6021.647949
	Iteration 26Q: 3 clusters Score -2.209421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186624 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22094220.000000 Penalty: 6021.647949
	Iteration 27Q: 3 clusters Score -2.209422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186629 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22094218.000000 Penalty: 6021.647949
	Iteration 28Q: 3 clusters Score -2.209422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186632 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22094210.000000 Penalty: 6021.647949
	Iteration 29Q: 3 clusters Score -2.209421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186631 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22094216.000000 Penalty: 6021.647949
	Iteration 30Q: 3 clusters Score -2.209422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186626 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -22094222.000000 Penalty: 6021.647949
	Iteration 31Q: 3 clusters Score -2.209422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186626 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -22094222.000000 Penalty: 6021.647949
	Iteration 32Q: 3 clusters Score -2.209422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186624 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22094226.000000 Penalty: 6021.647949
	Iteration 33Q: 3 clusters Score -2.209423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186624 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22094226.000000 Penalty: 6021.647949
	Iteration 34F: 3 clusters Score -2.209423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -32228.828125 Penalty: 1429.767334
	Iteration 0F: 2 clusters Score -32228.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30964.720703 Penalty: 2859.534668
	Iteration 0F: 3 clusters Score -30964.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31105.765625 Penalty: 2859.534668
	Iteration 1F: 3 clusters Score -31105.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31303.726562 Penalty: 2859.534668
	Iteration 2F: 3 clusters Score -31303.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31463.384766 Penalty: 2859.534668
	Iteration 3F: 3 clusters Score -31463.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31549.703125 Penalty: 2859.534668
	Iteration 4Q: 3 clusters Score -31549.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31610.880859 Penalty: 2859.534668
	Iteration 5Q: 3 clusters Score -31610.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31628.925781 Penalty: 2859.534668
	Iteration 6Q: 3 clusters Score -31628.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31639.382812 Penalty: 2859.534668
	Iteration 7Q: 3 clusters Score -31639.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31639.382812 Penalty: 2859.534668
	Iteration 8F: 3 clusters Score -31639.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -664545.375000 Penalty: 2097.024170
	Iteration 0F: 2 clusters Score -664545.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -660297.375000 Penalty: 4194.048340
	Iteration 0F: 3 clusters Score -660297.4 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -662118.937500 Penalty: 4194.048340
	Iteration 1F: 3 clusters Score -662118.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -663492.312500 Penalty: 4194.048340
	Iteration 2F: 3 clusters Score -663492.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -664669.375000 Penalty: 4194.048340
	Iteration 3F: 3 clusters Score -664669.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -665424.500000 Penalty: 4194.048340
	Iteration 4F: 3 clusters Score -665424.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -665823.250000 Penalty: 4194.048340
	Iteration 5F: 3 clusters Score -665823.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -666063.562500 Penalty: 4194.048340
	Iteration 6Q: 3 clusters Score -666063.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -666261.812500 Penalty: 4194.048340
	Iteration 7Q: 3 clusters Score -666261.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -666419.562500 Penalty: 4194.048340
	Iteration 8Q: 3 clusters Score -666419.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -666510.437500 Penalty: 4194.048340
	Iteration 9Q: 3 clusters Score -666510.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -666575.875000 Penalty: 4194.048340
	Iteration 10Q: 3 clusters Score -666575.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -666622.625000 Penalty: 4194.048340
	Iteration 11Q: 3 clusters Score -666622.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -666652.812500 Penalty: 4194.048340
	Iteration 12Q: 3 clusters Score -666652.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -666676.875000 Penalty: 4194.048340
	Iteration 13Q: 3 clusters Score -666676.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -666713.375000 Penalty: 4194.048340
	Iteration 14Q: 3 clusters Score -666713.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -666766.875000 Penalty: 4194.048340
	Iteration 15Q: 3 clusters Score -666766.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -666807.125000 Penalty: 4194.048340
	Iteration 16Q: 3 clusters Score -666807.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -666822.250000 Penalty: 4194.048340
	Iteration 17Q: 3 clusters Score -666822.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -666828.500000 Penalty: 4194.048340
	Iteration 18Q: 3 clusters Score -666828.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -666832.625000 Penalty: 4194.048340
	Iteration 19Q: 3 clusters Score -666832.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -666843.500000 Penalty: 4194.048340
	Iteration 20F: 3 clusters Score -666843.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -666846.250000 Penalty: 4194.048340
	Iteration 21Q: 3 clusters Score -666846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -666848.812500 Penalty: 4194.048340
	Iteration 22Q: 3 clusters Score -666848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -666868.000000 Penalty: 4194.048340
	Iteration 23Q: 3 clusters Score -666868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -666892.000000 Penalty: 4194.048340
	Iteration 24Q: 3 clusters Score -666892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -666907.687500 Penalty: 4194.048340
	Iteration 25Q: 3 clusters Score -666907.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -666922.062500 Penalty: 4194.048340
	Iteration 26Q: 3 clusters Score -666922.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -666930.187500 Penalty: 4194.048340
	Iteration 27Q: 3 clusters Score -666930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -666939.062500 Penalty: 4194.048340
	Iteration 28Q: 3 clusters Score -666939.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -666947.875000 Penalty: 4194.048340
	Iteration 29Q: 3 clusters Score -666947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -666951.875000 Penalty: 4194.048340
	Iteration 30Q: 3 clusters Score -666951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -666956.437500 Penalty: 4194.048340
	Iteration 31Q: 3 clusters Score -666956.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -666967.125000 Penalty: 4194.048340
	Iteration 32Q: 3 clusters Score -666967.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -666986.187500 Penalty: 4194.048340
	Iteration 33Q: 3 clusters Score -666986.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -667010.875000 Penalty: 4194.048340
	Iteration 34Q: 3 clusters Score -667010.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -667024.250000 Penalty: 4194.048340
	Iteration 35Q: 3 clusters Score -667024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -667031.000000 Penalty: 4194.048340
	Iteration 36Q: 3 clusters Score -667031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -667037.250000 Penalty: 4194.048340
	Iteration 37Q: 3 clusters Score -667037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -667044.312500 Penalty: 4194.048340
	Iteration 38Q: 3 clusters Score -667044.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -667048.625000 Penalty: 4194.048340
	Iteration 39Q: 3 clusters Score -667048.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -667053.562500 Penalty: 4194.048340
	Iteration 40F: 3 clusters Score -667053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -667060.062500 Penalty: 4194.048340
	Iteration 41Q: 3 clusters Score -667060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -667064.125000 Penalty: 4194.048340
	Iteration 42Q: 3 clusters Score -667064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -667066.687500 Penalty: 4194.048340
	Iteration 43Q: 3 clusters Score -667066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -667069.875000 Penalty: 4194.048340
	Iteration 44Q: 3 clusters Score -667069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -667069.500000 Penalty: 4194.048340
	Iteration 45Q: 3 clusters Score -667069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -667070.500000 Penalty: 4194.048340
	Iteration 46Q: 3 clusters Score -667070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -667071.125000 Penalty: 4194.048340
	Iteration 47Q: 3 clusters Score -667071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -667071.125000 Penalty: 4194.048340
	Iteration 48F: 3 clusters Score -667071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 20673 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 1234 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Entering Unmasked Estep 
Score: -133738472.000000 Penalty: 201080.937500
Splitting cluster 15 changes total score from -133734800.000000 to -133738472.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 16 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -278159.093750 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -278159.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -275302.031250 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -275302 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -275888.625000 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -275888.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -276020.406250 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -276020.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -276087.687500 Penalty: 3860.272461
	Iteration 3Q: 3 clusters Score -276087.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -276140.687500 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -276140.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -276183.750000 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -276183.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -276226.125000 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -276226.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -276284.031250 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -276284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -276354.343750 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -276354.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -276467.687500 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -276467.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -276823.343750 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -276823.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -277312.218750 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -277312.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -277710.875000 Penalty: 3860.272461
	Iteration 12F: 3 clusters Score -277710.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -277980.968750 Penalty: 3860.272461
	Iteration 13F: 3 clusters Score -277981 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -278120.468750 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -278120.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -278191.875000 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -278191.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -278232.906250 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -278232.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -278259.500000 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -278259.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -278274.125000 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -278274.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -278282.750000 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -278282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -278286.656250 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -278286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -278287.937500 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -278287.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -278287.937500 Penalty: 3860.272461
	Iteration 22F: 3 clusters Score -278287.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 20673 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 1234 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Entering Unmasked Estep 
Score: -133737016.000000 Penalty: 204547.843750
Splitting cluster 16 changes total score from -133734800.000000 to -133737016.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 17 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -705494.187500 Penalty: 2160.233643
	Iteration 0F: 2 clusters Score -705494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -700297.812500 Penalty: 4320.467285
	Iteration 0F: 3 clusters Score -700297.8 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -701704.375000 Penalty: 4320.467285
	Iteration 1F: 3 clusters Score -701704.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -702075.562500 Penalty: 4320.467285
	Iteration 2F: 3 clusters Score -702075.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -702392.812500 Penalty: 4320.467285
	Iteration 3F: 3 clusters Score -702392.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -702619.250000 Penalty: 4320.467285
	Iteration 4F: 3 clusters Score -702619.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -702808.625000 Penalty: 4320.467285
	Iteration 5Q: 3 clusters Score -702808.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -703033.187500 Penalty: 4320.467285
	Iteration 6Q: 3 clusters Score -703033.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -703296.937500 Penalty: 4320.467285
	Iteration 7Q: 3 clusters Score -703296.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -703643.062500 Penalty: 4320.467285
	Iteration 8F: 3 clusters Score -703643.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -704076.187500 Penalty: 4320.467285
	Iteration 9F: 3 clusters Score -704076.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -704610.125000 Penalty: 4320.467285
	Iteration 10F: 3 clusters Score -704610.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -705296.375000 Penalty: 4320.467285
	Iteration 11F: 3 clusters Score -705296.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -705983.312500 Penalty: 4320.467285
	Iteration 12F: 3 clusters Score -705983.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -706310.250000 Penalty: 4320.467285
	Iteration 13Q: 3 clusters Score -706310.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -706391.687500 Penalty: 4320.467285
	Iteration 14Q: 3 clusters Score -706391.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -706407.375000 Penalty: 4320.467285
	Iteration 15Q: 3 clusters Score -706407.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -706410.750000 Penalty: 4320.467285
	Iteration 16Q: 3 clusters Score -706410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -706412.687500 Penalty: 4320.467285
	Iteration 17Q: 3 clusters Score -706412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -706412.687500 Penalty: 4320.467285
	Iteration 18F: 3 clusters Score -706412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 20673 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 1234 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Entering Unmasked Estep 
Score: -133736512.000000 Penalty: 208014.765625
Splitting cluster 17 changes total score from -133734800.000000 to -133736512.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 18 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -635435.062500 Penalty: 2129.506348
	Iteration 0F: 2 clusters Score -635435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -630725.125000 Penalty: 4259.012695
	Iteration 0F: 3 clusters Score -630725.1 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -631892.562500 Penalty: 4259.012695
	Iteration 1F: 3 clusters Score -631892.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -632125.750000 Penalty: 4259.012695
	Iteration 2F: 3 clusters Score -632125.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -632287.687500 Penalty: 4259.012695
	Iteration 3Q: 3 clusters Score -632287.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -632432.375000 Penalty: 4259.012695
	Iteration 4Q: 3 clusters Score -632432.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -632556.187500 Penalty: 4259.012695
	Iteration 5Q: 3 clusters Score -632556.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -632665.937500 Penalty: 4259.012695
	Iteration 6Q: 3 clusters Score -632665.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -632753.687500 Penalty: 4259.012695
	Iteration 7Q: 3 clusters Score -632753.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -632832.687500 Penalty: 4259.012695
	Iteration 8Q: 3 clusters Score -632832.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -632910.875000 Penalty: 4259.012695
	Iteration 9Q: 3 clusters Score -632910.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -632981.812500 Penalty: 4259.012695
	Iteration 10Q: 3 clusters Score -632981.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -633047.937500 Penalty: 4259.012695
	Iteration 11Q: 3 clusters Score -633047.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -633100.812500 Penalty: 4259.012695
	Iteration 12Q: 3 clusters Score -633100.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -633145.937500 Penalty: 4259.012695
	Iteration 13Q: 3 clusters Score -633145.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -633193.562500 Penalty: 4259.012695
	Iteration 14Q: 3 clusters Score -633193.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -633242.500000 Penalty: 4259.012695
	Iteration 15Q: 3 clusters Score -633242.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -633282.562500 Penalty: 4259.012695
	Iteration 16Q: 3 clusters Score -633282.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -633324.750000 Penalty: 4259.012695
	Iteration 17Q: 3 clusters Score -633324.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -633364.562500 Penalty: 4259.012695
	Iteration 18Q: 3 clusters Score -633364.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -633409.312500 Penalty: 4259.012695
	Iteration 19Q: 3 clusters Score -633409.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -633457.187500 Penalty: 4259.012695
	Iteration 20F: 3 clusters Score -633457.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -633515.125000 Penalty: 4259.012695
	Iteration 21Q: 3 clusters Score -633515.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -633572.812500 Penalty: 4259.012695
	Iteration 22Q: 3 clusters Score -633572.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -633637.937500 Penalty: 4259.012695
	Iteration 23Q: 3 clusters Score -633637.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -633733.250000 Penalty: 4259.012695
	Iteration 24Q: 3 clusters Score -633733.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -633840.500000 Penalty: 4259.012695
	Iteration 25Q: 3 clusters Score -633840.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -633971.687500 Penalty: 4259.012695
	Iteration 26Q: 3 clusters Score -633971.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -634089.062500 Penalty: 4259.012695
	Iteration 27Q: 3 clusters Score -634089.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -634198.062500 Penalty: 4259.012695
	Iteration 28Q: 3 clusters Score -634198.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -634270.312500 Penalty: 4259.012695
	Iteration 29Q: 3 clusters Score -634270.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -634323.062500 Penalty: 4259.012695
	Iteration 30Q: 3 clusters Score -634323.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -634349.625000 Penalty: 4259.012695
	Iteration 31Q: 3 clusters Score -634349.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -634370.250000 Penalty: 4259.012695
	Iteration 32Q: 3 clusters Score -634370.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -634392.437500 Penalty: 4259.012695
	Iteration 33Q: 3 clusters Score -634392.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -634405.187500 Penalty: 4259.012695
	Iteration 34Q: 3 clusters Score -634405.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -634410.937500 Penalty: 4259.012695
	Iteration 35Q: 3 clusters Score -634410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -634415.062500 Penalty: 4259.012695
	Iteration 36Q: 3 clusters Score -634415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -634414.500000 Penalty: 4259.012695
	Iteration 37Q: 3 clusters Score -634414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -634415.750000 Penalty: 4259.012695
	Iteration 38Q: 3 clusters Score -634415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -634416.937500 Penalty: 4259.012695
	Iteration 39Q: 3 clusters Score -634416.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -634420.000000 Penalty: 4259.012695
	Iteration 40F: 3 clusters Score -634420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -634424.187500 Penalty: 4259.012695
	Iteration 41Q: 3 clusters Score -634424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -634425.437500 Penalty: 4259.012695
	Iteration 42Q: 3 clusters Score -634425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -634426.687500 Penalty: 4259.012695
	Iteration 43Q: 3 clusters Score -634426.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -634429.187500 Penalty: 4259.012695
	Iteration 44Q: 3 clusters Score -634429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -634432.250000 Penalty: 4259.012695
	Iteration 45Q: 3 clusters Score -634432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -634433.000000 Penalty: 4259.012695
	Iteration 46Q: 3 clusters Score -634433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -634433.375000 Penalty: 4259.012695
	Iteration 47Q: 3 clusters Score -634433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -634434.312500 Penalty: 4259.012695
	Iteration 48Q: 3 clusters Score -634434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -634434.312500 Penalty: 4259.012695
	Iteration 49F: 3 clusters Score -634434.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -733244.750000 Penalty: 2162.755127
	Iteration 0F: 2 clusters Score -733244.8 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 3094 members 
Entering Unmasked Estep 
Score: -727978.437500 Penalty: 4325.510254
	Iteration 0F: 3 clusters Score -727978.4 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -729275.937500 Penalty: 4325.510254
	Iteration 1F: 3 clusters Score -729275.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -729555.625000 Penalty: 4325.510254
	Iteration 2F: 3 clusters Score -729555.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -729754.375000 Penalty: 4325.510254
	Iteration 3F: 3 clusters Score -729754.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -729906.312500 Penalty: 4325.510254
	Iteration 4Q: 3 clusters Score -729906.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -730026.250000 Penalty: 4325.510254
	Iteration 5Q: 3 clusters Score -730026.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -730128.937500 Penalty: 4325.510254
	Iteration 6Q: 3 clusters Score -730128.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -730209.500000 Penalty: 4325.510254
	Iteration 7Q: 3 clusters Score -730209.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -730304.562500 Penalty: 4325.510254
	Iteration 8Q: 3 clusters Score -730304.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -730404.750000 Penalty: 4325.510254
	Iteration 9Q: 3 clusters Score -730404.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -730502.125000 Penalty: 4325.510254
	Iteration 10Q: 3 clusters Score -730502.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -730590.750000 Penalty: 4325.510254
	Iteration 11Q: 3 clusters Score -730590.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -730680.437500 Penalty: 4325.510254
	Iteration 12Q: 3 clusters Score -730680.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -730775.437500 Penalty: 4325.510254
	Iteration 13Q: 3 clusters Score -730775.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -730848.500000 Penalty: 4325.510254
	Iteration 14Q: 3 clusters Score -730848.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -730917.937500 Penalty: 4325.510254
	Iteration 15Q: 3 clusters Score -730917.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -730966.125000 Penalty: 4325.510254
	Iteration 16Q: 3 clusters Score -730966.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -731002.500000 Penalty: 4325.510254
	Iteration 17Q: 3 clusters Score -731002.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -731036.812500 Penalty: 4325.510254
	Iteration 18Q: 3 clusters Score -731036.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -731073.000000 Penalty: 4325.510254
	Iteration 19Q: 3 clusters Score -731073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -731105.062500 Penalty: 4325.510254
	Iteration 20F: 3 clusters Score -731105.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -731129.625000 Penalty: 4325.510254
	Iteration 21Q: 3 clusters Score -731129.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -731165.125000 Penalty: 4325.510254
	Iteration 22Q: 3 clusters Score -731165.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -731193.437500 Penalty: 4325.510254
	Iteration 23Q: 3 clusters Score -731193.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -731220.375000 Penalty: 4325.510254
	Iteration 24Q: 3 clusters Score -731220.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -731238.687500 Penalty: 4325.510254
	Iteration 25Q: 3 clusters Score -731238.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -731255.500000 Penalty: 4325.510254
	Iteration 26Q: 3 clusters Score -731255.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -731272.250000 Penalty: 4325.510254
	Iteration 27Q: 3 clusters Score -731272.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -731292.937500 Penalty: 4325.510254
	Iteration 28Q: 3 clusters Score -731292.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -731306.187500 Penalty: 4325.510254
	Iteration 29Q: 3 clusters Score -731306.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -731319.875000 Penalty: 4325.510254
	Iteration 30Q: 3 clusters Score -731319.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -731330.625000 Penalty: 4325.510254
	Iteration 31Q: 3 clusters Score -731330.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -731342.312500 Penalty: 4325.510254
	Iteration 32Q: 3 clusters Score -731342.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -731349.187500 Penalty: 4325.510254
	Iteration 33Q: 3 clusters Score -731349.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -731355.187500 Penalty: 4325.510254
	Iteration 34Q: 3 clusters Score -731355.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -731359.875000 Penalty: 4325.510254
	Iteration 35Q: 3 clusters Score -731359.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -731362.000000 Penalty: 4325.510254
	Iteration 36Q: 3 clusters Score -731362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -731365.562500 Penalty: 4325.510254
	Iteration 37Q: 3 clusters Score -731365.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -731368.750000 Penalty: 4325.510254
	Iteration 38Q: 3 clusters Score -731368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -731373.125000 Penalty: 4325.510254
	Iteration 39Q: 3 clusters Score -731373.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -731376.500000 Penalty: 4325.510254
	Iteration 40F: 3 clusters Score -731376.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -731378.875000 Penalty: 4325.510254
	Iteration 41Q: 3 clusters Score -731378.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -731384.312500 Penalty: 4325.510254
	Iteration 42Q: 3 clusters Score -731384.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -731386.437500 Penalty: 4325.510254
	Iteration 43Q: 3 clusters Score -731386.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -731390.937500 Penalty: 4325.510254
	Iteration 44Q: 3 clusters Score -731390.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -731394.437500 Penalty: 4325.510254
	Iteration 45Q: 3 clusters Score -731394.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -731399.250000 Penalty: 4325.510254
	Iteration 46Q: 3 clusters Score -731399.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -731402.000000 Penalty: 4325.510254
	Iteration 47Q: 3 clusters Score -731402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -731407.437500 Penalty: 4325.510254
	Iteration 48Q: 3 clusters Score -731407.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -731413.187500 Penalty: 4325.510254
	Iteration 49Q: 3 clusters Score -731413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -731412.312500 Penalty: 4325.510254
	Iteration 50Q: 3 clusters Score -731412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -731414.687500 Penalty: 4325.510254
	Iteration 51Q: 3 clusters Score -731414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -731416.312500 Penalty: 4325.510254
	Iteration 52Q: 3 clusters Score -731416.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -731416.562500 Penalty: 4325.510254
	Iteration 53Q: 3 clusters Score -731416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -731416.875000 Penalty: 4325.510254
	Iteration 54Q: 3 clusters Score -731416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -731416.875000 Penalty: 4325.510254
	Iteration 55F: 3 clusters Score -731416.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Entering Unmasked Estep 
Score: -1957560.500000 Penalty: 2439.688721
	Iteration 0F: 2 clusters Score -1957560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1944315.375000 Penalty: 4879.377441
	Iteration 0F: 3 clusters Score -1944315 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1949215.875000 Penalty: 4879.377441
	Iteration 1F: 3 clusters Score -1949216 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1949896.500000 Penalty: 4879.377441
	Iteration 2F: 3 clusters Score -1949896 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1950560.500000 Penalty: 4879.377441
	Iteration 3F: 3 clusters Score -1950560 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1951228.875000 Penalty: 4879.377441
	Iteration 4F: 3 clusters Score -1951229 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1951829.250000 Penalty: 4879.377441
	Iteration 5F: 3 clusters Score -1951829 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1952361.750000 Penalty: 4879.377441
	Iteration 6Q: 3 clusters Score -1952362 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1952793.875000 Penalty: 4879.377441
	Iteration 7Q: 3 clusters Score -1952794 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1953124.125000 Penalty: 4879.377441
	Iteration 8Q: 3 clusters Score -1953124 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1953397.250000 Penalty: 4879.377441
	Iteration 9Q: 3 clusters Score -1953397 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1953664.750000 Penalty: 4879.377441
	Iteration 10Q: 3 clusters Score -1953665 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1953901.125000 Penalty: 4879.377441
	Iteration 11Q: 3 clusters Score -1953901 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1954152.125000 Penalty: 4879.377441
	Iteration 12Q: 3 clusters Score -1954152 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1954369.250000 Penalty: 4879.377441
	Iteration 13Q: 3 clusters Score -1954369 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1954605.500000 Penalty: 4879.377441
	Iteration 14Q: 3 clusters Score -1954606 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1954835.625000 Penalty: 4879.377441
	Iteration 15Q: 3 clusters Score -1954836 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1955060.750000 Penalty: 4879.377441
	Iteration 16Q: 3 clusters Score -1955061 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1955282.750000 Penalty: 4879.377441
	Iteration 17Q: 3 clusters Score -1955283 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1955489.500000 Penalty: 4879.377441
	Iteration 18Q: 3 clusters Score -1955490 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1955684.500000 Penalty: 4879.377441
	Iteration 19Q: 3 clusters Score -1955684 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1955840.375000 Penalty: 4879.377441
	Iteration 20F: 3 clusters Score -1955840 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1955948.000000 Penalty: 4879.377441
	Iteration 21Q: 3 clusters Score -1955948 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1956026.250000 Penalty: 4879.377441
	Iteration 22Q: 3 clusters Score -1956026 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1956077.500000 Penalty: 4879.377441
	Iteration 23Q: 3 clusters Score -1956078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1956123.875000 Penalty: 4879.377441
	Iteration 24Q: 3 clusters Score -1956124 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1956156.125000 Penalty: 4879.377441
	Iteration 25Q: 3 clusters Score -1956156 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1956187.250000 Penalty: 4879.377441
	Iteration 26Q: 3 clusters Score -1956187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1956214.500000 Penalty: 4879.377441
	Iteration 27Q: 3 clusters Score -1956214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1956234.250000 Penalty: 4879.377441
	Iteration 28Q: 3 clusters Score -1956234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1956250.750000 Penalty: 4879.377441
	Iteration 29Q: 3 clusters Score -1956251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1956264.500000 Penalty: 4879.377441
	Iteration 30Q: 3 clusters Score -1956264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1956280.375000 Penalty: 4879.377441
	Iteration 31Q: 3 clusters Score -1956280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1956286.625000 Penalty: 4879.377441
	Iteration 32Q: 3 clusters Score -1956287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1956299.250000 Penalty: 4879.377441
	Iteration 33Q: 3 clusters Score -1956299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1956307.000000 Penalty: 4879.377441
	Iteration 34Q: 3 clusters Score -1956307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -1956306.875000 Penalty: 4879.377441
	Iteration 35Q: 3 clusters Score -1956307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1956315.125000 Penalty: 4879.377441
	Iteration 36Q: 3 clusters Score -1956315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1956318.750000 Penalty: 4879.377441
	Iteration 37Q: 3 clusters Score -1956319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1956322.875000 Penalty: 4879.377441
	Iteration 38Q: 3 clusters Score -1956323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1956329.625000 Penalty: 4879.377441
	Iteration 39Q: 3 clusters Score -1956330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1956332.625000 Penalty: 4879.377441
	Iteration 40F: 3 clusters Score -1956333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1956337.000000 Penalty: 4879.377441
	Iteration 41Q: 3 clusters Score -1956337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1956340.000000 Penalty: 4879.377441
	Iteration 42Q: 3 clusters Score -1956340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1956343.250000 Penalty: 4879.377441
	Iteration 43Q: 3 clusters Score -1956343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1956341.750000 Penalty: 4879.377441
	Iteration 44Q: 3 clusters Score -1956342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1956348.625000 Penalty: 4879.377441
	Iteration 45Q: 3 clusters Score -1956349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1956356.125000 Penalty: 4879.377441
	Iteration 46Q: 3 clusters Score -1956356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1956358.375000 Penalty: 4879.377441
	Iteration 47Q: 3 clusters Score -1956358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1956358.125000 Penalty: 4879.377441
	Iteration 48Q: 3 clusters Score -1956358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1956357.625000 Penalty: 4879.377441
	Iteration 49Q: 3 clusters Score -1956358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1956359.375000 Penalty: 4879.377441
	Iteration 50Q: 3 clusters Score -1956359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1956358.000000 Penalty: 4879.377441
	Iteration 51Q: 3 clusters Score -1956358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1956364.750000 Penalty: 4879.377441
	Iteration 52Q: 3 clusters Score -1956365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1956367.750000 Penalty: 4879.377441
	Iteration 53Q: 3 clusters Score -1956368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1956374.750000 Penalty: 4879.377441
	Iteration 54Q: 3 clusters Score -1956375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1956373.750000 Penalty: 4879.377441
	Iteration 55Q: 3 clusters Score -1956374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1956379.000000 Penalty: 4879.377441
	Iteration 56Q: 3 clusters Score -1956379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1956376.625000 Penalty: 4879.377441
	Iteration 57Q: 3 clusters Score -1956377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1956376.500000 Penalty: 4879.377441
	Iteration 58Q: 3 clusters Score -1956376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1956376.250000 Penalty: 4879.377441
	Iteration 59Q: 3 clusters Score -1956376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1956377.875000 Penalty: 4879.377441
	Iteration 60F: 3 clusters Score -1956378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1956379.625000 Penalty: 4879.377441
	Iteration 61Q: 3 clusters Score -1956380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1956383.375000 Penalty: 4879.377441
	Iteration 62Q: 3 clusters Score -1956383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1956390.875000 Penalty: 4879.377441
	Iteration 63Q: 3 clusters Score -1956391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1956386.000000 Penalty: 4879.377441
	Iteration 64Q: 3 clusters Score -1956386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1956392.875000 Penalty: 4879.377441
	Iteration 65Q: 3 clusters Score -1956393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1956387.125000 Penalty: 4879.377441
	Iteration 66Q: 3 clusters Score -1956387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1956391.750000 Penalty: 4879.377441
	Iteration 67Q: 3 clusters Score -1956392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1956396.500000 Penalty: 4879.377441
	Iteration 68Q: 3 clusters Score -1956396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1956398.750000 Penalty: 4879.377441
	Iteration 69Q: 3 clusters Score -1956399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1956396.875000 Penalty: 4879.377441
	Iteration 70Q: 3 clusters Score -1956397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1956396.875000 Penalty: 4879.377441
	Iteration 71F: 3 clusters Score -1956397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Entering Unmasked Estep 
Score: -2407411.500000 Penalty: 2464.272705
	Iteration 0F: 2 clusters Score -2407412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2393008.750000 Penalty: 4928.545410
	Iteration 0F: 3 clusters Score -2393009 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2398295.250000 Penalty: 4928.545410
	Iteration 1F: 3 clusters Score -2398295 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2399392.250000 Penalty: 4928.545410
	Iteration 2F: 3 clusters Score -2399392 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2400555.750000 Penalty: 4928.545410
	Iteration 3F: 3 clusters Score -2400556 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2401588.500000 Penalty: 4928.545410
	Iteration 4F: 3 clusters Score -2401588 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2402407.000000 Penalty: 4928.545410
	Iteration 5F: 3 clusters Score -2402407 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2402952.000000 Penalty: 4928.545410
	Iteration 6F: 3 clusters Score -2402952 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2403285.250000 Penalty: 4928.545410
	Iteration 7Q: 3 clusters Score -2403285 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2403542.000000 Penalty: 4928.545410
	Iteration 8Q: 3 clusters Score -2403542 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2403767.750000 Penalty: 4928.545410
	Iteration 9Q: 3 clusters Score -2403768 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2403970.500000 Penalty: 4928.545410
	Iteration 10Q: 3 clusters Score -2403970 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2404147.750000 Penalty: 4928.545410
	Iteration 11Q: 3 clusters Score -2404148 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2404304.750000 Penalty: 4928.545410
	Iteration 12Q: 3 clusters Score -2404305 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2404475.500000 Penalty: 4928.545410
	Iteration 13Q: 3 clusters Score -2404476 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2404674.000000 Penalty: 4928.545410
	Iteration 14Q: 3 clusters Score -2404674 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2404922.750000 Penalty: 4928.545410
	Iteration 15Q: 3 clusters Score -2404923 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2405234.500000 Penalty: 4928.545410
	Iteration 16Q: 3 clusters Score -2405234 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2405494.250000 Penalty: 4928.545410
	Iteration 17Q: 3 clusters Score -2405494 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2405730.500000 Penalty: 4928.545410
	Iteration 18Q: 3 clusters Score -2405730 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2405902.250000 Penalty: 4928.545410
	Iteration 19Q: 3 clusters Score -2405902 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2406037.500000 Penalty: 4928.545410
	Iteration 20F: 3 clusters Score -2406038 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2406136.250000 Penalty: 4928.545410
	Iteration 21Q: 3 clusters Score -2406136 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2406236.250000 Penalty: 4928.545410
	Iteration 22Q: 3 clusters Score -2406236 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2406334.750000 Penalty: 4928.545410
	Iteration 23Q: 3 clusters Score -2406335 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2406431.250000 Penalty: 4928.545410
	Iteration 24Q: 3 clusters Score -2406431 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2406547.000000 Penalty: 4928.545410
	Iteration 25Q: 3 clusters Score -2406547 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2406684.250000 Penalty: 4928.545410
	Iteration 26Q: 3 clusters Score -2406684 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2406862.000000 Penalty: 4928.545410
	Iteration 27Q: 3 clusters Score -2406862 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2407043.000000 Penalty: 4928.545410
	Iteration 28Q: 3 clusters Score -2407043 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2407239.000000 Penalty: 4928.545410
	Iteration 29Q: 3 clusters Score -2407239 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2407368.500000 Penalty: 4928.545410
	Iteration 30Q: 3 clusters Score -2407368 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2407456.000000 Penalty: 4928.545410
	Iteration 31Q: 3 clusters Score -2407456 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2407511.500000 Penalty: 4928.545410
	Iteration 32Q: 3 clusters Score -2407512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2407535.500000 Penalty: 4928.545410
	Iteration 33Q: 3 clusters Score -2407536 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2407573.000000 Penalty: 4928.545410
	Iteration 34Q: 3 clusters Score -2407573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2407578.000000 Penalty: 4928.545410
	Iteration 35Q: 3 clusters Score -2407578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2407583.250000 Penalty: 4928.545410
	Iteration 36Q: 3 clusters Score -2407583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2407595.750000 Penalty: 4928.545410
	Iteration 37Q: 3 clusters Score -2407596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2407595.750000 Penalty: 4928.545410
	Iteration 38Q: 3 clusters Score -2407596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2407597.000000 Penalty: 4928.545410
	Iteration 39Q: 3 clusters Score -2407597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2407596.250000 Penalty: 4928.545410
	Iteration 40F: 3 clusters Score -2407596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2407602.500000 Penalty: 4928.545410
	Iteration 41Q: 3 clusters Score -2407602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2407604.250000 Penalty: 4928.545410
	Iteration 42Q: 3 clusters Score -2407604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2407607.500000 Penalty: 4928.545410
	Iteration 43Q: 3 clusters Score -2407608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2407615.000000 Penalty: 4928.545410
	Iteration 44Q: 3 clusters Score -2407615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2407612.750000 Penalty: 4928.545410
	Iteration 45Q: 3 clusters Score -2407613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2407616.000000 Penalty: 4928.545410
	Iteration 46Q: 3 clusters Score -2407616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2407621.250000 Penalty: 4928.545410
	Iteration 47Q: 3 clusters Score -2407621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2407626.000000 Penalty: 4928.545410
	Iteration 48Q: 3 clusters Score -2407626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2407625.750000 Penalty: 4928.545410
	Iteration 49Q: 3 clusters Score -2407626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2407623.750000 Penalty: 4928.545410
	Iteration 50Q: 3 clusters Score -2407624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2407619.750000 Penalty: 4928.545410
	Iteration 51Q: 3 clusters Score -2407620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2407619.750000 Penalty: 4928.545410
	Iteration 52F: 3 clusters Score -2407620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 1234 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Entering Unmasked Estep 
Score: -133735656.000000 Penalty: 211481.671875
Splitting cluster 21 changes total score from -133734800.000000 to -133735656.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 22 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -249502.968750 Penalty: 1867.824951
	Iteration 0F: 2 clusters Score -249503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -247184.171875 Penalty: 3735.649902
	Iteration 0F: 3 clusters Score -247184.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -248729.687500 Penalty: 3735.649902
	Iteration 1F: 3 clusters Score -248729.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -249552.781250 Penalty: 3735.649902
	Iteration 2F: 3 clusters Score -249552.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -250044.031250 Penalty: 3735.649902
	Iteration 3F: 3 clusters Score -250044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -250260.984375 Penalty: 3735.649902
	Iteration 4Q: 3 clusters Score -250261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -250373.859375 Penalty: 3735.649902
	Iteration 5Q: 3 clusters Score -250373.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -250429.031250 Penalty: 3735.649902
	Iteration 6Q: 3 clusters Score -250429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -250446.546875 Penalty: 3735.649902
	Iteration 7Q: 3 clusters Score -250446.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -250456.500000 Penalty: 3735.649902
	Iteration 8Q: 3 clusters Score -250456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -250462.468750 Penalty: 3735.649902
	Iteration 9Q: 3 clusters Score -250462.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -250470.156250 Penalty: 3735.649902
	Iteration 10Q: 3 clusters Score -250470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -250479.046875 Penalty: 3735.649902
	Iteration 11Q: 3 clusters Score -250479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -250485.531250 Penalty: 3735.649902
	Iteration 12Q: 3 clusters Score -250485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -250490.656250 Penalty: 3735.649902
	Iteration 13Q: 3 clusters Score -250490.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -250494.687500 Penalty: 3735.649902
	Iteration 14Q: 3 clusters Score -250494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250496.343750 Penalty: 3735.649902
	Iteration 15Q: 3 clusters Score -250496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -250497.796875 Penalty: 3735.649902
	Iteration 16Q: 3 clusters Score -250497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -250499.546875 Penalty: 3735.649902
	Iteration 17F: 3 clusters Score -250499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -250500.953125 Penalty: 3735.649902
	Iteration 18Q: 3 clusters Score -250501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -250501.125000 Penalty: 3735.649902
	Iteration 19Q: 3 clusters Score -250501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -250501.859375 Penalty: 3735.649902
	Iteration 20F: 3 clusters Score -250501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -250502.531250 Penalty: 3735.649902
	Iteration 21Q: 3 clusters Score -250502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -250502.531250 Penalty: 3735.649902
	Iteration 22F: 3 clusters Score -250502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 1234 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Entering Unmasked Estep 
Score: -133734936.000000 Penalty: 214948.578125
Splitting cluster 22 changes total score from -133734800.000000 to -133734936.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 23 (44666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Entering Unmasked Estep 
Score: -5239826.500000 Penalty: 2655.328125
	Iteration 0F: 2 clusters Score -5239826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -5209653.500000 Penalty: 5310.656250
	Iteration 0F: 3 clusters Score -5209654 nChanged 20604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -5221380.500000 Penalty: 5310.656250
	Iteration 1F: 3 clusters Score -5221380 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -5222183.000000 Penalty: 5310.656250
	Iteration 2Q: 3 clusters Score -5222183 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -5223180.000000 Penalty: 5310.656250
	Iteration 3Q: 3 clusters Score -5223180 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5224419.500000 Penalty: 5310.656250
	Iteration 4F: 3 clusters Score -5224420 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -5226031.000000 Penalty: 5310.656250
	Iteration 5F: 3 clusters Score -5226031 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5227870.500000 Penalty: 5310.656250
	Iteration 6F: 3 clusters Score -5227870 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -5229770.500000 Penalty: 5310.656250
	Iteration 7F: 3 clusters Score -5229770 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -5231609.000000 Penalty: 5310.656250
	Iteration 8F: 3 clusters Score -5231609 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -5233116.000000 Penalty: 5310.656250
	Iteration 9Q: 3 clusters Score -5233116 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -5234088.500000 Penalty: 5310.656250
	Iteration 10Q: 3 clusters Score -5234088 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -5234630.500000 Penalty: 5310.656250
	Iteration 11Q: 3 clusters Score -5234630 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -5234936.000000 Penalty: 5310.656250
	Iteration 12Q: 3 clusters Score -5234936 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -5235143.000000 Penalty: 5310.656250
	Iteration 13Q: 3 clusters Score -5235143 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -5235348.500000 Penalty: 5310.656250
	Iteration 14Q: 3 clusters Score -5235348 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -5235513.000000 Penalty: 5310.656250
	Iteration 15Q: 3 clusters Score -5235513 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -5235672.500000 Penalty: 5310.656250
	Iteration 16Q: 3 clusters Score -5235672 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5235772.500000 Penalty: 5310.656250
	Iteration 17Q: 3 clusters Score -5235772 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -5235899.000000 Penalty: 5310.656250
	Iteration 18Q: 3 clusters Score -5235899 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -5235991.000000 Penalty: 5310.656250
	Iteration 19Q: 3 clusters Score -5235991 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -5236117.500000 Penalty: 5310.656250
	Iteration 20F: 3 clusters Score -5236118 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5236202.500000 Penalty: 5310.656250
	Iteration 21Q: 3 clusters Score -5236202 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5236278.000000 Penalty: 5310.656250
	Iteration 22Q: 3 clusters Score -5236278 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5236398.500000 Penalty: 5310.656250
	Iteration 23Q: 3 clusters Score -5236398 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -5236524.500000 Penalty: 5310.656250
	Iteration 24Q: 3 clusters Score -5236524 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5236666.500000 Penalty: 5310.656250
	Iteration 25Q: 3 clusters Score -5236666 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -5236804.500000 Penalty: 5310.656250
	Iteration 26Q: 3 clusters Score -5236804 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -5236954.000000 Penalty: 5310.656250
	Iteration 27Q: 3 clusters Score -5236954 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -5237094.000000 Penalty: 5310.656250
	Iteration 28Q: 3 clusters Score -5237094 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5237234.000000 Penalty: 5310.656250
	Iteration 29Q: 3 clusters Score -5237234 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -5237326.000000 Penalty: 5310.656250
	Iteration 30Q: 3 clusters Score -5237326 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -5237466.000000 Penalty: 5310.656250
	Iteration 31Q: 3 clusters Score -5237466 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -5237565.500000 Penalty: 5310.656250
	Iteration 32Q: 3 clusters Score -5237566 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -5237651.000000 Penalty: 5310.656250
	Iteration 33Q: 3 clusters Score -5237651 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -5237737.000000 Penalty: 5310.656250
	Iteration 34Q: 3 clusters Score -5237737 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -5237801.000000 Penalty: 5310.656250
	Iteration 35Q: 3 clusters Score -5237801 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5237861.000000 Penalty: 5310.656250
	Iteration 36Q: 3 clusters Score -5237861 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5237884.500000 Penalty: 5310.656250
	Iteration 37Q: 3 clusters Score -5237884 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -5237935.500000 Penalty: 5310.656250
	Iteration 38Q: 3 clusters Score -5237936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -5237948.500000 Penalty: 5310.656250
	Iteration 39Q: 3 clusters Score -5237948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -5237956.000000 Penalty: 5310.656250
	Iteration 40F: 3 clusters Score -5237956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -5237976.000000 Penalty: 5310.656250
	Iteration 41Q: 3 clusters Score -5237976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -5238011.000000 Penalty: 5310.656250
	Iteration 42Q: 3 clusters Score -5238011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5237999.000000 Penalty: 5310.656250
	Iteration 43Q: 3 clusters Score -5237999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -5238008.000000 Penalty: 5310.656250
	Iteration 44Q: 3 clusters Score -5238008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5238026.500000 Penalty: 5310.656250
	Iteration 45Q: 3 clusters Score -5238026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5238021.500000 Penalty: 5310.656250
	Iteration 46Q: 3 clusters Score -5238022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -5238039.000000 Penalty: 5310.656250
	Iteration 47Q: 3 clusters Score -5238039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -5238057.000000 Penalty: 5310.656250
	Iteration 48Q: 3 clusters Score -5238057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -5238079.000000 Penalty: 5310.656250
	Iteration 49Q: 3 clusters Score -5238079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5238081.500000 Penalty: 5310.656250
	Iteration 50Q: 3 clusters Score -5238082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5238077.000000 Penalty: 5310.656250
	Iteration 51Q: 3 clusters Score -5238077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5238091.000000 Penalty: 5310.656250
	Iteration 52Q: 3 clusters Score -5238091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -5238101.500000 Penalty: 5310.656250
	Iteration 53Q: 3 clusters Score -5238102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -5238109.500000 Penalty: 5310.656250
	Iteration 54Q: 3 clusters Score -5238110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5238112.500000 Penalty: 5310.656250
	Iteration 55Q: 3 clusters Score -5238112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -5238107.500000 Penalty: 5310.656250
	Iteration 56Q: 3 clusters Score -5238108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5238125.500000 Penalty: 5310.656250
	Iteration 57Q: 3 clusters Score -5238126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -5238128.500000 Penalty: 5310.656250
	Iteration 58Q: 3 clusters Score -5238128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5238155.500000 Penalty: 5310.656250
	Iteration 59Q: 3 clusters Score -5238156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5238143.500000 Penalty: 5310.656250
	Iteration 60F: 3 clusters Score -5238144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5238145.500000 Penalty: 5310.656250
	Iteration 61Q: 3 clusters Score -5238146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5238152.000000 Penalty: 5310.656250
	Iteration 62Q: 3 clusters Score -5238152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5238158.500000 Penalty: 5310.656250
	Iteration 63Q: 3 clusters Score -5238158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -5238150.000000 Penalty: 5310.656250
	Iteration 64Q: 3 clusters Score -5238150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5238149.500000 Penalty: 5310.656250
	Iteration 65Q: 3 clusters Score -5238150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -5238150.000000 Penalty: 5310.656250
	Iteration 66Q: 3 clusters Score -5238150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -5238146.500000 Penalty: 5310.656250
	Iteration 67Q: 3 clusters Score -5238146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -5238162.500000 Penalty: 5310.656250
	Iteration 68Q: 3 clusters Score -5238162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5238167.000000 Penalty: 5310.656250
	Iteration 69Q: 3 clusters Score -5238167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5238176.500000 Penalty: 5310.656250
	Iteration 70Q: 3 clusters Score -5238176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5238174.500000 Penalty: 5310.656250
	Iteration 71Q: 3 clusters Score -5238174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5238172.500000 Penalty: 5310.656250
	Iteration 72Q: 3 clusters Score -5238172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -5238174.000000 Penalty: 5310.656250
	Iteration 73Q: 3 clusters Score -5238174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5238177.500000 Penalty: 5310.656250
	Iteration 74Q: 3 clusters Score -5238178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -5238180.000000 Penalty: 5310.656250
	Iteration 75Q: 3 clusters Score -5238180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5238182.500000 Penalty: 5310.656250
	Iteration 76Q: 3 clusters Score -5238182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -5238186.000000 Penalty: 5310.656250
	Iteration 77Q: 3 clusters Score -5238186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -5238188.000000 Penalty: 5310.656250
	Iteration 78Q: 3 clusters Score -5238188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5238189.500000 Penalty: 5310.656250
	Iteration 79Q: 3 clusters Score -5238190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5238186.000000 Penalty: 5310.656250
	Iteration 80F: 3 clusters Score -5238186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5238182.500000 Penalty: 5310.656250
	Iteration 81Q: 3 clusters Score -5238182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -5238185.000000 Penalty: 5310.656250
	Iteration 82Q: 3 clusters Score -5238185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -5238185.000000 Penalty: 5310.656250
	Iteration 83F: 3 clusters Score -5238185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Entering Unmasked Estep 
Score: -666635.062500 Penalty: 2147.743164
	Iteration 0F: 2 clusters Score -666635.1 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 2891 members 
Entering Unmasked Estep 
Score: -661655.750000 Penalty: 4295.486328
	Iteration 0F: 3 clusters Score -661655.8 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -662808.625000 Penalty: 4295.486328
	Iteration 1F: 3 clusters Score -662808.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -663024.500000 Penalty: 4295.486328
	Iteration 2F: 3 clusters Score -663024.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -663177.187500 Penalty: 4295.486328
	Iteration 3Q: 3 clusters Score -663177.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -663298.687500 Penalty: 4295.486328
	Iteration 4Q: 3 clusters Score -663298.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -663393.125000 Penalty: 4295.486328
	Iteration 5Q: 3 clusters Score -663393.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -663510.750000 Penalty: 4295.486328
	Iteration 6Q: 3 clusters Score -663510.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -663667.062500 Penalty: 4295.486328
	Iteration 7Q: 3 clusters Score -663667.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -663857.562500 Penalty: 4295.486328
	Iteration 8Q: 3 clusters Score -663857.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -664130.437500 Penalty: 4295.486328
	Iteration 9Q: 3 clusters Score -664130.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -664454.937500 Penalty: 4295.486328
	Iteration 10F: 3 clusters Score -664454.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -664794.062500 Penalty: 4295.486328
	Iteration 11F: 3 clusters Score -664794.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -665084.687500 Penalty: 4295.486328
	Iteration 12F: 3 clusters Score -665084.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -665294.312500 Penalty: 4295.486328
	Iteration 13Q: 3 clusters Score -665294.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -665453.062500 Penalty: 4295.486328
	Iteration 14Q: 3 clusters Score -665453.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -665558.000000 Penalty: 4295.486328
	Iteration 15Q: 3 clusters Score -665558 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -665625.062500 Penalty: 4295.486328
	Iteration 16Q: 3 clusters Score -665625.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -665669.312500 Penalty: 4295.486328
	Iteration 17Q: 3 clusters Score -665669.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -665713.750000 Penalty: 4295.486328
	Iteration 18Q: 3 clusters Score -665713.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -665742.875000 Penalty: 4295.486328
	Iteration 19Q: 3 clusters Score -665742.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -665761.562500 Penalty: 4295.486328
	Iteration 20F: 3 clusters Score -665761.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -665772.187500 Penalty: 4295.486328
	Iteration 21Q: 3 clusters Score -665772.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -665780.312500 Penalty: 4295.486328
	Iteration 22Q: 3 clusters Score -665780.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -665788.312500 Penalty: 4295.486328
	Iteration 23Q: 3 clusters Score -665788.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -665793.687500 Penalty: 4295.486328
	Iteration 24Q: 3 clusters Score -665793.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -665793.625000 Penalty: 4295.486328
	Iteration 25Q: 3 clusters Score -665793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -665797.250000 Penalty: 4295.486328
	Iteration 26Q: 3 clusters Score -665797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -665798.875000 Penalty: 4295.486328
	Iteration 27Q: 3 clusters Score -665798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -665799.562500 Penalty: 4295.486328
	Iteration 28Q: 3 clusters Score -665799.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -665800.375000 Penalty: 4295.486328
	Iteration 29Q: 3 clusters Score -665800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -665801.562500 Penalty: 4295.486328
	Iteration 30Q: 3 clusters Score -665801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -665801.687500 Penalty: 4295.486328
	Iteration 31Q: 3 clusters Score -665801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -665801.187500 Penalty: 4295.486328
	Iteration 32Q: 3 clusters Score -665801.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -665801.187500 Penalty: 4295.486328
	Iteration 33F: 3 clusters Score -665801.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Entering Unmasked Estep 
Score: -1345472.250000 Penalty: 2321.932617
	Iteration 0F: 2 clusters Score -1345472 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 5787 members 
Entering Unmasked Estep 
Score: -1336807.500000 Penalty: 4643.865234
	Iteration 0F: 3 clusters Score -1336808 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1339483.375000 Penalty: 4643.865234
	Iteration 1F: 3 clusters Score -1339483 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1339931.125000 Penalty: 4643.865234
	Iteration 2F: 3 clusters Score -1339931 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1340326.375000 Penalty: 4643.865234
	Iteration 3F: 3 clusters Score -1340326 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1340709.000000 Penalty: 4643.865234
	Iteration 4F: 3 clusters Score -1340709 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1341082.625000 Penalty: 4643.865234
	Iteration 5F: 3 clusters Score -1341083 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1341440.500000 Penalty: 4643.865234
	Iteration 6Q: 3 clusters Score -1341440 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1341806.125000 Penalty: 4643.865234
	Iteration 7Q: 3 clusters Score -1341806 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1342245.500000 Penalty: 4643.865234
	Iteration 8Q: 3 clusters Score -1342246 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1342876.875000 Penalty: 4643.865234
	Iteration 9F: 3 clusters Score -1342877 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1343553.000000 Penalty: 4643.865234
	Iteration 10F: 3 clusters Score -1343553 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1344026.375000 Penalty: 4643.865234
	Iteration 11Q: 3 clusters Score -1344026 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1344328.375000 Penalty: 4643.865234
	Iteration 12Q: 3 clusters Score -1344328 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1344473.250000 Penalty: 4643.865234
	Iteration 13Q: 3 clusters Score -1344473 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1344583.625000 Penalty: 4643.865234
	Iteration 14Q: 3 clusters Score -1344584 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1344673.500000 Penalty: 4643.865234
	Iteration 15Q: 3 clusters Score -1344674 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1344745.625000 Penalty: 4643.865234
	Iteration 16Q: 3 clusters Score -1344746 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1344797.000000 Penalty: 4643.865234
	Iteration 17Q: 3 clusters Score -1344797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1344824.750000 Penalty: 4643.865234
	Iteration 18Q: 3 clusters Score -1344825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1344846.875000 Penalty: 4643.865234
	Iteration 19Q: 3 clusters Score -1344847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1344852.375000 Penalty: 4643.865234
	Iteration 20F: 3 clusters Score -1344852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1344861.875000 Penalty: 4643.865234
	Iteration 21Q: 3 clusters Score -1344862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1344871.500000 Penalty: 4643.865234
	Iteration 22Q: 3 clusters Score -1344872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1344878.875000 Penalty: 4643.865234
	Iteration 23Q: 3 clusters Score -1344879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1344884.750000 Penalty: 4643.865234
	Iteration 24Q: 3 clusters Score -1344885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1344885.875000 Penalty: 4643.865234
	Iteration 25Q: 3 clusters Score -1344886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1344886.625000 Penalty: 4643.865234
	Iteration 26Q: 3 clusters Score -1344887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1344888.250000 Penalty: 4643.865234
	Iteration 27Q: 3 clusters Score -1344888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1344888.000000 Penalty: 4643.865234
	Iteration 28Q: 3 clusters Score -1344888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1344888.500000 Penalty: 4643.865234
	Iteration 29Q: 3 clusters Score -1344888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1344888.125000 Penalty: 4643.865234
	Iteration 30Q: 3 clusters Score -1344888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1344891.250000 Penalty: 4643.865234
	Iteration 31Q: 3 clusters Score -1344891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1344890.500000 Penalty: 4643.865234
	Iteration 32Q: 3 clusters Score -1344890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1344892.125000 Penalty: 4643.865234
	Iteration 33Q: 3 clusters Score -1344892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1344892.250000 Penalty: 4643.865234
	Iteration 34Q: 3 clusters Score -1344892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1344891.750000 Penalty: 4643.865234
	Iteration 35Q: 3 clusters Score -1344892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1344892.125000 Penalty: 4643.865234
	Iteration 36Q: 3 clusters Score -1344892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1344891.500000 Penalty: 4643.865234
	Iteration 37Q: 3 clusters Score -1344892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1344892.125000 Penalty: 4643.865234
	Iteration 38Q: 3 clusters Score -1344892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1344892.125000 Penalty: 4643.865234
	Iteration 39Q: 3 clusters Score -1344892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1344890.875000 Penalty: 4643.865234
	Iteration 40F: 3 clusters Score -1344891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1344891.375000 Penalty: 4643.865234
	Iteration 41Q: 3 clusters Score -1344891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1344894.250000 Penalty: 4643.865234
	Iteration 42Q: 3 clusters Score -1344894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1344896.875000 Penalty: 4643.865234
	Iteration 43Q: 3 clusters Score -1344897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1344893.750000 Penalty: 4643.865234
	Iteration 44Q: 3 clusters Score -1344894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1344894.125000 Penalty: 4643.865234
	Iteration 45Q: 3 clusters Score -1344894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1344897.375000 Penalty: 4643.865234
	Iteration 46Q: 3 clusters Score -1344897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1344896.125000 Penalty: 4643.865234
	Iteration 47Q: 3 clusters Score -1344896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1344897.250000 Penalty: 4643.865234
	Iteration 48Q: 3 clusters Score -1344897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1344895.875000 Penalty: 4643.865234
	Iteration 49Q: 3 clusters Score -1344896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1344895.875000 Penalty: 4643.865234
	Iteration 50F: 3 clusters Score -1344896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (54070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Entering Unmasked Estep 
Score: -5798912.500000 Penalty: 2702.712646
	Iteration 0F: 2 clusters Score -5798912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -5762642.000000 Penalty: 5405.425293
	Iteration 0F: 3 clusters Score -5762642 nChanged 24995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -5777239.500000 Penalty: 5405.425293
	Iteration 1F: 3 clusters Score -5777240 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -5778523.000000 Penalty: 5405.425293
	Iteration 2F: 3 clusters Score -5778523 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -5779998.000000 Penalty: 5405.425293
	Iteration 3F: 3 clusters Score -5779998 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -5781594.000000 Penalty: 5405.425293
	Iteration 4F: 3 clusters Score -5781594 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -5783305.500000 Penalty: 5405.425293
	Iteration 5F: 3 clusters Score -5783306 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -5784850.000000 Penalty: 5405.425293
	Iteration 6F: 3 clusters Score -5784850 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -5786253.500000 Penalty: 5405.425293
	Iteration 7Q: 3 clusters Score -5786254 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -5787617.000000 Penalty: 5405.425293
	Iteration 8Q: 3 clusters Score -5787617 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5788953.500000 Penalty: 5405.425293
	Iteration 9Q: 3 clusters Score -5788954 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -5790186.000000 Penalty: 5405.425293
	Iteration 10Q: 3 clusters Score -5790186 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -5791307.500000 Penalty: 5405.425293
	Iteration 11Q: 3 clusters Score -5791308 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -5792304.000000 Penalty: 5405.425293
	Iteration 12Q: 3 clusters Score -5792304 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -5793187.500000 Penalty: 5405.425293
	Iteration 13Q: 3 clusters Score -5793188 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -5793982.000000 Penalty: 5405.425293
	Iteration 14Q: 3 clusters Score -5793982 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -5794664.000000 Penalty: 5405.425293
	Iteration 15Q: 3 clusters Score -5794664 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -5795349.500000 Penalty: 5405.425293
	Iteration 16Q: 3 clusters Score -5795350 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -5795891.000000 Penalty: 5405.425293
	Iteration 17Q: 3 clusters Score -5795891 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -5796176.500000 Penalty: 5405.425293
	Iteration 18Q: 3 clusters Score -5796176 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -5796395.500000 Penalty: 5405.425293
	Iteration 19Q: 3 clusters Score -5796396 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -5796524.500000 Penalty: 5405.425293
	Iteration 20F: 3 clusters Score -5796524 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -5796592.000000 Penalty: 5405.425293
	Iteration 21Q: 3 clusters Score -5796592 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -5796640.500000 Penalty: 5405.425293
	Iteration 22Q: 3 clusters Score -5796640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -5796716.000000 Penalty: 5405.425293
	Iteration 23Q: 3 clusters Score -5796716 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -5796784.000000 Penalty: 5405.425293
	Iteration 24Q: 3 clusters Score -5796784 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -5796815.500000 Penalty: 5405.425293
	Iteration 25Q: 3 clusters Score -5796816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -5796863.000000 Penalty: 5405.425293
	Iteration 26Q: 3 clusters Score -5796863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -5796882.500000 Penalty: 5405.425293
	Iteration 27Q: 3 clusters Score -5796882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -5796920.000000 Penalty: 5405.425293
	Iteration 28Q: 3 clusters Score -5796920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -5796924.000000 Penalty: 5405.425293
	Iteration 29Q: 3 clusters Score -5796924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -5796960.000000 Penalty: 5405.425293
	Iteration 30Q: 3 clusters Score -5796960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -5796994.500000 Penalty: 5405.425293
	Iteration 31Q: 3 clusters Score -5796994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -5797022.500000 Penalty: 5405.425293
	Iteration 32Q: 3 clusters Score -5797022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -5797045.000000 Penalty: 5405.425293
	Iteration 33Q: 3 clusters Score -5797045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -5797055.000000 Penalty: 5405.425293
	Iteration 34Q: 3 clusters Score -5797055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -5797065.000000 Penalty: 5405.425293
	Iteration 35Q: 3 clusters Score -5797065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -5797072.000000 Penalty: 5405.425293
	Iteration 36Q: 3 clusters Score -5797072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -5797066.000000 Penalty: 5405.425293
	Iteration 37Q: 3 clusters Score -5797066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -5797058.000000 Penalty: 5405.425293
	Iteration 38Q: 3 clusters Score -5797058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -5797062.000000 Penalty: 5405.425293
	Iteration 39Q: 3 clusters Score -5797062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -5797064.500000 Penalty: 5405.425293
	Iteration 40F: 3 clusters Score -5797064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -5797067.000000 Penalty: 5405.425293
	Iteration 41Q: 3 clusters Score -5797067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -5797076.500000 Penalty: 5405.425293
	Iteration 42Q: 3 clusters Score -5797076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -5797081.000000 Penalty: 5405.425293
	Iteration 43Q: 3 clusters Score -5797081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -5797077.000000 Penalty: 5405.425293
	Iteration 44Q: 3 clusters Score -5797077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -5797086.500000 Penalty: 5405.425293
	Iteration 45Q: 3 clusters Score -5797086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -5797091.500000 Penalty: 5405.425293
	Iteration 46Q: 3 clusters Score -5797092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -5797094.500000 Penalty: 5405.425293
	Iteration 47Q: 3 clusters Score -5797094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -5797102.500000 Penalty: 5405.425293
	Iteration 48Q: 3 clusters Score -5797102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -5797103.000000 Penalty: 5405.425293
	Iteration 49Q: 3 clusters Score -5797103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -5797101.000000 Penalty: 5405.425293
	Iteration 50Q: 3 clusters Score -5797101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -5797095.000000 Penalty: 5405.425293
	Iteration 51Q: 3 clusters Score -5797095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -5797097.500000 Penalty: 5405.425293
	Iteration 52Q: 3 clusters Score -5797098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -5797097.000000 Penalty: 5405.425293
	Iteration 53Q: 3 clusters Score -5797097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -5797098.000000 Penalty: 5405.425293
	Iteration 54Q: 3 clusters Score -5797098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -5797098.000000 Penalty: 5405.425293
	Iteration 55F: 3 clusters Score -5797098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Entering Unmasked Estep 
Score: -3061150.250000 Penalty: 2522.993652
	Iteration 0F: 2 clusters Score -3061150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3043000.250000 Penalty: 5045.987305
	Iteration 0F: 3 clusters Score -3043000 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3049321.500000 Penalty: 5045.987305
	Iteration 1F: 3 clusters Score -3049322 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3049773.750000 Penalty: 5045.987305
	Iteration 2F: 3 clusters Score -3049774 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3050178.500000 Penalty: 5045.987305
	Iteration 3Q: 3 clusters Score -3050178 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3050564.000000 Penalty: 5045.987305
	Iteration 4Q: 3 clusters Score -3050564 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3050922.500000 Penalty: 5045.987305
	Iteration 5Q: 3 clusters Score -3050922 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3051306.250000 Penalty: 5045.987305
	Iteration 6Q: 3 clusters Score -3051306 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3051752.750000 Penalty: 5045.987305
	Iteration 7Q: 3 clusters Score -3051753 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3052204.750000 Penalty: 5045.987305
	Iteration 8Q: 3 clusters Score -3052205 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3052776.250000 Penalty: 5045.987305
	Iteration 9Q: 3 clusters Score -3052776 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3053440.750000 Penalty: 5045.987305
	Iteration 10Q: 3 clusters Score -3053441 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3054151.000000 Penalty: 5045.987305
	Iteration 11Q: 3 clusters Score -3054151 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3054888.750000 Penalty: 5045.987305
	Iteration 12Q: 3 clusters Score -3054889 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3055601.250000 Penalty: 5045.987305
	Iteration 13Q: 3 clusters Score -3055601 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3056183.000000 Penalty: 5045.987305
	Iteration 14Q: 3 clusters Score -3056183 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3056757.250000 Penalty: 5045.987305
	Iteration 15Q: 3 clusters Score -3056757 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3057210.750000 Penalty: 5045.987305
	Iteration 16Q: 3 clusters Score -3057211 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3057612.750000 Penalty: 5045.987305
	Iteration 17Q: 3 clusters Score -3057613 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3057951.250000 Penalty: 5045.987305
	Iteration 18Q: 3 clusters Score -3057951 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3058200.500000 Penalty: 5045.987305
	Iteration 19Q: 3 clusters Score -3058200 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3058427.250000 Penalty: 5045.987305
	Iteration 20F: 3 clusters Score -3058427 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3058600.000000 Penalty: 5045.987305
	Iteration 21Q: 3 clusters Score -3058600 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3058709.750000 Penalty: 5045.987305
	Iteration 22Q: 3 clusters Score -3058710 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3058795.250000 Penalty: 5045.987305
	Iteration 23Q: 3 clusters Score -3058795 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3058879.500000 Penalty: 5045.987305
	Iteration 24Q: 3 clusters Score -3058880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3058922.250000 Penalty: 5045.987305
	Iteration 25Q: 3 clusters Score -3058922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3058961.750000 Penalty: 5045.987305
	Iteration 26Q: 3 clusters Score -3058962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3058995.500000 Penalty: 5045.987305
	Iteration 27Q: 3 clusters Score -3058996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3059025.750000 Penalty: 5045.987305
	Iteration 28Q: 3 clusters Score -3059026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3059049.250000 Penalty: 5045.987305
	Iteration 29Q: 3 clusters Score -3059049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3059073.500000 Penalty: 5045.987305
	Iteration 30Q: 3 clusters Score -3059074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3059087.500000 Penalty: 5045.987305
	Iteration 31Q: 3 clusters Score -3059088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3059095.750000 Penalty: 5045.987305
	Iteration 32Q: 3 clusters Score -3059096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3059095.000000 Penalty: 5045.987305
	Iteration 33Q: 3 clusters Score -3059095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3059103.250000 Penalty: 5045.987305
	Iteration 34Q: 3 clusters Score -3059103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3059113.000000 Penalty: 5045.987305
	Iteration 35Q: 3 clusters Score -3059113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3059123.500000 Penalty: 5045.987305
	Iteration 36Q: 3 clusters Score -3059124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3059131.750000 Penalty: 5045.987305
	Iteration 37Q: 3 clusters Score -3059132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3059139.250000 Penalty: 5045.987305
	Iteration 38Q: 3 clusters Score -3059139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3059144.250000 Penalty: 5045.987305
	Iteration 39Q: 3 clusters Score -3059144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3059145.000000 Penalty: 5045.987305
	Iteration 40F: 3 clusters Score -3059145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3059147.250000 Penalty: 5045.987305
	Iteration 41Q: 3 clusters Score -3059147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3059151.250000 Penalty: 5045.987305
	Iteration 42Q: 3 clusters Score -3059151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3059154.000000 Penalty: 5045.987305
	Iteration 43Q: 3 clusters Score -3059154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3059158.250000 Penalty: 5045.987305
	Iteration 44Q: 3 clusters Score -3059158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3059155.750000 Penalty: 5045.987305
	Iteration 45Q: 3 clusters Score -3059156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3059154.000000 Penalty: 5045.987305
	Iteration 46Q: 3 clusters Score -3059154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3059165.000000 Penalty: 5045.987305
	Iteration 47Q: 3 clusters Score -3059165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3059163.750000 Penalty: 5045.987305
	Iteration 48Q: 3 clusters Score -3059164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3059163.250000 Penalty: 5045.987305
	Iteration 49Q: 3 clusters Score -3059163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3059162.000000 Penalty: 5045.987305
	Iteration 50Q: 3 clusters Score -3059162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3059167.000000 Penalty: 5045.987305
	Iteration 51Q: 3 clusters Score -3059167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3059171.000000 Penalty: 5045.987305
	Iteration 52Q: 3 clusters Score -3059171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3059167.500000 Penalty: 5045.987305
	Iteration 53Q: 3 clusters Score -3059168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3059172.000000 Penalty: 5045.987305
	Iteration 54Q: 3 clusters Score -3059172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3059171.750000 Penalty: 5045.987305
	Iteration 55Q: 3 clusters Score -3059172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3059171.500000 Penalty: 5045.987305
	Iteration 56Q: 3 clusters Score -3059172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3059172.000000 Penalty: 5045.987305
	Iteration 57Q: 3 clusters Score -3059172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3059170.000000 Penalty: 5045.987305
	Iteration 58Q: 3 clusters Score -3059170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3059169.500000 Penalty: 5045.987305
	Iteration 59Q: 3 clusters Score -3059170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3059172.750000 Penalty: 5045.987305
	Iteration 60F: 3 clusters Score -3059173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3059175.000000 Penalty: 5045.987305
	Iteration 61Q: 3 clusters Score -3059175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3059180.000000 Penalty: 5045.987305
	Iteration 62Q: 3 clusters Score -3059180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3059186.750000 Penalty: 5045.987305
	Iteration 63Q: 3 clusters Score -3059187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3059190.750000 Penalty: 5045.987305
	Iteration 64Q: 3 clusters Score -3059191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3059197.750000 Penalty: 5045.987305
	Iteration 65Q: 3 clusters Score -3059198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3059193.750000 Penalty: 5045.987305
	Iteration 66Q: 3 clusters Score -3059194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3059196.000000 Penalty: 5045.987305
	Iteration 67Q: 3 clusters Score -3059196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3059194.750000 Penalty: 5045.987305
	Iteration 68Q: 3 clusters Score -3059195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3059196.000000 Penalty: 5045.987305
	Iteration 69Q: 3 clusters Score -3059196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3059197.000000 Penalty: 5045.987305
	Iteration 70Q: 3 clusters Score -3059197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3059196.250000 Penalty: 5045.987305
	Iteration 71Q: 3 clusters Score -3059196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3059195.750000 Penalty: 5045.987305
	Iteration 72Q: 3 clusters Score -3059196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3059195.750000 Penalty: 5045.987305
	Iteration 73F: 3 clusters Score -3059196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (64515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Entering Unmasked Estep 
Score: -7723510.000000 Penalty: 2746.513916
	Iteration 0F: 2 clusters Score -7723510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -7680203.500000 Penalty: 5493.027832
	Iteration 0F: 3 clusters Score -7680204 nChanged 30175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -7697010.500000 Penalty: 5493.027832
	Iteration 1F: 3 clusters Score -7697010 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -7697790.000000 Penalty: 5493.027832
	Iteration 2Q: 3 clusters Score -7697790 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -7698892.000000 Penalty: 5493.027832
	Iteration 3Q: 3 clusters Score -7698892 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -7700803.000000 Penalty: 5493.027832
	Iteration 4Q: 3 clusters Score -7700803 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -7703839.500000 Penalty: 5493.027832
	Iteration 5F: 3 clusters Score -7703840 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -7707808.500000 Penalty: 5493.027832
	Iteration 6F: 3 clusters Score -7707808 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -7711662.000000 Penalty: 5493.027832
	Iteration 7F: 3 clusters Score -7711662 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -7714332.500000 Penalty: 5493.027832
	Iteration 8F: 3 clusters Score -7714332 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -7715782.500000 Penalty: 5493.027832
	Iteration 9Q: 3 clusters Score -7715782 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -7716523.500000 Penalty: 5493.027832
	Iteration 10Q: 3 clusters Score -7716524 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -7716926.000000 Penalty: 5493.027832
	Iteration 11Q: 3 clusters Score -7716926 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -7717235.000000 Penalty: 5493.027832
	Iteration 12Q: 3 clusters Score -7717235 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -7717433.500000 Penalty: 5493.027832
	Iteration 13Q: 3 clusters Score -7717434 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -7717663.000000 Penalty: 5493.027832
	Iteration 14Q: 3 clusters Score -7717663 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -7717899.000000 Penalty: 5493.027832
	Iteration 15Q: 3 clusters Score -7717899 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -7718100.000000 Penalty: 5493.027832
	Iteration 16Q: 3 clusters Score -7718100 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -7718281.000000 Penalty: 5493.027832
	Iteration 17Q: 3 clusters Score -7718281 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -7718542.000000 Penalty: 5493.027832
	Iteration 18Q: 3 clusters Score -7718542 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -7718733.500000 Penalty: 5493.027832
	Iteration 19Q: 3 clusters Score -7718734 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -7718959.500000 Penalty: 5493.027832
	Iteration 20F: 3 clusters Score -7718960 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -7719133.000000 Penalty: 5493.027832
	Iteration 21Q: 3 clusters Score -7719133 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -7719335.500000 Penalty: 5493.027832
	Iteration 22Q: 3 clusters Score -7719336 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -7719493.000000 Penalty: 5493.027832
	Iteration 23Q: 3 clusters Score -7719493 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -7719716.000000 Penalty: 5493.027832
	Iteration 24Q: 3 clusters Score -7719716 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -7719875.500000 Penalty: 5493.027832
	Iteration 25Q: 3 clusters Score -7719876 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -7720040.000000 Penalty: 5493.027832
	Iteration 26Q: 3 clusters Score -7720040 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -7720173.000000 Penalty: 5493.027832
	Iteration 27Q: 3 clusters Score -7720173 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -7720293.500000 Penalty: 5493.027832
	Iteration 28Q: 3 clusters Score -7720294 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -7720394.500000 Penalty: 5493.027832
	Iteration 29Q: 3 clusters Score -7720394 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -7720506.500000 Penalty: 5493.027832
	Iteration 30Q: 3 clusters Score -7720506 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -7720622.500000 Penalty: 5493.027832
	Iteration 31Q: 3 clusters Score -7720622 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -7720729.000000 Penalty: 5493.027832
	Iteration 32Q: 3 clusters Score -7720729 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -7720811.500000 Penalty: 5493.027832
	Iteration 33Q: 3 clusters Score -7720812 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -7720890.500000 Penalty: 5493.027832
	Iteration 34Q: 3 clusters Score -7720890 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -7720986.000000 Penalty: 5493.027832
	Iteration 35Q: 3 clusters Score -7720986 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -7721066.500000 Penalty: 5493.027832
	Iteration 36Q: 3 clusters Score -7721066 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -7721104.000000 Penalty: 5493.027832
	Iteration 37Q: 3 clusters Score -7721104 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -7721151.000000 Penalty: 5493.027832
	Iteration 38Q: 3 clusters Score -7721151 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -7721220.000000 Penalty: 5493.027832
	Iteration 39Q: 3 clusters Score -7721220 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -7721264.000000 Penalty: 5493.027832
	Iteration 40F: 3 clusters Score -7721264 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -7721300.500000 Penalty: 5493.027832
	Iteration 41Q: 3 clusters Score -7721300 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -7721322.500000 Penalty: 5493.027832
	Iteration 42Q: 3 clusters Score -7721322 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -7721346.000000 Penalty: 5493.027832
	Iteration 43Q: 3 clusters Score -7721346 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -7721363.000000 Penalty: 5493.027832
	Iteration 44Q: 3 clusters Score -7721363 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -7721350.500000 Penalty: 5493.027832
	Iteration 45Q: 3 clusters Score -7721350 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -7721350.500000 Penalty: 5493.027832
	Iteration 46Q: 3 clusters Score -7721350 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -7721361.000000 Penalty: 5493.027832
	Iteration 47Q: 3 clusters Score -7721361 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -7721394.000000 Penalty: 5493.027832
	Iteration 48Q: 3 clusters Score -7721394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -7721395.500000 Penalty: 5493.027832
	Iteration 49Q: 3 clusters Score -7721396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -7721406.500000 Penalty: 5493.027832
	Iteration 50Q: 3 clusters Score -7721406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -7721422.000000 Penalty: 5493.027832
	Iteration 51Q: 3 clusters Score -7721422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -7721453.500000 Penalty: 5493.027832
	Iteration 52Q: 3 clusters Score -7721454 nChanged 61
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Mstep: Class 2 contains 59172 members 
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Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7721492 nChanged 49
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Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7721512 nChanged 65
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Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 59332 members 
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	Iteration 56Q: 3 clusters Score -7721524 nChanged 73
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7721536 nChanged 67
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Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7721556 nChanged 60
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Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7721564 nChanged 64
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Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7721566 nChanged 48
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Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7721584 nChanged 39
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Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7721588 nChanged 34
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Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7721590 nChanged 42
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Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 59715 members 
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	Iteration 64Q: 3 clusters Score -7721590 nChanged 53
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Mstep: Class 1 contains 4751 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7721596 nChanged 52
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Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7721594 nChanged 47
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Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7721595 nChanged 42
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Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7721606 nChanged 37
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Mstep: Class 2 contains 59914 members 
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	Iteration 69Q: 3 clusters Score -7721595 nChanged 29
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Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 59939 members 
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	Iteration 70Q: 3 clusters Score -7721588 nChanged 18
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Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 59957 members 
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	Iteration 71Q: 3 clusters Score -7721595 nChanged 24
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	Iteration 72Q: 3 clusters Score -7721599 nChanged 23
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7721609 nChanged 31
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Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 60025 members 
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	Iteration 74Q: 3 clusters Score -7721614 nChanged 20
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	Iteration 75Q: 3 clusters Score -7721610 nChanged 27
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	Iteration 76Q: 3 clusters Score -7721604 nChanged 27
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Mstep: Class 1 contains 4420 members 
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	Iteration 77Q: 3 clusters Score -7721604 nChanged 23
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Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 60112 members 
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	Iteration 78Q: 3 clusters Score -7721600 nChanged 37
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Mstep: Class 2 contains 60143 members 
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	Iteration 79Q: 3 clusters Score -7721609 nChanged 39
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Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -7721620.000000 Penalty: 5493.027832
	Iteration 80F: 3 clusters Score -7721620 nChanged 33
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Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 60205 members 
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	Iteration 81Q: 3 clusters Score -7721626 nChanged 30
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Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 60233 members 
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	Iteration 82Q: 3 clusters Score -7721616 nChanged 30
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Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 60257 members 
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	Iteration 83Q: 3 clusters Score -7721628 nChanged 27
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Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 60274 members 
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	Iteration 84Q: 3 clusters Score -7721640 nChanged 21
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Mstep: Class 1 contains 4224 members 
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	Iteration 85Q: 3 clusters Score -7721656 nChanged 24
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Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 60313 members 
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	Iteration 86Q: 3 clusters Score -7721653 nChanged 22
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Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 60333 members 
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	Iteration 87Q: 3 clusters Score -7721648 nChanged 19
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Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 60352 members 
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	Iteration 88Q: 3 clusters Score -7721660 nChanged 21
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Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 60371 members 
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	Iteration 89Q: 3 clusters Score -7721649 nChanged 25
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Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 60388 members 
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	Iteration 90Q: 3 clusters Score -7721651 nChanged 19
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Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 60403 members 
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	Iteration 91Q: 3 clusters Score -7721656 nChanged 14
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Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 60417 members 
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	Iteration 92Q: 3 clusters Score -7721662 nChanged 10
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Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 60423 members 
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	Iteration 93Q: 3 clusters Score -7721658 nChanged 6
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Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 60429 members 
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	Iteration 94Q: 3 clusters Score -7721654 nChanged 7
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Mstep: Class 1 contains 4081 members 
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	Iteration 95Q: 3 clusters Score -7721646 nChanged 6
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Mstep: Class 1 contains 4075 members 
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	Iteration 96Q: 3 clusters Score -7721651 nChanged 4
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Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 60442 members 
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	Iteration 97Q: 3 clusters Score -7721650 nChanged 5
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Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 60447 members 
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	Iteration 98Q: 3 clusters Score -7721647 nChanged 7
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Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 60454 members 
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Score: -7721641.500000 Penalty: 5493.027832
	Iteration 99Q: 3 clusters Score -7721642 nChanged 6
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Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 60458 members 
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	Iteration 100F: 3 clusters Score -7721648 nChanged 6
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Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 60462 members 
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	Iteration 101Q: 3 clusters Score -7721649 nChanged 6
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Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 60468 members 
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	Iteration 102Q: 3 clusters Score -7721650 nChanged 10
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Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 60474 members 
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	Iteration 103Q: 3 clusters Score -7721650 nChanged 8
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Mstep: Class 1 contains 4033 members 
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	Iteration 104Q: 3 clusters Score -7721646 nChanged 3
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Mstep: Class 1 contains 4030 members 
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	Iteration 105Q: 3 clusters Score -7721648 nChanged 3
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Mstep: Class 1 contains 4027 members 
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	Iteration 106Q: 3 clusters Score -7721649 nChanged 2
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	Iteration 107Q: 3 clusters Score -7721653 nChanged 1
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	Iteration 108Q: 3 clusters Score -7721653 nChanged 3
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	Iteration 109Q: 3 clusters Score -7721651 nChanged 2
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Mstep: Class 1 contains 4019 members 
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	Iteration 110Q: 3 clusters Score -7721646 nChanged 1
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	Iteration 111Q: 3 clusters Score -7721646 nChanged 1
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Mstep: Class 1 contains 4017 members 
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	Iteration 112Q: 3 clusters Score -7721646 nChanged 4
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Mstep: Class 2 contains 60502 members 
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	Iteration 113Q: 3 clusters Score -7721654 nChanged 7
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Mstep: Class 2 contains 60509 members 
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	Iteration 114Q: 3 clusters Score -7721650 nChanged 10
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Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 60519 members 
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	Iteration 115Q: 3 clusters Score -7721664 nChanged 12
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Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 60531 members 
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	Iteration 116Q: 3 clusters Score -7721660 nChanged 15
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	Iteration 117Q: 3 clusters Score -7721658 nChanged 11
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	Iteration 118Q: 3 clusters Score -7721664 nChanged 13
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	Iteration 119Q: 3 clusters Score -7721664 nChanged 15
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	Iteration 120F: 3 clusters Score -7721657 nChanged 11
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	Iteration 121Q: 3 clusters Score -7721658 nChanged 10
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	Iteration 122Q: 3 clusters Score -7721662 nChanged 7
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	Iteration 123Q: 3 clusters Score -7721669 nChanged 7
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	Iteration 124Q: 3 clusters Score -7721680 nChanged 7
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	Iteration 125Q: 3 clusters Score -7721674 nChanged 9
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	Iteration 126Q: 3 clusters Score -7721674 nChanged 15
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	Iteration 127Q: 3 clusters Score -7721682 nChanged 13
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	Iteration 128Q: 3 clusters Score -7721686 nChanged 17
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	Iteration 129Q: 3 clusters Score -7721692 nChanged 18
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	Iteration 130Q: 3 clusters Score -7721692 nChanged 15
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	Iteration 131Q: 3 clusters Score -7721688 nChanged 10
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	Iteration 132Q: 3 clusters Score -7721690 nChanged 8
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	Iteration 133Q: 3 clusters Score -7721676 nChanged 9
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	Iteration 134Q: 3 clusters Score -7721674 nChanged 4
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	Iteration 135Q: 3 clusters Score -7721672 nChanged 2
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	Iteration 136Q: 3 clusters Score -7721678 nChanged 4
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	Iteration 137Q: 3 clusters Score -7721678 nChanged 2
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	Iteration 138Q: 3 clusters Score -7721681 nChanged 6
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	Iteration 139Q: 3 clusters Score -7721681 nChanged 8
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	Iteration 140F: 3 clusters Score -7721686 nChanged 11
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	Iteration 141Q: 3 clusters Score -7721689 nChanged 6
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	Iteration 142Q: 3 clusters Score -7721700 nChanged 10
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	Iteration 143Q: 3 clusters Score -7721695 nChanged 11
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	Iteration 144Q: 3 clusters Score -7721692 nChanged 10
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	Iteration 145Q: 3 clusters Score -7721696 nChanged 8
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	Iteration 146Q: 3 clusters Score -7721688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -7721697.500000 Penalty: 5493.027832
	Iteration 147Q: 3 clusters Score -7721698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -7721695.500000 Penalty: 5493.027832
	Iteration 148Q: 3 clusters Score -7721696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -7721691.500000 Penalty: 5493.027832
	Iteration 149Q: 3 clusters Score -7721692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -7721694.000000 Penalty: 5493.027832
	Iteration 150Q: 3 clusters Score -7721694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -7721692.500000 Penalty: 5493.027832
	Iteration 151Q: 3 clusters Score -7721692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -7721694.500000 Penalty: 5493.027832
	Iteration 152Q: 3 clusters Score -7721694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -7721694.000000 Penalty: 5493.027832
	Iteration 153Q: 3 clusters Score -7721694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -7721690.500000 Penalty: 5493.027832
	Iteration 154Q: 3 clusters Score -7721690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -7721690.500000 Penalty: 5493.027832
	Iteration 155F: 3 clusters Score -7721690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -43120.972656 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -43120.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41930.433594 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -41930.43 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42276.925781 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -42276.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42433.796875 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -42433.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -42571.253906 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -42571.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -42648.253906 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -42648.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -42704.246094 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -42704.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -42720.972656 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -42720.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42724.187500 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -42724.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42725.753906 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -42725.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42757.937500 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -42757.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42760.695312 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -42760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42768.386719 Penalty: 3019.040283
	Iteration 11F: 3 clusters Score -42768.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42807.332031 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -42807.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42815.398438 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -42815.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42818.605469 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -42818.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42825.003906 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -42825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42825.003906 Penalty: 3019.040283
	Iteration 16F: 3 clusters Score -42825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -371522.968750 Penalty: 1955.654907
	Iteration 0F: 2 clusters Score -371523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -368647.656250 Penalty: 3911.309814
	Iteration 0F: 3 clusters Score -368647.7 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -371655.843750 Penalty: 3911.309814
	Iteration 1F: 3 clusters Score -371655.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -373571.500000 Penalty: 3911.309814
	Iteration 2F: 3 clusters Score -373571.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -374278.812500 Penalty: 3911.309814
	Iteration 3F: 3 clusters Score -374278.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -374659.281250 Penalty: 3911.309814
	Iteration 4Q: 3 clusters Score -374659.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -374762.281250 Penalty: 3911.309814
	Iteration 5Q: 3 clusters Score -374762.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -374814.718750 Penalty: 3911.309814
	Iteration 6Q: 3 clusters Score -374814.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -374855.312500 Penalty: 3911.309814
	Iteration 7Q: 3 clusters Score -374855.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -374879.312500 Penalty: 3911.309814
	Iteration 8Q: 3 clusters Score -374879.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -374895.593750 Penalty: 3911.309814
	Iteration 9Q: 3 clusters Score -374895.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -374917.718750 Penalty: 3911.309814
	Iteration 10Q: 3 clusters Score -374917.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -374930.687500 Penalty: 3911.309814
	Iteration 11Q: 3 clusters Score -374930.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -374953.000000 Penalty: 3911.309814
	Iteration 12Q: 3 clusters Score -374953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -374970.000000 Penalty: 3911.309814
	Iteration 13Q: 3 clusters Score -374970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -374976.218750 Penalty: 3911.309814
	Iteration 14Q: 3 clusters Score -374976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -374976.218750 Penalty: 3911.309814
	Iteration 15F: 3 clusters Score -374976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 1234 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Mstep: Class 63 contains 321 members 
Entering Unmasked Estep 
Score: -133737240.000000 Penalty: 218415.500000
Splitting cluster 30 changes total score from -133734800.000000 to -133737240.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 31 (10262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Entering Unmasked Estep 
Score: -1181621.250000 Penalty: 2290.578369
	Iteration 0F: 2 clusters Score -1181621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1173763.000000 Penalty: 4581.156738
	Iteration 0F: 3 clusters Score -1173763 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1176093.625000 Penalty: 4581.156738
	Iteration 1F: 3 clusters Score -1176094 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1176564.125000 Penalty: 4581.156738
	Iteration 2F: 3 clusters Score -1176564 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1177065.500000 Penalty: 4581.156738
	Iteration 3F: 3 clusters Score -1177066 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1177583.000000 Penalty: 4581.156738
	Iteration 4F: 3 clusters Score -1177583 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1178117.750000 Penalty: 4581.156738
	Iteration 5F: 3 clusters Score -1178118 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1178575.250000 Penalty: 4581.156738
	Iteration 6F: 3 clusters Score -1178575 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1178968.500000 Penalty: 4581.156738
	Iteration 7F: 3 clusters Score -1178968 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1179294.875000 Penalty: 4581.156738
	Iteration 8Q: 3 clusters Score -1179295 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1179591.125000 Penalty: 4581.156738
	Iteration 9Q: 3 clusters Score -1179591 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1179921.375000 Penalty: 4581.156738
	Iteration 10Q: 3 clusters Score -1179921 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1180236.000000 Penalty: 4581.156738
	Iteration 11Q: 3 clusters Score -1180236 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1180497.375000 Penalty: 4581.156738
	Iteration 12Q: 3 clusters Score -1180497 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1180684.375000 Penalty: 4581.156738
	Iteration 13Q: 3 clusters Score -1180684 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1180841.375000 Penalty: 4581.156738
	Iteration 14Q: 3 clusters Score -1180841 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1180974.500000 Penalty: 4581.156738
	Iteration 15Q: 3 clusters Score -1180974 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1181076.500000 Penalty: 4581.156738
	Iteration 16Q: 3 clusters Score -1181076 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1181136.000000 Penalty: 4581.156738
	Iteration 17Q: 3 clusters Score -1181136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1181179.000000 Penalty: 4581.156738
	Iteration 18Q: 3 clusters Score -1181179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1181211.000000 Penalty: 4581.156738
	Iteration 19Q: 3 clusters Score -1181211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1181241.625000 Penalty: 4581.156738
	Iteration 20F: 3 clusters Score -1181242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1181260.250000 Penalty: 4581.156738
	Iteration 21Q: 3 clusters Score -1181260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1181278.000000 Penalty: 4581.156738
	Iteration 22Q: 3 clusters Score -1181278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1181285.000000 Penalty: 4581.156738
	Iteration 23Q: 3 clusters Score -1181285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1181289.500000 Penalty: 4581.156738
	Iteration 24Q: 3 clusters Score -1181290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1181293.875000 Penalty: 4581.156738
	Iteration 25Q: 3 clusters Score -1181294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1181303.500000 Penalty: 4581.156738
	Iteration 26Q: 3 clusters Score -1181304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1181311.125000 Penalty: 4581.156738
	Iteration 27Q: 3 clusters Score -1181311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1181313.375000 Penalty: 4581.156738
	Iteration 28Q: 3 clusters Score -1181313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1181318.125000 Penalty: 4581.156738
	Iteration 29Q: 3 clusters Score -1181318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1181320.000000 Penalty: 4581.156738
	Iteration 30Q: 3 clusters Score -1181320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1181324.125000 Penalty: 4581.156738
	Iteration 31Q: 3 clusters Score -1181324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1181326.000000 Penalty: 4581.156738
	Iteration 32Q: 3 clusters Score -1181326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1181327.000000 Penalty: 4581.156738
	Iteration 33Q: 3 clusters Score -1181327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1181328.000000 Penalty: 4581.156738
	Iteration 34Q: 3 clusters Score -1181328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1181330.875000 Penalty: 4581.156738
	Iteration 35Q: 3 clusters Score -1181331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1181332.250000 Penalty: 4581.156738
	Iteration 36Q: 3 clusters Score -1181332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1181335.000000 Penalty: 4581.156738
	Iteration 37Q: 3 clusters Score -1181335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1181334.750000 Penalty: 4581.156738
	Iteration 38Q: 3 clusters Score -1181335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1181340.500000 Penalty: 4581.156738
	Iteration 39Q: 3 clusters Score -1181340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1181342.750000 Penalty: 4581.156738
	Iteration 40F: 3 clusters Score -1181343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1181346.500000 Penalty: 4581.156738
	Iteration 41Q: 3 clusters Score -1181346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1181347.875000 Penalty: 4581.156738
	Iteration 42Q: 3 clusters Score -1181348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1181346.750000 Penalty: 4581.156738
	Iteration 43Q: 3 clusters Score -1181347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1181347.875000 Penalty: 4581.156738
	Iteration 44Q: 3 clusters Score -1181348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1181347.125000 Penalty: 4581.156738
	Iteration 45Q: 3 clusters Score -1181347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1181345.250000 Penalty: 4581.156738
	Iteration 46Q: 3 clusters Score -1181345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1181345.250000 Penalty: 4581.156738
	Iteration 47F: 3 clusters Score -1181345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Entering Unmasked Estep 
Score: -1166714.875000 Penalty: 2293.246582
	Iteration 0F: 2 clusters Score -1166715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1158810.375000 Penalty: 4586.493164
	Iteration 0F: 3 clusters Score -1158810 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1161367.750000 Penalty: 4586.493164
	Iteration 1F: 3 clusters Score -1161368 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1162117.375000 Penalty: 4586.493164
	Iteration 2F: 3 clusters Score -1162117 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1163026.000000 Penalty: 4586.493164
	Iteration 3F: 3 clusters Score -1163026 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1164122.250000 Penalty: 4586.493164
	Iteration 4F: 3 clusters Score -1164122 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1165177.875000 Penalty: 4586.493164
	Iteration 5F: 3 clusters Score -1165178 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1166109.875000 Penalty: 4586.493164
	Iteration 6F: 3 clusters Score -1166110 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1166764.500000 Penalty: 4586.493164
	Iteration 7F: 3 clusters Score -1166764 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1167101.375000 Penalty: 4586.493164
	Iteration 8Q: 3 clusters Score -1167101 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1167233.125000 Penalty: 4586.493164
	Iteration 9Q: 3 clusters Score -1167233 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1167295.000000 Penalty: 4586.493164
	Iteration 10Q: 3 clusters Score -1167295 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1167333.750000 Penalty: 4586.493164
	Iteration 11Q: 3 clusters Score -1167334 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1167378.000000 Penalty: 4586.493164
	Iteration 12Q: 3 clusters Score -1167378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1167427.500000 Penalty: 4586.493164
	Iteration 13Q: 3 clusters Score -1167428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1167483.000000 Penalty: 4586.493164
	Iteration 14Q: 3 clusters Score -1167483 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1167536.000000 Penalty: 4586.493164
	Iteration 15Q: 3 clusters Score -1167536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1167609.500000 Penalty: 4586.493164
	Iteration 16Q: 3 clusters Score -1167610 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1167715.125000 Penalty: 4586.493164
	Iteration 17Q: 3 clusters Score -1167715 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1167852.375000 Penalty: 4586.493164
	Iteration 18Q: 3 clusters Score -1167852 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1168005.250000 Penalty: 4586.493164
	Iteration 19Q: 3 clusters Score -1168005 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1168151.625000 Penalty: 4586.493164
	Iteration 20F: 3 clusters Score -1168152 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1168239.625000 Penalty: 4586.493164
	Iteration 21Q: 3 clusters Score -1168240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1168300.500000 Penalty: 4586.493164
	Iteration 22Q: 3 clusters Score -1168300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1168332.125000 Penalty: 4586.493164
	Iteration 23Q: 3 clusters Score -1168332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1168354.750000 Penalty: 4586.493164
	Iteration 24Q: 3 clusters Score -1168355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1168377.500000 Penalty: 4586.493164
	Iteration 25Q: 3 clusters Score -1168378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1168398.750000 Penalty: 4586.493164
	Iteration 26Q: 3 clusters Score -1168399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1168414.500000 Penalty: 4586.493164
	Iteration 27Q: 3 clusters Score -1168414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1168426.125000 Penalty: 4586.493164
	Iteration 28Q: 3 clusters Score -1168426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1168432.875000 Penalty: 4586.493164
	Iteration 29Q: 3 clusters Score -1168433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1168442.500000 Penalty: 4586.493164
	Iteration 30Q: 3 clusters Score -1168442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1168456.625000 Penalty: 4586.493164
	Iteration 31Q: 3 clusters Score -1168457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1168457.500000 Penalty: 4586.493164
	Iteration 32Q: 3 clusters Score -1168458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1168468.125000 Penalty: 4586.493164
	Iteration 33Q: 3 clusters Score -1168468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1168474.875000 Penalty: 4586.493164
	Iteration 34Q: 3 clusters Score -1168475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1168481.750000 Penalty: 4586.493164
	Iteration 35Q: 3 clusters Score -1168482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1168484.875000 Penalty: 4586.493164
	Iteration 36Q: 3 clusters Score -1168485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1168487.250000 Penalty: 4586.493164
	Iteration 37Q: 3 clusters Score -1168487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1168488.750000 Penalty: 4586.493164
	Iteration 38Q: 3 clusters Score -1168489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1168493.000000 Penalty: 4586.493164
	Iteration 39Q: 3 clusters Score -1168493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1168495.750000 Penalty: 4586.493164
	Iteration 40F: 3 clusters Score -1168496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1168496.750000 Penalty: 4586.493164
	Iteration 41Q: 3 clusters Score -1168497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1168496.875000 Penalty: 4586.493164
	Iteration 42Q: 3 clusters Score -1168497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1168497.500000 Penalty: 4586.493164
	Iteration 43Q: 3 clusters Score -1168498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1168496.500000 Penalty: 4586.493164
	Iteration 44Q: 3 clusters Score -1168496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1168495.125000 Penalty: 4586.493164
	Iteration 45Q: 3 clusters Score -1168495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1168495.375000 Penalty: 4586.493164
	Iteration 46Q: 3 clusters Score -1168495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1168493.625000 Penalty: 4586.493164
	Iteration 47Q: 3 clusters Score -1168494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1168493.625000 Penalty: 4586.493164
	Iteration 48F: 3 clusters Score -1168494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 1234 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 5622 members 
Entering Unmasked Estep 
Score: -133737720.000000 Penalty: 221882.406250
Splitting cluster 32 changes total score from -133734800.000000 to -133737720.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 33 (175954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175954 members 
Entering Unmasked Estep 
Score: -20738584.000000 Penalty: 2995.338623
	Iteration 0F: 2 clusters Score -2.073858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 88072 members 
Entering Unmasked Estep 
Score: -20621730.000000 Penalty: 5990.677246
	Iteration 0F: 3 clusters Score -2.062173e+07 nChanged 84270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -20670628.000000 Penalty: 5990.677246
	Iteration 1F: 3 clusters Score -2.067063e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -20672042.000000 Penalty: 5990.677246
	Iteration 2Q: 3 clusters Score -2.067204e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -20674360.000000 Penalty: 5990.677246
	Iteration 3Q: 3 clusters Score -2.067436e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 103077 members 
Entering Unmasked Estep 
Score: -20678556.000000 Penalty: 5990.677246
	Iteration 4F: 3 clusters Score -2.067856e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 111599 members 
Entering Unmasked Estep 
Score: -20686050.000000 Penalty: 5990.677246
	Iteration 5F: 3 clusters Score -2.068605e+07 nChanged 14222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 121975 members 
Entering Unmasked Estep 
Score: -20696350.000000 Penalty: 5990.677246
	Iteration 6F: 3 clusters Score -2.069635e+07 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 132324 members 
Entering Unmasked Estep 
Score: -20706274.000000 Penalty: 5990.677246
	Iteration 7F: 3 clusters Score -2.070627e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 140895 members 
Entering Unmasked Estep 
Score: -20713642.000000 Penalty: 5990.677246
	Iteration 8F: 3 clusters Score -2.071364e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -20718080.000000 Penalty: 5990.677246
	Iteration 9Q: 3 clusters Score -2.071808e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 153241 members 
Entering Unmasked Estep 
Score: -20721530.000000 Penalty: 5990.677246
	Iteration 10Q: 3 clusters Score -2.072153e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -20724566.000000 Penalty: 5990.677246
	Iteration 11Q: 3 clusters Score -2.072457e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 162814 members 
Entering Unmasked Estep 
Score: -20727238.000000 Penalty: 5990.677246
	Iteration 12Q: 3 clusters Score -2.072724e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 166752 members 
Entering Unmasked Estep 
Score: -20729858.000000 Penalty: 5990.677246
	Iteration 13Q: 3 clusters Score -2.072986e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -20732080.000000 Penalty: 5990.677246
	Iteration 14Q: 3 clusters Score -2.073208e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 172295 members 
Entering Unmasked Estep 
Score: -20733692.000000 Penalty: 5990.677246
	Iteration 15Q: 3 clusters Score -2.073369e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 173795 members 
Entering Unmasked Estep 
Score: -20734814.000000 Penalty: 5990.677246
	Iteration 16Q: 3 clusters Score -2.073481e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -20735450.000000 Penalty: 5990.677246
	Iteration 17Q: 3 clusters Score -2.073545e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 174987 members 
Entering Unmasked Estep 
Score: -20735686.000000 Penalty: 5990.677246
	Iteration 18Q: 3 clusters Score -2.073569e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 175184 members 
Entering Unmasked Estep 
Score: -20735776.000000 Penalty: 5990.677246
	Iteration 19Q: 3 clusters Score -2.073578e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 175289 members 
Entering Unmasked Estep 
Score: -20735864.000000 Penalty: 5990.677246
	Iteration 20F: 3 clusters Score -2.073586e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 175343 members 
Entering Unmasked Estep 
Score: -20735950.000000 Penalty: 5990.677246
	Iteration 21Q: 3 clusters Score -2.073595e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 175391 members 
Entering Unmasked Estep 
Score: -20735988.000000 Penalty: 5990.677246
	Iteration 22Q: 3 clusters Score -2.073599e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 175413 members 
Entering Unmasked Estep 
Score: -20736024.000000 Penalty: 5990.677246
	Iteration 23Q: 3 clusters Score -2.073602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 175433 members 
Entering Unmasked Estep 
Score: -20736040.000000 Penalty: 5990.677246
	Iteration 24Q: 3 clusters Score -2.073604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 175442 members 
Entering Unmasked Estep 
Score: -20736036.000000 Penalty: 5990.677246
	Iteration 25Q: 3 clusters Score -2.073604e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 175447 members 
Entering Unmasked Estep 
Score: -20736094.000000 Penalty: 5990.677246
	Iteration 26Q: 3 clusters Score -2.073609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 175457 members 
Entering Unmasked Estep 
Score: -20736086.000000 Penalty: 5990.677246
	Iteration 27Q: 3 clusters Score -2.073609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 175462 members 
Entering Unmasked Estep 
Score: -20736116.000000 Penalty: 5990.677246
	Iteration 28Q: 3 clusters Score -2.073612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 175461 members 
Entering Unmasked Estep 
Score: -20736122.000000 Penalty: 5990.677246
	Iteration 29Q: 3 clusters Score -2.073612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 175462 members 
Entering Unmasked Estep 
Score: -20736132.000000 Penalty: 5990.677246
	Iteration 30Q: 3 clusters Score -2.073613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175468 members 
Entering Unmasked Estep 
Score: -20736140.000000 Penalty: 5990.677246
	Iteration 31Q: 3 clusters Score -2.073614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 175469 members 
Entering Unmasked Estep 
Score: -20736144.000000 Penalty: 5990.677246
	Iteration 32Q: 3 clusters Score -2.073614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 175470 members 
Entering Unmasked Estep 
Score: -20736164.000000 Penalty: 5990.677246
	Iteration 33Q: 3 clusters Score -2.073616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -20736150.000000 Penalty: 5990.677246
	Iteration 34Q: 3 clusters Score -2.073615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -20736150.000000 Penalty: 5990.677246
	Iteration 35F: 3 clusters Score -2.073615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Entering Unmasked Estep 
Score: -970847.750000 Penalty: 2237.386230
	Iteration 0F: 2 clusters Score -970847.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -964209.812500 Penalty: 4474.772461
	Iteration 0F: 3 clusters Score -964209.8 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -966035.437500 Penalty: 4474.772461
	Iteration 1F: 3 clusters Score -966035.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -966325.312500 Penalty: 4474.772461
	Iteration 2F: 3 clusters Score -966325.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -966512.187500 Penalty: 4474.772461
	Iteration 3F: 3 clusters Score -966512.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -966666.937500 Penalty: 4474.772461
	Iteration 4Q: 3 clusters Score -966666.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -966810.625000 Penalty: 4474.772461
	Iteration 5Q: 3 clusters Score -966810.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -966957.375000 Penalty: 4474.772461
	Iteration 6Q: 3 clusters Score -966957.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -967102.250000 Penalty: 4474.772461
	Iteration 7Q: 3 clusters Score -967102.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -967273.500000 Penalty: 4474.772461
	Iteration 8Q: 3 clusters Score -967273.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -967452.125000 Penalty: 4474.772461
	Iteration 9Q: 3 clusters Score -967452.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -967651.125000 Penalty: 4474.772461
	Iteration 10Q: 3 clusters Score -967651.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -967855.187500 Penalty: 4474.772461
	Iteration 11Q: 3 clusters Score -967855.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -968064.375000 Penalty: 4474.772461
	Iteration 12Q: 3 clusters Score -968064.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -968245.062500 Penalty: 4474.772461
	Iteration 13Q: 3 clusters Score -968245.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -968381.875000 Penalty: 4474.772461
	Iteration 14Q: 3 clusters Score -968381.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -968475.500000 Penalty: 4474.772461
	Iteration 15Q: 3 clusters Score -968475.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -968536.250000 Penalty: 4474.772461
	Iteration 16Q: 3 clusters Score -968536.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -968580.875000 Penalty: 4474.772461
	Iteration 17Q: 3 clusters Score -968580.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -968605.187500 Penalty: 4474.772461
	Iteration 18Q: 3 clusters Score -968605.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -968622.125000 Penalty: 4474.772461
	Iteration 19Q: 3 clusters Score -968622.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -968638.812500 Penalty: 4474.772461
	Iteration 20F: 3 clusters Score -968638.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -968652.250000 Penalty: 4474.772461
	Iteration 21Q: 3 clusters Score -968652.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -968667.750000 Penalty: 4474.772461
	Iteration 22Q: 3 clusters Score -968667.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -968682.187500 Penalty: 4474.772461
	Iteration 23Q: 3 clusters Score -968682.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -968694.125000 Penalty: 4474.772461
	Iteration 24Q: 3 clusters Score -968694.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -968705.062500 Penalty: 4474.772461
	Iteration 25Q: 3 clusters Score -968705.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -968718.000000 Penalty: 4474.772461
	Iteration 26Q: 3 clusters Score -968718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -968732.687500 Penalty: 4474.772461
	Iteration 27Q: 3 clusters Score -968732.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -968750.625000 Penalty: 4474.772461
	Iteration 28Q: 3 clusters Score -968750.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -968773.812500 Penalty: 4474.772461
	Iteration 29Q: 3 clusters Score -968773.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -968803.687500 Penalty: 4474.772461
	Iteration 30Q: 3 clusters Score -968803.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -968833.250000 Penalty: 4474.772461
	Iteration 31Q: 3 clusters Score -968833.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -968858.437500 Penalty: 4474.772461
	Iteration 32Q: 3 clusters Score -968858.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -968875.437500 Penalty: 4474.772461
	Iteration 33Q: 3 clusters Score -968875.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -968897.125000 Penalty: 4474.772461
	Iteration 34Q: 3 clusters Score -968897.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -968914.312500 Penalty: 4474.772461
	Iteration 35Q: 3 clusters Score -968914.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -968924.625000 Penalty: 4474.772461
	Iteration 36Q: 3 clusters Score -968924.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -968937.437500 Penalty: 4474.772461
	Iteration 37Q: 3 clusters Score -968937.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -968947.812500 Penalty: 4474.772461
	Iteration 38Q: 3 clusters Score -968947.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -968955.500000 Penalty: 4474.772461
	Iteration 39Q: 3 clusters Score -968955.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -968967.062500 Penalty: 4474.772461
	Iteration 40F: 3 clusters Score -968967.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -968974.125000 Penalty: 4474.772461
	Iteration 41Q: 3 clusters Score -968974.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -968978.625000 Penalty: 4474.772461
	Iteration 42Q: 3 clusters Score -968978.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -968983.250000 Penalty: 4474.772461
	Iteration 43Q: 3 clusters Score -968983.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -968985.375000 Penalty: 4474.772461
	Iteration 44Q: 3 clusters Score -968985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -968986.750000 Penalty: 4474.772461
	Iteration 45Q: 3 clusters Score -968986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -968989.687500 Penalty: 4474.772461
	Iteration 46Q: 3 clusters Score -968989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -968989.812500 Penalty: 4474.772461
	Iteration 47Q: 3 clusters Score -968989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -968989.500000 Penalty: 4474.772461
	Iteration 48Q: 3 clusters Score -968989.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -968989.500000 Penalty: 4474.772461
	Iteration 49F: 3 clusters Score -968989.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (42793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Entering Unmasked Estep 
Score: -4970430.500000 Penalty: 2644.704346
	Iteration 0F: 2 clusters Score -4970430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4941315.000000 Penalty: 5289.408691
	Iteration 0F: 3 clusters Score -4941315 nChanged 19754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -4952235.000000 Penalty: 5289.408691
	Iteration 1F: 3 clusters Score -4952235 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4952798.000000 Penalty: 5289.408691
	Iteration 2Q: 3 clusters Score -4952798 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4953352.500000 Penalty: 5289.408691
	Iteration 3Q: 3 clusters Score -4953352 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -4953992.500000 Penalty: 5289.408691
	Iteration 4Q: 3 clusters Score -4953992 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -4954725.000000 Penalty: 5289.408691
	Iteration 5Q: 3 clusters Score -4954725 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -4955614.500000 Penalty: 5289.408691
	Iteration 6Q: 3 clusters Score -4955614 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4956765.000000 Penalty: 5289.408691
	Iteration 7F: 3 clusters Score -4956765 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4958328.000000 Penalty: 5289.408691
	Iteration 8F: 3 clusters Score -4958328 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4960290.500000 Penalty: 5289.408691
	Iteration 9F: 3 clusters Score -4960290 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4962319.500000 Penalty: 5289.408691
	Iteration 10F: 3 clusters Score -4962320 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4964249.000000 Penalty: 5289.408691
	Iteration 11F: 3 clusters Score -4964249 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -4965707.000000 Penalty: 5289.408691
	Iteration 12Q: 3 clusters Score -4965707 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -4966638.500000 Penalty: 5289.408691
	Iteration 13Q: 3 clusters Score -4966638 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -4967247.000000 Penalty: 5289.408691
	Iteration 14Q: 3 clusters Score -4967247 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -4967615.500000 Penalty: 5289.408691
	Iteration 15Q: 3 clusters Score -4967616 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -4967824.500000 Penalty: 5289.408691
	Iteration 16Q: 3 clusters Score -4967824 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -4967954.000000 Penalty: 5289.408691
	Iteration 17Q: 3 clusters Score -4967954 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -4968035.000000 Penalty: 5289.408691
	Iteration 18Q: 3 clusters Score -4968035 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -4968097.000000 Penalty: 5289.408691
	Iteration 19Q: 3 clusters Score -4968097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -4968156.000000 Penalty: 5289.408691
	Iteration 20F: 3 clusters Score -4968156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -4968201.500000 Penalty: 5289.408691
	Iteration 21Q: 3 clusters Score -4968202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -4968237.500000 Penalty: 5289.408691
	Iteration 22Q: 3 clusters Score -4968238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -4968271.500000 Penalty: 5289.408691
	Iteration 23Q: 3 clusters Score -4968272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -4968288.000000 Penalty: 5289.408691
	Iteration 24Q: 3 clusters Score -4968288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -4968298.000000 Penalty: 5289.408691
	Iteration 25Q: 3 clusters Score -4968298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -4968309.500000 Penalty: 5289.408691
	Iteration 26Q: 3 clusters Score -4968310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -4968309.500000 Penalty: 5289.408691
	Iteration 27Q: 3 clusters Score -4968310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4968312.500000 Penalty: 5289.408691
	Iteration 28Q: 3 clusters Score -4968312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4968313.000000 Penalty: 5289.408691
	Iteration 29Q: 3 clusters Score -4968313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -4968310.000000 Penalty: 5289.408691
	Iteration 30Q: 3 clusters Score -4968310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4968310.500000 Penalty: 5289.408691
	Iteration 31Q: 3 clusters Score -4968310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -4968314.000000 Penalty: 5289.408691
	Iteration 32Q: 3 clusters Score -4968314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -4968314.000000 Penalty: 5289.408691
	Iteration 33Q: 3 clusters Score -4968314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4968316.500000 Penalty: 5289.408691
	Iteration 34Q: 3 clusters Score -4968316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -4968323.000000 Penalty: 5289.408691
	Iteration 35Q: 3 clusters Score -4968323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -4968323.000000 Penalty: 5289.408691
	Iteration 36F: 3 clusters Score -4968323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Entering Unmasked Estep 
Score: -628783.250000 Penalty: 2168.237549
	Iteration 0F: 2 clusters Score -628783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -623518.062500 Penalty: 4336.475098
	Iteration 0F: 3 clusters Score -623518.1 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -625112.187500 Penalty: 4336.475098
	Iteration 1F: 3 clusters Score -625112.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -625579.875000 Penalty: 4336.475098
	Iteration 2F: 3 clusters Score -625579.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -626032.687500 Penalty: 4336.475098
	Iteration 3F: 3 clusters Score -626032.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -626416.062500 Penalty: 4336.475098
	Iteration 4F: 3 clusters Score -626416.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -626761.062500 Penalty: 4336.475098
	Iteration 5F: 3 clusters Score -626761.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -627052.250000 Penalty: 4336.475098
	Iteration 6F: 3 clusters Score -627052.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -627250.062500 Penalty: 4336.475098
	Iteration 7Q: 3 clusters Score -627250.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -627408.625000 Penalty: 4336.475098
	Iteration 8Q: 3 clusters Score -627408.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -627545.187500 Penalty: 4336.475098
	Iteration 9Q: 3 clusters Score -627545.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -627635.312500 Penalty: 4336.475098
	Iteration 10Q: 3 clusters Score -627635.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -627699.812500 Penalty: 4336.475098
	Iteration 11Q: 3 clusters Score -627699.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -627754.937500 Penalty: 4336.475098
	Iteration 12Q: 3 clusters Score -627754.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -627800.437500 Penalty: 4336.475098
	Iteration 13Q: 3 clusters Score -627800.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -627836.875000 Penalty: 4336.475098
	Iteration 14Q: 3 clusters Score -627836.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -627863.625000 Penalty: 4336.475098
	Iteration 15Q: 3 clusters Score -627863.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -627884.062500 Penalty: 4336.475098
	Iteration 16Q: 3 clusters Score -627884.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -627896.937500 Penalty: 4336.475098
	Iteration 17Q: 3 clusters Score -627896.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -627911.062500 Penalty: 4336.475098
	Iteration 18Q: 3 clusters Score -627911.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -627918.437500 Penalty: 4336.475098
	Iteration 19Q: 3 clusters Score -627918.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -627925.625000 Penalty: 4336.475098
	Iteration 20F: 3 clusters Score -627925.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -627932.187500 Penalty: 4336.475098
	Iteration 21Q: 3 clusters Score -627932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -627933.187500 Penalty: 4336.475098
	Iteration 22Q: 3 clusters Score -627933.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -627935.250000 Penalty: 4336.475098
	Iteration 23Q: 3 clusters Score -627935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -627937.687500 Penalty: 4336.475098
	Iteration 24Q: 3 clusters Score -627937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -627937.812500 Penalty: 4336.475098
	Iteration 25Q: 3 clusters Score -627937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -627938.375000 Penalty: 4336.475098
	Iteration 26Q: 3 clusters Score -627938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -627940.312500 Penalty: 4336.475098
	Iteration 27Q: 3 clusters Score -627940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -627939.625000 Penalty: 4336.475098
	Iteration 28Q: 3 clusters Score -627939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -627939.875000 Penalty: 4336.475098
	Iteration 29Q: 3 clusters Score -627939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -627940.312500 Penalty: 4336.475098
	Iteration 30Q: 3 clusters Score -627940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -627939.625000 Penalty: 4336.475098
	Iteration 31Q: 3 clusters Score -627939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -627940.687500 Penalty: 4336.475098
	Iteration 32Q: 3 clusters Score -627940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -627941.500000 Penalty: 4336.475098
	Iteration 33Q: 3 clusters Score -627941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -627941.625000 Penalty: 4336.475098
	Iteration 34Q: 3 clusters Score -627941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -627940.500000 Penalty: 4336.475098
	Iteration 35Q: 3 clusters Score -627940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -627942.187500 Penalty: 4336.475098
	Iteration 36Q: 3 clusters Score -627942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -627942.187500 Penalty: 4336.475098
	Iteration 37F: 3 clusters Score -627942.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -153567.234375 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -153567.2 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 606 members 
Entering Unmasked Estep 
Score: -151684.140625 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -151684.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152802.625000 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -152802.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153398.312500 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -153398.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -153803.890625 Penalty: 3530.536133
	Iteration 3F: 3 clusters Score -153803.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154042.359375 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -154042.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154113.281250 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -154113.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154150.000000 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -154150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -154202.437500 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -154202.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -154297.187500 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -154297.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -154411.859375 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -154411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -154611.546875 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -154611.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -154941.343750 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -154941.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -154953.781250 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -154953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -154960.859375 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -154960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -154963.765625 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -154963.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -154963.765625 Penalty: 3530.536133
	Iteration 15F: 3 clusters Score -154963.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 672 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 5622 members 
Mstep: Class 65 contains 562 members 
Entering Unmasked Estep 
Score: -133737384.000000 Penalty: 225349.328125
Splitting cluster 37 changes total score from -133734800.000000 to -133737384.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 38 (5562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Entering Unmasked Estep 
Score: -643865.812500 Penalty: 2138.680908
	Iteration 0F: 2 clusters Score -643865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -639098.687500 Penalty: 4277.361816
	Iteration 0F: 3 clusters Score -639098.7 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -640533.375000 Penalty: 4277.361816
	Iteration 1F: 3 clusters Score -640533.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -641082.062500 Penalty: 4277.361816
	Iteration 2F: 3 clusters Score -641082.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -641531.750000 Penalty: 4277.361816
	Iteration 3F: 3 clusters Score -641531.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -641881.000000 Penalty: 4277.361816
	Iteration 4F: 3 clusters Score -641881 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -642061.812500 Penalty: 4277.361816
	Iteration 5Q: 3 clusters Score -642061.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -642156.312500 Penalty: 4277.361816
	Iteration 6Q: 3 clusters Score -642156.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -642205.750000 Penalty: 4277.361816
	Iteration 7Q: 3 clusters Score -642205.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -642243.437500 Penalty: 4277.361816
	Iteration 8Q: 3 clusters Score -642243.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -642271.250000 Penalty: 4277.361816
	Iteration 9Q: 3 clusters Score -642271.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -642289.625000 Penalty: 4277.361816
	Iteration 10Q: 3 clusters Score -642289.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -642305.750000 Penalty: 4277.361816
	Iteration 11Q: 3 clusters Score -642305.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -642315.437500 Penalty: 4277.361816
	Iteration 12Q: 3 clusters Score -642315.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -642326.875000 Penalty: 4277.361816
	Iteration 13Q: 3 clusters Score -642326.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -642331.562500 Penalty: 4277.361816
	Iteration 14Q: 3 clusters Score -642331.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -642333.250000 Penalty: 4277.361816
	Iteration 15Q: 3 clusters Score -642333.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -642336.125000 Penalty: 4277.361816
	Iteration 16Q: 3 clusters Score -642336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -642339.687500 Penalty: 4277.361816
	Iteration 17Q: 3 clusters Score -642339.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -642343.437500 Penalty: 4277.361816
	Iteration 18Q: 3 clusters Score -642343.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -642344.937500 Penalty: 4277.361816
	Iteration 19Q: 3 clusters Score -642344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -642348.187500 Penalty: 4277.361816
	Iteration 20F: 3 clusters Score -642348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -642348.750000 Penalty: 4277.361816
	Iteration 21Q: 3 clusters Score -642348.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -642352.312500 Penalty: 4277.361816
	Iteration 22Q: 3 clusters Score -642352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -642352.937500 Penalty: 4277.361816
	Iteration 23Q: 3 clusters Score -642352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -642356.750000 Penalty: 4277.361816
	Iteration 24Q: 3 clusters Score -642356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -642357.687500 Penalty: 4277.361816
	Iteration 25Q: 3 clusters Score -642357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -642360.375000 Penalty: 4277.361816
	Iteration 26Q: 3 clusters Score -642360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -642361.875000 Penalty: 4277.361816
	Iteration 27Q: 3 clusters Score -642361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -642360.312500 Penalty: 4277.361816
	Iteration 28Q: 3 clusters Score -642360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -642360.500000 Penalty: 4277.361816
	Iteration 29Q: 3 clusters Score -642360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -642361.187500 Penalty: 4277.361816
	Iteration 30Q: 3 clusters Score -642361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -642361.812500 Penalty: 4277.361816
	Iteration 31Q: 3 clusters Score -642361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -642361.500000 Penalty: 4277.361816
	Iteration 32Q: 3 clusters Score -642361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -642362.125000 Penalty: 4277.361816
	Iteration 33Q: 3 clusters Score -642362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -642361.250000 Penalty: 4277.361816
	Iteration 34Q: 3 clusters Score -642361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -642361.250000 Penalty: 4277.361816
	Iteration 35F: 3 clusters Score -642361.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Entering Unmasked Estep 
Score: -494349.750000 Penalty: 2075.550781
	Iteration 0F: 2 clusters Score -494349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -490299.031250 Penalty: 4151.101562
	Iteration 0F: 3 clusters Score -490299 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -491349.937500 Penalty: 4151.101562
	Iteration 1F: 3 clusters Score -491349.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -491593.812500 Penalty: 4151.101562
	Iteration 2F: 3 clusters Score -491593.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -491751.437500 Penalty: 4151.101562
	Iteration 3F: 3 clusters Score -491751.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -491897.781250 Penalty: 4151.101562
	Iteration 4Q: 3 clusters Score -491897.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -492041.625000 Penalty: 4151.101562
	Iteration 5Q: 3 clusters Score -492041.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -492207.937500 Penalty: 4151.101562
	Iteration 6Q: 3 clusters Score -492207.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -492481.093750 Penalty: 4151.101562
	Iteration 7Q: 3 clusters Score -492481.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -492949.593750 Penalty: 4151.101562
	Iteration 8F: 3 clusters Score -492949.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -493611.406250 Penalty: 4151.101562
	Iteration 9F: 3 clusters Score -493611.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -494093.531250 Penalty: 4151.101562
	Iteration 10F: 3 clusters Score -494093.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -494392.187500 Penalty: 4151.101562
	Iteration 11Q: 3 clusters Score -494392.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -494567.500000 Penalty: 4151.101562
	Iteration 12Q: 3 clusters Score -494567.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -494663.000000 Penalty: 4151.101562
	Iteration 13Q: 3 clusters Score -494663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -494712.781250 Penalty: 4151.101562
	Iteration 14Q: 3 clusters Score -494712.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -494742.906250 Penalty: 4151.101562
	Iteration 15Q: 3 clusters Score -494742.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -494778.187500 Penalty: 4151.101562
	Iteration 16Q: 3 clusters Score -494778.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -494799.187500 Penalty: 4151.101562
	Iteration 17Q: 3 clusters Score -494799.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -494812.156250 Penalty: 4151.101562
	Iteration 18Q: 3 clusters Score -494812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -494819.781250 Penalty: 4151.101562
	Iteration 19Q: 3 clusters Score -494819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -494823.218750 Penalty: 4151.101562
	Iteration 20F: 3 clusters Score -494823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -494823.125000 Penalty: 4151.101562
	Iteration 21Q: 3 clusters Score -494823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -494823.125000 Penalty: 4151.101562
	Iteration 22F: 3 clusters Score -494823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 672 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 2763 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 5622 members 
Mstep: Class 65 contains 562 members 
Mstep: Class 66 contains 1549 members 
Entering Unmasked Estep 
Score: -133736344.000000 Penalty: 228816.234375
Splitting cluster 39 changes total score from -133734800.000000 to -133736344.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 40 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -275103.000000 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -275103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -272252.218750 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -272252.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -272771.437500 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -272771.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -272902.718750 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -272902.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -272997.406250 Penalty: 3850.880127
	Iteration 3Q: 3 clusters Score -272997.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -273057.625000 Penalty: 3850.880127
	Iteration 4Q: 3 clusters Score -273057.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -273095.250000 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -273095.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -273129.750000 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -273129.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -273148.875000 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -273148.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -273166.406250 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -273166.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -273185.156250 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -273185.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -273199.281250 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -273199.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -273217.281250 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -273217.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -273230.687500 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -273230.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -273247.000000 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -273247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -273257.250000 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -273257.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -273270.812500 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -273270.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -273283.625000 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -273283.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -273292.312500 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -273292.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -273300.656250 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -273300.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -273307.750000 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -273307.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -273317.625000 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -273317.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -273326.750000 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -273326.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -273334.187500 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -273334.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -273339.625000 Penalty: 3850.880127
	Iteration 23Q: 3 clusters Score -273339.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -273351.281250 Penalty: 3850.880127
	Iteration 24Q: 3 clusters Score -273351.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -273365.968750 Penalty: 3850.880127
	Iteration 25Q: 3 clusters Score -273366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -273373.593750 Penalty: 3850.880127
	Iteration 26Q: 3 clusters Score -273373.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -273386.218750 Penalty: 3850.880127
	Iteration 27Q: 3 clusters Score -273386.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -273398.218750 Penalty: 3850.880127
	Iteration 28Q: 3 clusters Score -273398.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -273406.593750 Penalty: 3850.880127
	Iteration 29Q: 3 clusters Score -273406.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -273412.000000 Penalty: 3850.880127
	Iteration 30Q: 3 clusters Score -273412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -273416.500000 Penalty: 3850.880127
	Iteration 31Q: 3 clusters Score -273416.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -273418.343750 Penalty: 3850.880127
	Iteration 32Q: 3 clusters Score -273418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -273420.000000 Penalty: 3850.880127
	Iteration 33Q: 3 clusters Score -273420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -273423.781250 Penalty: 3850.880127
	Iteration 34Q: 3 clusters Score -273423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -273426.500000 Penalty: 3850.880127
	Iteration 35Q: 3 clusters Score -273426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -273426.531250 Penalty: 3850.880127
	Iteration 36Q: 3 clusters Score -273426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -273429.718750 Penalty: 3850.880127
	Iteration 37Q: 3 clusters Score -273429.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -273433.218750 Penalty: 3850.880127
	Iteration 38Q: 3 clusters Score -273433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -273435.187500 Penalty: 3850.880127
	Iteration 39Q: 3 clusters Score -273435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -273437.312500 Penalty: 3850.880127
	Iteration 40F: 3 clusters Score -273437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -273437.562500 Penalty: 3850.880127
	Iteration 41Q: 3 clusters Score -273437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -273438.781250 Penalty: 3850.880127
	Iteration 42Q: 3 clusters Score -273438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -273440.437500 Penalty: 3850.880127
	Iteration 43Q: 3 clusters Score -273440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -273440.656250 Penalty: 3850.880127
	Iteration 44Q: 3 clusters Score -273440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -273441.625000 Penalty: 3850.880127
	Iteration 45Q: 3 clusters Score -273441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -273443.656250 Penalty: 3850.880127
	Iteration 46Q: 3 clusters Score -273443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -273446.375000 Penalty: 3850.880127
	Iteration 47Q: 3 clusters Score -273446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -273447.750000 Penalty: 3850.880127
	Iteration 48Q: 3 clusters Score -273447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -273448.843750 Penalty: 3850.880127
	Iteration 49Q: 3 clusters Score -273448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -273449.312500 Penalty: 3850.880127
	Iteration 50Q: 3 clusters Score -273449.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -273449.312500 Penalty: 3850.880127
	Iteration 51F: 3 clusters Score -273449.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Entering Unmasked Estep 
Score: -1072105.125000 Penalty: 2265.819824
	Iteration 0F: 2 clusters Score -1072105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1064925.000000 Penalty: 4531.639648
	Iteration 0F: 3 clusters Score -1064925 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1067113.375000 Penalty: 4531.639648
	Iteration 1F: 3 clusters Score -1067113 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1067410.375000 Penalty: 4531.639648
	Iteration 2F: 3 clusters Score -1067410 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1067627.500000 Penalty: 4531.639648
	Iteration 3Q: 3 clusters Score -1067628 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1067817.375000 Penalty: 4531.639648
	Iteration 4Q: 3 clusters Score -1067817 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1067975.250000 Penalty: 4531.639648
	Iteration 5Q: 3 clusters Score -1067975 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1068160.500000 Penalty: 4531.639648
	Iteration 6Q: 3 clusters Score -1068160 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1068351.375000 Penalty: 4531.639648
	Iteration 7Q: 3 clusters Score -1068351 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1068566.625000 Penalty: 4531.639648
	Iteration 8Q: 3 clusters Score -1068567 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1068795.750000 Penalty: 4531.639648
	Iteration 9Q: 3 clusters Score -1068796 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1069080.250000 Penalty: 4531.639648
	Iteration 10Q: 3 clusters Score -1069080 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1069374.125000 Penalty: 4531.639648
	Iteration 11Q: 3 clusters Score -1069374 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1069624.500000 Penalty: 4531.639648
	Iteration 12Q: 3 clusters Score -1069624 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1069776.250000 Penalty: 4531.639648
	Iteration 13Q: 3 clusters Score -1069776 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1069852.500000 Penalty: 4531.639648
	Iteration 14Q: 3 clusters Score -1069852 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1069896.000000 Penalty: 4531.639648
	Iteration 15Q: 3 clusters Score -1069896 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1069927.875000 Penalty: 4531.639648
	Iteration 16Q: 3 clusters Score -1069928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1069949.500000 Penalty: 4531.639648
	Iteration 17Q: 3 clusters Score -1069950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1069964.250000 Penalty: 4531.639648
	Iteration 18Q: 3 clusters Score -1069964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1069976.875000 Penalty: 4531.639648
	Iteration 19Q: 3 clusters Score -1069977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1069982.750000 Penalty: 4531.639648
	Iteration 20F: 3 clusters Score -1069983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1069993.000000 Penalty: 4531.639648
	Iteration 21Q: 3 clusters Score -1069993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1070000.625000 Penalty: 4531.639648
	Iteration 22Q: 3 clusters Score -1070001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1070005.375000 Penalty: 4531.639648
	Iteration 23Q: 3 clusters Score -1070005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1070008.875000 Penalty: 4531.639648
	Iteration 24Q: 3 clusters Score -1070009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1070013.250000 Penalty: 4531.639648
	Iteration 25Q: 3 clusters Score -1070013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1070015.750000 Penalty: 4531.639648
	Iteration 26Q: 3 clusters Score -1070016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1070015.375000 Penalty: 4531.639648
	Iteration 27Q: 3 clusters Score -1070015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1070015.250000 Penalty: 4531.639648
	Iteration 28Q: 3 clusters Score -1070015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1070017.125000 Penalty: 4531.639648
	Iteration 29Q: 3 clusters Score -1070017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1070016.500000 Penalty: 4531.639648
	Iteration 30Q: 3 clusters Score -1070016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1070015.750000 Penalty: 4531.639648
	Iteration 31Q: 3 clusters Score -1070016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1070015.750000 Penalty: 4531.639648
	Iteration 32Q: 3 clusters Score -1070016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1070018.625000 Penalty: 4531.639648
	Iteration 33Q: 3 clusters Score -1070019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1070018.625000 Penalty: 4531.639648
	Iteration 34F: 3 clusters Score -1070019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -234861.703125 Penalty: 1880.266479
	Iteration 0F: 2 clusters Score -234861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -232259.531250 Penalty: 3760.532959
	Iteration 0F: 3 clusters Score -232259.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -232722.281250 Penalty: 3760.532959
	Iteration 1F: 3 clusters Score -232722.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -232836.375000 Penalty: 3760.532959
	Iteration 2F: 3 clusters Score -232836.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -232896.578125 Penalty: 3760.532959
	Iteration 3Q: 3 clusters Score -232896.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -232933.296875 Penalty: 3760.532959
	Iteration 4Q: 3 clusters Score -232933.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -232964.046875 Penalty: 3760.532959
	Iteration 5Q: 3 clusters Score -232964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -232978.718750 Penalty: 3760.532959
	Iteration 6Q: 3 clusters Score -232978.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -232988.031250 Penalty: 3760.532959
	Iteration 7Q: 3 clusters Score -232988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -232994.718750 Penalty: 3760.532959
	Iteration 8Q: 3 clusters Score -232994.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -233001.265625 Penalty: 3760.532959
	Iteration 9Q: 3 clusters Score -233001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -233007.531250 Penalty: 3760.532959
	Iteration 10Q: 3 clusters Score -233007.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -233012.703125 Penalty: 3760.532959
	Iteration 11Q: 3 clusters Score -233012.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -233017.453125 Penalty: 3760.532959
	Iteration 12Q: 3 clusters Score -233017.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -233022.671875 Penalty: 3760.532959
	Iteration 13Q: 3 clusters Score -233022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -233026.312500 Penalty: 3760.532959
	Iteration 14Q: 3 clusters Score -233026.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -233030.015625 Penalty: 3760.532959
	Iteration 15Q: 3 clusters Score -233030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -233032.343750 Penalty: 3760.532959
	Iteration 16Q: 3 clusters Score -233032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -233032.390625 Penalty: 3760.532959
	Iteration 17Q: 3 clusters Score -233032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -233032.390625 Penalty: 3760.532959
	Iteration 18F: 3 clusters Score -233032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -52830.609375 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -52830.61 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 275 members 
Entering Unmasked Estep 
Score: -51303.171875 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -51303.17 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51545.851562 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -51545.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51673.625000 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -51673.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51739.148438 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -51739.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51777.281250 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -51777.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51785.648438 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -51785.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51789.824219 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -51789.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51795.929688 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -51795.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51795.929688 Penalty: 3144.818115
	Iteration 8F: 3 clusters Score -51795.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -601186.125000 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -601186.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -597208.437500 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -597208.4 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -598537.875000 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -598537.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -599317.500000 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -599317.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -600133.562500 Penalty: 4140.874512
	Iteration 3F: 3 clusters Score -600133.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -600882.062500 Penalty: 4140.874512
	Iteration 4F: 3 clusters Score -600882.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -601435.312500 Penalty: 4140.874512
	Iteration 5F: 3 clusters Score -601435.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -601681.812500 Penalty: 4140.874512
	Iteration 6Q: 3 clusters Score -601681.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -601814.375000 Penalty: 4140.874512
	Iteration 7Q: 3 clusters Score -601814.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -601881.750000 Penalty: 4140.874512
	Iteration 8Q: 3 clusters Score -601881.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -601957.250000 Penalty: 4140.874512
	Iteration 9Q: 3 clusters Score -601957.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -602016.375000 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -602016.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -602053.562500 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -602053.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -602079.250000 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -602079.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -602103.687500 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -602103.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -602122.750000 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -602122.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -602147.437500 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -602147.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -602167.625000 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -602167.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -602172.750000 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -602172.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -602177.937500 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -602177.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -602183.687500 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -602183.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -602189.187500 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -602189.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -602192.562500 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -602192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -602194.375000 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -602194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -602196.812500 Penalty: 4140.874512
	Iteration 23Q: 3 clusters Score -602196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -602197.812500 Penalty: 4140.874512
	Iteration 24Q: 3 clusters Score -602197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -602199.125000 Penalty: 4140.874512
	Iteration 25Q: 3 clusters Score -602199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -602198.562500 Penalty: 4140.874512
	Iteration 26Q: 3 clusters Score -602198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -602201.062500 Penalty: 4140.874512
	Iteration 27Q: 3 clusters Score -602201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -602201.125000 Penalty: 4140.874512
	Iteration 28Q: 3 clusters Score -602201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -602200.500000 Penalty: 4140.874512
	Iteration 29Q: 3 clusters Score -602200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -602200.500000 Penalty: 4140.874512
	Iteration 30F: 3 clusters Score -602200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 672 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 2763 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 1683 members 
Mstep: Class 45 contains 18865 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 5622 members 
Mstep: Class 65 contains 562 members 
Mstep: Class 66 contains 1549 members 
Mstep: Class 67 contains 2541 members 
Entering Unmasked Estep 
Score: -133735768.000000 Penalty: 232283.140625
Splitting cluster 44 changes total score from -133734800.000000 to -133735768.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 45 (18865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Entering Unmasked Estep 
Score: -2186881.250000 Penalty: 2441.575684
	Iteration 0F: 2 clusters Score -2186881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2173545.250000 Penalty: 4883.151367
	Iteration 0F: 3 clusters Score -2173545 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2178059.250000 Penalty: 4883.151367
	Iteration 1F: 3 clusters Score -2178059 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2178484.000000 Penalty: 4883.151367
	Iteration 2F: 3 clusters Score -2178484 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2178878.500000 Penalty: 4883.151367
	Iteration 3Q: 3 clusters Score -2178878 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2179268.000000 Penalty: 4883.151367
	Iteration 4Q: 3 clusters Score -2179268 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2179745.500000 Penalty: 4883.151367
	Iteration 5Q: 3 clusters Score -2179746 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2180335.250000 Penalty: 4883.151367
	Iteration 6Q: 3 clusters Score -2180335 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2181040.250000 Penalty: 4883.151367
	Iteration 7F: 3 clusters Score -2181040 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2181726.500000 Penalty: 4883.151367
	Iteration 8F: 3 clusters Score -2181726 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2182307.500000 Penalty: 4883.151367
	Iteration 9Q: 3 clusters Score -2182308 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2182732.000000 Penalty: 4883.151367
	Iteration 10Q: 3 clusters Score -2182732 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2182989.000000 Penalty: 4883.151367
	Iteration 11Q: 3 clusters Score -2182989 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2183167.500000 Penalty: 4883.151367
	Iteration 12Q: 3 clusters Score -2183168 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2183328.500000 Penalty: 4883.151367
	Iteration 13Q: 3 clusters Score -2183328 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2183469.250000 Penalty: 4883.151367
	Iteration 14Q: 3 clusters Score -2183469 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2183606.000000 Penalty: 4883.151367
	Iteration 15Q: 3 clusters Score -2183606 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2183722.750000 Penalty: 4883.151367
	Iteration 16Q: 3 clusters Score -2183723 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2183843.000000 Penalty: 4883.151367
	Iteration 17Q: 3 clusters Score -2183843 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2183977.250000 Penalty: 4883.151367
	Iteration 18Q: 3 clusters Score -2183977 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2184130.250000 Penalty: 4883.151367
	Iteration 19Q: 3 clusters Score -2184130 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2184282.750000 Penalty: 4883.151367
	Iteration 20F: 3 clusters Score -2184283 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2184443.000000 Penalty: 4883.151367
	Iteration 21Q: 3 clusters Score -2184443 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2184630.500000 Penalty: 4883.151367
	Iteration 22Q: 3 clusters Score -2184630 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2184878.250000 Penalty: 4883.151367
	Iteration 23Q: 3 clusters Score -2184878 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2185245.750000 Penalty: 4883.151367
	Iteration 24Q: 3 clusters Score -2185246 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2185686.500000 Penalty: 4883.151367
	Iteration 25Q: 3 clusters Score -2185686 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2186303.250000 Penalty: 4883.151367
	Iteration 26Q: 3 clusters Score -2186303 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2187102.750000 Penalty: 4883.151367
	Iteration 27Q: 3 clusters Score -2187103 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2187917.500000 Penalty: 4883.151367
	Iteration 28Q: 3 clusters Score -2187918 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2188454.500000 Penalty: 4883.151367
	Iteration 29Q: 3 clusters Score -2188454 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2188718.500000 Penalty: 4883.151367
	Iteration 30Q: 3 clusters Score -2188718 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2188817.000000 Penalty: 4883.151367
	Iteration 31Q: 3 clusters Score -2188817 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2188838.750000 Penalty: 4883.151367
	Iteration 32Q: 3 clusters Score -2188839 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2188856.250000 Penalty: 4883.151367
	Iteration 33Q: 3 clusters Score -2188856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2188858.750000 Penalty: 4883.151367
	Iteration 34Q: 3 clusters Score -2188859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2188861.000000 Penalty: 4883.151367
	Iteration 35Q: 3 clusters Score -2188861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2188864.750000 Penalty: 4883.151367
	Iteration 36Q: 3 clusters Score -2188865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2188871.250000 Penalty: 4883.151367
	Iteration 37Q: 3 clusters Score -2188871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2188873.750000 Penalty: 4883.151367
	Iteration 38Q: 3 clusters Score -2188874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2188872.000000 Penalty: 4883.151367
	Iteration 39Q: 3 clusters Score -2188872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2188904.250000 Penalty: 4883.151367
	Iteration 40F: 3 clusters Score -2188904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2188908.000000 Penalty: 4883.151367
	Iteration 41Q: 3 clusters Score -2188908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2188911.000000 Penalty: 4883.151367
	Iteration 42Q: 3 clusters Score -2188911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2188916.250000 Penalty: 4883.151367
	Iteration 43Q: 3 clusters Score -2188916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2188918.000000 Penalty: 4883.151367
	Iteration 44Q: 3 clusters Score -2188918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2188915.750000 Penalty: 4883.151367
	Iteration 45Q: 3 clusters Score -2188916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2188915.250000 Penalty: 4883.151367
	Iteration 46Q: 3 clusters Score -2188915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2188912.750000 Penalty: 4883.151367
	Iteration 47Q: 3 clusters Score -2188913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2188911.000000 Penalty: 4883.151367
	Iteration 48Q: 3 clusters Score -2188911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2188913.750000 Penalty: 4883.151367
	Iteration 49Q: 3 clusters Score -2188914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2188916.500000 Penalty: 4883.151367
	Iteration 50Q: 3 clusters Score -2188916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2188915.000000 Penalty: 4883.151367
	Iteration 51Q: 3 clusters Score -2188915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2188911.250000 Penalty: 4883.151367
	Iteration 52Q: 3 clusters Score -2188911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2188910.750000 Penalty: 4883.151367
	Iteration 53Q: 3 clusters Score -2188911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2188908.000000 Penalty: 4883.151367
	Iteration 54Q: 3 clusters Score -2188908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2188913.000000 Penalty: 4883.151367
	Iteration 55Q: 3 clusters Score -2188913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2188910.750000 Penalty: 4883.151367
	Iteration 56Q: 3 clusters Score -2188911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2188913.500000 Penalty: 4883.151367
	Iteration 57Q: 3 clusters Score -2188914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2188915.000000 Penalty: 4883.151367
	Iteration 58Q: 3 clusters Score -2188915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2188916.750000 Penalty: 4883.151367
	Iteration 59Q: 3 clusters Score -2188917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2188916.750000 Penalty: 4883.151367
	Iteration 60F: 3 clusters Score -2188917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 672 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 2763 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 1683 members 
Mstep: Class 45 contains 8287 members 
Mstep: Class 46 contains 6012 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 5622 members 
Mstep: Class 65 contains 562 members 
Mstep: Class 66 contains 1549 members 
Mstep: Class 67 contains 2541 members 
Mstep: Class 68 contains 10578 members 
Entering Unmasked Estep 
Score: -133736880.000000 Penalty: 235750.062500
Splitting cluster 45 changes total score from -133734800.000000 to -133736880.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 46 (6012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Entering Unmasked Estep 
Score: -685042.437500 Penalty: 2157.975098
	Iteration 0F: 2 clusters Score -685042.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -679845.875000 Penalty: 4315.950195
	Iteration 0F: 3 clusters Score -679845.9 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -681220.000000 Penalty: 4315.950195
	Iteration 1F: 3 clusters Score -681220 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -681551.312500 Penalty: 4315.950195
	Iteration 2F: 3 clusters Score -681551.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -681802.375000 Penalty: 4315.950195
	Iteration 3F: 3 clusters Score -681802.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -682057.937500 Penalty: 4315.950195
	Iteration 4F: 3 clusters Score -682057.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -682339.687500 Penalty: 4315.950195
	Iteration 5F: 3 clusters Score -682339.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -682610.375000 Penalty: 4315.950195
	Iteration 6F: 3 clusters Score -682610.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -682880.000000 Penalty: 4315.950195
	Iteration 7Q: 3 clusters Score -682880 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -683092.562500 Penalty: 4315.950195
	Iteration 8Q: 3 clusters Score -683092.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -683274.562500 Penalty: 4315.950195
	Iteration 9Q: 3 clusters Score -683274.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -683441.437500 Penalty: 4315.950195
	Iteration 10Q: 3 clusters Score -683441.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -683615.500000 Penalty: 4315.950195
	Iteration 11Q: 3 clusters Score -683615.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -683802.437500 Penalty: 4315.950195
	Iteration 12Q: 3 clusters Score -683802.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -683964.812500 Penalty: 4315.950195
	Iteration 13Q: 3 clusters Score -683964.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -684128.062500 Penalty: 4315.950195
	Iteration 14Q: 3 clusters Score -684128.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -684304.437500 Penalty: 4315.950195
	Iteration 15Q: 3 clusters Score -684304.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -684579.312500 Penalty: 4315.950195
	Iteration 16Q: 3 clusters Score -684579.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -684862.812500 Penalty: 4315.950195
	Iteration 17Q: 3 clusters Score -684862.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -685095.125000 Penalty: 4315.950195
	Iteration 18Q: 3 clusters Score -685095.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -685285.125000 Penalty: 4315.950195
	Iteration 19Q: 3 clusters Score -685285.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -685420.812500 Penalty: 4315.950195
	Iteration 20F: 3 clusters Score -685420.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -685496.187500 Penalty: 4315.950195
	Iteration 21Q: 3 clusters Score -685496.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -685587.062500 Penalty: 4315.950195
	Iteration 22Q: 3 clusters Score -685587.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -685701.562500 Penalty: 4315.950195
	Iteration 23Q: 3 clusters Score -685701.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -685845.500000 Penalty: 4315.950195
	Iteration 24Q: 3 clusters Score -685845.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -685940.312500 Penalty: 4315.950195
	Iteration 25Q: 3 clusters Score -685940.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -685990.000000 Penalty: 4315.950195
	Iteration 26Q: 3 clusters Score -685990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -686010.125000 Penalty: 4315.950195
	Iteration 27Q: 3 clusters Score -686010.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -686022.250000 Penalty: 4315.950195
	Iteration 28Q: 3 clusters Score -686022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -686029.125000 Penalty: 4315.950195
	Iteration 29Q: 3 clusters Score -686029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -686034.250000 Penalty: 4315.950195
	Iteration 30Q: 3 clusters Score -686034.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -686039.812500 Penalty: 4315.950195
	Iteration 31Q: 3 clusters Score -686039.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -686044.625000 Penalty: 4315.950195
	Iteration 32Q: 3 clusters Score -686044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -686045.062500 Penalty: 4315.950195
	Iteration 33Q: 3 clusters Score -686045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -686044.500000 Penalty: 4315.950195
	Iteration 34Q: 3 clusters Score -686044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -686045.687500 Penalty: 4315.950195
	Iteration 35Q: 3 clusters Score -686045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -686045.875000 Penalty: 4315.950195
	Iteration 36Q: 3 clusters Score -686045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -686046.312500 Penalty: 4315.950195
	Iteration 37Q: 3 clusters Score -686046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -686046.375000 Penalty: 4315.950195
	Iteration 38Q: 3 clusters Score -686046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -686047.562500 Penalty: 4315.950195
	Iteration 39Q: 3 clusters Score -686047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -686048.687500 Penalty: 4315.950195
	Iteration 40F: 3 clusters Score -686048.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 672 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 2763 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 1683 members 
Mstep: Class 45 contains 8287 members 
Mstep: Class 46 contains 1940 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 5622 members 
Mstep: Class 65 contains 562 members 
Mstep: Class 66 contains 1549 members 
Mstep: Class 67 contains 2541 members 
Mstep: Class 68 contains 10578 members 
Mstep: Class 69 contains 4072 members 
Entering Unmasked Estep 
Score: -133736640.000000 Penalty: 239216.968750
Splitting cluster 46 changes total score from -133734800.000000 to -133736640.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 47 (11150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Entering Unmasked Estep 
Score: -1330032.625000 Penalty: 2311.160400
	Iteration 0F: 2 clusters Score -1330033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1321683.375000 Penalty: 4622.320801
	Iteration 0F: 3 clusters Score -1321683 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1324157.000000 Penalty: 4622.320801
	Iteration 1F: 3 clusters Score -1324157 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1324516.875000 Penalty: 4622.320801
	Iteration 2F: 3 clusters Score -1324517 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1324858.125000 Penalty: 4622.320801
	Iteration 3F: 3 clusters Score -1324858 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1325161.375000 Penalty: 4622.320801
	Iteration 4F: 3 clusters Score -1325161 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1325464.375000 Penalty: 4622.320801
	Iteration 5Q: 3 clusters Score -1325464 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1325804.250000 Penalty: 4622.320801
	Iteration 6F: 3 clusters Score -1325804 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1326128.500000 Penalty: 4622.320801
	Iteration 7Q: 3 clusters Score -1326128 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1326423.875000 Penalty: 4622.320801
	Iteration 8Q: 3 clusters Score -1326424 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1326717.250000 Penalty: 4622.320801
	Iteration 9Q: 3 clusters Score -1326717 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1327015.250000 Penalty: 4622.320801
	Iteration 10Q: 3 clusters Score -1327015 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1327300.500000 Penalty: 4622.320801
	Iteration 11Q: 3 clusters Score -1327300 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1327566.750000 Penalty: 4622.320801
	Iteration 12Q: 3 clusters Score -1327567 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1327760.500000 Penalty: 4622.320801
	Iteration 13Q: 3 clusters Score -1327760 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1327903.000000 Penalty: 4622.320801
	Iteration 14Q: 3 clusters Score -1327903 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1328000.625000 Penalty: 4622.320801
	Iteration 15Q: 3 clusters Score -1328001 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1328077.125000 Penalty: 4622.320801
	Iteration 16Q: 3 clusters Score -1328077 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1328123.625000 Penalty: 4622.320801
	Iteration 17Q: 3 clusters Score -1328124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1328164.250000 Penalty: 4622.320801
	Iteration 18Q: 3 clusters Score -1328164 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1328197.875000 Penalty: 4622.320801
	Iteration 19Q: 3 clusters Score -1328198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1328222.125000 Penalty: 4622.320801
	Iteration 20F: 3 clusters Score -1328222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1328245.500000 Penalty: 4622.320801
	Iteration 21Q: 3 clusters Score -1328246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1328263.875000 Penalty: 4622.320801
	Iteration 22Q: 3 clusters Score -1328264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1328279.500000 Penalty: 4622.320801
	Iteration 23Q: 3 clusters Score -1328280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1328294.000000 Penalty: 4622.320801
	Iteration 24Q: 3 clusters Score -1328294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1328301.625000 Penalty: 4622.320801
	Iteration 25Q: 3 clusters Score -1328302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1328307.750000 Penalty: 4622.320801
	Iteration 26Q: 3 clusters Score -1328308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1328318.125000 Penalty: 4622.320801
	Iteration 27Q: 3 clusters Score -1328318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1328321.625000 Penalty: 4622.320801
	Iteration 28Q: 3 clusters Score -1328322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1328323.875000 Penalty: 4622.320801
	Iteration 29Q: 3 clusters Score -1328324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1328332.125000 Penalty: 4622.320801
	Iteration 30Q: 3 clusters Score -1328332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1328334.750000 Penalty: 4622.320801
	Iteration 31Q: 3 clusters Score -1328335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1328335.000000 Penalty: 4622.320801
	Iteration 32Q: 3 clusters Score -1328335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1328334.875000 Penalty: 4622.320801
	Iteration 33Q: 3 clusters Score -1328335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1328333.125000 Penalty: 4622.320801
	Iteration 34Q: 3 clusters Score -1328333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1328334.875000 Penalty: 4622.320801
	Iteration 35Q: 3 clusters Score -1328335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1328334.125000 Penalty: 4622.320801
	Iteration 36Q: 3 clusters Score -1328334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1328333.875000 Penalty: 4622.320801
	Iteration 37Q: 3 clusters Score -1328334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1328336.500000 Penalty: 4622.320801
	Iteration 38Q: 3 clusters Score -1328336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1328337.750000 Penalty: 4622.320801
	Iteration 39Q: 3 clusters Score -1328338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1328336.125000 Penalty: 4622.320801
	Iteration 40F: 3 clusters Score -1328336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1328333.375000 Penalty: 4622.320801
	Iteration 41Q: 3 clusters Score -1328333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1328333.500000 Penalty: 4622.320801
	Iteration 42Q: 3 clusters Score -1328334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1328335.125000 Penalty: 4622.320801
	Iteration 43Q: 3 clusters Score -1328335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1328335.250000 Penalty: 4622.320801
	Iteration 44Q: 3 clusters Score -1328335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1328332.500000 Penalty: 4622.320801
	Iteration 45Q: 3 clusters Score -1328332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1328332.500000 Penalty: 4622.320801
	Iteration 46F: 3 clusters Score -1328332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Entering Unmasked Estep 
Score: -442795.031250 Penalty: 2078.978027
	Iteration 0F: 2 clusters Score -442795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -438725.406250 Penalty: 4157.956055
	Iteration 0F: 3 clusters Score -438725.4 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -439855.750000 Penalty: 4157.956055
	Iteration 1F: 3 clusters Score -439855.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -440318.500000 Penalty: 4157.956055
	Iteration 2F: 3 clusters Score -440318.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -440749.250000 Penalty: 4157.956055
	Iteration 3F: 3 clusters Score -440749.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -441175.750000 Penalty: 4157.956055
	Iteration 4F: 3 clusters Score -441175.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -441469.593750 Penalty: 4157.956055
	Iteration 5F: 3 clusters Score -441469.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -441632.375000 Penalty: 4157.956055
	Iteration 6Q: 3 clusters Score -441632.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -441745.500000 Penalty: 4157.956055
	Iteration 7Q: 3 clusters Score -441745.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -441838.093750 Penalty: 4157.956055
	Iteration 8Q: 3 clusters Score -441838.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -441891.312500 Penalty: 4157.956055
	Iteration 9Q: 3 clusters Score -441891.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -441934.687500 Penalty: 4157.956055
	Iteration 10Q: 3 clusters Score -441934.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -441967.906250 Penalty: 4157.956055
	Iteration 11Q: 3 clusters Score -441967.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -441985.000000 Penalty: 4157.956055
	Iteration 12Q: 3 clusters Score -441985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -441997.656250 Penalty: 4157.956055
	Iteration 13Q: 3 clusters Score -441997.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -442004.312500 Penalty: 4157.956055
	Iteration 14Q: 3 clusters Score -442004.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -442013.062500 Penalty: 4157.956055
	Iteration 15Q: 3 clusters Score -442013.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -442029.437500 Penalty: 4157.956055
	Iteration 16Q: 3 clusters Score -442029.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -442045.312500 Penalty: 4157.956055
	Iteration 17Q: 3 clusters Score -442045.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -442054.437500 Penalty: 4157.956055
	Iteration 18Q: 3 clusters Score -442054.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -442063.718750 Penalty: 4157.956055
	Iteration 19Q: 3 clusters Score -442063.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -442070.656250 Penalty: 4157.956055
	Iteration 20F: 3 clusters Score -442070.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -442077.031250 Penalty: 4157.956055
	Iteration 21Q: 3 clusters Score -442077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -442081.343750 Penalty: 4157.956055
	Iteration 22Q: 3 clusters Score -442081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -442082.343750 Penalty: 4157.956055
	Iteration 23Q: 3 clusters Score -442082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -442083.656250 Penalty: 4157.956055
	Iteration 24Q: 3 clusters Score -442083.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -442084.500000 Penalty: 4157.956055
	Iteration 25Q: 3 clusters Score -442084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -442086.687500 Penalty: 4157.956055
	Iteration 26Q: 3 clusters Score -442086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -442088.406250 Penalty: 4157.956055
	Iteration 27Q: 3 clusters Score -442088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -442089.937500 Penalty: 4157.956055
	Iteration 28Q: 3 clusters Score -442089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -442090.468750 Penalty: 4157.956055
	Iteration 29Q: 3 clusters Score -442090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -442090.468750 Penalty: 4157.956055
	Iteration 30F: 3 clusters Score -442090.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -74661.390625 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -74661.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73123.867188 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -73123.87 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73721.359375 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -73721.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74064.882812 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -74064.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74262.484375 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -74262.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74478.390625 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -74478.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74575.750000 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -74575.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74654.882812 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -74654.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74731.687500 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -74731.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -74797.859375 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -74797.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74819.296875 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -74819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74819.296875 Penalty: 3143.065674
	Iteration 10F: 3 clusters Score -74819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 672 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 2763 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 1683 members 
Mstep: Class 45 contains 8287 members 
Mstep: Class 46 contains 1940 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 328 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 5622 members 
Mstep: Class 65 contains 562 members 
Mstep: Class 66 contains 1549 members 
Mstep: Class 67 contains 2541 members 
Mstep: Class 68 contains 10578 members 
Mstep: Class 69 contains 4072 members 
Mstep: Class 70 contains 237 members 
Entering Unmasked Estep 
Score: -133734928.000000 Penalty: 242683.890625
Splitting cluster 49 changes total score from -133734800.000000 to -133734928.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 50 (4936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Entering Unmasked Estep 
Score: -563745.125000 Penalty: 2109.069092
	Iteration 0F: 2 clusters Score -563745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -559308.000000 Penalty: 4218.138184
	Iteration 0F: 3 clusters Score -559308 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -560542.312500 Penalty: 4218.138184
	Iteration 1F: 3 clusters Score -560542.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -560966.937500 Penalty: 4218.138184
	Iteration 2F: 3 clusters Score -560966.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -561377.812500 Penalty: 4218.138184
	Iteration 3F: 3 clusters Score -561377.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -561826.062500 Penalty: 4218.138184
	Iteration 4F: 3 clusters Score -561826.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -562236.062500 Penalty: 4218.138184
	Iteration 5F: 3 clusters Score -562236.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -562538.187500 Penalty: 4218.138184
	Iteration 6F: 3 clusters Score -562538.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -562726.375000 Penalty: 4218.138184
	Iteration 7Q: 3 clusters Score -562726.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -562887.312500 Penalty: 4218.138184
	Iteration 8Q: 3 clusters Score -562887.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -563034.437500 Penalty: 4218.138184
	Iteration 9Q: 3 clusters Score -563034.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -563152.562500 Penalty: 4218.138184
	Iteration 10Q: 3 clusters Score -563152.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -563222.875000 Penalty: 4218.138184
	Iteration 11Q: 3 clusters Score -563222.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -563262.312500 Penalty: 4218.138184
	Iteration 12Q: 3 clusters Score -563262.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -563285.187500 Penalty: 4218.138184
	Iteration 13Q: 3 clusters Score -563285.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -563300.250000 Penalty: 4218.138184
	Iteration 14Q: 3 clusters Score -563300.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -563325.312500 Penalty: 4218.138184
	Iteration 15Q: 3 clusters Score -563325.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -563352.687500 Penalty: 4218.138184
	Iteration 16Q: 3 clusters Score -563352.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -563380.312500 Penalty: 4218.138184
	Iteration 17Q: 3 clusters Score -563380.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -563398.375000 Penalty: 4218.138184
	Iteration 18Q: 3 clusters Score -563398.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -563412.437500 Penalty: 4218.138184
	Iteration 19Q: 3 clusters Score -563412.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -563425.062500 Penalty: 4218.138184
	Iteration 20F: 3 clusters Score -563425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -563434.250000 Penalty: 4218.138184
	Iteration 21Q: 3 clusters Score -563434.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -563440.687500 Penalty: 4218.138184
	Iteration 22Q: 3 clusters Score -563440.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -563444.250000 Penalty: 4218.138184
	Iteration 23Q: 3 clusters Score -563444.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -563447.125000 Penalty: 4218.138184
	Iteration 24Q: 3 clusters Score -563447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -563448.562500 Penalty: 4218.138184
	Iteration 25Q: 3 clusters Score -563448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -563449.000000 Penalty: 4218.138184
	Iteration 26Q: 3 clusters Score -563449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -563449.000000 Penalty: 4218.138184
	Iteration 27F: 3 clusters Score -563449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (17254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Entering Unmasked Estep 
Score: -1999836.375000 Penalty: 2419.438232
	Iteration 0F: 2 clusters Score -1999836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1987469.000000 Penalty: 4838.876465
	Iteration 0F: 3 clusters Score -1987469 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1991346.500000 Penalty: 4838.876465
	Iteration 1F: 3 clusters Score -1991346 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1991696.875000 Penalty: 4838.876465
	Iteration 2F: 3 clusters Score -1991697 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1992000.625000 Penalty: 4838.876465
	Iteration 3Q: 3 clusters Score -1992001 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1992242.750000 Penalty: 4838.876465
	Iteration 4Q: 3 clusters Score -1992243 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1992446.375000 Penalty: 4838.876465
	Iteration 5Q: 3 clusters Score -1992446 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1992623.875000 Penalty: 4838.876465
	Iteration 6Q: 3 clusters Score -1992624 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1992818.875000 Penalty: 4838.876465
	Iteration 7Q: 3 clusters Score -1992819 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1993085.250000 Penalty: 4838.876465
	Iteration 8Q: 3 clusters Score -1993085 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1993450.000000 Penalty: 4838.876465
	Iteration 9Q: 3 clusters Score -1993450 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1993951.125000 Penalty: 4838.876465
	Iteration 10Q: 3 clusters Score -1993951 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1994518.625000 Penalty: 4838.876465
	Iteration 11Q: 3 clusters Score -1994519 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1995124.875000 Penalty: 4838.876465
	Iteration 12F: 3 clusters Score -1995125 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1995699.000000 Penalty: 4838.876465
	Iteration 13F: 3 clusters Score -1995699 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1996154.000000 Penalty: 4838.876465
	Iteration 14Q: 3 clusters Score -1996154 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1996475.250000 Penalty: 4838.876465
	Iteration 15Q: 3 clusters Score -1996475 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1996693.250000 Penalty: 4838.876465
	Iteration 16Q: 3 clusters Score -1996693 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1996841.250000 Penalty: 4838.876465
	Iteration 17Q: 3 clusters Score -1996841 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1996962.375000 Penalty: 4838.876465
	Iteration 18Q: 3 clusters Score -1996962 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1997076.625000 Penalty: 4838.876465
	Iteration 19Q: 3 clusters Score -1997077 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1997173.500000 Penalty: 4838.876465
	Iteration 20F: 3 clusters Score -1997174 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1997286.125000 Penalty: 4838.876465
	Iteration 21Q: 3 clusters Score -1997286 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1997383.625000 Penalty: 4838.876465
	Iteration 22Q: 3 clusters Score -1997384 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1997498.000000 Penalty: 4838.876465
	Iteration 23Q: 3 clusters Score -1997498 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1997610.375000 Penalty: 4838.876465
	Iteration 24Q: 3 clusters Score -1997610 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1997708.000000 Penalty: 4838.876465
	Iteration 25Q: 3 clusters Score -1997708 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1997780.625000 Penalty: 4838.876465
	Iteration 26Q: 3 clusters Score -1997781 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1997855.625000 Penalty: 4838.876465
	Iteration 27Q: 3 clusters Score -1997856 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1997903.750000 Penalty: 4838.876465
	Iteration 28Q: 3 clusters Score -1997904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1997952.500000 Penalty: 4838.876465
	Iteration 29Q: 3 clusters Score -1997952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1998005.500000 Penalty: 4838.876465
	Iteration 30Q: 3 clusters Score -1998006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1998044.625000 Penalty: 4838.876465
	Iteration 31Q: 3 clusters Score -1998045 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1998081.875000 Penalty: 4838.876465
	Iteration 32Q: 3 clusters Score -1998082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1998115.250000 Penalty: 4838.876465
	Iteration 33Q: 3 clusters Score -1998115 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1998138.625000 Penalty: 4838.876465
	Iteration 34Q: 3 clusters Score -1998139 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1998161.125000 Penalty: 4838.876465
	Iteration 35Q: 3 clusters Score -1998161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1998170.000000 Penalty: 4838.876465
	Iteration 36Q: 3 clusters Score -1998170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1998179.500000 Penalty: 4838.876465
	Iteration 37Q: 3 clusters Score -1998180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1998191.875000 Penalty: 4838.876465
	Iteration 38Q: 3 clusters Score -1998192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1998201.500000 Penalty: 4838.876465
	Iteration 39Q: 3 clusters Score -1998202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1998218.125000 Penalty: 4838.876465
	Iteration 40F: 3 clusters Score -1998218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1998220.375000 Penalty: 4838.876465
	Iteration 41Q: 3 clusters Score -1998220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1998226.750000 Penalty: 4838.876465
	Iteration 42Q: 3 clusters Score -1998227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1998231.125000 Penalty: 4838.876465
	Iteration 43Q: 3 clusters Score -1998231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1998236.750000 Penalty: 4838.876465
	Iteration 44Q: 3 clusters Score -1998237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1998241.875000 Penalty: 4838.876465
	Iteration 45Q: 3 clusters Score -1998242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1998240.125000 Penalty: 4838.876465
	Iteration 46Q: 3 clusters Score -1998240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1998246.375000 Penalty: 4838.876465
	Iteration 47Q: 3 clusters Score -1998246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1998249.125000 Penalty: 4838.876465
	Iteration 48Q: 3 clusters Score -1998249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1998249.875000 Penalty: 4838.876465
	Iteration 49Q: 3 clusters Score -1998250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1998248.875000 Penalty: 4838.876465
	Iteration 50Q: 3 clusters Score -1998249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1998251.625000 Penalty: 4838.876465
	Iteration 51Q: 3 clusters Score -1998252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1998255.250000 Penalty: 4838.876465
	Iteration 52Q: 3 clusters Score -1998255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1998253.250000 Penalty: 4838.876465
	Iteration 53Q: 3 clusters Score -1998253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1998253.000000 Penalty: 4838.876465
	Iteration 54Q: 3 clusters Score -1998253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1998255.625000 Penalty: 4838.876465
	Iteration 55Q: 3 clusters Score -1998256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1998258.250000 Penalty: 4838.876465
	Iteration 56Q: 3 clusters Score -1998258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1998259.125000 Penalty: 4838.876465
	Iteration 57Q: 3 clusters Score -1998259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1998261.125000 Penalty: 4838.876465
	Iteration 58Q: 3 clusters Score -1998261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1998256.750000 Penalty: 4838.876465
	Iteration 59Q: 3 clusters Score -1998257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1998258.250000 Penalty: 4838.876465
	Iteration 60F: 3 clusters Score -1998258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1998262.125000 Penalty: 4838.876465
	Iteration 61Q: 3 clusters Score -1998262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1998263.750000 Penalty: 4838.876465
	Iteration 62Q: 3 clusters Score -1998264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1998265.625000 Penalty: 4838.876465
	Iteration 63Q: 3 clusters Score -1998266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1998265.625000 Penalty: 4838.876465
	Iteration 64F: 3 clusters Score -1998266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -30998.816406 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -30998.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29722.732422 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -29722.73 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -30133.062500 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -30133.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -30386.283203 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -30386.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30513.414062 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -30513.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30551.738281 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -30551.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30577.582031 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -30577.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30604.181641 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -30604.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30641.609375 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -30641.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -30668.033203 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -30668.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -30679.921875 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -30679.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30682.439453 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -30682.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30684.312500 Penalty: 3044.312744
	Iteration 11F: 3 clusters Score -30684.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30700.769531 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -30700.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30700.769531 Penalty: 3044.312744
	Iteration 13F: 3 clusters Score -30700.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -150929.750000 Penalty: 1735.856812
	Iteration 0F: 2 clusters Score -150929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -149096.281250 Penalty: 3471.713623
	Iteration 0F: 3 clusters Score -149096.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -150375.234375 Penalty: 3471.713623
	Iteration 1F: 3 clusters Score -150375.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -151280.640625 Penalty: 3471.713623
	Iteration 2F: 3 clusters Score -151280.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -151837.390625 Penalty: 3471.713623
	Iteration 3F: 3 clusters Score -151837.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -152065.484375 Penalty: 3471.713623
	Iteration 4Q: 3 clusters Score -152065.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -152163.656250 Penalty: 3471.713623
	Iteration 5Q: 3 clusters Score -152163.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -152267.343750 Penalty: 3471.713623
	Iteration 6Q: 3 clusters Score -152267.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -152369.703125 Penalty: 3471.713623
	Iteration 7Q: 3 clusters Score -152369.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -152430.093750 Penalty: 3471.713623
	Iteration 8Q: 3 clusters Score -152430.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -152551.968750 Penalty: 3471.713623
	Iteration 9Q: 3 clusters Score -152552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -152720.921875 Penalty: 3471.713623
	Iteration 10Q: 3 clusters Score -152720.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -152992.312500 Penalty: 3471.713623
	Iteration 11Q: 3 clusters Score -152992.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -153032.625000 Penalty: 3471.713623
	Iteration 12Q: 3 clusters Score -153032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -153058.484375 Penalty: 3471.713623
	Iteration 13Q: 3 clusters Score -153058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -153063.328125 Penalty: 3471.713623
	Iteration 14Q: 3 clusters Score -153063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -153063.328125 Penalty: 3471.713623
	Iteration 15F: 3 clusters Score -153063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 672 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 2763 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 1683 members 
Mstep: Class 45 contains 8287 members 
Mstep: Class 46 contains 1940 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 328 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 702 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 8662 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 5622 members 
Mstep: Class 65 contains 562 members 
Mstep: Class 66 contains 1549 members 
Mstep: Class 67 contains 2541 members 
Mstep: Class 68 contains 10578 members 
Mstep: Class 69 contains 4072 members 
Mstep: Class 70 contains 237 members 
Mstep: Class 71 contains 394 members 
Entering Unmasked Estep 
Score: -133735504.000000 Penalty: 246150.796875
Splitting cluster 53 changes total score from -133734800.000000 to -133735504.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 54 (26645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Entering Unmasked Estep 
Score: -3080353.000000 Penalty: 2527.208496
	Iteration 0F: 2 clusters Score -3080353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3062033.000000 Penalty: 5054.416992
	Iteration 0F: 3 clusters Score -3062033 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3068909.750000 Penalty: 5054.416992
	Iteration 1F: 3 clusters Score -3068910 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3069916.500000 Penalty: 5054.416992
	Iteration 2F: 3 clusters Score -3069916 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3070934.500000 Penalty: 5054.416992
	Iteration 3F: 3 clusters Score -3070934 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3072028.750000 Penalty: 5054.416992
	Iteration 4F: 3 clusters Score -3072029 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3073139.750000 Penalty: 5054.416992
	Iteration 5F: 3 clusters Score -3073140 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3074318.750000 Penalty: 5054.416992
	Iteration 6F: 3 clusters Score -3074319 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3075315.750000 Penalty: 5054.416992
	Iteration 7F: 3 clusters Score -3075316 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3076002.250000 Penalty: 5054.416992
	Iteration 8Q: 3 clusters Score -3076002 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3076492.500000 Penalty: 5054.416992
	Iteration 9Q: 3 clusters Score -3076492 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3076831.750000 Penalty: 5054.416992
	Iteration 10Q: 3 clusters Score -3076832 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3077043.500000 Penalty: 5054.416992
	Iteration 11Q: 3 clusters Score -3077044 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -3077196.000000 Penalty: 5054.416992
	Iteration 12Q: 3 clusters Score -3077196 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3077288.250000 Penalty: 5054.416992
	Iteration 13Q: 3 clusters Score -3077288 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3077377.250000 Penalty: 5054.416992
	Iteration 14Q: 3 clusters Score -3077377 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3077435.500000 Penalty: 5054.416992
	Iteration 15Q: 3 clusters Score -3077436 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3077482.750000 Penalty: 5054.416992
	Iteration 16Q: 3 clusters Score -3077483 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3077505.000000 Penalty: 5054.416992
	Iteration 17Q: 3 clusters Score -3077505 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3077546.000000 Penalty: 5054.416992
	Iteration 18Q: 3 clusters Score -3077546 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3077567.250000 Penalty: 5054.416992
	Iteration 19Q: 3 clusters Score -3077567 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3077591.750000 Penalty: 5054.416992
	Iteration 20F: 3 clusters Score -3077592 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3077593.250000 Penalty: 5054.416992
	Iteration 21Q: 3 clusters Score -3077593 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3077609.000000 Penalty: 5054.416992
	Iteration 22Q: 3 clusters Score -3077609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3077611.500000 Penalty: 5054.416992
	Iteration 23Q: 3 clusters Score -3077612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3077617.250000 Penalty: 5054.416992
	Iteration 24Q: 3 clusters Score -3077617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3077614.500000 Penalty: 5054.416992
	Iteration 25Q: 3 clusters Score -3077614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3077613.250000 Penalty: 5054.416992
	Iteration 26Q: 3 clusters Score -3077613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3077616.500000 Penalty: 5054.416992
	Iteration 27Q: 3 clusters Score -3077616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3077622.250000 Penalty: 5054.416992
	Iteration 28Q: 3 clusters Score -3077622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3077629.000000 Penalty: 5054.416992
	Iteration 29Q: 3 clusters Score -3077629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3077634.000000 Penalty: 5054.416992
	Iteration 30Q: 3 clusters Score -3077634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3077640.250000 Penalty: 5054.416992
	Iteration 31Q: 3 clusters Score -3077640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3077632.750000 Penalty: 5054.416992
	Iteration 32Q: 3 clusters Score -3077633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3077631.000000 Penalty: 5054.416992
	Iteration 33Q: 3 clusters Score -3077631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3077637.750000 Penalty: 5054.416992
	Iteration 34Q: 3 clusters Score -3077638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3077648.000000 Penalty: 5054.416992
	Iteration 35Q: 3 clusters Score -3077648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3077643.500000 Penalty: 5054.416992
	Iteration 36Q: 3 clusters Score -3077644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3077644.500000 Penalty: 5054.416992
	Iteration 37Q: 3 clusters Score -3077644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3077646.000000 Penalty: 5054.416992
	Iteration 38Q: 3 clusters Score -3077646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3077656.000000 Penalty: 5054.416992
	Iteration 39Q: 3 clusters Score -3077656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3077654.500000 Penalty: 5054.416992
	Iteration 40F: 3 clusters Score -3077654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3077657.250000 Penalty: 5054.416992
	Iteration 41Q: 3 clusters Score -3077657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3077655.250000 Penalty: 5054.416992
	Iteration 42Q: 3 clusters Score -3077655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3077657.750000 Penalty: 5054.416992
	Iteration 43Q: 3 clusters Score -3077658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -3077652.750000 Penalty: 5054.416992
	Iteration 44Q: 3 clusters Score -3077653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3077657.000000 Penalty: 5054.416992
	Iteration 45Q: 3 clusters Score -3077657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3077654.000000 Penalty: 5054.416992
	Iteration 46Q: 3 clusters Score -3077654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3077654.000000 Penalty: 5054.416992
	Iteration 47F: 3 clusters Score -3077654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (8662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Entering Unmasked Estep 
Score: -978468.562500 Penalty: 2248.541748
	Iteration 0F: 2 clusters Score -978468.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -971749.562500 Penalty: 4497.083496
	Iteration 0F: 3 clusters Score -971749.6 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -973915.437500 Penalty: 4497.083496
	Iteration 1F: 3 clusters Score -973915.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -974737.875000 Penalty: 4497.083496
	Iteration 2F: 3 clusters Score -974737.9 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -975743.687500 Penalty: 4497.083496
	Iteration 3F: 3 clusters Score -975743.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -976658.937500 Penalty: 4497.083496
	Iteration 4F: 3 clusters Score -976658.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -977406.000000 Penalty: 4497.083496
	Iteration 5F: 3 clusters Score -977406 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -978086.187500 Penalty: 4497.083496
	Iteration 6F: 3 clusters Score -978086.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -978635.687500 Penalty: 4497.083496
	Iteration 7F: 3 clusters Score -978635.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -979078.750000 Penalty: 4497.083496
	Iteration 8Q: 3 clusters Score -979078.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -979416.000000 Penalty: 4497.083496
	Iteration 9Q: 3 clusters Score -979416 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -979632.000000 Penalty: 4497.083496
	Iteration 10Q: 3 clusters Score -979632 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -979794.750000 Penalty: 4497.083496
	Iteration 11Q: 3 clusters Score -979794.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -979916.500000 Penalty: 4497.083496
	Iteration 12Q: 3 clusters Score -979916.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -979988.437500 Penalty: 4497.083496
	Iteration 13Q: 3 clusters Score -979988.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -980011.812500 Penalty: 4497.083496
	Iteration 14Q: 3 clusters Score -980011.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -980018.500000 Penalty: 4497.083496
	Iteration 15Q: 3 clusters Score -980018.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -980022.312500 Penalty: 4497.083496
	Iteration 16Q: 3 clusters Score -980022.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -980027.250000 Penalty: 4497.083496
	Iteration 17Q: 3 clusters Score -980027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -980027.250000 Penalty: 4497.083496
	Iteration 18Q: 3 clusters Score -980027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -980027.812500 Penalty: 4497.083496
	Iteration 19Q: 3 clusters Score -980027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -980028.750000 Penalty: 4497.083496
	Iteration 20F: 3 clusters Score -980028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 672 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 2763 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 1683 members 
Mstep: Class 45 contains 8287 members 
Mstep: Class 46 contains 1940 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 328 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 702 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 4086 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 4811 members 
Mstep: Class 58 contains 1970 members 
Mstep: Class 59 contains 776 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 7884 members 
Mstep: Class 62 contains 902 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 5622 members 
Mstep: Class 65 contains 562 members 
Mstep: Class 66 contains 1549 members 
Mstep: Class 67 contains 2541 members 
Mstep: Class 68 contains 10578 members 
Mstep: Class 69 contains 4072 members 
Mstep: Class 70 contains 237 members 
Mstep: Class 71 contains 394 members 
Mstep: Class 72 contains 4576 members 
Entering Unmasked Estep 
Score: -133735832.000000 Penalty: 249617.703125
Splitting cluster 55 changes total score from -133734800.000000 to -133735832.000000
So it's getting split into cluster 72.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 22678 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 8792 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 34675 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 187291 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 54070 members 
Mstep: Class 27 contains 26196 members 
Mstep: Class 28 contains 64515 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 175954 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 42793 members 
Mstep: Class 36 contains 6266 members 
Mstep: Class 37 contains 672 members 
Mstep: Class 38 contains 5562 members 
Mstep: Class 39 contains 2763 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 1683 members 
Mstep: Class 45 contains 8287 members 
Mstep: Class 46 contains 1940 members 
Mstep: Class 47 contains 11150 members 
Mstep: Class 48 contains 4372 members 
Mstep: Class 49 contains 328 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 17254 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 702 members 
Mstep: Class 54 contains 26645 members 
Mstep: Class 55 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 59. Lose 1447.776245 but Gain 3466.906250
Score: -133742712.000000 Penalty: 246150.796875
Iteration 119Q: 72 clusters Score -1.337427e+08 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 18050 members 
Mstep: Class 3 contains 22674 members 
Mstep: Class 4 contains 4584 members 
Mstep: Class 5 contains 8823 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 34617 members 
Mstep: Class 8 contains 9837 members 
Mstep: Class 9 contains 10426 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 188597 members 
Mstep: Class 13 contains 187262 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 2728 members 
Mstep: Class 18 contains 5393 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 19020 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 44800 members 
Mstep: Class 24 contains 5796 members 
Mstep: Class 25 contains 11662 members 
Mstep: Class 26 contains 54196 members 
Mstep: Class 27 contains 26205 members 
Mstep: Class 28 contains 64390 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2339 members 
Mstep: Class 31 contains 10269 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 175957 members 
Mstep: Class 34 contains 8332 members 
Mstep: Class 35 contains 42932 members 
Mstep: Class 36 contains 6281 members 
Mstep: Class 37 contains 688 members 
Mstep: Class 38 contains 5561 members 
Mstep: Class 39 contains 2791 members 
Mstep: Class 40 contains 2345 members 
Mstep: Class 41 contains 9440 members 
Mstep: Class 42 contains 1967 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 1721 members 
Mstep: Class 45 contains 8581 members 
Mstep: Class 46 contains 2059 members 
Mstep: Class 47 contains 11149 members 
Mstep: Class 48 contains 4435 members 
Mstep: Class 49 contains 340 members 
Mstep: Class 50 contains 4942 members 
Mstep: Class 51 contains 17452 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 703 members 
Mstep: Class 54 contains 26720 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 4501 members 
Mstep: Class 58 contains 1937 members 
Mstep: Class 60 contains 3137 members 
Mstep: Class 61 contains 7722 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 316 members 
Mstep: Class 64 contains 5457 members 
Mstep: Class 65 contains 583 members 
Mstep: Class 66 contains 1391 members 
Mstep: Class 67 contains 2514 members 
Mstep: Class 68 contains 10326 members 
Mstep: Class 69 contains 3965 members 
Mstep: Class 70 contains 213 members 
Mstep: Class 71 contains 394 members 
Mstep: Class 72 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748432.000000 Penalty: 246150.796875
Iteration 120F: 72 clusters Score -1.337484e+08 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 18016 members 
Mstep: Class 3 contains 22675 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 8787 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 34585 members 
Mstep: Class 8 contains 9855 members 
Mstep: Class 9 contains 10301 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 188494 members 
Mstep: Class 13 contains 187234 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 18752 members 
Mstep: Class 21 contains 13057 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 44802 members 
Mstep: Class 24 contains 5810 members 
Mstep: Class 25 contains 11608 members 
Mstep: Class 26 contains 54089 members 
Mstep: Class 27 contains 26151 members 
Mstep: Class 28 contains 64270 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 2330 members 
Mstep: Class 31 contains 10287 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 175948 members 
Mstep: Class 34 contains 8297 members 
Mstep: Class 35 contains 42724 members 
Mstep: Class 36 contains 6232 members 
Mstep: Class 37 contains 671 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2804 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 9504 members 
Mstep: Class 42 contains 1972 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 1731 members 
Mstep: Class 45 contains 8565 members 
Mstep: Class 46 contains 2067 members 
Mstep: Class 47 contains 11143 members 
Mstep: Class 48 contains 4432 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 17649 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26592 members 
Mstep: Class 55 contains 4105 members 
Mstep: Class 56 contains 392 members 
Mstep: Class 57 contains 4891 members 
Mstep: Class 58 contains 1944 members 
Mstep: Class 60 contains 3229 members 
Mstep: Class 61 contains 7988 members 
Mstep: Class 62 contains 877 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 5533 members 
Mstep: Class 65 contains 641 members 
Mstep: Class 66 contains 1535 members 
Mstep: Class 67 contains 2516 members 
Mstep: Class 68 contains 10655 members 
Mstep: Class 69 contains 3990 members 
Mstep: Class 70 contains 205 members 
Mstep: Class 71 contains 406 members 
Mstep: Class 72 contains 4389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750600.000000 Penalty: 246150.796875
Iteration 121Q: 72 clusters Score -1.337506e+08 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 17984 members 
Mstep: Class 3 contains 22667 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 8774 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 34551 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 10220 members 
Mstep: Class 10 contains 4918 members 
Mstep: Class 11 contains 5599 members 
Mstep: Class 12 contains 188455 members 
Mstep: Class 13 contains 187200 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 18632 members 
Mstep: Class 21 contains 13097 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 44816 members 
Mstep: Class 24 contains 5814 members 
Mstep: Class 25 contains 11596 members 
Mstep: Class 26 contains 54004 members 
Mstep: Class 27 contains 26112 members 
Mstep: Class 28 contains 64139 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 10304 members 
Mstep: Class 32 contains 4862 members 
Mstep: Class 33 contains 175927 members 
Mstep: Class 34 contains 8280 members 
Mstep: Class 35 contains 42581 members 
Mstep: Class 36 contains 6197 members 
Mstep: Class 37 contains 656 members 
Mstep: Class 38 contains 5551 members 
Mstep: Class 39 contains 2808 members 
Mstep: Class 40 contains 2324 members 
Mstep: Class 41 contains 9564 members 
Mstep: Class 42 contains 1976 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 1747 members 
Mstep: Class 45 contains 8570 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 4483 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 17851 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26475 members 
Mstep: Class 55 contains 4106 members 
Mstep: Class 56 contains 386 members 
Mstep: Class 57 contains 5114 members 
Mstep: Class 58 contains 1938 members 
Mstep: Class 60 contains 3258 members 
Mstep: Class 61 contains 8112 members 
Mstep: Class 62 contains 873 members 
Mstep: Class 63 contains 327 members 
Mstep: Class 64 contains 5549 members 
Mstep: Class 65 contains 668 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 2519 members 
Mstep: Class 68 contains 10816 members 
Mstep: Class 69 contains 3991 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 405 members 
Mstep: Class 72 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751288.000000 Penalty: 246150.796875
Iteration 122Q: 72 clusters Score -1.337513e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 17970 members 
Mstep: Class 3 contains 22669 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 34530 members 
Mstep: Class 8 contains 9881 members 
Mstep: Class 9 contains 10170 members 
Mstep: Class 10 contains 4919 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 188428 members 
Mstep: Class 13 contains 187192 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 1832 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13136 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 44765 members 
Mstep: Class 24 contains 5816 members 
Mstep: Class 25 contains 11579 members 
Mstep: Class 26 contains 53929 members 
Mstep: Class 27 contains 26081 members 
Mstep: Class 28 contains 63985 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2323 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 4869 members 
Mstep: Class 33 contains 175914 members 
Mstep: Class 34 contains 8266 members 
Mstep: Class 35 contains 42481 members 
Mstep: Class 36 contains 6175 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2814 members 
Mstep: Class 40 contains 2316 members 
Mstep: Class 41 contains 9620 members 
Mstep: Class 42 contains 1978 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 1746 members 
Mstep: Class 45 contains 8571 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 11132 members 
Mstep: Class 48 contains 4532 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 4938 members 
Mstep: Class 51 contains 18068 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26364 members 
Mstep: Class 55 contains 4103 members 
Mstep: Class 56 contains 377 members 
Mstep: Class 57 contains 5287 members 
Mstep: Class 58 contains 1923 members 
Mstep: Class 60 contains 3281 members 
Mstep: Class 61 contains 8179 members 
Mstep: Class 62 contains 866 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 689 members 
Mstep: Class 66 contains 1720 members 
Mstep: Class 67 contains 2538 members 
Mstep: Class 68 contains 10912 members 
Mstep: Class 69 contains 3990 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 405 members 
Mstep: Class 72 contains 4328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752144.000000 Penalty: 246150.796875
Iteration 123Q: 72 clusters Score -1.337521e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 17954 members 
Mstep: Class 3 contains 22661 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2388 members 
Mstep: Class 7 contains 34516 members 
Mstep: Class 8 contains 9888 members 
Mstep: Class 9 contains 10133 members 
Mstep: Class 10 contains 4918 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 188402 members 
Mstep: Class 13 contains 187205 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 13161 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 44708 members 
Mstep: Class 24 contains 5816 members 
Mstep: Class 25 contains 11574 members 
Mstep: Class 26 contains 53881 members 
Mstep: Class 27 contains 26067 members 
Mstep: Class 28 contains 63834 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 10347 members 
Mstep: Class 32 contains 4877 members 
Mstep: Class 33 contains 175906 members 
Mstep: Class 34 contains 8255 members 
Mstep: Class 35 contains 42407 members 
Mstep: Class 36 contains 6155 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2824 members 
Mstep: Class 40 contains 2309 members 
Mstep: Class 41 contains 9670 members 
Mstep: Class 42 contains 1982 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 1746 members 
Mstep: Class 45 contains 8566 members 
Mstep: Class 46 contains 2053 members 
Mstep: Class 47 contains 11130 members 
Mstep: Class 48 contains 4569 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 4937 members 
Mstep: Class 51 contains 18266 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26267 members 
Mstep: Class 55 contains 4103 members 
Mstep: Class 56 contains 373 members 
Mstep: Class 57 contains 5411 members 
Mstep: Class 58 contains 1915 members 
Mstep: Class 60 contains 3288 members 
Mstep: Class 61 contains 8223 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 332 members 
Mstep: Class 64 contains 5565 members 
Mstep: Class 65 contains 713 members 
Mstep: Class 66 contains 1790 members 
Mstep: Class 67 contains 2551 members 
Mstep: Class 68 contains 10976 members 
Mstep: Class 69 contains 3992 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 405 members 
Mstep: Class 72 contains 4299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752448.000000 Penalty: 246150.796875
Iteration 124Q: 72 clusters Score -1.337524e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 17935 members 
Mstep: Class 3 contains 22661 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 2395 members 
Mstep: Class 7 contains 34503 members 
Mstep: Class 8 contains 9892 members 
Mstep: Class 9 contains 10106 members 
Mstep: Class 10 contains 4919 members 
Mstep: Class 11 contains 5604 members 
Mstep: Class 12 contains 188369 members 
Mstep: Class 13 contains 187193 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 18513 members 
Mstep: Class 21 contains 13175 members 
Mstep: Class 22 contains 868 members 
Mstep: Class 23 contains 44666 members 
Mstep: Class 24 contains 5817 members 
Mstep: Class 25 contains 11573 members 
Mstep: Class 26 contains 53833 members 
Mstep: Class 27 contains 26062 members 
Mstep: Class 28 contains 63675 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 10373 members 
Mstep: Class 32 contains 4885 members 
Mstep: Class 33 contains 175893 members 
Mstep: Class 34 contains 8244 members 
Mstep: Class 35 contains 42356 members 
Mstep: Class 36 contains 6136 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2827 members 
Mstep: Class 40 contains 2302 members 
Mstep: Class 41 contains 9716 members 
Mstep: Class 42 contains 1984 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 1739 members 
Mstep: Class 45 contains 8564 members 
Mstep: Class 46 contains 2050 members 
Mstep: Class 47 contains 11128 members 
Mstep: Class 48 contains 4608 members 
Mstep: Class 49 contains 332 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 18474 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26201 members 
Mstep: Class 55 contains 4097 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 5521 members 
Mstep: Class 58 contains 1909 members 
Mstep: Class 60 contains 3294 members 
Mstep: Class 61 contains 8251 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 1848 members 
Mstep: Class 67 contains 2565 members 
Mstep: Class 68 contains 11023 members 
Mstep: Class 69 contains 3994 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 406 members 
Mstep: Class 72 contains 4281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752584.000000 Penalty: 246150.796875
Iteration 125Q: 72 clusters Score -1.337526e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 17929 members 
Mstep: Class 3 contains 22661 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 34494 members 
Mstep: Class 8 contains 9898 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 4920 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 188336 members 
Mstep: Class 13 contains 187173 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1866 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18491 members 
Mstep: Class 21 contains 13186 members 
Mstep: Class 22 contains 861 members 
Mstep: Class 23 contains 44618 members 
Mstep: Class 24 contains 5817 members 
Mstep: Class 25 contains 11568 members 
Mstep: Class 26 contains 53804 members 
Mstep: Class 27 contains 26051 members 
Mstep: Class 28 contains 63515 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 10384 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 175883 members 
Mstep: Class 34 contains 8235 members 
Mstep: Class 35 contains 42328 members 
Mstep: Class 36 contains 6121 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2832 members 
Mstep: Class 40 contains 2296 members 
Mstep: Class 41 contains 9760 members 
Mstep: Class 42 contains 1984 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 1731 members 
Mstep: Class 45 contains 8563 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 11126 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 18690 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26160 members 
Mstep: Class 55 contains 4090 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 5628 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 8275 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 739 members 
Mstep: Class 66 contains 1878 members 
Mstep: Class 67 contains 2575 members 
Mstep: Class 68 contains 11044 members 
Mstep: Class 69 contains 3996 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752968.000000 Penalty: 246150.796875
Iteration 126Q: 72 clusters Score -1.33753e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 22666 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 2398 members 
Mstep: Class 7 contains 34478 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 10062 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 188312 members 
Mstep: Class 13 contains 187173 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1873 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 18455 members 
Mstep: Class 21 contains 13191 members 
Mstep: Class 22 contains 855 members 
Mstep: Class 23 contains 44563 members 
Mstep: Class 24 contains 5817 members 
Mstep: Class 25 contains 11554 members 
Mstep: Class 26 contains 53765 members 
Mstep: Class 27 contains 26047 members 
Mstep: Class 28 contains 63350 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4894 members 
Mstep: Class 33 contains 175877 members 
Mstep: Class 34 contains 8237 members 
Mstep: Class 35 contains 42297 members 
Mstep: Class 36 contains 6105 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2835 members 
Mstep: Class 40 contains 2290 members 
Mstep: Class 41 contains 9798 members 
Mstep: Class 42 contains 1984 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 1725 members 
Mstep: Class 45 contains 8561 members 
Mstep: Class 46 contains 2055 members 
Mstep: Class 47 contains 11123 members 
Mstep: Class 48 contains 4697 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 4935 members 
Mstep: Class 51 contains 18917 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26121 members 
Mstep: Class 55 contains 4087 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 5719 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 8298 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 743 members 
Mstep: Class 66 contains 1916 members 
Mstep: Class 67 contains 2588 members 
Mstep: Class 68 contains 11071 members 
Mstep: Class 69 contains 3997 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752952.000000 Penalty: 246150.796875
Iteration 127Q: 72 clusters Score -1.33753e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 17909 members 
Mstep: Class 3 contains 22663 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 8764 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34476 members 
Mstep: Class 8 contains 9901 members 
Mstep: Class 9 contains 10046 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 188304 members 
Mstep: Class 13 contains 187182 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18432 members 
Mstep: Class 21 contains 13203 members 
Mstep: Class 22 contains 851 members 
Mstep: Class 23 contains 44527 members 
Mstep: Class 24 contains 5817 members 
Mstep: Class 25 contains 11547 members 
Mstep: Class 26 contains 53744 members 
Mstep: Class 27 contains 26020 members 
Mstep: Class 28 contains 63168 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10400 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175865 members 
Mstep: Class 34 contains 8237 members 
Mstep: Class 35 contains 42266 members 
Mstep: Class 36 contains 6087 members 
Mstep: Class 37 contains 631 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2838 members 
Mstep: Class 40 contains 2287 members 
Mstep: Class 41 contains 9825 members 
Mstep: Class 42 contains 1985 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 1712 members 
Mstep: Class 45 contains 8556 members 
Mstep: Class 46 contains 2055 members 
Mstep: Class 47 contains 11119 members 
Mstep: Class 48 contains 4730 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 19160 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26086 members 
Mstep: Class 55 contains 4078 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 5776 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 8315 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5561 members 
Mstep: Class 65 contains 745 members 
Mstep: Class 66 contains 1959 members 
Mstep: Class 67 contains 2603 members 
Mstep: Class 68 contains 11095 members 
Mstep: Class 69 contains 3999 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752952.000000 Penalty: 246150.796875
Iteration 128Q: 72 clusters Score -1.33753e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 17901 members 
Mstep: Class 3 contains 22664 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 34474 members 
Mstep: Class 8 contains 9901 members 
Mstep: Class 9 contains 10036 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188313 members 
Mstep: Class 13 contains 187193 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 18415 members 
Mstep: Class 21 contains 13213 members 
Mstep: Class 22 contains 847 members 
Mstep: Class 23 contains 44494 members 
Mstep: Class 24 contains 5817 members 
Mstep: Class 25 contains 11537 members 
Mstep: Class 26 contains 53699 members 
Mstep: Class 27 contains 26002 members 
Mstep: Class 28 contains 62992 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175856 members 
Mstep: Class 34 contains 8240 members 
Mstep: Class 35 contains 42236 members 
Mstep: Class 36 contains 6067 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2839 members 
Mstep: Class 40 contains 2283 members 
Mstep: Class 41 contains 9851 members 
Mstep: Class 42 contains 1985 members 
Mstep: Class 43 contains 569 members 
Mstep: Class 44 contains 1699 members 
Mstep: Class 45 contains 8556 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 11116 members 
Mstep: Class 48 contains 4766 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 4936 members 
Mstep: Class 51 contains 19393 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26056 members 
Mstep: Class 55 contains 4075 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 5823 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 8328 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 1995 members 
Mstep: Class 67 contains 2618 members 
Mstep: Class 68 contains 11112 members 
Mstep: Class 69 contains 3999 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753144.000000 Penalty: 246150.796875
Iteration 129Q: 72 clusters Score -1.337531e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 17893 members 
Mstep: Class 3 contains 22658 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 8764 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34476 members 
Mstep: Class 8 contains 9904 members 
Mstep: Class 9 contains 10025 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 188325 members 
Mstep: Class 13 contains 187194 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 1876 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 18389 members 
Mstep: Class 21 contains 13213 members 
Mstep: Class 22 contains 845 members 
Mstep: Class 23 contains 44448 members 
Mstep: Class 24 contains 5817 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 53678 members 
Mstep: Class 27 contains 25973 members 
Mstep: Class 28 contains 62832 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175855 members 
Mstep: Class 34 contains 8239 members 
Mstep: Class 35 contains 42209 members 
Mstep: Class 36 contains 6053 members 
Mstep: Class 37 contains 627 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2841 members 
Mstep: Class 40 contains 2283 members 
Mstep: Class 41 contains 9876 members 
Mstep: Class 42 contains 1985 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 8550 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 11114 members 
Mstep: Class 48 contains 4796 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4937 members 
Mstep: Class 51 contains 19628 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26032 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 5862 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 8340 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 748 members 
Mstep: Class 66 contains 2023 members 
Mstep: Class 67 contains 2634 members 
Mstep: Class 68 contains 11127 members 
Mstep: Class 69 contains 3998 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753312.000000 Penalty: 246150.796875
Iteration 130Q: 72 clusters Score -1.337533e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 22658 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34469 members 
Mstep: Class 8 contains 9904 members 
Mstep: Class 9 contains 10017 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 188308 members 
Mstep: Class 13 contains 187199 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 1877 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18371 members 
Mstep: Class 21 contains 13218 members 
Mstep: Class 22 contains 844 members 
Mstep: Class 23 contains 44420 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 11529 members 
Mstep: Class 26 contains 53656 members 
Mstep: Class 27 contains 25961 members 
Mstep: Class 28 contains 62657 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10394 members 
Mstep: Class 32 contains 4895 members 
Mstep: Class 33 contains 175850 members 
Mstep: Class 34 contains 8237 members 
Mstep: Class 35 contains 42187 members 
Mstep: Class 36 contains 6047 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2840 members 
Mstep: Class 40 contains 2283 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 1986 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1658 members 
Mstep: Class 45 contains 8547 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 11112 members 
Mstep: Class 48 contains 4834 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4937 members 
Mstep: Class 51 contains 19872 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 26013 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 5903 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 8346 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 750 members 
Mstep: Class 66 contains 2045 members 
Mstep: Class 67 contains 2661 members 
Mstep: Class 68 contains 11136 members 
Mstep: Class 69 contains 3999 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753496.000000 Penalty: 246150.796875
Iteration 131Q: 72 clusters Score -1.337535e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 17881 members 
Mstep: Class 3 contains 22660 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34465 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 10001 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 188308 members 
Mstep: Class 13 contains 187185 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 1878 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18331 members 
Mstep: Class 21 contains 13235 members 
Mstep: Class 22 contains 843 members 
Mstep: Class 23 contains 44389 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 11528 members 
Mstep: Class 26 contains 53623 members 
Mstep: Class 27 contains 25956 members 
Mstep: Class 28 contains 62469 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4895 members 
Mstep: Class 33 contains 175851 members 
Mstep: Class 34 contains 8233 members 
Mstep: Class 35 contains 42172 members 
Mstep: Class 36 contains 6040 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2840 members 
Mstep: Class 40 contains 2283 members 
Mstep: Class 41 contains 9901 members 
Mstep: Class 42 contains 1986 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1642 members 
Mstep: Class 45 contains 8550 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 11111 members 
Mstep: Class 48 contains 4882 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4937 members 
Mstep: Class 51 contains 20125 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25992 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 5933 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 8352 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 751 members 
Mstep: Class 66 contains 2070 members 
Mstep: Class 67 contains 2676 members 
Mstep: Class 68 contains 11142 members 
Mstep: Class 69 contains 3999 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753592.000000 Penalty: 246150.796875
Iteration 132Q: 72 clusters Score -1.337536e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 17881 members 
Mstep: Class 3 contains 22655 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34458 members 
Mstep: Class 8 contains 9909 members 
Mstep: Class 9 contains 9993 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 188303 members 
Mstep: Class 13 contains 187180 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1879 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18311 members 
Mstep: Class 21 contains 13243 members 
Mstep: Class 22 contains 843 members 
Mstep: Class 23 contains 44377 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 11526 members 
Mstep: Class 26 contains 53585 members 
Mstep: Class 27 contains 25951 members 
Mstep: Class 28 contains 62280 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10394 members 
Mstep: Class 32 contains 4895 members 
Mstep: Class 33 contains 175848 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 42159 members 
Mstep: Class 36 contains 6036 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2840 members 
Mstep: Class 40 contains 2282 members 
Mstep: Class 41 contains 9897 members 
Mstep: Class 42 contains 1987 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1632 members 
Mstep: Class 45 contains 8547 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 11110 members 
Mstep: Class 48 contains 4912 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4938 members 
Mstep: Class 51 contains 20387 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25978 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 5961 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 8361 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 752 members 
Mstep: Class 66 contains 2085 members 
Mstep: Class 67 contains 2688 members 
Mstep: Class 68 contains 11153 members 
Mstep: Class 69 contains 3999 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753888.000000 Penalty: 246150.796875
Iteration 133Q: 72 clusters Score -1.337539e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 17881 members 
Mstep: Class 3 contains 22656 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34454 members 
Mstep: Class 8 contains 9910 members 
Mstep: Class 9 contains 9990 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 188310 members 
Mstep: Class 13 contains 187175 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 1880 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 5388 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 18279 members 
Mstep: Class 21 contains 13242 members 
Mstep: Class 22 contains 843 members 
Mstep: Class 23 contains 44362 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 11527 members 
Mstep: Class 26 contains 53556 members 
Mstep: Class 27 contains 25952 members 
Mstep: Class 28 contains 62084 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4894 members 
Mstep: Class 33 contains 175839 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 42134 members 
Mstep: Class 36 contains 6028 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2840 members 
Mstep: Class 40 contains 2282 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 1989 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1621 members 
Mstep: Class 45 contains 8546 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 11110 members 
Mstep: Class 48 contains 4942 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 20644 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25966 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 5994 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 8368 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 753 members 
Mstep: Class 66 contains 2101 members 
Mstep: Class 67 contains 2700 members 
Mstep: Class 68 contains 11164 members 
Mstep: Class 69 contains 3999 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753872.000000 Penalty: 246150.796875
Iteration 134Q: 72 clusters Score -1.337539e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 17883 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34453 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 9985 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 5634 members 
Mstep: Class 12 contains 188318 members 
Mstep: Class 13 contains 187163 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 1881 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18232 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 44339 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11527 members 
Mstep: Class 26 contains 53518 members 
Mstep: Class 27 contains 25949 members 
Mstep: Class 28 contains 61883 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10394 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 175842 members 
Mstep: Class 34 contains 8231 members 
Mstep: Class 35 contains 42117 members 
Mstep: Class 36 contains 6021 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2840 members 
Mstep: Class 40 contains 2282 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 1989 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1611 members 
Mstep: Class 45 contains 8545 members 
Mstep: Class 46 contains 2055 members 
Mstep: Class 47 contains 11110 members 
Mstep: Class 48 contains 4984 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 20925 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25957 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6023 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 8370 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 753 members 
Mstep: Class 66 contains 2115 members 
Mstep: Class 67 contains 2711 members 
Mstep: Class 68 contains 11173 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753960.000000 Penalty: 246150.796875
Iteration 135Q: 72 clusters Score -1.33754e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 17886 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 34453 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9980 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 188333 members 
Mstep: Class 13 contains 187160 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18201 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 44324 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11534 members 
Mstep: Class 26 contains 53484 members 
Mstep: Class 27 contains 25946 members 
Mstep: Class 28 contains 61657 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 175837 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 42092 members 
Mstep: Class 36 contains 6012 members 
Mstep: Class 37 contains 627 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2841 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 1989 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 8544 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11108 members 
Mstep: Class 48 contains 5024 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 21211 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25949 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6043 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3298 members 
Mstep: Class 61 contains 8372 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 753 members 
Mstep: Class 66 contains 2130 members 
Mstep: Class 67 contains 2717 members 
Mstep: Class 68 contains 11181 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753984.000000 Penalty: 246150.796875
Iteration 136Q: 72 clusters Score -1.33754e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 22644 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 34444 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 9978 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 188347 members 
Mstep: Class 13 contains 187161 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18155 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 44299 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 53458 members 
Mstep: Class 27 contains 25942 members 
Mstep: Class 28 contains 61463 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10386 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 175833 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 42067 members 
Mstep: Class 36 contains 6013 members 
Mstep: Class 37 contains 627 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2842 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 1989 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1600 members 
Mstep: Class 45 contains 8541 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11107 members 
Mstep: Class 48 contains 5057 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4941 members 
Mstep: Class 51 contains 21459 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25939 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6062 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 8377 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 753 members 
Mstep: Class 66 contains 2144 members 
Mstep: Class 67 contains 2722 members 
Mstep: Class 68 contains 11191 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753952.000000 Penalty: 246150.796875
Iteration 137Q: 72 clusters Score -1.33754e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 17888 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 8764 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 34443 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 9976 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 188347 members 
Mstep: Class 13 contains 187168 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18117 members 
Mstep: Class 21 contains 13254 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44272 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 53422 members 
Mstep: Class 27 contains 25934 members 
Mstep: Class 28 contains 61284 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10385 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 175829 members 
Mstep: Class 34 contains 8230 members 
Mstep: Class 35 contains 42054 members 
Mstep: Class 36 contains 6016 members 
Mstep: Class 37 contains 627 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2844 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9888 members 
Mstep: Class 42 contains 1991 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1594 members 
Mstep: Class 45 contains 8538 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11106 members 
Mstep: Class 48 contains 5086 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4941 members 
Mstep: Class 51 contains 21703 members 
Mstep: Class 52 contains 458 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25925 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6081 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 8379 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 753 members 
Mstep: Class 66 contains 2153 members 
Mstep: Class 67 contains 2729 members 
Mstep: Class 68 contains 11198 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753992.000000 Penalty: 246150.796875
Iteration 138Q: 72 clusters Score -1.33754e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 17885 members 
Mstep: Class 3 contains 22640 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 34441 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 188348 members 
Mstep: Class 13 contains 187169 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18098 members 
Mstep: Class 21 contains 13259 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44236 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 11539 members 
Mstep: Class 26 contains 53393 members 
Mstep: Class 27 contains 25919 members 
Mstep: Class 28 contains 61105 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10385 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 175823 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 42052 members 
Mstep: Class 36 contains 6013 members 
Mstep: Class 37 contains 627 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2845 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9888 members 
Mstep: Class 42 contains 1993 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 8537 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11104 members 
Mstep: Class 48 contains 5108 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 21952 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25909 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6107 members 
Mstep: Class 58 contains 1907 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 8380 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 753 members 
Mstep: Class 66 contains 2160 members 
Mstep: Class 67 contains 2731 members 
Mstep: Class 68 contains 11201 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753872.000000 Penalty: 246150.796875
Iteration 139Q: 72 clusters Score -1.337539e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 17885 members 
Mstep: Class 3 contains 22641 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 34442 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 9971 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 188348 members 
Mstep: Class 13 contains 187166 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18085 members 
Mstep: Class 21 contains 13255 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44209 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 11542 members 
Mstep: Class 26 contains 53346 members 
Mstep: Class 27 contains 25915 members 
Mstep: Class 28 contains 60932 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10385 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 175818 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 42053 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 627 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2845 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1994 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 8538 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11103 members 
Mstep: Class 48 contains 5126 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 22192 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25892 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6127 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 8382 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 753 members 
Mstep: Class 66 contains 2161 members 
Mstep: Class 67 contains 2733 members 
Mstep: Class 68 contains 11201 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753904.000000 Penalty: 246150.796875
Iteration 140F: 72 clusters Score -1.337539e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 17882 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 34439 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 188339 members 
Mstep: Class 13 contains 187165 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18056 members 
Mstep: Class 21 contains 13254 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44189 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 53312 members 
Mstep: Class 27 contains 25914 members 
Mstep: Class 28 contains 60741 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10388 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 175814 members 
Mstep: Class 34 contains 8227 members 
Mstep: Class 35 contains 42052 members 
Mstep: Class 36 contains 6006 members 
Mstep: Class 37 contains 620 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2845 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 1995 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1594 members 
Mstep: Class 45 contains 8536 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11102 members 
Mstep: Class 48 contains 5154 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 22441 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25878 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6144 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 8384 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 753 members 
Mstep: Class 66 contains 2178 members 
Mstep: Class 67 contains 2735 members 
Mstep: Class 68 contains 11205 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753680.000000 Penalty: 246150.796875
Iteration 141Q: 72 clusters Score -1.337537e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 17880 members 
Mstep: Class 3 contains 22642 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 34436 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 9965 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 188339 members 
Mstep: Class 13 contains 187168 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18037 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44158 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 53274 members 
Mstep: Class 27 contains 25912 members 
Mstep: Class 28 contains 60538 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 175810 members 
Mstep: Class 34 contains 8225 members 
Mstep: Class 35 contains 42047 members 
Mstep: Class 36 contains 6005 members 
Mstep: Class 37 contains 619 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2846 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 1997 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1593 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11102 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 22699 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25868 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6157 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 8385 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5558 members 
Mstep: Class 65 contains 752 members 
Mstep: Class 66 contains 2197 members 
Mstep: Class 67 contains 2738 members 
Mstep: Class 68 contains 11207 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753864.000000 Penalty: 246150.796875
Iteration 142Q: 72 clusters Score -1.337539e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 17882 members 
Mstep: Class 3 contains 22641 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34433 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 9964 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 188323 members 
Mstep: Class 13 contains 187166 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 18027 members 
Mstep: Class 21 contains 13252 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44146 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11542 members 
Mstep: Class 26 contains 53246 members 
Mstep: Class 27 contains 25903 members 
Mstep: Class 28 contains 60360 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 4894 members 
Mstep: Class 33 contains 175811 members 
Mstep: Class 34 contains 8224 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 620 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2847 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 1999 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1586 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11102 members 
Mstep: Class 48 contains 5189 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 22949 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25856 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6172 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 8385 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 754 members 
Mstep: Class 66 contains 2215 members 
Mstep: Class 67 contains 2745 members 
Mstep: Class 68 contains 11210 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754112.000000 Penalty: 246150.796875
Iteration 143Q: 72 clusters Score -1.337541e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 17880 members 
Mstep: Class 3 contains 22641 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34428 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 9964 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 188322 members 
Mstep: Class 13 contains 187163 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 18024 members 
Mstep: Class 21 contains 13252 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44132 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 53212 members 
Mstep: Class 27 contains 25900 members 
Mstep: Class 28 contains 60199 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4895 members 
Mstep: Class 33 contains 175805 members 
Mstep: Class 34 contains 8222 members 
Mstep: Class 35 contains 42037 members 
Mstep: Class 36 contains 6000 members 
Mstep: Class 37 contains 621 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2847 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1579 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11102 members 
Mstep: Class 48 contains 5200 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 23167 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25842 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6187 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 8385 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5560 members 
Mstep: Class 65 contains 754 members 
Mstep: Class 66 contains 2231 members 
Mstep: Class 67 contains 2752 members 
Mstep: Class 68 contains 11210 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754192.000000 Penalty: 246150.796875
Iteration 144Q: 72 clusters Score -1.337542e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 17880 members 
Mstep: Class 3 contains 22637 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34423 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 9964 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 188310 members 
Mstep: Class 13 contains 187165 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 18016 members 
Mstep: Class 21 contains 13250 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44116 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 53188 members 
Mstep: Class 27 contains 25893 members 
Mstep: Class 28 contains 60043 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4895 members 
Mstep: Class 33 contains 175798 members 
Mstep: Class 34 contains 8219 members 
Mstep: Class 35 contains 42040 members 
Mstep: Class 36 contains 6002 members 
Mstep: Class 37 contains 621 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2847 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1575 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11102 members 
Mstep: Class 48 contains 5211 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 23389 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25828 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6197 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3302 members 
Mstep: Class 61 contains 8387 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5560 members 
Mstep: Class 65 contains 754 members 
Mstep: Class 66 contains 2242 members 
Mstep: Class 67 contains 2757 members 
Mstep: Class 68 contains 11211 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754192.000000 Penalty: 246150.796875
Iteration 145Q: 72 clusters Score -1.337542e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 17881 members 
Mstep: Class 3 contains 22633 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34423 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9962 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 188297 members 
Mstep: Class 13 contains 187162 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 17998 members 
Mstep: Class 21 contains 13252 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44099 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 53174 members 
Mstep: Class 27 contains 25882 members 
Mstep: Class 28 contains 59882 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175790 members 
Mstep: Class 34 contains 8217 members 
Mstep: Class 35 contains 42047 members 
Mstep: Class 36 contains 6002 members 
Mstep: Class 37 contains 621 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2847 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1572 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11102 members 
Mstep: Class 48 contains 5224 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 23614 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25807 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6208 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 8392 members 
Mstep: Class 62 contains 859 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5560 members 
Mstep: Class 65 contains 754 members 
Mstep: Class 66 contains 2254 members 
Mstep: Class 67 contains 2761 members 
Mstep: Class 68 contains 11214 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754392.000000 Penalty: 246150.796875
Iteration 146Q: 72 clusters Score -1.337544e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 17883 members 
Mstep: Class 3 contains 22627 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34419 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 9961 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 188285 members 
Mstep: Class 13 contains 187160 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 17998 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44076 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11547 members 
Mstep: Class 26 contains 53150 members 
Mstep: Class 27 contains 25885 members 
Mstep: Class 28 contains 59721 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10394 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175790 members 
Mstep: Class 34 contains 8211 members 
Mstep: Class 35 contains 42056 members 
Mstep: Class 36 contains 5997 members 
Mstep: Class 37 contains 621 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1565 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11102 members 
Mstep: Class 48 contains 5229 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 23832 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25790 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6225 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8398 members 
Mstep: Class 62 contains 858 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 755 members 
Mstep: Class 66 contains 2264 members 
Mstep: Class 67 contains 2768 members 
Mstep: Class 68 contains 11214 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 407 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754128.000000 Penalty: 246150.796875
Iteration 147Q: 72 clusters Score -1.337541e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 17882 members 
Mstep: Class 3 contains 22609 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34413 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 9958 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 188273 members 
Mstep: Class 13 contains 187161 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5388 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 17997 members 
Mstep: Class 21 contains 13256 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44060 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11546 members 
Mstep: Class 26 contains 53105 members 
Mstep: Class 27 contains 25882 members 
Mstep: Class 28 contains 59546 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175790 members 
Mstep: Class 34 contains 8209 members 
Mstep: Class 35 contains 42066 members 
Mstep: Class 36 contains 5995 members 
Mstep: Class 37 contains 621 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1560 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11102 members 
Mstep: Class 48 contains 5237 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 24083 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25778 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6249 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8400 members 
Mstep: Class 62 contains 857 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 754 members 
Mstep: Class 66 contains 2275 members 
Mstep: Class 67 contains 2774 members 
Mstep: Class 68 contains 11214 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754544.000000 Penalty: 246150.796875
Iteration 148Q: 72 clusters Score -1.337545e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 17880 members 
Mstep: Class 3 contains 22596 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34412 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9955 members 
Mstep: Class 10 contains 4959 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 188253 members 
Mstep: Class 13 contains 187147 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 17990 members 
Mstep: Class 21 contains 13259 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44040 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 53083 members 
Mstep: Class 27 contains 25875 members 
Mstep: Class 28 contains 59370 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175788 members 
Mstep: Class 34 contains 8207 members 
Mstep: Class 35 contains 42076 members 
Mstep: Class 36 contains 5993 members 
Mstep: Class 37 contains 621 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1555 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11103 members 
Mstep: Class 48 contains 5243 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 24346 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25770 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6267 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8402 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 754 members 
Mstep: Class 66 contains 2286 members 
Mstep: Class 67 contains 2780 members 
Mstep: Class 68 contains 11213 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754592.000000 Penalty: 246150.796875
Iteration 149Q: 72 clusters Score -1.337546e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 17880 members 
Mstep: Class 3 contains 22574 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 34412 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 9953 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 188242 members 
Mstep: Class 13 contains 187134 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 17977 members 
Mstep: Class 21 contains 13267 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 44018 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 53045 members 
Mstep: Class 27 contains 25865 members 
Mstep: Class 28 contains 59184 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175782 members 
Mstep: Class 34 contains 8205 members 
Mstep: Class 35 contains 42082 members 
Mstep: Class 36 contains 5995 members 
Mstep: Class 37 contains 621 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1554 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11103 members 
Mstep: Class 48 contains 5255 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 24622 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25761 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6288 members 
Mstep: Class 58 contains 1904 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8402 members 
Mstep: Class 62 contains 855 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 755 members 
Mstep: Class 66 contains 2303 members 
Mstep: Class 67 contains 2782 members 
Mstep: Class 68 contains 11212 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754312.000000 Penalty: 246150.796875
Iteration 150Q: 72 clusters Score -1.337543e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 17881 members 
Mstep: Class 3 contains 22551 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2398 members 
Mstep: Class 7 contains 34412 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9951 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 188228 members 
Mstep: Class 13 contains 187128 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 17967 members 
Mstep: Class 21 contains 13266 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 43993 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 53001 members 
Mstep: Class 27 contains 25860 members 
Mstep: Class 28 contains 58976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175780 members 
Mstep: Class 34 contains 8204 members 
Mstep: Class 35 contains 42081 members 
Mstep: Class 36 contains 5993 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 1996 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1551 members 
Mstep: Class 45 contains 8536 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11103 members 
Mstep: Class 48 contains 5264 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 24937 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25754 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6307 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8407 members 
Mstep: Class 62 contains 853 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 757 members 
Mstep: Class 66 contains 2323 members 
Mstep: Class 67 contains 2783 members 
Mstep: Class 68 contains 11212 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754464.000000 Penalty: 246150.796875
Iteration 151Q: 72 clusters Score -1.337545e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 17883 members 
Mstep: Class 3 contains 22524 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 8764 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 34416 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 188216 members 
Mstep: Class 13 contains 187114 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 17959 members 
Mstep: Class 21 contains 13265 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43961 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 52942 members 
Mstep: Class 27 contains 25849 members 
Mstep: Class 28 contains 58775 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175778 members 
Mstep: Class 34 contains 8203 members 
Mstep: Class 35 contains 42077 members 
Mstep: Class 36 contains 5990 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 1996 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11102 members 
Mstep: Class 48 contains 5280 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 25279 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25746 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6319 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8408 members 
Mstep: Class 62 contains 854 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 757 members 
Mstep: Class 66 contains 2345 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11212 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754480.000000 Penalty: 246150.796875
Iteration 152Q: 72 clusters Score -1.337545e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 17882 members 
Mstep: Class 3 contains 22489 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34419 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 9940 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 188208 members 
Mstep: Class 13 contains 187100 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 17941 members 
Mstep: Class 21 contains 13267 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43944 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 52881 members 
Mstep: Class 27 contains 25840 members 
Mstep: Class 28 contains 58533 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175768 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42075 members 
Mstep: Class 36 contains 5990 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9886 members 
Mstep: Class 42 contains 1995 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11101 members 
Mstep: Class 48 contains 5296 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 25681 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25738 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6326 members 
Mstep: Class 58 contains 1904 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8408 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 757 members 
Mstep: Class 66 contains 2370 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11212 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754520.000000 Penalty: 246150.796875
Iteration 153Q: 72 clusters Score -1.337545e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 17884 members 
Mstep: Class 3 contains 22466 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34419 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 9938 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 188195 members 
Mstep: Class 13 contains 187089 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 17934 members 
Mstep: Class 21 contains 13266 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43931 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 52804 members 
Mstep: Class 27 contains 25827 members 
Mstep: Class 28 contains 58293 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175763 members 
Mstep: Class 34 contains 8201 members 
Mstep: Class 35 contains 42069 members 
Mstep: Class 36 contains 5989 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9884 members 
Mstep: Class 42 contains 1996 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11101 members 
Mstep: Class 48 contains 5304 members 
Mstep: Class 49 contains 331 members 
Mstep: Class 50 contains 4940 members 
Mstep: Class 51 contains 26059 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25732 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6336 members 
Mstep: Class 58 contains 1902 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8408 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 757 members 
Mstep: Class 66 contains 2392 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11212 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754320.000000 Penalty: 246150.796875
Iteration 154Q: 72 clusters Score -1.337543e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 17884 members 
Mstep: Class 3 contains 22436 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34421 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 9939 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 5634 members 
Mstep: Class 12 contains 188169 members 
Mstep: Class 13 contains 187087 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43906 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 52719 members 
Mstep: Class 27 contains 25820 members 
Mstep: Class 28 contains 58050 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175762 members 
Mstep: Class 34 contains 8202 members 
Mstep: Class 35 contains 42056 members 
Mstep: Class 36 contains 5989 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9884 members 
Mstep: Class 42 contains 1996 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11099 members 
Mstep: Class 48 contains 5314 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 26466 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25724 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6347 members 
Mstep: Class 58 contains 1900 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8408 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 757 members 
Mstep: Class 66 contains 2420 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11212 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754416.000000 Penalty: 246150.796875
Iteration 155Q: 72 clusters Score -1.337544e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 17885 members 
Mstep: Class 3 contains 22415 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34413 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 9936 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188142 members 
Mstep: Class 13 contains 187087 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 17914 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43883 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 52654 members 
Mstep: Class 27 contains 25806 members 
Mstep: Class 28 contains 57783 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175752 members 
Mstep: Class 34 contains 8202 members 
Mstep: Class 35 contains 42052 members 
Mstep: Class 36 contains 5988 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9886 members 
Mstep: Class 42 contains 1996 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11098 members 
Mstep: Class 48 contains 5317 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 26879 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25719 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6362 members 
Mstep: Class 58 contains 1897 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8408 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2442 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11213 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754448.000000 Penalty: 246150.796875
Iteration 156Q: 72 clusters Score -1.337544e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 17886 members 
Mstep: Class 3 contains 22383 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34400 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 9931 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188116 members 
Mstep: Class 13 contains 187082 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17905 members 
Mstep: Class 21 contains 13272 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43866 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 52620 members 
Mstep: Class 27 contains 25800 members 
Mstep: Class 28 contains 57530 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10400 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175740 members 
Mstep: Class 34 contains 8201 members 
Mstep: Class 35 contains 42050 members 
Mstep: Class 36 contains 5986 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9888 members 
Mstep: Class 42 contains 1997 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5316 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 27280 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25713 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6373 members 
Mstep: Class 58 contains 1896 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8408 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2461 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11214 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754552.000000 Penalty: 246150.796875
Iteration 157Q: 72 clusters Score -1.337546e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 22345 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 8764 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34394 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188097 members 
Mstep: Class 13 contains 187079 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 17888 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43855 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 52587 members 
Mstep: Class 27 contains 25787 members 
Mstep: Class 28 contains 57245 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175729 members 
Mstep: Class 34 contains 8201 members 
Mstep: Class 35 contains 42048 members 
Mstep: Class 36 contains 5985 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5318 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 27702 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25712 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6378 members 
Mstep: Class 58 contains 1896 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8408 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2487 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11215 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754656.000000 Penalty: 246150.796875
Iteration 158Q: 72 clusters Score -1.337547e+08 nChanged 698
Entering ConstructFrom: 
Score: -133754656.000000 Penalty: 246150.796875
Entering ConstructFrom: 
Trying to split cluster 1 (14953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Entering Unmasked Estep 
Score: -1744448.750000 Penalty: 2383.941406
	Iteration 0F: 2 clusters Score -1744449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1733654.500000 Penalty: 4767.882812
	Iteration 0F: 3 clusters Score -1733654 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1737040.625000 Penalty: 4767.882812
	Iteration 1F: 3 clusters Score -1737041 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1737424.500000 Penalty: 4767.882812
	Iteration 2F: 3 clusters Score -1737424 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1737718.500000 Penalty: 4767.882812
	Iteration 3Q: 3 clusters Score -1737718 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1737993.000000 Penalty: 4767.882812
	Iteration 4Q: 3 clusters Score -1737993 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1738261.500000 Penalty: 4767.882812
	Iteration 5Q: 3 clusters Score -1738262 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1738598.750000 Penalty: 4767.882812
	Iteration 6Q: 3 clusters Score -1738599 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1739002.000000 Penalty: 4767.882812
	Iteration 7Q: 3 clusters Score -1739002 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1739476.750000 Penalty: 4767.882812
	Iteration 8Q: 3 clusters Score -1739477 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1740124.125000 Penalty: 4767.882812
	Iteration 9F: 3 clusters Score -1740124 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1740893.750000 Penalty: 4767.882812
	Iteration 10F: 3 clusters Score -1740894 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1741586.500000 Penalty: 4767.882812
	Iteration 11F: 3 clusters Score -1741586 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1742029.750000 Penalty: 4767.882812
	Iteration 12Q: 3 clusters Score -1742030 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1742312.250000 Penalty: 4767.882812
	Iteration 13Q: 3 clusters Score -1742312 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1742493.000000 Penalty: 4767.882812
	Iteration 14Q: 3 clusters Score -1742493 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1742600.250000 Penalty: 4767.882812
	Iteration 15Q: 3 clusters Score -1742600 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1742702.000000 Penalty: 4767.882812
	Iteration 16Q: 3 clusters Score -1742702 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1742763.625000 Penalty: 4767.882812
	Iteration 17Q: 3 clusters Score -1742764 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1742797.000000 Penalty: 4767.882812
	Iteration 18Q: 3 clusters Score -1742797 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1742810.750000 Penalty: 4767.882812
	Iteration 19Q: 3 clusters Score -1742811 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1742836.750000 Penalty: 4767.882812
	Iteration 20F: 3 clusters Score -1742837 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1742845.500000 Penalty: 4767.882812
	Iteration 21Q: 3 clusters Score -1742846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1742854.875000 Penalty: 4767.882812
	Iteration 22Q: 3 clusters Score -1742855 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1742863.375000 Penalty: 4767.882812
	Iteration 23Q: 3 clusters Score -1742863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1742877.250000 Penalty: 4767.882812
	Iteration 24Q: 3 clusters Score -1742877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1742888.000000 Penalty: 4767.882812
	Iteration 25Q: 3 clusters Score -1742888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1742896.625000 Penalty: 4767.882812
	Iteration 26Q: 3 clusters Score -1742897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1742905.250000 Penalty: 4767.882812
	Iteration 27Q: 3 clusters Score -1742905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1742912.125000 Penalty: 4767.882812
	Iteration 28Q: 3 clusters Score -1742912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1742919.000000 Penalty: 4767.882812
	Iteration 29Q: 3 clusters Score -1742919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1742929.000000 Penalty: 4767.882812
	Iteration 30Q: 3 clusters Score -1742929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1742934.750000 Penalty: 4767.882812
	Iteration 31Q: 3 clusters Score -1742935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1742944.625000 Penalty: 4767.882812
	Iteration 32Q: 3 clusters Score -1742945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1742957.750000 Penalty: 4767.882812
	Iteration 33Q: 3 clusters Score -1742958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1742967.875000 Penalty: 4767.882812
	Iteration 34Q: 3 clusters Score -1742968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1742974.625000 Penalty: 4767.882812
	Iteration 35Q: 3 clusters Score -1742975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1742983.125000 Penalty: 4767.882812
	Iteration 36Q: 3 clusters Score -1742983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1742986.375000 Penalty: 4767.882812
	Iteration 37Q: 3 clusters Score -1742986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1742986.875000 Penalty: 4767.882812
	Iteration 38Q: 3 clusters Score -1742987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1742997.125000 Penalty: 4767.882812
	Iteration 39Q: 3 clusters Score -1742997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1742999.250000 Penalty: 4767.882812
	Iteration 40F: 3 clusters Score -1742999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1743003.750000 Penalty: 4767.882812
	Iteration 41Q: 3 clusters Score -1743004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1743004.500000 Penalty: 4767.882812
	Iteration 42Q: 3 clusters Score -1743004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1743017.375000 Penalty: 4767.882812
	Iteration 43Q: 3 clusters Score -1743017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1743032.875000 Penalty: 4767.882812
	Iteration 44Q: 3 clusters Score -1743033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1743043.375000 Penalty: 4767.882812
	Iteration 45Q: 3 clusters Score -1743043 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1743051.500000 Penalty: 4767.882812
	Iteration 46Q: 3 clusters Score -1743052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1743060.750000 Penalty: 4767.882812
	Iteration 47Q: 3 clusters Score -1743061 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1743079.625000 Penalty: 4767.882812
	Iteration 48Q: 3 clusters Score -1743080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1743108.375000 Penalty: 4767.882812
	Iteration 49Q: 3 clusters Score -1743108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1743118.375000 Penalty: 4767.882812
	Iteration 50Q: 3 clusters Score -1743118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1743140.500000 Penalty: 4767.882812
	Iteration 51Q: 3 clusters Score -1743140 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1743175.250000 Penalty: 4767.882812
	Iteration 52Q: 3 clusters Score -1743175 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1743206.250000 Penalty: 4767.882812
	Iteration 53Q: 3 clusters Score -1743206 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1743232.250000 Penalty: 4767.882812
	Iteration 54Q: 3 clusters Score -1743232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1743267.625000 Penalty: 4767.882812
	Iteration 55Q: 3 clusters Score -1743268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1743313.125000 Penalty: 4767.882812
	Iteration 56Q: 3 clusters Score -1743313 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1743385.125000 Penalty: 4767.882812
	Iteration 57Q: 3 clusters Score -1743385 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1743501.125000 Penalty: 4767.882812
	Iteration 58Q: 3 clusters Score -1743501 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1743608.250000 Penalty: 4767.882812
	Iteration 59Q: 3 clusters Score -1743608 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1743699.250000 Penalty: 4767.882812
	Iteration 60F: 3 clusters Score -1743699 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1743774.500000 Penalty: 4767.882812
	Iteration 61Q: 3 clusters Score -1743774 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1743827.250000 Penalty: 4767.882812
	Iteration 62Q: 3 clusters Score -1743827 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1743854.000000 Penalty: 4767.882812
	Iteration 63Q: 3 clusters Score -1743854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1743873.375000 Penalty: 4767.882812
	Iteration 64Q: 3 clusters Score -1743873 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1743882.125000 Penalty: 4767.882812
	Iteration 65Q: 3 clusters Score -1743882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1743896.375000 Penalty: 4767.882812
	Iteration 66Q: 3 clusters Score -1743896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1743895.875000 Penalty: 4767.882812
	Iteration 67Q: 3 clusters Score -1743896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1743906.625000 Penalty: 4767.882812
	Iteration 68Q: 3 clusters Score -1743907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1743907.500000 Penalty: 4767.882812
	Iteration 69Q: 3 clusters Score -1743908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1743911.375000 Penalty: 4767.882812
	Iteration 70Q: 3 clusters Score -1743911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1743913.875000 Penalty: 4767.882812
	Iteration 71Q: 3 clusters Score -1743914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1743909.625000 Penalty: 4767.882812
	Iteration 72Q: 3 clusters Score -1743910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1743911.500000 Penalty: 4767.882812
	Iteration 73Q: 3 clusters Score -1743912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1743912.875000 Penalty: 4767.882812
	Iteration 74Q: 3 clusters Score -1743913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1743912.750000 Penalty: 4767.882812
	Iteration 75Q: 3 clusters Score -1743913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1743912.750000 Penalty: 4767.882812
	Iteration 76F: 3 clusters Score -1743913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Entering Unmasked Estep 
Score: -2114664.500000 Penalty: 2428.401611
	Iteration 0F: 2 clusters Score -2114664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2101948.000000 Penalty: 4856.803223
	Iteration 0F: 3 clusters Score -2101948 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2106116.750000 Penalty: 4856.803223
	Iteration 1F: 3 clusters Score -2106117 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2106607.750000 Penalty: 4856.803223
	Iteration 2F: 3 clusters Score -2106608 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2107060.250000 Penalty: 4856.803223
	Iteration 3F: 3 clusters Score -2107060 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2107525.750000 Penalty: 4856.803223
	Iteration 4F: 3 clusters Score -2107526 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2108112.250000 Penalty: 4856.803223
	Iteration 5F: 3 clusters Score -2108112 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2108811.500000 Penalty: 4856.803223
	Iteration 6F: 3 clusters Score -2108812 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2109567.750000 Penalty: 4856.803223
	Iteration 7F: 3 clusters Score -2109568 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2110299.750000 Penalty: 4856.803223
	Iteration 8F: 3 clusters Score -2110300 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2110900.000000 Penalty: 4856.803223
	Iteration 9F: 3 clusters Score -2110900 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2111359.750000 Penalty: 4856.803223
	Iteration 10Q: 3 clusters Score -2111360 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2111683.000000 Penalty: 4856.803223
	Iteration 11Q: 3 clusters Score -2111683 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2111939.000000 Penalty: 4856.803223
	Iteration 12Q: 3 clusters Score -2111939 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2112135.000000 Penalty: 4856.803223
	Iteration 13Q: 3 clusters Score -2112135 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2112288.500000 Penalty: 4856.803223
	Iteration 14Q: 3 clusters Score -2112288 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2112378.000000 Penalty: 4856.803223
	Iteration 15Q: 3 clusters Score -2112378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2112445.750000 Penalty: 4856.803223
	Iteration 16Q: 3 clusters Score -2112446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2112486.750000 Penalty: 4856.803223
	Iteration 17Q: 3 clusters Score -2112487 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2112518.500000 Penalty: 4856.803223
	Iteration 18Q: 3 clusters Score -2112518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2112549.750000 Penalty: 4856.803223
	Iteration 19Q: 3 clusters Score -2112550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2112575.750000 Penalty: 4856.803223
	Iteration 20F: 3 clusters Score -2112576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2112587.750000 Penalty: 4856.803223
	Iteration 21Q: 3 clusters Score -2112588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2112599.250000 Penalty: 4856.803223
	Iteration 22Q: 3 clusters Score -2112599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2112610.750000 Penalty: 4856.803223
	Iteration 23Q: 3 clusters Score -2112611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2112626.500000 Penalty: 4856.803223
	Iteration 24Q: 3 clusters Score -2112626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2112636.250000 Penalty: 4856.803223
	Iteration 25Q: 3 clusters Score -2112636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2112642.750000 Penalty: 4856.803223
	Iteration 26Q: 3 clusters Score -2112643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2112654.000000 Penalty: 4856.803223
	Iteration 27Q: 3 clusters Score -2112654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2112667.750000 Penalty: 4856.803223
	Iteration 28Q: 3 clusters Score -2112668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2112671.000000 Penalty: 4856.803223
	Iteration 29Q: 3 clusters Score -2112671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2112676.750000 Penalty: 4856.803223
	Iteration 30Q: 3 clusters Score -2112677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2112680.000000 Penalty: 4856.803223
	Iteration 31Q: 3 clusters Score -2112680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2112682.500000 Penalty: 4856.803223
	Iteration 32Q: 3 clusters Score -2112682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2112688.750000 Penalty: 4856.803223
	Iteration 33Q: 3 clusters Score -2112689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2112700.750000 Penalty: 4856.803223
	Iteration 34Q: 3 clusters Score -2112701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2112709.750000 Penalty: 4856.803223
	Iteration 35Q: 3 clusters Score -2112710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2112713.500000 Penalty: 4856.803223
	Iteration 36Q: 3 clusters Score -2112714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2112718.500000 Penalty: 4856.803223
	Iteration 37Q: 3 clusters Score -2112718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2112722.750000 Penalty: 4856.803223
	Iteration 38Q: 3 clusters Score -2112723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2112724.000000 Penalty: 4856.803223
	Iteration 39Q: 3 clusters Score -2112724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2112732.500000 Penalty: 4856.803223
	Iteration 40F: 3 clusters Score -2112732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2112733.000000 Penalty: 4856.803223
	Iteration 41Q: 3 clusters Score -2112733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2112740.500000 Penalty: 4856.803223
	Iteration 42Q: 3 clusters Score -2112740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2112745.750000 Penalty: 4856.803223
	Iteration 43Q: 3 clusters Score -2112746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2112749.000000 Penalty: 4856.803223
	Iteration 44Q: 3 clusters Score -2112749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2112750.500000 Penalty: 4856.803223
	Iteration 45Q: 3 clusters Score -2112750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2112757.250000 Penalty: 4856.803223
	Iteration 46Q: 3 clusters Score -2112757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2112760.500000 Penalty: 4856.803223
	Iteration 47Q: 3 clusters Score -2112760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2112759.500000 Penalty: 4856.803223
	Iteration 48Q: 3 clusters Score -2112760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2112760.250000 Penalty: 4856.803223
	Iteration 49Q: 3 clusters Score -2112760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2112762.000000 Penalty: 4856.803223
	Iteration 50Q: 3 clusters Score -2112762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2112763.000000 Penalty: 4856.803223
	Iteration 51Q: 3 clusters Score -2112763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2112766.250000 Penalty: 4856.803223
	Iteration 52Q: 3 clusters Score -2112766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2112766.250000 Penalty: 4856.803223
	Iteration 53F: 3 clusters Score -2112766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Entering Unmasked Estep 
Score: -2632021.250000 Penalty: 2483.216553
	Iteration 0F: 2 clusters Score -2632021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2616490.750000 Penalty: 4966.433105
	Iteration 0F: 3 clusters Score -2616491 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2621787.500000 Penalty: 4966.433105
	Iteration 1F: 3 clusters Score -2621788 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2622341.000000 Penalty: 4966.433105
	Iteration 2F: 3 clusters Score -2622341 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2623001.000000 Penalty: 4966.433105
	Iteration 3F: 3 clusters Score -2623001 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2623939.500000 Penalty: 4966.433105
	Iteration 4F: 3 clusters Score -2623940 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2625215.500000 Penalty: 4966.433105
	Iteration 5F: 3 clusters Score -2625216 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2626672.500000 Penalty: 4966.433105
	Iteration 6F: 3 clusters Score -2626672 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2628062.000000 Penalty: 4966.433105
	Iteration 7F: 3 clusters Score -2628062 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2629214.250000 Penalty: 4966.433105
	Iteration 8F: 3 clusters Score -2629214 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2629938.750000 Penalty: 4966.433105
	Iteration 9Q: 3 clusters Score -2629939 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2630347.500000 Penalty: 4966.433105
	Iteration 10Q: 3 clusters Score -2630348 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2630574.500000 Penalty: 4966.433105
	Iteration 11Q: 3 clusters Score -2630574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2630686.750000 Penalty: 4966.433105
	Iteration 12Q: 3 clusters Score -2630687 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2630737.250000 Penalty: 4966.433105
	Iteration 13Q: 3 clusters Score -2630737 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2630778.250000 Penalty: 4966.433105
	Iteration 14Q: 3 clusters Score -2630778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2630820.250000 Penalty: 4966.433105
	Iteration 15Q: 3 clusters Score -2630820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2630837.250000 Penalty: 4966.433105
	Iteration 16Q: 3 clusters Score -2630837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2630845.500000 Penalty: 4966.433105
	Iteration 17Q: 3 clusters Score -2630846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2630853.250000 Penalty: 4966.433105
	Iteration 18Q: 3 clusters Score -2630853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2630869.500000 Penalty: 4966.433105
	Iteration 19Q: 3 clusters Score -2630870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2630877.000000 Penalty: 4966.433105
	Iteration 20F: 3 clusters Score -2630877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2630881.500000 Penalty: 4966.433105
	Iteration 21Q: 3 clusters Score -2630882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2630883.500000 Penalty: 4966.433105
	Iteration 22Q: 3 clusters Score -2630884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2630885.250000 Penalty: 4966.433105
	Iteration 23Q: 3 clusters Score -2630885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2630885.250000 Penalty: 4966.433105
	Iteration 24F: 3 clusters Score -2630885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -452447.250000 Penalty: 2081.741943
	Iteration 0F: 2 clusters Score -452447.2 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 2208 members 
Entering Unmasked Estep 
Score: -448304.906250 Penalty: 4163.483887
	Iteration 0F: 3 clusters Score -448304.9 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -449353.125000 Penalty: 4163.483887
	Iteration 1F: 3 clusters Score -449353.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -449590.125000 Penalty: 4163.483887
	Iteration 2F: 3 clusters Score -449590.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -449736.343750 Penalty: 4163.483887
	Iteration 3F: 3 clusters Score -449736.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -449873.000000 Penalty: 4163.483887
	Iteration 4Q: 3 clusters Score -449873 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -449997.531250 Penalty: 4163.483887
	Iteration 5Q: 3 clusters Score -449997.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -450119.312500 Penalty: 4163.483887
	Iteration 6Q: 3 clusters Score -450119.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -450227.937500 Penalty: 4163.483887
	Iteration 7Q: 3 clusters Score -450227.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -450312.406250 Penalty: 4163.483887
	Iteration 8Q: 3 clusters Score -450312.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -450404.406250 Penalty: 4163.483887
	Iteration 9Q: 3 clusters Score -450404.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -450507.937500 Penalty: 4163.483887
	Iteration 10Q: 3 clusters Score -450507.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -450581.906250 Penalty: 4163.483887
	Iteration 11Q: 3 clusters Score -450581.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -450649.468750 Penalty: 4163.483887
	Iteration 12Q: 3 clusters Score -450649.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -450691.843750 Penalty: 4163.483887
	Iteration 13Q: 3 clusters Score -450691.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -450717.312500 Penalty: 4163.483887
	Iteration 14Q: 3 clusters Score -450717.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -450738.750000 Penalty: 4163.483887
	Iteration 15Q: 3 clusters Score -450738.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -450758.218750 Penalty: 4163.483887
	Iteration 16Q: 3 clusters Score -450758.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -450770.531250 Penalty: 4163.483887
	Iteration 17Q: 3 clusters Score -450770.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -450786.812500 Penalty: 4163.483887
	Iteration 18Q: 3 clusters Score -450786.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -450800.625000 Penalty: 4163.483887
	Iteration 19Q: 3 clusters Score -450800.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -450809.906250 Penalty: 4163.483887
	Iteration 20F: 3 clusters Score -450809.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -450821.312500 Penalty: 4163.483887
	Iteration 21Q: 3 clusters Score -450821.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -450829.656250 Penalty: 4163.483887
	Iteration 22Q: 3 clusters Score -450829.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -450840.937500 Penalty: 4163.483887
	Iteration 23Q: 3 clusters Score -450840.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -450854.062500 Penalty: 4163.483887
	Iteration 24Q: 3 clusters Score -450854.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -450876.468750 Penalty: 4163.483887
	Iteration 25Q: 3 clusters Score -450876.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -450895.500000 Penalty: 4163.483887
	Iteration 26Q: 3 clusters Score -450895.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -450907.906250 Penalty: 4163.483887
	Iteration 27Q: 3 clusters Score -450907.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -450915.875000 Penalty: 4163.483887
	Iteration 28Q: 3 clusters Score -450915.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -450924.468750 Penalty: 4163.483887
	Iteration 29Q: 3 clusters Score -450924.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -450928.468750 Penalty: 4163.483887
	Iteration 30Q: 3 clusters Score -450928.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -450931.812500 Penalty: 4163.483887
	Iteration 31Q: 3 clusters Score -450931.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -450934.468750 Penalty: 4163.483887
	Iteration 32Q: 3 clusters Score -450934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -450935.375000 Penalty: 4163.483887
	Iteration 33Q: 3 clusters Score -450935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -450937.125000 Penalty: 4163.483887
	Iteration 34Q: 3 clusters Score -450937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -450937.781250 Penalty: 4163.483887
	Iteration 35Q: 3 clusters Score -450937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -450938.750000 Penalty: 4163.483887
	Iteration 36Q: 3 clusters Score -450938.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -450938.750000 Penalty: 4163.483887
	Iteration 37F: 3 clusters Score -450938.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Entering Unmasked Estep 
Score: -1002485.875000 Penalty: 2251.473389
	Iteration 0F: 2 clusters Score -1002486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -995650.437500 Penalty: 4502.946777
	Iteration 0F: 3 clusters Score -995650.4 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -997741.000000 Penalty: 4502.946777
	Iteration 1F: 3 clusters Score -997741 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -998574.312500 Penalty: 4502.946777
	Iteration 2F: 3 clusters Score -998574.3 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -999506.062500 Penalty: 4502.946777
	Iteration 3F: 3 clusters Score -999506.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1000301.750000 Penalty: 4502.946777
	Iteration 4F: 3 clusters Score -1000302 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1000853.687500 Penalty: 4502.946777
	Iteration 5F: 3 clusters Score -1000854 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1001145.687500 Penalty: 4502.946777
	Iteration 6Q: 3 clusters Score -1001146 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1001343.562500 Penalty: 4502.946777
	Iteration 7Q: 3 clusters Score -1001344 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1001498.375000 Penalty: 4502.946777
	Iteration 8Q: 3 clusters Score -1001498 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1001623.000000 Penalty: 4502.946777
	Iteration 9Q: 3 clusters Score -1001623 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1001710.562500 Penalty: 4502.946777
	Iteration 10Q: 3 clusters Score -1001711 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1001786.187500 Penalty: 4502.946777
	Iteration 11Q: 3 clusters Score -1001786 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1001848.875000 Penalty: 4502.946777
	Iteration 12Q: 3 clusters Score -1001849 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1001891.000000 Penalty: 4502.946777
	Iteration 13Q: 3 clusters Score -1001891 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1001924.562500 Penalty: 4502.946777
	Iteration 14Q: 3 clusters Score -1001925 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1001953.937500 Penalty: 4502.946777
	Iteration 15Q: 3 clusters Score -1001954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1001970.437500 Penalty: 4502.946777
	Iteration 16Q: 3 clusters Score -1001970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1001975.937500 Penalty: 4502.946777
	Iteration 17Q: 3 clusters Score -1001976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1001985.437500 Penalty: 4502.946777
	Iteration 18Q: 3 clusters Score -1001985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1001989.062500 Penalty: 4502.946777
	Iteration 19Q: 3 clusters Score -1001989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1001994.437500 Penalty: 4502.946777
	Iteration 20F: 3 clusters Score -1001994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1001994.187500 Penalty: 4502.946777
	Iteration 21Q: 3 clusters Score -1001994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1001994.187500 Penalty: 4502.946777
	Iteration 22Q: 3 clusters Score -1001994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1001999.625000 Penalty: 4502.946777
	Iteration 23Q: 3 clusters Score -1002000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1002003.312500 Penalty: 4502.946777
	Iteration 24Q: 3 clusters Score -1002003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1002005.437500 Penalty: 4502.946777
	Iteration 25Q: 3 clusters Score -1002005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1002007.875000 Penalty: 4502.946777
	Iteration 26Q: 3 clusters Score -1002008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1002007.187500 Penalty: 4502.946777
	Iteration 27Q: 3 clusters Score -1002007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1002008.437500 Penalty: 4502.946777
	Iteration 28Q: 3 clusters Score -1002008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1002008.375000 Penalty: 4502.946777
	Iteration 29Q: 3 clusters Score -1002008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1002010.000000 Penalty: 4502.946777
	Iteration 30Q: 3 clusters Score -1002010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1002009.500000 Penalty: 4502.946777
	Iteration 31Q: 3 clusters Score -1002010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1002010.812500 Penalty: 4502.946777
	Iteration 32Q: 3 clusters Score -1002011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1002012.000000 Penalty: 4502.946777
	Iteration 33Q: 3 clusters Score -1002012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1002010.687500 Penalty: 4502.946777
	Iteration 34Q: 3 clusters Score -1002011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1002012.687500 Penalty: 4502.946777
	Iteration 35Q: 3 clusters Score -1002013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1002010.750000 Penalty: 4502.946777
	Iteration 36Q: 3 clusters Score -1002011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1002010.750000 Penalty: 4502.946777
	Iteration 37F: 3 clusters Score -1002011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Entering Unmasked Estep 
Score: -336963.031250 Penalty: 1929.825928
	Iteration 0F: 2 clusters Score -336963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -334196.312500 Penalty: 3859.651855
	Iteration 0F: 3 clusters Score -334196.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -335290.593750 Penalty: 3859.651855
	Iteration 1F: 3 clusters Score -335290.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -335872.656250 Penalty: 3859.651855
	Iteration 2F: 3 clusters Score -335872.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -336247.437500 Penalty: 3859.651855
	Iteration 3F: 3 clusters Score -336247.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -336461.312500 Penalty: 3859.651855
	Iteration 4F: 3 clusters Score -336461.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -336642.093750 Penalty: 3859.651855
	Iteration 5Q: 3 clusters Score -336642.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -336766.187500 Penalty: 3859.651855
	Iteration 6Q: 3 clusters Score -336766.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -336874.218750 Penalty: 3859.651855
	Iteration 7Q: 3 clusters Score -336874.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -336959.687500 Penalty: 3859.651855
	Iteration 8Q: 3 clusters Score -336959.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -337043.187500 Penalty: 3859.651855
	Iteration 9Q: 3 clusters Score -337043.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -337120.437500 Penalty: 3859.651855
	Iteration 10Q: 3 clusters Score -337120.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -337184.437500 Penalty: 3859.651855
	Iteration 11Q: 3 clusters Score -337184.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -337225.531250 Penalty: 3859.651855
	Iteration 12Q: 3 clusters Score -337225.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -337268.593750 Penalty: 3859.651855
	Iteration 13Q: 3 clusters Score -337268.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -337304.156250 Penalty: 3859.651855
	Iteration 14Q: 3 clusters Score -337304.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -337337.562500 Penalty: 3859.651855
	Iteration 15Q: 3 clusters Score -337337.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -337356.812500 Penalty: 3859.651855
	Iteration 16Q: 3 clusters Score -337356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -337361.875000 Penalty: 3859.651855
	Iteration 17Q: 3 clusters Score -337361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -337361.593750 Penalty: 3859.651855
	Iteration 18Q: 3 clusters Score -337361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -337361.593750 Penalty: 3859.651855
	Iteration 19F: 3 clusters Score -337361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 34390 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188065 members 
Mstep: Class 13 contains 187074 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52560 members 
Mstep: Class 27 contains 25777 members 
Mstep: Class 28 contains 56976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175722 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28108 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25710 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6383 members 
Mstep: Class 58 contains 1896 members 
Mstep: Class 59 contains 785 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2508 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11216 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
Score: -133753496.000000 Penalty: 249617.703125
Splitting cluster 6 changes total score from -133754656.000000 to -133753496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (34390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Entering Unmasked Estep 
Score: -4027812.000000 Penalty: 2590.489258
	Iteration 0F: 2 clusters Score -4027812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4004332.000000 Penalty: 5180.978516
	Iteration 0F: 3 clusters Score -4004332 nChanged 15673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4012929.750000 Penalty: 5180.978516
	Iteration 1F: 3 clusters Score -4012930 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4013486.000000 Penalty: 5180.978516
	Iteration 2Q: 3 clusters Score -4013486 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -4014139.500000 Penalty: 5180.978516
	Iteration 3Q: 3 clusters Score -4014140 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4014862.750000 Penalty: 5180.978516
	Iteration 4Q: 3 clusters Score -4014863 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -4015795.000000 Penalty: 5180.978516
	Iteration 5F: 3 clusters Score -4015795 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4016977.250000 Penalty: 5180.978516
	Iteration 6F: 3 clusters Score -4016977 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4018633.000000 Penalty: 5180.978516
	Iteration 7F: 3 clusters Score -4018633 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4020659.000000 Penalty: 5180.978516
	Iteration 8F: 3 clusters Score -4020659 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4022570.000000 Penalty: 5180.978516
	Iteration 9F: 3 clusters Score -4022570 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4023807.750000 Penalty: 5180.978516
	Iteration 10F: 3 clusters Score -4023808 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -4024461.000000 Penalty: 5180.978516
	Iteration 11Q: 3 clusters Score -4024461 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4024781.500000 Penalty: 5180.978516
	Iteration 12Q: 3 clusters Score -4024782 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4024976.500000 Penalty: 5180.978516
	Iteration 13Q: 3 clusters Score -4024976 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4025069.750000 Penalty: 5180.978516
	Iteration 14Q: 3 clusters Score -4025070 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4025152.000000 Penalty: 5180.978516
	Iteration 15Q: 3 clusters Score -4025152 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -4025210.750000 Penalty: 5180.978516
	Iteration 16Q: 3 clusters Score -4025211 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -4025275.500000 Penalty: 5180.978516
	Iteration 17Q: 3 clusters Score -4025276 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -4025339.500000 Penalty: 5180.978516
	Iteration 18Q: 3 clusters Score -4025340 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4025369.750000 Penalty: 5180.978516
	Iteration 19Q: 3 clusters Score -4025370 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4025445.750000 Penalty: 5180.978516
	Iteration 20F: 3 clusters Score -4025446 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4025508.250000 Penalty: 5180.978516
	Iteration 21Q: 3 clusters Score -4025508 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -4025585.500000 Penalty: 5180.978516
	Iteration 22Q: 3 clusters Score -4025586 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4025657.750000 Penalty: 5180.978516
	Iteration 23Q: 3 clusters Score -4025658 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -4025723.500000 Penalty: 5180.978516
	Iteration 24Q: 3 clusters Score -4025724 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4025760.000000 Penalty: 5180.978516
	Iteration 25Q: 3 clusters Score -4025760 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -4025801.750000 Penalty: 5180.978516
	Iteration 26Q: 3 clusters Score -4025802 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -4025829.500000 Penalty: 5180.978516
	Iteration 27Q: 3 clusters Score -4025830 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -4025846.000000 Penalty: 5180.978516
	Iteration 28Q: 3 clusters Score -4025846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -4025857.750000 Penalty: 5180.978516
	Iteration 29Q: 3 clusters Score -4025858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -4025877.750000 Penalty: 5180.978516
	Iteration 30Q: 3 clusters Score -4025878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4025886.500000 Penalty: 5180.978516
	Iteration 31Q: 3 clusters Score -4025886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -4025893.250000 Penalty: 5180.978516
	Iteration 32Q: 3 clusters Score -4025893 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4025904.500000 Penalty: 5180.978516
	Iteration 33Q: 3 clusters Score -4025904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4025911.250000 Penalty: 5180.978516
	Iteration 34Q: 3 clusters Score -4025911 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4025909.000000 Penalty: 5180.978516
	Iteration 35Q: 3 clusters Score -4025909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -4025928.250000 Penalty: 5180.978516
	Iteration 36Q: 3 clusters Score -4025928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4025929.250000 Penalty: 5180.978516
	Iteration 37Q: 3 clusters Score -4025929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4025936.250000 Penalty: 5180.978516
	Iteration 38Q: 3 clusters Score -4025936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -4025938.500000 Penalty: 5180.978516
	Iteration 39Q: 3 clusters Score -4025938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -4025937.250000 Penalty: 5180.978516
	Iteration 40F: 3 clusters Score -4025937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -4025947.000000 Penalty: 5180.978516
	Iteration 41Q: 3 clusters Score -4025947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -4025949.500000 Penalty: 5180.978516
	Iteration 42Q: 3 clusters Score -4025950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -4025951.250000 Penalty: 5180.978516
	Iteration 43Q: 3 clusters Score -4025951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -4025952.750000 Penalty: 5180.978516
	Iteration 44Q: 3 clusters Score -4025953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -4025952.750000 Penalty: 5180.978516
	Iteration 45Q: 3 clusters Score -4025953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -4025956.750000 Penalty: 5180.978516
	Iteration 46Q: 3 clusters Score -4025957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -4025965.000000 Penalty: 5180.978516
	Iteration 47Q: 3 clusters Score -4025965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -4025957.500000 Penalty: 5180.978516
	Iteration 48Q: 3 clusters Score -4025958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -4025959.000000 Penalty: 5180.978516
	Iteration 49Q: 3 clusters Score -4025959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -4025959.000000 Penalty: 5180.978516
	Iteration 50Q: 3 clusters Score -4025959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -4025957.500000 Penalty: 5180.978516
	Iteration 51Q: 3 clusters Score -4025958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -4025961.500000 Penalty: 5180.978516
	Iteration 52Q: 3 clusters Score -4025962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4025958.000000 Penalty: 5180.978516
	Iteration 53Q: 3 clusters Score -4025958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -4025959.000000 Penalty: 5180.978516
	Iteration 54Q: 3 clusters Score -4025959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4025959.000000 Penalty: 5180.978516
	Iteration 55Q: 3 clusters Score -4025959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4025959.000000 Penalty: 5180.978516
	Iteration 56F: 3 clusters Score -4025959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Entering Unmasked Estep 
Score: -1144387.250000 Penalty: 2282.022461
	Iteration 0F: 2 clusters Score -1144387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1136804.250000 Penalty: 4564.044922
	Iteration 0F: 3 clusters Score -1136804 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1139047.000000 Penalty: 4564.044922
	Iteration 1F: 3 clusters Score -1139047 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1139392.750000 Penalty: 4564.044922
	Iteration 2F: 3 clusters Score -1139393 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1139660.125000 Penalty: 4564.044922
	Iteration 3F: 3 clusters Score -1139660 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1139936.000000 Penalty: 4564.044922
	Iteration 4Q: 3 clusters Score -1139936 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1140225.125000 Penalty: 4564.044922
	Iteration 5F: 3 clusters Score -1140225 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1140524.375000 Penalty: 4564.044922
	Iteration 6F: 3 clusters Score -1140524 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1140887.000000 Penalty: 4564.044922
	Iteration 7F: 3 clusters Score -1140887 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1141273.625000 Penalty: 4564.044922
	Iteration 8F: 3 clusters Score -1141274 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1141619.375000 Penalty: 4564.044922
	Iteration 9Q: 3 clusters Score -1141619 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1141915.750000 Penalty: 4564.044922
	Iteration 10Q: 3 clusters Score -1141916 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1142149.875000 Penalty: 4564.044922
	Iteration 11Q: 3 clusters Score -1142150 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1142318.875000 Penalty: 4564.044922
	Iteration 12Q: 3 clusters Score -1142319 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1142417.250000 Penalty: 4564.044922
	Iteration 13Q: 3 clusters Score -1142417 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1142482.625000 Penalty: 4564.044922
	Iteration 14Q: 3 clusters Score -1142483 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1142530.500000 Penalty: 4564.044922
	Iteration 15Q: 3 clusters Score -1142530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1142553.875000 Penalty: 4564.044922
	Iteration 16Q: 3 clusters Score -1142554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1142573.500000 Penalty: 4564.044922
	Iteration 17Q: 3 clusters Score -1142574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1142581.375000 Penalty: 4564.044922
	Iteration 18Q: 3 clusters Score -1142581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1142594.000000 Penalty: 4564.044922
	Iteration 19Q: 3 clusters Score -1142594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1142601.375000 Penalty: 4564.044922
	Iteration 20F: 3 clusters Score -1142601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1142608.125000 Penalty: 4564.044922
	Iteration 21Q: 3 clusters Score -1142608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1142615.500000 Penalty: 4564.044922
	Iteration 22Q: 3 clusters Score -1142616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1142624.375000 Penalty: 4564.044922
	Iteration 23Q: 3 clusters Score -1142624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1142630.375000 Penalty: 4564.044922
	Iteration 24Q: 3 clusters Score -1142630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1142632.375000 Penalty: 4564.044922
	Iteration 25Q: 3 clusters Score -1142632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1142633.875000 Penalty: 4564.044922
	Iteration 26Q: 3 clusters Score -1142634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1142635.750000 Penalty: 4564.044922
	Iteration 27Q: 3 clusters Score -1142636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1142639.875000 Penalty: 4564.044922
	Iteration 28Q: 3 clusters Score -1142640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1142645.500000 Penalty: 4564.044922
	Iteration 29Q: 3 clusters Score -1142646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1142648.750000 Penalty: 4564.044922
	Iteration 30Q: 3 clusters Score -1142649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1142652.250000 Penalty: 4564.044922
	Iteration 31Q: 3 clusters Score -1142652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1142653.375000 Penalty: 4564.044922
	Iteration 32Q: 3 clusters Score -1142653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1142655.625000 Penalty: 4564.044922
	Iteration 33Q: 3 clusters Score -1142656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1142656.250000 Penalty: 4564.044922
	Iteration 34Q: 3 clusters Score -1142656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1142657.125000 Penalty: 4564.044922
	Iteration 35Q: 3 clusters Score -1142657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1142657.875000 Penalty: 4564.044922
	Iteration 36Q: 3 clusters Score -1142658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1142660.875000 Penalty: 4564.044922
	Iteration 37Q: 3 clusters Score -1142661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1142661.750000 Penalty: 4564.044922
	Iteration 38Q: 3 clusters Score -1142662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1142663.375000 Penalty: 4564.044922
	Iteration 39Q: 3 clusters Score -1142663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1142662.875000 Penalty: 4564.044922
	Iteration 40F: 3 clusters Score -1142663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1142665.625000 Penalty: 4564.044922
	Iteration 41Q: 3 clusters Score -1142666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1142668.500000 Penalty: 4564.044922
	Iteration 42Q: 3 clusters Score -1142668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1142670.000000 Penalty: 4564.044922
	Iteration 43Q: 3 clusters Score -1142670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1142669.000000 Penalty: 4564.044922
	Iteration 44Q: 3 clusters Score -1142669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1142669.750000 Penalty: 4564.044922
	Iteration 45Q: 3 clusters Score -1142670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1142670.125000 Penalty: 4564.044922
	Iteration 46Q: 3 clusters Score -1142670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1142670.125000 Penalty: 4564.044922
	Iteration 47F: 3 clusters Score -1142670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Entering Unmasked Estep 
Score: -1156126.125000 Penalty: 2282.347412
	Iteration 0F: 2 clusters Score -1156126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1148439.250000 Penalty: 4564.694824
	Iteration 0F: 3 clusters Score -1148439 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1150639.250000 Penalty: 4564.694824
	Iteration 1F: 3 clusters Score -1150639 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1150922.750000 Penalty: 4564.694824
	Iteration 2F: 3 clusters Score -1150923 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1151126.375000 Penalty: 4564.694824
	Iteration 3Q: 3 clusters Score -1151126 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1151267.625000 Penalty: 4564.694824
	Iteration 4Q: 3 clusters Score -1151268 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1151352.250000 Penalty: 4564.694824
	Iteration 5Q: 3 clusters Score -1151352 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1151433.250000 Penalty: 4564.694824
	Iteration 6Q: 3 clusters Score -1151433 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1151504.250000 Penalty: 4564.694824
	Iteration 7Q: 3 clusters Score -1151504 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1151567.875000 Penalty: 4564.694824
	Iteration 8Q: 3 clusters Score -1151568 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1151630.625000 Penalty: 4564.694824
	Iteration 9Q: 3 clusters Score -1151631 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1151697.250000 Penalty: 4564.694824
	Iteration 10Q: 3 clusters Score -1151697 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1151752.125000 Penalty: 4564.694824
	Iteration 11Q: 3 clusters Score -1151752 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1151827.250000 Penalty: 4564.694824
	Iteration 12Q: 3 clusters Score -1151827 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1151923.625000 Penalty: 4564.694824
	Iteration 13Q: 3 clusters Score -1151924 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1152050.375000 Penalty: 4564.694824
	Iteration 14Q: 3 clusters Score -1152050 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1152216.875000 Penalty: 4564.694824
	Iteration 15Q: 3 clusters Score -1152217 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1152402.750000 Penalty: 4564.694824
	Iteration 16Q: 3 clusters Score -1152403 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1152627.000000 Penalty: 4564.694824
	Iteration 17Q: 3 clusters Score -1152627 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1152880.000000 Penalty: 4564.694824
	Iteration 18Q: 3 clusters Score -1152880 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1153127.625000 Penalty: 4564.694824
	Iteration 19Q: 3 clusters Score -1153128 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1153329.125000 Penalty: 4564.694824
	Iteration 20F: 3 clusters Score -1153329 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1153509.750000 Penalty: 4564.694824
	Iteration 21Q: 3 clusters Score -1153510 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1153663.125000 Penalty: 4564.694824
	Iteration 22Q: 3 clusters Score -1153663 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1153776.375000 Penalty: 4564.694824
	Iteration 23Q: 3 clusters Score -1153776 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1153864.875000 Penalty: 4564.694824
	Iteration 24Q: 3 clusters Score -1153865 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1153932.625000 Penalty: 4564.694824
	Iteration 25Q: 3 clusters Score -1153933 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1153991.125000 Penalty: 4564.694824
	Iteration 26Q: 3 clusters Score -1153991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1154036.750000 Penalty: 4564.694824
	Iteration 27Q: 3 clusters Score -1154037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1154074.375000 Penalty: 4564.694824
	Iteration 28Q: 3 clusters Score -1154074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1154100.000000 Penalty: 4564.694824
	Iteration 29Q: 3 clusters Score -1154100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1154110.625000 Penalty: 4564.694824
	Iteration 30Q: 3 clusters Score -1154111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1154118.125000 Penalty: 4564.694824
	Iteration 31Q: 3 clusters Score -1154118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1154132.250000 Penalty: 4564.694824
	Iteration 32Q: 3 clusters Score -1154132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1154146.875000 Penalty: 4564.694824
	Iteration 33Q: 3 clusters Score -1154147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1154158.625000 Penalty: 4564.694824
	Iteration 34Q: 3 clusters Score -1154159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1154170.375000 Penalty: 4564.694824
	Iteration 35Q: 3 clusters Score -1154170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1154177.750000 Penalty: 4564.694824
	Iteration 36Q: 3 clusters Score -1154178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1154183.250000 Penalty: 4564.694824
	Iteration 37Q: 3 clusters Score -1154183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1154187.625000 Penalty: 4564.694824
	Iteration 38Q: 3 clusters Score -1154188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1154190.000000 Penalty: 4564.694824
	Iteration 39Q: 3 clusters Score -1154190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1154193.250000 Penalty: 4564.694824
	Iteration 40F: 3 clusters Score -1154193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1154193.125000 Penalty: 4564.694824
	Iteration 41Q: 3 clusters Score -1154193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1154193.125000 Penalty: 4564.694824
	Iteration 42F: 3 clusters Score -1154193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Entering Unmasked Estep 
Score: -568368.812500 Penalty: 2110.721436
	Iteration 0F: 2 clusters Score -568368.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -563831.125000 Penalty: 4221.442871
	Iteration 0F: 3 clusters Score -563831.1 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -564868.375000 Penalty: 4221.442871
	Iteration 1F: 3 clusters Score -564868.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -565098.750000 Penalty: 4221.442871
	Iteration 2F: 3 clusters Score -565098.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -565248.812500 Penalty: 4221.442871
	Iteration 3F: 3 clusters Score -565248.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -565344.437500 Penalty: 4221.442871
	Iteration 4Q: 3 clusters Score -565344.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -565421.875000 Penalty: 4221.442871
	Iteration 5Q: 3 clusters Score -565421.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -565470.500000 Penalty: 4221.442871
	Iteration 6Q: 3 clusters Score -565470.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -565510.125000 Penalty: 4221.442871
	Iteration 7Q: 3 clusters Score -565510.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -565552.312500 Penalty: 4221.442871
	Iteration 8Q: 3 clusters Score -565552.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -565596.312500 Penalty: 4221.442871
	Iteration 9Q: 3 clusters Score -565596.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -565639.750000 Penalty: 4221.442871
	Iteration 10Q: 3 clusters Score -565639.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -565684.000000 Penalty: 4221.442871
	Iteration 11Q: 3 clusters Score -565684 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -565732.812500 Penalty: 4221.442871
	Iteration 12Q: 3 clusters Score -565732.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -565775.812500 Penalty: 4221.442871
	Iteration 13Q: 3 clusters Score -565775.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -565828.625000 Penalty: 4221.442871
	Iteration 14Q: 3 clusters Score -565828.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -565878.062500 Penalty: 4221.442871
	Iteration 15Q: 3 clusters Score -565878.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -565934.062500 Penalty: 4221.442871
	Iteration 16Q: 3 clusters Score -565934.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -565981.562500 Penalty: 4221.442871
	Iteration 17Q: 3 clusters Score -565981.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -566023.625000 Penalty: 4221.442871
	Iteration 18Q: 3 clusters Score -566023.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -566060.375000 Penalty: 4221.442871
	Iteration 19Q: 3 clusters Score -566060.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -566098.187500 Penalty: 4221.442871
	Iteration 20F: 3 clusters Score -566098.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -566130.687500 Penalty: 4221.442871
	Iteration 21Q: 3 clusters Score -566130.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -566157.250000 Penalty: 4221.442871
	Iteration 22Q: 3 clusters Score -566157.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -566193.437500 Penalty: 4221.442871
	Iteration 23Q: 3 clusters Score -566193.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -566229.250000 Penalty: 4221.442871
	Iteration 24Q: 3 clusters Score -566229.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -566270.062500 Penalty: 4221.442871
	Iteration 25Q: 3 clusters Score -566270.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -566319.687500 Penalty: 4221.442871
	Iteration 26Q: 3 clusters Score -566319.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -566356.250000 Penalty: 4221.442871
	Iteration 27Q: 3 clusters Score -566356.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -566392.500000 Penalty: 4221.442871
	Iteration 28Q: 3 clusters Score -566392.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -566428.312500 Penalty: 4221.442871
	Iteration 29Q: 3 clusters Score -566428.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -566470.250000 Penalty: 4221.442871
	Iteration 30Q: 3 clusters Score -566470.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -566498.000000 Penalty: 4221.442871
	Iteration 31Q: 3 clusters Score -566498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -566519.312500 Penalty: 4221.442871
	Iteration 32Q: 3 clusters Score -566519.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -566538.437500 Penalty: 4221.442871
	Iteration 33Q: 3 clusters Score -566538.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -566563.312500 Penalty: 4221.442871
	Iteration 34Q: 3 clusters Score -566563.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -566579.250000 Penalty: 4221.442871
	Iteration 35Q: 3 clusters Score -566579.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -566589.000000 Penalty: 4221.442871
	Iteration 36Q: 3 clusters Score -566589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -566593.937500 Penalty: 4221.442871
	Iteration 37Q: 3 clusters Score -566593.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -566599.250000 Penalty: 4221.442871
	Iteration 38Q: 3 clusters Score -566599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -566600.125000 Penalty: 4221.442871
	Iteration 39Q: 3 clusters Score -566600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -566603.625000 Penalty: 4221.442871
	Iteration 40F: 3 clusters Score -566603.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -566610.875000 Penalty: 4221.442871
	Iteration 41Q: 3 clusters Score -566610.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -566615.562500 Penalty: 4221.442871
	Iteration 42Q: 3 clusters Score -566615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -566617.312500 Penalty: 4221.442871
	Iteration 43Q: 3 clusters Score -566617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -566618.250000 Penalty: 4221.442871
	Iteration 44Q: 3 clusters Score -566618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -566621.062500 Penalty: 4221.442871
	Iteration 45Q: 3 clusters Score -566621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -566622.000000 Penalty: 4221.442871
	Iteration 46Q: 3 clusters Score -566622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -566625.437500 Penalty: 4221.442871
	Iteration 47Q: 3 clusters Score -566625.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -566628.062500 Penalty: 4221.442871
	Iteration 48Q: 3 clusters Score -566628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -566629.812500 Penalty: 4221.442871
	Iteration 49Q: 3 clusters Score -566629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -566633.375000 Penalty: 4221.442871
	Iteration 50Q: 3 clusters Score -566633.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -566635.375000 Penalty: 4221.442871
	Iteration 51Q: 3 clusters Score -566635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -566639.625000 Penalty: 4221.442871
	Iteration 52Q: 3 clusters Score -566639.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -566645.625000 Penalty: 4221.442871
	Iteration 53Q: 3 clusters Score -566645.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -566652.625000 Penalty: 4221.442871
	Iteration 54Q: 3 clusters Score -566652.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -566659.625000 Penalty: 4221.442871
	Iteration 55Q: 3 clusters Score -566659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -566661.500000 Penalty: 4221.442871
	Iteration 56Q: 3 clusters Score -566661.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -566664.250000 Penalty: 4221.442871
	Iteration 57Q: 3 clusters Score -566664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -566664.812500 Penalty: 4221.442871
	Iteration 58Q: 3 clusters Score -566664.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -566664.812500 Penalty: 4221.442871
	Iteration 59F: 3 clusters Score -566664.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -647116.687500 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -647116.7 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 2845 members 
Entering Unmasked Estep 
Score: -642214.437500 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -642214.4 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -643446.687500 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -643446.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -643675.500000 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -643675.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -643807.437500 Penalty: 4283.653320
	Iteration 3Q: 3 clusters Score -643807.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -643876.625000 Penalty: 4283.653320
	Iteration 4Q: 3 clusters Score -643876.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -643938.687500 Penalty: 4283.653320
	Iteration 5Q: 3 clusters Score -643938.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -643991.500000 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -643991.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -644036.375000 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -644036.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -644071.812500 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -644071.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -644104.625000 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -644104.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -644143.875000 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -644143.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -644176.000000 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -644176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -644214.187500 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -644214.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -644252.062500 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -644252.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -644284.000000 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -644284 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -644320.250000 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -644320.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -644359.312500 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -644359.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -644398.562500 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -644398.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -644433.125000 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -644433.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -644461.937500 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -644461.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -644489.437500 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -644489.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -644530.562500 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -644530.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -644585.750000 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -644585.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -644631.937500 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -644631.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -644678.062500 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -644678.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -644712.500000 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -644712.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -644743.375000 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -644743.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -644774.125000 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -644774.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -644809.437500 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -644809.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -644840.125000 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -644840.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -644865.437500 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -644865.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -644883.000000 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -644883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -644903.312500 Penalty: 4283.653320
	Iteration 32Q: 3 clusters Score -644903.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -644921.125000 Penalty: 4283.653320
	Iteration 33Q: 3 clusters Score -644921.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -644940.000000 Penalty: 4283.653320
	Iteration 34Q: 3 clusters Score -644940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -644957.750000 Penalty: 4283.653320
	Iteration 35Q: 3 clusters Score -644957.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -644970.750000 Penalty: 4283.653320
	Iteration 36Q: 3 clusters Score -644970.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -644985.312500 Penalty: 4283.653320
	Iteration 37Q: 3 clusters Score -644985.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -645003.750000 Penalty: 4283.653320
	Iteration 38Q: 3 clusters Score -645003.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -645020.937500 Penalty: 4283.653320
	Iteration 39Q: 3 clusters Score -645020.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -645036.937500 Penalty: 4283.653320
	Iteration 40F: 3 clusters Score -645036.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -645050.187500 Penalty: 4283.653320
	Iteration 41Q: 3 clusters Score -645050.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -645065.062500 Penalty: 4283.653320
	Iteration 42Q: 3 clusters Score -645065.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -645072.562500 Penalty: 4283.653320
	Iteration 43Q: 3 clusters Score -645072.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -645082.312500 Penalty: 4283.653320
	Iteration 44Q: 3 clusters Score -645082.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -645091.312500 Penalty: 4283.653320
	Iteration 45Q: 3 clusters Score -645091.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -645095.937500 Penalty: 4283.653320
	Iteration 46Q: 3 clusters Score -645095.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -645103.750000 Penalty: 4283.653320
	Iteration 47Q: 3 clusters Score -645103.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -645110.000000 Penalty: 4283.653320
	Iteration 48Q: 3 clusters Score -645110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -645117.000000 Penalty: 4283.653320
	Iteration 49Q: 3 clusters Score -645117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -645122.625000 Penalty: 4283.653320
	Iteration 50Q: 3 clusters Score -645122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -645126.250000 Penalty: 4283.653320
	Iteration 51Q: 3 clusters Score -645126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -645127.500000 Penalty: 4283.653320
	Iteration 52Q: 3 clusters Score -645127.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -645132.750000 Penalty: 4283.653320
	Iteration 53Q: 3 clusters Score -645132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -645137.687500 Penalty: 4283.653320
	Iteration 54Q: 3 clusters Score -645137.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -645144.687500 Penalty: 4283.653320
	Iteration 55Q: 3 clusters Score -645144.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -645148.687500 Penalty: 4283.653320
	Iteration 56Q: 3 clusters Score -645148.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -645153.875000 Penalty: 4283.653320
	Iteration 57Q: 3 clusters Score -645153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -645155.500000 Penalty: 4283.653320
	Iteration 58Q: 3 clusters Score -645155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -645160.812500 Penalty: 4283.653320
	Iteration 59Q: 3 clusters Score -645160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -645162.312500 Penalty: 4283.653320
	Iteration 60F: 3 clusters Score -645162.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (188065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188065 members 
Entering Unmasked Estep 
Score: -21955500.000000 Penalty: 3011.846680
	Iteration 0F: 2 clusters Score -2.19555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -21831342.000000 Penalty: 6023.693359
	Iteration 0F: 3 clusters Score -2.183134e+07 nChanged 90319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 94359 members 
Entering Unmasked Estep 
Score: -21884508.000000 Penalty: 6023.693359
	Iteration 1F: 3 clusters Score -2.188451e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -21885702.000000 Penalty: 6023.693359
	Iteration 2Q: 3 clusters Score -2.18857e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -21887254.000000 Penalty: 6023.693359
	Iteration 3Q: 3 clusters Score -2.188725e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -21888898.000000 Penalty: 6023.693359
	Iteration 4Q: 3 clusters Score -2.18889e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
Score: -21890820.000000 Penalty: 6023.693359
	Iteration 5Q: 3 clusters Score -2.189082e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -21893100.000000 Penalty: 6023.693359
	Iteration 6Q: 3 clusters Score -2.18931e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -21895520.000000 Penalty: 6023.693359
	Iteration 7Q: 3 clusters Score -2.189552e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
Score: -21898050.000000 Penalty: 6023.693359
	Iteration 8Q: 3 clusters Score -2.189805e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 107944 members 
Entering Unmasked Estep 
Score: -21900572.000000 Penalty: 6023.693359
	Iteration 9Q: 3 clusters Score -2.190057e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 112394 members 
Entering Unmasked Estep 
Score: -21903118.000000 Penalty: 6023.693359
	Iteration 10Q: 3 clusters Score -2.190312e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 117692 members 
Entering Unmasked Estep 
Score: -21905630.000000 Penalty: 6023.693359
	Iteration 11Q: 3 clusters Score -2.190563e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
Score: -21908540.000000 Penalty: 6023.693359
	Iteration 12Q: 3 clusters Score -2.190854e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 131583 members 
Entering Unmasked Estep 
Score: -21911844.000000 Penalty: 6023.693359
	Iteration 13Q: 3 clusters Score -2.191184e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -21916448.000000 Penalty: 6023.693359
	Iteration 14Q: 3 clusters Score -2.191645e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 150683 members 
Entering Unmasked Estep 
Score: -21923038.000000 Penalty: 6023.693359
	Iteration 15F: 3 clusters Score -2.192304e+07 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 161618 members 
Entering Unmasked Estep 
Score: -21931526.000000 Penalty: 6023.693359
	Iteration 16F: 3 clusters Score -2.193153e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 171849 members 
Entering Unmasked Estep 
Score: -21939918.000000 Penalty: 6023.693359
	Iteration 17F: 3 clusters Score -2.193992e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 179695 members 
Entering Unmasked Estep 
Score: -21946620.000000 Penalty: 6023.693359
	Iteration 18Q: 3 clusters Score -2.194662e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 184363 members 
Entering Unmasked Estep 
Score: -21950366.000000 Penalty: 6023.693359
	Iteration 19Q: 3 clusters Score -2.195037e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 186432 members 
Entering Unmasked Estep 
Score: -21951880.000000 Penalty: 6023.693359
	Iteration 20F: 3 clusters Score -2.195188e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 187151 members 
Entering Unmasked Estep 
Score: -21952488.000000 Penalty: 6023.693359
	Iteration 21Q: 3 clusters Score -2.195249e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 187424 members 
Entering Unmasked Estep 
Score: -21952758.000000 Penalty: 6023.693359
	Iteration 22Q: 3 clusters Score -2.195276e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 187525 members 
Entering Unmasked Estep 
Score: -21952870.000000 Penalty: 6023.693359
	Iteration 23Q: 3 clusters Score -2.195287e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 187583 members 
Entering Unmasked Estep 
Score: -21952948.000000 Penalty: 6023.693359
	Iteration 24Q: 3 clusters Score -2.195295e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 187611 members 
Entering Unmasked Estep 
Score: -21952988.000000 Penalty: 6023.693359
	Iteration 25Q: 3 clusters Score -2.195299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 187621 members 
Entering Unmasked Estep 
Score: -21952978.000000 Penalty: 6023.693359
	Iteration 26Q: 3 clusters Score -2.195298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 187626 members 
Entering Unmasked Estep 
Score: -21953016.000000 Penalty: 6023.693359
	Iteration 27Q: 3 clusters Score -2.195302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 187632 members 
Entering Unmasked Estep 
Score: -21953050.000000 Penalty: 6023.693359
	Iteration 28Q: 3 clusters Score -2.195305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 187638 members 
Entering Unmasked Estep 
Score: -21953046.000000 Penalty: 6023.693359
	Iteration 29Q: 3 clusters Score -2.195305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 187646 members 
Entering Unmasked Estep 
Score: -21953056.000000 Penalty: 6023.693359
	Iteration 30Q: 3 clusters Score -2.195306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 187651 members 
Entering Unmasked Estep 
Score: -21953060.000000 Penalty: 6023.693359
	Iteration 31Q: 3 clusters Score -2.195306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 187653 members 
Entering Unmasked Estep 
Score: -21953052.000000 Penalty: 6023.693359
	Iteration 32Q: 3 clusters Score -2.195305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 187654 members 
Entering Unmasked Estep 
Score: -21953048.000000 Penalty: 6023.693359
	Iteration 33Q: 3 clusters Score -2.195305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 187654 members 
Entering Unmasked Estep 
Score: -21953072.000000 Penalty: 6023.693359
	Iteration 34Q: 3 clusters Score -2.195307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 187657 members 
Entering Unmasked Estep 
Score: -21953054.000000 Penalty: 6023.693359
	Iteration 35Q: 3 clusters Score -2.195305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 187659 members 
Entering Unmasked Estep 
Score: -21953082.000000 Penalty: 6023.693359
	Iteration 36Q: 3 clusters Score -2.195308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 187659 members 
Entering Unmasked Estep 
Score: -21953082.000000 Penalty: 6023.693359
	Iteration 37F: 3 clusters Score -2.195308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (187074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187074 members 
Entering Unmasked Estep 
Score: -22070554.000000 Penalty: 3010.536377
	Iteration 0F: 2 clusters Score -2.207055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -21947382.000000 Penalty: 6021.072754
	Iteration 0F: 3 clusters Score -2.194738e+07 nChanged 90111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -22000180.000000 Penalty: 6021.072754
	Iteration 1F: 3 clusters Score -2.200018e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -22001846.000000 Penalty: 6021.072754
	Iteration 2Q: 3 clusters Score -2.200185e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 97499 members 
Entering Unmasked Estep 
Score: -22004064.000000 Penalty: 6021.072754
	Iteration 3Q: 3 clusters Score -2.200406e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 99528 members 
Entering Unmasked Estep 
Score: -22007282.000000 Penalty: 6021.072754
	Iteration 4Q: 3 clusters Score -2.200728e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 102374 members 
Entering Unmasked Estep 
Score: -22011584.000000 Penalty: 6021.072754
	Iteration 5Q: 3 clusters Score -2.201158e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 106137 members 
Entering Unmasked Estep 
Score: -22016940.000000 Penalty: 6021.072754
	Iteration 6F: 3 clusters Score -2.201694e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -22022838.000000 Penalty: 6021.072754
	Iteration 7F: 3 clusters Score -2.202284e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 117058 members 
Entering Unmasked Estep 
Score: -22028620.000000 Penalty: 6021.072754
	Iteration 8F: 3 clusters Score -2.202862e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 124313 members 
Entering Unmasked Estep 
Score: -22034176.000000 Penalty: 6021.072754
	Iteration 9F: 3 clusters Score -2.203418e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 132438 members 
Entering Unmasked Estep 
Score: -22039670.000000 Penalty: 6021.072754
	Iteration 10F: 3 clusters Score -2.203967e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 141033 members 
Entering Unmasked Estep 
Score: -22044948.000000 Penalty: 6021.072754
	Iteration 11Q: 3 clusters Score -2.204495e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 149688 members 
Entering Unmasked Estep 
Score: -22050604.000000 Penalty: 6021.072754
	Iteration 12Q: 3 clusters Score -2.20506e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 157693 members 
Entering Unmasked Estep 
Score: -22055456.000000 Penalty: 6021.072754
	Iteration 13Q: 3 clusters Score -2.205546e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 164588 members 
Entering Unmasked Estep 
Score: -22059878.000000 Penalty: 6021.072754
	Iteration 14Q: 3 clusters Score -2.205988e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 170139 members 
Entering Unmasked Estep 
Score: -22063028.000000 Penalty: 6021.072754
	Iteration 15Q: 3 clusters Score -2.206303e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 174384 members 
Entering Unmasked Estep 
Score: -22065120.000000 Penalty: 6021.072754
	Iteration 16Q: 3 clusters Score -2.206512e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 177421 members 
Entering Unmasked Estep 
Score: -22066436.000000 Penalty: 6021.072754
	Iteration 17Q: 3 clusters Score -2.206644e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 179507 members 
Entering Unmasked Estep 
Score: -22067096.000000 Penalty: 6021.072754
	Iteration 18Q: 3 clusters Score -2.20671e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 180960 members 
Entering Unmasked Estep 
Score: -22067642.000000 Penalty: 6021.072754
	Iteration 19Q: 3 clusters Score -2.206764e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 181985 members 
Entering Unmasked Estep 
Score: -22067950.000000 Penalty: 6021.072754
	Iteration 20F: 3 clusters Score -2.206795e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 182696 members 
Entering Unmasked Estep 
Score: -22068130.000000 Penalty: 6021.072754
	Iteration 21Q: 3 clusters Score -2.206813e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 183192 members 
Entering Unmasked Estep 
Score: -22068266.000000 Penalty: 6021.072754
	Iteration 22Q: 3 clusters Score -2.206827e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 183517 members 
Entering Unmasked Estep 
Score: -22068292.000000 Penalty: 6021.072754
	Iteration 23Q: 3 clusters Score -2.206829e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 183767 members 
Entering Unmasked Estep 
Score: -22068358.000000 Penalty: 6021.072754
	Iteration 24Q: 3 clusters Score -2.206836e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 183941 members 
Entering Unmasked Estep 
Score: -22068444.000000 Penalty: 6021.072754
	Iteration 25Q: 3 clusters Score -2.206844e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 184100 members 
Entering Unmasked Estep 
Score: -22068506.000000 Penalty: 6021.072754
	Iteration 26Q: 3 clusters Score -2.206851e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 184246 members 
Entering Unmasked Estep 
Score: -22068552.000000 Penalty: 6021.072754
	Iteration 27Q: 3 clusters Score -2.206855e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 184375 members 
Entering Unmasked Estep 
Score: -22068644.000000 Penalty: 6021.072754
	Iteration 28Q: 3 clusters Score -2.206864e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 184468 members 
Entering Unmasked Estep 
Score: -22068634.000000 Penalty: 6021.072754
	Iteration 29Q: 3 clusters Score -2.206863e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 184534 members 
Entering Unmasked Estep 
Score: -22068676.000000 Penalty: 6021.072754
	Iteration 30Q: 3 clusters Score -2.206868e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 184577 members 
Entering Unmasked Estep 
Score: -22068652.000000 Penalty: 6021.072754
	Iteration 31Q: 3 clusters Score -2.206865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 184607 members 
Entering Unmasked Estep 
Score: -22068660.000000 Penalty: 6021.072754
	Iteration 32Q: 3 clusters Score -2.206866e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 184629 members 
Entering Unmasked Estep 
Score: -22068656.000000 Penalty: 6021.072754
	Iteration 33Q: 3 clusters Score -2.206866e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 184642 members 
Entering Unmasked Estep 
Score: -22068668.000000 Penalty: 6021.072754
	Iteration 34Q: 3 clusters Score -2.206867e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 184658 members 
Entering Unmasked Estep 
Score: -22068658.000000 Penalty: 6021.072754
	Iteration 35Q: 3 clusters Score -2.206866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 184677 members 
Entering Unmasked Estep 
Score: -22068646.000000 Penalty: 6021.072754
	Iteration 36Q: 3 clusters Score -2.206865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 184693 members 
Entering Unmasked Estep 
Score: -22068648.000000 Penalty: 6021.072754
	Iteration 37Q: 3 clusters Score -2.206865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 184705 members 
Entering Unmasked Estep 
Score: -22068642.000000 Penalty: 6021.072754
	Iteration 38Q: 3 clusters Score -2.206864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 184718 members 
Entering Unmasked Estep 
Score: -22068664.000000 Penalty: 6021.072754
	Iteration 39Q: 3 clusters Score -2.206866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 184724 members 
Entering Unmasked Estep 
Score: -22068674.000000 Penalty: 6021.072754
	Iteration 40F: 3 clusters Score -2.206867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 184729 members 
Entering Unmasked Estep 
Score: -22068666.000000 Penalty: 6021.072754
	Iteration 41Q: 3 clusters Score -2.206867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -22068666.000000 Penalty: 6021.072754
	Iteration 42Q: 3 clusters Score -2.206867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 184745 members 
Entering Unmasked Estep 
Score: -22068680.000000 Penalty: 6021.072754
	Iteration 43Q: 3 clusters Score -2.206868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 184754 members 
Entering Unmasked Estep 
Score: -22068666.000000 Penalty: 6021.072754
	Iteration 44Q: 3 clusters Score -2.206867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 184765 members 
Entering Unmasked Estep 
Score: -22068668.000000 Penalty: 6021.072754
	Iteration 45Q: 3 clusters Score -2.206867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 184772 members 
Entering Unmasked Estep 
Score: -22068666.000000 Penalty: 6021.072754
	Iteration 46Q: 3 clusters Score -2.206867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 184781 members 
Entering Unmasked Estep 
Score: -22068662.000000 Penalty: 6021.072754
	Iteration 47Q: 3 clusters Score -2.206866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 184784 members 
Entering Unmasked Estep 
Score: -22068660.000000 Penalty: 6021.072754
	Iteration 48Q: 3 clusters Score -2.206866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 184788 members 
Entering Unmasked Estep 
Score: -22068664.000000 Penalty: 6021.072754
	Iteration 49Q: 3 clusters Score -2.206866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 184790 members 
Entering Unmasked Estep 
Score: -22068672.000000 Penalty: 6021.072754
	Iteration 50Q: 3 clusters Score -2.206867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 184791 members 
Entering Unmasked Estep 
Score: -22068672.000000 Penalty: 6021.072754
	Iteration 51Q: 3 clusters Score -2.206867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 184791 members 
Entering Unmasked Estep 
Score: -22068672.000000 Penalty: 6021.072754
	Iteration 52F: 3 clusters Score -2.206867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -32412.824219 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -32412.82 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 164 members 
Entering Unmasked Estep 
Score: -31165.292969 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -31165.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31362.402344 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -31362.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31425.490234 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -31425.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31454.689453 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -31454.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31487.853516 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -31487.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31524.273438 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -31524.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31538.195312 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -31538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31554.177734 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -31554.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31567.484375 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -31567.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31570.750000 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -31570.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31570.750000 Penalty: 2862.634766
	Iteration 10F: 3 clusters Score -31570.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Entering Unmasked Estep 
Score: -386032.343750 Penalty: 1961.006348
	Iteration 0F: 2 clusters Score -386032.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -382989.062500 Penalty: 3922.012695
	Iteration 0F: 3 clusters Score -382989.1 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -383921.500000 Penalty: 3922.012695
	Iteration 1F: 3 clusters Score -383921.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -384519.187500 Penalty: 3922.012695
	Iteration 2F: 3 clusters Score -384519.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -384969.593750 Penalty: 3922.012695
	Iteration 3F: 3 clusters Score -384969.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -385245.531250 Penalty: 3922.012695
	Iteration 4F: 3 clusters Score -385245.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -385403.687500 Penalty: 3922.012695
	Iteration 5Q: 3 clusters Score -385403.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -385491.750000 Penalty: 3922.012695
	Iteration 6Q: 3 clusters Score -385491.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -385522.531250 Penalty: 3922.012695
	Iteration 7Q: 3 clusters Score -385522.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -385537.906250 Penalty: 3922.012695
	Iteration 8Q: 3 clusters Score -385537.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -385551.187500 Penalty: 3922.012695
	Iteration 9Q: 3 clusters Score -385551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -385557.281250 Penalty: 3922.012695
	Iteration 10Q: 3 clusters Score -385557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -385561.000000 Penalty: 3922.012695
	Iteration 11Q: 3 clusters Score -385561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -385565.250000 Penalty: 3922.012695
	Iteration 12Q: 3 clusters Score -385565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -385566.875000 Penalty: 3922.012695
	Iteration 13Q: 3 clusters Score -385566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -385567.750000 Penalty: 3922.012695
	Iteration 14Q: 3 clusters Score -385567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -385567.750000 Penalty: 3922.012695
	Iteration 15F: 3 clusters Score -385567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -221052.765625 Penalty: 1870.468994
	Iteration 0F: 2 clusters Score -221052.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218472.281250 Penalty: 3740.937988
	Iteration 0F: 3 clusters Score -218472.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -218888.312500 Penalty: 3740.937988
	Iteration 1F: 3 clusters Score -218888.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -219034.265625 Penalty: 3740.937988
	Iteration 2F: 3 clusters Score -219034.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -219101.265625 Penalty: 3740.937988
	Iteration 3Q: 3 clusters Score -219101.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -219143.906250 Penalty: 3740.937988
	Iteration 4Q: 3 clusters Score -219143.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -219176.796875 Penalty: 3740.937988
	Iteration 5Q: 3 clusters Score -219176.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -219210.140625 Penalty: 3740.937988
	Iteration 6Q: 3 clusters Score -219210.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -219240.640625 Penalty: 3740.937988
	Iteration 7Q: 3 clusters Score -219240.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -219270.468750 Penalty: 3740.937988
	Iteration 8Q: 3 clusters Score -219270.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219295.625000 Penalty: 3740.937988
	Iteration 9Q: 3 clusters Score -219295.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -219326.593750 Penalty: 3740.937988
	Iteration 10Q: 3 clusters Score -219326.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -219359.453125 Penalty: 3740.937988
	Iteration 11Q: 3 clusters Score -219359.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -219377.359375 Penalty: 3740.937988
	Iteration 12Q: 3 clusters Score -219377.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -219396.140625 Penalty: 3740.937988
	Iteration 13Q: 3 clusters Score -219396.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -219410.468750 Penalty: 3740.937988
	Iteration 14Q: 3 clusters Score -219410.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -219420.390625 Penalty: 3740.937988
	Iteration 15Q: 3 clusters Score -219420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -219427.812500 Penalty: 3740.937988
	Iteration 16Q: 3 clusters Score -219427.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -219435.062500 Penalty: 3740.937988
	Iteration 17Q: 3 clusters Score -219435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -219441.625000 Penalty: 3740.937988
	Iteration 18Q: 3 clusters Score -219441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -219446.828125 Penalty: 3740.937988
	Iteration 19Q: 3 clusters Score -219446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -219449.906250 Penalty: 3740.937988
	Iteration 20F: 3 clusters Score -219449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -219454.281250 Penalty: 3740.937988
	Iteration 21Q: 3 clusters Score -219454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -219458.828125 Penalty: 3740.937988
	Iteration 22Q: 3 clusters Score -219458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -219461.375000 Penalty: 3740.937988
	Iteration 23Q: 3 clusters Score -219461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -219463.156250 Penalty: 3740.937988
	Iteration 24Q: 3 clusters Score -219463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -219463.953125 Penalty: 3740.937988
	Iteration 25Q: 3 clusters Score -219464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -219465.562500 Penalty: 3740.937988
	Iteration 26Q: 3 clusters Score -219465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -219465.562500 Penalty: 3740.937988
	Iteration 27F: 3 clusters Score -219465.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Entering Unmasked Estep 
Score: -317555.093750 Penalty: 1957.883423
	Iteration 0F: 2 clusters Score -317555.1 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 1358 members 
Entering Unmasked Estep 
Score: -314494.156250 Penalty: 3915.766846
	Iteration 0F: 3 clusters Score -314494.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -315101.812500 Penalty: 3915.766846
	Iteration 1F: 3 clusters Score -315101.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -315266.500000 Penalty: 3915.766846
	Iteration 2F: 3 clusters Score -315266.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -315365.281250 Penalty: 3915.766846
	Iteration 3Q: 3 clusters Score -315365.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -315450.187500 Penalty: 3915.766846
	Iteration 4Q: 3 clusters Score -315450.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -315532.375000 Penalty: 3915.766846
	Iteration 5Q: 3 clusters Score -315532.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -315614.656250 Penalty: 3915.766846
	Iteration 6Q: 3 clusters Score -315614.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -315706.375000 Penalty: 3915.766846
	Iteration 7Q: 3 clusters Score -315706.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -315793.468750 Penalty: 3915.766846
	Iteration 8Q: 3 clusters Score -315793.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -315906.031250 Penalty: 3915.766846
	Iteration 9Q: 3 clusters Score -315906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -315990.187500 Penalty: 3915.766846
	Iteration 10Q: 3 clusters Score -315990.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -316043.906250 Penalty: 3915.766846
	Iteration 11Q: 3 clusters Score -316043.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -316099.093750 Penalty: 3915.766846
	Iteration 12Q: 3 clusters Score -316099.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -316148.906250 Penalty: 3915.766846
	Iteration 13Q: 3 clusters Score -316148.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -316193.156250 Penalty: 3915.766846
	Iteration 14Q: 3 clusters Score -316193.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -316232.281250 Penalty: 3915.766846
	Iteration 15Q: 3 clusters Score -316232.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -316263.062500 Penalty: 3915.766846
	Iteration 16Q: 3 clusters Score -316263.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -316308.187500 Penalty: 3915.766846
	Iteration 17Q: 3 clusters Score -316308.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -316350.500000 Penalty: 3915.766846
	Iteration 18Q: 3 clusters Score -316350.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -316390.718750 Penalty: 3915.766846
	Iteration 19Q: 3 clusters Score -316390.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -316421.312500 Penalty: 3915.766846
	Iteration 20F: 3 clusters Score -316421.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -316443.593750 Penalty: 3915.766846
	Iteration 21Q: 3 clusters Score -316443.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -316459.437500 Penalty: 3915.766846
	Iteration 22Q: 3 clusters Score -316459.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -316468.375000 Penalty: 3915.766846
	Iteration 23Q: 3 clusters Score -316468.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -316479.281250 Penalty: 3915.766846
	Iteration 24Q: 3 clusters Score -316479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -316484.843750 Penalty: 3915.766846
	Iteration 25Q: 3 clusters Score -316484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -316487.843750 Penalty: 3915.766846
	Iteration 26Q: 3 clusters Score -316487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -316489.937500 Penalty: 3915.766846
	Iteration 27Q: 3 clusters Score -316489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -316491.781250 Penalty: 3915.766846
	Iteration 28Q: 3 clusters Score -316491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -316493.312500 Penalty: 3915.766846
	Iteration 29Q: 3 clusters Score -316493.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -316493.843750 Penalty: 3915.766846
	Iteration 30Q: 3 clusters Score -316493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -316493.843750 Penalty: 3915.766846
	Iteration 31F: 3 clusters Score -316493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -638452.000000 Penalty: 2130.706543
	Iteration 0F: 2 clusters Score -638452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -633662.000000 Penalty: 4261.413086
	Iteration 0F: 3 clusters Score -633662 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -634862.937500 Penalty: 4261.413086
	Iteration 1F: 3 clusters Score -634862.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -635102.562500 Penalty: 4261.413086
	Iteration 2F: 3 clusters Score -635102.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -635280.562500 Penalty: 4261.413086
	Iteration 3F: 3 clusters Score -635280.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -635406.625000 Penalty: 4261.413086
	Iteration 4Q: 3 clusters Score -635406.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -635550.812500 Penalty: 4261.413086
	Iteration 5Q: 3 clusters Score -635550.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -635693.375000 Penalty: 4261.413086
	Iteration 6Q: 3 clusters Score -635693.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -635830.312500 Penalty: 4261.413086
	Iteration 7Q: 3 clusters Score -635830.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -635954.500000 Penalty: 4261.413086
	Iteration 8Q: 3 clusters Score -635954.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -636069.875000 Penalty: 4261.413086
	Iteration 9Q: 3 clusters Score -636069.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -636181.687500 Penalty: 4261.413086
	Iteration 10Q: 3 clusters Score -636181.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -636314.875000 Penalty: 4261.413086
	Iteration 11Q: 3 clusters Score -636314.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -636453.375000 Penalty: 4261.413086
	Iteration 12Q: 3 clusters Score -636453.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -636573.437500 Penalty: 4261.413086
	Iteration 13Q: 3 clusters Score -636573.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -636672.937500 Penalty: 4261.413086
	Iteration 14Q: 3 clusters Score -636672.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -636751.437500 Penalty: 4261.413086
	Iteration 15Q: 3 clusters Score -636751.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -636806.750000 Penalty: 4261.413086
	Iteration 16Q: 3 clusters Score -636806.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -636842.187500 Penalty: 4261.413086
	Iteration 17Q: 3 clusters Score -636842.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -636871.250000 Penalty: 4261.413086
	Iteration 18Q: 3 clusters Score -636871.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -636904.312500 Penalty: 4261.413086
	Iteration 19Q: 3 clusters Score -636904.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -636921.062500 Penalty: 4261.413086
	Iteration 20F: 3 clusters Score -636921.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -636933.187500 Penalty: 4261.413086
	Iteration 21Q: 3 clusters Score -636933.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -636946.375000 Penalty: 4261.413086
	Iteration 22Q: 3 clusters Score -636946.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -636958.937500 Penalty: 4261.413086
	Iteration 23Q: 3 clusters Score -636958.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -636973.187500 Penalty: 4261.413086
	Iteration 24Q: 3 clusters Score -636973.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -636979.562500 Penalty: 4261.413086
	Iteration 25Q: 3 clusters Score -636979.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -636985.625000 Penalty: 4261.413086
	Iteration 26Q: 3 clusters Score -636985.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -636989.437500 Penalty: 4261.413086
	Iteration 27Q: 3 clusters Score -636989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -636992.125000 Penalty: 4261.413086
	Iteration 28Q: 3 clusters Score -636992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -636994.312500 Penalty: 4261.413086
	Iteration 29Q: 3 clusters Score -636994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -636998.812500 Penalty: 4261.413086
	Iteration 30Q: 3 clusters Score -636998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -637000.687500 Penalty: 4261.413086
	Iteration 31Q: 3 clusters Score -637000.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -637002.500000 Penalty: 4261.413086
	Iteration 32Q: 3 clusters Score -637002.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -637007.125000 Penalty: 4261.413086
	Iteration 33Q: 3 clusters Score -637007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -637008.062500 Penalty: 4261.413086
	Iteration 34Q: 3 clusters Score -637008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -637008.937500 Penalty: 4261.413086
	Iteration 35Q: 3 clusters Score -637008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -637008.937500 Penalty: 4261.413086
	Iteration 36F: 3 clusters Score -637008.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -733130.750000 Penalty: 2162.714844
	Iteration 0F: 2 clusters Score -733130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -727925.750000 Penalty: 4325.429688
	Iteration 0F: 3 clusters Score -727925.8 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -729224.937500 Penalty: 4325.429688
	Iteration 1F: 3 clusters Score -729224.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -729425.000000 Penalty: 4325.429688
	Iteration 2F: 3 clusters Score -729425 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -729560.437500 Penalty: 4325.429688
	Iteration 3Q: 3 clusters Score -729560.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -729655.062500 Penalty: 4325.429688
	Iteration 4Q: 3 clusters Score -729655.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -729714.125000 Penalty: 4325.429688
	Iteration 5Q: 3 clusters Score -729714.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -729764.187500 Penalty: 4325.429688
	Iteration 6Q: 3 clusters Score -729764.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -729799.187500 Penalty: 4325.429688
	Iteration 7Q: 3 clusters Score -729799.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -729830.000000 Penalty: 4325.429688
	Iteration 8Q: 3 clusters Score -729830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -729861.812500 Penalty: 4325.429688
	Iteration 9Q: 3 clusters Score -729861.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -729893.750000 Penalty: 4325.429688
	Iteration 10Q: 3 clusters Score -729893.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -729923.937500 Penalty: 4325.429688
	Iteration 11Q: 3 clusters Score -729923.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -729956.812500 Penalty: 4325.429688
	Iteration 12Q: 3 clusters Score -729956.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -729987.937500 Penalty: 4325.429688
	Iteration 13Q: 3 clusters Score -729987.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -730018.875000 Penalty: 4325.429688
	Iteration 14Q: 3 clusters Score -730018.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -730044.937500 Penalty: 4325.429688
	Iteration 15Q: 3 clusters Score -730044.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -730074.000000 Penalty: 4325.429688
	Iteration 16Q: 3 clusters Score -730074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -730101.125000 Penalty: 4325.429688
	Iteration 17Q: 3 clusters Score -730101.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -730131.625000 Penalty: 4325.429688
	Iteration 18Q: 3 clusters Score -730131.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -730162.312500 Penalty: 4325.429688
	Iteration 19Q: 3 clusters Score -730162.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -730190.875000 Penalty: 4325.429688
	Iteration 20F: 3 clusters Score -730190.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -730226.812500 Penalty: 4325.429688
	Iteration 21Q: 3 clusters Score -730226.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -730261.062500 Penalty: 4325.429688
	Iteration 22Q: 3 clusters Score -730261.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -730290.500000 Penalty: 4325.429688
	Iteration 23Q: 3 clusters Score -730290.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -730328.437500 Penalty: 4325.429688
	Iteration 24Q: 3 clusters Score -730328.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -730364.312500 Penalty: 4325.429688
	Iteration 25Q: 3 clusters Score -730364.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -730406.312500 Penalty: 4325.429688
	Iteration 26Q: 3 clusters Score -730406.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -730459.750000 Penalty: 4325.429688
	Iteration 27Q: 3 clusters Score -730459.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -730508.187500 Penalty: 4325.429688
	Iteration 28Q: 3 clusters Score -730508.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -730551.000000 Penalty: 4325.429688
	Iteration 29Q: 3 clusters Score -730551 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -730591.875000 Penalty: 4325.429688
	Iteration 30Q: 3 clusters Score -730591.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -730623.687500 Penalty: 4325.429688
	Iteration 31Q: 3 clusters Score -730623.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -730658.000000 Penalty: 4325.429688
	Iteration 32Q: 3 clusters Score -730658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -730686.625000 Penalty: 4325.429688
	Iteration 33Q: 3 clusters Score -730686.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -730711.562500 Penalty: 4325.429688
	Iteration 34Q: 3 clusters Score -730711.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -730733.250000 Penalty: 4325.429688
	Iteration 35Q: 3 clusters Score -730733.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -730757.062500 Penalty: 4325.429688
	Iteration 36Q: 3 clusters Score -730757.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -730780.937500 Penalty: 4325.429688
	Iteration 37Q: 3 clusters Score -730780.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -730794.062500 Penalty: 4325.429688
	Iteration 38Q: 3 clusters Score -730794.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -730804.187500 Penalty: 4325.429688
	Iteration 39Q: 3 clusters Score -730804.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -730812.312500 Penalty: 4325.429688
	Iteration 40F: 3 clusters Score -730812.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -730818.437500 Penalty: 4325.429688
	Iteration 41Q: 3 clusters Score -730818.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -730826.437500 Penalty: 4325.429688
	Iteration 42Q: 3 clusters Score -730826.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -730832.000000 Penalty: 4325.429688
	Iteration 43Q: 3 clusters Score -730832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -730836.312500 Penalty: 4325.429688
	Iteration 44Q: 3 clusters Score -730836.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -730838.562500 Penalty: 4325.429688
	Iteration 45Q: 3 clusters Score -730838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -730839.937500 Penalty: 4325.429688
	Iteration 46Q: 3 clusters Score -730839.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -730842.562500 Penalty: 4325.429688
	Iteration 47Q: 3 clusters Score -730842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -730845.125000 Penalty: 4325.429688
	Iteration 48Q: 3 clusters Score -730845.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -730846.062500 Penalty: 4325.429688
	Iteration 49Q: 3 clusters Score -730846.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -730850.062500 Penalty: 4325.429688
	Iteration 50Q: 3 clusters Score -730850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -730853.437500 Penalty: 4325.429688
	Iteration 51Q: 3 clusters Score -730853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -730854.500000 Penalty: 4325.429688
	Iteration 52Q: 3 clusters Score -730854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -730854.562500 Penalty: 4325.429688
	Iteration 53Q: 3 clusters Score -730854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -730855.562500 Penalty: 4325.429688
	Iteration 54Q: 3 clusters Score -730855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -730856.625000 Penalty: 4325.429688
	Iteration 55Q: 3 clusters Score -730856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -730855.312500 Penalty: 4325.429688
	Iteration 56Q: 3 clusters Score -730855.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -730859.312500 Penalty: 4325.429688
	Iteration 57Q: 3 clusters Score -730859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -730858.750000 Penalty: 4325.429688
	Iteration 58Q: 3 clusters Score -730858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -730859.187500 Penalty: 4325.429688
	Iteration 59Q: 3 clusters Score -730859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -730860.312500 Penalty: 4325.429688
	Iteration 60F: 3 clusters Score -730860.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -730861.500000 Penalty: 4325.429688
	Iteration 61Q: 3 clusters Score -730861.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -730862.250000 Penalty: 4325.429688
	Iteration 62Q: 3 clusters Score -730862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -730862.625000 Penalty: 4325.429688
	Iteration 63Q: 3 clusters Score -730862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -730862.250000 Penalty: 4325.429688
	Iteration 64Q: 3 clusters Score -730862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -730862.125000 Penalty: 4325.429688
	Iteration 65Q: 3 clusters Score -730862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -730862.125000 Penalty: 4325.429688
	Iteration 66F: 3 clusters Score -730862.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Entering Unmasked Estep 
Score: -1876502.750000 Penalty: 2428.235107
	Iteration 0F: 2 clusters Score -1876503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1863762.750000 Penalty: 4856.470215
	Iteration 0F: 3 clusters Score -1863763 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1868257.375000 Penalty: 4856.470215
	Iteration 1F: 3 clusters Score -1868257 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1868824.250000 Penalty: 4856.470215
	Iteration 2F: 3 clusters Score -1868824 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1869347.625000 Penalty: 4856.470215
	Iteration 3F: 3 clusters Score -1869348 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1869911.875000 Penalty: 4856.470215
	Iteration 4F: 3 clusters Score -1869912 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1870504.500000 Penalty: 4856.470215
	Iteration 5F: 3 clusters Score -1870504 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1871086.125000 Penalty: 4856.470215
	Iteration 6F: 3 clusters Score -1871086 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1871611.625000 Penalty: 4856.470215
	Iteration 7Q: 3 clusters Score -1871612 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1872077.000000 Penalty: 4856.470215
	Iteration 8Q: 3 clusters Score -1872077 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1872464.250000 Penalty: 4856.470215
	Iteration 9Q: 3 clusters Score -1872464 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1872762.625000 Penalty: 4856.470215
	Iteration 10Q: 3 clusters Score -1872763 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1872988.750000 Penalty: 4856.470215
	Iteration 11Q: 3 clusters Score -1872989 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1873136.625000 Penalty: 4856.470215
	Iteration 12Q: 3 clusters Score -1873137 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1873255.000000 Penalty: 4856.470215
	Iteration 13Q: 3 clusters Score -1873255 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1873379.500000 Penalty: 4856.470215
	Iteration 14Q: 3 clusters Score -1873380 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1873482.625000 Penalty: 4856.470215
	Iteration 15Q: 3 clusters Score -1873483 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1873575.625000 Penalty: 4856.470215
	Iteration 16Q: 3 clusters Score -1873576 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1873657.750000 Penalty: 4856.470215
	Iteration 17Q: 3 clusters Score -1873658 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1873727.000000 Penalty: 4856.470215
	Iteration 18Q: 3 clusters Score -1873727 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1873788.625000 Penalty: 4856.470215
	Iteration 19Q: 3 clusters Score -1873789 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1873859.125000 Penalty: 4856.470215
	Iteration 20F: 3 clusters Score -1873859 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1873943.625000 Penalty: 4856.470215
	Iteration 21Q: 3 clusters Score -1873944 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1874021.750000 Penalty: 4856.470215
	Iteration 22Q: 3 clusters Score -1874022 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1874111.500000 Penalty: 4856.470215
	Iteration 23Q: 3 clusters Score -1874112 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1874197.750000 Penalty: 4856.470215
	Iteration 24Q: 3 clusters Score -1874198 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1874297.750000 Penalty: 4856.470215
	Iteration 25Q: 3 clusters Score -1874298 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1874381.875000 Penalty: 4856.470215
	Iteration 26Q: 3 clusters Score -1874382 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1874445.000000 Penalty: 4856.470215
	Iteration 27Q: 3 clusters Score -1874445 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1874502.250000 Penalty: 4856.470215
	Iteration 28Q: 3 clusters Score -1874502 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1874559.250000 Penalty: 4856.470215
	Iteration 29Q: 3 clusters Score -1874559 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1874580.750000 Penalty: 4856.470215
	Iteration 30Q: 3 clusters Score -1874581 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1874613.625000 Penalty: 4856.470215
	Iteration 31Q: 3 clusters Score -1874614 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1874637.375000 Penalty: 4856.470215
	Iteration 32Q: 3 clusters Score -1874637 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1874654.500000 Penalty: 4856.470215
	Iteration 33Q: 3 clusters Score -1874654 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1874679.375000 Penalty: 4856.470215
	Iteration 34Q: 3 clusters Score -1874679 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1874698.500000 Penalty: 4856.470215
	Iteration 35Q: 3 clusters Score -1874698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1874710.875000 Penalty: 4856.470215
	Iteration 36Q: 3 clusters Score -1874711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1874734.750000 Penalty: 4856.470215
	Iteration 37Q: 3 clusters Score -1874735 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1874742.125000 Penalty: 4856.470215
	Iteration 38Q: 3 clusters Score -1874742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1874755.625000 Penalty: 4856.470215
	Iteration 39Q: 3 clusters Score -1874756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1874765.125000 Penalty: 4856.470215
	Iteration 40F: 3 clusters Score -1874765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1874774.875000 Penalty: 4856.470215
	Iteration 41Q: 3 clusters Score -1874775 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1874779.375000 Penalty: 4856.470215
	Iteration 42Q: 3 clusters Score -1874779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1874795.000000 Penalty: 4856.470215
	Iteration 43Q: 3 clusters Score -1874795 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1874805.125000 Penalty: 4856.470215
	Iteration 44Q: 3 clusters Score -1874805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1874824.000000 Penalty: 4856.470215
	Iteration 45Q: 3 clusters Score -1874824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1874842.375000 Penalty: 4856.470215
	Iteration 46Q: 3 clusters Score -1874842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1874851.500000 Penalty: 4856.470215
	Iteration 47Q: 3 clusters Score -1874852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1874867.875000 Penalty: 4856.470215
	Iteration 48Q: 3 clusters Score -1874868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1874872.625000 Penalty: 4856.470215
	Iteration 49Q: 3 clusters Score -1874873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1874879.500000 Penalty: 4856.470215
	Iteration 50Q: 3 clusters Score -1874880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1874894.125000 Penalty: 4856.470215
	Iteration 51Q: 3 clusters Score -1874894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1874911.125000 Penalty: 4856.470215
	Iteration 52Q: 3 clusters Score -1874911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1874923.750000 Penalty: 4856.470215
	Iteration 53Q: 3 clusters Score -1874924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1874930.500000 Penalty: 4856.470215
	Iteration 54Q: 3 clusters Score -1874930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1874939.250000 Penalty: 4856.470215
	Iteration 55Q: 3 clusters Score -1874939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1874952.750000 Penalty: 4856.470215
	Iteration 56Q: 3 clusters Score -1874953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1874967.125000 Penalty: 4856.470215
	Iteration 57Q: 3 clusters Score -1874967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1874986.375000 Penalty: 4856.470215
	Iteration 58Q: 3 clusters Score -1874986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1875004.125000 Penalty: 4856.470215
	Iteration 59Q: 3 clusters Score -1875004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1875022.875000 Penalty: 4856.470215
	Iteration 60F: 3 clusters Score -1875023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1875043.000000 Penalty: 4856.470215
	Iteration 61Q: 3 clusters Score -1875043 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1875047.625000 Penalty: 4856.470215
	Iteration 62Q: 3 clusters Score -1875048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1875056.500000 Penalty: 4856.470215
	Iteration 63Q: 3 clusters Score -1875056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1875064.375000 Penalty: 4856.470215
	Iteration 64Q: 3 clusters Score -1875064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1875073.500000 Penalty: 4856.470215
	Iteration 65Q: 3 clusters Score -1875074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1875089.500000 Penalty: 4856.470215
	Iteration 66Q: 3 clusters Score -1875090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1875103.750000 Penalty: 4856.470215
	Iteration 67Q: 3 clusters Score -1875104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1875108.750000 Penalty: 4856.470215
	Iteration 68Q: 3 clusters Score -1875109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1875117.750000 Penalty: 4856.470215
	Iteration 69Q: 3 clusters Score -1875118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1875129.000000 Penalty: 4856.470215
	Iteration 70Q: 3 clusters Score -1875129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1875134.125000 Penalty: 4856.470215
	Iteration 71Q: 3 clusters Score -1875134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1875138.875000 Penalty: 4856.470215
	Iteration 72Q: 3 clusters Score -1875139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1875149.375000 Penalty: 4856.470215
	Iteration 73Q: 3 clusters Score -1875149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1875162.625000 Penalty: 4856.470215
	Iteration 74Q: 3 clusters Score -1875163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1875168.625000 Penalty: 4856.470215
	Iteration 75Q: 3 clusters Score -1875169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1875180.000000 Penalty: 4856.470215
	Iteration 76Q: 3 clusters Score -1875180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1875188.000000 Penalty: 4856.470215
	Iteration 77Q: 3 clusters Score -1875188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1875196.500000 Penalty: 4856.470215
	Iteration 78Q: 3 clusters Score -1875196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1875204.125000 Penalty: 4856.470215
	Iteration 79Q: 3 clusters Score -1875204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1875209.750000 Penalty: 4856.470215
	Iteration 80F: 3 clusters Score -1875210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1875215.375000 Penalty: 4856.470215
	Iteration 81Q: 3 clusters Score -1875215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1875220.125000 Penalty: 4856.470215
	Iteration 82Q: 3 clusters Score -1875220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1875229.000000 Penalty: 4856.470215
	Iteration 83Q: 3 clusters Score -1875229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1875237.625000 Penalty: 4856.470215
	Iteration 84Q: 3 clusters Score -1875238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1875238.000000 Penalty: 4856.470215
	Iteration 85Q: 3 clusters Score -1875238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1875239.625000 Penalty: 4856.470215
	Iteration 86Q: 3 clusters Score -1875240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1875248.000000 Penalty: 4856.470215
	Iteration 87Q: 3 clusters Score -1875248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1875259.125000 Penalty: 4856.470215
	Iteration 88Q: 3 clusters Score -1875259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1875270.750000 Penalty: 4856.470215
	Iteration 89Q: 3 clusters Score -1875271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1875280.625000 Penalty: 4856.470215
	Iteration 90Q: 3 clusters Score -1875281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1875285.000000 Penalty: 4856.470215
	Iteration 91Q: 3 clusters Score -1875285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1875289.500000 Penalty: 4856.470215
	Iteration 92Q: 3 clusters Score -1875290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1875290.000000 Penalty: 4856.470215
	Iteration 93Q: 3 clusters Score -1875290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1875294.250000 Penalty: 4856.470215
	Iteration 94Q: 3 clusters Score -1875294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1875296.625000 Penalty: 4856.470215
	Iteration 95Q: 3 clusters Score -1875297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1875298.250000 Penalty: 4856.470215
	Iteration 96Q: 3 clusters Score -1875298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1875297.750000 Penalty: 4856.470215
	Iteration 97Q: 3 clusters Score -1875298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1875297.750000 Penalty: 4856.470215
	Iteration 98F: 3 clusters Score -1875298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Entering Unmasked Estep 
Score: -1563804.125000 Penalty: 2354.310059
	Iteration 0F: 2 clusters Score -1563804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1554150.750000 Penalty: 4708.620117
	Iteration 0F: 3 clusters Score -1554151 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1557206.875000 Penalty: 4708.620117
	Iteration 1F: 3 clusters Score -1557207 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1557764.125000 Penalty: 4708.620117
	Iteration 2F: 3 clusters Score -1557764 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1558421.500000 Penalty: 4708.620117
	Iteration 3F: 3 clusters Score -1558422 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1559115.125000 Penalty: 4708.620117
	Iteration 4F: 3 clusters Score -1559115 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1559782.500000 Penalty: 4708.620117
	Iteration 5F: 3 clusters Score -1559782 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1560367.250000 Penalty: 4708.620117
	Iteration 6F: 3 clusters Score -1560367 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1560844.625000 Penalty: 4708.620117
	Iteration 7F: 3 clusters Score -1560845 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1561228.875000 Penalty: 4708.620117
	Iteration 8Q: 3 clusters Score -1561229 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1561555.750000 Penalty: 4708.620117
	Iteration 9Q: 3 clusters Score -1561556 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1561898.250000 Penalty: 4708.620117
	Iteration 10Q: 3 clusters Score -1561898 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1562233.750000 Penalty: 4708.620117
	Iteration 11Q: 3 clusters Score -1562234 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1562540.000000 Penalty: 4708.620117
	Iteration 12Q: 3 clusters Score -1562540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1562755.750000 Penalty: 4708.620117
	Iteration 13Q: 3 clusters Score -1562756 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1562925.875000 Penalty: 4708.620117
	Iteration 14Q: 3 clusters Score -1562926 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1563041.375000 Penalty: 4708.620117
	Iteration 15Q: 3 clusters Score -1563041 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1563126.125000 Penalty: 4708.620117
	Iteration 16Q: 3 clusters Score -1563126 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1563178.875000 Penalty: 4708.620117
	Iteration 17Q: 3 clusters Score -1563179 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1563206.875000 Penalty: 4708.620117
	Iteration 18Q: 3 clusters Score -1563207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1563230.000000 Penalty: 4708.620117
	Iteration 19Q: 3 clusters Score -1563230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1563248.500000 Penalty: 4708.620117
	Iteration 20F: 3 clusters Score -1563248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1563261.125000 Penalty: 4708.620117
	Iteration 21Q: 3 clusters Score -1563261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1563270.000000 Penalty: 4708.620117
	Iteration 22Q: 3 clusters Score -1563270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1563279.125000 Penalty: 4708.620117
	Iteration 23Q: 3 clusters Score -1563279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1563285.500000 Penalty: 4708.620117
	Iteration 24Q: 3 clusters Score -1563286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1563295.250000 Penalty: 4708.620117
	Iteration 25Q: 3 clusters Score -1563295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1563299.625000 Penalty: 4708.620117
	Iteration 26Q: 3 clusters Score -1563300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1563307.625000 Penalty: 4708.620117
	Iteration 27Q: 3 clusters Score -1563308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1563309.625000 Penalty: 4708.620117
	Iteration 28Q: 3 clusters Score -1563310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1563311.125000 Penalty: 4708.620117
	Iteration 29Q: 3 clusters Score -1563311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1563310.375000 Penalty: 4708.620117
	Iteration 30Q: 3 clusters Score -1563310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1563311.375000 Penalty: 4708.620117
	Iteration 31Q: 3 clusters Score -1563311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1563312.125000 Penalty: 4708.620117
	Iteration 32Q: 3 clusters Score -1563312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1563311.500000 Penalty: 4708.620117
	Iteration 33Q: 3 clusters Score -1563312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1563314.000000 Penalty: 4708.620117
	Iteration 34Q: 3 clusters Score -1563314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1563312.250000 Penalty: 4708.620117
	Iteration 35Q: 3 clusters Score -1563312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1563311.750000 Penalty: 4708.620117
	Iteration 36Q: 3 clusters Score -1563312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1563311.500000 Penalty: 4708.620117
	Iteration 37Q: 3 clusters Score -1563312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1563314.625000 Penalty: 4708.620117
	Iteration 38Q: 3 clusters Score -1563315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1563314.625000 Penalty: 4708.620117
	Iteration 39F: 3 clusters Score -1563315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -113712.070312 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113712.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112062.281250 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -112062.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112674.992188 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112675 nChanged 108
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: -113129.070312 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -113129.1 nChanged 62
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: -113351.015625 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -113351 nChanged 33
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: -113460.695312 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -113460.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -113506.515625 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -113506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113525.929688 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -113525.9 nChanged 9
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: -113579.351562 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -113579.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113636.500000 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -113636.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113695.039062 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -113695 nChanged 12
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: -113730.398438 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -113730.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113768.320312 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -113768.3 nChanged 17
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: -113883.429688 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -113883.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114078.632812 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -114078.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114279.531250 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -114279.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -114401.726562 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -114401.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114421.414062 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -114421.4 nChanged 1
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: -114426.179688 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -114426.2 nChanged 0
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: -114433.523438 Penalty: 3339.176514
	Iteration 18F: 3 clusters Score -114433.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114444.039062 Penalty: 3339.176514
	Iteration 19Q: 3 clusters Score -114444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -114450.000000 Penalty: 3339.176514
	Iteration 20F: 3 clusters Score -114450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114452.023438 Penalty: 3339.176514
	Iteration 21Q: 3 clusters Score -114452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114452.023438 Penalty: 3339.176514
	Iteration 22F: 3 clusters Score -114452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34390 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188065 members 
Mstep: Class 13 contains 187074 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52560 members 
Mstep: Class 27 contains 25777 members 
Mstep: Class 28 contains 56976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175722 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28108 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25710 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6383 members 
Mstep: Class 58 contains 1896 members 
Mstep: Class 59 contains 461 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2508 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11216 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
Score: -133753632.000000 Penalty: 249617.703125
Splitting cluster 22 changes total score from -133754656.000000 to -133753632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (43849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Entering Unmasked Estep 
Score: -5144871.000000 Penalty: 2650.749756
	Iteration 0F: 2 clusters Score -5144871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -5115289.500000 Penalty: 5301.499512
	Iteration 0F: 3 clusters Score -5115290 nChanged 20077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5126618.500000 Penalty: 5301.499512
	Iteration 1F: 3 clusters Score -5126618 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -5127547.000000 Penalty: 5301.499512
	Iteration 2F: 3 clusters Score -5127547 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -5128607.000000 Penalty: 5301.499512
	Iteration 3F: 3 clusters Score -5128607 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5129821.000000 Penalty: 5301.499512
	Iteration 4F: 3 clusters Score -5129821 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -5131238.500000 Penalty: 5301.499512
	Iteration 5F: 3 clusters Score -5131238 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5132813.000000 Penalty: 5301.499512
	Iteration 6F: 3 clusters Score -5132813 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -5134702.000000 Penalty: 5301.499512
	Iteration 7F: 3 clusters Score -5134702 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -5136815.500000 Penalty: 5301.499512
	Iteration 8F: 3 clusters Score -5136816 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -5138776.500000 Penalty: 5301.499512
	Iteration 9F: 3 clusters Score -5138776 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -5140178.500000 Penalty: 5301.499512
	Iteration 10Q: 3 clusters Score -5140178 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -5140975.500000 Penalty: 5301.499512
	Iteration 11Q: 3 clusters Score -5140976 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -5141422.000000 Penalty: 5301.499512
	Iteration 12Q: 3 clusters Score -5141422 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -5141719.000000 Penalty: 5301.499512
	Iteration 13Q: 3 clusters Score -5141719 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -5141972.000000 Penalty: 5301.499512
	Iteration 14Q: 3 clusters Score -5141972 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -5142126.500000 Penalty: 5301.499512
	Iteration 15Q: 3 clusters Score -5142126 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -5142249.500000 Penalty: 5301.499512
	Iteration 16Q: 3 clusters Score -5142250 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -5142343.500000 Penalty: 5301.499512
	Iteration 17Q: 3 clusters Score -5142344 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -5142412.500000 Penalty: 5301.499512
	Iteration 18Q: 3 clusters Score -5142412 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -5142476.000000 Penalty: 5301.499512
	Iteration 19Q: 3 clusters Score -5142476 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -5142531.500000 Penalty: 5301.499512
	Iteration 20F: 3 clusters Score -5142532 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -5142555.000000 Penalty: 5301.499512
	Iteration 21Q: 3 clusters Score -5142555 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -5142593.500000 Penalty: 5301.499512
	Iteration 22Q: 3 clusters Score -5142594 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -5142624.000000 Penalty: 5301.499512
	Iteration 23Q: 3 clusters Score -5142624 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -5142658.000000 Penalty: 5301.499512
	Iteration 24Q: 3 clusters Score -5142658 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -5142665.500000 Penalty: 5301.499512
	Iteration 25Q: 3 clusters Score -5142666 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -5142657.000000 Penalty: 5301.499512
	Iteration 26Q: 3 clusters Score -5142657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -5142709.000000 Penalty: 5301.499512
	Iteration 27Q: 3 clusters Score -5142709 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5142733.500000 Penalty: 5301.499512
	Iteration 28Q: 3 clusters Score -5142734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -5142765.500000 Penalty: 5301.499512
	Iteration 29Q: 3 clusters Score -5142766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5142760.500000 Penalty: 5301.499512
	Iteration 30Q: 3 clusters Score -5142760 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5142783.500000 Penalty: 5301.499512
	Iteration 31Q: 3 clusters Score -5142784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5142810.500000 Penalty: 5301.499512
	Iteration 32Q: 3 clusters Score -5142810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5142811.000000 Penalty: 5301.499512
	Iteration 33Q: 3 clusters Score -5142811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -5142814.000000 Penalty: 5301.499512
	Iteration 34Q: 3 clusters Score -5142814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -5142812.500000 Penalty: 5301.499512
	Iteration 35Q: 3 clusters Score -5142812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -5142842.000000 Penalty: 5301.499512
	Iteration 36Q: 3 clusters Score -5142842 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -5142852.500000 Penalty: 5301.499512
	Iteration 37Q: 3 clusters Score -5142852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5142860.000000 Penalty: 5301.499512
	Iteration 38Q: 3 clusters Score -5142860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5142882.500000 Penalty: 5301.499512
	Iteration 39Q: 3 clusters Score -5142882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -5142886.500000 Penalty: 5301.499512
	Iteration 40F: 3 clusters Score -5142886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5142894.500000 Penalty: 5301.499512
	Iteration 41Q: 3 clusters Score -5142894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5142909.000000 Penalty: 5301.499512
	Iteration 42Q: 3 clusters Score -5142909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -5142908.500000 Penalty: 5301.499512
	Iteration 43Q: 3 clusters Score -5142908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5142916.500000 Penalty: 5301.499512
	Iteration 44Q: 3 clusters Score -5142916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5142938.500000 Penalty: 5301.499512
	Iteration 45Q: 3 clusters Score -5142938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5142950.000000 Penalty: 5301.499512
	Iteration 46Q: 3 clusters Score -5142950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5142975.500000 Penalty: 5301.499512
	Iteration 47Q: 3 clusters Score -5142976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5143011.000000 Penalty: 5301.499512
	Iteration 48Q: 3 clusters Score -5143011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5143035.500000 Penalty: 5301.499512
	Iteration 49Q: 3 clusters Score -5143036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5143062.000000 Penalty: 5301.499512
	Iteration 50Q: 3 clusters Score -5143062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5143065.500000 Penalty: 5301.499512
	Iteration 51Q: 3 clusters Score -5143066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5143073.500000 Penalty: 5301.499512
	Iteration 52Q: 3 clusters Score -5143074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5143067.500000 Penalty: 5301.499512
	Iteration 53Q: 3 clusters Score -5143068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5143067.000000 Penalty: 5301.499512
	Iteration 54Q: 3 clusters Score -5143067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5143072.500000 Penalty: 5301.499512
	Iteration 55Q: 3 clusters Score -5143072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5143074.500000 Penalty: 5301.499512
	Iteration 56Q: 3 clusters Score -5143074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -5143080.500000 Penalty: 5301.499512
	Iteration 57Q: 3 clusters Score -5143080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -5143081.000000 Penalty: 5301.499512
	Iteration 58Q: 3 clusters Score -5143081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -5143086.500000 Penalty: 5301.499512
	Iteration 59Q: 3 clusters Score -5143086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5143078.500000 Penalty: 5301.499512
	Iteration 60F: 3 clusters Score -5143078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5143080.000000 Penalty: 5301.499512
	Iteration 61Q: 3 clusters Score -5143080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5143086.500000 Penalty: 5301.499512
	Iteration 62Q: 3 clusters Score -5143086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -5143088.000000 Penalty: 5301.499512
	Iteration 63Q: 3 clusters Score -5143088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5143082.000000 Penalty: 5301.499512
	Iteration 64Q: 3 clusters Score -5143082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5143093.000000 Penalty: 5301.499512
	Iteration 65Q: 3 clusters Score -5143093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5143089.000000 Penalty: 5301.499512
	Iteration 66Q: 3 clusters Score -5143089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5143090.500000 Penalty: 5301.499512
	Iteration 67Q: 3 clusters Score -5143090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5143088.500000 Penalty: 5301.499512
	Iteration 68Q: 3 clusters Score -5143088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -5143088.000000 Penalty: 5301.499512
	Iteration 69Q: 3 clusters Score -5143088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5143087.000000 Penalty: 5301.499512
	Iteration 70Q: 3 clusters Score -5143087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5143093.500000 Penalty: 5301.499512
	Iteration 71Q: 3 clusters Score -5143094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5143094.500000 Penalty: 5301.499512
	Iteration 72Q: 3 clusters Score -5143094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5143094.500000 Penalty: 5301.499512
	Iteration 73F: 3 clusters Score -5143094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -672259.437500 Penalty: 2149.883057
	Iteration 0F: 2 clusters Score -672259.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -667218.875000 Penalty: 4299.766113
	Iteration 0F: 3 clusters Score -667218.9 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -668496.625000 Penalty: 4299.766113
	Iteration 1F: 3 clusters Score -668496.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -668827.812500 Penalty: 4299.766113
	Iteration 2F: 3 clusters Score -668827.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -669121.187500 Penalty: 4299.766113
	Iteration 3F: 3 clusters Score -669121.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -669346.375000 Penalty: 4299.766113
	Iteration 4F: 3 clusters Score -669346.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -669575.875000 Penalty: 4299.766113
	Iteration 5F: 3 clusters Score -669575.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -669825.375000 Penalty: 4299.766113
	Iteration 6F: 3 clusters Score -669825.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -670093.000000 Penalty: 4299.766113
	Iteration 7Q: 3 clusters Score -670093 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -670389.750000 Penalty: 4299.766113
	Iteration 8F: 3 clusters Score -670389.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -670657.937500 Penalty: 4299.766113
	Iteration 9Q: 3 clusters Score -670657.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -670818.125000 Penalty: 4299.766113
	Iteration 10Q: 3 clusters Score -670818.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -670945.500000 Penalty: 4299.766113
	Iteration 11Q: 3 clusters Score -670945.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -671050.812500 Penalty: 4299.766113
	Iteration 12Q: 3 clusters Score -671050.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -671141.812500 Penalty: 4299.766113
	Iteration 13Q: 3 clusters Score -671141.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -671222.375000 Penalty: 4299.766113
	Iteration 14Q: 3 clusters Score -671222.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -671276.000000 Penalty: 4299.766113
	Iteration 15Q: 3 clusters Score -671276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -671326.125000 Penalty: 4299.766113
	Iteration 16Q: 3 clusters Score -671326.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -671356.062500 Penalty: 4299.766113
	Iteration 17Q: 3 clusters Score -671356.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -671378.625000 Penalty: 4299.766113
	Iteration 18Q: 3 clusters Score -671378.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -671390.062500 Penalty: 4299.766113
	Iteration 19Q: 3 clusters Score -671390.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -671402.625000 Penalty: 4299.766113
	Iteration 20F: 3 clusters Score -671402.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -671408.750000 Penalty: 4299.766113
	Iteration 21Q: 3 clusters Score -671408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -671412.125000 Penalty: 4299.766113
	Iteration 22Q: 3 clusters Score -671412.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -671414.562500 Penalty: 4299.766113
	Iteration 23Q: 3 clusters Score -671414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -671415.875000 Penalty: 4299.766113
	Iteration 24Q: 3 clusters Score -671415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -671414.375000 Penalty: 4299.766113
	Iteration 25Q: 3 clusters Score -671414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -671417.375000 Penalty: 4299.766113
	Iteration 26Q: 3 clusters Score -671417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -671418.125000 Penalty: 4299.766113
	Iteration 27Q: 3 clusters Score -671418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -671419.562500 Penalty: 4299.766113
	Iteration 28Q: 3 clusters Score -671419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -671421.125000 Penalty: 4299.766113
	Iteration 29Q: 3 clusters Score -671421.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -671422.937500 Penalty: 4299.766113
	Iteration 30Q: 3 clusters Score -671422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -671423.250000 Penalty: 4299.766113
	Iteration 31Q: 3 clusters Score -671423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -671423.500000 Penalty: 4299.766113
	Iteration 32Q: 3 clusters Score -671423.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -671423.437500 Penalty: 4299.766113
	Iteration 33Q: 3 clusters Score -671423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -671422.625000 Penalty: 4299.766113
	Iteration 34Q: 3 clusters Score -671422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -671423.937500 Penalty: 4299.766113
	Iteration 35Q: 3 clusters Score -671423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -671424.062500 Penalty: 4299.766113
	Iteration 36Q: 3 clusters Score -671424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -671424.062500 Penalty: 4299.766113
	Iteration 37Q: 3 clusters Score -671424.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -671424.062500 Penalty: 4299.766113
	Iteration 38F: 3 clusters Score -671424.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Entering Unmasked Estep 
Score: -1333530.000000 Penalty: 2319.643555
	Iteration 0F: 2 clusters Score -1333530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1324874.250000 Penalty: 4639.287109
	Iteration 0F: 3 clusters Score -1324874 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1327690.750000 Penalty: 4639.287109
	Iteration 1F: 3 clusters Score -1327691 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1328240.125000 Penalty: 4639.287109
	Iteration 2F: 3 clusters Score -1328240 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1328734.875000 Penalty: 4639.287109
	Iteration 3F: 3 clusters Score -1328735 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1329136.250000 Penalty: 4639.287109
	Iteration 4F: 3 clusters Score -1329136 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1329512.625000 Penalty: 4639.287109
	Iteration 5F: 3 clusters Score -1329513 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1329892.500000 Penalty: 4639.287109
	Iteration 6F: 3 clusters Score -1329892 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1330268.375000 Penalty: 4639.287109
	Iteration 7Q: 3 clusters Score -1330268 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1330670.875000 Penalty: 4639.287109
	Iteration 8Q: 3 clusters Score -1330671 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1331242.750000 Penalty: 4639.287109
	Iteration 9Q: 3 clusters Score -1331243 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1332087.500000 Penalty: 4639.287109
	Iteration 10F: 3 clusters Score -1332088 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1333108.625000 Penalty: 4639.287109
	Iteration 11F: 3 clusters Score -1333109 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1333849.250000 Penalty: 4639.287109
	Iteration 12Q: 3 clusters Score -1333849 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1334103.875000 Penalty: 4639.287109
	Iteration 13Q: 3 clusters Score -1334104 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1334189.000000 Penalty: 4639.287109
	Iteration 14Q: 3 clusters Score -1334189 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1334213.000000 Penalty: 4639.287109
	Iteration 15Q: 3 clusters Score -1334213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1334222.750000 Penalty: 4639.287109
	Iteration 16Q: 3 clusters Score -1334223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1334227.375000 Penalty: 4639.287109
	Iteration 17Q: 3 clusters Score -1334227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1334230.500000 Penalty: 4639.287109
	Iteration 18Q: 3 clusters Score -1334230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1334234.250000 Penalty: 4639.287109
	Iteration 19Q: 3 clusters Score -1334234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1334233.250000 Penalty: 4639.287109
	Iteration 20F: 3 clusters Score -1334233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1334235.500000 Penalty: 4639.287109
	Iteration 21Q: 3 clusters Score -1334236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1334235.500000 Penalty: 4639.287109
	Iteration 22F: 3 clusters Score -1334236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34390 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188065 members 
Mstep: Class 13 contains 187074 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 6405 members 
Mstep: Class 26 contains 52560 members 
Mstep: Class 27 contains 25777 members 
Mstep: Class 28 contains 56976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175722 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28108 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25710 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6383 members 
Mstep: Class 58 contains 1896 members 
Mstep: Class 59 contains 5133 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2508 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11216 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
Score: -133753840.000000 Penalty: 249617.703125
Splitting cluster 25 changes total score from -133754656.000000 to -133753840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (52560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Entering Unmasked Estep 
Score: -5639955.000000 Penalty: 2695.688232
	Iteration 0F: 2 clusters Score -5639955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -5604595.000000 Penalty: 5391.376465
	Iteration 0F: 3 clusters Score -5604595 nChanged 24430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -5618725.500000 Penalty: 5391.376465
	Iteration 1F: 3 clusters Score -5618726 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5619879.500000 Penalty: 5391.376465
	Iteration 2F: 3 clusters Score -5619880 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -5621199.500000 Penalty: 5391.376465
	Iteration 3F: 3 clusters Score -5621200 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5622636.000000 Penalty: 5391.376465
	Iteration 4F: 3 clusters Score -5622636 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5624296.500000 Penalty: 5391.376465
	Iteration 5F: 3 clusters Score -5624296 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -5626122.500000 Penalty: 5391.376465
	Iteration 6F: 3 clusters Score -5626122 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -5628266.000000 Penalty: 5391.376465
	Iteration 7F: 3 clusters Score -5628266 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -5630551.500000 Penalty: 5391.376465
	Iteration 8F: 3 clusters Score -5630552 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -5632632.000000 Penalty: 5391.376465
	Iteration 9F: 3 clusters Score -5632632 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -5634348.000000 Penalty: 5391.376465
	Iteration 10Q: 3 clusters Score -5634348 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -5635579.500000 Penalty: 5391.376465
	Iteration 11Q: 3 clusters Score -5635580 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5636366.000000 Penalty: 5391.376465
	Iteration 12Q: 3 clusters Score -5636366 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5636896.500000 Penalty: 5391.376465
	Iteration 13Q: 3 clusters Score -5636896 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5637225.500000 Penalty: 5391.376465
	Iteration 14Q: 3 clusters Score -5637226 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5637409.000000 Penalty: 5391.376465
	Iteration 15Q: 3 clusters Score -5637409 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5637516.000000 Penalty: 5391.376465
	Iteration 16Q: 3 clusters Score -5637516 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5637597.000000 Penalty: 5391.376465
	Iteration 17Q: 3 clusters Score -5637597 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5637671.000000 Penalty: 5391.376465
	Iteration 18Q: 3 clusters Score -5637671 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5637719.500000 Penalty: 5391.376465
	Iteration 19Q: 3 clusters Score -5637720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5637761.500000 Penalty: 5391.376465
	Iteration 20F: 3 clusters Score -5637762 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5637830.000000 Penalty: 5391.376465
	Iteration 21Q: 3 clusters Score -5637830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5637891.000000 Penalty: 5391.376465
	Iteration 22Q: 3 clusters Score -5637891 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5637961.500000 Penalty: 5391.376465
	Iteration 23Q: 3 clusters Score -5637962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5638005.500000 Penalty: 5391.376465
	Iteration 24Q: 3 clusters Score -5638006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5638041.500000 Penalty: 5391.376465
	Iteration 25Q: 3 clusters Score -5638042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5638049.000000 Penalty: 5391.376465
	Iteration 26Q: 3 clusters Score -5638049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5638066.000000 Penalty: 5391.376465
	Iteration 27Q: 3 clusters Score -5638066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5638084.500000 Penalty: 5391.376465
	Iteration 28Q: 3 clusters Score -5638084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5638104.500000 Penalty: 5391.376465
	Iteration 29Q: 3 clusters Score -5638104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5638140.000000 Penalty: 5391.376465
	Iteration 30Q: 3 clusters Score -5638140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5638158.000000 Penalty: 5391.376465
	Iteration 31Q: 3 clusters Score -5638158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5638168.500000 Penalty: 5391.376465
	Iteration 32Q: 3 clusters Score -5638168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5638173.000000 Penalty: 5391.376465
	Iteration 33Q: 3 clusters Score -5638173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5638173.000000 Penalty: 5391.376465
	Iteration 34Q: 3 clusters Score -5638173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5638177.000000 Penalty: 5391.376465
	Iteration 35Q: 3 clusters Score -5638177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5638173.500000 Penalty: 5391.376465
	Iteration 36Q: 3 clusters Score -5638174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5638179.000000 Penalty: 5391.376465
	Iteration 37Q: 3 clusters Score -5638179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5638187.500000 Penalty: 5391.376465
	Iteration 38Q: 3 clusters Score -5638188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5638184.500000 Penalty: 5391.376465
	Iteration 39Q: 3 clusters Score -5638184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5638188.500000 Penalty: 5391.376465
	Iteration 40F: 3 clusters Score -5638188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5638200.000000 Penalty: 5391.376465
	Iteration 41Q: 3 clusters Score -5638200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5638190.500000 Penalty: 5391.376465
	Iteration 42Q: 3 clusters Score -5638190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5638194.500000 Penalty: 5391.376465
	Iteration 43Q: 3 clusters Score -5638194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5638195.000000 Penalty: 5391.376465
	Iteration 44Q: 3 clusters Score -5638195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5638194.000000 Penalty: 5391.376465
	Iteration 45Q: 3 clusters Score -5638194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5638194.000000 Penalty: 5391.376465
	Iteration 46F: 3 clusters Score -5638194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Entering Unmasked Estep 
Score: -3015005.500000 Penalty: 2518.995117
	Iteration 0F: 2 clusters Score -3015006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2997236.250000 Penalty: 5037.990234
	Iteration 0F: 3 clusters Score -2997236 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3003331.250000 Penalty: 5037.990234
	Iteration 1F: 3 clusters Score -3003331 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3003756.000000 Penalty: 5037.990234
	Iteration 2Q: 3 clusters Score -3003756 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3004118.250000 Penalty: 5037.990234
	Iteration 3Q: 3 clusters Score -3004118 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3004407.000000 Penalty: 5037.990234
	Iteration 4Q: 3 clusters Score -3004407 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3004747.000000 Penalty: 5037.990234
	Iteration 5Q: 3 clusters Score -3004747 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3005070.250000 Penalty: 5037.990234
	Iteration 6Q: 3 clusters Score -3005070 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3005455.000000 Penalty: 5037.990234
	Iteration 7Q: 3 clusters Score -3005455 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -3006004.750000 Penalty: 5037.990234
	Iteration 8Q: 3 clusters Score -3006005 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3006679.750000 Penalty: 5037.990234
	Iteration 9Q: 3 clusters Score -3006680 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3007534.500000 Penalty: 5037.990234
	Iteration 10F: 3 clusters Score -3007534 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3008593.500000 Penalty: 5037.990234
	Iteration 11F: 3 clusters Score -3008594 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3009643.000000 Penalty: 5037.990234
	Iteration 12Q: 3 clusters Score -3009643 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3010490.250000 Penalty: 5037.990234
	Iteration 13Q: 3 clusters Score -3010490 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3011067.250000 Penalty: 5037.990234
	Iteration 14Q: 3 clusters Score -3011067 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3011506.750000 Penalty: 5037.990234
	Iteration 15Q: 3 clusters Score -3011507 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3011813.250000 Penalty: 5037.990234
	Iteration 16Q: 3 clusters Score -3011813 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3012077.250000 Penalty: 5037.990234
	Iteration 17Q: 3 clusters Score -3012077 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3012262.250000 Penalty: 5037.990234
	Iteration 18Q: 3 clusters Score -3012262 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3012394.500000 Penalty: 5037.990234
	Iteration 19Q: 3 clusters Score -3012394 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3012495.000000 Penalty: 5037.990234
	Iteration 20F: 3 clusters Score -3012495 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3012562.000000 Penalty: 5037.990234
	Iteration 21Q: 3 clusters Score -3012562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3012624.750000 Penalty: 5037.990234
	Iteration 22Q: 3 clusters Score -3012625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3012664.250000 Penalty: 5037.990234
	Iteration 23Q: 3 clusters Score -3012664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3012701.750000 Penalty: 5037.990234
	Iteration 24Q: 3 clusters Score -3012702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3012734.250000 Penalty: 5037.990234
	Iteration 25Q: 3 clusters Score -3012734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3012750.000000 Penalty: 5037.990234
	Iteration 26Q: 3 clusters Score -3012750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3012762.000000 Penalty: 5037.990234
	Iteration 27Q: 3 clusters Score -3012762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3012781.000000 Penalty: 5037.990234
	Iteration 28Q: 3 clusters Score -3012781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3012793.250000 Penalty: 5037.990234
	Iteration 29Q: 3 clusters Score -3012793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3012819.250000 Penalty: 5037.990234
	Iteration 30Q: 3 clusters Score -3012819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3012841.000000 Penalty: 5037.990234
	Iteration 31Q: 3 clusters Score -3012841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3012844.250000 Penalty: 5037.990234
	Iteration 32Q: 3 clusters Score -3012844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3012850.750000 Penalty: 5037.990234
	Iteration 33Q: 3 clusters Score -3012851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3012856.000000 Penalty: 5037.990234
	Iteration 34Q: 3 clusters Score -3012856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3012864.000000 Penalty: 5037.990234
	Iteration 35Q: 3 clusters Score -3012864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3012871.500000 Penalty: 5037.990234
	Iteration 36Q: 3 clusters Score -3012872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3012876.500000 Penalty: 5037.990234
	Iteration 37Q: 3 clusters Score -3012876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3012878.750000 Penalty: 5037.990234
	Iteration 38Q: 3 clusters Score -3012879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3012886.000000 Penalty: 5037.990234
	Iteration 39Q: 3 clusters Score -3012886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3012885.750000 Penalty: 5037.990234
	Iteration 40F: 3 clusters Score -3012886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3012892.500000 Penalty: 5037.990234
	Iteration 41Q: 3 clusters Score -3012892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3012895.000000 Penalty: 5037.990234
	Iteration 42Q: 3 clusters Score -3012895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3012895.000000 Penalty: 5037.990234
	Iteration 43Q: 3 clusters Score -3012895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3012894.000000 Penalty: 5037.990234
	Iteration 44Q: 3 clusters Score -3012894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3012893.500000 Penalty: 5037.990234
	Iteration 45Q: 3 clusters Score -3012894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3012894.000000 Penalty: 5037.990234
	Iteration 46Q: 3 clusters Score -3012894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3012897.000000 Penalty: 5037.990234
	Iteration 47Q: 3 clusters Score -3012897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3012897.000000 Penalty: 5037.990234
	Iteration 48Q: 3 clusters Score -3012897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3012901.000000 Penalty: 5037.990234
	Iteration 49Q: 3 clusters Score -3012901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3012902.250000 Penalty: 5037.990234
	Iteration 50Q: 3 clusters Score -3012902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3012903.250000 Penalty: 5037.990234
	Iteration 51Q: 3 clusters Score -3012903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3012906.000000 Penalty: 5037.990234
	Iteration 52Q: 3 clusters Score -3012906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3012902.750000 Penalty: 5037.990234
	Iteration 53Q: 3 clusters Score -3012903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3012902.750000 Penalty: 5037.990234
	Iteration 54F: 3 clusters Score -3012903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (56976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Entering Unmasked Estep 
Score: -6874687.000000 Penalty: 2715.695557
	Iteration 0F: 2 clusters Score -6874687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -6836522.500000 Penalty: 5431.391113
	Iteration 0F: 3 clusters Score -6836522 nChanged 26389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6850962.000000 Penalty: 5431.391113
	Iteration 1F: 3 clusters Score -6850962 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -6851625.500000 Penalty: 5431.391113
	Iteration 2Q: 3 clusters Score -6851626 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -6852486.000000 Penalty: 5431.391113
	Iteration 3Q: 3 clusters Score -6852486 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -6853999.000000 Penalty: 5431.391113
	Iteration 4F: 3 clusters Score -6853999 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -6856406.500000 Penalty: 5431.391113
	Iteration 5F: 3 clusters Score -6856406 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -6859901.000000 Penalty: 5431.391113
	Iteration 6F: 3 clusters Score -6859901 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -6863779.500000 Penalty: 5431.391113
	Iteration 7F: 3 clusters Score -6863780 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -6867286.500000 Penalty: 5431.391113
	Iteration 8F: 3 clusters Score -6867286 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -6869725.000000 Penalty: 5431.391113
	Iteration 9Q: 3 clusters Score -6869725 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6871153.500000 Penalty: 5431.391113
	Iteration 10Q: 3 clusters Score -6871154 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6871791.000000 Penalty: 5431.391113
	Iteration 11Q: 3 clusters Score -6871791 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6872073.000000 Penalty: 5431.391113
	Iteration 12Q: 3 clusters Score -6872073 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6872202.500000 Penalty: 5431.391113
	Iteration 13Q: 3 clusters Score -6872202 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6872294.000000 Penalty: 5431.391113
	Iteration 14Q: 3 clusters Score -6872294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6872360.000000 Penalty: 5431.391113
	Iteration 15Q: 3 clusters Score -6872360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6872389.000000 Penalty: 5431.391113
	Iteration 16Q: 3 clusters Score -6872389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6872426.000000 Penalty: 5431.391113
	Iteration 17Q: 3 clusters Score -6872426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6872440.500000 Penalty: 5431.391113
	Iteration 18Q: 3 clusters Score -6872440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6872461.500000 Penalty: 5431.391113
	Iteration 19Q: 3 clusters Score -6872462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6872467.000000 Penalty: 5431.391113
	Iteration 20F: 3 clusters Score -6872467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6872480.500000 Penalty: 5431.391113
	Iteration 21Q: 3 clusters Score -6872480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6872477.500000 Penalty: 5431.391113
	Iteration 22Q: 3 clusters Score -6872478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6872485.000000 Penalty: 5431.391113
	Iteration 23Q: 3 clusters Score -6872485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6872487.500000 Penalty: 5431.391113
	Iteration 24Q: 3 clusters Score -6872488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6872491.500000 Penalty: 5431.391113
	Iteration 25Q: 3 clusters Score -6872492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6872491.500000 Penalty: 5431.391113
	Iteration 26F: 3 clusters Score -6872492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -42887.574219 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -42887.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41756.308594 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -41756.31 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42036.964844 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -42036.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42147.746094 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -42147.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42198.175781 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -42198.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42239.238281 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -42239.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42281.769531 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -42281.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42314.496094 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -42314.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42361.820312 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -42361.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42404.058594 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -42404.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42426.558594 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -42426.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42504.492188 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -42504.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42549.226562 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -42549.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42554.886719 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -42554.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42557.359375 Penalty: 3016.780762
	Iteration 13Q: 3 clusters Score -42557.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42557.359375 Penalty: 3016.780762
	Iteration 14F: 3 clusters Score -42557.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -329078.468750 Penalty: 1921.511108
	Iteration 0F: 2 clusters Score -329078.5 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 1189 members 
Entering Unmasked Estep 
Score: -326335.406250 Penalty: 3843.022217
	Iteration 0F: 3 clusters Score -326335.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -327374.843750 Penalty: 3843.022217
	Iteration 1F: 3 clusters Score -327374.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -328060.687500 Penalty: 3843.022217
	Iteration 2F: 3 clusters Score -328060.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -328651.281250 Penalty: 3843.022217
	Iteration 3F: 3 clusters Score -328651.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -329234.531250 Penalty: 3843.022217
	Iteration 4F: 3 clusters Score -329234.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -329477.218750 Penalty: 3843.022217
	Iteration 5Q: 3 clusters Score -329477.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -329627.218750 Penalty: 3843.022217
	Iteration 6Q: 3 clusters Score -329627.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -329725.625000 Penalty: 3843.022217
	Iteration 7Q: 3 clusters Score -329725.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -329818.687500 Penalty: 3843.022217
	Iteration 8Q: 3 clusters Score -329818.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -329909.375000 Penalty: 3843.022217
	Iteration 9Q: 3 clusters Score -329909.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -329964.187500 Penalty: 3843.022217
	Iteration 10Q: 3 clusters Score -329964.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -329987.687500 Penalty: 3843.022217
	Iteration 11Q: 3 clusters Score -329987.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -330018.718750 Penalty: 3843.022217
	Iteration 12Q: 3 clusters Score -330018.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -330058.156250 Penalty: 3843.022217
	Iteration 13Q: 3 clusters Score -330058.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -330104.968750 Penalty: 3843.022217
	Iteration 14Q: 3 clusters Score -330105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -330195.593750 Penalty: 3843.022217
	Iteration 15Q: 3 clusters Score -330195.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -330271.593750 Penalty: 3843.022217
	Iteration 16Q: 3 clusters Score -330271.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -330293.656250 Penalty: 3843.022217
	Iteration 17Q: 3 clusters Score -330293.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -330305.093750 Penalty: 3843.022217
	Iteration 18Q: 3 clusters Score -330305.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -330320.156250 Penalty: 3843.022217
	Iteration 19Q: 3 clusters Score -330320.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -330333.437500 Penalty: 3843.022217
	Iteration 20F: 3 clusters Score -330333.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -330344.218750 Penalty: 3843.022217
	Iteration 21Q: 3 clusters Score -330344.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -330359.937500 Penalty: 3843.022217
	Iteration 22Q: 3 clusters Score -330359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -330374.937500 Penalty: 3843.022217
	Iteration 23Q: 3 clusters Score -330374.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -330389.718750 Penalty: 3843.022217
	Iteration 24Q: 3 clusters Score -330389.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -330428.843750 Penalty: 3843.022217
	Iteration 25Q: 3 clusters Score -330428.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -330460.437500 Penalty: 3843.022217
	Iteration 26Q: 3 clusters Score -330460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -330471.093750 Penalty: 3843.022217
	Iteration 27Q: 3 clusters Score -330471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -330478.343750 Penalty: 3843.022217
	Iteration 28Q: 3 clusters Score -330478.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -330483.656250 Penalty: 3843.022217
	Iteration 29Q: 3 clusters Score -330483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -330491.156250 Penalty: 3843.022217
	Iteration 30Q: 3 clusters Score -330491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -330494.312500 Penalty: 3843.022217
	Iteration 31Q: 3 clusters Score -330494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -330495.000000 Penalty: 3843.022217
	Iteration 32Q: 3 clusters Score -330495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -330495.000000 Penalty: 3843.022217
	Iteration 33F: 3 clusters Score -330495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34390 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188065 members 
Mstep: Class 13 contains 187074 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52560 members 
Mstep: Class 27 contains 25777 members 
Mstep: Class 28 contains 56976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 557 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175722 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28108 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25710 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6383 members 
Mstep: Class 58 contains 1896 members 
Mstep: Class 59 contains 1760 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2508 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11216 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
Score: -133754664.000000 Penalty: 249617.703125
Splitting cluster 30 changes total score from -133754656.000000 to -133754664.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 31 (10397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Entering Unmasked Estep 
Score: -1197415.250000 Penalty: 2293.819580
	Iteration 0F: 2 clusters Score -1197415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1189448.125000 Penalty: 4587.639160
	Iteration 0F: 3 clusters Score -1189448 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1191802.250000 Penalty: 4587.639160
	Iteration 1F: 3 clusters Score -1191802 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1192174.000000 Penalty: 4587.639160
	Iteration 2F: 3 clusters Score -1192174 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1192569.625000 Penalty: 4587.639160
	Iteration 3F: 3 clusters Score -1192570 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1193016.000000 Penalty: 4587.639160
	Iteration 4F: 3 clusters Score -1193016 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1193525.500000 Penalty: 4587.639160
	Iteration 5F: 3 clusters Score -1193526 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1194039.125000 Penalty: 4587.639160
	Iteration 6F: 3 clusters Score -1194039 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1194471.875000 Penalty: 4587.639160
	Iteration 7F: 3 clusters Score -1194472 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1194785.375000 Penalty: 4587.639160
	Iteration 8Q: 3 clusters Score -1194785 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1194998.750000 Penalty: 4587.639160
	Iteration 9Q: 3 clusters Score -1194999 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1195135.750000 Penalty: 4587.639160
	Iteration 10Q: 3 clusters Score -1195136 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1195239.375000 Penalty: 4587.639160
	Iteration 11Q: 3 clusters Score -1195239 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1195321.250000 Penalty: 4587.639160
	Iteration 12Q: 3 clusters Score -1195321 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1195381.625000 Penalty: 4587.639160
	Iteration 13Q: 3 clusters Score -1195382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1195447.000000 Penalty: 4587.639160
	Iteration 14Q: 3 clusters Score -1195447 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1195501.000000 Penalty: 4587.639160
	Iteration 15Q: 3 clusters Score -1195501 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1195543.750000 Penalty: 4587.639160
	Iteration 16Q: 3 clusters Score -1195544 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1195584.000000 Penalty: 4587.639160
	Iteration 17Q: 3 clusters Score -1195584 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1195619.250000 Penalty: 4587.639160
	Iteration 18Q: 3 clusters Score -1195619 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1195661.750000 Penalty: 4587.639160
	Iteration 19Q: 3 clusters Score -1195662 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1195714.750000 Penalty: 4587.639160
	Iteration 20F: 3 clusters Score -1195715 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1195773.750000 Penalty: 4587.639160
	Iteration 21Q: 3 clusters Score -1195774 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1195852.500000 Penalty: 4587.639160
	Iteration 22Q: 3 clusters Score -1195852 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1195949.250000 Penalty: 4587.639160
	Iteration 23Q: 3 clusters Score -1195949 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1196117.375000 Penalty: 4587.639160
	Iteration 24Q: 3 clusters Score -1196117 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1196364.750000 Penalty: 4587.639160
	Iteration 25Q: 3 clusters Score -1196365 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1196576.625000 Penalty: 4587.639160
	Iteration 26Q: 3 clusters Score -1196577 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1196697.000000 Penalty: 4587.639160
	Iteration 27Q: 3 clusters Score -1196697 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1196777.250000 Penalty: 4587.639160
	Iteration 28Q: 3 clusters Score -1196777 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1196815.250000 Penalty: 4587.639160
	Iteration 29Q: 3 clusters Score -1196815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1196847.500000 Penalty: 4587.639160
	Iteration 30Q: 3 clusters Score -1196848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1196869.250000 Penalty: 4587.639160
	Iteration 31Q: 3 clusters Score -1196869 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1196892.875000 Penalty: 4587.639160
	Iteration 32Q: 3 clusters Score -1196893 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1196919.000000 Penalty: 4587.639160
	Iteration 33Q: 3 clusters Score -1196919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1196951.500000 Penalty: 4587.639160
	Iteration 34Q: 3 clusters Score -1196952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1196971.000000 Penalty: 4587.639160
	Iteration 35Q: 3 clusters Score -1196971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1196991.125000 Penalty: 4587.639160
	Iteration 36Q: 3 clusters Score -1196991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1197006.875000 Penalty: 4587.639160
	Iteration 37Q: 3 clusters Score -1197007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1197013.375000 Penalty: 4587.639160
	Iteration 38Q: 3 clusters Score -1197013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1197022.375000 Penalty: 4587.639160
	Iteration 39Q: 3 clusters Score -1197022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1197037.625000 Penalty: 4587.639160
	Iteration 40F: 3 clusters Score -1197038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1197052.250000 Penalty: 4587.639160
	Iteration 41Q: 3 clusters Score -1197052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1197065.250000 Penalty: 4587.639160
	Iteration 42Q: 3 clusters Score -1197065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1197077.500000 Penalty: 4587.639160
	Iteration 43Q: 3 clusters Score -1197078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1197086.625000 Penalty: 4587.639160
	Iteration 44Q: 3 clusters Score -1197087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1197088.750000 Penalty: 4587.639160
	Iteration 45Q: 3 clusters Score -1197089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1197093.250000 Penalty: 4587.639160
	Iteration 46Q: 3 clusters Score -1197093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1197099.125000 Penalty: 4587.639160
	Iteration 47Q: 3 clusters Score -1197099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1197104.625000 Penalty: 4587.639160
	Iteration 48Q: 3 clusters Score -1197105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1197110.750000 Penalty: 4587.639160
	Iteration 49Q: 3 clusters Score -1197111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1197122.750000 Penalty: 4587.639160
	Iteration 50Q: 3 clusters Score -1197123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1197123.250000 Penalty: 4587.639160
	Iteration 51Q: 3 clusters Score -1197123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1197124.500000 Penalty: 4587.639160
	Iteration 52Q: 3 clusters Score -1197124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1197130.375000 Penalty: 4587.639160
	Iteration 53Q: 3 clusters Score -1197130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1197128.250000 Penalty: 4587.639160
	Iteration 54Q: 3 clusters Score -1197128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1197131.000000 Penalty: 4587.639160
	Iteration 55Q: 3 clusters Score -1197131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1197135.375000 Penalty: 4587.639160
	Iteration 56Q: 3 clusters Score -1197135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1197138.875000 Penalty: 4587.639160
	Iteration 57Q: 3 clusters Score -1197139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1197139.875000 Penalty: 4587.639160
	Iteration 58Q: 3 clusters Score -1197140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1197141.500000 Penalty: 4587.639160
	Iteration 59Q: 3 clusters Score -1197142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1197145.125000 Penalty: 4587.639160
	Iteration 60F: 3 clusters Score -1197145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1197146.875000 Penalty: 4587.639160
	Iteration 61Q: 3 clusters Score -1197147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1197149.750000 Penalty: 4587.639160
	Iteration 62Q: 3 clusters Score -1197150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1197151.750000 Penalty: 4587.639160
	Iteration 63Q: 3 clusters Score -1197152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1197151.625000 Penalty: 4587.639160
	Iteration 64Q: 3 clusters Score -1197152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1197157.125000 Penalty: 4587.639160
	Iteration 65Q: 3 clusters Score -1197157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1197158.375000 Penalty: 4587.639160
	Iteration 66Q: 3 clusters Score -1197158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1197157.875000 Penalty: 4587.639160
	Iteration 67Q: 3 clusters Score -1197158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1197161.125000 Penalty: 4587.639160
	Iteration 68Q: 3 clusters Score -1197161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1197163.500000 Penalty: 4587.639160
	Iteration 69Q: 3 clusters Score -1197164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1197164.375000 Penalty: 4587.639160
	Iteration 70Q: 3 clusters Score -1197164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1197168.875000 Penalty: 4587.639160
	Iteration 71Q: 3 clusters Score -1197169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1197171.625000 Penalty: 4587.639160
	Iteration 72Q: 3 clusters Score -1197172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1197170.250000 Penalty: 4587.639160
	Iteration 73Q: 3 clusters Score -1197170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1197174.000000 Penalty: 4587.639160
	Iteration 74Q: 3 clusters Score -1197174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1197173.125000 Penalty: 4587.639160
	Iteration 75Q: 3 clusters Score -1197173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1197173.875000 Penalty: 4587.639160
	Iteration 76Q: 3 clusters Score -1197174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1197171.125000 Penalty: 4587.639160
	Iteration 77Q: 3 clusters Score -1197171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1197173.125000 Penalty: 4587.639160
	Iteration 78Q: 3 clusters Score -1197173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1197173.125000 Penalty: 4587.639160
	Iteration 79F: 3 clusters Score -1197173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -555315.812500 Penalty: 2107.051025
	Iteration 0F: 2 clusters Score -555315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -550855.125000 Penalty: 4214.102051
	Iteration 0F: 3 clusters Score -550855.1 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -552088.875000 Penalty: 4214.102051
	Iteration 1F: 3 clusters Score -552088.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -552400.500000 Penalty: 4214.102051
	Iteration 2F: 3 clusters Score -552400.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -552640.187500 Penalty: 4214.102051
	Iteration 3F: 3 clusters Score -552640.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -552859.750000 Penalty: 4214.102051
	Iteration 4F: 3 clusters Score -552859.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -553059.437500 Penalty: 4214.102051
	Iteration 5Q: 3 clusters Score -553059.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -553265.000000 Penalty: 4214.102051
	Iteration 6Q: 3 clusters Score -553265 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -553421.562500 Penalty: 4214.102051
	Iteration 7Q: 3 clusters Score -553421.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -553532.250000 Penalty: 4214.102051
	Iteration 8Q: 3 clusters Score -553532.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -553613.812500 Penalty: 4214.102051
	Iteration 9Q: 3 clusters Score -553613.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -553694.000000 Penalty: 4214.102051
	Iteration 10Q: 3 clusters Score -553694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -553766.312500 Penalty: 4214.102051
	Iteration 11Q: 3 clusters Score -553766.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -553828.500000 Penalty: 4214.102051
	Iteration 12Q: 3 clusters Score -553828.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -553882.062500 Penalty: 4214.102051
	Iteration 13Q: 3 clusters Score -553882.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -553943.500000 Penalty: 4214.102051
	Iteration 14Q: 3 clusters Score -553943.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -553992.250000 Penalty: 4214.102051
	Iteration 15Q: 3 clusters Score -553992.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -554035.937500 Penalty: 4214.102051
	Iteration 16Q: 3 clusters Score -554035.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -554070.187500 Penalty: 4214.102051
	Iteration 17Q: 3 clusters Score -554070.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -554105.500000 Penalty: 4214.102051
	Iteration 18Q: 3 clusters Score -554105.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -554126.500000 Penalty: 4214.102051
	Iteration 19Q: 3 clusters Score -554126.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -554140.875000 Penalty: 4214.102051
	Iteration 20F: 3 clusters Score -554140.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -554156.500000 Penalty: 4214.102051
	Iteration 21Q: 3 clusters Score -554156.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -554168.875000 Penalty: 4214.102051
	Iteration 22Q: 3 clusters Score -554168.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -554174.500000 Penalty: 4214.102051
	Iteration 23Q: 3 clusters Score -554174.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -554178.125000 Penalty: 4214.102051
	Iteration 24Q: 3 clusters Score -554178.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -554182.812500 Penalty: 4214.102051
	Iteration 25Q: 3 clusters Score -554182.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -554191.125000 Penalty: 4214.102051
	Iteration 26Q: 3 clusters Score -554191.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -554196.437500 Penalty: 4214.102051
	Iteration 27Q: 3 clusters Score -554196.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -554202.375000 Penalty: 4214.102051
	Iteration 28Q: 3 clusters Score -554202.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -554206.437500 Penalty: 4214.102051
	Iteration 29Q: 3 clusters Score -554206.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -554212.437500 Penalty: 4214.102051
	Iteration 30Q: 3 clusters Score -554212.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -554214.937500 Penalty: 4214.102051
	Iteration 31Q: 3 clusters Score -554214.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -554219.687500 Penalty: 4214.102051
	Iteration 32Q: 3 clusters Score -554219.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -554220.750000 Penalty: 4214.102051
	Iteration 33Q: 3 clusters Score -554220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -554222.875000 Penalty: 4214.102051
	Iteration 34Q: 3 clusters Score -554222.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -554226.437500 Penalty: 4214.102051
	Iteration 35Q: 3 clusters Score -554226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -554227.125000 Penalty: 4214.102051
	Iteration 36Q: 3 clusters Score -554227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -554229.125000 Penalty: 4214.102051
	Iteration 37Q: 3 clusters Score -554229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -554230.562500 Penalty: 4214.102051
	Iteration 38Q: 3 clusters Score -554230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -554230.125000 Penalty: 4214.102051
	Iteration 39Q: 3 clusters Score -554230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -554230.562500 Penalty: 4214.102051
	Iteration 40F: 3 clusters Score -554230.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -554232.125000 Penalty: 4214.102051
	Iteration 41Q: 3 clusters Score -554232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -554234.687500 Penalty: 4214.102051
	Iteration 42Q: 3 clusters Score -554234.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -554242.062500 Penalty: 4214.102051
	Iteration 43Q: 3 clusters Score -554242.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -554250.500000 Penalty: 4214.102051
	Iteration 44Q: 3 clusters Score -554250.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -554261.812500 Penalty: 4214.102051
	Iteration 45Q: 3 clusters Score -554261.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -554272.875000 Penalty: 4214.102051
	Iteration 46Q: 3 clusters Score -554272.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -554279.875000 Penalty: 4214.102051
	Iteration 47Q: 3 clusters Score -554279.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -554286.312500 Penalty: 4214.102051
	Iteration 48Q: 3 clusters Score -554286.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -554294.875000 Penalty: 4214.102051
	Iteration 49Q: 3 clusters Score -554294.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -554306.062500 Penalty: 4214.102051
	Iteration 50Q: 3 clusters Score -554306.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -554313.687500 Penalty: 4214.102051
	Iteration 51Q: 3 clusters Score -554313.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -554331.687500 Penalty: 4214.102051
	Iteration 52Q: 3 clusters Score -554331.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -554351.687500 Penalty: 4214.102051
	Iteration 53Q: 3 clusters Score -554351.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -554380.812500 Penalty: 4214.102051
	Iteration 54Q: 3 clusters Score -554380.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -554435.875000 Penalty: 4214.102051
	Iteration 55Q: 3 clusters Score -554435.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -554481.125000 Penalty: 4214.102051
	Iteration 56Q: 3 clusters Score -554481.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -554520.562500 Penalty: 4214.102051
	Iteration 57Q: 3 clusters Score -554520.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -554540.187500 Penalty: 4214.102051
	Iteration 58Q: 3 clusters Score -554540.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -554549.500000 Penalty: 4214.102051
	Iteration 59Q: 3 clusters Score -554549.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -554553.937500 Penalty: 4214.102051
	Iteration 60F: 3 clusters Score -554553.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -554560.312500 Penalty: 4214.102051
	Iteration 61Q: 3 clusters Score -554560.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -554562.750000 Penalty: 4214.102051
	Iteration 62Q: 3 clusters Score -554562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -554565.062500 Penalty: 4214.102051
	Iteration 63Q: 3 clusters Score -554565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -554568.250000 Penalty: 4214.102051
	Iteration 64Q: 3 clusters Score -554568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -554569.750000 Penalty: 4214.102051
	Iteration 65Q: 3 clusters Score -554569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -554570.875000 Penalty: 4214.102051
	Iteration 66Q: 3 clusters Score -554570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -554571.625000 Penalty: 4214.102051
	Iteration 67Q: 3 clusters Score -554571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -554572.000000 Penalty: 4214.102051
	Iteration 68Q: 3 clusters Score -554572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -554572.000000 Penalty: 4214.102051
	Iteration 69F: 3 clusters Score -554572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (175722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175722 members 
Entering Unmasked Estep 
Score: -20713216.000000 Penalty: 2995.011230
	Iteration 0F: 2 clusters Score -2.071322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -20596692.000000 Penalty: 5990.022461
	Iteration 0F: 3 clusters Score -2.059669e+07 nChanged 84376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -20645660.000000 Penalty: 5990.022461
	Iteration 1F: 3 clusters Score -2.064566e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -20646836.000000 Penalty: 5990.022461
	Iteration 2Q: 3 clusters Score -2.064684e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -20648454.000000 Penalty: 5990.022461
	Iteration 3Q: 3 clusters Score -2.064845e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 98232 members 
Entering Unmasked Estep 
Score: -20650794.000000 Penalty: 5990.022461
	Iteration 4Q: 3 clusters Score -2.065079e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -20654072.000000 Penalty: 5990.022461
	Iteration 5Q: 3 clusters Score -2.065407e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 110917 members 
Entering Unmasked Estep 
Score: -20659144.000000 Penalty: 5990.022461
	Iteration 6F: 3 clusters Score -2.065914e+07 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 120719 members 
Entering Unmasked Estep 
Score: -20666536.000000 Penalty: 5990.022461
	Iteration 7F: 3 clusters Score -2.066654e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -20676096.000000 Penalty: 5990.022461
	Iteration 8F: 3 clusters Score -2.06761e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 144182 members 
Entering Unmasked Estep 
Score: -20686362.000000 Penalty: 5990.022461
	Iteration 9F: 3 clusters Score -2.068636e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 154455 members 
Entering Unmasked Estep 
Score: -20695088.000000 Penalty: 5990.022461
	Iteration 10F: 3 clusters Score -2.069509e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 162081 members 
Entering Unmasked Estep 
Score: -20701368.000000 Penalty: 5990.022461
	Iteration 11Q: 3 clusters Score -2.070137e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -20705402.000000 Penalty: 5990.022461
	Iteration 12Q: 3 clusters Score -2.07054e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 170490 members 
Entering Unmasked Estep 
Score: -20707782.000000 Penalty: 5990.022461
	Iteration 13Q: 3 clusters Score -2.070778e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 172472 members 
Entering Unmasked Estep 
Score: -20709110.000000 Penalty: 5990.022461
	Iteration 14Q: 3 clusters Score -2.070911e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 173613 members 
Entering Unmasked Estep 
Score: -20709872.000000 Penalty: 5990.022461
	Iteration 15Q: 3 clusters Score -2.070987e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 174240 members 
Entering Unmasked Estep 
Score: -20710198.000000 Penalty: 5990.022461
	Iteration 16Q: 3 clusters Score -2.07102e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 174572 members 
Entering Unmasked Estep 
Score: -20710418.000000 Penalty: 5990.022461
	Iteration 17Q: 3 clusters Score -2.071042e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 174764 members 
Entering Unmasked Estep 
Score: -20710534.000000 Penalty: 5990.022461
	Iteration 18Q: 3 clusters Score -2.071053e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -20710608.000000 Penalty: 5990.022461
	Iteration 19Q: 3 clusters Score -2.071061e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 174957 members 
Entering Unmasked Estep 
Score: -20710674.000000 Penalty: 5990.022461
	Iteration 20F: 3 clusters Score -2.071067e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 174996 members 
Entering Unmasked Estep 
Score: -20710676.000000 Penalty: 5990.022461
	Iteration 21Q: 3 clusters Score -2.071068e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 175024 members 
Entering Unmasked Estep 
Score: -20710702.000000 Penalty: 5990.022461
	Iteration 22Q: 3 clusters Score -2.07107e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 175051 members 
Entering Unmasked Estep 
Score: -20710712.000000 Penalty: 5990.022461
	Iteration 23Q: 3 clusters Score -2.071071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 175075 members 
Entering Unmasked Estep 
Score: -20710736.000000 Penalty: 5990.022461
	Iteration 24Q: 3 clusters Score -2.071074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 175096 members 
Entering Unmasked Estep 
Score: -20710738.000000 Penalty: 5990.022461
	Iteration 25Q: 3 clusters Score -2.071074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 175107 members 
Entering Unmasked Estep 
Score: -20710732.000000 Penalty: 5990.022461
	Iteration 26Q: 3 clusters Score -2.071073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 175116 members 
Entering Unmasked Estep 
Score: -20710742.000000 Penalty: 5990.022461
	Iteration 27Q: 3 clusters Score -2.071074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 175123 members 
Entering Unmasked Estep 
Score: -20710760.000000 Penalty: 5990.022461
	Iteration 28Q: 3 clusters Score -2.071076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 175128 members 
Entering Unmasked Estep 
Score: -20710754.000000 Penalty: 5990.022461
	Iteration 29Q: 3 clusters Score -2.071075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -20710752.000000 Penalty: 5990.022461
	Iteration 30Q: 3 clusters Score -2.071075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -20710760.000000 Penalty: 5990.022461
	Iteration 31Q: 3 clusters Score -2.071076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -20710762.000000 Penalty: 5990.022461
	Iteration 32Q: 3 clusters Score -2.071076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -20710762.000000 Penalty: 5990.022461
	Iteration 33F: 3 clusters Score -2.071076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Entering Unmasked Estep 
Score: -960667.437500 Penalty: 2234.948486
	Iteration 0F: 2 clusters Score -960667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -954155.250000 Penalty: 4469.896973
	Iteration 0F: 3 clusters Score -954155.2 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -956049.187500 Penalty: 4469.896973
	Iteration 1F: 3 clusters Score -956049.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -956340.812500 Penalty: 4469.896973
	Iteration 2F: 3 clusters Score -956340.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -956593.875000 Penalty: 4469.896973
	Iteration 3F: 3 clusters Score -956593.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -956870.375000 Penalty: 4469.896973
	Iteration 4F: 3 clusters Score -956870.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -957171.250000 Penalty: 4469.896973
	Iteration 5F: 3 clusters Score -957171.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -957547.875000 Penalty: 4469.896973
	Iteration 6F: 3 clusters Score -957547.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -957933.562500 Penalty: 4469.896973
	Iteration 7F: 3 clusters Score -957933.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -958225.375000 Penalty: 4469.896973
	Iteration 8F: 3 clusters Score -958225.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -958412.437500 Penalty: 4469.896973
	Iteration 9Q: 3 clusters Score -958412.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -958512.625000 Penalty: 4469.896973
	Iteration 10Q: 3 clusters Score -958512.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -958568.062500 Penalty: 4469.896973
	Iteration 11Q: 3 clusters Score -958568.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -958604.562500 Penalty: 4469.896973
	Iteration 12Q: 3 clusters Score -958604.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -958629.500000 Penalty: 4469.896973
	Iteration 13Q: 3 clusters Score -958629.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -958647.437500 Penalty: 4469.896973
	Iteration 14Q: 3 clusters Score -958647.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -958666.250000 Penalty: 4469.896973
	Iteration 15Q: 3 clusters Score -958666.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -958687.250000 Penalty: 4469.896973
	Iteration 16Q: 3 clusters Score -958687.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -958703.750000 Penalty: 4469.896973
	Iteration 17Q: 3 clusters Score -958703.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -958717.937500 Penalty: 4469.896973
	Iteration 18Q: 3 clusters Score -958717.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -958727.750000 Penalty: 4469.896973
	Iteration 19Q: 3 clusters Score -958727.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -958730.625000 Penalty: 4469.896973
	Iteration 20F: 3 clusters Score -958730.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -958737.812500 Penalty: 4469.896973
	Iteration 21Q: 3 clusters Score -958737.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -958743.937500 Penalty: 4469.896973
	Iteration 22Q: 3 clusters Score -958743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -958748.437500 Penalty: 4469.896973
	Iteration 23Q: 3 clusters Score -958748.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -958754.187500 Penalty: 4469.896973
	Iteration 24Q: 3 clusters Score -958754.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -958753.125000 Penalty: 4469.896973
	Iteration 25Q: 3 clusters Score -958753.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -958756.312500 Penalty: 4469.896973
	Iteration 26Q: 3 clusters Score -958756.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -958760.312500 Penalty: 4469.896973
	Iteration 27Q: 3 clusters Score -958760.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -958767.000000 Penalty: 4469.896973
	Iteration 28Q: 3 clusters Score -958767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -958770.500000 Penalty: 4469.896973
	Iteration 29Q: 3 clusters Score -958770.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -958772.437500 Penalty: 4469.896973
	Iteration 30Q: 3 clusters Score -958772.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -958775.000000 Penalty: 4469.896973
	Iteration 31Q: 3 clusters Score -958775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -958775.437500 Penalty: 4469.896973
	Iteration 32Q: 3 clusters Score -958775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -958777.062500 Penalty: 4469.896973
	Iteration 33Q: 3 clusters Score -958777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -958781.375000 Penalty: 4469.896973
	Iteration 34Q: 3 clusters Score -958781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -958782.812500 Penalty: 4469.896973
	Iteration 35Q: 3 clusters Score -958782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -958784.687500 Penalty: 4469.896973
	Iteration 36Q: 3 clusters Score -958784.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -958787.875000 Penalty: 4469.896973
	Iteration 37Q: 3 clusters Score -958787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -958788.937500 Penalty: 4469.896973
	Iteration 38Q: 3 clusters Score -958788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -958791.562500 Penalty: 4469.896973
	Iteration 39Q: 3 clusters Score -958791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -958792.625000 Penalty: 4469.896973
	Iteration 40F: 3 clusters Score -958792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -958792.312500 Penalty: 4469.896973
	Iteration 41Q: 3 clusters Score -958792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -958792.500000 Penalty: 4469.896973
	Iteration 42Q: 3 clusters Score -958792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -958794.875000 Penalty: 4469.896973
	Iteration 43Q: 3 clusters Score -958794.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -958797.000000 Penalty: 4469.896973
	Iteration 44Q: 3 clusters Score -958797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -958797.562500 Penalty: 4469.896973
	Iteration 45Q: 3 clusters Score -958797.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -958800.125000 Penalty: 4469.896973
	Iteration 46Q: 3 clusters Score -958800.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -958801.875000 Penalty: 4469.896973
	Iteration 47Q: 3 clusters Score -958801.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -958804.125000 Penalty: 4469.896973
	Iteration 48Q: 3 clusters Score -958804.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -958805.812500 Penalty: 4469.896973
	Iteration 49Q: 3 clusters Score -958805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -958806.687500 Penalty: 4469.896973
	Iteration 50Q: 3 clusters Score -958806.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -958807.250000 Penalty: 4469.896973
	Iteration 51Q: 3 clusters Score -958807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -958809.625000 Penalty: 4469.896973
	Iteration 52Q: 3 clusters Score -958809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -958810.000000 Penalty: 4469.896973
	Iteration 53Q: 3 clusters Score -958810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -958810.375000 Penalty: 4469.896973
	Iteration 54Q: 3 clusters Score -958810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -958810.812500 Penalty: 4469.896973
	Iteration 55Q: 3 clusters Score -958810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -958813.750000 Penalty: 4469.896973
	Iteration 56Q: 3 clusters Score -958813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -958811.875000 Penalty: 4469.896973
	Iteration 57Q: 3 clusters Score -958811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -958811.875000 Penalty: 4469.896973
	Iteration 58F: 3 clusters Score -958811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (42038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Entering Unmasked Estep 
Score: -4883753.000000 Penalty: 2640.289551
	Iteration 0F: 2 clusters Score -4883753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -4855086.500000 Penalty: 5280.579102
	Iteration 0F: 3 clusters Score -4855086 nChanged 19351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -4865905.000000 Penalty: 5280.579102
	Iteration 1F: 3 clusters Score -4865905 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -4866645.000000 Penalty: 5280.579102
	Iteration 2Q: 3 clusters Score -4866645 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4867756.000000 Penalty: 5280.579102
	Iteration 3F: 3 clusters Score -4867756 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -4869097.500000 Penalty: 5280.579102
	Iteration 4F: 3 clusters Score -4869098 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -4870767.500000 Penalty: 5280.579102
	Iteration 5F: 3 clusters Score -4870768 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -4872666.000000 Penalty: 5280.579102
	Iteration 6F: 3 clusters Score -4872666 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -4874458.000000 Penalty: 5280.579102
	Iteration 7F: 3 clusters Score -4874458 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -4876043.000000 Penalty: 5280.579102
	Iteration 8F: 3 clusters Score -4876043 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4877416.500000 Penalty: 5280.579102
	Iteration 9Q: 3 clusters Score -4877416 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4878404.500000 Penalty: 5280.579102
	Iteration 10Q: 3 clusters Score -4878404 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4879047.500000 Penalty: 5280.579102
	Iteration 11Q: 3 clusters Score -4879048 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4879384.000000 Penalty: 5280.579102
	Iteration 12Q: 3 clusters Score -4879384 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -4879632.500000 Penalty: 5280.579102
	Iteration 13Q: 3 clusters Score -4879632 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4879794.000000 Penalty: 5280.579102
	Iteration 14Q: 3 clusters Score -4879794 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4879987.500000 Penalty: 5280.579102
	Iteration 15Q: 3 clusters Score -4879988 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -4880116.500000 Penalty: 5280.579102
	Iteration 16Q: 3 clusters Score -4880116 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4880238.000000 Penalty: 5280.579102
	Iteration 17Q: 3 clusters Score -4880238 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4880392.000000 Penalty: 5280.579102
	Iteration 18Q: 3 clusters Score -4880392 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -4880503.500000 Penalty: 5280.579102
	Iteration 19Q: 3 clusters Score -4880504 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -4880603.500000 Penalty: 5280.579102
	Iteration 20F: 3 clusters Score -4880604 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4880705.500000 Penalty: 5280.579102
	Iteration 21Q: 3 clusters Score -4880706 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -4880760.500000 Penalty: 5280.579102
	Iteration 22Q: 3 clusters Score -4880760 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4880820.500000 Penalty: 5280.579102
	Iteration 23Q: 3 clusters Score -4880820 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -4880877.000000 Penalty: 5280.579102
	Iteration 24Q: 3 clusters Score -4880877 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -4880917.000000 Penalty: 5280.579102
	Iteration 25Q: 3 clusters Score -4880917 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -4880970.000000 Penalty: 5280.579102
	Iteration 26Q: 3 clusters Score -4880970 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4881018.000000 Penalty: 5280.579102
	Iteration 27Q: 3 clusters Score -4881018 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4881053.000000 Penalty: 5280.579102
	Iteration 28Q: 3 clusters Score -4881053 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4881074.000000 Penalty: 5280.579102
	Iteration 29Q: 3 clusters Score -4881074 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4881106.000000 Penalty: 5280.579102
	Iteration 30Q: 3 clusters Score -4881106 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -4881137.500000 Penalty: 5280.579102
	Iteration 31Q: 3 clusters Score -4881138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -4881169.500000 Penalty: 5280.579102
	Iteration 32Q: 3 clusters Score -4881170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -4881189.500000 Penalty: 5280.579102
	Iteration 33Q: 3 clusters Score -4881190 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4881235.000000 Penalty: 5280.579102
	Iteration 34Q: 3 clusters Score -4881235 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -4881257.500000 Penalty: 5280.579102
	Iteration 35Q: 3 clusters Score -4881258 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -4881300.500000 Penalty: 5280.579102
	Iteration 36Q: 3 clusters Score -4881300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -4881340.000000 Penalty: 5280.579102
	Iteration 37Q: 3 clusters Score -4881340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -4881358.500000 Penalty: 5280.579102
	Iteration 38Q: 3 clusters Score -4881358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -4881377.000000 Penalty: 5280.579102
	Iteration 39Q: 3 clusters Score -4881377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -4881393.500000 Penalty: 5280.579102
	Iteration 40F: 3 clusters Score -4881394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -4881399.500000 Penalty: 5280.579102
	Iteration 41Q: 3 clusters Score -4881400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -4881429.000000 Penalty: 5280.579102
	Iteration 42Q: 3 clusters Score -4881429 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -4881445.000000 Penalty: 5280.579102
	Iteration 43Q: 3 clusters Score -4881445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -4881454.000000 Penalty: 5280.579102
	Iteration 44Q: 3 clusters Score -4881454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -4881487.000000 Penalty: 5280.579102
	Iteration 45Q: 3 clusters Score -4881487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -4881499.500000 Penalty: 5280.579102
	Iteration 46Q: 3 clusters Score -4881500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -4881519.000000 Penalty: 5280.579102
	Iteration 47Q: 3 clusters Score -4881519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -4881512.500000 Penalty: 5280.579102
	Iteration 48Q: 3 clusters Score -4881512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -4881527.500000 Penalty: 5280.579102
	Iteration 49Q: 3 clusters Score -4881528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4881539.500000 Penalty: 5280.579102
	Iteration 50Q: 3 clusters Score -4881540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4881555.000000 Penalty: 5280.579102
	Iteration 51Q: 3 clusters Score -4881555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -4881569.000000 Penalty: 5280.579102
	Iteration 52Q: 3 clusters Score -4881569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -4881589.000000 Penalty: 5280.579102
	Iteration 53Q: 3 clusters Score -4881589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -4881606.000000 Penalty: 5280.579102
	Iteration 54Q: 3 clusters Score -4881606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -4881610.000000 Penalty: 5280.579102
	Iteration 55Q: 3 clusters Score -4881610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -4881620.500000 Penalty: 5280.579102
	Iteration 56Q: 3 clusters Score -4881620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -4881619.500000 Penalty: 5280.579102
	Iteration 57Q: 3 clusters Score -4881620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -4881626.500000 Penalty: 5280.579102
	Iteration 58Q: 3 clusters Score -4881626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -4881631.500000 Penalty: 5280.579102
	Iteration 59Q: 3 clusters Score -4881632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -4881629.500000 Penalty: 5280.579102
	Iteration 60F: 3 clusters Score -4881630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4881624.500000 Penalty: 5280.579102
	Iteration 61Q: 3 clusters Score -4881624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -4881624.500000 Penalty: 5280.579102
	Iteration 62Q: 3 clusters Score -4881624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -4881628.000000 Penalty: 5280.579102
	Iteration 63Q: 3 clusters Score -4881628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4881638.500000 Penalty: 5280.579102
	Iteration 64Q: 3 clusters Score -4881638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -4881635.000000 Penalty: 5280.579102
	Iteration 65Q: 3 clusters Score -4881635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -4881643.500000 Penalty: 5280.579102
	Iteration 66Q: 3 clusters Score -4881644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -4881638.000000 Penalty: 5280.579102
	Iteration 67Q: 3 clusters Score -4881638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -4881637.000000 Penalty: 5280.579102
	Iteration 68Q: 3 clusters Score -4881637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -4881640.500000 Penalty: 5280.579102
	Iteration 69Q: 3 clusters Score -4881640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -4881639.500000 Penalty: 5280.579102
	Iteration 70Q: 3 clusters Score -4881640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4881642.000000 Penalty: 5280.579102
	Iteration 71Q: 3 clusters Score -4881642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4881640.000000 Penalty: 5280.579102
	Iteration 72Q: 3 clusters Score -4881640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4881634.500000 Penalty: 5280.579102
	Iteration 73Q: 3 clusters Score -4881634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -4881636.500000 Penalty: 5280.579102
	Iteration 74Q: 3 clusters Score -4881636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -4881640.500000 Penalty: 5280.579102
	Iteration 75Q: 3 clusters Score -4881640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -4881645.000000 Penalty: 5280.579102
	Iteration 76Q: 3 clusters Score -4881645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -4881653.000000 Penalty: 5280.579102
	Iteration 77Q: 3 clusters Score -4881653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -4881651.500000 Penalty: 5280.579102
	Iteration 78Q: 3 clusters Score -4881652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -4881654.500000 Penalty: 5280.579102
	Iteration 79Q: 3 clusters Score -4881654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -4881661.500000 Penalty: 5280.579102
	Iteration 80F: 3 clusters Score -4881662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -4881658.000000 Penalty: 5280.579102
	Iteration 81Q: 3 clusters Score -4881658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -4881648.000000 Penalty: 5280.579102
	Iteration 82Q: 3 clusters Score -4881648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -4881647.000000 Penalty: 5280.579102
	Iteration 83Q: 3 clusters Score -4881647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -4881647.500000 Penalty: 5280.579102
	Iteration 84Q: 3 clusters Score -4881648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -4881652.500000 Penalty: 5280.579102
	Iteration 85Q: 3 clusters Score -4881652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -4881648.500000 Penalty: 5280.579102
	Iteration 86Q: 3 clusters Score -4881648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -4881648.500000 Penalty: 5280.579102
	Iteration 87F: 3 clusters Score -4881648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -599518.312500 Penalty: 2156.817383
	Iteration 0F: 2 clusters Score -599518.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -594459.562500 Penalty: 4313.634766
	Iteration 0F: 3 clusters Score -594459.6 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -595828.562500 Penalty: 4313.634766
	Iteration 1F: 3 clusters Score -595828.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -596141.375000 Penalty: 4313.634766
	Iteration 2F: 3 clusters Score -596141.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -596379.375000 Penalty: 4313.634766
	Iteration 3F: 3 clusters Score -596379.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -596607.500000 Penalty: 4313.634766
	Iteration 4F: 3 clusters Score -596607.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -596840.937500 Penalty: 4313.634766
	Iteration 5Q: 3 clusters Score -596840.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -597073.625000 Penalty: 4313.634766
	Iteration 6Q: 3 clusters Score -597073.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -597289.812500 Penalty: 4313.634766
	Iteration 7Q: 3 clusters Score -597289.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -597444.750000 Penalty: 4313.634766
	Iteration 8Q: 3 clusters Score -597444.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -597585.812500 Penalty: 4313.634766
	Iteration 9Q: 3 clusters Score -597585.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -597683.375000 Penalty: 4313.634766
	Iteration 10Q: 3 clusters Score -597683.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -597738.625000 Penalty: 4313.634766
	Iteration 11Q: 3 clusters Score -597738.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -597785.312500 Penalty: 4313.634766
	Iteration 12Q: 3 clusters Score -597785.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -597823.500000 Penalty: 4313.634766
	Iteration 13Q: 3 clusters Score -597823.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -597856.500000 Penalty: 4313.634766
	Iteration 14Q: 3 clusters Score -597856.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -597881.062500 Penalty: 4313.634766
	Iteration 15Q: 3 clusters Score -597881.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -597904.562500 Penalty: 4313.634766
	Iteration 16Q: 3 clusters Score -597904.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -597921.687500 Penalty: 4313.634766
	Iteration 17Q: 3 clusters Score -597921.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -597931.250000 Penalty: 4313.634766
	Iteration 18Q: 3 clusters Score -597931.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -597940.562500 Penalty: 4313.634766
	Iteration 19Q: 3 clusters Score -597940.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -597946.562500 Penalty: 4313.634766
	Iteration 20F: 3 clusters Score -597946.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -597951.812500 Penalty: 4313.634766
	Iteration 21Q: 3 clusters Score -597951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -597955.750000 Penalty: 4313.634766
	Iteration 22Q: 3 clusters Score -597955.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -597956.812500 Penalty: 4313.634766
	Iteration 23Q: 3 clusters Score -597956.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -597958.875000 Penalty: 4313.634766
	Iteration 24Q: 3 clusters Score -597958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -597961.187500 Penalty: 4313.634766
	Iteration 25Q: 3 clusters Score -597961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -597962.562500 Penalty: 4313.634766
	Iteration 26Q: 3 clusters Score -597962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -597961.875000 Penalty: 4313.634766
	Iteration 27Q: 3 clusters Score -597961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -597964.187500 Penalty: 4313.634766
	Iteration 28Q: 3 clusters Score -597964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -597964.250000 Penalty: 4313.634766
	Iteration 29Q: 3 clusters Score -597964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -597964.250000 Penalty: 4313.634766
	Iteration 30Q: 3 clusters Score -597964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -597964.500000 Penalty: 4313.634766
	Iteration 31Q: 3 clusters Score -597964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -597965.500000 Penalty: 4313.634766
	Iteration 32Q: 3 clusters Score -597965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -597966.750000 Penalty: 4313.634766
	Iteration 33Q: 3 clusters Score -597966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -597968.000000 Penalty: 4313.634766
	Iteration 34Q: 3 clusters Score -597968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -597969.375000 Penalty: 4313.634766
	Iteration 35Q: 3 clusters Score -597969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -597971.375000 Penalty: 4313.634766
	Iteration 36Q: 3 clusters Score -597971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -597972.125000 Penalty: 4313.634766
	Iteration 37Q: 3 clusters Score -597972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -597975.687500 Penalty: 4313.634766
	Iteration 38Q: 3 clusters Score -597975.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -597978.750000 Penalty: 4313.634766
	Iteration 39Q: 3 clusters Score -597978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -597977.000000 Penalty: 4313.634766
	Iteration 40F: 3 clusters Score -597977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -597976.187500 Penalty: 4313.634766
	Iteration 41Q: 3 clusters Score -597976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -597975.437500 Penalty: 4313.634766
	Iteration 42Q: 3 clusters Score -597975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -597975.437500 Penalty: 4313.634766
	Iteration 43F: 3 clusters Score -597975.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -78514.148438 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -78514.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76978.859375 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -76978.86 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77266.125000 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -77266.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77460.351562 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -77460.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77551.085938 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -77551.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -77614.882812 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -77614.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77669.062500 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -77669.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77713.531250 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -77713.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -77753.656250 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -77753.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -77851.500000 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -77851.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -77941.804688 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -77941.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -78039.968750 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -78039.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -78066.718750 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -78066.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -78086.210938 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -78086.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -78098.539062 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -78098.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -78101.718750 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -78101.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -78107.492188 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -78107.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -78114.117188 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -78114.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -78116.078125 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -78116.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -78118.976562 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -78118.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -78125.171875 Penalty: 3191.535156
	Iteration 19Q: 3 clusters Score -78125.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -78133.023438 Penalty: 3191.535156
	Iteration 20F: 3 clusters Score -78133.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -78160.523438 Penalty: 3191.535156
	Iteration 21Q: 3 clusters Score -78160.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -78173.937500 Penalty: 3191.535156
	Iteration 22Q: 3 clusters Score -78173.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -78175.984375 Penalty: 3191.535156
	Iteration 23Q: 3 clusters Score -78175.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -78188.117188 Penalty: 3191.535156
	Iteration 24Q: 3 clusters Score -78188.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -78214.210938 Penalty: 3191.535156
	Iteration 25Q: 3 clusters Score -78214.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78216.882812 Penalty: 3191.535156
	Iteration 26Q: 3 clusters Score -78216.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -78229.859375 Penalty: 3191.535156
	Iteration 27Q: 3 clusters Score -78229.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78241.070312 Penalty: 3191.535156
	Iteration 28Q: 3 clusters Score -78241.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -78245.062500 Penalty: 3191.535156
	Iteration 29Q: 3 clusters Score -78245.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -78250.265625 Penalty: 3191.535156
	Iteration 30Q: 3 clusters Score -78250.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78251.335938 Penalty: 3191.535156
	Iteration 31Q: 3 clusters Score -78251.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -78254.476562 Penalty: 3191.535156
	Iteration 32Q: 3 clusters Score -78254.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -78257.476562 Penalty: 3191.535156
	Iteration 33F: 3 clusters Score -78257.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78278.429688 Penalty: 3191.535156
	Iteration 34Q: 3 clusters Score -78278.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -78307.585938 Penalty: 3191.535156
	Iteration 35Q: 3 clusters Score -78307.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -78323.210938 Penalty: 3191.535156
	Iteration 36Q: 3 clusters Score -78323.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -78341.000000 Penalty: 3191.535156
	Iteration 37Q: 3 clusters Score -78341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -78395.820312 Penalty: 3191.535156
	Iteration 38Q: 3 clusters Score -78395.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -78514.593750 Penalty: 3191.535156
	Iteration 39Q: 3 clusters Score -78514.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -78683.906250 Penalty: 3191.535156
	Iteration 40F: 3 clusters Score -78683.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78841.648438 Penalty: 3191.535156
	Iteration 41Q: 3 clusters Score -78841.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78936.968750 Penalty: 3191.535156
	Iteration 42Q: 3 clusters Score -78936.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78985.390625 Penalty: 3191.535156
	Iteration 43Q: 3 clusters Score -78985.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78999.789062 Penalty: 3191.535156
	Iteration 44Q: 3 clusters Score -78999.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79003.984375 Penalty: 3191.535156
	Iteration 45Q: 3 clusters Score -79003.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79003.984375 Penalty: 3191.535156
	Iteration 46F: 3 clusters Score -79003.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34390 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188065 members 
Mstep: Class 13 contains 187074 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52560 members 
Mstep: Class 27 contains 25777 members 
Mstep: Class 28 contains 56976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 557 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175722 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28108 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25710 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6383 members 
Mstep: Class 58 contains 1896 members 
Mstep: Class 59 contains 1760 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2508 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11216 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 252 members 
Entering Unmasked Estep 
Score: -133753048.000000 Penalty: 253084.625000
Splitting cluster 37 changes total score from -133754656.000000 to -133753048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -643030.625000 Penalty: 2138.368408
	Iteration 0F: 2 clusters Score -643030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -638132.750000 Penalty: 4276.736816
	Iteration 0F: 3 clusters Score -638132.8 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -639408.937500 Penalty: 4276.736816
	Iteration 1F: 3 clusters Score -639408.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -639730.062500 Penalty: 4276.736816
	Iteration 2F: 3 clusters Score -639730.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -639970.812500 Penalty: 4276.736816
	Iteration 3F: 3 clusters Score -639970.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -640172.875000 Penalty: 4276.736816
	Iteration 4F: 3 clusters Score -640172.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -640370.500000 Penalty: 4276.736816
	Iteration 5F: 3 clusters Score -640370.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -640578.375000 Penalty: 4276.736816
	Iteration 6Q: 3 clusters Score -640578.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -640778.187500 Penalty: 4276.736816
	Iteration 7Q: 3 clusters Score -640778.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -640969.375000 Penalty: 4276.736816
	Iteration 8Q: 3 clusters Score -640969.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -641114.375000 Penalty: 4276.736816
	Iteration 9Q: 3 clusters Score -641114.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -641197.562500 Penalty: 4276.736816
	Iteration 10Q: 3 clusters Score -641197.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -641247.437500 Penalty: 4276.736816
	Iteration 11Q: 3 clusters Score -641247.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -641289.437500 Penalty: 4276.736816
	Iteration 12Q: 3 clusters Score -641289.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -641323.312500 Penalty: 4276.736816
	Iteration 13Q: 3 clusters Score -641323.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -641346.625000 Penalty: 4276.736816
	Iteration 14Q: 3 clusters Score -641346.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -641360.312500 Penalty: 4276.736816
	Iteration 15Q: 3 clusters Score -641360.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -641370.500000 Penalty: 4276.736816
	Iteration 16Q: 3 clusters Score -641370.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -641376.187500 Penalty: 4276.736816
	Iteration 17Q: 3 clusters Score -641376.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -641380.625000 Penalty: 4276.736816
	Iteration 18Q: 3 clusters Score -641380.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -641383.937500 Penalty: 4276.736816
	Iteration 19Q: 3 clusters Score -641383.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -641390.375000 Penalty: 4276.736816
	Iteration 20F: 3 clusters Score -641390.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -641395.625000 Penalty: 4276.736816
	Iteration 21Q: 3 clusters Score -641395.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -641400.562500 Penalty: 4276.736816
	Iteration 22Q: 3 clusters Score -641400.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -641406.125000 Penalty: 4276.736816
	Iteration 23Q: 3 clusters Score -641406.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -641412.312500 Penalty: 4276.736816
	Iteration 24Q: 3 clusters Score -641412.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -641415.000000 Penalty: 4276.736816
	Iteration 25Q: 3 clusters Score -641415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -641420.625000 Penalty: 4276.736816
	Iteration 26Q: 3 clusters Score -641420.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -641426.812500 Penalty: 4276.736816
	Iteration 27Q: 3 clusters Score -641426.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -641433.437500 Penalty: 4276.736816
	Iteration 28Q: 3 clusters Score -641433.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -641436.687500 Penalty: 4276.736816
	Iteration 29Q: 3 clusters Score -641436.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -641440.000000 Penalty: 4276.736816
	Iteration 30Q: 3 clusters Score -641440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -641443.375000 Penalty: 4276.736816
	Iteration 31Q: 3 clusters Score -641443.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -641448.187500 Penalty: 4276.736816
	Iteration 32Q: 3 clusters Score -641448.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -641451.187500 Penalty: 4276.736816
	Iteration 33Q: 3 clusters Score -641451.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -641453.875000 Penalty: 4276.736816
	Iteration 34Q: 3 clusters Score -641453.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -641456.000000 Penalty: 4276.736816
	Iteration 35Q: 3 clusters Score -641456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -641458.750000 Penalty: 4276.736816
	Iteration 36Q: 3 clusters Score -641458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -641460.312500 Penalty: 4276.736816
	Iteration 37Q: 3 clusters Score -641460.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -641463.062500 Penalty: 4276.736816
	Iteration 38Q: 3 clusters Score -641463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -641463.562500 Penalty: 4276.736816
	Iteration 39Q: 3 clusters Score -641463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -641464.812500 Penalty: 4276.736816
	Iteration 40F: 3 clusters Score -641464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -641465.437500 Penalty: 4276.736816
	Iteration 41Q: 3 clusters Score -641465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -641467.312500 Penalty: 4276.736816
	Iteration 42Q: 3 clusters Score -641467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -641466.437500 Penalty: 4276.736816
	Iteration 43Q: 3 clusters Score -641466.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -641466.437500 Penalty: 4276.736816
	Iteration 44F: 3 clusters Score -641466.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Entering Unmasked Estep 
Score: -330512.625000 Penalty: 1972.771362
	Iteration 0F: 2 clusters Score -330512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -327358.156250 Penalty: 3945.542725
	Iteration 0F: 3 clusters Score -327358.2 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -328010.500000 Penalty: 3945.542725
	Iteration 1F: 3 clusters Score -328010.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -328160.437500 Penalty: 3945.542725
	Iteration 2F: 3 clusters Score -328160.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -328235.906250 Penalty: 3945.542725
	Iteration 3Q: 3 clusters Score -328235.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -328291.750000 Penalty: 3945.542725
	Iteration 4Q: 3 clusters Score -328291.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -328355.437500 Penalty: 3945.542725
	Iteration 5Q: 3 clusters Score -328355.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -328420.750000 Penalty: 3945.542725
	Iteration 6Q: 3 clusters Score -328420.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -328471.218750 Penalty: 3945.542725
	Iteration 7Q: 3 clusters Score -328471.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -328521.625000 Penalty: 3945.542725
	Iteration 8Q: 3 clusters Score -328521.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -328564.656250 Penalty: 3945.542725
	Iteration 9Q: 3 clusters Score -328564.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -328589.968750 Penalty: 3945.542725
	Iteration 10Q: 3 clusters Score -328590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -328616.250000 Penalty: 3945.542725
	Iteration 11Q: 3 clusters Score -328616.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -328638.625000 Penalty: 3945.542725
	Iteration 12Q: 3 clusters Score -328638.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -328662.062500 Penalty: 3945.542725
	Iteration 13Q: 3 clusters Score -328662.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -328677.875000 Penalty: 3945.542725
	Iteration 14Q: 3 clusters Score -328677.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -328697.281250 Penalty: 3945.542725
	Iteration 15Q: 3 clusters Score -328697.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -328711.500000 Penalty: 3945.542725
	Iteration 16Q: 3 clusters Score -328711.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -328725.468750 Penalty: 3945.542725
	Iteration 17Q: 3 clusters Score -328725.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -328738.062500 Penalty: 3945.542725
	Iteration 18Q: 3 clusters Score -328738.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -328750.625000 Penalty: 3945.542725
	Iteration 19Q: 3 clusters Score -328750.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -328761.781250 Penalty: 3945.542725
	Iteration 20F: 3 clusters Score -328761.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -328769.781250 Penalty: 3945.542725
	Iteration 21Q: 3 clusters Score -328769.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -328778.687500 Penalty: 3945.542725
	Iteration 22Q: 3 clusters Score -328778.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -328786.625000 Penalty: 3945.542725
	Iteration 23Q: 3 clusters Score -328786.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -328795.156250 Penalty: 3945.542725
	Iteration 24Q: 3 clusters Score -328795.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -328809.843750 Penalty: 3945.542725
	Iteration 25Q: 3 clusters Score -328809.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -328818.812500 Penalty: 3945.542725
	Iteration 26Q: 3 clusters Score -328818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -328822.062500 Penalty: 3945.542725
	Iteration 27Q: 3 clusters Score -328822.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -328835.218750 Penalty: 3945.542725
	Iteration 28Q: 3 clusters Score -328835.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -328848.093750 Penalty: 3945.542725
	Iteration 29Q: 3 clusters Score -328848.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -328856.812500 Penalty: 3945.542725
	Iteration 30Q: 3 clusters Score -328856.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -328862.781250 Penalty: 3945.542725
	Iteration 31Q: 3 clusters Score -328862.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -328871.187500 Penalty: 3945.542725
	Iteration 32Q: 3 clusters Score -328871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -328876.375000 Penalty: 3945.542725
	Iteration 33Q: 3 clusters Score -328876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -328880.375000 Penalty: 3945.542725
	Iteration 34Q: 3 clusters Score -328880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -328882.500000 Penalty: 3945.542725
	Iteration 35Q: 3 clusters Score -328882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -328884.937500 Penalty: 3945.542725
	Iteration 36Q: 3 clusters Score -328884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -328887.968750 Penalty: 3945.542725
	Iteration 37Q: 3 clusters Score -328888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -328890.562500 Penalty: 3945.542725
	Iteration 38Q: 3 clusters Score -328890.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -328893.906250 Penalty: 3945.542725
	Iteration 39Q: 3 clusters Score -328893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -328897.750000 Penalty: 3945.542725
	Iteration 40F: 3 clusters Score -328897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -328899.468750 Penalty: 3945.542725
	Iteration 41Q: 3 clusters Score -328899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -328901.375000 Penalty: 3945.542725
	Iteration 42Q: 3 clusters Score -328901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -328902.406250 Penalty: 3945.542725
	Iteration 43Q: 3 clusters Score -328902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -328903.781250 Penalty: 3945.542725
	Iteration 44Q: 3 clusters Score -328903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -328908.312500 Penalty: 3945.542725
	Iteration 45Q: 3 clusters Score -328908.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -328910.750000 Penalty: 3945.542725
	Iteration 46Q: 3 clusters Score -328910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -328912.562500 Penalty: 3945.542725
	Iteration 47Q: 3 clusters Score -328912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -328914.218750 Penalty: 3945.542725
	Iteration 48Q: 3 clusters Score -328914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -328916.656250 Penalty: 3945.542725
	Iteration 49Q: 3 clusters Score -328916.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -328919.750000 Penalty: 3945.542725
	Iteration 50Q: 3 clusters Score -328919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -328920.593750 Penalty: 3945.542725
	Iteration 51Q: 3 clusters Score -328920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -328922.687500 Penalty: 3945.542725
	Iteration 52Q: 3 clusters Score -328922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -328922.968750 Penalty: 3945.542725
	Iteration 53Q: 3 clusters Score -328923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -328924.125000 Penalty: 3945.542725
	Iteration 54Q: 3 clusters Score -328924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -328925.031250 Penalty: 3945.542725
	Iteration 55Q: 3 clusters Score -328925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -328924.343750 Penalty: 3945.542725
	Iteration 56Q: 3 clusters Score -328924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -328924.343750 Penalty: 3945.542725
	Iteration 57F: 3 clusters Score -328924.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -266618.812500 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -266618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -263890.468750 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -263890.5 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -264433.812500 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -264433.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -264619.312500 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -264619.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -264707.500000 Penalty: 3835.037598
	Iteration 3F: 3 clusters Score -264707.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -264750.343750 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -264750.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -264777.218750 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -264777.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -264804.812500 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -264804.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -264825.406250 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -264825.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -264843.625000 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -264843.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -264853.937500 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -264853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -264860.406250 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -264860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -264862.500000 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -264862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -264865.312500 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -264865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -264868.187500 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -264868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -264868.187500 Penalty: 3835.037598
	Iteration 14F: 3 clusters Score -264868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -1140512.375000 Penalty: 2281.396240
	Iteration 0F: 2 clusters Score -1140512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1132915.875000 Penalty: 4562.792480
	Iteration 0F: 3 clusters Score -1132916 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1135046.375000 Penalty: 4562.792480
	Iteration 1F: 3 clusters Score -1135046 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1135310.875000 Penalty: 4562.792480
	Iteration 2F: 3 clusters Score -1135311 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1135546.625000 Penalty: 4562.792480
	Iteration 3F: 3 clusters Score -1135547 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1135731.625000 Penalty: 4562.792480
	Iteration 4Q: 3 clusters Score -1135732 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1135908.500000 Penalty: 4562.792480
	Iteration 5Q: 3 clusters Score -1135908 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1136076.000000 Penalty: 4562.792480
	Iteration 6Q: 3 clusters Score -1136076 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1136250.500000 Penalty: 4562.792480
	Iteration 7Q: 3 clusters Score -1136250 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1136438.250000 Penalty: 4562.792480
	Iteration 8Q: 3 clusters Score -1136438 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1136652.125000 Penalty: 4562.792480
	Iteration 9Q: 3 clusters Score -1136652 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1136896.625000 Penalty: 4562.792480
	Iteration 10Q: 3 clusters Score -1136897 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1137169.000000 Penalty: 4562.792480
	Iteration 11Q: 3 clusters Score -1137169 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1137486.750000 Penalty: 4562.792480
	Iteration 12Q: 3 clusters Score -1137487 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1137872.000000 Penalty: 4562.792480
	Iteration 13Q: 3 clusters Score -1137872 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1138150.125000 Penalty: 4562.792480
	Iteration 14Q: 3 clusters Score -1138150 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1138343.500000 Penalty: 4562.792480
	Iteration 15Q: 3 clusters Score -1138344 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1138465.250000 Penalty: 4562.792480
	Iteration 16Q: 3 clusters Score -1138465 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1138537.500000 Penalty: 4562.792480
	Iteration 17Q: 3 clusters Score -1138538 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1138593.250000 Penalty: 4562.792480
	Iteration 18Q: 3 clusters Score -1138593 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1138631.000000 Penalty: 4562.792480
	Iteration 19Q: 3 clusters Score -1138631 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1138659.750000 Penalty: 4562.792480
	Iteration 20F: 3 clusters Score -1138660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1138683.750000 Penalty: 4562.792480
	Iteration 21Q: 3 clusters Score -1138684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1138707.125000 Penalty: 4562.792480
	Iteration 22Q: 3 clusters Score -1138707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1138729.500000 Penalty: 4562.792480
	Iteration 23Q: 3 clusters Score -1138730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1138748.875000 Penalty: 4562.792480
	Iteration 24Q: 3 clusters Score -1138749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1138769.500000 Penalty: 4562.792480
	Iteration 25Q: 3 clusters Score -1138770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1138788.875000 Penalty: 4562.792480
	Iteration 26Q: 3 clusters Score -1138789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1138801.625000 Penalty: 4562.792480
	Iteration 27Q: 3 clusters Score -1138802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1138817.125000 Penalty: 4562.792480
	Iteration 28Q: 3 clusters Score -1138817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1138833.750000 Penalty: 4562.792480
	Iteration 29Q: 3 clusters Score -1138834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1138853.250000 Penalty: 4562.792480
	Iteration 30Q: 3 clusters Score -1138853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1138885.500000 Penalty: 4562.792480
	Iteration 31Q: 3 clusters Score -1138886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1138914.000000 Penalty: 4562.792480
	Iteration 32Q: 3 clusters Score -1138914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1138948.875000 Penalty: 4562.792480
	Iteration 33Q: 3 clusters Score -1138949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1138988.750000 Penalty: 4562.792480
	Iteration 34Q: 3 clusters Score -1138989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1139019.000000 Penalty: 4562.792480
	Iteration 35Q: 3 clusters Score -1139019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1139047.875000 Penalty: 4562.792480
	Iteration 36Q: 3 clusters Score -1139048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1139099.875000 Penalty: 4562.792480
	Iteration 37Q: 3 clusters Score -1139100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1139168.375000 Penalty: 4562.792480
	Iteration 38Q: 3 clusters Score -1139168 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1139244.375000 Penalty: 4562.792480
	Iteration 39Q: 3 clusters Score -1139244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1139301.000000 Penalty: 4562.792480
	Iteration 40F: 3 clusters Score -1139301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1139339.250000 Penalty: 4562.792480
	Iteration 41Q: 3 clusters Score -1139339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1139367.125000 Penalty: 4562.792480
	Iteration 42Q: 3 clusters Score -1139367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1139383.375000 Penalty: 4562.792480
	Iteration 43Q: 3 clusters Score -1139383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1139394.375000 Penalty: 4562.792480
	Iteration 44Q: 3 clusters Score -1139394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1139403.375000 Penalty: 4562.792480
	Iteration 45Q: 3 clusters Score -1139403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1139409.625000 Penalty: 4562.792480
	Iteration 46Q: 3 clusters Score -1139410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1139408.750000 Penalty: 4562.792480
	Iteration 47Q: 3 clusters Score -1139409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1139416.000000 Penalty: 4562.792480
	Iteration 48Q: 3 clusters Score -1139416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1139417.500000 Penalty: 4562.792480
	Iteration 49Q: 3 clusters Score -1139418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1139420.875000 Penalty: 4562.792480
	Iteration 50Q: 3 clusters Score -1139421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1139420.875000 Penalty: 4562.792480
	Iteration 51F: 3 clusters Score -1139421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -239040.156250 Penalty: 1884.775757
	Iteration 0F: 2 clusters Score -239040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -236427.765625 Penalty: 3769.551514
	Iteration 0F: 3 clusters Score -236427.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -236873.062500 Penalty: 3769.551514
	Iteration 1F: 3 clusters Score -236873.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -236969.890625 Penalty: 3769.551514
	Iteration 2F: 3 clusters Score -236969.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -237003.906250 Penalty: 3769.551514
	Iteration 3Q: 3 clusters Score -237003.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -237032.312500 Penalty: 3769.551514
	Iteration 4Q: 3 clusters Score -237032.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -237054.906250 Penalty: 3769.551514
	Iteration 5Q: 3 clusters Score -237054.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -237073.328125 Penalty: 3769.551514
	Iteration 6Q: 3 clusters Score -237073.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -237082.375000 Penalty: 3769.551514
	Iteration 7Q: 3 clusters Score -237082.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -237093.968750 Penalty: 3769.551514
	Iteration 8Q: 3 clusters Score -237094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -237105.093750 Penalty: 3769.551514
	Iteration 9Q: 3 clusters Score -237105.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -237119.312500 Penalty: 3769.551514
	Iteration 10Q: 3 clusters Score -237119.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -237132.750000 Penalty: 3769.551514
	Iteration 11Q: 3 clusters Score -237132.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -237142.453125 Penalty: 3769.551514
	Iteration 12Q: 3 clusters Score -237142.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -237154.484375 Penalty: 3769.551514
	Iteration 13Q: 3 clusters Score -237154.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -237160.812500 Penalty: 3769.551514
	Iteration 14Q: 3 clusters Score -237160.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237165.281250 Penalty: 3769.551514
	Iteration 15Q: 3 clusters Score -237165.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237168.203125 Penalty: 3769.551514
	Iteration 16Q: 3 clusters Score -237168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237170.843750 Penalty: 3769.551514
	Iteration 17Q: 3 clusters Score -237170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -237174.015625 Penalty: 3769.551514
	Iteration 18Q: 3 clusters Score -237174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -237177.656250 Penalty: 3769.551514
	Iteration 19Q: 3 clusters Score -237177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -237179.343750 Penalty: 3769.551514
	Iteration 20F: 3 clusters Score -237179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -237181.531250 Penalty: 3769.551514
	Iteration 21Q: 3 clusters Score -237181.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -237182.875000 Penalty: 3769.551514
	Iteration 22Q: 3 clusters Score -237182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -237184.468750 Penalty: 3769.551514
	Iteration 23Q: 3 clusters Score -237184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -237186.640625 Penalty: 3769.551514
	Iteration 24Q: 3 clusters Score -237186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -237190.203125 Penalty: 3769.551514
	Iteration 25Q: 3 clusters Score -237190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -237193.640625 Penalty: 3769.551514
	Iteration 26Q: 3 clusters Score -237193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -237197.046875 Penalty: 3769.551514
	Iteration 27Q: 3 clusters Score -237197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -237200.140625 Penalty: 3769.551514
	Iteration 28Q: 3 clusters Score -237200.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -237202.187500 Penalty: 3769.551514
	Iteration 29Q: 3 clusters Score -237202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -237203.953125 Penalty: 3769.551514
	Iteration 30Q: 3 clusters Score -237204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -237204.765625 Penalty: 3769.551514
	Iteration 31Q: 3 clusters Score -237204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -237205.015625 Penalty: 3769.551514
	Iteration 32Q: 3 clusters Score -237205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -237205.015625 Penalty: 3769.551514
	Iteration 33F: 3 clusters Score -237205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -53227.363281 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -53227.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51726.875000 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -51726.88 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52023.195312 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -52023.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52219.136719 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -52219.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52602.527344 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -52602.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52951.429688 Penalty: 3148.305176
	Iteration 4F: 3 clusters Score -52951.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53062.835938 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -53062.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53121.781250 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -53121.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53147.339844 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -53147.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53150.417969 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -53150.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53150.417969 Penalty: 3148.305176
	Iteration 9F: 3 clusters Score -53150.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -215338.062500 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -215338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -213059.265625 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -213059.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -213663.421875 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -213663.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -213949.875000 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -213949.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -214091.953125 Penalty: 3643.621094
	Iteration 3F: 3 clusters Score -214092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -214281.468750 Penalty: 3643.621094
	Iteration 4Q: 3 clusters Score -214281.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -214461.437500 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -214461.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -214621.484375 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -214621.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -214784.187500 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -214784.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -214856.515625 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -214856.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -214914.906250 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -214914.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -214960.531250 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -214960.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -215003.625000 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -215003.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -215019.390625 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -215019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -215028.406250 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -215028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -215034.125000 Penalty: 3643.621094
	Iteration 14Q: 3 clusters Score -215034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -215043.984375 Penalty: 3643.621094
	Iteration 15Q: 3 clusters Score -215044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -215050.656250 Penalty: 3643.621094
	Iteration 16Q: 3 clusters Score -215050.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -215056.468750 Penalty: 3643.621094
	Iteration 17Q: 3 clusters Score -215056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -215057.937500 Penalty: 3643.621094
	Iteration 18Q: 3 clusters Score -215057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -215060.546875 Penalty: 3643.621094
	Iteration 19Q: 3 clusters Score -215060.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -215063.265625 Penalty: 3643.621094
	Iteration 20F: 3 clusters Score -215063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -215067.281250 Penalty: 3643.621094
	Iteration 21Q: 3 clusters Score -215067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -215067.500000 Penalty: 3643.621094
	Iteration 22Q: 3 clusters Score -215067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -215070.203125 Penalty: 3643.621094
	Iteration 23Q: 3 clusters Score -215070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -215071.828125 Penalty: 3643.621094
	Iteration 24Q: 3 clusters Score -215071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -215072.343750 Penalty: 3643.621094
	Iteration 25Q: 3 clusters Score -215072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -215072.343750 Penalty: 3643.621094
	Iteration 26F: 3 clusters Score -215072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Entering Unmasked Estep 
Score: -999822.562500 Penalty: 2244.820557
	Iteration 0F: 2 clusters Score -999822.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -993065.500000 Penalty: 4489.641113
	Iteration 0F: 3 clusters Score -993065.5 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -994987.750000 Penalty: 4489.641113
	Iteration 1F: 3 clusters Score -994987.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -995332.062500 Penalty: 4489.641113
	Iteration 2F: 3 clusters Score -995332.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -995636.000000 Penalty: 4489.641113
	Iteration 3F: 3 clusters Score -995636 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -995911.250000 Penalty: 4489.641113
	Iteration 4F: 3 clusters Score -995911.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -996186.812500 Penalty: 4489.641113
	Iteration 5Q: 3 clusters Score -996186.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -996471.062500 Penalty: 4489.641113
	Iteration 6F: 3 clusters Score -996471.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -996725.187500 Penalty: 4489.641113
	Iteration 7Q: 3 clusters Score -996725.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -996946.625000 Penalty: 4489.641113
	Iteration 8Q: 3 clusters Score -996946.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -997137.000000 Penalty: 4489.641113
	Iteration 9Q: 3 clusters Score -997137 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -997296.562500 Penalty: 4489.641113
	Iteration 10Q: 3 clusters Score -997296.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -997423.500000 Penalty: 4489.641113
	Iteration 11Q: 3 clusters Score -997423.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -997510.312500 Penalty: 4489.641113
	Iteration 12Q: 3 clusters Score -997510.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -997565.500000 Penalty: 4489.641113
	Iteration 13Q: 3 clusters Score -997565.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -997608.312500 Penalty: 4489.641113
	Iteration 14Q: 3 clusters Score -997608.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -997645.375000 Penalty: 4489.641113
	Iteration 15Q: 3 clusters Score -997645.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -997676.187500 Penalty: 4489.641113
	Iteration 16Q: 3 clusters Score -997676.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -997704.687500 Penalty: 4489.641113
	Iteration 17Q: 3 clusters Score -997704.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -997725.437500 Penalty: 4489.641113
	Iteration 18Q: 3 clusters Score -997725.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -997741.062500 Penalty: 4489.641113
	Iteration 19Q: 3 clusters Score -997741.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -997759.187500 Penalty: 4489.641113
	Iteration 20F: 3 clusters Score -997759.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -997771.187500 Penalty: 4489.641113
	Iteration 21Q: 3 clusters Score -997771.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -997780.000000 Penalty: 4489.641113
	Iteration 22Q: 3 clusters Score -997780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -997785.312500 Penalty: 4489.641113
	Iteration 23Q: 3 clusters Score -997785.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -997791.312500 Penalty: 4489.641113
	Iteration 24Q: 3 clusters Score -997791.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -997795.875000 Penalty: 4489.641113
	Iteration 25Q: 3 clusters Score -997795.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -997803.000000 Penalty: 4489.641113
	Iteration 26Q: 3 clusters Score -997803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -997806.625000 Penalty: 4489.641113
	Iteration 27Q: 3 clusters Score -997806.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -997815.250000 Penalty: 4489.641113
	Iteration 28Q: 3 clusters Score -997815.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -997826.625000 Penalty: 4489.641113
	Iteration 29Q: 3 clusters Score -997826.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -997832.062500 Penalty: 4489.641113
	Iteration 30Q: 3 clusters Score -997832.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -997836.875000 Penalty: 4489.641113
	Iteration 31Q: 3 clusters Score -997836.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -997844.062500 Penalty: 4489.641113
	Iteration 32Q: 3 clusters Score -997844.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -997849.812500 Penalty: 4489.641113
	Iteration 33Q: 3 clusters Score -997849.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -997860.000000 Penalty: 4489.641113
	Iteration 34Q: 3 clusters Score -997860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -997873.375000 Penalty: 4489.641113
	Iteration 35Q: 3 clusters Score -997873.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -997886.125000 Penalty: 4489.641113
	Iteration 36Q: 3 clusters Score -997886.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -997897.937500 Penalty: 4489.641113
	Iteration 37Q: 3 clusters Score -997897.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -997904.062500 Penalty: 4489.641113
	Iteration 38Q: 3 clusters Score -997904.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -997914.000000 Penalty: 4489.641113
	Iteration 39Q: 3 clusters Score -997914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -997923.312500 Penalty: 4489.641113
	Iteration 40F: 3 clusters Score -997923.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -997931.312500 Penalty: 4489.641113
	Iteration 41Q: 3 clusters Score -997931.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -997933.875000 Penalty: 4489.641113
	Iteration 42Q: 3 clusters Score -997933.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -997939.812500 Penalty: 4489.641113
	Iteration 43Q: 3 clusters Score -997939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -997940.375000 Penalty: 4489.641113
	Iteration 44Q: 3 clusters Score -997940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -997948.187500 Penalty: 4489.641113
	Iteration 45Q: 3 clusters Score -997948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -997946.500000 Penalty: 4489.641113
	Iteration 46Q: 3 clusters Score -997946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -997948.062500 Penalty: 4489.641113
	Iteration 47Q: 3 clusters Score -997948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -997948.875000 Penalty: 4489.641113
	Iteration 48Q: 3 clusters Score -997948.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -997953.375000 Penalty: 4489.641113
	Iteration 49Q: 3 clusters Score -997953.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -997957.687500 Penalty: 4489.641113
	Iteration 50Q: 3 clusters Score -997957.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -997965.250000 Penalty: 4489.641113
	Iteration 51Q: 3 clusters Score -997965.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -997970.125000 Penalty: 4489.641113
	Iteration 52Q: 3 clusters Score -997970.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -997975.937500 Penalty: 4489.641113
	Iteration 53Q: 3 clusters Score -997975.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -997978.562500 Penalty: 4489.641113
	Iteration 54Q: 3 clusters Score -997978.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -997981.062500 Penalty: 4489.641113
	Iteration 55Q: 3 clusters Score -997981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -997982.125000 Penalty: 4489.641113
	Iteration 56Q: 3 clusters Score -997982.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -997983.562500 Penalty: 4489.641113
	Iteration 57Q: 3 clusters Score -997983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -997987.500000 Penalty: 4489.641113
	Iteration 58Q: 3 clusters Score -997987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -997988.312500 Penalty: 4489.641113
	Iteration 59Q: 3 clusters Score -997988.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -997988.312500 Penalty: 4489.641113
	Iteration 60F: 3 clusters Score -997988.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -237501.843750 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -237501.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -234825.906250 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -234825.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -235307.593750 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -235307.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -235428.296875 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -235428.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -235482.843750 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -235482.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -235514.078125 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -235514.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -235536.609375 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -235536.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -235556.515625 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -235556.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -235570.578125 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -235570.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -235581.296875 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -235581.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -235590.250000 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -235590.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -235596.437500 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -235596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -235604.187500 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -235604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -235608.140625 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -235608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -235610.046875 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -235610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -235611.562500 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -235611.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -235612.000000 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -235612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -235613.031250 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -235613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -235613.031250 Penalty: 3784.227051
	Iteration 17F: 3 clusters Score -235613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1324235.000000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1324235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1315876.375000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1315876 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1318422.750000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1318423 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1318821.875000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1318822 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1319184.000000 Penalty: 4619.957520
	Iteration 3F: 3 clusters Score -1319184 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1319508.125000 Penalty: 4619.957520
	Iteration 4F: 3 clusters Score -1319508 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1319821.375000 Penalty: 4619.957520
	Iteration 5Q: 3 clusters Score -1319821 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1320164.500000 Penalty: 4619.957520
	Iteration 6F: 3 clusters Score -1320164 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1320503.125000 Penalty: 4619.957520
	Iteration 7F: 3 clusters Score -1320503 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1320827.500000 Penalty: 4619.957520
	Iteration 8Q: 3 clusters Score -1320828 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1321113.125000 Penalty: 4619.957520
	Iteration 9Q: 3 clusters Score -1321113 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1321358.875000 Penalty: 4619.957520
	Iteration 10Q: 3 clusters Score -1321359 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1321571.750000 Penalty: 4619.957520
	Iteration 11Q: 3 clusters Score -1321572 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1321760.875000 Penalty: 4619.957520
	Iteration 12Q: 3 clusters Score -1321761 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1321903.750000 Penalty: 4619.957520
	Iteration 13Q: 3 clusters Score -1321904 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1322006.000000 Penalty: 4619.957520
	Iteration 14Q: 3 clusters Score -1322006 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1322091.250000 Penalty: 4619.957520
	Iteration 15Q: 3 clusters Score -1322091 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1322163.250000 Penalty: 4619.957520
	Iteration 16Q: 3 clusters Score -1322163 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1322217.750000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1322218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1322260.750000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1322261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1322292.375000 Penalty: 4619.957520
	Iteration 19Q: 3 clusters Score -1322292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1322320.750000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1322321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1322345.250000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1322345 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1322363.875000 Penalty: 4619.957520
	Iteration 22Q: 3 clusters Score -1322364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1322380.250000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1322380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1322386.750000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1322387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1322402.500000 Penalty: 4619.957520
	Iteration 25Q: 3 clusters Score -1322402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1322413.625000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1322414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1322419.250000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1322419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1322421.625000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1322422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1322428.000000 Penalty: 4619.957520
	Iteration 29Q: 3 clusters Score -1322428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1322431.875000 Penalty: 4619.957520
	Iteration 30Q: 3 clusters Score -1322432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1322437.875000 Penalty: 4619.957520
	Iteration 31Q: 3 clusters Score -1322438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1322443.500000 Penalty: 4619.957520
	Iteration 32Q: 3 clusters Score -1322444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1322449.750000 Penalty: 4619.957520
	Iteration 33Q: 3 clusters Score -1322450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1322452.250000 Penalty: 4619.957520
	Iteration 34Q: 3 clusters Score -1322452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1322455.250000 Penalty: 4619.957520
	Iteration 35Q: 3 clusters Score -1322455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1322460.125000 Penalty: 4619.957520
	Iteration 36Q: 3 clusters Score -1322460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1322466.625000 Penalty: 4619.957520
	Iteration 37Q: 3 clusters Score -1322467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1322472.500000 Penalty: 4619.957520
	Iteration 38Q: 3 clusters Score -1322472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1322474.250000 Penalty: 4619.957520
	Iteration 39Q: 3 clusters Score -1322474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1322477.875000 Penalty: 4619.957520
	Iteration 40F: 3 clusters Score -1322478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1322478.500000 Penalty: 4619.957520
	Iteration 41Q: 3 clusters Score -1322478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1322478.875000 Penalty: 4619.957520
	Iteration 42Q: 3 clusters Score -1322479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1322479.250000 Penalty: 4619.957520
	Iteration 43Q: 3 clusters Score -1322479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1322484.500000 Penalty: 4619.957520
	Iteration 44Q: 3 clusters Score -1322484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1322483.375000 Penalty: 4619.957520
	Iteration 45Q: 3 clusters Score -1322483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1322482.250000 Penalty: 4619.957520
	Iteration 46Q: 3 clusters Score -1322482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1322485.750000 Penalty: 4619.957520
	Iteration 47Q: 3 clusters Score -1322486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1322484.375000 Penalty: 4619.957520
	Iteration 48Q: 3 clusters Score -1322484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1322486.500000 Penalty: 4619.957520
	Iteration 49Q: 3 clusters Score -1322486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1322490.250000 Penalty: 4619.957520
	Iteration 50Q: 3 clusters Score -1322490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1322492.125000 Penalty: 4619.957520
	Iteration 51Q: 3 clusters Score -1322492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1322491.875000 Penalty: 4619.957520
	Iteration 52Q: 3 clusters Score -1322492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1322496.375000 Penalty: 4619.957520
	Iteration 53Q: 3 clusters Score -1322496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1322496.000000 Penalty: 4619.957520
	Iteration 54Q: 3 clusters Score -1322496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1322496.000000 Penalty: 4619.957520
	Iteration 55F: 3 clusters Score -1322496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -538647.000000 Penalty: 2127.881592
	Iteration 0F: 2 clusters Score -538647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -533906.000000 Penalty: 4255.763184
	Iteration 0F: 3 clusters Score -533906 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -535158.812500 Penalty: 4255.763184
	Iteration 1F: 3 clusters Score -535158.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -535456.125000 Penalty: 4255.763184
	Iteration 2F: 3 clusters Score -535456.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -535640.125000 Penalty: 4255.763184
	Iteration 3F: 3 clusters Score -535640.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -535806.062500 Penalty: 4255.763184
	Iteration 4Q: 3 clusters Score -535806.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -535954.437500 Penalty: 4255.763184
	Iteration 5Q: 3 clusters Score -535954.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -536102.500000 Penalty: 4255.763184
	Iteration 6Q: 3 clusters Score -536102.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -536231.062500 Penalty: 4255.763184
	Iteration 7Q: 3 clusters Score -536231.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -536337.375000 Penalty: 4255.763184
	Iteration 8Q: 3 clusters Score -536337.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -536444.625000 Penalty: 4255.763184
	Iteration 9Q: 3 clusters Score -536444.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -536548.562500 Penalty: 4255.763184
	Iteration 10Q: 3 clusters Score -536548.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -536679.875000 Penalty: 4255.763184
	Iteration 11Q: 3 clusters Score -536679.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -536866.125000 Penalty: 4255.763184
	Iteration 12Q: 3 clusters Score -536866.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -537010.687500 Penalty: 4255.763184
	Iteration 13Q: 3 clusters Score -537010.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -537145.562500 Penalty: 4255.763184
	Iteration 14Q: 3 clusters Score -537145.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -537281.250000 Penalty: 4255.763184
	Iteration 15Q: 3 clusters Score -537281.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -537393.500000 Penalty: 4255.763184
	Iteration 16Q: 3 clusters Score -537393.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -537464.625000 Penalty: 4255.763184
	Iteration 17Q: 3 clusters Score -537464.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -537508.625000 Penalty: 4255.763184
	Iteration 18Q: 3 clusters Score -537508.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -537541.250000 Penalty: 4255.763184
	Iteration 19Q: 3 clusters Score -537541.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -537564.375000 Penalty: 4255.763184
	Iteration 20F: 3 clusters Score -537564.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -537582.062500 Penalty: 4255.763184
	Iteration 21Q: 3 clusters Score -537582.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -537593.375000 Penalty: 4255.763184
	Iteration 22Q: 3 clusters Score -537593.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -537600.937500 Penalty: 4255.763184
	Iteration 23Q: 3 clusters Score -537600.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -537607.125000 Penalty: 4255.763184
	Iteration 24Q: 3 clusters Score -537607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -537613.500000 Penalty: 4255.763184
	Iteration 25Q: 3 clusters Score -537613.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -537622.062500 Penalty: 4255.763184
	Iteration 26Q: 3 clusters Score -537622.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -537633.875000 Penalty: 4255.763184
	Iteration 27Q: 3 clusters Score -537633.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -537645.875000 Penalty: 4255.763184
	Iteration 28Q: 3 clusters Score -537645.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -537649.187500 Penalty: 4255.763184
	Iteration 29Q: 3 clusters Score -537649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -537656.062500 Penalty: 4255.763184
	Iteration 30Q: 3 clusters Score -537656.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -537663.875000 Penalty: 4255.763184
	Iteration 31Q: 3 clusters Score -537663.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -537669.750000 Penalty: 4255.763184
	Iteration 32Q: 3 clusters Score -537669.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -537675.562500 Penalty: 4255.763184
	Iteration 33Q: 3 clusters Score -537675.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -537677.625000 Penalty: 4255.763184
	Iteration 34Q: 3 clusters Score -537677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -537679.937500 Penalty: 4255.763184
	Iteration 35Q: 3 clusters Score -537679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -537681.250000 Penalty: 4255.763184
	Iteration 36Q: 3 clusters Score -537681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -537682.750000 Penalty: 4255.763184
	Iteration 37Q: 3 clusters Score -537682.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -537686.187500 Penalty: 4255.763184
	Iteration 38Q: 3 clusters Score -537686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -537691.875000 Penalty: 4255.763184
	Iteration 39Q: 3 clusters Score -537691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -537693.687500 Penalty: 4255.763184
	Iteration 40F: 3 clusters Score -537693.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -537699.062500 Penalty: 4255.763184
	Iteration 41Q: 3 clusters Score -537699.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -537702.375000 Penalty: 4255.763184
	Iteration 42Q: 3 clusters Score -537702.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -537706.187500 Penalty: 4255.763184
	Iteration 43Q: 3 clusters Score -537706.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -537711.000000 Penalty: 4255.763184
	Iteration 44Q: 3 clusters Score -537711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -537718.875000 Penalty: 4255.763184
	Iteration 45Q: 3 clusters Score -537718.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -537724.062500 Penalty: 4255.763184
	Iteration 46Q: 3 clusters Score -537724.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -537728.375000 Penalty: 4255.763184
	Iteration 47Q: 3 clusters Score -537728.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -537730.187500 Penalty: 4255.763184
	Iteration 48Q: 3 clusters Score -537730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -537736.625000 Penalty: 4255.763184
	Iteration 49Q: 3 clusters Score -537736.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -537741.500000 Penalty: 4255.763184
	Iteration 50Q: 3 clusters Score -537741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -537742.625000 Penalty: 4255.763184
	Iteration 51Q: 3 clusters Score -537742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -537742.500000 Penalty: 4255.763184
	Iteration 52Q: 3 clusters Score -537742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -537746.562500 Penalty: 4255.763184
	Iteration 53Q: 3 clusters Score -537746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -537747.187500 Penalty: 4255.763184
	Iteration 54Q: 3 clusters Score -537747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -537748.000000 Penalty: 4255.763184
	Iteration 55Q: 3 clusters Score -537748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -537750.250000 Penalty: 4255.763184
	Iteration 56Q: 3 clusters Score -537750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -537752.875000 Penalty: 4255.763184
	Iteration 57Q: 3 clusters Score -537752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -537753.812500 Penalty: 4255.763184
	Iteration 58Q: 3 clusters Score -537753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -537753.375000 Penalty: 4255.763184
	Iteration 59Q: 3 clusters Score -537753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -537753.375000 Penalty: 4255.763184
	Iteration 60F: 3 clusters Score -537753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -45237.156250 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -45237.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43933.792969 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -43933.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44136.382812 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -44136.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44229.292969 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -44229.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44297.066406 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -44297.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44364.183594 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -44364.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44414.550781 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -44414.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44496.527344 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -44496.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44617.164062 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -44617.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44738.765625 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -44738.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44851.671875 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -44851.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44937.890625 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -44937.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45049.496094 Penalty: 2882.325928
	Iteration 11Q: 3 clusters Score -45049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45057.996094 Penalty: 2882.325928
	Iteration 12Q: 3 clusters Score -45058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45057.996094 Penalty: 2882.325928
	Iteration 13F: 3 clusters Score -45058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Entering Unmasked Estep 
Score: -564037.187500 Penalty: 2109.219727
	Iteration 0F: 2 clusters Score -564037.2 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 2457 members 
Entering Unmasked Estep 
Score: -559540.312500 Penalty: 4218.439453
	Iteration 0F: 3 clusters Score -559540.3 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -560637.750000 Penalty: 4218.439453
	Iteration 1F: 3 clusters Score -560637.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -560896.437500 Penalty: 4218.439453
	Iteration 2F: 3 clusters Score -560896.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -561166.562500 Penalty: 4218.439453
	Iteration 3F: 3 clusters Score -561166.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -561497.437500 Penalty: 4218.439453
	Iteration 4F: 3 clusters Score -561497.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -561863.875000 Penalty: 4218.439453
	Iteration 5F: 3 clusters Score -561863.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -562239.625000 Penalty: 4218.439453
	Iteration 6F: 3 clusters Score -562239.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -562594.625000 Penalty: 4218.439453
	Iteration 7F: 3 clusters Score -562594.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -562854.750000 Penalty: 4218.439453
	Iteration 8F: 3 clusters Score -562854.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -563077.437500 Penalty: 4218.439453
	Iteration 9Q: 3 clusters Score -563077.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -563257.437500 Penalty: 4218.439453
	Iteration 10Q: 3 clusters Score -563257.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -563374.750000 Penalty: 4218.439453
	Iteration 11Q: 3 clusters Score -563374.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -563449.437500 Penalty: 4218.439453
	Iteration 12Q: 3 clusters Score -563449.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -563494.187500 Penalty: 4218.439453
	Iteration 13Q: 3 clusters Score -563494.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -563526.375000 Penalty: 4218.439453
	Iteration 14Q: 3 clusters Score -563526.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -563546.187500 Penalty: 4218.439453
	Iteration 15Q: 3 clusters Score -563546.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -563563.125000 Penalty: 4218.439453
	Iteration 16Q: 3 clusters Score -563563.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -563579.000000 Penalty: 4218.439453
	Iteration 17Q: 3 clusters Score -563579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -563592.312500 Penalty: 4218.439453
	Iteration 18Q: 3 clusters Score -563592.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -563600.125000 Penalty: 4218.439453
	Iteration 19Q: 3 clusters Score -563600.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -563604.000000 Penalty: 4218.439453
	Iteration 20F: 3 clusters Score -563604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -563610.437500 Penalty: 4218.439453
	Iteration 21Q: 3 clusters Score -563610.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -563619.500000 Penalty: 4218.439453
	Iteration 22Q: 3 clusters Score -563619.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -563626.000000 Penalty: 4218.439453
	Iteration 23Q: 3 clusters Score -563626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -563630.875000 Penalty: 4218.439453
	Iteration 24Q: 3 clusters Score -563630.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -563633.187500 Penalty: 4218.439453
	Iteration 25Q: 3 clusters Score -563633.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -563642.812500 Penalty: 4218.439453
	Iteration 26Q: 3 clusters Score -563642.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -563655.187500 Penalty: 4218.439453
	Iteration 27Q: 3 clusters Score -563655.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -563668.625000 Penalty: 4218.439453
	Iteration 28Q: 3 clusters Score -563668.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -563676.312500 Penalty: 4218.439453
	Iteration 29Q: 3 clusters Score -563676.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -563683.562500 Penalty: 4218.439453
	Iteration 30Q: 3 clusters Score -563683.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -563691.437500 Penalty: 4218.439453
	Iteration 31Q: 3 clusters Score -563691.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -563696.437500 Penalty: 4218.439453
	Iteration 32Q: 3 clusters Score -563696.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -563702.687500 Penalty: 4218.439453
	Iteration 33Q: 3 clusters Score -563702.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -563709.000000 Penalty: 4218.439453
	Iteration 34Q: 3 clusters Score -563709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -563713.312500 Penalty: 4218.439453
	Iteration 35Q: 3 clusters Score -563713.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -563716.312500 Penalty: 4218.439453
	Iteration 36Q: 3 clusters Score -563716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -563717.312500 Penalty: 4218.439453
	Iteration 37Q: 3 clusters Score -563717.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -563721.750000 Penalty: 4218.439453
	Iteration 38Q: 3 clusters Score -563721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -563725.625000 Penalty: 4218.439453
	Iteration 39Q: 3 clusters Score -563725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -563727.875000 Penalty: 4218.439453
	Iteration 40F: 3 clusters Score -563727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -563727.750000 Penalty: 4218.439453
	Iteration 41Q: 3 clusters Score -563727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -563729.750000 Penalty: 4218.439453
	Iteration 42Q: 3 clusters Score -563729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -563729.625000 Penalty: 4218.439453
	Iteration 43Q: 3 clusters Score -563729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -563731.187500 Penalty: 4218.439453
	Iteration 44Q: 3 clusters Score -563731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -563731.562500 Penalty: 4218.439453
	Iteration 45Q: 3 clusters Score -563731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -563732.750000 Penalty: 4218.439453
	Iteration 46Q: 3 clusters Score -563732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -563733.062500 Penalty: 4218.439453
	Iteration 47Q: 3 clusters Score -563733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -563733.875000 Penalty: 4218.439453
	Iteration 48Q: 3 clusters Score -563733.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -563734.125000 Penalty: 4218.439453
	Iteration 49Q: 3 clusters Score -563734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -563734.187500 Penalty: 4218.439453
	Iteration 50Q: 3 clusters Score -563734.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -563734.187500 Penalty: 4218.439453
	Iteration 51F: 3 clusters Score -563734.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (28108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Entering Unmasked Estep 
Score: -3218841.000000 Penalty: 2540.464844
	Iteration 0F: 2 clusters Score -3218841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3199378.000000 Penalty: 5080.929688
	Iteration 0F: 3 clusters Score -3199378 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3206530.500000 Penalty: 5080.929688
	Iteration 1F: 3 clusters Score -3206530 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3207011.750000 Penalty: 5080.929688
	Iteration 2F: 3 clusters Score -3207012 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3207484.750000 Penalty: 5080.929688
	Iteration 3Q: 3 clusters Score -3207485 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3208039.250000 Penalty: 5080.929688
	Iteration 4Q: 3 clusters Score -3208039 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3208851.000000 Penalty: 5080.929688
	Iteration 5F: 3 clusters Score -3208851 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3210062.250000 Penalty: 5080.929688
	Iteration 6F: 3 clusters Score -3210062 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3211562.750000 Penalty: 5080.929688
	Iteration 7F: 3 clusters Score -3211563 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3212930.250000 Penalty: 5080.929688
	Iteration 8F: 3 clusters Score -3212930 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3213992.500000 Penalty: 5080.929688
	Iteration 9F: 3 clusters Score -3213992 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3214778.500000 Penalty: 5080.929688
	Iteration 10Q: 3 clusters Score -3214778 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3215295.250000 Penalty: 5080.929688
	Iteration 11Q: 3 clusters Score -3215295 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3215719.750000 Penalty: 5080.929688
	Iteration 12Q: 3 clusters Score -3215720 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3216071.250000 Penalty: 5080.929688
	Iteration 13Q: 3 clusters Score -3216071 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3216386.500000 Penalty: 5080.929688
	Iteration 14Q: 3 clusters Score -3216386 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3216644.500000 Penalty: 5080.929688
	Iteration 15Q: 3 clusters Score -3216644 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3216840.000000 Penalty: 5080.929688
	Iteration 16Q: 3 clusters Score -3216840 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3216958.750000 Penalty: 5080.929688
	Iteration 17Q: 3 clusters Score -3216959 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3217047.000000 Penalty: 5080.929688
	Iteration 18Q: 3 clusters Score -3217047 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3217084.750000 Penalty: 5080.929688
	Iteration 19Q: 3 clusters Score -3217085 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3217108.250000 Penalty: 5080.929688
	Iteration 20F: 3 clusters Score -3217108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3217132.750000 Penalty: 5080.929688
	Iteration 21Q: 3 clusters Score -3217133 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3217159.000000 Penalty: 5080.929688
	Iteration 22Q: 3 clusters Score -3217159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3217161.000000 Penalty: 5080.929688
	Iteration 23Q: 3 clusters Score -3217161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3217158.750000 Penalty: 5080.929688
	Iteration 24Q: 3 clusters Score -3217159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3217165.750000 Penalty: 5080.929688
	Iteration 25Q: 3 clusters Score -3217166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3217165.500000 Penalty: 5080.929688
	Iteration 26Q: 3 clusters Score -3217166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3217159.500000 Penalty: 5080.929688
	Iteration 27Q: 3 clusters Score -3217160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3217160.750000 Penalty: 5080.929688
	Iteration 28Q: 3 clusters Score -3217161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3217160.500000 Penalty: 5080.929688
	Iteration 29Q: 3 clusters Score -3217160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3217165.500000 Penalty: 5080.929688
	Iteration 30Q: 3 clusters Score -3217166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -3217168.750000 Penalty: 5080.929688
	Iteration 31Q: 3 clusters Score -3217169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3217169.250000 Penalty: 5080.929688
	Iteration 32Q: 3 clusters Score -3217169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3217178.000000 Penalty: 5080.929688
	Iteration 33Q: 3 clusters Score -3217178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3217174.000000 Penalty: 5080.929688
	Iteration 34Q: 3 clusters Score -3217174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3217175.250000 Penalty: 5080.929688
	Iteration 35Q: 3 clusters Score -3217175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -3217171.000000 Penalty: 5080.929688
	Iteration 36Q: 3 clusters Score -3217171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3217174.250000 Penalty: 5080.929688
	Iteration 37Q: 3 clusters Score -3217174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3217173.000000 Penalty: 5080.929688
	Iteration 38Q: 3 clusters Score -3217173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3217178.250000 Penalty: 5080.929688
	Iteration 39Q: 3 clusters Score -3217178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3217177.500000 Penalty: 5080.929688
	Iteration 40F: 3 clusters Score -3217178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3217176.000000 Penalty: 5080.929688
	Iteration 41Q: 3 clusters Score -3217176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3217180.250000 Penalty: 5080.929688
	Iteration 42Q: 3 clusters Score -3217180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3217174.750000 Penalty: 5080.929688
	Iteration 43Q: 3 clusters Score -3217175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3217176.250000 Penalty: 5080.929688
	Iteration 44Q: 3 clusters Score -3217176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3217170.500000 Penalty: 5080.929688
	Iteration 45Q: 3 clusters Score -3217170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3217174.750000 Penalty: 5080.929688
	Iteration 46Q: 3 clusters Score -3217175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3217177.000000 Penalty: 5080.929688
	Iteration 47Q: 3 clusters Score -3217177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3217180.000000 Penalty: 5080.929688
	Iteration 48Q: 3 clusters Score -3217180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3217176.500000 Penalty: 5080.929688
	Iteration 49Q: 3 clusters Score -3217176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3217179.750000 Penalty: 5080.929688
	Iteration 50Q: 3 clusters Score -3217180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3217178.750000 Penalty: 5080.929688
	Iteration 51Q: 3 clusters Score -3217179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3217182.000000 Penalty: 5080.929688
	Iteration 52Q: 3 clusters Score -3217182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3217177.500000 Penalty: 5080.929688
	Iteration 53Q: 3 clusters Score -3217178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3217177.500000 Penalty: 5080.929688
	Iteration 54F: 3 clusters Score -3217178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30793.501953 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -30793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29548.199219 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -29548.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29999.806641 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -29999.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30291.419922 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -30291.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30446.730469 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -30446.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30514.449219 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -30514.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -30548.923828 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -30548.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -30564.187500 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -30564.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30582.529297 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -30582.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30594.123047 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -30594.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30594.123047 Penalty: 3040.009033
	Iteration 9F: 3 clusters Score -30594.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -100703.718750 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -100703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99037.664062 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -99037.66 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -99332.210938 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -99332.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99455.976562 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -99455.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99530.132812 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -99530.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99601.453125 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -99601.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99676.945312 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -99676.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99781.140625 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -99781.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99909.093750 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -99909.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99973.164062 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -99973.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100018.351562 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -100018.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100052.429688 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -100052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100075.734375 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -100075.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100095.406250 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -100095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100123.062500 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -100123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100130.265625 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -100130.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100132.320312 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -100132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100136.429688 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -100136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100141.085938 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -100141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100147.710938 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -100147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100151.367188 Penalty: 3252.162109
	Iteration 19Q: 3 clusters Score -100151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100153.867188 Penalty: 3252.162109
	Iteration 20F: 3 clusters Score -100153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100166.679688 Penalty: 3252.162109
	Iteration 21Q: 3 clusters Score -100166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100180.085938 Penalty: 3252.162109
	Iteration 22Q: 3 clusters Score -100180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100192.875000 Penalty: 3252.162109
	Iteration 23Q: 3 clusters Score -100192.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100209.507812 Penalty: 3252.162109
	Iteration 24Q: 3 clusters Score -100209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100215.546875 Penalty: 3252.162109
	Iteration 25Q: 3 clusters Score -100215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100220.890625 Penalty: 3252.162109
	Iteration 26Q: 3 clusters Score -100220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100221.718750 Penalty: 3252.162109
	Iteration 27Q: 3 clusters Score -100221.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100222.242188 Penalty: 3252.162109
	Iteration 28Q: 3 clusters Score -100222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100222.242188 Penalty: 3252.162109
	Iteration 29F: 3 clusters Score -100222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (25710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Entering Unmasked Estep 
Score: -2975954.500000 Penalty: 2518.349609
	Iteration 0F: 2 clusters Score -2975954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2958207.750000 Penalty: 5036.699219
	Iteration 0F: 3 clusters Score -2958208 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2964656.000000 Penalty: 5036.699219
	Iteration 1F: 3 clusters Score -2964656 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2965360.500000 Penalty: 5036.699219
	Iteration 2F: 3 clusters Score -2965360 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2966294.000000 Penalty: 5036.699219
	Iteration 3F: 3 clusters Score -2966294 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2967549.000000 Penalty: 5036.699219
	Iteration 4F: 3 clusters Score -2967549 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2969113.000000 Penalty: 5036.699219
	Iteration 5F: 3 clusters Score -2969113 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2970816.500000 Penalty: 5036.699219
	Iteration 6F: 3 clusters Score -2970816 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2972326.500000 Penalty: 5036.699219
	Iteration 7F: 3 clusters Score -2972326 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2973273.250000 Penalty: 5036.699219
	Iteration 8F: 3 clusters Score -2973273 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2973751.500000 Penalty: 5036.699219
	Iteration 9Q: 3 clusters Score -2973752 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2973988.500000 Penalty: 5036.699219
	Iteration 10Q: 3 clusters Score -2973988 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2974077.000000 Penalty: 5036.699219
	Iteration 11Q: 3 clusters Score -2974077 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2974131.500000 Penalty: 5036.699219
	Iteration 12Q: 3 clusters Score -2974132 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2974163.000000 Penalty: 5036.699219
	Iteration 13Q: 3 clusters Score -2974163 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2974190.250000 Penalty: 5036.699219
	Iteration 14Q: 3 clusters Score -2974190 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2974210.250000 Penalty: 5036.699219
	Iteration 15Q: 3 clusters Score -2974210 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2974229.000000 Penalty: 5036.699219
	Iteration 16Q: 3 clusters Score -2974229 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2974239.500000 Penalty: 5036.699219
	Iteration 17Q: 3 clusters Score -2974240 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2974254.250000 Penalty: 5036.699219
	Iteration 18Q: 3 clusters Score -2974254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2974264.000000 Penalty: 5036.699219
	Iteration 19Q: 3 clusters Score -2974264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2974267.250000 Penalty: 5036.699219
	Iteration 20F: 3 clusters Score -2974267 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2974277.500000 Penalty: 5036.699219
	Iteration 21Q: 3 clusters Score -2974278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2974283.250000 Penalty: 5036.699219
	Iteration 22Q: 3 clusters Score -2974283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2974299.500000 Penalty: 5036.699219
	Iteration 23Q: 3 clusters Score -2974300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2974301.250000 Penalty: 5036.699219
	Iteration 24Q: 3 clusters Score -2974301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2974300.750000 Penalty: 5036.699219
	Iteration 25Q: 3 clusters Score -2974301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2974302.000000 Penalty: 5036.699219
	Iteration 26Q: 3 clusters Score -2974302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2974296.750000 Penalty: 5036.699219
	Iteration 27Q: 3 clusters Score -2974297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2974301.250000 Penalty: 5036.699219
	Iteration 28Q: 3 clusters Score -2974301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2974310.250000 Penalty: 5036.699219
	Iteration 29Q: 3 clusters Score -2974310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2974304.250000 Penalty: 5036.699219
	Iteration 30Q: 3 clusters Score -2974304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2974306.250000 Penalty: 5036.699219
	Iteration 31Q: 3 clusters Score -2974306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2974305.000000 Penalty: 5036.699219
	Iteration 32Q: 3 clusters Score -2974305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2974305.750000 Penalty: 5036.699219
	Iteration 33Q: 3 clusters Score -2974306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2974308.750000 Penalty: 5036.699219
	Iteration 34Q: 3 clusters Score -2974309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2974311.250000 Penalty: 5036.699219
	Iteration 35Q: 3 clusters Score -2974311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2974311.000000 Penalty: 5036.699219
	Iteration 36Q: 3 clusters Score -2974311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2974313.750000 Penalty: 5036.699219
	Iteration 37Q: 3 clusters Score -2974314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2974308.750000 Penalty: 5036.699219
	Iteration 38Q: 3 clusters Score -2974309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2974309.500000 Penalty: 5036.699219
	Iteration 39Q: 3 clusters Score -2974310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2974312.000000 Penalty: 5036.699219
	Iteration 40F: 3 clusters Score -2974312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2974313.250000 Penalty: 5036.699219
	Iteration 41Q: 3 clusters Score -2974313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2974311.500000 Penalty: 5036.699219
	Iteration 42Q: 3 clusters Score -2974312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2974309.750000 Penalty: 5036.699219
	Iteration 43Q: 3 clusters Score -2974310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2974309.000000 Penalty: 5036.699219
	Iteration 44Q: 3 clusters Score -2974309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2974308.500000 Penalty: 5036.699219
	Iteration 45Q: 3 clusters Score -2974308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2974308.500000 Penalty: 5036.699219
	Iteration 46F: 3 clusters Score -2974308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Entering Unmasked Estep 
Score: -462368.875000 Penalty: 2060.799805
	Iteration 0F: 2 clusters Score -462368.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -458391.062500 Penalty: 4121.599609
	Iteration 0F: 3 clusters Score -458391.1 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -459360.968750 Penalty: 4121.599609
	Iteration 1F: 3 clusters Score -459361 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -459621.875000 Penalty: 4121.599609
	Iteration 2F: 3 clusters Score -459621.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -459851.125000 Penalty: 4121.599609
	Iteration 3F: 3 clusters Score -459851.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -460058.156250 Penalty: 4121.599609
	Iteration 4F: 3 clusters Score -460058.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -460239.093750 Penalty: 4121.599609
	Iteration 5F: 3 clusters Score -460239.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -460393.031250 Penalty: 4121.599609
	Iteration 6Q: 3 clusters Score -460393 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -460539.250000 Penalty: 4121.599609
	Iteration 7Q: 3 clusters Score -460539.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -460652.968750 Penalty: 4121.599609
	Iteration 8Q: 3 clusters Score -460653 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -460737.343750 Penalty: 4121.599609
	Iteration 9Q: 3 clusters Score -460737.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -460816.062500 Penalty: 4121.599609
	Iteration 10Q: 3 clusters Score -460816.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -460885.656250 Penalty: 4121.599609
	Iteration 11Q: 3 clusters Score -460885.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -460945.500000 Penalty: 4121.599609
	Iteration 12Q: 3 clusters Score -460945.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -460990.468750 Penalty: 4121.599609
	Iteration 13Q: 3 clusters Score -460990.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -461028.062500 Penalty: 4121.599609
	Iteration 14Q: 3 clusters Score -461028.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -461049.843750 Penalty: 4121.599609
	Iteration 15Q: 3 clusters Score -461049.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -461067.062500 Penalty: 4121.599609
	Iteration 16Q: 3 clusters Score -461067.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -461082.406250 Penalty: 4121.599609
	Iteration 17Q: 3 clusters Score -461082.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -461090.406250 Penalty: 4121.599609
	Iteration 18Q: 3 clusters Score -461090.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -461095.218750 Penalty: 4121.599609
	Iteration 19Q: 3 clusters Score -461095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -461100.468750 Penalty: 4121.599609
	Iteration 20F: 3 clusters Score -461100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -461103.968750 Penalty: 4121.599609
	Iteration 21Q: 3 clusters Score -461104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -461107.281250 Penalty: 4121.599609
	Iteration 22Q: 3 clusters Score -461107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -461108.343750 Penalty: 4121.599609
	Iteration 23Q: 3 clusters Score -461108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -461110.375000 Penalty: 4121.599609
	Iteration 24Q: 3 clusters Score -461110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -461112.968750 Penalty: 4121.599609
	Iteration 25Q: 3 clusters Score -461113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -461114.093750 Penalty: 4121.599609
	Iteration 26Q: 3 clusters Score -461114.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -461115.062500 Penalty: 4121.599609
	Iteration 27Q: 3 clusters Score -461115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -461115.062500 Penalty: 4121.599609
	Iteration 28F: 3 clusters Score -461115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -51484.218750 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -51484.22 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 183 members 
Entering Unmasked Estep 
Score: -50176.652344 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -50176.65 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50355.667969 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -50355.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50442.417969 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -50442.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50541.605469 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -50541.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50671.359375 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -50671.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50808.878906 Penalty: 2930.409180
	Iteration 5F: 3 clusters Score -50808.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50992.792969 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -50992.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51294.085938 Penalty: 2930.409180
	Iteration 7F: 3 clusters Score -51294.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51456.656250 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -51456.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51599.976562 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -51599.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -51681.679688 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -51681.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -51740.367188 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -51740.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -51777.914062 Penalty: 2930.409180
	Iteration 12Q: 3 clusters Score -51777.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -51777.914062 Penalty: 2930.409180
	Iteration 13F: 3 clusters Score -51777.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34390 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188065 members 
Mstep: Class 13 contains 187074 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52560 members 
Mstep: Class 27 contains 25777 members 
Mstep: Class 28 contains 56976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 557 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175722 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28108 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25710 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 253 members 
Mstep: Class 57 contains 6383 members 
Mstep: Class 58 contains 1896 members 
Mstep: Class 59 contains 1760 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2508 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11216 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 115 members 
Entering Unmasked Estep 
Score: -133752952.000000 Penalty: 253084.625000
Splitting cluster 56 changes total score from -133754656.000000 to -133752952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -746796.437500 Penalty: 2172.825684
	Iteration 0F: 2 clusters Score -746796.4 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 3214 members 
Entering Unmasked Estep 
Score: -741395.312500 Penalty: 4345.651367
	Iteration 0F: 3 clusters Score -741395.3 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -742730.875000 Penalty: 4345.651367
	Iteration 1F: 3 clusters Score -742730.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -742972.375000 Penalty: 4345.651367
	Iteration 2F: 3 clusters Score -742972.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -743126.187500 Penalty: 4345.651367
	Iteration 3Q: 3 clusters Score -743126.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -743236.125000 Penalty: 4345.651367
	Iteration 4Q: 3 clusters Score -743236.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -743332.875000 Penalty: 4345.651367
	Iteration 5Q: 3 clusters Score -743332.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -743442.375000 Penalty: 4345.651367
	Iteration 6Q: 3 clusters Score -743442.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -743538.687500 Penalty: 4345.651367
	Iteration 7Q: 3 clusters Score -743538.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -743635.875000 Penalty: 4345.651367
	Iteration 8Q: 3 clusters Score -743635.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -743733.750000 Penalty: 4345.651367
	Iteration 9Q: 3 clusters Score -743733.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -743830.875000 Penalty: 4345.651367
	Iteration 10Q: 3 clusters Score -743830.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -743949.937500 Penalty: 4345.651367
	Iteration 11Q: 3 clusters Score -743949.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -744090.000000 Penalty: 4345.651367
	Iteration 12Q: 3 clusters Score -744090 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -744219.312500 Penalty: 4345.651367
	Iteration 13Q: 3 clusters Score -744219.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -744346.437500 Penalty: 4345.651367
	Iteration 14Q: 3 clusters Score -744346.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -744447.750000 Penalty: 4345.651367
	Iteration 15Q: 3 clusters Score -744447.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -744544.250000 Penalty: 4345.651367
	Iteration 16Q: 3 clusters Score -744544.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -744608.812500 Penalty: 4345.651367
	Iteration 17Q: 3 clusters Score -744608.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -744654.562500 Penalty: 4345.651367
	Iteration 18Q: 3 clusters Score -744654.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -744695.875000 Penalty: 4345.651367
	Iteration 19Q: 3 clusters Score -744695.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -744732.312500 Penalty: 4345.651367
	Iteration 20F: 3 clusters Score -744732.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -744763.375000 Penalty: 4345.651367
	Iteration 21Q: 3 clusters Score -744763.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -744789.812500 Penalty: 4345.651367
	Iteration 22Q: 3 clusters Score -744789.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -744817.062500 Penalty: 4345.651367
	Iteration 23Q: 3 clusters Score -744817.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -744830.562500 Penalty: 4345.651367
	Iteration 24Q: 3 clusters Score -744830.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -744844.187500 Penalty: 4345.651367
	Iteration 25Q: 3 clusters Score -744844.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -744855.562500 Penalty: 4345.651367
	Iteration 26Q: 3 clusters Score -744855.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -744863.187500 Penalty: 4345.651367
	Iteration 27Q: 3 clusters Score -744863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -744868.750000 Penalty: 4345.651367
	Iteration 28Q: 3 clusters Score -744868.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -744872.250000 Penalty: 4345.651367
	Iteration 29Q: 3 clusters Score -744872.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -744874.187500 Penalty: 4345.651367
	Iteration 30Q: 3 clusters Score -744874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -744876.000000 Penalty: 4345.651367
	Iteration 31Q: 3 clusters Score -744876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -744876.750000 Penalty: 4345.651367
	Iteration 32Q: 3 clusters Score -744876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -744878.625000 Penalty: 4345.651367
	Iteration 33Q: 3 clusters Score -744878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -744879.250000 Penalty: 4345.651367
	Iteration 34Q: 3 clusters Score -744879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -744879.937500 Penalty: 4345.651367
	Iteration 35Q: 3 clusters Score -744879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -744880.562500 Penalty: 4345.651367
	Iteration 36Q: 3 clusters Score -744880.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -744880.562500 Penalty: 4345.651367
	Iteration 37F: 3 clusters Score -744880.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -273465.625000 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -273465.6 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 953 members 
Entering Unmasked Estep 
Score: -271021.906250 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -271021.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -271893.843750 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -271893.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -272813.906250 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -272813.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -273690.718750 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -273690.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -274489.406250 Penalty: 3743.560791
	Iteration 4F: 3 clusters Score -274489.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -275036.156250 Penalty: 3743.560791
	Iteration 5F: 3 clusters Score -275036.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -275302.406250 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -275302.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -275404.750000 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -275404.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -275487.218750 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -275487.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -275644.937500 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -275644.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -275806.218750 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -275806.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -275967.562500 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -275967.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -276102.875000 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -276102.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -276187.625000 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -276187.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -276252.906250 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -276252.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -276316.531250 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -276316.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -276399.750000 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -276399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -276447.968750 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -276448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -276455.156250 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -276455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -276461.531250 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -276461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -276468.406250 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -276468.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -276477.218750 Penalty: 3743.560791
	Iteration 21Q: 3 clusters Score -276477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -276504.187500 Penalty: 3743.560791
	Iteration 22Q: 3 clusters Score -276504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -276530.562500 Penalty: 3743.560791
	Iteration 23Q: 3 clusters Score -276530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -276538.437500 Penalty: 3743.560791
	Iteration 24Q: 3 clusters Score -276538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -276541.843750 Penalty: 3743.560791
	Iteration 25Q: 3 clusters Score -276541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -276544.750000 Penalty: 3743.560791
	Iteration 26Q: 3 clusters Score -276544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -276547.375000 Penalty: 3743.560791
	Iteration 27Q: 3 clusters Score -276547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -276547.375000 Penalty: 3743.560791
	Iteration 28F: 3 clusters Score -276547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34390 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188065 members 
Mstep: Class 13 contains 187074 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52560 members 
Mstep: Class 27 contains 25777 members 
Mstep: Class 28 contains 56976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 557 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175722 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28108 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25710 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6383 members 
Mstep: Class 58 contains 1257 members 
Mstep: Class 59 contains 1760 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2508 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11216 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 639 members 
Entering Unmasked Estep 
Score: -133756320.000000 Penalty: 253084.625000
Splitting cluster 58 changes total score from -133754656.000000 to -133756320.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 60 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -384432.875000 Penalty: 2009.666626
	Iteration 0F: 2 clusters Score -384432.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -381019.406250 Penalty: 4019.333252
	Iteration 0F: 3 clusters Score -381019.4 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -381733.281250 Penalty: 4019.333252
	Iteration 1F: 3 clusters Score -381733.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -381906.406250 Penalty: 4019.333252
	Iteration 2F: 3 clusters Score -381906.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -382002.687500 Penalty: 4019.333252
	Iteration 3Q: 3 clusters Score -382002.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -382065.625000 Penalty: 4019.333252
	Iteration 4Q: 3 clusters Score -382065.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -382110.375000 Penalty: 4019.333252
	Iteration 5Q: 3 clusters Score -382110.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -382147.312500 Penalty: 4019.333252
	Iteration 6Q: 3 clusters Score -382147.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -382187.468750 Penalty: 4019.333252
	Iteration 7Q: 3 clusters Score -382187.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -382222.406250 Penalty: 4019.333252
	Iteration 8Q: 3 clusters Score -382222.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -382252.125000 Penalty: 4019.333252
	Iteration 9Q: 3 clusters Score -382252.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -382273.750000 Penalty: 4019.333252
	Iteration 10Q: 3 clusters Score -382273.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -382294.281250 Penalty: 4019.333252
	Iteration 11Q: 3 clusters Score -382294.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -382319.468750 Penalty: 4019.333252
	Iteration 12Q: 3 clusters Score -382319.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -382340.250000 Penalty: 4019.333252
	Iteration 13Q: 3 clusters Score -382340.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -382356.625000 Penalty: 4019.333252
	Iteration 14Q: 3 clusters Score -382356.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -382369.687500 Penalty: 4019.333252
	Iteration 15Q: 3 clusters Score -382369.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -382379.937500 Penalty: 4019.333252
	Iteration 16Q: 3 clusters Score -382379.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -382387.843750 Penalty: 4019.333252
	Iteration 17Q: 3 clusters Score -382387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -382394.468750 Penalty: 4019.333252
	Iteration 18Q: 3 clusters Score -382394.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -382400.343750 Penalty: 4019.333252
	Iteration 19Q: 3 clusters Score -382400.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -382406.687500 Penalty: 4019.333252
	Iteration 20F: 3 clusters Score -382406.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -382410.781250 Penalty: 4019.333252
	Iteration 21Q: 3 clusters Score -382410.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -382413.218750 Penalty: 4019.333252
	Iteration 22Q: 3 clusters Score -382413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -382416.843750 Penalty: 4019.333252
	Iteration 23Q: 3 clusters Score -382416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -382421.031250 Penalty: 4019.333252
	Iteration 24Q: 3 clusters Score -382421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -382422.250000 Penalty: 4019.333252
	Iteration 25Q: 3 clusters Score -382422.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -382424.968750 Penalty: 4019.333252
	Iteration 26Q: 3 clusters Score -382425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -382429.125000 Penalty: 4019.333252
	Iteration 27Q: 3 clusters Score -382429.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -382436.531250 Penalty: 4019.333252
	Iteration 28Q: 3 clusters Score -382436.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -382445.437500 Penalty: 4019.333252
	Iteration 29Q: 3 clusters Score -382445.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -382459.781250 Penalty: 4019.333252
	Iteration 30Q: 3 clusters Score -382459.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -382469.281250 Penalty: 4019.333252
	Iteration 31Q: 3 clusters Score -382469.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -382479.031250 Penalty: 4019.333252
	Iteration 32Q: 3 clusters Score -382479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -382488.593750 Penalty: 4019.333252
	Iteration 33Q: 3 clusters Score -382488.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -382498.562500 Penalty: 4019.333252
	Iteration 34Q: 3 clusters Score -382498.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -382505.156250 Penalty: 4019.333252
	Iteration 35Q: 3 clusters Score -382505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -382509.218750 Penalty: 4019.333252
	Iteration 36Q: 3 clusters Score -382509.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -382513.437500 Penalty: 4019.333252
	Iteration 37Q: 3 clusters Score -382513.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -382515.781250 Penalty: 4019.333252
	Iteration 38Q: 3 clusters Score -382515.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -382518.718750 Penalty: 4019.333252
	Iteration 39Q: 3 clusters Score -382518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -382520.906250 Penalty: 4019.333252
	Iteration 40F: 3 clusters Score -382520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -382521.531250 Penalty: 4019.333252
	Iteration 41Q: 3 clusters Score -382521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -382523.343750 Penalty: 4019.333252
	Iteration 42Q: 3 clusters Score -382523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -382525.843750 Penalty: 4019.333252
	Iteration 43Q: 3 clusters Score -382525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -382527.718750 Penalty: 4019.333252
	Iteration 44Q: 3 clusters Score -382527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -382530.000000 Penalty: 4019.333252
	Iteration 45Q: 3 clusters Score -382530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -382536.250000 Penalty: 4019.333252
	Iteration 46Q: 3 clusters Score -382536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -382540.000000 Penalty: 4019.333252
	Iteration 47Q: 3 clusters Score -382540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -382542.656250 Penalty: 4019.333252
	Iteration 48Q: 3 clusters Score -382542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -382546.812500 Penalty: 4019.333252
	Iteration 49Q: 3 clusters Score -382546.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -382552.531250 Penalty: 4019.333252
	Iteration 50Q: 3 clusters Score -382552.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -382558.312500 Penalty: 4019.333252
	Iteration 51Q: 3 clusters Score -382558.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -382561.531250 Penalty: 4019.333252
	Iteration 52Q: 3 clusters Score -382561.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -382565.250000 Penalty: 4019.333252
	Iteration 53Q: 3 clusters Score -382565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -382566.593750 Penalty: 4019.333252
	Iteration 54Q: 3 clusters Score -382566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -382568.906250 Penalty: 4019.333252
	Iteration 55Q: 3 clusters Score -382568.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -382568.625000 Penalty: 4019.333252
	Iteration 56Q: 3 clusters Score -382568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -382570.000000 Penalty: 4019.333252
	Iteration 57Q: 3 clusters Score -382570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -382570.000000 Penalty: 4019.333252
	Iteration 58Q: 3 clusters Score -382570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -382570.468750 Penalty: 4019.333252
	Iteration 59Q: 3 clusters Score -382570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -382573.343750 Penalty: 4019.333252
	Iteration 60F: 3 clusters Score -382573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -382575.968750 Penalty: 4019.333252
	Iteration 61Q: 3 clusters Score -382576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -382578.437500 Penalty: 4019.333252
	Iteration 62Q: 3 clusters Score -382578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -382579.125000 Penalty: 4019.333252
	Iteration 63Q: 3 clusters Score -382579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -382579.937500 Penalty: 4019.333252
	Iteration 64Q: 3 clusters Score -382579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -382579.937500 Penalty: 4019.333252
	Iteration 65F: 3 clusters Score -382579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (8409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Entering Unmasked Estep 
Score: -979556.125000 Penalty: 2241.190430
	Iteration 0F: 2 clusters Score -979556.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -972823.375000 Penalty: 4482.380859
	Iteration 0F: 3 clusters Score -972823.4 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -974738.062500 Penalty: 4482.380859
	Iteration 1F: 3 clusters Score -974738.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -975043.000000 Penalty: 4482.380859
	Iteration 2F: 3 clusters Score -975043 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -975229.437500 Penalty: 4482.380859
	Iteration 3F: 3 clusters Score -975229.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -975364.437500 Penalty: 4482.380859
	Iteration 4Q: 3 clusters Score -975364.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -975482.875000 Penalty: 4482.380859
	Iteration 5Q: 3 clusters Score -975482.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -975590.250000 Penalty: 4482.380859
	Iteration 6Q: 3 clusters Score -975590.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -975705.062500 Penalty: 4482.380859
	Iteration 7Q: 3 clusters Score -975705.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -975849.250000 Penalty: 4482.380859
	Iteration 8Q: 3 clusters Score -975849.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -975998.687500 Penalty: 4482.380859
	Iteration 9Q: 3 clusters Score -975998.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -976156.812500 Penalty: 4482.380859
	Iteration 10Q: 3 clusters Score -976156.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -976319.187500 Penalty: 4482.380859
	Iteration 11Q: 3 clusters Score -976319.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -976479.625000 Penalty: 4482.380859
	Iteration 12Q: 3 clusters Score -976479.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -976635.375000 Penalty: 4482.380859
	Iteration 13Q: 3 clusters Score -976635.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -976788.437500 Penalty: 4482.380859
	Iteration 14Q: 3 clusters Score -976788.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -976924.500000 Penalty: 4482.380859
	Iteration 15Q: 3 clusters Score -976924.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -977062.625000 Penalty: 4482.380859
	Iteration 16Q: 3 clusters Score -977062.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -977171.937500 Penalty: 4482.380859
	Iteration 17Q: 3 clusters Score -977171.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -977259.062500 Penalty: 4482.380859
	Iteration 18Q: 3 clusters Score -977259.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -977333.812500 Penalty: 4482.380859
	Iteration 19Q: 3 clusters Score -977333.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -977399.187500 Penalty: 4482.380859
	Iteration 20F: 3 clusters Score -977399.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -977452.437500 Penalty: 4482.380859
	Iteration 21Q: 3 clusters Score -977452.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -977491.687500 Penalty: 4482.380859
	Iteration 22Q: 3 clusters Score -977491.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -977518.250000 Penalty: 4482.380859
	Iteration 23Q: 3 clusters Score -977518.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -977546.562500 Penalty: 4482.380859
	Iteration 24Q: 3 clusters Score -977546.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -977567.625000 Penalty: 4482.380859
	Iteration 25Q: 3 clusters Score -977567.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -977585.562500 Penalty: 4482.380859
	Iteration 26Q: 3 clusters Score -977585.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -977600.312500 Penalty: 4482.380859
	Iteration 27Q: 3 clusters Score -977600.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -977610.687500 Penalty: 4482.380859
	Iteration 28Q: 3 clusters Score -977610.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -977619.562500 Penalty: 4482.380859
	Iteration 29Q: 3 clusters Score -977619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -977622.625000 Penalty: 4482.380859
	Iteration 30Q: 3 clusters Score -977622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -977627.687500 Penalty: 4482.380859
	Iteration 31Q: 3 clusters Score -977627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -977630.750000 Penalty: 4482.380859
	Iteration 32Q: 3 clusters Score -977630.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -977635.312500 Penalty: 4482.380859
	Iteration 33Q: 3 clusters Score -977635.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -977646.187500 Penalty: 4482.380859
	Iteration 34Q: 3 clusters Score -977646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -977651.187500 Penalty: 4482.380859
	Iteration 35Q: 3 clusters Score -977651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -977659.312500 Penalty: 4482.380859
	Iteration 36Q: 3 clusters Score -977659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -977663.312500 Penalty: 4482.380859
	Iteration 37Q: 3 clusters Score -977663.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -977665.375000 Penalty: 4482.380859
	Iteration 38Q: 3 clusters Score -977665.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -977668.250000 Penalty: 4482.380859
	Iteration 39Q: 3 clusters Score -977668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -977668.187500 Penalty: 4482.380859
	Iteration 40F: 3 clusters Score -977668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -977670.437500 Penalty: 4482.380859
	Iteration 41Q: 3 clusters Score -977670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -977669.187500 Penalty: 4482.380859
	Iteration 42Q: 3 clusters Score -977669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -977670.187500 Penalty: 4482.380859
	Iteration 43Q: 3 clusters Score -977670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -977670.187500 Penalty: 4482.380859
	Iteration 44F: 3 clusters Score -977670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -116354.937500 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -116354.9 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 431 members 
Entering Unmasked Estep 
Score: -114532.328125 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -114532.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114948.531250 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -114948.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115144.515625 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -115144.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115317.804688 Penalty: 3349.125977
	Iteration 3F: 3 clusters Score -115317.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115565.976562 Penalty: 3349.125977
	Iteration 4F: 3 clusters Score -115566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115735.953125 Penalty: 3349.125977
	Iteration 5F: 3 clusters Score -115736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -115883.023438 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -115883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115944.726562 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -115944.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115962.695312 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -115962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115978.984375 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -115979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115990.484375 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -115990.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116004.468750 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -116004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -116035.796875 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -116035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116054.953125 Penalty: 3349.125977
	Iteration 13Q: 3 clusters Score -116055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116113.085938 Penalty: 3349.125977
	Iteration 14Q: 3 clusters Score -116113.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -116135.976562 Penalty: 3349.125977
	Iteration 15Q: 3 clusters Score -116136 nChanged 3
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: -116144.773438 Penalty: 3349.125977
	Iteration 16Q: 3 clusters Score -116144.8 nChanged 4
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: -116154.515625 Penalty: 3349.125977
	Iteration 17Q: 3 clusters Score -116154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116164.710938 Penalty: 3349.125977
	Iteration 18Q: 3 clusters Score -116164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116167.125000 Penalty: 3349.125977
	Iteration 19Q: 3 clusters Score -116167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116167.125000 Penalty: 3349.125977
	Iteration 20F: 3 clusters Score -116167.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -46545.480469 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -46545.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45228.941406 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -45228.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45378.546875 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -45378.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45437.835938 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -45437.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45469.257812 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -45469.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45496.558594 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -45496.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45515.960938 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -45515.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45524.726562 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -45524.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45552.148438 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -45552.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45613.457031 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -45613.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45670.796875 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -45670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45702.585938 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -45702.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45742.550781 Penalty: 2880.838867
	Iteration 11Q: 3 clusters Score -45742.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45772.171875 Penalty: 2880.838867
	Iteration 12Q: 3 clusters Score -45772.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45799.941406 Penalty: 2880.838867
	Iteration 13Q: 3 clusters Score -45799.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45821.867188 Penalty: 2880.838867
	Iteration 14Q: 3 clusters Score -45821.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45847.207031 Penalty: 2880.838867
	Iteration 15Q: 3 clusters Score -45847.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45871.710938 Penalty: 2880.838867
	Iteration 16Q: 3 clusters Score -45871.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45896.640625 Penalty: 2880.838867
	Iteration 17Q: 3 clusters Score -45896.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45920.160156 Penalty: 2880.838867
	Iteration 18Q: 3 clusters Score -45920.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45936.886719 Penalty: 2880.838867
	Iteration 19Q: 3 clusters Score -45936.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45978.148438 Penalty: 2880.838867
	Iteration 20F: 3 clusters Score -45978.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46028.929688 Penalty: 2880.838867
	Iteration 21Q: 3 clusters Score -46028.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46048.949219 Penalty: 2880.838867
	Iteration 22Q: 3 clusters Score -46048.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46067.210938 Penalty: 2880.838867
	Iteration 23Q: 3 clusters Score -46067.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46096.480469 Penalty: 2880.838867
	Iteration 24Q: 3 clusters Score -46096.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46098.546875 Penalty: 2880.838867
	Iteration 25Q: 3 clusters Score -46098.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46098.546875 Penalty: 2880.838867
	Iteration 26F: 3 clusters Score -46098.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Entering Unmasked Estep 
Score: -630338.500000 Penalty: 2138.680908
	Iteration 0F: 2 clusters Score -630338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -625461.437500 Penalty: 4277.361816
	Iteration 0F: 3 clusters Score -625461.4 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -626758.062500 Penalty: 4277.361816
	Iteration 1F: 3 clusters Score -626758.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -627078.062500 Penalty: 4277.361816
	Iteration 2F: 3 clusters Score -627078.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -627357.312500 Penalty: 4277.361816
	Iteration 3F: 3 clusters Score -627357.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -627602.562500 Penalty: 4277.361816
	Iteration 4F: 3 clusters Score -627602.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -627805.500000 Penalty: 4277.361816
	Iteration 5Q: 3 clusters Score -627805.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -627987.312500 Penalty: 4277.361816
	Iteration 6Q: 3 clusters Score -627987.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -628126.562500 Penalty: 4277.361816
	Iteration 7Q: 3 clusters Score -628126.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -628247.750000 Penalty: 4277.361816
	Iteration 8Q: 3 clusters Score -628247.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -628348.875000 Penalty: 4277.361816
	Iteration 9Q: 3 clusters Score -628348.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -628422.187500 Penalty: 4277.361816
	Iteration 10Q: 3 clusters Score -628422.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -628480.562500 Penalty: 4277.361816
	Iteration 11Q: 3 clusters Score -628480.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -628536.437500 Penalty: 4277.361816
	Iteration 12Q: 3 clusters Score -628536.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -628587.750000 Penalty: 4277.361816
	Iteration 13Q: 3 clusters Score -628587.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -628628.562500 Penalty: 4277.361816
	Iteration 14Q: 3 clusters Score -628628.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -628668.187500 Penalty: 4277.361816
	Iteration 15Q: 3 clusters Score -628668.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -628706.062500 Penalty: 4277.361816
	Iteration 16Q: 3 clusters Score -628706.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -628735.687500 Penalty: 4277.361816
	Iteration 17Q: 3 clusters Score -628735.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -628759.187500 Penalty: 4277.361816
	Iteration 18Q: 3 clusters Score -628759.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -628786.125000 Penalty: 4277.361816
	Iteration 19Q: 3 clusters Score -628786.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -628805.625000 Penalty: 4277.361816
	Iteration 20F: 3 clusters Score -628805.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -628835.500000 Penalty: 4277.361816
	Iteration 21Q: 3 clusters Score -628835.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -628869.687500 Penalty: 4277.361816
	Iteration 22Q: 3 clusters Score -628869.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -628899.125000 Penalty: 4277.361816
	Iteration 23Q: 3 clusters Score -628899.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -628921.437500 Penalty: 4277.361816
	Iteration 24Q: 3 clusters Score -628921.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -628941.750000 Penalty: 4277.361816
	Iteration 25Q: 3 clusters Score -628941.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -628956.312500 Penalty: 4277.361816
	Iteration 26Q: 3 clusters Score -628956.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -628969.000000 Penalty: 4277.361816
	Iteration 27Q: 3 clusters Score -628969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -628978.750000 Penalty: 4277.361816
	Iteration 28Q: 3 clusters Score -628978.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -628990.062500 Penalty: 4277.361816
	Iteration 29Q: 3 clusters Score -628990.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -629001.687500 Penalty: 4277.361816
	Iteration 30Q: 3 clusters Score -629001.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -629011.812500 Penalty: 4277.361816
	Iteration 31Q: 3 clusters Score -629011.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -629022.250000 Penalty: 4277.361816
	Iteration 32Q: 3 clusters Score -629022.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -629036.125000 Penalty: 4277.361816
	Iteration 33Q: 3 clusters Score -629036.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -629048.750000 Penalty: 4277.361816
	Iteration 34Q: 3 clusters Score -629048.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -629055.250000 Penalty: 4277.361816
	Iteration 35Q: 3 clusters Score -629055.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -629062.000000 Penalty: 4277.361816
	Iteration 36Q: 3 clusters Score -629062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -629065.812500 Penalty: 4277.361816
	Iteration 37Q: 3 clusters Score -629065.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -629071.625000 Penalty: 4277.361816
	Iteration 38Q: 3 clusters Score -629071.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -629078.062500 Penalty: 4277.361816
	Iteration 39Q: 3 clusters Score -629078.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -629087.125000 Penalty: 4277.361816
	Iteration 40F: 3 clusters Score -629087.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -629095.812500 Penalty: 4277.361816
	Iteration 41Q: 3 clusters Score -629095.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -629098.625000 Penalty: 4277.361816
	Iteration 42Q: 3 clusters Score -629098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -629099.375000 Penalty: 4277.361816
	Iteration 43Q: 3 clusters Score -629099.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -629101.375000 Penalty: 4277.361816
	Iteration 44Q: 3 clusters Score -629101.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -629104.187500 Penalty: 4277.361816
	Iteration 45Q: 3 clusters Score -629104.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -629108.125000 Penalty: 4277.361816
	Iteration 46Q: 3 clusters Score -629108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -629110.375000 Penalty: 4277.361816
	Iteration 47Q: 3 clusters Score -629110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -629112.000000 Penalty: 4277.361816
	Iteration 48Q: 3 clusters Score -629112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -629113.875000 Penalty: 4277.361816
	Iteration 49Q: 3 clusters Score -629113.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -629116.187500 Penalty: 4277.361816
	Iteration 50Q: 3 clusters Score -629116.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -629118.625000 Penalty: 4277.361816
	Iteration 51Q: 3 clusters Score -629118.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -629119.500000 Penalty: 4277.361816
	Iteration 52Q: 3 clusters Score -629119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -629121.437500 Penalty: 4277.361816
	Iteration 53Q: 3 clusters Score -629121.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -629122.125000 Penalty: 4277.361816
	Iteration 54Q: 3 clusters Score -629122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -629124.062500 Penalty: 4277.361816
	Iteration 55Q: 3 clusters Score -629124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -629128.875000 Penalty: 4277.361816
	Iteration 56Q: 3 clusters Score -629128.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -629130.687500 Penalty: 4277.361816
	Iteration 57Q: 3 clusters Score -629130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -629132.125000 Penalty: 4277.361816
	Iteration 58Q: 3 clusters Score -629132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -629131.875000 Penalty: 4277.361816
	Iteration 59Q: 3 clusters Score -629131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -629133.250000 Penalty: 4277.361816
	Iteration 60F: 3 clusters Score -629133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -629133.312500 Penalty: 4277.361816
	Iteration 61Q: 3 clusters Score -629133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -629133.062500 Penalty: 4277.361816
	Iteration 62Q: 3 clusters Score -629133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -629135.875000 Penalty: 4277.361816
	Iteration 63Q: 3 clusters Score -629135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -629137.437500 Penalty: 4277.361816
	Iteration 64Q: 3 clusters Score -629137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -629137.437500 Penalty: 4277.361816
	Iteration 65F: 3 clusters Score -629137.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -98331.648438 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -98331.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96747.796875 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -96747.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97452.539062 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -97452.54 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97773.257812 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -97773.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -97922.250000 Penalty: 3288.819092
	Iteration 3Q: 3 clusters Score -97922.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -98022.601562 Penalty: 3288.819092
	Iteration 4Q: 3 clusters Score -98022.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -98119.085938 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -98119.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98191.820312 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -98191.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98259.226562 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -98259.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98289.187500 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -98289.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98295.453125 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -98295.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98302.195312 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -98302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98317.921875 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -98317.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98339.570312 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -98339.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98363.765625 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -98363.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -98372.382812 Penalty: 3288.819092
	Iteration 14Q: 3 clusters Score -98372.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98375.625000 Penalty: 3288.819092
	Iteration 15Q: 3 clusters Score -98375.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98376.843750 Penalty: 3288.819092
	Iteration 16F: 3 clusters Score -98376.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98399.281250 Penalty: 3288.819092
	Iteration 17Q: 3 clusters Score -98399.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98412.859375 Penalty: 3288.819092
	Iteration 18Q: 3 clusters Score -98412.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98417.625000 Penalty: 3288.819092
	Iteration 19Q: 3 clusters Score -98417.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98417.625000 Penalty: 3288.819092
	Iteration 20F: 3 clusters Score -98417.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34390 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188065 members 
Mstep: Class 13 contains 187074 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52560 members 
Mstep: Class 27 contains 25777 members 
Mstep: Class 28 contains 56976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 557 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175722 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28108 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25710 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6383 members 
Mstep: Class 58 contains 1257 members 
Mstep: Class 59 contains 1760 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 309 members 
Mstep: Class 66 contains 2508 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11216 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 639 members 
Mstep: Class 74 contains 449 members 
Entering Unmasked Estep 
Score: -133754624.000000 Penalty: 256551.531250
Splitting cluster 65 changes total score from -133754656.000000 to -133754624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (2508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Entering Unmasked Estep 
Score: -287882.125000 Penalty: 1941.155762
	Iteration 0F: 2 clusters Score -287882.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -284918.843750 Penalty: 3882.311523
	Iteration 0F: 3 clusters Score -284918.8 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -285456.625000 Penalty: 3882.311523
	Iteration 1F: 3 clusters Score -285456.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -285573.468750 Penalty: 3882.311523
	Iteration 2F: 3 clusters Score -285573.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -285640.406250 Penalty: 3882.311523
	Iteration 3Q: 3 clusters Score -285640.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -285682.250000 Penalty: 3882.311523
	Iteration 4Q: 3 clusters Score -285682.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -285710.906250 Penalty: 3882.311523
	Iteration 5Q: 3 clusters Score -285710.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -285730.718750 Penalty: 3882.311523
	Iteration 6Q: 3 clusters Score -285730.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -285750.093750 Penalty: 3882.311523
	Iteration 7Q: 3 clusters Score -285750.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -285768.687500 Penalty: 3882.311523
	Iteration 8Q: 3 clusters Score -285768.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -285786.250000 Penalty: 3882.311523
	Iteration 9Q: 3 clusters Score -285786.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -285809.250000 Penalty: 3882.311523
	Iteration 10Q: 3 clusters Score -285809.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -285824.531250 Penalty: 3882.311523
	Iteration 11Q: 3 clusters Score -285824.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -285834.406250 Penalty: 3882.311523
	Iteration 12Q: 3 clusters Score -285834.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -285841.187500 Penalty: 3882.311523
	Iteration 13Q: 3 clusters Score -285841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -285845.093750 Penalty: 3882.311523
	Iteration 14Q: 3 clusters Score -285845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -285850.437500 Penalty: 3882.311523
	Iteration 15Q: 3 clusters Score -285850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -285854.437500 Penalty: 3882.311523
	Iteration 16Q: 3 clusters Score -285854.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -285856.562500 Penalty: 3882.311523
	Iteration 17Q: 3 clusters Score -285856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -285859.937500 Penalty: 3882.311523
	Iteration 18Q: 3 clusters Score -285859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -285863.468750 Penalty: 3882.311523
	Iteration 19Q: 3 clusters Score -285863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -285865.187500 Penalty: 3882.311523
	Iteration 20F: 3 clusters Score -285865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -285866.375000 Penalty: 3882.311523
	Iteration 21Q: 3 clusters Score -285866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -285868.468750 Penalty: 3882.311523
	Iteration 22Q: 3 clusters Score -285868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -285869.406250 Penalty: 3882.311523
	Iteration 23Q: 3 clusters Score -285869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -285869.406250 Penalty: 3882.311523
	Iteration 24F: 3 clusters Score -285869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -404082.187500 Penalty: 1967.136719
	Iteration 0F: 2 clusters Score -404082.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -400990.812500 Penalty: 3934.273438
	Iteration 0F: 3 clusters Score -400990.8 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -401806.781250 Penalty: 3934.273438
	Iteration 1F: 3 clusters Score -401806.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -402104.468750 Penalty: 3934.273438
	Iteration 2F: 3 clusters Score -402104.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -402310.468750 Penalty: 3934.273438
	Iteration 3F: 3 clusters Score -402310.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -402571.000000 Penalty: 3934.273438
	Iteration 4F: 3 clusters Score -402571 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -402789.375000 Penalty: 3934.273438
	Iteration 5F: 3 clusters Score -402789.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -402899.218750 Penalty: 3934.273438
	Iteration 6Q: 3 clusters Score -402899.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -402968.375000 Penalty: 3934.273438
	Iteration 7Q: 3 clusters Score -402968.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -403010.531250 Penalty: 3934.273438
	Iteration 8Q: 3 clusters Score -403010.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -403051.562500 Penalty: 3934.273438
	Iteration 9Q: 3 clusters Score -403051.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -403091.375000 Penalty: 3934.273438
	Iteration 10Q: 3 clusters Score -403091.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -403120.750000 Penalty: 3934.273438
	Iteration 11Q: 3 clusters Score -403120.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -403144.687500 Penalty: 3934.273438
	Iteration 12Q: 3 clusters Score -403144.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -403160.187500 Penalty: 3934.273438
	Iteration 13Q: 3 clusters Score -403160.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -403174.531250 Penalty: 3934.273438
	Iteration 14Q: 3 clusters Score -403174.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -403186.656250 Penalty: 3934.273438
	Iteration 15Q: 3 clusters Score -403186.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -403212.968750 Penalty: 3934.273438
	Iteration 16Q: 3 clusters Score -403213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -403245.343750 Penalty: 3934.273438
	Iteration 17Q: 3 clusters Score -403245.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -403272.218750 Penalty: 3934.273438
	Iteration 18Q: 3 clusters Score -403272.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -403293.593750 Penalty: 3934.273438
	Iteration 19Q: 3 clusters Score -403293.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -403310.781250 Penalty: 3934.273438
	Iteration 20F: 3 clusters Score -403310.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -403327.218750 Penalty: 3934.273438
	Iteration 21Q: 3 clusters Score -403327.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -403347.406250 Penalty: 3934.273438
	Iteration 22Q: 3 clusters Score -403347.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -403362.750000 Penalty: 3934.273438
	Iteration 23Q: 3 clusters Score -403362.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -403387.062500 Penalty: 3934.273438
	Iteration 24Q: 3 clusters Score -403387.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -403406.687500 Penalty: 3934.273438
	Iteration 25Q: 3 clusters Score -403406.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -403412.375000 Penalty: 3934.273438
	Iteration 26Q: 3 clusters Score -403412.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -403419.187500 Penalty: 3934.273438
	Iteration 27Q: 3 clusters Score -403419.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -403433.187500 Penalty: 3934.273438
	Iteration 28Q: 3 clusters Score -403433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -403444.406250 Penalty: 3934.273438
	Iteration 29Q: 3 clusters Score -403444.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -403453.531250 Penalty: 3934.273438
	Iteration 30Q: 3 clusters Score -403453.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -403462.406250 Penalty: 3934.273438
	Iteration 31Q: 3 clusters Score -403462.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -403470.187500 Penalty: 3934.273438
	Iteration 32Q: 3 clusters Score -403470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -403475.906250 Penalty: 3934.273438
	Iteration 33Q: 3 clusters Score -403475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -403484.093750 Penalty: 3934.273438
	Iteration 34Q: 3 clusters Score -403484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -403489.687500 Penalty: 3934.273438
	Iteration 35Q: 3 clusters Score -403489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -403492.812500 Penalty: 3934.273438
	Iteration 36Q: 3 clusters Score -403492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -403497.156250 Penalty: 3934.273438
	Iteration 37Q: 3 clusters Score -403497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -403499.250000 Penalty: 3934.273438
	Iteration 38Q: 3 clusters Score -403499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -403500.406250 Penalty: 3934.273438
	Iteration 39Q: 3 clusters Score -403500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -403500.406250 Penalty: 3934.273438
	Iteration 40F: 3 clusters Score -403500.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (11216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Entering Unmasked Estep 
Score: -1303884.250000 Penalty: 2312.623779
	Iteration 0F: 2 clusters Score -1303884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1295523.750000 Penalty: 4625.247559
	Iteration 0F: 3 clusters Score -1295524 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1298022.125000 Penalty: 4625.247559
	Iteration 1F: 3 clusters Score -1298022 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1298337.875000 Penalty: 4625.247559
	Iteration 2F: 3 clusters Score -1298338 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1298549.125000 Penalty: 4625.247559
	Iteration 3Q: 3 clusters Score -1298549 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1298741.750000 Penalty: 4625.247559
	Iteration 4Q: 3 clusters Score -1298742 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1298968.500000 Penalty: 4625.247559
	Iteration 5Q: 3 clusters Score -1298968 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1299265.875000 Penalty: 4625.247559
	Iteration 6Q: 3 clusters Score -1299266 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1299634.750000 Penalty: 4625.247559
	Iteration 7Q: 3 clusters Score -1299635 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1300053.125000 Penalty: 4625.247559
	Iteration 8F: 3 clusters Score -1300053 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1300501.000000 Penalty: 4625.247559
	Iteration 9F: 3 clusters Score -1300501 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1300874.875000 Penalty: 4625.247559
	Iteration 10Q: 3 clusters Score -1300875 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1301194.375000 Penalty: 4625.247559
	Iteration 11Q: 3 clusters Score -1301194 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1301409.750000 Penalty: 4625.247559
	Iteration 12Q: 3 clusters Score -1301410 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1301582.625000 Penalty: 4625.247559
	Iteration 13Q: 3 clusters Score -1301583 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1301695.250000 Penalty: 4625.247559
	Iteration 14Q: 3 clusters Score -1301695 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1301779.250000 Penalty: 4625.247559
	Iteration 15Q: 3 clusters Score -1301779 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1301828.000000 Penalty: 4625.247559
	Iteration 16Q: 3 clusters Score -1301828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1301865.875000 Penalty: 4625.247559
	Iteration 17Q: 3 clusters Score -1301866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1301895.000000 Penalty: 4625.247559
	Iteration 18Q: 3 clusters Score -1301895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1301910.875000 Penalty: 4625.247559
	Iteration 19Q: 3 clusters Score -1301911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1301925.375000 Penalty: 4625.247559
	Iteration 20F: 3 clusters Score -1301925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1301942.500000 Penalty: 4625.247559
	Iteration 21Q: 3 clusters Score -1301942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1301947.500000 Penalty: 4625.247559
	Iteration 22Q: 3 clusters Score -1301948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1301950.500000 Penalty: 4625.247559
	Iteration 23Q: 3 clusters Score -1301950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1301956.125000 Penalty: 4625.247559
	Iteration 24Q: 3 clusters Score -1301956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1301961.250000 Penalty: 4625.247559
	Iteration 25Q: 3 clusters Score -1301961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1301963.125000 Penalty: 4625.247559
	Iteration 26Q: 3 clusters Score -1301963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1301963.875000 Penalty: 4625.247559
	Iteration 27Q: 3 clusters Score -1301964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1301965.250000 Penalty: 4625.247559
	Iteration 28Q: 3 clusters Score -1301965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1301966.500000 Penalty: 4625.247559
	Iteration 29Q: 3 clusters Score -1301966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1301970.750000 Penalty: 4625.247559
	Iteration 30Q: 3 clusters Score -1301971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1301970.125000 Penalty: 4625.247559
	Iteration 31Q: 3 clusters Score -1301970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1301971.375000 Penalty: 4625.247559
	Iteration 32Q: 3 clusters Score -1301971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1301975.875000 Penalty: 4625.247559
	Iteration 33Q: 3 clusters Score -1301976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1301980.500000 Penalty: 4625.247559
	Iteration 34Q: 3 clusters Score -1301980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1301982.625000 Penalty: 4625.247559
	Iteration 35Q: 3 clusters Score -1301983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1301984.000000 Penalty: 4625.247559
	Iteration 36Q: 3 clusters Score -1301984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1301987.750000 Penalty: 4625.247559
	Iteration 37Q: 3 clusters Score -1301988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1301990.375000 Penalty: 4625.247559
	Iteration 38Q: 3 clusters Score -1301990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1301989.750000 Penalty: 4625.247559
	Iteration 39Q: 3 clusters Score -1301990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1301989.875000 Penalty: 4625.247559
	Iteration 40F: 3 clusters Score -1301990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1301990.500000 Penalty: 4625.247559
	Iteration 41Q: 3 clusters Score -1301990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1301990.625000 Penalty: 4625.247559
	Iteration 42Q: 3 clusters Score -1301991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1301992.250000 Penalty: 4625.247559
	Iteration 43Q: 3 clusters Score -1301992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1301992.250000 Penalty: 4625.247559
	Iteration 44F: 3 clusters Score -1301992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Entering Unmasked Estep 
Score: -459068.062500 Penalty: 2056.924316
	Iteration 0F: 2 clusters Score -459068.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -455173.218750 Penalty: 4113.848633
	Iteration 0F: 3 clusters Score -455173.2 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -456076.156250 Penalty: 4113.848633
	Iteration 1F: 3 clusters Score -456076.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -456324.062500 Penalty: 4113.848633
	Iteration 2F: 3 clusters Score -456324.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -456591.093750 Penalty: 4113.848633
	Iteration 3F: 3 clusters Score -456591.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -456832.593750 Penalty: 4113.848633
	Iteration 4F: 3 clusters Score -456832.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -456995.750000 Penalty: 4113.848633
	Iteration 5Q: 3 clusters Score -456995.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -457139.593750 Penalty: 4113.848633
	Iteration 6Q: 3 clusters Score -457139.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -457260.875000 Penalty: 4113.848633
	Iteration 7Q: 3 clusters Score -457260.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -457347.593750 Penalty: 4113.848633
	Iteration 8Q: 3 clusters Score -457347.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -457394.656250 Penalty: 4113.848633
	Iteration 9Q: 3 clusters Score -457394.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -457434.625000 Penalty: 4113.848633
	Iteration 10Q: 3 clusters Score -457434.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -457446.250000 Penalty: 4113.848633
	Iteration 11Q: 3 clusters Score -457446.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -457454.781250 Penalty: 4113.848633
	Iteration 12Q: 3 clusters Score -457454.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -457463.531250 Penalty: 4113.848633
	Iteration 13Q: 3 clusters Score -457463.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -457472.312500 Penalty: 4113.848633
	Iteration 14Q: 3 clusters Score -457472.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -457479.812500 Penalty: 4113.848633
	Iteration 15Q: 3 clusters Score -457479.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -457486.687500 Penalty: 4113.848633
	Iteration 16Q: 3 clusters Score -457486.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -457491.468750 Penalty: 4113.848633
	Iteration 17Q: 3 clusters Score -457491.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -457497.281250 Penalty: 4113.848633
	Iteration 18Q: 3 clusters Score -457497.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -457502.156250 Penalty: 4113.848633
	Iteration 19Q: 3 clusters Score -457502.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -457506.687500 Penalty: 4113.848633
	Iteration 20F: 3 clusters Score -457506.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -457510.000000 Penalty: 4113.848633
	Iteration 21Q: 3 clusters Score -457510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -457511.687500 Penalty: 4113.848633
	Iteration 22Q: 3 clusters Score -457511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -457513.125000 Penalty: 4113.848633
	Iteration 23Q: 3 clusters Score -457513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -457514.218750 Penalty: 4113.848633
	Iteration 24Q: 3 clusters Score -457514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -457514.812500 Penalty: 4113.848633
	Iteration 25Q: 3 clusters Score -457514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -457515.593750 Penalty: 4113.848633
	Iteration 26Q: 3 clusters Score -457515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -457516.875000 Penalty: 4113.848633
	Iteration 27Q: 3 clusters Score -457516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -457518.812500 Penalty: 4113.848633
	Iteration 28Q: 3 clusters Score -457518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -457519.718750 Penalty: 4113.848633
	Iteration 29Q: 3 clusters Score -457519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -457520.593750 Penalty: 4113.848633
	Iteration 30Q: 3 clusters Score -457520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -457521.093750 Penalty: 4113.848633
	Iteration 31Q: 3 clusters Score -457521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -457521.250000 Penalty: 4113.848633
	Iteration 32Q: 3 clusters Score -457521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -457522.218750 Penalty: 4113.848633
	Iteration 33Q: 3 clusters Score -457522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -457522.406250 Penalty: 4113.848633
	Iteration 34Q: 3 clusters Score -457522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -457522.468750 Penalty: 4113.848633
	Iteration 35Q: 3 clusters Score -457522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -457522.468750 Penalty: 4113.848633
	Iteration 36F: 3 clusters Score -457522.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -26397.923828 Penalty: 1313.982666
	Iteration 0F: 2 clusters Score -26397.92 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 95 members 
Entering Unmasked Estep 
Score: -25338.857422 Penalty: 2627.965332
	Iteration 0F: 3 clusters Score -25338.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25572.435547 Penalty: 2627.965332
	Iteration 1F: 3 clusters Score -25572.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25604.990234 Penalty: 2627.965332
	Iteration 2Q: 3 clusters Score -25604.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25617.771484 Penalty: 2627.965332
	Iteration 3Q: 3 clusters Score -25617.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25622.568359 Penalty: 2627.965332
	Iteration 4Q: 3 clusters Score -25622.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25627.033203 Penalty: 2627.965332
	Iteration 5Q: 3 clusters Score -25627.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25627.033203 Penalty: 2627.965332
	Iteration 6F: 3 clusters Score -25627.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -55630.929688 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -55630.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54235.542969 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -54235.54 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54543.089844 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -54543.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54720.664062 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -54720.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54872.843750 Penalty: 2981.588623
	Iteration 3F: 3 clusters Score -54872.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55034.941406 Penalty: 2981.588623
	Iteration 4F: 3 clusters Score -55034.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55218.089844 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -55218.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55393.523438 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -55393.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55515.671875 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -55515.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55552.273438 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -55552.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55572.261719 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -55572.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55600.250000 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -55600.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55633.910156 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -55633.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55663.281250 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -55663.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55686.222656 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -55686.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55711.992188 Penalty: 2981.588623
	Iteration 14Q: 3 clusters Score -55711.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55723.546875 Penalty: 2981.588623
	Iteration 15Q: 3 clusters Score -55723.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55723.546875 Penalty: 2981.588623
	Iteration 16F: 3 clusters Score -55723.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34390 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188065 members 
Mstep: Class 13 contains 187074 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52560 members 
Mstep: Class 27 contains 25777 members 
Mstep: Class 28 contains 56976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 557 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175722 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28108 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25710 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6383 members 
Mstep: Class 58 contains 1257 members 
Mstep: Class 59 contains 1760 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2508 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11216 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 166 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 639 members 
Mstep: Class 74 contains 242 members 
Entering Unmasked Estep 
Score: -133754432.000000 Penalty: 256551.531250
Splitting cluster 71 changes total score from -133754656.000000 to -133754432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (4200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Entering Unmasked Estep 
Score: -478546.281250 Penalty: 2069.024414
	Iteration 0F: 2 clusters Score -478546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -474517.531250 Penalty: 4138.048828
	Iteration 0F: 3 clusters Score -474517.5 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -475406.031250 Penalty: 4138.048828
	Iteration 1F: 3 clusters Score -475406 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -475573.031250 Penalty: 4138.048828
	Iteration 2F: 3 clusters Score -475573 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -475701.000000 Penalty: 4138.048828
	Iteration 3Q: 3 clusters Score -475701 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -475808.593750 Penalty: 4138.048828
	Iteration 4Q: 3 clusters Score -475808.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -475886.343750 Penalty: 4138.048828
	Iteration 5Q: 3 clusters Score -475886.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -475948.687500 Penalty: 4138.048828
	Iteration 6Q: 3 clusters Score -475948.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -476017.531250 Penalty: 4138.048828
	Iteration 7Q: 3 clusters Score -476017.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -476096.000000 Penalty: 4138.048828
	Iteration 8Q: 3 clusters Score -476096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -476176.218750 Penalty: 4138.048828
	Iteration 9Q: 3 clusters Score -476176.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -476265.062500 Penalty: 4138.048828
	Iteration 10Q: 3 clusters Score -476265.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -476371.375000 Penalty: 4138.048828
	Iteration 11Q: 3 clusters Score -476371.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -476477.875000 Penalty: 4138.048828
	Iteration 12Q: 3 clusters Score -476477.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -476581.593750 Penalty: 4138.048828
	Iteration 13Q: 3 clusters Score -476581.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -476651.250000 Penalty: 4138.048828
	Iteration 14Q: 3 clusters Score -476651.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -476712.812500 Penalty: 4138.048828
	Iteration 15Q: 3 clusters Score -476712.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -476774.812500 Penalty: 4138.048828
	Iteration 16Q: 3 clusters Score -476774.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -476813.250000 Penalty: 4138.048828
	Iteration 17Q: 3 clusters Score -476813.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -476845.531250 Penalty: 4138.048828
	Iteration 18Q: 3 clusters Score -476845.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -476878.156250 Penalty: 4138.048828
	Iteration 19Q: 3 clusters Score -476878.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -476906.656250 Penalty: 4138.048828
	Iteration 20F: 3 clusters Score -476906.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -476926.875000 Penalty: 4138.048828
	Iteration 21Q: 3 clusters Score -476926.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -476944.593750 Penalty: 4138.048828
	Iteration 22Q: 3 clusters Score -476944.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -476961.875000 Penalty: 4138.048828
	Iteration 23Q: 3 clusters Score -476961.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -476978.281250 Penalty: 4138.048828
	Iteration 24Q: 3 clusters Score -476978.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -476997.500000 Penalty: 4138.048828
	Iteration 25Q: 3 clusters Score -476997.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -477015.281250 Penalty: 4138.048828
	Iteration 26Q: 3 clusters Score -477015.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -477030.250000 Penalty: 4138.048828
	Iteration 27Q: 3 clusters Score -477030.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -477042.375000 Penalty: 4138.048828
	Iteration 28Q: 3 clusters Score -477042.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -477052.562500 Penalty: 4138.048828
	Iteration 29Q: 3 clusters Score -477052.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -477059.843750 Penalty: 4138.048828
	Iteration 30Q: 3 clusters Score -477059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -477067.500000 Penalty: 4138.048828
	Iteration 31Q: 3 clusters Score -477067.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -477074.031250 Penalty: 4138.048828
	Iteration 32Q: 3 clusters Score -477074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -477076.187500 Penalty: 4138.048828
	Iteration 33Q: 3 clusters Score -477076.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -477080.281250 Penalty: 4138.048828
	Iteration 34Q: 3 clusters Score -477080.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -477084.031250 Penalty: 4138.048828
	Iteration 35Q: 3 clusters Score -477084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -477087.218750 Penalty: 4138.048828
	Iteration 36Q: 3 clusters Score -477087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -477089.750000 Penalty: 4138.048828
	Iteration 37Q: 3 clusters Score -477089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -477093.343750 Penalty: 4138.048828
	Iteration 38Q: 3 clusters Score -477093.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -477094.562500 Penalty: 4138.048828
	Iteration 39Q: 3 clusters Score -477094.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -477098.812500 Penalty: 4138.048828
	Iteration 40F: 3 clusters Score -477098.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -477103.687500 Penalty: 4138.048828
	Iteration 41Q: 3 clusters Score -477103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -477106.562500 Penalty: 4138.048828
	Iteration 42Q: 3 clusters Score -477106.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -477110.125000 Penalty: 4138.048828
	Iteration 43Q: 3 clusters Score -477110.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -477116.312500 Penalty: 4138.048828
	Iteration 44Q: 3 clusters Score -477116.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -477120.031250 Penalty: 4138.048828
	Iteration 45Q: 3 clusters Score -477120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -477122.718750 Penalty: 4138.048828
	Iteration 46Q: 3 clusters Score -477122.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -477127.531250 Penalty: 4138.048828
	Iteration 47Q: 3 clusters Score -477127.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -477132.250000 Penalty: 4138.048828
	Iteration 48Q: 3 clusters Score -477132.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -477135.468750 Penalty: 4138.048828
	Iteration 49Q: 3 clusters Score -477135.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -477139.718750 Penalty: 4138.048828
	Iteration 50Q: 3 clusters Score -477139.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -477146.437500 Penalty: 4138.048828
	Iteration 51Q: 3 clusters Score -477146.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -477148.687500 Penalty: 4138.048828
	Iteration 52Q: 3 clusters Score -477148.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -477153.468750 Penalty: 4138.048828
	Iteration 53Q: 3 clusters Score -477153.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -477162.000000 Penalty: 4138.048828
	Iteration 54Q: 3 clusters Score -477162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -477170.843750 Penalty: 4138.048828
	Iteration 55Q: 3 clusters Score -477170.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -477178.937500 Penalty: 4138.048828
	Iteration 56Q: 3 clusters Score -477178.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -477186.812500 Penalty: 4138.048828
	Iteration 57Q: 3 clusters Score -477186.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -477196.281250 Penalty: 4138.048828
	Iteration 58Q: 3 clusters Score -477196.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -477205.593750 Penalty: 4138.048828
	Iteration 59Q: 3 clusters Score -477205.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -477214.000000 Penalty: 4138.048828
	Iteration 60F: 3 clusters Score -477214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -477221.375000 Penalty: 4138.048828
	Iteration 61Q: 3 clusters Score -477221.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -477226.656250 Penalty: 4138.048828
	Iteration 62Q: 3 clusters Score -477226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -477232.625000 Penalty: 4138.048828
	Iteration 63Q: 3 clusters Score -477232.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -477238.812500 Penalty: 4138.048828
	Iteration 64Q: 3 clusters Score -477238.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -477242.312500 Penalty: 4138.048828
	Iteration 65Q: 3 clusters Score -477242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -477245.125000 Penalty: 4138.048828
	Iteration 66Q: 3 clusters Score -477245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -477247.750000 Penalty: 4138.048828
	Iteration 67Q: 3 clusters Score -477247.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -477251.312500 Penalty: 4138.048828
	Iteration 68Q: 3 clusters Score -477251.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -477255.187500 Penalty: 4138.048828
	Iteration 69Q: 3 clusters Score -477255.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -477259.156250 Penalty: 4138.048828
	Iteration 70Q: 3 clusters Score -477259.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -477266.468750 Penalty: 4138.048828
	Iteration 71Q: 3 clusters Score -477266.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -477273.312500 Penalty: 4138.048828
	Iteration 72Q: 3 clusters Score -477273.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -477277.437500 Penalty: 4138.048828
	Iteration 73Q: 3 clusters Score -477277.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -477285.468750 Penalty: 4138.048828
	Iteration 74Q: 3 clusters Score -477285.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -477293.125000 Penalty: 4138.048828
	Iteration 75Q: 3 clusters Score -477293.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -477296.343750 Penalty: 4138.048828
	Iteration 76Q: 3 clusters Score -477296.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -477298.656250 Penalty: 4138.048828
	Iteration 77Q: 3 clusters Score -477298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -477299.937500 Penalty: 4138.048828
	Iteration 78Q: 3 clusters Score -477299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -477300.187500 Penalty: 4138.048828
	Iteration 79Q: 3 clusters Score -477300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -477301.562500 Penalty: 4138.048828
	Iteration 80F: 3 clusters Score -477301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -477301.375000 Penalty: 4138.048828
	Iteration 81Q: 3 clusters Score -477301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -477302.093750 Penalty: 4138.048828
	Iteration 82Q: 3 clusters Score -477302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -477302.468750 Penalty: 4138.048828
	Iteration 83Q: 3 clusters Score -477302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -477302.468750 Penalty: 4138.048828
	Iteration 84F: 3 clusters Score -477302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 34390 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188065 members 
Mstep: Class 13 contains 187074 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52560 members 
Mstep: Class 27 contains 25777 members 
Mstep: Class 28 contains 56976 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 557 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175722 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42038 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1550 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28108 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 25710 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6383 members 
Mstep: Class 58 contains 1257 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 758 members 
Mstep: Class 66 contains 2508 members 
Mstep: Class 67 contains 2785 members 
Mstep: Class 68 contains 11216 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133756456.000000 Penalty: 253084.625000
Iteration 159Q: 74 clusters Score -1.337565e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 22285 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 34392 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 9924 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 188050 members 
Mstep: Class 13 contains 187064 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 17874 members 
Mstep: Class 21 contains 13267 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43836 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11536 members 
Mstep: Class 26 contains 52545 members 
Mstep: Class 27 contains 25764 members 
Mstep: Class 28 contains 56688 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175711 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 42025 members 
Mstep: Class 36 contains 5982 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 1999 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1558 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5331 members 
Mstep: Class 49 contains 332 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28515 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 705 members 
Mstep: Class 54 contains 25709 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6385 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 1751 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 759 members 
Mstep: Class 66 contains 2535 members 
Mstep: Class 67 contains 2797 members 
Mstep: Class 68 contains 11217 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 194 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133756760.000000 Penalty: 253084.625000
Iteration 160F: 74 clusters Score -1.337568e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 22250 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 34383 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 9923 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 188032 members 
Mstep: Class 13 contains 187053 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 17867 members 
Mstep: Class 21 contains 13267 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 43831 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11534 members 
Mstep: Class 26 contains 52511 members 
Mstep: Class 27 contains 25756 members 
Mstep: Class 28 contains 56399 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175703 members 
Mstep: Class 34 contains 8201 members 
Mstep: Class 35 contains 42011 members 
Mstep: Class 36 contains 5981 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2000 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1564 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5338 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 28930 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 707 members 
Mstep: Class 54 contains 25706 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6391 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 1766 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8409 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 332 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 761 members 
Mstep: Class 66 contains 2568 members 
Mstep: Class 67 contains 2801 members 
Mstep: Class 68 contains 11217 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 192 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133756968.000000 Penalty: 253084.625000
Iteration 161Q: 74 clusters Score -1.33757e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 17888 members 
Mstep: Class 3 contains 22209 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 2403 members 
Mstep: Class 7 contains 34385 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 9921 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 188010 members 
Mstep: Class 13 contains 187041 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 17858 members 
Mstep: Class 21 contains 13267 members 
Mstep: Class 22 contains 844 members 
Mstep: Class 23 contains 43828 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52474 members 
Mstep: Class 27 contains 25747 members 
Mstep: Class 28 contains 56129 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175694 members 
Mstep: Class 34 contains 8202 members 
Mstep: Class 35 contains 42001 members 
Mstep: Class 36 contains 5981 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2000 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1565 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11097 members 
Mstep: Class 48 contains 5340 members 
Mstep: Class 49 contains 331 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 29329 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 707 members 
Mstep: Class 54 contains 25702 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6397 members 
Mstep: Class 58 contains 1215 members 
Mstep: Class 59 contains 1767 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8411 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 763 members 
Mstep: Class 66 contains 2594 members 
Mstep: Class 67 contains 2805 members 
Mstep: Class 68 contains 11218 members 
Mstep: Class 69 contains 4000 members 
Mstep: Class 70 contains 192 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133756856.000000 Penalty: 253084.625000
Iteration 162Q: 74 clusters Score -1.337569e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 17886 members 
Mstep: Class 3 contains 22175 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 8769 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 34381 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 188003 members 
Mstep: Class 13 contains 187026 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 17857 members 
Mstep: Class 21 contains 13264 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43817 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11530 members 
Mstep: Class 26 contains 52454 members 
Mstep: Class 27 contains 25748 members 
Mstep: Class 28 contains 55864 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175681 members 
Mstep: Class 34 contains 8202 members 
Mstep: Class 35 contains 41989 members 
Mstep: Class 36 contains 5982 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2000 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1569 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11096 members 
Mstep: Class 48 contains 5345 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 29709 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 707 members 
Mstep: Class 54 contains 25698 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 6405 members 
Mstep: Class 58 contains 1216 members 
Mstep: Class 59 contains 1767 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8411 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 765 members 
Mstep: Class 66 contains 2616 members 
Mstep: Class 67 contains 2808 members 
Mstep: Class 68 contains 11218 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 191 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133756984.000000 Penalty: 253084.625000
Iteration 163Q: 74 clusters Score -1.33757e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 22154 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8769 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 34375 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187982 members 
Mstep: Class 13 contains 187010 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 17855 members 
Mstep: Class 21 contains 13264 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 43803 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 11529 members 
Mstep: Class 26 contains 52427 members 
Mstep: Class 27 contains 25756 members 
Mstep: Class 28 contains 55622 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8202 members 
Mstep: Class 35 contains 41977 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2000 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1571 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11095 members 
Mstep: Class 48 contains 5351 members 
Mstep: Class 49 contains 328 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 30046 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 707 members 
Mstep: Class 54 contains 25695 members 
Mstep: Class 55 contains 4063 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6413 members 
Mstep: Class 58 contains 1216 members 
Mstep: Class 59 contains 1767 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8411 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 769 members 
Mstep: Class 66 contains 2641 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11218 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 191 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133757168.000000 Penalty: 253084.625000
Iteration 164Q: 74 clusters Score -1.337572e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 34372 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 9912 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187966 members 
Mstep: Class 13 contains 186990 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2709 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 17844 members 
Mstep: Class 21 contains 13264 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 43794 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 11529 members 
Mstep: Class 26 contains 52420 members 
Mstep: Class 27 contains 25761 members 
Mstep: Class 28 contains 55392 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 41967 members 
Mstep: Class 36 contains 5979 members 
Mstep: Class 37 contains 581 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2850 members 
Mstep: Class 40 contains 2274 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2000 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1572 members 
Mstep: Class 45 contains 8536 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11095 members 
Mstep: Class 48 contains 5352 members 
Mstep: Class 49 contains 326 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 30363 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 707 members 
Mstep: Class 54 contains 25692 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6417 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 1768 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8411 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 2657 members 
Mstep: Class 67 contains 2808 members 
Mstep: Class 68 contains 11217 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 191 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133757336.000000 Penalty: 253084.625000
Iteration 165Q: 74 clusters Score -1.337573e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 22119 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 34363 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 9909 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187938 members 
Mstep: Class 13 contains 186992 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 17825 members 
Mstep: Class 21 contains 13265 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 43782 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 11529 members 
Mstep: Class 26 contains 52412 members 
Mstep: Class 27 contains 25759 members 
Mstep: Class 28 contains 55190 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175667 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 41960 members 
Mstep: Class 36 contains 5983 members 
Mstep: Class 37 contains 576 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2850 members 
Mstep: Class 40 contains 2274 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2000 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1573 members 
Mstep: Class 45 contains 8536 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5358 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 30657 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 707 members 
Mstep: Class 54 contains 25688 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6419 members 
Mstep: Class 58 contains 1227 members 
Mstep: Class 59 contains 1767 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8411 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 780 members 
Mstep: Class 66 contains 2685 members 
Mstep: Class 67 contains 2808 members 
Mstep: Class 68 contains 11217 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 191 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133757536.000000 Penalty: 253084.625000
Iteration 166Q: 74 clusters Score -1.337575e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 22100 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 2405 members 
Mstep: Class 7 contains 34357 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 9908 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187937 members 
Mstep: Class 13 contains 186982 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 17815 members 
Mstep: Class 21 contains 13265 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 43772 members 
Mstep: Class 24 contains 5821 members 
Mstep: Class 25 contains 11529 members 
Mstep: Class 26 contains 52391 members 
Mstep: Class 27 contains 25755 members 
Mstep: Class 28 contains 54991 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175662 members 
Mstep: Class 34 contains 8201 members 
Mstep: Class 35 contains 41951 members 
Mstep: Class 36 contains 5985 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2850 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2000 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8536 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5361 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 30933 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 707 members 
Mstep: Class 54 contains 25684 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6420 members 
Mstep: Class 58 contains 1213 members 
Mstep: Class 59 contains 1766 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8414 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 788 members 
Mstep: Class 66 contains 2718 members 
Mstep: Class 67 contains 2809 members 
Mstep: Class 68 contains 11218 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 191 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133757712.000000 Penalty: 253084.625000
Iteration 167Q: 74 clusters Score -1.337577e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 22082 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 2406 members 
Mstep: Class 7 contains 34348 members 
Mstep: Class 8 contains 9919 members 
Mstep: Class 9 contains 9907 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187934 members 
Mstep: Class 13 contains 186981 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 17806 members 
Mstep: Class 21 contains 13264 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 43759 members 
Mstep: Class 24 contains 5823 members 
Mstep: Class 25 contains 11528 members 
Mstep: Class 26 contains 52382 members 
Mstep: Class 27 contains 25751 members 
Mstep: Class 28 contains 54804 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175660 members 
Mstep: Class 34 contains 8202 members 
Mstep: Class 35 contains 41940 members 
Mstep: Class 36 contains 5985 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2850 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 1999 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8537 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5369 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4939 members 
Mstep: Class 51 contains 31187 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25677 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6422 members 
Mstep: Class 58 contains 1203 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8414 members 
Mstep: Class 62 contains 866 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 789 members 
Mstep: Class 66 contains 2759 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11219 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 191 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133757768.000000 Penalty: 253084.625000
Iteration 168Q: 74 clusters Score -1.337578e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 22060 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34340 members 
Mstep: Class 8 contains 9922 members 
Mstep: Class 9 contains 9907 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187925 members 
Mstep: Class 13 contains 186979 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17800 members 
Mstep: Class 21 contains 13263 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43753 members 
Mstep: Class 24 contains 5824 members 
Mstep: Class 25 contains 11528 members 
Mstep: Class 26 contains 52366 members 
Mstep: Class 27 contains 25752 members 
Mstep: Class 28 contains 54652 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175654 members 
Mstep: Class 34 contains 8201 members 
Mstep: Class 35 contains 41934 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2850 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 1999 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8537 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5369 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4942 members 
Mstep: Class 51 contains 31416 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25674 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6426 members 
Mstep: Class 58 contains 1198 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8415 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 790 members 
Mstep: Class 66 contains 2787 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11219 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4198 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133757928.000000 Penalty: 253084.625000
Iteration 169Q: 74 clusters Score -1.337579e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 17886 members 
Mstep: Class 3 contains 22030 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 8770 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34335 members 
Mstep: Class 8 contains 9921 members 
Mstep: Class 9 contains 9908 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187917 members 
Mstep: Class 13 contains 186963 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17795 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43747 members 
Mstep: Class 24 contains 5824 members 
Mstep: Class 25 contains 11528 members 
Mstep: Class 26 contains 52355 members 
Mstep: Class 27 contains 25742 members 
Mstep: Class 28 contains 54508 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10402 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175650 members 
Mstep: Class 34 contains 8201 members 
Mstep: Class 35 contains 41923 members 
Mstep: Class 36 contains 5983 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2850 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8537 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5368 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4945 members 
Mstep: Class 51 contains 31661 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25672 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6428 members 
Mstep: Class 58 contains 1198 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8415 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 790 members 
Mstep: Class 66 contains 2820 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11219 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4198 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133757952.000000 Penalty: 253084.625000
Iteration 170Q: 74 clusters Score -1.33758e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 17886 members 
Mstep: Class 3 contains 22008 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 8770 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34322 members 
Mstep: Class 8 contains 9919 members 
Mstep: Class 9 contains 9905 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187906 members 
Mstep: Class 13 contains 186953 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17795 members 
Mstep: Class 21 contains 13263 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43737 members 
Mstep: Class 24 contains 5826 members 
Mstep: Class 25 contains 11527 members 
Mstep: Class 26 contains 52351 members 
Mstep: Class 27 contains 25738 members 
Mstep: Class 28 contains 54381 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10403 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175649 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 41911 members 
Mstep: Class 36 contains 5981 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2850 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8537 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5370 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4946 members 
Mstep: Class 51 contains 31865 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25669 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6432 members 
Mstep: Class 58 contains 1192 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8415 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 792 members 
Mstep: Class 66 contains 2865 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11221 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4198 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133757856.000000 Penalty: 253084.625000
Iteration 171Q: 74 clusters Score -1.337579e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 17884 members 
Mstep: Class 3 contains 21992 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34311 members 
Mstep: Class 8 contains 9919 members 
Mstep: Class 9 contains 9904 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187905 members 
Mstep: Class 13 contains 186950 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 17791 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43721 members 
Mstep: Class 24 contains 5826 members 
Mstep: Class 25 contains 11524 members 
Mstep: Class 26 contains 52342 members 
Mstep: Class 27 contains 25743 members 
Mstep: Class 28 contains 54246 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175651 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 41905 members 
Mstep: Class 36 contains 5982 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2850 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8537 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5373 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4946 members 
Mstep: Class 51 contains 32051 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25664 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6438 members 
Mstep: Class 58 contains 1192 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8415 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 793 members 
Mstep: Class 66 contains 2907 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11223 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4198 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133757888.000000 Penalty: 253084.625000
Iteration 172Q: 74 clusters Score -1.337579e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 17884 members 
Mstep: Class 3 contains 21970 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34311 members 
Mstep: Class 8 contains 9920 members 
Mstep: Class 9 contains 9899 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187890 members 
Mstep: Class 13 contains 186947 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 17781 members 
Mstep: Class 21 contains 13264 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 5826 members 
Mstep: Class 25 contains 11523 members 
Mstep: Class 26 contains 52336 members 
Mstep: Class 27 contains 25752 members 
Mstep: Class 28 contains 54133 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175652 members 
Mstep: Class 34 contains 8201 members 
Mstep: Class 35 contains 41901 members 
Mstep: Class 36 contains 5981 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2849 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8537 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5379 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4946 members 
Mstep: Class 51 contains 32228 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25659 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6441 members 
Mstep: Class 58 contains 1192 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8415 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 795 members 
Mstep: Class 66 contains 2937 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11223 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4198 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758008.000000 Penalty: 253084.625000
Iteration 173Q: 74 clusters Score -1.33758e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 21949 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34311 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187881 members 
Mstep: Class 13 contains 186933 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 17774 members 
Mstep: Class 21 contains 13265 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43693 members 
Mstep: Class 24 contains 5826 members 
Mstep: Class 25 contains 11524 members 
Mstep: Class 26 contains 52344 members 
Mstep: Class 27 contains 25756 members 
Mstep: Class 28 contains 54026 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175648 members 
Mstep: Class 34 contains 8204 members 
Mstep: Class 35 contains 41886 members 
Mstep: Class 36 contains 5982 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8537 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5382 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4946 members 
Mstep: Class 51 contains 32393 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25654 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6444 members 
Mstep: Class 58 contains 1192 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8415 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 2970 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11224 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758096.000000 Penalty: 253084.625000
Iteration 174Q: 74 clusters Score -1.337581e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 17891 members 
Mstep: Class 3 contains 21936 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34312 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 9896 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187873 members 
Mstep: Class 13 contains 186929 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 17768 members 
Mstep: Class 21 contains 13265 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43689 members 
Mstep: Class 24 contains 5826 members 
Mstep: Class 25 contains 11522 members 
Mstep: Class 26 contains 52349 members 
Mstep: Class 27 contains 25757 members 
Mstep: Class 28 contains 53925 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175641 members 
Mstep: Class 34 contains 8204 members 
Mstep: Class 35 contains 41878 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 2274 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8536 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5385 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4946 members 
Mstep: Class 51 contains 32536 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25649 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6449 members 
Mstep: Class 58 contains 1191 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8416 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3012 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11223 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4198 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758376.000000 Penalty: 253084.625000
Iteration 175Q: 74 clusters Score -1.337584e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 21927 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34308 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187868 members 
Mstep: Class 13 contains 186931 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 17765 members 
Mstep: Class 21 contains 13265 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43685 members 
Mstep: Class 24 contains 5826 members 
Mstep: Class 25 contains 11521 members 
Mstep: Class 26 contains 52349 members 
Mstep: Class 27 contains 25763 members 
Mstep: Class 28 contains 53838 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175638 members 
Mstep: Class 34 contains 8202 members 
Mstep: Class 35 contains 41873 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2850 members 
Mstep: Class 40 contains 2274 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5388 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4946 members 
Mstep: Class 51 contains 32654 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25644 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6456 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8416 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3053 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11224 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758256.000000 Penalty: 253084.625000
Iteration 176Q: 74 clusters Score -1.337583e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 21920 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 8770 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34308 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 9890 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187883 members 
Mstep: Class 13 contains 186931 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 17761 members 
Mstep: Class 21 contains 13264 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43680 members 
Mstep: Class 24 contains 5826 members 
Mstep: Class 25 contains 11523 members 
Mstep: Class 26 contains 52353 members 
Mstep: Class 27 contains 25761 members 
Mstep: Class 28 contains 53767 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175631 members 
Mstep: Class 34 contains 8200 members 
Mstep: Class 35 contains 41866 members 
Mstep: Class 36 contains 5987 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2851 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5391 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4946 members 
Mstep: Class 51 contains 32745 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25642 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6462 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8416 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3108 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11224 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758224.000000 Penalty: 253084.625000
Iteration 177Q: 74 clusters Score -1.337582e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 21912 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 8770 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34308 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 9884 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187887 members 
Mstep: Class 13 contains 186933 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 17756 members 
Mstep: Class 21 contains 13267 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43684 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11522 members 
Mstep: Class 26 contains 52353 members 
Mstep: Class 27 contains 25760 members 
Mstep: Class 28 contains 53696 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8199 members 
Mstep: Class 35 contains 41853 members 
Mstep: Class 36 contains 5991 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2852 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5395 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4946 members 
Mstep: Class 51 contains 32842 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25639 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6468 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8415 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3175 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11225 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758224.000000 Penalty: 253084.625000
Iteration 178Q: 74 clusters Score -1.337582e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 21902 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 8770 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34301 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 9879 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187896 members 
Mstep: Class 13 contains 186935 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 17751 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43695 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11521 members 
Mstep: Class 26 contains 52357 members 
Mstep: Class 27 contains 25763 members 
Mstep: Class 28 contains 53635 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175619 members 
Mstep: Class 34 contains 8198 members 
Mstep: Class 35 contains 41846 members 
Mstep: Class 36 contains 5992 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2854 members 
Mstep: Class 40 contains 2270 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5396 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4948 members 
Mstep: Class 51 contains 32930 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25636 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6469 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8415 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3240 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11226 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758072.000000 Penalty: 253084.625000
Iteration 179Q: 74 clusters Score -1.337581e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 21893 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34296 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 9877 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187903 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 17747 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43724 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11520 members 
Mstep: Class 26 contains 52357 members 
Mstep: Class 27 contains 25766 members 
Mstep: Class 28 contains 53576 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10403 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175613 members 
Mstep: Class 34 contains 8198 members 
Mstep: Class 35 contains 41838 members 
Mstep: Class 36 contains 5992 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2854 members 
Mstep: Class 40 contains 2268 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5398 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4948 members 
Mstep: Class 51 contains 33018 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25633 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6469 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8415 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3304 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11227 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758200.000000 Penalty: 253084.625000
Iteration 180F: 74 clusters Score -1.337582e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 21887 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34297 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 9880 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187908 members 
Mstep: Class 13 contains 186937 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 17738 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43755 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11518 members 
Mstep: Class 26 contains 52361 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 53536 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10401 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175614 members 
Mstep: Class 34 contains 8198 members 
Mstep: Class 35 contains 41825 members 
Mstep: Class 36 contains 5995 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2854 members 
Mstep: Class 40 contains 2268 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5404 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4948 members 
Mstep: Class 51 contains 33078 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6470 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8416 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3377 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11227 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758376.000000 Penalty: 253084.625000
Iteration 181Q: 74 clusters Score -1.337584e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 17892 members 
Mstep: Class 3 contains 21880 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 8772 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34298 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 9879 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187915 members 
Mstep: Class 13 contains 186939 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 17733 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43776 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11517 members 
Mstep: Class 26 contains 52354 members 
Mstep: Class 27 contains 25786 members 
Mstep: Class 28 contains 53491 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175615 members 
Mstep: Class 34 contains 8198 members 
Mstep: Class 35 contains 41813 members 
Mstep: Class 36 contains 5996 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2855 members 
Mstep: Class 40 contains 2269 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5409 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4948 members 
Mstep: Class 51 contains 33137 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25630 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6472 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8417 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3476 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11226 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758720.000000 Penalty: 253084.625000
Iteration 182Q: 74 clusters Score -1.337587e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 17892 members 
Mstep: Class 3 contains 21874 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 8772 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34298 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 9880 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187918 members 
Mstep: Class 13 contains 186937 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 17727 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43793 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11517 members 
Mstep: Class 26 contains 52354 members 
Mstep: Class 27 contains 25790 members 
Mstep: Class 28 contains 53446 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175618 members 
Mstep: Class 34 contains 8197 members 
Mstep: Class 35 contains 41813 members 
Mstep: Class 36 contains 5997 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2855 members 
Mstep: Class 40 contains 2270 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5416 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4948 members 
Mstep: Class 51 contains 33200 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25625 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6488 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8418 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3572 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11227 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758464.000000 Penalty: 253084.625000
Iteration 183Q: 74 clusters Score -1.337585e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 21867 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 8772 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34294 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187914 members 
Mstep: Class 13 contains 186933 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 17718 members 
Mstep: Class 21 contains 13272 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43807 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11518 members 
Mstep: Class 26 contains 52336 members 
Mstep: Class 27 contains 25808 members 
Mstep: Class 28 contains 53417 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175624 members 
Mstep: Class 34 contains 8196 members 
Mstep: Class 35 contains 41801 members 
Mstep: Class 36 contains 5998 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2855 members 
Mstep: Class 40 contains 2270 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5422 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4948 members 
Mstep: Class 51 contains 33250 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25617 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6499 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8418 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3701 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11226 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758536.000000 Penalty: 253084.625000
Iteration 184Q: 74 clusters Score -1.337585e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 21866 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 8774 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34290 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 9886 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187913 members 
Mstep: Class 13 contains 186938 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 17705 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43828 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11519 members 
Mstep: Class 26 contains 52323 members 
Mstep: Class 27 contains 25817 members 
Mstep: Class 28 contains 53380 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175624 members 
Mstep: Class 34 contains 8195 members 
Mstep: Class 35 contains 41790 members 
Mstep: Class 36 contains 6000 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2855 members 
Mstep: Class 40 contains 2270 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5437 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4948 members 
Mstep: Class 51 contains 33293 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25613 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6506 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8418 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3826 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11226 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758696.000000 Penalty: 253084.625000
Iteration 185Q: 74 clusters Score -1.337587e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 21866 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34281 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 9885 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187918 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 17686 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43854 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11519 members 
Mstep: Class 26 contains 52313 members 
Mstep: Class 27 contains 25836 members 
Mstep: Class 28 contains 53337 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175621 members 
Mstep: Class 34 contains 8194 members 
Mstep: Class 35 contains 41785 members 
Mstep: Class 36 contains 6004 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2854 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5456 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4948 members 
Mstep: Class 51 contains 33342 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25611 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8419 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 3970 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11227 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758864.000000 Penalty: 253084.625000
Iteration 186Q: 74 clusters Score -1.337589e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 17888 members 
Mstep: Class 3 contains 21862 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34276 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 9889 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187927 members 
Mstep: Class 13 contains 186935 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 17673 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43881 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11520 members 
Mstep: Class 26 contains 52298 members 
Mstep: Class 27 contains 25856 members 
Mstep: Class 28 contains 53294 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175621 members 
Mstep: Class 34 contains 8191 members 
Mstep: Class 35 contains 41780 members 
Mstep: Class 36 contains 6004 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2854 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5474 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4948 members 
Mstep: Class 51 contains 33390 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25609 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8421 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 4113 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11227 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4199 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758920.000000 Penalty: 253084.625000
Iteration 187Q: 74 clusters Score -1.337589e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 21859 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34282 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 9890 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 187921 members 
Mstep: Class 13 contains 186932 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 17655 members 
Mstep: Class 21 contains 13268 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43913 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11518 members 
Mstep: Class 26 contains 52293 members 
Mstep: Class 27 contains 25867 members 
Mstep: Class 28 contains 53251 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8188 members 
Mstep: Class 35 contains 41776 members 
Mstep: Class 36 contains 6002 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2854 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4949 members 
Mstep: Class 51 contains 33438 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25610 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8422 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 4265 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11227 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759064.000000 Penalty: 253084.625000
Iteration 188Q: 74 clusters Score -1.337591e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 17886 members 
Mstep: Class 3 contains 21863 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 8776 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34274 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 9897 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 187932 members 
Mstep: Class 13 contains 186931 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 13268 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43933 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11521 members 
Mstep: Class 26 contains 52286 members 
Mstep: Class 27 contains 25868 members 
Mstep: Class 28 contains 53211 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175614 members 
Mstep: Class 34 contains 8186 members 
Mstep: Class 35 contains 41779 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2856 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5512 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4949 members 
Mstep: Class 51 contains 33482 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25605 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6507 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8422 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 4403 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11227 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4201 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759112.000000 Penalty: 253084.625000
Iteration 189Q: 74 clusters Score -1.337591e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 17885 members 
Mstep: Class 3 contains 21864 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 8777 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34273 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 9899 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 187957 members 
Mstep: Class 13 contains 186928 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 17611 members 
Mstep: Class 21 contains 13266 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43922 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11524 members 
Mstep: Class 26 contains 52291 members 
Mstep: Class 27 contains 25862 members 
Mstep: Class 28 contains 53187 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175613 members 
Mstep: Class 34 contains 8185 members 
Mstep: Class 35 contains 41777 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2855 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5528 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4949 members 
Mstep: Class 51 contains 33513 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25602 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8423 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 4543 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11227 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4201 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759344.000000 Penalty: 253084.625000
Iteration 190Q: 74 clusters Score -1.337593e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 17882 members 
Mstep: Class 3 contains 21866 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34267 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 9905 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 187961 members 
Mstep: Class 13 contains 186934 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 13261 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43911 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11527 members 
Mstep: Class 26 contains 52301 members 
Mstep: Class 27 contains 25862 members 
Mstep: Class 28 contains 53154 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175619 members 
Mstep: Class 34 contains 8184 members 
Mstep: Class 35 contains 41781 members 
Mstep: Class 36 contains 6002 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2856 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9898 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5539 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4949 members 
Mstep: Class 51 contains 33566 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25601 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6496 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8423 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 4672 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11227 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4201 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759416.000000 Penalty: 253084.625000
Iteration 191Q: 74 clusters Score -1.337594e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 17880 members 
Mstep: Class 3 contains 21868 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34260 members 
Mstep: Class 8 contains 9926 members 
Mstep: Class 9 contains 9909 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187973 members 
Mstep: Class 13 contains 186934 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17582 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 5828 members 
Mstep: Class 25 contains 11527 members 
Mstep: Class 26 contains 52301 members 
Mstep: Class 27 contains 25859 members 
Mstep: Class 28 contains 53132 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175616 members 
Mstep: Class 34 contains 8180 members 
Mstep: Class 35 contains 41778 members 
Mstep: Class 36 contains 6003 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2858 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 9897 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5545 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4949 members 
Mstep: Class 51 contains 33592 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25594 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8423 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 4795 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11227 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759648.000000 Penalty: 253084.625000
Iteration 192Q: 74 clusters Score -1.337596e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 17879 members 
Mstep: Class 3 contains 21869 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34253 members 
Mstep: Class 8 contains 9927 members 
Mstep: Class 9 contains 9922 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187980 members 
Mstep: Class 13 contains 186937 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17576 members 
Mstep: Class 21 contains 13263 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43869 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11526 members 
Mstep: Class 26 contains 52298 members 
Mstep: Class 27 contains 25858 members 
Mstep: Class 28 contains 53111 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175619 members 
Mstep: Class 34 contains 8177 members 
Mstep: Class 35 contains 41770 members 
Mstep: Class 36 contains 6003 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2858 members 
Mstep: Class 40 contains 2274 members 
Mstep: Class 41 contains 9898 members 
Mstep: Class 42 contains 1999 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5557 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4949 members 
Mstep: Class 51 contains 33622 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25589 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6476 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8423 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 4885 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11228 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759824.000000 Penalty: 253084.625000
Iteration 193Q: 74 clusters Score -1.337598e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 17876 members 
Mstep: Class 3 contains 21864 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 8777 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34247 members 
Mstep: Class 8 contains 9927 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187977 members 
Mstep: Class 13 contains 186925 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17562 members 
Mstep: Class 21 contains 13263 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43852 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11527 members 
Mstep: Class 26 contains 52311 members 
Mstep: Class 27 contains 25853 members 
Mstep: Class 28 contains 53084 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8177 members 
Mstep: Class 35 contains 41765 members 
Mstep: Class 36 contains 6007 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2858 members 
Mstep: Class 40 contains 2274 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2001 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5572 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4949 members 
Mstep: Class 51 contains 33655 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25585 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6476 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8423 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 4966 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11226 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759920.000000 Penalty: 253084.625000
Iteration 194Q: 74 clusters Score -1.337599e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 17874 members 
Mstep: Class 3 contains 21857 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34244 members 
Mstep: Class 8 contains 9927 members 
Mstep: Class 9 contains 9935 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187967 members 
Mstep: Class 13 contains 186931 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17546 members 
Mstep: Class 21 contains 13264 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43814 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11528 members 
Mstep: Class 26 contains 52321 members 
Mstep: Class 27 contains 25838 members 
Mstep: Class 28 contains 53053 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175614 members 
Mstep: Class 34 contains 8175 members 
Mstep: Class 35 contains 41759 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2859 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2003 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8535 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4949 members 
Mstep: Class 51 contains 33695 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25577 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6471 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8423 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5064 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11224 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4201 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759648.000000 Penalty: 253084.625000
Iteration 195Q: 74 clusters Score -1.337596e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 17868 members 
Mstep: Class 3 contains 21855 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 8779 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34232 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9938 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187962 members 
Mstep: Class 13 contains 186934 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17531 members 
Mstep: Class 21 contains 13260 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43785 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 52326 members 
Mstep: Class 27 contains 25834 members 
Mstep: Class 28 contains 53033 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175618 members 
Mstep: Class 34 contains 8167 members 
Mstep: Class 35 contains 41754 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2004 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5599 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33719 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25572 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6473 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8423 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5163 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11228 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759888.000000 Penalty: 253084.625000
Iteration 196Q: 74 clusters Score -1.337599e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 17867 members 
Mstep: Class 3 contains 21854 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34225 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9941 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187964 members 
Mstep: Class 13 contains 186939 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17525 members 
Mstep: Class 21 contains 13258 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43764 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11534 members 
Mstep: Class 26 contains 52336 members 
Mstep: Class 27 contains 25831 members 
Mstep: Class 28 contains 53015 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8165 members 
Mstep: Class 35 contains 41749 members 
Mstep: Class 36 contains 6007 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5607 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33743 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25565 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6486 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8424 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5238 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11230 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759768.000000 Penalty: 253084.625000
Iteration 197Q: 74 clusters Score -1.337598e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21853 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 34225 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187969 members 
Mstep: Class 13 contains 186937 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 17521 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43756 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11535 members 
Mstep: Class 26 contains 52340 members 
Mstep: Class 27 contains 25825 members 
Mstep: Class 28 contains 52993 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175629 members 
Mstep: Class 34 contains 8163 members 
Mstep: Class 35 contains 41745 members 
Mstep: Class 36 contains 6006 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5610 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33769 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25558 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8424 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5306 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11232 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759728.000000 Penalty: 253084.625000
Iteration 198Q: 74 clusters Score -1.337597e+08 nChanged 307
Entering ConstructFrom: 
Score: -133759728.000000 Penalty: 253084.625000
Entering ConstructFrom: 
Trying to split cluster 1 (11949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Entering Unmasked Estep 
Score: -1402617.875000 Penalty: 2328.323975
	Iteration 0F: 2 clusters Score -1402618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1393711.125000 Penalty: 4656.647949
	Iteration 0F: 3 clusters Score -1393711 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1396409.750000 Penalty: 4656.647949
	Iteration 1F: 3 clusters Score -1396410 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1396767.750000 Penalty: 4656.647949
	Iteration 2F: 3 clusters Score -1396768 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1397054.375000 Penalty: 4656.647949
	Iteration 3F: 3 clusters Score -1397054 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1397329.625000 Penalty: 4656.647949
	Iteration 4Q: 3 clusters Score -1397330 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1397559.625000 Penalty: 4656.647949
	Iteration 5Q: 3 clusters Score -1397560 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1397772.625000 Penalty: 4656.647949
	Iteration 6Q: 3 clusters Score -1397773 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1397978.875000 Penalty: 4656.647949
	Iteration 7Q: 3 clusters Score -1397979 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1398215.500000 Penalty: 4656.647949
	Iteration 8Q: 3 clusters Score -1398216 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1398479.125000 Penalty: 4656.647949
	Iteration 9Q: 3 clusters Score -1398479 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1398753.125000 Penalty: 4656.647949
	Iteration 10Q: 3 clusters Score -1398753 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1398977.000000 Penalty: 4656.647949
	Iteration 11Q: 3 clusters Score -1398977 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1399204.875000 Penalty: 4656.647949
	Iteration 12Q: 3 clusters Score -1399205 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1399425.000000 Penalty: 4656.647949
	Iteration 13Q: 3 clusters Score -1399425 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1399616.500000 Penalty: 4656.647949
	Iteration 14Q: 3 clusters Score -1399616 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1399786.250000 Penalty: 4656.647949
	Iteration 15Q: 3 clusters Score -1399786 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1399919.250000 Penalty: 4656.647949
	Iteration 16Q: 3 clusters Score -1399919 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1400030.625000 Penalty: 4656.647949
	Iteration 17Q: 3 clusters Score -1400031 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1400101.625000 Penalty: 4656.647949
	Iteration 18Q: 3 clusters Score -1400102 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1400152.625000 Penalty: 4656.647949
	Iteration 19Q: 3 clusters Score -1400153 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1400194.625000 Penalty: 4656.647949
	Iteration 20F: 3 clusters Score -1400195 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1400227.875000 Penalty: 4656.647949
	Iteration 21Q: 3 clusters Score -1400228 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1400257.625000 Penalty: 4656.647949
	Iteration 22Q: 3 clusters Score -1400258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1400275.625000 Penalty: 4656.647949
	Iteration 23Q: 3 clusters Score -1400276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1400285.250000 Penalty: 4656.647949
	Iteration 24Q: 3 clusters Score -1400285 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1400293.750000 Penalty: 4656.647949
	Iteration 25Q: 3 clusters Score -1400294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1400301.250000 Penalty: 4656.647949
	Iteration 26Q: 3 clusters Score -1400301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1400303.375000 Penalty: 4656.647949
	Iteration 27Q: 3 clusters Score -1400303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1400309.875000 Penalty: 4656.647949
	Iteration 28Q: 3 clusters Score -1400310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1400314.750000 Penalty: 4656.647949
	Iteration 29Q: 3 clusters Score -1400315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1400317.875000 Penalty: 4656.647949
	Iteration 30Q: 3 clusters Score -1400318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1400322.250000 Penalty: 4656.647949
	Iteration 31Q: 3 clusters Score -1400322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1400325.750000 Penalty: 4656.647949
	Iteration 32Q: 3 clusters Score -1400326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1400326.375000 Penalty: 4656.647949
	Iteration 33Q: 3 clusters Score -1400326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1400329.875000 Penalty: 4656.647949
	Iteration 34Q: 3 clusters Score -1400330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1400332.625000 Penalty: 4656.647949
	Iteration 35Q: 3 clusters Score -1400333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1400338.375000 Penalty: 4656.647949
	Iteration 36Q: 3 clusters Score -1400338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1400340.250000 Penalty: 4656.647949
	Iteration 37Q: 3 clusters Score -1400340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1400340.750000 Penalty: 4656.647949
	Iteration 38Q: 3 clusters Score -1400341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1400344.125000 Penalty: 4656.647949
	Iteration 39Q: 3 clusters Score -1400344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1400342.250000 Penalty: 4656.647949
	Iteration 40F: 3 clusters Score -1400342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1400343.625000 Penalty: 4656.647949
	Iteration 41Q: 3 clusters Score -1400344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1400341.500000 Penalty: 4656.647949
	Iteration 42Q: 3 clusters Score -1400342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1400347.500000 Penalty: 4656.647949
	Iteration 43Q: 3 clusters Score -1400348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1400347.750000 Penalty: 4656.647949
	Iteration 44Q: 3 clusters Score -1400348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1400349.625000 Penalty: 4656.647949
	Iteration 45Q: 3 clusters Score -1400350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1400349.250000 Penalty: 4656.647949
	Iteration 46Q: 3 clusters Score -1400349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1400355.875000 Penalty: 4656.647949
	Iteration 47Q: 3 clusters Score -1400356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1400356.375000 Penalty: 4656.647949
	Iteration 48Q: 3 clusters Score -1400356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1400357.625000 Penalty: 4656.647949
	Iteration 49Q: 3 clusters Score -1400358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1400356.875000 Penalty: 4656.647949
	Iteration 50Q: 3 clusters Score -1400357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1400359.000000 Penalty: 4656.647949
	Iteration 51Q: 3 clusters Score -1400359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1400357.250000 Penalty: 4656.647949
	Iteration 52Q: 3 clusters Score -1400357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1400357.750000 Penalty: 4656.647949
	Iteration 53Q: 3 clusters Score -1400358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1400359.250000 Penalty: 4656.647949
	Iteration 54Q: 3 clusters Score -1400359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1400359.250000 Penalty: 4656.647949
	Iteration 55F: 3 clusters Score -1400359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Entering Unmasked Estep 
Score: -2112080.750000 Penalty: 2428.068604
	Iteration 0F: 2 clusters Score -2112081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2099295.250000 Penalty: 4856.137207
	Iteration 0F: 3 clusters Score -2099295 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2103501.750000 Penalty: 4856.137207
	Iteration 1F: 3 clusters Score -2103502 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2103940.750000 Penalty: 4856.137207
	Iteration 2F: 3 clusters Score -2103941 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2104348.750000 Penalty: 4856.137207
	Iteration 3F: 3 clusters Score -2104349 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2104722.750000 Penalty: 4856.137207
	Iteration 4Q: 3 clusters Score -2104723 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2105097.250000 Penalty: 4856.137207
	Iteration 5Q: 3 clusters Score -2105097 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2105440.000000 Penalty: 4856.137207
	Iteration 6Q: 3 clusters Score -2105440 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2105775.250000 Penalty: 4856.137207
	Iteration 7Q: 3 clusters Score -2105775 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2106119.250000 Penalty: 4856.137207
	Iteration 8Q: 3 clusters Score -2106119 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2106463.000000 Penalty: 4856.137207
	Iteration 9Q: 3 clusters Score -2106463 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2106819.250000 Penalty: 4856.137207
	Iteration 10Q: 3 clusters Score -2106819 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2107186.750000 Penalty: 4856.137207
	Iteration 11Q: 3 clusters Score -2107187 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2107522.750000 Penalty: 4856.137207
	Iteration 12Q: 3 clusters Score -2107523 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2107812.000000 Penalty: 4856.137207
	Iteration 13Q: 3 clusters Score -2107812 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2108093.500000 Penalty: 4856.137207
	Iteration 14Q: 3 clusters Score -2108094 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2108320.750000 Penalty: 4856.137207
	Iteration 15Q: 3 clusters Score -2108321 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2108519.500000 Penalty: 4856.137207
	Iteration 16Q: 3 clusters Score -2108520 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2108697.500000 Penalty: 4856.137207
	Iteration 17Q: 3 clusters Score -2108698 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2108875.500000 Penalty: 4856.137207
	Iteration 18Q: 3 clusters Score -2108876 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2109100.500000 Penalty: 4856.137207
	Iteration 19Q: 3 clusters Score -2109100 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2109369.500000 Penalty: 4856.137207
	Iteration 20F: 3 clusters Score -2109370 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2109665.000000 Penalty: 4856.137207
	Iteration 21Q: 3 clusters Score -2109665 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2109935.000000 Penalty: 4856.137207
	Iteration 22Q: 3 clusters Score -2109935 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2110124.500000 Penalty: 4856.137207
	Iteration 23Q: 3 clusters Score -2110124 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2110235.750000 Penalty: 4856.137207
	Iteration 24Q: 3 clusters Score -2110236 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2110298.750000 Penalty: 4856.137207
	Iteration 25Q: 3 clusters Score -2110299 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2110353.000000 Penalty: 4856.137207
	Iteration 26Q: 3 clusters Score -2110353 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2110381.500000 Penalty: 4856.137207
	Iteration 27Q: 3 clusters Score -2110382 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2110431.750000 Penalty: 4856.137207
	Iteration 28Q: 3 clusters Score -2110432 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2110471.250000 Penalty: 4856.137207
	Iteration 29Q: 3 clusters Score -2110471 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2110504.500000 Penalty: 4856.137207
	Iteration 30Q: 3 clusters Score -2110504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2110530.500000 Penalty: 4856.137207
	Iteration 31Q: 3 clusters Score -2110530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2110547.250000 Penalty: 4856.137207
	Iteration 32Q: 3 clusters Score -2110547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2110570.500000 Penalty: 4856.137207
	Iteration 33Q: 3 clusters Score -2110570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2110587.000000 Penalty: 4856.137207
	Iteration 34Q: 3 clusters Score -2110587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2110605.250000 Penalty: 4856.137207
	Iteration 35Q: 3 clusters Score -2110605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2110621.000000 Penalty: 4856.137207
	Iteration 36Q: 3 clusters Score -2110621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2110627.750000 Penalty: 4856.137207
	Iteration 37Q: 3 clusters Score -2110628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2110640.000000 Penalty: 4856.137207
	Iteration 38Q: 3 clusters Score -2110640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2110648.250000 Penalty: 4856.137207
	Iteration 39Q: 3 clusters Score -2110648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2110648.750000 Penalty: 4856.137207
	Iteration 40F: 3 clusters Score -2110649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2110657.250000 Penalty: 4856.137207
	Iteration 41Q: 3 clusters Score -2110657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2110663.000000 Penalty: 4856.137207
	Iteration 42Q: 3 clusters Score -2110663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2110663.500000 Penalty: 4856.137207
	Iteration 43Q: 3 clusters Score -2110664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2110663.750000 Penalty: 4856.137207
	Iteration 44Q: 3 clusters Score -2110664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2110666.250000 Penalty: 4856.137207
	Iteration 45Q: 3 clusters Score -2110666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2110665.750000 Penalty: 4856.137207
	Iteration 46Q: 3 clusters Score -2110666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2110665.750000 Penalty: 4856.137207
	Iteration 47Q: 3 clusters Score -2110666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2110667.250000 Penalty: 4856.137207
	Iteration 48Q: 3 clusters Score -2110667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2110669.250000 Penalty: 4856.137207
	Iteration 49Q: 3 clusters Score -2110669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2110669.500000 Penalty: 4856.137207
	Iteration 50Q: 3 clusters Score -2110670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2110668.750000 Penalty: 4856.137207
	Iteration 51Q: 3 clusters Score -2110669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2110669.000000 Penalty: 4856.137207
	Iteration 52Q: 3 clusters Score -2110669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2110675.500000 Penalty: 4856.137207
	Iteration 53Q: 3 clusters Score -2110676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2110671.750000 Penalty: 4856.137207
	Iteration 54Q: 3 clusters Score -2110672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2110674.500000 Penalty: 4856.137207
	Iteration 55Q: 3 clusters Score -2110674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2110674.500000 Penalty: 4856.137207
	Iteration 56F: 3 clusters Score -2110674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Entering Unmasked Estep 
Score: -2579569.250000 Penalty: 2477.993652
	Iteration 0F: 2 clusters Score -2579569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2564380.750000 Penalty: 4955.987305
	Iteration 0F: 3 clusters Score -2564381 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2569706.500000 Penalty: 4955.987305
	Iteration 1F: 3 clusters Score -2569706 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2570451.000000 Penalty: 4955.987305
	Iteration 2F: 3 clusters Score -2570451 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2571218.250000 Penalty: 4955.987305
	Iteration 3F: 3 clusters Score -2571218 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2571942.000000 Penalty: 4955.987305
	Iteration 4F: 3 clusters Score -2571942 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2572583.000000 Penalty: 4955.987305
	Iteration 5F: 3 clusters Score -2572583 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2573237.000000 Penalty: 4955.987305
	Iteration 6F: 3 clusters Score -2573237 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2573994.250000 Penalty: 4955.987305
	Iteration 7F: 3 clusters Score -2573994 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2574854.500000 Penalty: 4955.987305
	Iteration 8F: 3 clusters Score -2574854 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2575671.000000 Penalty: 4955.987305
	Iteration 9F: 3 clusters Score -2575671 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2576423.500000 Penalty: 4955.987305
	Iteration 10Q: 3 clusters Score -2576424 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2577067.250000 Penalty: 4955.987305
	Iteration 11Q: 3 clusters Score -2577067 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2577513.250000 Penalty: 4955.987305
	Iteration 12Q: 3 clusters Score -2577513 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2577780.500000 Penalty: 4955.987305
	Iteration 13Q: 3 clusters Score -2577780 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2577969.500000 Penalty: 4955.987305
	Iteration 14Q: 3 clusters Score -2577970 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2578088.500000 Penalty: 4955.987305
	Iteration 15Q: 3 clusters Score -2578088 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2578155.750000 Penalty: 4955.987305
	Iteration 16Q: 3 clusters Score -2578156 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2578217.500000 Penalty: 4955.987305
	Iteration 17Q: 3 clusters Score -2578218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2578258.750000 Penalty: 4955.987305
	Iteration 18Q: 3 clusters Score -2578259 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2578293.000000 Penalty: 4955.987305
	Iteration 19Q: 3 clusters Score -2578293 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2578315.500000 Penalty: 4955.987305
	Iteration 20F: 3 clusters Score -2578316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2578343.000000 Penalty: 4955.987305
	Iteration 21Q: 3 clusters Score -2578343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2578364.000000 Penalty: 4955.987305
	Iteration 22Q: 3 clusters Score -2578364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2578381.750000 Penalty: 4955.987305
	Iteration 23Q: 3 clusters Score -2578382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2578385.750000 Penalty: 4955.987305
	Iteration 24Q: 3 clusters Score -2578386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2578392.500000 Penalty: 4955.987305
	Iteration 25Q: 3 clusters Score -2578392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2578398.000000 Penalty: 4955.987305
	Iteration 26Q: 3 clusters Score -2578398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2578406.250000 Penalty: 4955.987305
	Iteration 27Q: 3 clusters Score -2578406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2578408.750000 Penalty: 4955.987305
	Iteration 28Q: 3 clusters Score -2578409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2578408.250000 Penalty: 4955.987305
	Iteration 29Q: 3 clusters Score -2578408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2578408.000000 Penalty: 4955.987305
	Iteration 30Q: 3 clusters Score -2578408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2578408.000000 Penalty: 4955.987305
	Iteration 31Q: 3 clusters Score -2578408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2578410.750000 Penalty: 4955.987305
	Iteration 32Q: 3 clusters Score -2578411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2578416.000000 Penalty: 4955.987305
	Iteration 33Q: 3 clusters Score -2578416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2578417.250000 Penalty: 4955.987305
	Iteration 34Q: 3 clusters Score -2578417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2578416.750000 Penalty: 4955.987305
	Iteration 35Q: 3 clusters Score -2578417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2578417.750000 Penalty: 4955.987305
	Iteration 36Q: 3 clusters Score -2578418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2578417.750000 Penalty: 4955.987305
	Iteration 37F: 3 clusters Score -2578418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Entering Unmasked Estep 
Score: -454718.500000 Penalty: 2082.973145
	Iteration 0F: 2 clusters Score -454718.5 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 2196 members 
Entering Unmasked Estep 
Score: -450606.812500 Penalty: 4165.946289
	Iteration 0F: 3 clusters Score -450606.8 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -451651.781250 Penalty: 4165.946289
	Iteration 1F: 3 clusters Score -451651.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -451873.218750 Penalty: 4165.946289
	Iteration 2F: 3 clusters Score -451873.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -452034.906250 Penalty: 4165.946289
	Iteration 3F: 3 clusters Score -452034.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -452181.343750 Penalty: 4165.946289
	Iteration 4Q: 3 clusters Score -452181.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -452309.687500 Penalty: 4165.946289
	Iteration 5Q: 3 clusters Score -452309.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -452404.062500 Penalty: 4165.946289
	Iteration 6Q: 3 clusters Score -452404.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -452480.437500 Penalty: 4165.946289
	Iteration 7Q: 3 clusters Score -452480.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -452553.843750 Penalty: 4165.946289
	Iteration 8Q: 3 clusters Score -452553.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -452619.750000 Penalty: 4165.946289
	Iteration 9Q: 3 clusters Score -452619.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -452662.625000 Penalty: 4165.946289
	Iteration 10Q: 3 clusters Score -452662.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -452695.437500 Penalty: 4165.946289
	Iteration 11Q: 3 clusters Score -452695.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -452730.968750 Penalty: 4165.946289
	Iteration 12Q: 3 clusters Score -452731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -452760.500000 Penalty: 4165.946289
	Iteration 13Q: 3 clusters Score -452760.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -452781.718750 Penalty: 4165.946289
	Iteration 14Q: 3 clusters Score -452781.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -452797.531250 Penalty: 4165.946289
	Iteration 15Q: 3 clusters Score -452797.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -452814.312500 Penalty: 4165.946289
	Iteration 16Q: 3 clusters Score -452814.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -452829.406250 Penalty: 4165.946289
	Iteration 17Q: 3 clusters Score -452829.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -452842.812500 Penalty: 4165.946289
	Iteration 18Q: 3 clusters Score -452842.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -452857.843750 Penalty: 4165.946289
	Iteration 19Q: 3 clusters Score -452857.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -452865.187500 Penalty: 4165.946289
	Iteration 20F: 3 clusters Score -452865.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -452874.500000 Penalty: 4165.946289
	Iteration 21Q: 3 clusters Score -452874.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -452879.312500 Penalty: 4165.946289
	Iteration 22Q: 3 clusters Score -452879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -452882.687500 Penalty: 4165.946289
	Iteration 23Q: 3 clusters Score -452882.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -452885.843750 Penalty: 4165.946289
	Iteration 24Q: 3 clusters Score -452885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -452890.343750 Penalty: 4165.946289
	Iteration 25Q: 3 clusters Score -452890.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -452892.906250 Penalty: 4165.946289
	Iteration 26Q: 3 clusters Score -452892.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -452895.593750 Penalty: 4165.946289
	Iteration 27Q: 3 clusters Score -452895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -452896.062500 Penalty: 4165.946289
	Iteration 28Q: 3 clusters Score -452896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -452897.406250 Penalty: 4165.946289
	Iteration 29Q: 3 clusters Score -452897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -452896.937500 Penalty: 4165.946289
	Iteration 30Q: 3 clusters Score -452896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -452896.937500 Penalty: 4165.946289
	Iteration 31F: 3 clusters Score -452896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Entering Unmasked Estep 
Score: -1004152.437500 Penalty: 2251.925537
	Iteration 0F: 2 clusters Score -1004152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -997286.312500 Penalty: 4503.851074
	Iteration 0F: 3 clusters Score -997286.3 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -999275.875000 Penalty: 4503.851074
	Iteration 1F: 3 clusters Score -999275.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -999725.312500 Penalty: 4503.851074
	Iteration 2F: 3 clusters Score -999725.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1000389.187500 Penalty: 4503.851074
	Iteration 3F: 3 clusters Score -1000389 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1001151.312500 Penalty: 4503.851074
	Iteration 4F: 3 clusters Score -1001151 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1001740.562500 Penalty: 4503.851074
	Iteration 5F: 3 clusters Score -1001741 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1002107.812500 Penalty: 4503.851074
	Iteration 6F: 3 clusters Score -1002108 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1002369.125000 Penalty: 4503.851074
	Iteration 7Q: 3 clusters Score -1002369 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1002556.875000 Penalty: 4503.851074
	Iteration 8Q: 3 clusters Score -1002557 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1002694.875000 Penalty: 4503.851074
	Iteration 9Q: 3 clusters Score -1002695 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1002817.812500 Penalty: 4503.851074
	Iteration 10Q: 3 clusters Score -1002818 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1002938.250000 Penalty: 4503.851074
	Iteration 11Q: 3 clusters Score -1002938 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1003064.687500 Penalty: 4503.851074
	Iteration 12Q: 3 clusters Score -1003065 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1003171.625000 Penalty: 4503.851074
	Iteration 13Q: 3 clusters Score -1003172 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1003259.187500 Penalty: 4503.851074
	Iteration 14Q: 3 clusters Score -1003259 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1003330.187500 Penalty: 4503.851074
	Iteration 15Q: 3 clusters Score -1003330 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1003381.250000 Penalty: 4503.851074
	Iteration 16Q: 3 clusters Score -1003381 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1003420.062500 Penalty: 4503.851074
	Iteration 17Q: 3 clusters Score -1003420 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1003460.687500 Penalty: 4503.851074
	Iteration 18Q: 3 clusters Score -1003461 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1003489.937500 Penalty: 4503.851074
	Iteration 19Q: 3 clusters Score -1003490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1003512.687500 Penalty: 4503.851074
	Iteration 20F: 3 clusters Score -1003513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1003531.375000 Penalty: 4503.851074
	Iteration 21Q: 3 clusters Score -1003531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1003543.750000 Penalty: 4503.851074
	Iteration 22Q: 3 clusters Score -1003544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1003557.625000 Penalty: 4503.851074
	Iteration 23Q: 3 clusters Score -1003558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1003562.500000 Penalty: 4503.851074
	Iteration 24Q: 3 clusters Score -1003562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1003567.625000 Penalty: 4503.851074
	Iteration 25Q: 3 clusters Score -1003568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1003581.062500 Penalty: 4503.851074
	Iteration 26Q: 3 clusters Score -1003581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1003595.125000 Penalty: 4503.851074
	Iteration 27Q: 3 clusters Score -1003595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1003603.062500 Penalty: 4503.851074
	Iteration 28Q: 3 clusters Score -1003603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1003614.375000 Penalty: 4503.851074
	Iteration 29Q: 3 clusters Score -1003614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1003621.375000 Penalty: 4503.851074
	Iteration 30Q: 3 clusters Score -1003621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1003634.625000 Penalty: 4503.851074
	Iteration 31Q: 3 clusters Score -1003635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1003638.187500 Penalty: 4503.851074
	Iteration 32Q: 3 clusters Score -1003638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1003644.250000 Penalty: 4503.851074
	Iteration 33Q: 3 clusters Score -1003644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1003647.000000 Penalty: 4503.851074
	Iteration 34Q: 3 clusters Score -1003647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1003648.937500 Penalty: 4503.851074
	Iteration 35Q: 3 clusters Score -1003649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1003651.125000 Penalty: 4503.851074
	Iteration 36Q: 3 clusters Score -1003651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1003653.187500 Penalty: 4503.851074
	Iteration 37Q: 3 clusters Score -1003653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1003656.687500 Penalty: 4503.851074
	Iteration 38Q: 3 clusters Score -1003657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1003659.187500 Penalty: 4503.851074
	Iteration 39Q: 3 clusters Score -1003659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1003664.312500 Penalty: 4503.851074
	Iteration 40F: 3 clusters Score -1003664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1003665.625000 Penalty: 4503.851074
	Iteration 41Q: 3 clusters Score -1003666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1003670.062500 Penalty: 4503.851074
	Iteration 42Q: 3 clusters Score -1003670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1003672.062500 Penalty: 4503.851074
	Iteration 43Q: 3 clusters Score -1003672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1003672.250000 Penalty: 4503.851074
	Iteration 44Q: 3 clusters Score -1003672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1003672.812500 Penalty: 4503.851074
	Iteration 45Q: 3 clusters Score -1003673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1003675.375000 Penalty: 4503.851074
	Iteration 46Q: 3 clusters Score -1003675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1003674.437500 Penalty: 4503.851074
	Iteration 47Q: 3 clusters Score -1003674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1003676.125000 Penalty: 4503.851074
	Iteration 48Q: 3 clusters Score -1003676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1003680.562500 Penalty: 4503.851074
	Iteration 49Q: 3 clusters Score -1003681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1003679.687500 Penalty: 4503.851074
	Iteration 50Q: 3 clusters Score -1003680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1003683.187500 Penalty: 4503.851074
	Iteration 51Q: 3 clusters Score -1003683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1003684.312500 Penalty: 4503.851074
	Iteration 52Q: 3 clusters Score -1003684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1003682.250000 Penalty: 4503.851074
	Iteration 53Q: 3 clusters Score -1003682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1003682.062500 Penalty: 4503.851074
	Iteration 54Q: 3 clusters Score -1003682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1003683.000000 Penalty: 4503.851074
	Iteration 55Q: 3 clusters Score -1003683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1003684.125000 Penalty: 4503.851074
	Iteration 56Q: 3 clusters Score -1003684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1003683.437500 Penalty: 4503.851074
	Iteration 57Q: 3 clusters Score -1003683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1003686.250000 Penalty: 4503.851074
	Iteration 58Q: 3 clusters Score -1003686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1003687.062500 Penalty: 4503.851074
	Iteration 59Q: 3 clusters Score -1003687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1003688.000000 Penalty: 4503.851074
	Iteration 60F: 3 clusters Score -1003688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1003689.187500 Penalty: 4503.851074
	Iteration 61Q: 3 clusters Score -1003689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1003689.187500 Penalty: 4503.851074
	Iteration 62F: 3 clusters Score -1003689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -338495.250000 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -338495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -335722.250000 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -335722.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -337698.781250 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -337698.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -339126.031250 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -339126 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -339652.375000 Penalty: 3861.923828
	Iteration 3F: 3 clusters Score -339652.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -339903.375000 Penalty: 3861.923828
	Iteration 4F: 3 clusters Score -339903.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -339973.718750 Penalty: 3861.923828
	Iteration 5Q: 3 clusters Score -339973.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -340006.781250 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -340006.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -340015.593750 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -340015.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -340024.500000 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -340024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -340029.750000 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -340029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -340031.187500 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -340031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -340031.187500 Penalty: 3861.923828
	Iteration 11F: 3 clusters Score -340031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43743 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52343 members 
Mstep: Class 27 contains 25821 members 
Mstep: Class 28 contains 52974 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 41738 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25557 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8427 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5367 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11232 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 599 members 
Entering Unmasked Estep 
Score: -133759992.000000 Penalty: 256551.531250
Splitting cluster 6 changes total score from -133759728.000000 to -133759992.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 7 (34223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Entering Unmasked Estep 
Score: -4008731.500000 Penalty: 2589.281982
	Iteration 0F: 2 clusters Score -4008732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3985459.750000 Penalty: 5178.563965
	Iteration 0F: 3 clusters Score -3985460 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3994389.000000 Penalty: 5178.563965
	Iteration 1F: 3 clusters Score -3994389 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3995076.750000 Penalty: 5178.563965
	Iteration 2F: 3 clusters Score -3995077 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3995816.250000 Penalty: 5178.563965
	Iteration 3F: 3 clusters Score -3995816 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3996678.750000 Penalty: 5178.563965
	Iteration 4F: 3 clusters Score -3996679 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3997766.000000 Penalty: 5178.563965
	Iteration 5F: 3 clusters Score -3997766 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3999057.000000 Penalty: 5178.563965
	Iteration 6F: 3 clusters Score -3999057 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -4000296.500000 Penalty: 5178.563965
	Iteration 7F: 3 clusters Score -4000296 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4001322.000000 Penalty: 5178.563965
	Iteration 8F: 3 clusters Score -4001322 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4002318.250000 Penalty: 5178.563965
	Iteration 9Q: 3 clusters Score -4002318 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4003229.250000 Penalty: 5178.563965
	Iteration 10Q: 3 clusters Score -4003229 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -4003994.250000 Penalty: 5178.563965
	Iteration 11Q: 3 clusters Score -4003994 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -4004635.000000 Penalty: 5178.563965
	Iteration 12Q: 3 clusters Score -4004635 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -4005046.000000 Penalty: 5178.563965
	Iteration 13Q: 3 clusters Score -4005046 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -4005456.500000 Penalty: 5178.563965
	Iteration 14Q: 3 clusters Score -4005456 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -4005764.500000 Penalty: 5178.563965
	Iteration 15Q: 3 clusters Score -4005764 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4006069.000000 Penalty: 5178.563965
	Iteration 16Q: 3 clusters Score -4006069 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4006270.250000 Penalty: 5178.563965
	Iteration 17Q: 3 clusters Score -4006270 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4006429.500000 Penalty: 5178.563965
	Iteration 18Q: 3 clusters Score -4006430 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4006534.000000 Penalty: 5178.563965
	Iteration 19Q: 3 clusters Score -4006534 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4006600.250000 Penalty: 5178.563965
	Iteration 20F: 3 clusters Score -4006600 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4006654.500000 Penalty: 5178.563965
	Iteration 21Q: 3 clusters Score -4006654 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4006715.500000 Penalty: 5178.563965
	Iteration 22Q: 3 clusters Score -4006716 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4006726.500000 Penalty: 5178.563965
	Iteration 23Q: 3 clusters Score -4006726 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -4006758.750000 Penalty: 5178.563965
	Iteration 24Q: 3 clusters Score -4006759 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4006766.500000 Penalty: 5178.563965
	Iteration 25Q: 3 clusters Score -4006766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4006778.000000 Penalty: 5178.563965
	Iteration 26Q: 3 clusters Score -4006778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -4006779.250000 Penalty: 5178.563965
	Iteration 27Q: 3 clusters Score -4006779 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4006797.000000 Penalty: 5178.563965
	Iteration 28Q: 3 clusters Score -4006797 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -4006801.500000 Penalty: 5178.563965
	Iteration 29Q: 3 clusters Score -4006802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4006807.250000 Penalty: 5178.563965
	Iteration 30Q: 3 clusters Score -4006807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -4006816.000000 Penalty: 5178.563965
	Iteration 31Q: 3 clusters Score -4006816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -4006821.000000 Penalty: 5178.563965
	Iteration 32Q: 3 clusters Score -4006821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -4006835.000000 Penalty: 5178.563965
	Iteration 33Q: 3 clusters Score -4006835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -4006837.250000 Penalty: 5178.563965
	Iteration 34Q: 3 clusters Score -4006837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -4006837.250000 Penalty: 5178.563965
	Iteration 35Q: 3 clusters Score -4006837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4006831.250000 Penalty: 5178.563965
	Iteration 36Q: 3 clusters Score -4006831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4006830.000000 Penalty: 5178.563965
	Iteration 37Q: 3 clusters Score -4006830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -4006829.250000 Penalty: 5178.563965
	Iteration 38Q: 3 clusters Score -4006829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4006837.000000 Penalty: 5178.563965
	Iteration 39Q: 3 clusters Score -4006837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -4006837.500000 Penalty: 5178.563965
	Iteration 40F: 3 clusters Score -4006838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4006832.500000 Penalty: 5178.563965
	Iteration 41Q: 3 clusters Score -4006832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4006834.250000 Penalty: 5178.563965
	Iteration 42Q: 3 clusters Score -4006834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -4006833.750000 Penalty: 5178.563965
	Iteration 43Q: 3 clusters Score -4006834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4006834.000000 Penalty: 5178.563965
	Iteration 44Q: 3 clusters Score -4006834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4006827.750000 Penalty: 5178.563965
	Iteration 45Q: 3 clusters Score -4006828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -4006825.500000 Penalty: 5178.563965
	Iteration 46Q: 3 clusters Score -4006826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4006826.000000 Penalty: 5178.563965
	Iteration 47Q: 3 clusters Score -4006826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4006829.250000 Penalty: 5178.563965
	Iteration 48Q: 3 clusters Score -4006829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4006829.250000 Penalty: 5178.563965
	Iteration 49F: 3 clusters Score -4006829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Entering Unmasked Estep 
Score: -1146111.875000 Penalty: 2282.397217
	Iteration 0F: 2 clusters Score -1146112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1138424.875000 Penalty: 4564.794434
	Iteration 0F: 3 clusters Score -1138425 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1140683.500000 Penalty: 4564.794434
	Iteration 1F: 3 clusters Score -1140684 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1141033.500000 Penalty: 4564.794434
	Iteration 2F: 3 clusters Score -1141034 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1141323.500000 Penalty: 4564.794434
	Iteration 3F: 3 clusters Score -1141324 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1141583.750000 Penalty: 4564.794434
	Iteration 4Q: 3 clusters Score -1141584 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1141869.750000 Penalty: 4564.794434
	Iteration 5Q: 3 clusters Score -1141870 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1142140.250000 Penalty: 4564.794434
	Iteration 6Q: 3 clusters Score -1142140 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1142410.125000 Penalty: 4564.794434
	Iteration 7Q: 3 clusters Score -1142410 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1142761.750000 Penalty: 4564.794434
	Iteration 8Q: 3 clusters Score -1142762 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1143246.875000 Penalty: 4564.794434
	Iteration 9F: 3 clusters Score -1143247 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1143907.500000 Penalty: 4564.794434
	Iteration 10F: 3 clusters Score -1143908 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1144565.500000 Penalty: 4564.794434
	Iteration 11F: 3 clusters Score -1144566 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1144984.250000 Penalty: 4564.794434
	Iteration 12Q: 3 clusters Score -1144984 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1145170.500000 Penalty: 4564.794434
	Iteration 13Q: 3 clusters Score -1145170 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1145234.000000 Penalty: 4564.794434
	Iteration 14Q: 3 clusters Score -1145234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1145254.875000 Penalty: 4564.794434
	Iteration 15Q: 3 clusters Score -1145255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1145266.375000 Penalty: 4564.794434
	Iteration 16Q: 3 clusters Score -1145266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1145270.875000 Penalty: 4564.794434
	Iteration 17Q: 3 clusters Score -1145271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1145274.625000 Penalty: 4564.794434
	Iteration 18Q: 3 clusters Score -1145275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1145276.625000 Penalty: 4564.794434
	Iteration 19Q: 3 clusters Score -1145277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1145273.750000 Penalty: 4564.794434
	Iteration 20F: 3 clusters Score -1145274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1145273.875000 Penalty: 4564.794434
	Iteration 21Q: 3 clusters Score -1145274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1145276.500000 Penalty: 4564.794434
	Iteration 22Q: 3 clusters Score -1145276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1145276.500000 Penalty: 4564.794434
	Iteration 23F: 3 clusters Score -1145276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Entering Unmasked Estep 
Score: -1158576.375000 Penalty: 2282.896240
	Iteration 0F: 2 clusters Score -1158576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1150985.625000 Penalty: 4565.792480
	Iteration 0F: 3 clusters Score -1150986 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1153142.625000 Penalty: 4565.792480
	Iteration 1F: 3 clusters Score -1153143 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1153407.875000 Penalty: 4565.792480
	Iteration 2F: 3 clusters Score -1153408 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1153600.375000 Penalty: 4565.792480
	Iteration 3Q: 3 clusters Score -1153600 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1153749.125000 Penalty: 4565.792480
	Iteration 4Q: 3 clusters Score -1153749 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1153859.000000 Penalty: 4565.792480
	Iteration 5Q: 3 clusters Score -1153859 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1153949.375000 Penalty: 4565.792480
	Iteration 6Q: 3 clusters Score -1153949 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1154027.500000 Penalty: 4565.792480
	Iteration 7Q: 3 clusters Score -1154028 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1154095.375000 Penalty: 4565.792480
	Iteration 8Q: 3 clusters Score -1154095 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1154152.875000 Penalty: 4565.792480
	Iteration 9Q: 3 clusters Score -1154153 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1154209.500000 Penalty: 4565.792480
	Iteration 10Q: 3 clusters Score -1154210 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1154268.875000 Penalty: 4565.792480
	Iteration 11Q: 3 clusters Score -1154269 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1154325.125000 Penalty: 4565.792480
	Iteration 12Q: 3 clusters Score -1154325 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1154374.250000 Penalty: 4565.792480
	Iteration 13Q: 3 clusters Score -1154374 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1154440.375000 Penalty: 4565.792480
	Iteration 14Q: 3 clusters Score -1154440 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1154517.125000 Penalty: 4565.792480
	Iteration 15Q: 3 clusters Score -1154517 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1154584.250000 Penalty: 4565.792480
	Iteration 16Q: 3 clusters Score -1154584 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1154650.375000 Penalty: 4565.792480
	Iteration 17Q: 3 clusters Score -1154650 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1154727.125000 Penalty: 4565.792480
	Iteration 18Q: 3 clusters Score -1154727 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1154807.375000 Penalty: 4565.792480
	Iteration 19Q: 3 clusters Score -1154807 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1154912.625000 Penalty: 4565.792480
	Iteration 20F: 3 clusters Score -1154913 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1155040.125000 Penalty: 4565.792480
	Iteration 21Q: 3 clusters Score -1155040 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1155182.250000 Penalty: 4565.792480
	Iteration 22Q: 3 clusters Score -1155182 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1155356.875000 Penalty: 4565.792480
	Iteration 23Q: 3 clusters Score -1155357 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1155533.250000 Penalty: 4565.792480
	Iteration 24Q: 3 clusters Score -1155533 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1155704.625000 Penalty: 4565.792480
	Iteration 25Q: 3 clusters Score -1155705 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1155870.625000 Penalty: 4565.792480
	Iteration 26Q: 3 clusters Score -1155871 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1156015.500000 Penalty: 4565.792480
	Iteration 27Q: 3 clusters Score -1156016 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1156121.375000 Penalty: 4565.792480
	Iteration 28Q: 3 clusters Score -1156121 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1156210.875000 Penalty: 4565.792480
	Iteration 29Q: 3 clusters Score -1156211 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1156293.375000 Penalty: 4565.792480
	Iteration 30Q: 3 clusters Score -1156293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1156361.375000 Penalty: 4565.792480
	Iteration 31Q: 3 clusters Score -1156361 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1156418.000000 Penalty: 4565.792480
	Iteration 32Q: 3 clusters Score -1156418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1156472.125000 Penalty: 4565.792480
	Iteration 33Q: 3 clusters Score -1156472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1156512.625000 Penalty: 4565.792480
	Iteration 34Q: 3 clusters Score -1156513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1156540.875000 Penalty: 4565.792480
	Iteration 35Q: 3 clusters Score -1156541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1156561.500000 Penalty: 4565.792480
	Iteration 36Q: 3 clusters Score -1156562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1156579.125000 Penalty: 4565.792480
	Iteration 37Q: 3 clusters Score -1156579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1156592.000000 Penalty: 4565.792480
	Iteration 38Q: 3 clusters Score -1156592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1156599.875000 Penalty: 4565.792480
	Iteration 39Q: 3 clusters Score -1156600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1156604.000000 Penalty: 4565.792480
	Iteration 40F: 3 clusters Score -1156604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1156606.875000 Penalty: 4565.792480
	Iteration 41Q: 3 clusters Score -1156607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1156610.875000 Penalty: 4565.792480
	Iteration 42Q: 3 clusters Score -1156611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1156621.000000 Penalty: 4565.792480
	Iteration 43Q: 3 clusters Score -1156621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1156626.375000 Penalty: 4565.792480
	Iteration 44Q: 3 clusters Score -1156626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1156630.000000 Penalty: 4565.792480
	Iteration 45Q: 3 clusters Score -1156630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1156632.125000 Penalty: 4565.792480
	Iteration 46Q: 3 clusters Score -1156632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1156634.625000 Penalty: 4565.792480
	Iteration 47Q: 3 clusters Score -1156635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1156637.625000 Penalty: 4565.792480
	Iteration 48Q: 3 clusters Score -1156638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1156638.875000 Penalty: 4565.792480
	Iteration 49Q: 3 clusters Score -1156639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1156638.875000 Penalty: 4565.792480
	Iteration 50F: 3 clusters Score -1156639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Entering Unmasked Estep 
Score: -570239.812500 Penalty: 2111.568359
	Iteration 0F: 2 clusters Score -570239.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -565715.250000 Penalty: 4223.136719
	Iteration 0F: 3 clusters Score -565715.2 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -566791.625000 Penalty: 4223.136719
	Iteration 1F: 3 clusters Score -566791.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -567055.375000 Penalty: 4223.136719
	Iteration 2F: 3 clusters Score -567055.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -567226.187500 Penalty: 4223.136719
	Iteration 3F: 3 clusters Score -567226.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -567347.375000 Penalty: 4223.136719
	Iteration 4Q: 3 clusters Score -567347.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -567444.625000 Penalty: 4223.136719
	Iteration 5Q: 3 clusters Score -567444.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -567513.250000 Penalty: 4223.136719
	Iteration 6Q: 3 clusters Score -567513.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -567586.937500 Penalty: 4223.136719
	Iteration 7Q: 3 clusters Score -567586.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -567645.000000 Penalty: 4223.136719
	Iteration 8Q: 3 clusters Score -567645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -567697.750000 Penalty: 4223.136719
	Iteration 9Q: 3 clusters Score -567697.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -567748.375000 Penalty: 4223.136719
	Iteration 10Q: 3 clusters Score -567748.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -567787.375000 Penalty: 4223.136719
	Iteration 11Q: 3 clusters Score -567787.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -567821.437500 Penalty: 4223.136719
	Iteration 12Q: 3 clusters Score -567821.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -567852.000000 Penalty: 4223.136719
	Iteration 13Q: 3 clusters Score -567852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -567882.312500 Penalty: 4223.136719
	Iteration 14Q: 3 clusters Score -567882.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -567907.375000 Penalty: 4223.136719
	Iteration 15Q: 3 clusters Score -567907.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -567930.250000 Penalty: 4223.136719
	Iteration 16Q: 3 clusters Score -567930.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -567946.250000 Penalty: 4223.136719
	Iteration 17Q: 3 clusters Score -567946.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -567959.312500 Penalty: 4223.136719
	Iteration 18Q: 3 clusters Score -567959.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -567973.562500 Penalty: 4223.136719
	Iteration 19Q: 3 clusters Score -567973.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -567984.625000 Penalty: 4223.136719
	Iteration 20F: 3 clusters Score -567984.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -567993.000000 Penalty: 4223.136719
	Iteration 21Q: 3 clusters Score -567993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -568002.000000 Penalty: 4223.136719
	Iteration 22Q: 3 clusters Score -568002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -568009.062500 Penalty: 4223.136719
	Iteration 23Q: 3 clusters Score -568009.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -568015.437500 Penalty: 4223.136719
	Iteration 24Q: 3 clusters Score -568015.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -568025.187500 Penalty: 4223.136719
	Iteration 25Q: 3 clusters Score -568025.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -568029.750000 Penalty: 4223.136719
	Iteration 26Q: 3 clusters Score -568029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -568032.000000 Penalty: 4223.136719
	Iteration 27Q: 3 clusters Score -568032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -568033.687500 Penalty: 4223.136719
	Iteration 28Q: 3 clusters Score -568033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -568036.562500 Penalty: 4223.136719
	Iteration 29Q: 3 clusters Score -568036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -568035.375000 Penalty: 4223.136719
	Iteration 30Q: 3 clusters Score -568035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -568036.812500 Penalty: 4223.136719
	Iteration 31Q: 3 clusters Score -568036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -568037.687500 Penalty: 4223.136719
	Iteration 32Q: 3 clusters Score -568037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -568037.812500 Penalty: 4223.136719
	Iteration 33Q: 3 clusters Score -568037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -568039.250000 Penalty: 4223.136719
	Iteration 34Q: 3 clusters Score -568039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -568041.937500 Penalty: 4223.136719
	Iteration 35Q: 3 clusters Score -568041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -568044.625000 Penalty: 4223.136719
	Iteration 36Q: 3 clusters Score -568044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -568045.687500 Penalty: 4223.136719
	Iteration 37Q: 3 clusters Score -568045.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -568048.500000 Penalty: 4223.136719
	Iteration 38Q: 3 clusters Score -568048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -568050.937500 Penalty: 4223.136719
	Iteration 39Q: 3 clusters Score -568050.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -568053.562500 Penalty: 4223.136719
	Iteration 40F: 3 clusters Score -568053.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -568057.500000 Penalty: 4223.136719
	Iteration 41Q: 3 clusters Score -568057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -568060.125000 Penalty: 4223.136719
	Iteration 42Q: 3 clusters Score -568060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -568062.625000 Penalty: 4223.136719
	Iteration 43Q: 3 clusters Score -568062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -568063.625000 Penalty: 4223.136719
	Iteration 44Q: 3 clusters Score -568063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -568063.937500 Penalty: 4223.136719
	Iteration 45Q: 3 clusters Score -568063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -568065.812500 Penalty: 4223.136719
	Iteration 46Q: 3 clusters Score -568065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -568065.125000 Penalty: 4223.136719
	Iteration 47Q: 3 clusters Score -568065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -568066.125000 Penalty: 4223.136719
	Iteration 48Q: 3 clusters Score -568066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -568066.125000 Penalty: 4223.136719
	Iteration 49F: 3 clusters Score -568066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Entering Unmasked Estep 
Score: -646884.812500 Penalty: 2141.738525
	Iteration 0F: 2 clusters Score -646884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -641970.625000 Penalty: 4283.477051
	Iteration 0F: 3 clusters Score -641970.6 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -643155.875000 Penalty: 4283.477051
	Iteration 1F: 3 clusters Score -643155.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -643395.187500 Penalty: 4283.477051
	Iteration 2F: 3 clusters Score -643395.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -643552.625000 Penalty: 4283.477051
	Iteration 3F: 3 clusters Score -643552.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -643662.125000 Penalty: 4283.477051
	Iteration 4Q: 3 clusters Score -643662.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -643750.312500 Penalty: 4283.477051
	Iteration 5Q: 3 clusters Score -643750.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -643811.812500 Penalty: 4283.477051
	Iteration 6Q: 3 clusters Score -643811.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -643879.500000 Penalty: 4283.477051
	Iteration 7Q: 3 clusters Score -643879.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -643941.875000 Penalty: 4283.477051
	Iteration 8Q: 3 clusters Score -643941.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -643993.625000 Penalty: 4283.477051
	Iteration 9Q: 3 clusters Score -643993.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -644033.000000 Penalty: 4283.477051
	Iteration 10Q: 3 clusters Score -644033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -644074.875000 Penalty: 4283.477051
	Iteration 11Q: 3 clusters Score -644074.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -644116.187500 Penalty: 4283.477051
	Iteration 12Q: 3 clusters Score -644116.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -644152.062500 Penalty: 4283.477051
	Iteration 13Q: 3 clusters Score -644152.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -644185.375000 Penalty: 4283.477051
	Iteration 14Q: 3 clusters Score -644185.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -644209.875000 Penalty: 4283.477051
	Iteration 15Q: 3 clusters Score -644209.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -644237.437500 Penalty: 4283.477051
	Iteration 16Q: 3 clusters Score -644237.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -644255.937500 Penalty: 4283.477051
	Iteration 17Q: 3 clusters Score -644255.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -644280.437500 Penalty: 4283.477051
	Iteration 18Q: 3 clusters Score -644280.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -644307.500000 Penalty: 4283.477051
	Iteration 19Q: 3 clusters Score -644307.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -644334.437500 Penalty: 4283.477051
	Iteration 20F: 3 clusters Score -644334.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -644364.000000 Penalty: 4283.477051
	Iteration 21Q: 3 clusters Score -644364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -644400.437500 Penalty: 4283.477051
	Iteration 22Q: 3 clusters Score -644400.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -644432.062500 Penalty: 4283.477051
	Iteration 23Q: 3 clusters Score -644432.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -644455.750000 Penalty: 4283.477051
	Iteration 24Q: 3 clusters Score -644455.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -644477.625000 Penalty: 4283.477051
	Iteration 25Q: 3 clusters Score -644477.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -644500.312500 Penalty: 4283.477051
	Iteration 26Q: 3 clusters Score -644500.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -644528.375000 Penalty: 4283.477051
	Iteration 27Q: 3 clusters Score -644528.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -644547.250000 Penalty: 4283.477051
	Iteration 28Q: 3 clusters Score -644547.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -644566.437500 Penalty: 4283.477051
	Iteration 29Q: 3 clusters Score -644566.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -644595.125000 Penalty: 4283.477051
	Iteration 30Q: 3 clusters Score -644595.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -644629.562500 Penalty: 4283.477051
	Iteration 31Q: 3 clusters Score -644629.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -644658.187500 Penalty: 4283.477051
	Iteration 32Q: 3 clusters Score -644658.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -644688.062500 Penalty: 4283.477051
	Iteration 33Q: 3 clusters Score -644688.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -644704.625000 Penalty: 4283.477051
	Iteration 34Q: 3 clusters Score -644704.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -644716.875000 Penalty: 4283.477051
	Iteration 35Q: 3 clusters Score -644716.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -644727.687500 Penalty: 4283.477051
	Iteration 36Q: 3 clusters Score -644727.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -644741.125000 Penalty: 4283.477051
	Iteration 37Q: 3 clusters Score -644741.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -644752.937500 Penalty: 4283.477051
	Iteration 38Q: 3 clusters Score -644752.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -644766.000000 Penalty: 4283.477051
	Iteration 39Q: 3 clusters Score -644766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -644776.000000 Penalty: 4283.477051
	Iteration 40F: 3 clusters Score -644776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -644786.437500 Penalty: 4283.477051
	Iteration 41Q: 3 clusters Score -644786.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -644794.625000 Penalty: 4283.477051
	Iteration 42Q: 3 clusters Score -644794.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -644804.937500 Penalty: 4283.477051
	Iteration 43Q: 3 clusters Score -644804.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -644815.750000 Penalty: 4283.477051
	Iteration 44Q: 3 clusters Score -644815.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -644828.250000 Penalty: 4283.477051
	Iteration 45Q: 3 clusters Score -644828.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -644837.500000 Penalty: 4283.477051
	Iteration 46Q: 3 clusters Score -644837.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -644854.000000 Penalty: 4283.477051
	Iteration 47Q: 3 clusters Score -644854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -644863.000000 Penalty: 4283.477051
	Iteration 48Q: 3 clusters Score -644863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -644872.562500 Penalty: 4283.477051
	Iteration 49Q: 3 clusters Score -644872.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -644882.062500 Penalty: 4283.477051
	Iteration 50Q: 3 clusters Score -644882.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -644889.375000 Penalty: 4283.477051
	Iteration 51Q: 3 clusters Score -644889.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -644895.125000 Penalty: 4283.477051
	Iteration 52Q: 3 clusters Score -644895.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -644901.000000 Penalty: 4283.477051
	Iteration 53Q: 3 clusters Score -644901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -644904.625000 Penalty: 4283.477051
	Iteration 54Q: 3 clusters Score -644904.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -644910.875000 Penalty: 4283.477051
	Iteration 55Q: 3 clusters Score -644910.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -644915.500000 Penalty: 4283.477051
	Iteration 56Q: 3 clusters Score -644915.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -644919.812500 Penalty: 4283.477051
	Iteration 57Q: 3 clusters Score -644919.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -644924.187500 Penalty: 4283.477051
	Iteration 58Q: 3 clusters Score -644924.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -644929.000000 Penalty: 4283.477051
	Iteration 59Q: 3 clusters Score -644929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -644935.125000 Penalty: 4283.477051
	Iteration 60F: 3 clusters Score -644935.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -644939.375000 Penalty: 4283.477051
	Iteration 61Q: 3 clusters Score -644939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -644941.875000 Penalty: 4283.477051
	Iteration 62Q: 3 clusters Score -644941.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -644943.875000 Penalty: 4283.477051
	Iteration 63Q: 3 clusters Score -644943.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -644947.562500 Penalty: 4283.477051
	Iteration 64Q: 3 clusters Score -644947.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -644952.062500 Penalty: 4283.477051
	Iteration 65Q: 3 clusters Score -644952.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -644955.812500 Penalty: 4283.477051
	Iteration 66Q: 3 clusters Score -644955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -644959.187500 Penalty: 4283.477051
	Iteration 67Q: 3 clusters Score -644959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -644959.875000 Penalty: 4283.477051
	Iteration 68Q: 3 clusters Score -644959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -644963.687500 Penalty: 4283.477051
	Iteration 69Q: 3 clusters Score -644963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -644967.125000 Penalty: 4283.477051
	Iteration 70Q: 3 clusters Score -644967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -644966.750000 Penalty: 4283.477051
	Iteration 71Q: 3 clusters Score -644966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -644968.375000 Penalty: 4283.477051
	Iteration 72Q: 3 clusters Score -644968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -644967.812500 Penalty: 4283.477051
	Iteration 73Q: 3 clusters Score -644967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -644969.312500 Penalty: 4283.477051
	Iteration 74Q: 3 clusters Score -644969.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -644969.312500 Penalty: 4283.477051
	Iteration 75F: 3 clusters Score -644969.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (187978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187978 members 
Entering Unmasked Estep 
Score: -21946306.000000 Penalty: 3011.731934
	Iteration 0F: 2 clusters Score -2.194631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -21822660.000000 Penalty: 6023.463867
	Iteration 0F: 3 clusters Score -2.182266e+07 nChanged 90358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -21875794.000000 Penalty: 6023.463867
	Iteration 1F: 3 clusters Score -2.187579e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -21877268.000000 Penalty: 6023.463867
	Iteration 2Q: 3 clusters Score -2.187727e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 87124 members 
Entering Unmasked Estep 
Score: -21879002.000000 Penalty: 6023.463867
	Iteration 3Q: 3 clusters Score -2.1879e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -21881348.000000 Penalty: 6023.463867
	Iteration 4Q: 3 clusters Score -2.188135e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -21884382.000000 Penalty: 6023.463867
	Iteration 5Q: 3 clusters Score -2.188438e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116765 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -21889066.000000 Penalty: 6023.463867
	Iteration 6Q: 3 clusters Score -2.188907e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126196 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -21895522.000000 Penalty: 6023.463867
	Iteration 7F: 3 clusters Score -2.189552e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137604 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -21904392.000000 Penalty: 6023.463867
	Iteration 8F: 3 clusters Score -2.190439e+07 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149836 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -21914510.000000 Penalty: 6023.463867
	Iteration 9F: 3 clusters Score -2.191451e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161403 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -21923930.000000 Penalty: 6023.463867
	Iteration 10F: 3 clusters Score -2.192393e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171046 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -21931804.000000 Penalty: 6023.463867
	Iteration 11F: 3 clusters Score -2.19318e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178126 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -21937128.000000 Penalty: 6023.463867
	Iteration 12Q: 3 clusters Score -2.193713e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182584 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -21940138.000000 Penalty: 6023.463867
	Iteration 13Q: 3 clusters Score -2.194014e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185077 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -21941728.000000 Penalty: 6023.463867
	Iteration 14Q: 3 clusters Score -2.194173e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186329 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21942646.000000 Penalty: 6023.463867
	Iteration 15Q: 3 clusters Score -2.194265e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186924 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21943102.000000 Penalty: 6023.463867
	Iteration 16Q: 3 clusters Score -2.19431e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187193 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -21943278.000000 Penalty: 6023.463867
	Iteration 17Q: 3 clusters Score -2.194328e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187317 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21943386.000000 Penalty: 6023.463867
	Iteration 18Q: 3 clusters Score -2.194339e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187397 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21943472.000000 Penalty: 6023.463867
	Iteration 19Q: 3 clusters Score -2.194347e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187458 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21943514.000000 Penalty: 6023.463867
	Iteration 20F: 3 clusters Score -2.194351e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187492 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -21943556.000000 Penalty: 6023.463867
	Iteration 21Q: 3 clusters Score -2.194356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187506 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -21943584.000000 Penalty: 6023.463867
	Iteration 22Q: 3 clusters Score -2.194358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21943606.000000 Penalty: 6023.463867
	Iteration 23Q: 3 clusters Score -2.194361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187538 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21943612.000000 Penalty: 6023.463867
	Iteration 24Q: 3 clusters Score -2.194361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187546 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21943616.000000 Penalty: 6023.463867
	Iteration 25Q: 3 clusters Score -2.194362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187552 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -21943616.000000 Penalty: 6023.463867
	Iteration 26Q: 3 clusters Score -2.194362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187557 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21943624.000000 Penalty: 6023.463867
	Iteration 27Q: 3 clusters Score -2.194362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187559 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -21943622.000000 Penalty: 6023.463867
	Iteration 28Q: 3 clusters Score -2.194362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187564 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21943634.000000 Penalty: 6023.463867
	Iteration 29Q: 3 clusters Score -2.194363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187572 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21943656.000000 Penalty: 6023.463867
	Iteration 30Q: 3 clusters Score -2.194366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187570 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21943648.000000 Penalty: 6023.463867
	Iteration 31Q: 3 clusters Score -2.194365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187572 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21943662.000000 Penalty: 6023.463867
	Iteration 32Q: 3 clusters Score -2.194366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21943664.000000 Penalty: 6023.463867
	Iteration 33Q: 3 clusters Score -2.194366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21943664.000000 Penalty: 6023.463867
	Iteration 34F: 3 clusters Score -2.194366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (186936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186936 members 
Entering Unmasked Estep 
Score: -22054930.000000 Penalty: 3010.353271
	Iteration 0F: 2 clusters Score -2.205493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -21932220.000000 Penalty: 6020.706543
	Iteration 0F: 3 clusters Score -2.193222e+07 nChanged 89661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -21986056.000000 Penalty: 6020.706543
	Iteration 1F: 3 clusters Score -2.198606e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 89112 members 
Entering Unmasked Estep 
Score: -21988202.000000 Penalty: 6020.706543
	Iteration 2Q: 3 clusters Score -2.19882e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100210 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -21990868.000000 Penalty: 6020.706543
	Iteration 3Q: 3 clusters Score -2.199087e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -21994188.000000 Penalty: 6020.706543
	Iteration 4Q: 3 clusters Score -2.199419e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -21998112.000000 Penalty: 6020.706543
	Iteration 5Q: 3 clusters Score -2.199811e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114366 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -22003030.000000 Penalty: 6020.706543
	Iteration 6F: 3 clusters Score -2.200303e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122580 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -22009156.000000 Penalty: 6020.706543
	Iteration 7F: 3 clusters Score -2.200916e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132386 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -22016810.000000 Penalty: 6020.706543
	Iteration 8F: 3 clusters Score -2.201681e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143153 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -22024484.000000 Penalty: 6020.706543
	Iteration 9F: 3 clusters Score -2.202448e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153738 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -22032370.000000 Penalty: 6020.706543
	Iteration 10F: 3 clusters Score -2.203237e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163258 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -22039094.000000 Penalty: 6020.706543
	Iteration 11F: 3 clusters Score -2.203909e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170854 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -22044336.000000 Penalty: 6020.706543
	Iteration 12Q: 3 clusters Score -2.204434e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176471 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -22047746.000000 Penalty: 6020.706543
	Iteration 13Q: 3 clusters Score -2.204775e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180190 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -22049838.000000 Penalty: 6020.706543
	Iteration 14Q: 3 clusters Score -2.204984e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182392 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -22050936.000000 Penalty: 6020.706543
	Iteration 15Q: 3 clusters Score -2.205094e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183753 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -22051442.000000 Penalty: 6020.706543
	Iteration 16Q: 3 clusters Score -2.205144e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184549 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -22051870.000000 Penalty: 6020.706543
	Iteration 17Q: 3 clusters Score -2.205187e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185002 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -22052094.000000 Penalty: 6020.706543
	Iteration 18Q: 3 clusters Score -2.205209e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185299 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -22052202.000000 Penalty: 6020.706543
	Iteration 19Q: 3 clusters Score -2.20522e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185487 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -22052312.000000 Penalty: 6020.706543
	Iteration 20F: 3 clusters Score -2.205231e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185613 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22052360.000000 Penalty: 6020.706543
	Iteration 21Q: 3 clusters Score -2.205236e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185716 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -22052426.000000 Penalty: 6020.706543
	Iteration 22Q: 3 clusters Score -2.205243e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185778 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -22052492.000000 Penalty: 6020.706543
	Iteration 23Q: 3 clusters Score -2.205249e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185825 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -22052510.000000 Penalty: 6020.706543
	Iteration 24Q: 3 clusters Score -2.205251e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185854 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22052534.000000 Penalty: 6020.706543
	Iteration 25Q: 3 clusters Score -2.205253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185879 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22052530.000000 Penalty: 6020.706543
	Iteration 26Q: 3 clusters Score -2.205253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185896 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -22052538.000000 Penalty: 6020.706543
	Iteration 27Q: 3 clusters Score -2.205254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185906 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -22052548.000000 Penalty: 6020.706543
	Iteration 28Q: 3 clusters Score -2.205255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185920 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22052564.000000 Penalty: 6020.706543
	Iteration 29Q: 3 clusters Score -2.205256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185928 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22052566.000000 Penalty: 6020.706543
	Iteration 30Q: 3 clusters Score -2.205257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185944 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -22052568.000000 Penalty: 6020.706543
	Iteration 31Q: 3 clusters Score -2.205257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185959 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -22052566.000000 Penalty: 6020.706543
	Iteration 32Q: 3 clusters Score -2.205257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185963 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -22052584.000000 Penalty: 6020.706543
	Iteration 33Q: 3 clusters Score -2.205258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185975 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22052602.000000 Penalty: 6020.706543
	Iteration 34Q: 3 clusters Score -2.20526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185989 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -22052602.000000 Penalty: 6020.706543
	Iteration 35Q: 3 clusters Score -2.20526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185996 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -22052606.000000 Penalty: 6020.706543
	Iteration 36Q: 3 clusters Score -2.205261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186008 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22052630.000000 Penalty: 6020.706543
	Iteration 37Q: 3 clusters Score -2.205263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186019 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -22052638.000000 Penalty: 6020.706543
	Iteration 38Q: 3 clusters Score -2.205264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186023 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -22052638.000000 Penalty: 6020.706543
	Iteration 39Q: 3 clusters Score -2.205264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186030 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22052634.000000 Penalty: 6020.706543
	Iteration 40F: 3 clusters Score -2.205263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186032 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22052636.000000 Penalty: 6020.706543
	Iteration 41Q: 3 clusters Score -2.205264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186035 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -22052640.000000 Penalty: 6020.706543
	Iteration 42Q: 3 clusters Score -2.205264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186036 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -22052632.000000 Penalty: 6020.706543
	Iteration 43Q: 3 clusters Score -2.205263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186040 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22052648.000000 Penalty: 6020.706543
	Iteration 44Q: 3 clusters Score -2.205265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186042 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22052654.000000 Penalty: 6020.706543
	Iteration 45Q: 3 clusters Score -2.205265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186042 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22052654.000000 Penalty: 6020.706543
	Iteration 46F: 3 clusters Score -2.205265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -32412.824219 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -32412.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31177.257812 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -31177.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31422.861328 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -31422.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31564.388672 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -31564.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31630.978516 Penalty: 2862.634766
	Iteration 3F: 3 clusters Score -31630.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31661.833984 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -31661.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31736.896484 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -31736.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31757.482422 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -31757.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31770.654297 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -31770.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31799.035156 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -31799.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31832.964844 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -31832.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31850.781250 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -31850.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31862.539062 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -31862.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31866.824219 Penalty: 2862.634766
	Iteration 12Q: 3 clusters Score -31866.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31868.398438 Penalty: 2862.634766
	Iteration 13F: 3 clusters Score -31868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31876.962891 Penalty: 2862.634766
	Iteration 14Q: 3 clusters Score -31876.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31876.962891 Penalty: 2862.634766
	Iteration 15F: 3 clusters Score -31876.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -387524.875000 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -387524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -384514.187500 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -384514.2 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -385545.062500 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -385545.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -385943.437500 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -385943.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -386203.281250 Penalty: 3923.653076
	Iteration 3F: 3 clusters Score -386203.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -386438.125000 Penalty: 3923.653076
	Iteration 4F: 3 clusters Score -386438.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -386672.968750 Penalty: 3923.653076
	Iteration 5F: 3 clusters Score -386673 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -386849.593750 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -386849.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -386986.000000 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -386986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -387130.437500 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -387130.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -387263.500000 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -387263.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -387405.531250 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -387405.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -387548.875000 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -387548.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -387681.093750 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -387681.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -387759.125000 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -387759.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -387803.593750 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -387803.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -387844.218750 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -387844.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -387871.031250 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -387871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -387891.468750 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -387891.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -387915.437500 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -387915.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -387940.218750 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -387940.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -387960.843750 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -387960.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -387973.000000 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -387973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -387979.468750 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -387979.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -387983.656250 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -387983.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -387985.000000 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -387985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -387986.156250 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -387986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -387986.375000 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -387986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -387986.375000 Penalty: 3923.653076
	Iteration 27F: 3 clusters Score -387986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 1387 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43743 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52343 members 
Mstep: Class 27 contains 25821 members 
Mstep: Class 28 contains 52974 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 41738 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25557 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8427 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5367 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11232 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 599 members 
Mstep: Class 75 contains 1339 members 
Entering Unmasked Estep 
Score: -133759008.000000 Penalty: 260018.453125
Splitting cluster 15 changes total score from -133759728.000000 to -133759008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -221052.765625 Penalty: 1870.468994
	Iteration 0F: 2 clusters Score -221052.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -218508.203125 Penalty: 3740.937988
	Iteration 0F: 3 clusters Score -218508.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -218944.203125 Penalty: 3740.937988
	Iteration 1F: 3 clusters Score -218944.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219052.750000 Penalty: 3740.937988
	Iteration 2F: 3 clusters Score -219052.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -219126.828125 Penalty: 3740.937988
	Iteration 3Q: 3 clusters Score -219126.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -219175.703125 Penalty: 3740.937988
	Iteration 4Q: 3 clusters Score -219175.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -219197.750000 Penalty: 3740.937988
	Iteration 5Q: 3 clusters Score -219197.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -219212.031250 Penalty: 3740.937988
	Iteration 6Q: 3 clusters Score -219212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -219223.953125 Penalty: 3740.937988
	Iteration 7Q: 3 clusters Score -219224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -219233.406250 Penalty: 3740.937988
	Iteration 8Q: 3 clusters Score -219233.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -219243.031250 Penalty: 3740.937988
	Iteration 9Q: 3 clusters Score -219243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -219251.281250 Penalty: 3740.937988
	Iteration 10Q: 3 clusters Score -219251.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -219260.734375 Penalty: 3740.937988
	Iteration 11Q: 3 clusters Score -219260.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -219268.875000 Penalty: 3740.937988
	Iteration 12Q: 3 clusters Score -219268.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -219275.546875 Penalty: 3740.937988
	Iteration 13Q: 3 clusters Score -219275.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -219281.328125 Penalty: 3740.937988
	Iteration 14Q: 3 clusters Score -219281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -219283.359375 Penalty: 3740.937988
	Iteration 15Q: 3 clusters Score -219283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -219284.031250 Penalty: 3740.937988
	Iteration 16Q: 3 clusters Score -219284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -219287.140625 Penalty: 3740.937988
	Iteration 17Q: 3 clusters Score -219287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -219287.453125 Penalty: 3740.937988
	Iteration 18Q: 3 clusters Score -219287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -219287.453125 Penalty: 3740.937988
	Iteration 19F: 3 clusters Score -219287.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -317223.406250 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -317223.4 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 1316 members 
Entering Unmasked Estep 
Score: -314166.375000 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -314166.4 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -314818.343750 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -314818.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -314989.625000 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -314989.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -315099.343750 Penalty: 3915.211670
	Iteration 3Q: 3 clusters Score -315099.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -315202.968750 Penalty: 3915.211670
	Iteration 4Q: 3 clusters Score -315203 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -315301.000000 Penalty: 3915.211670
	Iteration 5Q: 3 clusters Score -315301 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -315386.906250 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -315386.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -315444.093750 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -315444.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -315500.312500 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -315500.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -315547.625000 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -315547.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -315586.875000 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -315586.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -315639.281250 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -315639.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -315692.093750 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -315692.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -315743.218750 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -315743.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -315790.125000 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -315790.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -315856.750000 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -315856.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -315908.156250 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -315908.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -315966.812500 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -315966.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -316007.593750 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -316007.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -316044.406250 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -316044.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -316094.031250 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -316094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -316118.625000 Penalty: 3915.211670
	Iteration 21Q: 3 clusters Score -316118.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -316137.906250 Penalty: 3915.211670
	Iteration 22Q: 3 clusters Score -316137.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -316152.125000 Penalty: 3915.211670
	Iteration 23Q: 3 clusters Score -316152.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -316161.187500 Penalty: 3915.211670
	Iteration 24Q: 3 clusters Score -316161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -316162.250000 Penalty: 3915.211670
	Iteration 25Q: 3 clusters Score -316162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -316163.062500 Penalty: 3915.211670
	Iteration 26Q: 3 clusters Score -316163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316164.687500 Penalty: 3915.211670
	Iteration 27Q: 3 clusters Score -316164.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -316166.906250 Penalty: 3915.211670
	Iteration 28Q: 3 clusters Score -316166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -316167.468750 Penalty: 3915.211670
	Iteration 29Q: 3 clusters Score -316167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -316167.781250 Penalty: 3915.211670
	Iteration 30Q: 3 clusters Score -316167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -316167.781250 Penalty: 3915.211670
	Iteration 31F: 3 clusters Score -316167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Entering Unmasked Estep 
Score: -637789.062500 Penalty: 2130.429932
	Iteration 0F: 2 clusters Score -637789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -632982.375000 Penalty: 4260.859863
	Iteration 0F: 3 clusters Score -632982.4 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -634180.000000 Penalty: 4260.859863
	Iteration 1F: 3 clusters Score -634180 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -634426.062500 Penalty: 4260.859863
	Iteration 2F: 3 clusters Score -634426.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -634617.000000 Penalty: 4260.859863
	Iteration 3F: 3 clusters Score -634617 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -634753.562500 Penalty: 4260.859863
	Iteration 4Q: 3 clusters Score -634753.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -634870.625000 Penalty: 4260.859863
	Iteration 5Q: 3 clusters Score -634870.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -634976.500000 Penalty: 4260.859863
	Iteration 6Q: 3 clusters Score -634976.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -635069.875000 Penalty: 4260.859863
	Iteration 7Q: 3 clusters Score -635069.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -635149.437500 Penalty: 4260.859863
	Iteration 8Q: 3 clusters Score -635149.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -635247.562500 Penalty: 4260.859863
	Iteration 9Q: 3 clusters Score -635247.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -635348.250000 Penalty: 4260.859863
	Iteration 10Q: 3 clusters Score -635348.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -635445.687500 Penalty: 4260.859863
	Iteration 11Q: 3 clusters Score -635445.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -635519.375000 Penalty: 4260.859863
	Iteration 12Q: 3 clusters Score -635519.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -635569.750000 Penalty: 4260.859863
	Iteration 13Q: 3 clusters Score -635569.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -635613.062500 Penalty: 4260.859863
	Iteration 14Q: 3 clusters Score -635613.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -635665.875000 Penalty: 4260.859863
	Iteration 15Q: 3 clusters Score -635665.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -635712.937500 Penalty: 4260.859863
	Iteration 16Q: 3 clusters Score -635712.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -635753.625000 Penalty: 4260.859863
	Iteration 17Q: 3 clusters Score -635753.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -635802.500000 Penalty: 4260.859863
	Iteration 18Q: 3 clusters Score -635802.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -635852.125000 Penalty: 4260.859863
	Iteration 19Q: 3 clusters Score -635852.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -635897.062500 Penalty: 4260.859863
	Iteration 20F: 3 clusters Score -635897.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -635934.250000 Penalty: 4260.859863
	Iteration 21Q: 3 clusters Score -635934.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -635964.000000 Penalty: 4260.859863
	Iteration 22Q: 3 clusters Score -635964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -635989.687500 Penalty: 4260.859863
	Iteration 23Q: 3 clusters Score -635989.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -636014.812500 Penalty: 4260.859863
	Iteration 24Q: 3 clusters Score -636014.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -636041.062500 Penalty: 4260.859863
	Iteration 25Q: 3 clusters Score -636041.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -636071.750000 Penalty: 4260.859863
	Iteration 26Q: 3 clusters Score -636071.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -636105.375000 Penalty: 4260.859863
	Iteration 27Q: 3 clusters Score -636105.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -636126.500000 Penalty: 4260.859863
	Iteration 28Q: 3 clusters Score -636126.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -636145.437500 Penalty: 4260.859863
	Iteration 29Q: 3 clusters Score -636145.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -636167.312500 Penalty: 4260.859863
	Iteration 30Q: 3 clusters Score -636167.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -636185.312500 Penalty: 4260.859863
	Iteration 31Q: 3 clusters Score -636185.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -636204.312500 Penalty: 4260.859863
	Iteration 32Q: 3 clusters Score -636204.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -636218.562500 Penalty: 4260.859863
	Iteration 33Q: 3 clusters Score -636218.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -636236.375000 Penalty: 4260.859863
	Iteration 34Q: 3 clusters Score -636236.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -636249.312500 Penalty: 4260.859863
	Iteration 35Q: 3 clusters Score -636249.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -636260.250000 Penalty: 4260.859863
	Iteration 36Q: 3 clusters Score -636260.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -636271.875000 Penalty: 4260.859863
	Iteration 37Q: 3 clusters Score -636271.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -636282.375000 Penalty: 4260.859863
	Iteration 38Q: 3 clusters Score -636282.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -636291.937500 Penalty: 4260.859863
	Iteration 39Q: 3 clusters Score -636291.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -636302.250000 Penalty: 4260.859863
	Iteration 40F: 3 clusters Score -636302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -636307.250000 Penalty: 4260.859863
	Iteration 41Q: 3 clusters Score -636307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -636310.125000 Penalty: 4260.859863
	Iteration 42Q: 3 clusters Score -636310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -636310.875000 Penalty: 4260.859863
	Iteration 43Q: 3 clusters Score -636310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -636312.500000 Penalty: 4260.859863
	Iteration 44Q: 3 clusters Score -636312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -636312.500000 Penalty: 4260.859863
	Iteration 45F: 3 clusters Score -636312.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Entering Unmasked Estep 
Score: -734126.500000 Penalty: 2163.038330
	Iteration 0F: 2 clusters Score -734126.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -728876.312500 Penalty: 4326.076660
	Iteration 0F: 3 clusters Score -728876.3 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -730262.625000 Penalty: 4326.076660
	Iteration 1F: 3 clusters Score -730262.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -730531.625000 Penalty: 4326.076660
	Iteration 2F: 3 clusters Score -730531.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -730716.125000 Penalty: 4326.076660
	Iteration 3F: 3 clusters Score -730716.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -730828.437500 Penalty: 4326.076660
	Iteration 4Q: 3 clusters Score -730828.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -730917.625000 Penalty: 4326.076660
	Iteration 5Q: 3 clusters Score -730917.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -731013.312500 Penalty: 4326.076660
	Iteration 6Q: 3 clusters Score -731013.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -731124.750000 Penalty: 4326.076660
	Iteration 7Q: 3 clusters Score -731124.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -731243.750000 Penalty: 4326.076660
	Iteration 8Q: 3 clusters Score -731243.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -731364.375000 Penalty: 4326.076660
	Iteration 9Q: 3 clusters Score -731364.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -731470.125000 Penalty: 4326.076660
	Iteration 10Q: 3 clusters Score -731470.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -731560.312500 Penalty: 4326.076660
	Iteration 11Q: 3 clusters Score -731560.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -731633.125000 Penalty: 4326.076660
	Iteration 12Q: 3 clusters Score -731633.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -731691.062500 Penalty: 4326.076660
	Iteration 13Q: 3 clusters Score -731691.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -731737.000000 Penalty: 4326.076660
	Iteration 14Q: 3 clusters Score -731737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -731777.187500 Penalty: 4326.076660
	Iteration 15Q: 3 clusters Score -731777.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -731822.875000 Penalty: 4326.076660
	Iteration 16Q: 3 clusters Score -731822.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -731860.875000 Penalty: 4326.076660
	Iteration 17Q: 3 clusters Score -731860.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -731890.312500 Penalty: 4326.076660
	Iteration 18Q: 3 clusters Score -731890.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -731919.625000 Penalty: 4326.076660
	Iteration 19Q: 3 clusters Score -731919.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -731949.187500 Penalty: 4326.076660
	Iteration 20F: 3 clusters Score -731949.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -731977.812500 Penalty: 4326.076660
	Iteration 21Q: 3 clusters Score -731977.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -732004.875000 Penalty: 4326.076660
	Iteration 22Q: 3 clusters Score -732004.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -732025.750000 Penalty: 4326.076660
	Iteration 23Q: 3 clusters Score -732025.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -732044.562500 Penalty: 4326.076660
	Iteration 24Q: 3 clusters Score -732044.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -732069.000000 Penalty: 4326.076660
	Iteration 25Q: 3 clusters Score -732069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -732090.062500 Penalty: 4326.076660
	Iteration 26Q: 3 clusters Score -732090.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -732114.250000 Penalty: 4326.076660
	Iteration 27Q: 3 clusters Score -732114.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -732143.500000 Penalty: 4326.076660
	Iteration 28Q: 3 clusters Score -732143.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -732170.187500 Penalty: 4326.076660
	Iteration 29Q: 3 clusters Score -732170.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -732190.750000 Penalty: 4326.076660
	Iteration 30Q: 3 clusters Score -732190.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -732208.125000 Penalty: 4326.076660
	Iteration 31Q: 3 clusters Score -732208.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -732222.875000 Penalty: 4326.076660
	Iteration 32Q: 3 clusters Score -732222.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -732238.562500 Penalty: 4326.076660
	Iteration 33Q: 3 clusters Score -732238.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -732250.125000 Penalty: 4326.076660
	Iteration 34Q: 3 clusters Score -732250.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -732257.625000 Penalty: 4326.076660
	Iteration 35Q: 3 clusters Score -732257.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -732266.937500 Penalty: 4326.076660
	Iteration 36Q: 3 clusters Score -732266.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -732273.625000 Penalty: 4326.076660
	Iteration 37Q: 3 clusters Score -732273.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -732278.562500 Penalty: 4326.076660
	Iteration 38Q: 3 clusters Score -732278.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -732283.000000 Penalty: 4326.076660
	Iteration 39Q: 3 clusters Score -732283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -732289.125000 Penalty: 4326.076660
	Iteration 40F: 3 clusters Score -732289.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -732294.250000 Penalty: 4326.076660
	Iteration 41Q: 3 clusters Score -732294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -732296.687500 Penalty: 4326.076660
	Iteration 42Q: 3 clusters Score -732296.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -732301.562500 Penalty: 4326.076660
	Iteration 43Q: 3 clusters Score -732301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -732300.500000 Penalty: 4326.076660
	Iteration 44Q: 3 clusters Score -732300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -732301.187500 Penalty: 4326.076660
	Iteration 45Q: 3 clusters Score -732301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -732302.312500 Penalty: 4326.076660
	Iteration 46Q: 3 clusters Score -732302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -732301.625000 Penalty: 4326.076660
	Iteration 47Q: 3 clusters Score -732301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -732303.187500 Penalty: 4326.076660
	Iteration 48Q: 3 clusters Score -732303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -732303.750000 Penalty: 4326.076660
	Iteration 49Q: 3 clusters Score -732303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -732304.312500 Penalty: 4326.076660
	Iteration 50Q: 3 clusters Score -732304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -732304.312500 Penalty: 4326.076660
	Iteration 51F: 3 clusters Score -732304.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Entering Unmasked Estep 
Score: -1840664.875000 Penalty: 2423.161621
	Iteration 0F: 2 clusters Score -1840665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1828247.375000 Penalty: 4846.323242
	Iteration 0F: 3 clusters Score -1828247 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1833122.500000 Penalty: 4846.323242
	Iteration 1F: 3 clusters Score -1833122 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1834167.375000 Penalty: 4846.323242
	Iteration 2F: 3 clusters Score -1834167 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1835008.500000 Penalty: 4846.323242
	Iteration 3F: 3 clusters Score -1835008 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1835711.000000 Penalty: 4846.323242
	Iteration 4F: 3 clusters Score -1835711 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1836231.500000 Penalty: 4846.323242
	Iteration 5F: 3 clusters Score -1836232 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1836595.125000 Penalty: 4846.323242
	Iteration 6Q: 3 clusters Score -1836595 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1836865.625000 Penalty: 4846.323242
	Iteration 7Q: 3 clusters Score -1836866 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1837129.250000 Penalty: 4846.323242
	Iteration 8Q: 3 clusters Score -1837129 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1837338.500000 Penalty: 4846.323242
	Iteration 9Q: 3 clusters Score -1837338 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1837508.000000 Penalty: 4846.323242
	Iteration 10Q: 3 clusters Score -1837508 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1837640.750000 Penalty: 4846.323242
	Iteration 11Q: 3 clusters Score -1837641 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1837737.000000 Penalty: 4846.323242
	Iteration 12Q: 3 clusters Score -1837737 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1837783.375000 Penalty: 4846.323242
	Iteration 13Q: 3 clusters Score -1837783 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1837833.500000 Penalty: 4846.323242
	Iteration 14Q: 3 clusters Score -1837834 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1837869.000000 Penalty: 4846.323242
	Iteration 15Q: 3 clusters Score -1837869 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1837901.125000 Penalty: 4846.323242
	Iteration 16Q: 3 clusters Score -1837901 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1837927.125000 Penalty: 4846.323242
	Iteration 17Q: 3 clusters Score -1837927 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1837933.625000 Penalty: 4846.323242
	Iteration 18Q: 3 clusters Score -1837934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1837960.250000 Penalty: 4846.323242
	Iteration 19Q: 3 clusters Score -1837960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1837965.375000 Penalty: 4846.323242
	Iteration 20F: 3 clusters Score -1837965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1837967.125000 Penalty: 4846.323242
	Iteration 21Q: 3 clusters Score -1837967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1837970.000000 Penalty: 4846.323242
	Iteration 22Q: 3 clusters Score -1837970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1837977.250000 Penalty: 4846.323242
	Iteration 23Q: 3 clusters Score -1837977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1837985.625000 Penalty: 4846.323242
	Iteration 24Q: 3 clusters Score -1837986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1837985.250000 Penalty: 4846.323242
	Iteration 25Q: 3 clusters Score -1837985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1837991.250000 Penalty: 4846.323242
	Iteration 26Q: 3 clusters Score -1837991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1837999.750000 Penalty: 4846.323242
	Iteration 27Q: 3 clusters Score -1838000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1838004.625000 Penalty: 4846.323242
	Iteration 28Q: 3 clusters Score -1838005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1838009.250000 Penalty: 4846.323242
	Iteration 29Q: 3 clusters Score -1838009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1838009.875000 Penalty: 4846.323242
	Iteration 30Q: 3 clusters Score -1838010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1838009.500000 Penalty: 4846.323242
	Iteration 31Q: 3 clusters Score -1838010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1838011.250000 Penalty: 4846.323242
	Iteration 32Q: 3 clusters Score -1838011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1838012.875000 Penalty: 4846.323242
	Iteration 33Q: 3 clusters Score -1838013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1838013.625000 Penalty: 4846.323242
	Iteration 34Q: 3 clusters Score -1838014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1838013.750000 Penalty: 4846.323242
	Iteration 35Q: 3 clusters Score -1838014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1838020.875000 Penalty: 4846.323242
	Iteration 36Q: 3 clusters Score -1838021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1838015.250000 Penalty: 4846.323242
	Iteration 37Q: 3 clusters Score -1838015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1838014.750000 Penalty: 4846.323242
	Iteration 38Q: 3 clusters Score -1838015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1838018.750000 Penalty: 4846.323242
	Iteration 39Q: 3 clusters Score -1838019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1838019.000000 Penalty: 4846.323242
	Iteration 40F: 3 clusters Score -1838019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1838017.750000 Penalty: 4846.323242
	Iteration 41Q: 3 clusters Score -1838018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1838018.250000 Penalty: 4846.323242
	Iteration 42Q: 3 clusters Score -1838018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1838018.500000 Penalty: 4846.323242
	Iteration 43Q: 3 clusters Score -1838018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1838018.375000 Penalty: 4846.323242
	Iteration 44Q: 3 clusters Score -1838018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1838018.500000 Penalty: 4846.323242
	Iteration 45Q: 3 clusters Score -1838018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1838021.250000 Penalty: 4846.323242
	Iteration 46Q: 3 clusters Score -1838021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1838023.500000 Penalty: 4846.323242
	Iteration 47Q: 3 clusters Score -1838024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1838026.000000 Penalty: 4846.323242
	Iteration 48Q: 3 clusters Score -1838026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1838025.625000 Penalty: 4846.323242
	Iteration 49Q: 3 clusters Score -1838026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1838032.250000 Penalty: 4846.323242
	Iteration 50Q: 3 clusters Score -1838032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1838031.750000 Penalty: 4846.323242
	Iteration 51Q: 3 clusters Score -1838032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1838039.250000 Penalty: 4846.323242
	Iteration 52Q: 3 clusters Score -1838039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1838038.250000 Penalty: 4846.323242
	Iteration 53Q: 3 clusters Score -1838038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1838040.000000 Penalty: 4846.323242
	Iteration 54Q: 3 clusters Score -1838040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1838041.125000 Penalty: 4846.323242
	Iteration 55Q: 3 clusters Score -1838041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1838047.125000 Penalty: 4846.323242
	Iteration 56Q: 3 clusters Score -1838047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1838042.125000 Penalty: 4846.323242
	Iteration 57Q: 3 clusters Score -1838042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1838042.000000 Penalty: 4846.323242
	Iteration 58Q: 3 clusters Score -1838042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1838042.250000 Penalty: 4846.323242
	Iteration 59Q: 3 clusters Score -1838042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1838044.250000 Penalty: 4846.323242
	Iteration 60F: 3 clusters Score -1838044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1838040.875000 Penalty: 4846.323242
	Iteration 61Q: 3 clusters Score -1838041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1838043.875000 Penalty: 4846.323242
	Iteration 62Q: 3 clusters Score -1838044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1838049.000000 Penalty: 4846.323242
	Iteration 63Q: 3 clusters Score -1838049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1838045.375000 Penalty: 4846.323242
	Iteration 64Q: 3 clusters Score -1838045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1838052.375000 Penalty: 4846.323242
	Iteration 65Q: 3 clusters Score -1838052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1838052.000000 Penalty: 4846.323242
	Iteration 66Q: 3 clusters Score -1838052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1838056.875000 Penalty: 4846.323242
	Iteration 67Q: 3 clusters Score -1838057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1838060.250000 Penalty: 4846.323242
	Iteration 68Q: 3 clusters Score -1838060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1838062.500000 Penalty: 4846.323242
	Iteration 69Q: 3 clusters Score -1838062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1838058.875000 Penalty: 4846.323242
	Iteration 70Q: 3 clusters Score -1838059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1838063.125000 Penalty: 4846.323242
	Iteration 71Q: 3 clusters Score -1838063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1838068.750000 Penalty: 4846.323242
	Iteration 72Q: 3 clusters Score -1838069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1838078.000000 Penalty: 4846.323242
	Iteration 73Q: 3 clusters Score -1838078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1838074.500000 Penalty: 4846.323242
	Iteration 74Q: 3 clusters Score -1838074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1838076.000000 Penalty: 4846.323242
	Iteration 75Q: 3 clusters Score -1838076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1838085.250000 Penalty: 4846.323242
	Iteration 76Q: 3 clusters Score -1838085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1838084.500000 Penalty: 4846.323242
	Iteration 77Q: 3 clusters Score -1838084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1838092.625000 Penalty: 4846.323242
	Iteration 78Q: 3 clusters Score -1838093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1838097.750000 Penalty: 4846.323242
	Iteration 79Q: 3 clusters Score -1838098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1838103.750000 Penalty: 4846.323242
	Iteration 80F: 3 clusters Score -1838104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1838100.875000 Penalty: 4846.323242
	Iteration 81Q: 3 clusters Score -1838101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1838101.375000 Penalty: 4846.323242
	Iteration 82Q: 3 clusters Score -1838101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1838100.625000 Penalty: 4846.323242
	Iteration 83Q: 3 clusters Score -1838101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1838107.125000 Penalty: 4846.323242
	Iteration 84Q: 3 clusters Score -1838107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1838107.750000 Penalty: 4846.323242
	Iteration 85Q: 3 clusters Score -1838108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1838110.125000 Penalty: 4846.323242
	Iteration 86Q: 3 clusters Score -1838110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1838113.375000 Penalty: 4846.323242
	Iteration 87Q: 3 clusters Score -1838113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1838116.750000 Penalty: 4846.323242
	Iteration 88Q: 3 clusters Score -1838117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1838122.625000 Penalty: 4846.323242
	Iteration 89Q: 3 clusters Score -1838123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1838127.375000 Penalty: 4846.323242
	Iteration 90Q: 3 clusters Score -1838127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1838126.750000 Penalty: 4846.323242
	Iteration 91Q: 3 clusters Score -1838127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1838128.000000 Penalty: 4846.323242
	Iteration 92Q: 3 clusters Score -1838128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1838132.125000 Penalty: 4846.323242
	Iteration 93Q: 3 clusters Score -1838132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1838135.250000 Penalty: 4846.323242
	Iteration 94Q: 3 clusters Score -1838135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1838134.375000 Penalty: 4846.323242
	Iteration 95Q: 3 clusters Score -1838134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1838144.500000 Penalty: 4846.323242
	Iteration 96Q: 3 clusters Score -1838144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1838146.375000 Penalty: 4846.323242
	Iteration 97Q: 3 clusters Score -1838146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1838145.250000 Penalty: 4846.323242
	Iteration 98Q: 3 clusters Score -1838145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1838143.625000 Penalty: 4846.323242
	Iteration 99Q: 3 clusters Score -1838144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1838148.125000 Penalty: 4846.323242
	Iteration 100F: 3 clusters Score -1838148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1838147.125000 Penalty: 4846.323242
	Iteration 101Q: 3 clusters Score -1838147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1838146.250000 Penalty: 4846.323242
	Iteration 102Q: 3 clusters Score -1838146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1838145.500000 Penalty: 4846.323242
	Iteration 103Q: 3 clusters Score -1838146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1838144.250000 Penalty: 4846.323242
	Iteration 104Q: 3 clusters Score -1838144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1838151.375000 Penalty: 4846.323242
	Iteration 105Q: 3 clusters Score -1838151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1838153.750000 Penalty: 4846.323242
	Iteration 106Q: 3 clusters Score -1838154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1838155.250000 Penalty: 4846.323242
	Iteration 107Q: 3 clusters Score -1838155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1838151.750000 Penalty: 4846.323242
	Iteration 108Q: 3 clusters Score -1838152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1838154.250000 Penalty: 4846.323242
	Iteration 109Q: 3 clusters Score -1838154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1838157.375000 Penalty: 4846.323242
	Iteration 110Q: 3 clusters Score -1838157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1838154.250000 Penalty: 4846.323242
	Iteration 111Q: 3 clusters Score -1838154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1838160.875000 Penalty: 4846.323242
	Iteration 112Q: 3 clusters Score -1838161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1838159.500000 Penalty: 4846.323242
	Iteration 113Q: 3 clusters Score -1838160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1838160.125000 Penalty: 4846.323242
	Iteration 114Q: 3 clusters Score -1838160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1838158.500000 Penalty: 4846.323242
	Iteration 115Q: 3 clusters Score -1838158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1838158.500000 Penalty: 4846.323242
	Iteration 116Q: 3 clusters Score -1838158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1838163.375000 Penalty: 4846.323242
	Iteration 117Q: 3 clusters Score -1838163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1838165.375000 Penalty: 4846.323242
	Iteration 118Q: 3 clusters Score -1838165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1838166.875000 Penalty: 4846.323242
	Iteration 119Q: 3 clusters Score -1838167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1838160.250000 Penalty: 4846.323242
	Iteration 120F: 3 clusters Score -1838160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1838163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1838164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1838172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1838172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1838180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1838181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1838187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1838189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1838192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1838190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1838196 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1838200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1838197.625000 Penalty: 4846.323242
	Iteration 133Q: 3 clusters Score -1838198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1838200 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1838203.000000 Penalty: 4846.323242
	Iteration 135Q: 3 clusters Score -1838203 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1838211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1838214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1838223.000000 Penalty: 4846.323242
	Iteration 138Q: 3 clusters Score -1838223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1838226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1838230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1838231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1838239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1838246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1838252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1838267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1838277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1838303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1838320 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1838339 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1838365 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1838370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1838396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1838423 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1838447 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1838471 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1838507 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1838534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1838555 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1838586 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1838616.625000 Penalty: 4846.323242
	Iteration 160F: 3 clusters Score -1838617 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1838643 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1838670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1838689 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1838717 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14610 members 
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	Iteration 165Q: 3 clusters Score -1838748 nChanged 76
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Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1838780 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1838802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1838828 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1838850 nChanged 72
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Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1838881 nChanged 71
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Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1838907 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1838928 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1838942 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15137 members 
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	Iteration 174Q: 3 clusters Score -1838958 nChanged 45
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Mstep: Class 1 contains 2337 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1838976 nChanged 43
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Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15217 members 
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	Iteration 176Q: 3 clusters Score -1838987 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15243 members 
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	Iteration 177Q: 3 clusters Score -1838993 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1839000.625000 Penalty: 4846.323242
	Iteration 178Q: 3 clusters Score -1839001 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2225 members 
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Score: -1839008.625000 Penalty: 4846.323242
	Iteration 179Q: 3 clusters Score -1839009 nChanged 17
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Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1839011.750000 Penalty: 4846.323242
	Iteration 180F: 3 clusters Score -1839012 nChanged 13
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Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1839014.875000 Penalty: 4846.323242
	Iteration 181Q: 3 clusters Score -1839015 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1839019 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1839026.750000 Penalty: 4846.323242
	Iteration 183Q: 3 clusters Score -1839027 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15380 members 
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	Iteration 184Q: 3 clusters Score -1839034 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1839035 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1839041.125000 Penalty: 4846.323242
	Iteration 186Q: 3 clusters Score -1839041 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1839041 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1839045.875000 Penalty: 4846.323242
	Iteration 188Q: 3 clusters Score -1839046 nChanged 16
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Mstep: Class 1 contains 2049 members 
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Entering Unmasked Estep 
Score: -1839052.875000 Penalty: 4846.323242
	Iteration 189Q: 3 clusters Score -1839053 nChanged 11
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Mstep: Class 1 contains 2040 members 
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Score: -1839057.250000 Penalty: 4846.323242
	Iteration 190Q: 3 clusters Score -1839057 nChanged 10
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Mstep: Class 1 contains 2030 members 
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Entering Unmasked Estep 
Score: -1839061.250000 Penalty: 4846.323242
	Iteration 191Q: 3 clusters Score -1839061 nChanged 10
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Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1839063 nChanged 15
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1839063 nChanged 13
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Mstep: Class 1 contains 1994 members 
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	Iteration 194Q: 3 clusters Score -1839067 nChanged 12
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Mstep: Class 1 contains 1982 members 
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	Iteration 195Q: 3 clusters Score -1839067 nChanged 10
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Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1839068 nChanged 8
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Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15551 members 
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	Iteration 197Q: 3 clusters Score -1839073 nChanged 10
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Mstep: Class 1 contains 1954 members 
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	Iteration 198Q: 3 clusters Score -1839071 nChanged 8
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Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1839072 nChanged 10
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Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1839075 nChanged 12
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Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1839080 nChanged 7
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Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1839078 nChanged 7
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Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1839080 nChanged 4
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Mstep: Class 1 contains 1914 members 
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	Iteration 204Q: 3 clusters Score -1839079 nChanged 3
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Mstep: Class 1 contains 1913 members 
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Entering Unmasked Estep 
Score: -1839078.250000 Penalty: 4846.323242
	Iteration 205Q: 3 clusters Score -1839078 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1839082 nChanged 9
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Mstep: Class 1 contains 1901 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1839089 nChanged 8
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	Iteration 208Q: 3 clusters Score -1839088 nChanged 8
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	Iteration 209Q: 3 clusters Score -1839090 nChanged 7
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Mstep: Class 1 contains 1882 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1839089 nChanged 9
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Mstep: Class 1 contains 1875 members 
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Entering Unmasked Estep 
Score: -1839093.500000 Penalty: 4846.323242
	Iteration 211Q: 3 clusters Score -1839094 nChanged 5
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1839095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1839097.875000 Penalty: 4846.323242
	Iteration 213Q: 3 clusters Score -1839098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1839096.125000 Penalty: 4846.323242
	Iteration 214Q: 3 clusters Score -1839096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1839092.500000 Penalty: 4846.323242
	Iteration 215Q: 3 clusters Score -1839092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1839092.500000 Penalty: 4846.323242
	Iteration 216F: 3 clusters Score -1839092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Entering Unmasked Estep 
Score: -1561788.625000 Penalty: 2353.973389
	Iteration 0F: 2 clusters Score -1561789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1552023.625000 Penalty: 4707.946777
	Iteration 0F: 3 clusters Score -1552024 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1555349.750000 Penalty: 4707.946777
	Iteration 1F: 3 clusters Score -1555350 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1556278.000000 Penalty: 4707.946777
	Iteration 2F: 3 clusters Score -1556278 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1557197.625000 Penalty: 4707.946777
	Iteration 3F: 3 clusters Score -1557198 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1557996.875000 Penalty: 4707.946777
	Iteration 4F: 3 clusters Score -1557997 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1558684.250000 Penalty: 4707.946777
	Iteration 5F: 3 clusters Score -1558684 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1559139.875000 Penalty: 4707.946777
	Iteration 6F: 3 clusters Score -1559140 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1559506.500000 Penalty: 4707.946777
	Iteration 7Q: 3 clusters Score -1559506 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1559804.125000 Penalty: 4707.946777
	Iteration 8Q: 3 clusters Score -1559804 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1560059.375000 Penalty: 4707.946777
	Iteration 9Q: 3 clusters Score -1560059 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1560290.125000 Penalty: 4707.946777
	Iteration 10Q: 3 clusters Score -1560290 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1560485.250000 Penalty: 4707.946777
	Iteration 11Q: 3 clusters Score -1560485 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1560656.625000 Penalty: 4707.946777
	Iteration 12Q: 3 clusters Score -1560657 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1560811.500000 Penalty: 4707.946777
	Iteration 13Q: 3 clusters Score -1560812 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1560952.625000 Penalty: 4707.946777
	Iteration 14Q: 3 clusters Score -1560953 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1561048.750000 Penalty: 4707.946777
	Iteration 15Q: 3 clusters Score -1561049 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1561113.875000 Penalty: 4707.946777
	Iteration 16Q: 3 clusters Score -1561114 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1561164.250000 Penalty: 4707.946777
	Iteration 17Q: 3 clusters Score -1561164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1561198.750000 Penalty: 4707.946777
	Iteration 18Q: 3 clusters Score -1561199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1561228.500000 Penalty: 4707.946777
	Iteration 19Q: 3 clusters Score -1561228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1561231.250000 Penalty: 4707.946777
	Iteration 20F: 3 clusters Score -1561231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1561247.125000 Penalty: 4707.946777
	Iteration 21Q: 3 clusters Score -1561247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1561262.250000 Penalty: 4707.946777
	Iteration 22Q: 3 clusters Score -1561262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1561274.625000 Penalty: 4707.946777
	Iteration 23Q: 3 clusters Score -1561275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1561280.250000 Penalty: 4707.946777
	Iteration 24Q: 3 clusters Score -1561280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1561286.500000 Penalty: 4707.946777
	Iteration 25Q: 3 clusters Score -1561286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1561288.375000 Penalty: 4707.946777
	Iteration 26Q: 3 clusters Score -1561288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1561290.750000 Penalty: 4707.946777
	Iteration 27Q: 3 clusters Score -1561291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1561292.750000 Penalty: 4707.946777
	Iteration 28Q: 3 clusters Score -1561293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1561293.500000 Penalty: 4707.946777
	Iteration 29Q: 3 clusters Score -1561294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1561294.750000 Penalty: 4707.946777
	Iteration 30Q: 3 clusters Score -1561295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1561297.750000 Penalty: 4707.946777
	Iteration 31Q: 3 clusters Score -1561298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1561295.500000 Penalty: 4707.946777
	Iteration 32Q: 3 clusters Score -1561296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1561296.375000 Penalty: 4707.946777
	Iteration 33Q: 3 clusters Score -1561296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1561297.750000 Penalty: 4707.946777
	Iteration 34Q: 3 clusters Score -1561298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1561301.125000 Penalty: 4707.946777
	Iteration 35Q: 3 clusters Score -1561301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1561301.125000 Penalty: 4707.946777
	Iteration 36Q: 3 clusters Score -1561301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1561301.125000 Penalty: 4707.946777
	Iteration 37F: 3 clusters Score -1561301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -114150.281250 Penalty: 1670.473511
	Iteration 0F: 2 clusters Score -114150.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112385.312500 Penalty: 3340.947021
	Iteration 0F: 3 clusters Score -112385.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112969.812500 Penalty: 3340.947021
	Iteration 1F: 3 clusters Score -112969.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -113285.062500 Penalty: 3340.947021
	Iteration 2F: 3 clusters Score -113285.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113529.031250 Penalty: 3340.947021
	Iteration 3F: 3 clusters Score -113529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -113733.601562 Penalty: 3340.947021
	Iteration 4F: 3 clusters Score -113733.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -113953.273438 Penalty: 3340.947021
	Iteration 5F: 3 clusters Score -113953.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -114194.593750 Penalty: 3340.947021
	Iteration 6F: 3 clusters Score -114194.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114334.945312 Penalty: 3340.947021
	Iteration 7Q: 3 clusters Score -114334.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -114483.429688 Penalty: 3340.947021
	Iteration 8Q: 3 clusters Score -114483.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -114536.679688 Penalty: 3340.947021
	Iteration 9Q: 3 clusters Score -114536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -114547.062500 Penalty: 3340.947021
	Iteration 10Q: 3 clusters Score -114547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114548.429688 Penalty: 3340.947021
	Iteration 11Q: 3 clusters Score -114548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114548.429688 Penalty: 3340.947021
	Iteration 12F: 3 clusters Score -114548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 43743 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52343 members 
Mstep: Class 27 contains 25821 members 
Mstep: Class 28 contains 52974 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 41738 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25557 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8427 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5367 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11232 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 599 members 
Mstep: Class 75 contains 330 members 
Entering Unmasked Estep 
Score: -133758784.000000 Penalty: 260018.453125
Splitting cluster 22 changes total score from -133759728.000000 to -133758784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (43743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Entering Unmasked Estep 
Score: -5132813.500000 Penalty: 2650.149414
	Iteration 0F: 2 clusters Score -5132814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -5103275.000000 Penalty: 5300.298828
	Iteration 0F: 3 clusters Score -5103275 nChanged 19962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -5114195.000000 Penalty: 5300.298828
	Iteration 1F: 3 clusters Score -5114195 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5114750.000000 Penalty: 5300.298828
	Iteration 2Q: 3 clusters Score -5114750 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -5115450.000000 Penalty: 5300.298828
	Iteration 3Q: 3 clusters Score -5115450 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5116191.000000 Penalty: 5300.298828
	Iteration 4Q: 3 clusters Score -5116191 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -5117123.500000 Penalty: 5300.298828
	Iteration 5Q: 3 clusters Score -5117124 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -5118316.500000 Penalty: 5300.298828
	Iteration 6F: 3 clusters Score -5118316 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -5119812.000000 Penalty: 5300.298828
	Iteration 7F: 3 clusters Score -5119812 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -5121693.500000 Penalty: 5300.298828
	Iteration 8F: 3 clusters Score -5121694 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5123926.500000 Penalty: 5300.298828
	Iteration 9F: 3 clusters Score -5123926 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -5125733.000000 Penalty: 5300.298828
	Iteration 10F: 3 clusters Score -5125733 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -5126793.000000 Penalty: 5300.298828
	Iteration 11Q: 3 clusters Score -5126793 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -5127277.500000 Penalty: 5300.298828
	Iteration 12Q: 3 clusters Score -5127278 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -5127523.000000 Penalty: 5300.298828
	Iteration 13Q: 3 clusters Score -5127523 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -5127735.500000 Penalty: 5300.298828
	Iteration 14Q: 3 clusters Score -5127736 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -5127858.000000 Penalty: 5300.298828
	Iteration 15Q: 3 clusters Score -5127858 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -5127965.500000 Penalty: 5300.298828
	Iteration 16Q: 3 clusters Score -5127966 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -5128104.000000 Penalty: 5300.298828
	Iteration 17Q: 3 clusters Score -5128104 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -5128247.500000 Penalty: 5300.298828
	Iteration 18Q: 3 clusters Score -5128248 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -5128378.000000 Penalty: 5300.298828
	Iteration 19Q: 3 clusters Score -5128378 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -5128531.000000 Penalty: 5300.298828
	Iteration 20F: 3 clusters Score -5128531 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5128690.500000 Penalty: 5300.298828
	Iteration 21Q: 3 clusters Score -5128690 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -5128839.000000 Penalty: 5300.298828
	Iteration 22Q: 3 clusters Score -5128839 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -5129066.500000 Penalty: 5300.298828
	Iteration 23Q: 3 clusters Score -5129066 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -5129254.000000 Penalty: 5300.298828
	Iteration 24Q: 3 clusters Score -5129254 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -5129496.000000 Penalty: 5300.298828
	Iteration 25Q: 3 clusters Score -5129496 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -5129751.500000 Penalty: 5300.298828
	Iteration 26Q: 3 clusters Score -5129752 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5129976.000000 Penalty: 5300.298828
	Iteration 27Q: 3 clusters Score -5129976 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -5130145.500000 Penalty: 5300.298828
	Iteration 28Q: 3 clusters Score -5130146 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -5130311.500000 Penalty: 5300.298828
	Iteration 29Q: 3 clusters Score -5130312 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5130421.500000 Penalty: 5300.298828
	Iteration 30Q: 3 clusters Score -5130422 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -5130503.500000 Penalty: 5300.298828
	Iteration 31Q: 3 clusters Score -5130504 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -5130576.000000 Penalty: 5300.298828
	Iteration 32Q: 3 clusters Score -5130576 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -5130627.000000 Penalty: 5300.298828
	Iteration 33Q: 3 clusters Score -5130627 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -5130655.000000 Penalty: 5300.298828
	Iteration 34Q: 3 clusters Score -5130655 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -5130717.000000 Penalty: 5300.298828
	Iteration 35Q: 3 clusters Score -5130717 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5130746.000000 Penalty: 5300.298828
	Iteration 36Q: 3 clusters Score -5130746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5130755.500000 Penalty: 5300.298828
	Iteration 37Q: 3 clusters Score -5130756 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -5130782.000000 Penalty: 5300.298828
	Iteration 38Q: 3 clusters Score -5130782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -5130798.000000 Penalty: 5300.298828
	Iteration 39Q: 3 clusters Score -5130798 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -5130810.500000 Penalty: 5300.298828
	Iteration 40F: 3 clusters Score -5130810 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5130809.000000 Penalty: 5300.298828
	Iteration 41Q: 3 clusters Score -5130809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -5130823.000000 Penalty: 5300.298828
	Iteration 42Q: 3 clusters Score -5130823 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -5130842.000000 Penalty: 5300.298828
	Iteration 43Q: 3 clusters Score -5130842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -5130852.500000 Penalty: 5300.298828
	Iteration 44Q: 3 clusters Score -5130852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5130867.000000 Penalty: 5300.298828
	Iteration 45Q: 3 clusters Score -5130867 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5130887.500000 Penalty: 5300.298828
	Iteration 46Q: 3 clusters Score -5130888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -5130886.000000 Penalty: 5300.298828
	Iteration 47Q: 3 clusters Score -5130886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -5130902.000000 Penalty: 5300.298828
	Iteration 48Q: 3 clusters Score -5130902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5130926.500000 Penalty: 5300.298828
	Iteration 49Q: 3 clusters Score -5130926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -5130922.000000 Penalty: 5300.298828
	Iteration 50Q: 3 clusters Score -5130922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5130962.500000 Penalty: 5300.298828
	Iteration 51Q: 3 clusters Score -5130962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -5130967.000000 Penalty: 5300.298828
	Iteration 52Q: 3 clusters Score -5130967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -5130978.500000 Penalty: 5300.298828
	Iteration 53Q: 3 clusters Score -5130978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -5130993.500000 Penalty: 5300.298828
	Iteration 54Q: 3 clusters Score -5130994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5130990.500000 Penalty: 5300.298828
	Iteration 55Q: 3 clusters Score -5130990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -5131008.000000 Penalty: 5300.298828
	Iteration 56Q: 3 clusters Score -5131008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -5130998.000000 Penalty: 5300.298828
	Iteration 57Q: 3 clusters Score -5130998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5131000.000000 Penalty: 5300.298828
	Iteration 58Q: 3 clusters Score -5131000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -5131002.500000 Penalty: 5300.298828
	Iteration 59Q: 3 clusters Score -5131002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5131015.000000 Penalty: 5300.298828
	Iteration 60F: 3 clusters Score -5131015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5131013.500000 Penalty: 5300.298828
	Iteration 61Q: 3 clusters Score -5131014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5131009.000000 Penalty: 5300.298828
	Iteration 62Q: 3 clusters Score -5131009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5131013.000000 Penalty: 5300.298828
	Iteration 63Q: 3 clusters Score -5131013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5131012.000000 Penalty: 5300.298828
	Iteration 64Q: 3 clusters Score -5131012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -5131012.000000 Penalty: 5300.298828
	Iteration 65Q: 3 clusters Score -5131012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -5131014.000000 Penalty: 5300.298828
	Iteration 66Q: 3 clusters Score -5131014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -5131015.000000 Penalty: 5300.298828
	Iteration 67Q: 3 clusters Score -5131015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -5131014.500000 Penalty: 5300.298828
	Iteration 68Q: 3 clusters Score -5131014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5131027.000000 Penalty: 5300.298828
	Iteration 69Q: 3 clusters Score -5131027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -5131032.500000 Penalty: 5300.298828
	Iteration 70Q: 3 clusters Score -5131032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -5131033.500000 Penalty: 5300.298828
	Iteration 71Q: 3 clusters Score -5131034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -5131039.000000 Penalty: 5300.298828
	Iteration 72Q: 3 clusters Score -5131039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5131036.000000 Penalty: 5300.298828
	Iteration 73Q: 3 clusters Score -5131036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5131035.000000 Penalty: 5300.298828
	Iteration 74Q: 3 clusters Score -5131035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -5131041.000000 Penalty: 5300.298828
	Iteration 75Q: 3 clusters Score -5131041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -5131041.000000 Penalty: 5300.298828
	Iteration 76F: 3 clusters Score -5131041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Entering Unmasked Estep 
Score: -673111.437500 Penalty: 2150.223877
	Iteration 0F: 2 clusters Score -673111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -668155.750000 Penalty: 4300.447754
	Iteration 0F: 3 clusters Score -668155.8 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -669326.937500 Penalty: 4300.447754
	Iteration 1F: 3 clusters Score -669326.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -669542.750000 Penalty: 4300.447754
	Iteration 2F: 3 clusters Score -669542.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -669700.375000 Penalty: 4300.447754
	Iteration 3Q: 3 clusters Score -669700.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -669883.062500 Penalty: 4300.447754
	Iteration 4Q: 3 clusters Score -669883.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -670099.250000 Penalty: 4300.447754
	Iteration 5F: 3 clusters Score -670099.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -670345.375000 Penalty: 4300.447754
	Iteration 6F: 3 clusters Score -670345.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -670613.875000 Penalty: 4300.447754
	Iteration 7F: 3 clusters Score -670613.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -670872.312500 Penalty: 4300.447754
	Iteration 8Q: 3 clusters Score -670872.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -671118.437500 Penalty: 4300.447754
	Iteration 9Q: 3 clusters Score -671118.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -671311.375000 Penalty: 4300.447754
	Iteration 10Q: 3 clusters Score -671311.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -671491.562500 Penalty: 4300.447754
	Iteration 11Q: 3 clusters Score -671491.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -671618.250000 Penalty: 4300.447754
	Iteration 12Q: 3 clusters Score -671618.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -671735.812500 Penalty: 4300.447754
	Iteration 13Q: 3 clusters Score -671735.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -671840.125000 Penalty: 4300.447754
	Iteration 14Q: 3 clusters Score -671840.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -671908.625000 Penalty: 4300.447754
	Iteration 15Q: 3 clusters Score -671908.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -671955.812500 Penalty: 4300.447754
	Iteration 16Q: 3 clusters Score -671955.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -672009.312500 Penalty: 4300.447754
	Iteration 17Q: 3 clusters Score -672009.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -672052.875000 Penalty: 4300.447754
	Iteration 18Q: 3 clusters Score -672052.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -672084.437500 Penalty: 4300.447754
	Iteration 19Q: 3 clusters Score -672084.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -672114.625000 Penalty: 4300.447754
	Iteration 20F: 3 clusters Score -672114.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -672143.062500 Penalty: 4300.447754
	Iteration 21Q: 3 clusters Score -672143.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -672162.500000 Penalty: 4300.447754
	Iteration 22Q: 3 clusters Score -672162.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -672176.625000 Penalty: 4300.447754
	Iteration 23Q: 3 clusters Score -672176.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -672190.312500 Penalty: 4300.447754
	Iteration 24Q: 3 clusters Score -672190.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -672202.437500 Penalty: 4300.447754
	Iteration 25Q: 3 clusters Score -672202.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -672220.375000 Penalty: 4300.447754
	Iteration 26Q: 3 clusters Score -672220.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -672229.437500 Penalty: 4300.447754
	Iteration 27Q: 3 clusters Score -672229.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -672236.562500 Penalty: 4300.447754
	Iteration 28Q: 3 clusters Score -672236.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -672239.375000 Penalty: 4300.447754
	Iteration 29Q: 3 clusters Score -672239.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -672244.437500 Penalty: 4300.447754
	Iteration 30Q: 3 clusters Score -672244.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -672249.812500 Penalty: 4300.447754
	Iteration 31Q: 3 clusters Score -672249.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -672253.812500 Penalty: 4300.447754
	Iteration 32Q: 3 clusters Score -672253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -672255.562500 Penalty: 4300.447754
	Iteration 33Q: 3 clusters Score -672255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -672257.812500 Penalty: 4300.447754
	Iteration 34Q: 3 clusters Score -672257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -672257.187500 Penalty: 4300.447754
	Iteration 35Q: 3 clusters Score -672257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -672257.875000 Penalty: 4300.447754
	Iteration 36Q: 3 clusters Score -672257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -672258.250000 Penalty: 4300.447754
	Iteration 37Q: 3 clusters Score -672258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -672259.562500 Penalty: 4300.447754
	Iteration 38Q: 3 clusters Score -672259.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -672259.562500 Penalty: 4300.447754
	Iteration 39F: 3 clusters Score -672259.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Entering Unmasked Estep 
Score: -1332877.750000 Penalty: 2319.536133
	Iteration 0F: 2 clusters Score -1332878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1324319.500000 Penalty: 4639.072266
	Iteration 0F: 3 clusters Score -1324320 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1327034.375000 Penalty: 4639.072266
	Iteration 1F: 3 clusters Score -1327034 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1327561.125000 Penalty: 4639.072266
	Iteration 2F: 3 clusters Score -1327561 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1328155.000000 Penalty: 4639.072266
	Iteration 3F: 3 clusters Score -1328155 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1328812.625000 Penalty: 4639.072266
	Iteration 4F: 3 clusters Score -1328813 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1329467.750000 Penalty: 4639.072266
	Iteration 5F: 3 clusters Score -1329468 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1330054.125000 Penalty: 4639.072266
	Iteration 6F: 3 clusters Score -1330054 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1330523.250000 Penalty: 4639.072266
	Iteration 7F: 3 clusters Score -1330523 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1330938.125000 Penalty: 4639.072266
	Iteration 8Q: 3 clusters Score -1330938 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1331389.500000 Penalty: 4639.072266
	Iteration 9Q: 3 clusters Score -1331390 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1331887.250000 Penalty: 4639.072266
	Iteration 10Q: 3 clusters Score -1331887 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1332400.000000 Penalty: 4639.072266
	Iteration 11Q: 3 clusters Score -1332400 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1332838.750000 Penalty: 4639.072266
	Iteration 12Q: 3 clusters Score -1332839 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1333079.000000 Penalty: 4639.072266
	Iteration 13Q: 3 clusters Score -1333079 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1333212.125000 Penalty: 4639.072266
	Iteration 14Q: 3 clusters Score -1333212 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1333286.375000 Penalty: 4639.072266
	Iteration 15Q: 3 clusters Score -1333286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1333330.875000 Penalty: 4639.072266
	Iteration 16Q: 3 clusters Score -1333331 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1333370.000000 Penalty: 4639.072266
	Iteration 17Q: 3 clusters Score -1333370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1333395.000000 Penalty: 4639.072266
	Iteration 18Q: 3 clusters Score -1333395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1333419.875000 Penalty: 4639.072266
	Iteration 19Q: 3 clusters Score -1333420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1333440.875000 Penalty: 4639.072266
	Iteration 20F: 3 clusters Score -1333441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1333456.125000 Penalty: 4639.072266
	Iteration 21Q: 3 clusters Score -1333456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1333470.375000 Penalty: 4639.072266
	Iteration 22Q: 3 clusters Score -1333470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1333481.625000 Penalty: 4639.072266
	Iteration 23Q: 3 clusters Score -1333482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1333492.250000 Penalty: 4639.072266
	Iteration 24Q: 3 clusters Score -1333492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1333499.625000 Penalty: 4639.072266
	Iteration 25Q: 3 clusters Score -1333500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1333508.750000 Penalty: 4639.072266
	Iteration 26Q: 3 clusters Score -1333509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1333514.125000 Penalty: 4639.072266
	Iteration 27Q: 3 clusters Score -1333514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1333521.375000 Penalty: 4639.072266
	Iteration 28Q: 3 clusters Score -1333521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1333528.750000 Penalty: 4639.072266
	Iteration 29Q: 3 clusters Score -1333529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1333529.250000 Penalty: 4639.072266
	Iteration 30Q: 3 clusters Score -1333529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1333534.875000 Penalty: 4639.072266
	Iteration 31Q: 3 clusters Score -1333535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1333534.500000 Penalty: 4639.072266
	Iteration 32Q: 3 clusters Score -1333534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1333537.625000 Penalty: 4639.072266
	Iteration 33Q: 3 clusters Score -1333538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1333539.625000 Penalty: 4639.072266
	Iteration 34Q: 3 clusters Score -1333540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1333542.375000 Penalty: 4639.072266
	Iteration 35Q: 3 clusters Score -1333542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1333543.875000 Penalty: 4639.072266
	Iteration 36Q: 3 clusters Score -1333544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1333549.000000 Penalty: 4639.072266
	Iteration 37Q: 3 clusters Score -1333549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1333549.000000 Penalty: 4639.072266
	Iteration 38Q: 3 clusters Score -1333549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1333551.625000 Penalty: 4639.072266
	Iteration 39Q: 3 clusters Score -1333552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1333552.125000 Penalty: 4639.072266
	Iteration 40F: 3 clusters Score -1333552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1333549.000000 Penalty: 4639.072266
	Iteration 41Q: 3 clusters Score -1333549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1333550.625000 Penalty: 4639.072266
	Iteration 42Q: 3 clusters Score -1333551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1333551.750000 Penalty: 4639.072266
	Iteration 43Q: 3 clusters Score -1333552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1333552.250000 Penalty: 4639.072266
	Iteration 44Q: 3 clusters Score -1333552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1333553.375000 Penalty: 4639.072266
	Iteration 45Q: 3 clusters Score -1333553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1333555.750000 Penalty: 4639.072266
	Iteration 46Q: 3 clusters Score -1333556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1333552.625000 Penalty: 4639.072266
	Iteration 47Q: 3 clusters Score -1333553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1333556.250000 Penalty: 4639.072266
	Iteration 48Q: 3 clusters Score -1333556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1333561.125000 Penalty: 4639.072266
	Iteration 49Q: 3 clusters Score -1333561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1333561.125000 Penalty: 4639.072266
	Iteration 50Q: 3 clusters Score -1333561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1333557.875000 Penalty: 4639.072266
	Iteration 51Q: 3 clusters Score -1333558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1333560.000000 Penalty: 4639.072266
	Iteration 52Q: 3 clusters Score -1333560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1333562.125000 Penalty: 4639.072266
	Iteration 53Q: 3 clusters Score -1333562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1333560.125000 Penalty: 4639.072266
	Iteration 54Q: 3 clusters Score -1333560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1333566.125000 Penalty: 4639.072266
	Iteration 55Q: 3 clusters Score -1333566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1333564.875000 Penalty: 4639.072266
	Iteration 56Q: 3 clusters Score -1333565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1333561.875000 Penalty: 4639.072266
	Iteration 57Q: 3 clusters Score -1333562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1333565.875000 Penalty: 4639.072266
	Iteration 58Q: 3 clusters Score -1333566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1333566.375000 Penalty: 4639.072266
	Iteration 59Q: 3 clusters Score -1333566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1333567.125000 Penalty: 4639.072266
	Iteration 60F: 3 clusters Score -1333567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1333568.375000 Penalty: 4639.072266
	Iteration 61Q: 3 clusters Score -1333568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1333568.625000 Penalty: 4639.072266
	Iteration 62Q: 3 clusters Score -1333569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1333569.375000 Penalty: 4639.072266
	Iteration 63Q: 3 clusters Score -1333569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1333567.750000 Penalty: 4639.072266
	Iteration 64Q: 3 clusters Score -1333568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1333567.750000 Penalty: 4639.072266
	Iteration 65F: 3 clusters Score -1333568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43743 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 52343 members 
Mstep: Class 27 contains 25821 members 
Mstep: Class 28 contains 52974 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 41738 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25557 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8427 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5367 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11232 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 599 members 
Mstep: Class 75 contains 6524 members 
Entering Unmasked Estep 
Score: -133759288.000000 Penalty: 260018.453125
Splitting cluster 25 changes total score from -133759728.000000 to -133759288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (52343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Entering Unmasked Estep 
Score: -5617922.000000 Penalty: 2694.662354
	Iteration 0F: 2 clusters Score -5617922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -5582698.000000 Penalty: 5389.324707
	Iteration 0F: 3 clusters Score -5582698 nChanged 24186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5597013.500000 Penalty: 5389.324707
	Iteration 1F: 3 clusters Score -5597014 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -5598168.000000 Penalty: 5389.324707
	Iteration 2F: 3 clusters Score -5598168 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -5599536.500000 Penalty: 5389.324707
	Iteration 3F: 3 clusters Score -5599536 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -5601131.000000 Penalty: 5389.324707
	Iteration 4F: 3 clusters Score -5601131 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5603072.000000 Penalty: 5389.324707
	Iteration 5F: 3 clusters Score -5603072 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -5605068.500000 Penalty: 5389.324707
	Iteration 6F: 3 clusters Score -5605068 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -5607190.000000 Penalty: 5389.324707
	Iteration 7F: 3 clusters Score -5607190 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -5608901.000000 Penalty: 5389.324707
	Iteration 8F: 3 clusters Score -5608901 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -5609952.000000 Penalty: 5389.324707
	Iteration 9Q: 3 clusters Score -5609952 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -5610575.500000 Penalty: 5389.324707
	Iteration 10Q: 3 clusters Score -5610576 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -5610912.500000 Penalty: 5389.324707
	Iteration 11Q: 3 clusters Score -5610912 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -5611134.000000 Penalty: 5389.324707
	Iteration 12Q: 3 clusters Score -5611134 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -5611321.500000 Penalty: 5389.324707
	Iteration 13Q: 3 clusters Score -5611322 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5611464.000000 Penalty: 5389.324707
	Iteration 14Q: 3 clusters Score -5611464 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -5611594.000000 Penalty: 5389.324707
	Iteration 15Q: 3 clusters Score -5611594 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -5611714.500000 Penalty: 5389.324707
	Iteration 16Q: 3 clusters Score -5611714 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5611873.500000 Penalty: 5389.324707
	Iteration 17Q: 3 clusters Score -5611874 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5612021.500000 Penalty: 5389.324707
	Iteration 18Q: 3 clusters Score -5612022 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5612198.000000 Penalty: 5389.324707
	Iteration 19Q: 3 clusters Score -5612198 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5612354.000000 Penalty: 5389.324707
	Iteration 20F: 3 clusters Score -5612354 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5612511.000000 Penalty: 5389.324707
	Iteration 21Q: 3 clusters Score -5612511 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5612699.000000 Penalty: 5389.324707
	Iteration 22Q: 3 clusters Score -5612699 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -5612859.000000 Penalty: 5389.324707
	Iteration 23Q: 3 clusters Score -5612859 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -5613030.500000 Penalty: 5389.324707
	Iteration 24Q: 3 clusters Score -5613030 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -5613207.500000 Penalty: 5389.324707
	Iteration 25Q: 3 clusters Score -5613208 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -5613430.000000 Penalty: 5389.324707
	Iteration 26Q: 3 clusters Score -5613430 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -5613645.000000 Penalty: 5389.324707
	Iteration 27Q: 3 clusters Score -5613645 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -5613874.000000 Penalty: 5389.324707
	Iteration 28Q: 3 clusters Score -5613874 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -5614100.500000 Penalty: 5389.324707
	Iteration 29Q: 3 clusters Score -5614100 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -5614346.000000 Penalty: 5389.324707
	Iteration 30Q: 3 clusters Score -5614346 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -5614559.500000 Penalty: 5389.324707
	Iteration 31Q: 3 clusters Score -5614560 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -5614752.500000 Penalty: 5389.324707
	Iteration 32Q: 3 clusters Score -5614752 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -5614902.000000 Penalty: 5389.324707
	Iteration 33Q: 3 clusters Score -5614902 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -5615045.000000 Penalty: 5389.324707
	Iteration 34Q: 3 clusters Score -5615045 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -5615174.500000 Penalty: 5389.324707
	Iteration 35Q: 3 clusters Score -5615174 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -5615264.500000 Penalty: 5389.324707
	Iteration 36Q: 3 clusters Score -5615264 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -5615345.500000 Penalty: 5389.324707
	Iteration 37Q: 3 clusters Score -5615346 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -5615411.000000 Penalty: 5389.324707
	Iteration 38Q: 3 clusters Score -5615411 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -5615486.000000 Penalty: 5389.324707
	Iteration 39Q: 3 clusters Score -5615486 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -5615545.000000 Penalty: 5389.324707
	Iteration 40F: 3 clusters Score -5615545 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -5615603.000000 Penalty: 5389.324707
	Iteration 41Q: 3 clusters Score -5615603 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -5615638.500000 Penalty: 5389.324707
	Iteration 42Q: 3 clusters Score -5615638 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -5615681.000000 Penalty: 5389.324707
	Iteration 43Q: 3 clusters Score -5615681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -5615715.000000 Penalty: 5389.324707
	Iteration 44Q: 3 clusters Score -5615715 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -5615738.500000 Penalty: 5389.324707
	Iteration 45Q: 3 clusters Score -5615738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -5615756.000000 Penalty: 5389.324707
	Iteration 46Q: 3 clusters Score -5615756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -5615769.000000 Penalty: 5389.324707
	Iteration 47Q: 3 clusters Score -5615769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -5615786.500000 Penalty: 5389.324707
	Iteration 48Q: 3 clusters Score -5615786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -5615798.000000 Penalty: 5389.324707
	Iteration 49Q: 3 clusters Score -5615798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -5615804.500000 Penalty: 5389.324707
	Iteration 50Q: 3 clusters Score -5615804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -5615827.000000 Penalty: 5389.324707
	Iteration 51Q: 3 clusters Score -5615827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -5615833.000000 Penalty: 5389.324707
	Iteration 52Q: 3 clusters Score -5615833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -5615852.500000 Penalty: 5389.324707
	Iteration 53Q: 3 clusters Score -5615852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -5615862.000000 Penalty: 5389.324707
	Iteration 54Q: 3 clusters Score -5615862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -5615887.500000 Penalty: 5389.324707
	Iteration 55Q: 3 clusters Score -5615888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -5615949.000000 Penalty: 5389.324707
	Iteration 56Q: 3 clusters Score -5615949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -5616004.500000 Penalty: 5389.324707
	Iteration 57Q: 3 clusters Score -5616004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -5616031.500000 Penalty: 5389.324707
	Iteration 58Q: 3 clusters Score -5616032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -5616059.000000 Penalty: 5389.324707
	Iteration 59Q: 3 clusters Score -5616059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -5616078.500000 Penalty: 5389.324707
	Iteration 60F: 3 clusters Score -5616078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -5616090.000000 Penalty: 5389.324707
	Iteration 61Q: 3 clusters Score -5616090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -5616093.000000 Penalty: 5389.324707
	Iteration 62Q: 3 clusters Score -5616093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -5616107.000000 Penalty: 5389.324707
	Iteration 63Q: 3 clusters Score -5616107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -5616116.000000 Penalty: 5389.324707
	Iteration 64Q: 3 clusters Score -5616116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -5616126.500000 Penalty: 5389.324707
	Iteration 65Q: 3 clusters Score -5616126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -5616124.500000 Penalty: 5389.324707
	Iteration 66Q: 3 clusters Score -5616124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -5616121.000000 Penalty: 5389.324707
	Iteration 67Q: 3 clusters Score -5616121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -5616118.000000 Penalty: 5389.324707
	Iteration 68Q: 3 clusters Score -5616118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -5616123.500000 Penalty: 5389.324707
	Iteration 69Q: 3 clusters Score -5616124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -5616128.500000 Penalty: 5389.324707
	Iteration 70Q: 3 clusters Score -5616128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -5616123.500000 Penalty: 5389.324707
	Iteration 71Q: 3 clusters Score -5616124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -5616130.500000 Penalty: 5389.324707
	Iteration 72Q: 3 clusters Score -5616130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -5616126.000000 Penalty: 5389.324707
	Iteration 73Q: 3 clusters Score -5616126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -5616127.000000 Penalty: 5389.324707
	Iteration 74Q: 3 clusters Score -5616127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -5616127.500000 Penalty: 5389.324707
	Iteration 75Q: 3 clusters Score -5616128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -5616129.500000 Penalty: 5389.324707
	Iteration 76Q: 3 clusters Score -5616130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -5616135.000000 Penalty: 5389.324707
	Iteration 77Q: 3 clusters Score -5616135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -5616132.000000 Penalty: 5389.324707
	Iteration 78Q: 3 clusters Score -5616132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -5616132.000000 Penalty: 5389.324707
	Iteration 79F: 3 clusters Score -5616132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Entering Unmasked Estep 
Score: -3019422.750000 Penalty: 2519.417969
	Iteration 0F: 2 clusters Score -3019423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3001663.250000 Penalty: 5038.835938
	Iteration 0F: 3 clusters Score -3001663 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3007826.500000 Penalty: 5038.835938
	Iteration 1F: 3 clusters Score -3007826 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3008214.250000 Penalty: 5038.835938
	Iteration 2Q: 3 clusters Score -3008214 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3008534.750000 Penalty: 5038.835938
	Iteration 3Q: 3 clusters Score -3008535 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3008884.500000 Penalty: 5038.835938
	Iteration 4Q: 3 clusters Score -3008884 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3009235.000000 Penalty: 5038.835938
	Iteration 5Q: 3 clusters Score -3009235 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3009674.250000 Penalty: 5038.835938
	Iteration 6Q: 3 clusters Score -3009674 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3010233.500000 Penalty: 5038.835938
	Iteration 7Q: 3 clusters Score -3010234 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3011042.750000 Penalty: 5038.835938
	Iteration 8F: 3 clusters Score -3011043 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3012112.500000 Penalty: 5038.835938
	Iteration 9F: 3 clusters Score -3012112 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3013362.000000 Penalty: 5038.835938
	Iteration 10F: 3 clusters Score -3013362 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3014588.750000 Penalty: 5038.835938
	Iteration 11F: 3 clusters Score -3014589 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3015504.000000 Penalty: 5038.835938
	Iteration 12Q: 3 clusters Score -3015504 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3016178.500000 Penalty: 5038.835938
	Iteration 13Q: 3 clusters Score -3016178 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3016588.000000 Penalty: 5038.835938
	Iteration 14Q: 3 clusters Score -3016588 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3016841.500000 Penalty: 5038.835938
	Iteration 15Q: 3 clusters Score -3016842 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3017004.000000 Penalty: 5038.835938
	Iteration 16Q: 3 clusters Score -3017004 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3017096.000000 Penalty: 5038.835938
	Iteration 17Q: 3 clusters Score -3017096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3017144.750000 Penalty: 5038.835938
	Iteration 18Q: 3 clusters Score -3017145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3017212.000000 Penalty: 5038.835938
	Iteration 19Q: 3 clusters Score -3017212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3017253.500000 Penalty: 5038.835938
	Iteration 20F: 3 clusters Score -3017254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3017281.250000 Penalty: 5038.835938
	Iteration 21Q: 3 clusters Score -3017281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3017306.250000 Penalty: 5038.835938
	Iteration 22Q: 3 clusters Score -3017306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3017317.750000 Penalty: 5038.835938
	Iteration 23Q: 3 clusters Score -3017318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3017328.250000 Penalty: 5038.835938
	Iteration 24Q: 3 clusters Score -3017328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3017328.500000 Penalty: 5038.835938
	Iteration 25Q: 3 clusters Score -3017328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3017337.500000 Penalty: 5038.835938
	Iteration 26Q: 3 clusters Score -3017338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3017343.250000 Penalty: 5038.835938
	Iteration 27Q: 3 clusters Score -3017343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3017351.000000 Penalty: 5038.835938
	Iteration 28Q: 3 clusters Score -3017351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3017354.750000 Penalty: 5038.835938
	Iteration 29Q: 3 clusters Score -3017355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3017352.750000 Penalty: 5038.835938
	Iteration 30Q: 3 clusters Score -3017353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3017350.500000 Penalty: 5038.835938
	Iteration 31Q: 3 clusters Score -3017350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3017350.500000 Penalty: 5038.835938
	Iteration 32F: 3 clusters Score -3017350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Entering Unmasked Estep 
Score: -6417418.500000 Penalty: 2697.634033
	Iteration 0F: 2 clusters Score -6417418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -6381631.000000 Penalty: 5395.268066
	Iteration 0F: 3 clusters Score -6381631 nChanged 24594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -6395254.500000 Penalty: 5395.268066
	Iteration 1F: 3 clusters Score -6395254 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -6395779.500000 Penalty: 5395.268066
	Iteration 2Q: 3 clusters Score -6395780 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -6396236.000000 Penalty: 5395.268066
	Iteration 3Q: 3 clusters Score -6396236 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -6396620.500000 Penalty: 5395.268066
	Iteration 4Q: 3 clusters Score -6396620 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -6397096.000000 Penalty: 5395.268066
	Iteration 5Q: 3 clusters Score -6397096 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -6397672.000000 Penalty: 5395.268066
	Iteration 6Q: 3 clusters Score -6397672 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -6398341.500000 Penalty: 5395.268066
	Iteration 7Q: 3 clusters Score -6398342 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -6399244.500000 Penalty: 5395.268066
	Iteration 8Q: 3 clusters Score -6399244 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -6400581.500000 Penalty: 5395.268066
	Iteration 9F: 3 clusters Score -6400582 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -6402633.500000 Penalty: 5395.268066
	Iteration 10F: 3 clusters Score -6402634 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -6405379.500000 Penalty: 5395.268066
	Iteration 11F: 3 clusters Score -6405380 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -6408452.500000 Penalty: 5395.268066
	Iteration 12F: 3 clusters Score -6408452 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -6411239.500000 Penalty: 5395.268066
	Iteration 13F: 3 clusters Score -6411240 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -6413005.500000 Penalty: 5395.268066
	Iteration 14Q: 3 clusters Score -6413006 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6413947.000000 Penalty: 5395.268066
	Iteration 15Q: 3 clusters Score -6413947 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6414484.500000 Penalty: 5395.268066
	Iteration 16Q: 3 clusters Score -6414484 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6414849.500000 Penalty: 5395.268066
	Iteration 17Q: 3 clusters Score -6414850 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6415042.500000 Penalty: 5395.268066
	Iteration 18Q: 3 clusters Score -6415042 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6415171.500000 Penalty: 5395.268066
	Iteration 19Q: 3 clusters Score -6415172 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6415279.500000 Penalty: 5395.268066
	Iteration 20F: 3 clusters Score -6415280 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6415331.000000 Penalty: 5395.268066
	Iteration 21Q: 3 clusters Score -6415331 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6415351.500000 Penalty: 5395.268066
	Iteration 22Q: 3 clusters Score -6415352 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6415383.500000 Penalty: 5395.268066
	Iteration 23Q: 3 clusters Score -6415384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6415406.500000 Penalty: 5395.268066
	Iteration 24Q: 3 clusters Score -6415406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6415434.500000 Penalty: 5395.268066
	Iteration 25Q: 3 clusters Score -6415434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6415463.500000 Penalty: 5395.268066
	Iteration 26Q: 3 clusters Score -6415464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6415473.000000 Penalty: 5395.268066
	Iteration 27Q: 3 clusters Score -6415473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6415489.500000 Penalty: 5395.268066
	Iteration 28Q: 3 clusters Score -6415490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6415489.000000 Penalty: 5395.268066
	Iteration 29Q: 3 clusters Score -6415489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6415504.000000 Penalty: 5395.268066
	Iteration 30Q: 3 clusters Score -6415504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6415521.500000 Penalty: 5395.268066
	Iteration 31Q: 3 clusters Score -6415522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6415527.000000 Penalty: 5395.268066
	Iteration 32Q: 3 clusters Score -6415527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6415529.500000 Penalty: 5395.268066
	Iteration 33Q: 3 clusters Score -6415530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6415524.500000 Penalty: 5395.268066
	Iteration 34Q: 3 clusters Score -6415524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6415535.000000 Penalty: 5395.268066
	Iteration 35Q: 3 clusters Score -6415535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6415529.500000 Penalty: 5395.268066
	Iteration 36Q: 3 clusters Score -6415530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6415533.000000 Penalty: 5395.268066
	Iteration 37Q: 3 clusters Score -6415533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6415533.500000 Penalty: 5395.268066
	Iteration 38Q: 3 clusters Score -6415534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6415529.500000 Penalty: 5395.268066
	Iteration 39Q: 3 clusters Score -6415530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6415529.000000 Penalty: 5395.268066
	Iteration 40F: 3 clusters Score -6415529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6415532.000000 Penalty: 5395.268066
	Iteration 41Q: 3 clusters Score -6415532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6415526.000000 Penalty: 5395.268066
	Iteration 42Q: 3 clusters Score -6415526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6415534.000000 Penalty: 5395.268066
	Iteration 43Q: 3 clusters Score -6415534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6415524.000000 Penalty: 5395.268066
	Iteration 44Q: 3 clusters Score -6415524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6415531.500000 Penalty: 5395.268066
	Iteration 45Q: 3 clusters Score -6415532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6415533.000000 Penalty: 5395.268066
	Iteration 46Q: 3 clusters Score -6415533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6415535.500000 Penalty: 5395.268066
	Iteration 47Q: 3 clusters Score -6415536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6415551.000000 Penalty: 5395.268066
	Iteration 48Q: 3 clusters Score -6415551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6415560.500000 Penalty: 5395.268066
	Iteration 49Q: 3 clusters Score -6415560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6415560.000000 Penalty: 5395.268066
	Iteration 50Q: 3 clusters Score -6415560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6415557.000000 Penalty: 5395.268066
	Iteration 51Q: 3 clusters Score -6415557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6415559.000000 Penalty: 5395.268066
	Iteration 52Q: 3 clusters Score -6415559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6415550.500000 Penalty: 5395.268066
	Iteration 53Q: 3 clusters Score -6415550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6415554.500000 Penalty: 5395.268066
	Iteration 54Q: 3 clusters Score -6415554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6415558.500000 Penalty: 5395.268066
	Iteration 55Q: 3 clusters Score -6415558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6415564.000000 Penalty: 5395.268066
	Iteration 56Q: 3 clusters Score -6415564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6415570.000000 Penalty: 5395.268066
	Iteration 57Q: 3 clusters Score -6415570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6415569.000000 Penalty: 5395.268066
	Iteration 58Q: 3 clusters Score -6415569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6415568.500000 Penalty: 5395.268066
	Iteration 59Q: 3 clusters Score -6415568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6415573.500000 Penalty: 5395.268066
	Iteration 60F: 3 clusters Score -6415574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6415570.000000 Penalty: 5395.268066
	Iteration 61Q: 3 clusters Score -6415570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6415570.000000 Penalty: 5395.268066
	Iteration 62F: 3 clusters Score -6415570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -42887.574219 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -42887.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41815.328125 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -41815.33 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42439.269531 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -42439.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42674.519531 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -42674.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42776.738281 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -42776.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -42829.785156 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -42829.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42833.339844 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -42833.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42833.339844 Penalty: 3016.780762
	Iteration 6F: 3 clusters Score -42833.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -80493.398438 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -80493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78969.554688 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -78969.55 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79331.710938 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -79331.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79450.070312 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -79450.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79502.828125 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -79502.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79551.507812 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -79551.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79576.570312 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -79576.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79592.226562 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -79592.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -79595.226562 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -79595.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79596.093750 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -79596.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79596.093750 Penalty: 3135.101074
	Iteration 9F: 3 clusters Score -79596.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Entering Unmasked Estep 
Score: -1197375.750000 Penalty: 2293.771973
	Iteration 0F: 2 clusters Score -1197376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1189404.000000 Penalty: 4587.543945
	Iteration 0F: 3 clusters Score -1189404 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1191910.750000 Penalty: 4587.543945
	Iteration 1F: 3 clusters Score -1191911 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1192341.750000 Penalty: 4587.543945
	Iteration 2F: 3 clusters Score -1192342 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1192787.750000 Penalty: 4587.543945
	Iteration 3F: 3 clusters Score -1192788 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1193243.500000 Penalty: 4587.543945
	Iteration 4F: 3 clusters Score -1193244 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1193679.125000 Penalty: 4587.543945
	Iteration 5F: 3 clusters Score -1193679 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1194150.375000 Penalty: 4587.543945
	Iteration 6F: 3 clusters Score -1194150 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1194610.125000 Penalty: 4587.543945
	Iteration 7F: 3 clusters Score -1194610 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1194965.625000 Penalty: 4587.543945
	Iteration 8Q: 3 clusters Score -1194966 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1195326.625000 Penalty: 4587.543945
	Iteration 9Q: 3 clusters Score -1195327 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1195830.000000 Penalty: 4587.543945
	Iteration 10Q: 3 clusters Score -1195830 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1196375.750000 Penalty: 4587.543945
	Iteration 11Q: 3 clusters Score -1196376 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1196805.000000 Penalty: 4587.543945
	Iteration 12Q: 3 clusters Score -1196805 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1196989.375000 Penalty: 4587.543945
	Iteration 13Q: 3 clusters Score -1196989 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1197054.500000 Penalty: 4587.543945
	Iteration 14Q: 3 clusters Score -1197054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1197084.250000 Penalty: 4587.543945
	Iteration 15Q: 3 clusters Score -1197084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1197101.375000 Penalty: 4587.543945
	Iteration 16Q: 3 clusters Score -1197101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1197104.625000 Penalty: 4587.543945
	Iteration 17Q: 3 clusters Score -1197105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1197112.750000 Penalty: 4587.543945
	Iteration 18Q: 3 clusters Score -1197113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1197119.000000 Penalty: 4587.543945
	Iteration 19Q: 3 clusters Score -1197119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1197124.500000 Penalty: 4587.543945
	Iteration 20F: 3 clusters Score -1197124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1197128.125000 Penalty: 4587.543945
	Iteration 21Q: 3 clusters Score -1197128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1197138.750000 Penalty: 4587.543945
	Iteration 22Q: 3 clusters Score -1197139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1197150.250000 Penalty: 4587.543945
	Iteration 23Q: 3 clusters Score -1197150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1197158.500000 Penalty: 4587.543945
	Iteration 24Q: 3 clusters Score -1197158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1197165.125000 Penalty: 4587.543945
	Iteration 25Q: 3 clusters Score -1197165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1197170.750000 Penalty: 4587.543945
	Iteration 26Q: 3 clusters Score -1197171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1197173.375000 Penalty: 4587.543945
	Iteration 27Q: 3 clusters Score -1197173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1197181.625000 Penalty: 4587.543945
	Iteration 28Q: 3 clusters Score -1197182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1197183.875000 Penalty: 4587.543945
	Iteration 29Q: 3 clusters Score -1197184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1197188.375000 Penalty: 4587.543945
	Iteration 30Q: 3 clusters Score -1197188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1197193.250000 Penalty: 4587.543945
	Iteration 31Q: 3 clusters Score -1197193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1197195.625000 Penalty: 4587.543945
	Iteration 32Q: 3 clusters Score -1197196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1197199.875000 Penalty: 4587.543945
	Iteration 33Q: 3 clusters Score -1197200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1197201.375000 Penalty: 4587.543945
	Iteration 34Q: 3 clusters Score -1197201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1197201.500000 Penalty: 4587.543945
	Iteration 35Q: 3 clusters Score -1197202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1197206.250000 Penalty: 4587.543945
	Iteration 36Q: 3 clusters Score -1197206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1197204.500000 Penalty: 4587.543945
	Iteration 37Q: 3 clusters Score -1197204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1197206.750000 Penalty: 4587.543945
	Iteration 38Q: 3 clusters Score -1197207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1197210.750000 Penalty: 4587.543945
	Iteration 39Q: 3 clusters Score -1197211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1197208.500000 Penalty: 4587.543945
	Iteration 40F: 3 clusters Score -1197208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1197209.625000 Penalty: 4587.543945
	Iteration 41Q: 3 clusters Score -1197210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1197208.500000 Penalty: 4587.543945
	Iteration 42Q: 3 clusters Score -1197208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1197208.500000 Penalty: 4587.543945
	Iteration 43F: 3 clusters Score -1197208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -555429.562500 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -555429.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -550980.687500 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -550980.7 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -552041.500000 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -552041.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -552318.875000 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -552318.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -552567.125000 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -552567.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -552743.625000 Penalty: 4214.203613
	Iteration 4Q: 3 clusters Score -552743.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -552870.062500 Penalty: 4214.203613
	Iteration 5Q: 3 clusters Score -552870.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -552949.687500 Penalty: 4214.203613
	Iteration 6Q: 3 clusters Score -552949.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -553023.875000 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -553023.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -553084.812500 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -553084.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -553164.062500 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -553164.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -553253.937500 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -553253.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -553354.687500 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -553354.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -553429.500000 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -553429.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -553489.375000 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -553489.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -553526.625000 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -553526.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -553555.312500 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -553555.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -553587.375000 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -553587.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -553604.562500 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -553604.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -553616.312500 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -553616.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -553628.625000 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -553628.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -553641.437500 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -553641.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -553650.812500 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -553650.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -553660.125000 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -553660.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -553668.062500 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -553668.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -553676.375000 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -553676.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -553684.125000 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -553684.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -553691.000000 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -553691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -553697.750000 Penalty: 4214.203613
	Iteration 27Q: 3 clusters Score -553697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -553702.812500 Penalty: 4214.203613
	Iteration 28Q: 3 clusters Score -553702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -553708.562500 Penalty: 4214.203613
	Iteration 29Q: 3 clusters Score -553708.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -553714.250000 Penalty: 4214.203613
	Iteration 30Q: 3 clusters Score -553714.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -553717.875000 Penalty: 4214.203613
	Iteration 31Q: 3 clusters Score -553717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -553723.187500 Penalty: 4214.203613
	Iteration 32Q: 3 clusters Score -553723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -553727.000000 Penalty: 4214.203613
	Iteration 33Q: 3 clusters Score -553727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -553728.375000 Penalty: 4214.203613
	Iteration 34Q: 3 clusters Score -553728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -553730.000000 Penalty: 4214.203613
	Iteration 35Q: 3 clusters Score -553730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -553734.250000 Penalty: 4214.203613
	Iteration 36Q: 3 clusters Score -553734.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -553737.125000 Penalty: 4214.203613
	Iteration 37Q: 3 clusters Score -553737.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -553742.250000 Penalty: 4214.203613
	Iteration 38Q: 3 clusters Score -553742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -553744.312500 Penalty: 4214.203613
	Iteration 39Q: 3 clusters Score -553744.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -553749.125000 Penalty: 4214.203613
	Iteration 40F: 3 clusters Score -553749.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -553750.937500 Penalty: 4214.203613
	Iteration 41Q: 3 clusters Score -553750.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -553755.875000 Penalty: 4214.203613
	Iteration 42Q: 3 clusters Score -553755.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -553758.312500 Penalty: 4214.203613
	Iteration 43Q: 3 clusters Score -553758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -553760.812500 Penalty: 4214.203613
	Iteration 44Q: 3 clusters Score -553760.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -553768.562500 Penalty: 4214.203613
	Iteration 45Q: 3 clusters Score -553768.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -553774.937500 Penalty: 4214.203613
	Iteration 46Q: 3 clusters Score -553774.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -553780.187500 Penalty: 4214.203613
	Iteration 47Q: 3 clusters Score -553780.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -553786.812500 Penalty: 4214.203613
	Iteration 48Q: 3 clusters Score -553786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -553793.312500 Penalty: 4214.203613
	Iteration 49Q: 3 clusters Score -553793.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -553803.375000 Penalty: 4214.203613
	Iteration 50Q: 3 clusters Score -553803.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -553811.812500 Penalty: 4214.203613
	Iteration 51Q: 3 clusters Score -553811.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -553816.812500 Penalty: 4214.203613
	Iteration 52Q: 3 clusters Score -553816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -553820.750000 Penalty: 4214.203613
	Iteration 53Q: 3 clusters Score -553820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -553824.500000 Penalty: 4214.203613
	Iteration 54Q: 3 clusters Score -553824.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -553826.062500 Penalty: 4214.203613
	Iteration 55Q: 3 clusters Score -553826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -553826.937500 Penalty: 4214.203613
	Iteration 56Q: 3 clusters Score -553826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -553826.687500 Penalty: 4214.203613
	Iteration 57Q: 3 clusters Score -553826.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -553828.562500 Penalty: 4214.203613
	Iteration 58Q: 3 clusters Score -553828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -553829.500000 Penalty: 4214.203613
	Iteration 59Q: 3 clusters Score -553829.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -553829.750000 Penalty: 4214.203613
	Iteration 60F: 3 clusters Score -553829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -553828.875000 Penalty: 4214.203613
	Iteration 61Q: 3 clusters Score -553828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -553828.875000 Penalty: 4214.203613
	Iteration 62F: 3 clusters Score -553828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (175623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Entering Unmasked Estep 
Score: -20702288.000000 Penalty: 2994.871582
	Iteration 0F: 2 clusters Score -2.070229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -20586028.000000 Penalty: 5989.743164
	Iteration 0F: 3 clusters Score -2.058603e+07 nChanged 84055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -20635064.000000 Penalty: 5989.743164
	Iteration 1F: 3 clusters Score -2.063506e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -20636338.000000 Penalty: 5989.743164
	Iteration 2Q: 3 clusters Score -2.063634e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -20638188.000000 Penalty: 5989.743164
	Iteration 3Q: 3 clusters Score -2.063819e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105108 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -20640986.000000 Penalty: 5989.743164
	Iteration 4Q: 3 clusters Score -2.064099e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114072 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -20646268.000000 Penalty: 5989.743164
	Iteration 5F: 3 clusters Score -2.064627e+07 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126086 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -20655002.000000 Penalty: 5989.743164
	Iteration 6F: 3 clusters Score -2.0655e+07 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140458 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -20667382.000000 Penalty: 5989.743164
	Iteration 7F: 3 clusters Score -2.066738e+07 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154709 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -20680808.000000 Penalty: 5989.743164
	Iteration 8F: 3 clusters Score -2.068081e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -20691348.000000 Penalty: 5989.743164
	Iteration 9F: 3 clusters Score -2.069135e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171462 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -20696446.000000 Penalty: 5989.743164
	Iteration 10Q: 3 clusters Score -2.069645e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173850 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20698432.000000 Penalty: 5989.743164
	Iteration 11Q: 3 clusters Score -2.069843e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20699222.000000 Penalty: 5989.743164
	Iteration 12Q: 3 clusters Score -2.069922e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175038 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -20699404.000000 Penalty: 5989.743164
	Iteration 13Q: 3 clusters Score -2.06994e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175152 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -20699570.000000 Penalty: 5989.743164
	Iteration 14Q: 3 clusters Score -2.069957e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175191 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -20699614.000000 Penalty: 5989.743164
	Iteration 15Q: 3 clusters Score -2.069961e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175212 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20699656.000000 Penalty: 5989.743164
	Iteration 16Q: 3 clusters Score -2.069966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175232 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20699688.000000 Penalty: 5989.743164
	Iteration 17Q: 3 clusters Score -2.069969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175244 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20699726.000000 Penalty: 5989.743164
	Iteration 18Q: 3 clusters Score -2.069973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175261 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -20699758.000000 Penalty: 5989.743164
	Iteration 19Q: 3 clusters Score -2.069976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175268 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20699772.000000 Penalty: 5989.743164
	Iteration 20F: 3 clusters Score -2.069977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175269 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20699780.000000 Penalty: 5989.743164
	Iteration 21Q: 3 clusters Score -2.069978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175273 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20699772.000000 Penalty: 5989.743164
	Iteration 22Q: 3 clusters Score -2.069977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175272 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -20699778.000000 Penalty: 5989.743164
	Iteration 23Q: 3 clusters Score -2.069978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20699768.000000 Penalty: 5989.743164
	Iteration 24Q: 3 clusters Score -2.069977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175278 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20699772.000000 Penalty: 5989.743164
	Iteration 25Q: 3 clusters Score -2.069977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175277 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -20699782.000000 Penalty: 5989.743164
	Iteration 26Q: 3 clusters Score -2.069978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20699790.000000 Penalty: 5989.743164
	Iteration 27Q: 3 clusters Score -2.069979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175275 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -20699814.000000 Penalty: 5989.743164
	Iteration 28Q: 3 clusters Score -2.069981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20699810.000000 Penalty: 5989.743164
	Iteration 29Q: 3 clusters Score -2.069981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175277 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -20699816.000000 Penalty: 5989.743164
	Iteration 30Q: 3 clusters Score -2.069982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175279 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20699802.000000 Penalty: 5989.743164
	Iteration 31Q: 3 clusters Score -2.06998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175277 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -20699810.000000 Penalty: 5989.743164
	Iteration 32Q: 3 clusters Score -2.069981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20699816.000000 Penalty: 5989.743164
	Iteration 33Q: 3 clusters Score -2.069982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20699816.000000 Penalty: 5989.743164
	Iteration 34F: 3 clusters Score -2.069982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Entering Unmasked Estep 
Score: -956009.062500 Penalty: 2233.766357
	Iteration 0F: 2 clusters Score -956009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -949537.187500 Penalty: 4467.532715
	Iteration 0F: 3 clusters Score -949537.2 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -951389.937500 Penalty: 4467.532715
	Iteration 1F: 3 clusters Score -951389.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -951654.437500 Penalty: 4467.532715
	Iteration 2F: 3 clusters Score -951654.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -951838.875000 Penalty: 4467.532715
	Iteration 3Q: 3 clusters Score -951838.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -951967.500000 Penalty: 4467.532715
	Iteration 4Q: 3 clusters Score -951967.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -952061.875000 Penalty: 4467.532715
	Iteration 5Q: 3 clusters Score -952061.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -952168.375000 Penalty: 4467.532715
	Iteration 6Q: 3 clusters Score -952168.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -952290.375000 Penalty: 4467.532715
	Iteration 7Q: 3 clusters Score -952290.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -952406.187500 Penalty: 4467.532715
	Iteration 8Q: 3 clusters Score -952406.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -952519.625000 Penalty: 4467.532715
	Iteration 9Q: 3 clusters Score -952519.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -952623.125000 Penalty: 4467.532715
	Iteration 10Q: 3 clusters Score -952623.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -952710.187500 Penalty: 4467.532715
	Iteration 11Q: 3 clusters Score -952710.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -952794.312500 Penalty: 4467.532715
	Iteration 12Q: 3 clusters Score -952794.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -952871.375000 Penalty: 4467.532715
	Iteration 13Q: 3 clusters Score -952871.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -952961.437500 Penalty: 4467.532715
	Iteration 14Q: 3 clusters Score -952961.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -953059.250000 Penalty: 4467.532715
	Iteration 15Q: 3 clusters Score -953059.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -953155.625000 Penalty: 4467.532715
	Iteration 16Q: 3 clusters Score -953155.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -953263.687500 Penalty: 4467.532715
	Iteration 17Q: 3 clusters Score -953263.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -953351.187500 Penalty: 4467.532715
	Iteration 18Q: 3 clusters Score -953351.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -953438.500000 Penalty: 4467.532715
	Iteration 19Q: 3 clusters Score -953438.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -953512.687500 Penalty: 4467.532715
	Iteration 20F: 3 clusters Score -953512.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -953575.875000 Penalty: 4467.532715
	Iteration 21Q: 3 clusters Score -953575.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -953620.125000 Penalty: 4467.532715
	Iteration 22Q: 3 clusters Score -953620.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -953653.937500 Penalty: 4467.532715
	Iteration 23Q: 3 clusters Score -953653.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -953685.250000 Penalty: 4467.532715
	Iteration 24Q: 3 clusters Score -953685.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -953705.500000 Penalty: 4467.532715
	Iteration 25Q: 3 clusters Score -953705.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -953721.937500 Penalty: 4467.532715
	Iteration 26Q: 3 clusters Score -953721.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -953733.187500 Penalty: 4467.532715
	Iteration 27Q: 3 clusters Score -953733.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -953740.812500 Penalty: 4467.532715
	Iteration 28Q: 3 clusters Score -953740.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -953746.437500 Penalty: 4467.532715
	Iteration 29Q: 3 clusters Score -953746.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -953752.562500 Penalty: 4467.532715
	Iteration 30Q: 3 clusters Score -953752.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -953758.437500 Penalty: 4467.532715
	Iteration 31Q: 3 clusters Score -953758.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -953765.750000 Penalty: 4467.532715
	Iteration 32Q: 3 clusters Score -953765.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -953769.750000 Penalty: 4467.532715
	Iteration 33Q: 3 clusters Score -953769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -953773.437500 Penalty: 4467.532715
	Iteration 34Q: 3 clusters Score -953773.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -953779.250000 Penalty: 4467.532715
	Iteration 35Q: 3 clusters Score -953779.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -953781.750000 Penalty: 4467.532715
	Iteration 36Q: 3 clusters Score -953781.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -953783.562500 Penalty: 4467.532715
	Iteration 37Q: 3 clusters Score -953783.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -953784.875000 Penalty: 4467.532715
	Iteration 38Q: 3 clusters Score -953784.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -953788.625000 Penalty: 4467.532715
	Iteration 39Q: 3 clusters Score -953788.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -953791.375000 Penalty: 4467.532715
	Iteration 40F: 3 clusters Score -953791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -953791.187500 Penalty: 4467.532715
	Iteration 41Q: 3 clusters Score -953791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -953791.062500 Penalty: 4467.532715
	Iteration 42Q: 3 clusters Score -953791.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -953792.812500 Penalty: 4467.532715
	Iteration 43Q: 3 clusters Score -953792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -953793.937500 Penalty: 4467.532715
	Iteration 44Q: 3 clusters Score -953793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -953793.750000 Penalty: 4467.532715
	Iteration 45Q: 3 clusters Score -953793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -953794.812500 Penalty: 4467.532715
	Iteration 46Q: 3 clusters Score -953794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -953795.375000 Penalty: 4467.532715
	Iteration 47Q: 3 clusters Score -953795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -953794.875000 Penalty: 4467.532715
	Iteration 48Q: 3 clusters Score -953794.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -953794.875000 Penalty: 4467.532715
	Iteration 49F: 3 clusters Score -953794.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Entering Unmasked Estep 
Score: -4849715.500000 Penalty: 2638.513428
	Iteration 0F: 2 clusters Score -4849716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4821635.000000 Penalty: 5277.026855
	Iteration 0F: 3 clusters Score -4821635 nChanged 19112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -4832112.000000 Penalty: 5277.026855
	Iteration 1F: 3 clusters Score -4832112 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -4832675.000000 Penalty: 5277.026855
	Iteration 2Q: 3 clusters Score -4832675 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -4833224.500000 Penalty: 5277.026855
	Iteration 3Q: 3 clusters Score -4833224 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4833894.500000 Penalty: 5277.026855
	Iteration 4Q: 3 clusters Score -4833894 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4834639.500000 Penalty: 5277.026855
	Iteration 5Q: 3 clusters Score -4834640 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4835761.500000 Penalty: 5277.026855
	Iteration 6F: 3 clusters Score -4835762 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4837312.000000 Penalty: 5277.026855
	Iteration 7F: 3 clusters Score -4837312 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4839241.000000 Penalty: 5277.026855
	Iteration 8F: 3 clusters Score -4839241 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4841213.500000 Penalty: 5277.026855
	Iteration 9F: 3 clusters Score -4841214 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4843083.000000 Penalty: 5277.026855
	Iteration 10F: 3 clusters Score -4843083 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -4844591.500000 Penalty: 5277.026855
	Iteration 11Q: 3 clusters Score -4844592 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -4845720.000000 Penalty: 5277.026855
	Iteration 12Q: 3 clusters Score -4845720 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -4846533.500000 Penalty: 5277.026855
	Iteration 13Q: 3 clusters Score -4846534 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -4846958.500000 Penalty: 5277.026855
	Iteration 14Q: 3 clusters Score -4846958 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -4847218.000000 Penalty: 5277.026855
	Iteration 15Q: 3 clusters Score -4847218 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -4847339.000000 Penalty: 5277.026855
	Iteration 16Q: 3 clusters Score -4847339 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -4847398.500000 Penalty: 5277.026855
	Iteration 17Q: 3 clusters Score -4847398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -4847436.000000 Penalty: 5277.026855
	Iteration 18Q: 3 clusters Score -4847436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -4847472.000000 Penalty: 5277.026855
	Iteration 19Q: 3 clusters Score -4847472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -4847498.500000 Penalty: 5277.026855
	Iteration 20F: 3 clusters Score -4847498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -4847517.500000 Penalty: 5277.026855
	Iteration 21Q: 3 clusters Score -4847518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -4847531.500000 Penalty: 5277.026855
	Iteration 22Q: 3 clusters Score -4847532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -4847543.500000 Penalty: 5277.026855
	Iteration 23Q: 3 clusters Score -4847544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4847556.000000 Penalty: 5277.026855
	Iteration 24Q: 3 clusters Score -4847556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4847561.500000 Penalty: 5277.026855
	Iteration 25Q: 3 clusters Score -4847562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -4847572.000000 Penalty: 5277.026855
	Iteration 26Q: 3 clusters Score -4847572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -4847583.000000 Penalty: 5277.026855
	Iteration 27Q: 3 clusters Score -4847583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -4847581.000000 Penalty: 5277.026855
	Iteration 28Q: 3 clusters Score -4847581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -4847582.500000 Penalty: 5277.026855
	Iteration 29Q: 3 clusters Score -4847582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -4847580.000000 Penalty: 5277.026855
	Iteration 30Q: 3 clusters Score -4847580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -4847580.000000 Penalty: 5277.026855
	Iteration 31F: 3 clusters Score -4847580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -601818.375000 Penalty: 2157.810303
	Iteration 0F: 2 clusters Score -601818.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -596725.500000 Penalty: 4315.620605
	Iteration 0F: 3 clusters Score -596725.5 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -598201.500000 Penalty: 4315.620605
	Iteration 1F: 3 clusters Score -598201.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -598569.375000 Penalty: 4315.620605
	Iteration 2F: 3 clusters Score -598569.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -598878.000000 Penalty: 4315.620605
	Iteration 3F: 3 clusters Score -598878 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -599143.375000 Penalty: 4315.620605
	Iteration 4F: 3 clusters Score -599143.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -599391.312500 Penalty: 4315.620605
	Iteration 5F: 3 clusters Score -599391.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -599611.000000 Penalty: 4315.620605
	Iteration 6Q: 3 clusters Score -599611 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -599803.437500 Penalty: 4315.620605
	Iteration 7Q: 3 clusters Score -599803.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -599945.875000 Penalty: 4315.620605
	Iteration 8Q: 3 clusters Score -599945.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -600059.312500 Penalty: 4315.620605
	Iteration 9Q: 3 clusters Score -600059.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -600144.750000 Penalty: 4315.620605
	Iteration 10Q: 3 clusters Score -600144.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -600232.187500 Penalty: 4315.620605
	Iteration 11Q: 3 clusters Score -600232.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -600333.562500 Penalty: 4315.620605
	Iteration 12Q: 3 clusters Score -600333.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -600439.125000 Penalty: 4315.620605
	Iteration 13Q: 3 clusters Score -600439.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -600523.562500 Penalty: 4315.620605
	Iteration 14Q: 3 clusters Score -600523.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -600597.375000 Penalty: 4315.620605
	Iteration 15Q: 3 clusters Score -600597.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -600651.125000 Penalty: 4315.620605
	Iteration 16Q: 3 clusters Score -600651.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -600691.375000 Penalty: 4315.620605
	Iteration 17Q: 3 clusters Score -600691.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -600730.500000 Penalty: 4315.620605
	Iteration 18Q: 3 clusters Score -600730.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -600759.312500 Penalty: 4315.620605
	Iteration 19Q: 3 clusters Score -600759.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -600784.812500 Penalty: 4315.620605
	Iteration 20F: 3 clusters Score -600784.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -600801.750000 Penalty: 4315.620605
	Iteration 21Q: 3 clusters Score -600801.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -600821.062500 Penalty: 4315.620605
	Iteration 22Q: 3 clusters Score -600821.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -600837.437500 Penalty: 4315.620605
	Iteration 23Q: 3 clusters Score -600837.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -600846.375000 Penalty: 4315.620605
	Iteration 24Q: 3 clusters Score -600846.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -600859.687500 Penalty: 4315.620605
	Iteration 25Q: 3 clusters Score -600859.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -600870.687500 Penalty: 4315.620605
	Iteration 26Q: 3 clusters Score -600870.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -600879.812500 Penalty: 4315.620605
	Iteration 27Q: 3 clusters Score -600879.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -600887.750000 Penalty: 4315.620605
	Iteration 28Q: 3 clusters Score -600887.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -600894.875000 Penalty: 4315.620605
	Iteration 29Q: 3 clusters Score -600894.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -600899.062500 Penalty: 4315.620605
	Iteration 30Q: 3 clusters Score -600899.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -600905.562500 Penalty: 4315.620605
	Iteration 31Q: 3 clusters Score -600905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -600908.562500 Penalty: 4315.620605
	Iteration 32Q: 3 clusters Score -600908.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -600913.500000 Penalty: 4315.620605
	Iteration 33Q: 3 clusters Score -600913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -600913.062500 Penalty: 4315.620605
	Iteration 34Q: 3 clusters Score -600913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -600915.375000 Penalty: 4315.620605
	Iteration 35Q: 3 clusters Score -600915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -600917.687500 Penalty: 4315.620605
	Iteration 36Q: 3 clusters Score -600917.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -600919.000000 Penalty: 4315.620605
	Iteration 37Q: 3 clusters Score -600919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -600921.437500 Penalty: 4315.620605
	Iteration 38Q: 3 clusters Score -600921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -600922.625000 Penalty: 4315.620605
	Iteration 39Q: 3 clusters Score -600922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -600922.000000 Penalty: 4315.620605
	Iteration 40F: 3 clusters Score -600922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -600923.062500 Penalty: 4315.620605
	Iteration 41Q: 3 clusters Score -600923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -600923.812500 Penalty: 4315.620605
	Iteration 42Q: 3 clusters Score -600923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -600924.062500 Penalty: 4315.620605
	Iteration 43Q: 3 clusters Score -600924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -600924.250000 Penalty: 4315.620605
	Iteration 44Q: 3 clusters Score -600924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -600924.375000 Penalty: 4315.620605
	Iteration 45Q: 3 clusters Score -600924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -600925.500000 Penalty: 4315.620605
	Iteration 46Q: 3 clusters Score -600925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -600925.812500 Penalty: 4315.620605
	Iteration 47Q: 3 clusters Score -600925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -600925.937500 Penalty: 4315.620605
	Iteration 48Q: 3 clusters Score -600925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -600926.250000 Penalty: 4315.620605
	Iteration 49Q: 3 clusters Score -600926.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -600925.750000 Penalty: 4315.620605
	Iteration 50Q: 3 clusters Score -600925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -600925.750000 Penalty: 4315.620605
	Iteration 51F: 3 clusters Score -600925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -72157.132812 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -72157.13 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 291 members 
Entering Unmasked Estep 
Score: -70656.617188 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -70656.62 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71045.171875 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -71045.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71236.875000 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -71236.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71340.046875 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -71340.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71403.429688 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -71403.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71515.890625 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -71515.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71527.070312 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -71527.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71533.304688 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -71533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71536.460938 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -71536.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71538.804688 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -71538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71539.789062 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -71539.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71539.789062 Penalty: 3150.039307
	Iteration 11F: 3 clusters Score -71539.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -643119.312500 Penalty: 2138.413330
	Iteration 0F: 2 clusters Score -643119.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -638327.625000 Penalty: 4276.826660
	Iteration 0F: 3 clusters Score -638327.6 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -639561.625000 Penalty: 4276.826660
	Iteration 1F: 3 clusters Score -639561.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -639886.437500 Penalty: 4276.826660
	Iteration 2F: 3 clusters Score -639886.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -640189.062500 Penalty: 4276.826660
	Iteration 3F: 3 clusters Score -640189.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -640474.625000 Penalty: 4276.826660
	Iteration 4F: 3 clusters Score -640474.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -640768.500000 Penalty: 4276.826660
	Iteration 5F: 3 clusters Score -640768.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -641034.375000 Penalty: 4276.826660
	Iteration 6F: 3 clusters Score -641034.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -641237.250000 Penalty: 4276.826660
	Iteration 7Q: 3 clusters Score -641237.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -641416.437500 Penalty: 4276.826660
	Iteration 8Q: 3 clusters Score -641416.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -641515.937500 Penalty: 4276.826660
	Iteration 9Q: 3 clusters Score -641515.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -641575.500000 Penalty: 4276.826660
	Iteration 10Q: 3 clusters Score -641575.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -641616.750000 Penalty: 4276.826660
	Iteration 11Q: 3 clusters Score -641616.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -641646.562500 Penalty: 4276.826660
	Iteration 12Q: 3 clusters Score -641646.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -641660.125000 Penalty: 4276.826660
	Iteration 13Q: 3 clusters Score -641660.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -641669.000000 Penalty: 4276.826660
	Iteration 14Q: 3 clusters Score -641669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -641676.437500 Penalty: 4276.826660
	Iteration 15Q: 3 clusters Score -641676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -641680.062500 Penalty: 4276.826660
	Iteration 16Q: 3 clusters Score -641680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -641683.500000 Penalty: 4276.826660
	Iteration 17Q: 3 clusters Score -641683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -641683.750000 Penalty: 4276.826660
	Iteration 18Q: 3 clusters Score -641683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -641684.062500 Penalty: 4276.826660
	Iteration 19Q: 3 clusters Score -641684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -641685.375000 Penalty: 4276.826660
	Iteration 20F: 3 clusters Score -641685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -641686.250000 Penalty: 4276.826660
	Iteration 21Q: 3 clusters Score -641686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -641686.312500 Penalty: 4276.826660
	Iteration 22Q: 3 clusters Score -641686.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -641686.812500 Penalty: 4276.826660
	Iteration 23Q: 3 clusters Score -641686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -641686.437500 Penalty: 4276.826660
	Iteration 24Q: 3 clusters Score -641686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -641689.000000 Penalty: 4276.826660
	Iteration 25Q: 3 clusters Score -641689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -641688.937500 Penalty: 4276.826660
	Iteration 26Q: 3 clusters Score -641688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -641692.000000 Penalty: 4276.826660
	Iteration 27Q: 3 clusters Score -641692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -641690.500000 Penalty: 4276.826660
	Iteration 28Q: 3 clusters Score -641690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -641690.500000 Penalty: 4276.826660
	Iteration 29F: 3 clusters Score -641690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -331751.343750 Penalty: 1973.727173
	Iteration 0F: 2 clusters Score -331751.3 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 1470 members 
Entering Unmasked Estep 
Score: -328585.562500 Penalty: 3947.454346
	Iteration 0F: 3 clusters Score -328585.6 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -329200.218750 Penalty: 3947.454346
	Iteration 1F: 3 clusters Score -329200.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -329378.125000 Penalty: 3947.454346
	Iteration 2F: 3 clusters Score -329378.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -329487.343750 Penalty: 3947.454346
	Iteration 3F: 3 clusters Score -329487.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -329568.125000 Penalty: 3947.454346
	Iteration 4Q: 3 clusters Score -329568.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -329632.406250 Penalty: 3947.454346
	Iteration 5Q: 3 clusters Score -329632.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -329685.375000 Penalty: 3947.454346
	Iteration 6Q: 3 clusters Score -329685.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -329725.500000 Penalty: 3947.454346
	Iteration 7Q: 3 clusters Score -329725.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -329752.156250 Penalty: 3947.454346
	Iteration 8Q: 3 clusters Score -329752.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -329778.531250 Penalty: 3947.454346
	Iteration 9Q: 3 clusters Score -329778.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -329807.281250 Penalty: 3947.454346
	Iteration 10Q: 3 clusters Score -329807.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -329828.937500 Penalty: 3947.454346
	Iteration 11Q: 3 clusters Score -329828.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -329844.937500 Penalty: 3947.454346
	Iteration 12Q: 3 clusters Score -329844.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -329861.937500 Penalty: 3947.454346
	Iteration 13Q: 3 clusters Score -329861.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -329882.750000 Penalty: 3947.454346
	Iteration 14Q: 3 clusters Score -329882.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -329897.156250 Penalty: 3947.454346
	Iteration 15Q: 3 clusters Score -329897.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -329908.156250 Penalty: 3947.454346
	Iteration 16Q: 3 clusters Score -329908.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -329913.406250 Penalty: 3947.454346
	Iteration 17Q: 3 clusters Score -329913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -329916.812500 Penalty: 3947.454346
	Iteration 18Q: 3 clusters Score -329916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -329919.656250 Penalty: 3947.454346
	Iteration 19Q: 3 clusters Score -329919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -329920.906250 Penalty: 3947.454346
	Iteration 20F: 3 clusters Score -329920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -329922.125000 Penalty: 3947.454346
	Iteration 21Q: 3 clusters Score -329922.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -329923.375000 Penalty: 3947.454346
	Iteration 22Q: 3 clusters Score -329923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -329924.531250 Penalty: 3947.454346
	Iteration 23Q: 3 clusters Score -329924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -329926.281250 Penalty: 3947.454346
	Iteration 24Q: 3 clusters Score -329926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -329926.312500 Penalty: 3947.454346
	Iteration 25Q: 3 clusters Score -329926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -329926.312500 Penalty: 3947.454346
	Iteration 26F: 3 clusters Score -329926.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -266412.562500 Penalty: 1917.301270
	Iteration 0F: 2 clusters Score -266412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -263636.343750 Penalty: 3834.602539
	Iteration 0F: 3 clusters Score -263636.3 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -264132.156250 Penalty: 3834.602539
	Iteration 1F: 3 clusters Score -264132.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -264255.718750 Penalty: 3834.602539
	Iteration 2F: 3 clusters Score -264255.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -264326.343750 Penalty: 3834.602539
	Iteration 3Q: 3 clusters Score -264326.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -264384.187500 Penalty: 3834.602539
	Iteration 4Q: 3 clusters Score -264384.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -264429.000000 Penalty: 3834.602539
	Iteration 5Q: 3 clusters Score -264429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -264473.250000 Penalty: 3834.602539
	Iteration 6Q: 3 clusters Score -264473.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -264505.687500 Penalty: 3834.602539
	Iteration 7Q: 3 clusters Score -264505.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -264531.750000 Penalty: 3834.602539
	Iteration 8Q: 3 clusters Score -264531.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -264561.093750 Penalty: 3834.602539
	Iteration 9Q: 3 clusters Score -264561.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -264591.406250 Penalty: 3834.602539
	Iteration 10Q: 3 clusters Score -264591.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -264615.093750 Penalty: 3834.602539
	Iteration 11Q: 3 clusters Score -264615.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -264631.187500 Penalty: 3834.602539
	Iteration 12Q: 3 clusters Score -264631.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -264651.750000 Penalty: 3834.602539
	Iteration 13Q: 3 clusters Score -264651.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -264675.062500 Penalty: 3834.602539
	Iteration 14Q: 3 clusters Score -264675.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -264699.093750 Penalty: 3834.602539
	Iteration 15Q: 3 clusters Score -264699.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -264716.343750 Penalty: 3834.602539
	Iteration 16Q: 3 clusters Score -264716.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -264730.000000 Penalty: 3834.602539
	Iteration 17Q: 3 clusters Score -264730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -264740.250000 Penalty: 3834.602539
	Iteration 18Q: 3 clusters Score -264740.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -264748.812500 Penalty: 3834.602539
	Iteration 19Q: 3 clusters Score -264748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -264752.406250 Penalty: 3834.602539
	Iteration 20F: 3 clusters Score -264752.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -264755.062500 Penalty: 3834.602539
	Iteration 21Q: 3 clusters Score -264755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -264757.437500 Penalty: 3834.602539
	Iteration 22Q: 3 clusters Score -264757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -264759.437500 Penalty: 3834.602539
	Iteration 23Q: 3 clusters Score -264759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -264760.906250 Penalty: 3834.602539
	Iteration 24Q: 3 clusters Score -264760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -264763.906250 Penalty: 3834.602539
	Iteration 25Q: 3 clusters Score -264763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -264766.781250 Penalty: 3834.602539
	Iteration 26Q: 3 clusters Score -264766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -264767.218750 Penalty: 3834.602539
	Iteration 27Q: 3 clusters Score -264767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -264767.468750 Penalty: 3834.602539
	Iteration 28Q: 3 clusters Score -264767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -264767.468750 Penalty: 3834.602539
	Iteration 29F: 3 clusters Score -264767.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Entering Unmasked Estep 
Score: -1142238.250000 Penalty: 2281.772217
	Iteration 0F: 2 clusters Score -1142238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1134724.500000 Penalty: 4563.544434
	Iteration 0F: 3 clusters Score -1134724 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1136918.250000 Penalty: 4563.544434
	Iteration 1F: 3 clusters Score -1136918 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1137230.375000 Penalty: 4563.544434
	Iteration 2F: 3 clusters Score -1137230 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1137480.125000 Penalty: 4563.544434
	Iteration 3F: 3 clusters Score -1137480 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1137663.125000 Penalty: 4563.544434
	Iteration 4Q: 3 clusters Score -1137663 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1137828.125000 Penalty: 4563.544434
	Iteration 5Q: 3 clusters Score -1137828 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1137968.625000 Penalty: 4563.544434
	Iteration 6Q: 3 clusters Score -1137969 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1138099.250000 Penalty: 4563.544434
	Iteration 7Q: 3 clusters Score -1138099 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1138240.125000 Penalty: 4563.544434
	Iteration 8Q: 3 clusters Score -1138240 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1138421.625000 Penalty: 4563.544434
	Iteration 9Q: 3 clusters Score -1138422 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1138623.125000 Penalty: 4563.544434
	Iteration 10Q: 3 clusters Score -1138623 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1138861.125000 Penalty: 4563.544434
	Iteration 11Q: 3 clusters Score -1138861 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1139153.750000 Penalty: 4563.544434
	Iteration 12Q: 3 clusters Score -1139154 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1139455.875000 Penalty: 4563.544434
	Iteration 13Q: 3 clusters Score -1139456 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1139732.750000 Penalty: 4563.544434
	Iteration 14Q: 3 clusters Score -1139733 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1139927.500000 Penalty: 4563.544434
	Iteration 15Q: 3 clusters Score -1139928 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1140060.750000 Penalty: 4563.544434
	Iteration 16Q: 3 clusters Score -1140061 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1140169.000000 Penalty: 4563.544434
	Iteration 17Q: 3 clusters Score -1140169 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1140261.875000 Penalty: 4563.544434
	Iteration 18Q: 3 clusters Score -1140262 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1140324.750000 Penalty: 4563.544434
	Iteration 19Q: 3 clusters Score -1140325 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1140365.125000 Penalty: 4563.544434
	Iteration 20F: 3 clusters Score -1140365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1140403.625000 Penalty: 4563.544434
	Iteration 21Q: 3 clusters Score -1140404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1140440.125000 Penalty: 4563.544434
	Iteration 22Q: 3 clusters Score -1140440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1140470.625000 Penalty: 4563.544434
	Iteration 23Q: 3 clusters Score -1140471 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1140503.125000 Penalty: 4563.544434
	Iteration 24Q: 3 clusters Score -1140503 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1140537.125000 Penalty: 4563.544434
	Iteration 25Q: 3 clusters Score -1140537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1140556.250000 Penalty: 4563.544434
	Iteration 26Q: 3 clusters Score -1140556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1140573.000000 Penalty: 4563.544434
	Iteration 27Q: 3 clusters Score -1140573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1140578.750000 Penalty: 4563.544434
	Iteration 28Q: 3 clusters Score -1140579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1140583.625000 Penalty: 4563.544434
	Iteration 29Q: 3 clusters Score -1140584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1140588.750000 Penalty: 4563.544434
	Iteration 30Q: 3 clusters Score -1140589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1140590.750000 Penalty: 4563.544434
	Iteration 31Q: 3 clusters Score -1140591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1140591.250000 Penalty: 4563.544434
	Iteration 32Q: 3 clusters Score -1140591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1140593.375000 Penalty: 4563.544434
	Iteration 33Q: 3 clusters Score -1140593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1140595.750000 Penalty: 4563.544434
	Iteration 34Q: 3 clusters Score -1140596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1140595.625000 Penalty: 4563.544434
	Iteration 35Q: 3 clusters Score -1140596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1140595.625000 Penalty: 4563.544434
	Iteration 36Q: 3 clusters Score -1140596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1140599.875000 Penalty: 4563.544434
	Iteration 37Q: 3 clusters Score -1140600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1140601.000000 Penalty: 4563.544434
	Iteration 38Q: 3 clusters Score -1140601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1140601.000000 Penalty: 4563.544434
	Iteration 39F: 3 clusters Score -1140601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -239978.640625 Penalty: 1885.766724
	Iteration 0F: 2 clusters Score -239978.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -237336.593750 Penalty: 3771.533447
	Iteration 0F: 3 clusters Score -237336.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -237805.140625 Penalty: 3771.533447
	Iteration 1F: 3 clusters Score -237805.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -237922.796875 Penalty: 3771.533447
	Iteration 2F: 3 clusters Score -237922.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -237987.546875 Penalty: 3771.533447
	Iteration 3Q: 3 clusters Score -237987.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -238018.875000 Penalty: 3771.533447
	Iteration 4Q: 3 clusters Score -238018.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -238038.906250 Penalty: 3771.533447
	Iteration 5Q: 3 clusters Score -238038.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -238051.546875 Penalty: 3771.533447
	Iteration 6Q: 3 clusters Score -238051.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -238065.937500 Penalty: 3771.533447
	Iteration 7Q: 3 clusters Score -238065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -238072.218750 Penalty: 3771.533447
	Iteration 8Q: 3 clusters Score -238072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -238076.140625 Penalty: 3771.533447
	Iteration 9Q: 3 clusters Score -238076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -238077.953125 Penalty: 3771.533447
	Iteration 10Q: 3 clusters Score -238078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -238080.109375 Penalty: 3771.533447
	Iteration 11Q: 3 clusters Score -238080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -238081.250000 Penalty: 3771.533447
	Iteration 12Q: 3 clusters Score -238081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -238082.031250 Penalty: 3771.533447
	Iteration 13Q: 3 clusters Score -238082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -238083.890625 Penalty: 3771.533447
	Iteration 14Q: 3 clusters Score -238083.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -238084.625000 Penalty: 3771.533447
	Iteration 15Q: 3 clusters Score -238084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -238086.328125 Penalty: 3771.533447
	Iteration 16Q: 3 clusters Score -238086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -238087.125000 Penalty: 3771.533447
	Iteration 17Q: 3 clusters Score -238087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -238088.453125 Penalty: 3771.533447
	Iteration 18Q: 3 clusters Score -238088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -238088.734375 Penalty: 3771.533447
	Iteration 19Q: 3 clusters Score -238088.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -238088.734375 Penalty: 3771.533447
	Iteration 20F: 3 clusters Score -238088.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -53227.363281 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -53227.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51678.316406 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -51678.32 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51904.871094 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -51904.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51992.066406 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -51992.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52078.816406 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -52078.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52134.074219 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -52134.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52181.949219 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -52181.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52240.941406 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -52240.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52295.406250 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -52295.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52313.425781 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -52313.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52340.511719 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -52340.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52363.734375 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -52363.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52386.312500 Penalty: 3148.305176
	Iteration 11Q: 3 clusters Score -52386.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52396.402344 Penalty: 3148.305176
	Iteration 12Q: 3 clusters Score -52396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52400.593750 Penalty: 3148.305176
	Iteration 13Q: 3 clusters Score -52400.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52403.937500 Penalty: 3148.305176
	Iteration 14Q: 3 clusters Score -52403.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52406.183594 Penalty: 3148.305176
	Iteration 15F: 3 clusters Score -52406.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52419.757812 Penalty: 3148.305176
	Iteration 16Q: 3 clusters Score -52419.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52441.406250 Penalty: 3148.305176
	Iteration 17Q: 3 clusters Score -52441.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52456.179688 Penalty: 3148.305176
	Iteration 18Q: 3 clusters Score -52456.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52471.613281 Penalty: 3148.305176
	Iteration 19Q: 3 clusters Score -52471.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52509.132812 Penalty: 3148.305176
	Iteration 20F: 3 clusters Score -52509.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52576.593750 Penalty: 3148.305176
	Iteration 21Q: 3 clusters Score -52576.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52646.808594 Penalty: 3148.305176
	Iteration 22Q: 3 clusters Score -52646.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52758.042969 Penalty: 3148.305176
	Iteration 23Q: 3 clusters Score -52758.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52869.031250 Penalty: 3148.305176
	Iteration 24Q: 3 clusters Score -52869.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52935.453125 Penalty: 3148.305176
	Iteration 25Q: 3 clusters Score -52935.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53008.359375 Penalty: 3148.305176
	Iteration 26Q: 3 clusters Score -53008.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53030.980469 Penalty: 3148.305176
	Iteration 27Q: 3 clusters Score -53030.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53046.281250 Penalty: 3148.305176
	Iteration 28Q: 3 clusters Score -53046.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53054.894531 Penalty: 3148.305176
	Iteration 29Q: 3 clusters Score -53054.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53062.863281 Penalty: 3148.305176
	Iteration 30Q: 3 clusters Score -53062.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53070.066406 Penalty: 3148.305176
	Iteration 31F: 3 clusters Score -53070.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53096.308594 Penalty: 3148.305176
	Iteration 32Q: 3 clusters Score -53096.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53096.957031 Penalty: 3148.305176
	Iteration 33Q: 3 clusters Score -53096.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53096.957031 Penalty: 3148.305176
	Iteration 34F: 3 clusters Score -53096.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -218649.734375 Penalty: 1825.621094
	Iteration 0F: 2 clusters Score -218649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -216355.093750 Penalty: 3651.242188
	Iteration 0F: 3 clusters Score -216355.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -216965.984375 Penalty: 3651.242188
	Iteration 1F: 3 clusters Score -216966 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -217247.843750 Penalty: 3651.242188
	Iteration 2F: 3 clusters Score -217247.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -217438.375000 Penalty: 3651.242188
	Iteration 3F: 3 clusters Score -217438.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -217550.953125 Penalty: 3651.242188
	Iteration 4Q: 3 clusters Score -217551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -217634.265625 Penalty: 3651.242188
	Iteration 5Q: 3 clusters Score -217634.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -217703.609375 Penalty: 3651.242188
	Iteration 6Q: 3 clusters Score -217703.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -217755.531250 Penalty: 3651.242188
	Iteration 7Q: 3 clusters Score -217755.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -217799.734375 Penalty: 3651.242188
	Iteration 8Q: 3 clusters Score -217799.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217829.171875 Penalty: 3651.242188
	Iteration 9Q: 3 clusters Score -217829.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -217856.484375 Penalty: 3651.242188
	Iteration 10Q: 3 clusters Score -217856.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -217879.031250 Penalty: 3651.242188
	Iteration 11Q: 3 clusters Score -217879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -217896.765625 Penalty: 3651.242188
	Iteration 12Q: 3 clusters Score -217896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -217901.671875 Penalty: 3651.242188
	Iteration 13Q: 3 clusters Score -217901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -217907.468750 Penalty: 3651.242188
	Iteration 14Q: 3 clusters Score -217907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -217912.250000 Penalty: 3651.242188
	Iteration 15Q: 3 clusters Score -217912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -217918.000000 Penalty: 3651.242188
	Iteration 16Q: 3 clusters Score -217918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -217918.906250 Penalty: 3651.242188
	Iteration 17Q: 3 clusters Score -217918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -217920.640625 Penalty: 3651.242188
	Iteration 18Q: 3 clusters Score -217920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -217920.640625 Penalty: 3651.242188
	Iteration 19F: 3 clusters Score -217920.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Entering Unmasked Estep 
Score: -999763.562500 Penalty: 2244.791748
	Iteration 0F: 2 clusters Score -999763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -993028.437500 Penalty: 4489.583496
	Iteration 0F: 3 clusters Score -993028.4 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -994919.875000 Penalty: 4489.583496
	Iteration 1F: 3 clusters Score -994919.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -995366.187500 Penalty: 4489.583496
	Iteration 2F: 3 clusters Score -995366.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -995838.437500 Penalty: 4489.583496
	Iteration 3F: 3 clusters Score -995838.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -996301.187500 Penalty: 4489.583496
	Iteration 4F: 3 clusters Score -996301.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -996682.375000 Penalty: 4489.583496
	Iteration 5F: 3 clusters Score -996682.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -996974.437500 Penalty: 4489.583496
	Iteration 6F: 3 clusters Score -996974.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -997151.187500 Penalty: 4489.583496
	Iteration 7Q: 3 clusters Score -997151.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -997304.000000 Penalty: 4489.583496
	Iteration 8Q: 3 clusters Score -997304 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -997396.500000 Penalty: 4489.583496
	Iteration 9Q: 3 clusters Score -997396.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -997452.500000 Penalty: 4489.583496
	Iteration 10Q: 3 clusters Score -997452.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -997494.937500 Penalty: 4489.583496
	Iteration 11Q: 3 clusters Score -997494.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -997524.125000 Penalty: 4489.583496
	Iteration 12Q: 3 clusters Score -997524.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -997546.437500 Penalty: 4489.583496
	Iteration 13Q: 3 clusters Score -997546.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -997561.750000 Penalty: 4489.583496
	Iteration 14Q: 3 clusters Score -997561.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -997579.625000 Penalty: 4489.583496
	Iteration 15Q: 3 clusters Score -997579.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -997599.187500 Penalty: 4489.583496
	Iteration 16Q: 3 clusters Score -997599.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -997612.062500 Penalty: 4489.583496
	Iteration 17Q: 3 clusters Score -997612.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -997618.437500 Penalty: 4489.583496
	Iteration 18Q: 3 clusters Score -997618.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -997629.187500 Penalty: 4489.583496
	Iteration 19Q: 3 clusters Score -997629.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -997637.687500 Penalty: 4489.583496
	Iteration 20F: 3 clusters Score -997637.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -997642.437500 Penalty: 4489.583496
	Iteration 21Q: 3 clusters Score -997642.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -997649.250000 Penalty: 4489.583496
	Iteration 22Q: 3 clusters Score -997649.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -997658.375000 Penalty: 4489.583496
	Iteration 23Q: 3 clusters Score -997658.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -997663.562500 Penalty: 4489.583496
	Iteration 24Q: 3 clusters Score -997663.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -997670.750000 Penalty: 4489.583496
	Iteration 25Q: 3 clusters Score -997670.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -997678.312500 Penalty: 4489.583496
	Iteration 26Q: 3 clusters Score -997678.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -997681.187500 Penalty: 4489.583496
	Iteration 27Q: 3 clusters Score -997681.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -997691.562500 Penalty: 4489.583496
	Iteration 28Q: 3 clusters Score -997691.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -997696.125000 Penalty: 4489.583496
	Iteration 29Q: 3 clusters Score -997696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -997700.250000 Penalty: 4489.583496
	Iteration 30Q: 3 clusters Score -997700.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -997701.562500 Penalty: 4489.583496
	Iteration 31Q: 3 clusters Score -997701.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -997703.375000 Penalty: 4489.583496
	Iteration 32Q: 3 clusters Score -997703.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -997707.062500 Penalty: 4489.583496
	Iteration 33Q: 3 clusters Score -997707.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -997715.625000 Penalty: 4489.583496
	Iteration 34Q: 3 clusters Score -997715.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -997723.250000 Penalty: 4489.583496
	Iteration 35Q: 3 clusters Score -997723.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -997729.812500 Penalty: 4489.583496
	Iteration 36Q: 3 clusters Score -997729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -997733.312500 Penalty: 4489.583496
	Iteration 37Q: 3 clusters Score -997733.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -997735.062500 Penalty: 4489.583496
	Iteration 38Q: 3 clusters Score -997735.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -997735.812500 Penalty: 4489.583496
	Iteration 39Q: 3 clusters Score -997735.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -997740.937500 Penalty: 4489.583496
	Iteration 40F: 3 clusters Score -997740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -997748.312500 Penalty: 4489.583496
	Iteration 41Q: 3 clusters Score -997748.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -997750.937500 Penalty: 4489.583496
	Iteration 42Q: 3 clusters Score -997750.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -997759.625000 Penalty: 4489.583496
	Iteration 43Q: 3 clusters Score -997759.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -997764.375000 Penalty: 4489.583496
	Iteration 44Q: 3 clusters Score -997764.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -997774.562500 Penalty: 4489.583496
	Iteration 45Q: 3 clusters Score -997774.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -997780.375000 Penalty: 4489.583496
	Iteration 46Q: 3 clusters Score -997780.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -997788.625000 Penalty: 4489.583496
	Iteration 47Q: 3 clusters Score -997788.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -997792.000000 Penalty: 4489.583496
	Iteration 48Q: 3 clusters Score -997792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -997793.562500 Penalty: 4489.583496
	Iteration 49Q: 3 clusters Score -997793.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -997797.937500 Penalty: 4489.583496
	Iteration 50Q: 3 clusters Score -997797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -997799.312500 Penalty: 4489.583496
	Iteration 51Q: 3 clusters Score -997799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -997803.000000 Penalty: 4489.583496
	Iteration 52Q: 3 clusters Score -997803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -997802.937500 Penalty: 4489.583496
	Iteration 53Q: 3 clusters Score -997802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -997805.625000 Penalty: 4489.583496
	Iteration 54Q: 3 clusters Score -997805.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -997803.312500 Penalty: 4489.583496
	Iteration 55Q: 3 clusters Score -997803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -997801.687500 Penalty: 4489.583496
	Iteration 56Q: 3 clusters Score -997801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -997801.937500 Penalty: 4489.583496
	Iteration 57Q: 3 clusters Score -997801.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -997804.062500 Penalty: 4489.583496
	Iteration 58Q: 3 clusters Score -997804.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -997804.250000 Penalty: 4489.583496
	Iteration 59Q: 3 clusters Score -997804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -997804.250000 Penalty: 4489.583496
	Iteration 60F: 3 clusters Score -997804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -237499.906250 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -237499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -234849.078125 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -234849.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -235320.375000 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -235320.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -235436.218750 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -235436.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -235489.750000 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -235489.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -235520.843750 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -235520.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -235550.375000 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -235550.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -235566.828125 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -235566.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -235582.140625 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -235582.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -235597.203125 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -235597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -235607.218750 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -235607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -235609.343750 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -235609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -235613.953125 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -235614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -235617.890625 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -235617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -235619.140625 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -235619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -235619.765625 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -235619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -235620.187500 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -235620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -235620.515625 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -235620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -235620.890625 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -235620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -235621.859375 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -235621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -235622.812500 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -235622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -235622.812500 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -235622.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1323911.000000 Penalty: 2309.911621
	Iteration 0F: 2 clusters Score -1323911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1315484.625000 Penalty: 4619.823242
	Iteration 0F: 3 clusters Score -1315485 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1318020.750000 Penalty: 4619.823242
	Iteration 1F: 3 clusters Score -1318021 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1318340.125000 Penalty: 4619.823242
	Iteration 2F: 3 clusters Score -1318340 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1318565.000000 Penalty: 4619.823242
	Iteration 3Q: 3 clusters Score -1318565 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1318741.875000 Penalty: 4619.823242
	Iteration 4Q: 3 clusters Score -1318742 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1318899.125000 Penalty: 4619.823242
	Iteration 5Q: 3 clusters Score -1318899 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1319075.375000 Penalty: 4619.823242
	Iteration 6Q: 3 clusters Score -1319075 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1319308.375000 Penalty: 4619.823242
	Iteration 7Q: 3 clusters Score -1319308 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1319531.625000 Penalty: 4619.823242
	Iteration 8Q: 3 clusters Score -1319532 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1319732.500000 Penalty: 4619.823242
	Iteration 9Q: 3 clusters Score -1319732 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1319910.375000 Penalty: 4619.823242
	Iteration 10Q: 3 clusters Score -1319910 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1320065.500000 Penalty: 4619.823242
	Iteration 11Q: 3 clusters Score -1320066 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1320194.875000 Penalty: 4619.823242
	Iteration 12Q: 3 clusters Score -1320195 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1320301.625000 Penalty: 4619.823242
	Iteration 13Q: 3 clusters Score -1320302 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1320395.750000 Penalty: 4619.823242
	Iteration 14Q: 3 clusters Score -1320396 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1320479.500000 Penalty: 4619.823242
	Iteration 15Q: 3 clusters Score -1320480 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1320540.000000 Penalty: 4619.823242
	Iteration 16Q: 3 clusters Score -1320540 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1320597.500000 Penalty: 4619.823242
	Iteration 17Q: 3 clusters Score -1320598 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1320632.500000 Penalty: 4619.823242
	Iteration 18Q: 3 clusters Score -1320632 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1320666.000000 Penalty: 4619.823242
	Iteration 19Q: 3 clusters Score -1320666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1320690.250000 Penalty: 4619.823242
	Iteration 20F: 3 clusters Score -1320690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1320717.500000 Penalty: 4619.823242
	Iteration 21Q: 3 clusters Score -1320718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1320742.500000 Penalty: 4619.823242
	Iteration 22Q: 3 clusters Score -1320742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1320757.875000 Penalty: 4619.823242
	Iteration 23Q: 3 clusters Score -1320758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1320773.750000 Penalty: 4619.823242
	Iteration 24Q: 3 clusters Score -1320774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1320789.000000 Penalty: 4619.823242
	Iteration 25Q: 3 clusters Score -1320789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1320801.750000 Penalty: 4619.823242
	Iteration 26Q: 3 clusters Score -1320802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1320809.750000 Penalty: 4619.823242
	Iteration 27Q: 3 clusters Score -1320810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1320818.625000 Penalty: 4619.823242
	Iteration 28Q: 3 clusters Score -1320819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1320825.500000 Penalty: 4619.823242
	Iteration 29Q: 3 clusters Score -1320826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1320830.750000 Penalty: 4619.823242
	Iteration 30Q: 3 clusters Score -1320831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1320833.625000 Penalty: 4619.823242
	Iteration 31Q: 3 clusters Score -1320834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1320840.625000 Penalty: 4619.823242
	Iteration 32Q: 3 clusters Score -1320841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1320840.750000 Penalty: 4619.823242
	Iteration 33Q: 3 clusters Score -1320841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1320843.750000 Penalty: 4619.823242
	Iteration 34Q: 3 clusters Score -1320844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1320845.750000 Penalty: 4619.823242
	Iteration 35Q: 3 clusters Score -1320846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1320849.750000 Penalty: 4619.823242
	Iteration 36Q: 3 clusters Score -1320850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1320852.250000 Penalty: 4619.823242
	Iteration 37Q: 3 clusters Score -1320852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1320857.250000 Penalty: 4619.823242
	Iteration 38Q: 3 clusters Score -1320857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1320856.750000 Penalty: 4619.823242
	Iteration 39Q: 3 clusters Score -1320857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1320858.875000 Penalty: 4619.823242
	Iteration 40F: 3 clusters Score -1320859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1320862.625000 Penalty: 4619.823242
	Iteration 41Q: 3 clusters Score -1320863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1320864.250000 Penalty: 4619.823242
	Iteration 42Q: 3 clusters Score -1320864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1320867.375000 Penalty: 4619.823242
	Iteration 43Q: 3 clusters Score -1320867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1320865.125000 Penalty: 4619.823242
	Iteration 44Q: 3 clusters Score -1320865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1320865.250000 Penalty: 4619.823242
	Iteration 45Q: 3 clusters Score -1320865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1320867.875000 Penalty: 4619.823242
	Iteration 46Q: 3 clusters Score -1320868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1320871.625000 Penalty: 4619.823242
	Iteration 47Q: 3 clusters Score -1320872 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1320878 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1320885 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1320887 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1320892 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1320893 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1320899 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1320906 nChanged 34
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Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4004 members 
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	Iteration 55Q: 3 clusters Score -1320907 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1320914.625000 Penalty: 4619.823242
	Iteration 56Q: 3 clusters Score -1320915 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1320919 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1320926 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1320933 nChanged 27
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Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1320937 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1320948 nChanged 47
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Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1320953 nChanged 47
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Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3734 members 
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	Iteration 64Q: 3 clusters Score -1320958 nChanged 39
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Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1320971 nChanged 45
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Mstep: Class 1 contains 7430 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1320982 nChanged 37
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Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3627 members 
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	Iteration 67Q: 3 clusters Score -1320988 nChanged 42
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Mstep: Class 1 contains 7507 members 
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	Iteration 68Q: 3 clusters Score -1320996 nChanged 42
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Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1321006 nChanged 41
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Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1321009 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1321020 nChanged 38
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Mstep: Class 1 contains 7644 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1321024 nChanged 40
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Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3410 members 
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Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1321040 nChanged 58
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Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3309 members 
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	Iteration 75Q: 3 clusters Score -1321054 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1321060 nChanged 48
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Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1321088 nChanged 59
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Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3116 members 
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	Iteration 79Q: 3 clusters Score -1321097 nChanged 56
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Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3062 members 
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	Iteration 80F: 3 clusters Score -1321107 nChanged 65
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Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2999 members 
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Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2933 members 
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	Iteration 82Q: 3 clusters Score -1321141 nChanged 72
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Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2865 members 
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	Iteration 83Q: 3 clusters Score -1321153 nChanged 61
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Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2804 members 
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	Iteration 84Q: 3 clusters Score -1321175 nChanged 55
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Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2755 members 
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	Iteration 85Q: 3 clusters Score -1321189 nChanged 62
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Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2693 members 
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	Iteration 86Q: 3 clusters Score -1321204 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1321218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1321232 nChanged 49
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Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1321245 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1321254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1321268 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1321280 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1321294 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2299 members 
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	Iteration 94Q: 3 clusters Score -1321308 nChanged 68
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Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1321334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1321361 nChanged 71
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Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1321384 nChanged 78
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Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1321411 nChanged 75
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Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1321436 nChanged 86
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Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1321478 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1321514 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1321546 nChanged 72
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Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1321574 nChanged 67
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Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1321598 nChanged 71
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Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1321628 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1321667 nChanged 67
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Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1321690 nChanged 55
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Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1321709 nChanged 51
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Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1321730 nChanged 50
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Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1321756 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1321773 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1117 members 
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	Iteration 112Q: 3 clusters Score -1321789 nChanged 33
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Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1321806.250000 Penalty: 4619.823242
	Iteration 113Q: 3 clusters Score -1321806 nChanged 28
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Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1321819.125000 Penalty: 4619.823242
	Iteration 114Q: 3 clusters Score -1321819 nChanged 26
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Mstep: Class 1 contains 10058 members 
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	Iteration 115Q: 3 clusters Score -1321835 nChanged 28
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Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1321844.000000 Penalty: 4619.823242
	Iteration 116Q: 3 clusters Score -1321844 nChanged 23
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Mstep: Class 1 contains 10101 members 
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Score: -1321854.500000 Penalty: 4619.823242
	Iteration 117Q: 3 clusters Score -1321854 nChanged 16
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Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1321858.625000 Penalty: 4619.823242
	Iteration 118Q: 3 clusters Score -1321859 nChanged 17
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Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1321863.500000 Penalty: 4619.823242
	Iteration 119Q: 3 clusters Score -1321864 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1321871.875000 Penalty: 4619.823242
	Iteration 120F: 3 clusters Score -1321872 nChanged 14
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Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1321879 nChanged 12
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Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1321883.000000 Penalty: 4619.823242
	Iteration 122Q: 3 clusters Score -1321883 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1321886 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1321890 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1321893.250000 Penalty: 4619.823242
	Iteration 125Q: 3 clusters Score -1321893 nChanged 5
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Mstep: Class 1 contains 10186 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1321896 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1321899 nChanged 6
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Mstep: Class 1 contains 10197 members 
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Entering Unmasked Estep 
Score: -1321900.625000 Penalty: 4619.823242
	Iteration 128Q: 3 clusters Score -1321901 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1321903.250000 Penalty: 4619.823242
	Iteration 129Q: 3 clusters Score -1321903 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1321905 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1321910 nChanged 2
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Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1321909 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1321911.500000 Penalty: 4619.823242
	Iteration 133Q: 3 clusters Score -1321912 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1321916.875000 Penalty: 4619.823242
	Iteration 134Q: 3 clusters Score -1321917 nChanged 6
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Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1321920.750000 Penalty: 4619.823242
	Iteration 135Q: 3 clusters Score -1321921 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
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Entering Unmasked Estep 
Score: -1321922.250000 Penalty: 4619.823242
	Iteration 136Q: 3 clusters Score -1321922 nChanged 7
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Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1321927.250000 Penalty: 4619.823242
	Iteration 137Q: 3 clusters Score -1321927 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1321929.875000 Penalty: 4619.823242
	Iteration 138Q: 3 clusters Score -1321930 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
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Entering Unmasked Estep 
Score: -1321932.375000 Penalty: 4619.823242
	Iteration 139Q: 3 clusters Score -1321932 nChanged 3
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Mstep: Class 1 contains 10265 members 
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Entering Unmasked Estep 
Score: -1321936.500000 Penalty: 4619.823242
	Iteration 140F: 3 clusters Score -1321936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1321935.875000 Penalty: 4619.823242
	Iteration 141Q: 3 clusters Score -1321936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1321935.875000 Penalty: 4619.823242
	Iteration 142F: 3 clusters Score -1321936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Entering Unmasked Estep 
Score: -567791.625000 Penalty: 2140.900391
	Iteration 0F: 2 clusters Score -567791.6 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 2868 members 
Entering Unmasked Estep 
Score: -562893.437500 Penalty: 4281.800781
	Iteration 0F: 3 clusters Score -562893.4 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -564252.500000 Penalty: 4281.800781
	Iteration 1F: 3 clusters Score -564252.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -564603.312500 Penalty: 4281.800781
	Iteration 2F: 3 clusters Score -564603.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -564872.000000 Penalty: 4281.800781
	Iteration 3F: 3 clusters Score -564872 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -565099.000000 Penalty: 4281.800781
	Iteration 4F: 3 clusters Score -565099 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -565282.125000 Penalty: 4281.800781
	Iteration 5Q: 3 clusters Score -565282.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -565486.375000 Penalty: 4281.800781
	Iteration 6Q: 3 clusters Score -565486.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -565742.437500 Penalty: 4281.800781
	Iteration 7Q: 3 clusters Score -565742.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -566005.937500 Penalty: 4281.800781
	Iteration 8Q: 3 clusters Score -566005.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -566216.875000 Penalty: 4281.800781
	Iteration 9Q: 3 clusters Score -566216.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -566383.312500 Penalty: 4281.800781
	Iteration 10Q: 3 clusters Score -566383.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -566523.875000 Penalty: 4281.800781
	Iteration 11Q: 3 clusters Score -566523.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -566620.375000 Penalty: 4281.800781
	Iteration 12Q: 3 clusters Score -566620.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -566702.000000 Penalty: 4281.800781
	Iteration 13Q: 3 clusters Score -566702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -566760.625000 Penalty: 4281.800781
	Iteration 14Q: 3 clusters Score -566760.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -566802.250000 Penalty: 4281.800781
	Iteration 15Q: 3 clusters Score -566802.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -566832.125000 Penalty: 4281.800781
	Iteration 16Q: 3 clusters Score -566832.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -566852.812500 Penalty: 4281.800781
	Iteration 17Q: 3 clusters Score -566852.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -566873.375000 Penalty: 4281.800781
	Iteration 18Q: 3 clusters Score -566873.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -566882.875000 Penalty: 4281.800781
	Iteration 19Q: 3 clusters Score -566882.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -566893.562500 Penalty: 4281.800781
	Iteration 20F: 3 clusters Score -566893.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -566902.062500 Penalty: 4281.800781
	Iteration 21Q: 3 clusters Score -566902.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -566906.687500 Penalty: 4281.800781
	Iteration 22Q: 3 clusters Score -566906.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -566908.312500 Penalty: 4281.800781
	Iteration 23Q: 3 clusters Score -566908.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -566909.500000 Penalty: 4281.800781
	Iteration 24Q: 3 clusters Score -566909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -566910.875000 Penalty: 4281.800781
	Iteration 25Q: 3 clusters Score -566910.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -566913.437500 Penalty: 4281.800781
	Iteration 26Q: 3 clusters Score -566913.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -566914.687500 Penalty: 4281.800781
	Iteration 27Q: 3 clusters Score -566914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -566914.875000 Penalty: 4281.800781
	Iteration 28Q: 3 clusters Score -566914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -566915.375000 Penalty: 4281.800781
	Iteration 29Q: 3 clusters Score -566915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -566915.375000 Penalty: 4281.800781
	Iteration 30F: 3 clusters Score -566915.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -44073.968750 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -44073.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42726.445312 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -42726.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42867.292969 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -42867.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42992.992188 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -42992.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43068.023438 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -43068.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43143.847656 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -43143.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43175.500000 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -43175.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43198.652344 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -43198.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43223.707031 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -43223.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43230.355469 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -43230.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43237.421875 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -43237.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43237.421875 Penalty: 2868.777344
	Iteration 10F: 3 clusters Score -43237.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -565148.812500 Penalty: 2109.771484
	Iteration 0F: 2 clusters Score -565148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -560658.812500 Penalty: 4219.542969
	Iteration 0F: 3 clusters Score -560658.8 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -561762.187500 Penalty: 4219.542969
	Iteration 1F: 3 clusters Score -561762.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -562044.937500 Penalty: 4219.542969
	Iteration 2F: 3 clusters Score -562044.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -562306.937500 Penalty: 4219.542969
	Iteration 3F: 3 clusters Score -562306.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -562602.750000 Penalty: 4219.542969
	Iteration 4F: 3 clusters Score -562602.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -562961.375000 Penalty: 4219.542969
	Iteration 5F: 3 clusters Score -562961.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -563319.125000 Penalty: 4219.542969
	Iteration 6F: 3 clusters Score -563319.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -563645.312500 Penalty: 4219.542969
	Iteration 7F: 3 clusters Score -563645.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -563931.750000 Penalty: 4219.542969
	Iteration 8F: 3 clusters Score -563931.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -564166.812500 Penalty: 4219.542969
	Iteration 9Q: 3 clusters Score -564166.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -564350.125000 Penalty: 4219.542969
	Iteration 10Q: 3 clusters Score -564350.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -564468.687500 Penalty: 4219.542969
	Iteration 11Q: 3 clusters Score -564468.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -564543.062500 Penalty: 4219.542969
	Iteration 12Q: 3 clusters Score -564543.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -564581.625000 Penalty: 4219.542969
	Iteration 13Q: 3 clusters Score -564581.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -564614.187500 Penalty: 4219.542969
	Iteration 14Q: 3 clusters Score -564614.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -564649.750000 Penalty: 4219.542969
	Iteration 15Q: 3 clusters Score -564649.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -564671.812500 Penalty: 4219.542969
	Iteration 16Q: 3 clusters Score -564671.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -564681.250000 Penalty: 4219.542969
	Iteration 17Q: 3 clusters Score -564681.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -564690.312500 Penalty: 4219.542969
	Iteration 18Q: 3 clusters Score -564690.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -564691.937500 Penalty: 4219.542969
	Iteration 19Q: 3 clusters Score -564691.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -564693.000000 Penalty: 4219.542969
	Iteration 20F: 3 clusters Score -564693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -564695.250000 Penalty: 4219.542969
	Iteration 21Q: 3 clusters Score -564695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -564695.750000 Penalty: 4219.542969
	Iteration 22Q: 3 clusters Score -564695.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -564697.125000 Penalty: 4219.542969
	Iteration 23Q: 3 clusters Score -564697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -564698.812500 Penalty: 4219.542969
	Iteration 24Q: 3 clusters Score -564698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -564698.812500 Penalty: 4219.542969
	Iteration 25F: 3 clusters Score -564698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Entering Unmasked Estep 
Score: -3866012.750000 Penalty: 2586.131592
	Iteration 0F: 2 clusters Score -3866013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3843044.000000 Penalty: 5172.263184
	Iteration 0F: 3 clusters Score -3843044 nChanged 15172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3851505.750000 Penalty: 5172.263184
	Iteration 1F: 3 clusters Score -3851506 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3852230.000000 Penalty: 5172.263184
	Iteration 2F: 3 clusters Score -3852230 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3853263.000000 Penalty: 5172.263184
	Iteration 3F: 3 clusters Score -3853263 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3854789.750000 Penalty: 5172.263184
	Iteration 4F: 3 clusters Score -3854790 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3856698.500000 Penalty: 5172.263184
	Iteration 5F: 3 clusters Score -3856698 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3858503.250000 Penalty: 5172.263184
	Iteration 6F: 3 clusters Score -3858503 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3859955.500000 Penalty: 5172.263184
	Iteration 7F: 3 clusters Score -3859956 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3861018.000000 Penalty: 5172.263184
	Iteration 8Q: 3 clusters Score -3861018 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3861755.000000 Penalty: 5172.263184
	Iteration 9Q: 3 clusters Score -3861755 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3862299.500000 Penalty: 5172.263184
	Iteration 10Q: 3 clusters Score -3862300 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3862665.250000 Penalty: 5172.263184
	Iteration 11Q: 3 clusters Score -3862665 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3862950.500000 Penalty: 5172.263184
	Iteration 12Q: 3 clusters Score -3862950 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3863134.500000 Penalty: 5172.263184
	Iteration 13Q: 3 clusters Score -3863134 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3863282.000000 Penalty: 5172.263184
	Iteration 14Q: 3 clusters Score -3863282 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3863370.750000 Penalty: 5172.263184
	Iteration 15Q: 3 clusters Score -3863371 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3863436.250000 Penalty: 5172.263184
	Iteration 16Q: 3 clusters Score -3863436 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3863460.500000 Penalty: 5172.263184
	Iteration 17Q: 3 clusters Score -3863460 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3863491.000000 Penalty: 5172.263184
	Iteration 18Q: 3 clusters Score -3863491 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3863523.000000 Penalty: 5172.263184
	Iteration 19Q: 3 clusters Score -3863523 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3863556.000000 Penalty: 5172.263184
	Iteration 20F: 3 clusters Score -3863556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3863574.250000 Penalty: 5172.263184
	Iteration 21Q: 3 clusters Score -3863574 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3863595.750000 Penalty: 5172.263184
	Iteration 22Q: 3 clusters Score -3863596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3863603.750000 Penalty: 5172.263184
	Iteration 23Q: 3 clusters Score -3863604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3863610.250000 Penalty: 5172.263184
	Iteration 24Q: 3 clusters Score -3863610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3863618.500000 Penalty: 5172.263184
	Iteration 25Q: 3 clusters Score -3863618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3863642.000000 Penalty: 5172.263184
	Iteration 26Q: 3 clusters Score -3863642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3863659.500000 Penalty: 5172.263184
	Iteration 27Q: 3 clusters Score -3863660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3863683.000000 Penalty: 5172.263184
	Iteration 28Q: 3 clusters Score -3863683 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3863706.750000 Penalty: 5172.263184
	Iteration 29Q: 3 clusters Score -3863707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3863721.500000 Penalty: 5172.263184
	Iteration 30Q: 3 clusters Score -3863722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3863741.500000 Penalty: 5172.263184
	Iteration 31Q: 3 clusters Score -3863742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3863746.250000 Penalty: 5172.263184
	Iteration 32Q: 3 clusters Score -3863746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3863757.000000 Penalty: 5172.263184
	Iteration 33Q: 3 clusters Score -3863757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3863762.250000 Penalty: 5172.263184
	Iteration 34Q: 3 clusters Score -3863762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3863773.500000 Penalty: 5172.263184
	Iteration 35Q: 3 clusters Score -3863774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3863776.750000 Penalty: 5172.263184
	Iteration 36Q: 3 clusters Score -3863777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3863781.000000 Penalty: 5172.263184
	Iteration 37Q: 3 clusters Score -3863781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3863785.250000 Penalty: 5172.263184
	Iteration 38Q: 3 clusters Score -3863785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3863782.500000 Penalty: 5172.263184
	Iteration 39Q: 3 clusters Score -3863782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3863786.500000 Penalty: 5172.263184
	Iteration 40F: 3 clusters Score -3863786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3863793.000000 Penalty: 5172.263184
	Iteration 41Q: 3 clusters Score -3863793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3863781.500000 Penalty: 5172.263184
	Iteration 42Q: 3 clusters Score -3863782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3863799.750000 Penalty: 5172.263184
	Iteration 43Q: 3 clusters Score -3863800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3863806.250000 Penalty: 5172.263184
	Iteration 44Q: 3 clusters Score -3863806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3863808.500000 Penalty: 5172.263184
	Iteration 45Q: 3 clusters Score -3863808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3863807.750000 Penalty: 5172.263184
	Iteration 46Q: 3 clusters Score -3863808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3863807.250000 Penalty: 5172.263184
	Iteration 47Q: 3 clusters Score -3863807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3863810.000000 Penalty: 5172.263184
	Iteration 48Q: 3 clusters Score -3863810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3863811.750000 Penalty: 5172.263184
	Iteration 49Q: 3 clusters Score -3863812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3863822.000000 Penalty: 5172.263184
	Iteration 50Q: 3 clusters Score -3863822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3863814.500000 Penalty: 5172.263184
	Iteration 51Q: 3 clusters Score -3863814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3863813.750000 Penalty: 5172.263184
	Iteration 52Q: 3 clusters Score -3863814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3863816.000000 Penalty: 5172.263184
	Iteration 53Q: 3 clusters Score -3863816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3863825.750000 Penalty: 5172.263184
	Iteration 54Q: 3 clusters Score -3863826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3863823.500000 Penalty: 5172.263184
	Iteration 55Q: 3 clusters Score -3863824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3863827.250000 Penalty: 5172.263184
	Iteration 56Q: 3 clusters Score -3863827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3863830.500000 Penalty: 5172.263184
	Iteration 57Q: 3 clusters Score -3863830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3863833.250000 Penalty: 5172.263184
	Iteration 58Q: 3 clusters Score -3863833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3863835.250000 Penalty: 5172.263184
	Iteration 59Q: 3 clusters Score -3863835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3863838.500000 Penalty: 5172.263184
	Iteration 60F: 3 clusters Score -3863838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3863847.250000 Penalty: 5172.263184
	Iteration 61Q: 3 clusters Score -3863847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3863843.250000 Penalty: 5172.263184
	Iteration 62Q: 3 clusters Score -3863843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3863847.500000 Penalty: 5172.263184
	Iteration 63Q: 3 clusters Score -3863848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3863844.500000 Penalty: 5172.263184
	Iteration 64Q: 3 clusters Score -3863844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3863849.000000 Penalty: 5172.263184
	Iteration 65Q: 3 clusters Score -3863849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3863845.500000 Penalty: 5172.263184
	Iteration 66Q: 3 clusters Score -3863846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3863847.750000 Penalty: 5172.263184
	Iteration 67Q: 3 clusters Score -3863848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3863847.500000 Penalty: 5172.263184
	Iteration 68Q: 3 clusters Score -3863848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3863851.250000 Penalty: 5172.263184
	Iteration 69Q: 3 clusters Score -3863851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3863851.500000 Penalty: 5172.263184
	Iteration 70Q: 3 clusters Score -3863852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3863846.000000 Penalty: 5172.263184
	Iteration 71Q: 3 clusters Score -3863846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3863853.750000 Penalty: 5172.263184
	Iteration 72Q: 3 clusters Score -3863854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3863849.000000 Penalty: 5172.263184
	Iteration 73Q: 3 clusters Score -3863849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3863856.750000 Penalty: 5172.263184
	Iteration 74Q: 3 clusters Score -3863857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3863858.250000 Penalty: 5172.263184
	Iteration 75Q: 3 clusters Score -3863858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3863853.500000 Penalty: 5172.263184
	Iteration 76Q: 3 clusters Score -3863854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3863858.250000 Penalty: 5172.263184
	Iteration 77Q: 3 clusters Score -3863858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3863855.250000 Penalty: 5172.263184
	Iteration 78Q: 3 clusters Score -3863855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3863858.000000 Penalty: 5172.263184
	Iteration 79Q: 3 clusters Score -3863858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3863862.500000 Penalty: 5172.263184
	Iteration 80F: 3 clusters Score -3863862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3863854.250000 Penalty: 5172.263184
	Iteration 81Q: 3 clusters Score -3863854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3863857.000000 Penalty: 5172.263184
	Iteration 82Q: 3 clusters Score -3863857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3863855.250000 Penalty: 5172.263184
	Iteration 83Q: 3 clusters Score -3863855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3863855.500000 Penalty: 5172.263184
	Iteration 84Q: 3 clusters Score -3863856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3863855.750000 Penalty: 5172.263184
	Iteration 85Q: 3 clusters Score -3863856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3863852.500000 Penalty: 5172.263184
	Iteration 86Q: 3 clusters Score -3863852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3863857.000000 Penalty: 5172.263184
	Iteration 87Q: 3 clusters Score -3863857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3863857.750000 Penalty: 5172.263184
	Iteration 88Q: 3 clusters Score -3863858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3863860.250000 Penalty: 5172.263184
	Iteration 89Q: 3 clusters Score -3863860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3863860.000000 Penalty: 5172.263184
	Iteration 90Q: 3 clusters Score -3863860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3863865.250000 Penalty: 5172.263184
	Iteration 91Q: 3 clusters Score -3863865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3863866.000000 Penalty: 5172.263184
	Iteration 92Q: 3 clusters Score -3863866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3863866.000000 Penalty: 5172.263184
	Iteration 93F: 3 clusters Score -3863866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30793.501953 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -30793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29521.093750 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -29521.09 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29765.023438 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -29765.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29876.751953 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -29876.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29950.181641 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -29950.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30015.958984 Penalty: 3040.009033
	Iteration 4F: 3 clusters Score -30015.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30071.808594 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -30071.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -30124.945312 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -30124.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30184.431641 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -30184.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30217.255859 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -30217.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30222.587891 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -30222.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30241.111328 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -30241.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30249.470703 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -30249.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -30263.625000 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -30263.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30284.898438 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -30284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30293.513672 Penalty: 3040.009033
	Iteration 14Q: 3 clusters Score -30293.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30305.035156 Penalty: 3040.009033
	Iteration 15Q: 3 clusters Score -30305.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30310.222656 Penalty: 3040.009033
	Iteration 16F: 3 clusters Score -30310.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30349.492188 Penalty: 3040.009033
	Iteration 17Q: 3 clusters Score -30349.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30351.384766 Penalty: 3040.009033
	Iteration 18F: 3 clusters Score -30351.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30365.964844 Penalty: 3040.009033
	Iteration 19Q: 3 clusters Score -30365.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30373.259766 Penalty: 3040.009033
	Iteration 20F: 3 clusters Score -30373.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30401.173828 Penalty: 3040.009033
	Iteration 21Q: 3 clusters Score -30401.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30407.507812 Penalty: 3040.009033
	Iteration 22Q: 3 clusters Score -30407.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30408.835938 Penalty: 3040.009033
	Iteration 23Q: 3 clusters Score -30408.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30408.835938 Penalty: 3040.009033
	Iteration 24F: 3 clusters Score -30408.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -101228.523438 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -101228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99552.828125 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -99552.83 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99868.351562 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -99868.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100070.343750 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -100070.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100213.351562 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -100213.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100373.367188 Penalty: 3254.972412
	Iteration 4F: 3 clusters Score -100373.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100603.734375 Penalty: 3254.972412
	Iteration 5F: 3 clusters Score -100603.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -100686.953125 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -100687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100730.812500 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -100730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -100760.976562 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -100761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -100766.429688 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -100766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -100766.429688 Penalty: 3254.972412
	Iteration 10F: 3 clusters Score -100766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (25557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Entering Unmasked Estep 
Score: -2958785.500000 Penalty: 2516.869141
	Iteration 0F: 2 clusters Score -2958786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2941153.000000 Penalty: 5033.738281
	Iteration 0F: 3 clusters Score -2941153 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2947580.500000 Penalty: 5033.738281
	Iteration 1F: 3 clusters Score -2947580 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2948552.000000 Penalty: 5033.738281
	Iteration 2F: 3 clusters Score -2948552 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2949724.250000 Penalty: 5033.738281
	Iteration 3F: 3 clusters Score -2949724 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2951106.000000 Penalty: 5033.738281
	Iteration 4F: 3 clusters Score -2951106 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2952638.250000 Penalty: 5033.738281
	Iteration 5F: 3 clusters Score -2952638 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2954168.000000 Penalty: 5033.738281
	Iteration 6F: 3 clusters Score -2954168 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2955360.000000 Penalty: 5033.738281
	Iteration 7F: 3 clusters Score -2955360 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2956103.500000 Penalty: 5033.738281
	Iteration 8Q: 3 clusters Score -2956104 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2956570.500000 Penalty: 5033.738281
	Iteration 9Q: 3 clusters Score -2956570 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2956916.000000 Penalty: 5033.738281
	Iteration 10Q: 3 clusters Score -2956916 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2957233.000000 Penalty: 5033.738281
	Iteration 11Q: 3 clusters Score -2957233 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2957678.750000 Penalty: 5033.738281
	Iteration 12Q: 3 clusters Score -2957679 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2958159.750000 Penalty: 5033.738281
	Iteration 13Q: 3 clusters Score -2958160 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2958507.000000 Penalty: 5033.738281
	Iteration 14Q: 3 clusters Score -2958507 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2958643.750000 Penalty: 5033.738281
	Iteration 15Q: 3 clusters Score -2958644 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2958701.250000 Penalty: 5033.738281
	Iteration 16Q: 3 clusters Score -2958701 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2958742.500000 Penalty: 5033.738281
	Iteration 17Q: 3 clusters Score -2958742 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2958793.000000 Penalty: 5033.738281
	Iteration 18Q: 3 clusters Score -2958793 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2958807.000000 Penalty: 5033.738281
	Iteration 19Q: 3 clusters Score -2958807 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2958810.750000 Penalty: 5033.738281
	Iteration 20F: 3 clusters Score -2958811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2958838.750000 Penalty: 5033.738281
	Iteration 21Q: 3 clusters Score -2958839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2958845.000000 Penalty: 5033.738281
	Iteration 22Q: 3 clusters Score -2958845 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2958848.250000 Penalty: 5033.738281
	Iteration 23Q: 3 clusters Score -2958848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2958851.250000 Penalty: 5033.738281
	Iteration 24Q: 3 clusters Score -2958851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2958848.500000 Penalty: 5033.738281
	Iteration 25Q: 3 clusters Score -2958848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2958852.000000 Penalty: 5033.738281
	Iteration 26Q: 3 clusters Score -2958852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2958860.750000 Penalty: 5033.738281
	Iteration 27Q: 3 clusters Score -2958861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2958870.000000 Penalty: 5033.738281
	Iteration 28Q: 3 clusters Score -2958870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2958878.750000 Penalty: 5033.738281
	Iteration 29Q: 3 clusters Score -2958879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2958877.250000 Penalty: 5033.738281
	Iteration 30Q: 3 clusters Score -2958877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2958874.250000 Penalty: 5033.738281
	Iteration 31Q: 3 clusters Score -2958874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2958878.500000 Penalty: 5033.738281
	Iteration 32Q: 3 clusters Score -2958878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2958880.000000 Penalty: 5033.738281
	Iteration 33Q: 3 clusters Score -2958880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2958885.000000 Penalty: 5033.738281
	Iteration 34Q: 3 clusters Score -2958885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2958889.750000 Penalty: 5033.738281
	Iteration 35Q: 3 clusters Score -2958890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2958890.750000 Penalty: 5033.738281
	Iteration 36Q: 3 clusters Score -2958891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2958897.750000 Penalty: 5033.738281
	Iteration 37Q: 3 clusters Score -2958898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2958905.000000 Penalty: 5033.738281
	Iteration 38Q: 3 clusters Score -2958905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2958908.250000 Penalty: 5033.738281
	Iteration 39Q: 3 clusters Score -2958908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2958906.500000 Penalty: 5033.738281
	Iteration 40F: 3 clusters Score -2958906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2958922.250000 Penalty: 5033.738281
	Iteration 41Q: 3 clusters Score -2958922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2958923.750000 Penalty: 5033.738281
	Iteration 42Q: 3 clusters Score -2958924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2958931.500000 Penalty: 5033.738281
	Iteration 43Q: 3 clusters Score -2958932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2958934.000000 Penalty: 5033.738281
	Iteration 44Q: 3 clusters Score -2958934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2958935.000000 Penalty: 5033.738281
	Iteration 45Q: 3 clusters Score -2958935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2958939.250000 Penalty: 5033.738281
	Iteration 46Q: 3 clusters Score -2958939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2958944.250000 Penalty: 5033.738281
	Iteration 47Q: 3 clusters Score -2958944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2958950.500000 Penalty: 5033.738281
	Iteration 48Q: 3 clusters Score -2958950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2958953.250000 Penalty: 5033.738281
	Iteration 49Q: 3 clusters Score -2958953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2958954.500000 Penalty: 5033.738281
	Iteration 50Q: 3 clusters Score -2958954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2958958.250000 Penalty: 5033.738281
	Iteration 51Q: 3 clusters Score -2958958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2958963.750000 Penalty: 5033.738281
	Iteration 52Q: 3 clusters Score -2958964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2958964.750000 Penalty: 5033.738281
	Iteration 53Q: 3 clusters Score -2958965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2958961.250000 Penalty: 5033.738281
	Iteration 54Q: 3 clusters Score -2958961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2958962.250000 Penalty: 5033.738281
	Iteration 55Q: 3 clusters Score -2958962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2958965.500000 Penalty: 5033.738281
	Iteration 56Q: 3 clusters Score -2958966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2958975.000000 Penalty: 5033.738281
	Iteration 57Q: 3 clusters Score -2958975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2958987.250000 Penalty: 5033.738281
	Iteration 58Q: 3 clusters Score -2958987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2958990.500000 Penalty: 5033.738281
	Iteration 59Q: 3 clusters Score -2958990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2958994.000000 Penalty: 5033.738281
	Iteration 60F: 3 clusters Score -2958994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2958994.000000 Penalty: 5033.738281
	Iteration 61Q: 3 clusters Score -2958994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2958994.750000 Penalty: 5033.738281
	Iteration 62Q: 3 clusters Score -2958995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2958993.500000 Penalty: 5033.738281
	Iteration 63Q: 3 clusters Score -2958994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2958993.500000 Penalty: 5033.738281
	Iteration 64Q: 3 clusters Score -2958994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2959000.500000 Penalty: 5033.738281
	Iteration 65Q: 3 clusters Score -2959000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2959001.000000 Penalty: 5033.738281
	Iteration 66Q: 3 clusters Score -2959001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2959007.500000 Penalty: 5033.738281
	Iteration 67Q: 3 clusters Score -2959008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2959008.750000 Penalty: 5033.738281
	Iteration 68Q: 3 clusters Score -2959009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2959005.250000 Penalty: 5033.738281
	Iteration 69Q: 3 clusters Score -2959005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2959008.750000 Penalty: 5033.738281
	Iteration 70Q: 3 clusters Score -2959009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2959011.500000 Penalty: 5033.738281
	Iteration 71Q: 3 clusters Score -2959012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2959016.250000 Penalty: 5033.738281
	Iteration 72Q: 3 clusters Score -2959016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2959027.750000 Penalty: 5033.738281
	Iteration 73Q: 3 clusters Score -2959028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2959024.500000 Penalty: 5033.738281
	Iteration 74Q: 3 clusters Score -2959024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2959030.000000 Penalty: 5033.738281
	Iteration 75Q: 3 clusters Score -2959030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2959041.250000 Penalty: 5033.738281
	Iteration 76Q: 3 clusters Score -2959041 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2959038.500000 Penalty: 5033.738281
	Iteration 77Q: 3 clusters Score -2959038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2959044.250000 Penalty: 5033.738281
	Iteration 78Q: 3 clusters Score -2959044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2959047.500000 Penalty: 5033.738281
	Iteration 79Q: 3 clusters Score -2959048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2959050.500000 Penalty: 5033.738281
	Iteration 80F: 3 clusters Score -2959050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2959053.000000 Penalty: 5033.738281
	Iteration 81Q: 3 clusters Score -2959053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2959054.250000 Penalty: 5033.738281
	Iteration 82Q: 3 clusters Score -2959054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2959058.500000 Penalty: 5033.738281
	Iteration 83Q: 3 clusters Score -2959058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2959063.750000 Penalty: 5033.738281
	Iteration 84Q: 3 clusters Score -2959064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2959061.250000 Penalty: 5033.738281
	Iteration 85Q: 3 clusters Score -2959061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2959062.000000 Penalty: 5033.738281
	Iteration 86Q: 3 clusters Score -2959062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2959062.250000 Penalty: 5033.738281
	Iteration 87Q: 3 clusters Score -2959062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2959067.500000 Penalty: 5033.738281
	Iteration 88Q: 3 clusters Score -2959068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2959060.250000 Penalty: 5033.738281
	Iteration 89Q: 3 clusters Score -2959060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2959066.500000 Penalty: 5033.738281
	Iteration 90Q: 3 clusters Score -2959066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2959060.250000 Penalty: 5033.738281
	Iteration 91Q: 3 clusters Score -2959060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2959059.500000 Penalty: 5033.738281
	Iteration 92Q: 3 clusters Score -2959060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2959061.750000 Penalty: 5033.738281
	Iteration 93Q: 3 clusters Score -2959062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2959052.000000 Penalty: 5033.738281
	Iteration 94Q: 3 clusters Score -2959052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2959056.000000 Penalty: 5033.738281
	Iteration 95Q: 3 clusters Score -2959056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2959065.750000 Penalty: 5033.738281
	Iteration 96Q: 3 clusters Score -2959066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2959060.500000 Penalty: 5033.738281
	Iteration 97Q: 3 clusters Score -2959060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2959071.500000 Penalty: 5033.738281
	Iteration 98Q: 3 clusters Score -2959072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2959069.750000 Penalty: 5033.738281
	Iteration 99Q: 3 clusters Score -2959070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2959071.750000 Penalty: 5033.738281
	Iteration 100F: 3 clusters Score -2959072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2959078.000000 Penalty: 5033.738281
	Iteration 101Q: 3 clusters Score -2959078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2959082.500000 Penalty: 5033.738281
	Iteration 102Q: 3 clusters Score -2959082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2959086.250000 Penalty: 5033.738281
	Iteration 103Q: 3 clusters Score -2959086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2959085.750000 Penalty: 5033.738281
	Iteration 104Q: 3 clusters Score -2959086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2959085.500000 Penalty: 5033.738281
	Iteration 105Q: 3 clusters Score -2959086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2959082.750000 Penalty: 5033.738281
	Iteration 106Q: 3 clusters Score -2959083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2959085.000000 Penalty: 5033.738281
	Iteration 107Q: 3 clusters Score -2959085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2959082.500000 Penalty: 5033.738281
	Iteration 108Q: 3 clusters Score -2959082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2959081.000000 Penalty: 5033.738281
	Iteration 109Q: 3 clusters Score -2959081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2959078.250000 Penalty: 5033.738281
	Iteration 110Q: 3 clusters Score -2959078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2959079.500000 Penalty: 5033.738281
	Iteration 111Q: 3 clusters Score -2959080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2959078.250000 Penalty: 5033.738281
	Iteration 112Q: 3 clusters Score -2959078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2959076.250000 Penalty: 5033.738281
	Iteration 113Q: 3 clusters Score -2959076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2959073.750000 Penalty: 5033.738281
	Iteration 114Q: 3 clusters Score -2959074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2959071.750000 Penalty: 5033.738281
	Iteration 115Q: 3 clusters Score -2959072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2959072.750000 Penalty: 5033.738281
	Iteration 116Q: 3 clusters Score -2959073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2959075.250000 Penalty: 5033.738281
	Iteration 117Q: 3 clusters Score -2959075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2959075.250000 Penalty: 5033.738281
	Iteration 118Q: 3 clusters Score -2959075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2959075.250000 Penalty: 5033.738281
	Iteration 119F: 3 clusters Score -2959075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43743 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52343 members 
Mstep: Class 27 contains 25821 members 
Mstep: Class 28 contains 52974 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 41738 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 18933 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8427 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5367 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11232 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 599 members 
Mstep: Class 75 contains 6624 members 
Entering Unmasked Estep 
Score: -133759656.000000 Penalty: 260018.453125
Splitting cluster 54 changes total score from -133759728.000000 to -133759656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (4071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Entering Unmasked Estep 
Score: -463267.937500 Penalty: 2061.287598
	Iteration 0F: 2 clusters Score -463267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -459377.531250 Penalty: 4122.575195
	Iteration 0F: 3 clusters Score -459377.5 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -460294.343750 Penalty: 4122.575195
	Iteration 1F: 3 clusters Score -460294.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -460581.343750 Penalty: 4122.575195
	Iteration 2F: 3 clusters Score -460581.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -460892.375000 Penalty: 4122.575195
	Iteration 3F: 3 clusters Score -460892.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -461234.218750 Penalty: 4122.575195
	Iteration 4F: 3 clusters Score -461234.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -461525.093750 Penalty: 4122.575195
	Iteration 5F: 3 clusters Score -461525.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -461705.218750 Penalty: 4122.575195
	Iteration 6F: 3 clusters Score -461705.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -461813.156250 Penalty: 4122.575195
	Iteration 7Q: 3 clusters Score -461813.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -461888.187500 Penalty: 4122.575195
	Iteration 8Q: 3 clusters Score -461888.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -461944.593750 Penalty: 4122.575195
	Iteration 9Q: 3 clusters Score -461944.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -461972.031250 Penalty: 4122.575195
	Iteration 10Q: 3 clusters Score -461972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -461986.406250 Penalty: 4122.575195
	Iteration 11Q: 3 clusters Score -461986.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -461993.906250 Penalty: 4122.575195
	Iteration 12Q: 3 clusters Score -461993.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -461998.875000 Penalty: 4122.575195
	Iteration 13Q: 3 clusters Score -461998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -462001.125000 Penalty: 4122.575195
	Iteration 14Q: 3 clusters Score -462001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -462002.500000 Penalty: 4122.575195
	Iteration 15Q: 3 clusters Score -462002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -462004.000000 Penalty: 4122.575195
	Iteration 16Q: 3 clusters Score -462004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -462007.062500 Penalty: 4122.575195
	Iteration 17Q: 3 clusters Score -462007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -462009.875000 Penalty: 4122.575195
	Iteration 18Q: 3 clusters Score -462009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -462009.625000 Penalty: 4122.575195
	Iteration 19Q: 3 clusters Score -462009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -462010.562500 Penalty: 4122.575195
	Iteration 20F: 3 clusters Score -462010.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -51590.492188 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -51590.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50186.617188 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -50186.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50405.175781 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -50405.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50524.980469 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -50524.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50600.207031 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -50600.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50682.035156 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -50682.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50757.976562 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -50757.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50800.792969 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -50800.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50823.566406 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -50823.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50834.105469 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -50834.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50837.132812 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -50837.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50839.656250 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -50839.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50855.761719 Penalty: 2931.755127
	Iteration 11Q: 3 clusters Score -50855.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50860.113281 Penalty: 2931.755127
	Iteration 12Q: 3 clusters Score -50860.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50865.746094 Penalty: 2931.755127
	Iteration 13Q: 3 clusters Score -50865.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50882.605469 Penalty: 2931.755127
	Iteration 14Q: 3 clusters Score -50882.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50893.441406 Penalty: 2931.755127
	Iteration 15Q: 3 clusters Score -50893.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50899.628906 Penalty: 2931.755127
	Iteration 16Q: 3 clusters Score -50899.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50909.945312 Penalty: 2931.755127
	Iteration 17Q: 3 clusters Score -50909.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50926.859375 Penalty: 2931.755127
	Iteration 18Q: 3 clusters Score -50926.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50942.179688 Penalty: 2931.755127
	Iteration 19Q: 3 clusters Score -50942.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50952.976562 Penalty: 2931.755127
	Iteration 20F: 3 clusters Score -50952.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50968.851562 Penalty: 2931.755127
	Iteration 21Q: 3 clusters Score -50968.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51004.804688 Penalty: 2931.755127
	Iteration 22Q: 3 clusters Score -51004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51063.351562 Penalty: 2931.755127
	Iteration 23Q: 3 clusters Score -51063.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51109.085938 Penalty: 2931.755127
	Iteration 24Q: 3 clusters Score -51109.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51281.000000 Penalty: 2931.755127
	Iteration 25Q: 3 clusters Score -51281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51307.585938 Penalty: 2931.755127
	Iteration 26Q: 3 clusters Score -51307.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51333.410156 Penalty: 2931.755127
	Iteration 27Q: 3 clusters Score -51333.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51359.218750 Penalty: 2931.755127
	Iteration 28Q: 3 clusters Score -51359.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51377.535156 Penalty: 2931.755127
	Iteration 29Q: 3 clusters Score -51377.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51393.898438 Penalty: 2931.755127
	Iteration 30Q: 3 clusters Score -51393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51478.039062 Penalty: 2931.755127
	Iteration 31Q: 3 clusters Score -51478.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51607.027344 Penalty: 2931.755127
	Iteration 32Q: 3 clusters Score -51607.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51630.894531 Penalty: 2931.755127
	Iteration 33Q: 3 clusters Score -51630.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51685.210938 Penalty: 2931.755127
	Iteration 34Q: 3 clusters Score -51685.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51700.125000 Penalty: 2931.755127
	Iteration 35Q: 3 clusters Score -51700.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51703.058594 Penalty: 2931.755127
	Iteration 36Q: 3 clusters Score -51703.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51720.894531 Penalty: 2931.755127
	Iteration 37Q: 3 clusters Score -51720.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51751.710938 Penalty: 2931.755127
	Iteration 38Q: 3 clusters Score -51751.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51754.050781 Penalty: 2931.755127
	Iteration 39F: 3 clusters Score -51754.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51768.929688 Penalty: 2931.755127
	Iteration 40F: 3 clusters Score -51768.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43743 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52343 members 
Mstep: Class 27 contains 25821 members 
Mstep: Class 28 contains 52974 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 41738 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25557 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 124 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8427 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5367 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11232 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 599 members 
Mstep: Class 75 contains 245 members 
Entering Unmasked Estep 
Score: -133758160.000000 Penalty: 260018.453125
Splitting cluster 56 changes total score from -133759728.000000 to -133758160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (6489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Entering Unmasked Estep 
Score: -758336.437500 Penalty: 2176.910156
	Iteration 0F: 2 clusters Score -758336.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -752846.937500 Penalty: 4353.820312
	Iteration 0F: 3 clusters Score -752846.9 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -754154.125000 Penalty: 4353.820312
	Iteration 1F: 3 clusters Score -754154.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -754403.562500 Penalty: 4353.820312
	Iteration 2F: 3 clusters Score -754403.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -754550.187500 Penalty: 4353.820312
	Iteration 3F: 3 clusters Score -754550.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -754674.750000 Penalty: 4353.820312
	Iteration 4Q: 3 clusters Score -754674.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -754795.250000 Penalty: 4353.820312
	Iteration 5Q: 3 clusters Score -754795.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -754875.812500 Penalty: 4353.820312
	Iteration 6Q: 3 clusters Score -754875.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -754942.125000 Penalty: 4353.820312
	Iteration 7Q: 3 clusters Score -754942.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -755002.187500 Penalty: 4353.820312
	Iteration 8Q: 3 clusters Score -755002.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -755049.312500 Penalty: 4353.820312
	Iteration 9Q: 3 clusters Score -755049.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -755089.687500 Penalty: 4353.820312
	Iteration 10Q: 3 clusters Score -755089.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -755140.687500 Penalty: 4353.820312
	Iteration 11Q: 3 clusters Score -755140.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -755197.062500 Penalty: 4353.820312
	Iteration 12Q: 3 clusters Score -755197.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -755251.687500 Penalty: 4353.820312
	Iteration 13Q: 3 clusters Score -755251.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -755317.000000 Penalty: 4353.820312
	Iteration 14Q: 3 clusters Score -755317 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -755377.687500 Penalty: 4353.820312
	Iteration 15Q: 3 clusters Score -755377.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -755452.562500 Penalty: 4353.820312
	Iteration 16Q: 3 clusters Score -755452.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -755523.312500 Penalty: 4353.820312
	Iteration 17Q: 3 clusters Score -755523.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -755613.250000 Penalty: 4353.820312
	Iteration 18Q: 3 clusters Score -755613.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -755694.000000 Penalty: 4353.820312
	Iteration 19Q: 3 clusters Score -755694 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -755783.000000 Penalty: 4353.820312
	Iteration 20F: 3 clusters Score -755783 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -755872.937500 Penalty: 4353.820312
	Iteration 21Q: 3 clusters Score -755872.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -755953.312500 Penalty: 4353.820312
	Iteration 22Q: 3 clusters Score -755953.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -756028.562500 Penalty: 4353.820312
	Iteration 23Q: 3 clusters Score -756028.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -756098.250000 Penalty: 4353.820312
	Iteration 24Q: 3 clusters Score -756098.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -756159.375000 Penalty: 4353.820312
	Iteration 25Q: 3 clusters Score -756159.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -756219.562500 Penalty: 4353.820312
	Iteration 26Q: 3 clusters Score -756219.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -756272.187500 Penalty: 4353.820312
	Iteration 27Q: 3 clusters Score -756272.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -756320.312500 Penalty: 4353.820312
	Iteration 28Q: 3 clusters Score -756320.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -756343.875000 Penalty: 4353.820312
	Iteration 29Q: 3 clusters Score -756343.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -756371.937500 Penalty: 4353.820312
	Iteration 30Q: 3 clusters Score -756371.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -756397.875000 Penalty: 4353.820312
	Iteration 31Q: 3 clusters Score -756397.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -756421.062500 Penalty: 4353.820312
	Iteration 32Q: 3 clusters Score -756421.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -756443.062500 Penalty: 4353.820312
	Iteration 33Q: 3 clusters Score -756443.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -756460.562500 Penalty: 4353.820312
	Iteration 34Q: 3 clusters Score -756460.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -756471.125000 Penalty: 4353.820312
	Iteration 35Q: 3 clusters Score -756471.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -756483.375000 Penalty: 4353.820312
	Iteration 36Q: 3 clusters Score -756483.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -756493.312500 Penalty: 4353.820312
	Iteration 37Q: 3 clusters Score -756493.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -756503.875000 Penalty: 4353.820312
	Iteration 38Q: 3 clusters Score -756503.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -756511.687500 Penalty: 4353.820312
	Iteration 39Q: 3 clusters Score -756511.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -756519.937500 Penalty: 4353.820312
	Iteration 40F: 3 clusters Score -756519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -756522.187500 Penalty: 4353.820312
	Iteration 41Q: 3 clusters Score -756522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -756525.250000 Penalty: 4353.820312
	Iteration 42Q: 3 clusters Score -756525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -756531.187500 Penalty: 4353.820312
	Iteration 43Q: 3 clusters Score -756531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -756535.000000 Penalty: 4353.820312
	Iteration 44Q: 3 clusters Score -756535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -756538.187500 Penalty: 4353.820312
	Iteration 45Q: 3 clusters Score -756538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -756547.687500 Penalty: 4353.820312
	Iteration 46Q: 3 clusters Score -756547.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -756557.687500 Penalty: 4353.820312
	Iteration 47Q: 3 clusters Score -756557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -756561.937500 Penalty: 4353.820312
	Iteration 48Q: 3 clusters Score -756561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -756569.625000 Penalty: 4353.820312
	Iteration 49Q: 3 clusters Score -756569.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -756574.312500 Penalty: 4353.820312
	Iteration 50Q: 3 clusters Score -756574.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -756576.500000 Penalty: 4353.820312
	Iteration 51Q: 3 clusters Score -756576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -756579.000000 Penalty: 4353.820312
	Iteration 52Q: 3 clusters Score -756579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -756580.687500 Penalty: 4353.820312
	Iteration 53Q: 3 clusters Score -756580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -756582.312500 Penalty: 4353.820312
	Iteration 54Q: 3 clusters Score -756582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -756582.312500 Penalty: 4353.820312
	Iteration 55F: 3 clusters Score -756582.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -169308.546875 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -169308.5 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 601 members 
Entering Unmasked Estep 
Score: -167266.390625 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -167266.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -167676.156250 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -167676.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -167874.250000 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -167874.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167978.296875 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -167978.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -168034.015625 Penalty: 3512.527344
	Iteration 4Q: 3 clusters Score -168034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -168079.265625 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -168079.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -168125.031250 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -168125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -168172.765625 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -168172.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -168210.281250 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -168210.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -168253.281250 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -168253.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -168292.093750 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -168292.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -168320.015625 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -168320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -168339.937500 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -168339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -168354.500000 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -168354.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -168370.265625 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -168370.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -168376.437500 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -168376.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -168380.218750 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -168380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -168386.328125 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -168386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -168389.031250 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -168389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -168392.421875 Penalty: 3512.527344
	Iteration 19Q: 3 clusters Score -168392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -168394.234375 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -168394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -168395.578125 Penalty: 3512.527344
	Iteration 21Q: 3 clusters Score -168395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -168395.578125 Penalty: 3512.527344
	Iteration 22F: 3 clusters Score -168395.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -252209.562500 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -252209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -249804.000000 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -249804 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -250311.531250 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -250311.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -250494.328125 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -250494.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -250627.796875 Penalty: 3707.768311
	Iteration 3F: 3 clusters Score -250627.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -250710.718750 Penalty: 3707.768311
	Iteration 4Q: 3 clusters Score -250710.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -250785.234375 Penalty: 3707.768311
	Iteration 5Q: 3 clusters Score -250785.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -250863.828125 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -250863.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -250957.078125 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -250957.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -251097.000000 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -251097 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -251263.828125 Penalty: 3707.768311
	Iteration 9Q: 3 clusters Score -251263.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -251378.828125 Penalty: 3707.768311
	Iteration 10Q: 3 clusters Score -251378.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -251452.578125 Penalty: 3707.768311
	Iteration 11Q: 3 clusters Score -251452.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -251517.796875 Penalty: 3707.768311
	Iteration 12Q: 3 clusters Score -251517.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251564.375000 Penalty: 3707.768311
	Iteration 13Q: 3 clusters Score -251564.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -251602.500000 Penalty: 3707.768311
	Iteration 14Q: 3 clusters Score -251602.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -251628.421875 Penalty: 3707.768311
	Iteration 15Q: 3 clusters Score -251628.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -251646.453125 Penalty: 3707.768311
	Iteration 16Q: 3 clusters Score -251646.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -251662.937500 Penalty: 3707.768311
	Iteration 17Q: 3 clusters Score -251662.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -251680.718750 Penalty: 3707.768311
	Iteration 18Q: 3 clusters Score -251680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -251691.640625 Penalty: 3707.768311
	Iteration 19Q: 3 clusters Score -251691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -251696.765625 Penalty: 3707.768311
	Iteration 20F: 3 clusters Score -251696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -251699.500000 Penalty: 3707.768311
	Iteration 21Q: 3 clusters Score -251699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -251699.875000 Penalty: 3707.768311
	Iteration 22Q: 3 clusters Score -251699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -251699.875000 Penalty: 3707.768311
	Iteration 23F: 3 clusters Score -251699.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (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: -384543.937500 Penalty: 2009.741699
	Iteration 0F: 2 clusters Score -384543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -381111.375000 Penalty: 4019.483398
	Iteration 0F: 3 clusters Score -381111.4 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -381812.593750 Penalty: 4019.483398
	Iteration 1F: 3 clusters Score -381812.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -381937.687500 Penalty: 4019.483398
	Iteration 2F: 3 clusters Score -381937.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -382008.093750 Penalty: 4019.483398
	Iteration 3Q: 3 clusters Score -382008.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -382058.625000 Penalty: 4019.483398
	Iteration 4Q: 3 clusters Score -382058.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -382100.343750 Penalty: 4019.483398
	Iteration 5Q: 3 clusters Score -382100.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -382140.250000 Penalty: 4019.483398
	Iteration 6Q: 3 clusters Score -382140.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -382167.156250 Penalty: 4019.483398
	Iteration 7Q: 3 clusters Score -382167.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -382179.250000 Penalty: 4019.483398
	Iteration 8Q: 3 clusters Score -382179.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -382187.218750 Penalty: 4019.483398
	Iteration 9Q: 3 clusters Score -382187.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -382196.312500 Penalty: 4019.483398
	Iteration 10Q: 3 clusters Score -382196.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -382204.531250 Penalty: 4019.483398
	Iteration 11Q: 3 clusters Score -382204.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -382213.937500 Penalty: 4019.483398
	Iteration 12Q: 3 clusters Score -382213.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -382226.593750 Penalty: 4019.483398
	Iteration 13Q: 3 clusters Score -382226.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -382237.968750 Penalty: 4019.483398
	Iteration 14Q: 3 clusters Score -382238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -382245.593750 Penalty: 4019.483398
	Iteration 15Q: 3 clusters Score -382245.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -382253.812500 Penalty: 4019.483398
	Iteration 16Q: 3 clusters Score -382253.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -382259.062500 Penalty: 4019.483398
	Iteration 17Q: 3 clusters Score -382259.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -382265.562500 Penalty: 4019.483398
	Iteration 18Q: 3 clusters Score -382265.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -382272.781250 Penalty: 4019.483398
	Iteration 19Q: 3 clusters Score -382272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -382278.187500 Penalty: 4019.483398
	Iteration 20F: 3 clusters Score -382278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -382280.593750 Penalty: 4019.483398
	Iteration 21Q: 3 clusters Score -382280.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -382284.281250 Penalty: 4019.483398
	Iteration 22Q: 3 clusters Score -382284.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -382287.375000 Penalty: 4019.483398
	Iteration 23Q: 3 clusters Score -382287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -382289.468750 Penalty: 4019.483398
	Iteration 24Q: 3 clusters Score -382289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -382290.500000 Penalty: 4019.483398
	Iteration 25Q: 3 clusters Score -382290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -382293.250000 Penalty: 4019.483398
	Iteration 26Q: 3 clusters Score -382293.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -382294.937500 Penalty: 4019.483398
	Iteration 27Q: 3 clusters Score -382294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -382296.875000 Penalty: 4019.483398
	Iteration 28Q: 3 clusters Score -382296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -382301.156250 Penalty: 4019.483398
	Iteration 29Q: 3 clusters Score -382301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -382302.156250 Penalty: 4019.483398
	Iteration 30Q: 3 clusters Score -382302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -382302.281250 Penalty: 4019.483398
	Iteration 31Q: 3 clusters Score -382302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -382303.093750 Penalty: 4019.483398
	Iteration 32Q: 3 clusters Score -382303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -382305.218750 Penalty: 4019.483398
	Iteration 33Q: 3 clusters Score -382305.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -382310.156250 Penalty: 4019.483398
	Iteration 34Q: 3 clusters Score -382310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -382314.437500 Penalty: 4019.483398
	Iteration 35Q: 3 clusters Score -382314.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -382318.062500 Penalty: 4019.483398
	Iteration 36Q: 3 clusters Score -382318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -382321.343750 Penalty: 4019.483398
	Iteration 37Q: 3 clusters Score -382321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -382324.000000 Penalty: 4019.483398
	Iteration 38Q: 3 clusters Score -382324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -382327.468750 Penalty: 4019.483398
	Iteration 39Q: 3 clusters Score -382327.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -382329.718750 Penalty: 4019.483398
	Iteration 40F: 3 clusters Score -382329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -382330.468750 Penalty: 4019.483398
	Iteration 41Q: 3 clusters Score -382330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -382332.312500 Penalty: 4019.483398
	Iteration 42Q: 3 clusters Score -382332.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -382334.906250 Penalty: 4019.483398
	Iteration 43Q: 3 clusters Score -382334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -382336.593750 Penalty: 4019.483398
	Iteration 44Q: 3 clusters Score -382336.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -382339.125000 Penalty: 4019.483398
	Iteration 45Q: 3 clusters Score -382339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -382340.593750 Penalty: 4019.483398
	Iteration 46Q: 3 clusters Score -382340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -382342.375000 Penalty: 4019.483398
	Iteration 47Q: 3 clusters Score -382342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -382344.593750 Penalty: 4019.483398
	Iteration 48Q: 3 clusters Score -382344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -382345.218750 Penalty: 4019.483398
	Iteration 49Q: 3 clusters Score -382345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -382345.375000 Penalty: 4019.483398
	Iteration 50Q: 3 clusters Score -382345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -382346.812500 Penalty: 4019.483398
	Iteration 51Q: 3 clusters Score -382346.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -382349.500000 Penalty: 4019.483398
	Iteration 52Q: 3 clusters Score -382349.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -382353.875000 Penalty: 4019.483398
	Iteration 53Q: 3 clusters Score -382353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -382356.718750 Penalty: 4019.483398
	Iteration 54Q: 3 clusters Score -382356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -382357.593750 Penalty: 4019.483398
	Iteration 55Q: 3 clusters Score -382357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -382359.031250 Penalty: 4019.483398
	Iteration 56Q: 3 clusters Score -382359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -382359.281250 Penalty: 4019.483398
	Iteration 57Q: 3 clusters Score -382359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382360.406250 Penalty: 4019.483398
	Iteration 58Q: 3 clusters Score -382360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -382360.531250 Penalty: 4019.483398
	Iteration 59Q: 3 clusters Score -382360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -382361.406250 Penalty: 4019.483398
	Iteration 60F: 3 clusters Score -382361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -382361.937500 Penalty: 4019.483398
	Iteration 61Q: 3 clusters Score -382361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -382361.937500 Penalty: 4019.483398
	Iteration 62F: 3 clusters Score -382361.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -981566.500000 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -981566.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -974819.312500 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -974819.3 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -976720.062500 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -976720.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -977037.812500 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -977037.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -977244.562500 Penalty: 4483.441406
	Iteration 3F: 3 clusters Score -977244.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -977384.312500 Penalty: 4483.441406
	Iteration 4Q: 3 clusters Score -977384.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -977489.937500 Penalty: 4483.441406
	Iteration 5Q: 3 clusters Score -977489.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -977586.437500 Penalty: 4483.441406
	Iteration 6Q: 3 clusters Score -977586.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -977669.500000 Penalty: 4483.441406
	Iteration 7Q: 3 clusters Score -977669.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -977754.687500 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -977754.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -977840.500000 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -977840.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -977928.000000 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -977928 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -978018.437500 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -978018.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -978116.812500 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -978116.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -978202.812500 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -978202.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -978280.312500 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -978280.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -978360.687500 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -978360.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -978438.375000 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -978438.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -978513.562500 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -978513.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -978589.312500 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -978589.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -978653.125000 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -978653.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -978720.500000 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -978720.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -978777.000000 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -978777 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -978829.875000 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -978829.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -978879.062500 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -978879.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -978919.750000 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -978919.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -978970.625000 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -978970.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -979030.812500 Penalty: 4483.441406
	Iteration 26Q: 3 clusters Score -979030.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -979082.250000 Penalty: 4483.441406
	Iteration 27Q: 3 clusters Score -979082.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -979116.062500 Penalty: 4483.441406
	Iteration 28Q: 3 clusters Score -979116.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -979148.250000 Penalty: 4483.441406
	Iteration 29Q: 3 clusters Score -979148.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -979182.937500 Penalty: 4483.441406
	Iteration 30Q: 3 clusters Score -979182.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -979226.562500 Penalty: 4483.441406
	Iteration 31Q: 3 clusters Score -979226.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -979266.687500 Penalty: 4483.441406
	Iteration 32Q: 3 clusters Score -979266.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -979302.062500 Penalty: 4483.441406
	Iteration 33Q: 3 clusters Score -979302.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -979339.875000 Penalty: 4483.441406
	Iteration 34Q: 3 clusters Score -979339.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -979362.750000 Penalty: 4483.441406
	Iteration 35Q: 3 clusters Score -979362.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -979382.937500 Penalty: 4483.441406
	Iteration 36Q: 3 clusters Score -979382.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -979402.687500 Penalty: 4483.441406
	Iteration 37Q: 3 clusters Score -979402.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -979418.312500 Penalty: 4483.441406
	Iteration 38Q: 3 clusters Score -979418.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -979440.812500 Penalty: 4483.441406
	Iteration 39Q: 3 clusters Score -979440.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -979457.125000 Penalty: 4483.441406
	Iteration 40F: 3 clusters Score -979457.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -979474.687500 Penalty: 4483.441406
	Iteration 41Q: 3 clusters Score -979474.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -979485.687500 Penalty: 4483.441406
	Iteration 42Q: 3 clusters Score -979485.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -979500.375000 Penalty: 4483.441406
	Iteration 43Q: 3 clusters Score -979500.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -979508.250000 Penalty: 4483.441406
	Iteration 44Q: 3 clusters Score -979508.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -979516.312500 Penalty: 4483.441406
	Iteration 45Q: 3 clusters Score -979516.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -979522.375000 Penalty: 4483.441406
	Iteration 46Q: 3 clusters Score -979522.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -979528.062500 Penalty: 4483.441406
	Iteration 47Q: 3 clusters Score -979528.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -979530.812500 Penalty: 4483.441406
	Iteration 48Q: 3 clusters Score -979530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -979535.000000 Penalty: 4483.441406
	Iteration 49Q: 3 clusters Score -979535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -979542.375000 Penalty: 4483.441406
	Iteration 50Q: 3 clusters Score -979542.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -979555.250000 Penalty: 4483.441406
	Iteration 51Q: 3 clusters Score -979555.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -979566.937500 Penalty: 4483.441406
	Iteration 52Q: 3 clusters Score -979566.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -979576.875000 Penalty: 4483.441406
	Iteration 53Q: 3 clusters Score -979576.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -979584.625000 Penalty: 4483.441406
	Iteration 54Q: 3 clusters Score -979584.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -979590.437500 Penalty: 4483.441406
	Iteration 55Q: 3 clusters Score -979590.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -979599.875000 Penalty: 4483.441406
	Iteration 56Q: 3 clusters Score -979599.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -979610.125000 Penalty: 4483.441406
	Iteration 57Q: 3 clusters Score -979610.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -979618.000000 Penalty: 4483.441406
	Iteration 58Q: 3 clusters Score -979618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -979624.875000 Penalty: 4483.441406
	Iteration 59Q: 3 clusters Score -979624.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -979631.562500 Penalty: 4483.441406
	Iteration 60F: 3 clusters Score -979631.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -979637.187500 Penalty: 4483.441406
	Iteration 61Q: 3 clusters Score -979637.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -979644.125000 Penalty: 4483.441406
	Iteration 62Q: 3 clusters Score -979644.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -979651.625000 Penalty: 4483.441406
	Iteration 63Q: 3 clusters Score -979651.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -979656.312500 Penalty: 4483.441406
	Iteration 64Q: 3 clusters Score -979656.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -979659.312500 Penalty: 4483.441406
	Iteration 65Q: 3 clusters Score -979659.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -979662.875000 Penalty: 4483.441406
	Iteration 66Q: 3 clusters Score -979662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -979664.062500 Penalty: 4483.441406
	Iteration 67Q: 3 clusters Score -979664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -979664.062500 Penalty: 4483.441406
	Iteration 68F: 3 clusters Score -979664.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -118166.187500 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -118166.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116457.937500 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -116457.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117087.281250 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -117087.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117377.367188 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -117377.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117681.218750 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -117681.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -117818.343750 Penalty: 3356.602051
	Iteration 4F: 3 clusters Score -117818.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117913.585938 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -117913.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -117982.773438 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -117982.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118022.039062 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -118022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -118077.351562 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -118077.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118102.218750 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -118102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -118118.460938 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -118118.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118131.132812 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -118131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118139.960938 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -118140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -118151.960938 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -118152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -118163.890625 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -118163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -118166.171875 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -118166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -118166.171875 Penalty: 3356.602051
	Iteration 16F: 3 clusters Score -118166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -46255.351562 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -46255.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44947.308594 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -44947.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45158.707031 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -45158.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45251.453125 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -45251.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45300.421875 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -45300.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45346.632812 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -45346.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45436.910156 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -45436.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45499.132812 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -45499.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45550.175781 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -45550.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45604.554688 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -45604.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45665.937500 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -45665.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45731.773438 Penalty: 2877.850586
	Iteration 10Q: 3 clusters Score -45731.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45787.789062 Penalty: 2877.850586
	Iteration 11Q: 3 clusters Score -45787.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45821.324219 Penalty: 2877.850586
	Iteration 12Q: 3 clusters Score -45821.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45831.921875 Penalty: 2877.850586
	Iteration 13Q: 3 clusters Score -45831.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45842.968750 Penalty: 2877.850586
	Iteration 14Q: 3 clusters Score -45842.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -45874.664062 Penalty: 2877.850586
	Iteration 15Q: 3 clusters Score -45874.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45890.609375 Penalty: 2877.850586
	Iteration 16Q: 3 clusters Score -45890.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45912.097656 Penalty: 2877.850586
	Iteration 17Q: 3 clusters Score -45912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45924.945312 Penalty: 2877.850586
	Iteration 18Q: 3 clusters Score -45924.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45929.003906 Penalty: 2877.850586
	Iteration 19Q: 3 clusters Score -45929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45938.527344 Penalty: 2877.850586
	Iteration 20F: 3 clusters Score -45938.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45972.285156 Penalty: 2877.850586
	Iteration 21Q: 3 clusters Score -45972.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46046.460938 Penalty: 2877.850586
	Iteration 22Q: 3 clusters Score -46046.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46080.191406 Penalty: 2877.850586
	Iteration 23Q: 3 clusters Score -46080.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46129.500000 Penalty: 2877.850586
	Iteration 24Q: 3 clusters Score -46129.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46209.515625 Penalty: 2877.850586
	Iteration 25Q: 3 clusters Score -46209.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46266.894531 Penalty: 2877.850586
	Iteration 26Q: 3 clusters Score -46266.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46319.296875 Penalty: 2877.850586
	Iteration 27Q: 3 clusters Score -46319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46356.070312 Penalty: 2877.850586
	Iteration 28Q: 3 clusters Score -46356.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46375.605469 Penalty: 2877.850586
	Iteration 29Q: 3 clusters Score -46375.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46375.605469 Penalty: 2877.850586
	Iteration 30F: 3 clusters Score -46375.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43743 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52343 members 
Mstep: Class 27 contains 25821 members 
Mstep: Class 28 contains 52974 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 41738 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25557 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8427 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 152 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5367 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11232 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 599 members 
Mstep: Class 75 contains 179 members 
Entering Unmasked Estep 
Score: -133758152.000000 Penalty: 260018.453125
Splitting cluster 63 changes total score from -133759728.000000 to -133758152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (5563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Entering Unmasked Estep 
Score: -630433.187500 Penalty: 2138.725342
	Iteration 0F: 2 clusters Score -630433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -625516.625000 Penalty: 4277.450684
	Iteration 0F: 3 clusters Score -625516.6 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -626679.187500 Penalty: 4277.450684
	Iteration 1F: 3 clusters Score -626679.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -626930.062500 Penalty: 4277.450684
	Iteration 2F: 3 clusters Score -626930.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -627144.625000 Penalty: 4277.450684
	Iteration 3F: 3 clusters Score -627144.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -627326.562500 Penalty: 4277.450684
	Iteration 4F: 3 clusters Score -627326.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -627488.875000 Penalty: 4277.450684
	Iteration 5Q: 3 clusters Score -627488.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -627642.500000 Penalty: 4277.450684
	Iteration 6Q: 3 clusters Score -627642.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -627795.875000 Penalty: 4277.450684
	Iteration 7Q: 3 clusters Score -627795.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -627934.437500 Penalty: 4277.450684
	Iteration 8Q: 3 clusters Score -627934.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -628070.750000 Penalty: 4277.450684
	Iteration 9Q: 3 clusters Score -628070.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -628191.000000 Penalty: 4277.450684
	Iteration 10Q: 3 clusters Score -628191 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -628275.500000 Penalty: 4277.450684
	Iteration 11Q: 3 clusters Score -628275.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -628352.750000 Penalty: 4277.450684
	Iteration 12Q: 3 clusters Score -628352.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -628423.125000 Penalty: 4277.450684
	Iteration 13Q: 3 clusters Score -628423.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -628493.625000 Penalty: 4277.450684
	Iteration 14Q: 3 clusters Score -628493.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -628549.375000 Penalty: 4277.450684
	Iteration 15Q: 3 clusters Score -628549.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -628607.250000 Penalty: 4277.450684
	Iteration 16Q: 3 clusters Score -628607.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -628666.375000 Penalty: 4277.450684
	Iteration 17Q: 3 clusters Score -628666.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -628724.250000 Penalty: 4277.450684
	Iteration 18Q: 3 clusters Score -628724.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -628786.250000 Penalty: 4277.450684
	Iteration 19Q: 3 clusters Score -628786.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -628828.812500 Penalty: 4277.450684
	Iteration 20F: 3 clusters Score -628828.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -628871.437500 Penalty: 4277.450684
	Iteration 21Q: 3 clusters Score -628871.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -628905.250000 Penalty: 4277.450684
	Iteration 22Q: 3 clusters Score -628905.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -628946.812500 Penalty: 4277.450684
	Iteration 23Q: 3 clusters Score -628946.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -628992.437500 Penalty: 4277.450684
	Iteration 24Q: 3 clusters Score -628992.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -629023.937500 Penalty: 4277.450684
	Iteration 25Q: 3 clusters Score -629023.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -629054.062500 Penalty: 4277.450684
	Iteration 26Q: 3 clusters Score -629054.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -629076.812500 Penalty: 4277.450684
	Iteration 27Q: 3 clusters Score -629076.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -629092.625000 Penalty: 4277.450684
	Iteration 28Q: 3 clusters Score -629092.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -629111.500000 Penalty: 4277.450684
	Iteration 29Q: 3 clusters Score -629111.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -629130.375000 Penalty: 4277.450684
	Iteration 30Q: 3 clusters Score -629130.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -629151.312500 Penalty: 4277.450684
	Iteration 31Q: 3 clusters Score -629151.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -629176.062500 Penalty: 4277.450684
	Iteration 32Q: 3 clusters Score -629176.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -629198.937500 Penalty: 4277.450684
	Iteration 33Q: 3 clusters Score -629198.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -629219.375000 Penalty: 4277.450684
	Iteration 34Q: 3 clusters Score -629219.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -629243.812500 Penalty: 4277.450684
	Iteration 35Q: 3 clusters Score -629243.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -629267.687500 Penalty: 4277.450684
	Iteration 36Q: 3 clusters Score -629267.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -629283.750000 Penalty: 4277.450684
	Iteration 37Q: 3 clusters Score -629283.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -629293.375000 Penalty: 4277.450684
	Iteration 38Q: 3 clusters Score -629293.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -629305.062500 Penalty: 4277.450684
	Iteration 39Q: 3 clusters Score -629305.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -629316.687500 Penalty: 4277.450684
	Iteration 40F: 3 clusters Score -629316.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -629325.000000 Penalty: 4277.450684
	Iteration 41Q: 3 clusters Score -629325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -629337.937500 Penalty: 4277.450684
	Iteration 42Q: 3 clusters Score -629337.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -629347.500000 Penalty: 4277.450684
	Iteration 43Q: 3 clusters Score -629347.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -629352.937500 Penalty: 4277.450684
	Iteration 44Q: 3 clusters Score -629352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -629356.062500 Penalty: 4277.450684
	Iteration 45Q: 3 clusters Score -629356.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -629359.312500 Penalty: 4277.450684
	Iteration 46Q: 3 clusters Score -629359.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -629362.625000 Penalty: 4277.450684
	Iteration 47Q: 3 clusters Score -629362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -629366.625000 Penalty: 4277.450684
	Iteration 48Q: 3 clusters Score -629366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -629370.062500 Penalty: 4277.450684
	Iteration 49Q: 3 clusters Score -629370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -629371.375000 Penalty: 4277.450684
	Iteration 50Q: 3 clusters Score -629371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -629373.437500 Penalty: 4277.450684
	Iteration 51Q: 3 clusters Score -629373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -629373.437500 Penalty: 4277.450684
	Iteration 52F: 3 clusters Score -629373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -103571.992188 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -103572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102022.914062 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -102022.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -102727.835938 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -102727.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103085.125000 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -103085.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103396.015625 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -103396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -103586.656250 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -103586.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -103746.257812 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -103746.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -103844.070312 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -103844.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -103963.937500 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -103963.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -104037.695312 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -104037.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -104097.320312 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -104097.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -104131.203125 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -104131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -104136.367188 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -104136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -104137.632812 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -104137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -104137.632812 Penalty: 3313.704102
	Iteration 13F: 3 clusters Score -104137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43743 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52343 members 
Mstep: Class 27 contains 25821 members 
Mstep: Class 28 contains 52974 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 41738 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25557 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8427 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 574 members 
Mstep: Class 66 contains 5367 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11232 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 599 members 
Mstep: Class 75 contains 223 members 
Entering Unmasked Estep 
Score: -133758848.000000 Penalty: 260018.453125
Splitting cluster 65 changes total score from -133759728.000000 to -133758848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (5367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Entering Unmasked Estep 
Score: -619713.500000 Penalty: 2129.830078
	Iteration 0F: 2 clusters Score -619713.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -614920.625000 Penalty: 4259.660156
	Iteration 0F: 3 clusters Score -614920.6 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -616100.250000 Penalty: 4259.660156
	Iteration 1F: 3 clusters Score -616100.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -616370.250000 Penalty: 4259.660156
	Iteration 2F: 3 clusters Score -616370.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -616517.312500 Penalty: 4259.660156
	Iteration 3F: 3 clusters Score -616517.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -616609.937500 Penalty: 4259.660156
	Iteration 4Q: 3 clusters Score -616609.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -616685.062500 Penalty: 4259.660156
	Iteration 5Q: 3 clusters Score -616685.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -616745.500000 Penalty: 4259.660156
	Iteration 6Q: 3 clusters Score -616745.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -616807.437500 Penalty: 4259.660156
	Iteration 7Q: 3 clusters Score -616807.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -616851.375000 Penalty: 4259.660156
	Iteration 8Q: 3 clusters Score -616851.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -616883.875000 Penalty: 4259.660156
	Iteration 9Q: 3 clusters Score -616883.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -616911.062500 Penalty: 4259.660156
	Iteration 10Q: 3 clusters Score -616911.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -616943.562500 Penalty: 4259.660156
	Iteration 11Q: 3 clusters Score -616943.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -616970.687500 Penalty: 4259.660156
	Iteration 12Q: 3 clusters Score -616970.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -616994.312500 Penalty: 4259.660156
	Iteration 13Q: 3 clusters Score -616994.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -617014.937500 Penalty: 4259.660156
	Iteration 14Q: 3 clusters Score -617014.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -617033.062500 Penalty: 4259.660156
	Iteration 15Q: 3 clusters Score -617033.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -617050.500000 Penalty: 4259.660156
	Iteration 16Q: 3 clusters Score -617050.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -617062.687500 Penalty: 4259.660156
	Iteration 17Q: 3 clusters Score -617062.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -617079.812500 Penalty: 4259.660156
	Iteration 18Q: 3 clusters Score -617079.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -617090.375000 Penalty: 4259.660156
	Iteration 19Q: 3 clusters Score -617090.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -617104.687500 Penalty: 4259.660156
	Iteration 20F: 3 clusters Score -617104.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -617117.312500 Penalty: 4259.660156
	Iteration 21Q: 3 clusters Score -617117.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -617133.625000 Penalty: 4259.660156
	Iteration 22Q: 3 clusters Score -617133.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -617151.875000 Penalty: 4259.660156
	Iteration 23Q: 3 clusters Score -617151.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -617168.875000 Penalty: 4259.660156
	Iteration 24Q: 3 clusters Score -617168.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -617189.000000 Penalty: 4259.660156
	Iteration 25Q: 3 clusters Score -617189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -617217.562500 Penalty: 4259.660156
	Iteration 26Q: 3 clusters Score -617217.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -617247.125000 Penalty: 4259.660156
	Iteration 27Q: 3 clusters Score -617247.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -617270.187500 Penalty: 4259.660156
	Iteration 28Q: 3 clusters Score -617270.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -617296.312500 Penalty: 4259.660156
	Iteration 29Q: 3 clusters Score -617296.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -617315.750000 Penalty: 4259.660156
	Iteration 30Q: 3 clusters Score -617315.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -617332.500000 Penalty: 4259.660156
	Iteration 31Q: 3 clusters Score -617332.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -617354.750000 Penalty: 4259.660156
	Iteration 32Q: 3 clusters Score -617354.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -617370.812500 Penalty: 4259.660156
	Iteration 33Q: 3 clusters Score -617370.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -617393.437500 Penalty: 4259.660156
	Iteration 34Q: 3 clusters Score -617393.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -617418.125000 Penalty: 4259.660156
	Iteration 35Q: 3 clusters Score -617418.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -617442.375000 Penalty: 4259.660156
	Iteration 36Q: 3 clusters Score -617442.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -617467.250000 Penalty: 4259.660156
	Iteration 37Q: 3 clusters Score -617467.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -617493.062500 Penalty: 4259.660156
	Iteration 38Q: 3 clusters Score -617493.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -617525.875000 Penalty: 4259.660156
	Iteration 39Q: 3 clusters Score -617525.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -617561.437500 Penalty: 4259.660156
	Iteration 40F: 3 clusters Score -617561.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -617589.000000 Penalty: 4259.660156
	Iteration 41Q: 3 clusters Score -617589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -617617.437500 Penalty: 4259.660156
	Iteration 42Q: 3 clusters Score -617617.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -617639.812500 Penalty: 4259.660156
	Iteration 43Q: 3 clusters Score -617639.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -617659.625000 Penalty: 4259.660156
	Iteration 44Q: 3 clusters Score -617659.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -617676.812500 Penalty: 4259.660156
	Iteration 45Q: 3 clusters Score -617676.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -617695.500000 Penalty: 4259.660156
	Iteration 46Q: 3 clusters Score -617695.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -617710.187500 Penalty: 4259.660156
	Iteration 47Q: 3 clusters Score -617710.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -617720.875000 Penalty: 4259.660156
	Iteration 48Q: 3 clusters Score -617720.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -617727.000000 Penalty: 4259.660156
	Iteration 49Q: 3 clusters Score -617727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -617738.062500 Penalty: 4259.660156
	Iteration 50Q: 3 clusters Score -617738.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -617747.687500 Penalty: 4259.660156
	Iteration 51Q: 3 clusters Score -617747.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -617756.312500 Penalty: 4259.660156
	Iteration 52Q: 3 clusters Score -617756.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -617768.937500 Penalty: 4259.660156
	Iteration 53Q: 3 clusters Score -617768.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -617777.375000 Penalty: 4259.660156
	Iteration 54Q: 3 clusters Score -617777.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -617784.000000 Penalty: 4259.660156
	Iteration 55Q: 3 clusters Score -617784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -617790.062500 Penalty: 4259.660156
	Iteration 56Q: 3 clusters Score -617790.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -617799.312500 Penalty: 4259.660156
	Iteration 57Q: 3 clusters Score -617799.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -617808.375000 Penalty: 4259.660156
	Iteration 58Q: 3 clusters Score -617808.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -617817.437500 Penalty: 4259.660156
	Iteration 59Q: 3 clusters Score -617817.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -617825.625000 Penalty: 4259.660156
	Iteration 60F: 3 clusters Score -617825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -617832.812500 Penalty: 4259.660156
	Iteration 61Q: 3 clusters Score -617832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -617839.562500 Penalty: 4259.660156
	Iteration 62Q: 3 clusters Score -617839.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -617843.750000 Penalty: 4259.660156
	Iteration 63Q: 3 clusters Score -617843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -617847.312500 Penalty: 4259.660156
	Iteration 64Q: 3 clusters Score -617847.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -617850.437500 Penalty: 4259.660156
	Iteration 65Q: 3 clusters Score -617850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -617854.875000 Penalty: 4259.660156
	Iteration 66Q: 3 clusters Score -617854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -617858.125000 Penalty: 4259.660156
	Iteration 67Q: 3 clusters Score -617858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -617859.062500 Penalty: 4259.660156
	Iteration 68Q: 3 clusters Score -617859.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -617865.125000 Penalty: 4259.660156
	Iteration 69Q: 3 clusters Score -617865.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -617869.812500 Penalty: 4259.660156
	Iteration 70Q: 3 clusters Score -617869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -617869.000000 Penalty: 4259.660156
	Iteration 71Q: 3 clusters Score -617869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -617870.875000 Penalty: 4259.660156
	Iteration 72Q: 3 clusters Score -617870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -617874.687500 Penalty: 4259.660156
	Iteration 73Q: 3 clusters Score -617874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -617874.125000 Penalty: 4259.660156
	Iteration 74Q: 3 clusters Score -617874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -617875.500000 Penalty: 4259.660156
	Iteration 75Q: 3 clusters Score -617875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -617877.812500 Penalty: 4259.660156
	Iteration 76Q: 3 clusters Score -617877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -617879.375000 Penalty: 4259.660156
	Iteration 77Q: 3 clusters Score -617879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -617881.250000 Penalty: 4259.660156
	Iteration 78Q: 3 clusters Score -617881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -617883.937500 Penalty: 4259.660156
	Iteration 79Q: 3 clusters Score -617883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -617887.750000 Penalty: 4259.660156
	Iteration 80F: 3 clusters Score -617887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -617889.500000 Penalty: 4259.660156
	Iteration 81Q: 3 clusters Score -617889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -617893.750000 Penalty: 4259.660156
	Iteration 82Q: 3 clusters Score -617893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -617895.000000 Penalty: 4259.660156
	Iteration 83Q: 3 clusters Score -617895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -617898.312500 Penalty: 4259.660156
	Iteration 84Q: 3 clusters Score -617898.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -617900.312500 Penalty: 4259.660156
	Iteration 85Q: 3 clusters Score -617900.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -617902.812500 Penalty: 4259.660156
	Iteration 86Q: 3 clusters Score -617902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -617903.062500 Penalty: 4259.660156
	Iteration 87Q: 3 clusters Score -617903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -617908.000000 Penalty: 4259.660156
	Iteration 88Q: 3 clusters Score -617908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -617909.000000 Penalty: 4259.660156
	Iteration 89Q: 3 clusters Score -617909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -617909.562500 Penalty: 4259.660156
	Iteration 90Q: 3 clusters Score -617909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -617910.562500 Penalty: 4259.660156
	Iteration 91Q: 3 clusters Score -617910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -617910.687500 Penalty: 4259.660156
	Iteration 92Q: 3 clusters Score -617910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -617910.687500 Penalty: 4259.660156
	Iteration 93F: 3 clusters Score -617910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -407664.437500 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -407664.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -404591.562500 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -404591.6 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -405672.843750 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -405672.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -406249.343750 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -406249.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -406557.312500 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -406557.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -406729.187500 Penalty: 3938.706299
	Iteration 4F: 3 clusters Score -406729.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -406860.875000 Penalty: 3938.706299
	Iteration 5Q: 3 clusters Score -406860.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -406943.312500 Penalty: 3938.706299
	Iteration 6Q: 3 clusters Score -406943.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -406985.812500 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -406985.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -407005.468750 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -407005.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -407020.312500 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -407020.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -407028.812500 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -407028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -407038.031250 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -407038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -407044.093750 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -407044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -407050.687500 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -407050.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -407051.875000 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -407051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -407053.343750 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -407053.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -407053.343750 Penalty: 3938.706299
	Iteration 16F: 3 clusters Score -407053.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1305706.875000 Penalty: 2312.977539
	Iteration 0F: 2 clusters Score -1305707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1297236.875000 Penalty: 4625.955078
	Iteration 0F: 3 clusters Score -1297237 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1299711.250000 Penalty: 4625.955078
	Iteration 1F: 3 clusters Score -1299711 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1299996.625000 Penalty: 4625.955078
	Iteration 2F: 3 clusters Score -1299997 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1300190.500000 Penalty: 4625.955078
	Iteration 3Q: 3 clusters Score -1300190 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1300352.000000 Penalty: 4625.955078
	Iteration 4Q: 3 clusters Score -1300352 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1300476.000000 Penalty: 4625.955078
	Iteration 5Q: 3 clusters Score -1300476 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1300602.000000 Penalty: 4625.955078
	Iteration 6Q: 3 clusters Score -1300602 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1300719.500000 Penalty: 4625.955078
	Iteration 7Q: 3 clusters Score -1300720 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1300838.750000 Penalty: 4625.955078
	Iteration 8Q: 3 clusters Score -1300839 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1300975.625000 Penalty: 4625.955078
	Iteration 9Q: 3 clusters Score -1300976 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1301134.625000 Penalty: 4625.955078
	Iteration 10Q: 3 clusters Score -1301135 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1301298.625000 Penalty: 4625.955078
	Iteration 11Q: 3 clusters Score -1301299 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1301456.500000 Penalty: 4625.955078
	Iteration 12Q: 3 clusters Score -1301456 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1301594.625000 Penalty: 4625.955078
	Iteration 13Q: 3 clusters Score -1301595 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1301733.000000 Penalty: 4625.955078
	Iteration 14Q: 3 clusters Score -1301733 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1301849.500000 Penalty: 4625.955078
	Iteration 15Q: 3 clusters Score -1301850 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1301948.875000 Penalty: 4625.955078
	Iteration 16Q: 3 clusters Score -1301949 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1302051.250000 Penalty: 4625.955078
	Iteration 17Q: 3 clusters Score -1302051 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1302158.750000 Penalty: 4625.955078
	Iteration 18Q: 3 clusters Score -1302159 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1302271.875000 Penalty: 4625.955078
	Iteration 19Q: 3 clusters Score -1302272 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1302402.625000 Penalty: 4625.955078
	Iteration 20F: 3 clusters Score -1302403 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1302537.375000 Penalty: 4625.955078
	Iteration 21Q: 3 clusters Score -1302537 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1302674.750000 Penalty: 4625.955078
	Iteration 22Q: 3 clusters Score -1302675 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1302813.375000 Penalty: 4625.955078
	Iteration 23Q: 3 clusters Score -1302813 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1302964.000000 Penalty: 4625.955078
	Iteration 24Q: 3 clusters Score -1302964 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1303120.875000 Penalty: 4625.955078
	Iteration 25Q: 3 clusters Score -1303121 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1303257.125000 Penalty: 4625.955078
	Iteration 26Q: 3 clusters Score -1303257 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1303378.125000 Penalty: 4625.955078
	Iteration 27Q: 3 clusters Score -1303378 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1303487.875000 Penalty: 4625.955078
	Iteration 28Q: 3 clusters Score -1303488 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1303581.375000 Penalty: 4625.955078
	Iteration 29Q: 3 clusters Score -1303581 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1303672.625000 Penalty: 4625.955078
	Iteration 30Q: 3 clusters Score -1303673 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1303720.250000 Penalty: 4625.955078
	Iteration 31Q: 3 clusters Score -1303720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1303749.250000 Penalty: 4625.955078
	Iteration 32Q: 3 clusters Score -1303749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1303773.625000 Penalty: 4625.955078
	Iteration 33Q: 3 clusters Score -1303774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1303790.000000 Penalty: 4625.955078
	Iteration 34Q: 3 clusters Score -1303790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1303804.750000 Penalty: 4625.955078
	Iteration 35Q: 3 clusters Score -1303805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1303819.500000 Penalty: 4625.955078
	Iteration 36Q: 3 clusters Score -1303820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1303829.000000 Penalty: 4625.955078
	Iteration 37Q: 3 clusters Score -1303829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1303838.000000 Penalty: 4625.955078
	Iteration 38Q: 3 clusters Score -1303838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1303847.625000 Penalty: 4625.955078
	Iteration 39Q: 3 clusters Score -1303848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1303853.125000 Penalty: 4625.955078
	Iteration 40F: 3 clusters Score -1303853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1303858.500000 Penalty: 4625.955078
	Iteration 41Q: 3 clusters Score -1303858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1303859.875000 Penalty: 4625.955078
	Iteration 42Q: 3 clusters Score -1303860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1303859.500000 Penalty: 4625.955078
	Iteration 43Q: 3 clusters Score -1303860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1303860.875000 Penalty: 4625.955078
	Iteration 44Q: 3 clusters Score -1303861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1303862.625000 Penalty: 4625.955078
	Iteration 45Q: 3 clusters Score -1303863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1303862.625000 Penalty: 4625.955078
	Iteration 46F: 3 clusters Score -1303863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Entering Unmasked Estep 
Score: -459175.343750 Penalty: 2056.986328
	Iteration 0F: 2 clusters Score -459175.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -455314.250000 Penalty: 4113.972656
	Iteration 0F: 3 clusters Score -455314.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -456251.031250 Penalty: 4113.972656
	Iteration 1F: 3 clusters Score -456251 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -456518.562500 Penalty: 4113.972656
	Iteration 2F: 3 clusters Score -456518.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -456715.531250 Penalty: 4113.972656
	Iteration 3F: 3 clusters Score -456715.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -456870.843750 Penalty: 4113.972656
	Iteration 4Q: 3 clusters Score -456870.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -457014.187500 Penalty: 4113.972656
	Iteration 5Q: 3 clusters Score -457014.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -457151.812500 Penalty: 4113.972656
	Iteration 6Q: 3 clusters Score -457151.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -457251.281250 Penalty: 4113.972656
	Iteration 7Q: 3 clusters Score -457251.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -457340.906250 Penalty: 4113.972656
	Iteration 8Q: 3 clusters Score -457340.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -457405.656250 Penalty: 4113.972656
	Iteration 9Q: 3 clusters Score -457405.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -457453.312500 Penalty: 4113.972656
	Iteration 10Q: 3 clusters Score -457453.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -457495.531250 Penalty: 4113.972656
	Iteration 11Q: 3 clusters Score -457495.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -457528.187500 Penalty: 4113.972656
	Iteration 12Q: 3 clusters Score -457528.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -457548.531250 Penalty: 4113.972656
	Iteration 13Q: 3 clusters Score -457548.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -457560.875000 Penalty: 4113.972656
	Iteration 14Q: 3 clusters Score -457560.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -457568.312500 Penalty: 4113.972656
	Iteration 15Q: 3 clusters Score -457568.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -457574.406250 Penalty: 4113.972656
	Iteration 16Q: 3 clusters Score -457574.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -457577.937500 Penalty: 4113.972656
	Iteration 17Q: 3 clusters Score -457577.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -457582.968750 Penalty: 4113.972656
	Iteration 18Q: 3 clusters Score -457583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -457587.406250 Penalty: 4113.972656
	Iteration 19Q: 3 clusters Score -457587.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -457590.875000 Penalty: 4113.972656
	Iteration 20F: 3 clusters Score -457590.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -457594.468750 Penalty: 4113.972656
	Iteration 21Q: 3 clusters Score -457594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -457595.781250 Penalty: 4113.972656
	Iteration 22Q: 3 clusters Score -457595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -457596.937500 Penalty: 4113.972656
	Iteration 23Q: 3 clusters Score -457596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -457597.156250 Penalty: 4113.972656
	Iteration 24Q: 3 clusters Score -457597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -457596.937500 Penalty: 4113.972656
	Iteration 25Q: 3 clusters Score -457596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -457596.937500 Penalty: 4113.972656
	Iteration 26F: 3 clusters Score -457596.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -25142.662109 Penalty: 1301.261963
	Iteration 0F: 2 clusters Score -25142.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24056.804688 Penalty: 2602.523926
	Iteration 0F: 3 clusters Score -24056.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24209.619141 Penalty: 2602.523926
	Iteration 1F: 3 clusters Score -24209.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24241.853516 Penalty: 2602.523926
	Iteration 2Q: 3 clusters Score -24241.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24250.509766 Penalty: 2602.523926
	Iteration 3Q: 3 clusters Score -24250.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24262.871094 Penalty: 2602.523926
	Iteration 4Q: 3 clusters Score -24262.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24264.490234 Penalty: 2602.523926
	Iteration 5Q: 3 clusters Score -24264.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24264.490234 Penalty: 2602.523926
	Iteration 6F: 3 clusters Score -24264.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -55775.085938 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -55775.09 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 203 members 
Entering Unmasked Estep 
Score: -54365.945312 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -54365.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54692.367188 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -54692.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54807.054688 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -54807.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54852.472656 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -54852.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54882.515625 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -54882.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54900.839844 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -54900.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54905.179688 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -54905.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54905.179688 Penalty: 2982.802734
	Iteration 7F: 3 clusters Score -54905.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (4202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Entering Unmasked Estep 
Score: -478729.937500 Penalty: 2069.142334
	Iteration 0F: 2 clusters Score -478729.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -474711.437500 Penalty: 4138.284668
	Iteration 0F: 3 clusters Score -474711.4 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -475582.468750 Penalty: 4138.284668
	Iteration 1F: 3 clusters Score -475582.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -475760.031250 Penalty: 4138.284668
	Iteration 2F: 3 clusters Score -475760 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -475881.531250 Penalty: 4138.284668
	Iteration 3Q: 3 clusters Score -475881.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -475954.468750 Penalty: 4138.284668
	Iteration 4Q: 3 clusters Score -475954.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -476009.093750 Penalty: 4138.284668
	Iteration 5Q: 3 clusters Score -476009.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -476063.312500 Penalty: 4138.284668
	Iteration 6Q: 3 clusters Score -476063.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -476129.406250 Penalty: 4138.284668
	Iteration 7Q: 3 clusters Score -476129.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -476212.250000 Penalty: 4138.284668
	Iteration 8Q: 3 clusters Score -476212.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -476296.437500 Penalty: 4138.284668
	Iteration 9Q: 3 clusters Score -476296.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -476378.312500 Penalty: 4138.284668
	Iteration 10Q: 3 clusters Score -476378.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -476481.500000 Penalty: 4138.284668
	Iteration 11Q: 3 clusters Score -476481.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -476583.218750 Penalty: 4138.284668
	Iteration 12Q: 3 clusters Score -476583.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -476678.875000 Penalty: 4138.284668
	Iteration 13Q: 3 clusters Score -476678.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -476763.062500 Penalty: 4138.284668
	Iteration 14Q: 3 clusters Score -476763.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -476840.250000 Penalty: 4138.284668
	Iteration 15Q: 3 clusters Score -476840.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -476908.281250 Penalty: 4138.284668
	Iteration 16Q: 3 clusters Score -476908.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -476946.906250 Penalty: 4138.284668
	Iteration 17Q: 3 clusters Score -476946.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -476972.281250 Penalty: 4138.284668
	Iteration 18Q: 3 clusters Score -476972.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -476990.375000 Penalty: 4138.284668
	Iteration 19Q: 3 clusters Score -476990.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -477004.531250 Penalty: 4138.284668
	Iteration 20F: 3 clusters Score -477004.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -477019.625000 Penalty: 4138.284668
	Iteration 21Q: 3 clusters Score -477019.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -477030.250000 Penalty: 4138.284668
	Iteration 22Q: 3 clusters Score -477030.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -477042.343750 Penalty: 4138.284668
	Iteration 23Q: 3 clusters Score -477042.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -477053.500000 Penalty: 4138.284668
	Iteration 24Q: 3 clusters Score -477053.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -477060.375000 Penalty: 4138.284668
	Iteration 25Q: 3 clusters Score -477060.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -477068.500000 Penalty: 4138.284668
	Iteration 26Q: 3 clusters Score -477068.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -477074.687500 Penalty: 4138.284668
	Iteration 27Q: 3 clusters Score -477074.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -477082.406250 Penalty: 4138.284668
	Iteration 28Q: 3 clusters Score -477082.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -477086.875000 Penalty: 4138.284668
	Iteration 29Q: 3 clusters Score -477086.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -477090.906250 Penalty: 4138.284668
	Iteration 30Q: 3 clusters Score -477090.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -477095.656250 Penalty: 4138.284668
	Iteration 31Q: 3 clusters Score -477095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -477100.843750 Penalty: 4138.284668
	Iteration 32Q: 3 clusters Score -477100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -477104.187500 Penalty: 4138.284668
	Iteration 33Q: 3 clusters Score -477104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -477105.812500 Penalty: 4138.284668
	Iteration 34Q: 3 clusters Score -477105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -477105.343750 Penalty: 4138.284668
	Iteration 35Q: 3 clusters Score -477105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -477106.312500 Penalty: 4138.284668
	Iteration 36Q: 3 clusters Score -477106.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -477106.312500 Penalty: 4138.284668
	Iteration 37F: 3 clusters Score -477106.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -100097.492188 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -100097.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -98484.437500 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -98484.44 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -98761.734375 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -98761.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -98862.523438 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -98862.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98918.000000 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -98918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98975.375000 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -98975.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -99070.539062 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -99070.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -99149.320312 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -99149.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -99184.429688 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -99184.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -99227.109375 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -99227.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -99254.609375 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -99254.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -99263.750000 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -99263.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -99265.273438 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -99265.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -99268.007812 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -99268.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -99270.257812 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -99270.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -99272.015625 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -99272.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -99274.523438 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -99274.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -99274.523438 Penalty: 3207.978516
	Iteration 16F: 3 clusters Score -99274.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 43743 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52343 members 
Mstep: Class 27 contains 25821 members 
Mstep: Class 28 contains 52974 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 41738 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2860 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1574 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11094 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25557 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 6489 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8427 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 5367 members 
Mstep: Class 67 contains 2810 members 
Mstep: Class 68 contains 11232 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760152.000000 Penalty: 256551.531250
Iteration 199Q: 75 clusters Score -1.337602e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 21845 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 34224 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9950 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187970 members 
Mstep: Class 13 contains 186927 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17508 members 
Mstep: Class 21 contains 13252 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 43728 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11530 members 
Mstep: Class 26 contains 52349 members 
Mstep: Class 27 contains 25814 members 
Mstep: Class 28 contains 52952 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175619 members 
Mstep: Class 34 contains 8158 members 
Mstep: Class 35 contains 41727 members 
Mstep: Class 36 contains 6008 members 
Mstep: Class 37 contains 575 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2861 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1571 members 
Mstep: Class 45 contains 8531 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11093 members 
Mstep: Class 48 contains 5615 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33821 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25553 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 6483 members 
Mstep: Class 58 contains 1190 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8429 members 
Mstep: Class 62 contains 867 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 800 members 
Mstep: Class 66 contains 5445 members 
Mstep: Class 67 contains 2811 members 
Mstep: Class 68 contains 11234 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 190 members 
Mstep: Class 71 contains 410 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760616.000000 Penalty: 256551.531250
Iteration 200F: 75 clusters Score -1.337606e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 17864 members 
Mstep: Class 3 contains 21836 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 34221 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9951 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187966 members 
Mstep: Class 13 contains 186928 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 21 contains 13256 members 
Mstep: Class 22 contains 798 members 
Mstep: Class 23 contains 43710 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11528 members 
Mstep: Class 26 contains 52350 members 
Mstep: Class 27 contains 25802 members 
Mstep: Class 28 contains 52933 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175616 members 
Mstep: Class 34 contains 8157 members 
Mstep: Class 35 contains 41715 members 
Mstep: Class 36 contains 6009 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1570 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5613 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33849 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25551 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 322 members 
Mstep: Class 57 contains 6483 members 
Mstep: Class 58 contains 1189 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8430 members 
Mstep: Class 62 contains 856 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 795 members 
Mstep: Class 66 contains 5560 members 
Mstep: Class 67 contains 2811 members 
Mstep: Class 68 contains 11235 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 409 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760744.000000 Penalty: 256551.531250
Iteration 201Q: 75 clusters Score -1.337607e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 17866 members 
Mstep: Class 3 contains 21827 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 34219 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 9959 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187958 members 
Mstep: Class 13 contains 186926 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17497 members 
Mstep: Class 21 contains 13258 members 
Mstep: Class 22 contains 781 members 
Mstep: Class 23 contains 43688 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11528 members 
Mstep: Class 26 contains 52349 members 
Mstep: Class 27 contains 25791 members 
Mstep: Class 28 contains 52916 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175611 members 
Mstep: Class 34 contains 8158 members 
Mstep: Class 35 contains 41694 members 
Mstep: Class 36 contains 6009 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1569 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5614 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33878 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25548 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 6487 members 
Mstep: Class 58 contains 1187 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8429 members 
Mstep: Class 62 contains 848 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 794 members 
Mstep: Class 66 contains 5667 members 
Mstep: Class 67 contains 2812 members 
Mstep: Class 68 contains 11237 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761008.000000 Penalty: 256551.531250
Iteration 202Q: 75 clusters Score -1.33761e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 17870 members 
Mstep: Class 3 contains 21822 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 34213 members 
Mstep: Class 8 contains 9930 members 
Mstep: Class 9 contains 9970 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187949 members 
Mstep: Class 13 contains 186928 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17489 members 
Mstep: Class 21 contains 13259 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 43655 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11527 members 
Mstep: Class 26 contains 52357 members 
Mstep: Class 27 contains 25782 members 
Mstep: Class 28 contains 52900 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175605 members 
Mstep: Class 34 contains 8157 members 
Mstep: Class 35 contains 41686 members 
Mstep: Class 36 contains 6009 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1568 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5621 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33906 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25539 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 293 members 
Mstep: Class 57 contains 6490 members 
Mstep: Class 58 contains 1185 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8429 members 
Mstep: Class 62 contains 839 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 5776 members 
Mstep: Class 67 contains 2813 members 
Mstep: Class 68 contains 11239 members 
Mstep: Class 69 contains 4001 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761160.000000 Penalty: 256551.531250
Iteration 203Q: 75 clusters Score -1.337612e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 17871 members 
Mstep: Class 3 contains 21816 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 34207 members 
Mstep: Class 8 contains 9931 members 
Mstep: Class 9 contains 9977 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187931 members 
Mstep: Class 13 contains 186932 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2730 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17485 members 
Mstep: Class 21 contains 13257 members 
Mstep: Class 22 contains 748 members 
Mstep: Class 23 contains 43614 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 11528 members 
Mstep: Class 26 contains 52369 members 
Mstep: Class 27 contains 25767 members 
Mstep: Class 28 contains 52880 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175597 members 
Mstep: Class 34 contains 8153 members 
Mstep: Class 35 contains 41670 members 
Mstep: Class 36 contains 6010 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2863 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1569 members 
Mstep: Class 45 contains 8532 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5625 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33930 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25530 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 284 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1184 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8429 members 
Mstep: Class 62 contains 829 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 2812 members 
Mstep: Class 68 contains 11240 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761448.000000 Penalty: 256551.531250
Iteration 204Q: 75 clusters Score -1.337614e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 17874 members 
Mstep: Class 3 contains 21815 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 34195 members 
Mstep: Class 8 contains 9931 members 
Mstep: Class 9 contains 9983 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187908 members 
Mstep: Class 13 contains 186929 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17477 members 
Mstep: Class 21 contains 13255 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 43579 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 11527 members 
Mstep: Class 26 contains 52384 members 
Mstep: Class 27 contains 25762 members 
Mstep: Class 28 contains 52857 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4898 members 
Mstep: Class 33 contains 175601 members 
Mstep: Class 34 contains 8156 members 
Mstep: Class 35 contains 41653 members 
Mstep: Class 36 contains 6010 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1571 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5630 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4950 members 
Mstep: Class 51 contains 33963 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25527 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1182 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8432 members 
Mstep: Class 62 contains 820 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 798 members 
Mstep: Class 66 contains 5985 members 
Mstep: Class 67 contains 2813 members 
Mstep: Class 68 contains 11243 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761624.000000 Penalty: 256551.531250
Iteration 205Q: 75 clusters Score -1.337616e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 17877 members 
Mstep: Class 3 contains 21810 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2024 members 
Mstep: Class 7 contains 34193 members 
Mstep: Class 8 contains 9931 members 
Mstep: Class 9 contains 9986 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187898 members 
Mstep: Class 13 contains 186925 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 13250 members 
Mstep: Class 22 contains 725 members 
Mstep: Class 23 contains 43556 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 11525 members 
Mstep: Class 26 contains 52400 members 
Mstep: Class 27 contains 25749 members 
Mstep: Class 28 contains 52839 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4898 members 
Mstep: Class 33 contains 175598 members 
Mstep: Class 34 contains 8157 members 
Mstep: Class 35 contains 41648 members 
Mstep: Class 36 contains 6011 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1572 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5637 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 33988 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25523 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 273 members 
Mstep: Class 57 contains 6506 members 
Mstep: Class 58 contains 1181 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8434 members 
Mstep: Class 62 contains 810 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 798 members 
Mstep: Class 66 contains 6081 members 
Mstep: Class 67 contains 2813 members 
Mstep: Class 68 contains 11243 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761672.000000 Penalty: 256551.531250
Iteration 206Q: 75 clusters Score -1.337617e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 17877 members 
Mstep: Class 3 contains 21802 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 34185 members 
Mstep: Class 8 contains 9932 members 
Mstep: Class 9 contains 9988 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187906 members 
Mstep: Class 13 contains 186923 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17456 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 43523 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 11523 members 
Mstep: Class 26 contains 52412 members 
Mstep: Class 27 contains 25748 members 
Mstep: Class 28 contains 52824 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4898 members 
Mstep: Class 33 contains 175599 members 
Mstep: Class 34 contains 8155 members 
Mstep: Class 35 contains 41638 members 
Mstep: Class 36 contains 6011 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1572 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5647 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34010 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25517 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8435 members 
Mstep: Class 62 contains 805 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 798 members 
Mstep: Class 66 contains 6171 members 
Mstep: Class 67 contains 2814 members 
Mstep: Class 68 contains 11243 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761496.000000 Penalty: 256551.531250
Iteration 207Q: 75 clusters Score -1.337615e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 17879 members 
Mstep: Class 3 contains 21795 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 34170 members 
Mstep: Class 8 contains 9933 members 
Mstep: Class 9 contains 9990 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187896 members 
Mstep: Class 13 contains 186928 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17448 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 713 members 
Mstep: Class 23 contains 43508 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 11526 members 
Mstep: Class 26 contains 52417 members 
Mstep: Class 27 contains 25744 members 
Mstep: Class 28 contains 52804 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4898 members 
Mstep: Class 33 contains 175598 members 
Mstep: Class 34 contains 8153 members 
Mstep: Class 35 contains 41633 members 
Mstep: Class 36 contains 6011 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9900 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1572 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5654 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34035 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25514 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6495 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8433 members 
Mstep: Class 62 contains 803 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6257 members 
Mstep: Class 67 contains 2814 members 
Mstep: Class 68 contains 11244 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761720.000000 Penalty: 256551.531250
Iteration 208Q: 75 clusters Score -1.337617e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 17881 members 
Mstep: Class 3 contains 21786 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 34152 members 
Mstep: Class 8 contains 9934 members 
Mstep: Class 9 contains 9996 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187908 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17443 members 
Mstep: Class 21 contains 13254 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43478 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 11526 members 
Mstep: Class 26 contains 52420 members 
Mstep: Class 27 contains 25734 members 
Mstep: Class 28 contains 52790 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175594 members 
Mstep: Class 34 contains 8151 members 
Mstep: Class 35 contains 41630 members 
Mstep: Class 36 contains 6007 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9900 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1570 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5663 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34055 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25514 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6492 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8432 members 
Mstep: Class 62 contains 801 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6308 members 
Mstep: Class 67 contains 2817 members 
Mstep: Class 68 contains 11244 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761672.000000 Penalty: 256551.531250
Iteration 209Q: 75 clusters Score -1.337617e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 17884 members 
Mstep: Class 3 contains 21779 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34153 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187919 members 
Mstep: Class 13 contains 186934 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 13254 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43451 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 11524 members 
Mstep: Class 26 contains 52412 members 
Mstep: Class 27 contains 25727 members 
Mstep: Class 28 contains 52779 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175597 members 
Mstep: Class 34 contains 8150 members 
Mstep: Class 35 contains 41630 members 
Mstep: Class 36 contains 6006 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9901 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1569 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5673 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34072 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25511 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6488 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8432 members 
Mstep: Class 62 contains 799 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6355 members 
Mstep: Class 67 contains 2818 members 
Mstep: Class 68 contains 11244 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761560.000000 Penalty: 256551.531250
Iteration 210Q: 75 clusters Score -1.337616e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 21775 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34147 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 9998 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187923 members 
Mstep: Class 13 contains 186938 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17423 members 
Mstep: Class 21 contains 13256 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43424 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 11523 members 
Mstep: Class 26 contains 52414 members 
Mstep: Class 27 contains 25716 members 
Mstep: Class 28 contains 52769 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175595 members 
Mstep: Class 34 contains 8151 members 
Mstep: Class 35 contains 41628 members 
Mstep: Class 36 contains 6004 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9901 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1568 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5684 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34085 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25509 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6485 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8432 members 
Mstep: Class 62 contains 797 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6393 members 
Mstep: Class 67 contains 2820 members 
Mstep: Class 68 contains 11245 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761648.000000 Penalty: 256551.531250
Iteration 211Q: 75 clusters Score -1.337616e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 17893 members 
Mstep: Class 3 contains 21772 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34142 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 10001 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187917 members 
Mstep: Class 13 contains 186938 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 13255 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43408 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11524 members 
Mstep: Class 26 contains 52417 members 
Mstep: Class 27 contains 25713 members 
Mstep: Class 28 contains 52762 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175596 members 
Mstep: Class 34 contains 8150 members 
Mstep: Class 35 contains 41620 members 
Mstep: Class 36 contains 6002 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11092 members 
Mstep: Class 48 contains 5689 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34099 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25507 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6485 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8432 members 
Mstep: Class 62 contains 797 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6429 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11246 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761752.000000 Penalty: 256551.531250
Iteration 212Q: 75 clusters Score -1.337618e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 17895 members 
Mstep: Class 3 contains 21768 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34138 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187908 members 
Mstep: Class 13 contains 186940 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17412 members 
Mstep: Class 21 contains 13254 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43387 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11525 members 
Mstep: Class 26 contains 52429 members 
Mstep: Class 27 contains 25712 members 
Mstep: Class 28 contains 52753 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4898 members 
Mstep: Class 33 contains 175592 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41617 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11091 members 
Mstep: Class 48 contains 5696 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34116 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25505 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6485 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8432 members 
Mstep: Class 62 contains 797 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6468 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11247 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761632.000000 Penalty: 256551.531250
Iteration 213Q: 75 clusters Score -1.337616e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 17898 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34130 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 10004 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 187892 members 
Mstep: Class 13 contains 186946 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17408 members 
Mstep: Class 21 contains 13252 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43379 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11524 members 
Mstep: Class 26 contains 52433 members 
Mstep: Class 27 contains 25706 members 
Mstep: Class 28 contains 52739 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175593 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41610 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11091 members 
Mstep: Class 48 contains 5704 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34138 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25501 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6485 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8432 members 
Mstep: Class 62 contains 797 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6511 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11248 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761672.000000 Penalty: 256551.531250
Iteration 214Q: 75 clusters Score -1.337617e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 17896 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34124 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 10004 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187892 members 
Mstep: Class 13 contains 186951 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17401 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43369 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11525 members 
Mstep: Class 26 contains 52439 members 
Mstep: Class 27 contains 25698 members 
Mstep: Class 28 contains 52723 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175597 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41602 members 
Mstep: Class 36 contains 5998 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11091 members 
Mstep: Class 48 contains 5715 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34159 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25498 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6484 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8432 members 
Mstep: Class 62 contains 797 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6545 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11249 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761600.000000 Penalty: 256551.531250
Iteration 215Q: 75 clusters Score -1.337616e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 17898 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34127 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 10004 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187893 members 
Mstep: Class 13 contains 186944 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17387 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43360 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11526 members 
Mstep: Class 26 contains 52428 members 
Mstep: Class 27 contains 25697 members 
Mstep: Class 28 contains 52714 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10394 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175603 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41600 members 
Mstep: Class 36 contains 5996 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9904 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11090 members 
Mstep: Class 48 contains 5727 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34172 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25498 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6482 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8432 members 
Mstep: Class 62 contains 797 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6575 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11250 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761568.000000 Penalty: 256551.531250
Iteration 216Q: 75 clusters Score -1.337616e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 17898 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34131 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187891 members 
Mstep: Class 13 contains 186939 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17378 members 
Mstep: Class 21 contains 13250 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43360 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11525 members 
Mstep: Class 26 contains 52423 members 
Mstep: Class 27 contains 25703 members 
Mstep: Class 28 contains 52698 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10393 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41598 members 
Mstep: Class 36 contains 5995 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11090 members 
Mstep: Class 48 contains 5736 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34190 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25495 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6482 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8433 members 
Mstep: Class 62 contains 797 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6596 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11251 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4202 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761448.000000 Penalty: 256551.531250
Iteration 217Q: 75 clusters Score -1.337614e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 17898 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34135 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187898 members 
Mstep: Class 13 contains 186936 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17366 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43353 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11527 members 
Mstep: Class 26 contains 52419 members 
Mstep: Class 27 contains 25700 members 
Mstep: Class 28 contains 52685 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10393 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175615 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41594 members 
Mstep: Class 36 contains 5995 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11090 members 
Mstep: Class 48 contains 5748 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4951 members 
Mstep: Class 51 contains 34208 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25487 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6481 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8434 members 
Mstep: Class 62 contains 797 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6615 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11252 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761416.000000 Penalty: 256551.531250
Iteration 218Q: 75 clusters Score -1.337614e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 17899 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34135 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187895 members 
Mstep: Class 13 contains 186932 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17356 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43351 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11529 members 
Mstep: Class 26 contains 52414 members 
Mstep: Class 27 contains 25699 members 
Mstep: Class 28 contains 52673 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10393 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175616 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41595 members 
Mstep: Class 36 contains 5996 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11090 members 
Mstep: Class 48 contains 5757 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34223 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25483 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6484 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8433 members 
Mstep: Class 62 contains 797 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5565 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6631 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11251 members 
Mstep: Class 69 contains 4002 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761352.000000 Penalty: 256551.531250
Iteration 219Q: 75 clusters Score -1.337614e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 17901 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34132 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187896 members 
Mstep: Class 13 contains 186931 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17345 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43350 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11530 members 
Mstep: Class 26 contains 52415 members 
Mstep: Class 27 contains 25702 members 
Mstep: Class 28 contains 52664 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10393 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175613 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41592 members 
Mstep: Class 36 contains 5996 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11090 members 
Mstep: Class 48 contains 5767 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34233 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25480 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6484 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8433 members 
Mstep: Class 62 contains 797 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5565 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6648 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11251 members 
Mstep: Class 69 contains 4003 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761408.000000 Penalty: 256551.531250
Iteration 220F: 75 clusters Score -1.337614e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 17903 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 34128 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 10004 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187897 members 
Mstep: Class 13 contains 186931 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5378 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17341 members 
Mstep: Class 21 contains 13248 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43349 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 52420 members 
Mstep: Class 27 contains 25698 members 
Mstep: Class 28 contains 52653 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10393 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175615 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41591 members 
Mstep: Class 36 contains 5996 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2863 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2061 members 
Mstep: Class 47 contains 11090 members 
Mstep: Class 48 contains 5773 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34245 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25476 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6483 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8434 members 
Mstep: Class 62 contains 791 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5565 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6664 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11251 members 
Mstep: Class 69 contains 4003 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761480.000000 Penalty: 256551.531250
Iteration 221Q: 75 clusters Score -1.337615e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 17905 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4459 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 34125 members 
Mstep: Class 8 contains 9937 members 
Mstep: Class 9 contains 10004 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187894 members 
Mstep: Class 13 contains 186931 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17335 members 
Mstep: Class 21 contains 13248 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43346 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 52417 members 
Mstep: Class 27 contains 25697 members 
Mstep: Class 28 contains 52641 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10393 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175616 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41588 members 
Mstep: Class 36 contains 5996 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9903 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11090 members 
Mstep: Class 48 contains 5776 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34258 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25474 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6481 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8436 members 
Mstep: Class 62 contains 786 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 797 members 
Mstep: Class 66 contains 6681 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11250 members 
Mstep: Class 69 contains 4003 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761440.000000 Penalty: 256551.531250
Iteration 222Q: 75 clusters Score -1.337614e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 17907 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34124 members 
Mstep: Class 8 contains 9937 members 
Mstep: Class 9 contains 10002 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187890 members 
Mstep: Class 13 contains 186930 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17329 members 
Mstep: Class 21 contains 13248 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43343 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52414 members 
Mstep: Class 27 contains 25698 members 
Mstep: Class 28 contains 52631 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10393 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175618 members 
Mstep: Class 34 contains 8149 members 
Mstep: Class 35 contains 41581 members 
Mstep: Class 36 contains 5994 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11090 members 
Mstep: Class 48 contains 5783 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34271 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25474 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6477 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6693 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11250 members 
Mstep: Class 69 contains 4003 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761448.000000 Penalty: 256551.531250
Iteration 223Q: 75 clusters Score -1.337614e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 17907 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34120 members 
Mstep: Class 8 contains 9938 members 
Mstep: Class 9 contains 10000 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187891 members 
Mstep: Class 13 contains 186931 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43339 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52415 members 
Mstep: Class 27 contains 25699 members 
Mstep: Class 28 contains 52624 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10393 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175616 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41579 members 
Mstep: Class 36 contains 5996 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11089 members 
Mstep: Class 48 contains 5790 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34281 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25474 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6475 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8436 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6703 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11249 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761376.000000 Penalty: 256551.531250
Iteration 224Q: 75 clusters Score -1.337614e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 17906 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34116 members 
Mstep: Class 8 contains 9940 members 
Mstep: Class 9 contains 10002 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187890 members 
Mstep: Class 13 contains 186930 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17320 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43341 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52403 members 
Mstep: Class 27 contains 25697 members 
Mstep: Class 28 contains 52619 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10393 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175615 members 
Mstep: Class 34 contains 8149 members 
Mstep: Class 35 contains 41579 members 
Mstep: Class 36 contains 5997 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5797 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34290 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25475 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6473 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6720 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11248 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761464.000000 Penalty: 256551.531250
Iteration 225Q: 75 clusters Score -1.337615e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 17906 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34114 members 
Mstep: Class 8 contains 9940 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187891 members 
Mstep: Class 13 contains 186928 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17320 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43340 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11532 members 
Mstep: Class 26 contains 52407 members 
Mstep: Class 27 contains 25697 members 
Mstep: Class 28 contains 52611 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175613 members 
Mstep: Class 34 contains 8149 members 
Mstep: Class 35 contains 41580 members 
Mstep: Class 36 contains 5997 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11087 members 
Mstep: Class 48 contains 5803 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34300 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25475 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6470 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6730 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11247 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761496.000000 Penalty: 256551.531250
Iteration 226Q: 75 clusters Score -1.337615e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 17906 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34112 members 
Mstep: Class 8 contains 9941 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187885 members 
Mstep: Class 13 contains 186929 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17324 members 
Mstep: Class 21 contains 13250 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43339 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 52406 members 
Mstep: Class 27 contains 25696 members 
Mstep: Class 28 contains 52603 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10390 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175613 members 
Mstep: Class 34 contains 8149 members 
Mstep: Class 35 contains 41577 members 
Mstep: Class 36 contains 5997 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8533 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11087 members 
Mstep: Class 48 contains 5805 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34309 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25472 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6470 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6754 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11248 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761440.000000 Penalty: 256551.531250
Iteration 227Q: 75 clusters Score -1.337614e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 17907 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34102 members 
Mstep: Class 8 contains 9941 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187887 members 
Mstep: Class 13 contains 186932 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17332 members 
Mstep: Class 21 contains 13252 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43335 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11532 members 
Mstep: Class 26 contains 52405 members 
Mstep: Class 27 contains 25696 members 
Mstep: Class 28 contains 52593 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175612 members 
Mstep: Class 34 contains 8149 members 
Mstep: Class 35 contains 41577 members 
Mstep: Class 36 contains 5998 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8531 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11087 members 
Mstep: Class 48 contains 5806 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34317 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25468 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6467 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6773 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11247 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761472.000000 Penalty: 256551.531250
Iteration 228Q: 75 clusters Score -1.337615e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 17908 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34092 members 
Mstep: Class 8 contains 9941 members 
Mstep: Class 9 contains 10008 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187890 members 
Mstep: Class 13 contains 186930 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17330 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43334 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11534 members 
Mstep: Class 26 contains 52408 members 
Mstep: Class 27 contains 25693 members 
Mstep: Class 28 contains 52586 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175613 members 
Mstep: Class 34 contains 8149 members 
Mstep: Class 35 contains 41576 members 
Mstep: Class 36 contains 5998 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11089 members 
Mstep: Class 48 contains 5808 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34324 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25464 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6467 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6799 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11246 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761440.000000 Penalty: 256551.531250
Iteration 229Q: 75 clusters Score -1.337614e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 17907 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34088 members 
Mstep: Class 8 contains 9941 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187893 members 
Mstep: Class 13 contains 186925 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17327 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43336 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11537 members 
Mstep: Class 26 contains 52408 members 
Mstep: Class 27 contains 25691 members 
Mstep: Class 28 contains 52578 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175614 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41573 members 
Mstep: Class 36 contains 5998 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11089 members 
Mstep: Class 48 contains 5810 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34331 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25463 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6465 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6831 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11246 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761344.000000 Penalty: 256551.531250
Iteration 230Q: 75 clusters Score -1.337613e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 17907 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34083 members 
Mstep: Class 8 contains 9942 members 
Mstep: Class 9 contains 10014 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187891 members 
Mstep: Class 13 contains 186920 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 13254 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43334 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52406 members 
Mstep: Class 27 contains 25690 members 
Mstep: Class 28 contains 52572 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175614 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41574 members 
Mstep: Class 36 contains 5998 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5556 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11089 members 
Mstep: Class 48 contains 5815 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34341 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25462 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6463 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6856 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11246 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761488.000000 Penalty: 256551.531250
Iteration 231Q: 75 clusters Score -1.337615e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 17907 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34077 members 
Mstep: Class 8 contains 9944 members 
Mstep: Class 9 contains 10017 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187898 members 
Mstep: Class 13 contains 186916 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17319 members 
Mstep: Class 21 contains 13255 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43335 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11539 members 
Mstep: Class 26 contains 52398 members 
Mstep: Class 27 contains 25687 members 
Mstep: Class 28 contains 52563 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175614 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41577 members 
Mstep: Class 36 contains 5998 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11089 members 
Mstep: Class 48 contains 5818 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34351 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25459 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6461 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6882 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11246 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761432.000000 Penalty: 256551.531250
Iteration 232Q: 75 clusters Score -1.337614e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 17907 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34077 members 
Mstep: Class 8 contains 9944 members 
Mstep: Class 9 contains 10019 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 187905 members 
Mstep: Class 13 contains 186914 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17315 members 
Mstep: Class 21 contains 13256 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43333 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 52393 members 
Mstep: Class 27 contains 25684 members 
Mstep: Class 28 contains 52554 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175613 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 41577 members 
Mstep: Class 36 contains 5999 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11089 members 
Mstep: Class 48 contains 5821 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34360 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25452 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6461 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6910 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11246 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761472.000000 Penalty: 256551.531250
Iteration 233Q: 75 clusters Score -1.337615e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 17908 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34075 members 
Mstep: Class 8 contains 9945 members 
Mstep: Class 9 contains 10020 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187914 members 
Mstep: Class 13 contains 186915 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17309 members 
Mstep: Class 21 contains 13257 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43328 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11542 members 
Mstep: Class 26 contains 52387 members 
Mstep: Class 27 contains 25683 members 
Mstep: Class 28 contains 52542 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 41577 members 
Mstep: Class 36 contains 5998 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9901 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2060 members 
Mstep: Class 47 contains 11089 members 
Mstep: Class 48 contains 5826 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4952 members 
Mstep: Class 51 contains 34372 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25449 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6460 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8437 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6937 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11246 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761440.000000 Penalty: 256551.531250
Iteration 234Q: 75 clusters Score -1.337614e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 17908 members 
Mstep: Class 3 contains 21765 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34073 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 10020 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187924 members 
Mstep: Class 13 contains 186916 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17305 members 
Mstep: Class 21 contains 13256 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11542 members 
Mstep: Class 26 contains 52384 members 
Mstep: Class 27 contains 25681 members 
Mstep: Class 28 contains 52533 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175607 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41577 members 
Mstep: Class 36 contains 6000 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9901 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2059 members 
Mstep: Class 47 contains 11089 members 
Mstep: Class 48 contains 5828 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4953 members 
Mstep: Class 51 contains 34385 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25443 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6461 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8438 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6955 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11246 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761456.000000 Penalty: 256551.531250
Iteration 235Q: 75 clusters Score -1.337615e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 17908 members 
Mstep: Class 3 contains 21767 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34065 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 9 contains 10023 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187933 members 
Mstep: Class 13 contains 186916 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17299 members 
Mstep: Class 21 contains 13258 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11542 members 
Mstep: Class 26 contains 52381 members 
Mstep: Class 27 contains 25681 members 
Mstep: Class 28 contains 52525 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175607 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 41576 members 
Mstep: Class 36 contains 6000 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9901 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5832 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4953 members 
Mstep: Class 51 contains 34397 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25441 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6465 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 8440 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6969 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11246 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761384.000000 Penalty: 256551.531250
Iteration 236Q: 75 clusters Score -1.337614e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 17910 members 
Mstep: Class 3 contains 21765 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34065 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 9 contains 10023 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187948 members 
Mstep: Class 13 contains 186912 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17292 members 
Mstep: Class 21 contains 13259 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43314 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 11542 members 
Mstep: Class 26 contains 52376 members 
Mstep: Class 27 contains 25681 members 
Mstep: Class 28 contains 52520 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 175605 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41572 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9901 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5836 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4953 members 
Mstep: Class 51 contains 34405 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25441 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6465 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 8441 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 6995 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11246 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761480.000000 Penalty: 256551.531250
Iteration 237Q: 75 clusters Score -1.337615e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 17912 members 
Mstep: Class 3 contains 21765 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34062 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 9 contains 10026 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187960 members 
Mstep: Class 13 contains 186906 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17279 members 
Mstep: Class 21 contains 13260 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43310 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52374 members 
Mstep: Class 27 contains 25679 members 
Mstep: Class 28 contains 52514 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175603 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41566 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9901 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5839 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4954 members 
Mstep: Class 51 contains 34411 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25438 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6466 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8441 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7024 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11247 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761560.000000 Penalty: 256551.531250
Iteration 238Q: 75 clusters Score -1.337616e+08 nChanged 145
Entering ConstructFrom: 
Score: -133761560.000000 Penalty: 256551.531250
Entering ConstructFrom: 
Trying to split cluster 1 (11080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Entering Unmasked Estep 
Score: -1304103.625000 Penalty: 2309.598389
	Iteration 0F: 2 clusters Score -1304104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1295769.625000 Penalty: 4619.196777
	Iteration 0F: 3 clusters Score -1295770 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1298195.375000 Penalty: 4619.196777
	Iteration 1F: 3 clusters Score -1298195 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1298546.500000 Penalty: 4619.196777
	Iteration 2F: 3 clusters Score -1298546 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1298796.750000 Penalty: 4619.196777
	Iteration 3F: 3 clusters Score -1298797 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1299027.250000 Penalty: 4619.196777
	Iteration 4Q: 3 clusters Score -1299027 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1299216.125000 Penalty: 4619.196777
	Iteration 5Q: 3 clusters Score -1299216 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1299400.375000 Penalty: 4619.196777
	Iteration 6Q: 3 clusters Score -1299400 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1299568.000000 Penalty: 4619.196777
	Iteration 7Q: 3 clusters Score -1299568 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1299755.875000 Penalty: 4619.196777
	Iteration 8Q: 3 clusters Score -1299756 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1299941.250000 Penalty: 4619.196777
	Iteration 9Q: 3 clusters Score -1299941 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1300119.875000 Penalty: 4619.196777
	Iteration 10Q: 3 clusters Score -1300120 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1300325.000000 Penalty: 4619.196777
	Iteration 11Q: 3 clusters Score -1300325 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1300539.625000 Penalty: 4619.196777
	Iteration 12Q: 3 clusters Score -1300540 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1300743.625000 Penalty: 4619.196777
	Iteration 13Q: 3 clusters Score -1300744 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1300917.875000 Penalty: 4619.196777
	Iteration 14Q: 3 clusters Score -1300918 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1301069.875000 Penalty: 4619.196777
	Iteration 15Q: 3 clusters Score -1301070 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1301192.750000 Penalty: 4619.196777
	Iteration 16Q: 3 clusters Score -1301193 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1301294.750000 Penalty: 4619.196777
	Iteration 17Q: 3 clusters Score -1301295 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1301378.875000 Penalty: 4619.196777
	Iteration 18Q: 3 clusters Score -1301379 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1301454.750000 Penalty: 4619.196777
	Iteration 19Q: 3 clusters Score -1301455 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1301508.750000 Penalty: 4619.196777
	Iteration 20F: 3 clusters Score -1301509 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1301553.750000 Penalty: 4619.196777
	Iteration 21Q: 3 clusters Score -1301554 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1301594.625000 Penalty: 4619.196777
	Iteration 22Q: 3 clusters Score -1301595 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1301648.625000 Penalty: 4619.196777
	Iteration 23Q: 3 clusters Score -1301649 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1301691.000000 Penalty: 4619.196777
	Iteration 24Q: 3 clusters Score -1301691 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1301728.375000 Penalty: 4619.196777
	Iteration 25Q: 3 clusters Score -1301728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1301760.500000 Penalty: 4619.196777
	Iteration 26Q: 3 clusters Score -1301760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1301789.875000 Penalty: 4619.196777
	Iteration 27Q: 3 clusters Score -1301790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1301815.375000 Penalty: 4619.196777
	Iteration 28Q: 3 clusters Score -1301815 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1301833.625000 Penalty: 4619.196777
	Iteration 29Q: 3 clusters Score -1301834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1301852.500000 Penalty: 4619.196777
	Iteration 30Q: 3 clusters Score -1301852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1301861.875000 Penalty: 4619.196777
	Iteration 31Q: 3 clusters Score -1301862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1301869.125000 Penalty: 4619.196777
	Iteration 32Q: 3 clusters Score -1301869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1301875.250000 Penalty: 4619.196777
	Iteration 33Q: 3 clusters Score -1301875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1301877.625000 Penalty: 4619.196777
	Iteration 34Q: 3 clusters Score -1301878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1301886.125000 Penalty: 4619.196777
	Iteration 35Q: 3 clusters Score -1301886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1301888.125000 Penalty: 4619.196777
	Iteration 36Q: 3 clusters Score -1301888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1301892.250000 Penalty: 4619.196777
	Iteration 37Q: 3 clusters Score -1301892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1301894.750000 Penalty: 4619.196777
	Iteration 38Q: 3 clusters Score -1301895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1301895.375000 Penalty: 4619.196777
	Iteration 39Q: 3 clusters Score -1301895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1301897.750000 Penalty: 4619.196777
	Iteration 40F: 3 clusters Score -1301898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1301897.750000 Penalty: 4619.196777
	Iteration 41Q: 3 clusters Score -1301898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1301897.000000 Penalty: 4619.196777
	Iteration 42Q: 3 clusters Score -1301897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1301897.375000 Penalty: 4619.196777
	Iteration 43Q: 3 clusters Score -1301897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1301898.250000 Penalty: 4619.196777
	Iteration 44Q: 3 clusters Score -1301898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1301899.625000 Penalty: 4619.196777
	Iteration 45Q: 3 clusters Score -1301900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1301901.375000 Penalty: 4619.196777
	Iteration 46Q: 3 clusters Score -1301901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1301902.875000 Penalty: 4619.196777
	Iteration 47Q: 3 clusters Score -1301903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1301906.125000 Penalty: 4619.196777
	Iteration 48Q: 3 clusters Score -1301906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1301909.250000 Penalty: 4619.196777
	Iteration 49Q: 3 clusters Score -1301909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1301909.000000 Penalty: 4619.196777
	Iteration 50Q: 3 clusters Score -1301909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1301909.000000 Penalty: 4619.196777
	Iteration 51Q: 3 clusters Score -1301909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1301910.375000 Penalty: 4619.196777
	Iteration 52Q: 3 clusters Score -1301910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1301916.000000 Penalty: 4619.196777
	Iteration 53Q: 3 clusters Score -1301916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1301918.625000 Penalty: 4619.196777
	Iteration 54Q: 3 clusters Score -1301919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1301918.125000 Penalty: 4619.196777
	Iteration 55Q: 3 clusters Score -1301918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1301921.500000 Penalty: 4619.196777
	Iteration 56Q: 3 clusters Score -1301922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1301922.000000 Penalty: 4619.196777
	Iteration 57Q: 3 clusters Score -1301922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1301920.375000 Penalty: 4619.196777
	Iteration 58Q: 3 clusters Score -1301920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1301918.750000 Penalty: 4619.196777
	Iteration 59Q: 3 clusters Score -1301919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1301921.750000 Penalty: 4619.196777
	Iteration 60F: 3 clusters Score -1301922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1301923.000000 Penalty: 4619.196777
	Iteration 61Q: 3 clusters Score -1301923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1301926.250000 Penalty: 4619.196777
	Iteration 62Q: 3 clusters Score -1301926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1301929.250000 Penalty: 4619.196777
	Iteration 63Q: 3 clusters Score -1301929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1301930.625000 Penalty: 4619.196777
	Iteration 64Q: 3 clusters Score -1301931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1301936.250000 Penalty: 4619.196777
	Iteration 65Q: 3 clusters Score -1301936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1301935.375000 Penalty: 4619.196777
	Iteration 66Q: 3 clusters Score -1301935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1301940.875000 Penalty: 4619.196777
	Iteration 67Q: 3 clusters Score -1301941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1301944.500000 Penalty: 4619.196777
	Iteration 68Q: 3 clusters Score -1301944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1301948.750000 Penalty: 4619.196777
	Iteration 69Q: 3 clusters Score -1301949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1301949.375000 Penalty: 4619.196777
	Iteration 70Q: 3 clusters Score -1301949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1301952.750000 Penalty: 4619.196777
	Iteration 71Q: 3 clusters Score -1301953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1301952.125000 Penalty: 4619.196777
	Iteration 72Q: 3 clusters Score -1301952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1301954.250000 Penalty: 4619.196777
	Iteration 73Q: 3 clusters Score -1301954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1301954.125000 Penalty: 4619.196777
	Iteration 74Q: 3 clusters Score -1301954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1301958.875000 Penalty: 4619.196777
	Iteration 75Q: 3 clusters Score -1301959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1301957.250000 Penalty: 4619.196777
	Iteration 76Q: 3 clusters Score -1301957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1301958.750000 Penalty: 4619.196777
	Iteration 77Q: 3 clusters Score -1301959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1301961.000000 Penalty: 4619.196777
	Iteration 78Q: 3 clusters Score -1301961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1301961.500000 Penalty: 4619.196777
	Iteration 79Q: 3 clusters Score -1301962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1301961.250000 Penalty: 4619.196777
	Iteration 80F: 3 clusters Score -1301961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Entering Unmasked Estep 
Score: -2117548.000000 Penalty: 2428.720215
	Iteration 0F: 2 clusters Score -2117548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2104738.250000 Penalty: 4857.440430
	Iteration 0F: 3 clusters Score -2104738 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2109037.750000 Penalty: 4857.440430
	Iteration 1F: 3 clusters Score -2109038 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2109650.250000 Penalty: 4857.440430
	Iteration 2F: 3 clusters Score -2109650 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2110251.000000 Penalty: 4857.440430
	Iteration 3F: 3 clusters Score -2110251 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2110911.000000 Penalty: 4857.440430
	Iteration 4F: 3 clusters Score -2110911 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2111630.250000 Penalty: 4857.440430
	Iteration 5F: 3 clusters Score -2111630 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2112329.750000 Penalty: 4857.440430
	Iteration 6F: 3 clusters Score -2112330 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2112872.250000 Penalty: 4857.440430
	Iteration 7F: 3 clusters Score -2112872 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2113230.250000 Penalty: 4857.440430
	Iteration 8Q: 3 clusters Score -2113230 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2113457.250000 Penalty: 4857.440430
	Iteration 9Q: 3 clusters Score -2113457 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2113608.000000 Penalty: 4857.440430
	Iteration 10Q: 3 clusters Score -2113608 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2113710.500000 Penalty: 4857.440430
	Iteration 11Q: 3 clusters Score -2113710 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2113758.500000 Penalty: 4857.440430
	Iteration 12Q: 3 clusters Score -2113758 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2113795.250000 Penalty: 4857.440430
	Iteration 13Q: 3 clusters Score -2113795 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2113811.250000 Penalty: 4857.440430
	Iteration 14Q: 3 clusters Score -2113811 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2113841.250000 Penalty: 4857.440430
	Iteration 15Q: 3 clusters Score -2113841 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2113858.000000 Penalty: 4857.440430
	Iteration 16Q: 3 clusters Score -2113858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2113868.250000 Penalty: 4857.440430
	Iteration 17Q: 3 clusters Score -2113868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2113880.250000 Penalty: 4857.440430
	Iteration 18Q: 3 clusters Score -2113880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2113890.500000 Penalty: 4857.440430
	Iteration 19Q: 3 clusters Score -2113890 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2113901.500000 Penalty: 4857.440430
	Iteration 20F: 3 clusters Score -2113902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2113920.750000 Penalty: 4857.440430
	Iteration 21Q: 3 clusters Score -2113921 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2113935.750000 Penalty: 4857.440430
	Iteration 22Q: 3 clusters Score -2113936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2113935.000000 Penalty: 4857.440430
	Iteration 23Q: 3 clusters Score -2113935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2113946.750000 Penalty: 4857.440430
	Iteration 24Q: 3 clusters Score -2113947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2113961.750000 Penalty: 4857.440430
	Iteration 25Q: 3 clusters Score -2113962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2113976.500000 Penalty: 4857.440430
	Iteration 26Q: 3 clusters Score -2113976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2113986.000000 Penalty: 4857.440430
	Iteration 27Q: 3 clusters Score -2113986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2113995.750000 Penalty: 4857.440430
	Iteration 28Q: 3 clusters Score -2113996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2114015.750000 Penalty: 4857.440430
	Iteration 29Q: 3 clusters Score -2114016 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2114032.250000 Penalty: 4857.440430
	Iteration 30Q: 3 clusters Score -2114032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2114056.500000 Penalty: 4857.440430
	Iteration 31Q: 3 clusters Score -2114056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2114083.000000 Penalty: 4857.440430
	Iteration 32Q: 3 clusters Score -2114083 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2114104.500000 Penalty: 4857.440430
	Iteration 33Q: 3 clusters Score -2114104 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2114132.250000 Penalty: 4857.440430
	Iteration 34Q: 3 clusters Score -2114132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2114163.000000 Penalty: 4857.440430
	Iteration 35Q: 3 clusters Score -2114163 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2114189.750000 Penalty: 4857.440430
	Iteration 36Q: 3 clusters Score -2114190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2114214.750000 Penalty: 4857.440430
	Iteration 37Q: 3 clusters Score -2114215 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2114233.250000 Penalty: 4857.440430
	Iteration 38Q: 3 clusters Score -2114233 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2114273.000000 Penalty: 4857.440430
	Iteration 39Q: 3 clusters Score -2114273 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2114292.750000 Penalty: 4857.440430
	Iteration 40F: 3 clusters Score -2114293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2114313.750000 Penalty: 4857.440430
	Iteration 41Q: 3 clusters Score -2114314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2114339.750000 Penalty: 4857.440430
	Iteration 42Q: 3 clusters Score -2114340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2114368.000000 Penalty: 4857.440430
	Iteration 43Q: 3 clusters Score -2114368 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2114405.500000 Penalty: 4857.440430
	Iteration 44Q: 3 clusters Score -2114406 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2114447.000000 Penalty: 4857.440430
	Iteration 45Q: 3 clusters Score -2114447 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2114525.250000 Penalty: 4857.440430
	Iteration 46Q: 3 clusters Score -2114525 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2114608.000000 Penalty: 4857.440430
	Iteration 47Q: 3 clusters Score -2114608 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2114721.250000 Penalty: 4857.440430
	Iteration 48Q: 3 clusters Score -2114721 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2114859.500000 Penalty: 4857.440430
	Iteration 49Q: 3 clusters Score -2114860 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2115029.750000 Penalty: 4857.440430
	Iteration 50Q: 3 clusters Score -2115030 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2115206.750000 Penalty: 4857.440430
	Iteration 51Q: 3 clusters Score -2115207 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2115382.750000 Penalty: 4857.440430
	Iteration 52Q: 3 clusters Score -2115383 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2115537.500000 Penalty: 4857.440430
	Iteration 53Q: 3 clusters Score -2115538 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2115668.000000 Penalty: 4857.440430
	Iteration 54Q: 3 clusters Score -2115668 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2115796.750000 Penalty: 4857.440430
	Iteration 55Q: 3 clusters Score -2115797 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2115911.000000 Penalty: 4857.440430
	Iteration 56Q: 3 clusters Score -2115911 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2115987.000000 Penalty: 4857.440430
	Iteration 57Q: 3 clusters Score -2115987 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2116053.500000 Penalty: 4857.440430
	Iteration 58Q: 3 clusters Score -2116054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2116093.250000 Penalty: 4857.440430
	Iteration 59Q: 3 clusters Score -2116093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2116111.000000 Penalty: 4857.440430
	Iteration 60F: 3 clusters Score -2116111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2116122.000000 Penalty: 4857.440430
	Iteration 61Q: 3 clusters Score -2116122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2116129.000000 Penalty: 4857.440430
	Iteration 62Q: 3 clusters Score -2116129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2116141.000000 Penalty: 4857.440430
	Iteration 63Q: 3 clusters Score -2116141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2116155.250000 Penalty: 4857.440430
	Iteration 64Q: 3 clusters Score -2116155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2116164.500000 Penalty: 4857.440430
	Iteration 65Q: 3 clusters Score -2116164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2116170.000000 Penalty: 4857.440430
	Iteration 66Q: 3 clusters Score -2116170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2116176.500000 Penalty: 4857.440430
	Iteration 67Q: 3 clusters Score -2116176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2116180.000000 Penalty: 4857.440430
	Iteration 68Q: 3 clusters Score -2116180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2116185.750000 Penalty: 4857.440430
	Iteration 69Q: 3 clusters Score -2116186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2116190.500000 Penalty: 4857.440430
	Iteration 70Q: 3 clusters Score -2116190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2116190.250000 Penalty: 4857.440430
	Iteration 71Q: 3 clusters Score -2116190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2116190.750000 Penalty: 4857.440430
	Iteration 72Q: 3 clusters Score -2116191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2116193.750000 Penalty: 4857.440430
	Iteration 73Q: 3 clusters Score -2116194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2116197.000000 Penalty: 4857.440430
	Iteration 74Q: 3 clusters Score -2116197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2116194.500000 Penalty: 4857.440430
	Iteration 75Q: 3 clusters Score -2116194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2116198.250000 Penalty: 4857.440430
	Iteration 76Q: 3 clusters Score -2116198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2116194.250000 Penalty: 4857.440430
	Iteration 77Q: 3 clusters Score -2116194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2116200.750000 Penalty: 4857.440430
	Iteration 78Q: 3 clusters Score -2116201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2116207.500000 Penalty: 4857.440430
	Iteration 79Q: 3 clusters Score -2116208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2116209.250000 Penalty: 4857.440430
	Iteration 80F: 3 clusters Score -2116209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2116209.750000 Penalty: 4857.440430
	Iteration 81Q: 3 clusters Score -2116210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2116214.000000 Penalty: 4857.440430
	Iteration 82Q: 3 clusters Score -2116214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2116214.250000 Penalty: 4857.440430
	Iteration 83Q: 3 clusters Score -2116214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2116213.750000 Penalty: 4857.440430
	Iteration 84Q: 3 clusters Score -2116214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2116215.500000 Penalty: 4857.440430
	Iteration 85Q: 3 clusters Score -2116216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2116213.750000 Penalty: 4857.440430
	Iteration 86Q: 3 clusters Score -2116214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2116215.250000 Penalty: 4857.440430
	Iteration 87Q: 3 clusters Score -2116215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2116215.250000 Penalty: 4857.440430
	Iteration 88F: 3 clusters Score -2116215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Entering Unmasked Estep 
Score: -2569560.750000 Penalty: 2476.981445
	Iteration 0F: 2 clusters Score -2569561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2554502.250000 Penalty: 4953.962891
	Iteration 0F: 3 clusters Score -2554502 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2560031.250000 Penalty: 4953.962891
	Iteration 1F: 3 clusters Score -2560031 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2560875.500000 Penalty: 4953.962891
	Iteration 2F: 3 clusters Score -2560876 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2561761.250000 Penalty: 4953.962891
	Iteration 3F: 3 clusters Score -2561761 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2562774.500000 Penalty: 4953.962891
	Iteration 4F: 3 clusters Score -2562774 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2563941.000000 Penalty: 4953.962891
	Iteration 5F: 3 clusters Score -2563941 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2565208.000000 Penalty: 4953.962891
	Iteration 6F: 3 clusters Score -2565208 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2566339.750000 Penalty: 4953.962891
	Iteration 7F: 3 clusters Score -2566340 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2567249.750000 Penalty: 4953.962891
	Iteration 8Q: 3 clusters Score -2567250 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2567766.000000 Penalty: 4953.962891
	Iteration 9Q: 3 clusters Score -2567766 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2568049.000000 Penalty: 4953.962891
	Iteration 10Q: 3 clusters Score -2568049 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2568207.250000 Penalty: 4953.962891
	Iteration 11Q: 3 clusters Score -2568207 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2568292.500000 Penalty: 4953.962891
	Iteration 12Q: 3 clusters Score -2568292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2568346.250000 Penalty: 4953.962891
	Iteration 13Q: 3 clusters Score -2568346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2568380.000000 Penalty: 4953.962891
	Iteration 14Q: 3 clusters Score -2568380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2568395.000000 Penalty: 4953.962891
	Iteration 15Q: 3 clusters Score -2568395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2568406.000000 Penalty: 4953.962891
	Iteration 16Q: 3 clusters Score -2568406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2568409.500000 Penalty: 4953.962891
	Iteration 17Q: 3 clusters Score -2568410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2568409.750000 Penalty: 4953.962891
	Iteration 18Q: 3 clusters Score -2568410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2568417.000000 Penalty: 4953.962891
	Iteration 19Q: 3 clusters Score -2568417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2568416.500000 Penalty: 4953.962891
	Iteration 20F: 3 clusters Score -2568416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2568418.750000 Penalty: 4953.962891
	Iteration 21Q: 3 clusters Score -2568419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2568422.750000 Penalty: 4953.962891
	Iteration 22Q: 3 clusters Score -2568423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2568421.250000 Penalty: 4953.962891
	Iteration 23Q: 3 clusters Score -2568421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2568424.750000 Penalty: 4953.962891
	Iteration 24Q: 3 clusters Score -2568425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2568427.250000 Penalty: 4953.962891
	Iteration 25Q: 3 clusters Score -2568427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2568424.000000 Penalty: 4953.962891
	Iteration 26Q: 3 clusters Score -2568424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2568425.750000 Penalty: 4953.962891
	Iteration 27Q: 3 clusters Score -2568426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2568430.500000 Penalty: 4953.962891
	Iteration 28Q: 3 clusters Score -2568430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2568430.500000 Penalty: 4953.962891
	Iteration 29F: 3 clusters Score -2568430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Entering Unmasked Estep 
Score: -457376.500000 Penalty: 2084.420166
	Iteration 0F: 2 clusters Score -457376.5 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 2196 members 
Entering Unmasked Estep 
Score: -453238.906250 Penalty: 4168.840332
	Iteration 0F: 3 clusters Score -453238.9 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -454395.625000 Penalty: 4168.840332
	Iteration 1F: 3 clusters Score -454395.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -454751.843750 Penalty: 4168.840332
	Iteration 2F: 3 clusters Score -454751.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -454978.156250 Penalty: 4168.840332
	Iteration 3F: 3 clusters Score -454978.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -455151.937500 Penalty: 4168.840332
	Iteration 4Q: 3 clusters Score -455151.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -455286.656250 Penalty: 4168.840332
	Iteration 5Q: 3 clusters Score -455286.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -455379.843750 Penalty: 4168.840332
	Iteration 6Q: 3 clusters Score -455379.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -455457.906250 Penalty: 4168.840332
	Iteration 7Q: 3 clusters Score -455457.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -455527.843750 Penalty: 4168.840332
	Iteration 8Q: 3 clusters Score -455527.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -455580.750000 Penalty: 4168.840332
	Iteration 9Q: 3 clusters Score -455580.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -455622.718750 Penalty: 4168.840332
	Iteration 10Q: 3 clusters Score -455622.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -455667.000000 Penalty: 4168.840332
	Iteration 11Q: 3 clusters Score -455667 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -455707.812500 Penalty: 4168.840332
	Iteration 12Q: 3 clusters Score -455707.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -455731.187500 Penalty: 4168.840332
	Iteration 13Q: 3 clusters Score -455731.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -455743.875000 Penalty: 4168.840332
	Iteration 14Q: 3 clusters Score -455743.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -455759.875000 Penalty: 4168.840332
	Iteration 15Q: 3 clusters Score -455759.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -455777.718750 Penalty: 4168.840332
	Iteration 16Q: 3 clusters Score -455777.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -455792.375000 Penalty: 4168.840332
	Iteration 17Q: 3 clusters Score -455792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -455800.750000 Penalty: 4168.840332
	Iteration 18Q: 3 clusters Score -455800.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -455809.718750 Penalty: 4168.840332
	Iteration 19Q: 3 clusters Score -455809.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -455815.125000 Penalty: 4168.840332
	Iteration 20F: 3 clusters Score -455815.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -455821.125000 Penalty: 4168.840332
	Iteration 21Q: 3 clusters Score -455821.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -455824.218750 Penalty: 4168.840332
	Iteration 22Q: 3 clusters Score -455824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -455828.406250 Penalty: 4168.840332
	Iteration 23Q: 3 clusters Score -455828.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -455835.437500 Penalty: 4168.840332
	Iteration 24Q: 3 clusters Score -455835.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -455838.937500 Penalty: 4168.840332
	Iteration 25Q: 3 clusters Score -455838.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -455845.218750 Penalty: 4168.840332
	Iteration 26Q: 3 clusters Score -455845.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -455849.750000 Penalty: 4168.840332
	Iteration 27Q: 3 clusters Score -455849.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -455854.156250 Penalty: 4168.840332
	Iteration 28Q: 3 clusters Score -455854.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -455858.531250 Penalty: 4168.840332
	Iteration 29Q: 3 clusters Score -455858.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -455860.125000 Penalty: 4168.840332
	Iteration 30Q: 3 clusters Score -455860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -455862.656250 Penalty: 4168.840332
	Iteration 31Q: 3 clusters Score -455862.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -455865.625000 Penalty: 4168.840332
	Iteration 32Q: 3 clusters Score -455865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -455870.906250 Penalty: 4168.840332
	Iteration 33Q: 3 clusters Score -455870.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -455874.968750 Penalty: 4168.840332
	Iteration 34Q: 3 clusters Score -455875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -455876.406250 Penalty: 4168.840332
	Iteration 35Q: 3 clusters Score -455876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -455878.843750 Penalty: 4168.840332
	Iteration 36Q: 3 clusters Score -455878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -455881.593750 Penalty: 4168.840332
	Iteration 37Q: 3 clusters Score -455881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -455882.125000 Penalty: 4168.840332
	Iteration 38Q: 3 clusters Score -455882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -455882.218750 Penalty: 4168.840332
	Iteration 39Q: 3 clusters Score -455882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -455882.218750 Penalty: 4168.840332
	Iteration 40F: 3 clusters Score -455882.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Entering Unmasked Estep 
Score: -1004204.375000 Penalty: 2251.925537
	Iteration 0F: 2 clusters Score -1004204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -997272.000000 Penalty: 4503.851074
	Iteration 0F: 3 clusters Score -997272 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -999298.000000 Penalty: 4503.851074
	Iteration 1F: 3 clusters Score -999298 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -999815.562500 Penalty: 4503.851074
	Iteration 2F: 3 clusters Score -999815.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1000433.625000 Penalty: 4503.851074
	Iteration 3F: 3 clusters Score -1000434 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1001027.125000 Penalty: 4503.851074
	Iteration 4F: 3 clusters Score -1001027 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1001476.437500 Penalty: 4503.851074
	Iteration 5F: 3 clusters Score -1001476 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1001805.375000 Penalty: 4503.851074
	Iteration 6F: 3 clusters Score -1001805 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1002060.500000 Penalty: 4503.851074
	Iteration 7Q: 3 clusters Score -1002060 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1002292.937500 Penalty: 4503.851074
	Iteration 8Q: 3 clusters Score -1002293 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1002524.125000 Penalty: 4503.851074
	Iteration 9Q: 3 clusters Score -1002524 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1002745.812500 Penalty: 4503.851074
	Iteration 10Q: 3 clusters Score -1002746 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1002943.250000 Penalty: 4503.851074
	Iteration 11Q: 3 clusters Score -1002943 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1003136.750000 Penalty: 4503.851074
	Iteration 12Q: 3 clusters Score -1003137 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1003313.687500 Penalty: 4503.851074
	Iteration 13Q: 3 clusters Score -1003314 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1003451.375000 Penalty: 4503.851074
	Iteration 14Q: 3 clusters Score -1003451 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1003547.062500 Penalty: 4503.851074
	Iteration 15Q: 3 clusters Score -1003547 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1003633.625000 Penalty: 4503.851074
	Iteration 16Q: 3 clusters Score -1003634 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1003719.875000 Penalty: 4503.851074
	Iteration 17Q: 3 clusters Score -1003720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1003803.125000 Penalty: 4503.851074
	Iteration 18Q: 3 clusters Score -1003803 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1003878.125000 Penalty: 4503.851074
	Iteration 19Q: 3 clusters Score -1003878 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1003927.312500 Penalty: 4503.851074
	Iteration 20F: 3 clusters Score -1003927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1003967.250000 Penalty: 4503.851074
	Iteration 21Q: 3 clusters Score -1003967 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1003994.375000 Penalty: 4503.851074
	Iteration 22Q: 3 clusters Score -1003994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1004022.000000 Penalty: 4503.851074
	Iteration 23Q: 3 clusters Score -1004022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1004043.937500 Penalty: 4503.851074
	Iteration 24Q: 3 clusters Score -1004044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1004059.250000 Penalty: 4503.851074
	Iteration 25Q: 3 clusters Score -1004059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1004063.562500 Penalty: 4503.851074
	Iteration 26Q: 3 clusters Score -1004064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1004068.750000 Penalty: 4503.851074
	Iteration 27Q: 3 clusters Score -1004069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1004073.000000 Penalty: 4503.851074
	Iteration 28Q: 3 clusters Score -1004073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1004075.312500 Penalty: 4503.851074
	Iteration 29Q: 3 clusters Score -1004075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1004077.812500 Penalty: 4503.851074
	Iteration 30Q: 3 clusters Score -1004078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1004079.875000 Penalty: 4503.851074
	Iteration 31Q: 3 clusters Score -1004080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1004080.937500 Penalty: 4503.851074
	Iteration 32Q: 3 clusters Score -1004081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1004079.437500 Penalty: 4503.851074
	Iteration 33Q: 3 clusters Score -1004079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1004079.437500 Penalty: 4503.851074
	Iteration 34F: 3 clusters Score -1004079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -291736.031250 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -291736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -289132.875000 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -289132.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -289799.000000 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -289799 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -290084.218750 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -290084.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -290291.656250 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -290291.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -290458.562500 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -290458.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -290583.468750 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -290583.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -290677.718750 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -290677.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -290760.125000 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -290760.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -290822.625000 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -290822.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -290860.593750 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -290860.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -290896.906250 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -290896.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -290923.875000 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -290923.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -290940.718750 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -290940.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -290954.875000 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -290954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -290973.156250 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -290973.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -290982.500000 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -290982.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -290989.468750 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -290989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290996.031250 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -290996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -291009.187500 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -291009.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -291024.375000 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -291024.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -291032.187500 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -291032.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -291038.593750 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -291038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -291038.593750 Penalty: 3778.896240
	Iteration 22F: 3 clusters Score -291038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Entering Unmasked Estep 
Score: -3989459.750000 Penalty: 2588.032471
	Iteration 0F: 2 clusters Score -3989460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3966317.750000 Penalty: 5176.064941
	Iteration 0F: 3 clusters Score -3966318 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3974864.000000 Penalty: 5176.064941
	Iteration 1F: 3 clusters Score -3974864 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3975432.000000 Penalty: 5176.064941
	Iteration 2Q: 3 clusters Score -3975432 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3975986.000000 Penalty: 5176.064941
	Iteration 3Q: 3 clusters Score -3975986 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3976608.750000 Penalty: 5176.064941
	Iteration 4Q: 3 clusters Score -3976609 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3977488.250000 Penalty: 5176.064941
	Iteration 5Q: 3 clusters Score -3977488 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3978585.750000 Penalty: 5176.064941
	Iteration 6F: 3 clusters Score -3978586 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3979940.500000 Penalty: 5176.064941
	Iteration 7F: 3 clusters Score -3979940 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3981353.500000 Penalty: 5176.064941
	Iteration 8F: 3 clusters Score -3981354 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3982710.250000 Penalty: 5176.064941
	Iteration 9F: 3 clusters Score -3982710 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3984061.750000 Penalty: 5176.064941
	Iteration 10Q: 3 clusters Score -3984062 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3985136.500000 Penalty: 5176.064941
	Iteration 11Q: 3 clusters Score -3985136 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3985942.250000 Penalty: 5176.064941
	Iteration 12Q: 3 clusters Score -3985942 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3986454.250000 Penalty: 5176.064941
	Iteration 13Q: 3 clusters Score -3986454 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3986803.500000 Penalty: 5176.064941
	Iteration 14Q: 3 clusters Score -3986804 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3987037.250000 Penalty: 5176.064941
	Iteration 15Q: 3 clusters Score -3987037 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3987193.000000 Penalty: 5176.064941
	Iteration 16Q: 3 clusters Score -3987193 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3987356.000000 Penalty: 5176.064941
	Iteration 17Q: 3 clusters Score -3987356 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3987471.000000 Penalty: 5176.064941
	Iteration 18Q: 3 clusters Score -3987471 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3987574.750000 Penalty: 5176.064941
	Iteration 19Q: 3 clusters Score -3987575 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3987653.750000 Penalty: 5176.064941
	Iteration 20F: 3 clusters Score -3987654 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3987709.750000 Penalty: 5176.064941
	Iteration 21Q: 3 clusters Score -3987710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3987765.250000 Penalty: 5176.064941
	Iteration 22Q: 3 clusters Score -3987765 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3987800.000000 Penalty: 5176.064941
	Iteration 23Q: 3 clusters Score -3987800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3987829.000000 Penalty: 5176.064941
	Iteration 24Q: 3 clusters Score -3987829 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3987847.500000 Penalty: 5176.064941
	Iteration 25Q: 3 clusters Score -3987848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3987861.250000 Penalty: 5176.064941
	Iteration 26Q: 3 clusters Score -3987861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3987869.000000 Penalty: 5176.064941
	Iteration 27Q: 3 clusters Score -3987869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3987867.000000 Penalty: 5176.064941
	Iteration 28Q: 3 clusters Score -3987867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3987874.500000 Penalty: 5176.064941
	Iteration 29Q: 3 clusters Score -3987874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3987881.000000 Penalty: 5176.064941
	Iteration 30Q: 3 clusters Score -3987881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3987879.500000 Penalty: 5176.064941
	Iteration 31Q: 3 clusters Score -3987880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3987882.500000 Penalty: 5176.064941
	Iteration 32Q: 3 clusters Score -3987882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3987890.250000 Penalty: 5176.064941
	Iteration 33Q: 3 clusters Score -3987890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3987888.250000 Penalty: 5176.064941
	Iteration 34Q: 3 clusters Score -3987888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3987899.000000 Penalty: 5176.064941
	Iteration 35Q: 3 clusters Score -3987899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3987898.500000 Penalty: 5176.064941
	Iteration 36Q: 3 clusters Score -3987898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3987904.000000 Penalty: 5176.064941
	Iteration 37Q: 3 clusters Score -3987904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3987899.500000 Penalty: 5176.064941
	Iteration 38Q: 3 clusters Score -3987900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3987898.500000 Penalty: 5176.064941
	Iteration 39Q: 3 clusters Score -3987898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3987896.500000 Penalty: 5176.064941
	Iteration 40F: 3 clusters Score -3987896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3987897.000000 Penalty: 5176.064941
	Iteration 41Q: 3 clusters Score -3987897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3987904.000000 Penalty: 5176.064941
	Iteration 42Q: 3 clusters Score -3987904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3987906.000000 Penalty: 5176.064941
	Iteration 43Q: 3 clusters Score -3987906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3987905.750000 Penalty: 5176.064941
	Iteration 44Q: 3 clusters Score -3987906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3987909.500000 Penalty: 5176.064941
	Iteration 45Q: 3 clusters Score -3987910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3987903.250000 Penalty: 5176.064941
	Iteration 46Q: 3 clusters Score -3987903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3987904.500000 Penalty: 5176.064941
	Iteration 47Q: 3 clusters Score -3987904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3987903.500000 Penalty: 5176.064941
	Iteration 48Q: 3 clusters Score -3987904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3987903.500000 Penalty: 5176.064941
	Iteration 49F: 3 clusters Score -3987904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Entering Unmasked Estep 
Score: -1148282.625000 Penalty: 2282.871338
	Iteration 0F: 2 clusters Score -1148283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1140575.625000 Penalty: 4565.742676
	Iteration 0F: 3 clusters Score -1140576 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1142977.375000 Penalty: 4565.742676
	Iteration 1F: 3 clusters Score -1142977 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1143412.500000 Penalty: 4565.742676
	Iteration 2F: 3 clusters Score -1143412 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1143758.750000 Penalty: 4565.742676
	Iteration 3F: 3 clusters Score -1143759 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1144089.375000 Penalty: 4565.742676
	Iteration 4F: 3 clusters Score -1144089 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1144520.500000 Penalty: 4565.742676
	Iteration 5F: 3 clusters Score -1144520 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1145011.750000 Penalty: 4565.742676
	Iteration 6F: 3 clusters Score -1145012 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1145551.375000 Penalty: 4565.742676
	Iteration 7F: 3 clusters Score -1145551 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1146059.375000 Penalty: 4565.742676
	Iteration 8F: 3 clusters Score -1146059 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1146428.000000 Penalty: 4565.742676
	Iteration 9Q: 3 clusters Score -1146428 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1146665.250000 Penalty: 4565.742676
	Iteration 10Q: 3 clusters Score -1146665 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1146810.000000 Penalty: 4565.742676
	Iteration 11Q: 3 clusters Score -1146810 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1146918.500000 Penalty: 4565.742676
	Iteration 12Q: 3 clusters Score -1146918 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1147025.875000 Penalty: 4565.742676
	Iteration 13Q: 3 clusters Score -1147026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1147123.125000 Penalty: 4565.742676
	Iteration 14Q: 3 clusters Score -1147123 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1147204.625000 Penalty: 4565.742676
	Iteration 15Q: 3 clusters Score -1147205 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1147287.500000 Penalty: 4565.742676
	Iteration 16Q: 3 clusters Score -1147288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1147342.500000 Penalty: 4565.742676
	Iteration 17Q: 3 clusters Score -1147342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1147367.875000 Penalty: 4565.742676
	Iteration 18Q: 3 clusters Score -1147368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1147385.375000 Penalty: 4565.742676
	Iteration 19Q: 3 clusters Score -1147385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1147395.125000 Penalty: 4565.742676
	Iteration 20F: 3 clusters Score -1147395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1147403.375000 Penalty: 4565.742676
	Iteration 21Q: 3 clusters Score -1147403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1147416.375000 Penalty: 4565.742676
	Iteration 22Q: 3 clusters Score -1147416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1147423.875000 Penalty: 4565.742676
	Iteration 23Q: 3 clusters Score -1147424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1147431.250000 Penalty: 4565.742676
	Iteration 24Q: 3 clusters Score -1147431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1147439.375000 Penalty: 4565.742676
	Iteration 25Q: 3 clusters Score -1147439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1147443.375000 Penalty: 4565.742676
	Iteration 26Q: 3 clusters Score -1147443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1147447.125000 Penalty: 4565.742676
	Iteration 27Q: 3 clusters Score -1147447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1147449.000000 Penalty: 4565.742676
	Iteration 28Q: 3 clusters Score -1147449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1147453.750000 Penalty: 4565.742676
	Iteration 29Q: 3 clusters Score -1147454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1147456.375000 Penalty: 4565.742676
	Iteration 30Q: 3 clusters Score -1147456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1147456.500000 Penalty: 4565.742676
	Iteration 31Q: 3 clusters Score -1147456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1147458.000000 Penalty: 4565.742676
	Iteration 32Q: 3 clusters Score -1147458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1147457.125000 Penalty: 4565.742676
	Iteration 33Q: 3 clusters Score -1147457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1147456.875000 Penalty: 4565.742676
	Iteration 34Q: 3 clusters Score -1147457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1147457.250000 Penalty: 4565.742676
	Iteration 35Q: 3 clusters Score -1147457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1147457.500000 Penalty: 4565.742676
	Iteration 36Q: 3 clusters Score -1147458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1147457.500000 Penalty: 4565.742676
	Iteration 37F: 3 clusters Score -1147458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -1167493.625000 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -1167494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1159773.375000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -1159773 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1161879.500000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -1161880 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1162166.375000 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -1162166 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1162417.000000 Penalty: 4569.666016
	Iteration 3F: 3 clusters Score -1162417 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1162671.875000 Penalty: 4569.666016
	Iteration 4Q: 3 clusters Score -1162672 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1162982.125000 Penalty: 4569.666016
	Iteration 5F: 3 clusters Score -1162982 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1163316.250000 Penalty: 4569.666016
	Iteration 6F: 3 clusters Score -1163316 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1163672.375000 Penalty: 4569.666016
	Iteration 7F: 3 clusters Score -1163672 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1164005.875000 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -1164006 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1164327.500000 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -1164328 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1164598.000000 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -1164598 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1164805.875000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -1164806 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1164950.625000 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -1164951 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1165065.500000 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -1165066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1165150.000000 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -1165150 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1165227.875000 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -1165228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1165283.750000 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -1165284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1165337.500000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -1165338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1165390.875000 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -1165391 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1165423.750000 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -1165424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1165448.875000 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -1165449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1165470.875000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -1165471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1165491.875000 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -1165492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1165502.500000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -1165502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1165520.125000 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -1165520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1165529.375000 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -1165529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1165542.375000 Penalty: 4569.666016
	Iteration 26Q: 3 clusters Score -1165542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1165550.625000 Penalty: 4569.666016
	Iteration 27Q: 3 clusters Score -1165551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1165556.625000 Penalty: 4569.666016
	Iteration 28Q: 3 clusters Score -1165557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1165569.375000 Penalty: 4569.666016
	Iteration 29Q: 3 clusters Score -1165569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1165575.000000 Penalty: 4569.666016
	Iteration 30Q: 3 clusters Score -1165575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1165581.875000 Penalty: 4569.666016
	Iteration 31Q: 3 clusters Score -1165582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1165582.625000 Penalty: 4569.666016
	Iteration 32Q: 3 clusters Score -1165583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1165583.500000 Penalty: 4569.666016
	Iteration 33Q: 3 clusters Score -1165584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1165587.000000 Penalty: 4569.666016
	Iteration 34Q: 3 clusters Score -1165587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1165589.875000 Penalty: 4569.666016
	Iteration 35Q: 3 clusters Score -1165590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1165596.250000 Penalty: 4569.666016
	Iteration 36Q: 3 clusters Score -1165596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1165597.000000 Penalty: 4569.666016
	Iteration 37Q: 3 clusters Score -1165597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1165599.625000 Penalty: 4569.666016
	Iteration 38Q: 3 clusters Score -1165600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1165599.625000 Penalty: 4569.666016
	Iteration 39F: 3 clusters Score -1165600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -571586.250000 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -571586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -567041.187500 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -567041.2 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -568256.937500 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -568256.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -568504.750000 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -568504.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -568662.312500 Penalty: 4224.329590
	Iteration 3Q: 3 clusters Score -568662.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -568798.500000 Penalty: 4224.329590
	Iteration 4Q: 3 clusters Score -568798.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -568914.187500 Penalty: 4224.329590
	Iteration 5Q: 3 clusters Score -568914.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -569019.625000 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -569019.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -569123.937500 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -569123.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -569243.125000 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -569243.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -569358.125000 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -569358.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -569482.937500 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -569482.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -569655.312500 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -569655.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -569919.687500 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -569919.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -570313.750000 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -570313.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -570815.375000 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -570815.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -571187.062500 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -571187.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -571295.562500 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -571295.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -571326.812500 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -571326.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -571333.125000 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -571333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -571336.250000 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -571336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -571338.125000 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -571338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -571340.375000 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -571340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -571340.000000 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -571340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -571340.000000 Penalty: 4224.329590
	Iteration 23F: 3 clusters Score -571340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Entering Unmasked Estep 
Score: -646784.875000 Penalty: 2141.694336
	Iteration 0F: 2 clusters Score -646784.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -641876.812500 Penalty: 4283.388672
	Iteration 0F: 3 clusters Score -641876.8 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -643113.750000 Penalty: 4283.388672
	Iteration 1F: 3 clusters Score -643113.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -643331.375000 Penalty: 4283.388672
	Iteration 2F: 3 clusters Score -643331.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -643454.375000 Penalty: 4283.388672
	Iteration 3Q: 3 clusters Score -643454.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -643526.625000 Penalty: 4283.388672
	Iteration 4Q: 3 clusters Score -643526.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -643588.937500 Penalty: 4283.388672
	Iteration 5Q: 3 clusters Score -643588.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -643655.187500 Penalty: 4283.388672
	Iteration 6Q: 3 clusters Score -643655.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -643707.062500 Penalty: 4283.388672
	Iteration 7Q: 3 clusters Score -643707.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -643754.312500 Penalty: 4283.388672
	Iteration 8Q: 3 clusters Score -643754.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -643793.875000 Penalty: 4283.388672
	Iteration 9Q: 3 clusters Score -643793.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -643829.562500 Penalty: 4283.388672
	Iteration 10Q: 3 clusters Score -643829.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -643863.000000 Penalty: 4283.388672
	Iteration 11Q: 3 clusters Score -643863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -643893.375000 Penalty: 4283.388672
	Iteration 12Q: 3 clusters Score -643893.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -643923.500000 Penalty: 4283.388672
	Iteration 13Q: 3 clusters Score -643923.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -643955.375000 Penalty: 4283.388672
	Iteration 14Q: 3 clusters Score -643955.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -643996.000000 Penalty: 4283.388672
	Iteration 15Q: 3 clusters Score -643996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -644043.875000 Penalty: 4283.388672
	Iteration 16Q: 3 clusters Score -644043.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -644100.125000 Penalty: 4283.388672
	Iteration 17Q: 3 clusters Score -644100.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -644170.000000 Penalty: 4283.388672
	Iteration 18Q: 3 clusters Score -644170 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -644236.250000 Penalty: 4283.388672
	Iteration 19Q: 3 clusters Score -644236.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -644291.937500 Penalty: 4283.388672
	Iteration 20F: 3 clusters Score -644291.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -644337.250000 Penalty: 4283.388672
	Iteration 21Q: 3 clusters Score -644337.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -644387.000000 Penalty: 4283.388672
	Iteration 22Q: 3 clusters Score -644387 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -644424.937500 Penalty: 4283.388672
	Iteration 23Q: 3 clusters Score -644424.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -644475.937500 Penalty: 4283.388672
	Iteration 24Q: 3 clusters Score -644475.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -644532.750000 Penalty: 4283.388672
	Iteration 25Q: 3 clusters Score -644532.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -644581.687500 Penalty: 4283.388672
	Iteration 26Q: 3 clusters Score -644581.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -644617.437500 Penalty: 4283.388672
	Iteration 27Q: 3 clusters Score -644617.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -644643.062500 Penalty: 4283.388672
	Iteration 28Q: 3 clusters Score -644643.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -644667.500000 Penalty: 4283.388672
	Iteration 29Q: 3 clusters Score -644667.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -644693.875000 Penalty: 4283.388672
	Iteration 30Q: 3 clusters Score -644693.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -644714.250000 Penalty: 4283.388672
	Iteration 31Q: 3 clusters Score -644714.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -644729.312500 Penalty: 4283.388672
	Iteration 32Q: 3 clusters Score -644729.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -644741.750000 Penalty: 4283.388672
	Iteration 33Q: 3 clusters Score -644741.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -644748.187500 Penalty: 4283.388672
	Iteration 34Q: 3 clusters Score -644748.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -644755.687500 Penalty: 4283.388672
	Iteration 35Q: 3 clusters Score -644755.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -644764.562500 Penalty: 4283.388672
	Iteration 36Q: 3 clusters Score -644764.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -644774.000000 Penalty: 4283.388672
	Iteration 37Q: 3 clusters Score -644774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -644781.750000 Penalty: 4283.388672
	Iteration 38Q: 3 clusters Score -644781.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -644795.062500 Penalty: 4283.388672
	Iteration 39Q: 3 clusters Score -644795.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -644805.187500 Penalty: 4283.388672
	Iteration 40F: 3 clusters Score -644805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -644812.125000 Penalty: 4283.388672
	Iteration 41Q: 3 clusters Score -644812.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -644819.750000 Penalty: 4283.388672
	Iteration 42Q: 3 clusters Score -644819.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -644828.687500 Penalty: 4283.388672
	Iteration 43Q: 3 clusters Score -644828.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -644842.937500 Penalty: 4283.388672
	Iteration 44Q: 3 clusters Score -644842.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -644850.000000 Penalty: 4283.388672
	Iteration 45Q: 3 clusters Score -644850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -644859.625000 Penalty: 4283.388672
	Iteration 46Q: 3 clusters Score -644859.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -644866.812500 Penalty: 4283.388672
	Iteration 47Q: 3 clusters Score -644866.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -644871.937500 Penalty: 4283.388672
	Iteration 48Q: 3 clusters Score -644871.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -644881.187500 Penalty: 4283.388672
	Iteration 49Q: 3 clusters Score -644881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -644885.625000 Penalty: 4283.388672
	Iteration 50Q: 3 clusters Score -644885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -644887.812500 Penalty: 4283.388672
	Iteration 51Q: 3 clusters Score -644887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -644889.875000 Penalty: 4283.388672
	Iteration 52Q: 3 clusters Score -644889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -644891.125000 Penalty: 4283.388672
	Iteration 53Q: 3 clusters Score -644891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -644893.250000 Penalty: 4283.388672
	Iteration 54Q: 3 clusters Score -644893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -644893.562500 Penalty: 4283.388672
	Iteration 55Q: 3 clusters Score -644893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -644894.875000 Penalty: 4283.388672
	Iteration 56Q: 3 clusters Score -644894.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -644894.875000 Penalty: 4283.388672
	Iteration 57F: 3 clusters Score -644894.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (187968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187968 members 
Entering Unmasked Estep 
Score: -21945526.000000 Penalty: 3011.718750
	Iteration 0F: 2 clusters Score -2.194553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -21822242.000000 Penalty: 6023.437500
	Iteration 0F: 3 clusters Score -2.182224e+07 nChanged 89932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -21875008.000000 Penalty: 6023.437500
	Iteration 1F: 3 clusters Score -2.187501e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 108971 members 
Entering Unmasked Estep 
Score: -21877272.000000 Penalty: 6023.437500
	Iteration 2Q: 3 clusters Score -2.187727e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -21881462.000000 Penalty: 6023.437500
	Iteration 3Q: 3 clusters Score -2.188146e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 129982 members 
Entering Unmasked Estep 
Score: -21889490.000000 Penalty: 6023.437500
	Iteration 4F: 3 clusters Score -2.188949e+07 nChanged 16959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 146879 members 
Entering Unmasked Estep 
Score: -21903632.000000 Penalty: 6023.437500
	Iteration 5F: 3 clusters Score -2.190363e+07 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 165026 members 
Entering Unmasked Estep 
Score: -21921532.000000 Penalty: 6023.437500
	Iteration 6F: 3 clusters Score -2.192153e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 178565 members 
Entering Unmasked Estep 
Score: -21934544.000000 Penalty: 6023.437500
	Iteration 7F: 3 clusters Score -2.193454e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 184851 members 
Entering Unmasked Estep 
Score: -21940182.000000 Penalty: 6023.437500
	Iteration 8Q: 3 clusters Score -2.194018e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 186929 members 
Entering Unmasked Estep 
Score: -21942038.000000 Penalty: 6023.437500
	Iteration 9Q: 3 clusters Score -2.194204e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 187443 members 
Entering Unmasked Estep 
Score: -21942474.000000 Penalty: 6023.437500
	Iteration 10Q: 3 clusters Score -2.194247e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 187566 members 
Entering Unmasked Estep 
Score: -21942656.000000 Penalty: 6023.437500
	Iteration 11Q: 3 clusters Score -2.194266e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 187605 members 
Entering Unmasked Estep 
Score: -21942750.000000 Penalty: 6023.437500
	Iteration 12Q: 3 clusters Score -2.194275e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 187622 members 
Entering Unmasked Estep 
Score: -21942778.000000 Penalty: 6023.437500
	Iteration 13Q: 3 clusters Score -2.194278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 187632 members 
Entering Unmasked Estep 
Score: -21942796.000000 Penalty: 6023.437500
	Iteration 14Q: 3 clusters Score -2.19428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 187633 members 
Entering Unmasked Estep 
Score: -21942828.000000 Penalty: 6023.437500
	Iteration 15Q: 3 clusters Score -2.194283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187635 members 
Entering Unmasked Estep 
Score: -21942834.000000 Penalty: 6023.437500
	Iteration 16Q: 3 clusters Score -2.194283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 187641 members 
Entering Unmasked Estep 
Score: -21942840.000000 Penalty: 6023.437500
	Iteration 17Q: 3 clusters Score -2.194284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 187640 members 
Entering Unmasked Estep 
Score: -21942868.000000 Penalty: 6023.437500
	Iteration 18Q: 3 clusters Score -2.194287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 187641 members 
Entering Unmasked Estep 
Score: -21942872.000000 Penalty: 6023.437500
	Iteration 19Q: 3 clusters Score -2.194287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 187640 members 
Entering Unmasked Estep 
Score: -21942868.000000 Penalty: 6023.437500
	Iteration 20F: 3 clusters Score -2.194287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 187638 members 
Entering Unmasked Estep 
Score: -21942874.000000 Penalty: 6023.437500
	Iteration 21Q: 3 clusters Score -2.194287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 187637 members 
Entering Unmasked Estep 
Score: -21942880.000000 Penalty: 6023.437500
	Iteration 22Q: 3 clusters Score -2.194288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 187639 members 
Entering Unmasked Estep 
Score: -21942864.000000 Penalty: 6023.437500
	Iteration 23Q: 3 clusters Score -2.194286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 187638 members 
Entering Unmasked Estep 
Score: -21942868.000000 Penalty: 6023.437500
	Iteration 24Q: 3 clusters Score -2.194287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 187639 members 
Entering Unmasked Estep 
Score: -21942870.000000 Penalty: 6023.437500
	Iteration 25Q: 3 clusters Score -2.194287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 187638 members 
Entering Unmasked Estep 
Score: -21942870.000000 Penalty: 6023.437500
	Iteration 26Q: 3 clusters Score -2.194287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 187637 members 
Entering Unmasked Estep 
Score: -21942872.000000 Penalty: 6023.437500
	Iteration 27Q: 3 clusters Score -2.194287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 187636 members 
Entering Unmasked Estep 
Score: -21942864.000000 Penalty: 6023.437500
	Iteration 28Q: 3 clusters Score -2.194286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187635 members 
Entering Unmasked Estep 
Score: -21942878.000000 Penalty: 6023.437500
	Iteration 29Q: 3 clusters Score -2.194288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 187634 members 
Entering Unmasked Estep 
Score: -21942874.000000 Penalty: 6023.437500
	Iteration 30Q: 3 clusters Score -2.194287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187635 members 
Entering Unmasked Estep 
Score: -21942872.000000 Penalty: 6023.437500
	Iteration 31Q: 3 clusters Score -2.194287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 187636 members 
Entering Unmasked Estep 
Score: -21942874.000000 Penalty: 6023.437500
	Iteration 32Q: 3 clusters Score -2.194287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 187637 members 
Entering Unmasked Estep 
Score: -21942882.000000 Penalty: 6023.437500
	Iteration 33Q: 3 clusters Score -2.194288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 187638 members 
Entering Unmasked Estep 
Score: -21942872.000000 Penalty: 6023.437500
	Iteration 34Q: 3 clusters Score -2.194287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 187638 members 
Entering Unmasked Estep 
Score: -21942872.000000 Penalty: 6023.437500
	Iteration 35F: 3 clusters Score -2.194287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (186910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186910 members 
Entering Unmasked Estep 
Score: -22051718.000000 Penalty: 3010.318848
	Iteration 0F: 2 clusters Score -2.205172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -21928916.000000 Penalty: 6020.637695
	Iteration 0F: 3 clusters Score -2.192892e+07 nChanged 89910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -21981422.000000 Penalty: 6020.637695
	Iteration 1F: 3 clusters Score -2.198142e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -21982864.000000 Penalty: 6020.637695
	Iteration 2Q: 3 clusters Score -2.198286e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -21984706.000000 Penalty: 6020.637695
	Iteration 3Q: 3 clusters Score -2.198471e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 106249 members 
Entering Unmasked Estep 
Score: -21987024.000000 Penalty: 6020.637695
	Iteration 4Q: 3 clusters Score -2.198702e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 112647 members 
Entering Unmasked Estep 
Score: -21990874.000000 Penalty: 6020.637695
	Iteration 5Q: 3 clusters Score -2.199087e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 121530 members 
Entering Unmasked Estep 
Score: -21996418.000000 Penalty: 6020.637695
	Iteration 6F: 3 clusters Score -2.199642e+07 nChanged 12513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 133335 members 
Entering Unmasked Estep 
Score: -22004842.000000 Penalty: 6020.637695
	Iteration 7F: 3 clusters Score -2.200484e+07 nChanged 14634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 147593 members 
Entering Unmasked Estep 
Score: -22016502.000000 Penalty: 6020.637695
	Iteration 8F: 3 clusters Score -2.20165e+07 nChanged 14383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -22029252.000000 Penalty: 6020.637695
	Iteration 9F: 3 clusters Score -2.202925e+07 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 173222 members 
Entering Unmasked Estep 
Score: -22039146.000000 Penalty: 6020.637695
	Iteration 10F: 3 clusters Score -2.203915e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 180047 members 
Entering Unmasked Estep 
Score: -22044764.000000 Penalty: 6020.637695
	Iteration 11Q: 3 clusters Score -2.204476e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 183316 members 
Entering Unmasked Estep 
Score: -22047336.000000 Penalty: 6020.637695
	Iteration 12Q: 3 clusters Score -2.204734e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 184703 members 
Entering Unmasked Estep 
Score: -22048370.000000 Penalty: 6020.637695
	Iteration 13Q: 3 clusters Score -2.204837e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 185259 members 
Entering Unmasked Estep 
Score: -22048932.000000 Penalty: 6020.637695
	Iteration 14Q: 3 clusters Score -2.204893e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 185522 members 
Entering Unmasked Estep 
Score: -22049294.000000 Penalty: 6020.637695
	Iteration 15Q: 3 clusters Score -2.204929e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 185625 members 
Entering Unmasked Estep 
Score: -22049470.000000 Penalty: 6020.637695
	Iteration 16Q: 3 clusters Score -2.204947e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 185684 members 
Entering Unmasked Estep 
Score: -22049558.000000 Penalty: 6020.637695
	Iteration 17Q: 3 clusters Score -2.204956e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 185707 members 
Entering Unmasked Estep 
Score: -22049640.000000 Penalty: 6020.637695
	Iteration 18Q: 3 clusters Score -2.204964e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 185730 members 
Entering Unmasked Estep 
Score: -22049686.000000 Penalty: 6020.637695
	Iteration 19Q: 3 clusters Score -2.204969e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 185739 members 
Entering Unmasked Estep 
Score: -22049690.000000 Penalty: 6020.637695
	Iteration 20F: 3 clusters Score -2.204969e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 185742 members 
Entering Unmasked Estep 
Score: -22049732.000000 Penalty: 6020.637695
	Iteration 21Q: 3 clusters Score -2.204973e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 185740 members 
Entering Unmasked Estep 
Score: -22049730.000000 Penalty: 6020.637695
	Iteration 22Q: 3 clusters Score -2.204973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 185750 members 
Entering Unmasked Estep 
Score: -22049724.000000 Penalty: 6020.637695
	Iteration 23Q: 3 clusters Score -2.204972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 185750 members 
Entering Unmasked Estep 
Score: -22049752.000000 Penalty: 6020.637695
	Iteration 24Q: 3 clusters Score -2.204975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 185756 members 
Entering Unmasked Estep 
Score: -22049750.000000 Penalty: 6020.637695
	Iteration 25Q: 3 clusters Score -2.204975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 185759 members 
Entering Unmasked Estep 
Score: -22049738.000000 Penalty: 6020.637695
	Iteration 26Q: 3 clusters Score -2.204974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 185761 members 
Entering Unmasked Estep 
Score: -22049756.000000 Penalty: 6020.637695
	Iteration 27Q: 3 clusters Score -2.204976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 185759 members 
Entering Unmasked Estep 
Score: -22049742.000000 Penalty: 6020.637695
	Iteration 28Q: 3 clusters Score -2.204974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 185758 members 
Entering Unmasked Estep 
Score: -22049748.000000 Penalty: 6020.637695
	Iteration 29Q: 3 clusters Score -2.204975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 185761 members 
Entering Unmasked Estep 
Score: -22049760.000000 Penalty: 6020.637695
	Iteration 30Q: 3 clusters Score -2.204976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 185764 members 
Entering Unmasked Estep 
Score: -22049768.000000 Penalty: 6020.637695
	Iteration 31Q: 3 clusters Score -2.204977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 185769 members 
Entering Unmasked Estep 
Score: -22049752.000000 Penalty: 6020.637695
	Iteration 32Q: 3 clusters Score -2.204975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 185771 members 
Entering Unmasked Estep 
Score: -22049764.000000 Penalty: 6020.637695
	Iteration 33Q: 3 clusters Score -2.204976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 185770 members 
Entering Unmasked Estep 
Score: -22049756.000000 Penalty: 6020.637695
	Iteration 34Q: 3 clusters Score -2.204976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 185770 members 
Entering Unmasked Estep 
Score: -22049756.000000 Penalty: 6020.637695
	Iteration 35F: 3 clusters Score -2.204976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -32412.824219 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -32412.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31206.314453 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -31206.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31475.423828 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -31475.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31596.958984 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -31596.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31706.373047 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -31706.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31783.033203 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -31783.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31827.500000 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -31827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31837.144531 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -31837.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31837.144531 Penalty: 2862.634766
	Iteration 7F: 3 clusters Score -31837.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -388536.562500 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -388536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -385595.531250 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -385595.5 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -386633.187500 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -386633.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -387176.187500 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -387176.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -387527.218750 Penalty: 3924.924805
	Iteration 3F: 3 clusters Score -387527.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -387769.406250 Penalty: 3924.924805
	Iteration 4F: 3 clusters Score -387769.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -387927.812500 Penalty: 3924.924805
	Iteration 5Q: 3 clusters Score -387927.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -388030.750000 Penalty: 3924.924805
	Iteration 6Q: 3 clusters Score -388030.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -388071.750000 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -388071.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -388085.125000 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -388085.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -388092.343750 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -388092.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -388096.375000 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -388096.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -388101.437500 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -388101.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -388103.718750 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -388103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -388105.375000 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -388105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -388105.593750 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -388105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -388107.125000 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -388107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -388108.625000 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -388108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -388108.468750 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -388108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -388108.468750 Penalty: 3924.924805
	Iteration 18F: 3 clusters Score -388108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -221163.093750 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -221163.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -218578.046875 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -218578 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -219038.625000 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -219038.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219158.953125 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -219159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -219220.468750 Penalty: 3741.200928
	Iteration 3Q: 3 clusters Score -219220.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -219267.031250 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -219267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -219305.046875 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -219305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -219333.421875 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -219333.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -219348.875000 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -219348.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -219362.046875 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -219362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -219379.312500 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -219379.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219394.703125 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -219394.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -219404.546875 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -219404.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219413.500000 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -219413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -219421.281250 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -219421.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -219431.062500 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -219431.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -219439.968750 Penalty: 3741.200928
	Iteration 15Q: 3 clusters Score -219440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -219448.921875 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -219448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -219457.421875 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -219457.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -219463.546875 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -219463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -219466.359375 Penalty: 3741.200928
	Iteration 19Q: 3 clusters Score -219466.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -219471.843750 Penalty: 3741.200928
	Iteration 20F: 3 clusters Score -219471.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -219478.031250 Penalty: 3741.200928
	Iteration 21Q: 3 clusters Score -219478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -219487.468750 Penalty: 3741.200928
	Iteration 22Q: 3 clusters Score -219487.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -219496.375000 Penalty: 3741.200928
	Iteration 23Q: 3 clusters Score -219496.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -219505.625000 Penalty: 3741.200928
	Iteration 24Q: 3 clusters Score -219505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -219510.000000 Penalty: 3741.200928
	Iteration 25Q: 3 clusters Score -219510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -219511.421875 Penalty: 3741.200928
	Iteration 26Q: 3 clusters Score -219511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -219515.375000 Penalty: 3741.200928
	Iteration 27Q: 3 clusters Score -219515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -219517.453125 Penalty: 3741.200928
	Iteration 28Q: 3 clusters Score -219517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -219518.375000 Penalty: 3741.200928
	Iteration 29Q: 3 clusters Score -219518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -219518.625000 Penalty: 3741.200928
	Iteration 30Q: 3 clusters Score -219518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -219519.156250 Penalty: 3741.200928
	Iteration 31Q: 3 clusters Score -219519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -219518.953125 Penalty: 3741.200928
	Iteration 32Q: 3 clusters Score -219519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -219518.953125 Penalty: 3741.200928
	Iteration 33F: 3 clusters Score -219519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -317223.406250 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -317223.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -314157.812500 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -314157.8 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -314756.531250 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -314756.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -314948.156250 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -314948.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -315077.656250 Penalty: 3915.211670
	Iteration 3F: 3 clusters Score -315077.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -315168.781250 Penalty: 3915.211670
	Iteration 4Q: 3 clusters Score -315168.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -315250.812500 Penalty: 3915.211670
	Iteration 5Q: 3 clusters Score -315250.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -315317.218750 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -315317.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -315368.875000 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -315368.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -315402.906250 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -315402.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -315431.531250 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -315431.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -315454.968750 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -315455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -315478.531250 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -315478.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -315501.781250 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -315501.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -315523.937500 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -315523.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -315541.906250 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -315541.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -315552.156250 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -315552.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -315559.687500 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -315559.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -315565.718750 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -315565.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -315570.468750 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -315570.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -315578.218750 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -315578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -315585.156250 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -315585.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -315595.375000 Penalty: 3915.211670
	Iteration 21Q: 3 clusters Score -315595.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -315604.906250 Penalty: 3915.211670
	Iteration 22Q: 3 clusters Score -315604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -315615.687500 Penalty: 3915.211670
	Iteration 23Q: 3 clusters Score -315615.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -315629.031250 Penalty: 3915.211670
	Iteration 24Q: 3 clusters Score -315629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -315635.500000 Penalty: 3915.211670
	Iteration 25Q: 3 clusters Score -315635.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -315639.656250 Penalty: 3915.211670
	Iteration 26Q: 3 clusters Score -315639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -315642.968750 Penalty: 3915.211670
	Iteration 27Q: 3 clusters Score -315643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -315648.843750 Penalty: 3915.211670
	Iteration 28Q: 3 clusters Score -315648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -315655.218750 Penalty: 3915.211670
	Iteration 29Q: 3 clusters Score -315655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -315662.531250 Penalty: 3915.211670
	Iteration 30Q: 3 clusters Score -315662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -315667.718750 Penalty: 3915.211670
	Iteration 31Q: 3 clusters Score -315667.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -315675.687500 Penalty: 3915.211670
	Iteration 32Q: 3 clusters Score -315675.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -315683.250000 Penalty: 3915.211670
	Iteration 33Q: 3 clusters Score -315683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -315689.906250 Penalty: 3915.211670
	Iteration 34Q: 3 clusters Score -315689.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -315698.718750 Penalty: 3915.211670
	Iteration 35Q: 3 clusters Score -315698.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -315707.812500 Penalty: 3915.211670
	Iteration 36Q: 3 clusters Score -315707.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -315718.375000 Penalty: 3915.211670
	Iteration 37Q: 3 clusters Score -315718.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -315724.718750 Penalty: 3915.211670
	Iteration 38Q: 3 clusters Score -315724.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -315732.156250 Penalty: 3915.211670
	Iteration 39Q: 3 clusters Score -315732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -315736.156250 Penalty: 3915.211670
	Iteration 40F: 3 clusters Score -315736.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -315741.375000 Penalty: 3915.211670
	Iteration 41Q: 3 clusters Score -315741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -315746.437500 Penalty: 3915.211670
	Iteration 42Q: 3 clusters Score -315746.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -315751.593750 Penalty: 3915.211670
	Iteration 43Q: 3 clusters Score -315751.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -315757.187500 Penalty: 3915.211670
	Iteration 44Q: 3 clusters Score -315757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -315763.750000 Penalty: 3915.211670
	Iteration 45Q: 3 clusters Score -315763.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -315768.093750 Penalty: 3915.211670
	Iteration 46Q: 3 clusters Score -315768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -315769.937500 Penalty: 3915.211670
	Iteration 47Q: 3 clusters Score -315769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -315773.656250 Penalty: 3915.211670
	Iteration 48Q: 3 clusters Score -315773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -315777.750000 Penalty: 3915.211670
	Iteration 49Q: 3 clusters Score -315777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -315780.187500 Penalty: 3915.211670
	Iteration 50Q: 3 clusters Score -315780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -315780.500000 Penalty: 3915.211670
	Iteration 51Q: 3 clusters Score -315780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -315782.093750 Penalty: 3915.211670
	Iteration 52Q: 3 clusters Score -315782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -315783.312500 Penalty: 3915.211670
	Iteration 53Q: 3 clusters Score -315783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -315786.187500 Penalty: 3915.211670
	Iteration 54Q: 3 clusters Score -315786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -315788.781250 Penalty: 3915.211670
	Iteration 55Q: 3 clusters Score -315788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -315791.593750 Penalty: 3915.211670
	Iteration 56Q: 3 clusters Score -315791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -315792.593750 Penalty: 3915.211670
	Iteration 57Q: 3 clusters Score -315792.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -315792.593750 Penalty: 3915.211670
	Iteration 58F: 3 clusters Score -315792.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Entering Unmasked Estep 
Score: -637466.437500 Penalty: 2130.291748
	Iteration 0F: 2 clusters Score -637466.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -632729.750000 Penalty: 4260.583496
	Iteration 0F: 3 clusters Score -632729.8 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -633942.562500 Penalty: 4260.583496
	Iteration 1F: 3 clusters Score -633942.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -634289.562500 Penalty: 4260.583496
	Iteration 2F: 3 clusters Score -634289.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -634550.750000 Penalty: 4260.583496
	Iteration 3F: 3 clusters Score -634550.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -634720.875000 Penalty: 4260.583496
	Iteration 4F: 3 clusters Score -634720.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -634872.500000 Penalty: 4260.583496
	Iteration 5Q: 3 clusters Score -634872.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -634977.625000 Penalty: 4260.583496
	Iteration 6Q: 3 clusters Score -634977.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -635070.625000 Penalty: 4260.583496
	Iteration 7Q: 3 clusters Score -635070.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -635164.375000 Penalty: 4260.583496
	Iteration 8Q: 3 clusters Score -635164.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -635253.562500 Penalty: 4260.583496
	Iteration 9Q: 3 clusters Score -635253.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -635326.312500 Penalty: 4260.583496
	Iteration 10Q: 3 clusters Score -635326.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -635393.500000 Penalty: 4260.583496
	Iteration 11Q: 3 clusters Score -635393.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -635445.375000 Penalty: 4260.583496
	Iteration 12Q: 3 clusters Score -635445.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -635492.625000 Penalty: 4260.583496
	Iteration 13Q: 3 clusters Score -635492.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -635546.937500 Penalty: 4260.583496
	Iteration 14Q: 3 clusters Score -635546.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -635602.875000 Penalty: 4260.583496
	Iteration 15Q: 3 clusters Score -635602.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -635661.312500 Penalty: 4260.583496
	Iteration 16Q: 3 clusters Score -635661.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -635706.375000 Penalty: 4260.583496
	Iteration 17Q: 3 clusters Score -635706.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -635741.500000 Penalty: 4260.583496
	Iteration 18Q: 3 clusters Score -635741.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -635774.687500 Penalty: 4260.583496
	Iteration 19Q: 3 clusters Score -635774.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -635809.187500 Penalty: 4260.583496
	Iteration 20F: 3 clusters Score -635809.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -635839.750000 Penalty: 4260.583496
	Iteration 21Q: 3 clusters Score -635839.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -635866.312500 Penalty: 4260.583496
	Iteration 22Q: 3 clusters Score -635866.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -635883.437500 Penalty: 4260.583496
	Iteration 23Q: 3 clusters Score -635883.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -635903.562500 Penalty: 4260.583496
	Iteration 24Q: 3 clusters Score -635903.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -635916.812500 Penalty: 4260.583496
	Iteration 25Q: 3 clusters Score -635916.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -635928.000000 Penalty: 4260.583496
	Iteration 26Q: 3 clusters Score -635928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -635934.937500 Penalty: 4260.583496
	Iteration 27Q: 3 clusters Score -635934.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -635944.250000 Penalty: 4260.583496
	Iteration 28Q: 3 clusters Score -635944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -635950.062500 Penalty: 4260.583496
	Iteration 29Q: 3 clusters Score -635950.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -635959.500000 Penalty: 4260.583496
	Iteration 30Q: 3 clusters Score -635959.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -635965.750000 Penalty: 4260.583496
	Iteration 31Q: 3 clusters Score -635965.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -635969.250000 Penalty: 4260.583496
	Iteration 32Q: 3 clusters Score -635969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -635972.562500 Penalty: 4260.583496
	Iteration 33Q: 3 clusters Score -635972.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -635974.375000 Penalty: 4260.583496
	Iteration 34Q: 3 clusters Score -635974.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -635977.875000 Penalty: 4260.583496
	Iteration 35Q: 3 clusters Score -635977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -635982.125000 Penalty: 4260.583496
	Iteration 36Q: 3 clusters Score -635982.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -635987.437500 Penalty: 4260.583496
	Iteration 37Q: 3 clusters Score -635987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -635992.937500 Penalty: 4260.583496
	Iteration 38Q: 3 clusters Score -635992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -635994.812500 Penalty: 4260.583496
	Iteration 39Q: 3 clusters Score -635994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -635996.250000 Penalty: 4260.583496
	Iteration 40F: 3 clusters Score -635996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -635999.812500 Penalty: 4260.583496
	Iteration 41Q: 3 clusters Score -635999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -636001.375000 Penalty: 4260.583496
	Iteration 42Q: 3 clusters Score -636001.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -636002.500000 Penalty: 4260.583496
	Iteration 43Q: 3 clusters Score -636002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -636004.687500 Penalty: 4260.583496
	Iteration 44Q: 3 clusters Score -636004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -636005.312500 Penalty: 4260.583496
	Iteration 45Q: 3 clusters Score -636005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -636007.125000 Penalty: 4260.583496
	Iteration 46Q: 3 clusters Score -636007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -636007.187500 Penalty: 4260.583496
	Iteration 47Q: 3 clusters Score -636007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -636007.625000 Penalty: 4260.583496
	Iteration 48Q: 3 clusters Score -636007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -636009.625000 Penalty: 4260.583496
	Iteration 49Q: 3 clusters Score -636009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -636011.187500 Penalty: 4260.583496
	Iteration 50Q: 3 clusters Score -636011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -636012.437500 Penalty: 4260.583496
	Iteration 51Q: 3 clusters Score -636012.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -636012.437500 Penalty: 4260.583496
	Iteration 52F: 3 clusters Score -636012.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Entering Unmasked Estep 
Score: -734247.750000 Penalty: 2163.078613
	Iteration 0F: 2 clusters Score -734247.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -728948.625000 Penalty: 4326.157227
	Iteration 0F: 3 clusters Score -728948.6 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -730323.187500 Penalty: 4326.157227
	Iteration 1F: 3 clusters Score -730323.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -730554.562500 Penalty: 4326.157227
	Iteration 2F: 3 clusters Score -730554.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -730696.812500 Penalty: 4326.157227
	Iteration 3Q: 3 clusters Score -730696.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -730795.062500 Penalty: 4326.157227
	Iteration 4Q: 3 clusters Score -730795.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -730866.437500 Penalty: 4326.157227
	Iteration 5Q: 3 clusters Score -730866.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -730919.437500 Penalty: 4326.157227
	Iteration 6Q: 3 clusters Score -730919.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -730959.062500 Penalty: 4326.157227
	Iteration 7Q: 3 clusters Score -730959.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -730997.500000 Penalty: 4326.157227
	Iteration 8Q: 3 clusters Score -730997.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -731040.625000 Penalty: 4326.157227
	Iteration 9Q: 3 clusters Score -731040.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -731080.062500 Penalty: 4326.157227
	Iteration 10Q: 3 clusters Score -731080.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -731132.437500 Penalty: 4326.157227
	Iteration 11Q: 3 clusters Score -731132.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -731181.875000 Penalty: 4326.157227
	Iteration 12Q: 3 clusters Score -731181.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -731242.500000 Penalty: 4326.157227
	Iteration 13Q: 3 clusters Score -731242.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -731303.625000 Penalty: 4326.157227
	Iteration 14Q: 3 clusters Score -731303.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -731368.812500 Penalty: 4326.157227
	Iteration 15Q: 3 clusters Score -731368.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -731466.187500 Penalty: 4326.157227
	Iteration 16Q: 3 clusters Score -731466.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -731593.375000 Penalty: 4326.157227
	Iteration 17Q: 3 clusters Score -731593.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -731720.437500 Penalty: 4326.157227
	Iteration 18Q: 3 clusters Score -731720.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -731824.500000 Penalty: 4326.157227
	Iteration 19Q: 3 clusters Score -731824.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -731927.500000 Penalty: 4326.157227
	Iteration 20F: 3 clusters Score -731927.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -732021.500000 Penalty: 4326.157227
	Iteration 21Q: 3 clusters Score -732021.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -732120.562500 Penalty: 4326.157227
	Iteration 22Q: 3 clusters Score -732120.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -732190.937500 Penalty: 4326.157227
	Iteration 23Q: 3 clusters Score -732190.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -732243.812500 Penalty: 4326.157227
	Iteration 24Q: 3 clusters Score -732243.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -732285.687500 Penalty: 4326.157227
	Iteration 25Q: 3 clusters Score -732285.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -732323.750000 Penalty: 4326.157227
	Iteration 26Q: 3 clusters Score -732323.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -732351.062500 Penalty: 4326.157227
	Iteration 27Q: 3 clusters Score -732351.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -732367.750000 Penalty: 4326.157227
	Iteration 28Q: 3 clusters Score -732367.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -732381.250000 Penalty: 4326.157227
	Iteration 29Q: 3 clusters Score -732381.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -732392.500000 Penalty: 4326.157227
	Iteration 30Q: 3 clusters Score -732392.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -732404.375000 Penalty: 4326.157227
	Iteration 31Q: 3 clusters Score -732404.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -732411.375000 Penalty: 4326.157227
	Iteration 32Q: 3 clusters Score -732411.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -732420.187500 Penalty: 4326.157227
	Iteration 33Q: 3 clusters Score -732420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -732427.625000 Penalty: 4326.157227
	Iteration 34Q: 3 clusters Score -732427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -732435.062500 Penalty: 4326.157227
	Iteration 35Q: 3 clusters Score -732435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -732438.375000 Penalty: 4326.157227
	Iteration 36Q: 3 clusters Score -732438.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -732445.250000 Penalty: 4326.157227
	Iteration 37Q: 3 clusters Score -732445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -732446.500000 Penalty: 4326.157227
	Iteration 38Q: 3 clusters Score -732446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -732451.562500 Penalty: 4326.157227
	Iteration 39Q: 3 clusters Score -732451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -732458.000000 Penalty: 4326.157227
	Iteration 40F: 3 clusters Score -732458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -732463.000000 Penalty: 4326.157227
	Iteration 41Q: 3 clusters Score -732463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -732465.125000 Penalty: 4326.157227
	Iteration 42Q: 3 clusters Score -732465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -732468.812500 Penalty: 4326.157227
	Iteration 43Q: 3 clusters Score -732468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -732471.437500 Penalty: 4326.157227
	Iteration 44Q: 3 clusters Score -732471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -732471.812500 Penalty: 4326.157227
	Iteration 45Q: 3 clusters Score -732471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -732472.187500 Penalty: 4326.157227
	Iteration 46Q: 3 clusters Score -732472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -732472.375000 Penalty: 4326.157227
	Iteration 47Q: 3 clusters Score -732472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -732473.125000 Penalty: 4326.157227
	Iteration 48Q: 3 clusters Score -732473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -732473.625000 Penalty: 4326.157227
	Iteration 49Q: 3 clusters Score -732473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -732476.500000 Penalty: 4326.157227
	Iteration 50Q: 3 clusters Score -732476.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -732476.500000 Penalty: 4326.157227
	Iteration 51F: 3 clusters Score -732476.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Entering Unmasked Estep 
Score: -1816821.125000 Penalty: 2419.653809
	Iteration 0F: 2 clusters Score -1816821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1804486.625000 Penalty: 4839.307617
	Iteration 0F: 3 clusters Score -1804487 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1808746.625000 Penalty: 4839.307617
	Iteration 1F: 3 clusters Score -1808747 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1809384.500000 Penalty: 4839.307617
	Iteration 2F: 3 clusters Score -1809384 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1810041.250000 Penalty: 4839.307617
	Iteration 3F: 3 clusters Score -1810041 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1810718.375000 Penalty: 4839.307617
	Iteration 4F: 3 clusters Score -1810718 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1811362.250000 Penalty: 4839.307617
	Iteration 5F: 3 clusters Score -1811362 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1811977.250000 Penalty: 4839.307617
	Iteration 6F: 3 clusters Score -1811977 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1812574.375000 Penalty: 4839.307617
	Iteration 7F: 3 clusters Score -1812574 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1813107.625000 Penalty: 4839.307617
	Iteration 8Q: 3 clusters Score -1813108 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1813541.625000 Penalty: 4839.307617
	Iteration 9Q: 3 clusters Score -1813542 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1813833.500000 Penalty: 4839.307617
	Iteration 10Q: 3 clusters Score -1813834 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1814014.750000 Penalty: 4839.307617
	Iteration 11Q: 3 clusters Score -1814015 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1814123.875000 Penalty: 4839.307617
	Iteration 12Q: 3 clusters Score -1814124 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1814184.625000 Penalty: 4839.307617
	Iteration 13Q: 3 clusters Score -1814185 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1814220.125000 Penalty: 4839.307617
	Iteration 14Q: 3 clusters Score -1814220 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1814252 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1814274 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1814291 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1814312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1814321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1814330.375000 Penalty: 4839.307617
	Iteration 20F: 3 clusters Score -1814330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1814342.250000 Penalty: 4839.307617
	Iteration 21Q: 3 clusters Score -1814342 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1814356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1814373 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1814380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1814389.375000 Penalty: 4839.307617
	Iteration 25Q: 3 clusters Score -1814389 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1814411.500000 Penalty: 4839.307617
	Iteration 26Q: 3 clusters Score -1814412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1814427 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1814445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1814460.875000 Penalty: 4839.307617
	Iteration 29Q: 3 clusters Score -1814461 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1814476.125000 Penalty: 4839.307617
	Iteration 30Q: 3 clusters Score -1814476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1814485 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1814503.750000 Penalty: 4839.307617
	Iteration 32Q: 3 clusters Score -1814504 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1814513 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1814524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1814538 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1814557.625000 Penalty: 4839.307617
	Iteration 36Q: 3 clusters Score -1814558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1814570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1814590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1814596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1814612.125000 Penalty: 4839.307617
	Iteration 40F: 3 clusters Score -1814612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1814625 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1814630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1814639 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1814654.625000 Penalty: 4839.307617
	Iteration 44Q: 3 clusters Score -1814655 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1814674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1814689 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1814707.625000 Penalty: 4839.307617
	Iteration 47Q: 3 clusters Score -1814708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1814725 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1814746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1814758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1814771 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1814779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1814789 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1814807.625000 Penalty: 4839.307617
	Iteration 54Q: 3 clusters Score -1814808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1814823.250000 Penalty: 4839.307617
	Iteration 55Q: 3 clusters Score -1814823 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1814838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1814853.375000 Penalty: 4839.307617
	Iteration 57Q: 3 clusters Score -1814853 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1814872.625000 Penalty: 4839.307617
	Iteration 58Q: 3 clusters Score -1814873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1814886.750000 Penalty: 4839.307617
	Iteration 59Q: 3 clusters Score -1814887 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1814903.625000 Penalty: 4839.307617
	Iteration 60F: 3 clusters Score -1814904 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1814922.875000 Penalty: 4839.307617
	Iteration 61Q: 3 clusters Score -1814923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1814953.000000 Penalty: 4839.307617
	Iteration 62Q: 3 clusters Score -1814953 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1814978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1814998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1815022.875000 Penalty: 4839.307617
	Iteration 65Q: 3 clusters Score -1815023 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1815034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1815057.750000 Penalty: 4839.307617
	Iteration 67Q: 3 clusters Score -1815058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1815070 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1815087.000000 Penalty: 4839.307617
	Iteration 69Q: 3 clusters Score -1815087 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1815106.875000 Penalty: 4839.307617
	Iteration 70Q: 3 clusters Score -1815107 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1815121.500000 Penalty: 4839.307617
	Iteration 71Q: 3 clusters Score -1815122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1815130.250000 Penalty: 4839.307617
	Iteration 72Q: 3 clusters Score -1815130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1815142.125000 Penalty: 4839.307617
	Iteration 73Q: 3 clusters Score -1815142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1815152.000000 Penalty: 4839.307617
	Iteration 74Q: 3 clusters Score -1815152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1815162.000000 Penalty: 4839.307617
	Iteration 75Q: 3 clusters Score -1815162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1815178.000000 Penalty: 4839.307617
	Iteration 76Q: 3 clusters Score -1815178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1815190.250000 Penalty: 4839.307617
	Iteration 77Q: 3 clusters Score -1815190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1815206.875000 Penalty: 4839.307617
	Iteration 78Q: 3 clusters Score -1815207 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1815221.250000 Penalty: 4839.307617
	Iteration 79Q: 3 clusters Score -1815221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1815240.750000 Penalty: 4839.307617
	Iteration 80F: 3 clusters Score -1815241 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1815263.250000 Penalty: 4839.307617
	Iteration 81Q: 3 clusters Score -1815263 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1815279.625000 Penalty: 4839.307617
	Iteration 82Q: 3 clusters Score -1815280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1815298.750000 Penalty: 4839.307617
	Iteration 83Q: 3 clusters Score -1815299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1815324.875000 Penalty: 4839.307617
	Iteration 84Q: 3 clusters Score -1815325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1815347 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1815374.875000 Penalty: 4839.307617
	Iteration 86Q: 3 clusters Score -1815375 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1815400 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1815415 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1815429.000000 Penalty: 4839.307617
	Iteration 89Q: 3 clusters Score -1815429 nChanged 44
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Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1815443.000000 Penalty: 4839.307617
	Iteration 90Q: 3 clusters Score -1815443 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
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Entering Unmasked Estep 
Score: -1815471.000000 Penalty: 4839.307617
	Iteration 91Q: 3 clusters Score -1815471 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1815496.000000 Penalty: 4839.307617
	Iteration 92Q: 3 clusters Score -1815496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1815522.250000 Penalty: 4839.307617
	Iteration 93Q: 3 clusters Score -1815522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1815541.750000 Penalty: 4839.307617
	Iteration 94Q: 3 clusters Score -1815542 nChanged 49
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Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1815562.500000 Penalty: 4839.307617
	Iteration 95Q: 3 clusters Score -1815562 nChanged 48
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Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1815578.750000 Penalty: 4839.307617
	Iteration 96Q: 3 clusters Score -1815579 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1815597.875000 Penalty: 4839.307617
	Iteration 97Q: 3 clusters Score -1815598 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1815606.250000 Penalty: 4839.307617
	Iteration 98Q: 3 clusters Score -1815606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1815617.750000 Penalty: 4839.307617
	Iteration 99Q: 3 clusters Score -1815618 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1815626.000000 Penalty: 4839.307617
	Iteration 100F: 3 clusters Score -1815626 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1815639.125000 Penalty: 4839.307617
	Iteration 101Q: 3 clusters Score -1815639 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1815642.750000 Penalty: 4839.307617
	Iteration 102Q: 3 clusters Score -1815643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1815648.625000 Penalty: 4839.307617
	Iteration 103Q: 3 clusters Score -1815649 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15580 members 
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Entering Unmasked Estep 
Score: -1815650.875000 Penalty: 4839.307617
	Iteration 104Q: 3 clusters Score -1815651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1815655.875000 Penalty: 4839.307617
	Iteration 105Q: 3 clusters Score -1815656 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15608 members 
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Entering Unmasked Estep 
Score: -1815653.625000 Penalty: 4839.307617
	Iteration 106Q: 3 clusters Score -1815654 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1815659.250000 Penalty: 4839.307617
	Iteration 107Q: 3 clusters Score -1815659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1815659.500000 Penalty: 4839.307617
	Iteration 108Q: 3 clusters Score -1815660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1815662.375000 Penalty: 4839.307617
	Iteration 109Q: 3 clusters Score -1815662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1815667.875000 Penalty: 4839.307617
	Iteration 110Q: 3 clusters Score -1815668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1815667.125000 Penalty: 4839.307617
	Iteration 111Q: 3 clusters Score -1815667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1815668.750000 Penalty: 4839.307617
	Iteration 112Q: 3 clusters Score -1815669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1815674.250000 Penalty: 4839.307617
	Iteration 113Q: 3 clusters Score -1815674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1815681.625000 Penalty: 4839.307617
	Iteration 114Q: 3 clusters Score -1815682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1815682.125000 Penalty: 4839.307617
	Iteration 115Q: 3 clusters Score -1815682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1815682.500000 Penalty: 4839.307617
	Iteration 116Q: 3 clusters Score -1815682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1815684.125000 Penalty: 4839.307617
	Iteration 117Q: 3 clusters Score -1815684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1815684.875000 Penalty: 4839.307617
	Iteration 118Q: 3 clusters Score -1815685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1815686.625000 Penalty: 4839.307617
	Iteration 119Q: 3 clusters Score -1815687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1815686.625000 Penalty: 4839.307617
	Iteration 120F: 3 clusters Score -1815687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Entering Unmasked Estep 
Score: -1563113.250000 Penalty: 2354.179199
	Iteration 0F: 2 clusters Score -1563113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1553326.875000 Penalty: 4708.358398
	Iteration 0F: 3 clusters Score -1553327 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1556388.625000 Penalty: 4708.358398
	Iteration 1F: 3 clusters Score -1556389 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1556748.625000 Penalty: 4708.358398
	Iteration 2F: 3 clusters Score -1556749 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1557018.250000 Penalty: 4708.358398
	Iteration 3F: 3 clusters Score -1557018 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1557255.000000 Penalty: 4708.358398
	Iteration 4Q: 3 clusters Score -1557255 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1557553.375000 Penalty: 4708.358398
	Iteration 5Q: 3 clusters Score -1557553 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1558062.500000 Penalty: 4708.358398
	Iteration 6Q: 3 clusters Score -1558062 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1558733.125000 Penalty: 4708.358398
	Iteration 7F: 3 clusters Score -1558733 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1559359.125000 Penalty: 4708.358398
	Iteration 8F: 3 clusters Score -1559359 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1559812.750000 Penalty: 4708.358398
	Iteration 9F: 3 clusters Score -1559813 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1560178.000000 Penalty: 4708.358398
	Iteration 10Q: 3 clusters Score -1560178 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1560421.250000 Penalty: 4708.358398
	Iteration 11Q: 3 clusters Score -1560421 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1560584.500000 Penalty: 4708.358398
	Iteration 12Q: 3 clusters Score -1560584 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1560703.500000 Penalty: 4708.358398
	Iteration 13Q: 3 clusters Score -1560704 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1560790.125000 Penalty: 4708.358398
	Iteration 14Q: 3 clusters Score -1560790 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1560867.125000 Penalty: 4708.358398
	Iteration 15Q: 3 clusters Score -1560867 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1560931.125000 Penalty: 4708.358398
	Iteration 16Q: 3 clusters Score -1560931 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1560988.125000 Penalty: 4708.358398
	Iteration 17Q: 3 clusters Score -1560988 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1561034.500000 Penalty: 4708.358398
	Iteration 18Q: 3 clusters Score -1561034 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1561074.375000 Penalty: 4708.358398
	Iteration 19Q: 3 clusters Score -1561074 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1561118.125000 Penalty: 4708.358398
	Iteration 20F: 3 clusters Score -1561118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1561143.875000 Penalty: 4708.358398
	Iteration 21Q: 3 clusters Score -1561144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1561173.000000 Penalty: 4708.358398
	Iteration 22Q: 3 clusters Score -1561173 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1561199.000000 Penalty: 4708.358398
	Iteration 23Q: 3 clusters Score -1561199 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1561223.125000 Penalty: 4708.358398
	Iteration 24Q: 3 clusters Score -1561223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1561242.250000 Penalty: 4708.358398
	Iteration 25Q: 3 clusters Score -1561242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1561268.750000 Penalty: 4708.358398
	Iteration 26Q: 3 clusters Score -1561269 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1561296.875000 Penalty: 4708.358398
	Iteration 27Q: 3 clusters Score -1561297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1561312.750000 Penalty: 4708.358398
	Iteration 28Q: 3 clusters Score -1561313 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1561337.375000 Penalty: 4708.358398
	Iteration 29Q: 3 clusters Score -1561337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1561371.500000 Penalty: 4708.358398
	Iteration 30Q: 3 clusters Score -1561372 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1561400.500000 Penalty: 4708.358398
	Iteration 31Q: 3 clusters Score -1561400 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1561427.625000 Penalty: 4708.358398
	Iteration 32Q: 3 clusters Score -1561428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1561451.375000 Penalty: 4708.358398
	Iteration 33Q: 3 clusters Score -1561451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1561483.250000 Penalty: 4708.358398
	Iteration 34Q: 3 clusters Score -1561483 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1561513.500000 Penalty: 4708.358398
	Iteration 35Q: 3 clusters Score -1561514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1561536.375000 Penalty: 4708.358398
	Iteration 36Q: 3 clusters Score -1561536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1561557.875000 Penalty: 4708.358398
	Iteration 37Q: 3 clusters Score -1561558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1561573.375000 Penalty: 4708.358398
	Iteration 38Q: 3 clusters Score -1561573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1561582.250000 Penalty: 4708.358398
	Iteration 39Q: 3 clusters Score -1561582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1561599.500000 Penalty: 4708.358398
	Iteration 40F: 3 clusters Score -1561600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1561610.875000 Penalty: 4708.358398
	Iteration 41Q: 3 clusters Score -1561611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1561619.375000 Penalty: 4708.358398
	Iteration 42Q: 3 clusters Score -1561619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1561640.000000 Penalty: 4708.358398
	Iteration 43Q: 3 clusters Score -1561640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1561659.750000 Penalty: 4708.358398
	Iteration 44Q: 3 clusters Score -1561660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1561676.875000 Penalty: 4708.358398
	Iteration 45Q: 3 clusters Score -1561677 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1561701.375000 Penalty: 4708.358398
	Iteration 46Q: 3 clusters Score -1561701 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1561730.750000 Penalty: 4708.358398
	Iteration 47Q: 3 clusters Score -1561731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1561750.875000 Penalty: 4708.358398
	Iteration 48Q: 3 clusters Score -1561751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1561778.750000 Penalty: 4708.358398
	Iteration 49Q: 3 clusters Score -1561779 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1561826.250000 Penalty: 4708.358398
	Iteration 50Q: 3 clusters Score -1561826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1561879.250000 Penalty: 4708.358398
	Iteration 51Q: 3 clusters Score -1561879 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1561928.875000 Penalty: 4708.358398
	Iteration 52Q: 3 clusters Score -1561929 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1561963.375000 Penalty: 4708.358398
	Iteration 53Q: 3 clusters Score -1561963 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1561991.125000 Penalty: 4708.358398
	Iteration 54Q: 3 clusters Score -1561991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1562028.500000 Penalty: 4708.358398
	Iteration 55Q: 3 clusters Score -1562028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1562082.250000 Penalty: 4708.358398
	Iteration 56Q: 3 clusters Score -1562082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1562168.250000 Penalty: 4708.358398
	Iteration 57Q: 3 clusters Score -1562168 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1562245.750000 Penalty: 4708.358398
	Iteration 58Q: 3 clusters Score -1562246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1562296.250000 Penalty: 4708.358398
	Iteration 59Q: 3 clusters Score -1562296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1562345.875000 Penalty: 4708.358398
	Iteration 60F: 3 clusters Score -1562346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1562400.000000 Penalty: 4708.358398
	Iteration 61Q: 3 clusters Score -1562400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1562440.500000 Penalty: 4708.358398
	Iteration 62Q: 3 clusters Score -1562440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1562480.125000 Penalty: 4708.358398
	Iteration 63Q: 3 clusters Score -1562480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1562512.625000 Penalty: 4708.358398
	Iteration 64Q: 3 clusters Score -1562513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1562549.500000 Penalty: 4708.358398
	Iteration 65Q: 3 clusters Score -1562550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1562578.875000 Penalty: 4708.358398
	Iteration 66Q: 3 clusters Score -1562579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1562594.375000 Penalty: 4708.358398
	Iteration 67Q: 3 clusters Score -1562594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1562610.500000 Penalty: 4708.358398
	Iteration 68Q: 3 clusters Score -1562610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1562619.375000 Penalty: 4708.358398
	Iteration 69Q: 3 clusters Score -1562619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1562621.000000 Penalty: 4708.358398
	Iteration 70Q: 3 clusters Score -1562621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1562624.500000 Penalty: 4708.358398
	Iteration 71Q: 3 clusters Score -1562624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1562628.125000 Penalty: 4708.358398
	Iteration 72Q: 3 clusters Score -1562628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1562631.000000 Penalty: 4708.358398
	Iteration 73Q: 3 clusters Score -1562631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1562631.500000 Penalty: 4708.358398
	Iteration 74Q: 3 clusters Score -1562632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1562638.250000 Penalty: 4708.358398
	Iteration 75Q: 3 clusters Score -1562638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1562638.875000 Penalty: 4708.358398
	Iteration 76Q: 3 clusters Score -1562639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1562639.750000 Penalty: 4708.358398
	Iteration 77Q: 3 clusters Score -1562640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1562640.750000 Penalty: 4708.358398
	Iteration 78Q: 3 clusters Score -1562641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1562642.250000 Penalty: 4708.358398
	Iteration 79Q: 3 clusters Score -1562642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1562641.625000 Penalty: 4708.358398
	Iteration 80F: 3 clusters Score -1562642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1562643.625000 Penalty: 4708.358398
	Iteration 81Q: 3 clusters Score -1562644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1562643.625000 Penalty: 4708.358398
	Iteration 82F: 3 clusters Score -1562644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -96269.210938 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -96269.21 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 371 members 
Entering Unmasked Estep 
Score: -94674.171875 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -94674.17 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95292.937500 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -95292.94 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95573.523438 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -95573.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95714.242188 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -95714.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95860.406250 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -95860.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96004.328125 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -96004.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96167.273438 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -96167.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96340.781250 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -96340.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96504.046875 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -96504.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96652.750000 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -96652.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96677.617188 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -96677.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96679.828125 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -96679.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96686.046875 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -96686.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96690.882812 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -96690.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96692.210938 Penalty: 3257.069580
	Iteration 14Q: 3 clusters Score -96692.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96692.210938 Penalty: 3257.069580
	Iteration 15F: 3 clusters Score -96692.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 17912 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34051 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187968 members 
Mstep: Class 13 contains 186910 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17269 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 353 members 
Mstep: Class 23 contains 43304 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52374 members 
Mstep: Class 27 contains 25679 members 
Mstep: Class 28 contains 52508 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175601 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41565 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9900 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5843 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4955 members 
Mstep: Class 51 contains 34420 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25433 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6467 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8441 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7059 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11248 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 358 members 
Entering Unmasked Estep 
Score: -133760064.000000 Penalty: 260018.453125
Splitting cluster 22 changes total score from -133761560.000000 to -133760064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (43304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Entering Unmasked Estep 
Score: -5082148.500000 Penalty: 2647.648193
	Iteration 0F: 2 clusters Score -5082148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5052781.500000 Penalty: 5295.296387
	Iteration 0F: 3 clusters Score -5052782 nChanged 19967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5064188.000000 Penalty: 5295.296387
	Iteration 1F: 3 clusters Score -5064188 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -5065155.500000 Penalty: 5295.296387
	Iteration 2F: 3 clusters Score -5065156 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -5066416.000000 Penalty: 5295.296387
	Iteration 3F: 3 clusters Score -5066416 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -5068143.500000 Penalty: 5295.296387
	Iteration 4F: 3 clusters Score -5068144 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -5070307.000000 Penalty: 5295.296387
	Iteration 5F: 3 clusters Score -5070307 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -5072728.500000 Penalty: 5295.296387
	Iteration 6F: 3 clusters Score -5072728 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -5075165.000000 Penalty: 5295.296387
	Iteration 7F: 3 clusters Score -5075165 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -5077185.000000 Penalty: 5295.296387
	Iteration 8Q: 3 clusters Score -5077185 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -5078474.000000 Penalty: 5295.296387
	Iteration 9Q: 3 clusters Score -5078474 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -5079041.000000 Penalty: 5295.296387
	Iteration 10Q: 3 clusters Score -5079041 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -5079367.500000 Penalty: 5295.296387
	Iteration 11Q: 3 clusters Score -5079368 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -5079603.500000 Penalty: 5295.296387
	Iteration 12Q: 3 clusters Score -5079604 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -5079774.500000 Penalty: 5295.296387
	Iteration 13Q: 3 clusters Score -5079774 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -5079879.000000 Penalty: 5295.296387
	Iteration 14Q: 3 clusters Score -5079879 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -5079985.000000 Penalty: 5295.296387
	Iteration 15Q: 3 clusters Score -5079985 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -5080103.500000 Penalty: 5295.296387
	Iteration 16Q: 3 clusters Score -5080104 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -5080174.000000 Penalty: 5295.296387
	Iteration 17Q: 3 clusters Score -5080174 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -5080230.500000 Penalty: 5295.296387
	Iteration 18Q: 3 clusters Score -5080230 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -5080305.500000 Penalty: 5295.296387
	Iteration 19Q: 3 clusters Score -5080306 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -5080337.500000 Penalty: 5295.296387
	Iteration 20F: 3 clusters Score -5080338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -5080365.500000 Penalty: 5295.296387
	Iteration 21Q: 3 clusters Score -5080366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -5080415.000000 Penalty: 5295.296387
	Iteration 22Q: 3 clusters Score -5080415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -5080438.000000 Penalty: 5295.296387
	Iteration 23Q: 3 clusters Score -5080438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -5080459.500000 Penalty: 5295.296387
	Iteration 24Q: 3 clusters Score -5080460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -5080469.500000 Penalty: 5295.296387
	Iteration 25Q: 3 clusters Score -5080470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -5080477.500000 Penalty: 5295.296387
	Iteration 26Q: 3 clusters Score -5080478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -5080484.000000 Penalty: 5295.296387
	Iteration 27Q: 3 clusters Score -5080484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -5080483.000000 Penalty: 5295.296387
	Iteration 28Q: 3 clusters Score -5080483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -5080486.500000 Penalty: 5295.296387
	Iteration 29Q: 3 clusters Score -5080486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -5080493.500000 Penalty: 5295.296387
	Iteration 30Q: 3 clusters Score -5080494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -5080494.500000 Penalty: 5295.296387
	Iteration 31Q: 3 clusters Score -5080494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -5080484.500000 Penalty: 5295.296387
	Iteration 32Q: 3 clusters Score -5080484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5080487.500000 Penalty: 5295.296387
	Iteration 33Q: 3 clusters Score -5080488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -5080496.000000 Penalty: 5295.296387
	Iteration 34Q: 3 clusters Score -5080496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -5080495.000000 Penalty: 5295.296387
	Iteration 35Q: 3 clusters Score -5080495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -5080493.500000 Penalty: 5295.296387
	Iteration 36Q: 3 clusters Score -5080494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -5080499.000000 Penalty: 5295.296387
	Iteration 37Q: 3 clusters Score -5080499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -5080494.000000 Penalty: 5295.296387
	Iteration 38Q: 3 clusters Score -5080494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5080494.000000 Penalty: 5295.296387
	Iteration 39Q: 3 clusters Score -5080494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5080494.000000 Penalty: 5295.296387
	Iteration 40F: 3 clusters Score -5080494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Entering Unmasked Estep 
Score: -673545.250000 Penalty: 2150.394043
	Iteration 0F: 2 clusters Score -673545.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -668401.375000 Penalty: 4300.788086
	Iteration 0F: 3 clusters Score -668401.4 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -669693.812500 Penalty: 4300.788086
	Iteration 1F: 3 clusters Score -669693.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -669953.562500 Penalty: 4300.788086
	Iteration 2F: 3 clusters Score -669953.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -670109.500000 Penalty: 4300.788086
	Iteration 3Q: 3 clusters Score -670109.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -670231.062500 Penalty: 4300.788086
	Iteration 4Q: 3 clusters Score -670231.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -670317.437500 Penalty: 4300.788086
	Iteration 5Q: 3 clusters Score -670317.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -670451.562500 Penalty: 4300.788086
	Iteration 6Q: 3 clusters Score -670451.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -670659.875000 Penalty: 4300.788086
	Iteration 7Q: 3 clusters Score -670659.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -670969.625000 Penalty: 4300.788086
	Iteration 8Q: 3 clusters Score -670969.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -671407.500000 Penalty: 4300.788086
	Iteration 9F: 3 clusters Score -671407.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -671890.937500 Penalty: 4300.788086
	Iteration 10F: 3 clusters Score -671890.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -672252.250000 Penalty: 4300.788086
	Iteration 11F: 3 clusters Score -672252.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -672476.375000 Penalty: 4300.788086
	Iteration 12Q: 3 clusters Score -672476.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -672593.375000 Penalty: 4300.788086
	Iteration 13Q: 3 clusters Score -672593.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -672640.937500 Penalty: 4300.788086
	Iteration 14Q: 3 clusters Score -672640.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -672669.750000 Penalty: 4300.788086
	Iteration 15Q: 3 clusters Score -672669.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -672685.687500 Penalty: 4300.788086
	Iteration 16Q: 3 clusters Score -672685.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -672696.875000 Penalty: 4300.788086
	Iteration 17Q: 3 clusters Score -672696.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -672703.687500 Penalty: 4300.788086
	Iteration 18Q: 3 clusters Score -672703.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -672707.937500 Penalty: 4300.788086
	Iteration 19Q: 3 clusters Score -672707.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -672711.125000 Penalty: 4300.788086
	Iteration 20F: 3 clusters Score -672711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -672711.875000 Penalty: 4300.788086
	Iteration 21Q: 3 clusters Score -672711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -672711.937500 Penalty: 4300.788086
	Iteration 22Q: 3 clusters Score -672711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -672711.437500 Penalty: 4300.788086
	Iteration 23Q: 3 clusters Score -672711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -672712.000000 Penalty: 4300.788086
	Iteration 24Q: 3 clusters Score -672712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -672712.000000 Penalty: 4300.788086
	Iteration 25F: 3 clusters Score -672712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Entering Unmasked Estep 
Score: -1333822.125000 Penalty: 2319.750977
	Iteration 0F: 2 clusters Score -1333822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1325209.250000 Penalty: 4639.501953
	Iteration 0F: 3 clusters Score -1325209 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1327709.250000 Penalty: 4639.501953
	Iteration 1F: 3 clusters Score -1327709 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1328084.250000 Penalty: 4639.501953
	Iteration 2F: 3 clusters Score -1328084 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1328436.250000 Penalty: 4639.501953
	Iteration 3F: 3 clusters Score -1328436 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1328866.250000 Penalty: 4639.501953
	Iteration 4F: 3 clusters Score -1328866 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1329419.875000 Penalty: 4639.501953
	Iteration 5F: 3 clusters Score -1329420 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1330049.125000 Penalty: 4639.501953
	Iteration 6F: 3 clusters Score -1330049 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1330653.250000 Penalty: 4639.501953
	Iteration 7F: 3 clusters Score -1330653 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1331151.875000 Penalty: 4639.501953
	Iteration 8F: 3 clusters Score -1331152 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1331532.875000 Penalty: 4639.501953
	Iteration 9F: 3 clusters Score -1331533 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1331809.125000 Penalty: 4639.501953
	Iteration 10Q: 3 clusters Score -1331809 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1331979.125000 Penalty: 4639.501953
	Iteration 11Q: 3 clusters Score -1331979 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1332091.000000 Penalty: 4639.501953
	Iteration 12Q: 3 clusters Score -1332091 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1332156.875000 Penalty: 4639.501953
	Iteration 13Q: 3 clusters Score -1332157 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1332214.875000 Penalty: 4639.501953
	Iteration 14Q: 3 clusters Score -1332215 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1332253.375000 Penalty: 4639.501953
	Iteration 15Q: 3 clusters Score -1332253 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1332279.500000 Penalty: 4639.501953
	Iteration 16Q: 3 clusters Score -1332280 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1332316.375000 Penalty: 4639.501953
	Iteration 17Q: 3 clusters Score -1332316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1332345.375000 Penalty: 4639.501953
	Iteration 18Q: 3 clusters Score -1332345 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1332370.250000 Penalty: 4639.501953
	Iteration 19Q: 3 clusters Score -1332370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1332385.875000 Penalty: 4639.501953
	Iteration 20F: 3 clusters Score -1332386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1332401.375000 Penalty: 4639.501953
	Iteration 21Q: 3 clusters Score -1332401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1332409.125000 Penalty: 4639.501953
	Iteration 22Q: 3 clusters Score -1332409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1332413.000000 Penalty: 4639.501953
	Iteration 23Q: 3 clusters Score -1332413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1332422.625000 Penalty: 4639.501953
	Iteration 24Q: 3 clusters Score -1332423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1332430.625000 Penalty: 4639.501953
	Iteration 25Q: 3 clusters Score -1332431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1332440.750000 Penalty: 4639.501953
	Iteration 26Q: 3 clusters Score -1332441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1332442.125000 Penalty: 4639.501953
	Iteration 27Q: 3 clusters Score -1332442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1332445.125000 Penalty: 4639.501953
	Iteration 28Q: 3 clusters Score -1332445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1332447.875000 Penalty: 4639.501953
	Iteration 29Q: 3 clusters Score -1332448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1332450.875000 Penalty: 4639.501953
	Iteration 30Q: 3 clusters Score -1332451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1332456.625000 Penalty: 4639.501953
	Iteration 31Q: 3 clusters Score -1332457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1332455.875000 Penalty: 4639.501953
	Iteration 32Q: 3 clusters Score -1332456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1332459.500000 Penalty: 4639.501953
	Iteration 33Q: 3 clusters Score -1332460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1332463.000000 Penalty: 4639.501953
	Iteration 34Q: 3 clusters Score -1332463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1332466.375000 Penalty: 4639.501953
	Iteration 35Q: 3 clusters Score -1332466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1332468.625000 Penalty: 4639.501953
	Iteration 36Q: 3 clusters Score -1332469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1332473.250000 Penalty: 4639.501953
	Iteration 37Q: 3 clusters Score -1332473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1332474.000000 Penalty: 4639.501953
	Iteration 38Q: 3 clusters Score -1332474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1332471.750000 Penalty: 4639.501953
	Iteration 39Q: 3 clusters Score -1332472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1332474.125000 Penalty: 4639.501953
	Iteration 40F: 3 clusters Score -1332474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1332478.250000 Penalty: 4639.501953
	Iteration 41Q: 3 clusters Score -1332478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1332480.125000 Penalty: 4639.501953
	Iteration 42Q: 3 clusters Score -1332480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1332480.125000 Penalty: 4639.501953
	Iteration 43Q: 3 clusters Score -1332480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1332481.875000 Penalty: 4639.501953
	Iteration 44Q: 3 clusters Score -1332482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1332480.750000 Penalty: 4639.501953
	Iteration 45Q: 3 clusters Score -1332481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1332481.625000 Penalty: 4639.501953
	Iteration 46Q: 3 clusters Score -1332482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1332486.125000 Penalty: 4639.501953
	Iteration 47Q: 3 clusters Score -1332486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1332487.000000 Penalty: 4639.501953
	Iteration 48Q: 3 clusters Score -1332487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1332485.375000 Penalty: 4639.501953
	Iteration 49Q: 3 clusters Score -1332485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1332484.875000 Penalty: 4639.501953
	Iteration 50Q: 3 clusters Score -1332485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1332484.875000 Penalty: 4639.501953
	Iteration 51F: 3 clusters Score -1332485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (52374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Entering Unmasked Estep 
Score: -5620780.000000 Penalty: 2694.809082
	Iteration 0F: 2 clusters Score -5620780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5585612.500000 Penalty: 5389.618164
	Iteration 0F: 3 clusters Score -5585612 nChanged 24221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -5600081.500000 Penalty: 5389.618164
	Iteration 1F: 3 clusters Score -5600082 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -5601406.500000 Penalty: 5389.618164
	Iteration 2F: 3 clusters Score -5601406 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -5603228.000000 Penalty: 5389.618164
	Iteration 3F: 3 clusters Score -5603228 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -5605364.000000 Penalty: 5389.618164
	Iteration 4F: 3 clusters Score -5605364 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -5607620.000000 Penalty: 5389.618164
	Iteration 5F: 3 clusters Score -5607620 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -5609491.500000 Penalty: 5389.618164
	Iteration 6F: 3 clusters Score -5609492 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -5610711.500000 Penalty: 5389.618164
	Iteration 7F: 3 clusters Score -5610712 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -5611504.500000 Penalty: 5389.618164
	Iteration 8Q: 3 clusters Score -5611504 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -5612107.500000 Penalty: 5389.618164
	Iteration 9Q: 3 clusters Score -5612108 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -5612439.000000 Penalty: 5389.618164
	Iteration 10Q: 3 clusters Score -5612439 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -5612759.500000 Penalty: 5389.618164
	Iteration 11Q: 3 clusters Score -5612760 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -5612998.500000 Penalty: 5389.618164
	Iteration 12Q: 3 clusters Score -5612998 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -5613153.000000 Penalty: 5389.618164
	Iteration 13Q: 3 clusters Score -5613153 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -5613273.000000 Penalty: 5389.618164
	Iteration 14Q: 3 clusters Score -5613273 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -5613346.000000 Penalty: 5389.618164
	Iteration 15Q: 3 clusters Score -5613346 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -5613440.500000 Penalty: 5389.618164
	Iteration 16Q: 3 clusters Score -5613440 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -5613499.000000 Penalty: 5389.618164
	Iteration 17Q: 3 clusters Score -5613499 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -5613568.500000 Penalty: 5389.618164
	Iteration 18Q: 3 clusters Score -5613568 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -5613593.500000 Penalty: 5389.618164
	Iteration 19Q: 3 clusters Score -5613594 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -5613640.500000 Penalty: 5389.618164
	Iteration 20F: 3 clusters Score -5613640 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -5613667.000000 Penalty: 5389.618164
	Iteration 21Q: 3 clusters Score -5613667 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -5613715.000000 Penalty: 5389.618164
	Iteration 22Q: 3 clusters Score -5613715 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -5613715.000000 Penalty: 5389.618164
	Iteration 23Q: 3 clusters Score -5613715 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -5613762.500000 Penalty: 5389.618164
	Iteration 24Q: 3 clusters Score -5613762 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -5613778.000000 Penalty: 5389.618164
	Iteration 25Q: 3 clusters Score -5613778 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -5613807.000000 Penalty: 5389.618164
	Iteration 26Q: 3 clusters Score -5613807 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -5613846.500000 Penalty: 5389.618164
	Iteration 27Q: 3 clusters Score -5613846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -5613869.500000 Penalty: 5389.618164
	Iteration 28Q: 3 clusters Score -5613870 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -5613859.000000 Penalty: 5389.618164
	Iteration 29Q: 3 clusters Score -5613859 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -5613883.000000 Penalty: 5389.618164
	Iteration 30Q: 3 clusters Score -5613883 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -5613905.000000 Penalty: 5389.618164
	Iteration 31Q: 3 clusters Score -5613905 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -5613908.500000 Penalty: 5389.618164
	Iteration 32Q: 3 clusters Score -5613908 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -5613919.500000 Penalty: 5389.618164
	Iteration 33Q: 3 clusters Score -5613920 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -5613897.000000 Penalty: 5389.618164
	Iteration 34Q: 3 clusters Score -5613897 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -5613922.500000 Penalty: 5389.618164
	Iteration 35Q: 3 clusters Score -5613922 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -5613961.000000 Penalty: 5389.618164
	Iteration 36Q: 3 clusters Score -5613961 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -5613988.000000 Penalty: 5389.618164
	Iteration 37Q: 3 clusters Score -5613988 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -5614002.500000 Penalty: 5389.618164
	Iteration 38Q: 3 clusters Score -5614002 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -5614047.000000 Penalty: 5389.618164
	Iteration 39Q: 3 clusters Score -5614047 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5614068.000000 Penalty: 5389.618164
	Iteration 40F: 3 clusters Score -5614068 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -5614128.000000 Penalty: 5389.618164
	Iteration 41Q: 3 clusters Score -5614128 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -5614169.000000 Penalty: 5389.618164
	Iteration 42Q: 3 clusters Score -5614169 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5614204.000000 Penalty: 5389.618164
	Iteration 43Q: 3 clusters Score -5614204 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -5614221.500000 Penalty: 5389.618164
	Iteration 44Q: 3 clusters Score -5614222 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -5614274.000000 Penalty: 5389.618164
	Iteration 45Q: 3 clusters Score -5614274 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -5614355.500000 Penalty: 5389.618164
	Iteration 46Q: 3 clusters Score -5614356 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -5614420.500000 Penalty: 5389.618164
	Iteration 47Q: 3 clusters Score -5614420 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -5614488.000000 Penalty: 5389.618164
	Iteration 48Q: 3 clusters Score -5614488 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -5614590.500000 Penalty: 5389.618164
	Iteration 49Q: 3 clusters Score -5614590 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -5614713.000000 Penalty: 5389.618164
	Iteration 50Q: 3 clusters Score -5614713 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -5614853.500000 Penalty: 5389.618164
	Iteration 51Q: 3 clusters Score -5614854 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -5615014.000000 Penalty: 5389.618164
	Iteration 52Q: 3 clusters Score -5615014 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5615192.000000 Penalty: 5389.618164
	Iteration 53Q: 3 clusters Score -5615192 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5615470.500000 Penalty: 5389.618164
	Iteration 54Q: 3 clusters Score -5615470 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -5615735.500000 Penalty: 5389.618164
	Iteration 55Q: 3 clusters Score -5615736 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -5616116.500000 Penalty: 5389.618164
	Iteration 56Q: 3 clusters Score -5616116 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -5616587.000000 Penalty: 5389.618164
	Iteration 57Q: 3 clusters Score -5616587 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -5617065.000000 Penalty: 5389.618164
	Iteration 58Q: 3 clusters Score -5617065 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -5617558.000000 Penalty: 5389.618164
	Iteration 59Q: 3 clusters Score -5617558 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -5617961.500000 Penalty: 5389.618164
	Iteration 60F: 3 clusters Score -5617962 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -5618313.500000 Penalty: 5389.618164
	Iteration 61Q: 3 clusters Score -5618314 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -5618658.000000 Penalty: 5389.618164
	Iteration 62Q: 3 clusters Score -5618658 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -5618860.500000 Penalty: 5389.618164
	Iteration 63Q: 3 clusters Score -5618860 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -5619015.000000 Penalty: 5389.618164
	Iteration 64Q: 3 clusters Score -5619015 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -5619133.500000 Penalty: 5389.618164
	Iteration 65Q: 3 clusters Score -5619134 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -5619187.500000 Penalty: 5389.618164
	Iteration 66Q: 3 clusters Score -5619188 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -5619236.000000 Penalty: 5389.618164
	Iteration 67Q: 3 clusters Score -5619236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -5619269.000000 Penalty: 5389.618164
	Iteration 68Q: 3 clusters Score -5619269 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -5619281.000000 Penalty: 5389.618164
	Iteration 69Q: 3 clusters Score -5619281 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -5619296.000000 Penalty: 5389.618164
	Iteration 70Q: 3 clusters Score -5619296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -5619318.000000 Penalty: 5389.618164
	Iteration 71Q: 3 clusters Score -5619318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -5619341.000000 Penalty: 5389.618164
	Iteration 72Q: 3 clusters Score -5619341 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -5619371.500000 Penalty: 5389.618164
	Iteration 73Q: 3 clusters Score -5619372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -5619374.500000 Penalty: 5389.618164
	Iteration 74Q: 3 clusters Score -5619374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -5619389.000000 Penalty: 5389.618164
	Iteration 75Q: 3 clusters Score -5619389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -5619403.500000 Penalty: 5389.618164
	Iteration 76Q: 3 clusters Score -5619404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -5619405.500000 Penalty: 5389.618164
	Iteration 77Q: 3 clusters Score -5619406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -5619408.500000 Penalty: 5389.618164
	Iteration 78Q: 3 clusters Score -5619408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -5619409.500000 Penalty: 5389.618164
	Iteration 79Q: 3 clusters Score -5619410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -5619414.500000 Penalty: 5389.618164
	Iteration 80F: 3 clusters Score -5619414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -5619420.000000 Penalty: 5389.618164
	Iteration 81Q: 3 clusters Score -5619420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -5619426.500000 Penalty: 5389.618164
	Iteration 82Q: 3 clusters Score -5619426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -5619421.000000 Penalty: 5389.618164
	Iteration 83Q: 3 clusters Score -5619421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -5619418.500000 Penalty: 5389.618164
	Iteration 84Q: 3 clusters Score -5619418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -5619418.000000 Penalty: 5389.618164
	Iteration 85Q: 3 clusters Score -5619418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -5619426.000000 Penalty: 5389.618164
	Iteration 86Q: 3 clusters Score -5619426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -5619424.000000 Penalty: 5389.618164
	Iteration 87Q: 3 clusters Score -5619424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -5619438.000000 Penalty: 5389.618164
	Iteration 88Q: 3 clusters Score -5619438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -5619430.000000 Penalty: 5389.618164
	Iteration 89Q: 3 clusters Score -5619430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -5619436.500000 Penalty: 5389.618164
	Iteration 90Q: 3 clusters Score -5619436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -5619437.500000 Penalty: 5389.618164
	Iteration 91Q: 3 clusters Score -5619438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -5619436.000000 Penalty: 5389.618164
	Iteration 92Q: 3 clusters Score -5619436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -5619440.000000 Penalty: 5389.618164
	Iteration 93Q: 3 clusters Score -5619440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -5619440.000000 Penalty: 5389.618164
	Iteration 94F: 3 clusters Score -5619440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Entering Unmasked Estep 
Score: -3003232.750000 Penalty: 2518.050293
	Iteration 0F: 2 clusters Score -3003233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2985512.500000 Penalty: 5036.100586
	Iteration 0F: 3 clusters Score -2985512 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2991908.750000 Penalty: 5036.100586
	Iteration 1F: 3 clusters Score -2991909 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2992483.250000 Penalty: 5036.100586
	Iteration 2F: 3 clusters Score -2992483 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2993074.250000 Penalty: 5036.100586
	Iteration 3F: 3 clusters Score -2993074 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2993773.750000 Penalty: 5036.100586
	Iteration 4F: 3 clusters Score -2993774 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2994596.250000 Penalty: 5036.100586
	Iteration 5F: 3 clusters Score -2994596 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2995580.500000 Penalty: 5036.100586
	Iteration 6F: 3 clusters Score -2995580 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2996681.000000 Penalty: 5036.100586
	Iteration 7F: 3 clusters Score -2996681 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2997757.750000 Penalty: 5036.100586
	Iteration 8F: 3 clusters Score -2997758 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2998709.500000 Penalty: 5036.100586
	Iteration 9Q: 3 clusters Score -2998710 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2999504.750000 Penalty: 5036.100586
	Iteration 10Q: 3 clusters Score -2999505 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3000063.000000 Penalty: 5036.100586
	Iteration 11Q: 3 clusters Score -3000063 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3000400.500000 Penalty: 5036.100586
	Iteration 12Q: 3 clusters Score -3000400 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3000611.500000 Penalty: 5036.100586
	Iteration 13Q: 3 clusters Score -3000612 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3000746.000000 Penalty: 5036.100586
	Iteration 14Q: 3 clusters Score -3000746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3000838.250000 Penalty: 5036.100586
	Iteration 15Q: 3 clusters Score -3000838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3000892.000000 Penalty: 5036.100586
	Iteration 16Q: 3 clusters Score -3000892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3000952.500000 Penalty: 5036.100586
	Iteration 17Q: 3 clusters Score -3000952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3000978.250000 Penalty: 5036.100586
	Iteration 18Q: 3 clusters Score -3000978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3001000.500000 Penalty: 5036.100586
	Iteration 19Q: 3 clusters Score -3001000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3001018.000000 Penalty: 5036.100586
	Iteration 20F: 3 clusters Score -3001018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3001034.750000 Penalty: 5036.100586
	Iteration 21Q: 3 clusters Score -3001035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3001047.250000 Penalty: 5036.100586
	Iteration 22Q: 3 clusters Score -3001047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3001056.500000 Penalty: 5036.100586
	Iteration 23Q: 3 clusters Score -3001056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3001059.750000 Penalty: 5036.100586
	Iteration 24Q: 3 clusters Score -3001060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3001064.500000 Penalty: 5036.100586
	Iteration 25Q: 3 clusters Score -3001064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3001070.500000 Penalty: 5036.100586
	Iteration 26Q: 3 clusters Score -3001070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3001082.250000 Penalty: 5036.100586
	Iteration 27Q: 3 clusters Score -3001082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3001080.500000 Penalty: 5036.100586
	Iteration 28Q: 3 clusters Score -3001080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3001088.500000 Penalty: 5036.100586
	Iteration 29Q: 3 clusters Score -3001088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3001092.750000 Penalty: 5036.100586
	Iteration 30Q: 3 clusters Score -3001093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3001092.500000 Penalty: 5036.100586
	Iteration 31Q: 3 clusters Score -3001092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3001095.250000 Penalty: 5036.100586
	Iteration 32Q: 3 clusters Score -3001095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3001098.000000 Penalty: 5036.100586
	Iteration 33Q: 3 clusters Score -3001098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3001096.750000 Penalty: 5036.100586
	Iteration 34Q: 3 clusters Score -3001097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3001096.750000 Penalty: 5036.100586
	Iteration 35F: 3 clusters Score -3001097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Entering Unmasked Estep 
Score: -6363643.000000 Penalty: 2695.442871
	Iteration 0F: 2 clusters Score -6363643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -6328642.500000 Penalty: 5390.885742
	Iteration 0F: 3 clusters Score -6328642 nChanged 24176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -6341934.000000 Penalty: 5390.885742
	Iteration 1F: 3 clusters Score -6341934 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -6342557.500000 Penalty: 5390.885742
	Iteration 2Q: 3 clusters Score -6342558 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -6343449.500000 Penalty: 5390.885742
	Iteration 3Q: 3 clusters Score -6343450 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -6344774.000000 Penalty: 5390.885742
	Iteration 4Q: 3 clusters Score -6344774 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -6346688.500000 Penalty: 5390.885742
	Iteration 5F: 3 clusters Score -6346688 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -6349299.000000 Penalty: 5390.885742
	Iteration 6F: 3 clusters Score -6349299 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -6352230.000000 Penalty: 5390.885742
	Iteration 7F: 3 clusters Score -6352230 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -6355341.500000 Penalty: 5390.885742
	Iteration 8F: 3 clusters Score -6355342 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -6357860.000000 Penalty: 5390.885742
	Iteration 9F: 3 clusters Score -6357860 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -6359297.000000 Penalty: 5390.885742
	Iteration 10Q: 3 clusters Score -6359297 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -6360148.000000 Penalty: 5390.885742
	Iteration 11Q: 3 clusters Score -6360148 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -6360642.500000 Penalty: 5390.885742
	Iteration 12Q: 3 clusters Score -6360642 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -6361080.500000 Penalty: 5390.885742
	Iteration 13Q: 3 clusters Score -6361080 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -6361348.000000 Penalty: 5390.885742
	Iteration 14Q: 3 clusters Score -6361348 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -6361506.500000 Penalty: 5390.885742
	Iteration 15Q: 3 clusters Score -6361506 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -6361617.000000 Penalty: 5390.885742
	Iteration 16Q: 3 clusters Score -6361617 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -6361707.500000 Penalty: 5390.885742
	Iteration 17Q: 3 clusters Score -6361708 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -6361767.500000 Penalty: 5390.885742
	Iteration 18Q: 3 clusters Score -6361768 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -6361849.000000 Penalty: 5390.885742
	Iteration 19Q: 3 clusters Score -6361849 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -6361890.500000 Penalty: 5390.885742
	Iteration 20F: 3 clusters Score -6361890 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -6361922.000000 Penalty: 5390.885742
	Iteration 21Q: 3 clusters Score -6361922 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -6361979.000000 Penalty: 5390.885742
	Iteration 22Q: 3 clusters Score -6361979 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -6361993.500000 Penalty: 5390.885742
	Iteration 23Q: 3 clusters Score -6361994 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -6362014.500000 Penalty: 5390.885742
	Iteration 24Q: 3 clusters Score -6362014 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -6362058.500000 Penalty: 5390.885742
	Iteration 25Q: 3 clusters Score -6362058 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -6362069.500000 Penalty: 5390.885742
	Iteration 26Q: 3 clusters Score -6362070 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -6362097.500000 Penalty: 5390.885742
	Iteration 27Q: 3 clusters Score -6362098 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -6362077.500000 Penalty: 5390.885742
	Iteration 28Q: 3 clusters Score -6362078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -6362116.000000 Penalty: 5390.885742
	Iteration 29Q: 3 clusters Score -6362116 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -6362129.000000 Penalty: 5390.885742
	Iteration 30Q: 3 clusters Score -6362129 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -6362130.500000 Penalty: 5390.885742
	Iteration 31Q: 3 clusters Score -6362130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -6362156.500000 Penalty: 5390.885742
	Iteration 32Q: 3 clusters Score -6362156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -6362166.500000 Penalty: 5390.885742
	Iteration 33Q: 3 clusters Score -6362166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -6362171.500000 Penalty: 5390.885742
	Iteration 34Q: 3 clusters Score -6362172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -6362185.500000 Penalty: 5390.885742
	Iteration 35Q: 3 clusters Score -6362186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -6362199.500000 Penalty: 5390.885742
	Iteration 36Q: 3 clusters Score -6362200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -6362207.000000 Penalty: 5390.885742
	Iteration 37Q: 3 clusters Score -6362207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -6362210.500000 Penalty: 5390.885742
	Iteration 38Q: 3 clusters Score -6362210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -6362216.500000 Penalty: 5390.885742
	Iteration 39Q: 3 clusters Score -6362216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -6362218.000000 Penalty: 5390.885742
	Iteration 40F: 3 clusters Score -6362218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -6362224.000000 Penalty: 5390.885742
	Iteration 41Q: 3 clusters Score -6362224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -6362238.000000 Penalty: 5390.885742
	Iteration 42Q: 3 clusters Score -6362238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -6362237.500000 Penalty: 5390.885742
	Iteration 43Q: 3 clusters Score -6362238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -6362244.000000 Penalty: 5390.885742
	Iteration 44Q: 3 clusters Score -6362244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -6362241.500000 Penalty: 5390.885742
	Iteration 45Q: 3 clusters Score -6362242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -6362243.500000 Penalty: 5390.885742
	Iteration 46Q: 3 clusters Score -6362244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -6362236.500000 Penalty: 5390.885742
	Iteration 47Q: 3 clusters Score -6362236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -6362230.500000 Penalty: 5390.885742
	Iteration 48Q: 3 clusters Score -6362230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -6362231.500000 Penalty: 5390.885742
	Iteration 49Q: 3 clusters Score -6362232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -6362238.500000 Penalty: 5390.885742
	Iteration 50Q: 3 clusters Score -6362238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -6362239.000000 Penalty: 5390.885742
	Iteration 51Q: 3 clusters Score -6362239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -6362240.000000 Penalty: 5390.885742
	Iteration 52Q: 3 clusters Score -6362240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -6362232.500000 Penalty: 5390.885742
	Iteration 53Q: 3 clusters Score -6362232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -6362240.500000 Penalty: 5390.885742
	Iteration 54Q: 3 clusters Score -6362240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -6362236.500000 Penalty: 5390.885742
	Iteration 55Q: 3 clusters Score -6362236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -6362235.500000 Penalty: 5390.885742
	Iteration 56Q: 3 clusters Score -6362236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -6362225.000000 Penalty: 5390.885742
	Iteration 57Q: 3 clusters Score -6362225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -6362233.000000 Penalty: 5390.885742
	Iteration 58Q: 3 clusters Score -6362233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -6362226.500000 Penalty: 5390.885742
	Iteration 59Q: 3 clusters Score -6362226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -6362220.000000 Penalty: 5390.885742
	Iteration 60F: 3 clusters Score -6362220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -6362225.000000 Penalty: 5390.885742
	Iteration 61Q: 3 clusters Score -6362225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -6362222.000000 Penalty: 5390.885742
	Iteration 62Q: 3 clusters Score -6362222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -6362217.000000 Penalty: 5390.885742
	Iteration 63Q: 3 clusters Score -6362217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -6362226.000000 Penalty: 5390.885742
	Iteration 64Q: 3 clusters Score -6362226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -6362226.000000 Penalty: 5390.885742
	Iteration 65Q: 3 clusters Score -6362226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -6362226.500000 Penalty: 5390.885742
	Iteration 66Q: 3 clusters Score -6362226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -6362222.500000 Penalty: 5390.885742
	Iteration 67Q: 3 clusters Score -6362222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -6362221.500000 Penalty: 5390.885742
	Iteration 68Q: 3 clusters Score -6362222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -6362218.500000 Penalty: 5390.885742
	Iteration 69Q: 3 clusters Score -6362218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -6362219.000000 Penalty: 5390.885742
	Iteration 70Q: 3 clusters Score -6362219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -6362218.000000 Penalty: 5390.885742
	Iteration 71Q: 3 clusters Score -6362218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -6362212.500000 Penalty: 5390.885742
	Iteration 72Q: 3 clusters Score -6362212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -6362212.500000 Penalty: 5390.885742
	Iteration 73Q: 3 clusters Score -6362212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -6362212.500000 Penalty: 5390.885742
	Iteration 74F: 3 clusters Score -6362212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -42887.574219 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -42887.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41773.765625 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -41773.77 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42280.175781 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -42280.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -42420.453125 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -42420.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -42534.468750 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -42534.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42556.625000 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -42556.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42581.453125 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -42581.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -42592.347656 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -42592.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42597.089844 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -42597.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42597.089844 Penalty: 3016.780762
	Iteration 8F: 3 clusters Score -42597.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -80493.398438 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -80493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78896.585938 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -78896.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79201.968750 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -79201.97 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79371.976562 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -79371.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -79453.812500 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -79453.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -79541.500000 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -79541.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -79639.843750 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -79639.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -79793.312500 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -79793.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -79914.453125 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -79914.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -80019.851562 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -80019.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -80098.476562 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -80098.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -80208.476562 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -80208.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80315.140625 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -80315.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80315.140625 Penalty: 3135.101074
	Iteration 12F: 3 clusters Score -80315.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Entering Unmasked Estep 
Score: -1197011.750000 Penalty: 2293.676514
	Iteration 0F: 2 clusters Score -1197012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1189128.375000 Penalty: 4587.353027
	Iteration 0F: 3 clusters Score -1189128 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1191558.250000 Penalty: 4587.353027
	Iteration 1F: 3 clusters Score -1191558 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1192116.500000 Penalty: 4587.353027
	Iteration 2F: 3 clusters Score -1192116 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1192641.875000 Penalty: 4587.353027
	Iteration 3F: 3 clusters Score -1192642 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1193188.125000 Penalty: 4587.353027
	Iteration 4F: 3 clusters Score -1193188 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1193784.625000 Penalty: 4587.353027
	Iteration 5F: 3 clusters Score -1193785 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1194392.500000 Penalty: 4587.353027
	Iteration 6F: 3 clusters Score -1194392 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1194936.125000 Penalty: 4587.353027
	Iteration 7F: 3 clusters Score -1194936 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1195340.250000 Penalty: 4587.353027
	Iteration 8Q: 3 clusters Score -1195340 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1195672.750000 Penalty: 4587.353027
	Iteration 9Q: 3 clusters Score -1195673 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1195943.000000 Penalty: 4587.353027
	Iteration 10Q: 3 clusters Score -1195943 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1196122.125000 Penalty: 4587.353027
	Iteration 11Q: 3 clusters Score -1196122 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1196228.500000 Penalty: 4587.353027
	Iteration 12Q: 3 clusters Score -1196228 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1196299.000000 Penalty: 4587.353027
	Iteration 13Q: 3 clusters Score -1196299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1196348.000000 Penalty: 4587.353027
	Iteration 14Q: 3 clusters Score -1196348 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1196383.875000 Penalty: 4587.353027
	Iteration 15Q: 3 clusters Score -1196384 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1196420.875000 Penalty: 4587.353027
	Iteration 16Q: 3 clusters Score -1196421 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1196446.000000 Penalty: 4587.353027
	Iteration 17Q: 3 clusters Score -1196446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1196475.000000 Penalty: 4587.353027
	Iteration 18Q: 3 clusters Score -1196475 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1196512.500000 Penalty: 4587.353027
	Iteration 19Q: 3 clusters Score -1196512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1196539.750000 Penalty: 4587.353027
	Iteration 20F: 3 clusters Score -1196540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1196561.375000 Penalty: 4587.353027
	Iteration 21Q: 3 clusters Score -1196561 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1196574.750000 Penalty: 4587.353027
	Iteration 22Q: 3 clusters Score -1196575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1196590.125000 Penalty: 4587.353027
	Iteration 23Q: 3 clusters Score -1196590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1196603.750000 Penalty: 4587.353027
	Iteration 24Q: 3 clusters Score -1196604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1196610.625000 Penalty: 4587.353027
	Iteration 25Q: 3 clusters Score -1196611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1196618.750000 Penalty: 4587.353027
	Iteration 26Q: 3 clusters Score -1196619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1196625.625000 Penalty: 4587.353027
	Iteration 27Q: 3 clusters Score -1196626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1196634.625000 Penalty: 4587.353027
	Iteration 28Q: 3 clusters Score -1196635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1196638.000000 Penalty: 4587.353027
	Iteration 29Q: 3 clusters Score -1196638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1196645.750000 Penalty: 4587.353027
	Iteration 30Q: 3 clusters Score -1196646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1196653.000000 Penalty: 4587.353027
	Iteration 31Q: 3 clusters Score -1196653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1196655.375000 Penalty: 4587.353027
	Iteration 32Q: 3 clusters Score -1196655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1196667.625000 Penalty: 4587.353027
	Iteration 33Q: 3 clusters Score -1196668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1196669.250000 Penalty: 4587.353027
	Iteration 34Q: 3 clusters Score -1196669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1196669.500000 Penalty: 4587.353027
	Iteration 35Q: 3 clusters Score -1196670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1196676.875000 Penalty: 4587.353027
	Iteration 36Q: 3 clusters Score -1196677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1196680.250000 Penalty: 4587.353027
	Iteration 37Q: 3 clusters Score -1196680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1196683.875000 Penalty: 4587.353027
	Iteration 38Q: 3 clusters Score -1196684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1196690.250000 Penalty: 4587.353027
	Iteration 39Q: 3 clusters Score -1196690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1196692.250000 Penalty: 4587.353027
	Iteration 40F: 3 clusters Score -1196692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1196699.125000 Penalty: 4587.353027
	Iteration 41Q: 3 clusters Score -1196699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1196697.875000 Penalty: 4587.353027
	Iteration 42Q: 3 clusters Score -1196698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1196705.875000 Penalty: 4587.353027
	Iteration 43Q: 3 clusters Score -1196706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1196708.875000 Penalty: 4587.353027
	Iteration 44Q: 3 clusters Score -1196709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1196707.500000 Penalty: 4587.353027
	Iteration 45Q: 3 clusters Score -1196708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1196711.000000 Penalty: 4587.353027
	Iteration 46Q: 3 clusters Score -1196711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1196715.000000 Penalty: 4587.353027
	Iteration 47Q: 3 clusters Score -1196715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1196715.625000 Penalty: 4587.353027
	Iteration 48Q: 3 clusters Score -1196716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1196721.000000 Penalty: 4587.353027
	Iteration 49Q: 3 clusters Score -1196721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1196717.500000 Penalty: 4587.353027
	Iteration 50Q: 3 clusters Score -1196718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1196719.375000 Penalty: 4587.353027
	Iteration 51Q: 3 clusters Score -1196719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1196719.250000 Penalty: 4587.353027
	Iteration 52Q: 3 clusters Score -1196719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1196721.875000 Penalty: 4587.353027
	Iteration 53Q: 3 clusters Score -1196722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1196726.375000 Penalty: 4587.353027
	Iteration 54Q: 3 clusters Score -1196726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1196726.625000 Penalty: 4587.353027
	Iteration 55Q: 3 clusters Score -1196727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1196725.875000 Penalty: 4587.353027
	Iteration 56Q: 3 clusters Score -1196726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1196731.125000 Penalty: 4587.353027
	Iteration 57Q: 3 clusters Score -1196731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1196734.875000 Penalty: 4587.353027
	Iteration 58Q: 3 clusters Score -1196735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1196735.125000 Penalty: 4587.353027
	Iteration 59Q: 3 clusters Score -1196735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1196734.875000 Penalty: 4587.353027
	Iteration 60F: 3 clusters Score -1196735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1196739.875000 Penalty: 4587.353027
	Iteration 61Q: 3 clusters Score -1196740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1196737.250000 Penalty: 4587.353027
	Iteration 62Q: 3 clusters Score -1196737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1196742.625000 Penalty: 4587.353027
	Iteration 63Q: 3 clusters Score -1196743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1196742.500000 Penalty: 4587.353027
	Iteration 64Q: 3 clusters Score -1196742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1196743.750000 Penalty: 4587.353027
	Iteration 65Q: 3 clusters Score -1196744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1196743.500000 Penalty: 4587.353027
	Iteration 66Q: 3 clusters Score -1196744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1196743.750000 Penalty: 4587.353027
	Iteration 67Q: 3 clusters Score -1196744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1196746.375000 Penalty: 4587.353027
	Iteration 68Q: 3 clusters Score -1196746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1196745.000000 Penalty: 4587.353027
	Iteration 69Q: 3 clusters Score -1196745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1196746.250000 Penalty: 4587.353027
	Iteration 70Q: 3 clusters Score -1196746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1196749.750000 Penalty: 4587.353027
	Iteration 71Q: 3 clusters Score -1196750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1196751.625000 Penalty: 4587.353027
	Iteration 72Q: 3 clusters Score -1196752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1196751.250000 Penalty: 4587.353027
	Iteration 73Q: 3 clusters Score -1196751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1196752.250000 Penalty: 4587.353027
	Iteration 74Q: 3 clusters Score -1196752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1196751.500000 Penalty: 4587.353027
	Iteration 75Q: 3 clusters Score -1196752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1196751.000000 Penalty: 4587.353027
	Iteration 76Q: 3 clusters Score -1196751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1196753.000000 Penalty: 4587.353027
	Iteration 77Q: 3 clusters Score -1196753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1196753.750000 Penalty: 4587.353027
	Iteration 78Q: 3 clusters Score -1196754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1196756.000000 Penalty: 4587.353027
	Iteration 79Q: 3 clusters Score -1196756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1196759.000000 Penalty: 4587.353027
	Iteration 80F: 3 clusters Score -1196759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1196759.000000 Penalty: 4587.353027
	Iteration 81Q: 3 clusters Score -1196759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1196759.250000 Penalty: 4587.353027
	Iteration 82Q: 3 clusters Score -1196759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1196759.250000 Penalty: 4587.353027
	Iteration 83F: 3 clusters Score -1196759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -555426.500000 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -555426.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -550966.000000 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -550966 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -552112.125000 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -552112.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -552399.625000 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -552399.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -552654.062500 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -552654.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -552877.812500 Penalty: 4214.203613
	Iteration 4F: 3 clusters Score -552877.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -553107.625000 Penalty: 4214.203613
	Iteration 5F: 3 clusters Score -553107.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -553305.750000 Penalty: 4214.203613
	Iteration 6Q: 3 clusters Score -553305.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -553457.500000 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -553457.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -553564.437500 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -553564.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -553643.562500 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -553643.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -553728.625000 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -553728.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -553810.625000 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -553810.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -553893.625000 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -553893.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -553979.500000 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -553979.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -554068.750000 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -554068.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -554138.375000 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -554138.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -554192.437500 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -554192.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -554239.187500 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -554239.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -554263.562500 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -554263.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -554277.437500 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -554277.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -554286.625000 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -554286.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -554294.750000 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -554294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -554301.687500 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -554301.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -554309.625000 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -554309.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -554316.062500 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -554316.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -554318.687500 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -554318.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -554322.625000 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -554322.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -554324.625000 Penalty: 4214.203613
	Iteration 27Q: 3 clusters Score -554324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -554326.312500 Penalty: 4214.203613
	Iteration 28Q: 3 clusters Score -554326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -554330.000000 Penalty: 4214.203613
	Iteration 29Q: 3 clusters Score -554330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -554331.812500 Penalty: 4214.203613
	Iteration 30Q: 3 clusters Score -554331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -554333.125000 Penalty: 4214.203613
	Iteration 31Q: 3 clusters Score -554333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -554333.562500 Penalty: 4214.203613
	Iteration 32Q: 3 clusters Score -554333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -554333.562500 Penalty: 4214.203613
	Iteration 33F: 3 clusters Score -554333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (175601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Entering Unmasked Estep 
Score: -20699586.000000 Penalty: 2994.840576
	Iteration 0F: 2 clusters Score -2.069959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -20583232.000000 Penalty: 5989.681152
	Iteration 0F: 3 clusters Score -2.058323e+07 nChanged 84090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -20632940.000000 Penalty: 5989.681152
	Iteration 1F: 3 clusters Score -2.063294e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -20634138.000000 Penalty: 5989.681152
	Iteration 2Q: 3 clusters Score -2.063414e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -20635652.000000 Penalty: 5989.681152
	Iteration 3Q: 3 clusters Score -2.063565e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -20637680.000000 Penalty: 5989.681152
	Iteration 4Q: 3 clusters Score -2.063768e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -20640862.000000 Penalty: 5989.681152
	Iteration 5Q: 3 clusters Score -2.064086e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -20645408.000000 Penalty: 5989.681152
	Iteration 6Q: 3 clusters Score -2.064541e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106971 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -20651352.000000 Penalty: 5989.681152
	Iteration 7F: 3 clusters Score -2.065135e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113307 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -20658406.000000 Penalty: 5989.681152
	Iteration 8F: 3 clusters Score -2.065841e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120532 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -20665400.000000 Penalty: 5989.681152
	Iteration 9F: 3 clusters Score -2.06654e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128164 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -20672150.000000 Penalty: 5989.681152
	Iteration 10F: 3 clusters Score -2.067215e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135875 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -20677946.000000 Penalty: 5989.681152
	Iteration 11Q: 3 clusters Score -2.067795e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143162 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -20682880.000000 Penalty: 5989.681152
	Iteration 12Q: 3 clusters Score -2.068288e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -20686738.000000 Penalty: 5989.681152
	Iteration 13Q: 3 clusters Score -2.068674e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -20689770.000000 Penalty: 5989.681152
	Iteration 14Q: 3 clusters Score -2.068977e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159901 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -20691974.000000 Penalty: 5989.681152
	Iteration 15Q: 3 clusters Score -2.069197e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163482 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -20693732.000000 Penalty: 5989.681152
	Iteration 16Q: 3 clusters Score -2.069373e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166145 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -20694838.000000 Penalty: 5989.681152
	Iteration 17Q: 3 clusters Score -2.069484e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -20695662.000000 Penalty: 5989.681152
	Iteration 18Q: 3 clusters Score -2.069566e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169526 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -20696282.000000 Penalty: 5989.681152
	Iteration 19Q: 3 clusters Score -2.069628e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -20696476.000000 Penalty: 5989.681152
	Iteration 20F: 3 clusters Score -2.069648e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171244 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -20696672.000000 Penalty: 5989.681152
	Iteration 21Q: 3 clusters Score -2.069667e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171771 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -20696884.000000 Penalty: 5989.681152
	Iteration 22Q: 3 clusters Score -2.069688e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172199 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -20697102.000000 Penalty: 5989.681152
	Iteration 23Q: 3 clusters Score -2.06971e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20697208.000000 Penalty: 5989.681152
	Iteration 24Q: 3 clusters Score -2.069721e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172749 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -20697302.000000 Penalty: 5989.681152
	Iteration 25Q: 3 clusters Score -2.06973e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172925 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -20697336.000000 Penalty: 5989.681152
	Iteration 26Q: 3 clusters Score -2.069734e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173063 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -20697404.000000 Penalty: 5989.681152
	Iteration 27Q: 3 clusters Score -2.06974e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173157 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -20697472.000000 Penalty: 5989.681152
	Iteration 28Q: 3 clusters Score -2.069747e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173249 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -20697512.000000 Penalty: 5989.681152
	Iteration 29Q: 3 clusters Score -2.069751e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173328 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -20697528.000000 Penalty: 5989.681152
	Iteration 30Q: 3 clusters Score -2.069753e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -20697558.000000 Penalty: 5989.681152
	Iteration 31Q: 3 clusters Score -2.069756e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173447 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -20697556.000000 Penalty: 5989.681152
	Iteration 32Q: 3 clusters Score -2.069756e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173497 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20697580.000000 Penalty: 5989.681152
	Iteration 33Q: 3 clusters Score -2.069758e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173543 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -20697594.000000 Penalty: 5989.681152
	Iteration 34Q: 3 clusters Score -2.069759e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173573 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -20697610.000000 Penalty: 5989.681152
	Iteration 35Q: 3 clusters Score -2.069761e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173596 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -20697644.000000 Penalty: 5989.681152
	Iteration 36Q: 3 clusters Score -2.069764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173614 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -20697650.000000 Penalty: 5989.681152
	Iteration 37Q: 3 clusters Score -2.069765e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173631 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -20697638.000000 Penalty: 5989.681152
	Iteration 38Q: 3 clusters Score -2.069764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173639 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -20697660.000000 Penalty: 5989.681152
	Iteration 39Q: 3 clusters Score -2.069766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -20697654.000000 Penalty: 5989.681152
	Iteration 40F: 3 clusters Score -2.069765e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173674 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -20697648.000000 Penalty: 5989.681152
	Iteration 41Q: 3 clusters Score -2.069765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173693 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20697668.000000 Penalty: 5989.681152
	Iteration 42Q: 3 clusters Score -2.069767e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173709 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -20697676.000000 Penalty: 5989.681152
	Iteration 43Q: 3 clusters Score -2.069768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173713 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -20697686.000000 Penalty: 5989.681152
	Iteration 44Q: 3 clusters Score -2.069769e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173723 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -20697692.000000 Penalty: 5989.681152
	Iteration 45Q: 3 clusters Score -2.069769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -20697688.000000 Penalty: 5989.681152
	Iteration 46Q: 3 clusters Score -2.069769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173739 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -20697694.000000 Penalty: 5989.681152
	Iteration 47Q: 3 clusters Score -2.069769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173743 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -20697726.000000 Penalty: 5989.681152
	Iteration 48Q: 3 clusters Score -2.069773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173752 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -20697720.000000 Penalty: 5989.681152
	Iteration 49Q: 3 clusters Score -2.069772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173758 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -20697730.000000 Penalty: 5989.681152
	Iteration 50Q: 3 clusters Score -2.069773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173768 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -20697732.000000 Penalty: 5989.681152
	Iteration 51Q: 3 clusters Score -2.069773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173778 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -20697724.000000 Penalty: 5989.681152
	Iteration 52Q: 3 clusters Score -2.069772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173785 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -20697722.000000 Penalty: 5989.681152
	Iteration 53Q: 3 clusters Score -2.069772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173795 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20697746.000000 Penalty: 5989.681152
	Iteration 54Q: 3 clusters Score -2.069775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173801 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -20697748.000000 Penalty: 5989.681152
	Iteration 55Q: 3 clusters Score -2.069775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173809 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -20697744.000000 Penalty: 5989.681152
	Iteration 56Q: 3 clusters Score -2.069774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173817 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20697740.000000 Penalty: 5989.681152
	Iteration 57Q: 3 clusters Score -2.069774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173823 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20697744.000000 Penalty: 5989.681152
	Iteration 58Q: 3 clusters Score -2.069774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173831 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -20697756.000000 Penalty: 5989.681152
	Iteration 59Q: 3 clusters Score -2.069776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173835 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20697742.000000 Penalty: 5989.681152
	Iteration 60F: 3 clusters Score -2.069774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173835 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20697738.000000 Penalty: 5989.681152
	Iteration 61Q: 3 clusters Score -2.069774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173840 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -20697750.000000 Penalty: 5989.681152
	Iteration 62Q: 3 clusters Score -2.069775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173841 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -20697756.000000 Penalty: 5989.681152
	Iteration 63Q: 3 clusters Score -2.069776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -20697754.000000 Penalty: 5989.681152
	Iteration 64Q: 3 clusters Score -2.069775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173852 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -20697758.000000 Penalty: 5989.681152
	Iteration 65Q: 3 clusters Score -2.069776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -20697772.000000 Penalty: 5989.681152
	Iteration 66Q: 3 clusters Score -2.069777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173860 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -20697772.000000 Penalty: 5989.681152
	Iteration 67Q: 3 clusters Score -2.069777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173862 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -20697772.000000 Penalty: 5989.681152
	Iteration 68Q: 3 clusters Score -2.069777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173862 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -20697772.000000 Penalty: 5989.681152
	Iteration 69F: 3 clusters Score -2.069777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Entering Unmasked Estep 
Score: -954329.000000 Penalty: 2233.340576
	Iteration 0F: 2 clusters Score -954329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -947893.375000 Penalty: 4466.681152
	Iteration 0F: 3 clusters Score -947893.4 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -949662.187500 Penalty: 4466.681152
	Iteration 1F: 3 clusters Score -949662.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -949892.562500 Penalty: 4466.681152
	Iteration 2F: 3 clusters Score -949892.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -950068.312500 Penalty: 4466.681152
	Iteration 3Q: 3 clusters Score -950068.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -950239.125000 Penalty: 4466.681152
	Iteration 4Q: 3 clusters Score -950239.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -950423.562500 Penalty: 4466.681152
	Iteration 5Q: 3 clusters Score -950423.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -950647.875000 Penalty: 4466.681152
	Iteration 6Q: 3 clusters Score -950647.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -950896.187500 Penalty: 4466.681152
	Iteration 7Q: 3 clusters Score -950896.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -951145.500000 Penalty: 4466.681152
	Iteration 8Q: 3 clusters Score -951145.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -951403.437500 Penalty: 4466.681152
	Iteration 9Q: 3 clusters Score -951403.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -951675.562500 Penalty: 4466.681152
	Iteration 10Q: 3 clusters Score -951675.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -951891.000000 Penalty: 4466.681152
	Iteration 11Q: 3 clusters Score -951891 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -952054.125000 Penalty: 4466.681152
	Iteration 12Q: 3 clusters Score -952054.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -952161.937500 Penalty: 4466.681152
	Iteration 13Q: 3 clusters Score -952161.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -952244.437500 Penalty: 4466.681152
	Iteration 14Q: 3 clusters Score -952244.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -952299.812500 Penalty: 4466.681152
	Iteration 15Q: 3 clusters Score -952299.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -952334.875000 Penalty: 4466.681152
	Iteration 16Q: 3 clusters Score -952334.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -952368.437500 Penalty: 4466.681152
	Iteration 17Q: 3 clusters Score -952368.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -952395.000000 Penalty: 4466.681152
	Iteration 18Q: 3 clusters Score -952395 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -952407.937500 Penalty: 4466.681152
	Iteration 19Q: 3 clusters Score -952407.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -952427.437500 Penalty: 4466.681152
	Iteration 20F: 3 clusters Score -952427.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -952437.437500 Penalty: 4466.681152
	Iteration 21Q: 3 clusters Score -952437.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -952444.875000 Penalty: 4466.681152
	Iteration 22Q: 3 clusters Score -952444.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -952451.312500 Penalty: 4466.681152
	Iteration 23Q: 3 clusters Score -952451.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -952456.625000 Penalty: 4466.681152
	Iteration 24Q: 3 clusters Score -952456.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -952465.062500 Penalty: 4466.681152
	Iteration 25Q: 3 clusters Score -952465.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -952470.375000 Penalty: 4466.681152
	Iteration 26Q: 3 clusters Score -952470.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -952476.312500 Penalty: 4466.681152
	Iteration 27Q: 3 clusters Score -952476.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -952479.250000 Penalty: 4466.681152
	Iteration 28Q: 3 clusters Score -952479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -952482.250000 Penalty: 4466.681152
	Iteration 29Q: 3 clusters Score -952482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -952483.437500 Penalty: 4466.681152
	Iteration 30Q: 3 clusters Score -952483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -952482.687500 Penalty: 4466.681152
	Iteration 31Q: 3 clusters Score -952482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -952486.187500 Penalty: 4466.681152
	Iteration 32Q: 3 clusters Score -952486.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -952488.500000 Penalty: 4466.681152
	Iteration 33Q: 3 clusters Score -952488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -952492.187500 Penalty: 4466.681152
	Iteration 34Q: 3 clusters Score -952492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -952493.750000 Penalty: 4466.681152
	Iteration 35Q: 3 clusters Score -952493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -952493.750000 Penalty: 4466.681152
	Iteration 36F: 3 clusters Score -952493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Entering Unmasked Estep 
Score: -4830311.000000 Penalty: 2637.483398
	Iteration 0F: 2 clusters Score -4830311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4802165.000000 Penalty: 5274.966797
	Iteration 0F: 3 clusters Score -4802165 nChanged 19039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4812948.500000 Penalty: 5274.966797
	Iteration 1F: 3 clusters Score -4812948 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4813597.000000 Penalty: 5274.966797
	Iteration 2Q: 3 clusters Score -4813597 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4814262.500000 Penalty: 5274.966797
	Iteration 3Q: 3 clusters Score -4814262 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -4815013.500000 Penalty: 5274.966797
	Iteration 4Q: 3 clusters Score -4815014 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -4815993.500000 Penalty: 5274.966797
	Iteration 5Q: 3 clusters Score -4815994 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4817251.000000 Penalty: 5274.966797
	Iteration 6F: 3 clusters Score -4817251 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -4818911.000000 Penalty: 5274.966797
	Iteration 7F: 3 clusters Score -4818911 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4820887.000000 Penalty: 5274.966797
	Iteration 8F: 3 clusters Score -4820887 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -4822905.000000 Penalty: 5274.966797
	Iteration 9F: 3 clusters Score -4822905 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -4824662.500000 Penalty: 5274.966797
	Iteration 10Q: 3 clusters Score -4824662 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4825743.500000 Penalty: 5274.966797
	Iteration 11Q: 3 clusters Score -4825744 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -4826418.500000 Penalty: 5274.966797
	Iteration 12Q: 3 clusters Score -4826418 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -4826903.000000 Penalty: 5274.966797
	Iteration 13Q: 3 clusters Score -4826903 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -4827215.500000 Penalty: 5274.966797
	Iteration 14Q: 3 clusters Score -4827216 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4827450.500000 Penalty: 5274.966797
	Iteration 15Q: 3 clusters Score -4827450 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -4827666.000000 Penalty: 5274.966797
	Iteration 16Q: 3 clusters Score -4827666 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -4827798.500000 Penalty: 5274.966797
	Iteration 17Q: 3 clusters Score -4827798 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -4827934.000000 Penalty: 5274.966797
	Iteration 18Q: 3 clusters Score -4827934 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -4828058.500000 Penalty: 5274.966797
	Iteration 19Q: 3 clusters Score -4828058 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4828156.500000 Penalty: 5274.966797
	Iteration 20F: 3 clusters Score -4828156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -4828250.000000 Penalty: 5274.966797
	Iteration 21Q: 3 clusters Score -4828250 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -4828336.000000 Penalty: 5274.966797
	Iteration 22Q: 3 clusters Score -4828336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -4828411.500000 Penalty: 5274.966797
	Iteration 23Q: 3 clusters Score -4828412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4828442.500000 Penalty: 5274.966797
	Iteration 24Q: 3 clusters Score -4828442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -4828479.500000 Penalty: 5274.966797
	Iteration 25Q: 3 clusters Score -4828480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -4828497.500000 Penalty: 5274.966797
	Iteration 26Q: 3 clusters Score -4828498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -4828526.000000 Penalty: 5274.966797
	Iteration 27Q: 3 clusters Score -4828526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4828543.000000 Penalty: 5274.966797
	Iteration 28Q: 3 clusters Score -4828543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -4828566.000000 Penalty: 5274.966797
	Iteration 29Q: 3 clusters Score -4828566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -4828572.500000 Penalty: 5274.966797
	Iteration 30Q: 3 clusters Score -4828572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -4828603.500000 Penalty: 5274.966797
	Iteration 31Q: 3 clusters Score -4828604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -4828613.500000 Penalty: 5274.966797
	Iteration 32Q: 3 clusters Score -4828614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -4828624.000000 Penalty: 5274.966797
	Iteration 33Q: 3 clusters Score -4828624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -4828627.500000 Penalty: 5274.966797
	Iteration 34Q: 3 clusters Score -4828628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -4828632.500000 Penalty: 5274.966797
	Iteration 35Q: 3 clusters Score -4828632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4828652.000000 Penalty: 5274.966797
	Iteration 36Q: 3 clusters Score -4828652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -4828656.000000 Penalty: 5274.966797
	Iteration 37Q: 3 clusters Score -4828656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4828666.000000 Penalty: 5274.966797
	Iteration 38Q: 3 clusters Score -4828666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -4828672.000000 Penalty: 5274.966797
	Iteration 39Q: 3 clusters Score -4828672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -4828676.500000 Penalty: 5274.966797
	Iteration 40F: 3 clusters Score -4828676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4828676.500000 Penalty: 5274.966797
	Iteration 41Q: 3 clusters Score -4828676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4828683.500000 Penalty: 5274.966797
	Iteration 42Q: 3 clusters Score -4828684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4828689.500000 Penalty: 5274.966797
	Iteration 43Q: 3 clusters Score -4828690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -4828685.500000 Penalty: 5274.966797
	Iteration 44Q: 3 clusters Score -4828686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4828680.500000 Penalty: 5274.966797
	Iteration 45Q: 3 clusters Score -4828680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -4828685.000000 Penalty: 5274.966797
	Iteration 46Q: 3 clusters Score -4828685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -4828687.500000 Penalty: 5274.966797
	Iteration 47Q: 3 clusters Score -4828688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -4828689.500000 Penalty: 5274.966797
	Iteration 48Q: 3 clusters Score -4828690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -4828689.500000 Penalty: 5274.966797
	Iteration 49F: 3 clusters Score -4828690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -601345.437500 Penalty: 2157.520996
	Iteration 0F: 2 clusters Score -601345.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -596264.625000 Penalty: 4315.041992
	Iteration 0F: 3 clusters Score -596264.6 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -597742.375000 Penalty: 4315.041992
	Iteration 1F: 3 clusters Score -597742.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -598114.250000 Penalty: 4315.041992
	Iteration 2F: 3 clusters Score -598114.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -598410.312500 Penalty: 4315.041992
	Iteration 3F: 3 clusters Score -598410.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -598676.312500 Penalty: 4315.041992
	Iteration 4F: 3 clusters Score -598676.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -598974.375000 Penalty: 4315.041992
	Iteration 5F: 3 clusters Score -598974.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -599304.312500 Penalty: 4315.041992
	Iteration 6F: 3 clusters Score -599304.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -599626.062500 Penalty: 4315.041992
	Iteration 7F: 3 clusters Score -599626.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -599872.062500 Penalty: 4315.041992
	Iteration 8Q: 3 clusters Score -599872.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -600038.562500 Penalty: 4315.041992
	Iteration 9Q: 3 clusters Score -600038.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -600153.312500 Penalty: 4315.041992
	Iteration 10Q: 3 clusters Score -600153.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -600226.250000 Penalty: 4315.041992
	Iteration 11Q: 3 clusters Score -600226.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -600261.625000 Penalty: 4315.041992
	Iteration 12Q: 3 clusters Score -600261.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -600278.250000 Penalty: 4315.041992
	Iteration 13Q: 3 clusters Score -600278.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -600287.812500 Penalty: 4315.041992
	Iteration 14Q: 3 clusters Score -600287.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -600296.312500 Penalty: 4315.041992
	Iteration 15Q: 3 clusters Score -600296.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -600308.312500 Penalty: 4315.041992
	Iteration 16Q: 3 clusters Score -600308.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -600317.062500 Penalty: 4315.041992
	Iteration 17Q: 3 clusters Score -600317.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -600326.562500 Penalty: 4315.041992
	Iteration 18Q: 3 clusters Score -600326.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -600331.625000 Penalty: 4315.041992
	Iteration 19Q: 3 clusters Score -600331.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -600337.062500 Penalty: 4315.041992
	Iteration 20F: 3 clusters Score -600337.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -600340.375000 Penalty: 4315.041992
	Iteration 21Q: 3 clusters Score -600340.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -600342.937500 Penalty: 4315.041992
	Iteration 22Q: 3 clusters Score -600342.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -600344.187500 Penalty: 4315.041992
	Iteration 23Q: 3 clusters Score -600344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -600344.187500 Penalty: 4315.041992
	Iteration 24Q: 3 clusters Score -600344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -600345.187500 Penalty: 4315.041992
	Iteration 25Q: 3 clusters Score -600345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -600345.500000 Penalty: 4315.041992
	Iteration 26Q: 3 clusters Score -600345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -600347.062500 Penalty: 4315.041992
	Iteration 27Q: 3 clusters Score -600347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -600345.750000 Penalty: 4315.041992
	Iteration 28Q: 3 clusters Score -600345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -600345.750000 Penalty: 4315.041992
	Iteration 29F: 3 clusters Score -600345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -72298.882812 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -72298.88 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 285 members 
Entering Unmasked Estep 
Score: -70850.179688 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -70850.18 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71214.265625 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -71214.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71404.960938 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -71404.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71550.421875 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -71550.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71743.585938 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -71743.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72020.453125 Penalty: 3150.904053
	Iteration 5F: 3 clusters Score -72020.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72247.046875 Penalty: 3150.904053
	Iteration 6F: 3 clusters Score -72247.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72362.625000 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -72362.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72462.460938 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -72462.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72548.875000 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -72548.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72686.960938 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -72686.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72730.664062 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -72730.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72737.328125 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -72737.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72742.101562 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -72742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72742.101562 Penalty: 3150.904053
	Iteration 14F: 3 clusters Score -72742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 17912 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34051 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187968 members 
Mstep: Class 13 contains 186910 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17269 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43304 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52374 members 
Mstep: Class 27 contains 25679 members 
Mstep: Class 28 contains 52508 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175601 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41565 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9900 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5843 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4955 members 
Mstep: Class 51 contains 34420 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25433 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6467 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8441 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7059 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11248 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 230 members 
Entering Unmasked Estep 
Score: -133759696.000000 Penalty: 260018.453125
Splitting cluster 37 changes total score from -133761560.000000 to -133759696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -642982.187500 Penalty: 2138.368408
	Iteration 0F: 2 clusters Score -642982.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -638083.000000 Penalty: 4276.736816
	Iteration 0F: 3 clusters Score -638083 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -639426.937500 Penalty: 4276.736816
	Iteration 1F: 3 clusters Score -639426.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -639784.937500 Penalty: 4276.736816
	Iteration 2F: 3 clusters Score -639784.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -640055.875000 Penalty: 4276.736816
	Iteration 3F: 3 clusters Score -640055.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -640278.312500 Penalty: 4276.736816
	Iteration 4F: 3 clusters Score -640278.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -640481.000000 Penalty: 4276.736816
	Iteration 5Q: 3 clusters Score -640481 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -640681.625000 Penalty: 4276.736816
	Iteration 6Q: 3 clusters Score -640681.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -640861.437500 Penalty: 4276.736816
	Iteration 7Q: 3 clusters Score -640861.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -641025.000000 Penalty: 4276.736816
	Iteration 8Q: 3 clusters Score -641025 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -641138.500000 Penalty: 4276.736816
	Iteration 9Q: 3 clusters Score -641138.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -641224.187500 Penalty: 4276.736816
	Iteration 10Q: 3 clusters Score -641224.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -641286.937500 Penalty: 4276.736816
	Iteration 11Q: 3 clusters Score -641286.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -641333.500000 Penalty: 4276.736816
	Iteration 12Q: 3 clusters Score -641333.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -641366.125000 Penalty: 4276.736816
	Iteration 13Q: 3 clusters Score -641366.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -641384.250000 Penalty: 4276.736816
	Iteration 14Q: 3 clusters Score -641384.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -641402.000000 Penalty: 4276.736816
	Iteration 15Q: 3 clusters Score -641402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -641417.312500 Penalty: 4276.736816
	Iteration 16Q: 3 clusters Score -641417.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -641430.312500 Penalty: 4276.736816
	Iteration 17Q: 3 clusters Score -641430.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -641437.875000 Penalty: 4276.736816
	Iteration 18Q: 3 clusters Score -641437.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -641448.437500 Penalty: 4276.736816
	Iteration 19Q: 3 clusters Score -641448.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -641461.625000 Penalty: 4276.736816
	Iteration 20F: 3 clusters Score -641461.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -641469.687500 Penalty: 4276.736816
	Iteration 21Q: 3 clusters Score -641469.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -641476.875000 Penalty: 4276.736816
	Iteration 22Q: 3 clusters Score -641476.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -641481.937500 Penalty: 4276.736816
	Iteration 23Q: 3 clusters Score -641481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -641484.687500 Penalty: 4276.736816
	Iteration 24Q: 3 clusters Score -641484.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -641485.750000 Penalty: 4276.736816
	Iteration 25Q: 3 clusters Score -641485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -641488.937500 Penalty: 4276.736816
	Iteration 26Q: 3 clusters Score -641488.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -641491.875000 Penalty: 4276.736816
	Iteration 27Q: 3 clusters Score -641491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -641494.937500 Penalty: 4276.736816
	Iteration 28Q: 3 clusters Score -641494.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -641496.375000 Penalty: 4276.736816
	Iteration 29Q: 3 clusters Score -641496.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -641500.062500 Penalty: 4276.736816
	Iteration 30Q: 3 clusters Score -641500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -641501.687500 Penalty: 4276.736816
	Iteration 31Q: 3 clusters Score -641501.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -641503.625000 Penalty: 4276.736816
	Iteration 32Q: 3 clusters Score -641503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -641506.000000 Penalty: 4276.736816
	Iteration 33Q: 3 clusters Score -641506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -641507.937500 Penalty: 4276.736816
	Iteration 34Q: 3 clusters Score -641507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -641510.250000 Penalty: 4276.736816
	Iteration 35Q: 3 clusters Score -641510.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -641511.875000 Penalty: 4276.736816
	Iteration 36Q: 3 clusters Score -641511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -641515.062500 Penalty: 4276.736816
	Iteration 37Q: 3 clusters Score -641515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -641516.437500 Penalty: 4276.736816
	Iteration 38Q: 3 clusters Score -641516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -641517.687500 Penalty: 4276.736816
	Iteration 39Q: 3 clusters Score -641517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -641518.000000 Penalty: 4276.736816
	Iteration 40F: 3 clusters Score -641518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -641518.625000 Penalty: 4276.736816
	Iteration 41Q: 3 clusters Score -641518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -641519.250000 Penalty: 4276.736816
	Iteration 42Q: 3 clusters Score -641519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -641521.437500 Penalty: 4276.736816
	Iteration 43Q: 3 clusters Score -641521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -641520.750000 Penalty: 4276.736816
	Iteration 44Q: 3 clusters Score -641520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -641521.000000 Penalty: 4276.736816
	Iteration 45Q: 3 clusters Score -641521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -641521.000000 Penalty: 4276.736816
	Iteration 46F: 3 clusters Score -641521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -332176.375000 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -332176.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -329001.843750 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -329001.8 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -329642.625000 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -329642.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -329822.000000 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -329822 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -329940.437500 Penalty: 3948.147217
	Iteration 3Q: 3 clusters Score -329940.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -330031.812500 Penalty: 3948.147217
	Iteration 4Q: 3 clusters Score -330031.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -330119.843750 Penalty: 3948.147217
	Iteration 5Q: 3 clusters Score -330119.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -330189.218750 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -330189.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -330244.000000 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -330244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -330301.406250 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -330301.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -330357.812500 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -330357.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -330408.625000 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -330408.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -330453.968750 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -330454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -330486.281250 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -330486.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -330515.062500 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -330515.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -330544.093750 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -330544.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -330568.843750 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -330568.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -330584.218750 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -330584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -330594.187500 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -330594.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -330604.937500 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -330604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -330613.531250 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -330613.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -330625.968750 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -330626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -330638.812500 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -330638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -330650.343750 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -330650.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -330670.343750 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -330670.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -330695.187500 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -330695.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -330710.843750 Penalty: 3948.147217
	Iteration 25Q: 3 clusters Score -330710.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -330726.750000 Penalty: 3948.147217
	Iteration 26Q: 3 clusters Score -330726.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -330741.500000 Penalty: 3948.147217
	Iteration 27Q: 3 clusters Score -330741.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -330753.750000 Penalty: 3948.147217
	Iteration 28Q: 3 clusters Score -330753.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -330764.937500 Penalty: 3948.147217
	Iteration 29Q: 3 clusters Score -330764.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -330773.250000 Penalty: 3948.147217
	Iteration 30Q: 3 clusters Score -330773.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -330776.750000 Penalty: 3948.147217
	Iteration 31Q: 3 clusters Score -330776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -330777.062500 Penalty: 3948.147217
	Iteration 32Q: 3 clusters Score -330777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -330777.312500 Penalty: 3948.147217
	Iteration 33Q: 3 clusters Score -330777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -330777.687500 Penalty: 3948.147217
	Iteration 34Q: 3 clusters Score -330777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -330777.687500 Penalty: 3948.147217
	Iteration 35F: 3 clusters Score -330777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -266625.000000 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -266625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -263789.406250 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -263789.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -264324.406250 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -264324.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -264455.500000 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -264455.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -264549.562500 Penalty: 3835.037598
	Iteration 3Q: 3 clusters Score -264549.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -264629.125000 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -264629.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -264683.000000 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -264683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -264724.468750 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -264724.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -264748.781250 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -264748.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -264769.218750 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -264769.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -264787.718750 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -264787.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -264795.593750 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -264795.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -264800.750000 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -264800.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -264807.625000 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -264807.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -264816.531250 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -264816.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -264824.906250 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -264824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -264828.125000 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -264828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -264831.656250 Penalty: 3835.037598
	Iteration 16Q: 3 clusters Score -264831.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -264834.687500 Penalty: 3835.037598
	Iteration 17Q: 3 clusters Score -264834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -264834.718750 Penalty: 3835.037598
	Iteration 18Q: 3 clusters Score -264834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -264835.250000 Penalty: 3835.037598
	Iteration 19Q: 3 clusters Score -264835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -264835.656250 Penalty: 3835.037598
	Iteration 20F: 3 clusters Score -264835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -264837.156250 Penalty: 3835.037598
	Iteration 21Q: 3 clusters Score -264837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -264837.812500 Penalty: 3835.037598
	Iteration 22Q: 3 clusters Score -264837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -264839.187500 Penalty: 3835.037598
	Iteration 23Q: 3 clusters Score -264839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -264842.062500 Penalty: 3835.037598
	Iteration 24Q: 3 clusters Score -264842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -264842.531250 Penalty: 3835.037598
	Iteration 25Q: 3 clusters Score -264842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -264844.156250 Penalty: 3835.037598
	Iteration 26Q: 3 clusters Score -264844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -264846.812500 Penalty: 3835.037598
	Iteration 27Q: 3 clusters Score -264846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -264847.437500 Penalty: 3835.037598
	Iteration 28Q: 3 clusters Score -264847.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -264848.531250 Penalty: 3835.037598
	Iteration 29Q: 3 clusters Score -264848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -264848.625000 Penalty: 3835.037598
	Iteration 30Q: 3 clusters Score -264848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -264848.625000 Penalty: 3835.037598
	Iteration 31F: 3 clusters Score -264848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Entering Unmasked Estep 
Score: -1141751.125000 Penalty: 2281.671875
	Iteration 0F: 2 clusters Score -1141751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1134110.000000 Penalty: 4563.343750
	Iteration 0F: 3 clusters Score -1134110 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1136339.250000 Penalty: 4563.343750
	Iteration 1F: 3 clusters Score -1136339 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1136647.750000 Penalty: 4563.343750
	Iteration 2F: 3 clusters Score -1136648 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1136855.125000 Penalty: 4563.343750
	Iteration 3Q: 3 clusters Score -1136855 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1137036.500000 Penalty: 4563.343750
	Iteration 4Q: 3 clusters Score -1137036 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1137216.000000 Penalty: 4563.343750
	Iteration 5Q: 3 clusters Score -1137216 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1137407.750000 Penalty: 4563.343750
	Iteration 6Q: 3 clusters Score -1137408 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1137581.375000 Penalty: 4563.343750
	Iteration 7Q: 3 clusters Score -1137581 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1137769.750000 Penalty: 4563.343750
	Iteration 8Q: 3 clusters Score -1137770 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1137974.500000 Penalty: 4563.343750
	Iteration 9Q: 3 clusters Score -1137974 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1138207.000000 Penalty: 4563.343750
	Iteration 10Q: 3 clusters Score -1138207 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1138487.750000 Penalty: 4563.343750
	Iteration 11Q: 3 clusters Score -1138488 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1138757.000000 Penalty: 4563.343750
	Iteration 12Q: 3 clusters Score -1138757 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1138991.500000 Penalty: 4563.343750
	Iteration 13Q: 3 clusters Score -1138992 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1139185.750000 Penalty: 4563.343750
	Iteration 14Q: 3 clusters Score -1139186 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1139333.500000 Penalty: 4563.343750
	Iteration 15Q: 3 clusters Score -1139334 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1139473.000000 Penalty: 4563.343750
	Iteration 16Q: 3 clusters Score -1139473 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1139576.250000 Penalty: 4563.343750
	Iteration 17Q: 3 clusters Score -1139576 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1139657.125000 Penalty: 4563.343750
	Iteration 18Q: 3 clusters Score -1139657 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1139713.125000 Penalty: 4563.343750
	Iteration 19Q: 3 clusters Score -1139713 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1139752.250000 Penalty: 4563.343750
	Iteration 20F: 3 clusters Score -1139752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1139787.125000 Penalty: 4563.343750
	Iteration 21Q: 3 clusters Score -1139787 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1139809.375000 Penalty: 4563.343750
	Iteration 22Q: 3 clusters Score -1139809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1139835.125000 Penalty: 4563.343750
	Iteration 23Q: 3 clusters Score -1139835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1139846.500000 Penalty: 4563.343750
	Iteration 24Q: 3 clusters Score -1139846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1139849.000000 Penalty: 4563.343750
	Iteration 25Q: 3 clusters Score -1139849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1139855.500000 Penalty: 4563.343750
	Iteration 26Q: 3 clusters Score -1139856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1139860.125000 Penalty: 4563.343750
	Iteration 27Q: 3 clusters Score -1139860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1139861.500000 Penalty: 4563.343750
	Iteration 28Q: 3 clusters Score -1139862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1139861.500000 Penalty: 4563.343750
	Iteration 29Q: 3 clusters Score -1139862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1139860.500000 Penalty: 4563.343750
	Iteration 30Q: 3 clusters Score -1139860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1139860.500000 Penalty: 4563.343750
	Iteration 31Q: 3 clusters Score -1139860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1139861.875000 Penalty: 4563.343750
	Iteration 32Q: 3 clusters Score -1139862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1139860.625000 Penalty: 4563.343750
	Iteration 33Q: 3 clusters Score -1139861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1139862.750000 Penalty: 4563.343750
	Iteration 34Q: 3 clusters Score -1139863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1139863.750000 Penalty: 4563.343750
	Iteration 35Q: 3 clusters Score -1139864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1139862.500000 Penalty: 4563.343750
	Iteration 36Q: 3 clusters Score -1139862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1139862.500000 Penalty: 4563.343750
	Iteration 37F: 3 clusters Score -1139862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -240099.953125 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -240100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237423.281250 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -237423.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -237847.375000 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -237847.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -237967.656250 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -237967.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -238034.890625 Penalty: 3771.780518
	Iteration 3Q: 3 clusters Score -238034.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -238071.812500 Penalty: 3771.780518
	Iteration 4Q: 3 clusters Score -238071.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -238105.625000 Penalty: 3771.780518
	Iteration 5Q: 3 clusters Score -238105.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -238141.656250 Penalty: 3771.780518
	Iteration 6Q: 3 clusters Score -238141.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -238159.750000 Penalty: 3771.780518
	Iteration 7Q: 3 clusters Score -238159.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -238170.250000 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -238170.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -238181.984375 Penalty: 3771.780518
	Iteration 9Q: 3 clusters Score -238182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -238189.609375 Penalty: 3771.780518
	Iteration 10Q: 3 clusters Score -238189.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -238196.546875 Penalty: 3771.780518
	Iteration 11Q: 3 clusters Score -238196.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -238201.265625 Penalty: 3771.780518
	Iteration 12Q: 3 clusters Score -238201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -238204.593750 Penalty: 3771.780518
	Iteration 13Q: 3 clusters Score -238204.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -238208.453125 Penalty: 3771.780518
	Iteration 14Q: 3 clusters Score -238208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -238213.718750 Penalty: 3771.780518
	Iteration 15Q: 3 clusters Score -238213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -238215.500000 Penalty: 3771.780518
	Iteration 16Q: 3 clusters Score -238215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -238218.125000 Penalty: 3771.780518
	Iteration 17Q: 3 clusters Score -238218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -238221.312500 Penalty: 3771.780518
	Iteration 18Q: 3 clusters Score -238221.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -238224.343750 Penalty: 3771.780518
	Iteration 19Q: 3 clusters Score -238224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -238226.750000 Penalty: 3771.780518
	Iteration 20F: 3 clusters Score -238226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -238228.312500 Penalty: 3771.780518
	Iteration 21Q: 3 clusters Score -238228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -238229.031250 Penalty: 3771.780518
	Iteration 22Q: 3 clusters Score -238229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -238230.843750 Penalty: 3771.780518
	Iteration 23Q: 3 clusters Score -238230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -238231.218750 Penalty: 3771.780518
	Iteration 24Q: 3 clusters Score -238231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -238231.968750 Penalty: 3771.780518
	Iteration 25Q: 3 clusters Score -238232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -238231.968750 Penalty: 3771.780518
	Iteration 26F: 3 clusters Score -238232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -53226.203125 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -53226.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51796.003906 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -51796 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52181.386719 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -52181.39 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52480.441406 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -52480.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52766.750000 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -52766.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52916.835938 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -52916.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53032.773438 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -53032.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53097.996094 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -53098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53158.996094 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -53159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53200.011719 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -53200.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53231.398438 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -53231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53251.730469 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -53251.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53277.738281 Penalty: 3148.305176
	Iteration 11Q: 3 clusters Score -53277.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53282.906250 Penalty: 3148.305176
	Iteration 12Q: 3 clusters Score -53282.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53282.906250 Penalty: 3148.305176
	Iteration 13F: 3 clusters Score -53282.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 17912 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34051 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187968 members 
Mstep: Class 13 contains 186910 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17269 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43304 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52374 members 
Mstep: Class 27 contains 25679 members 
Mstep: Class 28 contains 52508 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175601 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41565 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9900 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 235 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5843 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4955 members 
Mstep: Class 51 contains 34420 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25433 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6467 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8441 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7059 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11248 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 336 members 
Entering Unmasked Estep 
Score: -133759576.000000 Penalty: 260018.453125
Splitting cluster 43 changes total score from -133761560.000000 to -133759576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -217580.718750 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -217580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -215276.062500 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -215276.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -215866.484375 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -215866.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -216243.281250 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -216243.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -216518.625000 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -216518.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -216667.375000 Penalty: 3649.031494
	Iteration 4Q: 3 clusters Score -216667.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -216760.375000 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -216760.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -216825.515625 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -216825.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -216869.500000 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -216869.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -216892.406250 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -216892.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -216909.640625 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -216909.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -216928.546875 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -216928.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -216953.843750 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -216953.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -216979.781250 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -216979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -216991.562500 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -216991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -216995.406250 Penalty: 3649.031494
	Iteration 14Q: 3 clusters Score -216995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -216995.406250 Penalty: 3649.031494
	Iteration 15F: 3 clusters Score -216995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Entering Unmasked Estep 
Score: -999557.312500 Penalty: 2244.733643
	Iteration 0F: 2 clusters Score -999557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -992907.437500 Penalty: 4489.467285
	Iteration 0F: 3 clusters Score -992907.4 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -994794.062500 Penalty: 4489.467285
	Iteration 1F: 3 clusters Score -994794.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -995176.750000 Penalty: 4489.467285
	Iteration 2F: 3 clusters Score -995176.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -995500.000000 Penalty: 4489.467285
	Iteration 3F: 3 clusters Score -995500 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -995799.562500 Penalty: 4489.467285
	Iteration 4F: 3 clusters Score -995799.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -996057.687500 Penalty: 4489.467285
	Iteration 5Q: 3 clusters Score -996057.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -996317.187500 Penalty: 4489.467285
	Iteration 6Q: 3 clusters Score -996317.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -996581.750000 Penalty: 4489.467285
	Iteration 7Q: 3 clusters Score -996581.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -996801.250000 Penalty: 4489.467285
	Iteration 8Q: 3 clusters Score -996801.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -996990.750000 Penalty: 4489.467285
	Iteration 9Q: 3 clusters Score -996990.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -997151.562500 Penalty: 4489.467285
	Iteration 10Q: 3 clusters Score -997151.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -997258.125000 Penalty: 4489.467285
	Iteration 11Q: 3 clusters Score -997258.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -997345.875000 Penalty: 4489.467285
	Iteration 12Q: 3 clusters Score -997345.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -997413.437500 Penalty: 4489.467285
	Iteration 13Q: 3 clusters Score -997413.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -997458.062500 Penalty: 4489.467285
	Iteration 14Q: 3 clusters Score -997458.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -997508.250000 Penalty: 4489.467285
	Iteration 15Q: 3 clusters Score -997508.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -997553.687500 Penalty: 4489.467285
	Iteration 16Q: 3 clusters Score -997553.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -997587.750000 Penalty: 4489.467285
	Iteration 17Q: 3 clusters Score -997587.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -997622.312500 Penalty: 4489.467285
	Iteration 18Q: 3 clusters Score -997622.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -997652.937500 Penalty: 4489.467285
	Iteration 19Q: 3 clusters Score -997652.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -997669.875000 Penalty: 4489.467285
	Iteration 20F: 3 clusters Score -997669.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -997684.312500 Penalty: 4489.467285
	Iteration 21Q: 3 clusters Score -997684.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -997694.750000 Penalty: 4489.467285
	Iteration 22Q: 3 clusters Score -997694.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -997701.437500 Penalty: 4489.467285
	Iteration 23Q: 3 clusters Score -997701.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -997707.375000 Penalty: 4489.467285
	Iteration 24Q: 3 clusters Score -997707.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -997712.750000 Penalty: 4489.467285
	Iteration 25Q: 3 clusters Score -997712.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -997721.937500 Penalty: 4489.467285
	Iteration 26Q: 3 clusters Score -997721.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -997722.937500 Penalty: 4489.467285
	Iteration 27Q: 3 clusters Score -997722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -997726.125000 Penalty: 4489.467285
	Iteration 28Q: 3 clusters Score -997726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -997724.562500 Penalty: 4489.467285
	Iteration 29Q: 3 clusters Score -997724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -997727.937500 Penalty: 4489.467285
	Iteration 30Q: 3 clusters Score -997727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -997730.687500 Penalty: 4489.467285
	Iteration 31Q: 3 clusters Score -997730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -997731.937500 Penalty: 4489.467285
	Iteration 32Q: 3 clusters Score -997731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -997736.062500 Penalty: 4489.467285
	Iteration 33Q: 3 clusters Score -997736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -997737.125000 Penalty: 4489.467285
	Iteration 34Q: 3 clusters Score -997737.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -997741.437500 Penalty: 4489.467285
	Iteration 35Q: 3 clusters Score -997741.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -997745.875000 Penalty: 4489.467285
	Iteration 36Q: 3 clusters Score -997745.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -997750.312500 Penalty: 4489.467285
	Iteration 37Q: 3 clusters Score -997750.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -997752.937500 Penalty: 4489.467285
	Iteration 38Q: 3 clusters Score -997752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -997751.062500 Penalty: 4489.467285
	Iteration 39Q: 3 clusters Score -997751.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -997756.062500 Penalty: 4489.467285
	Iteration 40F: 3 clusters Score -997756.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -997759.562500 Penalty: 4489.467285
	Iteration 41Q: 3 clusters Score -997759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -997762.437500 Penalty: 4489.467285
	Iteration 42Q: 3 clusters Score -997762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -997763.875000 Penalty: 4489.467285
	Iteration 43Q: 3 clusters Score -997763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -997763.250000 Penalty: 4489.467285
	Iteration 44Q: 3 clusters Score -997763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -997763.250000 Penalty: 4489.467285
	Iteration 45F: 3 clusters Score -997763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -237257.734375 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -237257.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -234625.703125 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -234625.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -235082.859375 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -235082.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -235176.921875 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -235176.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -235227.671875 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -235227.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -235259.953125 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -235260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -235289.250000 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -235289.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -235314.781250 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -235314.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -235333.359375 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -235333.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -235348.046875 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -235348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -235357.281250 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -235357.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -235364.296875 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -235364.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -235366.906250 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -235366.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -235369.968750 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -235370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -235371.546875 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -235371.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -235376.250000 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -235376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -235378.453125 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -235378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -235380.484375 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -235380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -235382.562500 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -235382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -235384.281250 Penalty: 3783.744629
	Iteration 18Q: 3 clusters Score -235384.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -235385.593750 Penalty: 3783.744629
	Iteration 19Q: 3 clusters Score -235385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -235386.578125 Penalty: 3783.744629
	Iteration 20F: 3 clusters Score -235386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -235388.734375 Penalty: 3783.744629
	Iteration 21Q: 3 clusters Score -235388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -235390.140625 Penalty: 3783.744629
	Iteration 22Q: 3 clusters Score -235390.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -235392.328125 Penalty: 3783.744629
	Iteration 23Q: 3 clusters Score -235392.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -235392.328125 Penalty: 3783.744629
	Iteration 24F: 3 clusters Score -235392.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Entering Unmasked Estep 
Score: -1323287.750000 Penalty: 2309.777344
	Iteration 0F: 2 clusters Score -1323288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1314954.000000 Penalty: 4619.554688
	Iteration 0F: 3 clusters Score -1314954 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1317697.000000 Penalty: 4619.554688
	Iteration 1F: 3 clusters Score -1317697 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1318234.750000 Penalty: 4619.554688
	Iteration 2F: 3 clusters Score -1318235 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1318710.625000 Penalty: 4619.554688
	Iteration 3F: 3 clusters Score -1318711 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1319126.125000 Penalty: 4619.554688
	Iteration 4F: 3 clusters Score -1319126 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1319434.250000 Penalty: 4619.554688
	Iteration 5F: 3 clusters Score -1319434 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1319681.125000 Penalty: 4619.554688
	Iteration 6Q: 3 clusters Score -1319681 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1319891.000000 Penalty: 4619.554688
	Iteration 7Q: 3 clusters Score -1319891 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1320059.750000 Penalty: 4619.554688
	Iteration 8Q: 3 clusters Score -1320060 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1320213.625000 Penalty: 4619.554688
	Iteration 9Q: 3 clusters Score -1320214 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1320344.375000 Penalty: 4619.554688
	Iteration 10Q: 3 clusters Score -1320344 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1320446.875000 Penalty: 4619.554688
	Iteration 11Q: 3 clusters Score -1320447 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1320540.000000 Penalty: 4619.554688
	Iteration 12Q: 3 clusters Score -1320540 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1320634.500000 Penalty: 4619.554688
	Iteration 13Q: 3 clusters Score -1320634 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1320705.500000 Penalty: 4619.554688
	Iteration 14Q: 3 clusters Score -1320706 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1320776.625000 Penalty: 4619.554688
	Iteration 15Q: 3 clusters Score -1320777 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1320849.375000 Penalty: 4619.554688
	Iteration 16Q: 3 clusters Score -1320849 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1320924.250000 Penalty: 4619.554688
	Iteration 17Q: 3 clusters Score -1320924 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1320986.750000 Penalty: 4619.554688
	Iteration 18Q: 3 clusters Score -1320987 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1321055.500000 Penalty: 4619.554688
	Iteration 19Q: 3 clusters Score -1321056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1321121.000000 Penalty: 4619.554688
	Iteration 20F: 3 clusters Score -1321121 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1321180.750000 Penalty: 4619.554688
	Iteration 21Q: 3 clusters Score -1321181 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1321227.500000 Penalty: 4619.554688
	Iteration 22Q: 3 clusters Score -1321228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1321267.750000 Penalty: 4619.554688
	Iteration 23Q: 3 clusters Score -1321268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1321297.500000 Penalty: 4619.554688
	Iteration 24Q: 3 clusters Score -1321298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1321323.875000 Penalty: 4619.554688
	Iteration 25Q: 3 clusters Score -1321324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1321352.250000 Penalty: 4619.554688
	Iteration 26Q: 3 clusters Score -1321352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1321376.625000 Penalty: 4619.554688
	Iteration 27Q: 3 clusters Score -1321377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1321391.500000 Penalty: 4619.554688
	Iteration 28Q: 3 clusters Score -1321392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1321404.750000 Penalty: 4619.554688
	Iteration 29Q: 3 clusters Score -1321405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1321417.250000 Penalty: 4619.554688
	Iteration 30Q: 3 clusters Score -1321417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1321422.875000 Penalty: 4619.554688
	Iteration 31Q: 3 clusters Score -1321423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1321432.875000 Penalty: 4619.554688
	Iteration 32Q: 3 clusters Score -1321433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1321439.875000 Penalty: 4619.554688
	Iteration 33Q: 3 clusters Score -1321440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1321450.625000 Penalty: 4619.554688
	Iteration 34Q: 3 clusters Score -1321451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1321452.375000 Penalty: 4619.554688
	Iteration 35Q: 3 clusters Score -1321452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1321456.875000 Penalty: 4619.554688
	Iteration 36Q: 3 clusters Score -1321457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1321462.375000 Penalty: 4619.554688
	Iteration 37Q: 3 clusters Score -1321462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1321469.250000 Penalty: 4619.554688
	Iteration 38Q: 3 clusters Score -1321469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1321468.875000 Penalty: 4619.554688
	Iteration 39Q: 3 clusters Score -1321469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1321473.500000 Penalty: 4619.554688
	Iteration 40F: 3 clusters Score -1321474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1321477.375000 Penalty: 4619.554688
	Iteration 41Q: 3 clusters Score -1321477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1321478.000000 Penalty: 4619.554688
	Iteration 42Q: 3 clusters Score -1321478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1321481.125000 Penalty: 4619.554688
	Iteration 43Q: 3 clusters Score -1321481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1321486.750000 Penalty: 4619.554688
	Iteration 44Q: 3 clusters Score -1321487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1321489.625000 Penalty: 4619.554688
	Iteration 45Q: 3 clusters Score -1321490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1321489.625000 Penalty: 4619.554688
	Iteration 46Q: 3 clusters Score -1321490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1321491.375000 Penalty: 4619.554688
	Iteration 47Q: 3 clusters Score -1321491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1321493.250000 Penalty: 4619.554688
	Iteration 48Q: 3 clusters Score -1321493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1321492.500000 Penalty: 4619.554688
	Iteration 49Q: 3 clusters Score -1321492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1321491.375000 Penalty: 4619.554688
	Iteration 50Q: 3 clusters Score -1321491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1321493.000000 Penalty: 4619.554688
	Iteration 51Q: 3 clusters Score -1321493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1321492.500000 Penalty: 4619.554688
	Iteration 52Q: 3 clusters Score -1321492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1321492.500000 Penalty: 4619.554688
	Iteration 53F: 3 clusters Score -1321492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Entering Unmasked Estep 
Score: -590737.812500 Penalty: 2150.903809
	Iteration 0F: 2 clusters Score -590737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -585791.937500 Penalty: 4301.807617
	Iteration 0F: 3 clusters Score -585791.9 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -587374.625000 Penalty: 4301.807617
	Iteration 1F: 3 clusters Score -587374.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -587992.375000 Penalty: 4301.807617
	Iteration 2F: 3 clusters Score -587992.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -588539.687500 Penalty: 4301.807617
	Iteration 3F: 3 clusters Score -588539.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -588976.937500 Penalty: 4301.807617
	Iteration 4F: 3 clusters Score -588976.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -589276.187500 Penalty: 4301.807617
	Iteration 5F: 3 clusters Score -589276.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -589441.312500 Penalty: 4301.807617
	Iteration 6Q: 3 clusters Score -589441.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -589556.250000 Penalty: 4301.807617
	Iteration 7Q: 3 clusters Score -589556.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -589651.312500 Penalty: 4301.807617
	Iteration 8Q: 3 clusters Score -589651.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -589728.187500 Penalty: 4301.807617
	Iteration 9Q: 3 clusters Score -589728.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -589776.250000 Penalty: 4301.807617
	Iteration 10Q: 3 clusters Score -589776.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -589813.937500 Penalty: 4301.807617
	Iteration 11Q: 3 clusters Score -589813.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -589837.812500 Penalty: 4301.807617
	Iteration 12Q: 3 clusters Score -589837.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -589854.437500 Penalty: 4301.807617
	Iteration 13Q: 3 clusters Score -589854.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -589865.562500 Penalty: 4301.807617
	Iteration 14Q: 3 clusters Score -589865.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -589875.125000 Penalty: 4301.807617
	Iteration 15Q: 3 clusters Score -589875.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -589887.187500 Penalty: 4301.807617
	Iteration 16Q: 3 clusters Score -589887.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -589891.812500 Penalty: 4301.807617
	Iteration 17Q: 3 clusters Score -589891.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -589899.625000 Penalty: 4301.807617
	Iteration 18Q: 3 clusters Score -589899.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -589908.562500 Penalty: 4301.807617
	Iteration 19Q: 3 clusters Score -589908.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -589915.000000 Penalty: 4301.807617
	Iteration 20F: 3 clusters Score -589915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -589924.500000 Penalty: 4301.807617
	Iteration 21Q: 3 clusters Score -589924.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -589933.437500 Penalty: 4301.807617
	Iteration 22Q: 3 clusters Score -589933.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -589939.312500 Penalty: 4301.807617
	Iteration 23Q: 3 clusters Score -589939.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -589945.687500 Penalty: 4301.807617
	Iteration 24Q: 3 clusters Score -589945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -589948.000000 Penalty: 4301.807617
	Iteration 25Q: 3 clusters Score -589948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -589948.937500 Penalty: 4301.807617
	Iteration 26Q: 3 clusters Score -589948.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -589949.187500 Penalty: 4301.807617
	Iteration 27Q: 3 clusters Score -589949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -589949.187500 Penalty: 4301.807617
	Iteration 28F: 3 clusters Score -589949.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -44073.968750 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -44073.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42769.894531 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -42769.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42943.437500 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -42943.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43072.476562 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -43072.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43229.820312 Penalty: 2868.777344
	Iteration 3F: 3 clusters Score -43229.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43404.066406 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -43404.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43527.597656 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -43527.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43724.855469 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -43724.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43806.542969 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -43806.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43824.835938 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -43824.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43829.820312 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -43829.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43840.000000 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -43840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43850.828125 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -43850.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43861.156250 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -43861.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43864.605469 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -43864.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43864.605469 Penalty: 2868.777344
	Iteration 14F: 3 clusters Score -43864.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Entering Unmasked Estep 
Score: -565689.000000 Penalty: 2110.021729
	Iteration 0F: 2 clusters Score -565689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -561189.000000 Penalty: 4220.043457
	Iteration 0F: 3 clusters Score -561189 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -562340.500000 Penalty: 4220.043457
	Iteration 1F: 3 clusters Score -562340.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -562698.187500 Penalty: 4220.043457
	Iteration 2F: 3 clusters Score -562698.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -562945.875000 Penalty: 4220.043457
	Iteration 3F: 3 clusters Score -562945.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -563203.000000 Penalty: 4220.043457
	Iteration 4F: 3 clusters Score -563203 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -563448.312500 Penalty: 4220.043457
	Iteration 5F: 3 clusters Score -563448.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -563744.062500 Penalty: 4220.043457
	Iteration 6F: 3 clusters Score -563744.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -564057.812500 Penalty: 4220.043457
	Iteration 7F: 3 clusters Score -564057.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -564372.125000 Penalty: 4220.043457
	Iteration 8F: 3 clusters Score -564372.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -564625.250000 Penalty: 4220.043457
	Iteration 9Q: 3 clusters Score -564625.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -564830.375000 Penalty: 4220.043457
	Iteration 10Q: 3 clusters Score -564830.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -564968.125000 Penalty: 4220.043457
	Iteration 11Q: 3 clusters Score -564968.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -565057.562500 Penalty: 4220.043457
	Iteration 12Q: 3 clusters Score -565057.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -565117.250000 Penalty: 4220.043457
	Iteration 13Q: 3 clusters Score -565117.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -565155.500000 Penalty: 4220.043457
	Iteration 14Q: 3 clusters Score -565155.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -565176.375000 Penalty: 4220.043457
	Iteration 15Q: 3 clusters Score -565176.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -565196.625000 Penalty: 4220.043457
	Iteration 16Q: 3 clusters Score -565196.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -565216.937500 Penalty: 4220.043457
	Iteration 17Q: 3 clusters Score -565216.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -565234.062500 Penalty: 4220.043457
	Iteration 18Q: 3 clusters Score -565234.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -565248.312500 Penalty: 4220.043457
	Iteration 19Q: 3 clusters Score -565248.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -565258.312500 Penalty: 4220.043457
	Iteration 20F: 3 clusters Score -565258.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -565264.812500 Penalty: 4220.043457
	Iteration 21Q: 3 clusters Score -565264.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -565272.625000 Penalty: 4220.043457
	Iteration 22Q: 3 clusters Score -565272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -565277.562500 Penalty: 4220.043457
	Iteration 23Q: 3 clusters Score -565277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -565284.187500 Penalty: 4220.043457
	Iteration 24Q: 3 clusters Score -565284.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -565295.875000 Penalty: 4220.043457
	Iteration 25Q: 3 clusters Score -565295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -565302.375000 Penalty: 4220.043457
	Iteration 26Q: 3 clusters Score -565302.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -565316.812500 Penalty: 4220.043457
	Iteration 27Q: 3 clusters Score -565316.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -565327.000000 Penalty: 4220.043457
	Iteration 28Q: 3 clusters Score -565327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -565339.125000 Penalty: 4220.043457
	Iteration 29Q: 3 clusters Score -565339.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -565345.500000 Penalty: 4220.043457
	Iteration 30Q: 3 clusters Score -565345.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -565350.062500 Penalty: 4220.043457
	Iteration 31Q: 3 clusters Score -565350.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -565353.875000 Penalty: 4220.043457
	Iteration 32Q: 3 clusters Score -565353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -565357.937500 Penalty: 4220.043457
	Iteration 33Q: 3 clusters Score -565357.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -565360.000000 Penalty: 4220.043457
	Iteration 34Q: 3 clusters Score -565360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -565363.625000 Penalty: 4220.043457
	Iteration 35Q: 3 clusters Score -565363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -565364.812500 Penalty: 4220.043457
	Iteration 36Q: 3 clusters Score -565364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -565365.750000 Penalty: 4220.043457
	Iteration 37Q: 3 clusters Score -565365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -565365.687500 Penalty: 4220.043457
	Iteration 38Q: 3 clusters Score -565365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -565365.687500 Penalty: 4220.043457
	Iteration 39F: 3 clusters Score -565365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (34420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Entering Unmasked Estep 
Score: -3938675.750000 Penalty: 2590.705566
	Iteration 0F: 2 clusters Score -3938676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3915307.750000 Penalty: 5181.411133
	Iteration 0F: 3 clusters Score -3915308 nChanged 15477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3923662.500000 Penalty: 5181.411133
	Iteration 1F: 3 clusters Score -3923662 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3924102.750000 Penalty: 5181.411133
	Iteration 2Q: 3 clusters Score -3924103 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3924491.750000 Penalty: 5181.411133
	Iteration 3Q: 3 clusters Score -3924492 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3924816.000000 Penalty: 5181.411133
	Iteration 4Q: 3 clusters Score -3924816 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3925124.500000 Penalty: 5181.411133
	Iteration 5Q: 3 clusters Score -3925124 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3925444.500000 Penalty: 5181.411133
	Iteration 6Q: 3 clusters Score -3925444 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3925716.500000 Penalty: 5181.411133
	Iteration 7Q: 3 clusters Score -3925716 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3926062.000000 Penalty: 5181.411133
	Iteration 8Q: 3 clusters Score -3926062 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3926463.750000 Penalty: 5181.411133
	Iteration 9Q: 3 clusters Score -3926464 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -3927023.750000 Penalty: 5181.411133
	Iteration 10Q: 3 clusters Score -3927024 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3927852.250000 Penalty: 5181.411133
	Iteration 11Q: 3 clusters Score -3927852 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3929015.000000 Penalty: 5181.411133
	Iteration 12F: 3 clusters Score -3929015 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3930472.750000 Penalty: 5181.411133
	Iteration 13F: 3 clusters Score -3930473 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3932013.750000 Penalty: 5181.411133
	Iteration 14F: 3 clusters Score -3932014 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3933313.000000 Penalty: 5181.411133
	Iteration 15Q: 3 clusters Score -3933313 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3934288.000000 Penalty: 5181.411133
	Iteration 16Q: 3 clusters Score -3934288 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3934928.750000 Penalty: 5181.411133
	Iteration 17Q: 3 clusters Score -3934929 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3935371.500000 Penalty: 5181.411133
	Iteration 18Q: 3 clusters Score -3935372 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -3935606.000000 Penalty: 5181.411133
	Iteration 19Q: 3 clusters Score -3935606 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -3935761.750000 Penalty: 5181.411133
	Iteration 20F: 3 clusters Score -3935762 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -3935881.250000 Penalty: 5181.411133
	Iteration 21Q: 3 clusters Score -3935881 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -3935964.500000 Penalty: 5181.411133
	Iteration 22Q: 3 clusters Score -3935964 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -3936026.500000 Penalty: 5181.411133
	Iteration 23Q: 3 clusters Score -3936026 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -3936075.750000 Penalty: 5181.411133
	Iteration 24Q: 3 clusters Score -3936076 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3936109.500000 Penalty: 5181.411133
	Iteration 25Q: 3 clusters Score -3936110 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3936145.500000 Penalty: 5181.411133
	Iteration 26Q: 3 clusters Score -3936146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3936151.750000 Penalty: 5181.411133
	Iteration 27Q: 3 clusters Score -3936152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3936180.750000 Penalty: 5181.411133
	Iteration 28Q: 3 clusters Score -3936181 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -3936207.250000 Penalty: 5181.411133
	Iteration 29Q: 3 clusters Score -3936207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3936226.500000 Penalty: 5181.411133
	Iteration 30Q: 3 clusters Score -3936226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -3936225.500000 Penalty: 5181.411133
	Iteration 31Q: 3 clusters Score -3936226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -3936245.000000 Penalty: 5181.411133
	Iteration 32Q: 3 clusters Score -3936245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3936263.500000 Penalty: 5181.411133
	Iteration 33Q: 3 clusters Score -3936264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3936285.750000 Penalty: 5181.411133
	Iteration 34Q: 3 clusters Score -3936286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3936304.750000 Penalty: 5181.411133
	Iteration 35Q: 3 clusters Score -3936305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3936325.250000 Penalty: 5181.411133
	Iteration 36Q: 3 clusters Score -3936325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -3936343.250000 Penalty: 5181.411133
	Iteration 37Q: 3 clusters Score -3936343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -3936360.750000 Penalty: 5181.411133
	Iteration 38Q: 3 clusters Score -3936361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -3936380.250000 Penalty: 5181.411133
	Iteration 39Q: 3 clusters Score -3936380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -3936393.750000 Penalty: 5181.411133
	Iteration 40F: 3 clusters Score -3936394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -3936410.750000 Penalty: 5181.411133
	Iteration 41Q: 3 clusters Score -3936411 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3936432.500000 Penalty: 5181.411133
	Iteration 42Q: 3 clusters Score -3936432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3936437.750000 Penalty: 5181.411133
	Iteration 43Q: 3 clusters Score -3936438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3936443.000000 Penalty: 5181.411133
	Iteration 44Q: 3 clusters Score -3936443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -3936452.500000 Penalty: 5181.411133
	Iteration 45Q: 3 clusters Score -3936452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -3936453.250000 Penalty: 5181.411133
	Iteration 46Q: 3 clusters Score -3936453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -3936458.500000 Penalty: 5181.411133
	Iteration 47Q: 3 clusters Score -3936458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -3936466.250000 Penalty: 5181.411133
	Iteration 48Q: 3 clusters Score -3936466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -3936469.250000 Penalty: 5181.411133
	Iteration 49Q: 3 clusters Score -3936469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -3936478.250000 Penalty: 5181.411133
	Iteration 50Q: 3 clusters Score -3936478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -3936486.250000 Penalty: 5181.411133
	Iteration 51Q: 3 clusters Score -3936486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -3936495.000000 Penalty: 5181.411133
	Iteration 52Q: 3 clusters Score -3936495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -3936495.250000 Penalty: 5181.411133
	Iteration 53Q: 3 clusters Score -3936495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3936500.500000 Penalty: 5181.411133
	Iteration 54Q: 3 clusters Score -3936500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -3936503.250000 Penalty: 5181.411133
	Iteration 55Q: 3 clusters Score -3936503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -3936517.250000 Penalty: 5181.411133
	Iteration 56Q: 3 clusters Score -3936517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -3936526.500000 Penalty: 5181.411133
	Iteration 57Q: 3 clusters Score -3936526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -3936530.750000 Penalty: 5181.411133
	Iteration 58Q: 3 clusters Score -3936531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3936534.000000 Penalty: 5181.411133
	Iteration 59Q: 3 clusters Score -3936534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -3936540.750000 Penalty: 5181.411133
	Iteration 60F: 3 clusters Score -3936541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -3936540.250000 Penalty: 5181.411133
	Iteration 61Q: 3 clusters Score -3936540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -3936538.000000 Penalty: 5181.411133
	Iteration 62Q: 3 clusters Score -3936538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -3936540.250000 Penalty: 5181.411133
	Iteration 63Q: 3 clusters Score -3936540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -3936543.000000 Penalty: 5181.411133
	Iteration 64Q: 3 clusters Score -3936543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -3936545.250000 Penalty: 5181.411133
	Iteration 65Q: 3 clusters Score -3936545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -3936548.000000 Penalty: 5181.411133
	Iteration 66Q: 3 clusters Score -3936548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -3936543.500000 Penalty: 5181.411133
	Iteration 67Q: 3 clusters Score -3936544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -3936545.750000 Penalty: 5181.411133
	Iteration 68Q: 3 clusters Score -3936546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3936545.750000 Penalty: 5181.411133
	Iteration 69Q: 3 clusters Score -3936546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3936545.750000 Penalty: 5181.411133
	Iteration 70F: 3 clusters Score -3936546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30793.501953 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -30793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29448.808594 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -29448.81 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29693.796875 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -29693.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29846.164062 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -29846.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29938.085938 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -29938.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30015.148438 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -30015.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30071.097656 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -30071.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30179.998047 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -30180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30270.083984 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -30270.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30294.724609 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -30294.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30304.167969 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -30304.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30311.833984 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -30311.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30314.416016 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -30314.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30324.314453 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -30324.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30333.121094 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -30333.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30333.121094 Penalty: 3040.009033
	Iteration 14F: 3 clusters Score -30333.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -101228.523438 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -101228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99545.773438 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -99545.77 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99903.210938 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -99903.21 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -100080.617188 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -100080.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -100171.773438 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -100171.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100254.007812 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -100254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100390.937500 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -100390.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -100466.968750 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -100467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -100557.429688 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -100557.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100627.953125 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -100628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100656.960938 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -100657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100676.546875 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -100676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100681.421875 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -100681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100681.421875 Penalty: 3254.972412
	Iteration 12F: 3 clusters Score -100681.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (25433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Entering Unmasked Estep 
Score: -2944717.000000 Penalty: 2515.663086
	Iteration 0F: 2 clusters Score -2944717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2927134.000000 Penalty: 5031.326172
	Iteration 0F: 3 clusters Score -2927134 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2933749.000000 Penalty: 5031.326172
	Iteration 1F: 3 clusters Score -2933749 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2934615.750000 Penalty: 5031.326172
	Iteration 2F: 3 clusters Score -2934616 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2935660.000000 Penalty: 5031.326172
	Iteration 3F: 3 clusters Score -2935660 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2936848.250000 Penalty: 5031.326172
	Iteration 4F: 3 clusters Score -2936848 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2938233.500000 Penalty: 5031.326172
	Iteration 5F: 3 clusters Score -2938234 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2939673.250000 Penalty: 5031.326172
	Iteration 6F: 3 clusters Score -2939673 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2941464.750000 Penalty: 5031.326172
	Iteration 7F: 3 clusters Score -2941465 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2943174.750000 Penalty: 5031.326172
	Iteration 8F: 3 clusters Score -2943175 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2944051.250000 Penalty: 5031.326172
	Iteration 9Q: 3 clusters Score -2944051 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2944424.000000 Penalty: 5031.326172
	Iteration 10Q: 3 clusters Score -2944424 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2944630.000000 Penalty: 5031.326172
	Iteration 11Q: 3 clusters Score -2944630 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2944769.500000 Penalty: 5031.326172
	Iteration 12Q: 3 clusters Score -2944770 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2944887.250000 Penalty: 5031.326172
	Iteration 13Q: 3 clusters Score -2944887 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2944992.000000 Penalty: 5031.326172
	Iteration 14Q: 3 clusters Score -2944992 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2945092.250000 Penalty: 5031.326172
	Iteration 15Q: 3 clusters Score -2945092 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2945183.750000 Penalty: 5031.326172
	Iteration 16Q: 3 clusters Score -2945184 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2945238.000000 Penalty: 5031.326172
	Iteration 17Q: 3 clusters Score -2945238 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2945282.750000 Penalty: 5031.326172
	Iteration 18Q: 3 clusters Score -2945283 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2945329.750000 Penalty: 5031.326172
	Iteration 19Q: 3 clusters Score -2945330 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2945368.750000 Penalty: 5031.326172
	Iteration 20F: 3 clusters Score -2945369 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2945391.500000 Penalty: 5031.326172
	Iteration 21Q: 3 clusters Score -2945392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2945400.000000 Penalty: 5031.326172
	Iteration 22Q: 3 clusters Score -2945400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2945405.750000 Penalty: 5031.326172
	Iteration 23Q: 3 clusters Score -2945406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2945400.500000 Penalty: 5031.326172
	Iteration 24Q: 3 clusters Score -2945400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2945398.750000 Penalty: 5031.326172
	Iteration 25Q: 3 clusters Score -2945399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2945405.250000 Penalty: 5031.326172
	Iteration 26Q: 3 clusters Score -2945405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2945402.750000 Penalty: 5031.326172
	Iteration 27Q: 3 clusters Score -2945403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2945406.000000 Penalty: 5031.326172
	Iteration 28Q: 3 clusters Score -2945406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2945400.000000 Penalty: 5031.326172
	Iteration 29Q: 3 clusters Score -2945400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2945402.250000 Penalty: 5031.326172
	Iteration 30Q: 3 clusters Score -2945402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2945403.500000 Penalty: 5031.326172
	Iteration 31Q: 3 clusters Score -2945404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2945401.000000 Penalty: 5031.326172
	Iteration 32Q: 3 clusters Score -2945401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2945400.500000 Penalty: 5031.326172
	Iteration 33Q: 3 clusters Score -2945400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2945402.750000 Penalty: 5031.326172
	Iteration 34Q: 3 clusters Score -2945403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2945405.750000 Penalty: 5031.326172
	Iteration 35Q: 3 clusters Score -2945406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2945406.250000 Penalty: 5031.326172
	Iteration 36Q: 3 clusters Score -2945406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2945404.500000 Penalty: 5031.326172
	Iteration 37Q: 3 clusters Score -2945404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2945404.250000 Penalty: 5031.326172
	Iteration 38Q: 3 clusters Score -2945404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2945404.500000 Penalty: 5031.326172
	Iteration 39Q: 3 clusters Score -2945404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2945404.250000 Penalty: 5031.326172
	Iteration 40F: 3 clusters Score -2945404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2945406.000000 Penalty: 5031.326172
	Iteration 41Q: 3 clusters Score -2945406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2945405.500000 Penalty: 5031.326172
	Iteration 42Q: 3 clusters Score -2945406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2945408.000000 Penalty: 5031.326172
	Iteration 43Q: 3 clusters Score -2945408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2945407.750000 Penalty: 5031.326172
	Iteration 44Q: 3 clusters Score -2945408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2945405.000000 Penalty: 5031.326172
	Iteration 45Q: 3 clusters Score -2945405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2945407.000000 Penalty: 5031.326172
	Iteration 46Q: 3 clusters Score -2945407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2945404.500000 Penalty: 5031.326172
	Iteration 47Q: 3 clusters Score -2945404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2945405.750000 Penalty: 5031.326172
	Iteration 48Q: 3 clusters Score -2945406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2945406.250000 Penalty: 5031.326172
	Iteration 49Q: 3 clusters Score -2945406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2945407.250000 Penalty: 5031.326172
	Iteration 50Q: 3 clusters Score -2945407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2945409.000000 Penalty: 5031.326172
	Iteration 51Q: 3 clusters Score -2945409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2945403.000000 Penalty: 5031.326172
	Iteration 52Q: 3 clusters Score -2945403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2945401.000000 Penalty: 5031.326172
	Iteration 53Q: 3 clusters Score -2945401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2945404.000000 Penalty: 5031.326172
	Iteration 54Q: 3 clusters Score -2945404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2945402.750000 Penalty: 5031.326172
	Iteration 55Q: 3 clusters Score -2945403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2945405.000000 Penalty: 5031.326172
	Iteration 56Q: 3 clusters Score -2945405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2945405.000000 Penalty: 5031.326172
	Iteration 57Q: 3 clusters Score -2945405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2945405.000000 Penalty: 5031.326172
	Iteration 58Q: 3 clusters Score -2945405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2945404.500000 Penalty: 5031.326172
	Iteration 59Q: 3 clusters Score -2945404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2945404.750000 Penalty: 5031.326172
	Iteration 60F: 3 clusters Score -2945405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2945404.250000 Penalty: 5031.326172
	Iteration 61Q: 3 clusters Score -2945404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2945406.500000 Penalty: 5031.326172
	Iteration 62Q: 3 clusters Score -2945406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2945408.500000 Penalty: 5031.326172
	Iteration 63Q: 3 clusters Score -2945408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2945404.000000 Penalty: 5031.326172
	Iteration 64Q: 3 clusters Score -2945404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2945404.000000 Penalty: 5031.326172
	Iteration 65Q: 3 clusters Score -2945404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2945403.500000 Penalty: 5031.326172
	Iteration 66Q: 3 clusters Score -2945404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2945403.500000 Penalty: 5031.326172
	Iteration 67F: 3 clusters Score -2945404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 17912 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34051 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187968 members 
Mstep: Class 13 contains 186910 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17269 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43304 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52374 members 
Mstep: Class 27 contains 25679 members 
Mstep: Class 28 contains 52508 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175601 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41565 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9900 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5843 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4955 members 
Mstep: Class 51 contains 34420 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 12617 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6467 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8441 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7059 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11248 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 12816 members 
Entering Unmasked Estep 
Score: -133761336.000000 Penalty: 260018.453125
Splitting cluster 54 changes total score from -133761560.000000 to -133761336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -463387.500000 Penalty: 2061.348633
	Iteration 0F: 2 clusters Score -463387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -459420.250000 Penalty: 4122.697266
	Iteration 0F: 3 clusters Score -459420.2 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -460311.875000 Penalty: 4122.697266
	Iteration 1F: 3 clusters Score -460311.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -460531.625000 Penalty: 4122.697266
	Iteration 2F: 3 clusters Score -460531.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -460709.062500 Penalty: 4122.697266
	Iteration 3F: 3 clusters Score -460709.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -460849.843750 Penalty: 4122.697266
	Iteration 4Q: 3 clusters Score -460849.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -460974.187500 Penalty: 4122.697266
	Iteration 5Q: 3 clusters Score -460974.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -461095.281250 Penalty: 4122.697266
	Iteration 6Q: 3 clusters Score -461095.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -461187.000000 Penalty: 4122.697266
	Iteration 7Q: 3 clusters Score -461187 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -461264.437500 Penalty: 4122.697266
	Iteration 8Q: 3 clusters Score -461264.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -461330.375000 Penalty: 4122.697266
	Iteration 9Q: 3 clusters Score -461330.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -461386.343750 Penalty: 4122.697266
	Iteration 10Q: 3 clusters Score -461386.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -461435.718750 Penalty: 4122.697266
	Iteration 11Q: 3 clusters Score -461435.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -461491.687500 Penalty: 4122.697266
	Iteration 12Q: 3 clusters Score -461491.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -461546.500000 Penalty: 4122.697266
	Iteration 13Q: 3 clusters Score -461546.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -461601.406250 Penalty: 4122.697266
	Iteration 14Q: 3 clusters Score -461601.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -461656.218750 Penalty: 4122.697266
	Iteration 15Q: 3 clusters Score -461656.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -461720.343750 Penalty: 4122.697266
	Iteration 16Q: 3 clusters Score -461720.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -461765.562500 Penalty: 4122.697266
	Iteration 17Q: 3 clusters Score -461765.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -461799.750000 Penalty: 4122.697266
	Iteration 18Q: 3 clusters Score -461799.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -461824.062500 Penalty: 4122.697266
	Iteration 19Q: 3 clusters Score -461824.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -461846.000000 Penalty: 4122.697266
	Iteration 20F: 3 clusters Score -461846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -461869.187500 Penalty: 4122.697266
	Iteration 21Q: 3 clusters Score -461869.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -461892.343750 Penalty: 4122.697266
	Iteration 22Q: 3 clusters Score -461892.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -461915.875000 Penalty: 4122.697266
	Iteration 23Q: 3 clusters Score -461915.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -461941.187500 Penalty: 4122.697266
	Iteration 24Q: 3 clusters Score -461941.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -461964.937500 Penalty: 4122.697266
	Iteration 25Q: 3 clusters Score -461964.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -461983.468750 Penalty: 4122.697266
	Iteration 26Q: 3 clusters Score -461983.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -461995.625000 Penalty: 4122.697266
	Iteration 27Q: 3 clusters Score -461995.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -462005.187500 Penalty: 4122.697266
	Iteration 28Q: 3 clusters Score -462005.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -462010.750000 Penalty: 4122.697266
	Iteration 29Q: 3 clusters Score -462010.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -462021.562500 Penalty: 4122.697266
	Iteration 30Q: 3 clusters Score -462021.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -462032.968750 Penalty: 4122.697266
	Iteration 31Q: 3 clusters Score -462033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -462042.437500 Penalty: 4122.697266
	Iteration 32Q: 3 clusters Score -462042.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -462047.843750 Penalty: 4122.697266
	Iteration 33Q: 3 clusters Score -462047.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -462054.250000 Penalty: 4122.697266
	Iteration 34Q: 3 clusters Score -462054.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -462061.093750 Penalty: 4122.697266
	Iteration 35Q: 3 clusters Score -462061.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -462065.625000 Penalty: 4122.697266
	Iteration 36Q: 3 clusters Score -462065.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -462070.093750 Penalty: 4122.697266
	Iteration 37Q: 3 clusters Score -462070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -462074.031250 Penalty: 4122.697266
	Iteration 38Q: 3 clusters Score -462074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -462078.125000 Penalty: 4122.697266
	Iteration 39Q: 3 clusters Score -462078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -462080.968750 Penalty: 4122.697266
	Iteration 40F: 3 clusters Score -462081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -462082.562500 Penalty: 4122.697266
	Iteration 41Q: 3 clusters Score -462082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -462086.156250 Penalty: 4122.697266
	Iteration 42Q: 3 clusters Score -462086.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -462088.562500 Penalty: 4122.697266
	Iteration 43Q: 3 clusters Score -462088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -462090.468750 Penalty: 4122.697266
	Iteration 44Q: 3 clusters Score -462090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -462090.406250 Penalty: 4122.697266
	Iteration 45Q: 3 clusters Score -462090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -462091.031250 Penalty: 4122.697266
	Iteration 46Q: 3 clusters Score -462091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -462091.750000 Penalty: 4122.697266
	Iteration 47Q: 3 clusters Score -462091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -462092.687500 Penalty: 4122.697266
	Iteration 48Q: 3 clusters Score -462092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -462092.312500 Penalty: 4122.697266
	Iteration 49Q: 3 clusters Score -462092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -462094.500000 Penalty: 4122.697266
	Iteration 50Q: 3 clusters Score -462094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -462096.125000 Penalty: 4122.697266
	Iteration 51Q: 3 clusters Score -462096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -462097.843750 Penalty: 4122.697266
	Iteration 52Q: 3 clusters Score -462097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -462100.781250 Penalty: 4122.697266
	Iteration 53Q: 3 clusters Score -462100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -462101.718750 Penalty: 4122.697266
	Iteration 54Q: 3 clusters Score -462101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -462102.687500 Penalty: 4122.697266
	Iteration 55Q: 3 clusters Score -462102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -462104.062500 Penalty: 4122.697266
	Iteration 56Q: 3 clusters Score -462104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -462104.062500 Penalty: 4122.697266
	Iteration 57Q: 3 clusters Score -462104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -462104.062500 Penalty: 4122.697266
	Iteration 58F: 3 clusters Score -462104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -37694.285156 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37694.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36455.117188 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36455.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36577.437500 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36577.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36603.949219 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36603.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36630.695312 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36645.281250 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -36645.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36655.406250 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -36655.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36660.246094 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -36660.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36660.246094 Penalty: 2778.651123
	Iteration 7F: 3 clusters Score -36660.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (6467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Entering Unmasked Estep 
Score: -755130.625000 Penalty: 2176.067871
	Iteration 0F: 2 clusters Score -755130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -749710.687500 Penalty: 4352.135742
	Iteration 0F: 3 clusters Score -749710.7 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -751183.500000 Penalty: 4352.135742
	Iteration 1F: 3 clusters Score -751183.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -751428.187500 Penalty: 4352.135742
	Iteration 2F: 3 clusters Score -751428.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -751597.062500 Penalty: 4352.135742
	Iteration 3F: 3 clusters Score -751597.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -751717.437500 Penalty: 4352.135742
	Iteration 4Q: 3 clusters Score -751717.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -751817.187500 Penalty: 4352.135742
	Iteration 5Q: 3 clusters Score -751817.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -751911.125000 Penalty: 4352.135742
	Iteration 6Q: 3 clusters Score -751911.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -751996.125000 Penalty: 4352.135742
	Iteration 7Q: 3 clusters Score -751996.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -752075.250000 Penalty: 4352.135742
	Iteration 8Q: 3 clusters Score -752075.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -752147.562500 Penalty: 4352.135742
	Iteration 9Q: 3 clusters Score -752147.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -752218.750000 Penalty: 4352.135742
	Iteration 10Q: 3 clusters Score -752218.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -752286.875000 Penalty: 4352.135742
	Iteration 11Q: 3 clusters Score -752286.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -752366.625000 Penalty: 4352.135742
	Iteration 12Q: 3 clusters Score -752366.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -752450.312500 Penalty: 4352.135742
	Iteration 13Q: 3 clusters Score -752450.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -752536.000000 Penalty: 4352.135742
	Iteration 14Q: 3 clusters Score -752536 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -752629.000000 Penalty: 4352.135742
	Iteration 15Q: 3 clusters Score -752629 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -752726.125000 Penalty: 4352.135742
	Iteration 16Q: 3 clusters Score -752726.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -752828.187500 Penalty: 4352.135742
	Iteration 17Q: 3 clusters Score -752828.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -752937.250000 Penalty: 4352.135742
	Iteration 18Q: 3 clusters Score -752937.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -753021.062500 Penalty: 4352.135742
	Iteration 19Q: 3 clusters Score -753021.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -753090.812500 Penalty: 4352.135742
	Iteration 20F: 3 clusters Score -753090.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -753156.437500 Penalty: 4352.135742
	Iteration 21Q: 3 clusters Score -753156.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -753204.875000 Penalty: 4352.135742
	Iteration 22Q: 3 clusters Score -753204.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -753234.125000 Penalty: 4352.135742
	Iteration 23Q: 3 clusters Score -753234.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -753250.187500 Penalty: 4352.135742
	Iteration 24Q: 3 clusters Score -753250.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -753259.250000 Penalty: 4352.135742
	Iteration 25Q: 3 clusters Score -753259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -753266.187500 Penalty: 4352.135742
	Iteration 26Q: 3 clusters Score -753266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -753271.812500 Penalty: 4352.135742
	Iteration 27Q: 3 clusters Score -753271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -753276.250000 Penalty: 4352.135742
	Iteration 28Q: 3 clusters Score -753276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -753283.437500 Penalty: 4352.135742
	Iteration 29Q: 3 clusters Score -753283.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -753289.375000 Penalty: 4352.135742
	Iteration 30Q: 3 clusters Score -753289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -753293.125000 Penalty: 4352.135742
	Iteration 31Q: 3 clusters Score -753293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -753293.937500 Penalty: 4352.135742
	Iteration 32Q: 3 clusters Score -753293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -753293.937500 Penalty: 4352.135742
	Iteration 33F: 3 clusters Score -753293.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -167911.343750 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -167911.3 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 602 members 
Entering Unmasked Estep 
Score: -165906.671875 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -165906.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -166353.796875 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -166353.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -166551.921875 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -166551.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -166668.515625 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -166668.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -166729.578125 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -166729.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -166768.265625 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -166768.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -166802.453125 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -166802.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -166818.328125 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -166818.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -166844.265625 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -166844.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -166872.171875 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -166872.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -166899.343750 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -166899.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -166911.437500 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -166911.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -166933.250000 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -166933.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -166966.437500 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -166966.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -166996.406250 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -166996.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -167010.093750 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -167010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -167016.109375 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -167016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -167025.406250 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -167025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167029.625000 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -167029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -167038.562500 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -167038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167057.828125 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -167057.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -167072.390625 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -167072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -167088.312500 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -167088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -167096.859375 Penalty: 3508.341797
	Iteration 23Q: 3 clusters Score -167096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167105.843750 Penalty: 3508.341797
	Iteration 24Q: 3 clusters Score -167105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -167115.765625 Penalty: 3508.341797
	Iteration 25Q: 3 clusters Score -167115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -167119.593750 Penalty: 3508.341797
	Iteration 26Q: 3 clusters Score -167119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167120.718750 Penalty: 3508.341797
	Iteration 27Q: 3 clusters Score -167120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167120.718750 Penalty: 3508.341797
	Iteration 28F: 3 clusters Score -167120.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -252353.343750 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -252353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -249934.156250 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -249934.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -250498.921875 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -250498.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -250759.703125 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -250759.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -250934.968750 Penalty: 3708.049316
	Iteration 3F: 3 clusters Score -250935 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -251052.296875 Penalty: 3708.049316
	Iteration 4Q: 3 clusters Score -251052.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -251156.562500 Penalty: 3708.049316
	Iteration 5Q: 3 clusters Score -251156.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -251255.062500 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -251255.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -251341.968750 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -251342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -251407.609375 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -251407.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -251437.500000 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -251437.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -251450.375000 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -251450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -251455.968750 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -251456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -251461.671875 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -251461.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -251470.906250 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -251470.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -251474.140625 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -251474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251476.765625 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -251476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251476.765625 Penalty: 3708.049316
	Iteration 16F: 3 clusters Score -251476.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -384663.562500 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -384663.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -381219.281250 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -381219.3 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -381896.656250 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -381896.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -382035.531250 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -382035.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -382117.562500 Penalty: 4019.633301
	Iteration 3Q: 3 clusters Score -382117.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -382180.812500 Penalty: 4019.633301
	Iteration 4Q: 3 clusters Score -382180.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -382231.656250 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -382231.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -382272.062500 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -382272.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -382313.437500 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -382313.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -382347.093750 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -382347.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -382367.031250 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -382367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -382386.093750 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -382386.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -382399.656250 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -382399.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -382417.656250 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -382417.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -382427.000000 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -382427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -382436.625000 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -382436.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -382444.093750 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -382444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -382448.437500 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -382448.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -382453.468750 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -382453.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -382458.843750 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -382458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -382461.593750 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -382461.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -382464.437500 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -382464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -382468.468750 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -382468.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -382474.281250 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -382474.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -382478.218750 Penalty: 4019.633301
	Iteration 23Q: 3 clusters Score -382478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -382481.312500 Penalty: 4019.633301
	Iteration 24Q: 3 clusters Score -382481.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -382483.500000 Penalty: 4019.633301
	Iteration 25Q: 3 clusters Score -382483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -382486.093750 Penalty: 4019.633301
	Iteration 26Q: 3 clusters Score -382486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -382488.437500 Penalty: 4019.633301
	Iteration 27Q: 3 clusters Score -382488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -382490.375000 Penalty: 4019.633301
	Iteration 28Q: 3 clusters Score -382490.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -382492.656250 Penalty: 4019.633301
	Iteration 29Q: 3 clusters Score -382492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -382493.906250 Penalty: 4019.633301
	Iteration 30Q: 3 clusters Score -382493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -382495.031250 Penalty: 4019.633301
	Iteration 31Q: 3 clusters Score -382495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -382495.031250 Penalty: 4019.633301
	Iteration 32F: 3 clusters Score -382495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (8441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Entering Unmasked Estep 
Score: -983128.562500 Penalty: 2242.132324
	Iteration 0F: 2 clusters Score -983128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -976489.000000 Penalty: 4484.264648
	Iteration 0F: 3 clusters Score -976489 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -978310.562500 Penalty: 4484.264648
	Iteration 1F: 3 clusters Score -978310.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -978604.687500 Penalty: 4484.264648
	Iteration 2F: 3 clusters Score -978604.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -978855.750000 Penalty: 4484.264648
	Iteration 3F: 3 clusters Score -978855.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -979112.625000 Penalty: 4484.264648
	Iteration 4F: 3 clusters Score -979112.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -979396.375000 Penalty: 4484.264648
	Iteration 5F: 3 clusters Score -979396.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -979708.062500 Penalty: 4484.264648
	Iteration 6F: 3 clusters Score -979708.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -980033.562500 Penalty: 4484.264648
	Iteration 7F: 3 clusters Score -980033.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -980316.875000 Penalty: 4484.264648
	Iteration 8Q: 3 clusters Score -980316.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -980555.062500 Penalty: 4484.264648
	Iteration 9Q: 3 clusters Score -980555.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -980736.625000 Penalty: 4484.264648
	Iteration 10Q: 3 clusters Score -980736.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -980876.062500 Penalty: 4484.264648
	Iteration 11Q: 3 clusters Score -980876.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -980974.312500 Penalty: 4484.264648
	Iteration 12Q: 3 clusters Score -980974.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -981054.375000 Penalty: 4484.264648
	Iteration 13Q: 3 clusters Score -981054.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -981096.000000 Penalty: 4484.264648
	Iteration 14Q: 3 clusters Score -981096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -981129.312500 Penalty: 4484.264648
	Iteration 15Q: 3 clusters Score -981129.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -981154.875000 Penalty: 4484.264648
	Iteration 16Q: 3 clusters Score -981154.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -981173.437500 Penalty: 4484.264648
	Iteration 17Q: 3 clusters Score -981173.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -981183.875000 Penalty: 4484.264648
	Iteration 18Q: 3 clusters Score -981183.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -981190.375000 Penalty: 4484.264648
	Iteration 19Q: 3 clusters Score -981190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -981192.437500 Penalty: 4484.264648
	Iteration 20F: 3 clusters Score -981192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -981199.437500 Penalty: 4484.264648
	Iteration 21Q: 3 clusters Score -981199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -981204.937500 Penalty: 4484.264648
	Iteration 22Q: 3 clusters Score -981204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -981205.812500 Penalty: 4484.264648
	Iteration 23Q: 3 clusters Score -981205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -981206.500000 Penalty: 4484.264648
	Iteration 24Q: 3 clusters Score -981206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -981209.875000 Penalty: 4484.264648
	Iteration 25Q: 3 clusters Score -981209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -981210.250000 Penalty: 4484.264648
	Iteration 26Q: 3 clusters Score -981210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -981210.250000 Penalty: 4484.264648
	Iteration 27F: 3 clusters Score -981210.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -106517.242188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -106517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104843.734375 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -104843.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105399.562500 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -105399.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105721.914062 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -105721.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105908.640625 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -105908.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -106026.695312 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -106026.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106134.640625 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -106134.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106219.585938 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -106219.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -106276.234375 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -106276.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106299.585938 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -106299.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106317.257812 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -106317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -106335.125000 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -106335.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106366.585938 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -106366.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -106390.593750 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -106390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106405.046875 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -106405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106408.726562 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -106408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106408.726562 Penalty: 3306.179199
	Iteration 15F: 3 clusters Score -106408.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -46255.351562 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -46255.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44943.753906 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -44943.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45108.093750 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -45108.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45172.421875 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -45172.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45191.304688 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -45191.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45218.464844 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -45218.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45227.050781 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -45227.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45248.707031 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -45248.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45259.496094 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -45259.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45299.285156 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -45299.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45316.390625 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -45316.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45336.496094 Penalty: 2877.850586
	Iteration 10Q: 3 clusters Score -45336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45347.761719 Penalty: 2877.850586
	Iteration 11Q: 3 clusters Score -45347.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45354.847656 Penalty: 2877.850586
	Iteration 12Q: 3 clusters Score -45354.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45354.847656 Penalty: 2877.850586
	Iteration 13F: 3 clusters Score -45354.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Entering Unmasked Estep 
Score: -630753.062500 Penalty: 2138.859131
	Iteration 0F: 2 clusters Score -630753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -625842.875000 Penalty: 4277.718262
	Iteration 0F: 3 clusters Score -625842.9 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -627142.312500 Penalty: 4277.718262
	Iteration 1F: 3 clusters Score -627142.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -627458.250000 Penalty: 4277.718262
	Iteration 2F: 3 clusters Score -627458.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -627722.812500 Penalty: 4277.718262
	Iteration 3F: 3 clusters Score -627722.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -627961.875000 Penalty: 4277.718262
	Iteration 4F: 3 clusters Score -627961.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -628138.812500 Penalty: 4277.718262
	Iteration 5Q: 3 clusters Score -628138.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -628324.687500 Penalty: 4277.718262
	Iteration 6Q: 3 clusters Score -628324.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -628499.750000 Penalty: 4277.718262
	Iteration 7Q: 3 clusters Score -628499.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -628655.500000 Penalty: 4277.718262
	Iteration 8Q: 3 clusters Score -628655.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -628778.875000 Penalty: 4277.718262
	Iteration 9Q: 3 clusters Score -628778.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -628885.625000 Penalty: 4277.718262
	Iteration 10Q: 3 clusters Score -628885.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -628980.937500 Penalty: 4277.718262
	Iteration 11Q: 3 clusters Score -628980.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -629042.750000 Penalty: 4277.718262
	Iteration 12Q: 3 clusters Score -629042.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -629088.562500 Penalty: 4277.718262
	Iteration 13Q: 3 clusters Score -629088.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -629135.437500 Penalty: 4277.718262
	Iteration 14Q: 3 clusters Score -629135.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -629178.687500 Penalty: 4277.718262
	Iteration 15Q: 3 clusters Score -629178.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -629215.312500 Penalty: 4277.718262
	Iteration 16Q: 3 clusters Score -629215.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -629251.937500 Penalty: 4277.718262
	Iteration 17Q: 3 clusters Score -629251.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -629278.875000 Penalty: 4277.718262
	Iteration 18Q: 3 clusters Score -629278.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -629307.125000 Penalty: 4277.718262
	Iteration 19Q: 3 clusters Score -629307.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -629327.375000 Penalty: 4277.718262
	Iteration 20F: 3 clusters Score -629327.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -629351.437500 Penalty: 4277.718262
	Iteration 21Q: 3 clusters Score -629351.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -629375.375000 Penalty: 4277.718262
	Iteration 22Q: 3 clusters Score -629375.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -629398.312500 Penalty: 4277.718262
	Iteration 23Q: 3 clusters Score -629398.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -629422.062500 Penalty: 4277.718262
	Iteration 24Q: 3 clusters Score -629422.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -629436.312500 Penalty: 4277.718262
	Iteration 25Q: 3 clusters Score -629436.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -629450.937500 Penalty: 4277.718262
	Iteration 26Q: 3 clusters Score -629450.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -629459.125000 Penalty: 4277.718262
	Iteration 27Q: 3 clusters Score -629459.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -629466.687500 Penalty: 4277.718262
	Iteration 28Q: 3 clusters Score -629466.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -629475.062500 Penalty: 4277.718262
	Iteration 29Q: 3 clusters Score -629475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -629481.937500 Penalty: 4277.718262
	Iteration 30Q: 3 clusters Score -629481.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -629487.500000 Penalty: 4277.718262
	Iteration 31Q: 3 clusters Score -629487.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -629494.125000 Penalty: 4277.718262
	Iteration 32Q: 3 clusters Score -629494.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -629501.812500 Penalty: 4277.718262
	Iteration 33Q: 3 clusters Score -629501.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -629504.437500 Penalty: 4277.718262
	Iteration 34Q: 3 clusters Score -629504.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -629508.437500 Penalty: 4277.718262
	Iteration 35Q: 3 clusters Score -629508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -629510.437500 Penalty: 4277.718262
	Iteration 36Q: 3 clusters Score -629510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -629511.500000 Penalty: 4277.718262
	Iteration 37Q: 3 clusters Score -629511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -629510.562500 Penalty: 4277.718262
	Iteration 38Q: 3 clusters Score -629510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -629511.562500 Penalty: 4277.718262
	Iteration 39Q: 3 clusters Score -629511.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -629511.312500 Penalty: 4277.718262
	Iteration 40F: 3 clusters Score -629511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -629510.875000 Penalty: 4277.718262
	Iteration 41Q: 3 clusters Score -629510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -629512.250000 Penalty: 4277.718262
	Iteration 42Q: 3 clusters Score -629512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -629512.437500 Penalty: 4277.718262
	Iteration 43Q: 3 clusters Score -629512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -629512.750000 Penalty: 4277.718262
	Iteration 44Q: 3 clusters Score -629512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -629513.937500 Penalty: 4277.718262
	Iteration 45Q: 3 clusters Score -629513.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -629514.937500 Penalty: 4277.718262
	Iteration 46Q: 3 clusters Score -629514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -629517.250000 Penalty: 4277.718262
	Iteration 47Q: 3 clusters Score -629517.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -629518.562500 Penalty: 4277.718262
	Iteration 48Q: 3 clusters Score -629518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -629518.812500 Penalty: 4277.718262
	Iteration 49Q: 3 clusters Score -629518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -629520.375000 Penalty: 4277.718262
	Iteration 50Q: 3 clusters Score -629520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -629521.625000 Penalty: 4277.718262
	Iteration 51Q: 3 clusters Score -629521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -629521.500000 Penalty: 4277.718262
	Iteration 52Q: 3 clusters Score -629521.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -629522.312500 Penalty: 4277.718262
	Iteration 53Q: 3 clusters Score -629522.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -629524.125000 Penalty: 4277.718262
	Iteration 54Q: 3 clusters Score -629524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -629525.500000 Penalty: 4277.718262
	Iteration 55Q: 3 clusters Score -629525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -629526.187500 Penalty: 4277.718262
	Iteration 56Q: 3 clusters Score -629526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -629527.000000 Penalty: 4277.718262
	Iteration 57Q: 3 clusters Score -629527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -629528.750000 Penalty: 4277.718262
	Iteration 58Q: 3 clusters Score -629528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -629528.375000 Penalty: 4277.718262
	Iteration 59Q: 3 clusters Score -629528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -629527.937500 Penalty: 4277.718262
	Iteration 60F: 3 clusters Score -629527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -629528.062500 Penalty: 4277.718262
	Iteration 61Q: 3 clusters Score -629528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -629528.875000 Penalty: 4277.718262
	Iteration 62Q: 3 clusters Score -629528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -629530.312500 Penalty: 4277.718262
	Iteration 63Q: 3 clusters Score -629530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -629530.687500 Penalty: 4277.718262
	Iteration 64Q: 3 clusters Score -629530.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -629533.125000 Penalty: 4277.718262
	Iteration 65Q: 3 clusters Score -629533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -629534.437500 Penalty: 4277.718262
	Iteration 66Q: 3 clusters Score -629534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -629534.687500 Penalty: 4277.718262
	Iteration 67Q: 3 clusters Score -629534.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -629535.062500 Penalty: 4277.718262
	Iteration 68Q: 3 clusters Score -629535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -629536.687500 Penalty: 4277.718262
	Iteration 69Q: 3 clusters Score -629536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -629539.437500 Penalty: 4277.718262
	Iteration 70Q: 3 clusters Score -629539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -629540.062500 Penalty: 4277.718262
	Iteration 71Q: 3 clusters Score -629540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -629539.625000 Penalty: 4277.718262
	Iteration 72Q: 3 clusters Score -629539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -629539.812500 Penalty: 4277.718262
	Iteration 73Q: 3 clusters Score -629539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -629541.750000 Penalty: 4277.718262
	Iteration 74Q: 3 clusters Score -629541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -629542.687500 Penalty: 4277.718262
	Iteration 75Q: 3 clusters Score -629542.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -629546.000000 Penalty: 4277.718262
	Iteration 76Q: 3 clusters Score -629546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -629547.312500 Penalty: 4277.718262
	Iteration 77Q: 3 clusters Score -629547.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -629550.875000 Penalty: 4277.718262
	Iteration 78Q: 3 clusters Score -629550.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -629556.875000 Penalty: 4277.718262
	Iteration 79Q: 3 clusters Score -629556.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -629557.062500 Penalty: 4277.718262
	Iteration 80F: 3 clusters Score -629557.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -629561.062500 Penalty: 4277.718262
	Iteration 81Q: 3 clusters Score -629561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -629562.687500 Penalty: 4277.718262
	Iteration 82Q: 3 clusters Score -629562.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -629565.000000 Penalty: 4277.718262
	Iteration 83Q: 3 clusters Score -629565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -629568.875000 Penalty: 4277.718262
	Iteration 84Q: 3 clusters Score -629568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -629574.562500 Penalty: 4277.718262
	Iteration 85Q: 3 clusters Score -629574.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -629579.500000 Penalty: 4277.718262
	Iteration 86Q: 3 clusters Score -629579.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -629581.937500 Penalty: 4277.718262
	Iteration 87Q: 3 clusters Score -629581.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -629584.750000 Penalty: 4277.718262
	Iteration 88Q: 3 clusters Score -629584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -629585.062500 Penalty: 4277.718262
	Iteration 89Q: 3 clusters Score -629585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -629587.625000 Penalty: 4277.718262
	Iteration 90Q: 3 clusters Score -629587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -629589.812500 Penalty: 4277.718262
	Iteration 91Q: 3 clusters Score -629589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -629590.125000 Penalty: 4277.718262
	Iteration 92Q: 3 clusters Score -629590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -629589.937500 Penalty: 4277.718262
	Iteration 93Q: 3 clusters Score -629589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -629591.875000 Penalty: 4277.718262
	Iteration 94Q: 3 clusters Score -629591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -629593.000000 Penalty: 4277.718262
	Iteration 95Q: 3 clusters Score -629593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -629593.437500 Penalty: 4277.718262
	Iteration 96Q: 3 clusters Score -629593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -629595.500000 Penalty: 4277.718262
	Iteration 97Q: 3 clusters Score -629595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -629597.437500 Penalty: 4277.718262
	Iteration 98Q: 3 clusters Score -629597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -629600.125000 Penalty: 4277.718262
	Iteration 99Q: 3 clusters Score -629600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -629600.312500 Penalty: 4277.718262
	Iteration 100F: 3 clusters Score -629600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -629601.062500 Penalty: 4277.718262
	Iteration 101Q: 3 clusters Score -629601.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -629602.000000 Penalty: 4277.718262
	Iteration 102Q: 3 clusters Score -629602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -629603.125000 Penalty: 4277.718262
	Iteration 103Q: 3 clusters Score -629603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -629604.312500 Penalty: 4277.718262
	Iteration 104Q: 3 clusters Score -629604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -629604.000000 Penalty: 4277.718262
	Iteration 105Q: 3 clusters Score -629604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -629604.000000 Penalty: 4277.718262
	Iteration 106F: 3 clusters Score -629604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -103447.765625 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -103447.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -102013.710938 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -102013.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -102982.000000 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -102982 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103320.835938 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -103320.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103528.585938 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -103528.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103601.085938 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -103601.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -103623.726562 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -103623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103636.984375 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -103637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103638.195312 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -103638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103638.195312 Penalty: 3313.081299
	Iteration 8F: 3 clusters Score -103638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 17912 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34051 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187968 members 
Mstep: Class 13 contains 186910 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17269 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43304 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52374 members 
Mstep: Class 27 contains 25679 members 
Mstep: Class 28 contains 52508 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175601 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41565 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9900 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5843 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4955 members 
Mstep: Class 51 contains 34420 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25433 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6467 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8441 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 295 members 
Mstep: Class 66 contains 7059 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11248 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 501 members 
Entering Unmasked Estep 
Score: -133759728.000000 Penalty: 260018.453125
Splitting cluster 65 changes total score from -133761560.000000 to -133759728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (7059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Entering Unmasked Estep 
Score: -815765.125000 Penalty: 2197.790527
	Iteration 0F: 2 clusters Score -815765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -809961.375000 Penalty: 4395.581055
	Iteration 0F: 3 clusters Score -809961.4 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -811571.187500 Penalty: 4395.581055
	Iteration 1F: 3 clusters Score -811571.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -811815.437500 Penalty: 4395.581055
	Iteration 2F: 3 clusters Score -811815.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -812009.437500 Penalty: 4395.581055
	Iteration 3F: 3 clusters Score -812009.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -812155.562500 Penalty: 4395.581055
	Iteration 4Q: 3 clusters Score -812155.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -812266.437500 Penalty: 4395.581055
	Iteration 5Q: 3 clusters Score -812266.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -812384.375000 Penalty: 4395.581055
	Iteration 6Q: 3 clusters Score -812384.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -812515.187500 Penalty: 4395.581055
	Iteration 7Q: 3 clusters Score -812515.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -812663.812500 Penalty: 4395.581055
	Iteration 8Q: 3 clusters Score -812663.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -812828.937500 Penalty: 4395.581055
	Iteration 9Q: 3 clusters Score -812828.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -813008.250000 Penalty: 4395.581055
	Iteration 10Q: 3 clusters Score -813008.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -813184.062500 Penalty: 4395.581055
	Iteration 11Q: 3 clusters Score -813184.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -813338.937500 Penalty: 4395.581055
	Iteration 12Q: 3 clusters Score -813338.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -813478.000000 Penalty: 4395.581055
	Iteration 13Q: 3 clusters Score -813478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -813590.312500 Penalty: 4395.581055
	Iteration 14Q: 3 clusters Score -813590.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -813694.000000 Penalty: 4395.581055
	Iteration 15Q: 3 clusters Score -813694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -813781.562500 Penalty: 4395.581055
	Iteration 16Q: 3 clusters Score -813781.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -813843.562500 Penalty: 4395.581055
	Iteration 17Q: 3 clusters Score -813843.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -813885.062500 Penalty: 4395.581055
	Iteration 18Q: 3 clusters Score -813885.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -813917.687500 Penalty: 4395.581055
	Iteration 19Q: 3 clusters Score -813917.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -813945.625000 Penalty: 4395.581055
	Iteration 20F: 3 clusters Score -813945.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -813964.500000 Penalty: 4395.581055
	Iteration 21Q: 3 clusters Score -813964.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -813977.937500 Penalty: 4395.581055
	Iteration 22Q: 3 clusters Score -813977.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -813985.562500 Penalty: 4395.581055
	Iteration 23Q: 3 clusters Score -813985.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -813992.875000 Penalty: 4395.581055
	Iteration 24Q: 3 clusters Score -813992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -813995.687500 Penalty: 4395.581055
	Iteration 25Q: 3 clusters Score -813995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -813996.500000 Penalty: 4395.581055
	Iteration 26Q: 3 clusters Score -813996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -813997.500000 Penalty: 4395.581055
	Iteration 27Q: 3 clusters Score -813997.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -813998.000000 Penalty: 4395.581055
	Iteration 28Q: 3 clusters Score -813998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -814000.625000 Penalty: 4395.581055
	Iteration 29Q: 3 clusters Score -814000.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -814004.250000 Penalty: 4395.581055
	Iteration 30Q: 3 clusters Score -814004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -814003.875000 Penalty: 4395.581055
	Iteration 31Q: 3 clusters Score -814003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -814005.000000 Penalty: 4395.581055
	Iteration 32Q: 3 clusters Score -814005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -814006.250000 Penalty: 4395.581055
	Iteration 33Q: 3 clusters Score -814006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -814007.250000 Penalty: 4395.581055
	Iteration 34Q: 3 clusters Score -814007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -814009.250000 Penalty: 4395.581055
	Iteration 35Q: 3 clusters Score -814009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -814012.312500 Penalty: 4395.581055
	Iteration 36Q: 3 clusters Score -814012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -814014.250000 Penalty: 4395.581055
	Iteration 37Q: 3 clusters Score -814014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -814018.375000 Penalty: 4395.581055
	Iteration 38Q: 3 clusters Score -814018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -814019.125000 Penalty: 4395.581055
	Iteration 39Q: 3 clusters Score -814019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -814020.375000 Penalty: 4395.581055
	Iteration 40F: 3 clusters Score -814020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -814020.562500 Penalty: 4395.581055
	Iteration 41Q: 3 clusters Score -814020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -814020.500000 Penalty: 4395.581055
	Iteration 42Q: 3 clusters Score -814020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -814021.000000 Penalty: 4395.581055
	Iteration 43Q: 3 clusters Score -814021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -814022.062500 Penalty: 4395.581055
	Iteration 44Q: 3 clusters Score -814022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -814025.687500 Penalty: 4395.581055
	Iteration 45Q: 3 clusters Score -814025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -814028.062500 Penalty: 4395.581055
	Iteration 46Q: 3 clusters Score -814028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -814027.875000 Penalty: 4395.581055
	Iteration 47Q: 3 clusters Score -814027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -814028.687500 Penalty: 4395.581055
	Iteration 48Q: 3 clusters Score -814028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -814029.187500 Penalty: 4395.581055
	Iteration 49Q: 3 clusters Score -814029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -814030.500000 Penalty: 4395.581055
	Iteration 50Q: 3 clusters Score -814030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -814031.125000 Penalty: 4395.581055
	Iteration 51Q: 3 clusters Score -814031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -814031.125000 Penalty: 4395.581055
	Iteration 52Q: 3 clusters Score -814031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -814032.875000 Penalty: 4395.581055
	Iteration 53Q: 3 clusters Score -814032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -814032.875000 Penalty: 4395.581055
	Iteration 54Q: 3 clusters Score -814032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -814033.687500 Penalty: 4395.581055
	Iteration 55Q: 3 clusters Score -814033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -814033.687500 Penalty: 4395.581055
	Iteration 56F: 3 clusters Score -814033.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -409238.718750 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -409238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -406132.718750 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -406132.7 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -406870.312500 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -406870.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -407087.906250 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -407087.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -407259.187500 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -407259.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -407433.531250 Penalty: 3940.644043
	Iteration 4F: 3 clusters Score -407433.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -407578.843750 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -407578.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -407669.781250 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -407669.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -407758.250000 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -407758.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -407833.843750 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -407833.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -407903.218750 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -407903.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -407966.843750 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -407966.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -408053.468750 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -408053.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -408126.750000 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -408126.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -408214.937500 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -408214.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -408313.343750 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -408313.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -408376.375000 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -408376.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -408414.500000 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -408414.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -408432.312500 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -408432.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -408446.343750 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -408446.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -408451.468750 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -408451.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -408454.875000 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -408454.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -408459.218750 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -408459.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -408464.062500 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -408464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -408467.312500 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -408467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -408469.562500 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -408469.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -408472.593750 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -408472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -408475.843750 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -408475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -408478.968750 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -408479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -408481.656250 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -408481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -408483.093750 Penalty: 3940.644043
	Iteration 29Q: 3 clusters Score -408483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -408484.375000 Penalty: 3940.644043
	Iteration 30Q: 3 clusters Score -408484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -408489.187500 Penalty: 3940.644043
	Iteration 31Q: 3 clusters Score -408489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -408490.843750 Penalty: 3940.644043
	Iteration 32Q: 3 clusters Score -408490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -408491.343750 Penalty: 3940.644043
	Iteration 33Q: 3 clusters Score -408491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -408492.375000 Penalty: 3940.644043
	Iteration 34Q: 3 clusters Score -408492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -408493.593750 Penalty: 3940.644043
	Iteration 35Q: 3 clusters Score -408493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -408494.906250 Penalty: 3940.644043
	Iteration 36Q: 3 clusters Score -408494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -408497.093750 Penalty: 3940.644043
	Iteration 37Q: 3 clusters Score -408497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -408497.562500 Penalty: 3940.644043
	Iteration 38Q: 3 clusters Score -408497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -408497.906250 Penalty: 3940.644043
	Iteration 39Q: 3 clusters Score -408497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -408497.593750 Penalty: 3940.644043
	Iteration 40F: 3 clusters Score -408497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -408498.656250 Penalty: 3940.644043
	Iteration 41Q: 3 clusters Score -408498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -408499.125000 Penalty: 3940.644043
	Iteration 42Q: 3 clusters Score -408499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -408500.281250 Penalty: 3940.644043
	Iteration 43Q: 3 clusters Score -408500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -408501.406250 Penalty: 3940.644043
	Iteration 44Q: 3 clusters Score -408501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -408501.437500 Penalty: 3940.644043
	Iteration 45Q: 3 clusters Score -408501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -408503.531250 Penalty: 3940.644043
	Iteration 46Q: 3 clusters Score -408503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -408505.062500 Penalty: 3940.644043
	Iteration 47Q: 3 clusters Score -408505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -408505.312500 Penalty: 3940.644043
	Iteration 48Q: 3 clusters Score -408505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -408505.312500 Penalty: 3940.644043
	Iteration 49F: 3 clusters Score -408505.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (11248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Entering Unmasked Estep 
Score: -1307537.125000 Penalty: 2313.330566
	Iteration 0F: 2 clusters Score -1307537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1299168.000000 Penalty: 4626.661133
	Iteration 0F: 3 clusters Score -1299168 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1301709.375000 Penalty: 4626.661133
	Iteration 1F: 3 clusters Score -1301709 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1302081.750000 Penalty: 4626.661133
	Iteration 2F: 3 clusters Score -1302082 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1302420.125000 Penalty: 4626.661133
	Iteration 3F: 3 clusters Score -1302420 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1302778.875000 Penalty: 4626.661133
	Iteration 4F: 3 clusters Score -1302779 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1303190.250000 Penalty: 4626.661133
	Iteration 5F: 3 clusters Score -1303190 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1303592.125000 Penalty: 4626.661133
	Iteration 6F: 3 clusters Score -1303592 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1303990.375000 Penalty: 4626.661133
	Iteration 7F: 3 clusters Score -1303990 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1304368.875000 Penalty: 4626.661133
	Iteration 8F: 3 clusters Score -1304369 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1304658.000000 Penalty: 4626.661133
	Iteration 9Q: 3 clusters Score -1304658 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1304842.250000 Penalty: 4626.661133
	Iteration 10Q: 3 clusters Score -1304842 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1304962.875000 Penalty: 4626.661133
	Iteration 11Q: 3 clusters Score -1304963 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1305050.125000 Penalty: 4626.661133
	Iteration 12Q: 3 clusters Score -1305050 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1305097.375000 Penalty: 4626.661133
	Iteration 13Q: 3 clusters Score -1305097 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1305140.625000 Penalty: 4626.661133
	Iteration 14Q: 3 clusters Score -1305141 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1305176.625000 Penalty: 4626.661133
	Iteration 15Q: 3 clusters Score -1305177 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1305210.875000 Penalty: 4626.661133
	Iteration 16Q: 3 clusters Score -1305211 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1305240.000000 Penalty: 4626.661133
	Iteration 17Q: 3 clusters Score -1305240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1305270.000000 Penalty: 4626.661133
	Iteration 18Q: 3 clusters Score -1305270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1305295.125000 Penalty: 4626.661133
	Iteration 19Q: 3 clusters Score -1305295 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1305323.000000 Penalty: 4626.661133
	Iteration 20F: 3 clusters Score -1305323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1305335.000000 Penalty: 4626.661133
	Iteration 21Q: 3 clusters Score -1305335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1305352.375000 Penalty: 4626.661133
	Iteration 22Q: 3 clusters Score -1305352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1305372.125000 Penalty: 4626.661133
	Iteration 23Q: 3 clusters Score -1305372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1305387.625000 Penalty: 4626.661133
	Iteration 24Q: 3 clusters Score -1305388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1305403.375000 Penalty: 4626.661133
	Iteration 25Q: 3 clusters Score -1305403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1305412.375000 Penalty: 4626.661133
	Iteration 26Q: 3 clusters Score -1305412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1305423.125000 Penalty: 4626.661133
	Iteration 27Q: 3 clusters Score -1305423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1305429.625000 Penalty: 4626.661133
	Iteration 28Q: 3 clusters Score -1305430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1305442.250000 Penalty: 4626.661133
	Iteration 29Q: 3 clusters Score -1305442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1305451.000000 Penalty: 4626.661133
	Iteration 30Q: 3 clusters Score -1305451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1305463.500000 Penalty: 4626.661133
	Iteration 31Q: 3 clusters Score -1305464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1305467.625000 Penalty: 4626.661133
	Iteration 32Q: 3 clusters Score -1305468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1305470.500000 Penalty: 4626.661133
	Iteration 33Q: 3 clusters Score -1305470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1305474.000000 Penalty: 4626.661133
	Iteration 34Q: 3 clusters Score -1305474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1305478.250000 Penalty: 4626.661133
	Iteration 35Q: 3 clusters Score -1305478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1305485.375000 Penalty: 4626.661133
	Iteration 36Q: 3 clusters Score -1305485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1305491.125000 Penalty: 4626.661133
	Iteration 37Q: 3 clusters Score -1305491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1305502.000000 Penalty: 4626.661133
	Iteration 38Q: 3 clusters Score -1305502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1305518.750000 Penalty: 4626.661133
	Iteration 39Q: 3 clusters Score -1305519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1305531.625000 Penalty: 4626.661133
	Iteration 40F: 3 clusters Score -1305532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1305542.500000 Penalty: 4626.661133
	Iteration 41Q: 3 clusters Score -1305542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1305552.125000 Penalty: 4626.661133
	Iteration 42Q: 3 clusters Score -1305552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1305563.500000 Penalty: 4626.661133
	Iteration 43Q: 3 clusters Score -1305564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1305570.750000 Penalty: 4626.661133
	Iteration 44Q: 3 clusters Score -1305571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1305574.875000 Penalty: 4626.661133
	Iteration 45Q: 3 clusters Score -1305575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1305577.875000 Penalty: 4626.661133
	Iteration 46Q: 3 clusters Score -1305578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1305578.500000 Penalty: 4626.661133
	Iteration 47Q: 3 clusters Score -1305578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1305584.875000 Penalty: 4626.661133
	Iteration 48Q: 3 clusters Score -1305585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1305591.875000 Penalty: 4626.661133
	Iteration 49Q: 3 clusters Score -1305592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1305596.000000 Penalty: 4626.661133
	Iteration 50Q: 3 clusters Score -1305596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1305599.250000 Penalty: 4626.661133
	Iteration 51Q: 3 clusters Score -1305599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1305601.375000 Penalty: 4626.661133
	Iteration 52Q: 3 clusters Score -1305601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1305602.625000 Penalty: 4626.661133
	Iteration 53Q: 3 clusters Score -1305603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1305605.375000 Penalty: 4626.661133
	Iteration 54Q: 3 clusters Score -1305605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1305605.000000 Penalty: 4626.661133
	Iteration 55Q: 3 clusters Score -1305605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1305606.375000 Penalty: 4626.661133
	Iteration 56Q: 3 clusters Score -1305606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1305607.125000 Penalty: 4626.661133
	Iteration 57Q: 3 clusters Score -1305607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1305608.000000 Penalty: 4626.661133
	Iteration 58Q: 3 clusters Score -1305608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1305607.875000 Penalty: 4626.661133
	Iteration 59Q: 3 clusters Score -1305608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1305605.875000 Penalty: 4626.661133
	Iteration 60F: 3 clusters Score -1305606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1305604.875000 Penalty: 4626.661133
	Iteration 61Q: 3 clusters Score -1305605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1305605.125000 Penalty: 4626.661133
	Iteration 62Q: 3 clusters Score -1305605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1305608.375000 Penalty: 4626.661133
	Iteration 63Q: 3 clusters Score -1305608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1305606.875000 Penalty: 4626.661133
	Iteration 64Q: 3 clusters Score -1305607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1305609.375000 Penalty: 4626.661133
	Iteration 65Q: 3 clusters Score -1305609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1305609.000000 Penalty: 4626.661133
	Iteration 66Q: 3 clusters Score -1305609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1305608.000000 Penalty: 4626.661133
	Iteration 67Q: 3 clusters Score -1305608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1305608.000000 Penalty: 4626.661133
	Iteration 68F: 3 clusters Score -1305608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -459606.500000 Penalty: 2057.234131
	Iteration 0F: 2 clusters Score -459606.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -455725.656250 Penalty: 4114.468262
	Iteration 0F: 3 clusters Score -455725.7 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -456607.281250 Penalty: 4114.468262
	Iteration 1F: 3 clusters Score -456607.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -456826.781250 Penalty: 4114.468262
	Iteration 2F: 3 clusters Score -456826.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -456999.562500 Penalty: 4114.468262
	Iteration 3F: 3 clusters Score -456999.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -457119.593750 Penalty: 4114.468262
	Iteration 4Q: 3 clusters Score -457119.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -457231.437500 Penalty: 4114.468262
	Iteration 5Q: 3 clusters Score -457231.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -457337.906250 Penalty: 4114.468262
	Iteration 6Q: 3 clusters Score -457337.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -457432.343750 Penalty: 4114.468262
	Iteration 7Q: 3 clusters Score -457432.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -457527.843750 Penalty: 4114.468262
	Iteration 8Q: 3 clusters Score -457527.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -457613.625000 Penalty: 4114.468262
	Iteration 9Q: 3 clusters Score -457613.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -457679.468750 Penalty: 4114.468262
	Iteration 10Q: 3 clusters Score -457679.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -457770.437500 Penalty: 4114.468262
	Iteration 11Q: 3 clusters Score -457770.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -457847.031250 Penalty: 4114.468262
	Iteration 12Q: 3 clusters Score -457847 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -457914.187500 Penalty: 4114.468262
	Iteration 13Q: 3 clusters Score -457914.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -457958.781250 Penalty: 4114.468262
	Iteration 14Q: 3 clusters Score -457958.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -457996.343750 Penalty: 4114.468262
	Iteration 15Q: 3 clusters Score -457996.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -458015.812500 Penalty: 4114.468262
	Iteration 16Q: 3 clusters Score -458015.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -458033.406250 Penalty: 4114.468262
	Iteration 17Q: 3 clusters Score -458033.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -458046.781250 Penalty: 4114.468262
	Iteration 18Q: 3 clusters Score -458046.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -458054.156250 Penalty: 4114.468262
	Iteration 19Q: 3 clusters Score -458054.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -458057.687500 Penalty: 4114.468262
	Iteration 20F: 3 clusters Score -458057.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -458062.062500 Penalty: 4114.468262
	Iteration 21Q: 3 clusters Score -458062.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -458066.750000 Penalty: 4114.468262
	Iteration 22Q: 3 clusters Score -458066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -458068.312500 Penalty: 4114.468262
	Iteration 23Q: 3 clusters Score -458068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -458069.406250 Penalty: 4114.468262
	Iteration 24Q: 3 clusters Score -458069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -458070.281250 Penalty: 4114.468262
	Iteration 25Q: 3 clusters Score -458070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -458069.812500 Penalty: 4114.468262
	Iteration 26Q: 3 clusters Score -458069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -458069.812500 Penalty: 4114.468262
	Iteration 27F: 3 clusters Score -458069.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -25008.470703 Penalty: 1299.953247
	Iteration 0F: 2 clusters Score -25008.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23891.347656 Penalty: 2599.906494
	Iteration 0F: 3 clusters Score -23891.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23988.808594 Penalty: 2599.906494
	Iteration 1F: 3 clusters Score -23988.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24050.031250 Penalty: 2599.906494
	Iteration 2Q: 3 clusters Score -24050.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24055.658203 Penalty: 2599.906494
	Iteration 3Q: 3 clusters Score -24055.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24058.740234 Penalty: 2599.906494
	Iteration 4Q: 3 clusters Score -24058.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24058.740234 Penalty: 2599.906494
	Iteration 5F: 3 clusters Score -24058.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -55643.523438 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -55643.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54230.917969 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -54230.92 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54478.859375 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -54478.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54660.179688 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -54660.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54761.664062 Penalty: 2981.588623
	Iteration 3F: 3 clusters Score -54761.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54822.050781 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -54822.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54877.433594 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -54877.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54893.500000 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -54893.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54930.800781 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -54930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54942.101562 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -54942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54972.144531 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -54972.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54994.820312 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -54994.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55024.410156 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -55024.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55066.277344 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -55066.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55072.062500 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -55072.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55082.058594 Penalty: 2981.588623
	Iteration 14Q: 3 clusters Score -55082.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55082.296875 Penalty: 2981.588623
	Iteration 15F: 3 clusters Score -55082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55097.667969 Penalty: 2981.588623
	Iteration 16Q: 3 clusters Score -55097.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55134.921875 Penalty: 2981.588623
	Iteration 17Q: 3 clusters Score -55134.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55209.500000 Penalty: 2981.588623
	Iteration 18Q: 3 clusters Score -55209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55220.355469 Penalty: 2981.588623
	Iteration 19Q: 3 clusters Score -55220.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55255.898438 Penalty: 2981.588623
	Iteration 20F: 3 clusters Score -55255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55257.519531 Penalty: 2981.588623
	Iteration 21Q: 3 clusters Score -55257.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55257.519531 Penalty: 2981.588623
	Iteration 22F: 3 clusters Score -55257.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (4203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Entering Unmasked Estep 
Score: -478835.218750 Penalty: 2069.201172
	Iteration 0F: 2 clusters Score -478835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -474794.281250 Penalty: 4138.402344
	Iteration 0F: 3 clusters Score -474794.3 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -475688.781250 Penalty: 4138.402344
	Iteration 1F: 3 clusters Score -475688.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -475907.781250 Penalty: 4138.402344
	Iteration 2F: 3 clusters Score -475907.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -476059.031250 Penalty: 4138.402344
	Iteration 3F: 3 clusters Score -476059 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -476190.250000 Penalty: 4138.402344
	Iteration 4Q: 3 clusters Score -476190.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -476341.312500 Penalty: 4138.402344
	Iteration 5Q: 3 clusters Score -476341.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -476491.000000 Penalty: 4138.402344
	Iteration 6Q: 3 clusters Score -476491 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -476646.218750 Penalty: 4138.402344
	Iteration 7Q: 3 clusters Score -476646.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -476802.125000 Penalty: 4138.402344
	Iteration 8Q: 3 clusters Score -476802.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -476930.937500 Penalty: 4138.402344
	Iteration 9Q: 3 clusters Score -476930.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -477041.531250 Penalty: 4138.402344
	Iteration 10Q: 3 clusters Score -477041.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -477124.218750 Penalty: 4138.402344
	Iteration 11Q: 3 clusters Score -477124.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -477191.562500 Penalty: 4138.402344
	Iteration 12Q: 3 clusters Score -477191.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -477236.156250 Penalty: 4138.402344
	Iteration 13Q: 3 clusters Score -477236.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -477278.562500 Penalty: 4138.402344
	Iteration 14Q: 3 clusters Score -477278.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -477313.781250 Penalty: 4138.402344
	Iteration 15Q: 3 clusters Score -477313.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -477337.718750 Penalty: 4138.402344
	Iteration 16Q: 3 clusters Score -477337.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -477361.187500 Penalty: 4138.402344
	Iteration 17Q: 3 clusters Score -477361.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -477377.000000 Penalty: 4138.402344
	Iteration 18Q: 3 clusters Score -477377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -477386.812500 Penalty: 4138.402344
	Iteration 19Q: 3 clusters Score -477386.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -477393.687500 Penalty: 4138.402344
	Iteration 20F: 3 clusters Score -477393.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -477398.062500 Penalty: 4138.402344
	Iteration 21Q: 3 clusters Score -477398.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -477406.687500 Penalty: 4138.402344
	Iteration 22Q: 3 clusters Score -477406.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -477414.468750 Penalty: 4138.402344
	Iteration 23Q: 3 clusters Score -477414.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -477420.937500 Penalty: 4138.402344
	Iteration 24Q: 3 clusters Score -477420.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -477431.187500 Penalty: 4138.402344
	Iteration 25Q: 3 clusters Score -477431.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -477441.968750 Penalty: 4138.402344
	Iteration 26Q: 3 clusters Score -477442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -477456.031250 Penalty: 4138.402344
	Iteration 27Q: 3 clusters Score -477456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -477465.843750 Penalty: 4138.402344
	Iteration 28Q: 3 clusters Score -477465.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -477481.375000 Penalty: 4138.402344
	Iteration 29Q: 3 clusters Score -477481.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -477496.562500 Penalty: 4138.402344
	Iteration 30Q: 3 clusters Score -477496.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -477510.781250 Penalty: 4138.402344
	Iteration 31Q: 3 clusters Score -477510.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -477520.718750 Penalty: 4138.402344
	Iteration 32Q: 3 clusters Score -477520.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -477529.281250 Penalty: 4138.402344
	Iteration 33Q: 3 clusters Score -477529.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -477534.437500 Penalty: 4138.402344
	Iteration 34Q: 3 clusters Score -477534.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -477538.000000 Penalty: 4138.402344
	Iteration 35Q: 3 clusters Score -477538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -477542.000000 Penalty: 4138.402344
	Iteration 36Q: 3 clusters Score -477542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -477543.812500 Penalty: 4138.402344
	Iteration 37Q: 3 clusters Score -477543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -477546.468750 Penalty: 4138.402344
	Iteration 38Q: 3 clusters Score -477546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -477546.437500 Penalty: 4138.402344
	Iteration 39Q: 3 clusters Score -477546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -477548.375000 Penalty: 4138.402344
	Iteration 40F: 3 clusters Score -477548.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -477551.468750 Penalty: 4138.402344
	Iteration 41Q: 3 clusters Score -477551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -477554.312500 Penalty: 4138.402344
	Iteration 42Q: 3 clusters Score -477554.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -477558.312500 Penalty: 4138.402344
	Iteration 43Q: 3 clusters Score -477558.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -477562.093750 Penalty: 4138.402344
	Iteration 44Q: 3 clusters Score -477562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -477565.718750 Penalty: 4138.402344
	Iteration 45Q: 3 clusters Score -477565.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -477567.156250 Penalty: 4138.402344
	Iteration 46Q: 3 clusters Score -477567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -477568.218750 Penalty: 4138.402344
	Iteration 47Q: 3 clusters Score -477568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -477569.656250 Penalty: 4138.402344
	Iteration 48Q: 3 clusters Score -477569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -477569.437500 Penalty: 4138.402344
	Iteration 49Q: 3 clusters Score -477569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -477569.437500 Penalty: 4138.402344
	Iteration 50F: 3 clusters Score -477569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -100097.492188 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -100097.5 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 313 members 
Entering Unmasked Estep 
Score: -98478.351562 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -98478.35 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -98775.367188 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -98775.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98912.992188 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -98912.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99033.421875 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -99033.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99115.125000 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -99115.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99191.367188 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -99191.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99243.750000 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -99243.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99266.273438 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -99266.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99275.453125 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -99275.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -99289.429688 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -99289.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99300.023438 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -99300.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99309.703125 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -99309.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99313.085938 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -99313.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -99314.984375 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -99314.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -99318.515625 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -99318.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -99320.781250 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -99320.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -99320.781250 Penalty: 3207.978516
	Iteration 16F: 3 clusters Score -99320.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -94185.593750 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -94185.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92494.750000 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -92494.75 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92824.765625 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -92824.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92993.359375 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -92993.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -93102.562500 Penalty: 3237.867188
	Iteration 3Q: 3 clusters Score -93102.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93185.835938 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -93185.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93284.492188 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -93284.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93386.562500 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -93386.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93526.265625 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -93526.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93632.531250 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -93632.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93702.570312 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -93702.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93745.492188 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -93745.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93759.023438 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -93759.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93768.679688 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -93768.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -93803.132812 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -93803.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -93811.992188 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -93811.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93816.437500 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -93816.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93820.851562 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -93820.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93823.304688 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -93823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93826.984375 Penalty: 3237.867188
	Iteration 18Q: 3 clusters Score -93826.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93831.867188 Penalty: 3237.867188
	Iteration 19Q: 3 clusters Score -93831.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93833.304688 Penalty: 3237.867188
	Iteration 20F: 3 clusters Score -93833.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 17912 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34051 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187968 members 
Mstep: Class 13 contains 186910 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17269 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43304 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52374 members 
Mstep: Class 27 contains 25679 members 
Mstep: Class 28 contains 52508 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10391 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175601 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41565 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9900 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5843 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4955 members 
Mstep: Class 51 contains 34420 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25433 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6467 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8441 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7059 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11248 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761320.000000 Penalty: 256551.531250
Iteration 239Q: 75 clusters Score -1.337613e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 17911 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34042 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 10030 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187971 members 
Mstep: Class 13 contains 186911 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17265 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43299 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52376 members 
Mstep: Class 27 contains 25677 members 
Mstep: Class 28 contains 52499 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175600 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41558 members 
Mstep: Class 36 contains 6000 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9898 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5845 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4957 members 
Mstep: Class 51 contains 34431 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25430 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6466 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8441 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7096 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11249 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761448.000000 Penalty: 256551.531250
Iteration 240F: 75 clusters Score -1.337614e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 17908 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34035 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 10034 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187981 members 
Mstep: Class 13 contains 186907 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17260 members 
Mstep: Class 21 contains 13261 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43297 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52368 members 
Mstep: Class 27 contains 25676 members 
Mstep: Class 28 contains 52492 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10393 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175599 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 41555 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9898 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5848 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4957 members 
Mstep: Class 51 contains 34439 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25428 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6464 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8442 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7137 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11250 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761440.000000 Penalty: 256551.531250
Iteration 241Q: 75 clusters Score -1.337614e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 17905 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34028 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 10038 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187979 members 
Mstep: Class 13 contains 186907 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17260 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43298 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52358 members 
Mstep: Class 27 contains 25674 members 
Mstep: Class 28 contains 52483 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175599 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41553 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9898 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8530 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5855 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4957 members 
Mstep: Class 51 contains 34449 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25425 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6462 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8442 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7181 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11250 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761384.000000 Penalty: 256551.531250
Iteration 242Q: 75 clusters Score -1.337614e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 17905 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34016 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 10045 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187967 members 
Mstep: Class 13 contains 186908 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17252 members 
Mstep: Class 21 contains 13263 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43294 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52346 members 
Mstep: Class 27 contains 25670 members 
Mstep: Class 28 contains 52471 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175598 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41547 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2281 members 
Mstep: Class 41 contains 9897 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5870 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4957 members 
Mstep: Class 51 contains 34462 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25424 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6464 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8443 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7224 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11250 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761456.000000 Penalty: 256551.531250
Iteration 243Q: 75 clusters Score -1.337615e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 17905 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 34003 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187964 members 
Mstep: Class 13 contains 186913 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17248 members 
Mstep: Class 21 contains 13268 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43287 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52342 members 
Mstep: Class 27 contains 25665 members 
Mstep: Class 28 contains 52470 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10394 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175595 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41540 members 
Mstep: Class 36 contains 5998 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2281 members 
Mstep: Class 41 contains 9897 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5878 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4957 members 
Mstep: Class 51 contains 34464 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25423 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6463 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8443 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7272 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11251 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761560.000000 Penalty: 256551.531250
Iteration 244Q: 75 clusters Score -1.337616e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 17904 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33993 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10054 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187963 members 
Mstep: Class 13 contains 186902 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17244 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43279 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 52342 members 
Mstep: Class 27 contains 25663 members 
Mstep: Class 28 contains 52469 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10397 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175596 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 41536 members 
Mstep: Class 36 contains 5997 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2281 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11088 members 
Mstep: Class 48 contains 5886 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4957 members 
Mstep: Class 51 contains 34469 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25420 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6463 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8443 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7322 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11253 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761592.000000 Penalty: 256551.531250
Iteration 245Q: 75 clusters Score -1.337616e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 17903 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33979 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10059 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187960 members 
Mstep: Class 13 contains 186905 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17245 members 
Mstep: Class 21 contains 13272 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43279 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11542 members 
Mstep: Class 26 contains 52334 members 
Mstep: Class 27 contains 25662 members 
Mstep: Class 28 contains 52468 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 175596 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 41533 members 
Mstep: Class 36 contains 5996 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11087 members 
Mstep: Class 48 contains 5889 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4957 members 
Mstep: Class 51 contains 34471 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25418 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6464 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8443 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7376 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761608.000000 Penalty: 256551.531250
Iteration 246Q: 75 clusters Score -1.337616e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 17905 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33960 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10062 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187965 members 
Mstep: Class 13 contains 186906 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17244 members 
Mstep: Class 21 contains 13275 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43285 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 52322 members 
Mstep: Class 27 contains 25661 members 
Mstep: Class 28 contains 52465 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 4898 members 
Mstep: Class 33 contains 175595 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41531 members 
Mstep: Class 36 contains 5993 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2281 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11086 members 
Mstep: Class 48 contains 5900 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4957 members 
Mstep: Class 51 contains 34471 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25415 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6464 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8443 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7427 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761632.000000 Penalty: 256551.531250
Iteration 247Q: 75 clusters Score -1.337616e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 17907 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33946 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10065 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187969 members 
Mstep: Class 13 contains 186904 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17236 members 
Mstep: Class 21 contains 13278 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43283 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52315 members 
Mstep: Class 27 contains 25661 members 
Mstep: Class 28 contains 52462 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10400 members 
Mstep: Class 32 contains 4898 members 
Mstep: Class 33 contains 175596 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41525 members 
Mstep: Class 36 contains 5993 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2281 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5906 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4958 members 
Mstep: Class 51 contains 34474 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25409 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6468 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8443 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7480 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761592.000000 Penalty: 256551.531250
Iteration 248Q: 75 clusters Score -1.337616e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 17905 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33925 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187970 members 
Mstep: Class 13 contains 186907 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17232 members 
Mstep: Class 21 contains 13276 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43284 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 52303 members 
Mstep: Class 27 contains 25665 members 
Mstep: Class 28 contains 52459 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 4898 members 
Mstep: Class 33 contains 175595 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41523 members 
Mstep: Class 36 contains 5992 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 2281 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5915 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4958 members 
Mstep: Class 51 contains 34476 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25406 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6469 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8443 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7534 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761440.000000 Penalty: 256551.531250
Iteration 249Q: 75 clusters Score -1.337614e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 17906 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33909 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187976 members 
Mstep: Class 13 contains 186908 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17226 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43290 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 52284 members 
Mstep: Class 27 contains 25661 members 
Mstep: Class 28 contains 52455 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10401 members 
Mstep: Class 32 contains 4898 members 
Mstep: Class 33 contains 175597 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41517 members 
Mstep: Class 36 contains 5990 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5923 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4958 members 
Mstep: Class 51 contains 34481 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25400 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6471 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8443 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7585 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761448.000000 Penalty: 256551.531250
Iteration 250Q: 75 clusters Score -1.337614e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 17909 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33897 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187974 members 
Mstep: Class 13 contains 186905 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17222 members 
Mstep: Class 21 contains 13275 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43289 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11539 members 
Mstep: Class 26 contains 52257 members 
Mstep: Class 27 contains 25658 members 
Mstep: Class 28 contains 52453 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10402 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175595 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41510 members 
Mstep: Class 36 contains 5990 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5927 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34483 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25397 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6471 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8444 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7652 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761496.000000 Penalty: 256551.531250
Iteration 251Q: 75 clusters Score -1.337615e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 17911 members 
Mstep: Class 3 contains 21754 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33880 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187975 members 
Mstep: Class 13 contains 186903 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17221 members 
Mstep: Class 21 contains 13273 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43290 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11537 members 
Mstep: Class 26 contains 52231 members 
Mstep: Class 27 contains 25653 members 
Mstep: Class 28 contains 52450 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10403 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175597 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 41518 members 
Mstep: Class 36 contains 5990 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2281 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5928 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34487 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25396 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6471 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8445 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7713 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761600.000000 Penalty: 256551.531250
Iteration 252Q: 75 clusters Score -1.337616e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 17912 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 8779 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33861 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187980 members 
Mstep: Class 13 contains 186892 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17217 members 
Mstep: Class 21 contains 13272 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43291 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 52212 members 
Mstep: Class 27 contains 25649 members 
Mstep: Class 28 contains 52446 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10403 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175596 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 41516 members 
Mstep: Class 36 contains 5989 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2865 members 
Mstep: Class 40 contains 2281 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5933 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34492 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25394 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6477 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8447 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7788 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761688.000000 Penalty: 256551.531250
Iteration 253Q: 75 clusters Score -1.337617e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 17911 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33833 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187979 members 
Mstep: Class 13 contains 186885 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17212 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43288 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11539 members 
Mstep: Class 26 contains 52193 members 
Mstep: Class 27 contains 25646 members 
Mstep: Class 28 contains 52444 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175594 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 41516 members 
Mstep: Class 36 contains 5989 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2281 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5940 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34494 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25391 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6482 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8450 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7858 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761672.000000 Penalty: 256551.531250
Iteration 254Q: 75 clusters Score -1.337617e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 17910 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33798 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 188001 members 
Mstep: Class 13 contains 186880 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5376 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17212 members 
Mstep: Class 21 contains 13273 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43286 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52175 members 
Mstep: Class 27 contains 25646 members 
Mstep: Class 28 contains 52441 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175594 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41505 members 
Mstep: Class 36 contains 5989 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 5943 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34497 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25390 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6484 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8449 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7921 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761616.000000 Penalty: 256551.531250
Iteration 255Q: 75 clusters Score -1.337616e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 17914 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33787 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187998 members 
Mstep: Class 13 contains 186860 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17207 members 
Mstep: Class 21 contains 13272 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43282 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52166 members 
Mstep: Class 27 contains 25645 members 
Mstep: Class 28 contains 52437 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10403 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175596 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41497 members 
Mstep: Class 36 contains 5987 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5946 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34503 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25390 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6485 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 8449 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 7986 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761680.000000 Penalty: 256551.531250
Iteration 256Q: 75 clusters Score -1.337617e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 17916 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33770 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187997 members 
Mstep: Class 13 contains 186851 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17204 members 
Mstep: Class 21 contains 13275 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43278 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52154 members 
Mstep: Class 27 contains 25645 members 
Mstep: Class 28 contains 52435 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10403 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175601 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 41488 members 
Mstep: Class 36 contains 5988 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5947 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34505 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25390 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6485 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8449 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8049 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761552.000000 Penalty: 256551.531250
Iteration 257Q: 75 clusters Score -1.337616e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 17917 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33749 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187998 members 
Mstep: Class 13 contains 186851 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17202 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43273 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52145 members 
Mstep: Class 27 contains 25642 members 
Mstep: Class 28 contains 52432 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10403 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175608 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 41476 members 
Mstep: Class 36 contains 5988 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5948 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34508 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25388 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6487 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8450 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8108 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761544.000000 Penalty: 256551.531250
Iteration 258Q: 75 clusters Score -1.337615e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 17919 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33727 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187998 members 
Mstep: Class 13 contains 186851 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17200 members 
Mstep: Class 21 contains 13280 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43273 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11539 members 
Mstep: Class 26 contains 52124 members 
Mstep: Class 27 contains 25639 members 
Mstep: Class 28 contains 52429 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10403 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175608 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 41469 members 
Mstep: Class 36 contains 5987 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5952 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34510 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25385 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6490 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8450 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8171 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761480.000000 Penalty: 256551.531250
Iteration 259Q: 75 clusters Score -1.337615e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 17918 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33701 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 187994 members 
Mstep: Class 13 contains 186850 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 17200 members 
Mstep: Class 21 contains 13284 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43281 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52114 members 
Mstep: Class 27 contains 25640 members 
Mstep: Class 28 contains 52426 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10402 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175607 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41458 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5955 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34513 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25384 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6493 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8450 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8225 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11254 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761432.000000 Penalty: 256551.531250
Iteration 260F: 75 clusters Score -1.337614e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 17915 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 8779 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33681 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187985 members 
Mstep: Class 13 contains 186846 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17196 members 
Mstep: Class 21 contains 13283 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43286 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52106 members 
Mstep: Class 27 contains 25641 members 
Mstep: Class 28 contains 52423 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10401 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175608 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41452 members 
Mstep: Class 36 contains 5983 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 5961 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34517 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25383 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6494 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8450 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8272 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761536.000000 Penalty: 256551.531250
Iteration 261Q: 75 clusters Score -1.337615e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 17915 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33664 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187989 members 
Mstep: Class 13 contains 186844 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5376 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17192 members 
Mstep: Class 21 contains 13280 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43297 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52099 members 
Mstep: Class 27 contains 25640 members 
Mstep: Class 28 contains 52421 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10400 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175603 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41442 members 
Mstep: Class 36 contains 5983 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34518 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25380 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6496 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8450 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8313 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11256 members 
Mstep: Class 69 contains 4003 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761400.000000 Penalty: 256551.531250
Iteration 262Q: 75 clusters Score -1.337614e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 17916 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33648 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187995 members 
Mstep: Class 13 contains 186838 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5376 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17186 members 
Mstep: Class 21 contains 13283 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43298 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52082 members 
Mstep: Class 27 contains 25641 members 
Mstep: Class 28 contains 52419 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10400 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175606 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41436 members 
Mstep: Class 36 contains 5981 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 5975 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34523 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25381 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6494 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8450 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8347 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11256 members 
Mstep: Class 69 contains 4003 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761496.000000 Penalty: 256551.531250
Iteration 263Q: 75 clusters Score -1.337615e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 17916 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33636 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187985 members 
Mstep: Class 13 contains 186834 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17182 members 
Mstep: Class 21 contains 13282 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43298 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11539 members 
Mstep: Class 26 contains 52073 members 
Mstep: Class 27 contains 25639 members 
Mstep: Class 28 contains 52417 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10400 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 41434 members 
Mstep: Class 36 contains 5981 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 5979 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34526 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25380 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6495 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8451 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8391 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11256 members 
Mstep: Class 69 contains 4003 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761424.000000 Penalty: 256551.531250
Iteration 264Q: 75 clusters Score -1.337614e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 17916 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33626 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187984 members 
Mstep: Class 13 contains 186825 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17182 members 
Mstep: Class 21 contains 13282 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43299 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11539 members 
Mstep: Class 26 contains 52067 members 
Mstep: Class 27 contains 25637 members 
Mstep: Class 28 contains 52415 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10400 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175610 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 41427 members 
Mstep: Class 36 contains 5980 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34530 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25378 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6495 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8451 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8426 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11256 members 
Mstep: Class 69 contains 4003 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761400.000000 Penalty: 256551.531250
Iteration 265Q: 75 clusters Score -1.337614e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 17917 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33623 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187983 members 
Mstep: Class 13 contains 186821 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17181 members 
Mstep: Class 21 contains 13282 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43296 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11539 members 
Mstep: Class 26 contains 52053 members 
Mstep: Class 27 contains 25636 members 
Mstep: Class 28 contains 52415 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10400 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175610 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41421 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 5982 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34532 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25377 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6495 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8451 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8458 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11256 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761352.000000 Penalty: 256551.531250
Iteration 266Q: 75 clusters Score -1.337614e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 17916 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33616 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187984 members 
Mstep: Class 13 contains 186827 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17174 members 
Mstep: Class 21 contains 13284 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43294 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52037 members 
Mstep: Class 27 contains 25639 members 
Mstep: Class 28 contains 52414 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10400 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175608 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41414 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 5986 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34536 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25376 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6494 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8451 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8485 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11256 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761312.000000 Penalty: 256551.531250
Iteration 267Q: 75 clusters Score -1.337613e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 17916 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33603 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187989 members 
Mstep: Class 13 contains 186833 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17168 members 
Mstep: Class 21 contains 13284 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43291 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52027 members 
Mstep: Class 27 contains 25640 members 
Mstep: Class 28 contains 52414 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10400 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41410 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 5990 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34536 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25375 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6494 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8451 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8511 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761368.000000 Penalty: 256551.531250
Iteration 268Q: 75 clusters Score -1.337614e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 17917 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33583 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187994 members 
Mstep: Class 13 contains 186834 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17159 members 
Mstep: Class 21 contains 13284 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43294 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52019 members 
Mstep: Class 27 contains 25641 members 
Mstep: Class 28 contains 52414 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10401 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41412 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 5997 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34536 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25373 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6496 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8451 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8539 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761432.000000 Penalty: 256551.531250
Iteration 269Q: 75 clusters Score -1.337614e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 17915 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33564 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187996 members 
Mstep: Class 13 contains 186835 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17154 members 
Mstep: Class 21 contains 13284 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43293 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 52017 members 
Mstep: Class 27 contains 25645 members 
Mstep: Class 28 contains 52414 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10402 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 175610 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41413 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6002 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34536 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25371 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6497 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8451 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8555 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761480.000000 Penalty: 256551.531250
Iteration 270Q: 75 clusters Score -1.337615e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 17918 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33552 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187995 members 
Mstep: Class 13 contains 186831 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17147 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43286 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 52014 members 
Mstep: Class 27 contains 25644 members 
Mstep: Class 28 contains 52414 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10402 members 
Mstep: Class 32 contains 4900 members 
Mstep: Class 33 contains 175608 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41412 members 
Mstep: Class 36 contains 5979 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6003 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4959 members 
Mstep: Class 51 contains 34537 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25369 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6495 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8452 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8582 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761336.000000 Penalty: 256551.531250
Iteration 271Q: 75 clusters Score -1.337613e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 17926 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33535 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 187994 members 
Mstep: Class 13 contains 186830 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43284 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 52010 members 
Mstep: Class 27 contains 25641 members 
Mstep: Class 28 contains 52414 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10401 members 
Mstep: Class 32 contains 4901 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41412 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6005 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4960 members 
Mstep: Class 51 contains 34537 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25368 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6496 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8452 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8603 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761384.000000 Penalty: 256551.531250
Iteration 272Q: 75 clusters Score -1.337614e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 17932 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33527 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187995 members 
Mstep: Class 13 contains 186824 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17134 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43286 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 52000 members 
Mstep: Class 27 contains 25638 members 
Mstep: Class 28 contains 52414 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10401 members 
Mstep: Class 32 contains 4902 members 
Mstep: Class 33 contains 175610 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41410 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6007 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34537 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25367 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6498 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8627 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761264.000000 Penalty: 256551.531250
Iteration 273Q: 75 clusters Score -1.337613e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 17938 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33517 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187998 members 
Mstep: Class 13 contains 186818 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17127 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43286 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11547 members 
Mstep: Class 26 contains 51997 members 
Mstep: Class 27 contains 25636 members 
Mstep: Class 28 contains 52414 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10402 members 
Mstep: Class 32 contains 4904 members 
Mstep: Class 33 contains 175608 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41410 members 
Mstep: Class 36 contains 5977 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6010 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34537 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25364 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6499 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8643 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761400.000000 Penalty: 256551.531250
Iteration 274Q: 75 clusters Score -1.337614e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 17939 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33501 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187998 members 
Mstep: Class 13 contains 186817 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17130 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43288 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51994 members 
Mstep: Class 27 contains 25635 members 
Mstep: Class 28 contains 52414 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10403 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175608 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41410 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6011 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34538 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25361 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8660 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761464.000000 Penalty: 256551.531250
Iteration 275Q: 75 clusters Score -1.337615e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 17943 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33481 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187996 members 
Mstep: Class 13 contains 186820 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17132 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43290 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51990 members 
Mstep: Class 27 contains 25635 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175608 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41412 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6013 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34539 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25358 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8673 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761504.000000 Penalty: 256551.531250
Iteration 276Q: 75 clusters Score -1.337615e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 17942 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33469 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187991 members 
Mstep: Class 13 contains 186821 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17136 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43293 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51990 members 
Mstep: Class 27 contains 25635 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175607 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41411 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11082 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34540 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25355 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8685 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761376.000000 Penalty: 256551.531250
Iteration 277Q: 75 clusters Score -1.337614e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33456 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187985 members 
Mstep: Class 13 contains 186828 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17138 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43290 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51991 members 
Mstep: Class 27 contains 25635 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175608 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41413 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6013 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34540 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25352 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8697 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761344.000000 Penalty: 256551.531250
Iteration 278Q: 75 clusters Score -1.337613e+08 nChanged 35
Entering ConstructFrom: 
Score: -133761344.000000 Penalty: 256551.531250
Entering ConstructFrom: 
Trying to split cluster 1 (10531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Entering Unmasked Estep 
Score: -1241027.500000 Penalty: 2296.995361
	Iteration 0F: 2 clusters Score -1241028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1233000.250000 Penalty: 4593.990723
	Iteration 0F: 3 clusters Score -1233000 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1235316.250000 Penalty: 4593.990723
	Iteration 1F: 3 clusters Score -1235316 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1235649.125000 Penalty: 4593.990723
	Iteration 2F: 3 clusters Score -1235649 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1235887.000000 Penalty: 4593.990723
	Iteration 3F: 3 clusters Score -1235887 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1236029.875000 Penalty: 4593.990723
	Iteration 4Q: 3 clusters Score -1236030 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1236149.000000 Penalty: 4593.990723
	Iteration 5Q: 3 clusters Score -1236149 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1236237.750000 Penalty: 4593.990723
	Iteration 6Q: 3 clusters Score -1236238 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1236312.500000 Penalty: 4593.990723
	Iteration 7Q: 3 clusters Score -1236312 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1236377.125000 Penalty: 4593.990723
	Iteration 8Q: 3 clusters Score -1236377 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1236434.625000 Penalty: 4593.990723
	Iteration 9Q: 3 clusters Score -1236435 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1236492.500000 Penalty: 4593.990723
	Iteration 10Q: 3 clusters Score -1236492 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1236557.625000 Penalty: 4593.990723
	Iteration 11Q: 3 clusters Score -1236558 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1236657.500000 Penalty: 4593.990723
	Iteration 12Q: 3 clusters Score -1236658 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1236759.750000 Penalty: 4593.990723
	Iteration 13Q: 3 clusters Score -1236760 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1236906.125000 Penalty: 4593.990723
	Iteration 14Q: 3 clusters Score -1236906 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1237077.250000 Penalty: 4593.990723
	Iteration 15Q: 3 clusters Score -1237077 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1237292.250000 Penalty: 4593.990723
	Iteration 16Q: 3 clusters Score -1237292 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1237558.125000 Penalty: 4593.990723
	Iteration 17Q: 3 clusters Score -1237558 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1237883.250000 Penalty: 4593.990723
	Iteration 18Q: 3 clusters Score -1237883 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1238204.250000 Penalty: 4593.990723
	Iteration 19Q: 3 clusters Score -1238204 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1238449.000000 Penalty: 4593.990723
	Iteration 20F: 3 clusters Score -1238449 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1238631.375000 Penalty: 4593.990723
	Iteration 21Q: 3 clusters Score -1238631 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1238766.000000 Penalty: 4593.990723
	Iteration 22Q: 3 clusters Score -1238766 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1238858.875000 Penalty: 4593.990723
	Iteration 23Q: 3 clusters Score -1238859 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1238932.250000 Penalty: 4593.990723
	Iteration 24Q: 3 clusters Score -1238932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1238982.125000 Penalty: 4593.990723
	Iteration 25Q: 3 clusters Score -1238982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1239015.000000 Penalty: 4593.990723
	Iteration 26Q: 3 clusters Score -1239015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1239050.500000 Penalty: 4593.990723
	Iteration 27Q: 3 clusters Score -1239050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1239079.625000 Penalty: 4593.990723
	Iteration 28Q: 3 clusters Score -1239080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1239111.750000 Penalty: 4593.990723
	Iteration 29Q: 3 clusters Score -1239112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1239119.875000 Penalty: 4593.990723
	Iteration 30Q: 3 clusters Score -1239120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1239130.625000 Penalty: 4593.990723
	Iteration 31Q: 3 clusters Score -1239131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1239135.125000 Penalty: 4593.990723
	Iteration 32Q: 3 clusters Score -1239135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1239141.625000 Penalty: 4593.990723
	Iteration 33Q: 3 clusters Score -1239142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1239144.625000 Penalty: 4593.990723
	Iteration 34Q: 3 clusters Score -1239145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1239146.875000 Penalty: 4593.990723
	Iteration 35Q: 3 clusters Score -1239147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1239151.250000 Penalty: 4593.990723
	Iteration 36Q: 3 clusters Score -1239151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1239152.875000 Penalty: 4593.990723
	Iteration 37Q: 3 clusters Score -1239153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1239152.875000 Penalty: 4593.990723
	Iteration 38F: 3 clusters Score -1239153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Entering Unmasked Estep 
Score: -2121074.250000 Penalty: 2429.121338
	Iteration 0F: 2 clusters Score -2121074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2108381.750000 Penalty: 4858.242676
	Iteration 0F: 3 clusters Score -2108382 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2112558.000000 Penalty: 4858.242676
	Iteration 1F: 3 clusters Score -2112558 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2112978.000000 Penalty: 4858.242676
	Iteration 2F: 3 clusters Score -2112978 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2113365.250000 Penalty: 4858.242676
	Iteration 3F: 3 clusters Score -2113365 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2113734.500000 Penalty: 4858.242676
	Iteration 4Q: 3 clusters Score -2113734 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2114141.500000 Penalty: 4858.242676
	Iteration 5Q: 3 clusters Score -2114142 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2114615.000000 Penalty: 4858.242676
	Iteration 6Q: 3 clusters Score -2114615 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2115199.750000 Penalty: 4858.242676
	Iteration 7Q: 3 clusters Score -2115200 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2115893.750000 Penalty: 4858.242676
	Iteration 8F: 3 clusters Score -2115894 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2116684.500000 Penalty: 4858.242676
	Iteration 9F: 3 clusters Score -2116684 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2117470.750000 Penalty: 4858.242676
	Iteration 10F: 3 clusters Score -2117471 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2118131.750000 Penalty: 4858.242676
	Iteration 11F: 3 clusters Score -2118132 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2118615.500000 Penalty: 4858.242676
	Iteration 12Q: 3 clusters Score -2118616 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2118921.500000 Penalty: 4858.242676
	Iteration 13Q: 3 clusters Score -2118922 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2119106.500000 Penalty: 4858.242676
	Iteration 14Q: 3 clusters Score -2119106 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2119225.000000 Penalty: 4858.242676
	Iteration 15Q: 3 clusters Score -2119225 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2119324.000000 Penalty: 4858.242676
	Iteration 16Q: 3 clusters Score -2119324 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2119410.000000 Penalty: 4858.242676
	Iteration 17Q: 3 clusters Score -2119410 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2119468.000000 Penalty: 4858.242676
	Iteration 18Q: 3 clusters Score -2119468 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2119510.000000 Penalty: 4858.242676
	Iteration 19Q: 3 clusters Score -2119510 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2119537.250000 Penalty: 4858.242676
	Iteration 20F: 3 clusters Score -2119537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2119568.250000 Penalty: 4858.242676
	Iteration 21Q: 3 clusters Score -2119568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2119576.000000 Penalty: 4858.242676
	Iteration 22Q: 3 clusters Score -2119576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2119592.250000 Penalty: 4858.242676
	Iteration 23Q: 3 clusters Score -2119592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2119610.500000 Penalty: 4858.242676
	Iteration 24Q: 3 clusters Score -2119610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2119620.250000 Penalty: 4858.242676
	Iteration 25Q: 3 clusters Score -2119620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2119624.750000 Penalty: 4858.242676
	Iteration 26Q: 3 clusters Score -2119625 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2119643.500000 Penalty: 4858.242676
	Iteration 27Q: 3 clusters Score -2119644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2119658.500000 Penalty: 4858.242676
	Iteration 28Q: 3 clusters Score -2119658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2119661.500000 Penalty: 4858.242676
	Iteration 29Q: 3 clusters Score -2119662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2119662.750000 Penalty: 4858.242676
	Iteration 30Q: 3 clusters Score -2119663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2119669.500000 Penalty: 4858.242676
	Iteration 31Q: 3 clusters Score -2119670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2119675.000000 Penalty: 4858.242676
	Iteration 32Q: 3 clusters Score -2119675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2119682.250000 Penalty: 4858.242676
	Iteration 33Q: 3 clusters Score -2119682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2119687.500000 Penalty: 4858.242676
	Iteration 34Q: 3 clusters Score -2119688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2119689.250000 Penalty: 4858.242676
	Iteration 35Q: 3 clusters Score -2119689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2119694.250000 Penalty: 4858.242676
	Iteration 36Q: 3 clusters Score -2119694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2119692.500000 Penalty: 4858.242676
	Iteration 37Q: 3 clusters Score -2119692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2119695.500000 Penalty: 4858.242676
	Iteration 38Q: 3 clusters Score -2119696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2119698.000000 Penalty: 4858.242676
	Iteration 39Q: 3 clusters Score -2119698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2119705.500000 Penalty: 4858.242676
	Iteration 40F: 3 clusters Score -2119706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2119703.500000 Penalty: 4858.242676
	Iteration 41Q: 3 clusters Score -2119704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2119707.500000 Penalty: 4858.242676
	Iteration 42Q: 3 clusters Score -2119708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2119706.250000 Penalty: 4858.242676
	Iteration 43Q: 3 clusters Score -2119706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2119708.250000 Penalty: 4858.242676
	Iteration 44Q: 3 clusters Score -2119708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2119707.500000 Penalty: 4858.242676
	Iteration 45Q: 3 clusters Score -2119708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2119707.500000 Penalty: 4858.242676
	Iteration 46F: 3 clusters Score -2119708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Entering Unmasked Estep 
Score: -2569578.000000 Penalty: 2476.981445
	Iteration 0F: 2 clusters Score -2569578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2554316.000000 Penalty: 4953.962891
	Iteration 0F: 3 clusters Score -2554316 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2559493.500000 Penalty: 4953.962891
	Iteration 1F: 3 clusters Score -2559494 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2560137.500000 Penalty: 4953.962891
	Iteration 2F: 3 clusters Score -2560138 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2560883.250000 Penalty: 4953.962891
	Iteration 3F: 3 clusters Score -2560883 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2561855.000000 Penalty: 4953.962891
	Iteration 4F: 3 clusters Score -2561855 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2563126.750000 Penalty: 4953.962891
	Iteration 5F: 3 clusters Score -2563127 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2564608.500000 Penalty: 4953.962891
	Iteration 6F: 3 clusters Score -2564608 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2565984.000000 Penalty: 4953.962891
	Iteration 7F: 3 clusters Score -2565984 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2567044.500000 Penalty: 4953.962891
	Iteration 8F: 3 clusters Score -2567044 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2567685.750000 Penalty: 4953.962891
	Iteration 9Q: 3 clusters Score -2567686 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2568028.500000 Penalty: 4953.962891
	Iteration 10Q: 3 clusters Score -2568028 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2568180.000000 Penalty: 4953.962891
	Iteration 11Q: 3 clusters Score -2568180 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2568271.250000 Penalty: 4953.962891
	Iteration 12Q: 3 clusters Score -2568271 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2568329.250000 Penalty: 4953.962891
	Iteration 13Q: 3 clusters Score -2568329 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2568366.500000 Penalty: 4953.962891
	Iteration 14Q: 3 clusters Score -2568366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2568376.250000 Penalty: 4953.962891
	Iteration 15Q: 3 clusters Score -2568376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2568391.000000 Penalty: 4953.962891
	Iteration 16Q: 3 clusters Score -2568391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2568399.000000 Penalty: 4953.962891
	Iteration 17Q: 3 clusters Score -2568399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2568406.250000 Penalty: 4953.962891
	Iteration 18Q: 3 clusters Score -2568406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2568404.250000 Penalty: 4953.962891
	Iteration 19Q: 3 clusters Score -2568404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2568410.000000 Penalty: 4953.962891
	Iteration 20F: 3 clusters Score -2568410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2568408.750000 Penalty: 4953.962891
	Iteration 21Q: 3 clusters Score -2568409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2568407.500000 Penalty: 4953.962891
	Iteration 22Q: 3 clusters Score -2568408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2568408.500000 Penalty: 4953.962891
	Iteration 23Q: 3 clusters Score -2568408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2568411.500000 Penalty: 4953.962891
	Iteration 24Q: 3 clusters Score -2568412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2568409.250000 Penalty: 4953.962891
	Iteration 25Q: 3 clusters Score -2568409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2568412.000000 Penalty: 4953.962891
	Iteration 26Q: 3 clusters Score -2568412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2568412.250000 Penalty: 4953.962891
	Iteration 27Q: 3 clusters Score -2568412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2568410.500000 Penalty: 4953.962891
	Iteration 28Q: 3 clusters Score -2568410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2568412.000000 Penalty: 4953.962891
	Iteration 29Q: 3 clusters Score -2568412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2568411.750000 Penalty: 4953.962891
	Iteration 30Q: 3 clusters Score -2568412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2568418.500000 Penalty: 4953.962891
	Iteration 31Q: 3 clusters Score -2568418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2568417.500000 Penalty: 4953.962891
	Iteration 32Q: 3 clusters Score -2568418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2568418.750000 Penalty: 4953.962891
	Iteration 33Q: 3 clusters Score -2568419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2568416.750000 Penalty: 4953.962891
	Iteration 34Q: 3 clusters Score -2568417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2568414.750000 Penalty: 4953.962891
	Iteration 35Q: 3 clusters Score -2568415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2568413.750000 Penalty: 4953.962891
	Iteration 36Q: 3 clusters Score -2568414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2568413.750000 Penalty: 4953.962891
	Iteration 37F: 3 clusters Score -2568414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Entering Unmasked Estep 
Score: -457900.593750 Penalty: 2084.697510
	Iteration 0F: 2 clusters Score -457900.6 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 2246 members 
Entering Unmasked Estep 
Score: -453718.468750 Penalty: 4169.395020
	Iteration 0F: 3 clusters Score -453718.5 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -454888.156250 Penalty: 4169.395020
	Iteration 1F: 3 clusters Score -454888.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -455254.718750 Penalty: 4169.395020
	Iteration 2F: 3 clusters Score -455254.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -455552.812500 Penalty: 4169.395020
	Iteration 3F: 3 clusters Score -455552.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -455793.312500 Penalty: 4169.395020
	Iteration 4F: 3 clusters Score -455793.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -455961.593750 Penalty: 4169.395020
	Iteration 5Q: 3 clusters Score -455961.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -456108.781250 Penalty: 4169.395020
	Iteration 6Q: 3 clusters Score -456108.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -456258.812500 Penalty: 4169.395020
	Iteration 7Q: 3 clusters Score -456258.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -456365.375000 Penalty: 4169.395020
	Iteration 8Q: 3 clusters Score -456365.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -456437.406250 Penalty: 4169.395020
	Iteration 9Q: 3 clusters Score -456437.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -456495.937500 Penalty: 4169.395020
	Iteration 10Q: 3 clusters Score -456495.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -456542.343750 Penalty: 4169.395020
	Iteration 11Q: 3 clusters Score -456542.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -456598.906250 Penalty: 4169.395020
	Iteration 12Q: 3 clusters Score -456598.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -456634.218750 Penalty: 4169.395020
	Iteration 13Q: 3 clusters Score -456634.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -456658.062500 Penalty: 4169.395020
	Iteration 14Q: 3 clusters Score -456658.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -456682.781250 Penalty: 4169.395020
	Iteration 15Q: 3 clusters Score -456682.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -456697.250000 Penalty: 4169.395020
	Iteration 16Q: 3 clusters Score -456697.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -456710.906250 Penalty: 4169.395020
	Iteration 17Q: 3 clusters Score -456710.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -456721.906250 Penalty: 4169.395020
	Iteration 18Q: 3 clusters Score -456721.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -456733.750000 Penalty: 4169.395020
	Iteration 19Q: 3 clusters Score -456733.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -456742.312500 Penalty: 4169.395020
	Iteration 20F: 3 clusters Score -456742.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -456747.281250 Penalty: 4169.395020
	Iteration 21Q: 3 clusters Score -456747.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -456750.656250 Penalty: 4169.395020
	Iteration 22Q: 3 clusters Score -456750.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -456752.843750 Penalty: 4169.395020
	Iteration 23Q: 3 clusters Score -456752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -456754.750000 Penalty: 4169.395020
	Iteration 24Q: 3 clusters Score -456754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -456755.062500 Penalty: 4169.395020
	Iteration 25Q: 3 clusters Score -456755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -456757.312500 Penalty: 4169.395020
	Iteration 26Q: 3 clusters Score -456757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -456757.781250 Penalty: 4169.395020
	Iteration 27Q: 3 clusters Score -456757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -456757.781250 Penalty: 4169.395020
	Iteration 28F: 3 clusters Score -456757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -1004533.562500 Penalty: 2252.010498
	Iteration 0F: 2 clusters Score -1004534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -997728.375000 Penalty: 4504.020996
	Iteration 0F: 3 clusters Score -997728.4 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -999622.750000 Penalty: 4504.020996
	Iteration 1F: 3 clusters Score -999622.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1000022.250000 Penalty: 4504.020996
	Iteration 2F: 3 clusters Score -1000022 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1000396.937500 Penalty: 4504.020996
	Iteration 3F: 3 clusters Score -1000397 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1000816.562500 Penalty: 4504.020996
	Iteration 4F: 3 clusters Score -1000817 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1001316.125000 Penalty: 4504.020996
	Iteration 5F: 3 clusters Score -1001316 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1001892.625000 Penalty: 4504.020996
	Iteration 6F: 3 clusters Score -1001893 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1002461.625000 Penalty: 4504.020996
	Iteration 7F: 3 clusters Score -1002462 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1002908.937500 Penalty: 4504.020996
	Iteration 8F: 3 clusters Score -1002909 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1003220.937500 Penalty: 4504.020996
	Iteration 9Q: 3 clusters Score -1003221 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1003456.625000 Penalty: 4504.020996
	Iteration 10Q: 3 clusters Score -1003457 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1003613.187500 Penalty: 4504.020996
	Iteration 11Q: 3 clusters Score -1003613 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1003726.062500 Penalty: 4504.020996
	Iteration 12Q: 3 clusters Score -1003726 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1003802.250000 Penalty: 4504.020996
	Iteration 13Q: 3 clusters Score -1003802 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1003867.812500 Penalty: 4504.020996
	Iteration 14Q: 3 clusters Score -1003868 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1003915.312500 Penalty: 4504.020996
	Iteration 15Q: 3 clusters Score -1003915 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1003950.125000 Penalty: 4504.020996
	Iteration 16Q: 3 clusters Score -1003950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1003985.125000 Penalty: 4504.020996
	Iteration 17Q: 3 clusters Score -1003985 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1004005.812500 Penalty: 4504.020996
	Iteration 18Q: 3 clusters Score -1004006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1004025.250000 Penalty: 4504.020996
	Iteration 19Q: 3 clusters Score -1004025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1004036.937500 Penalty: 4504.020996
	Iteration 20F: 3 clusters Score -1004037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1004044.187500 Penalty: 4504.020996
	Iteration 21Q: 3 clusters Score -1004044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1004047.062500 Penalty: 4504.020996
	Iteration 22Q: 3 clusters Score -1004047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1004050.750000 Penalty: 4504.020996
	Iteration 23Q: 3 clusters Score -1004051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1004052.625000 Penalty: 4504.020996
	Iteration 24Q: 3 clusters Score -1004053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1004053.500000 Penalty: 4504.020996
	Iteration 25Q: 3 clusters Score -1004054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1004056.500000 Penalty: 4504.020996
	Iteration 26Q: 3 clusters Score -1004056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1004057.312500 Penalty: 4504.020996
	Iteration 27Q: 3 clusters Score -1004057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1004057.687500 Penalty: 4504.020996
	Iteration 28Q: 3 clusters Score -1004058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1004059.375000 Penalty: 4504.020996
	Iteration 29Q: 3 clusters Score -1004059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1004060.250000 Penalty: 4504.020996
	Iteration 30Q: 3 clusters Score -1004060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1004061.937500 Penalty: 4504.020996
	Iteration 31Q: 3 clusters Score -1004062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1004063.250000 Penalty: 4504.020996
	Iteration 32Q: 3 clusters Score -1004063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1004062.125000 Penalty: 4504.020996
	Iteration 33Q: 3 clusters Score -1004062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1004063.750000 Penalty: 4504.020996
	Iteration 34Q: 3 clusters Score -1004064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1004064.187500 Penalty: 4504.020996
	Iteration 35Q: 3 clusters Score -1004064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1004063.625000 Penalty: 4504.020996
	Iteration 36Q: 3 clusters Score -1004064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1004063.625000 Penalty: 4504.020996
	Iteration 37F: 3 clusters Score -1004064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -291736.031250 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -291736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -289184.468750 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -289184.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -289819.718750 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -289819.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -290245.718750 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -290245.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -290572.906250 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -290572.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -290883.187500 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -290883.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -291177.781250 Penalty: 3778.896240
	Iteration 5F: 3 clusters Score -291177.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -291474.218750 Penalty: 3778.896240
	Iteration 6F: 3 clusters Score -291474.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -291685.531250 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -291685.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -291770.375000 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -291770.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -291807.531250 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -291807.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -291829.062500 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -291829.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -291839.500000 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -291839.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -291848.343750 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -291848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -291850.875000 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -291850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -291860.000000 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -291860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -291864.343750 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -291864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -291865.937500 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -291865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -291867.156250 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -291867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -291867.656250 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -291867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -291867.656250 Penalty: 3778.896240
	Iteration 19F: 3 clusters Score -291867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 33445 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187982 members 
Mstep: Class 13 contains 186835 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17139 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43289 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51986 members 
Mstep: Class 27 contains 25633 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41412 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6013 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34540 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25352 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8712 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
Score: -133759736.000000 Penalty: 260018.453125
Splitting cluster 6 changes total score from -133761344.000000 to -133759736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (33445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Entering Unmasked Estep 
Score: -3920674.500000 Penalty: 2583.579102
	Iteration 0F: 2 clusters Score -3920674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3897754.000000 Penalty: 5167.158203
	Iteration 0F: 3 clusters Score -3897754 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3906498.500000 Penalty: 5167.158203
	Iteration 1F: 3 clusters Score -3906498 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3907440.500000 Penalty: 5167.158203
	Iteration 2F: 3 clusters Score -3907440 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3908649.750000 Penalty: 5167.158203
	Iteration 3F: 3 clusters Score -3908650 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3910301.000000 Penalty: 5167.158203
	Iteration 4F: 3 clusters Score -3910301 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3912093.750000 Penalty: 5167.158203
	Iteration 5F: 3 clusters Score -3912094 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3913689.500000 Penalty: 5167.158203
	Iteration 6F: 3 clusters Score -3913690 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3915013.500000 Penalty: 5167.158203
	Iteration 7F: 3 clusters Score -3915014 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3916265.000000 Penalty: 5167.158203
	Iteration 8Q: 3 clusters Score -3916265 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3917158.500000 Penalty: 5167.158203
	Iteration 9Q: 3 clusters Score -3917158 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3917702.750000 Penalty: 5167.158203
	Iteration 10Q: 3 clusters Score -3917703 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3918006.500000 Penalty: 5167.158203
	Iteration 11Q: 3 clusters Score -3918006 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3918141.250000 Penalty: 5167.158203
	Iteration 12Q: 3 clusters Score -3918141 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3918233.750000 Penalty: 5167.158203
	Iteration 13Q: 3 clusters Score -3918234 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3918281.750000 Penalty: 5167.158203
	Iteration 14Q: 3 clusters Score -3918282 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3918320.000000 Penalty: 5167.158203
	Iteration 15Q: 3 clusters Score -3918320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3918326.000000 Penalty: 5167.158203
	Iteration 16Q: 3 clusters Score -3918326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3918365.500000 Penalty: 5167.158203
	Iteration 17Q: 3 clusters Score -3918366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3918360.500000 Penalty: 5167.158203
	Iteration 18Q: 3 clusters Score -3918360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3918379.500000 Penalty: 5167.158203
	Iteration 19Q: 3 clusters Score -3918380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3918375.000000 Penalty: 5167.158203
	Iteration 20F: 3 clusters Score -3918375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3918392.750000 Penalty: 5167.158203
	Iteration 21Q: 3 clusters Score -3918393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3918385.250000 Penalty: 5167.158203
	Iteration 22Q: 3 clusters Score -3918385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3918389.250000 Penalty: 5167.158203
	Iteration 23Q: 3 clusters Score -3918389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3918383.500000 Penalty: 5167.158203
	Iteration 24Q: 3 clusters Score -3918384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3918387.750000 Penalty: 5167.158203
	Iteration 25Q: 3 clusters Score -3918388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3918396.000000 Penalty: 5167.158203
	Iteration 26Q: 3 clusters Score -3918396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3918392.750000 Penalty: 5167.158203
	Iteration 27Q: 3 clusters Score -3918393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3918389.750000 Penalty: 5167.158203
	Iteration 28Q: 3 clusters Score -3918390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3918389.000000 Penalty: 5167.158203
	Iteration 29Q: 3 clusters Score -3918389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3918386.500000 Penalty: 5167.158203
	Iteration 30Q: 3 clusters Score -3918386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3918384.750000 Penalty: 5167.158203
	Iteration 31Q: 3 clusters Score -3918385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3918391.250000 Penalty: 5167.158203
	Iteration 32Q: 3 clusters Score -3918391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3918393.250000 Penalty: 5167.158203
	Iteration 33Q: 3 clusters Score -3918393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -3918389.500000 Penalty: 5167.158203
	Iteration 34Q: 3 clusters Score -3918390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3918386.750000 Penalty: 5167.158203
	Iteration 35Q: 3 clusters Score -3918387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3918388.750000 Penalty: 5167.158203
	Iteration 36Q: 3 clusters Score -3918389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3918388.750000 Penalty: 5167.158203
	Iteration 37Q: 3 clusters Score -3918389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3918388.750000 Penalty: 5167.158203
	Iteration 38Q: 3 clusters Score -3918389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3918388.250000 Penalty: 5167.158203
	Iteration 39Q: 3 clusters Score -3918388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3918385.250000 Penalty: 5167.158203
	Iteration 40F: 3 clusters Score -3918385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3918390.250000 Penalty: 5167.158203
	Iteration 41Q: 3 clusters Score -3918390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3918390.250000 Penalty: 5167.158203
	Iteration 42F: 3 clusters Score -3918390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Entering Unmasked Estep 
Score: -1149505.750000 Penalty: 2283.145508
	Iteration 0F: 2 clusters Score -1149506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1141877.875000 Penalty: 4566.291016
	Iteration 0F: 3 clusters Score -1141878 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1144111.250000 Penalty: 4566.291016
	Iteration 1F: 3 clusters Score -1144111 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1144490.875000 Penalty: 4566.291016
	Iteration 2F: 3 clusters Score -1144491 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1144830.125000 Penalty: 4566.291016
	Iteration 3F: 3 clusters Score -1144830 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1145165.500000 Penalty: 4566.291016
	Iteration 4Q: 3 clusters Score -1145166 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1145594.000000 Penalty: 4566.291016
	Iteration 5F: 3 clusters Score -1145594 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1146110.375000 Penalty: 4566.291016
	Iteration 6F: 3 clusters Score -1146110 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1146626.000000 Penalty: 4566.291016
	Iteration 7F: 3 clusters Score -1146626 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1147077.000000 Penalty: 4566.291016
	Iteration 8F: 3 clusters Score -1147077 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1147451.000000 Penalty: 4566.291016
	Iteration 9Q: 3 clusters Score -1147451 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1147696.500000 Penalty: 4566.291016
	Iteration 10Q: 3 clusters Score -1147696 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1147835.375000 Penalty: 4566.291016
	Iteration 11Q: 3 clusters Score -1147835 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1147919.250000 Penalty: 4566.291016
	Iteration 12Q: 3 clusters Score -1147919 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1147964.000000 Penalty: 4566.291016
	Iteration 13Q: 3 clusters Score -1147964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1147993.750000 Penalty: 4566.291016
	Iteration 14Q: 3 clusters Score -1147994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1148015.000000 Penalty: 4566.291016
	Iteration 15Q: 3 clusters Score -1148015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1148030.250000 Penalty: 4566.291016
	Iteration 16Q: 3 clusters Score -1148030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1148044.375000 Penalty: 4566.291016
	Iteration 17Q: 3 clusters Score -1148044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1148045.625000 Penalty: 4566.291016
	Iteration 18Q: 3 clusters Score -1148046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1148052.250000 Penalty: 4566.291016
	Iteration 19Q: 3 clusters Score -1148052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1148054.500000 Penalty: 4566.291016
	Iteration 20F: 3 clusters Score -1148054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1148055.000000 Penalty: 4566.291016
	Iteration 21Q: 3 clusters Score -1148055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1148058.375000 Penalty: 4566.291016
	Iteration 22Q: 3 clusters Score -1148058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1148060.625000 Penalty: 4566.291016
	Iteration 23Q: 3 clusters Score -1148061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1148063.000000 Penalty: 4566.291016
	Iteration 24Q: 3 clusters Score -1148063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1148065.500000 Penalty: 4566.291016
	Iteration 25Q: 3 clusters Score -1148066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1148064.875000 Penalty: 4566.291016
	Iteration 26Q: 3 clusters Score -1148065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1148069.750000 Penalty: 4566.291016
	Iteration 27Q: 3 clusters Score -1148070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1148074.500000 Penalty: 4566.291016
	Iteration 28Q: 3 clusters Score -1148074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1148075.750000 Penalty: 4566.291016
	Iteration 29Q: 3 clusters Score -1148076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1148077.875000 Penalty: 4566.291016
	Iteration 30Q: 3 clusters Score -1148078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1148079.125000 Penalty: 4566.291016
	Iteration 31Q: 3 clusters Score -1148079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1148083.500000 Penalty: 4566.291016
	Iteration 32Q: 3 clusters Score -1148084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1148086.125000 Penalty: 4566.291016
	Iteration 33Q: 3 clusters Score -1148086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1148094.625000 Penalty: 4566.291016
	Iteration 34Q: 3 clusters Score -1148095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1148106.375000 Penalty: 4566.291016
	Iteration 35Q: 3 clusters Score -1148106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1148119.000000 Penalty: 4566.291016
	Iteration 36Q: 3 clusters Score -1148119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1148128.000000 Penalty: 4566.291016
	Iteration 37Q: 3 clusters Score -1148128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1148135.875000 Penalty: 4566.291016
	Iteration 38Q: 3 clusters Score -1148136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1148146.125000 Penalty: 4566.291016
	Iteration 39Q: 3 clusters Score -1148146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1148156.125000 Penalty: 4566.291016
	Iteration 40F: 3 clusters Score -1148156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1148163.125000 Penalty: 4566.291016
	Iteration 41Q: 3 clusters Score -1148163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1148170.625000 Penalty: 4566.291016
	Iteration 42Q: 3 clusters Score -1148171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1148177.125000 Penalty: 4566.291016
	Iteration 43Q: 3 clusters Score -1148177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1148185.375000 Penalty: 4566.291016
	Iteration 44Q: 3 clusters Score -1148185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1148194.500000 Penalty: 4566.291016
	Iteration 45Q: 3 clusters Score -1148194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1148198.250000 Penalty: 4566.291016
	Iteration 46Q: 3 clusters Score -1148198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1148201.625000 Penalty: 4566.291016
	Iteration 47Q: 3 clusters Score -1148202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1148204.875000 Penalty: 4566.291016
	Iteration 48Q: 3 clusters Score -1148205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1148211.000000 Penalty: 4566.291016
	Iteration 49Q: 3 clusters Score -1148211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1148213.125000 Penalty: 4566.291016
	Iteration 50Q: 3 clusters Score -1148213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1148218.500000 Penalty: 4566.291016
	Iteration 51Q: 3 clusters Score -1148218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1148218.375000 Penalty: 4566.291016
	Iteration 52Q: 3 clusters Score -1148218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1148219.750000 Penalty: 4566.291016
	Iteration 53Q: 3 clusters Score -1148220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1148225.250000 Penalty: 4566.291016
	Iteration 54Q: 3 clusters Score -1148225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1148227.375000 Penalty: 4566.291016
	Iteration 55Q: 3 clusters Score -1148227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1148227.750000 Penalty: 4566.291016
	Iteration 56Q: 3 clusters Score -1148228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1148229.125000 Penalty: 4566.291016
	Iteration 57Q: 3 clusters Score -1148229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1148233.875000 Penalty: 4566.291016
	Iteration 58Q: 3 clusters Score -1148234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1148233.000000 Penalty: 4566.291016
	Iteration 59Q: 3 clusters Score -1148233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1148233.000000 Penalty: 4566.291016
	Iteration 60F: 3 clusters Score -1148233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Entering Unmasked Estep 
Score: -1174565.500000 Penalty: 2286.361816
	Iteration 0F: 2 clusters Score -1174566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1166796.500000 Penalty: 4572.723633
	Iteration 0F: 3 clusters Score -1166796 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1169054.875000 Penalty: 4572.723633
	Iteration 1F: 3 clusters Score -1169055 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1169363.500000 Penalty: 4572.723633
	Iteration 2F: 3 clusters Score -1169364 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1169572.375000 Penalty: 4572.723633
	Iteration 3Q: 3 clusters Score -1169572 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1169722.000000 Penalty: 4572.723633
	Iteration 4Q: 3 clusters Score -1169722 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1169847.125000 Penalty: 4572.723633
	Iteration 5Q: 3 clusters Score -1169847 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1169948.125000 Penalty: 4572.723633
	Iteration 6Q: 3 clusters Score -1169948 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1170034.750000 Penalty: 4572.723633
	Iteration 7Q: 3 clusters Score -1170035 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1170113.625000 Penalty: 4572.723633
	Iteration 8Q: 3 clusters Score -1170114 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1170185.125000 Penalty: 4572.723633
	Iteration 9Q: 3 clusters Score -1170185 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1170256.000000 Penalty: 4572.723633
	Iteration 10Q: 3 clusters Score -1170256 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1170320.500000 Penalty: 4572.723633
	Iteration 11Q: 3 clusters Score -1170320 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1170390.875000 Penalty: 4572.723633
	Iteration 12Q: 3 clusters Score -1170391 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1170461.375000 Penalty: 4572.723633
	Iteration 13Q: 3 clusters Score -1170461 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1170542.625000 Penalty: 4572.723633
	Iteration 14Q: 3 clusters Score -1170543 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1170651.000000 Penalty: 4572.723633
	Iteration 15Q: 3 clusters Score -1170651 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1170759.875000 Penalty: 4572.723633
	Iteration 16Q: 3 clusters Score -1170760 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1170888.625000 Penalty: 4572.723633
	Iteration 17Q: 3 clusters Score -1170889 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1171023.500000 Penalty: 4572.723633
	Iteration 18Q: 3 clusters Score -1171024 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1171155.125000 Penalty: 4572.723633
	Iteration 19Q: 3 clusters Score -1171155 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1171278.625000 Penalty: 4572.723633
	Iteration 20F: 3 clusters Score -1171279 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1171383.625000 Penalty: 4572.723633
	Iteration 21Q: 3 clusters Score -1171384 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1171486.750000 Penalty: 4572.723633
	Iteration 22Q: 3 clusters Score -1171487 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1171576.625000 Penalty: 4572.723633
	Iteration 23Q: 3 clusters Score -1171577 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1171647.750000 Penalty: 4572.723633
	Iteration 24Q: 3 clusters Score -1171648 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1171705.750000 Penalty: 4572.723633
	Iteration 25Q: 3 clusters Score -1171706 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1171760.375000 Penalty: 4572.723633
	Iteration 26Q: 3 clusters Score -1171760 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1171795.250000 Penalty: 4572.723633
	Iteration 27Q: 3 clusters Score -1171795 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1171825.750000 Penalty: 4572.723633
	Iteration 28Q: 3 clusters Score -1171826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1171856.250000 Penalty: 4572.723633
	Iteration 29Q: 3 clusters Score -1171856 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1171894.625000 Penalty: 4572.723633
	Iteration 30Q: 3 clusters Score -1171895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1171927.875000 Penalty: 4572.723633
	Iteration 31Q: 3 clusters Score -1171928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1171947.625000 Penalty: 4572.723633
	Iteration 32Q: 3 clusters Score -1171948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1171964.750000 Penalty: 4572.723633
	Iteration 33Q: 3 clusters Score -1171965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1171982.750000 Penalty: 4572.723633
	Iteration 34Q: 3 clusters Score -1171983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1171997.625000 Penalty: 4572.723633
	Iteration 35Q: 3 clusters Score -1171998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1172008.750000 Penalty: 4572.723633
	Iteration 36Q: 3 clusters Score -1172009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1172022.875000 Penalty: 4572.723633
	Iteration 37Q: 3 clusters Score -1172023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1172037.375000 Penalty: 4572.723633
	Iteration 38Q: 3 clusters Score -1172037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1172052.125000 Penalty: 4572.723633
	Iteration 39Q: 3 clusters Score -1172052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1172065.125000 Penalty: 4572.723633
	Iteration 40F: 3 clusters Score -1172065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1172076.375000 Penalty: 4572.723633
	Iteration 41Q: 3 clusters Score -1172076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1172085.375000 Penalty: 4572.723633
	Iteration 42Q: 3 clusters Score -1172085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1172087.000000 Penalty: 4572.723633
	Iteration 43Q: 3 clusters Score -1172087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1172090.125000 Penalty: 4572.723633
	Iteration 44Q: 3 clusters Score -1172090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1172092.500000 Penalty: 4572.723633
	Iteration 45Q: 3 clusters Score -1172092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1172096.500000 Penalty: 4572.723633
	Iteration 46Q: 3 clusters Score -1172096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1172101.500000 Penalty: 4572.723633
	Iteration 47Q: 3 clusters Score -1172102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1172109.125000 Penalty: 4572.723633
	Iteration 48Q: 3 clusters Score -1172109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1172113.250000 Penalty: 4572.723633
	Iteration 49Q: 3 clusters Score -1172113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1172120.750000 Penalty: 4572.723633
	Iteration 50Q: 3 clusters Score -1172121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1172131.750000 Penalty: 4572.723633
	Iteration 51Q: 3 clusters Score -1172132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1172138.250000 Penalty: 4572.723633
	Iteration 52Q: 3 clusters Score -1172138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1172149.750000 Penalty: 4572.723633
	Iteration 53Q: 3 clusters Score -1172150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1172161.625000 Penalty: 4572.723633
	Iteration 54Q: 3 clusters Score -1172162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1172172.250000 Penalty: 4572.723633
	Iteration 55Q: 3 clusters Score -1172172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1172184.250000 Penalty: 4572.723633
	Iteration 56Q: 3 clusters Score -1172184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1172194.250000 Penalty: 4572.723633
	Iteration 57Q: 3 clusters Score -1172194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1172208.625000 Penalty: 4572.723633
	Iteration 58Q: 3 clusters Score -1172209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1172226.125000 Penalty: 4572.723633
	Iteration 59Q: 3 clusters Score -1172226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1172239.000000 Penalty: 4572.723633
	Iteration 60F: 3 clusters Score -1172239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1172257.750000 Penalty: 4572.723633
	Iteration 61Q: 3 clusters Score -1172258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1172268.250000 Penalty: 4572.723633
	Iteration 62Q: 3 clusters Score -1172268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1172283.000000 Penalty: 4572.723633
	Iteration 63Q: 3 clusters Score -1172283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1172292.875000 Penalty: 4572.723633
	Iteration 64Q: 3 clusters Score -1172293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1172311.625000 Penalty: 4572.723633
	Iteration 65Q: 3 clusters Score -1172312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1172334.000000 Penalty: 4572.723633
	Iteration 66Q: 3 clusters Score -1172334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1172350.500000 Penalty: 4572.723633
	Iteration 67Q: 3 clusters Score -1172350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1172365.250000 Penalty: 4572.723633
	Iteration 68Q: 3 clusters Score -1172365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1172385.625000 Penalty: 4572.723633
	Iteration 69Q: 3 clusters Score -1172386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1172400.375000 Penalty: 4572.723633
	Iteration 70Q: 3 clusters Score -1172400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1172413.500000 Penalty: 4572.723633
	Iteration 71Q: 3 clusters Score -1172414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1172424.250000 Penalty: 4572.723633
	Iteration 72Q: 3 clusters Score -1172424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1172437.750000 Penalty: 4572.723633
	Iteration 73Q: 3 clusters Score -1172438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1172451.625000 Penalty: 4572.723633
	Iteration 74Q: 3 clusters Score -1172452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1172469.000000 Penalty: 4572.723633
	Iteration 75Q: 3 clusters Score -1172469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1172482.875000 Penalty: 4572.723633
	Iteration 76Q: 3 clusters Score -1172483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1172487.875000 Penalty: 4572.723633
	Iteration 77Q: 3 clusters Score -1172488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1172497.000000 Penalty: 4572.723633
	Iteration 78Q: 3 clusters Score -1172497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1172502.375000 Penalty: 4572.723633
	Iteration 79Q: 3 clusters Score -1172502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1172503.750000 Penalty: 4572.723633
	Iteration 80F: 3 clusters Score -1172504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1172508.750000 Penalty: 4572.723633
	Iteration 81Q: 3 clusters Score -1172509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1172511.500000 Penalty: 4572.723633
	Iteration 82Q: 3 clusters Score -1172512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1172514.375000 Penalty: 4572.723633
	Iteration 83Q: 3 clusters Score -1172514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1172515.250000 Penalty: 4572.723633
	Iteration 84Q: 3 clusters Score -1172515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1172521.000000 Penalty: 4572.723633
	Iteration 85Q: 3 clusters Score -1172521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1172519.500000 Penalty: 4572.723633
	Iteration 86Q: 3 clusters Score -1172520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1172522.875000 Penalty: 4572.723633
	Iteration 87Q: 3 clusters Score -1172523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1172522.375000 Penalty: 4572.723633
	Iteration 88Q: 3 clusters Score -1172522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1172528.375000 Penalty: 4572.723633
	Iteration 89Q: 3 clusters Score -1172528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1172530.375000 Penalty: 4572.723633
	Iteration 90Q: 3 clusters Score -1172530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1172532.750000 Penalty: 4572.723633
	Iteration 91Q: 3 clusters Score -1172533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1172534.000000 Penalty: 4572.723633
	Iteration 92Q: 3 clusters Score -1172534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1172534.375000 Penalty: 4572.723633
	Iteration 93Q: 3 clusters Score -1172534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1172535.375000 Penalty: 4572.723633
	Iteration 94Q: 3 clusters Score -1172535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1172535.500000 Penalty: 4572.723633
	Iteration 95Q: 3 clusters Score -1172536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1172539.250000 Penalty: 4572.723633
	Iteration 96Q: 3 clusters Score -1172539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1172540.375000 Penalty: 4572.723633
	Iteration 97Q: 3 clusters Score -1172540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1172540.375000 Penalty: 4572.723633
	Iteration 98F: 3 clusters Score -1172540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -571265.375000 Penalty: 2112.015625
	Iteration 0F: 2 clusters Score -571265.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -566779.437500 Penalty: 4224.031250
	Iteration 0F: 3 clusters Score -566779.4 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -567795.687500 Penalty: 4224.031250
	Iteration 1F: 3 clusters Score -567795.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -567984.812500 Penalty: 4224.031250
	Iteration 2F: 3 clusters Score -567984.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -568107.000000 Penalty: 4224.031250
	Iteration 3Q: 3 clusters Score -568107 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -568197.312500 Penalty: 4224.031250
	Iteration 4Q: 3 clusters Score -568197.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -568270.937500 Penalty: 4224.031250
	Iteration 5Q: 3 clusters Score -568270.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -568336.687500 Penalty: 4224.031250
	Iteration 6Q: 3 clusters Score -568336.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -568396.187500 Penalty: 4224.031250
	Iteration 7Q: 3 clusters Score -568396.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -568449.000000 Penalty: 4224.031250
	Iteration 8Q: 3 clusters Score -568449 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -568504.125000 Penalty: 4224.031250
	Iteration 9Q: 3 clusters Score -568504.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -568560.000000 Penalty: 4224.031250
	Iteration 10Q: 3 clusters Score -568560 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -568623.187500 Penalty: 4224.031250
	Iteration 11Q: 3 clusters Score -568623.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -568688.812500 Penalty: 4224.031250
	Iteration 12Q: 3 clusters Score -568688.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -568755.375000 Penalty: 4224.031250
	Iteration 13Q: 3 clusters Score -568755.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -568820.125000 Penalty: 4224.031250
	Iteration 14Q: 3 clusters Score -568820.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -568876.062500 Penalty: 4224.031250
	Iteration 15Q: 3 clusters Score -568876.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -568914.125000 Penalty: 4224.031250
	Iteration 16Q: 3 clusters Score -568914.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -568946.250000 Penalty: 4224.031250
	Iteration 17Q: 3 clusters Score -568946.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -568981.750000 Penalty: 4224.031250
	Iteration 18Q: 3 clusters Score -568981.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -569018.812500 Penalty: 4224.031250
	Iteration 19Q: 3 clusters Score -569018.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -569049.562500 Penalty: 4224.031250
	Iteration 20F: 3 clusters Score -569049.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -569070.000000 Penalty: 4224.031250
	Iteration 21Q: 3 clusters Score -569070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -569082.625000 Penalty: 4224.031250
	Iteration 22Q: 3 clusters Score -569082.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -569092.937500 Penalty: 4224.031250
	Iteration 23Q: 3 clusters Score -569092.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -569102.062500 Penalty: 4224.031250
	Iteration 24Q: 3 clusters Score -569102.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -569111.562500 Penalty: 4224.031250
	Iteration 25Q: 3 clusters Score -569111.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -569118.000000 Penalty: 4224.031250
	Iteration 26Q: 3 clusters Score -569118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -569128.375000 Penalty: 4224.031250
	Iteration 27Q: 3 clusters Score -569128.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -569136.625000 Penalty: 4224.031250
	Iteration 28Q: 3 clusters Score -569136.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -569145.562500 Penalty: 4224.031250
	Iteration 29Q: 3 clusters Score -569145.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -569151.437500 Penalty: 4224.031250
	Iteration 30Q: 3 clusters Score -569151.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -569157.312500 Penalty: 4224.031250
	Iteration 31Q: 3 clusters Score -569157.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -569163.562500 Penalty: 4224.031250
	Iteration 32Q: 3 clusters Score -569163.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -569167.625000 Penalty: 4224.031250
	Iteration 33Q: 3 clusters Score -569167.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -569174.312500 Penalty: 4224.031250
	Iteration 34Q: 3 clusters Score -569174.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -569177.500000 Penalty: 4224.031250
	Iteration 35Q: 3 clusters Score -569177.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -569183.937500 Penalty: 4224.031250
	Iteration 36Q: 3 clusters Score -569183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -569187.187500 Penalty: 4224.031250
	Iteration 37Q: 3 clusters Score -569187.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -569190.750000 Penalty: 4224.031250
	Iteration 38Q: 3 clusters Score -569190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -569191.562500 Penalty: 4224.031250
	Iteration 39Q: 3 clusters Score -569191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -569193.312500 Penalty: 4224.031250
	Iteration 40F: 3 clusters Score -569193.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -569193.375000 Penalty: 4224.031250
	Iteration 41Q: 3 clusters Score -569193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -569195.000000 Penalty: 4224.031250
	Iteration 42Q: 3 clusters Score -569195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -569195.375000 Penalty: 4224.031250
	Iteration 43Q: 3 clusters Score -569195.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -569197.500000 Penalty: 4224.031250
	Iteration 44Q: 3 clusters Score -569197.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -569200.375000 Penalty: 4224.031250
	Iteration 45Q: 3 clusters Score -569200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -569203.375000 Penalty: 4224.031250
	Iteration 46Q: 3 clusters Score -569203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -569205.125000 Penalty: 4224.031250
	Iteration 47Q: 3 clusters Score -569205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -569207.375000 Penalty: 4224.031250
	Iteration 48Q: 3 clusters Score -569207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -569208.875000 Penalty: 4224.031250
	Iteration 49Q: 3 clusters Score -569208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -569209.812500 Penalty: 4224.031250
	Iteration 50Q: 3 clusters Score -569209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -569211.187500 Penalty: 4224.031250
	Iteration 51Q: 3 clusters Score -569211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -569213.375000 Penalty: 4224.031250
	Iteration 52Q: 3 clusters Score -569213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -569214.375000 Penalty: 4224.031250
	Iteration 53Q: 3 clusters Score -569214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -569214.812500 Penalty: 4224.031250
	Iteration 54Q: 3 clusters Score -569214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -569215.687500 Penalty: 4224.031250
	Iteration 55Q: 3 clusters Score -569215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -569218.187500 Penalty: 4224.031250
	Iteration 56Q: 3 clusters Score -569218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -569217.750000 Penalty: 4224.031250
	Iteration 57Q: 3 clusters Score -569217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -569219.437500 Penalty: 4224.031250
	Iteration 58Q: 3 clusters Score -569219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -569220.437500 Penalty: 4224.031250
	Iteration 59Q: 3 clusters Score -569220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -569220.875000 Penalty: 4224.031250
	Iteration 60F: 3 clusters Score -569220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -569221.375000 Penalty: 4224.031250
	Iteration 61Q: 3 clusters Score -569221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -569221.750000 Penalty: 4224.031250
	Iteration 62Q: 3 clusters Score -569221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -569223.062500 Penalty: 4224.031250
	Iteration 63Q: 3 clusters Score -569223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -569224.687500 Penalty: 4224.031250
	Iteration 64Q: 3 clusters Score -569224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -569224.562500 Penalty: 4224.031250
	Iteration 65Q: 3 clusters Score -569224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -569225.625000 Penalty: 4224.031250
	Iteration 66Q: 3 clusters Score -569225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -569225.250000 Penalty: 4224.031250
	Iteration 67Q: 3 clusters Score -569225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -569227.250000 Penalty: 4224.031250
	Iteration 68Q: 3 clusters Score -569227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -569227.687500 Penalty: 4224.031250
	Iteration 69Q: 3 clusters Score -569227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -569227.687500 Penalty: 4224.031250
	Iteration 70F: 3 clusters Score -569227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -646555.250000 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -646555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -641719.687500 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -641719.7 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -642955.437500 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -642955.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -643157.187500 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -643157.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -643295.062500 Penalty: 4283.212891
	Iteration 3Q: 3 clusters Score -643295.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -643414.250000 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -643414.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -643501.187500 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -643501.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -643600.875000 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -643600.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -643699.500000 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -643699.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -643772.687500 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -643772.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -643846.187500 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -643846.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -643912.375000 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -643912.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -643972.312500 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -643972.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -644031.687500 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -644031.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -644103.750000 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -644103.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -644166.500000 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -644166.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -644211.375000 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -644211.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -644256.625000 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -644256.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -644301.187500 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -644301.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -644338.687500 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -644338.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -644368.250000 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -644368.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -644391.562500 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -644391.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -644410.625000 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -644410.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -644431.062500 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -644431.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -644455.437500 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -644455.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -644470.625000 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -644470.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -644484.312500 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -644484.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -644498.437500 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -644498.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -644509.000000 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -644509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -644520.937500 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -644520.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -644524.375000 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -644524.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -644531.500000 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -644531.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -644536.500000 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -644536.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -644542.500000 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -644542.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -644550.500000 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -644550.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -644558.625000 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -644558.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -644563.500000 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -644563.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -644570.062500 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -644570.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -644576.812500 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -644576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -644581.562500 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -644581.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -644585.875000 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -644585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -644588.687500 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -644588.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -644594.125000 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -644594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -644595.812500 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -644595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -644598.937500 Penalty: 4283.212891
	Iteration 43Q: 3 clusters Score -644598.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -644600.625000 Penalty: 4283.212891
	Iteration 44Q: 3 clusters Score -644600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -644605.625000 Penalty: 4283.212891
	Iteration 45Q: 3 clusters Score -644605.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -644608.125000 Penalty: 4283.212891
	Iteration 46Q: 3 clusters Score -644608.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -644611.750000 Penalty: 4283.212891
	Iteration 47Q: 3 clusters Score -644611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -644616.375000 Penalty: 4283.212891
	Iteration 48Q: 3 clusters Score -644616.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -644623.875000 Penalty: 4283.212891
	Iteration 49Q: 3 clusters Score -644623.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -644625.000000 Penalty: 4283.212891
	Iteration 50Q: 3 clusters Score -644625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -644628.250000 Penalty: 4283.212891
	Iteration 51Q: 3 clusters Score -644628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -644631.125000 Penalty: 4283.212891
	Iteration 52Q: 3 clusters Score -644631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -644633.687500 Penalty: 4283.212891
	Iteration 53Q: 3 clusters Score -644633.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -644635.937500 Penalty: 4283.212891
	Iteration 54Q: 3 clusters Score -644635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -644638.375000 Penalty: 4283.212891
	Iteration 55Q: 3 clusters Score -644638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -644639.312500 Penalty: 4283.212891
	Iteration 56Q: 3 clusters Score -644639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -644641.437500 Penalty: 4283.212891
	Iteration 57Q: 3 clusters Score -644641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -644642.375000 Penalty: 4283.212891
	Iteration 58Q: 3 clusters Score -644642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -644646.312500 Penalty: 4283.212891
	Iteration 59Q: 3 clusters Score -644646.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -644651.625000 Penalty: 4283.212891
	Iteration 60F: 3 clusters Score -644651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -644654.312500 Penalty: 4283.212891
	Iteration 61Q: 3 clusters Score -644654.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -644657.437500 Penalty: 4283.212891
	Iteration 62Q: 3 clusters Score -644657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -644661.562500 Penalty: 4283.212891
	Iteration 63Q: 3 clusters Score -644661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -644664.437500 Penalty: 4283.212891
	Iteration 64Q: 3 clusters Score -644664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -644666.875000 Penalty: 4283.212891
	Iteration 65Q: 3 clusters Score -644666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -644668.125000 Penalty: 4283.212891
	Iteration 66Q: 3 clusters Score -644668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -644669.125000 Penalty: 4283.212891
	Iteration 67Q: 3 clusters Score -644669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -644669.500000 Penalty: 4283.212891
	Iteration 68Q: 3 clusters Score -644669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -644669.500000 Penalty: 4283.212891
	Iteration 69F: 3 clusters Score -644669.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (187982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187982 members 
Entering Unmasked Estep 
Score: -21947300.000000 Penalty: 3011.737061
	Iteration 0F: 2 clusters Score -2.19473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -21823654.000000 Penalty: 6023.474121
	Iteration 0F: 3 clusters Score -2.182365e+07 nChanged 90247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
Score: -21875850.000000 Penalty: 6023.474121
	Iteration 1F: 3 clusters Score -2.187585e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -21876808.000000 Penalty: 6023.474121
	Iteration 2Q: 3 clusters Score -2.187681e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92252 members 
Mstep: Class 2 contains 95730 members 
Entering Unmasked Estep 
Score: -21878230.000000 Penalty: 6023.474121
	Iteration 3Q: 3 clusters Score -2.187823e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 96900 members 
Entering Unmasked Estep 
Score: -21879926.000000 Penalty: 6023.474121
	Iteration 4Q: 3 clusters Score -2.187993e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 98753 members 
Entering Unmasked Estep 
Score: -21881988.000000 Penalty: 6023.474121
	Iteration 5Q: 3 clusters Score -2.188199e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 101536 members 
Entering Unmasked Estep 
Score: -21885716.000000 Penalty: 6023.474121
	Iteration 6Q: 3 clusters Score -2.188572e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 105507 members 
Entering Unmasked Estep 
Score: -21891292.000000 Penalty: 6023.474121
	Iteration 7F: 3 clusters Score -2.189129e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -21899758.000000 Penalty: 6023.474121
	Iteration 8F: 3 clusters Score -2.189976e+07 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -21910504.000000 Penalty: 6023.474121
	Iteration 9F: 3 clusters Score -2.19105e+07 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 119798 members 
Entering Unmasked Estep 
Score: -21922128.000000 Penalty: 6023.474121
	Iteration 10F: 3 clusters Score -2.192213e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -21929266.000000 Penalty: 6023.474121
	Iteration 11F: 3 clusters Score -2.192927e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -21932466.000000 Penalty: 6023.474121
	Iteration 12Q: 3 clusters Score -2.193247e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 124379 members 
Entering Unmasked Estep 
Score: -21933884.000000 Penalty: 6023.474121
	Iteration 13Q: 3 clusters Score -2.193388e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 124847 members 
Entering Unmasked Estep 
Score: -21934698.000000 Penalty: 6023.474121
	Iteration 14Q: 3 clusters Score -2.19347e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 125032 members 
Entering Unmasked Estep 
Score: -21935260.000000 Penalty: 6023.474121
	Iteration 15Q: 3 clusters Score -2.193526e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 124971 members 
Entering Unmasked Estep 
Score: -21935920.000000 Penalty: 6023.474121
	Iteration 16Q: 3 clusters Score -2.193592e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 124824 members 
Entering Unmasked Estep 
Score: -21936184.000000 Penalty: 6023.474121
	Iteration 17Q: 3 clusters Score -2.193618e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 124592 members 
Entering Unmasked Estep 
Score: -21936558.000000 Penalty: 6023.474121
	Iteration 18Q: 3 clusters Score -2.193656e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 124260 members 
Entering Unmasked Estep 
Score: -21936808.000000 Penalty: 6023.474121
	Iteration 19Q: 3 clusters Score -2.193681e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 123852 members 
Entering Unmasked Estep 
Score: -21937020.000000 Penalty: 6023.474121
	Iteration 20F: 3 clusters Score -2.193702e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -21937140.000000 Penalty: 6023.474121
	Iteration 21Q: 3 clusters Score -2.193714e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 122907 members 
Entering Unmasked Estep 
Score: -21937182.000000 Penalty: 6023.474121
	Iteration 22Q: 3 clusters Score -2.193718e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 122372 members 
Entering Unmasked Estep 
Score: -21937232.000000 Penalty: 6023.474121
	Iteration 23Q: 3 clusters Score -2.193723e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 121844 members 
Entering Unmasked Estep 
Score: -21937396.000000 Penalty: 6023.474121
	Iteration 24Q: 3 clusters Score -2.19374e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -21937432.000000 Penalty: 6023.474121
	Iteration 25Q: 3 clusters Score -2.193743e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
Score: -21937604.000000 Penalty: 6023.474121
	Iteration 26Q: 3 clusters Score -2.19376e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 120099 members 
Entering Unmasked Estep 
Score: -21937620.000000 Penalty: 6023.474121
	Iteration 27Q: 3 clusters Score -2.193762e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 119449 members 
Entering Unmasked Estep 
Score: -21937622.000000 Penalty: 6023.474121
	Iteration 28Q: 3 clusters Score -2.193762e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 118831 members 
Entering Unmasked Estep 
Score: -21937746.000000 Penalty: 6023.474121
	Iteration 29Q: 3 clusters Score -2.193775e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 118179 members 
Entering Unmasked Estep 
Score: -21937884.000000 Penalty: 6023.474121
	Iteration 30Q: 3 clusters Score -2.193788e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 117509 members 
Entering Unmasked Estep 
Score: -21937944.000000 Penalty: 6023.474121
	Iteration 31Q: 3 clusters Score -2.193794e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 116848 members 
Entering Unmasked Estep 
Score: -21938130.000000 Penalty: 6023.474121
	Iteration 32Q: 3 clusters Score -2.193813e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 116142 members 
Entering Unmasked Estep 
Score: -21938210.000000 Penalty: 6023.474121
	Iteration 33Q: 3 clusters Score -2.193821e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 115390 members 
Entering Unmasked Estep 
Score: -21938226.000000 Penalty: 6023.474121
	Iteration 34Q: 3 clusters Score -2.193823e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -21938318.000000 Penalty: 6023.474121
	Iteration 35Q: 3 clusters Score -2.193832e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 113696 members 
Entering Unmasked Estep 
Score: -21938380.000000 Penalty: 6023.474121
	Iteration 36Q: 3 clusters Score -2.193838e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 112833 members 
Entering Unmasked Estep 
Score: -21938448.000000 Penalty: 6023.474121
	Iteration 37Q: 3 clusters Score -2.193845e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 111969 members 
Entering Unmasked Estep 
Score: -21938508.000000 Penalty: 6023.474121
	Iteration 38Q: 3 clusters Score -2.193851e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -21938616.000000 Penalty: 6023.474121
	Iteration 39Q: 3 clusters Score -2.193862e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 110207 members 
Entering Unmasked Estep 
Score: -21938652.000000 Penalty: 6023.474121
	Iteration 40F: 3 clusters Score -2.193865e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78696 members 
Mstep: Class 2 contains 109286 members 
Entering Unmasked Estep 
Score: -21938730.000000 Penalty: 6023.474121
	Iteration 41Q: 3 clusters Score -2.193873e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -21938806.000000 Penalty: 6023.474121
	Iteration 42Q: 3 clusters Score -2.193881e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -21938980.000000 Penalty: 6023.474121
	Iteration 43Q: 3 clusters Score -2.193898e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 106415 members 
Entering Unmasked Estep 
Score: -21939054.000000 Penalty: 6023.474121
	Iteration 44Q: 3 clusters Score -2.193905e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -21939208.000000 Penalty: 6023.474121
	Iteration 45Q: 3 clusters Score -2.193921e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 104510 members 
Entering Unmasked Estep 
Score: -21939350.000000 Penalty: 6023.474121
	Iteration 46Q: 3 clusters Score -2.193935e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84390 members 
Mstep: Class 2 contains 103592 members 
Entering Unmasked Estep 
Score: -21939420.000000 Penalty: 6023.474121
	Iteration 47Q: 3 clusters Score -2.193942e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -21939524.000000 Penalty: 6023.474121
	Iteration 48Q: 3 clusters Score -2.193952e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 101892 members 
Entering Unmasked Estep 
Score: -21939452.000000 Penalty: 6023.474121
	Iteration 49Q: 3 clusters Score -2.193945e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -21939548.000000 Penalty: 6023.474121
	Iteration 50Q: 3 clusters Score -2.193955e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -21939612.000000 Penalty: 6023.474121
	Iteration 51Q: 3 clusters Score -2.193961e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -21939678.000000 Penalty: 6023.474121
	Iteration 52Q: 3 clusters Score -2.193968e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -21939782.000000 Penalty: 6023.474121
	Iteration 53Q: 3 clusters Score -2.193978e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -21939764.000000 Penalty: 6023.474121
	Iteration 54Q: 3 clusters Score -2.193976e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 97821 members 
Entering Unmasked Estep 
Score: -21939874.000000 Penalty: 6023.474121
	Iteration 55Q: 3 clusters Score -2.193987e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -21939894.000000 Penalty: 6023.474121
	Iteration 56Q: 3 clusters Score -2.193989e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -21939986.000000 Penalty: 6023.474121
	Iteration 57Q: 3 clusters Score -2.193999e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 96050 members 
Entering Unmasked Estep 
Score: -21940052.000000 Penalty: 6023.474121
	Iteration 58Q: 3 clusters Score -2.194005e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -21940152.000000 Penalty: 6023.474121
	Iteration 59Q: 3 clusters Score -2.194015e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -21940250.000000 Penalty: 6023.474121
	Iteration 60F: 3 clusters Score -2.194025e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 94199 members 
Entering Unmasked Estep 
Score: -21940290.000000 Penalty: 6023.474121
	Iteration 61Q: 3 clusters Score -2.194029e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -21940314.000000 Penalty: 6023.474121
	Iteration 62Q: 3 clusters Score -2.194031e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -21940346.000000 Penalty: 6023.474121
	Iteration 63Q: 3 clusters Score -2.194035e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -21940364.000000 Penalty: 6023.474121
	Iteration 64Q: 3 clusters Score -2.194036e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -21940448.000000 Penalty: 6023.474121
	Iteration 65Q: 3 clusters Score -2.194045e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -21940502.000000 Penalty: 6023.474121
	Iteration 66Q: 3 clusters Score -2.19405e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -21940564.000000 Penalty: 6023.474121
	Iteration 67Q: 3 clusters Score -2.194056e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -21940528.000000 Penalty: 6023.474121
	Iteration 68Q: 3 clusters Score -2.194053e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -21940530.000000 Penalty: 6023.474121
	Iteration 69Q: 3 clusters Score -2.194053e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98278 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -21940536.000000 Penalty: 6023.474121
	Iteration 70Q: 3 clusters Score -2.194054e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -21940580.000000 Penalty: 6023.474121
	Iteration 71Q: 3 clusters Score -2.194058e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Mstep: Class 2 contains 88958 members 
Entering Unmasked Estep 
Score: -21940578.000000 Penalty: 6023.474121
	Iteration 72Q: 3 clusters Score -2.194058e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -21940576.000000 Penalty: 6023.474121
	Iteration 73Q: 3 clusters Score -2.194058e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -21940616.000000 Penalty: 6023.474121
	Iteration 74Q: 3 clusters Score -2.194062e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 87888 members 
Entering Unmasked Estep 
Score: -21940614.000000 Penalty: 6023.474121
	Iteration 75Q: 3 clusters Score -2.194061e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -21940652.000000 Penalty: 6023.474121
	Iteration 76Q: 3 clusters Score -2.194065e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -21940668.000000 Penalty: 6023.474121
	Iteration 77Q: 3 clusters Score -2.194067e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101194 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -21940708.000000 Penalty: 6023.474121
	Iteration 78Q: 3 clusters Score -2.194071e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -21940768.000000 Penalty: 6023.474121
	Iteration 79Q: 3 clusters Score -2.194077e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -21940800.000000 Penalty: 6023.474121
	Iteration 80F: 3 clusters Score -2.19408e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -21940782.000000 Penalty: 6023.474121
	Iteration 81Q: 3 clusters Score -2.194078e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -21940758.000000 Penalty: 6023.474121
	Iteration 82Q: 3 clusters Score -2.194076e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -21940794.000000 Penalty: 6023.474121
	Iteration 83Q: 3 clusters Score -2.194079e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103084 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -21940808.000000 Penalty: 6023.474121
	Iteration 84Q: 3 clusters Score -2.194081e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -21940814.000000 Penalty: 6023.474121
	Iteration 85Q: 3 clusters Score -2.194081e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 84299 members 
Entering Unmasked Estep 
Score: -21940826.000000 Penalty: 6023.474121
	Iteration 86Q: 3 clusters Score -2.194083e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -21940860.000000 Penalty: 6023.474121
	Iteration 87Q: 3 clusters Score -2.194086e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -21940854.000000 Penalty: 6023.474121
	Iteration 88Q: 3 clusters Score -2.194085e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -21940934.000000 Penalty: 6023.474121
	Iteration 89Q: 3 clusters Score -2.194093e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104986 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -21940972.000000 Penalty: 6023.474121
	Iteration 90Q: 3 clusters Score -2.194097e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -21940974.000000 Penalty: 6023.474121
	Iteration 91Q: 3 clusters Score -2.194097e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 82343 members 
Entering Unmasked Estep 
Score: -21941020.000000 Penalty: 6023.474121
	Iteration 92Q: 3 clusters Score -2.194102e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -21941036.000000 Penalty: 6023.474121
	Iteration 93Q: 3 clusters Score -2.194104e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -21941012.000000 Penalty: 6023.474121
	Iteration 94Q: 3 clusters Score -2.194101e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -21941066.000000 Penalty: 6023.474121
	Iteration 95Q: 3 clusters Score -2.194107e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -21941108.000000 Penalty: 6023.474121
	Iteration 96Q: 3 clusters Score -2.194111e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -21941040.000000 Penalty: 6023.474121
	Iteration 97Q: 3 clusters Score -2.194104e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107317 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -21941072.000000 Penalty: 6023.474121
	Iteration 98Q: 3 clusters Score -2.194107e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107533 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -21941086.000000 Penalty: 6023.474121
	Iteration 99Q: 3 clusters Score -2.194109e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -21941150.000000 Penalty: 6023.474121
	Iteration 100F: 3 clusters Score -2.194115e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107857 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -21941096.000000 Penalty: 6023.474121
	Iteration 101Q: 3 clusters Score -2.19411e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108012 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -21941148.000000 Penalty: 6023.474121
	Iteration 102Q: 3 clusters Score -2.194115e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -21941158.000000 Penalty: 6023.474121
	Iteration 103Q: 3 clusters Score -2.194116e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -21941234.000000 Penalty: 6023.474121
	Iteration 104Q: 3 clusters Score -2.194123e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108489 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -21941224.000000 Penalty: 6023.474121
	Iteration 105Q: 3 clusters Score -2.194122e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108651 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -21941226.000000 Penalty: 6023.474121
	Iteration 106Q: 3 clusters Score -2.194123e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108848 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -21941208.000000 Penalty: 6023.474121
	Iteration 107Q: 3 clusters Score -2.194121e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -21941206.000000 Penalty: 6023.474121
	Iteration 108Q: 3 clusters Score -2.194121e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109297 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
Score: -21941226.000000 Penalty: 6023.474121
	Iteration 109Q: 3 clusters Score -2.194123e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -21941188.000000 Penalty: 6023.474121
	Iteration 110Q: 3 clusters Score -2.194119e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109668 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -21941134.000000 Penalty: 6023.474121
	Iteration 111Q: 3 clusters Score -2.194113e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109866 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -21941100.000000 Penalty: 6023.474121
	Iteration 112Q: 3 clusters Score -2.19411e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -21941112.000000 Penalty: 6023.474121
	Iteration 113Q: 3 clusters Score -2.194111e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110214 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -21941120.000000 Penalty: 6023.474121
	Iteration 114Q: 3 clusters Score -2.194112e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -21941148.000000 Penalty: 6023.474121
	Iteration 115Q: 3 clusters Score -2.194115e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -21941166.000000 Penalty: 6023.474121
	Iteration 116Q: 3 clusters Score -2.194117e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110764 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -21941154.000000 Penalty: 6023.474121
	Iteration 117Q: 3 clusters Score -2.194115e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -21941158.000000 Penalty: 6023.474121
	Iteration 118Q: 3 clusters Score -2.194116e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -21941188.000000 Penalty: 6023.474121
	Iteration 119Q: 3 clusters Score -2.194119e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111319 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -21941160.000000 Penalty: 6023.474121
	Iteration 120F: 3 clusters Score -2.194116e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -21941174.000000 Penalty: 6023.474121
	Iteration 121Q: 3 clusters Score -2.194117e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111693 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -21941182.000000 Penalty: 6023.474121
	Iteration 122Q: 3 clusters Score -2.194118e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -21941168.000000 Penalty: 6023.474121
	Iteration 123Q: 3 clusters Score -2.194117e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112083 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -21941190.000000 Penalty: 6023.474121
	Iteration 124Q: 3 clusters Score -2.194119e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112288 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -21941174.000000 Penalty: 6023.474121
	Iteration 125Q: 3 clusters Score -2.194117e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112503 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -21941178.000000 Penalty: 6023.474121
	Iteration 126Q: 3 clusters Score -2.194118e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112718 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -21941224.000000 Penalty: 6023.474121
	Iteration 127Q: 3 clusters Score -2.194122e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -21941226.000000 Penalty: 6023.474121
	Iteration 128Q: 3 clusters Score -2.194123e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113093 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -21941146.000000 Penalty: 6023.474121
	Iteration 129Q: 3 clusters Score -2.194115e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113241 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -21941138.000000 Penalty: 6023.474121
	Iteration 130Q: 3 clusters Score -2.194114e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113385 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -21941122.000000 Penalty: 6023.474121
	Iteration 131Q: 3 clusters Score -2.194112e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -21941114.000000 Penalty: 6023.474121
	Iteration 132Q: 3 clusters Score -2.194111e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -21941136.000000 Penalty: 6023.474121
	Iteration 133Q: 3 clusters Score -2.194114e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113874 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -21941142.000000 Penalty: 6023.474121
	Iteration 134Q: 3 clusters Score -2.194114e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -21941156.000000 Penalty: 6023.474121
	Iteration 135Q: 3 clusters Score -2.194116e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -21941192.000000 Penalty: 6023.474121
	Iteration 136Q: 3 clusters Score -2.194119e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -21941202.000000 Penalty: 6023.474121
	Iteration 137Q: 3 clusters Score -2.19412e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114634 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -21941226.000000 Penalty: 6023.474121
	Iteration 138Q: 3 clusters Score -2.194123e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -21941272.000000 Penalty: 6023.474121
	Iteration 139Q: 3 clusters Score -2.194127e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115034 members 
Mstep: Class 2 contains 72948 members 
Entering Unmasked Estep 
Score: -21941298.000000 Penalty: 6023.474121
	Iteration 140F: 3 clusters Score -2.19413e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -21941314.000000 Penalty: 6023.474121
	Iteration 141Q: 3 clusters Score -2.194131e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115460 members 
Mstep: Class 2 contains 72522 members 
Entering Unmasked Estep 
Score: -21941374.000000 Penalty: 6023.474121
	Iteration 142Q: 3 clusters Score -2.194137e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115670 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -21941348.000000 Penalty: 6023.474121
	Iteration 143Q: 3 clusters Score -2.194135e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -21941320.000000 Penalty: 6023.474121
	Iteration 144Q: 3 clusters Score -2.194132e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -21941386.000000 Penalty: 6023.474121
	Iteration 145Q: 3 clusters Score -2.194139e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116274 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -21941386.000000 Penalty: 6023.474121
	Iteration 146Q: 3 clusters Score -2.194139e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -21941402.000000 Penalty: 6023.474121
	Iteration 147Q: 3 clusters Score -2.19414e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116761 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -21941404.000000 Penalty: 6023.474121
	Iteration 148Q: 3 clusters Score -2.19414e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -21941384.000000 Penalty: 6023.474121
	Iteration 149Q: 3 clusters Score -2.194138e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117224 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -21941372.000000 Penalty: 6023.474121
	Iteration 150Q: 3 clusters Score -2.194137e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117455 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -21941418.000000 Penalty: 6023.474121
	Iteration 151Q: 3 clusters Score -2.194142e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117689 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -21941446.000000 Penalty: 6023.474121
	Iteration 152Q: 3 clusters Score -2.194145e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117950 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -21941448.000000 Penalty: 6023.474121
	Iteration 153Q: 3 clusters Score -2.194145e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118190 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -21941444.000000 Penalty: 6023.474121
	Iteration 154Q: 3 clusters Score -2.194144e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118429 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -21941454.000000 Penalty: 6023.474121
	Iteration 155Q: 3 clusters Score -2.194145e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118662 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -21941478.000000 Penalty: 6023.474121
	Iteration 156Q: 3 clusters Score -2.194148e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118906 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -21941472.000000 Penalty: 6023.474121
	Iteration 157Q: 3 clusters Score -2.194147e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119158 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -21941470.000000 Penalty: 6023.474121
	Iteration 158Q: 3 clusters Score -2.194147e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -21941546.000000 Penalty: 6023.474121
	Iteration 159Q: 3 clusters Score -2.194155e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -21941594.000000 Penalty: 6023.474121
	Iteration 160F: 3 clusters Score -2.194159e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119919 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -21941590.000000 Penalty: 6023.474121
	Iteration 161Q: 3 clusters Score -2.194159e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120161 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -21941554.000000 Penalty: 6023.474121
	Iteration 162Q: 3 clusters Score -2.194155e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120420 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -21941594.000000 Penalty: 6023.474121
	Iteration 163Q: 3 clusters Score -2.194159e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120662 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -21941576.000000 Penalty: 6023.474121
	Iteration 164Q: 3 clusters Score -2.194158e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120914 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -21941542.000000 Penalty: 6023.474121
	Iteration 165Q: 3 clusters Score -2.194154e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121149 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -21941552.000000 Penalty: 6023.474121
	Iteration 166Q: 3 clusters Score -2.194155e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121409 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -21941558.000000 Penalty: 6023.474121
	Iteration 167Q: 3 clusters Score -2.194156e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121664 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -21941590.000000 Penalty: 6023.474121
	Iteration 168Q: 3 clusters Score -2.194159e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121905 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -21941618.000000 Penalty: 6023.474121
	Iteration 169Q: 3 clusters Score -2.194162e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122122 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -21941608.000000 Penalty: 6023.474121
	Iteration 170Q: 3 clusters Score -2.194161e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122348 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -21941602.000000 Penalty: 6023.474121
	Iteration 171Q: 3 clusters Score -2.19416e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122591 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -21941626.000000 Penalty: 6023.474121
	Iteration 172Q: 3 clusters Score -2.194163e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122848 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -21941642.000000 Penalty: 6023.474121
	Iteration 173Q: 3 clusters Score -2.194164e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123125 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -21941658.000000 Penalty: 6023.474121
	Iteration 174Q: 3 clusters Score -2.194166e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123412 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -21941634.000000 Penalty: 6023.474121
	Iteration 175Q: 3 clusters Score -2.194163e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123700 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -21941626.000000 Penalty: 6023.474121
	Iteration 176Q: 3 clusters Score -2.194163e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123981 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -21941650.000000 Penalty: 6023.474121
	Iteration 177Q: 3 clusters Score -2.194165e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -21941650.000000 Penalty: 6023.474121
	Iteration 178Q: 3 clusters Score -2.194165e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124487 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -21941666.000000 Penalty: 6023.474121
	Iteration 179Q: 3 clusters Score -2.194167e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124748 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -21941604.000000 Penalty: 6023.474121
	Iteration 180F: 3 clusters Score -2.19416e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -21941624.000000 Penalty: 6023.474121
	Iteration 181Q: 3 clusters Score -2.194162e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125300 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -21941624.000000 Penalty: 6023.474121
	Iteration 182Q: 3 clusters Score -2.194162e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125595 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -21941690.000000 Penalty: 6023.474121
	Iteration 183Q: 3 clusters Score -2.194169e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125890 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -21941716.000000 Penalty: 6023.474121
	Iteration 184Q: 3 clusters Score -2.194172e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -21941776.000000 Penalty: 6023.474121
	Iteration 185Q: 3 clusters Score -2.194178e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126459 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -21941784.000000 Penalty: 6023.474121
	Iteration 186Q: 3 clusters Score -2.194178e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126733 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -21941758.000000 Penalty: 6023.474121
	Iteration 187Q: 3 clusters Score -2.194176e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -21941802.000000 Penalty: 6023.474121
	Iteration 188Q: 3 clusters Score -2.19418e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127246 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -21941804.000000 Penalty: 6023.474121
	Iteration 189Q: 3 clusters Score -2.19418e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127489 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -21941838.000000 Penalty: 6023.474121
	Iteration 190Q: 3 clusters Score -2.194184e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127765 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -21941876.000000 Penalty: 6023.474121
	Iteration 191Q: 3 clusters Score -2.194188e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -21941936.000000 Penalty: 6023.474121
	Iteration 192Q: 3 clusters Score -2.194194e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -21941956.000000 Penalty: 6023.474121
	Iteration 193Q: 3 clusters Score -2.194196e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128552 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -21941952.000000 Penalty: 6023.474121
	Iteration 194Q: 3 clusters Score -2.194195e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128808 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -21941970.000000 Penalty: 6023.474121
	Iteration 195Q: 3 clusters Score -2.194197e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129059 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -21941940.000000 Penalty: 6023.474121
	Iteration 196Q: 3 clusters Score -2.194194e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129303 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -21941932.000000 Penalty: 6023.474121
	Iteration 197Q: 3 clusters Score -2.194193e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129534 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -21941948.000000 Penalty: 6023.474121
	Iteration 198Q: 3 clusters Score -2.194195e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129772 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -21941962.000000 Penalty: 6023.474121
	Iteration 199Q: 3 clusters Score -2.194196e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129999 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -21941998.000000 Penalty: 6023.474121
	Iteration 200F: 3 clusters Score -2.1942e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130223 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -21941974.000000 Penalty: 6023.474121
	Iteration 201Q: 3 clusters Score -2.194197e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130443 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -21941962.000000 Penalty: 6023.474121
	Iteration 202Q: 3 clusters Score -2.194196e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130656 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -21941946.000000 Penalty: 6023.474121
	Iteration 203Q: 3 clusters Score -2.194195e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130902 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -21941980.000000 Penalty: 6023.474121
	Iteration 204Q: 3 clusters Score -2.194198e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131153 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -21941984.000000 Penalty: 6023.474121
	Iteration 205Q: 3 clusters Score -2.194198e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131407 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -21941982.000000 Penalty: 6023.474121
	Iteration 206Q: 3 clusters Score -2.194198e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131648 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -21941948.000000 Penalty: 6023.474121
	Iteration 207Q: 3 clusters Score -2.194195e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131908 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -21941916.000000 Penalty: 6023.474121
	Iteration 208Q: 3 clusters Score -2.194192e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132166 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -21941974.000000 Penalty: 6023.474121
	Iteration 209Q: 3 clusters Score -2.194197e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132401 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -21941956.000000 Penalty: 6023.474121
	Iteration 210Q: 3 clusters Score -2.194196e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132637 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -21941970.000000 Penalty: 6023.474121
	Iteration 211Q: 3 clusters Score -2.194197e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132861 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -21942006.000000 Penalty: 6023.474121
	Iteration 212Q: 3 clusters Score -2.194201e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133089 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -21942008.000000 Penalty: 6023.474121
	Iteration 213Q: 3 clusters Score -2.194201e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133312 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -21942046.000000 Penalty: 6023.474121
	Iteration 214Q: 3 clusters Score -2.194205e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133551 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -21941996.000000 Penalty: 6023.474121
	Iteration 215Q: 3 clusters Score -2.1942e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133800 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -21942044.000000 Penalty: 6023.474121
	Iteration 216Q: 3 clusters Score -2.194204e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134059 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -21942056.000000 Penalty: 6023.474121
	Iteration 217Q: 3 clusters Score -2.194206e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134319 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -21942040.000000 Penalty: 6023.474121
	Iteration 218Q: 3 clusters Score -2.194204e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134604 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -21942046.000000 Penalty: 6023.474121
	Iteration 219Q: 3 clusters Score -2.194205e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134859 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -21942094.000000 Penalty: 6023.474121
	Iteration 220F: 3 clusters Score -2.194209e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135108 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -21942124.000000 Penalty: 6023.474121
	Iteration 221Q: 3 clusters Score -2.194212e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135368 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -21942184.000000 Penalty: 6023.474121
	Iteration 222Q: 3 clusters Score -2.194218e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135643 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -21942176.000000 Penalty: 6023.474121
	Iteration 223Q: 3 clusters Score -2.194218e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135909 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -21942156.000000 Penalty: 6023.474121
	Iteration 224Q: 3 clusters Score -2.194216e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136170 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -21942156.000000 Penalty: 6023.474121
	Iteration 225Q: 3 clusters Score -2.194216e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136419 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -21942136.000000 Penalty: 6023.474121
	Iteration 226Q: 3 clusters Score -2.194214e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136634 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -21942170.000000 Penalty: 6023.474121
	Iteration 227Q: 3 clusters Score -2.194217e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136844 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -21942174.000000 Penalty: 6023.474121
	Iteration 228Q: 3 clusters Score -2.194217e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137036 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -21942230.000000 Penalty: 6023.474121
	Iteration 229Q: 3 clusters Score -2.194223e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137236 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -21942246.000000 Penalty: 6023.474121
	Iteration 230Q: 3 clusters Score -2.194225e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137419 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -21942212.000000 Penalty: 6023.474121
	Iteration 231Q: 3 clusters Score -2.194221e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137598 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -21942244.000000 Penalty: 6023.474121
	Iteration 232Q: 3 clusters Score -2.194224e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137781 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -21942272.000000 Penalty: 6023.474121
	Iteration 233Q: 3 clusters Score -2.194227e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137953 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -21942282.000000 Penalty: 6023.474121
	Iteration 234Q: 3 clusters Score -2.194228e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -21942320.000000 Penalty: 6023.474121
	Iteration 235Q: 3 clusters Score -2.194232e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138269 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -21942314.000000 Penalty: 6023.474121
	Iteration 236Q: 3 clusters Score -2.194231e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138409 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -21942300.000000 Penalty: 6023.474121
	Iteration 237Q: 3 clusters Score -2.19423e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138545 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -21942350.000000 Penalty: 6023.474121
	Iteration 238Q: 3 clusters Score -2.194235e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138669 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -21942366.000000 Penalty: 6023.474121
	Iteration 239Q: 3 clusters Score -2.194237e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138777 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -21942318.000000 Penalty: 6023.474121
	Iteration 240F: 3 clusters Score -2.194232e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138887 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -21942292.000000 Penalty: 6023.474121
	Iteration 241Q: 3 clusters Score -2.194229e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138993 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -21942336.000000 Penalty: 6023.474121
	Iteration 242Q: 3 clusters Score -2.194234e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -21942358.000000 Penalty: 6023.474121
	Iteration 243Q: 3 clusters Score -2.194236e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139192 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -21942368.000000 Penalty: 6023.474121
	Iteration 244Q: 3 clusters Score -2.194237e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139297 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -21942348.000000 Penalty: 6023.474121
	Iteration 245Q: 3 clusters Score -2.194235e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139411 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -21942338.000000 Penalty: 6023.474121
	Iteration 246Q: 3 clusters Score -2.194234e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139523 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -21942342.000000 Penalty: 6023.474121
	Iteration 247Q: 3 clusters Score -2.194234e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139616 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -21942340.000000 Penalty: 6023.474121
	Iteration 248Q: 3 clusters Score -2.194234e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139698 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -21942330.000000 Penalty: 6023.474121
	Iteration 249Q: 3 clusters Score -2.194233e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139770 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -21942300.000000 Penalty: 6023.474121
	Iteration 250Q: 3 clusters Score -2.19423e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139858 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -21942304.000000 Penalty: 6023.474121
	Iteration 251Q: 3 clusters Score -2.19423e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139956 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -21942316.000000 Penalty: 6023.474121
	Iteration 252Q: 3 clusters Score -2.194232e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140063 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -21942318.000000 Penalty: 6023.474121
	Iteration 253Q: 3 clusters Score -2.194232e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140150 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -21942308.000000 Penalty: 6023.474121
	Iteration 254Q: 3 clusters Score -2.194231e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140242 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -21942310.000000 Penalty: 6023.474121
	Iteration 255Q: 3 clusters Score -2.194231e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140332 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -21942288.000000 Penalty: 6023.474121
	Iteration 256Q: 3 clusters Score -2.194229e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -21942264.000000 Penalty: 6023.474121
	Iteration 257Q: 3 clusters Score -2.194226e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140474 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -21942264.000000 Penalty: 6023.474121
	Iteration 258Q: 3 clusters Score -2.194226e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140549 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -21942286.000000 Penalty: 6023.474121
	Iteration 259Q: 3 clusters Score -2.194229e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140624 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -21942268.000000 Penalty: 6023.474121
	Iteration 260F: 3 clusters Score -2.194227e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140688 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -21942258.000000 Penalty: 6023.474121
	Iteration 261Q: 3 clusters Score -2.194226e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140754 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -21942232.000000 Penalty: 6023.474121
	Iteration 262Q: 3 clusters Score -2.194223e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140823 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -21942264.000000 Penalty: 6023.474121
	Iteration 263Q: 3 clusters Score -2.194226e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -21942264.000000 Penalty: 6023.474121
	Iteration 264Q: 3 clusters Score -2.194226e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140958 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -21942250.000000 Penalty: 6023.474121
	Iteration 265Q: 3 clusters Score -2.194225e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141038 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -21942252.000000 Penalty: 6023.474121
	Iteration 266Q: 3 clusters Score -2.194225e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141130 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -21942260.000000 Penalty: 6023.474121
	Iteration 267Q: 3 clusters Score -2.194226e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141230 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -21942280.000000 Penalty: 6023.474121
	Iteration 268Q: 3 clusters Score -2.194228e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141318 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -21942292.000000 Penalty: 6023.474121
	Iteration 269Q: 3 clusters Score -2.194229e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141405 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -21942320.000000 Penalty: 6023.474121
	Iteration 270Q: 3 clusters Score -2.194232e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -21942328.000000 Penalty: 6023.474121
	Iteration 271Q: 3 clusters Score -2.194233e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141586 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -21942360.000000 Penalty: 6023.474121
	Iteration 272Q: 3 clusters Score -2.194236e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141659 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -21942368.000000 Penalty: 6023.474121
	Iteration 273Q: 3 clusters Score -2.194237e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -21942374.000000 Penalty: 6023.474121
	Iteration 274Q: 3 clusters Score -2.194237e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141816 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -21942350.000000 Penalty: 6023.474121
	Iteration 275Q: 3 clusters Score -2.194235e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141923 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -21942350.000000 Penalty: 6023.474121
	Iteration 276Q: 3 clusters Score -2.194235e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -21942350.000000 Penalty: 6023.474121
	Iteration 277Q: 3 clusters Score -2.194235e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142119 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -21942318.000000 Penalty: 6023.474121
	Iteration 278Q: 3 clusters Score -2.194232e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142199 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -21942344.000000 Penalty: 6023.474121
	Iteration 279Q: 3 clusters Score -2.194234e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142261 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -21942360.000000 Penalty: 6023.474121
	Iteration 280F: 3 clusters Score -2.194236e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142324 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -21942374.000000 Penalty: 6023.474121
	Iteration 281Q: 3 clusters Score -2.194237e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142381 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -21942358.000000 Penalty: 6023.474121
	Iteration 282Q: 3 clusters Score -2.194236e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142429 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -21942372.000000 Penalty: 6023.474121
	Iteration 283Q: 3 clusters Score -2.194237e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -21942374.000000 Penalty: 6023.474121
	Iteration 284Q: 3 clusters Score -2.194237e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142531 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -21942390.000000 Penalty: 6023.474121
	Iteration 285Q: 3 clusters Score -2.194239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142582 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -21942370.000000 Penalty: 6023.474121
	Iteration 286Q: 3 clusters Score -2.194237e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142629 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -21942364.000000 Penalty: 6023.474121
	Iteration 287Q: 3 clusters Score -2.194236e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142680 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -21942380.000000 Penalty: 6023.474121
	Iteration 288Q: 3 clusters Score -2.194238e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -21942370.000000 Penalty: 6023.474121
	Iteration 289Q: 3 clusters Score -2.194237e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142796 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -21942374.000000 Penalty: 6023.474121
	Iteration 290Q: 3 clusters Score -2.194237e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142861 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -21942366.000000 Penalty: 6023.474121
	Iteration 291Q: 3 clusters Score -2.194237e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142915 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -21942380.000000 Penalty: 6023.474121
	Iteration 292Q: 3 clusters Score -2.194238e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142958 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -21942370.000000 Penalty: 6023.474121
	Iteration 293Q: 3 clusters Score -2.194237e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -21942434.000000 Penalty: 6023.474121
	Iteration 294Q: 3 clusters Score -2.194243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143054 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -21942414.000000 Penalty: 6023.474121
	Iteration 295Q: 3 clusters Score -2.194241e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143109 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -21942432.000000 Penalty: 6023.474121
	Iteration 296Q: 3 clusters Score -2.194243e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -21942454.000000 Penalty: 6023.474121
	Iteration 297Q: 3 clusters Score -2.194245e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143210 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -21942424.000000 Penalty: 6023.474121
	Iteration 298Q: 3 clusters Score -2.194242e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143267 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -21942416.000000 Penalty: 6023.474121
	Iteration 299Q: 3 clusters Score -2.194242e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143334 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -21942440.000000 Penalty: 6023.474121
	Iteration 300F: 3 clusters Score -2.194244e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143397 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -21942446.000000 Penalty: 6023.474121
	Iteration 301Q: 3 clusters Score -2.194245e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143454 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -21942452.000000 Penalty: 6023.474121
	Iteration 302Q: 3 clusters Score -2.194245e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143497 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -21942458.000000 Penalty: 6023.474121
	Iteration 303Q: 3 clusters Score -2.194246e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143531 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -21942406.000000 Penalty: 6023.474121
	Iteration 304Q: 3 clusters Score -2.194241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143567 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -21942436.000000 Penalty: 6023.474121
	Iteration 305Q: 3 clusters Score -2.194244e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143613 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -21942428.000000 Penalty: 6023.474121
	Iteration 306Q: 3 clusters Score -2.194243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -21942408.000000 Penalty: 6023.474121
	Iteration 307Q: 3 clusters Score -2.194241e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -21942436.000000 Penalty: 6023.474121
	Iteration 308Q: 3 clusters Score -2.194244e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143755 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -21942428.000000 Penalty: 6023.474121
	Iteration 309Q: 3 clusters Score -2.194243e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143821 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -21942450.000000 Penalty: 6023.474121
	Iteration 310Q: 3 clusters Score -2.194245e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143881 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -21942470.000000 Penalty: 6023.474121
	Iteration 311Q: 3 clusters Score -2.194247e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143936 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -21942478.000000 Penalty: 6023.474121
	Iteration 312Q: 3 clusters Score -2.194248e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143981 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -21942462.000000 Penalty: 6023.474121
	Iteration 313Q: 3 clusters Score -2.194246e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -21942484.000000 Penalty: 6023.474121
	Iteration 314Q: 3 clusters Score -2.194248e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144096 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -21942508.000000 Penalty: 6023.474121
	Iteration 315Q: 3 clusters Score -2.194251e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144146 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -21942494.000000 Penalty: 6023.474121
	Iteration 316Q: 3 clusters Score -2.194249e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144197 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -21942500.000000 Penalty: 6023.474121
	Iteration 317Q: 3 clusters Score -2.19425e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144253 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -21942488.000000 Penalty: 6023.474121
	Iteration 318Q: 3 clusters Score -2.194249e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144296 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -21942496.000000 Penalty: 6023.474121
	Iteration 319Q: 3 clusters Score -2.19425e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144338 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -21942476.000000 Penalty: 6023.474121
	Iteration 320F: 3 clusters Score -2.194248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144389 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -21942486.000000 Penalty: 6023.474121
	Iteration 321Q: 3 clusters Score -2.194249e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144445 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -21942502.000000 Penalty: 6023.474121
	Iteration 322Q: 3 clusters Score -2.19425e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144489 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -21942506.000000 Penalty: 6023.474121
	Iteration 323Q: 3 clusters Score -2.194251e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144539 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -21942464.000000 Penalty: 6023.474121
	Iteration 324Q: 3 clusters Score -2.194246e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144592 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -21942504.000000 Penalty: 6023.474121
	Iteration 325Q: 3 clusters Score -2.19425e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -21942508.000000 Penalty: 6023.474121
	Iteration 326Q: 3 clusters Score -2.194251e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144684 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -21942510.000000 Penalty: 6023.474121
	Iteration 327Q: 3 clusters Score -2.194251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144739 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -21942524.000000 Penalty: 6023.474121
	Iteration 328Q: 3 clusters Score -2.194252e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144807 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -21942532.000000 Penalty: 6023.474121
	Iteration 329Q: 3 clusters Score -2.194253e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144877 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -21942522.000000 Penalty: 6023.474121
	Iteration 330Q: 3 clusters Score -2.194252e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -21942574.000000 Penalty: 6023.474121
	Iteration 331Q: 3 clusters Score -2.194257e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145009 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -21942546.000000 Penalty: 6023.474121
	Iteration 332Q: 3 clusters Score -2.194255e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145070 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -21942538.000000 Penalty: 6023.474121
	Iteration 333Q: 3 clusters Score -2.194254e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -21942534.000000 Penalty: 6023.474121
	Iteration 334Q: 3 clusters Score -2.194253e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145196 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -21942492.000000 Penalty: 6023.474121
	Iteration 335Q: 3 clusters Score -2.194249e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145257 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -21942458.000000 Penalty: 6023.474121
	Iteration 336Q: 3 clusters Score -2.194246e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145329 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -21942464.000000 Penalty: 6023.474121
	Iteration 337Q: 3 clusters Score -2.194246e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145398 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -21942478.000000 Penalty: 6023.474121
	Iteration 338Q: 3 clusters Score -2.194248e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145468 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -21942470.000000 Penalty: 6023.474121
	Iteration 339Q: 3 clusters Score -2.194247e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145531 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -21942464.000000 Penalty: 6023.474121
	Iteration 340F: 3 clusters Score -2.194246e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -21942452.000000 Penalty: 6023.474121
	Iteration 341Q: 3 clusters Score -2.194245e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145666 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -21942466.000000 Penalty: 6023.474121
	Iteration 342Q: 3 clusters Score -2.194247e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145735 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -21942506.000000 Penalty: 6023.474121
	Iteration 343Q: 3 clusters Score -2.194251e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145806 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -21942500.000000 Penalty: 6023.474121
	Iteration 344Q: 3 clusters Score -2.19425e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145871 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -21942518.000000 Penalty: 6023.474121
	Iteration 345Q: 3 clusters Score -2.194252e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145949 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -21942508.000000 Penalty: 6023.474121
	Iteration 346Q: 3 clusters Score -2.194251e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146017 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -21942526.000000 Penalty: 6023.474121
	Iteration 347Q: 3 clusters Score -2.194253e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146077 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -21942516.000000 Penalty: 6023.474121
	Iteration 348Q: 3 clusters Score -2.194252e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146142 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -21942496.000000 Penalty: 6023.474121
	Iteration 349Q: 3 clusters Score -2.19425e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146199 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -21942542.000000 Penalty: 6023.474121
	Iteration 350Q: 3 clusters Score -2.194254e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146252 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -21942526.000000 Penalty: 6023.474121
	Iteration 351Q: 3 clusters Score -2.194253e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146313 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -21942522.000000 Penalty: 6023.474121
	Iteration 352Q: 3 clusters Score -2.194252e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146364 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -21942516.000000 Penalty: 6023.474121
	Iteration 353Q: 3 clusters Score -2.194252e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146418 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -21942546.000000 Penalty: 6023.474121
	Iteration 354Q: 3 clusters Score -2.194255e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146480 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -21942556.000000 Penalty: 6023.474121
	Iteration 355Q: 3 clusters Score -2.194256e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146542 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -2.194255e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146586 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -21942570.000000 Penalty: 6023.474121
	Iteration 357Q: 3 clusters Score -2.194257e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146637 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -21942554.000000 Penalty: 6023.474121
	Iteration 358Q: 3 clusters Score -2.194255e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146686 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -21942544.000000 Penalty: 6023.474121
	Iteration 359Q: 3 clusters Score -2.194254e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146727 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -21942554.000000 Penalty: 6023.474121
	Iteration 360F: 3 clusters Score -2.194255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146765 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -2.194255e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146800 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -2.194255e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146844 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -21942556.000000 Penalty: 6023.474121
	Iteration 363Q: 3 clusters Score -2.194256e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146882 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -2.194255e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146917 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -2.194255e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146952 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -21942548.000000 Penalty: 6023.474121
	Iteration 366Q: 3 clusters Score -2.194255e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146986 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -2.194258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -2.194255e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147059 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -2.194255e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -2.194257e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -21942568.000000 Penalty: 6023.474121
	Iteration 371Q: 3 clusters Score -2.194257e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147157 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -21942584.000000 Penalty: 6023.474121
	Iteration 372Q: 3 clusters Score -2.194258e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147196 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -21942572.000000 Penalty: 6023.474121
	Iteration 373Q: 3 clusters Score -2.194257e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147231 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -2.194258e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147274 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -21942586.000000 Penalty: 6023.474121
	Iteration 375Q: 3 clusters Score -2.194259e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147318 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -2.194258e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147369 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -2.194257e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147421 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -21942556.000000 Penalty: 6023.474121
	Iteration 378Q: 3 clusters Score -2.194256e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147479 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -21942536.000000 Penalty: 6023.474121
	Iteration 379Q: 3 clusters Score -2.194254e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147541 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -2.194257e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147599 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -2.194255e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147655 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -21942542.000000 Penalty: 6023.474121
	Iteration 382Q: 3 clusters Score -2.194254e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147704 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -21942532.000000 Penalty: 6023.474121
	Iteration 383Q: 3 clusters Score -2.194253e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147767 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -2.194253e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147831 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -2.194253e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -21942518.000000 Penalty: 6023.474121
	Iteration 386Q: 3 clusters Score -2.194252e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147964 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -2.19425e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148037 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -2.194249e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148107 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -2.194246e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148165 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -2.194248e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -21942510.000000 Penalty: 6023.474121
	Iteration 391Q: 3 clusters Score -2.194251e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148315 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -21942508.000000 Penalty: 6023.474121
	Iteration 392Q: 3 clusters Score -2.194251e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -2.194248e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148486 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -2.194247e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148578 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -21942516.000000 Penalty: 6023.474121
	Iteration 395Q: 3 clusters Score -2.194252e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -21942538.000000 Penalty: 6023.474121
	Iteration 396Q: 3 clusters Score -2.194254e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148778 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -2.194256e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148870 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -21942564.000000 Penalty: 6023.474121
	Iteration 398Q: 3 clusters Score -2.194256e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148965 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -21942586.000000 Penalty: 6023.474121
	Iteration 399Q: 3 clusters Score -2.194259e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149058 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -21942592.000000 Penalty: 6023.474121
	Iteration 400F: 3 clusters Score -2.194259e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149156 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -2.194262e+07 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149297 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -2.194261e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -2.194265e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149531 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -2.194265e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149639 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -2.194266e+07 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -21942672.000000 Penalty: 6023.474121
	Iteration 406Q: 3 clusters Score -2.194267e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149850 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -2.194267e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149960 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -2.194265e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -2.194263e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150148 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -2.194262e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150222 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -2.194265e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150276 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -2.194265e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150339 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -2.194265e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150394 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -21942618.000000 Penalty: 6023.474121
	Iteration 414Q: 3 clusters Score -2.194262e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150459 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -21942636.000000 Penalty: 6023.474121
	Iteration 415Q: 3 clusters Score -2.194264e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150552 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -21942644.000000 Penalty: 6023.474121
	Iteration 416Q: 3 clusters Score -2.194264e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -2.194266e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -21942638.000000 Penalty: 6023.474121
	Iteration 418Q: 3 clusters Score -2.194264e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150831 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -2.194267e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150934 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -2.194266e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151036 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -2.194266e+07 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -2.194266e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151253 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -2.194262e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151360 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -2.194261e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -2.19426e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151552 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -2.194258e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151654 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -2.194263e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151764 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -2.194263e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -2.194264e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151948 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
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	Iteration 430Q: 3 clusters Score -2.194265e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152050 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -2.194267e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152160 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -2.194266e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152266 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
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	Iteration 433Q: 3 clusters Score -2.19427e+07 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152393 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
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	Iteration 434Q: 3 clusters Score -2.194269e+07 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152517 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
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	Iteration 435Q: 3 clusters Score -2.194267e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152631 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
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	Iteration 436Q: 3 clusters Score -2.194268e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152747 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -21942652.000000 Penalty: 6023.474121
	Iteration 437Q: 3 clusters Score -2.194265e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152885 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -2.194269e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -21942738.000000 Penalty: 6023.474121
	Iteration 439Q: 3 clusters Score -2.194274e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153137 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -21942714.000000 Penalty: 6023.474121
	Iteration 440F: 3 clusters Score -2.194271e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153258 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -21942730.000000 Penalty: 6023.474121
	Iteration 441Q: 3 clusters Score -2.194273e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153383 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -21942746.000000 Penalty: 6023.474121
	Iteration 442Q: 3 clusters Score -2.194275e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153521 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -21942724.000000 Penalty: 6023.474121
	Iteration 443Q: 3 clusters Score -2.194272e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -21942706.000000 Penalty: 6023.474121
	Iteration 444Q: 3 clusters Score -2.194271e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153786 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -21942690.000000 Penalty: 6023.474121
	Iteration 445Q: 3 clusters Score -2.194269e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -21942678.000000 Penalty: 6023.474121
	Iteration 446Q: 3 clusters Score -2.194268e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154025 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -21942678.000000 Penalty: 6023.474121
	Iteration 447Q: 3 clusters Score -2.194268e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154136 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -21942690.000000 Penalty: 6023.474121
	Iteration 448Q: 3 clusters Score -2.194269e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154248 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -21942686.000000 Penalty: 6023.474121
	Iteration 449Q: 3 clusters Score -2.194269e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -21942742.000000 Penalty: 6023.474121
	Iteration 450Q: 3 clusters Score -2.194274e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154463 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -21942784.000000 Penalty: 6023.474121
	Iteration 451Q: 3 clusters Score -2.194278e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154564 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -21942816.000000 Penalty: 6023.474121
	Iteration 452Q: 3 clusters Score -2.194282e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154652 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -21942778.000000 Penalty: 6023.474121
	Iteration 453Q: 3 clusters Score -2.194278e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -21942774.000000 Penalty: 6023.474121
	Iteration 454Q: 3 clusters Score -2.194277e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154849 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -21942788.000000 Penalty: 6023.474121
	Iteration 455Q: 3 clusters Score -2.194279e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -21942768.000000 Penalty: 6023.474121
	Iteration 456Q: 3 clusters Score -2.194277e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155023 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -21942774.000000 Penalty: 6023.474121
	Iteration 457Q: 3 clusters Score -2.194277e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -21942776.000000 Penalty: 6023.474121
	Iteration 458Q: 3 clusters Score -2.194278e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155214 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -21942762.000000 Penalty: 6023.474121
	Iteration 459Q: 3 clusters Score -2.194276e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155318 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -21942742.000000 Penalty: 6023.474121
	Iteration 460F: 3 clusters Score -2.194274e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155401 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -21942718.000000 Penalty: 6023.474121
	Iteration 461Q: 3 clusters Score -2.194272e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155480 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -21942730.000000 Penalty: 6023.474121
	Iteration 462Q: 3 clusters Score -2.194273e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155560 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -21942722.000000 Penalty: 6023.474121
	Iteration 463Q: 3 clusters Score -2.194272e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -21942726.000000 Penalty: 6023.474121
	Iteration 464Q: 3 clusters Score -2.194273e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155712 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -21942714.000000 Penalty: 6023.474121
	Iteration 465Q: 3 clusters Score -2.194271e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155780 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -21942770.000000 Penalty: 6023.474121
	Iteration 466Q: 3 clusters Score -2.194277e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -21942744.000000 Penalty: 6023.474121
	Iteration 467Q: 3 clusters Score -2.194274e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -21942770.000000 Penalty: 6023.474121
	Iteration 468Q: 3 clusters Score -2.194277e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156019 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -21942738.000000 Penalty: 6023.474121
	Iteration 469Q: 3 clusters Score -2.194274e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156098 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -21942740.000000 Penalty: 6023.474121
	Iteration 470Q: 3 clusters Score -2.194274e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156169 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -21942718.000000 Penalty: 6023.474121
	Iteration 471Q: 3 clusters Score -2.194272e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156235 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -21942726.000000 Penalty: 6023.474121
	Iteration 472Q: 3 clusters Score -2.194273e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -21942730.000000 Penalty: 6023.474121
	Iteration 473Q: 3 clusters Score -2.194273e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156378 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -21942758.000000 Penalty: 6023.474121
	Iteration 474Q: 3 clusters Score -2.194276e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156451 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -21942736.000000 Penalty: 6023.474121
	Iteration 475Q: 3 clusters Score -2.194274e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156510 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -21942736.000000 Penalty: 6023.474121
	Iteration 476Q: 3 clusters Score -2.194274e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156570 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -21942716.000000 Penalty: 6023.474121
	Iteration 477Q: 3 clusters Score -2.194272e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156628 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -21942738.000000 Penalty: 6023.474121
	Iteration 478Q: 3 clusters Score -2.194274e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156682 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -21942756.000000 Penalty: 6023.474121
	Iteration 479Q: 3 clusters Score -2.194276e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -21942744.000000 Penalty: 6023.474121
	Iteration 480F: 3 clusters Score -2.194274e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156814 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -21942746.000000 Penalty: 6023.474121
	Iteration 481Q: 3 clusters Score -2.194275e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156888 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -21942766.000000 Penalty: 6023.474121
	Iteration 482Q: 3 clusters Score -2.194277e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156961 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -21942776.000000 Penalty: 6023.474121
	Iteration 483Q: 3 clusters Score -2.194278e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157031 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -21942794.000000 Penalty: 6023.474121
	Iteration 484Q: 3 clusters Score -2.194279e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -21942754.000000 Penalty: 6023.474121
	Iteration 485Q: 3 clusters Score -2.194275e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -21942760.000000 Penalty: 6023.474121
	Iteration 486Q: 3 clusters Score -2.194276e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157210 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -21942784.000000 Penalty: 6023.474121
	Iteration 487Q: 3 clusters Score -2.194278e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157273 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -21942782.000000 Penalty: 6023.474121
	Iteration 488Q: 3 clusters Score -2.194278e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157338 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -21942788.000000 Penalty: 6023.474121
	Iteration 489Q: 3 clusters Score -2.194279e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157409 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -21942744.000000 Penalty: 6023.474121
	Iteration 490Q: 3 clusters Score -2.194274e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -21942740.000000 Penalty: 6023.474121
	Iteration 491Q: 3 clusters Score -2.194274e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157547 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -21942774.000000 Penalty: 6023.474121
	Iteration 492Q: 3 clusters Score -2.194277e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157608 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -21942762.000000 Penalty: 6023.474121
	Iteration 493Q: 3 clusters Score -2.194276e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157671 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -21942754.000000 Penalty: 6023.474121
	Iteration 494Q: 3 clusters Score -2.194275e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -21942774.000000 Penalty: 6023.474121
	Iteration 495Q: 3 clusters Score -2.194277e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157816 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -21942774.000000 Penalty: 6023.474121
	Iteration 496Q: 3 clusters Score -2.194277e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157877 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -21942792.000000 Penalty: 6023.474121
	Iteration 497Q: 3 clusters Score -2.194279e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157946 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -21942782.000000 Penalty: 6023.474121
	Iteration 498Q: 3 clusters Score -2.194278e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -21942758.000000 Penalty: 6023.474121
	Iteration 499Q: 3 clusters Score -2.194276e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158093 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -21942786.000000 Penalty: 6023.474121
	Iteration 500F: 3 clusters Score -2.194279e+07 nChanged 87
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 13 (186835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186835 members 
Entering Unmasked Estep 
Score: -22042742.000000 Penalty: 3010.219482
	Iteration 0F: 2 clusters Score -2.204274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -21920242.000000 Penalty: 6020.438965
	Iteration 0F: 3 clusters Score -2.192024e+07 nChanged 89509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -21971862.000000 Penalty: 6020.438965
	Iteration 1F: 3 clusters Score -2.197186e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -21972980.000000 Penalty: 6020.438965
	Iteration 2Q: 3 clusters Score -2.197298e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -21974356.000000 Penalty: 6020.438965
	Iteration 3Q: 3 clusters Score -2.197436e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86788 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -21976158.000000 Penalty: 6020.438965
	Iteration 4Q: 3 clusters Score -2.197616e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -21978748.000000 Penalty: 6020.438965
	Iteration 5Q: 3 clusters Score -2.197875e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 110216 members 
Entering Unmasked Estep 
Score: -21982796.000000 Penalty: 6020.438965
	Iteration 6Q: 3 clusters Score -2.19828e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 118729 members 
Entering Unmasked Estep 
Score: -21988612.000000 Penalty: 6020.438965
	Iteration 7F: 3 clusters Score -2.198861e+07 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 129466 members 
Entering Unmasked Estep 
Score: -21996656.000000 Penalty: 6020.438965
	Iteration 8F: 3 clusters Score -2.199666e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -22006276.000000 Penalty: 6020.438965
	Iteration 9F: 3 clusters Score -2.200628e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -22015436.000000 Penalty: 6020.438965
	Iteration 10F: 3 clusters Score -2.201544e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 161800 members 
Entering Unmasked Estep 
Score: -22023412.000000 Penalty: 6020.438965
	Iteration 11F: 3 clusters Score -2.202341e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 169067 members 
Entering Unmasked Estep 
Score: -22029796.000000 Penalty: 6020.438965
	Iteration 12Q: 3 clusters Score -2.20298e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 174185 members 
Entering Unmasked Estep 
Score: -22034168.000000 Penalty: 6020.438965
	Iteration 13Q: 3 clusters Score -2.203417e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 177507 members 
Entering Unmasked Estep 
Score: -22036764.000000 Penalty: 6020.438965
	Iteration 14Q: 3 clusters Score -2.203676e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 179701 members 
Entering Unmasked Estep 
Score: -22038384.000000 Penalty: 6020.438965
	Iteration 15Q: 3 clusters Score -2.203838e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 181142 members 
Entering Unmasked Estep 
Score: -22039408.000000 Penalty: 6020.438965
	Iteration 16Q: 3 clusters Score -2.203941e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 182086 members 
Entering Unmasked Estep 
Score: -22039976.000000 Penalty: 6020.438965
	Iteration 17Q: 3 clusters Score -2.203998e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 182726 members 
Entering Unmasked Estep 
Score: -22040288.000000 Penalty: 6020.438965
	Iteration 18Q: 3 clusters Score -2.204029e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 183209 members 
Entering Unmasked Estep 
Score: -22040524.000000 Penalty: 6020.438965
	Iteration 19Q: 3 clusters Score -2.204052e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 183577 members 
Entering Unmasked Estep 
Score: -22040730.000000 Penalty: 6020.438965
	Iteration 20F: 3 clusters Score -2.204073e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 183858 members 
Entering Unmasked Estep 
Score: -22040970.000000 Penalty: 6020.438965
	Iteration 21Q: 3 clusters Score -2.204097e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 184086 members 
Entering Unmasked Estep 
Score: -22041118.000000 Penalty: 6020.438965
	Iteration 22Q: 3 clusters Score -2.204112e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 184269 members 
Entering Unmasked Estep 
Score: -22041180.000000 Penalty: 6020.438965
	Iteration 23Q: 3 clusters Score -2.204118e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 184403 members 
Entering Unmasked Estep 
Score: -22041268.000000 Penalty: 6020.438965
	Iteration 24Q: 3 clusters Score -2.204127e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 184498 members 
Entering Unmasked Estep 
Score: -22041268.000000 Penalty: 6020.438965
	Iteration 25Q: 3 clusters Score -2.204127e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 184574 members 
Entering Unmasked Estep 
Score: -22041272.000000 Penalty: 6020.438965
	Iteration 26Q: 3 clusters Score -2.204127e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 184630 members 
Entering Unmasked Estep 
Score: -22041288.000000 Penalty: 6020.438965
	Iteration 27Q: 3 clusters Score -2.204129e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 184681 members 
Entering Unmasked Estep 
Score: -22041278.000000 Penalty: 6020.438965
	Iteration 28Q: 3 clusters Score -2.204128e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 184719 members 
Entering Unmasked Estep 
Score: -22041258.000000 Penalty: 6020.438965
	Iteration 29Q: 3 clusters Score -2.204126e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -22041284.000000 Penalty: 6020.438965
	Iteration 30Q: 3 clusters Score -2.204128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 184749 members 
Entering Unmasked Estep 
Score: -22041296.000000 Penalty: 6020.438965
	Iteration 31Q: 3 clusters Score -2.20413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 184760 members 
Entering Unmasked Estep 
Score: -22041286.000000 Penalty: 6020.438965
	Iteration 32Q: 3 clusters Score -2.204129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 184762 members 
Entering Unmasked Estep 
Score: -22041278.000000 Penalty: 6020.438965
	Iteration 33Q: 3 clusters Score -2.204128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 184770 members 
Entering Unmasked Estep 
Score: -22041278.000000 Penalty: 6020.438965
	Iteration 34Q: 3 clusters Score -2.204128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 184778 members 
Entering Unmasked Estep 
Score: -22041290.000000 Penalty: 6020.438965
	Iteration 35Q: 3 clusters Score -2.204129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 184786 members 
Entering Unmasked Estep 
Score: -22041280.000000 Penalty: 6020.438965
	Iteration 36Q: 3 clusters Score -2.204128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 184791 members 
Entering Unmasked Estep 
Score: -22041294.000000 Penalty: 6020.438965
	Iteration 37Q: 3 clusters Score -2.204129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 184793 members 
Entering Unmasked Estep 
Score: -22041278.000000 Penalty: 6020.438965
	Iteration 38Q: 3 clusters Score -2.204128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 184791 members 
Entering Unmasked Estep 
Score: -22041294.000000 Penalty: 6020.438965
	Iteration 39Q: 3 clusters Score -2.204129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 184797 members 
Entering Unmasked Estep 
Score: -22041298.000000 Penalty: 6020.438965
	Iteration 40F: 3 clusters Score -2.20413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 184802 members 
Entering Unmasked Estep 
Score: -22041290.000000 Penalty: 6020.438965
	Iteration 41Q: 3 clusters Score -2.204129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 184804 members 
Entering Unmasked Estep 
Score: -22041300.000000 Penalty: 6020.438965
	Iteration 42Q: 3 clusters Score -2.20413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 184807 members 
Entering Unmasked Estep 
Score: -22041300.000000 Penalty: 6020.438965
	Iteration 43Q: 3 clusters Score -2.20413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 184808 members 
Entering Unmasked Estep 
Score: -22041286.000000 Penalty: 6020.438965
	Iteration 44Q: 3 clusters Score -2.204129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 184808 members 
Entering Unmasked Estep 
Score: -22041286.000000 Penalty: 6020.438965
	Iteration 45F: 3 clusters Score -2.204129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -32412.824219 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -32412.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31214.101562 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -31214.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31485.156250 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -31485.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31655.335938 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -31655.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31724.964844 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -31724.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31764.572266 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -31764.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31789.212891 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -31789.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31793.361328 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -31793.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31793.361328 Penalty: 2862.634766
	Iteration 7F: 3 clusters Score -31793.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -388536.562500 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -388536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -385491.437500 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -385491.4 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -386379.281250 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -386379.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -386790.875000 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -386790.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -387189.343750 Penalty: 3924.924805
	Iteration 3F: 3 clusters Score -387189.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -387436.250000 Penalty: 3924.924805
	Iteration 4F: 3 clusters Score -387436.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -387596.468750 Penalty: 3924.924805
	Iteration 5Q: 3 clusters Score -387596.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -387782.281250 Penalty: 3924.924805
	Iteration 6Q: 3 clusters Score -387782.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -387887.156250 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -387887.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -387972.968750 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -387973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -388081.187500 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -388081.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -388169.312500 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -388169.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -388202.906250 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -388202.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -388228.437500 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -388228.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -388259.843750 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -388259.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -388284.312500 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -388284.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -388295.906250 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -388295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -388304.218750 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -388304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -388311.000000 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -388311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -388314.531250 Penalty: 3924.924805
	Iteration 18Q: 3 clusters Score -388314.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -388319.218750 Penalty: 3924.924805
	Iteration 19Q: 3 clusters Score -388319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -388323.687500 Penalty: 3924.924805
	Iteration 20F: 3 clusters Score -388323.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -388327.000000 Penalty: 3924.924805
	Iteration 21Q: 3 clusters Score -388327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -388330.218750 Penalty: 3924.924805
	Iteration 22Q: 3 clusters Score -388330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -388336.343750 Penalty: 3924.924805
	Iteration 23Q: 3 clusters Score -388336.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -388349.843750 Penalty: 3924.924805
	Iteration 24Q: 3 clusters Score -388349.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -388371.343750 Penalty: 3924.924805
	Iteration 25Q: 3 clusters Score -388371.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -388394.781250 Penalty: 3924.924805
	Iteration 26Q: 3 clusters Score -388394.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -388417.531250 Penalty: 3924.924805
	Iteration 27Q: 3 clusters Score -388417.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -388431.562500 Penalty: 3924.924805
	Iteration 28Q: 3 clusters Score -388431.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -388440.750000 Penalty: 3924.924805
	Iteration 29Q: 3 clusters Score -388440.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -388448.562500 Penalty: 3924.924805
	Iteration 30Q: 3 clusters Score -388448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -388450.750000 Penalty: 3924.924805
	Iteration 31Q: 3 clusters Score -388450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -388451.750000 Penalty: 3924.924805
	Iteration 32Q: 3 clusters Score -388451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -388452.125000 Penalty: 3924.924805
	Iteration 33Q: 3 clusters Score -388452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -388456.531250 Penalty: 3924.924805
	Iteration 34Q: 3 clusters Score -388456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -388458.875000 Penalty: 3924.924805
	Iteration 35Q: 3 clusters Score -388458.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -388461.125000 Penalty: 3924.924805
	Iteration 36Q: 3 clusters Score -388461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -388463.031250 Penalty: 3924.924805
	Iteration 37Q: 3 clusters Score -388463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -388463.531250 Penalty: 3924.924805
	Iteration 38Q: 3 clusters Score -388463.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -388463.531250 Penalty: 3924.924805
	Iteration 39F: 3 clusters Score -388463.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -221385.234375 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -221385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -218815.234375 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -218815.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -219285.671875 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -219285.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -219396.140625 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -219396.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -219444.296875 Penalty: 3741.726074
	Iteration 3Q: 3 clusters Score -219444.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -219469.359375 Penalty: 3741.726074
	Iteration 4Q: 3 clusters Score -219469.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -219491.062500 Penalty: 3741.726074
	Iteration 5Q: 3 clusters Score -219491.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -219503.515625 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -219503.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219508.609375 Penalty: 3741.726074
	Iteration 7Q: 3 clusters Score -219508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219517.453125 Penalty: 3741.726074
	Iteration 8Q: 3 clusters Score -219517.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219523.515625 Penalty: 3741.726074
	Iteration 9Q: 3 clusters Score -219523.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219529.234375 Penalty: 3741.726074
	Iteration 10Q: 3 clusters Score -219529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -219532.640625 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -219532.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219536.500000 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -219536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -219539.234375 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -219539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -219540.437500 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -219540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219544.500000 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -219544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219544.984375 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -219545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219545.156250 Penalty: 3741.726074
	Iteration 17Q: 3 clusters Score -219545.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219545.156250 Penalty: 3741.726074
	Iteration 18F: 3 clusters Score -219545.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -317223.406250 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -317223.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -314187.687500 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -314187.7 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -314797.437500 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -314797.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -314976.031250 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -314976 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -315069.343750 Penalty: 3915.211670
	Iteration 3Q: 3 clusters Score -315069.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -315121.718750 Penalty: 3915.211670
	Iteration 4Q: 3 clusters Score -315121.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -315150.187500 Penalty: 3915.211670
	Iteration 5Q: 3 clusters Score -315150.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -315173.562500 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -315173.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -315192.125000 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -315192.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -315203.156250 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -315203.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -315218.468750 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -315218.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -315234.156250 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -315234.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -315250.656250 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -315250.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -315268.875000 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -315268.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -315293.218750 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -315293.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -315316.468750 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -315316.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -315334.375000 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -315334.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -315349.781250 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -315349.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -315377.937500 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -315377.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -315420.156250 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -315420.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -315462.812500 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -315462.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -315519.406250 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -315519.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -315597.937500 Penalty: 3915.211670
	Iteration 21Q: 3 clusters Score -315597.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -315676.125000 Penalty: 3915.211670
	Iteration 22Q: 3 clusters Score -315676.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -315768.218750 Penalty: 3915.211670
	Iteration 23Q: 3 clusters Score -315768.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -315851.218750 Penalty: 3915.211670
	Iteration 24Q: 3 clusters Score -315851.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -315916.250000 Penalty: 3915.211670
	Iteration 25Q: 3 clusters Score -315916.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -315972.375000 Penalty: 3915.211670
	Iteration 26Q: 3 clusters Score -315972.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -316009.750000 Penalty: 3915.211670
	Iteration 27Q: 3 clusters Score -316009.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -316030.937500 Penalty: 3915.211670
	Iteration 28Q: 3 clusters Score -316030.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -316044.343750 Penalty: 3915.211670
	Iteration 29Q: 3 clusters Score -316044.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -316060.468750 Penalty: 3915.211670
	Iteration 30Q: 3 clusters Score -316060.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -316072.531250 Penalty: 3915.211670
	Iteration 31Q: 3 clusters Score -316072.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -316081.843750 Penalty: 3915.211670
	Iteration 32Q: 3 clusters Score -316081.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -316089.968750 Penalty: 3915.211670
	Iteration 33Q: 3 clusters Score -316090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -316097.250000 Penalty: 3915.211670
	Iteration 34Q: 3 clusters Score -316097.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -316108.562500 Penalty: 3915.211670
	Iteration 35Q: 3 clusters Score -316108.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -316117.937500 Penalty: 3915.211670
	Iteration 36Q: 3 clusters Score -316117.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -316123.062500 Penalty: 3915.211670
	Iteration 37Q: 3 clusters Score -316123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -316127.281250 Penalty: 3915.211670
	Iteration 38Q: 3 clusters Score -316127.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -316131.281250 Penalty: 3915.211670
	Iteration 39Q: 3 clusters Score -316131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -316134.000000 Penalty: 3915.211670
	Iteration 40F: 3 clusters Score -316134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -316138.218750 Penalty: 3915.211670
	Iteration 41Q: 3 clusters Score -316138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -316141.468750 Penalty: 3915.211670
	Iteration 42Q: 3 clusters Score -316141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -316145.281250 Penalty: 3915.211670
	Iteration 43Q: 3 clusters Score -316145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -316147.812500 Penalty: 3915.211670
	Iteration 44Q: 3 clusters Score -316147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -316148.875000 Penalty: 3915.211670
	Iteration 45Q: 3 clusters Score -316148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -316151.500000 Penalty: 3915.211670
	Iteration 46Q: 3 clusters Score -316151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -316151.843750 Penalty: 3915.211670
	Iteration 47Q: 3 clusters Score -316151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -316153.375000 Penalty: 3915.211670
	Iteration 48Q: 3 clusters Score -316153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -316153.500000 Penalty: 3915.211670
	Iteration 49Q: 3 clusters Score -316153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -316153.500000 Penalty: 3915.211670
	Iteration 50F: 3 clusters Score -316153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Entering Unmasked Estep 
Score: -637063.312500 Penalty: 2130.107178
	Iteration 0F: 2 clusters Score -637063.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -632292.937500 Penalty: 4260.214355
	Iteration 0F: 3 clusters Score -632292.9 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -633421.000000 Penalty: 4260.214355
	Iteration 1F: 3 clusters Score -633421 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -633661.062500 Penalty: 4260.214355
	Iteration 2F: 3 clusters Score -633661.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -633804.125000 Penalty: 4260.214355
	Iteration 3F: 3 clusters Score -633804.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -633904.375000 Penalty: 4260.214355
	Iteration 4Q: 3 clusters Score -633904.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -633969.687500 Penalty: 4260.214355
	Iteration 5Q: 3 clusters Score -633969.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -634016.312500 Penalty: 4260.214355
	Iteration 6Q: 3 clusters Score -634016.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -634057.125000 Penalty: 4260.214355
	Iteration 7Q: 3 clusters Score -634057.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -634094.500000 Penalty: 4260.214355
	Iteration 8Q: 3 clusters Score -634094.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -634134.375000 Penalty: 4260.214355
	Iteration 9Q: 3 clusters Score -634134.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -634180.000000 Penalty: 4260.214355
	Iteration 10Q: 3 clusters Score -634180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -634216.250000 Penalty: 4260.214355
	Iteration 11Q: 3 clusters Score -634216.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -634248.625000 Penalty: 4260.214355
	Iteration 12Q: 3 clusters Score -634248.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -634279.750000 Penalty: 4260.214355
	Iteration 13Q: 3 clusters Score -634279.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -634312.562500 Penalty: 4260.214355
	Iteration 14Q: 3 clusters Score -634312.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -634342.250000 Penalty: 4260.214355
	Iteration 15Q: 3 clusters Score -634342.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -634368.437500 Penalty: 4260.214355
	Iteration 16Q: 3 clusters Score -634368.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -634408.500000 Penalty: 4260.214355
	Iteration 17Q: 3 clusters Score -634408.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -634446.187500 Penalty: 4260.214355
	Iteration 18Q: 3 clusters Score -634446.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -634492.562500 Penalty: 4260.214355
	Iteration 19Q: 3 clusters Score -634492.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -634549.937500 Penalty: 4260.214355
	Iteration 20F: 3 clusters Score -634549.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -634610.937500 Penalty: 4260.214355
	Iteration 21Q: 3 clusters Score -634610.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -634667.812500 Penalty: 4260.214355
	Iteration 22Q: 3 clusters Score -634667.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -634732.000000 Penalty: 4260.214355
	Iteration 23Q: 3 clusters Score -634732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -634791.000000 Penalty: 4260.214355
	Iteration 24Q: 3 clusters Score -634791 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -634855.875000 Penalty: 4260.214355
	Iteration 25Q: 3 clusters Score -634855.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -634916.812500 Penalty: 4260.214355
	Iteration 26Q: 3 clusters Score -634916.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -634974.750000 Penalty: 4260.214355
	Iteration 27Q: 3 clusters Score -634974.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -635018.937500 Penalty: 4260.214355
	Iteration 28Q: 3 clusters Score -635018.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -635049.437500 Penalty: 4260.214355
	Iteration 29Q: 3 clusters Score -635049.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -635073.562500 Penalty: 4260.214355
	Iteration 30Q: 3 clusters Score -635073.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -635092.937500 Penalty: 4260.214355
	Iteration 31Q: 3 clusters Score -635092.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -635109.062500 Penalty: 4260.214355
	Iteration 32Q: 3 clusters Score -635109.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -635128.875000 Penalty: 4260.214355
	Iteration 33Q: 3 clusters Score -635128.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -635146.625000 Penalty: 4260.214355
	Iteration 34Q: 3 clusters Score -635146.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -635156.875000 Penalty: 4260.214355
	Iteration 35Q: 3 clusters Score -635156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -635163.312500 Penalty: 4260.214355
	Iteration 36Q: 3 clusters Score -635163.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -635171.500000 Penalty: 4260.214355
	Iteration 37Q: 3 clusters Score -635171.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -635174.562500 Penalty: 4260.214355
	Iteration 38Q: 3 clusters Score -635174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -635179.875000 Penalty: 4260.214355
	Iteration 39Q: 3 clusters Score -635179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -635185.937500 Penalty: 4260.214355
	Iteration 40F: 3 clusters Score -635185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -635188.562500 Penalty: 4260.214355
	Iteration 41Q: 3 clusters Score -635188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -635193.125000 Penalty: 4260.214355
	Iteration 42Q: 3 clusters Score -635193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -635197.125000 Penalty: 4260.214355
	Iteration 43Q: 3 clusters Score -635197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -635199.437500 Penalty: 4260.214355
	Iteration 44Q: 3 clusters Score -635199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -635202.312500 Penalty: 4260.214355
	Iteration 45Q: 3 clusters Score -635202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -635207.250000 Penalty: 4260.214355
	Iteration 46Q: 3 clusters Score -635207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -635209.812500 Penalty: 4260.214355
	Iteration 47Q: 3 clusters Score -635209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -635212.687500 Penalty: 4260.214355
	Iteration 48Q: 3 clusters Score -635212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -635216.000000 Penalty: 4260.214355
	Iteration 49Q: 3 clusters Score -635216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -635222.500000 Penalty: 4260.214355
	Iteration 50Q: 3 clusters Score -635222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -635226.000000 Penalty: 4260.214355
	Iteration 51Q: 3 clusters Score -635226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -635227.937500 Penalty: 4260.214355
	Iteration 52Q: 3 clusters Score -635227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -635229.500000 Penalty: 4260.214355
	Iteration 53Q: 3 clusters Score -635229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -635229.500000 Penalty: 4260.214355
	Iteration 54F: 3 clusters Score -635229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Entering Unmasked Estep 
Score: -734140.562500 Penalty: 2163.038330
	Iteration 0F: 2 clusters Score -734140.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -728935.250000 Penalty: 4326.076660
	Iteration 0F: 3 clusters Score -728935.2 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -730306.312500 Penalty: 4326.076660
	Iteration 1F: 3 clusters Score -730306.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -730538.312500 Penalty: 4326.076660
	Iteration 2F: 3 clusters Score -730538.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -730691.250000 Penalty: 4326.076660
	Iteration 3Q: 3 clusters Score -730691.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -730798.500000 Penalty: 4326.076660
	Iteration 4Q: 3 clusters Score -730798.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -730884.562500 Penalty: 4326.076660
	Iteration 5Q: 3 clusters Score -730884.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -730939.375000 Penalty: 4326.076660
	Iteration 6Q: 3 clusters Score -730939.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -730991.000000 Penalty: 4326.076660
	Iteration 7Q: 3 clusters Score -730991 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -731037.437500 Penalty: 4326.076660
	Iteration 8Q: 3 clusters Score -731037.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -731085.875000 Penalty: 4326.076660
	Iteration 9Q: 3 clusters Score -731085.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -731131.250000 Penalty: 4326.076660
	Iteration 10Q: 3 clusters Score -731131.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -731175.250000 Penalty: 4326.076660
	Iteration 11Q: 3 clusters Score -731175.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -731227.812500 Penalty: 4326.076660
	Iteration 12Q: 3 clusters Score -731227.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -731277.125000 Penalty: 4326.076660
	Iteration 13Q: 3 clusters Score -731277.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -731321.187500 Penalty: 4326.076660
	Iteration 14Q: 3 clusters Score -731321.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -731362.875000 Penalty: 4326.076660
	Iteration 15Q: 3 clusters Score -731362.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -731399.500000 Penalty: 4326.076660
	Iteration 16Q: 3 clusters Score -731399.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -731447.312500 Penalty: 4326.076660
	Iteration 17Q: 3 clusters Score -731447.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -731494.250000 Penalty: 4326.076660
	Iteration 18Q: 3 clusters Score -731494.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -731537.562500 Penalty: 4326.076660
	Iteration 19Q: 3 clusters Score -731537.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -731600.750000 Penalty: 4326.076660
	Iteration 20F: 3 clusters Score -731600.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -731656.062500 Penalty: 4326.076660
	Iteration 21Q: 3 clusters Score -731656.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -731720.062500 Penalty: 4326.076660
	Iteration 22Q: 3 clusters Score -731720.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -731784.250000 Penalty: 4326.076660
	Iteration 23Q: 3 clusters Score -731784.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -731852.687500 Penalty: 4326.076660
	Iteration 24Q: 3 clusters Score -731852.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -731912.125000 Penalty: 4326.076660
	Iteration 25Q: 3 clusters Score -731912.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -731961.000000 Penalty: 4326.076660
	Iteration 26Q: 3 clusters Score -731961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -732003.000000 Penalty: 4326.076660
	Iteration 27Q: 3 clusters Score -732003 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -732040.937500 Penalty: 4326.076660
	Iteration 28Q: 3 clusters Score -732040.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -732083.375000 Penalty: 4326.076660
	Iteration 29Q: 3 clusters Score -732083.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -732114.937500 Penalty: 4326.076660
	Iteration 30Q: 3 clusters Score -732114.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -732135.000000 Penalty: 4326.076660
	Iteration 31Q: 3 clusters Score -732135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -732156.312500 Penalty: 4326.076660
	Iteration 32Q: 3 clusters Score -732156.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -732168.062500 Penalty: 4326.076660
	Iteration 33Q: 3 clusters Score -732168.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -732183.625000 Penalty: 4326.076660
	Iteration 34Q: 3 clusters Score -732183.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -732203.187500 Penalty: 4326.076660
	Iteration 35Q: 3 clusters Score -732203.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -732222.250000 Penalty: 4326.076660
	Iteration 36Q: 3 clusters Score -732222.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -732230.500000 Penalty: 4326.076660
	Iteration 37Q: 3 clusters Score -732230.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -732234.562500 Penalty: 4326.076660
	Iteration 38Q: 3 clusters Score -732234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -732242.250000 Penalty: 4326.076660
	Iteration 39Q: 3 clusters Score -732242.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -732248.687500 Penalty: 4326.076660
	Iteration 40F: 3 clusters Score -732248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -732249.375000 Penalty: 4326.076660
	Iteration 41Q: 3 clusters Score -732249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -732249.375000 Penalty: 4326.076660
	Iteration 42F: 3 clusters Score -732249.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Entering Unmasked Estep 
Score: -1804562.125000 Penalty: 2417.779785
	Iteration 0F: 2 clusters Score -1804562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1792322.375000 Penalty: 4835.559570
	Iteration 0F: 3 clusters Score -1792322 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1796663.000000 Penalty: 4835.559570
	Iteration 1F: 3 clusters Score -1796663 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1797508.750000 Penalty: 4835.559570
	Iteration 2F: 3 clusters Score -1797509 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1798236.750000 Penalty: 4835.559570
	Iteration 3F: 3 clusters Score -1798237 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1798937.125000 Penalty: 4835.559570
	Iteration 4F: 3 clusters Score -1798937 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1799573.500000 Penalty: 4835.559570
	Iteration 5F: 3 clusters Score -1799574 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1800049.000000 Penalty: 4835.559570
	Iteration 6F: 3 clusters Score -1800049 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1800389.875000 Penalty: 4835.559570
	Iteration 7Q: 3 clusters Score -1800390 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1800610.000000 Penalty: 4835.559570
	Iteration 8Q: 3 clusters Score -1800610 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1800801.375000 Penalty: 4835.559570
	Iteration 9Q: 3 clusters Score -1800801 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1800957.125000 Penalty: 4835.559570
	Iteration 10Q: 3 clusters Score -1800957 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1801083.250000 Penalty: 4835.559570
	Iteration 11Q: 3 clusters Score -1801083 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1801171.250000 Penalty: 4835.559570
	Iteration 12Q: 3 clusters Score -1801171 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1801240.000000 Penalty: 4835.559570
	Iteration 13Q: 3 clusters Score -1801240 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1801296.625000 Penalty: 4835.559570
	Iteration 14Q: 3 clusters Score -1801297 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1801343.500000 Penalty: 4835.559570
	Iteration 15Q: 3 clusters Score -1801344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1801386.625000 Penalty: 4835.559570
	Iteration 16Q: 3 clusters Score -1801387 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1801421.375000 Penalty: 4835.559570
	Iteration 17Q: 3 clusters Score -1801421 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1801456.625000 Penalty: 4835.559570
	Iteration 18Q: 3 clusters Score -1801457 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1801477.500000 Penalty: 4835.559570
	Iteration 19Q: 3 clusters Score -1801478 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1801505.500000 Penalty: 4835.559570
	Iteration 20F: 3 clusters Score -1801506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1801530.375000 Penalty: 4835.559570
	Iteration 21Q: 3 clusters Score -1801530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1801539.625000 Penalty: 4835.559570
	Iteration 22Q: 3 clusters Score -1801540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1801567.250000 Penalty: 4835.559570
	Iteration 23Q: 3 clusters Score -1801567 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1801586.500000 Penalty: 4835.559570
	Iteration 24Q: 3 clusters Score -1801586 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1801611.375000 Penalty: 4835.559570
	Iteration 25Q: 3 clusters Score -1801611 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1801632.375000 Penalty: 4835.559570
	Iteration 26Q: 3 clusters Score -1801632 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1801670.125000 Penalty: 4835.559570
	Iteration 27Q: 3 clusters Score -1801670 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1801700.250000 Penalty: 4835.559570
	Iteration 28Q: 3 clusters Score -1801700 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1801738.500000 Penalty: 4835.559570
	Iteration 29Q: 3 clusters Score -1801738 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1801773.375000 Penalty: 4835.559570
	Iteration 30Q: 3 clusters Score -1801773 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1801804.750000 Penalty: 4835.559570
	Iteration 31Q: 3 clusters Score -1801805 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1801847.625000 Penalty: 4835.559570
	Iteration 32Q: 3 clusters Score -1801848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1801892.125000 Penalty: 4835.559570
	Iteration 33Q: 3 clusters Score -1801892 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1801923.250000 Penalty: 4835.559570
	Iteration 34Q: 3 clusters Score -1801923 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1801973.625000 Penalty: 4835.559570
	Iteration 35Q: 3 clusters Score -1801974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1802012.125000 Penalty: 4835.559570
	Iteration 36Q: 3 clusters Score -1802012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1802047.500000 Penalty: 4835.559570
	Iteration 37Q: 3 clusters Score -1802048 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1802078.000000 Penalty: 4835.559570
	Iteration 38Q: 3 clusters Score -1802078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1802114.125000 Penalty: 4835.559570
	Iteration 39Q: 3 clusters Score -1802114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1802140.375000 Penalty: 4835.559570
	Iteration 40F: 3 clusters Score -1802140 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1802166.625000 Penalty: 4835.559570
	Iteration 41Q: 3 clusters Score -1802167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1802191.750000 Penalty: 4835.559570
	Iteration 42Q: 3 clusters Score -1802192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1802214.750000 Penalty: 4835.559570
	Iteration 43Q: 3 clusters Score -1802215 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1802227.625000 Penalty: 4835.559570
	Iteration 44Q: 3 clusters Score -1802228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1802241.875000 Penalty: 4835.559570
	Iteration 45Q: 3 clusters Score -1802242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1802253.125000 Penalty: 4835.559570
	Iteration 46Q: 3 clusters Score -1802253 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1802269.875000 Penalty: 4835.559570
	Iteration 47Q: 3 clusters Score -1802270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1802278.500000 Penalty: 4835.559570
	Iteration 48Q: 3 clusters Score -1802278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1802290.750000 Penalty: 4835.559570
	Iteration 49Q: 3 clusters Score -1802291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1802301.250000 Penalty: 4835.559570
	Iteration 50Q: 3 clusters Score -1802301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1802307.125000 Penalty: 4835.559570
	Iteration 51Q: 3 clusters Score -1802307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1802316.750000 Penalty: 4835.559570
	Iteration 52Q: 3 clusters Score -1802317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1802323.750000 Penalty: 4835.559570
	Iteration 53Q: 3 clusters Score -1802324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1802325.750000 Penalty: 4835.559570
	Iteration 54Q: 3 clusters Score -1802326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1802348.500000 Penalty: 4835.559570
	Iteration 55Q: 3 clusters Score -1802348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1802365.375000 Penalty: 4835.559570
	Iteration 56Q: 3 clusters Score -1802365 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1802385.250000 Penalty: 4835.559570
	Iteration 57Q: 3 clusters Score -1802385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1802411.000000 Penalty: 4835.559570
	Iteration 58Q: 3 clusters Score -1802411 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1802435.500000 Penalty: 4835.559570
	Iteration 59Q: 3 clusters Score -1802436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1802455.125000 Penalty: 4835.559570
	Iteration 60F: 3 clusters Score -1802455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1802469.750000 Penalty: 4835.559570
	Iteration 61Q: 3 clusters Score -1802470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1802484.250000 Penalty: 4835.559570
	Iteration 62Q: 3 clusters Score -1802484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1802511.250000 Penalty: 4835.559570
	Iteration 63Q: 3 clusters Score -1802511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1802526.500000 Penalty: 4835.559570
	Iteration 64Q: 3 clusters Score -1802526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1802539.125000 Penalty: 4835.559570
	Iteration 65Q: 3 clusters Score -1802539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1802544.375000 Penalty: 4835.559570
	Iteration 66Q: 3 clusters Score -1802544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1802558.000000 Penalty: 4835.559570
	Iteration 67Q: 3 clusters Score -1802558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1802567.250000 Penalty: 4835.559570
	Iteration 68Q: 3 clusters Score -1802567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1802573.875000 Penalty: 4835.559570
	Iteration 69Q: 3 clusters Score -1802574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1802577.125000 Penalty: 4835.559570
	Iteration 70Q: 3 clusters Score -1802577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1802588.625000 Penalty: 4835.559570
	Iteration 71Q: 3 clusters Score -1802589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1802603.375000 Penalty: 4835.559570
	Iteration 72Q: 3 clusters Score -1802603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1802607.875000 Penalty: 4835.559570
	Iteration 73Q: 3 clusters Score -1802608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1802617.250000 Penalty: 4835.559570
	Iteration 74Q: 3 clusters Score -1802617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1802627.375000 Penalty: 4835.559570
	Iteration 75Q: 3 clusters Score -1802627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1802636.375000 Penalty: 4835.559570
	Iteration 76Q: 3 clusters Score -1802636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1802644.500000 Penalty: 4835.559570
	Iteration 77Q: 3 clusters Score -1802644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1802650.375000 Penalty: 4835.559570
	Iteration 78Q: 3 clusters Score -1802650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1802658.375000 Penalty: 4835.559570
	Iteration 79Q: 3 clusters Score -1802658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1802668.125000 Penalty: 4835.559570
	Iteration 80F: 3 clusters Score -1802668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1802678.375000 Penalty: 4835.559570
	Iteration 81Q: 3 clusters Score -1802678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1802686.000000 Penalty: 4835.559570
	Iteration 82Q: 3 clusters Score -1802686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1802703.000000 Penalty: 4835.559570
	Iteration 83Q: 3 clusters Score -1802703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1802708.625000 Penalty: 4835.559570
	Iteration 84Q: 3 clusters Score -1802709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1802716.375000 Penalty: 4835.559570
	Iteration 85Q: 3 clusters Score -1802716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1802719.250000 Penalty: 4835.559570
	Iteration 86Q: 3 clusters Score -1802719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1802728.625000 Penalty: 4835.559570
	Iteration 87Q: 3 clusters Score -1802729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1802734.625000 Penalty: 4835.559570
	Iteration 88Q: 3 clusters Score -1802735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1802743.000000 Penalty: 4835.559570
	Iteration 89Q: 3 clusters Score -1802743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1802749.125000 Penalty: 4835.559570
	Iteration 90Q: 3 clusters Score -1802749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1802752.250000 Penalty: 4835.559570
	Iteration 91Q: 3 clusters Score -1802752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1802757.625000 Penalty: 4835.559570
	Iteration 92Q: 3 clusters Score -1802758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1802760.875000 Penalty: 4835.559570
	Iteration 93Q: 3 clusters Score -1802761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1802767.500000 Penalty: 4835.559570
	Iteration 94Q: 3 clusters Score -1802768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1802774.375000 Penalty: 4835.559570
	Iteration 95Q: 3 clusters Score -1802774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1802776.125000 Penalty: 4835.559570
	Iteration 96Q: 3 clusters Score -1802776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1802780.875000 Penalty: 4835.559570
	Iteration 97Q: 3 clusters Score -1802781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1802784.875000 Penalty: 4835.559570
	Iteration 98Q: 3 clusters Score -1802785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1802790.500000 Penalty: 4835.559570
	Iteration 99Q: 3 clusters Score -1802790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1802791.375000 Penalty: 4835.559570
	Iteration 100F: 3 clusters Score -1802791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1802800.250000 Penalty: 4835.559570
	Iteration 101Q: 3 clusters Score -1802800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1802799.250000 Penalty: 4835.559570
	Iteration 102Q: 3 clusters Score -1802799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1802804.750000 Penalty: 4835.559570
	Iteration 103Q: 3 clusters Score -1802805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1802804.375000 Penalty: 4835.559570
	Iteration 104Q: 3 clusters Score -1802804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1802809.250000 Penalty: 4835.559570
	Iteration 105Q: 3 clusters Score -1802809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1802811.250000 Penalty: 4835.559570
	Iteration 106Q: 3 clusters Score -1802811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1802813.875000 Penalty: 4835.559570
	Iteration 107Q: 3 clusters Score -1802814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1802818.125000 Penalty: 4835.559570
	Iteration 108Q: 3 clusters Score -1802818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1802820.625000 Penalty: 4835.559570
	Iteration 109Q: 3 clusters Score -1802821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1802827.000000 Penalty: 4835.559570
	Iteration 110Q: 3 clusters Score -1802827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1802827.750000 Penalty: 4835.559570
	Iteration 111Q: 3 clusters Score -1802828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1802832.625000 Penalty: 4835.559570
	Iteration 112Q: 3 clusters Score -1802833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1802833.750000 Penalty: 4835.559570
	Iteration 113Q: 3 clusters Score -1802834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1802830.375000 Penalty: 4835.559570
	Iteration 114Q: 3 clusters Score -1802830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1802832.500000 Penalty: 4835.559570
	Iteration 115Q: 3 clusters Score -1802832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1802835.000000 Penalty: 4835.559570
	Iteration 116Q: 3 clusters Score -1802835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1802839.750000 Penalty: 4835.559570
	Iteration 117Q: 3 clusters Score -1802840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1802838.875000 Penalty: 4835.559570
	Iteration 118Q: 3 clusters Score -1802839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1802842.375000 Penalty: 4835.559570
	Iteration 119Q: 3 clusters Score -1802842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1802846.250000 Penalty: 4835.559570
	Iteration 120F: 3 clusters Score -1802846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1802847.125000 Penalty: 4835.559570
	Iteration 121Q: 3 clusters Score -1802847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1802848.500000 Penalty: 4835.559570
	Iteration 122Q: 3 clusters Score -1802848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1802846.500000 Penalty: 4835.559570
	Iteration 123Q: 3 clusters Score -1802846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1802846.500000 Penalty: 4835.559570
	Iteration 124F: 3 clusters Score -1802846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Entering Unmasked Estep 
Score: -1565942.875000 Penalty: 2354.627441
	Iteration 0F: 2 clusters Score -1565943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1556135.875000 Penalty: 4709.254883
	Iteration 0F: 3 clusters Score -1556136 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1559150.000000 Penalty: 4709.254883
	Iteration 1F: 3 clusters Score -1559150 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1559498.750000 Penalty: 4709.254883
	Iteration 2F: 3 clusters Score -1559499 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1559760.000000 Penalty: 4709.254883
	Iteration 3Q: 3 clusters Score -1559760 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1559976.750000 Penalty: 4709.254883
	Iteration 4Q: 3 clusters Score -1559977 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1560200.750000 Penalty: 4709.254883
	Iteration 5Q: 3 clusters Score -1560201 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1560461.625000 Penalty: 4709.254883
	Iteration 6Q: 3 clusters Score -1560462 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1560742.250000 Penalty: 4709.254883
	Iteration 7Q: 3 clusters Score -1560742 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1561068.625000 Penalty: 4709.254883
	Iteration 8Q: 3 clusters Score -1561069 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1561400.750000 Penalty: 4709.254883
	Iteration 9Q: 3 clusters Score -1561401 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1561730.000000 Penalty: 4709.254883
	Iteration 10Q: 3 clusters Score -1561730 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1562099.250000 Penalty: 4709.254883
	Iteration 11Q: 3 clusters Score -1562099 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1562445.000000 Penalty: 4709.254883
	Iteration 12Q: 3 clusters Score -1562445 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1562774.375000 Penalty: 4709.254883
	Iteration 13Q: 3 clusters Score -1562774 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1563114.250000 Penalty: 4709.254883
	Iteration 14Q: 3 clusters Score -1563114 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1563393.750000 Penalty: 4709.254883
	Iteration 15Q: 3 clusters Score -1563394 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1563660.125000 Penalty: 4709.254883
	Iteration 16Q: 3 clusters Score -1563660 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1563928.750000 Penalty: 4709.254883
	Iteration 17Q: 3 clusters Score -1563929 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1564206.875000 Penalty: 4709.254883
	Iteration 18Q: 3 clusters Score -1564207 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1564466.250000 Penalty: 4709.254883
	Iteration 19Q: 3 clusters Score -1564466 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1564708.125000 Penalty: 4709.254883
	Iteration 20F: 3 clusters Score -1564708 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1564913.250000 Penalty: 4709.254883
	Iteration 21Q: 3 clusters Score -1564913 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1565122.000000 Penalty: 4709.254883
	Iteration 22Q: 3 clusters Score -1565122 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1565307.875000 Penalty: 4709.254883
	Iteration 23Q: 3 clusters Score -1565308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1565408.625000 Penalty: 4709.254883
	Iteration 24Q: 3 clusters Score -1565409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1565446.625000 Penalty: 4709.254883
	Iteration 25Q: 3 clusters Score -1565447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1565463.875000 Penalty: 4709.254883
	Iteration 26Q: 3 clusters Score -1565464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1565471.750000 Penalty: 4709.254883
	Iteration 27Q: 3 clusters Score -1565472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1565477.750000 Penalty: 4709.254883
	Iteration 28Q: 3 clusters Score -1565478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1565477.250000 Penalty: 4709.254883
	Iteration 29Q: 3 clusters Score -1565477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1565476.250000 Penalty: 4709.254883
	Iteration 30Q: 3 clusters Score -1565476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1565476.250000 Penalty: 4709.254883
	Iteration 31F: 3 clusters Score -1565476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -96269.210938 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -96269.21 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 344 members 
Entering Unmasked Estep 
Score: -94593.945312 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -94593.95 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95011.093750 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -95011.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95191.632812 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -95191.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -95324.578125 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -95324.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95426.531250 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -95426.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -95473.359375 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -95473.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -95489.171875 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -95489.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -95493.851562 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -95493.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -95497.070312 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -95497.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -95498.109375 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -95498.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -95501.023438 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -95501.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95502.546875 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -95502.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95502.546875 Penalty: 3257.069580
	Iteration 12F: 3 clusters Score -95502.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Entering Unmasked Estep 
Score: -5080528.000000 Penalty: 2647.562012
	Iteration 0F: 2 clusters Score -5080528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5051215.500000 Penalty: 5295.124023
	Iteration 0F: 3 clusters Score -5051216 nChanged 19872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -5062291.000000 Penalty: 5295.124023
	Iteration 1F: 3 clusters Score -5062291 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5062836.500000 Penalty: 5295.124023
	Iteration 2Q: 3 clusters Score -5062836 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5063374.500000 Penalty: 5295.124023
	Iteration 3Q: 3 clusters Score -5063374 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -5063997.000000 Penalty: 5295.124023
	Iteration 4Q: 3 clusters Score -5063997 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -5064770.500000 Penalty: 5295.124023
	Iteration 5Q: 3 clusters Score -5064770 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -5065665.500000 Penalty: 5295.124023
	Iteration 6Q: 3 clusters Score -5065666 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -5066964.500000 Penalty: 5295.124023
	Iteration 7Q: 3 clusters Score -5066964 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -5068554.000000 Penalty: 5295.124023
	Iteration 8F: 3 clusters Score -5068554 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -5070443.500000 Penalty: 5295.124023
	Iteration 9F: 3 clusters Score -5070444 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -5072372.000000 Penalty: 5295.124023
	Iteration 10F: 3 clusters Score -5072372 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -5073726.500000 Penalty: 5295.124023
	Iteration 11F: 3 clusters Score -5073726 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5074431.000000 Penalty: 5295.124023
	Iteration 12Q: 3 clusters Score -5074431 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -5074734.500000 Penalty: 5295.124023
	Iteration 13Q: 3 clusters Score -5074734 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -5074903.500000 Penalty: 5295.124023
	Iteration 14Q: 3 clusters Score -5074904 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5075041.500000 Penalty: 5295.124023
	Iteration 15Q: 3 clusters Score -5075042 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -5075152.000000 Penalty: 5295.124023
	Iteration 16Q: 3 clusters Score -5075152 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -5075241.000000 Penalty: 5295.124023
	Iteration 17Q: 3 clusters Score -5075241 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -5075353.000000 Penalty: 5295.124023
	Iteration 18Q: 3 clusters Score -5075353 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -5075431.500000 Penalty: 5295.124023
	Iteration 19Q: 3 clusters Score -5075432 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -5075473.500000 Penalty: 5295.124023
	Iteration 20F: 3 clusters Score -5075474 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -5075535.000000 Penalty: 5295.124023
	Iteration 21Q: 3 clusters Score -5075535 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5075600.000000 Penalty: 5295.124023
	Iteration 22Q: 3 clusters Score -5075600 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -5075669.500000 Penalty: 5295.124023
	Iteration 23Q: 3 clusters Score -5075670 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -5075705.500000 Penalty: 5295.124023
	Iteration 24Q: 3 clusters Score -5075706 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -5075770.000000 Penalty: 5295.124023
	Iteration 25Q: 3 clusters Score -5075770 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5075791.000000 Penalty: 5295.124023
	Iteration 26Q: 3 clusters Score -5075791 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -5075831.500000 Penalty: 5295.124023
	Iteration 27Q: 3 clusters Score -5075832 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -5075850.500000 Penalty: 5295.124023
	Iteration 28Q: 3 clusters Score -5075850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -5075877.500000 Penalty: 5295.124023
	Iteration 29Q: 3 clusters Score -5075878 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -5075900.500000 Penalty: 5295.124023
	Iteration 30Q: 3 clusters Score -5075900 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5075923.500000 Penalty: 5295.124023
	Iteration 31Q: 3 clusters Score -5075924 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -5075955.500000 Penalty: 5295.124023
	Iteration 32Q: 3 clusters Score -5075956 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5075958.000000 Penalty: 5295.124023
	Iteration 33Q: 3 clusters Score -5075958 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -5075965.000000 Penalty: 5295.124023
	Iteration 34Q: 3 clusters Score -5075965 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -5075966.500000 Penalty: 5295.124023
	Iteration 35Q: 3 clusters Score -5075966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -5075994.500000 Penalty: 5295.124023
	Iteration 36Q: 3 clusters Score -5075994 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -5076023.000000 Penalty: 5295.124023
	Iteration 37Q: 3 clusters Score -5076023 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5076039.500000 Penalty: 5295.124023
	Iteration 38Q: 3 clusters Score -5076040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5076051.000000 Penalty: 5295.124023
	Iteration 39Q: 3 clusters Score -5076051 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -5076065.000000 Penalty: 5295.124023
	Iteration 40F: 3 clusters Score -5076065 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -5076075.000000 Penalty: 5295.124023
	Iteration 41Q: 3 clusters Score -5076075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5076092.000000 Penalty: 5295.124023
	Iteration 42Q: 3 clusters Score -5076092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -5076085.000000 Penalty: 5295.124023
	Iteration 43Q: 3 clusters Score -5076085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5076076.500000 Penalty: 5295.124023
	Iteration 44Q: 3 clusters Score -5076076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -5076082.000000 Penalty: 5295.124023
	Iteration 45Q: 3 clusters Score -5076082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5076099.500000 Penalty: 5295.124023
	Iteration 46Q: 3 clusters Score -5076100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -5076102.500000 Penalty: 5295.124023
	Iteration 47Q: 3 clusters Score -5076102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -5076095.500000 Penalty: 5295.124023
	Iteration 48Q: 3 clusters Score -5076096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5076093 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5076108 nChanged 48
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5076108 nChanged 49
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5076108 nChanged 37
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5076108 nChanged 33
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5076112 nChanged 32
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5076110 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5076110 nChanged 24
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5076110 nChanged 24
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5076116 nChanged 24
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	Iteration 63Q: 3 clusters Score -5076110 nChanged 16
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5076120 nChanged 13
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	Iteration 65Q: 3 clusters Score -5076112 nChanged 19
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5076120 nChanged 21
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5076124 nChanged 30
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	Iteration 68Q: 3 clusters Score -5076132 nChanged 26
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	Iteration 69Q: 3 clusters Score -5076134 nChanged 17
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5076136 nChanged 21
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	Iteration 72Q: 3 clusters Score -5076145 nChanged 27
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5076152 nChanged 31
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	Iteration 80F: 3 clusters Score -5076162 nChanged 40
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	Iteration 84Q: 3 clusters Score -5076148 nChanged 39
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	Iteration 97Q: 3 clusters Score -5076164 nChanged 28
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	Iteration 98Q: 3 clusters Score -5076166 nChanged 24
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	Iteration 100F: 3 clusters Score -5076175 nChanged 19
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	Iteration 107Q: 3 clusters Score -5076192 nChanged 39
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	Iteration 108Q: 3 clusters Score -5076204 nChanged 42
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	Iteration 110Q: 3 clusters Score -5076212 nChanged 51
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5076214 nChanged 54
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	Iteration 112Q: 3 clusters Score -5076232 nChanged 58
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5076228 nChanged 54
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5076230 nChanged 55
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	Iteration 115Q: 3 clusters Score -5076246 nChanged 45
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5076230 nChanged 47
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5076247 nChanged 41
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	Iteration 118Q: 3 clusters Score -5076244 nChanged 39
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5076242 nChanged 42
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5076246 nChanged 47
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	Iteration 121Q: 3 clusters Score -5076250 nChanged 51
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5076246 nChanged 40
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5076260 nChanged 37
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5076250 nChanged 29
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5076257 nChanged 39
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	Iteration 126Q: 3 clusters Score -5076257 nChanged 31
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	Iteration 127Q: 3 clusters Score -5076262 nChanged 31
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	Iteration 128Q: 3 clusters Score -5076254 nChanged 28
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5076252 nChanged 28
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	Iteration 130Q: 3 clusters Score -5076251 nChanged 29
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	Iteration 131Q: 3 clusters Score -5076257 nChanged 32
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5076270 nChanged 33
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5076280 nChanged 33
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5076286 nChanged 17
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5076278 nChanged 20
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	Iteration 136Q: 3 clusters Score -5076272 nChanged 18
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5076282 nChanged 23
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5076276 nChanged 20
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5076286 nChanged 15
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5076287 nChanged 11
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5076282 nChanged 12
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11821 members 
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Mstep: Class 2 contains 11814 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5076297 nChanged 9
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Mstep: Class 2 contains 11720 members 
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	Iteration 154Q: 3 clusters Score -5076296 nChanged 11
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Mstep: Class 1 contains 31593 members 
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Mstep: Class 1 contains 31612 members 
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Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 11655 members 
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	Iteration 157Q: 3 clusters Score -5076290 nChanged 24
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Mstep: Class 1 contains 31658 members 
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	Iteration 159Q: 3 clusters Score -5076296 nChanged 36
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	Iteration 160F: 3 clusters Score -5076304 nChanged 37
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5076375 nChanged 52
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	Iteration 190Q: 3 clusters Score -5076392 nChanged 56
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	Iteration 192Q: 3 clusters Score -5076416 nChanged 81
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	Iteration 200F: 3 clusters Score -5076538 nChanged 164
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	Iteration 223Q: 3 clusters Score -5078142 nChanged 147
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	Iteration 225Q: 3 clusters Score -5078190 nChanged 117
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	Iteration 226Q: 3 clusters Score -5078214 nChanged 102
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	Iteration 227Q: 3 clusters Score -5078244 nChanged 77
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	Iteration 228Q: 3 clusters Score -5078270 nChanged 70
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	Iteration 229Q: 3 clusters Score -5078268 nChanged 60
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	Iteration 230Q: 3 clusters Score -5078274 nChanged 51
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	Iteration 231Q: 3 clusters Score -5078296 nChanged 51
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	Iteration 232Q: 3 clusters Score -5078304 nChanged 53
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	Iteration 233Q: 3 clusters Score -5078319 nChanged 45
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	Iteration 234Q: 3 clusters Score -5078318 nChanged 45
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Entering Unmasked Estep 
Score: -5078332.000000 Penalty: 5295.124023
	Iteration 235Q: 3 clusters Score -5078332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5078342.500000 Penalty: 5295.124023
	Iteration 236Q: 3 clusters Score -5078342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5078354.500000 Penalty: 5295.124023
	Iteration 237Q: 3 clusters Score -5078354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5078346.500000 Penalty: 5295.124023
	Iteration 238Q: 3 clusters Score -5078346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5078344.000000 Penalty: 5295.124023
	Iteration 239Q: 3 clusters Score -5078344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5078355.500000 Penalty: 5295.124023
	Iteration 240F: 3 clusters Score -5078356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5078367.000000 Penalty: 5295.124023
	Iteration 241Q: 3 clusters Score -5078367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5078374.000000 Penalty: 5295.124023
	Iteration 242Q: 3 clusters Score -5078374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5078385.000000 Penalty: 5295.124023
	Iteration 243Q: 3 clusters Score -5078385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5078395.000000 Penalty: 5295.124023
	Iteration 244Q: 3 clusters Score -5078395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5078400.000000 Penalty: 5295.124023
	Iteration 245Q: 3 clusters Score -5078400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5078407.000000 Penalty: 5295.124023
	Iteration 246Q: 3 clusters Score -5078407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5078419.000000 Penalty: 5295.124023
	Iteration 247Q: 3 clusters Score -5078419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5078429.000000 Penalty: 5295.124023
	Iteration 248Q: 3 clusters Score -5078429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5078426.500000 Penalty: 5295.124023
	Iteration 249Q: 3 clusters Score -5078426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5078425.500000 Penalty: 5295.124023
	Iteration 250Q: 3 clusters Score -5078426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5078438.000000 Penalty: 5295.124023
	Iteration 251Q: 3 clusters Score -5078438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5078449.500000 Penalty: 5295.124023
	Iteration 252Q: 3 clusters Score -5078450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5078451.000000 Penalty: 5295.124023
	Iteration 253Q: 3 clusters Score -5078451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5078447.500000 Penalty: 5295.124023
	Iteration 254Q: 3 clusters Score -5078448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5078453.000000 Penalty: 5295.124023
	Iteration 255Q: 3 clusters Score -5078453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5078460.500000 Penalty: 5295.124023
	Iteration 256Q: 3 clusters Score -5078460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5078458.500000 Penalty: 5295.124023
	Iteration 257Q: 3 clusters Score -5078458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5078466.500000 Penalty: 5295.124023
	Iteration 258Q: 3 clusters Score -5078466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5078463.500000 Penalty: 5295.124023
	Iteration 259Q: 3 clusters Score -5078464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5078469.500000 Penalty: 5295.124023
	Iteration 260F: 3 clusters Score -5078470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5078469.000000 Penalty: 5295.124023
	Iteration 261Q: 3 clusters Score -5078469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5078468.000000 Penalty: 5295.124023
	Iteration 262Q: 3 clusters Score -5078468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5078468.000000 Penalty: 5295.124023
	Iteration 263F: 3 clusters Score -5078468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Entering Unmasked Estep 
Score: -673651.625000 Penalty: 2150.436523
	Iteration 0F: 2 clusters Score -673651.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -668704.250000 Penalty: 4300.873047
	Iteration 0F: 3 clusters Score -668704.2 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -669907.625000 Penalty: 4300.873047
	Iteration 1F: 3 clusters Score -669907.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -670145.312500 Penalty: 4300.873047
	Iteration 2F: 3 clusters Score -670145.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -670304.750000 Penalty: 4300.873047
	Iteration 3Q: 3 clusters Score -670304.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -670441.500000 Penalty: 4300.873047
	Iteration 4Q: 3 clusters Score -670441.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -670551.687500 Penalty: 4300.873047
	Iteration 5Q: 3 clusters Score -670551.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -670647.187500 Penalty: 4300.873047
	Iteration 6Q: 3 clusters Score -670647.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -670753.125000 Penalty: 4300.873047
	Iteration 7Q: 3 clusters Score -670753.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -670870.062500 Penalty: 4300.873047
	Iteration 8Q: 3 clusters Score -670870.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -671005.062500 Penalty: 4300.873047
	Iteration 9Q: 3 clusters Score -671005.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -671190.062500 Penalty: 4300.873047
	Iteration 10Q: 3 clusters Score -671190.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -671374.500000 Penalty: 4300.873047
	Iteration 11Q: 3 clusters Score -671374.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -671594.187500 Penalty: 4300.873047
	Iteration 12Q: 3 clusters Score -671594.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -671863.187500 Penalty: 4300.873047
	Iteration 13Q: 3 clusters Score -671863.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -672100.687500 Penalty: 4300.873047
	Iteration 14Q: 3 clusters Score -672100.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -672293.125000 Penalty: 4300.873047
	Iteration 15Q: 3 clusters Score -672293.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -672424.812500 Penalty: 4300.873047
	Iteration 16Q: 3 clusters Score -672424.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -672507.250000 Penalty: 4300.873047
	Iteration 17Q: 3 clusters Score -672507.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -672558.437500 Penalty: 4300.873047
	Iteration 18Q: 3 clusters Score -672558.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -672597.625000 Penalty: 4300.873047
	Iteration 19Q: 3 clusters Score -672597.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -672630.562500 Penalty: 4300.873047
	Iteration 20F: 3 clusters Score -672630.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -672654.750000 Penalty: 4300.873047
	Iteration 21Q: 3 clusters Score -672654.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -672676.437500 Penalty: 4300.873047
	Iteration 22Q: 3 clusters Score -672676.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -672695.312500 Penalty: 4300.873047
	Iteration 23Q: 3 clusters Score -672695.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -672718.625000 Penalty: 4300.873047
	Iteration 24Q: 3 clusters Score -672718.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -672742.687500 Penalty: 4300.873047
	Iteration 25Q: 3 clusters Score -672742.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -672759.750000 Penalty: 4300.873047
	Iteration 26Q: 3 clusters Score -672759.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -672769.875000 Penalty: 4300.873047
	Iteration 27Q: 3 clusters Score -672769.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -672777.687500 Penalty: 4300.873047
	Iteration 28Q: 3 clusters Score -672777.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -672783.750000 Penalty: 4300.873047
	Iteration 29Q: 3 clusters Score -672783.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -672788.875000 Penalty: 4300.873047
	Iteration 30Q: 3 clusters Score -672788.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -672796.812500 Penalty: 4300.873047
	Iteration 31Q: 3 clusters Score -672796.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -672801.187500 Penalty: 4300.873047
	Iteration 32Q: 3 clusters Score -672801.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -672804.187500 Penalty: 4300.873047
	Iteration 33Q: 3 clusters Score -672804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -672807.625000 Penalty: 4300.873047
	Iteration 34Q: 3 clusters Score -672807.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -672809.750000 Penalty: 4300.873047
	Iteration 35Q: 3 clusters Score -672809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -672809.187500 Penalty: 4300.873047
	Iteration 36Q: 3 clusters Score -672809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -672809.187500 Penalty: 4300.873047
	Iteration 37Q: 3 clusters Score -672809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -672809.187500 Penalty: 4300.873047
	Iteration 38F: 3 clusters Score -672809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Entering Unmasked Estep 
Score: -1334460.250000 Penalty: 2319.879883
	Iteration 0F: 2 clusters Score -1334460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1325832.375000 Penalty: 4639.759766
	Iteration 0F: 3 clusters Score -1325832 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1328668.375000 Penalty: 4639.759766
	Iteration 1F: 3 clusters Score -1328668 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1329339.875000 Penalty: 4639.759766
	Iteration 2F: 3 clusters Score -1329340 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1329967.875000 Penalty: 4639.759766
	Iteration 3F: 3 clusters Score -1329968 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1330574.375000 Penalty: 4639.759766
	Iteration 4F: 3 clusters Score -1330574 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1331163.250000 Penalty: 4639.759766
	Iteration 5F: 3 clusters Score -1331163 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1331655.250000 Penalty: 4639.759766
	Iteration 6F: 3 clusters Score -1331655 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1332045.000000 Penalty: 4639.759766
	Iteration 7F: 3 clusters Score -1332045 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1332320.500000 Penalty: 4639.759766
	Iteration 8Q: 3 clusters Score -1332320 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1332499.250000 Penalty: 4639.759766
	Iteration 9Q: 3 clusters Score -1332499 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1332629.625000 Penalty: 4639.759766
	Iteration 10Q: 3 clusters Score -1332630 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1332719.000000 Penalty: 4639.759766
	Iteration 11Q: 3 clusters Score -1332719 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1332770.500000 Penalty: 4639.759766
	Iteration 12Q: 3 clusters Score -1332770 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1332817.125000 Penalty: 4639.759766
	Iteration 13Q: 3 clusters Score -1332817 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1332863.375000 Penalty: 4639.759766
	Iteration 14Q: 3 clusters Score -1332863 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1332900.250000 Penalty: 4639.759766
	Iteration 15Q: 3 clusters Score -1332900 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1332922.750000 Penalty: 4639.759766
	Iteration 16Q: 3 clusters Score -1332923 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1332948.250000 Penalty: 4639.759766
	Iteration 17Q: 3 clusters Score -1332948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1332978.750000 Penalty: 4639.759766
	Iteration 18Q: 3 clusters Score -1332979 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1332999.625000 Penalty: 4639.759766
	Iteration 19Q: 3 clusters Score -1333000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1333017.000000 Penalty: 4639.759766
	Iteration 20F: 3 clusters Score -1333017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1333025.375000 Penalty: 4639.759766
	Iteration 21Q: 3 clusters Score -1333025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1333038.125000 Penalty: 4639.759766
	Iteration 22Q: 3 clusters Score -1333038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1333045.875000 Penalty: 4639.759766
	Iteration 23Q: 3 clusters Score -1333046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1333055.375000 Penalty: 4639.759766
	Iteration 24Q: 3 clusters Score -1333055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1333065.500000 Penalty: 4639.759766
	Iteration 25Q: 3 clusters Score -1333066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1333069.625000 Penalty: 4639.759766
	Iteration 26Q: 3 clusters Score -1333070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1333076.875000 Penalty: 4639.759766
	Iteration 27Q: 3 clusters Score -1333077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1333079.875000 Penalty: 4639.759766
	Iteration 28Q: 3 clusters Score -1333080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1333088.625000 Penalty: 4639.759766
	Iteration 29Q: 3 clusters Score -1333089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1333091.750000 Penalty: 4639.759766
	Iteration 30Q: 3 clusters Score -1333092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1333093.375000 Penalty: 4639.759766
	Iteration 31Q: 3 clusters Score -1333093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1333097.875000 Penalty: 4639.759766
	Iteration 32Q: 3 clusters Score -1333098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1333097.125000 Penalty: 4639.759766
	Iteration 33Q: 3 clusters Score -1333097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1333096.875000 Penalty: 4639.759766
	Iteration 34Q: 3 clusters Score -1333097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1333097.500000 Penalty: 4639.759766
	Iteration 35Q: 3 clusters Score -1333098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1333096.750000 Penalty: 4639.759766
	Iteration 36Q: 3 clusters Score -1333097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1333097.625000 Penalty: 4639.759766
	Iteration 37Q: 3 clusters Score -1333098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1333098.750000 Penalty: 4639.759766
	Iteration 38Q: 3 clusters Score -1333099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1333099.750000 Penalty: 4639.759766
	Iteration 39Q: 3 clusters Score -1333100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1333101.375000 Penalty: 4639.759766
	Iteration 40F: 3 clusters Score -1333101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1333102.750000 Penalty: 4639.759766
	Iteration 41Q: 3 clusters Score -1333103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1333103.875000 Penalty: 4639.759766
	Iteration 42Q: 3 clusters Score -1333104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1333108.500000 Penalty: 4639.759766
	Iteration 43Q: 3 clusters Score -1333108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1333105.000000 Penalty: 4639.759766
	Iteration 44Q: 3 clusters Score -1333105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1333105.125000 Penalty: 4639.759766
	Iteration 45Q: 3 clusters Score -1333105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1333106.000000 Penalty: 4639.759766
	Iteration 46Q: 3 clusters Score -1333106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1333105.875000 Penalty: 4639.759766
	Iteration 47Q: 3 clusters Score -1333106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1333107.250000 Penalty: 4639.759766
	Iteration 48Q: 3 clusters Score -1333107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1333108.125000 Penalty: 4639.759766
	Iteration 49Q: 3 clusters Score -1333108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1333108.125000 Penalty: 4639.759766
	Iteration 50Q: 3 clusters Score -1333108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1333108.500000 Penalty: 4639.759766
	Iteration 51Q: 3 clusters Score -1333108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1333108.500000 Penalty: 4639.759766
	Iteration 52F: 3 clusters Score -1333108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Entering Unmasked Estep 
Score: -5577344.000000 Penalty: 2692.964844
	Iteration 0F: 2 clusters Score -5577344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -5542357.000000 Penalty: 5385.929688
	Iteration 0F: 3 clusters Score -5542357 nChanged 23971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -5555895.000000 Penalty: 5385.929688
	Iteration 1F: 3 clusters Score -5555895 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -5556970.000000 Penalty: 5385.929688
	Iteration 2Q: 3 clusters Score -5556970 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -5558391.500000 Penalty: 5385.929688
	Iteration 3F: 3 clusters Score -5558392 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -5560118.000000 Penalty: 5385.929688
	Iteration 4F: 3 clusters Score -5560118 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -5561950.000000 Penalty: 5385.929688
	Iteration 5F: 3 clusters Score -5561950 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -5563685.000000 Penalty: 5385.929688
	Iteration 6F: 3 clusters Score -5563685 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5565173.000000 Penalty: 5385.929688
	Iteration 7F: 3 clusters Score -5565173 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -5566348.000000 Penalty: 5385.929688
	Iteration 8Q: 3 clusters Score -5566348 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -5567238.000000 Penalty: 5385.929688
	Iteration 9Q: 3 clusters Score -5567238 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5567864.500000 Penalty: 5385.929688
	Iteration 10Q: 3 clusters Score -5567864 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5568332.500000 Penalty: 5385.929688
	Iteration 11Q: 3 clusters Score -5568332 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -5568687.500000 Penalty: 5385.929688
	Iteration 12Q: 3 clusters Score -5568688 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -5568970.500000 Penalty: 5385.929688
	Iteration 13Q: 3 clusters Score -5568970 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -5569203.000000 Penalty: 5385.929688
	Iteration 14Q: 3 clusters Score -5569203 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -5569405.500000 Penalty: 5385.929688
	Iteration 15Q: 3 clusters Score -5569406 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -5569603.000000 Penalty: 5385.929688
	Iteration 16Q: 3 clusters Score -5569603 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -5569699.000000 Penalty: 5385.929688
	Iteration 17Q: 3 clusters Score -5569699 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5569781.000000 Penalty: 5385.929688
	Iteration 18Q: 3 clusters Score -5569781 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -5569873.000000 Penalty: 5385.929688
	Iteration 19Q: 3 clusters Score -5569873 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -5569926.000000 Penalty: 5385.929688
	Iteration 20F: 3 clusters Score -5569926 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -5570022.500000 Penalty: 5385.929688
	Iteration 21Q: 3 clusters Score -5570022 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -5570079.500000 Penalty: 5385.929688
	Iteration 22Q: 3 clusters Score -5570080 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -5570125.000000 Penalty: 5385.929688
	Iteration 23Q: 3 clusters Score -5570125 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -5570172.500000 Penalty: 5385.929688
	Iteration 24Q: 3 clusters Score -5570172 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -5570226.500000 Penalty: 5385.929688
	Iteration 25Q: 3 clusters Score -5570226 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -5570239.000000 Penalty: 5385.929688
	Iteration 26Q: 3 clusters Score -5570239 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5570285.000000 Penalty: 5385.929688
	Iteration 27Q: 3 clusters Score -5570285 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -5570317.500000 Penalty: 5385.929688
	Iteration 28Q: 3 clusters Score -5570318 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -5570339.500000 Penalty: 5385.929688
	Iteration 29Q: 3 clusters Score -5570340 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -5570361.000000 Penalty: 5385.929688
	Iteration 30Q: 3 clusters Score -5570361 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -5570395.500000 Penalty: 5385.929688
	Iteration 31Q: 3 clusters Score -5570396 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -5570432.500000 Penalty: 5385.929688
	Iteration 32Q: 3 clusters Score -5570432 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -5570425.500000 Penalty: 5385.929688
	Iteration 33Q: 3 clusters Score -5570426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5570406.500000 Penalty: 5385.929688
	Iteration 34Q: 3 clusters Score -5570406 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -5570440.500000 Penalty: 5385.929688
	Iteration 35Q: 3 clusters Score -5570440 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -5570457.500000 Penalty: 5385.929688
	Iteration 36Q: 3 clusters Score -5570458 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -5570481.500000 Penalty: 5385.929688
	Iteration 37Q: 3 clusters Score -5570482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -5570507.000000 Penalty: 5385.929688
	Iteration 38Q: 3 clusters Score -5570507 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -5570508.000000 Penalty: 5385.929688
	Iteration 39Q: 3 clusters Score -5570508 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -5570538.500000 Penalty: 5385.929688
	Iteration 40F: 3 clusters Score -5570538 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -5570540.000000 Penalty: 5385.929688
	Iteration 41Q: 3 clusters Score -5570540 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -5570600.000000 Penalty: 5385.929688
	Iteration 42Q: 3 clusters Score -5570600 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5570643.500000 Penalty: 5385.929688
	Iteration 43Q: 3 clusters Score -5570644 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -5570654.000000 Penalty: 5385.929688
	Iteration 44Q: 3 clusters Score -5570654 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5570673.000000 Penalty: 5385.929688
	Iteration 45Q: 3 clusters Score -5570673 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -5570716.500000 Penalty: 5385.929688
	Iteration 46Q: 3 clusters Score -5570716 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -5570750.500000 Penalty: 5385.929688
	Iteration 47Q: 3 clusters Score -5570750 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5570753.000000 Penalty: 5385.929688
	Iteration 48Q: 3 clusters Score -5570753 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -5570777.500000 Penalty: 5385.929688
	Iteration 49Q: 3 clusters Score -5570778 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5570819.000000 Penalty: 5385.929688
	Iteration 50Q: 3 clusters Score -5570819 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5570857.500000 Penalty: 5385.929688
	Iteration 51Q: 3 clusters Score -5570858 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5570892.500000 Penalty: 5385.929688
	Iteration 52Q: 3 clusters Score -5570892 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -5570918.500000 Penalty: 5385.929688
	Iteration 53Q: 3 clusters Score -5570918 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -5570935.500000 Penalty: 5385.929688
	Iteration 54Q: 3 clusters Score -5570936 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5570972.500000 Penalty: 5385.929688
	Iteration 55Q: 3 clusters Score -5570972 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -5570986.500000 Penalty: 5385.929688
	Iteration 56Q: 3 clusters Score -5570986 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -5571020.500000 Penalty: 5385.929688
	Iteration 57Q: 3 clusters Score -5571020 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -5571056.500000 Penalty: 5385.929688
	Iteration 58Q: 3 clusters Score -5571056 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5571106.500000 Penalty: 5385.929688
	Iteration 59Q: 3 clusters Score -5571106 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -5571134.000000 Penalty: 5385.929688
	Iteration 60F: 3 clusters Score -5571134 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5571172.500000 Penalty: 5385.929688
	Iteration 61Q: 3 clusters Score -5571172 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -5571237.500000 Penalty: 5385.929688
	Iteration 62Q: 3 clusters Score -5571238 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -5571291.500000 Penalty: 5385.929688
	Iteration 63Q: 3 clusters Score -5571292 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -5571350.500000 Penalty: 5385.929688
	Iteration 64Q: 3 clusters Score -5571350 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -5571394.500000 Penalty: 5385.929688
	Iteration 65Q: 3 clusters Score -5571394 nChanged 409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5571437 nChanged 442
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -5571521.000000 Penalty: 5385.929688
	Iteration 67Q: 3 clusters Score -5571521 nChanged 461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5571581 nChanged 478
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5571672 nChanged 500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -5571762.500000 Penalty: 5385.929688
	Iteration 70Q: 3 clusters Score -5571762 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5571892 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -5571990.500000 Penalty: 5385.929688
	Iteration 72Q: 3 clusters Score -5571990 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -5572129.500000 Penalty: 5385.929688
	Iteration 73Q: 3 clusters Score -5572130 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5572257.000000 Penalty: 5385.929688
	Iteration 74Q: 3 clusters Score -5572257 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -5572387.000000 Penalty: 5385.929688
	Iteration 75Q: 3 clusters Score -5572387 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -5572546.500000 Penalty: 5385.929688
	Iteration 76Q: 3 clusters Score -5572546 nChanged 611
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -5572680.500000 Penalty: 5385.929688
	Iteration 77Q: 3 clusters Score -5572680 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5572839 nChanged 594
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5572984 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5573162 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5573338 nChanged 622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5573532 nChanged 605
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -5573709.000000 Penalty: 5385.929688
	Iteration 83Q: 3 clusters Score -5573709 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -5573948.500000 Penalty: 5385.929688
	Iteration 84Q: 3 clusters Score -5573948 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -5574128.000000 Penalty: 5385.929688
	Iteration 85Q: 3 clusters Score -5574128 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -5574314.000000 Penalty: 5385.929688
	Iteration 86Q: 3 clusters Score -5574314 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -5574486.000000 Penalty: 5385.929688
	Iteration 87Q: 3 clusters Score -5574486 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5574630.000000 Penalty: 5385.929688
	Iteration 88Q: 3 clusters Score -5574630 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5574778.500000 Penalty: 5385.929688
	Iteration 89Q: 3 clusters Score -5574778 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5574898.500000 Penalty: 5385.929688
	Iteration 90Q: 3 clusters Score -5574898 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5574960.500000 Penalty: 5385.929688
	Iteration 91Q: 3 clusters Score -5574960 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -5575037.000000 Penalty: 5385.929688
	Iteration 92Q: 3 clusters Score -5575037 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5575085.500000 Penalty: 5385.929688
	Iteration 93Q: 3 clusters Score -5575086 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5575126.000000 Penalty: 5385.929688
	Iteration 94Q: 3 clusters Score -5575126 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5575178.500000 Penalty: 5385.929688
	Iteration 95Q: 3 clusters Score -5575178 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5575230.500000 Penalty: 5385.929688
	Iteration 96Q: 3 clusters Score -5575230 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5575284.000000 Penalty: 5385.929688
	Iteration 97Q: 3 clusters Score -5575284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5575313.500000 Penalty: 5385.929688
	Iteration 98Q: 3 clusters Score -5575314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5575338.000000 Penalty: 5385.929688
	Iteration 99Q: 3 clusters Score -5575338 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5575362.000000 Penalty: 5385.929688
	Iteration 100F: 3 clusters Score -5575362 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5575376.500000 Penalty: 5385.929688
	Iteration 101Q: 3 clusters Score -5575376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5575395.500000 Penalty: 5385.929688
	Iteration 102Q: 3 clusters Score -5575396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5575419.500000 Penalty: 5385.929688
	Iteration 103Q: 3 clusters Score -5575420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5575452.500000 Penalty: 5385.929688
	Iteration 104Q: 3 clusters Score -5575452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5575462.000000 Penalty: 5385.929688
	Iteration 105Q: 3 clusters Score -5575462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5575479.000000 Penalty: 5385.929688
	Iteration 106Q: 3 clusters Score -5575479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5575482.000000 Penalty: 5385.929688
	Iteration 107Q: 3 clusters Score -5575482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5575485.000000 Penalty: 5385.929688
	Iteration 108Q: 3 clusters Score -5575485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5575503.000000 Penalty: 5385.929688
	Iteration 109Q: 3 clusters Score -5575503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5575519.000000 Penalty: 5385.929688
	Iteration 110Q: 3 clusters Score -5575519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5575520.500000 Penalty: 5385.929688
	Iteration 111Q: 3 clusters Score -5575520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5575528.500000 Penalty: 5385.929688
	Iteration 112Q: 3 clusters Score -5575528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5575534.500000 Penalty: 5385.929688
	Iteration 113Q: 3 clusters Score -5575534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5575547.000000 Penalty: 5385.929688
	Iteration 114Q: 3 clusters Score -5575547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5575568.500000 Penalty: 5385.929688
	Iteration 115Q: 3 clusters Score -5575568 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5575569.000000 Penalty: 5385.929688
	Iteration 116Q: 3 clusters Score -5575569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5575566.500000 Penalty: 5385.929688
	Iteration 117Q: 3 clusters Score -5575566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5575577.000000 Penalty: 5385.929688
	Iteration 118Q: 3 clusters Score -5575577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5575568.500000 Penalty: 5385.929688
	Iteration 119Q: 3 clusters Score -5575568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5575572.000000 Penalty: 5385.929688
	Iteration 120F: 3 clusters Score -5575572 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5575574.500000 Penalty: 5385.929688
	Iteration 121Q: 3 clusters Score -5575574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5575590.000000 Penalty: 5385.929688
	Iteration 122Q: 3 clusters Score -5575590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5575586.000000 Penalty: 5385.929688
	Iteration 123Q: 3 clusters Score -5575586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5575586.000000 Penalty: 5385.929688
	Iteration 124Q: 3 clusters Score -5575586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5575587.500000 Penalty: 5385.929688
	Iteration 125Q: 3 clusters Score -5575588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5575587.000000 Penalty: 5385.929688
	Iteration 126Q: 3 clusters Score -5575587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5575588.500000 Penalty: 5385.929688
	Iteration 127Q: 3 clusters Score -5575588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5575589.500000 Penalty: 5385.929688
	Iteration 128Q: 3 clusters Score -5575590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5575588.500000 Penalty: 5385.929688
	Iteration 129Q: 3 clusters Score -5575588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5575587.000000 Penalty: 5385.929688
	Iteration 130Q: 3 clusters Score -5575587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5575587.000000 Penalty: 5385.929688
	Iteration 131Q: 3 clusters Score -5575587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5575587.500000 Penalty: 5385.929688
	Iteration 132Q: 3 clusters Score -5575588 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5575587.500000 Penalty: 5385.929688
	Iteration 133F: 3 clusters Score -5575588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25633 members 
Entering Unmasked Estep 
Score: -2998134.750000 Penalty: 2517.605713
	Iteration 0F: 2 clusters Score -2998135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2980423.750000 Penalty: 5035.211426
	Iteration 0F: 3 clusters Score -2980424 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2986870.750000 Penalty: 5035.211426
	Iteration 1F: 3 clusters Score -2986871 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2987509 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2988077.250000 Penalty: 5035.211426
	Iteration 3F: 3 clusters Score -2988077 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2988703.250000 Penalty: 5035.211426
	Iteration 4Q: 3 clusters Score -2988703 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2989295.500000 Penalty: 5035.211426
	Iteration 5Q: 3 clusters Score -2989296 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2989870.750000 Penalty: 5035.211426
	Iteration 6Q: 3 clusters Score -2989871 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2990416.750000 Penalty: 5035.211426
	Iteration 7Q: 3 clusters Score -2990417 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2990871.500000 Penalty: 5035.211426
	Iteration 8Q: 3 clusters Score -2990872 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2991285.250000 Penalty: 5035.211426
	Iteration 9Q: 3 clusters Score -2991285 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2991644.500000 Penalty: 5035.211426
	Iteration 10Q: 3 clusters Score -2991644 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2992018.500000 Penalty: 5035.211426
	Iteration 11Q: 3 clusters Score -2992018 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2992401.500000 Penalty: 5035.211426
	Iteration 12Q: 3 clusters Score -2992402 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2992743.750000 Penalty: 5035.211426
	Iteration 13Q: 3 clusters Score -2992744 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2993119.500000 Penalty: 5035.211426
	Iteration 14Q: 3 clusters Score -2993120 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2993497.750000 Penalty: 5035.211426
	Iteration 15Q: 3 clusters Score -2993498 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2993868.750000 Penalty: 5035.211426
	Iteration 16Q: 3 clusters Score -2993869 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2994234.000000 Penalty: 5035.211426
	Iteration 17Q: 3 clusters Score -2994234 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2994554.000000 Penalty: 5035.211426
	Iteration 18Q: 3 clusters Score -2994554 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2994848.750000 Penalty: 5035.211426
	Iteration 19Q: 3 clusters Score -2994849 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2995101.750000 Penalty: 5035.211426
	Iteration 20F: 3 clusters Score -2995102 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2995329.500000 Penalty: 5035.211426
	Iteration 21Q: 3 clusters Score -2995330 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2995488.000000 Penalty: 5035.211426
	Iteration 22Q: 3 clusters Score -2995488 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2995615.250000 Penalty: 5035.211426
	Iteration 23Q: 3 clusters Score -2995615 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2995726.500000 Penalty: 5035.211426
	Iteration 24Q: 3 clusters Score -2995726 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2995817.500000 Penalty: 5035.211426
	Iteration 25Q: 3 clusters Score -2995818 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2995888.500000 Penalty: 5035.211426
	Iteration 26Q: 3 clusters Score -2995888 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2995939.250000 Penalty: 5035.211426
	Iteration 27Q: 3 clusters Score -2995939 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2995968.000000 Penalty: 5035.211426
	Iteration 28Q: 3 clusters Score -2995968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2995996.500000 Penalty: 5035.211426
	Iteration 29Q: 3 clusters Score -2995996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2996012.750000 Penalty: 5035.211426
	Iteration 30Q: 3 clusters Score -2996013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2996034.500000 Penalty: 5035.211426
	Iteration 31Q: 3 clusters Score -2996034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2996045.500000 Penalty: 5035.211426
	Iteration 32Q: 3 clusters Score -2996046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2996053.750000 Penalty: 5035.211426
	Iteration 33Q: 3 clusters Score -2996054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2996059.750000 Penalty: 5035.211426
	Iteration 34Q: 3 clusters Score -2996060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2996069.000000 Penalty: 5035.211426
	Iteration 35Q: 3 clusters Score -2996069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2996070.750000 Penalty: 5035.211426
	Iteration 36Q: 3 clusters Score -2996071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2996080.750000 Penalty: 5035.211426
	Iteration 37Q: 3 clusters Score -2996081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2996086.000000 Penalty: 5035.211426
	Iteration 38Q: 3 clusters Score -2996086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2996088.500000 Penalty: 5035.211426
	Iteration 39Q: 3 clusters Score -2996088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2996096.500000 Penalty: 5035.211426
	Iteration 40F: 3 clusters Score -2996096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2996094.750000 Penalty: 5035.211426
	Iteration 41Q: 3 clusters Score -2996095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2996098.000000 Penalty: 5035.211426
	Iteration 42Q: 3 clusters Score -2996098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2996097.500000 Penalty: 5035.211426
	Iteration 43Q: 3 clusters Score -2996098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2996102.000000 Penalty: 5035.211426
	Iteration 44Q: 3 clusters Score -2996102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2996108.750000 Penalty: 5035.211426
	Iteration 45Q: 3 clusters Score -2996109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2996107.000000 Penalty: 5035.211426
	Iteration 46Q: 3 clusters Score -2996107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2996113.250000 Penalty: 5035.211426
	Iteration 47Q: 3 clusters Score -2996113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2996113.250000 Penalty: 5035.211426
	Iteration 48Q: 3 clusters Score -2996113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2996116.250000 Penalty: 5035.211426
	Iteration 49Q: 3 clusters Score -2996116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2996116.250000 Penalty: 5035.211426
	Iteration 50F: 3 clusters Score -2996116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Entering Unmasked Estep 
Score: -6352652.000000 Penalty: 2694.993652
	Iteration 0F: 2 clusters Score -6352652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -6317414.500000 Penalty: 5389.987305
	Iteration 0F: 3 clusters Score -6317414 nChanged 24219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -6330941.500000 Penalty: 5389.987305
	Iteration 1F: 3 clusters Score -6330942 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -6331707.000000 Penalty: 5389.987305
	Iteration 2Q: 3 clusters Score -6331707 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -6332682.000000 Penalty: 5389.987305
	Iteration 3Q: 3 clusters Score -6332682 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -6333940.000000 Penalty: 5389.987305
	Iteration 4F: 3 clusters Score -6333940 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -6335818.000000 Penalty: 5389.987305
	Iteration 5F: 3 clusters Score -6335818 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -6338335.500000 Penalty: 5389.987305
	Iteration 6F: 3 clusters Score -6338336 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -6341066.000000 Penalty: 5389.987305
	Iteration 7F: 3 clusters Score -6341066 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -6343215.500000 Penalty: 5389.987305
	Iteration 8F: 3 clusters Score -6343216 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -6344781.500000 Penalty: 5389.987305
	Iteration 9Q: 3 clusters Score -6344782 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -6346065.500000 Penalty: 5389.987305
	Iteration 10Q: 3 clusters Score -6346066 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -6347054.500000 Penalty: 5389.987305
	Iteration 11Q: 3 clusters Score -6347054 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -6347836.500000 Penalty: 5389.987305
	Iteration 12Q: 3 clusters Score -6347836 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -6348552.000000 Penalty: 5389.987305
	Iteration 13Q: 3 clusters Score -6348552 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -6349105.000000 Penalty: 5389.987305
	Iteration 14Q: 3 clusters Score -6349105 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -6349505.500000 Penalty: 5389.987305
	Iteration 15Q: 3 clusters Score -6349506 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -6349794.500000 Penalty: 5389.987305
	Iteration 16Q: 3 clusters Score -6349794 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -6349974.000000 Penalty: 5389.987305
	Iteration 17Q: 3 clusters Score -6349974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -6350082.500000 Penalty: 5389.987305
	Iteration 18Q: 3 clusters Score -6350082 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -6350163.500000 Penalty: 5389.987305
	Iteration 19Q: 3 clusters Score -6350164 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -6350245.000000 Penalty: 5389.987305
	Iteration 20F: 3 clusters Score -6350245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -6350285.000000 Penalty: 5389.987305
	Iteration 21Q: 3 clusters Score -6350285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -6350327.500000 Penalty: 5389.987305
	Iteration 22Q: 3 clusters Score -6350328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -6350340.000000 Penalty: 5389.987305
	Iteration 23Q: 3 clusters Score -6350340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -6350362.500000 Penalty: 5389.987305
	Iteration 24Q: 3 clusters Score -6350362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -6350380.500000 Penalty: 5389.987305
	Iteration 25Q: 3 clusters Score -6350380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -6350393.500000 Penalty: 5389.987305
	Iteration 26Q: 3 clusters Score -6350394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -6350401.500000 Penalty: 5389.987305
	Iteration 27Q: 3 clusters Score -6350402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -6350400.500000 Penalty: 5389.987305
	Iteration 28Q: 3 clusters Score -6350400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -6350396.500000 Penalty: 5389.987305
	Iteration 29Q: 3 clusters Score -6350396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -6350398.500000 Penalty: 5389.987305
	Iteration 30Q: 3 clusters Score -6350398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -6350401.000000 Penalty: 5389.987305
	Iteration 31Q: 3 clusters Score -6350401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -6350404.000000 Penalty: 5389.987305
	Iteration 32Q: 3 clusters Score -6350404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -6350402.500000 Penalty: 5389.987305
	Iteration 33Q: 3 clusters Score -6350402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -6350403.000000 Penalty: 5389.987305
	Iteration 34Q: 3 clusters Score -6350403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -6350406.000000 Penalty: 5389.987305
	Iteration 35Q: 3 clusters Score -6350406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -6350406.000000 Penalty: 5389.987305
	Iteration 36F: 3 clusters Score -6350406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -42887.574219 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -42887.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41726.429688 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -41726.43 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42303.464844 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -42303.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42588.398438 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -42588.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42753.757812 Penalty: 3016.780762
	Iteration 3F: 3 clusters Score -42753.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42838.066406 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -42838.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42944.156250 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -42944.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42991.777344 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -42991.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43006.058594 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -43006.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43052.632812 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -43052.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43060.917969 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -43060.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43062.929688 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -43062.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43062.929688 Penalty: 3016.780762
	Iteration 11F: 3 clusters Score -43062.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33445 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187982 members 
Mstep: Class 13 contains 186835 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17139 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43289 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51986 members 
Mstep: Class 27 contains 25633 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 283 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41412 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6013 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34540 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25352 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8712 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 155 members 
Entering Unmasked Estep 
Score: -133759552.000000 Penalty: 260018.453125
Splitting cluster 29 changes total score from -133761344.000000 to -133759552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -80493.398438 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -80493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78943.273438 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -78943.27 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79239.734375 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -79239.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79371.304688 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -79371.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79452.031250 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -79452.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79479.023438 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -79479.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79500.007812 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -79500.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79533.273438 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -79533.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79568.914062 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -79568.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79589.351562 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -79589.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79606.054688 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -79606.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79623.648438 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -79623.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79660.562500 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -79660.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79729.718750 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -79729.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79845.507812 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -79845.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79858.562500 Penalty: 3135.101074
	Iteration 14Q: 3 clusters Score -79858.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79873.257812 Penalty: 3135.101074
	Iteration 15Q: 3 clusters Score -79873.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79890.281250 Penalty: 3135.101074
	Iteration 16Q: 3 clusters Score -79890.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79928.054688 Penalty: 3135.101074
	Iteration 17Q: 3 clusters Score -79928.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79948.406250 Penalty: 3135.101074
	Iteration 18Q: 3 clusters Score -79948.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79978.937500 Penalty: 3135.101074
	Iteration 19Q: 3 clusters Score -79978.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79994.023438 Penalty: 3135.101074
	Iteration 20F: 3 clusters Score -79994.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79997.953125 Penalty: 3135.101074
	Iteration 21Q: 3 clusters Score -79997.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80009.882812 Penalty: 3135.101074
	Iteration 22Q: 3 clusters Score -80009.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80015.843750 Penalty: 3135.101074
	Iteration 23Q: 3 clusters Score -80015.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80018.250000 Penalty: 3135.101074
	Iteration 24Q: 3 clusters Score -80018.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80018.250000 Penalty: 3135.101074
	Iteration 25F: 3 clusters Score -80018.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Entering Unmasked Estep 
Score: -1198787.125000 Penalty: 2294.034180
	Iteration 0F: 2 clusters Score -1198787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1190831.125000 Penalty: 4588.068359
	Iteration 0F: 3 clusters Score -1190831 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1193228.750000 Penalty: 4588.068359
	Iteration 1F: 3 clusters Score -1193229 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1193831.375000 Penalty: 4588.068359
	Iteration 2F: 3 clusters Score -1193831 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1194477.500000 Penalty: 4588.068359
	Iteration 3F: 3 clusters Score -1194478 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1195093.875000 Penalty: 4588.068359
	Iteration 4F: 3 clusters Score -1195094 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1195663.750000 Penalty: 4588.068359
	Iteration 5F: 3 clusters Score -1195664 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1196172.625000 Penalty: 4588.068359
	Iteration 6F: 3 clusters Score -1196173 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1196663.875000 Penalty: 4588.068359
	Iteration 7F: 3 clusters Score -1196664 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1197134.000000 Penalty: 4588.068359
	Iteration 8F: 3 clusters Score -1197134 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1197551.500000 Penalty: 4588.068359
	Iteration 9Q: 3 clusters Score -1197552 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1197870.750000 Penalty: 4588.068359
	Iteration 10Q: 3 clusters Score -1197871 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1198108.250000 Penalty: 4588.068359
	Iteration 11Q: 3 clusters Score -1198108 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1198268.250000 Penalty: 4588.068359
	Iteration 12Q: 3 clusters Score -1198268 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1198350.000000 Penalty: 4588.068359
	Iteration 13Q: 3 clusters Score -1198350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1198406.875000 Penalty: 4588.068359
	Iteration 14Q: 3 clusters Score -1198407 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1198435.375000 Penalty: 4588.068359
	Iteration 15Q: 3 clusters Score -1198435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1198463.125000 Penalty: 4588.068359
	Iteration 16Q: 3 clusters Score -1198463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1198470.875000 Penalty: 4588.068359
	Iteration 17Q: 3 clusters Score -1198471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1198474.875000 Penalty: 4588.068359
	Iteration 18Q: 3 clusters Score -1198475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1198483.250000 Penalty: 4588.068359
	Iteration 19Q: 3 clusters Score -1198483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1198487.250000 Penalty: 4588.068359
	Iteration 20F: 3 clusters Score -1198487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1198489.500000 Penalty: 4588.068359
	Iteration 21Q: 3 clusters Score -1198490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1198499.125000 Penalty: 4588.068359
	Iteration 22Q: 3 clusters Score -1198499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1198503.625000 Penalty: 4588.068359
	Iteration 23Q: 3 clusters Score -1198504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1198510.250000 Penalty: 4588.068359
	Iteration 24Q: 3 clusters Score -1198510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1198516.000000 Penalty: 4588.068359
	Iteration 25Q: 3 clusters Score -1198516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1198513.000000 Penalty: 4588.068359
	Iteration 26Q: 3 clusters Score -1198513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1198520.500000 Penalty: 4588.068359
	Iteration 27Q: 3 clusters Score -1198520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1198519.125000 Penalty: 4588.068359
	Iteration 28Q: 3 clusters Score -1198519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1198523.625000 Penalty: 4588.068359
	Iteration 29Q: 3 clusters Score -1198524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1198527.250000 Penalty: 4588.068359
	Iteration 30Q: 3 clusters Score -1198527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1198526.875000 Penalty: 4588.068359
	Iteration 31Q: 3 clusters Score -1198527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1198530.125000 Penalty: 4588.068359
	Iteration 32Q: 3 clusters Score -1198530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1198528.125000 Penalty: 4588.068359
	Iteration 33Q: 3 clusters Score -1198528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1198527.250000 Penalty: 4588.068359
	Iteration 34Q: 3 clusters Score -1198527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1198529.750000 Penalty: 4588.068359
	Iteration 35Q: 3 clusters Score -1198530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1198527.875000 Penalty: 4588.068359
	Iteration 36Q: 3 clusters Score -1198528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1198527.875000 Penalty: 4588.068359
	Iteration 37F: 3 clusters Score -1198528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -556300.437500 Penalty: 2107.506592
	Iteration 0F: 2 clusters Score -556300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -551806.625000 Penalty: 4215.013184
	Iteration 0F: 3 clusters Score -551806.6 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -552928.687500 Penalty: 4215.013184
	Iteration 1F: 3 clusters Score -552928.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -553265.187500 Penalty: 4215.013184
	Iteration 2F: 3 clusters Score -553265.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -553554.125000 Penalty: 4215.013184
	Iteration 3F: 3 clusters Score -553554.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -553806.187500 Penalty: 4215.013184
	Iteration 4F: 3 clusters Score -553806.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -554006.125000 Penalty: 4215.013184
	Iteration 5F: 3 clusters Score -554006.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -554172.125000 Penalty: 4215.013184
	Iteration 6Q: 3 clusters Score -554172.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -554304.437500 Penalty: 4215.013184
	Iteration 7Q: 3 clusters Score -554304.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -554413.875000 Penalty: 4215.013184
	Iteration 8Q: 3 clusters Score -554413.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -554505.562500 Penalty: 4215.013184
	Iteration 9Q: 3 clusters Score -554505.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -554568.375000 Penalty: 4215.013184
	Iteration 10Q: 3 clusters Score -554568.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -554605.625000 Penalty: 4215.013184
	Iteration 11Q: 3 clusters Score -554605.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -554646.000000 Penalty: 4215.013184
	Iteration 12Q: 3 clusters Score -554646 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -554698.000000 Penalty: 4215.013184
	Iteration 13Q: 3 clusters Score -554698 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -554741.375000 Penalty: 4215.013184
	Iteration 14Q: 3 clusters Score -554741.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -554789.187500 Penalty: 4215.013184
	Iteration 15Q: 3 clusters Score -554789.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -554860.500000 Penalty: 4215.013184
	Iteration 16Q: 3 clusters Score -554860.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -554923.250000 Penalty: 4215.013184
	Iteration 17Q: 3 clusters Score -554923.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -554976.562500 Penalty: 4215.013184
	Iteration 18Q: 3 clusters Score -554976.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -555028.125000 Penalty: 4215.013184
	Iteration 19Q: 3 clusters Score -555028.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -555079.750000 Penalty: 4215.013184
	Iteration 20F: 3 clusters Score -555079.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -555127.062500 Penalty: 4215.013184
	Iteration 21Q: 3 clusters Score -555127.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -555177.125000 Penalty: 4215.013184
	Iteration 22Q: 3 clusters Score -555177.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -555231.687500 Penalty: 4215.013184
	Iteration 23Q: 3 clusters Score -555231.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -555276.312500 Penalty: 4215.013184
	Iteration 24Q: 3 clusters Score -555276.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -555306.812500 Penalty: 4215.013184
	Iteration 25Q: 3 clusters Score -555306.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -555334.562500 Penalty: 4215.013184
	Iteration 26Q: 3 clusters Score -555334.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -555363.687500 Penalty: 4215.013184
	Iteration 27Q: 3 clusters Score -555363.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -555399.312500 Penalty: 4215.013184
	Iteration 28Q: 3 clusters Score -555399.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -555430.562500 Penalty: 4215.013184
	Iteration 29Q: 3 clusters Score -555430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -555452.812500 Penalty: 4215.013184
	Iteration 30Q: 3 clusters Score -555452.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -555464.687500 Penalty: 4215.013184
	Iteration 31Q: 3 clusters Score -555464.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -555477.375000 Penalty: 4215.013184
	Iteration 32Q: 3 clusters Score -555477.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -555486.812500 Penalty: 4215.013184
	Iteration 33Q: 3 clusters Score -555486.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -555497.187500 Penalty: 4215.013184
	Iteration 34Q: 3 clusters Score -555497.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -555502.937500 Penalty: 4215.013184
	Iteration 35Q: 3 clusters Score -555502.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -555510.562500 Penalty: 4215.013184
	Iteration 36Q: 3 clusters Score -555510.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -555517.062500 Penalty: 4215.013184
	Iteration 37Q: 3 clusters Score -555517.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -555523.687500 Penalty: 4215.013184
	Iteration 38Q: 3 clusters Score -555523.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -555529.437500 Penalty: 4215.013184
	Iteration 39Q: 3 clusters Score -555529.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -555532.250000 Penalty: 4215.013184
	Iteration 40F: 3 clusters Score -555532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -555534.500000 Penalty: 4215.013184
	Iteration 41Q: 3 clusters Score -555534.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -555537.375000 Penalty: 4215.013184
	Iteration 42Q: 3 clusters Score -555537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -555540.750000 Penalty: 4215.013184
	Iteration 43Q: 3 clusters Score -555540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -555541.875000 Penalty: 4215.013184
	Iteration 44Q: 3 clusters Score -555541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -555543.875000 Penalty: 4215.013184
	Iteration 45Q: 3 clusters Score -555543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -555547.250000 Penalty: 4215.013184
	Iteration 46Q: 3 clusters Score -555547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -555548.500000 Penalty: 4215.013184
	Iteration 47Q: 3 clusters Score -555548.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -555548.500000 Penalty: 4215.013184
	Iteration 48F: 3 clusters Score -555548.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (175609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175609 members 
Entering Unmasked Estep 
Score: -20700150.000000 Penalty: 2994.851807
	Iteration 0F: 2 clusters Score -2.070015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -20583378.000000 Penalty: 5989.703613
	Iteration 0F: 3 clusters Score -2.058338e+07 nChanged 84384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -20633294.000000 Penalty: 5989.703613
	Iteration 1F: 3 clusters Score -2.063329e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -20635842.000000 Penalty: 5989.703613
	Iteration 2Q: 3 clusters Score -2.063584e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -20640530.000000 Penalty: 5989.703613
	Iteration 3F: 3 clusters Score -2.064053e+07 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118686 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -20649554.000000 Penalty: 5989.703613
	Iteration 4F: 3 clusters Score -2.064955e+07 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -20662122.000000 Penalty: 5989.703613
	Iteration 5F: 3 clusters Score -2.066212e+07 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144769 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -20674008.000000 Penalty: 5989.703613
	Iteration 6F: 3 clusters Score -2.067401e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -20682164.000000 Penalty: 5989.703613
	Iteration 7F: 3 clusters Score -2.068216e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161505 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -20687428.000000 Penalty: 5989.703613
	Iteration 8Q: 3 clusters Score -2.068743e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166450 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -20691018.000000 Penalty: 5989.703613
	Iteration 9Q: 3 clusters Score -2.069102e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170070 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -20693724.000000 Penalty: 5989.703613
	Iteration 10Q: 3 clusters Score -2.069372e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172416 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -20695380.000000 Penalty: 5989.703613
	Iteration 11Q: 3 clusters Score -2.069538e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173771 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -20696452.000000 Penalty: 5989.703613
	Iteration 12Q: 3 clusters Score -2.069645e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174439 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20696988.000000 Penalty: 5989.703613
	Iteration 13Q: 3 clusters Score -2.069699e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174768 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20697258.000000 Penalty: 5989.703613
	Iteration 14Q: 3 clusters Score -2.069726e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174939 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -20697354.000000 Penalty: 5989.703613
	Iteration 15Q: 3 clusters Score -2.069735e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175037 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20697430.000000 Penalty: 5989.703613
	Iteration 16Q: 3 clusters Score -2.069743e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175081 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20697512.000000 Penalty: 5989.703613
	Iteration 17Q: 3 clusters Score -2.069751e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175105 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -20697544.000000 Penalty: 5989.703613
	Iteration 18Q: 3 clusters Score -2.069754e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175127 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -20697590.000000 Penalty: 5989.703613
	Iteration 19Q: 3 clusters Score -2.069759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175144 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20697584.000000 Penalty: 5989.703613
	Iteration 20F: 3 clusters Score -2.069758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175157 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -20697610.000000 Penalty: 5989.703613
	Iteration 21Q: 3 clusters Score -2.069761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175162 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -20697606.000000 Penalty: 5989.703613
	Iteration 22Q: 3 clusters Score -2.069761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175166 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -20697612.000000 Penalty: 5989.703613
	Iteration 23Q: 3 clusters Score -2.069761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175168 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -20697618.000000 Penalty: 5989.703613
	Iteration 24Q: 3 clusters Score -2.069762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175174 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20697618.000000 Penalty: 5989.703613
	Iteration 25Q: 3 clusters Score -2.069762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20697630.000000 Penalty: 5989.703613
	Iteration 26Q: 3 clusters Score -2.069763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175182 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20697626.000000 Penalty: 5989.703613
	Iteration 27Q: 3 clusters Score -2.069763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175189 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20697640.000000 Penalty: 5989.703613
	Iteration 28Q: 3 clusters Score -2.069764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175193 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -20697650.000000 Penalty: 5989.703613
	Iteration 29Q: 3 clusters Score -2.069765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175192 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20697634.000000 Penalty: 5989.703613
	Iteration 30Q: 3 clusters Score -2.069763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175195 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20697642.000000 Penalty: 5989.703613
	Iteration 31Q: 3 clusters Score -2.069764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175199 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20697656.000000 Penalty: 5989.703613
	Iteration 32Q: 3 clusters Score -2.069766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175203 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20697654.000000 Penalty: 5989.703613
	Iteration 33Q: 3 clusters Score -2.069765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175206 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20697658.000000 Penalty: 5989.703613
	Iteration 34Q: 3 clusters Score -2.069766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175206 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20697652.000000 Penalty: 5989.703613
	Iteration 35Q: 3 clusters Score -2.069765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175212 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20697656.000000 Penalty: 5989.703613
	Iteration 36Q: 3 clusters Score -2.069766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175216 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20697676.000000 Penalty: 5989.703613
	Iteration 37Q: 3 clusters Score -2.069768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175217 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -20697688.000000 Penalty: 5989.703613
	Iteration 38Q: 3 clusters Score -2.069769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175218 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20697690.000000 Penalty: 5989.703613
	Iteration 39Q: 3 clusters Score -2.069769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175219 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20697680.000000 Penalty: 5989.703613
	Iteration 40F: 3 clusters Score -2.069768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Entering Unmasked Estep 
Score: -954446.312500 Penalty: 2233.370850
	Iteration 0F: 2 clusters Score -954446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -948067.812500 Penalty: 4466.741699
	Iteration 0F: 3 clusters Score -948067.8 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -949746.500000 Penalty: 4466.741699
	Iteration 1F: 3 clusters Score -949746.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -949992.937500 Penalty: 4466.741699
	Iteration 2F: 3 clusters Score -949992.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -950151.000000 Penalty: 4466.741699
	Iteration 3Q: 3 clusters Score -950151 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -950273.750000 Penalty: 4466.741699
	Iteration 4Q: 3 clusters Score -950273.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -950358.812500 Penalty: 4466.741699
	Iteration 5Q: 3 clusters Score -950358.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -950422.875000 Penalty: 4466.741699
	Iteration 6Q: 3 clusters Score -950422.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -950469.687500 Penalty: 4466.741699
	Iteration 7Q: 3 clusters Score -950469.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -950507.125000 Penalty: 4466.741699
	Iteration 8Q: 3 clusters Score -950507.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -950550.937500 Penalty: 4466.741699
	Iteration 9Q: 3 clusters Score -950550.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -950594.062500 Penalty: 4466.741699
	Iteration 10Q: 3 clusters Score -950594.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -950653.125000 Penalty: 4466.741699
	Iteration 11Q: 3 clusters Score -950653.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -950718.812500 Penalty: 4466.741699
	Iteration 12Q: 3 clusters Score -950718.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -950815.625000 Penalty: 4466.741699
	Iteration 13Q: 3 clusters Score -950815.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -950955.375000 Penalty: 4466.741699
	Iteration 14Q: 3 clusters Score -950955.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -951137.687500 Penalty: 4466.741699
	Iteration 15Q: 3 clusters Score -951137.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -951380.875000 Penalty: 4466.741699
	Iteration 16Q: 3 clusters Score -951380.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -951666.437500 Penalty: 4466.741699
	Iteration 17Q: 3 clusters Score -951666.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -951910.250000 Penalty: 4466.741699
	Iteration 18Q: 3 clusters Score -951910.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -952122.750000 Penalty: 4466.741699
	Iteration 19Q: 3 clusters Score -952122.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -952283.812500 Penalty: 4466.741699
	Iteration 20F: 3 clusters Score -952283.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -952404.562500 Penalty: 4466.741699
	Iteration 21Q: 3 clusters Score -952404.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -952482.125000 Penalty: 4466.741699
	Iteration 22Q: 3 clusters Score -952482.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -952532.312500 Penalty: 4466.741699
	Iteration 23Q: 3 clusters Score -952532.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -952568.062500 Penalty: 4466.741699
	Iteration 24Q: 3 clusters Score -952568.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -952601.062500 Penalty: 4466.741699
	Iteration 25Q: 3 clusters Score -952601.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -952623.062500 Penalty: 4466.741699
	Iteration 26Q: 3 clusters Score -952623.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -952642.750000 Penalty: 4466.741699
	Iteration 27Q: 3 clusters Score -952642.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -952653.625000 Penalty: 4466.741699
	Iteration 28Q: 3 clusters Score -952653.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -952659.000000 Penalty: 4466.741699
	Iteration 29Q: 3 clusters Score -952659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -952662.000000 Penalty: 4466.741699
	Iteration 30Q: 3 clusters Score -952662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -952666.562500 Penalty: 4466.741699
	Iteration 31Q: 3 clusters Score -952666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -952669.812500 Penalty: 4466.741699
	Iteration 32Q: 3 clusters Score -952669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -952672.187500 Penalty: 4466.741699
	Iteration 33Q: 3 clusters Score -952672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -952672.937500 Penalty: 4466.741699
	Iteration 34Q: 3 clusters Score -952672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -952673.812500 Penalty: 4466.741699
	Iteration 35Q: 3 clusters Score -952673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -952674.000000 Penalty: 4466.741699
	Iteration 36Q: 3 clusters Score -952674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -952674.000000 Penalty: 4466.741699
	Iteration 37F: 3 clusters Score -952674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Entering Unmasked Estep 
Score: -4812853.000000 Penalty: 2636.568848
	Iteration 0F: 2 clusters Score -4812853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -4784789.500000 Penalty: 5273.137695
	Iteration 0F: 3 clusters Score -4784790 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -4795357.000000 Penalty: 5273.137695
	Iteration 1F: 3 clusters Score -4795357 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4795870.500000 Penalty: 5273.137695
	Iteration 2Q: 3 clusters Score -4795870 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4796311.500000 Penalty: 5273.137695
	Iteration 3Q: 3 clusters Score -4796312 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -4796752.000000 Penalty: 5273.137695
	Iteration 4Q: 3 clusters Score -4796752 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4797214.500000 Penalty: 5273.137695
	Iteration 5Q: 3 clusters Score -4797214 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4797742.500000 Penalty: 5273.137695
	Iteration 6Q: 3 clusters Score -4797742 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -4798398.500000 Penalty: 5273.137695
	Iteration 7Q: 3 clusters Score -4798398 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4799254.000000 Penalty: 5273.137695
	Iteration 8Q: 3 clusters Score -4799254 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -4800292.500000 Penalty: 5273.137695
	Iteration 9Q: 3 clusters Score -4800292 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4801331.500000 Penalty: 5273.137695
	Iteration 10Q: 3 clusters Score -4801332 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4802397.000000 Penalty: 5273.137695
	Iteration 11Q: 3 clusters Score -4802397 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -4803384.500000 Penalty: 5273.137695
	Iteration 12Q: 3 clusters Score -4803384 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -4804190.000000 Penalty: 5273.137695
	Iteration 13Q: 3 clusters Score -4804190 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -4804911.000000 Penalty: 5273.137695
	Iteration 14Q: 3 clusters Score -4804911 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4805484.500000 Penalty: 5273.137695
	Iteration 15Q: 3 clusters Score -4805484 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -4806011.000000 Penalty: 5273.137695
	Iteration 16Q: 3 clusters Score -4806011 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -4806477.000000 Penalty: 5273.137695
	Iteration 17Q: 3 clusters Score -4806477 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4806948.500000 Penalty: 5273.137695
	Iteration 18Q: 3 clusters Score -4806948 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4807474.000000 Penalty: 5273.137695
	Iteration 19Q: 3 clusters Score -4807474 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4808002.000000 Penalty: 5273.137695
	Iteration 20F: 3 clusters Score -4808002 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4808561.000000 Penalty: 5273.137695
	Iteration 21Q: 3 clusters Score -4808561 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4809054.000000 Penalty: 5273.137695
	Iteration 22Q: 3 clusters Score -4809054 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4809476.500000 Penalty: 5273.137695
	Iteration 23Q: 3 clusters Score -4809476 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4809921.500000 Penalty: 5273.137695
	Iteration 24Q: 3 clusters Score -4809922 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4810289.500000 Penalty: 5273.137695
	Iteration 25Q: 3 clusters Score -4810290 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4810552.000000 Penalty: 5273.137695
	Iteration 26Q: 3 clusters Score -4810552 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4810718.500000 Penalty: 5273.137695
	Iteration 27Q: 3 clusters Score -4810718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4810807.500000 Penalty: 5273.137695
	Iteration 28Q: 3 clusters Score -4810808 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4810887.000000 Penalty: 5273.137695
	Iteration 29Q: 3 clusters Score -4810887 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4810958.000000 Penalty: 5273.137695
	Iteration 30Q: 3 clusters Score -4810958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4810988.000000 Penalty: 5273.137695
	Iteration 31Q: 3 clusters Score -4810988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4811018.500000 Penalty: 5273.137695
	Iteration 32Q: 3 clusters Score -4811018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4811026.000000 Penalty: 5273.137695
	Iteration 33Q: 3 clusters Score -4811026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4811034.000000 Penalty: 5273.137695
	Iteration 34Q: 3 clusters Score -4811034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4811040.000000 Penalty: 5273.137695
	Iteration 35Q: 3 clusters Score -4811040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4811045.500000 Penalty: 5273.137695
	Iteration 36Q: 3 clusters Score -4811046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4811050.500000 Penalty: 5273.137695
	Iteration 37Q: 3 clusters Score -4811050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4811057.000000 Penalty: 5273.137695
	Iteration 38Q: 3 clusters Score -4811057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4811056.000000 Penalty: 5273.137695
	Iteration 39Q: 3 clusters Score -4811056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4811061.000000 Penalty: 5273.137695
	Iteration 40F: 3 clusters Score -4811061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4811061.500000 Penalty: 5273.137695
	Iteration 41Q: 3 clusters Score -4811062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4811058.000000 Penalty: 5273.137695
	Iteration 42Q: 3 clusters Score -4811058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4811066.500000 Penalty: 5273.137695
	Iteration 43Q: 3 clusters Score -4811066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4811064.000000 Penalty: 5273.137695
	Iteration 44Q: 3 clusters Score -4811064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4811059.500000 Penalty: 5273.137695
	Iteration 45Q: 3 clusters Score -4811060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4811065.000000 Penalty: 5273.137695
	Iteration 46Q: 3 clusters Score -4811065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4811065.000000 Penalty: 5273.137695
	Iteration 47Q: 3 clusters Score -4811065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4811065.000000 Penalty: 5273.137695
	Iteration 48F: 3 clusters Score -4811065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Entering Unmasked Estep 
Score: -598769.312500 Penalty: 2156.444092
	Iteration 0F: 2 clusters Score -598769.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -593646.250000 Penalty: 4312.888184
	Iteration 0F: 3 clusters Score -593646.2 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -594993.187500 Penalty: 4312.888184
	Iteration 1F: 3 clusters Score -594993.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -595292.875000 Penalty: 4312.888184
	Iteration 2F: 3 clusters Score -595292.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -595483.875000 Penalty: 4312.888184
	Iteration 3F: 3 clusters Score -595483.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -595630.500000 Penalty: 4312.888184
	Iteration 4Q: 3 clusters Score -595630.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -595769.250000 Penalty: 4312.888184
	Iteration 5Q: 3 clusters Score -595769.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -595887.000000 Penalty: 4312.888184
	Iteration 6Q: 3 clusters Score -595887 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -596006.125000 Penalty: 4312.888184
	Iteration 7Q: 3 clusters Score -596006.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -596115.625000 Penalty: 4312.888184
	Iteration 8Q: 3 clusters Score -596115.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -596226.812500 Penalty: 4312.888184
	Iteration 9Q: 3 clusters Score -596226.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -596353.125000 Penalty: 4312.888184
	Iteration 10Q: 3 clusters Score -596353.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -596481.562500 Penalty: 4312.888184
	Iteration 11Q: 3 clusters Score -596481.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -596588.250000 Penalty: 4312.888184
	Iteration 12Q: 3 clusters Score -596588.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -596685.500000 Penalty: 4312.888184
	Iteration 13Q: 3 clusters Score -596685.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -596773.812500 Penalty: 4312.888184
	Iteration 14Q: 3 clusters Score -596773.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -596874.187500 Penalty: 4312.888184
	Iteration 15Q: 3 clusters Score -596874.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -596977.250000 Penalty: 4312.888184
	Iteration 16Q: 3 clusters Score -596977.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -597066.750000 Penalty: 4312.888184
	Iteration 17Q: 3 clusters Score -597066.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -597138.437500 Penalty: 4312.888184
	Iteration 18Q: 3 clusters Score -597138.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -597208.000000 Penalty: 4312.888184
	Iteration 19Q: 3 clusters Score -597208 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -597282.375000 Penalty: 4312.888184
	Iteration 20F: 3 clusters Score -597282.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -597354.250000 Penalty: 4312.888184
	Iteration 21Q: 3 clusters Score -597354.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -597403.437500 Penalty: 4312.888184
	Iteration 22Q: 3 clusters Score -597403.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -597444.750000 Penalty: 4312.888184
	Iteration 23Q: 3 clusters Score -597444.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -597479.125000 Penalty: 4312.888184
	Iteration 24Q: 3 clusters Score -597479.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -597517.375000 Penalty: 4312.888184
	Iteration 25Q: 3 clusters Score -597517.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -597564.312500 Penalty: 4312.888184
	Iteration 26Q: 3 clusters Score -597564.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -597603.875000 Penalty: 4312.888184
	Iteration 27Q: 3 clusters Score -597603.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -597631.812500 Penalty: 4312.888184
	Iteration 28Q: 3 clusters Score -597631.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -597652.937500 Penalty: 4312.888184
	Iteration 29Q: 3 clusters Score -597652.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -597674.812500 Penalty: 4312.888184
	Iteration 30Q: 3 clusters Score -597674.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -597694.187500 Penalty: 4312.888184
	Iteration 31Q: 3 clusters Score -597694.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -597707.500000 Penalty: 4312.888184
	Iteration 32Q: 3 clusters Score -597707.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -597718.250000 Penalty: 4312.888184
	Iteration 33Q: 3 clusters Score -597718.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -597723.750000 Penalty: 4312.888184
	Iteration 34Q: 3 clusters Score -597723.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -597727.250000 Penalty: 4312.888184
	Iteration 35Q: 3 clusters Score -597727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -597728.312500 Penalty: 4312.888184
	Iteration 36Q: 3 clusters Score -597728.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -597732.125000 Penalty: 4312.888184
	Iteration 37Q: 3 clusters Score -597732.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -597735.375000 Penalty: 4312.888184
	Iteration 38Q: 3 clusters Score -597735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -597735.687500 Penalty: 4312.888184
	Iteration 39Q: 3 clusters Score -597735.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -597736.812500 Penalty: 4312.888184
	Iteration 40F: 3 clusters Score -597736.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -597738.312500 Penalty: 4312.888184
	Iteration 41Q: 3 clusters Score -597738.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -597737.750000 Penalty: 4312.888184
	Iteration 42Q: 3 clusters Score -597737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -597737.437500 Penalty: 4312.888184
	Iteration 43Q: 3 clusters Score -597737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -597736.937500 Penalty: 4312.888184
	Iteration 44Q: 3 clusters Score -597736.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -597736.937500 Penalty: 4312.888184
	Iteration 45F: 3 clusters Score -597736.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -72298.882812 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -72298.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70787.804688 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -70787.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71004.023438 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -71004.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71119.296875 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -71119.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71177.687500 Penalty: 3150.904053
	Iteration 3Q: 3 clusters Score -71177.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71226.929688 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -71226.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71285.390625 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -71285.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71330.726562 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -71330.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71382.312500 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -71382.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71423.867188 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -71423.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71453.351562 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -71453.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71480.218750 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -71480.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71507.484375 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -71507.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71507.484375 Penalty: 3150.904053
	Iteration 12F: 3 clusters Score -71507.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -642876.250000 Penalty: 2138.323730
	Iteration 0F: 2 clusters Score -642876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -638069.625000 Penalty: 4276.647461
	Iteration 0F: 3 clusters Score -638069.6 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -639352.000000 Penalty: 4276.647461
	Iteration 1F: 3 clusters Score -639352 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -639646.125000 Penalty: 4276.647461
	Iteration 2F: 3 clusters Score -639646.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -639854.250000 Penalty: 4276.647461
	Iteration 3F: 3 clusters Score -639854.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -640078.875000 Penalty: 4276.647461
	Iteration 4Q: 3 clusters Score -640078.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -640327.812500 Penalty: 4276.647461
	Iteration 5F: 3 clusters Score -640327.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -640574.687500 Penalty: 4276.647461
	Iteration 6F: 3 clusters Score -640574.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -640755.062500 Penalty: 4276.647461
	Iteration 7Q: 3 clusters Score -640755.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -640902.562500 Penalty: 4276.647461
	Iteration 8Q: 3 clusters Score -640902.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -641022.625000 Penalty: 4276.647461
	Iteration 9Q: 3 clusters Score -641022.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -641112.312500 Penalty: 4276.647461
	Iteration 10Q: 3 clusters Score -641112.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -641166.750000 Penalty: 4276.647461
	Iteration 11Q: 3 clusters Score -641166.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -641206.312500 Penalty: 4276.647461
	Iteration 12Q: 3 clusters Score -641206.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -641241.000000 Penalty: 4276.647461
	Iteration 13Q: 3 clusters Score -641241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -641272.875000 Penalty: 4276.647461
	Iteration 14Q: 3 clusters Score -641272.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -641298.875000 Penalty: 4276.647461
	Iteration 15Q: 3 clusters Score -641298.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -641315.250000 Penalty: 4276.647461
	Iteration 16Q: 3 clusters Score -641315.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -641324.500000 Penalty: 4276.647461
	Iteration 17Q: 3 clusters Score -641324.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -641333.625000 Penalty: 4276.647461
	Iteration 18Q: 3 clusters Score -641333.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -641341.250000 Penalty: 4276.647461
	Iteration 19Q: 3 clusters Score -641341.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -641350.062500 Penalty: 4276.647461
	Iteration 20F: 3 clusters Score -641350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -641356.562500 Penalty: 4276.647461
	Iteration 21Q: 3 clusters Score -641356.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -641361.750000 Penalty: 4276.647461
	Iteration 22Q: 3 clusters Score -641361.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -641366.562500 Penalty: 4276.647461
	Iteration 23Q: 3 clusters Score -641366.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -641371.625000 Penalty: 4276.647461
	Iteration 24Q: 3 clusters Score -641371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -641374.000000 Penalty: 4276.647461
	Iteration 25Q: 3 clusters Score -641374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -641374.312500 Penalty: 4276.647461
	Iteration 26Q: 3 clusters Score -641374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -641377.312500 Penalty: 4276.647461
	Iteration 27Q: 3 clusters Score -641377.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -641380.687500 Penalty: 4276.647461
	Iteration 28Q: 3 clusters Score -641380.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -641384.562500 Penalty: 4276.647461
	Iteration 29Q: 3 clusters Score -641384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -641385.750000 Penalty: 4276.647461
	Iteration 30Q: 3 clusters Score -641385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -641386.187500 Penalty: 4276.647461
	Iteration 31Q: 3 clusters Score -641386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -641385.812500 Penalty: 4276.647461
	Iteration 32Q: 3 clusters Score -641385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -641385.937500 Penalty: 4276.647461
	Iteration 33Q: 3 clusters Score -641385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -641385.937500 Penalty: 4276.647461
	Iteration 34F: 3 clusters Score -641385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -332409.062500 Penalty: 1974.246704
	Iteration 0F: 2 clusters Score -332409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -329217.937500 Penalty: 3948.493408
	Iteration 0F: 3 clusters Score -329217.9 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -329933.343750 Penalty: 3948.493408
	Iteration 1F: 3 clusters Score -329933.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -330153.687500 Penalty: 3948.493408
	Iteration 2F: 3 clusters Score -330153.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -330301.968750 Penalty: 3948.493408
	Iteration 3F: 3 clusters Score -330302 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -330400.656250 Penalty: 3948.493408
	Iteration 4Q: 3 clusters Score -330400.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -330448.500000 Penalty: 3948.493408
	Iteration 5Q: 3 clusters Score -330448.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -330485.781250 Penalty: 3948.493408
	Iteration 6Q: 3 clusters Score -330485.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -330515.500000 Penalty: 3948.493408
	Iteration 7Q: 3 clusters Score -330515.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -330539.125000 Penalty: 3948.493408
	Iteration 8Q: 3 clusters Score -330539.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -330557.937500 Penalty: 3948.493408
	Iteration 9Q: 3 clusters Score -330557.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -330568.562500 Penalty: 3948.493408
	Iteration 10Q: 3 clusters Score -330568.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -330574.906250 Penalty: 3948.493408
	Iteration 11Q: 3 clusters Score -330574.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -330584.218750 Penalty: 3948.493408
	Iteration 12Q: 3 clusters Score -330584.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -330590.562500 Penalty: 3948.493408
	Iteration 13Q: 3 clusters Score -330590.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -330594.406250 Penalty: 3948.493408
	Iteration 14Q: 3 clusters Score -330594.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -330598.593750 Penalty: 3948.493408
	Iteration 15Q: 3 clusters Score -330598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -330601.937500 Penalty: 3948.493408
	Iteration 16Q: 3 clusters Score -330601.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -330605.343750 Penalty: 3948.493408
	Iteration 17Q: 3 clusters Score -330605.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -330607.125000 Penalty: 3948.493408
	Iteration 18Q: 3 clusters Score -330607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -330608.343750 Penalty: 3948.493408
	Iteration 19Q: 3 clusters Score -330608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -330609.562500 Penalty: 3948.493408
	Iteration 20F: 3 clusters Score -330609.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -266617.500000 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -266617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -263769.968750 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -263770 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -264293.187500 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -264293.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -264439.062500 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -264439.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -264515.687500 Penalty: 3835.037598
	Iteration 3Q: 3 clusters Score -264515.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -264558.531250 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -264558.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -264593.218750 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -264593.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -264618.781250 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -264618.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -264635.906250 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -264635.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -264653.187500 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -264653.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -264666.843750 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -264666.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -264681.718750 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -264681.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -264690.812500 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -264690.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -264698.937500 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -264698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -264704.437500 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -264704.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -264712.468750 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -264712.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -264720.187500 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -264720.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -264729.000000 Penalty: 3835.037598
	Iteration 16Q: 3 clusters Score -264729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -264737.375000 Penalty: 3835.037598
	Iteration 17Q: 3 clusters Score -264737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -264739.875000 Penalty: 3835.037598
	Iteration 18Q: 3 clusters Score -264739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -264742.718750 Penalty: 3835.037598
	Iteration 19Q: 3 clusters Score -264742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -264744.593750 Penalty: 3835.037598
	Iteration 20F: 3 clusters Score -264744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -264748.187500 Penalty: 3835.037598
	Iteration 21Q: 3 clusters Score -264748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -264749.218750 Penalty: 3835.037598
	Iteration 22Q: 3 clusters Score -264749.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -264749.718750 Penalty: 3835.037598
	Iteration 23Q: 3 clusters Score -264749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -264750.656250 Penalty: 3835.037598
	Iteration 24Q: 3 clusters Score -264750.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -264750.656250 Penalty: 3835.037598
	Iteration 25F: 3 clusters Score -264750.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Entering Unmasked Estep 
Score: -1140935.750000 Penalty: 2281.496582
	Iteration 0F: 2 clusters Score -1140936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1133276.375000 Penalty: 4562.993164
	Iteration 0F: 3 clusters Score -1133276 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1135424.500000 Penalty: 4562.993164
	Iteration 1F: 3 clusters Score -1135424 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1135703.500000 Penalty: 4562.993164
	Iteration 2F: 3 clusters Score -1135704 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1135939.500000 Penalty: 4562.993164
	Iteration 3Q: 3 clusters Score -1135940 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1136142.625000 Penalty: 4562.993164
	Iteration 4Q: 3 clusters Score -1136143 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1136331.250000 Penalty: 4562.993164
	Iteration 5Q: 3 clusters Score -1136331 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1136519.500000 Penalty: 4562.993164
	Iteration 6Q: 3 clusters Score -1136520 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1136683.000000 Penalty: 4562.993164
	Iteration 7Q: 3 clusters Score -1136683 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1136851.875000 Penalty: 4562.993164
	Iteration 8Q: 3 clusters Score -1136852 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1137035.500000 Penalty: 4562.993164
	Iteration 9Q: 3 clusters Score -1137036 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1137228.500000 Penalty: 4562.993164
	Iteration 10Q: 3 clusters Score -1137228 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1137426.500000 Penalty: 4562.993164
	Iteration 11Q: 3 clusters Score -1137426 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1137625.125000 Penalty: 4562.993164
	Iteration 12Q: 3 clusters Score -1137625 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1137846.000000 Penalty: 4562.993164
	Iteration 13Q: 3 clusters Score -1137846 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1138065.375000 Penalty: 4562.993164
	Iteration 14Q: 3 clusters Score -1138065 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1138255.875000 Penalty: 4562.993164
	Iteration 15Q: 3 clusters Score -1138256 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1138417.625000 Penalty: 4562.993164
	Iteration 16Q: 3 clusters Score -1138418 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1138546.750000 Penalty: 4562.993164
	Iteration 17Q: 3 clusters Score -1138547 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1138654.250000 Penalty: 4562.993164
	Iteration 18Q: 3 clusters Score -1138654 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1138760.500000 Penalty: 4562.993164
	Iteration 19Q: 3 clusters Score -1138760 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1138823.500000 Penalty: 4562.993164
	Iteration 20F: 3 clusters Score -1138824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1138881.375000 Penalty: 4562.993164
	Iteration 21Q: 3 clusters Score -1138881 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1138920.250000 Penalty: 4562.993164
	Iteration 22Q: 3 clusters Score -1138920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1138957.750000 Penalty: 4562.993164
	Iteration 23Q: 3 clusters Score -1138958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1138979.250000 Penalty: 4562.993164
	Iteration 24Q: 3 clusters Score -1138979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1138993.875000 Penalty: 4562.993164
	Iteration 25Q: 3 clusters Score -1138994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1139005.250000 Penalty: 4562.993164
	Iteration 26Q: 3 clusters Score -1139005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1139018.250000 Penalty: 4562.993164
	Iteration 27Q: 3 clusters Score -1139018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1139030.375000 Penalty: 4562.993164
	Iteration 28Q: 3 clusters Score -1139030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1139040.625000 Penalty: 4562.993164
	Iteration 29Q: 3 clusters Score -1139041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1139048.125000 Penalty: 4562.993164
	Iteration 30Q: 3 clusters Score -1139048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1139060.625000 Penalty: 4562.993164
	Iteration 31Q: 3 clusters Score -1139061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1139069.375000 Penalty: 4562.993164
	Iteration 32Q: 3 clusters Score -1139069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1139074.125000 Penalty: 4562.993164
	Iteration 33Q: 3 clusters Score -1139074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1139081.500000 Penalty: 4562.993164
	Iteration 34Q: 3 clusters Score -1139082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1139088.875000 Penalty: 4562.993164
	Iteration 35Q: 3 clusters Score -1139089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1139100.500000 Penalty: 4562.993164
	Iteration 36Q: 3 clusters Score -1139100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1139117.375000 Penalty: 4562.993164
	Iteration 37Q: 3 clusters Score -1139117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1139128.875000 Penalty: 4562.993164
	Iteration 38Q: 3 clusters Score -1139129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1139136.875000 Penalty: 4562.993164
	Iteration 39Q: 3 clusters Score -1139137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1139142.500000 Penalty: 4562.993164
	Iteration 40F: 3 clusters Score -1139142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1139151.875000 Penalty: 4562.993164
	Iteration 41Q: 3 clusters Score -1139152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1139162.125000 Penalty: 4562.993164
	Iteration 42Q: 3 clusters Score -1139162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1139174.875000 Penalty: 4562.993164
	Iteration 43Q: 3 clusters Score -1139175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1139191.875000 Penalty: 4562.993164
	Iteration 44Q: 3 clusters Score -1139192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1139202.125000 Penalty: 4562.993164
	Iteration 45Q: 3 clusters Score -1139202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1139215.250000 Penalty: 4562.993164
	Iteration 46Q: 3 clusters Score -1139215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1139228.000000 Penalty: 4562.993164
	Iteration 47Q: 3 clusters Score -1139228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1139236.625000 Penalty: 4562.993164
	Iteration 48Q: 3 clusters Score -1139237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1139241.125000 Penalty: 4562.993164
	Iteration 49Q: 3 clusters Score -1139241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1139247.250000 Penalty: 4562.993164
	Iteration 50Q: 3 clusters Score -1139247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1139253.125000 Penalty: 4562.993164
	Iteration 51Q: 3 clusters Score -1139253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1139259.000000 Penalty: 4562.993164
	Iteration 52Q: 3 clusters Score -1139259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1139263.625000 Penalty: 4562.993164
	Iteration 53Q: 3 clusters Score -1139264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1139272.875000 Penalty: 4562.993164
	Iteration 54Q: 3 clusters Score -1139273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1139283.500000 Penalty: 4562.993164
	Iteration 55Q: 3 clusters Score -1139284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1139302.375000 Penalty: 4562.993164
	Iteration 56Q: 3 clusters Score -1139302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1139324.750000 Penalty: 4562.993164
	Iteration 57Q: 3 clusters Score -1139325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1139375.000000 Penalty: 4562.993164
	Iteration 58Q: 3 clusters Score -1139375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1139432.250000 Penalty: 4562.993164
	Iteration 59Q: 3 clusters Score -1139432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1139509.375000 Penalty: 4562.993164
	Iteration 60F: 3 clusters Score -1139509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1139566.875000 Penalty: 4562.993164
	Iteration 61Q: 3 clusters Score -1139567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1139611.375000 Penalty: 4562.993164
	Iteration 62Q: 3 clusters Score -1139611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1139645.625000 Penalty: 4562.993164
	Iteration 63Q: 3 clusters Score -1139646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1139671.750000 Penalty: 4562.993164
	Iteration 64Q: 3 clusters Score -1139672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1139697.875000 Penalty: 4562.993164
	Iteration 65Q: 3 clusters Score -1139698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1139720.000000 Penalty: 4562.993164
	Iteration 66Q: 3 clusters Score -1139720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1139736.750000 Penalty: 4562.993164
	Iteration 67Q: 3 clusters Score -1139737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1139752.750000 Penalty: 4562.993164
	Iteration 68Q: 3 clusters Score -1139753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1139766.625000 Penalty: 4562.993164
	Iteration 69Q: 3 clusters Score -1139767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1139778.250000 Penalty: 4562.993164
	Iteration 70Q: 3 clusters Score -1139778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1139779.000000 Penalty: 4562.993164
	Iteration 71Q: 3 clusters Score -1139779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1139785.500000 Penalty: 4562.993164
	Iteration 72Q: 3 clusters Score -1139786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1139785.875000 Penalty: 4562.993164
	Iteration 73Q: 3 clusters Score -1139786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1139790.000000 Penalty: 4562.993164
	Iteration 74Q: 3 clusters Score -1139790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1139794.000000 Penalty: 4562.993164
	Iteration 75Q: 3 clusters Score -1139794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1139796.375000 Penalty: 4562.993164
	Iteration 76Q: 3 clusters Score -1139796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1139802.500000 Penalty: 4562.993164
	Iteration 77Q: 3 clusters Score -1139802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1139802.875000 Penalty: 4562.993164
	Iteration 78Q: 3 clusters Score -1139803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1139803.250000 Penalty: 4562.993164
	Iteration 79Q: 3 clusters Score -1139803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1139804.500000 Penalty: 4562.993164
	Iteration 80F: 3 clusters Score -1139804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1139807.500000 Penalty: 4562.993164
	Iteration 81Q: 3 clusters Score -1139808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1139809.625000 Penalty: 4562.993164
	Iteration 82Q: 3 clusters Score -1139810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1139810.500000 Penalty: 4562.993164
	Iteration 83Q: 3 clusters Score -1139810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1139809.625000 Penalty: 4562.993164
	Iteration 84Q: 3 clusters Score -1139810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1139808.625000 Penalty: 4562.993164
	Iteration 85Q: 3 clusters Score -1139809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1139809.125000 Penalty: 4562.993164
	Iteration 86Q: 3 clusters Score -1139809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1139814.250000 Penalty: 4562.993164
	Iteration 87Q: 3 clusters Score -1139814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1139813.375000 Penalty: 4562.993164
	Iteration 88Q: 3 clusters Score -1139813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1139812.750000 Penalty: 4562.993164
	Iteration 89Q: 3 clusters Score -1139813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1139813.625000 Penalty: 4562.993164
	Iteration 90Q: 3 clusters Score -1139814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1139812.625000 Penalty: 4562.993164
	Iteration 91Q: 3 clusters Score -1139813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1139816.250000 Penalty: 4562.993164
	Iteration 92Q: 3 clusters Score -1139816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1139815.500000 Penalty: 4562.993164
	Iteration 93Q: 3 clusters Score -1139816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1139815.500000 Penalty: 4562.993164
	Iteration 94F: 3 clusters Score -1139816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -239980.796875 Penalty: 1885.766724
	Iteration 0F: 2 clusters Score -239980.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -237356.015625 Penalty: 3771.533447
	Iteration 0F: 3 clusters Score -237356 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -237845.953125 Penalty: 3771.533447
	Iteration 1F: 3 clusters Score -237846 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -237995.390625 Penalty: 3771.533447
	Iteration 2F: 3 clusters Score -237995.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -238057.328125 Penalty: 3771.533447
	Iteration 3Q: 3 clusters Score -238057.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238097.718750 Penalty: 3771.533447
	Iteration 4Q: 3 clusters Score -238097.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -238118.406250 Penalty: 3771.533447
	Iteration 5Q: 3 clusters Score -238118.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -238131.671875 Penalty: 3771.533447
	Iteration 6Q: 3 clusters Score -238131.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -238143.812500 Penalty: 3771.533447
	Iteration 7Q: 3 clusters Score -238143.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -238152.140625 Penalty: 3771.533447
	Iteration 8Q: 3 clusters Score -238152.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -238161.671875 Penalty: 3771.533447
	Iteration 9Q: 3 clusters Score -238161.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -238166.859375 Penalty: 3771.533447
	Iteration 10Q: 3 clusters Score -238166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -238170.312500 Penalty: 3771.533447
	Iteration 11Q: 3 clusters Score -238170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -238174.015625 Penalty: 3771.533447
	Iteration 12Q: 3 clusters Score -238174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -238174.187500 Penalty: 3771.533447
	Iteration 13Q: 3 clusters Score -238174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -238174.187500 Penalty: 3771.533447
	Iteration 14F: 3 clusters Score -238174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -53226.203125 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -53226.2 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 289 members 
Entering Unmasked Estep 
Score: -51700.304688 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -51700.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51995.894531 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -51995.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52229.140625 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -52229.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52449.976562 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -52449.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52547.242188 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -52547.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52614.265625 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -52614.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52650.113281 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -52650.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52676.496094 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -52676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52679.226562 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -52679.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52679.226562 Penalty: 3148.305176
	Iteration 9F: 3 clusters Score -52679.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -217580.718750 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -217580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -215328.703125 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -215328.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -215911.421875 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -215911.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -216223.343750 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -216223.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -216408.218750 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -216408.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -216532.125000 Penalty: 3649.031494
	Iteration 4F: 3 clusters Score -216532.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -216645.656250 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -216645.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -216737.843750 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -216737.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -216804.609375 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -216804.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -216839.515625 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -216839.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -216852.140625 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -216852.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -216871.328125 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -216871.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -216897.968750 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -216898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -216918.906250 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -216918.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -216952.625000 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -216952.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -216980.171875 Penalty: 3649.031494
	Iteration 14Q: 3 clusters Score -216980.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -217011.500000 Penalty: 3649.031494
	Iteration 15Q: 3 clusters Score -217011.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -217028.062500 Penalty: 3649.031494
	Iteration 16Q: 3 clusters Score -217028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -217039.203125 Penalty: 3649.031494
	Iteration 17Q: 3 clusters Score -217039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -217043.953125 Penalty: 3649.031494
	Iteration 18Q: 3 clusters Score -217044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -217051.375000 Penalty: 3649.031494
	Iteration 19Q: 3 clusters Score -217051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -217056.140625 Penalty: 3649.031494
	Iteration 20F: 3 clusters Score -217056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -217058.640625 Penalty: 3649.031494
	Iteration 21Q: 3 clusters Score -217058.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -217067.468750 Penalty: 3649.031494
	Iteration 22Q: 3 clusters Score -217067.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -217068.593750 Penalty: 3649.031494
	Iteration 23Q: 3 clusters Score -217068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -217069.437500 Penalty: 3649.031494
	Iteration 24Q: 3 clusters Score -217069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -217070.390625 Penalty: 3649.031494
	Iteration 25Q: 3 clusters Score -217070.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -217070.390625 Penalty: 3649.031494
	Iteration 26F: 3 clusters Score -217070.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Entering Unmasked Estep 
Score: -999345.687500 Penalty: 2244.675293
	Iteration 0F: 2 clusters Score -999345.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -992606.250000 Penalty: 4489.350586
	Iteration 0F: 3 clusters Score -992606.2 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -994420.937500 Penalty: 4489.350586
	Iteration 1F: 3 clusters Score -994420.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -994714.062500 Penalty: 4489.350586
	Iteration 2F: 3 clusters Score -994714.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -994920.250000 Penalty: 4489.350586
	Iteration 3F: 3 clusters Score -994920.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -995061.937500 Penalty: 4489.350586
	Iteration 4Q: 3 clusters Score -995061.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -995191.125000 Penalty: 4489.350586
	Iteration 5Q: 3 clusters Score -995191.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -995291.875000 Penalty: 4489.350586
	Iteration 6Q: 3 clusters Score -995291.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -995382.812500 Penalty: 4489.350586
	Iteration 7Q: 3 clusters Score -995382.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -995480.375000 Penalty: 4489.350586
	Iteration 8Q: 3 clusters Score -995480.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -995579.437500 Penalty: 4489.350586
	Iteration 9Q: 3 clusters Score -995579.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -995677.312500 Penalty: 4489.350586
	Iteration 10Q: 3 clusters Score -995677.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -995781.000000 Penalty: 4489.350586
	Iteration 11Q: 3 clusters Score -995781 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -995900.937500 Penalty: 4489.350586
	Iteration 12Q: 3 clusters Score -995900.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -996015.250000 Penalty: 4489.350586
	Iteration 13Q: 3 clusters Score -996015.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -996111.062500 Penalty: 4489.350586
	Iteration 14Q: 3 clusters Score -996111.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -996217.250000 Penalty: 4489.350586
	Iteration 15Q: 3 clusters Score -996217.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -996324.375000 Penalty: 4489.350586
	Iteration 16Q: 3 clusters Score -996324.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -996431.812500 Penalty: 4489.350586
	Iteration 17Q: 3 clusters Score -996431.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -996542.125000 Penalty: 4489.350586
	Iteration 18Q: 3 clusters Score -996542.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -996637.000000 Penalty: 4489.350586
	Iteration 19Q: 3 clusters Score -996637 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -996731.062500 Penalty: 4489.350586
	Iteration 20F: 3 clusters Score -996731.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -996813.937500 Penalty: 4489.350586
	Iteration 21Q: 3 clusters Score -996813.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -996882.187500 Penalty: 4489.350586
	Iteration 22Q: 3 clusters Score -996882.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -996939.750000 Penalty: 4489.350586
	Iteration 23Q: 3 clusters Score -996939.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -996991.687500 Penalty: 4489.350586
	Iteration 24Q: 3 clusters Score -996991.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -997047.062500 Penalty: 4489.350586
	Iteration 25Q: 3 clusters Score -997047.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -997106.000000 Penalty: 4489.350586
	Iteration 26Q: 3 clusters Score -997106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -997170.625000 Penalty: 4489.350586
	Iteration 27Q: 3 clusters Score -997170.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -997234.250000 Penalty: 4489.350586
	Iteration 28Q: 3 clusters Score -997234.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -997287.437500 Penalty: 4489.350586
	Iteration 29Q: 3 clusters Score -997287.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -997329.062500 Penalty: 4489.350586
	Iteration 30Q: 3 clusters Score -997329.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -997364.000000 Penalty: 4489.350586
	Iteration 31Q: 3 clusters Score -997364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -997398.437500 Penalty: 4489.350586
	Iteration 32Q: 3 clusters Score -997398.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -997427.625000 Penalty: 4489.350586
	Iteration 33Q: 3 clusters Score -997427.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -997447.687500 Penalty: 4489.350586
	Iteration 34Q: 3 clusters Score -997447.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -997463.062500 Penalty: 4489.350586
	Iteration 35Q: 3 clusters Score -997463.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -997474.500000 Penalty: 4489.350586
	Iteration 36Q: 3 clusters Score -997474.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -997483.562500 Penalty: 4489.350586
	Iteration 37Q: 3 clusters Score -997483.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -997488.875000 Penalty: 4489.350586
	Iteration 38Q: 3 clusters Score -997488.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -997498.000000 Penalty: 4489.350586
	Iteration 39Q: 3 clusters Score -997498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -997505.125000 Penalty: 4489.350586
	Iteration 40F: 3 clusters Score -997505.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -997511.187500 Penalty: 4489.350586
	Iteration 41Q: 3 clusters Score -997511.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -997522.250000 Penalty: 4489.350586
	Iteration 42Q: 3 clusters Score -997522.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -997525.875000 Penalty: 4489.350586
	Iteration 43Q: 3 clusters Score -997525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -997528.625000 Penalty: 4489.350586
	Iteration 44Q: 3 clusters Score -997528.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -997533.562500 Penalty: 4489.350586
	Iteration 45Q: 3 clusters Score -997533.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -997536.625000 Penalty: 4489.350586
	Iteration 46Q: 3 clusters Score -997536.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -997539.500000 Penalty: 4489.350586
	Iteration 47Q: 3 clusters Score -997539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -997540.687500 Penalty: 4489.350586
	Iteration 48Q: 3 clusters Score -997540.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -997541.750000 Penalty: 4489.350586
	Iteration 49Q: 3 clusters Score -997541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -997541.750000 Penalty: 4489.350586
	Iteration 50Q: 3 clusters Score -997541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -997541.312500 Penalty: 4489.350586
	Iteration 51Q: 3 clusters Score -997541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -997543.062500 Penalty: 4489.350586
	Iteration 52Q: 3 clusters Score -997543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -997543.187500 Penalty: 4489.350586
	Iteration 53Q: 3 clusters Score -997543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -997543.812500 Penalty: 4489.350586
	Iteration 54Q: 3 clusters Score -997543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -997544.750000 Penalty: 4489.350586
	Iteration 55Q: 3 clusters Score -997544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -997544.750000 Penalty: 4489.350586
	Iteration 56Q: 3 clusters Score -997544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -997544.750000 Penalty: 4489.350586
	Iteration 57F: 3 clusters Score -997544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -237470.531250 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -237470.5 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 1041 members 
Entering Unmasked Estep 
Score: -234816.515625 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -234816.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -235250.593750 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -235250.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -235380.015625 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -235380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -235451.359375 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -235451.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -235493.312500 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -235493.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -235527.625000 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -235527.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -235559.250000 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -235559.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -235570.390625 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -235570.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -235577.187500 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -235577.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -235580.859375 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -235580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -235583.109375 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -235583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -235584.859375 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -235584.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -235584.953125 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -235585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -235585.203125 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -235585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -235585.203125 Penalty: 3784.227051
	Iteration 14F: 3 clusters Score -235585.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Entering Unmasked Estep 
Score: -1322770.500000 Penalty: 2309.665527
	Iteration 0F: 2 clusters Score -1322770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1314443.125000 Penalty: 4619.331055
	Iteration 0F: 3 clusters Score -1314443 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1316877.750000 Penalty: 4619.331055
	Iteration 1F: 3 clusters Score -1316878 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1317189.750000 Penalty: 4619.331055
	Iteration 2F: 3 clusters Score -1317190 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1317466.875000 Penalty: 4619.331055
	Iteration 3F: 3 clusters Score -1317467 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1317753.500000 Penalty: 4619.331055
	Iteration 4F: 3 clusters Score -1317754 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1318070.750000 Penalty: 4619.331055
	Iteration 5Q: 3 clusters Score -1318071 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1318470.000000 Penalty: 4619.331055
	Iteration 6F: 3 clusters Score -1318470 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1318934.250000 Penalty: 4619.331055
	Iteration 7F: 3 clusters Score -1318934 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1319476.500000 Penalty: 4619.331055
	Iteration 8F: 3 clusters Score -1319476 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1320007.125000 Penalty: 4619.331055
	Iteration 9F: 3 clusters Score -1320007 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1320379.375000 Penalty: 4619.331055
	Iteration 10Q: 3 clusters Score -1320379 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1320627.500000 Penalty: 4619.331055
	Iteration 11Q: 3 clusters Score -1320628 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1320768.125000 Penalty: 4619.331055
	Iteration 12Q: 3 clusters Score -1320768 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1320837.875000 Penalty: 4619.331055
	Iteration 13Q: 3 clusters Score -1320838 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1320882.750000 Penalty: 4619.331055
	Iteration 14Q: 3 clusters Score -1320883 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1320904.875000 Penalty: 4619.331055
	Iteration 15Q: 3 clusters Score -1320905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1320921.500000 Penalty: 4619.331055
	Iteration 16Q: 3 clusters Score -1320922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1320932.000000 Penalty: 4619.331055
	Iteration 17Q: 3 clusters Score -1320932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1320934.500000 Penalty: 4619.331055
	Iteration 18Q: 3 clusters Score -1320934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1320938.750000 Penalty: 4619.331055
	Iteration 19Q: 3 clusters Score -1320939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1320946.000000 Penalty: 4619.331055
	Iteration 20F: 3 clusters Score -1320946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1320949.875000 Penalty: 4619.331055
	Iteration 21Q: 3 clusters Score -1320950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1320953.125000 Penalty: 4619.331055
	Iteration 22Q: 3 clusters Score -1320953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1320956.375000 Penalty: 4619.331055
	Iteration 23Q: 3 clusters Score -1320956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1320958.500000 Penalty: 4619.331055
	Iteration 24Q: 3 clusters Score -1320958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1320958.500000 Penalty: 4619.331055
	Iteration 25Q: 3 clusters Score -1320958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1320960.750000 Penalty: 4619.331055
	Iteration 26Q: 3 clusters Score -1320961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1320961.000000 Penalty: 4619.331055
	Iteration 27Q: 3 clusters Score -1320961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1320967.625000 Penalty: 4619.331055
	Iteration 28Q: 3 clusters Score -1320968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1320971.500000 Penalty: 4619.331055
	Iteration 29Q: 3 clusters Score -1320972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1320978.875000 Penalty: 4619.331055
	Iteration 30Q: 3 clusters Score -1320979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1320980.000000 Penalty: 4619.331055
	Iteration 31Q: 3 clusters Score -1320980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1320988.375000 Penalty: 4619.331055
	Iteration 32Q: 3 clusters Score -1320988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1320992.625000 Penalty: 4619.331055
	Iteration 33Q: 3 clusters Score -1320993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1320991.750000 Penalty: 4619.331055
	Iteration 34Q: 3 clusters Score -1320992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1320991.625000 Penalty: 4619.331055
	Iteration 35Q: 3 clusters Score -1320992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1320992.625000 Penalty: 4619.331055
	Iteration 36Q: 3 clusters Score -1320993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1320995.125000 Penalty: 4619.331055
	Iteration 37Q: 3 clusters Score -1320995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1320994.750000 Penalty: 4619.331055
	Iteration 38Q: 3 clusters Score -1320995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1320994.750000 Penalty: 4619.331055
	Iteration 39F: 3 clusters Score -1320995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Entering Unmasked Estep 
Score: -607780.625000 Penalty: 2158.016357
	Iteration 0F: 2 clusters Score -607780.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -602636.250000 Penalty: 4316.032715
	Iteration 0F: 3 clusters Score -602636.2 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -604085.687500 Penalty: 4316.032715
	Iteration 1F: 3 clusters Score -604085.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -604391.500000 Penalty: 4316.032715
	Iteration 2F: 3 clusters Score -604391.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -604631.625000 Penalty: 4316.032715
	Iteration 3F: 3 clusters Score -604631.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -604833.812500 Penalty: 4316.032715
	Iteration 4Q: 3 clusters Score -604833.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -605046.625000 Penalty: 4316.032715
	Iteration 5Q: 3 clusters Score -605046.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -605233.687500 Penalty: 4316.032715
	Iteration 6Q: 3 clusters Score -605233.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -605434.187500 Penalty: 4316.032715
	Iteration 7Q: 3 clusters Score -605434.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -605656.875000 Penalty: 4316.032715
	Iteration 8Q: 3 clusters Score -605656.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -605872.500000 Penalty: 4316.032715
	Iteration 9Q: 3 clusters Score -605872.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -606050.375000 Penalty: 4316.032715
	Iteration 10Q: 3 clusters Score -606050.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -606150.875000 Penalty: 4316.032715
	Iteration 11Q: 3 clusters Score -606150.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -606230.312500 Penalty: 4316.032715
	Iteration 12Q: 3 clusters Score -606230.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -606318.750000 Penalty: 4316.032715
	Iteration 13Q: 3 clusters Score -606318.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -606393.812500 Penalty: 4316.032715
	Iteration 14Q: 3 clusters Score -606393.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -606463.687500 Penalty: 4316.032715
	Iteration 15Q: 3 clusters Score -606463.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -606528.937500 Penalty: 4316.032715
	Iteration 16Q: 3 clusters Score -606528.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -606577.937500 Penalty: 4316.032715
	Iteration 17Q: 3 clusters Score -606577.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -606632.812500 Penalty: 4316.032715
	Iteration 18Q: 3 clusters Score -606632.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -606696.250000 Penalty: 4316.032715
	Iteration 19Q: 3 clusters Score -606696.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -606778.062500 Penalty: 4316.032715
	Iteration 20F: 3 clusters Score -606778.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -606871.687500 Penalty: 4316.032715
	Iteration 21Q: 3 clusters Score -606871.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -606933.625000 Penalty: 4316.032715
	Iteration 22Q: 3 clusters Score -606933.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -606952.250000 Penalty: 4316.032715
	Iteration 23Q: 3 clusters Score -606952.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -606959.375000 Penalty: 4316.032715
	Iteration 24Q: 3 clusters Score -606959.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -606964.250000 Penalty: 4316.032715
	Iteration 25Q: 3 clusters Score -606964.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -606968.312500 Penalty: 4316.032715
	Iteration 26Q: 3 clusters Score -606968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -606970.750000 Penalty: 4316.032715
	Iteration 27Q: 3 clusters Score -606970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -606971.750000 Penalty: 4316.032715
	Iteration 28Q: 3 clusters Score -606971.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -606977.437500 Penalty: 4316.032715
	Iteration 29Q: 3 clusters Score -606977.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -606982.812500 Penalty: 4316.032715
	Iteration 30Q: 3 clusters Score -606982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -606991.500000 Penalty: 4316.032715
	Iteration 31Q: 3 clusters Score -606991.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -606998.062500 Penalty: 4316.032715
	Iteration 32Q: 3 clusters Score -606998.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -607006.312500 Penalty: 4316.032715
	Iteration 33Q: 3 clusters Score -607006.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -607015.125000 Penalty: 4316.032715
	Iteration 34Q: 3 clusters Score -607015.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -607025.062500 Penalty: 4316.032715
	Iteration 35Q: 3 clusters Score -607025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -607027.875000 Penalty: 4316.032715
	Iteration 36Q: 3 clusters Score -607027.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -607030.187500 Penalty: 4316.032715
	Iteration 37Q: 3 clusters Score -607030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -607032.250000 Penalty: 4316.032715
	Iteration 38Q: 3 clusters Score -607032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -607035.000000 Penalty: 4316.032715
	Iteration 39Q: 3 clusters Score -607035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -607036.500000 Penalty: 4316.032715
	Iteration 40F: 3 clusters Score -607036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -607036.937500 Penalty: 4316.032715
	Iteration 41Q: 3 clusters Score -607036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -607037.187500 Penalty: 4316.032715
	Iteration 42Q: 3 clusters Score -607037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -607037.187500 Penalty: 4316.032715
	Iteration 43F: 3 clusters Score -607037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -44073.968750 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -44073.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42774.835938 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -42774.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42987.937500 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -42987.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43104.917969 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -43104.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43176.535156 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -43176.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43220.003906 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -43220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43256.699219 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -43256.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43272.125000 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -43272.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43277.835938 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -43277.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43292.093750 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -43292.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43334.261719 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -43334.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43370.761719 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -43370.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43428.160156 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -43428.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43523.078125 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -43523.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43596.617188 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -43596.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43608.066406 Penalty: 2868.777344
	Iteration 14Q: 3 clusters Score -43608.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43625.800781 Penalty: 2868.777344
	Iteration 15Q: 3 clusters Score -43625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43641.808594 Penalty: 2868.777344
	Iteration 16Q: 3 clusters Score -43641.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43646.890625 Penalty: 2868.777344
	Iteration 17Q: 3 clusters Score -43646.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43657.941406 Penalty: 2868.777344
	Iteration 18Q: 3 clusters Score -43657.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43657.941406 Penalty: 2868.777344
	Iteration 19F: 3 clusters Score -43657.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Entering Unmasked Estep 
Score: -566311.937500 Penalty: 2110.321777
	Iteration 0F: 2 clusters Score -566311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -561815.312500 Penalty: 4220.643555
	Iteration 0F: 3 clusters Score -561815.3 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -562894.000000 Penalty: 4220.643555
	Iteration 1F: 3 clusters Score -562894 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -563136.812500 Penalty: 4220.643555
	Iteration 2F: 3 clusters Score -563136.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -563319.687500 Penalty: 4220.643555
	Iteration 3F: 3 clusters Score -563319.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -563516.937500 Penalty: 4220.643555
	Iteration 4Q: 3 clusters Score -563516.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -563764.937500 Penalty: 4220.643555
	Iteration 5Q: 3 clusters Score -563764.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -564071.375000 Penalty: 4220.643555
	Iteration 6F: 3 clusters Score -564071.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -564493.125000 Penalty: 4220.643555
	Iteration 7F: 3 clusters Score -564493.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -564973.875000 Penalty: 4220.643555
	Iteration 8F: 3 clusters Score -564973.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -565321.875000 Penalty: 4220.643555
	Iteration 9F: 3 clusters Score -565321.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -565572.875000 Penalty: 4220.643555
	Iteration 10Q: 3 clusters Score -565572.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -565743.812500 Penalty: 4220.643555
	Iteration 11Q: 3 clusters Score -565743.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -565837.437500 Penalty: 4220.643555
	Iteration 12Q: 3 clusters Score -565837.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -565883.750000 Penalty: 4220.643555
	Iteration 13Q: 3 clusters Score -565883.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -565923.562500 Penalty: 4220.643555
	Iteration 14Q: 3 clusters Score -565923.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -565947.687500 Penalty: 4220.643555
	Iteration 15Q: 3 clusters Score -565947.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -565970.000000 Penalty: 4220.643555
	Iteration 16Q: 3 clusters Score -565970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -565988.500000 Penalty: 4220.643555
	Iteration 17Q: 3 clusters Score -565988.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -566003.250000 Penalty: 4220.643555
	Iteration 18Q: 3 clusters Score -566003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -566015.000000 Penalty: 4220.643555
	Iteration 19Q: 3 clusters Score -566015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -566019.437500 Penalty: 4220.643555
	Iteration 20F: 3 clusters Score -566019.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -566020.062500 Penalty: 4220.643555
	Iteration 21Q: 3 clusters Score -566020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -566020.562500 Penalty: 4220.643555
	Iteration 22Q: 3 clusters Score -566020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -566021.312500 Penalty: 4220.643555
	Iteration 23Q: 3 clusters Score -566021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -566021.312500 Penalty: 4220.643555
	Iteration 24F: 3 clusters Score -566021.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (34540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Entering Unmasked Estep 
Score: -3952509.500000 Penalty: 2591.568604
	Iteration 0F: 2 clusters Score -3952510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3928939.250000 Penalty: 5183.137207
	Iteration 0F: 3 clusters Score -3928939 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3937612.500000 Penalty: 5183.137207
	Iteration 1F: 3 clusters Score -3937612 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3938213.000000 Penalty: 5183.137207
	Iteration 2Q: 3 clusters Score -3938213 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3938963.500000 Penalty: 5183.137207
	Iteration 3Q: 3 clusters Score -3938964 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3939953.250000 Penalty: 5183.137207
	Iteration 4F: 3 clusters Score -3939953 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3941434.500000 Penalty: 5183.137207
	Iteration 5F: 3 clusters Score -3941434 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3943219.000000 Penalty: 5183.137207
	Iteration 6F: 3 clusters Score -3943219 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3944856.500000 Penalty: 5183.137207
	Iteration 7F: 3 clusters Score -3944856 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3946137.750000 Penalty: 5183.137207
	Iteration 8F: 3 clusters Score -3946138 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3947020.000000 Penalty: 5183.137207
	Iteration 9Q: 3 clusters Score -3947020 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3947692.250000 Penalty: 5183.137207
	Iteration 10Q: 3 clusters Score -3947692 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3948249.250000 Penalty: 5183.137207
	Iteration 11Q: 3 clusters Score -3948249 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3948729.500000 Penalty: 5183.137207
	Iteration 12Q: 3 clusters Score -3948730 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3949180.250000 Penalty: 5183.137207
	Iteration 13Q: 3 clusters Score -3949180 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3949560.250000 Penalty: 5183.137207
	Iteration 14Q: 3 clusters Score -3949560 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3949849.000000 Penalty: 5183.137207
	Iteration 15Q: 3 clusters Score -3949849 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3950071.000000 Penalty: 5183.137207
	Iteration 16Q: 3 clusters Score -3950071 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3950215.000000 Penalty: 5183.137207
	Iteration 17Q: 3 clusters Score -3950215 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3950316.750000 Penalty: 5183.137207
	Iteration 18Q: 3 clusters Score -3950317 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3950368.000000 Penalty: 5183.137207
	Iteration 19Q: 3 clusters Score -3950368 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -3950414.000000 Penalty: 5183.137207
	Iteration 20F: 3 clusters Score -3950414 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3950461.000000 Penalty: 5183.137207
	Iteration 21Q: 3 clusters Score -3950461 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3950491.000000 Penalty: 5183.137207
	Iteration 22Q: 3 clusters Score -3950491 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3950544.500000 Penalty: 5183.137207
	Iteration 23Q: 3 clusters Score -3950544 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3950564.750000 Penalty: 5183.137207
	Iteration 24Q: 3 clusters Score -3950565 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3950599.000000 Penalty: 5183.137207
	Iteration 25Q: 3 clusters Score -3950599 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3950626.250000 Penalty: 5183.137207
	Iteration 26Q: 3 clusters Score -3950626 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3950652.000000 Penalty: 5183.137207
	Iteration 27Q: 3 clusters Score -3950652 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3950659.750000 Penalty: 5183.137207
	Iteration 28Q: 3 clusters Score -3950660 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3950683.750000 Penalty: 5183.137207
	Iteration 29Q: 3 clusters Score -3950684 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3950705.750000 Penalty: 5183.137207
	Iteration 30Q: 3 clusters Score -3950706 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3950733.750000 Penalty: 5183.137207
	Iteration 31Q: 3 clusters Score -3950734 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3950751.750000 Penalty: 5183.137207
	Iteration 32Q: 3 clusters Score -3950752 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3950770.500000 Penalty: 5183.137207
	Iteration 33Q: 3 clusters Score -3950770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3950794.500000 Penalty: 5183.137207
	Iteration 34Q: 3 clusters Score -3950794 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3950806.500000 Penalty: 5183.137207
	Iteration 35Q: 3 clusters Score -3950806 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3950810.250000 Penalty: 5183.137207
	Iteration 36Q: 3 clusters Score -3950810 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3950825.000000 Penalty: 5183.137207
	Iteration 37Q: 3 clusters Score -3950825 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3950856.250000 Penalty: 5183.137207
	Iteration 38Q: 3 clusters Score -3950856 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3950874.750000 Penalty: 5183.137207
	Iteration 39Q: 3 clusters Score -3950875 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3950887.000000 Penalty: 5183.137207
	Iteration 40F: 3 clusters Score -3950887 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3950905.250000 Penalty: 5183.137207
	Iteration 41Q: 3 clusters Score -3950905 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3950935.000000 Penalty: 5183.137207
	Iteration 42Q: 3 clusters Score -3950935 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3950966.000000 Penalty: 5183.137207
	Iteration 43Q: 3 clusters Score -3950966 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3950976.500000 Penalty: 5183.137207
	Iteration 44Q: 3 clusters Score -3950976 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3951007.250000 Penalty: 5183.137207
	Iteration 45Q: 3 clusters Score -3951007 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3951042.500000 Penalty: 5183.137207
	Iteration 46Q: 3 clusters Score -3951042 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3951076.250000 Penalty: 5183.137207
	Iteration 47Q: 3 clusters Score -3951076 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3951105.750000 Penalty: 5183.137207
	Iteration 48Q: 3 clusters Score -3951106 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3951141.000000 Penalty: 5183.137207
	Iteration 49Q: 3 clusters Score -3951141 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3951163.500000 Penalty: 5183.137207
	Iteration 50Q: 3 clusters Score -3951164 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3951186.750000 Penalty: 5183.137207
	Iteration 51Q: 3 clusters Score -3951187 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3951224.500000 Penalty: 5183.137207
	Iteration 52Q: 3 clusters Score -3951224 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3951253.500000 Penalty: 5183.137207
	Iteration 53Q: 3 clusters Score -3951254 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3951303.250000 Penalty: 5183.137207
	Iteration 54Q: 3 clusters Score -3951303 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3951337.500000 Penalty: 5183.137207
	Iteration 55Q: 3 clusters Score -3951338 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3951384.500000 Penalty: 5183.137207
	Iteration 56Q: 3 clusters Score -3951384 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3951421.250000 Penalty: 5183.137207
	Iteration 57Q: 3 clusters Score -3951421 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3951461.000000 Penalty: 5183.137207
	Iteration 58Q: 3 clusters Score -3951461 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3951501.000000 Penalty: 5183.137207
	Iteration 59Q: 3 clusters Score -3951501 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3951516.750000 Penalty: 5183.137207
	Iteration 60F: 3 clusters Score -3951517 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3951549.500000 Penalty: 5183.137207
	Iteration 61Q: 3 clusters Score -3951550 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3951584.750000 Penalty: 5183.137207
	Iteration 62Q: 3 clusters Score -3951585 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3951623.250000 Penalty: 5183.137207
	Iteration 63Q: 3 clusters Score -3951623 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3951653.500000 Penalty: 5183.137207
	Iteration 64Q: 3 clusters Score -3951654 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3951701.500000 Penalty: 5183.137207
	Iteration 65Q: 3 clusters Score -3951702 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3951722.250000 Penalty: 5183.137207
	Iteration 66Q: 3 clusters Score -3951722 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3951764.750000 Penalty: 5183.137207
	Iteration 67Q: 3 clusters Score -3951765 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3951804.500000 Penalty: 5183.137207
	Iteration 68Q: 3 clusters Score -3951804 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3951842.750000 Penalty: 5183.137207
	Iteration 69Q: 3 clusters Score -3951843 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3951893.500000 Penalty: 5183.137207
	Iteration 70Q: 3 clusters Score -3951894 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3951929.500000 Penalty: 5183.137207
	Iteration 71Q: 3 clusters Score -3951930 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3951958.500000 Penalty: 5183.137207
	Iteration 72Q: 3 clusters Score -3951958 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3951979.250000 Penalty: 5183.137207
	Iteration 73Q: 3 clusters Score -3951979 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3952050.000000 Penalty: 5183.137207
	Iteration 74Q: 3 clusters Score -3952050 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3952085.250000 Penalty: 5183.137207
	Iteration 75Q: 3 clusters Score -3952085 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3952115.000000 Penalty: 5183.137207
	Iteration 76Q: 3 clusters Score -3952115 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3952163.750000 Penalty: 5183.137207
	Iteration 77Q: 3 clusters Score -3952164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3952212.500000 Penalty: 5183.137207
	Iteration 78Q: 3 clusters Score -3952212 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3952251.000000 Penalty: 5183.137207
	Iteration 79Q: 3 clusters Score -3952251 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3952268.250000 Penalty: 5183.137207
	Iteration 80F: 3 clusters Score -3952268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3952287.500000 Penalty: 5183.137207
	Iteration 81Q: 3 clusters Score -3952288 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3952301.500000 Penalty: 5183.137207
	Iteration 82Q: 3 clusters Score -3952302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3952312.500000 Penalty: 5183.137207
	Iteration 83Q: 3 clusters Score -3952312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3952322.000000 Penalty: 5183.137207
	Iteration 84Q: 3 clusters Score -3952322 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3952345.250000 Penalty: 5183.137207
	Iteration 85Q: 3 clusters Score -3952345 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3952351.000000 Penalty: 5183.137207
	Iteration 86Q: 3 clusters Score -3952351 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3952365.000000 Penalty: 5183.137207
	Iteration 87Q: 3 clusters Score -3952365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3952368.000000 Penalty: 5183.137207
	Iteration 88Q: 3 clusters Score -3952368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3952376.000000 Penalty: 5183.137207
	Iteration 89Q: 3 clusters Score -3952376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3952380.000000 Penalty: 5183.137207
	Iteration 90Q: 3 clusters Score -3952380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3952387.500000 Penalty: 5183.137207
	Iteration 91Q: 3 clusters Score -3952388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3952387.250000 Penalty: 5183.137207
	Iteration 92Q: 3 clusters Score -3952387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3952390.000000 Penalty: 5183.137207
	Iteration 93Q: 3 clusters Score -3952390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3952398.000000 Penalty: 5183.137207
	Iteration 94Q: 3 clusters Score -3952398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3952395.250000 Penalty: 5183.137207
	Iteration 95Q: 3 clusters Score -3952395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3952398.250000 Penalty: 5183.137207
	Iteration 96Q: 3 clusters Score -3952398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3952400.250000 Penalty: 5183.137207
	Iteration 97Q: 3 clusters Score -3952400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3952394.000000 Penalty: 5183.137207
	Iteration 98Q: 3 clusters Score -3952394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3952396.250000 Penalty: 5183.137207
	Iteration 99Q: 3 clusters Score -3952396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3952395.000000 Penalty: 5183.137207
	Iteration 100F: 3 clusters Score -3952395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3952390.750000 Penalty: 5183.137207
	Iteration 101Q: 3 clusters Score -3952391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3952392.250000 Penalty: 5183.137207
	Iteration 102Q: 3 clusters Score -3952392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -3952398.750000 Penalty: 5183.137207
	Iteration 103Q: 3 clusters Score -3952399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3952393.000000 Penalty: 5183.137207
	Iteration 104Q: 3 clusters Score -3952393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3952401.250000 Penalty: 5183.137207
	Iteration 105Q: 3 clusters Score -3952401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3952395.750000 Penalty: 5183.137207
	Iteration 106Q: 3 clusters Score -3952396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3952397.750000 Penalty: 5183.137207
	Iteration 107Q: 3 clusters Score -3952398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3952393.250000 Penalty: 5183.137207
	Iteration 108Q: 3 clusters Score -3952393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3952399.750000 Penalty: 5183.137207
	Iteration 109Q: 3 clusters Score -3952400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3952396.000000 Penalty: 5183.137207
	Iteration 110Q: 3 clusters Score -3952396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3952397.750000 Penalty: 5183.137207
	Iteration 111Q: 3 clusters Score -3952398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3952397.000000 Penalty: 5183.137207
	Iteration 112Q: 3 clusters Score -3952397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -3952389.750000 Penalty: 5183.137207
	Iteration 113Q: 3 clusters Score -3952390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3952396.000000 Penalty: 5183.137207
	Iteration 114Q: 3 clusters Score -3952396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3952394.500000 Penalty: 5183.137207
	Iteration 115Q: 3 clusters Score -3952394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3952399.750000 Penalty: 5183.137207
	Iteration 116Q: 3 clusters Score -3952400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3952403.250000 Penalty: 5183.137207
	Iteration 117Q: 3 clusters Score -3952403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3952398.750000 Penalty: 5183.137207
	Iteration 118Q: 3 clusters Score -3952399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3952396.750000 Penalty: 5183.137207
	Iteration 119Q: 3 clusters Score -3952397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3952397.250000 Penalty: 5183.137207
	Iteration 120F: 3 clusters Score -3952397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3952400.750000 Penalty: 5183.137207
	Iteration 121Q: 3 clusters Score -3952401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3952400.500000 Penalty: 5183.137207
	Iteration 122Q: 3 clusters Score -3952400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -3952398.750000 Penalty: 5183.137207
	Iteration 123Q: 3 clusters Score -3952399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3952398.500000 Penalty: 5183.137207
	Iteration 124Q: 3 clusters Score -3952398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3952398.500000 Penalty: 5183.137207
	Iteration 125F: 3 clusters Score -3952398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30793.501953 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -30793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29511.882812 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -29511.88 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29800.330078 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -29800.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29928.007812 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -29928.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30069.007812 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -30069.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30206.390625 Penalty: 3040.009033
	Iteration 4F: 3 clusters Score -30206.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30305.201172 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -30305.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30394.630859 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -30394.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30430.605469 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -30430.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30452.812500 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -30452.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30455.351562 Penalty: 3040.009033
	Iteration 9F: 3 clusters Score -30455.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30489.423828 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -30489.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30516.759766 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -30516.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30541.402344 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -30541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30541.402344 Penalty: 3040.009033
	Iteration 13F: 3 clusters Score -30541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -101228.523438 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -101228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99521.554688 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -99521.55 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99800.828125 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -99800.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99880.539062 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -99880.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99949.632812 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -99949.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100000.328125 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -100000.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100049.445312 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -100049.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100103.468750 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -100103.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100128.265625 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -100128.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -100158.945312 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -100158.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100198.703125 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -100198.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -100248.710938 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -100248.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -100332.703125 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -100332.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100422.742188 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -100422.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -100519.742188 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -100519.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -100568.781250 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -100568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -100604.906250 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -100604.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -100633.257812 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -100633.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -100646.656250 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -100646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -100656.710938 Penalty: 3254.972412
	Iteration 18Q: 3 clusters Score -100656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -100661.140625 Penalty: 3254.972412
	Iteration 19Q: 3 clusters Score -100661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -100661.140625 Penalty: 3254.972412
	Iteration 20F: 3 clusters Score -100661.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (25352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Entering Unmasked Estep 
Score: -2935544.250000 Penalty: 2514.871826
	Iteration 0F: 2 clusters Score -2935544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2918124.750000 Penalty: 5029.743652
	Iteration 0F: 3 clusters Score -2918125 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2924371.500000 Penalty: 5029.743652
	Iteration 1F: 3 clusters Score -2924372 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2925078.500000 Penalty: 5029.743652
	Iteration 2F: 3 clusters Score -2925078 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2925931.250000 Penalty: 5029.743652
	Iteration 3F: 3 clusters Score -2925931 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2927076.500000 Penalty: 5029.743652
	Iteration 4F: 3 clusters Score -2927076 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2928237.750000 Penalty: 5029.743652
	Iteration 5F: 3 clusters Score -2928238 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2929153.500000 Penalty: 5029.743652
	Iteration 6F: 3 clusters Score -2929154 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2930023.250000 Penalty: 5029.743652
	Iteration 7F: 3 clusters Score -2930023 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2930883.750000 Penalty: 5029.743652
	Iteration 8F: 3 clusters Score -2930884 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2931741.750000 Penalty: 5029.743652
	Iteration 9Q: 3 clusters Score -2931742 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2932357.250000 Penalty: 5029.743652
	Iteration 10Q: 3 clusters Score -2932357 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2932779.750000 Penalty: 5029.743652
	Iteration 11Q: 3 clusters Score -2932780 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2933040.250000 Penalty: 5029.743652
	Iteration 12Q: 3 clusters Score -2933040 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2933238.000000 Penalty: 5029.743652
	Iteration 13Q: 3 clusters Score -2933238 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2933395.000000 Penalty: 5029.743652
	Iteration 14Q: 3 clusters Score -2933395 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2933526.500000 Penalty: 5029.743652
	Iteration 15Q: 3 clusters Score -2933526 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2933678.000000 Penalty: 5029.743652
	Iteration 16Q: 3 clusters Score -2933678 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2933835.500000 Penalty: 5029.743652
	Iteration 17Q: 3 clusters Score -2933836 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2933958.750000 Penalty: 5029.743652
	Iteration 18Q: 3 clusters Score -2933959 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2934052.250000 Penalty: 5029.743652
	Iteration 19Q: 3 clusters Score -2934052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2934150.250000 Penalty: 5029.743652
	Iteration 20F: 3 clusters Score -2934150 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2934215.500000 Penalty: 5029.743652
	Iteration 21Q: 3 clusters Score -2934216 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2934250.250000 Penalty: 5029.743652
	Iteration 22Q: 3 clusters Score -2934250 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2934274.250000 Penalty: 5029.743652
	Iteration 23Q: 3 clusters Score -2934274 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2934303.000000 Penalty: 5029.743652
	Iteration 24Q: 3 clusters Score -2934303 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2934317.750000 Penalty: 5029.743652
	Iteration 25Q: 3 clusters Score -2934318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2934322.500000 Penalty: 5029.743652
	Iteration 26Q: 3 clusters Score -2934322 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2934341.500000 Penalty: 5029.743652
	Iteration 27Q: 3 clusters Score -2934342 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2934354.250000 Penalty: 5029.743652
	Iteration 28Q: 3 clusters Score -2934354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2934351.750000 Penalty: 5029.743652
	Iteration 29Q: 3 clusters Score -2934352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2934356.250000 Penalty: 5029.743652
	Iteration 30Q: 3 clusters Score -2934356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2934359.000000 Penalty: 5029.743652
	Iteration 31Q: 3 clusters Score -2934359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2934359.000000 Penalty: 5029.743652
	Iteration 32Q: 3 clusters Score -2934359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2934356.000000 Penalty: 5029.743652
	Iteration 33Q: 3 clusters Score -2934356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2934358.500000 Penalty: 5029.743652
	Iteration 34Q: 3 clusters Score -2934358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2934367.500000 Penalty: 5029.743652
	Iteration 35Q: 3 clusters Score -2934368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2934363.000000 Penalty: 5029.743652
	Iteration 36Q: 3 clusters Score -2934363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2934365.750000 Penalty: 5029.743652
	Iteration 37Q: 3 clusters Score -2934366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2934369.750000 Penalty: 5029.743652
	Iteration 38Q: 3 clusters Score -2934370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2934368.000000 Penalty: 5029.743652
	Iteration 39Q: 3 clusters Score -2934368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2934377.250000 Penalty: 5029.743652
	Iteration 40F: 3 clusters Score -2934377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2934377.750000 Penalty: 5029.743652
	Iteration 41Q: 3 clusters Score -2934378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2934379.500000 Penalty: 5029.743652
	Iteration 42Q: 3 clusters Score -2934380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2934380.500000 Penalty: 5029.743652
	Iteration 43Q: 3 clusters Score -2934380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2934383.250000 Penalty: 5029.743652
	Iteration 44Q: 3 clusters Score -2934383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2934384.250000 Penalty: 5029.743652
	Iteration 45Q: 3 clusters Score -2934384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2934381.250000 Penalty: 5029.743652
	Iteration 46Q: 3 clusters Score -2934381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2934384.250000 Penalty: 5029.743652
	Iteration 47Q: 3 clusters Score -2934384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2934385.000000 Penalty: 5029.743652
	Iteration 48Q: 3 clusters Score -2934385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2934385.250000 Penalty: 5029.743652
	Iteration 49Q: 3 clusters Score -2934385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2934388.000000 Penalty: 5029.743652
	Iteration 50Q: 3 clusters Score -2934388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2934385.000000 Penalty: 5029.743652
	Iteration 51Q: 3 clusters Score -2934385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2934390.500000 Penalty: 5029.743652
	Iteration 52Q: 3 clusters Score -2934390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2934389.500000 Penalty: 5029.743652
	Iteration 53Q: 3 clusters Score -2934390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2934392.750000 Penalty: 5029.743652
	Iteration 54Q: 3 clusters Score -2934393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2934396.500000 Penalty: 5029.743652
	Iteration 55Q: 3 clusters Score -2934396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2934396.000000 Penalty: 5029.743652
	Iteration 56Q: 3 clusters Score -2934396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2934394.250000 Penalty: 5029.743652
	Iteration 57Q: 3 clusters Score -2934394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2934393.750000 Penalty: 5029.743652
	Iteration 58Q: 3 clusters Score -2934394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2934393.750000 Penalty: 5029.743652
	Iteration 59F: 3 clusters Score -2934394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Entering Unmasked Estep 
Score: -462715.343750 Penalty: 2060.982910
	Iteration 0F: 2 clusters Score -462715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -458765.156250 Penalty: 4121.965820
	Iteration 0F: 3 clusters Score -458765.2 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -459662.531250 Penalty: 4121.965820
	Iteration 1F: 3 clusters Score -459662.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -459925.812500 Penalty: 4121.965820
	Iteration 2F: 3 clusters Score -459925.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -460117.468750 Penalty: 4121.965820
	Iteration 3F: 3 clusters Score -460117.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -460283.343750 Penalty: 4121.965820
	Iteration 4Q: 3 clusters Score -460283.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -460474.687500 Penalty: 4121.965820
	Iteration 5Q: 3 clusters Score -460474.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -460659.843750 Penalty: 4121.965820
	Iteration 6Q: 3 clusters Score -460659.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -460849.906250 Penalty: 4121.965820
	Iteration 7Q: 3 clusters Score -460849.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -461037.562500 Penalty: 4121.965820
	Iteration 8Q: 3 clusters Score -461037.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -461174.406250 Penalty: 4121.965820
	Iteration 9Q: 3 clusters Score -461174.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -461270.625000 Penalty: 4121.965820
	Iteration 10Q: 3 clusters Score -461270.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -461329.718750 Penalty: 4121.965820
	Iteration 11Q: 3 clusters Score -461329.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -461365.312500 Penalty: 4121.965820
	Iteration 12Q: 3 clusters Score -461365.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -461395.750000 Penalty: 4121.965820
	Iteration 13Q: 3 clusters Score -461395.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -461420.656250 Penalty: 4121.965820
	Iteration 14Q: 3 clusters Score -461420.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -461435.468750 Penalty: 4121.965820
	Iteration 15Q: 3 clusters Score -461435.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -461444.593750 Penalty: 4121.965820
	Iteration 16Q: 3 clusters Score -461444.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -461450.062500 Penalty: 4121.965820
	Iteration 17Q: 3 clusters Score -461450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -461454.968750 Penalty: 4121.965820
	Iteration 18Q: 3 clusters Score -461455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -461457.218750 Penalty: 4121.965820
	Iteration 19Q: 3 clusters Score -461457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -461458.687500 Penalty: 4121.965820
	Iteration 20F: 3 clusters Score -461458.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -461459.281250 Penalty: 4121.965820
	Iteration 21Q: 3 clusters Score -461459.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -461461.937500 Penalty: 4121.965820
	Iteration 22Q: 3 clusters Score -461461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -461462.812500 Penalty: 4121.965820
	Iteration 23Q: 3 clusters Score -461462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -461464.093750 Penalty: 4121.965820
	Iteration 24Q: 3 clusters Score -461464.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -461464.093750 Penalty: 4121.965820
	Iteration 25F: 3 clusters Score -461464.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -37694.285156 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37694.29 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 147 members 
Entering Unmasked Estep 
Score: -36469.792969 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36469.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36546.714844 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36546.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36582.308594 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36582.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36585.121094 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36585.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36602.214844 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -36602.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36606.652344 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -36606.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36610.003906 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -36610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36610.003906 Penalty: 2778.651123
	Iteration 7F: 3 clusters Score -36610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -758933.437500 Penalty: 2177.368408
	Iteration 0F: 2 clusters Score -758933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -753480.562500 Penalty: 4354.736816
	Iteration 0F: 3 clusters Score -753480.6 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -754832.312500 Penalty: 4354.736816
	Iteration 1F: 3 clusters Score -754832.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -755036.750000 Penalty: 4354.736816
	Iteration 2F: 3 clusters Score -755036.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -755171.625000 Penalty: 4354.736816
	Iteration 3Q: 3 clusters Score -755171.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -755307.125000 Penalty: 4354.736816
	Iteration 4Q: 3 clusters Score -755307.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -755403.937500 Penalty: 4354.736816
	Iteration 5Q: 3 clusters Score -755403.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -755475.500000 Penalty: 4354.736816
	Iteration 6Q: 3 clusters Score -755475.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -755544.750000 Penalty: 4354.736816
	Iteration 7Q: 3 clusters Score -755544.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -755615.375000 Penalty: 4354.736816
	Iteration 8Q: 3 clusters Score -755615.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -755678.437500 Penalty: 4354.736816
	Iteration 9Q: 3 clusters Score -755678.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -755743.625000 Penalty: 4354.736816
	Iteration 10Q: 3 clusters Score -755743.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -755816.000000 Penalty: 4354.736816
	Iteration 11Q: 3 clusters Score -755816 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -755905.250000 Penalty: 4354.736816
	Iteration 12Q: 3 clusters Score -755905.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -756000.500000 Penalty: 4354.736816
	Iteration 13Q: 3 clusters Score -756000.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -756124.125000 Penalty: 4354.736816
	Iteration 14Q: 3 clusters Score -756124.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -756303.250000 Penalty: 4354.736816
	Iteration 15Q: 3 clusters Score -756303.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -756467.250000 Penalty: 4354.736816
	Iteration 16Q: 3 clusters Score -756467.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -756630.625000 Penalty: 4354.736816
	Iteration 17Q: 3 clusters Score -756630.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -756781.687500 Penalty: 4354.736816
	Iteration 18Q: 3 clusters Score -756781.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -756897.500000 Penalty: 4354.736816
	Iteration 19Q: 3 clusters Score -756897.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -756988.812500 Penalty: 4354.736816
	Iteration 20F: 3 clusters Score -756988.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -757056.437500 Penalty: 4354.736816
	Iteration 21Q: 3 clusters Score -757056.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -757126.562500 Penalty: 4354.736816
	Iteration 22Q: 3 clusters Score -757126.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -757174.875000 Penalty: 4354.736816
	Iteration 23Q: 3 clusters Score -757174.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -757204.250000 Penalty: 4354.736816
	Iteration 24Q: 3 clusters Score -757204.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -757231.500000 Penalty: 4354.736816
	Iteration 25Q: 3 clusters Score -757231.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -757254.125000 Penalty: 4354.736816
	Iteration 26Q: 3 clusters Score -757254.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -757276.625000 Penalty: 4354.736816
	Iteration 27Q: 3 clusters Score -757276.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -757296.875000 Penalty: 4354.736816
	Iteration 28Q: 3 clusters Score -757296.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -757308.937500 Penalty: 4354.736816
	Iteration 29Q: 3 clusters Score -757308.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -757315.500000 Penalty: 4354.736816
	Iteration 30Q: 3 clusters Score -757315.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -757321.250000 Penalty: 4354.736816
	Iteration 31Q: 3 clusters Score -757321.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -757330.937500 Penalty: 4354.736816
	Iteration 32Q: 3 clusters Score -757330.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -757338.875000 Penalty: 4354.736816
	Iteration 33Q: 3 clusters Score -757338.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -757341.312500 Penalty: 4354.736816
	Iteration 34Q: 3 clusters Score -757341.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -757345.187500 Penalty: 4354.736816
	Iteration 35Q: 3 clusters Score -757345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -757349.812500 Penalty: 4354.736816
	Iteration 36Q: 3 clusters Score -757349.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -757354.875000 Penalty: 4354.736816
	Iteration 37Q: 3 clusters Score -757354.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -757360.062500 Penalty: 4354.736816
	Iteration 38Q: 3 clusters Score -757360.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -757362.125000 Penalty: 4354.736816
	Iteration 39Q: 3 clusters Score -757362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -757362.812500 Penalty: 4354.736816
	Iteration 40F: 3 clusters Score -757362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -757364.562500 Penalty: 4354.736816
	Iteration 41Q: 3 clusters Score -757364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -757366.625000 Penalty: 4354.736816
	Iteration 42Q: 3 clusters Score -757366.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -757367.062500 Penalty: 4354.736816
	Iteration 43Q: 3 clusters Score -757367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -757368.187500 Penalty: 4354.736816
	Iteration 44Q: 3 clusters Score -757368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -757367.437500 Penalty: 4354.736816
	Iteration 45Q: 3 clusters Score -757367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -757368.875000 Penalty: 4354.736816
	Iteration 46Q: 3 clusters Score -757368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -757370.125000 Penalty: 4354.736816
	Iteration 47Q: 3 clusters Score -757370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -757370.187500 Penalty: 4354.736816
	Iteration 48Q: 3 clusters Score -757370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -757373.500000 Penalty: 4354.736816
	Iteration 49Q: 3 clusters Score -757373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -757374.250000 Penalty: 4354.736816
	Iteration 50Q: 3 clusters Score -757374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -757374.937500 Penalty: 4354.736816
	Iteration 51Q: 3 clusters Score -757374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -757375.437500 Penalty: 4354.736816
	Iteration 52Q: 3 clusters Score -757375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -757375.437500 Penalty: 4354.736816
	Iteration 53F: 3 clusters Score -757375.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -167911.343750 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -167911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -165804.578125 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -165804.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -166188.687500 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -166188.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166381.375000 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -166381.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -166564.937500 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -166564.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -166700.703125 Penalty: 3508.341797
	Iteration 4F: 3 clusters Score -166700.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -166802.812500 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -166802.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -166854.812500 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -166854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -166889.156250 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -166889.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166937.890625 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -166937.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -166971.390625 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -166971.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -166992.359375 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -166992.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -167003.828125 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -167003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -167007.062500 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -167007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -167010.734375 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -167010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -167013.500000 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -167013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -167019.312500 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -167019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -167026.296875 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -167026.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -167035.015625 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -167035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -167042.343750 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -167042.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -167045.750000 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -167045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -167048.062500 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -167048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -167050.328125 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -167050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -167050.328125 Penalty: 3508.341797
	Iteration 22F: 3 clusters Score -167050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -252353.343750 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -252353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -249901.437500 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -249901.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -250512.656250 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -250512.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -250795.250000 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -250795.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -250989.859375 Penalty: 3708.049316
	Iteration 3F: 3 clusters Score -250989.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -251179.796875 Penalty: 3708.049316
	Iteration 4F: 3 clusters Score -251179.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -251456.812500 Penalty: 3708.049316
	Iteration 5F: 3 clusters Score -251456.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -251619.718750 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -251619.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -251720.437500 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -251720.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -251790.734375 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -251790.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -251814.484375 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -251814.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -251835.125000 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -251835.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -251852.312500 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -251852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -251857.140625 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -251857.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -251867.031250 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -251867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -251874.375000 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -251874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -251877.531250 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -251877.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -251877.531250 Penalty: 3708.049316
	Iteration 16F: 3 clusters Score -251877.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -384771.843750 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -384771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -381306.156250 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -381306.2 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -382022.281250 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -382022.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -382219.062500 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -382219.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -382331.343750 Penalty: 4019.783203
	Iteration 3F: 3 clusters Score -382331.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -382392.625000 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -382392.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -382432.781250 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -382432.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -382459.031250 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -382459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -382474.906250 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -382474.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -382491.406250 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -382491.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -382506.062500 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -382506.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -382516.843750 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -382516.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -382521.875000 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -382521.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -382528.531250 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -382528.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -382533.812500 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -382533.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -382540.875000 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -382540.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -382549.218750 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -382549.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -382555.375000 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -382555.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -382559.250000 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -382559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -382561.593750 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -382561.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -382564.875000 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -382564.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -382568.718750 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -382568.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -382571.875000 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -382571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -382575.031250 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -382575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -382577.968750 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -382578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -382579.531250 Penalty: 4019.783203
	Iteration 24Q: 3 clusters Score -382579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -382583.562500 Penalty: 4019.783203
	Iteration 25Q: 3 clusters Score -382583.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -382585.250000 Penalty: 4019.783203
	Iteration 26Q: 3 clusters Score -382585.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -382591.031250 Penalty: 4019.783203
	Iteration 27Q: 3 clusters Score -382591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -382594.687500 Penalty: 4019.783203
	Iteration 28Q: 3 clusters Score -382594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -382597.937500 Penalty: 4019.783203
	Iteration 29Q: 3 clusters Score -382597.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -382604.750000 Penalty: 4019.783203
	Iteration 30Q: 3 clusters Score -382604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -382609.000000 Penalty: 4019.783203
	Iteration 31Q: 3 clusters Score -382609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -382613.562500 Penalty: 4019.783203
	Iteration 32Q: 3 clusters Score -382613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -382616.093750 Penalty: 4019.783203
	Iteration 33Q: 3 clusters Score -382616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -382618.781250 Penalty: 4019.783203
	Iteration 34Q: 3 clusters Score -382618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -382622.375000 Penalty: 4019.783203
	Iteration 35Q: 3 clusters Score -382622.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -382625.281250 Penalty: 4019.783203
	Iteration 36Q: 3 clusters Score -382625.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -382628.750000 Penalty: 4019.783203
	Iteration 37Q: 3 clusters Score -382628.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -382632.031250 Penalty: 4019.783203
	Iteration 38Q: 3 clusters Score -382632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -382636.687500 Penalty: 4019.783203
	Iteration 39Q: 3 clusters Score -382636.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -382639.906250 Penalty: 4019.783203
	Iteration 40F: 3 clusters Score -382639.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -382645.531250 Penalty: 4019.783203
	Iteration 41Q: 3 clusters Score -382645.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -382647.843750 Penalty: 4019.783203
	Iteration 42Q: 3 clusters Score -382647.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -382653.375000 Penalty: 4019.783203
	Iteration 43Q: 3 clusters Score -382653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -382657.062500 Penalty: 4019.783203
	Iteration 44Q: 3 clusters Score -382657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -382661.406250 Penalty: 4019.783203
	Iteration 45Q: 3 clusters Score -382661.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -382663.750000 Penalty: 4019.783203
	Iteration 46Q: 3 clusters Score -382663.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -382666.187500 Penalty: 4019.783203
	Iteration 47Q: 3 clusters Score -382666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -382670.656250 Penalty: 4019.783203
	Iteration 48Q: 3 clusters Score -382670.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -382674.375000 Penalty: 4019.783203
	Iteration 49Q: 3 clusters Score -382674.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -382677.093750 Penalty: 4019.783203
	Iteration 50Q: 3 clusters Score -382677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -382678.718750 Penalty: 4019.783203
	Iteration 51Q: 3 clusters Score -382678.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -382681.125000 Penalty: 4019.783203
	Iteration 52Q: 3 clusters Score -382681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -382682.031250 Penalty: 4019.783203
	Iteration 53Q: 3 clusters Score -382682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -382681.937500 Penalty: 4019.783203
	Iteration 54Q: 3 clusters Score -382681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -382682.593750 Penalty: 4019.783203
	Iteration 55Q: 3 clusters Score -382682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -382682.593750 Penalty: 4019.783203
	Iteration 56F: 3 clusters Score -382682.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -984467.125000 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -984467.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -977749.187500 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -977749.2 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -979553.000000 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -979553 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -979829.937500 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -979829.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -979999.875000 Penalty: 4484.969238
	Iteration 3Q: 3 clusters Score -979999.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -980150.312500 Penalty: 4484.969238
	Iteration 4Q: 3 clusters Score -980150.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -980277.062500 Penalty: 4484.969238
	Iteration 5Q: 3 clusters Score -980277.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -980402.187500 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -980402.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -980527.375000 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -980527.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -980661.437500 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -980661.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -980813.937500 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -980813.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -980987.187500 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -980987.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -981175.750000 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -981175.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -981381.125000 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -981381.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -981578.062500 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -981578.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -981730.187500 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -981730.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -981853.000000 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -981853 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -981945.937500 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -981945.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -982021.750000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -982021.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -982085.000000 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -982085 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -982150.375000 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -982150.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -982197.250000 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -982197.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -982240.062500 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -982240.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -982272.937500 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -982272.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -982292.500000 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -982292.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -982318.500000 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -982318.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -982343.437500 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -982343.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -982362.062500 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -982362.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -982387.250000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -982387.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -982411.125000 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -982411.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -982438.125000 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -982438.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -982457.125000 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -982457.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -982473.062500 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -982473.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -982478.875000 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -982478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -982484.500000 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -982484.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -982487.500000 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -982487.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -982490.562500 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -982490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -982491.187500 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -982491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -982492.500000 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -982492.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -982495.937500 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -982495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -982498.125000 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -982498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -982500.937500 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -982500.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -982502.250000 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -982502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -982502.750000 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -982502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -982504.562500 Penalty: 4484.969238
	Iteration 43Q: 3 clusters Score -982504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -982509.250000 Penalty: 4484.969238
	Iteration 44Q: 3 clusters Score -982509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -982509.875000 Penalty: 4484.969238
	Iteration 45Q: 3 clusters Score -982509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -982511.687500 Penalty: 4484.969238
	Iteration 46Q: 3 clusters Score -982511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -982512.500000 Penalty: 4484.969238
	Iteration 47Q: 3 clusters Score -982512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -982512.500000 Penalty: 4484.969238
	Iteration 48F: 3 clusters Score -982512.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -106517.242188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -106517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -104837.359375 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -104837.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105314.664062 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -105314.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105551.414062 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -105551.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -105759.117188 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -105759.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -105887.929688 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -105887.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -105948.421875 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -105948.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -105990.296875 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -105990.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106011.421875 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -106011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106026.929688 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -106026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106040.179688 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -106040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106045.328125 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -106045.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106056.515625 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -106056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106065.734375 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -106065.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106068.859375 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -106068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106070.437500 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -106070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106073.164062 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -106073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106077.289062 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -106077.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106080.968750 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -106081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -106083.781250 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -106083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -106083.781250 Penalty: 3306.179199
	Iteration 19F: 3 clusters Score -106083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -46255.351562 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -46255.35 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 174 members 
Entering Unmasked Estep 
Score: -44979.320312 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -44979.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45184.316406 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -45184.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45287.968750 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -45287.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45334.984375 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -45334.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45373.218750 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -45373.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45404.878906 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -45404.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45416.777344 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -45416.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45416.777344 Penalty: 2877.850586
	Iteration 7F: 3 clusters Score -45416.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Entering Unmasked Estep 
Score: -630859.250000 Penalty: 2138.903809
	Iteration 0F: 2 clusters Score -630859.2 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 2781 members 
Entering Unmasked Estep 
Score: -625997.125000 Penalty: 4277.807617
	Iteration 0F: 3 clusters Score -625997.1 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -627219.937500 Penalty: 4277.807617
	Iteration 1F: 3 clusters Score -627219.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -627451.000000 Penalty: 4277.807617
	Iteration 2F: 3 clusters Score -627451 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -627615.000000 Penalty: 4277.807617
	Iteration 3F: 3 clusters Score -627615 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -627755.062500 Penalty: 4277.807617
	Iteration 4Q: 3 clusters Score -627755.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -627878.937500 Penalty: 4277.807617
	Iteration 5Q: 3 clusters Score -627878.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -627987.937500 Penalty: 4277.807617
	Iteration 6Q: 3 clusters Score -627987.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -628075.875000 Penalty: 4277.807617
	Iteration 7Q: 3 clusters Score -628075.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -628156.437500 Penalty: 4277.807617
	Iteration 8Q: 3 clusters Score -628156.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -628241.125000 Penalty: 4277.807617
	Iteration 9Q: 3 clusters Score -628241.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -628307.187500 Penalty: 4277.807617
	Iteration 10Q: 3 clusters Score -628307.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -628357.812500 Penalty: 4277.807617
	Iteration 11Q: 3 clusters Score -628357.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -628428.687500 Penalty: 4277.807617
	Iteration 12Q: 3 clusters Score -628428.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -628501.250000 Penalty: 4277.807617
	Iteration 13Q: 3 clusters Score -628501.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -628566.750000 Penalty: 4277.807617
	Iteration 14Q: 3 clusters Score -628566.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -628622.562500 Penalty: 4277.807617
	Iteration 15Q: 3 clusters Score -628622.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -628678.625000 Penalty: 4277.807617
	Iteration 16Q: 3 clusters Score -628678.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -628730.687500 Penalty: 4277.807617
	Iteration 17Q: 3 clusters Score -628730.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -628787.125000 Penalty: 4277.807617
	Iteration 18Q: 3 clusters Score -628787.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -628838.187500 Penalty: 4277.807617
	Iteration 19Q: 3 clusters Score -628838.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -628897.875000 Penalty: 4277.807617
	Iteration 20F: 3 clusters Score -628897.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -628948.250000 Penalty: 4277.807617
	Iteration 21Q: 3 clusters Score -628948.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -628997.187500 Penalty: 4277.807617
	Iteration 22Q: 3 clusters Score -628997.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -629038.000000 Penalty: 4277.807617
	Iteration 23Q: 3 clusters Score -629038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -629073.375000 Penalty: 4277.807617
	Iteration 24Q: 3 clusters Score -629073.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -629114.375000 Penalty: 4277.807617
	Iteration 25Q: 3 clusters Score -629114.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -629149.500000 Penalty: 4277.807617
	Iteration 26Q: 3 clusters Score -629149.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -629186.250000 Penalty: 4277.807617
	Iteration 27Q: 3 clusters Score -629186.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -629219.812500 Penalty: 4277.807617
	Iteration 28Q: 3 clusters Score -629219.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -629247.875000 Penalty: 4277.807617
	Iteration 29Q: 3 clusters Score -629247.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -629288.187500 Penalty: 4277.807617
	Iteration 30Q: 3 clusters Score -629288.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -629335.250000 Penalty: 4277.807617
	Iteration 31Q: 3 clusters Score -629335.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -629374.812500 Penalty: 4277.807617
	Iteration 32Q: 3 clusters Score -629374.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -629412.687500 Penalty: 4277.807617
	Iteration 33Q: 3 clusters Score -629412.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -629438.312500 Penalty: 4277.807617
	Iteration 34Q: 3 clusters Score -629438.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -629460.250000 Penalty: 4277.807617
	Iteration 35Q: 3 clusters Score -629460.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -629479.500000 Penalty: 4277.807617
	Iteration 36Q: 3 clusters Score -629479.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -629494.250000 Penalty: 4277.807617
	Iteration 37Q: 3 clusters Score -629494.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -629508.500000 Penalty: 4277.807617
	Iteration 38Q: 3 clusters Score -629508.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -629518.000000 Penalty: 4277.807617
	Iteration 39Q: 3 clusters Score -629518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -629527.750000 Penalty: 4277.807617
	Iteration 40F: 3 clusters Score -629527.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -629535.812500 Penalty: 4277.807617
	Iteration 41Q: 3 clusters Score -629535.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -629545.125000 Penalty: 4277.807617
	Iteration 42Q: 3 clusters Score -629545.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -629550.000000 Penalty: 4277.807617
	Iteration 43Q: 3 clusters Score -629550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -629555.062500 Penalty: 4277.807617
	Iteration 44Q: 3 clusters Score -629555.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -629558.375000 Penalty: 4277.807617
	Iteration 45Q: 3 clusters Score -629558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -629561.312500 Penalty: 4277.807617
	Iteration 46Q: 3 clusters Score -629561.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -629562.437500 Penalty: 4277.807617
	Iteration 47Q: 3 clusters Score -629562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -629565.125000 Penalty: 4277.807617
	Iteration 48Q: 3 clusters Score -629565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -629568.062500 Penalty: 4277.807617
	Iteration 49Q: 3 clusters Score -629568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -629568.187500 Penalty: 4277.807617
	Iteration 50Q: 3 clusters Score -629568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -629569.750000 Penalty: 4277.807617
	Iteration 51Q: 3 clusters Score -629569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -629570.812500 Penalty: 4277.807617
	Iteration 52Q: 3 clusters Score -629570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -629570.812500 Penalty: 4277.807617
	Iteration 53F: 3 clusters Score -629570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -103447.765625 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -103447.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101746.039062 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -101746 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102268.320312 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -102268.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102567.132812 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -102567.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102915.015625 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -102915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103095.492188 Penalty: 3313.081299
	Iteration 4F: 3 clusters Score -103095.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103173.546875 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -103173.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -103216.265625 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -103216.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -103243.117188 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -103243.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103266.257812 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -103266.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103289.750000 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -103289.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -103309.101562 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -103309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103317.507812 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -103317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -103319.843750 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -103319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103320.148438 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -103320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103320.148438 Penalty: 3313.081299
	Iteration 14F: 3 clusters Score -103320.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (8712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Entering Unmasked Estep 
Score: -1005936.125000 Penalty: 2249.969238
	Iteration 0F: 2 clusters Score -1005936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -999075.562500 Penalty: 4499.938477
	Iteration 0F: 3 clusters Score -999075.6 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1000960.562500 Penalty: 4499.938477
	Iteration 1F: 3 clusters Score -1000961 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1001272.312500 Penalty: 4499.938477
	Iteration 2F: 3 clusters Score -1001272 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1001539.125000 Penalty: 4499.938477
	Iteration 3F: 3 clusters Score -1001539 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1001771.937500 Penalty: 4499.938477
	Iteration 4Q: 3 clusters Score -1001772 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1002046.562500 Penalty: 4499.938477
	Iteration 5Q: 3 clusters Score -1002047 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1002329.812500 Penalty: 4499.938477
	Iteration 6Q: 3 clusters Score -1002330 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1002605.250000 Penalty: 4499.938477
	Iteration 7Q: 3 clusters Score -1002605 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1002861.000000 Penalty: 4499.938477
	Iteration 8Q: 3 clusters Score -1002861 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1003113.437500 Penalty: 4499.938477
	Iteration 9Q: 3 clusters Score -1003113 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1003367.687500 Penalty: 4499.938477
	Iteration 10Q: 3 clusters Score -1003368 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1003613.062500 Penalty: 4499.938477
	Iteration 11Q: 3 clusters Score -1003613 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1003818.875000 Penalty: 4499.938477
	Iteration 12Q: 3 clusters Score -1003819 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1003951.437500 Penalty: 4499.938477
	Iteration 13Q: 3 clusters Score -1003951 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1004057.750000 Penalty: 4499.938477
	Iteration 14Q: 3 clusters Score -1004058 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1004119.187500 Penalty: 4499.938477
	Iteration 15Q: 3 clusters Score -1004119 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1004160.562500 Penalty: 4499.938477
	Iteration 16Q: 3 clusters Score -1004161 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1004193.750000 Penalty: 4499.938477
	Iteration 17Q: 3 clusters Score -1004194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1004216.500000 Penalty: 4499.938477
	Iteration 18Q: 3 clusters Score -1004216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1004229.375000 Penalty: 4499.938477
	Iteration 19Q: 3 clusters Score -1004229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1004241.000000 Penalty: 4499.938477
	Iteration 20F: 3 clusters Score -1004241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1004249.500000 Penalty: 4499.938477
	Iteration 21Q: 3 clusters Score -1004250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1004258.125000 Penalty: 4499.938477
	Iteration 22Q: 3 clusters Score -1004258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1004264.000000 Penalty: 4499.938477
	Iteration 23Q: 3 clusters Score -1004264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1004265.250000 Penalty: 4499.938477
	Iteration 24Q: 3 clusters Score -1004265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1004273.500000 Penalty: 4499.938477
	Iteration 25Q: 3 clusters Score -1004274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1004276.125000 Penalty: 4499.938477
	Iteration 26Q: 3 clusters Score -1004276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1004278.875000 Penalty: 4499.938477
	Iteration 27Q: 3 clusters Score -1004279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1004282.250000 Penalty: 4499.938477
	Iteration 28Q: 3 clusters Score -1004282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1004283.687500 Penalty: 4499.938477
	Iteration 29Q: 3 clusters Score -1004284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1004283.437500 Penalty: 4499.938477
	Iteration 30Q: 3 clusters Score -1004283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1004288.562500 Penalty: 4499.938477
	Iteration 31Q: 3 clusters Score -1004289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1004290.125000 Penalty: 4499.938477
	Iteration 32Q: 3 clusters Score -1004290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1004293.437500 Penalty: 4499.938477
	Iteration 33Q: 3 clusters Score -1004293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1004292.125000 Penalty: 4499.938477
	Iteration 34Q: 3 clusters Score -1004292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1004294.250000 Penalty: 4499.938477
	Iteration 35Q: 3 clusters Score -1004294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1004292.812500 Penalty: 4499.938477
	Iteration 36Q: 3 clusters Score -1004293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1004294.250000 Penalty: 4499.938477
	Iteration 37Q: 3 clusters Score -1004294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1004296.250000 Penalty: 4499.938477
	Iteration 38Q: 3 clusters Score -1004296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1004296.187500 Penalty: 4499.938477
	Iteration 39Q: 3 clusters Score -1004296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1004296.062500 Penalty: 4499.938477
	Iteration 40F: 3 clusters Score -1004296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1004298.250000 Penalty: 4499.938477
	Iteration 41Q: 3 clusters Score -1004298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1004298.812500 Penalty: 4499.938477
	Iteration 42Q: 3 clusters Score -1004299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1004298.812500 Penalty: 4499.938477
	Iteration 43F: 3 clusters Score -1004299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -409238.718750 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -409238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -406112.093750 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -406112.1 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -406933.187500 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -406933.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -407319.500000 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -407319.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -407641.781250 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -407641.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -407868.656250 Penalty: 3940.644043
	Iteration 4F: 3 clusters Score -407868.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -408054.093750 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -408054.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -408166.250000 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -408166.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -408268.218750 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -408268.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -408345.843750 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -408345.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -408405.781250 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -408405.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -408454.093750 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -408454.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -408489.281250 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -408489.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -408530.250000 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -408530.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -408566.562500 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -408566.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -408595.781250 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -408595.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -408621.312500 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -408621.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -408639.531250 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -408639.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -408653.468750 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -408653.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -408664.468750 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -408664.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -408672.281250 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -408672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -408676.093750 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -408676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -408677.031250 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -408677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -408679.812500 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -408679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -408681.468750 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -408681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -408681.906250 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -408681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -408682.375000 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -408682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -408682.437500 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -408682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -408682.437500 Penalty: 3940.644043
	Iteration 27F: 3 clusters Score -408682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (11255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Entering Unmasked Estep 
Score: -1308330.000000 Penalty: 2313.484863
	Iteration 0F: 2 clusters Score -1308330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1299877.250000 Penalty: 4626.969727
	Iteration 0F: 3 clusters Score -1299877 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1302399.875000 Penalty: 4626.969727
	Iteration 1F: 3 clusters Score -1302400 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1302734.250000 Penalty: 4626.969727
	Iteration 2F: 3 clusters Score -1302734 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1303001.875000 Penalty: 4626.969727
	Iteration 3Q: 3 clusters Score -1303002 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1303256.625000 Penalty: 4626.969727
	Iteration 4Q: 3 clusters Score -1303257 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1303511.000000 Penalty: 4626.969727
	Iteration 5Q: 3 clusters Score -1303511 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1303802.125000 Penalty: 4626.969727
	Iteration 6Q: 3 clusters Score -1303802 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1304163.250000 Penalty: 4626.969727
	Iteration 7Q: 3 clusters Score -1304163 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1304572.375000 Penalty: 4626.969727
	Iteration 8Q: 3 clusters Score -1304572 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1305013.125000 Penalty: 4626.969727
	Iteration 9F: 3 clusters Score -1305013 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1305430.000000 Penalty: 4626.969727
	Iteration 10Q: 3 clusters Score -1305430 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1305788.500000 Penalty: 4626.969727
	Iteration 11Q: 3 clusters Score -1305788 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1306029.125000 Penalty: 4626.969727
	Iteration 12Q: 3 clusters Score -1306029 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1306182.750000 Penalty: 4626.969727
	Iteration 13Q: 3 clusters Score -1306183 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1306275.375000 Penalty: 4626.969727
	Iteration 14Q: 3 clusters Score -1306275 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1306339.750000 Penalty: 4626.969727
	Iteration 15Q: 3 clusters Score -1306340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1306374.875000 Penalty: 4626.969727
	Iteration 16Q: 3 clusters Score -1306375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1306396.000000 Penalty: 4626.969727
	Iteration 17Q: 3 clusters Score -1306396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1306410.500000 Penalty: 4626.969727
	Iteration 18Q: 3 clusters Score -1306410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1306427.250000 Penalty: 4626.969727
	Iteration 19Q: 3 clusters Score -1306427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1306435.875000 Penalty: 4626.969727
	Iteration 20F: 3 clusters Score -1306436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1306440.000000 Penalty: 4626.969727
	Iteration 21Q: 3 clusters Score -1306440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1306443.875000 Penalty: 4626.969727
	Iteration 22Q: 3 clusters Score -1306444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1306447.125000 Penalty: 4626.969727
	Iteration 23Q: 3 clusters Score -1306447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1306451.625000 Penalty: 4626.969727
	Iteration 24Q: 3 clusters Score -1306452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1306451.250000 Penalty: 4626.969727
	Iteration 25Q: 3 clusters Score -1306451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1306450.250000 Penalty: 4626.969727
	Iteration 26Q: 3 clusters Score -1306450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1306450.375000 Penalty: 4626.969727
	Iteration 27Q: 3 clusters Score -1306450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1306450.875000 Penalty: 4626.969727
	Iteration 28Q: 3 clusters Score -1306451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1306451.000000 Penalty: 4626.969727
	Iteration 29Q: 3 clusters Score -1306451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1306451.000000 Penalty: 4626.969727
	Iteration 30F: 3 clusters Score -1306451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -459502.656250 Penalty: 2057.172119
	Iteration 0F: 2 clusters Score -459502.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -455659.656250 Penalty: 4114.344238
	Iteration 0F: 3 clusters Score -455659.7 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -456509.218750 Penalty: 4114.344238
	Iteration 1F: 3 clusters Score -456509.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -456735.000000 Penalty: 4114.344238
	Iteration 2F: 3 clusters Score -456735 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -456900.687500 Penalty: 4114.344238
	Iteration 3F: 3 clusters Score -456900.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -457055.625000 Penalty: 4114.344238
	Iteration 4F: 3 clusters Score -457055.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -457225.500000 Penalty: 4114.344238
	Iteration 5Q: 3 clusters Score -457225.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -457395.000000 Penalty: 4114.344238
	Iteration 6Q: 3 clusters Score -457395 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -457540.218750 Penalty: 4114.344238
	Iteration 7Q: 3 clusters Score -457540.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -457643.406250 Penalty: 4114.344238
	Iteration 8Q: 3 clusters Score -457643.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -457729.187500 Penalty: 4114.344238
	Iteration 9Q: 3 clusters Score -457729.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -457806.156250 Penalty: 4114.344238
	Iteration 10Q: 3 clusters Score -457806.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -457857.968750 Penalty: 4114.344238
	Iteration 11Q: 3 clusters Score -457858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -457895.593750 Penalty: 4114.344238
	Iteration 12Q: 3 clusters Score -457895.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -457929.531250 Penalty: 4114.344238
	Iteration 13Q: 3 clusters Score -457929.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -457950.968750 Penalty: 4114.344238
	Iteration 14Q: 3 clusters Score -457951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -457966.343750 Penalty: 4114.344238
	Iteration 15Q: 3 clusters Score -457966.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -457976.687500 Penalty: 4114.344238
	Iteration 16Q: 3 clusters Score -457976.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -457986.500000 Penalty: 4114.344238
	Iteration 17Q: 3 clusters Score -457986.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -457991.968750 Penalty: 4114.344238
	Iteration 18Q: 3 clusters Score -457992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -457996.562500 Penalty: 4114.344238
	Iteration 19Q: 3 clusters Score -457996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -457998.843750 Penalty: 4114.344238
	Iteration 20F: 3 clusters Score -457998.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -458000.812500 Penalty: 4114.344238
	Iteration 21Q: 3 clusters Score -458000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -458004.406250 Penalty: 4114.344238
	Iteration 22Q: 3 clusters Score -458004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -458004.093750 Penalty: 4114.344238
	Iteration 23Q: 3 clusters Score -458004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -458005.437500 Penalty: 4114.344238
	Iteration 24Q: 3 clusters Score -458005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -458008.375000 Penalty: 4114.344238
	Iteration 25Q: 3 clusters Score -458008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -458008.031250 Penalty: 4114.344238
	Iteration 26Q: 3 clusters Score -458008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -458008.531250 Penalty: 4114.344238
	Iteration 27Q: 3 clusters Score -458008.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -458008.531250 Penalty: 4114.344238
	Iteration 28F: 3 clusters Score -458008.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -25008.470703 Penalty: 1299.953247
	Iteration 0F: 2 clusters Score -25008.47 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 80 members 
Entering Unmasked Estep 
Score: -23974.419922 Penalty: 2599.906494
	Iteration 0F: 3 clusters Score -23974.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24139.693359 Penalty: 2599.906494
	Iteration 1F: 3 clusters Score -24139.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24163.138672 Penalty: 2599.906494
	Iteration 2Q: 3 clusters Score -24163.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24168.601562 Penalty: 2599.906494
	Iteration 3Q: 3 clusters Score -24168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24171.814453 Penalty: 2599.906494
	Iteration 4Q: 3 clusters Score -24171.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24171.814453 Penalty: 2599.906494
	Iteration 5F: 3 clusters Score -24171.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -55643.523438 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -55643.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54260.425781 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -54260.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54577.535156 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -54577.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54768.734375 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -54768.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54942.703125 Penalty: 2981.588623
	Iteration 3F: 3 clusters Score -54942.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55052.640625 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -55052.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55116.070312 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -55116.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55157.210938 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -55157.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55174.421875 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -55174.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55200.660156 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -55200.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55269.058594 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -55269.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55310.886719 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -55310.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55330.320312 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -55330.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55398.648438 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -55398.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55434.574219 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -55434.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55434.574219 Penalty: 2981.588623
	Iteration 14F: 3 clusters Score -55434.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (4203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Entering Unmasked Estep 
Score: -478835.218750 Penalty: 2069.201172
	Iteration 0F: 2 clusters Score -478835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -474827.593750 Penalty: 4138.402344
	Iteration 0F: 3 clusters Score -474827.6 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -475771.687500 Penalty: 4138.402344
	Iteration 1F: 3 clusters Score -475771.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -476021.062500 Penalty: 4138.402344
	Iteration 2F: 3 clusters Score -476021.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -476184.406250 Penalty: 4138.402344
	Iteration 3F: 3 clusters Score -476184.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -476299.562500 Penalty: 4138.402344
	Iteration 4Q: 3 clusters Score -476299.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -476393.031250 Penalty: 4138.402344
	Iteration 5Q: 3 clusters Score -476393 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -476472.781250 Penalty: 4138.402344
	Iteration 6Q: 3 clusters Score -476472.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -476551.593750 Penalty: 4138.402344
	Iteration 7Q: 3 clusters Score -476551.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -476630.437500 Penalty: 4138.402344
	Iteration 8Q: 3 clusters Score -476630.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -476706.406250 Penalty: 4138.402344
	Iteration 9Q: 3 clusters Score -476706.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -476776.218750 Penalty: 4138.402344
	Iteration 10Q: 3 clusters Score -476776.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -476838.562500 Penalty: 4138.402344
	Iteration 11Q: 3 clusters Score -476838.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -476884.718750 Penalty: 4138.402344
	Iteration 12Q: 3 clusters Score -476884.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -476935.312500 Penalty: 4138.402344
	Iteration 13Q: 3 clusters Score -476935.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -476968.250000 Penalty: 4138.402344
	Iteration 14Q: 3 clusters Score -476968.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -477009.843750 Penalty: 4138.402344
	Iteration 15Q: 3 clusters Score -477009.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -477063.500000 Penalty: 4138.402344
	Iteration 16Q: 3 clusters Score -477063.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -477110.000000 Penalty: 4138.402344
	Iteration 17Q: 3 clusters Score -477110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -477158.968750 Penalty: 4138.402344
	Iteration 18Q: 3 clusters Score -477159 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -477202.281250 Penalty: 4138.402344
	Iteration 19Q: 3 clusters Score -477202.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -477228.125000 Penalty: 4138.402344
	Iteration 20F: 3 clusters Score -477228.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -477248.000000 Penalty: 4138.402344
	Iteration 21Q: 3 clusters Score -477248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -477264.062500 Penalty: 4138.402344
	Iteration 22Q: 3 clusters Score -477264.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -477280.625000 Penalty: 4138.402344
	Iteration 23Q: 3 clusters Score -477280.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -477291.531250 Penalty: 4138.402344
	Iteration 24Q: 3 clusters Score -477291.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -477303.468750 Penalty: 4138.402344
	Iteration 25Q: 3 clusters Score -477303.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -477311.531250 Penalty: 4138.402344
	Iteration 26Q: 3 clusters Score -477311.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -477317.468750 Penalty: 4138.402344
	Iteration 27Q: 3 clusters Score -477317.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -477326.625000 Penalty: 4138.402344
	Iteration 28Q: 3 clusters Score -477326.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -477334.500000 Penalty: 4138.402344
	Iteration 29Q: 3 clusters Score -477334.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -477342.500000 Penalty: 4138.402344
	Iteration 30Q: 3 clusters Score -477342.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -477345.593750 Penalty: 4138.402344
	Iteration 31Q: 3 clusters Score -477345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -477348.843750 Penalty: 4138.402344
	Iteration 32Q: 3 clusters Score -477348.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -477352.875000 Penalty: 4138.402344
	Iteration 33Q: 3 clusters Score -477352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -477355.093750 Penalty: 4138.402344
	Iteration 34Q: 3 clusters Score -477355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -477355.906250 Penalty: 4138.402344
	Iteration 35Q: 3 clusters Score -477355.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -477357.937500 Penalty: 4138.402344
	Iteration 36Q: 3 clusters Score -477357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -477358.375000 Penalty: 4138.402344
	Iteration 37Q: 3 clusters Score -477358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -477359.250000 Penalty: 4138.402344
	Iteration 38Q: 3 clusters Score -477359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -477359.531250 Penalty: 4138.402344
	Iteration 39Q: 3 clusters Score -477359.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -477361.156250 Penalty: 4138.402344
	Iteration 40F: 3 clusters Score -477361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -477361.968750 Penalty: 4138.402344
	Iteration 41Q: 3 clusters Score -477362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -477362.406250 Penalty: 4138.402344
	Iteration 42Q: 3 clusters Score -477362.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -477364.218750 Penalty: 4138.402344
	Iteration 43Q: 3 clusters Score -477364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -477364.625000 Penalty: 4138.402344
	Iteration 44Q: 3 clusters Score -477364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -477367.562500 Penalty: 4138.402344
	Iteration 45Q: 3 clusters Score -477367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -477367.906250 Penalty: 4138.402344
	Iteration 46Q: 3 clusters Score -477367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -477370.843750 Penalty: 4138.402344
	Iteration 47Q: 3 clusters Score -477370.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -477372.968750 Penalty: 4138.402344
	Iteration 48Q: 3 clusters Score -477373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -477373.625000 Penalty: 4138.402344
	Iteration 49Q: 3 clusters Score -477373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -477375.062500 Penalty: 4138.402344
	Iteration 50Q: 3 clusters Score -477375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -477376.250000 Penalty: 4138.402344
	Iteration 51Q: 3 clusters Score -477376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -477377.906250 Penalty: 4138.402344
	Iteration 52Q: 3 clusters Score -477377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -477378.718750 Penalty: 4138.402344
	Iteration 53Q: 3 clusters Score -477378.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -477378.718750 Penalty: 4138.402344
	Iteration 54F: 3 clusters Score -477378.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -100097.492188 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -100097.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98460.382812 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -98460.38 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -98729.632812 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -98729.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98934.929688 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -98934.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -99117.937500 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -99117.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -99215.601562 Penalty: 3207.978516
	Iteration 4F: 3 clusters Score -99215.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -99312.703125 Penalty: 3207.978516
	Iteration 5F: 3 clusters Score -99312.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -99390.539062 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -99390.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -99429.015625 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -99429.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -99457.226562 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -99457.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -99473.937500 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -99473.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -99486.632812 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -99486.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -99492.632812 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -99492.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -99501.421875 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -99501.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -99517.625000 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -99517.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -99531.609375 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -99531.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -99536.054688 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -99536.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -99536.054688 Penalty: 3207.978516
	Iteration 16F: 3 clusters Score -99536.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -94185.593750 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -94185.59 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 352 members 
Entering Unmasked Estep 
Score: -92648.109375 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -92648.11 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93104.164062 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -93104.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93262.632812 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -93262.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93323.335938 Penalty: 3237.867188
	Iteration 3Q: 3 clusters Score -93323.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93359.429688 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -93359.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93383.757812 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -93383.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93408.640625 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -93408.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -93441.648438 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -93441.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93459.085938 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -93459.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93472.570312 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -93472.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -93480.015625 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -93480.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -93484.406250 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -93484.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93486.289062 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -93486.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93486.289062 Penalty: 3237.867188
	Iteration 13F: 3 clusters Score -93486.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33445 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187982 members 
Mstep: Class 13 contains 186835 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17139 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43289 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51986 members 
Mstep: Class 27 contains 25633 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41412 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6013 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34540 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25352 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8712 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761344.000000 Penalty: 256551.531250
Iteration 279Q: 75 clusters Score -1.337613e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33439 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187979 members 
Mstep: Class 13 contains 186838 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17140 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43290 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51984 members 
Mstep: Class 27 contains 25634 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41410 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6012 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34541 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25351 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8722 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761336.000000 Penalty: 256551.531250
Iteration 280F: 75 clusters Score -1.337613e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33433 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186839 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17140 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43287 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51979 members 
Mstep: Class 27 contains 25632 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175609 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41412 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6013 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34541 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25351 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6499 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8737 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761280.000000 Penalty: 256551.531250
Iteration 281Q: 75 clusters Score -1.337613e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 17940 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33425 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187979 members 
Mstep: Class 13 contains 186841 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17139 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43287 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51971 members 
Mstep: Class 27 contains 25632 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175610 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41411 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34541 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25349 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8753 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761336.000000 Penalty: 256551.531250
Iteration 282Q: 75 clusters Score -1.337613e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33418 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187981 members 
Mstep: Class 13 contains 186839 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17139 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43281 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11550 members 
Mstep: Class 26 contains 51963 members 
Mstep: Class 27 contains 25633 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175610 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41412 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2280 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34542 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25348 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8773 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761432.000000 Penalty: 256551.531250
Iteration 283Q: 75 clusters Score -1.337614e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 17942 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33408 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187982 members 
Mstep: Class 13 contains 186841 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43278 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51948 members 
Mstep: Class 27 contains 25631 members 
Mstep: Class 28 contains 52413 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175613 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41408 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34543 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25348 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8800 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761424.000000 Penalty: 256551.531250
Iteration 284Q: 75 clusters Score -1.337614e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 17942 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33404 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187984 members 
Mstep: Class 13 contains 186843 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43277 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51939 members 
Mstep: Class 27 contains 25630 members 
Mstep: Class 28 contains 52412 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175616 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41406 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34546 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25348 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8814 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761408.000000 Penalty: 256551.531250
Iteration 285Q: 75 clusters Score -1.337614e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33390 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187986 members 
Mstep: Class 13 contains 186849 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43274 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51933 members 
Mstep: Class 27 contains 25631 members 
Mstep: Class 28 contains 52411 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175618 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41402 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34547 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25348 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6501 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8833 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761320.000000 Penalty: 256551.531250
Iteration 286Q: 75 clusters Score -1.337613e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 17943 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33382 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187980 members 
Mstep: Class 13 contains 186852 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43275 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51929 members 
Mstep: Class 27 contains 25628 members 
Mstep: Class 28 contains 52409 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175620 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41398 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34549 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25347 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8856 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761376.000000 Penalty: 256551.531250
Iteration 287Q: 75 clusters Score -1.337614e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 17943 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33374 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187977 members 
Mstep: Class 13 contains 186852 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43272 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51922 members 
Mstep: Class 27 contains 25628 members 
Mstep: Class 28 contains 52408 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41395 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34550 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25347 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8879 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761256.000000 Penalty: 256551.531250
Iteration 288Q: 75 clusters Score -1.337613e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 17945 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33362 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187977 members 
Mstep: Class 13 contains 186853 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43270 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51923 members 
Mstep: Class 27 contains 25626 members 
Mstep: Class 28 contains 52406 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41394 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34551 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25347 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8894 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761288.000000 Penalty: 256551.531250
Iteration 289Q: 75 clusters Score -1.337613e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 17945 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33351 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187978 members 
Mstep: Class 13 contains 186852 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17142 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43272 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51924 members 
Mstep: Class 27 contains 25624 members 
Mstep: Class 28 contains 52404 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41392 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34553 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25346 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8906 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761280.000000 Penalty: 256551.531250
Iteration 290Q: 75 clusters Score -1.337613e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 17945 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33351 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187972 members 
Mstep: Class 13 contains 186850 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17142 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43271 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51921 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52404 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41388 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34553 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25346 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8923 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761312.000000 Penalty: 256551.531250
Iteration 291Q: 75 clusters Score -1.337613e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 17946 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33334 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187971 members 
Mstep: Class 13 contains 186854 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17142 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43272 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51921 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52404 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41387 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34553 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25345 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8935 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761280.000000 Penalty: 256551.531250
Iteration 292Q: 75 clusters Score -1.337613e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33318 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187971 members 
Mstep: Class 13 contains 186860 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43271 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51916 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52404 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41386 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34553 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25345 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8951 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761256.000000 Penalty: 256551.531250
Iteration 293Q: 75 clusters Score -1.337613e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 17947 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33301 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187972 members 
Mstep: Class 13 contains 186865 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43269 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51915 members 
Mstep: Class 27 contains 25622 members 
Mstep: Class 28 contains 52404 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41381 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34553 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25345 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8974 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761304.000000 Penalty: 256551.531250
Iteration 294Q: 75 clusters Score -1.337613e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 17946 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33290 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187973 members 
Mstep: Class 13 contains 186864 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17142 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43263 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51909 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52404 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41381 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2278 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34554 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25345 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 8994 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761320.000000 Penalty: 256551.531250
Iteration 295Q: 75 clusters Score -1.337613e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 17946 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33275 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187971 members 
Mstep: Class 13 contains 186862 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17142 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43259 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51899 members 
Mstep: Class 27 contains 25621 members 
Mstep: Class 28 contains 52403 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175624 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41378 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6013 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34556 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25347 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9030 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761432.000000 Penalty: 256551.531250
Iteration 296Q: 75 clusters Score -1.337614e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 17947 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33249 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187972 members 
Mstep: Class 13 contains 186862 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17142 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43260 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51889 members 
Mstep: Class 27 contains 25621 members 
Mstep: Class 28 contains 52403 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41378 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34555 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25348 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9065 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761400.000000 Penalty: 256551.531250
Iteration 297Q: 75 clusters Score -1.337614e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 17951 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33221 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187970 members 
Mstep: Class 13 contains 186864 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17139 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43258 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51881 members 
Mstep: Class 27 contains 25622 members 
Mstep: Class 28 contains 52403 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41374 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6017 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34554 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25348 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9102 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761376.000000 Penalty: 256551.531250
Iteration 298Q: 75 clusters Score -1.337614e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 17955 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33193 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187968 members 
Mstep: Class 13 contains 186863 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17140 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43255 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51872 members 
Mstep: Class 27 contains 25624 members 
Mstep: Class 28 contains 52402 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10405 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41370 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2277 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6017 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34554 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25347 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9146 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761488.000000 Penalty: 256551.531250
Iteration 299Q: 75 clusters Score -1.337615e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 17955 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33165 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187971 members 
Mstep: Class 13 contains 186861 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17140 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43257 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51861 members 
Mstep: Class 27 contains 25621 members 
Mstep: Class 28 contains 52402 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175624 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41369 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6016 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34556 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25347 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9185 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761504.000000 Penalty: 256551.531250
Iteration 300F: 75 clusters Score -1.337615e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 17955 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33146 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187976 members 
Mstep: Class 13 contains 186863 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17140 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43257 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51843 members 
Mstep: Class 27 contains 25620 members 
Mstep: Class 28 contains 52402 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41369 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6018 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34557 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25346 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9216 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761480.000000 Penalty: 256551.531250
Iteration 301Q: 75 clusters Score -1.337615e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 17957 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33127 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187981 members 
Mstep: Class 13 contains 186859 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17140 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43262 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51837 members 
Mstep: Class 27 contains 25620 members 
Mstep: Class 28 contains 52402 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175624 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41365 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6018 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34558 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25345 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9238 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761496.000000 Penalty: 256551.531250
Iteration 302Q: 75 clusters Score -1.337615e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 17957 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33122 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 187985 members 
Mstep: Class 13 contains 186861 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17140 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43261 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51830 members 
Mstep: Class 27 contains 25618 members 
Mstep: Class 28 contains 52402 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175623 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41362 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6018 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34558 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25344 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9255 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761416.000000 Penalty: 256551.531250
Iteration 303Q: 75 clusters Score -1.337614e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 17959 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33101 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 187987 members 
Mstep: Class 13 contains 186854 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17142 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43266 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51824 members 
Mstep: Class 27 contains 25617 members 
Mstep: Class 28 contains 52402 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41360 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6018 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34561 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25344 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9281 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761408.000000 Penalty: 256551.531250
Iteration 304Q: 75 clusters Score -1.337614e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 17961 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33070 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187990 members 
Mstep: Class 13 contains 186851 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17143 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51822 members 
Mstep: Class 27 contains 25618 members 
Mstep: Class 28 contains 52400 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41357 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6018 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34563 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25344 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9311 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761488.000000 Penalty: 256551.531250
Iteration 305Q: 75 clusters Score -1.337615e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 17961 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33049 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 187993 members 
Mstep: Class 13 contains 186851 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17143 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43260 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51812 members 
Mstep: Class 27 contains 25619 members 
Mstep: Class 28 contains 52397 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175622 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41357 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6020 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34568 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25344 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9341 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761528.000000 Penalty: 256551.531250
Iteration 306Q: 75 clusters Score -1.337615e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 17961 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 33011 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 188001 members 
Mstep: Class 13 contains 186855 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17145 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43257 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51811 members 
Mstep: Class 27 contains 25617 members 
Mstep: Class 28 contains 52395 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175624 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41359 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6021 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34572 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25343 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9371 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761480.000000 Penalty: 256551.531250
Iteration 307Q: 75 clusters Score -1.337615e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 17961 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32968 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 188006 members 
Mstep: Class 13 contains 186864 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17147 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43261 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 51801 members 
Mstep: Class 27 contains 25612 members 
Mstep: Class 28 contains 52393 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175624 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41353 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6023 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34578 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25341 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9410 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761576.000000 Penalty: 256551.531250
Iteration 308Q: 75 clusters Score -1.337616e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 17964 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32930 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 188008 members 
Mstep: Class 13 contains 186867 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17149 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43261 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51789 members 
Mstep: Class 27 contains 25611 members 
Mstep: Class 28 contains 52388 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175625 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41354 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6025 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34584 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25339 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9449 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761448.000000 Penalty: 256551.531250
Iteration 309Q: 75 clusters Score -1.337614e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 17970 members 
Mstep: Class 3 contains 21764 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32887 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 188016 members 
Mstep: Class 13 contains 186868 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17149 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43254 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51781 members 
Mstep: Class 27 contains 25611 members 
Mstep: Class 28 contains 52383 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175628 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41349 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2276 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6025 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34590 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25335 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9495 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11255 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761440.000000 Penalty: 256551.531250
Iteration 310Q: 75 clusters Score -1.337614e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 17979 members 
Mstep: Class 3 contains 21765 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32840 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188029 members 
Mstep: Class 13 contains 186869 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 13293 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43258 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51770 members 
Mstep: Class 27 contains 25610 members 
Mstep: Class 28 contains 52379 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10408 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175632 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41344 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6026 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34595 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25333 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9529 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11256 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761480.000000 Penalty: 256551.531250
Iteration 311Q: 75 clusters Score -1.337615e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 17985 members 
Mstep: Class 3 contains 21765 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32801 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188039 members 
Mstep: Class 13 contains 186866 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 13295 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43261 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51750 members 
Mstep: Class 27 contains 25607 members 
Mstep: Class 28 contains 52376 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10409 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175636 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41344 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6026 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34599 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25332 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9568 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11257 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761184.000000 Penalty: 256551.531250
Iteration 312Q: 75 clusters Score -1.337612e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 17989 members 
Mstep: Class 3 contains 21765 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32768 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188046 members 
Mstep: Class 13 contains 186860 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17150 members 
Mstep: Class 21 contains 13295 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51731 members 
Mstep: Class 27 contains 25606 members 
Mstep: Class 28 contains 52374 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10411 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175637 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41340 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6027 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34601 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25333 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6506 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9605 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11257 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761224.000000 Penalty: 256551.531250
Iteration 313Q: 75 clusters Score -1.337612e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 17993 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32738 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188049 members 
Mstep: Class 13 contains 186855 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43266 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51715 members 
Mstep: Class 27 contains 25610 members 
Mstep: Class 28 contains 52373 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10411 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175639 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41328 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2866 members 
Mstep: Class 40 contains 2274 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6029 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34603 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25327 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6506 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9655 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761232.000000 Penalty: 256551.531250
Iteration 314Q: 75 clusters Score -1.337612e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 17994 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32701 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 10102 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188054 members 
Mstep: Class 13 contains 186863 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17156 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43269 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11550 members 
Mstep: Class 26 contains 51707 members 
Mstep: Class 27 contains 25613 members 
Mstep: Class 28 contains 52370 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10410 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175640 members 
Mstep: Class 34 contains 8150 members 
Mstep: Class 35 contains 41310 members 
Mstep: Class 36 contains 5974 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2867 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6031 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34604 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25321 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6506 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9699 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761120.000000 Penalty: 256551.531250
Iteration 315Q: 75 clusters Score -1.337611e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 17996 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32664 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 10104 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188058 members 
Mstep: Class 13 contains 186864 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17155 members 
Mstep: Class 21 contains 13297 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43275 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11550 members 
Mstep: Class 26 contains 51678 members 
Mstep: Class 27 contains 25609 members 
Mstep: Class 28 contains 52366 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10408 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175640 members 
Mstep: Class 34 contains 8150 members 
Mstep: Class 35 contains 41299 members 
Mstep: Class 36 contains 5973 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2867 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6036 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34612 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25320 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6506 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9760 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761048.000000 Penalty: 256551.531250
Iteration 316Q: 75 clusters Score -1.33761e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 17999 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32624 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 10107 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188064 members 
Mstep: Class 13 contains 186862 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17153 members 
Mstep: Class 21 contains 13297 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43280 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11550 members 
Mstep: Class 26 contains 51659 members 
Mstep: Class 27 contains 25613 members 
Mstep: Class 28 contains 52360 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10409 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175640 members 
Mstep: Class 34 contains 8150 members 
Mstep: Class 35 contains 41278 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2867 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6041 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 34618 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25316 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6507 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9824 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761200.000000 Penalty: 256551.531250
Iteration 317Q: 75 clusters Score -1.337612e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 17998 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32587 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 10107 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188062 members 
Mstep: Class 13 contains 186871 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17151 members 
Mstep: Class 21 contains 13297 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43276 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11551 members 
Mstep: Class 26 contains 51637 members 
Mstep: Class 27 contains 25614 members 
Mstep: Class 28 contains 52359 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10409 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175644 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 41273 members 
Mstep: Class 36 contains 5970 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2867 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6046 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34619 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25314 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6508 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9882 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761280.000000 Penalty: 256551.531250
Iteration 318Q: 75 clusters Score -1.337613e+08 nChanged 186
Entering ConstructFrom: 
Score: -133761280.000000 Penalty: 256551.531250
Entering ConstructFrom: 
Trying to split cluster 1 (10473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Entering Unmasked Estep 
Score: -1234400.125000 Penalty: 2295.625732
	Iteration 0F: 2 clusters Score -1234400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1226492.250000 Penalty: 4591.251465
	Iteration 0F: 3 clusters Score -1226492 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1228750.500000 Penalty: 4591.251465
	Iteration 1F: 3 clusters Score -1228750 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1229056.250000 Penalty: 4591.251465
	Iteration 2F: 3 clusters Score -1229056 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1229257.375000 Penalty: 4591.251465
	Iteration 3Q: 3 clusters Score -1229257 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1229403.625000 Penalty: 4591.251465
	Iteration 4Q: 3 clusters Score -1229404 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1229512.875000 Penalty: 4591.251465
	Iteration 5Q: 3 clusters Score -1229513 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1229612.000000 Penalty: 4591.251465
	Iteration 6Q: 3 clusters Score -1229612 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1229743.875000 Penalty: 4591.251465
	Iteration 7Q: 3 clusters Score -1229744 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1229877.125000 Penalty: 4591.251465
	Iteration 8Q: 3 clusters Score -1229877 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1230017.875000 Penalty: 4591.251465
	Iteration 9Q: 3 clusters Score -1230018 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1230196.125000 Penalty: 4591.251465
	Iteration 10Q: 3 clusters Score -1230196 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1230394.375000 Penalty: 4591.251465
	Iteration 11Q: 3 clusters Score -1230394 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1230622.625000 Penalty: 4591.251465
	Iteration 12Q: 3 clusters Score -1230623 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1230881.375000 Penalty: 4591.251465
	Iteration 13Q: 3 clusters Score -1230881 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1231165.375000 Penalty: 4591.251465
	Iteration 14Q: 3 clusters Score -1231165 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1231458.750000 Penalty: 4591.251465
	Iteration 15Q: 3 clusters Score -1231459 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1231714.375000 Penalty: 4591.251465
	Iteration 16Q: 3 clusters Score -1231714 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1231935.500000 Penalty: 4591.251465
	Iteration 17Q: 3 clusters Score -1231936 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1232105.125000 Penalty: 4591.251465
	Iteration 18Q: 3 clusters Score -1232105 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1232217.375000 Penalty: 4591.251465
	Iteration 19Q: 3 clusters Score -1232217 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1232305.500000 Penalty: 4591.251465
	Iteration 20F: 3 clusters Score -1232306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1232369.500000 Penalty: 4591.251465
	Iteration 21Q: 3 clusters Score -1232370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1232407.875000 Penalty: 4591.251465
	Iteration 22Q: 3 clusters Score -1232408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1232445.250000 Penalty: 4591.251465
	Iteration 23Q: 3 clusters Score -1232445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1232461.500000 Penalty: 4591.251465
	Iteration 24Q: 3 clusters Score -1232462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1232479.750000 Penalty: 4591.251465
	Iteration 25Q: 3 clusters Score -1232480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1232490.750000 Penalty: 4591.251465
	Iteration 26Q: 3 clusters Score -1232491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1232495.000000 Penalty: 4591.251465
	Iteration 27Q: 3 clusters Score -1232495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1232500.625000 Penalty: 4591.251465
	Iteration 28Q: 3 clusters Score -1232501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1232502.500000 Penalty: 4591.251465
	Iteration 29Q: 3 clusters Score -1232502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1232504.250000 Penalty: 4591.251465
	Iteration 30Q: 3 clusters Score -1232504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1232506.625000 Penalty: 4591.251465
	Iteration 31Q: 3 clusters Score -1232507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1232506.000000 Penalty: 4591.251465
	Iteration 32Q: 3 clusters Score -1232506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1232506.000000 Penalty: 4591.251465
	Iteration 33F: 3 clusters Score -1232506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Entering Unmasked Estep 
Score: -2127917.500000 Penalty: 2429.935547
	Iteration 0F: 2 clusters Score -2127918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2115110.750000 Penalty: 4859.871094
	Iteration 0F: 3 clusters Score -2115111 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2119348.750000 Penalty: 4859.871094
	Iteration 1F: 3 clusters Score -2119349 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2119772.250000 Penalty: 4859.871094
	Iteration 2F: 3 clusters Score -2119772 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2120203.250000 Penalty: 4859.871094
	Iteration 3F: 3 clusters Score -2120203 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2120774.750000 Penalty: 4859.871094
	Iteration 4F: 3 clusters Score -2120775 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2121455.750000 Penalty: 4859.871094
	Iteration 5F: 3 clusters Score -2121456 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2122278.250000 Penalty: 4859.871094
	Iteration 6F: 3 clusters Score -2122278 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2123120.500000 Penalty: 4859.871094
	Iteration 7F: 3 clusters Score -2123120 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2123786.750000 Penalty: 4859.871094
	Iteration 8F: 3 clusters Score -2123787 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2124288.750000 Penalty: 4859.871094
	Iteration 9Q: 3 clusters Score -2124289 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2124655.000000 Penalty: 4859.871094
	Iteration 10Q: 3 clusters Score -2124655 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2124917.000000 Penalty: 4859.871094
	Iteration 11Q: 3 clusters Score -2124917 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2125185.500000 Penalty: 4859.871094
	Iteration 12Q: 3 clusters Score -2125186 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2125453.000000 Penalty: 4859.871094
	Iteration 13Q: 3 clusters Score -2125453 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2125693.000000 Penalty: 4859.871094
	Iteration 14Q: 3 clusters Score -2125693 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2125925.000000 Penalty: 4859.871094
	Iteration 15Q: 3 clusters Score -2125925 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2126214.000000 Penalty: 4859.871094
	Iteration 16Q: 3 clusters Score -2126214 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2126420.250000 Penalty: 4859.871094
	Iteration 17Q: 3 clusters Score -2126420 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2126520.250000 Penalty: 4859.871094
	Iteration 18Q: 3 clusters Score -2126520 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2126581.250000 Penalty: 4859.871094
	Iteration 19Q: 3 clusters Score -2126581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2126618.750000 Penalty: 4859.871094
	Iteration 20F: 3 clusters Score -2126619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2126641.500000 Penalty: 4859.871094
	Iteration 21Q: 3 clusters Score -2126642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2126654.250000 Penalty: 4859.871094
	Iteration 22Q: 3 clusters Score -2126654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2126657.500000 Penalty: 4859.871094
	Iteration 23Q: 3 clusters Score -2126658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2126665.250000 Penalty: 4859.871094
	Iteration 24Q: 3 clusters Score -2126665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2126670.250000 Penalty: 4859.871094
	Iteration 25Q: 3 clusters Score -2126670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2126676.750000 Penalty: 4859.871094
	Iteration 26Q: 3 clusters Score -2126677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2126686.500000 Penalty: 4859.871094
	Iteration 27Q: 3 clusters Score -2126686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2126691.250000 Penalty: 4859.871094
	Iteration 28Q: 3 clusters Score -2126691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2126692.750000 Penalty: 4859.871094
	Iteration 29Q: 3 clusters Score -2126693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2126694.750000 Penalty: 4859.871094
	Iteration 30Q: 3 clusters Score -2126695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2126697.000000 Penalty: 4859.871094
	Iteration 31Q: 3 clusters Score -2126697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2126696.500000 Penalty: 4859.871094
	Iteration 32Q: 3 clusters Score -2126696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2126697.250000 Penalty: 4859.871094
	Iteration 33Q: 3 clusters Score -2126697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2126699.500000 Penalty: 4859.871094
	Iteration 34Q: 3 clusters Score -2126700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2126699.500000 Penalty: 4859.871094
	Iteration 35F: 3 clusters Score -2126700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Entering Unmasked Estep 
Score: -2569427.250000 Penalty: 2476.969971
	Iteration 0F: 2 clusters Score -2569427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2554177.250000 Penalty: 4953.939941
	Iteration 0F: 3 clusters Score -2554177 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2559209.000000 Penalty: 4953.939941
	Iteration 1F: 3 clusters Score -2559209 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2559722.000000 Penalty: 4953.939941
	Iteration 2F: 3 clusters Score -2559722 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2560210.250000 Penalty: 4953.939941
	Iteration 3F: 3 clusters Score -2560210 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2560680.250000 Penalty: 4953.939941
	Iteration 4Q: 3 clusters Score -2560680 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2561215.500000 Penalty: 4953.939941
	Iteration 5Q: 3 clusters Score -2561216 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2561802.000000 Penalty: 4953.939941
	Iteration 6F: 3 clusters Score -2561802 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2562337.250000 Penalty: 4953.939941
	Iteration 7Q: 3 clusters Score -2562337 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2562774.000000 Penalty: 4953.939941
	Iteration 8Q: 3 clusters Score -2562774 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2563108.000000 Penalty: 4953.939941
	Iteration 9Q: 3 clusters Score -2563108 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2563392.250000 Penalty: 4953.939941
	Iteration 10Q: 3 clusters Score -2563392 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2563680.250000 Penalty: 4953.939941
	Iteration 11Q: 3 clusters Score -2563680 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2563957.250000 Penalty: 4953.939941
	Iteration 12Q: 3 clusters Score -2563957 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2564237.000000 Penalty: 4953.939941
	Iteration 13Q: 3 clusters Score -2564237 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2564554.750000 Penalty: 4953.939941
	Iteration 14Q: 3 clusters Score -2564555 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2564927.250000 Penalty: 4953.939941
	Iteration 15Q: 3 clusters Score -2564927 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2565330.500000 Penalty: 4953.939941
	Iteration 16Q: 3 clusters Score -2565330 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2565777.000000 Penalty: 4953.939941
	Iteration 17Q: 3 clusters Score -2565777 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2566261.250000 Penalty: 4953.939941
	Iteration 18Q: 3 clusters Score -2566261 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2566674.750000 Penalty: 4953.939941
	Iteration 19Q: 3 clusters Score -2566675 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2567009.000000 Penalty: 4953.939941
	Iteration 20F: 3 clusters Score -2567009 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2567299.500000 Penalty: 4953.939941
	Iteration 21Q: 3 clusters Score -2567300 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2567560.250000 Penalty: 4953.939941
	Iteration 22Q: 3 clusters Score -2567560 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2567756.750000 Penalty: 4953.939941
	Iteration 23Q: 3 clusters Score -2567757 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2567875.000000 Penalty: 4953.939941
	Iteration 24Q: 3 clusters Score -2567875 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2567951.250000 Penalty: 4953.939941
	Iteration 25Q: 3 clusters Score -2567951 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2568012.500000 Penalty: 4953.939941
	Iteration 26Q: 3 clusters Score -2568012 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2568064.750000 Penalty: 4953.939941
	Iteration 27Q: 3 clusters Score -2568065 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2568110.000000 Penalty: 4953.939941
	Iteration 28Q: 3 clusters Score -2568110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2568145.000000 Penalty: 4953.939941
	Iteration 29Q: 3 clusters Score -2568145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2568174.000000 Penalty: 4953.939941
	Iteration 30Q: 3 clusters Score -2568174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2568192.500000 Penalty: 4953.939941
	Iteration 31Q: 3 clusters Score -2568192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2568207.750000 Penalty: 4953.939941
	Iteration 32Q: 3 clusters Score -2568208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2568208.500000 Penalty: 4953.939941
	Iteration 33Q: 3 clusters Score -2568208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2568222.250000 Penalty: 4953.939941
	Iteration 34Q: 3 clusters Score -2568222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2568230.750000 Penalty: 4953.939941
	Iteration 35Q: 3 clusters Score -2568231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2568248.500000 Penalty: 4953.939941
	Iteration 36Q: 3 clusters Score -2568248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2568257.000000 Penalty: 4953.939941
	Iteration 37Q: 3 clusters Score -2568257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2568260.000000 Penalty: 4953.939941
	Iteration 38Q: 3 clusters Score -2568260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2568262.000000 Penalty: 4953.939941
	Iteration 39Q: 3 clusters Score -2568262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2568265.750000 Penalty: 4953.939941
	Iteration 40F: 3 clusters Score -2568266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2568268.500000 Penalty: 4953.939941
	Iteration 41Q: 3 clusters Score -2568268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2568271.750000 Penalty: 4953.939941
	Iteration 42Q: 3 clusters Score -2568272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2568268.750000 Penalty: 4953.939941
	Iteration 43Q: 3 clusters Score -2568269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2568267.500000 Penalty: 4953.939941
	Iteration 44Q: 3 clusters Score -2568268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2568272.250000 Penalty: 4953.939941
	Iteration 45Q: 3 clusters Score -2568272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2568273.250000 Penalty: 4953.939941
	Iteration 46Q: 3 clusters Score -2568273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2568273.250000 Penalty: 4953.939941
	Iteration 47Q: 3 clusters Score -2568273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2568273.250000 Penalty: 4953.939941
	Iteration 48F: 3 clusters Score -2568273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -456976.312500 Penalty: 2084.197998
	Iteration 0F: 2 clusters Score -456976.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -452804.406250 Penalty: 4168.395996
	Iteration 0F: 3 clusters Score -452804.4 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -453900.718750 Penalty: 4168.395996
	Iteration 1F: 3 clusters Score -453900.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -454242.312500 Penalty: 4168.395996
	Iteration 2F: 3 clusters Score -454242.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -454480.437500 Penalty: 4168.395996
	Iteration 3F: 3 clusters Score -454480.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -454690.593750 Penalty: 4168.395996
	Iteration 4F: 3 clusters Score -454690.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -454857.250000 Penalty: 4168.395996
	Iteration 5Q: 3 clusters Score -454857.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -454989.968750 Penalty: 4168.395996
	Iteration 6Q: 3 clusters Score -454990 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -455105.250000 Penalty: 4168.395996
	Iteration 7Q: 3 clusters Score -455105.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -455199.156250 Penalty: 4168.395996
	Iteration 8Q: 3 clusters Score -455199.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -455297.781250 Penalty: 4168.395996
	Iteration 9Q: 3 clusters Score -455297.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -455384.000000 Penalty: 4168.395996
	Iteration 10Q: 3 clusters Score -455384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -455453.937500 Penalty: 4168.395996
	Iteration 11Q: 3 clusters Score -455453.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -455507.343750 Penalty: 4168.395996
	Iteration 12Q: 3 clusters Score -455507.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -455537.312500 Penalty: 4168.395996
	Iteration 13Q: 3 clusters Score -455537.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -455561.156250 Penalty: 4168.395996
	Iteration 14Q: 3 clusters Score -455561.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -455580.437500 Penalty: 4168.395996
	Iteration 15Q: 3 clusters Score -455580.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -455598.156250 Penalty: 4168.395996
	Iteration 16Q: 3 clusters Score -455598.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -455611.531250 Penalty: 4168.395996
	Iteration 17Q: 3 clusters Score -455611.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -455623.406250 Penalty: 4168.395996
	Iteration 18Q: 3 clusters Score -455623.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -455634.093750 Penalty: 4168.395996
	Iteration 19Q: 3 clusters Score -455634.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -455644.625000 Penalty: 4168.395996
	Iteration 20F: 3 clusters Score -455644.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -455655.218750 Penalty: 4168.395996
	Iteration 21Q: 3 clusters Score -455655.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -455662.687500 Penalty: 4168.395996
	Iteration 22Q: 3 clusters Score -455662.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -455669.781250 Penalty: 4168.395996
	Iteration 23Q: 3 clusters Score -455669.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -455673.562500 Penalty: 4168.395996
	Iteration 24Q: 3 clusters Score -455673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -455676.656250 Penalty: 4168.395996
	Iteration 25Q: 3 clusters Score -455676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -455677.968750 Penalty: 4168.395996
	Iteration 26Q: 3 clusters Score -455678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -455680.625000 Penalty: 4168.395996
	Iteration 27Q: 3 clusters Score -455680.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -455685.125000 Penalty: 4168.395996
	Iteration 28Q: 3 clusters Score -455685.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -455689.656250 Penalty: 4168.395996
	Iteration 29Q: 3 clusters Score -455689.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -455695.406250 Penalty: 4168.395996
	Iteration 30Q: 3 clusters Score -455695.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -455699.875000 Penalty: 4168.395996
	Iteration 31Q: 3 clusters Score -455699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -455703.718750 Penalty: 4168.395996
	Iteration 32Q: 3 clusters Score -455703.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -455708.250000 Penalty: 4168.395996
	Iteration 33Q: 3 clusters Score -455708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -455712.406250 Penalty: 4168.395996
	Iteration 34Q: 3 clusters Score -455712.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -455716.375000 Penalty: 4168.395996
	Iteration 35Q: 3 clusters Score -455716.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -455719.437500 Penalty: 4168.395996
	Iteration 36Q: 3 clusters Score -455719.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -455722.218750 Penalty: 4168.395996
	Iteration 37Q: 3 clusters Score -455722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -455721.687500 Penalty: 4168.395996
	Iteration 38Q: 3 clusters Score -455721.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -455723.375000 Penalty: 4168.395996
	Iteration 39Q: 3 clusters Score -455723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -455724.968750 Penalty: 4168.395996
	Iteration 40F: 3 clusters Score -455725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -455726.625000 Penalty: 4168.395996
	Iteration 41Q: 3 clusters Score -455726.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -455728.750000 Penalty: 4168.395996
	Iteration 42Q: 3 clusters Score -455728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -455732.343750 Penalty: 4168.395996
	Iteration 43Q: 3 clusters Score -455732.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -455737.406250 Penalty: 4168.395996
	Iteration 44Q: 3 clusters Score -455737.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -455742.781250 Penalty: 4168.395996
	Iteration 45Q: 3 clusters Score -455742.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -455748.062500 Penalty: 4168.395996
	Iteration 46Q: 3 clusters Score -455748.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -455750.343750 Penalty: 4168.395996
	Iteration 47Q: 3 clusters Score -455750.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -455751.687500 Penalty: 4168.395996
	Iteration 48Q: 3 clusters Score -455751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -455751.843750 Penalty: 4168.395996
	Iteration 49Q: 3 clusters Score -455751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -455752.656250 Penalty: 4168.395996
	Iteration 50Q: 3 clusters Score -455752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -455753.000000 Penalty: 4168.395996
	Iteration 51Q: 3 clusters Score -455753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -455754.281250 Penalty: 4168.395996
	Iteration 52Q: 3 clusters Score -455754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -455754.843750 Penalty: 4168.395996
	Iteration 53Q: 3 clusters Score -455754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -455755.250000 Penalty: 4168.395996
	Iteration 54Q: 3 clusters Score -455755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -455755.781250 Penalty: 4168.395996
	Iteration 55Q: 3 clusters Score -455755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -455756.343750 Penalty: 4168.395996
	Iteration 56Q: 3 clusters Score -455756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -455756.812500 Penalty: 4168.395996
	Iteration 57Q: 3 clusters Score -455756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -455757.500000 Penalty: 4168.395996
	Iteration 58Q: 3 clusters Score -455757.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -455757.500000 Penalty: 4168.395996
	Iteration 59F: 3 clusters Score -455757.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Entering Unmasked Estep 
Score: -1004639.500000 Penalty: 2252.038574
	Iteration 0F: 2 clusters Score -1004640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -997771.250000 Penalty: 4504.077148
	Iteration 0F: 3 clusters Score -997771.2 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1000109.625000 Penalty: 4504.077148
	Iteration 1F: 3 clusters Score -1000110 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1000687.000000 Penalty: 4504.077148
	Iteration 2F: 3 clusters Score -1000687 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1001070.312500 Penalty: 4504.077148
	Iteration 3F: 3 clusters Score -1001070 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1001355.312500 Penalty: 4504.077148
	Iteration 4F: 3 clusters Score -1001355 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1001606.000000 Penalty: 4504.077148
	Iteration 5F: 3 clusters Score -1001606 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1001822.562500 Penalty: 4504.077148
	Iteration 6Q: 3 clusters Score -1001823 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1002044.937500 Penalty: 4504.077148
	Iteration 7Q: 3 clusters Score -1002045 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1002280.125000 Penalty: 4504.077148
	Iteration 8Q: 3 clusters Score -1002280 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1002573.625000 Penalty: 4504.077148
	Iteration 9Q: 3 clusters Score -1002574 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1002987.250000 Penalty: 4504.077148
	Iteration 10Q: 3 clusters Score -1002987 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1003412.375000 Penalty: 4504.077148
	Iteration 11Q: 3 clusters Score -1003412 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1003817.312500 Penalty: 4504.077148
	Iteration 12Q: 3 clusters Score -1003817 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1004110.500000 Penalty: 4504.077148
	Iteration 13Q: 3 clusters Score -1004110 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1004276.500000 Penalty: 4504.077148
	Iteration 14Q: 3 clusters Score -1004276 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1004360.937500 Penalty: 4504.077148
	Iteration 15Q: 3 clusters Score -1004361 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1004406.000000 Penalty: 4504.077148
	Iteration 16Q: 3 clusters Score -1004406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1004435.312500 Penalty: 4504.077148
	Iteration 17Q: 3 clusters Score -1004435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1004451.125000 Penalty: 4504.077148
	Iteration 18Q: 3 clusters Score -1004451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1004460.312500 Penalty: 4504.077148
	Iteration 19Q: 3 clusters Score -1004460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1004468.500000 Penalty: 4504.077148
	Iteration 20F: 3 clusters Score -1004468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1004475.687500 Penalty: 4504.077148
	Iteration 21Q: 3 clusters Score -1004476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1004480.375000 Penalty: 4504.077148
	Iteration 22Q: 3 clusters Score -1004480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1004484.937500 Penalty: 4504.077148
	Iteration 23Q: 3 clusters Score -1004485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1004486.062500 Penalty: 4504.077148
	Iteration 24Q: 3 clusters Score -1004486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1004488.437500 Penalty: 4504.077148
	Iteration 25Q: 3 clusters Score -1004488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1004486.437500 Penalty: 4504.077148
	Iteration 26Q: 3 clusters Score -1004486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1004487.562500 Penalty: 4504.077148
	Iteration 27Q: 3 clusters Score -1004488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1004487.187500 Penalty: 4504.077148
	Iteration 28Q: 3 clusters Score -1004487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1004486.687500 Penalty: 4504.077148
	Iteration 29Q: 3 clusters Score -1004487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1004486.687500 Penalty: 4504.077148
	Iteration 30Q: 3 clusters Score -1004487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1004488.000000 Penalty: 4504.077148
	Iteration 31Q: 3 clusters Score -1004488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1004488.500000 Penalty: 4504.077148
	Iteration 32Q: 3 clusters Score -1004488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1004490.625000 Penalty: 4504.077148
	Iteration 33Q: 3 clusters Score -1004491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1004491.750000 Penalty: 4504.077148
	Iteration 34Q: 3 clusters Score -1004492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1004493.125000 Penalty: 4504.077148
	Iteration 35Q: 3 clusters Score -1004493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1004491.812500 Penalty: 4504.077148
	Iteration 36Q: 3 clusters Score -1004492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1004492.375000 Penalty: 4504.077148
	Iteration 37Q: 3 clusters Score -1004492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1004493.000000 Penalty: 4504.077148
	Iteration 38Q: 3 clusters Score -1004493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1004493.062500 Penalty: 4504.077148
	Iteration 39Q: 3 clusters Score -1004493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1004493.250000 Penalty: 4504.077148
	Iteration 40F: 3 clusters Score -1004493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -291736.031250 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -291736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -289133.656250 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -289133.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -289932.531250 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -289932.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -290413.687500 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -290413.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -290978.687500 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -290978.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -291344.281250 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -291344.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -291524.437500 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -291524.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -291611.562500 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -291611.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -291685.750000 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -291685.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -291732.031250 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -291732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -291759.468750 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -291759.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -291778.718750 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -291778.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -291806.093750 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -291806.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -291821.093750 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -291821.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -291839.250000 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -291839.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -291866.656250 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -291866.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -291884.656250 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -291884.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -291904.875000 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -291904.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -291919.281250 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -291919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -291925.750000 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -291925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -291929.062500 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -291929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -291932.843750 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -291932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -291936.343750 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -291936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -291936.343750 Penalty: 3778.896240
	Iteration 22F: 3 clusters Score -291936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 18000 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 1157 members 
Mstep: Class 7 contains 32547 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 10108 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188070 members 
Mstep: Class 13 contains 186869 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43275 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11551 members 
Mstep: Class 26 contains 51624 members 
Mstep: Class 27 contains 25614 members 
Mstep: Class 28 contains 52356 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10410 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175645 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41260 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2867 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6050 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34621 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25313 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9940 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 879 members 
Entering Unmasked Estep 
Score: -133759880.000000 Penalty: 260018.453125
Splitting cluster 6 changes total score from -133761280.000000 to -133759880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (32547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Entering Unmasked Estep 
Score: -3818846.000000 Penalty: 2576.829346
	Iteration 0F: 2 clusters Score -3818846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3796652.500000 Penalty: 5153.658691
	Iteration 0F: 3 clusters Score -3796652 nChanged 14726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3804675.250000 Penalty: 5153.658691
	Iteration 1F: 3 clusters Score -3804675 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -3805313.750000 Penalty: 5153.658691
	Iteration 2F: 3 clusters Score -3805314 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3805977.750000 Penalty: 5153.658691
	Iteration 3Q: 3 clusters Score -3805978 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3806807.500000 Penalty: 5153.658691
	Iteration 4F: 3 clusters Score -3806808 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3807920.500000 Penalty: 5153.658691
	Iteration 5F: 3 clusters Score -3807920 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3809472.250000 Penalty: 5153.658691
	Iteration 6F: 3 clusters Score -3809472 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3811323.000000 Penalty: 5153.658691
	Iteration 7F: 3 clusters Score -3811323 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3813216.000000 Penalty: 5153.658691
	Iteration 8F: 3 clusters Score -3813216 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3814723.500000 Penalty: 5153.658691
	Iteration 9Q: 3 clusters Score -3814724 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3815712.500000 Penalty: 5153.658691
	Iteration 10Q: 3 clusters Score -3815712 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3816215.750000 Penalty: 5153.658691
	Iteration 11Q: 3 clusters Score -3816216 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3816462.500000 Penalty: 5153.658691
	Iteration 12Q: 3 clusters Score -3816462 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3816614.000000 Penalty: 5153.658691
	Iteration 13Q: 3 clusters Score -3816614 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -3816707.500000 Penalty: 5153.658691
	Iteration 14Q: 3 clusters Score -3816708 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3816788.500000 Penalty: 5153.658691
	Iteration 15Q: 3 clusters Score -3816788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3816870.750000 Penalty: 5153.658691
	Iteration 16Q: 3 clusters Score -3816871 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3816924.750000 Penalty: 5153.658691
	Iteration 17Q: 3 clusters Score -3816925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -3816982.000000 Penalty: 5153.658691
	Iteration 18Q: 3 clusters Score -3816982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -3817007.250000 Penalty: 5153.658691
	Iteration 19Q: 3 clusters Score -3817007 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -3817064.250000 Penalty: 5153.658691
	Iteration 20F: 3 clusters Score -3817064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -3817093.250000 Penalty: 5153.658691
	Iteration 21Q: 3 clusters Score -3817093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -3817118.750000 Penalty: 5153.658691
	Iteration 22Q: 3 clusters Score -3817119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3817136.000000 Penalty: 5153.658691
	Iteration 23Q: 3 clusters Score -3817136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3817155.250000 Penalty: 5153.658691
	Iteration 24Q: 3 clusters Score -3817155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -3817174.250000 Penalty: 5153.658691
	Iteration 25Q: 3 clusters Score -3817174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -3817189.500000 Penalty: 5153.658691
	Iteration 26Q: 3 clusters Score -3817190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -3817197.250000 Penalty: 5153.658691
	Iteration 27Q: 3 clusters Score -3817197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3817220.750000 Penalty: 5153.658691
	Iteration 28Q: 3 clusters Score -3817221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -3817247.000000 Penalty: 5153.658691
	Iteration 29Q: 3 clusters Score -3817247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -3817258.750000 Penalty: 5153.658691
	Iteration 30Q: 3 clusters Score -3817259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3817283.500000 Penalty: 5153.658691
	Iteration 31Q: 3 clusters Score -3817284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -3817297.250000 Penalty: 5153.658691
	Iteration 32Q: 3 clusters Score -3817297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3817305.500000 Penalty: 5153.658691
	Iteration 33Q: 3 clusters Score -3817306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -3817313.500000 Penalty: 5153.658691
	Iteration 34Q: 3 clusters Score -3817314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -3817318.000000 Penalty: 5153.658691
	Iteration 35Q: 3 clusters Score -3817318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -3817317.500000 Penalty: 5153.658691
	Iteration 36Q: 3 clusters Score -3817318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -3817325.000000 Penalty: 5153.658691
	Iteration 37Q: 3 clusters Score -3817325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -3817330.250000 Penalty: 5153.658691
	Iteration 38Q: 3 clusters Score -3817330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -3817338.250000 Penalty: 5153.658691
	Iteration 39Q: 3 clusters Score -3817338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -3817339.250000 Penalty: 5153.658691
	Iteration 40F: 3 clusters Score -3817339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -3817343.250000 Penalty: 5153.658691
	Iteration 41Q: 3 clusters Score -3817343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3817348.250000 Penalty: 5153.658691
	Iteration 42Q: 3 clusters Score -3817348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3817348.250000 Penalty: 5153.658691
	Iteration 43F: 3 clusters Score -3817348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Entering Unmasked Estep 
Score: -1149045.625000 Penalty: 2283.045898
	Iteration 0F: 2 clusters Score -1149046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1141430.375000 Penalty: 4566.091797
	Iteration 0F: 3 clusters Score -1141430 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1143651.375000 Penalty: 4566.091797
	Iteration 1F: 3 clusters Score -1143651 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1144019.875000 Penalty: 4566.091797
	Iteration 2F: 3 clusters Score -1144020 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1144287.250000 Penalty: 4566.091797
	Iteration 3F: 3 clusters Score -1144287 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1144489.125000 Penalty: 4566.091797
	Iteration 4Q: 3 clusters Score -1144489 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1144668.750000 Penalty: 4566.091797
	Iteration 5Q: 3 clusters Score -1144669 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1144851.125000 Penalty: 4566.091797
	Iteration 6Q: 3 clusters Score -1144851 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1145010.250000 Penalty: 4566.091797
	Iteration 7Q: 3 clusters Score -1145010 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1145148.125000 Penalty: 4566.091797
	Iteration 8Q: 3 clusters Score -1145148 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1145269.000000 Penalty: 4566.091797
	Iteration 9Q: 3 clusters Score -1145269 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1145398.000000 Penalty: 4566.091797
	Iteration 10Q: 3 clusters Score -1145398 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1145569.875000 Penalty: 4566.091797
	Iteration 11Q: 3 clusters Score -1145570 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1145784.250000 Penalty: 4566.091797
	Iteration 12Q: 3 clusters Score -1145784 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1145987.000000 Penalty: 4566.091797
	Iteration 13Q: 3 clusters Score -1145987 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1146232.375000 Penalty: 4566.091797
	Iteration 14Q: 3 clusters Score -1146232 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1146514.375000 Penalty: 4566.091797
	Iteration 15Q: 3 clusters Score -1146514 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1146805.125000 Penalty: 4566.091797
	Iteration 16Q: 3 clusters Score -1146805 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1147073.000000 Penalty: 4566.091797
	Iteration 17Q: 3 clusters Score -1147073 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1147300.625000 Penalty: 4566.091797
	Iteration 18Q: 3 clusters Score -1147301 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1147516.875000 Penalty: 4566.091797
	Iteration 19Q: 3 clusters Score -1147517 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1147696.625000 Penalty: 4566.091797
	Iteration 20F: 3 clusters Score -1147697 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1147816.625000 Penalty: 4566.091797
	Iteration 21Q: 3 clusters Score -1147817 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1147905.750000 Penalty: 4566.091797
	Iteration 22Q: 3 clusters Score -1147906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1147962.500000 Penalty: 4566.091797
	Iteration 23Q: 3 clusters Score -1147962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1148003.125000 Penalty: 4566.091797
	Iteration 24Q: 3 clusters Score -1148003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1148034.750000 Penalty: 4566.091797
	Iteration 25Q: 3 clusters Score -1148035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1148062.625000 Penalty: 4566.091797
	Iteration 26Q: 3 clusters Score -1148063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1148084.250000 Penalty: 4566.091797
	Iteration 27Q: 3 clusters Score -1148084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1148118.250000 Penalty: 4566.091797
	Iteration 28Q: 3 clusters Score -1148118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1148136.000000 Penalty: 4566.091797
	Iteration 29Q: 3 clusters Score -1148136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1148150.375000 Penalty: 4566.091797
	Iteration 30Q: 3 clusters Score -1148150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1148160.250000 Penalty: 4566.091797
	Iteration 31Q: 3 clusters Score -1148160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1148168.750000 Penalty: 4566.091797
	Iteration 32Q: 3 clusters Score -1148169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1148169.250000 Penalty: 4566.091797
	Iteration 33Q: 3 clusters Score -1148169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1148179.625000 Penalty: 4566.091797
	Iteration 34Q: 3 clusters Score -1148180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1148179.750000 Penalty: 4566.091797
	Iteration 35Q: 3 clusters Score -1148180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1148182.500000 Penalty: 4566.091797
	Iteration 36Q: 3 clusters Score -1148182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1148182.125000 Penalty: 4566.091797
	Iteration 37Q: 3 clusters Score -1148182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1148183.250000 Penalty: 4566.091797
	Iteration 38Q: 3 clusters Score -1148183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1148185.375000 Penalty: 4566.091797
	Iteration 39Q: 3 clusters Score -1148185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1148190.625000 Penalty: 4566.091797
	Iteration 40F: 3 clusters Score -1148191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1148195.625000 Penalty: 4566.091797
	Iteration 41Q: 3 clusters Score -1148196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1148203.500000 Penalty: 4566.091797
	Iteration 42Q: 3 clusters Score -1148204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1148209.250000 Penalty: 4566.091797
	Iteration 43Q: 3 clusters Score -1148209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1148216.625000 Penalty: 4566.091797
	Iteration 44Q: 3 clusters Score -1148217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1148224.125000 Penalty: 4566.091797
	Iteration 45Q: 3 clusters Score -1148224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1148223.125000 Penalty: 4566.091797
	Iteration 46Q: 3 clusters Score -1148223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1148227.125000 Penalty: 4566.091797
	Iteration 47Q: 3 clusters Score -1148227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1148231.000000 Penalty: 4566.091797
	Iteration 48Q: 3 clusters Score -1148231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1148228.375000 Penalty: 4566.091797
	Iteration 49Q: 3 clusters Score -1148228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1148229.875000 Penalty: 4566.091797
	Iteration 50Q: 3 clusters Score -1148230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1148229.875000 Penalty: 4566.091797
	Iteration 51F: 3 clusters Score -1148230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Entering Unmasked Estep 
Score: -1176735.625000 Penalty: 2286.828613
	Iteration 0F: 2 clusters Score -1176736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1169004.750000 Penalty: 4573.657227
	Iteration 0F: 3 clusters Score -1169005 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1171178.125000 Penalty: 4573.657227
	Iteration 1F: 3 clusters Score -1171178 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1171471.500000 Penalty: 4573.657227
	Iteration 2F: 3 clusters Score -1171472 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1171720.375000 Penalty: 4573.657227
	Iteration 3F: 3 clusters Score -1171720 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1171942.000000 Penalty: 4573.657227
	Iteration 4Q: 3 clusters Score -1171942 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1172147.000000 Penalty: 4573.657227
	Iteration 5Q: 3 clusters Score -1172147 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1172346.250000 Penalty: 4573.657227
	Iteration 6Q: 3 clusters Score -1172346 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1172561.250000 Penalty: 4573.657227
	Iteration 7Q: 3 clusters Score -1172561 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1172815.125000 Penalty: 4573.657227
	Iteration 8Q: 3 clusters Score -1172815 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1173027.125000 Penalty: 4573.657227
	Iteration 9Q: 3 clusters Score -1173027 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1173229.875000 Penalty: 4573.657227
	Iteration 10Q: 3 clusters Score -1173230 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1173377.000000 Penalty: 4573.657227
	Iteration 11Q: 3 clusters Score -1173377 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1173481.000000 Penalty: 4573.657227
	Iteration 12Q: 3 clusters Score -1173481 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1173570.625000 Penalty: 4573.657227
	Iteration 13Q: 3 clusters Score -1173571 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1173647.625000 Penalty: 4573.657227
	Iteration 14Q: 3 clusters Score -1173648 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1173710.250000 Penalty: 4573.657227
	Iteration 15Q: 3 clusters Score -1173710 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1173761.875000 Penalty: 4573.657227
	Iteration 16Q: 3 clusters Score -1173762 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1173806.250000 Penalty: 4573.657227
	Iteration 17Q: 3 clusters Score -1173806 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1173849.375000 Penalty: 4573.657227
	Iteration 18Q: 3 clusters Score -1173849 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1173883.375000 Penalty: 4573.657227
	Iteration 19Q: 3 clusters Score -1173883 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1173919.875000 Penalty: 4573.657227
	Iteration 20F: 3 clusters Score -1173920 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1173948.875000 Penalty: 4573.657227
	Iteration 21Q: 3 clusters Score -1173949 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1173982.125000 Penalty: 4573.657227
	Iteration 22Q: 3 clusters Score -1173982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1174018.000000 Penalty: 4573.657227
	Iteration 23Q: 3 clusters Score -1174018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1174058.250000 Penalty: 4573.657227
	Iteration 24Q: 3 clusters Score -1174058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1174092.000000 Penalty: 4573.657227
	Iteration 25Q: 3 clusters Score -1174092 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1174131.250000 Penalty: 4573.657227
	Iteration 26Q: 3 clusters Score -1174131 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1174171.625000 Penalty: 4573.657227
	Iteration 27Q: 3 clusters Score -1174172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1174208.000000 Penalty: 4573.657227
	Iteration 28Q: 3 clusters Score -1174208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1174244.750000 Penalty: 4573.657227
	Iteration 29Q: 3 clusters Score -1174245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1174266.500000 Penalty: 4573.657227
	Iteration 30Q: 3 clusters Score -1174266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1174286.125000 Penalty: 4573.657227
	Iteration 31Q: 3 clusters Score -1174286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1174312.125000 Penalty: 4573.657227
	Iteration 32Q: 3 clusters Score -1174312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1174339.250000 Penalty: 4573.657227
	Iteration 33Q: 3 clusters Score -1174339 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1174359.750000 Penalty: 4573.657227
	Iteration 34Q: 3 clusters Score -1174360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1174377.250000 Penalty: 4573.657227
	Iteration 35Q: 3 clusters Score -1174377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1174399.625000 Penalty: 4573.657227
	Iteration 36Q: 3 clusters Score -1174400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1174419.000000 Penalty: 4573.657227
	Iteration 37Q: 3 clusters Score -1174419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1174425.250000 Penalty: 4573.657227
	Iteration 38Q: 3 clusters Score -1174425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1174442.250000 Penalty: 4573.657227
	Iteration 39Q: 3 clusters Score -1174442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1174455.625000 Penalty: 4573.657227
	Iteration 40F: 3 clusters Score -1174456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1174471.250000 Penalty: 4573.657227
	Iteration 41Q: 3 clusters Score -1174471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1174491.375000 Penalty: 4573.657227
	Iteration 42Q: 3 clusters Score -1174491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1174511.500000 Penalty: 4573.657227
	Iteration 43Q: 3 clusters Score -1174512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1174537.875000 Penalty: 4573.657227
	Iteration 44Q: 3 clusters Score -1174538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1174564.500000 Penalty: 4573.657227
	Iteration 45Q: 3 clusters Score -1174564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1174603.875000 Penalty: 4573.657227
	Iteration 46Q: 3 clusters Score -1174604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1174625.000000 Penalty: 4573.657227
	Iteration 47Q: 3 clusters Score -1174625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1174650.125000 Penalty: 4573.657227
	Iteration 48Q: 3 clusters Score -1174650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1174672.000000 Penalty: 4573.657227
	Iteration 49Q: 3 clusters Score -1174672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1174690.500000 Penalty: 4573.657227
	Iteration 50Q: 3 clusters Score -1174690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1174706.625000 Penalty: 4573.657227
	Iteration 51Q: 3 clusters Score -1174707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1174717.250000 Penalty: 4573.657227
	Iteration 52Q: 3 clusters Score -1174717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1174732.625000 Penalty: 4573.657227
	Iteration 53Q: 3 clusters Score -1174733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1174741.625000 Penalty: 4573.657227
	Iteration 54Q: 3 clusters Score -1174742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1174746.750000 Penalty: 4573.657227
	Iteration 55Q: 3 clusters Score -1174747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1174749.875000 Penalty: 4573.657227
	Iteration 56Q: 3 clusters Score -1174750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1174758.000000 Penalty: 4573.657227
	Iteration 57Q: 3 clusters Score -1174758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1174760.000000 Penalty: 4573.657227
	Iteration 58Q: 3 clusters Score -1174760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1174762.250000 Penalty: 4573.657227
	Iteration 59Q: 3 clusters Score -1174762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1174764.250000 Penalty: 4573.657227
	Iteration 60F: 3 clusters Score -1174764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1174764.750000 Penalty: 4573.657227
	Iteration 61Q: 3 clusters Score -1174765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1174764.125000 Penalty: 4573.657227
	Iteration 62Q: 3 clusters Score -1174764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1174764.500000 Penalty: 4573.657227
	Iteration 63Q: 3 clusters Score -1174764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1174766.750000 Penalty: 4573.657227
	Iteration 64Q: 3 clusters Score -1174767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1174766.125000 Penalty: 4573.657227
	Iteration 65Q: 3 clusters Score -1174766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1174768.250000 Penalty: 4573.657227
	Iteration 66Q: 3 clusters Score -1174768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1174769.000000 Penalty: 4573.657227
	Iteration 67Q: 3 clusters Score -1174769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1174771.375000 Penalty: 4573.657227
	Iteration 68Q: 3 clusters Score -1174771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1174773.875000 Penalty: 4573.657227
	Iteration 69Q: 3 clusters Score -1174774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1174775.125000 Penalty: 4573.657227
	Iteration 70Q: 3 clusters Score -1174775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1174774.250000 Penalty: 4573.657227
	Iteration 71Q: 3 clusters Score -1174774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1174778.375000 Penalty: 4573.657227
	Iteration 72Q: 3 clusters Score -1174778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1174780.500000 Penalty: 4573.657227
	Iteration 73Q: 3 clusters Score -1174780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1174783.625000 Penalty: 4573.657227
	Iteration 74Q: 3 clusters Score -1174784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1174784.625000 Penalty: 4573.657227
	Iteration 75Q: 3 clusters Score -1174785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1174783.875000 Penalty: 4573.657227
	Iteration 76Q: 3 clusters Score -1174784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1174785.750000 Penalty: 4573.657227
	Iteration 77Q: 3 clusters Score -1174786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1174786.000000 Penalty: 4573.657227
	Iteration 78Q: 3 clusters Score -1174786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1174786.000000 Penalty: 4573.657227
	Iteration 79F: 3 clusters Score -1174786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -571159.625000 Penalty: 2111.966064
	Iteration 0F: 2 clusters Score -571159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -566649.750000 Penalty: 4223.932129
	Iteration 0F: 3 clusters Score -566649.8 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -567797.250000 Penalty: 4223.932129
	Iteration 1F: 3 clusters Score -567797.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -568058.437500 Penalty: 4223.932129
	Iteration 2F: 3 clusters Score -568058.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -568235.937500 Penalty: 4223.932129
	Iteration 3F: 3 clusters Score -568235.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -568358.500000 Penalty: 4223.932129
	Iteration 4Q: 3 clusters Score -568358.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -568435.187500 Penalty: 4223.932129
	Iteration 5Q: 3 clusters Score -568435.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -568493.062500 Penalty: 4223.932129
	Iteration 6Q: 3 clusters Score -568493.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -568537.937500 Penalty: 4223.932129
	Iteration 7Q: 3 clusters Score -568537.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -568572.000000 Penalty: 4223.932129
	Iteration 8Q: 3 clusters Score -568572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -568595.187500 Penalty: 4223.932129
	Iteration 9Q: 3 clusters Score -568595.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -568622.250000 Penalty: 4223.932129
	Iteration 10Q: 3 clusters Score -568622.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -568652.625000 Penalty: 4223.932129
	Iteration 11Q: 3 clusters Score -568652.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -568689.500000 Penalty: 4223.932129
	Iteration 12Q: 3 clusters Score -568689.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -568726.875000 Penalty: 4223.932129
	Iteration 13Q: 3 clusters Score -568726.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -568758.562500 Penalty: 4223.932129
	Iteration 14Q: 3 clusters Score -568758.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -568783.437500 Penalty: 4223.932129
	Iteration 15Q: 3 clusters Score -568783.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -568806.812500 Penalty: 4223.932129
	Iteration 16Q: 3 clusters Score -568806.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -568830.062500 Penalty: 4223.932129
	Iteration 17Q: 3 clusters Score -568830.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -568851.812500 Penalty: 4223.932129
	Iteration 18Q: 3 clusters Score -568851.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -568882.187500 Penalty: 4223.932129
	Iteration 19Q: 3 clusters Score -568882.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -568907.500000 Penalty: 4223.932129
	Iteration 20F: 3 clusters Score -568907.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -568944.125000 Penalty: 4223.932129
	Iteration 21Q: 3 clusters Score -568944.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -568985.562500 Penalty: 4223.932129
	Iteration 22Q: 3 clusters Score -568985.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -569028.625000 Penalty: 4223.932129
	Iteration 23Q: 3 clusters Score -569028.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -569065.187500 Penalty: 4223.932129
	Iteration 24Q: 3 clusters Score -569065.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -569105.062500 Penalty: 4223.932129
	Iteration 25Q: 3 clusters Score -569105.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -569148.312500 Penalty: 4223.932129
	Iteration 26Q: 3 clusters Score -569148.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -569204.625000 Penalty: 4223.932129
	Iteration 27Q: 3 clusters Score -569204.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -569266.312500 Penalty: 4223.932129
	Iteration 28Q: 3 clusters Score -569266.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -569331.812500 Penalty: 4223.932129
	Iteration 29Q: 3 clusters Score -569331.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -569393.875000 Penalty: 4223.932129
	Iteration 30Q: 3 clusters Score -569393.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -569475.375000 Penalty: 4223.932129
	Iteration 31Q: 3 clusters Score -569475.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -569576.875000 Penalty: 4223.932129
	Iteration 32Q: 3 clusters Score -569576.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -569664.937500 Penalty: 4223.932129
	Iteration 33Q: 3 clusters Score -569664.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -569759.000000 Penalty: 4223.932129
	Iteration 34Q: 3 clusters Score -569759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -569829.625000 Penalty: 4223.932129
	Iteration 35Q: 3 clusters Score -569829.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -569867.250000 Penalty: 4223.932129
	Iteration 36Q: 3 clusters Score -569867.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -569881.562500 Penalty: 4223.932129
	Iteration 37Q: 3 clusters Score -569881.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -569890.562500 Penalty: 4223.932129
	Iteration 38Q: 3 clusters Score -569890.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -569900.187500 Penalty: 4223.932129
	Iteration 39Q: 3 clusters Score -569900.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -569906.000000 Penalty: 4223.932129
	Iteration 40F: 3 clusters Score -569906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -569908.500000 Penalty: 4223.932129
	Iteration 41Q: 3 clusters Score -569908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -569910.125000 Penalty: 4223.932129
	Iteration 42Q: 3 clusters Score -569910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -569911.500000 Penalty: 4223.932129
	Iteration 43Q: 3 clusters Score -569911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -569914.125000 Penalty: 4223.932129
	Iteration 44Q: 3 clusters Score -569914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -569914.125000 Penalty: 4223.932129
	Iteration 45F: 3 clusters Score -569914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Entering Unmasked Estep 
Score: -646438.062500 Penalty: 2141.562256
	Iteration 0F: 2 clusters Score -646438.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -641478.000000 Penalty: 4283.124512
	Iteration 0F: 3 clusters Score -641478 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -642720.187500 Penalty: 4283.124512
	Iteration 1F: 3 clusters Score -642720.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -642940.000000 Penalty: 4283.124512
	Iteration 2F: 3 clusters Score -642940 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -643085.812500 Penalty: 4283.124512
	Iteration 3F: 3 clusters Score -643085.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -643174.187500 Penalty: 4283.124512
	Iteration 4Q: 3 clusters Score -643174.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -643247.250000 Penalty: 4283.124512
	Iteration 5Q: 3 clusters Score -643247.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -643320.125000 Penalty: 4283.124512
	Iteration 6Q: 3 clusters Score -643320.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -643393.625000 Penalty: 4283.124512
	Iteration 7Q: 3 clusters Score -643393.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -643462.000000 Penalty: 4283.124512
	Iteration 8Q: 3 clusters Score -643462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -643518.312500 Penalty: 4283.124512
	Iteration 9Q: 3 clusters Score -643518.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -643576.562500 Penalty: 4283.124512
	Iteration 10Q: 3 clusters Score -643576.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -643648.500000 Penalty: 4283.124512
	Iteration 11Q: 3 clusters Score -643648.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -643716.625000 Penalty: 4283.124512
	Iteration 12Q: 3 clusters Score -643716.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -643787.250000 Penalty: 4283.124512
	Iteration 13Q: 3 clusters Score -643787.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -643868.750000 Penalty: 4283.124512
	Iteration 14Q: 3 clusters Score -643868.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -643931.750000 Penalty: 4283.124512
	Iteration 15Q: 3 clusters Score -643931.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -643994.125000 Penalty: 4283.124512
	Iteration 16Q: 3 clusters Score -643994.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -644054.625000 Penalty: 4283.124512
	Iteration 17Q: 3 clusters Score -644054.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -644108.375000 Penalty: 4283.124512
	Iteration 18Q: 3 clusters Score -644108.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -644167.437500 Penalty: 4283.124512
	Iteration 19Q: 3 clusters Score -644167.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -644217.062500 Penalty: 4283.124512
	Iteration 20F: 3 clusters Score -644217.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -644255.125000 Penalty: 4283.124512
	Iteration 21Q: 3 clusters Score -644255.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -644300.375000 Penalty: 4283.124512
	Iteration 22Q: 3 clusters Score -644300.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -644338.625000 Penalty: 4283.124512
	Iteration 23Q: 3 clusters Score -644338.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -644368.000000 Penalty: 4283.124512
	Iteration 24Q: 3 clusters Score -644368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -644392.000000 Penalty: 4283.124512
	Iteration 25Q: 3 clusters Score -644392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -644405.000000 Penalty: 4283.124512
	Iteration 26Q: 3 clusters Score -644405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -644413.250000 Penalty: 4283.124512
	Iteration 27Q: 3 clusters Score -644413.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -644420.937500 Penalty: 4283.124512
	Iteration 28Q: 3 clusters Score -644420.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -644426.250000 Penalty: 4283.124512
	Iteration 29Q: 3 clusters Score -644426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -644431.375000 Penalty: 4283.124512
	Iteration 30Q: 3 clusters Score -644431.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -644439.062500 Penalty: 4283.124512
	Iteration 31Q: 3 clusters Score -644439.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -644446.750000 Penalty: 4283.124512
	Iteration 32Q: 3 clusters Score -644446.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -644448.875000 Penalty: 4283.124512
	Iteration 33Q: 3 clusters Score -644448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -644455.937500 Penalty: 4283.124512
	Iteration 34Q: 3 clusters Score -644455.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -644463.062500 Penalty: 4283.124512
	Iteration 35Q: 3 clusters Score -644463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -644468.812500 Penalty: 4283.124512
	Iteration 36Q: 3 clusters Score -644468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -644471.937500 Penalty: 4283.124512
	Iteration 37Q: 3 clusters Score -644471.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -644477.312500 Penalty: 4283.124512
	Iteration 38Q: 3 clusters Score -644477.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -644482.875000 Penalty: 4283.124512
	Iteration 39Q: 3 clusters Score -644482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -644488.937500 Penalty: 4283.124512
	Iteration 40F: 3 clusters Score -644488.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -644496.875000 Penalty: 4283.124512
	Iteration 41Q: 3 clusters Score -644496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -644499.750000 Penalty: 4283.124512
	Iteration 42Q: 3 clusters Score -644499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -644504.187500 Penalty: 4283.124512
	Iteration 43Q: 3 clusters Score -644504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -644506.500000 Penalty: 4283.124512
	Iteration 44Q: 3 clusters Score -644506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -644508.500000 Penalty: 4283.124512
	Iteration 45Q: 3 clusters Score -644508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -644509.187500 Penalty: 4283.124512
	Iteration 46Q: 3 clusters Score -644509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -644510.250000 Penalty: 4283.124512
	Iteration 47Q: 3 clusters Score -644510.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -644510.250000 Penalty: 4283.124512
	Iteration 48F: 3 clusters Score -644510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (188070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188070 members 
Entering Unmasked Estep 
Score: -21957068.000000 Penalty: 3011.853271
	Iteration 0F: 2 clusters Score -2.195707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -21833572.000000 Penalty: 6023.706543
	Iteration 0F: 3 clusters Score -2.183357e+07 nChanged 90100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -21886268.000000 Penalty: 6023.706543
	Iteration 1F: 3 clusters Score -2.188627e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94418 members 
Mstep: Class 2 contains 93652 members 
Entering Unmasked Estep 
Score: -21887172.000000 Penalty: 6023.706543
	Iteration 2Q: 3 clusters Score -2.188717e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94718 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -21888200.000000 Penalty: 6023.706543
	Iteration 3Q: 3 clusters Score -2.18882e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -21889328.000000 Penalty: 6023.706543
	Iteration 4Q: 3 clusters Score -2.188933e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -21890818.000000 Penalty: 6023.706543
	Iteration 5Q: 3 clusters Score -2.189082e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96565 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -21892734.000000 Penalty: 6023.706543
	Iteration 6Q: 3 clusters Score -2.189273e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -21895432.000000 Penalty: 6023.706543
	Iteration 7Q: 3 clusters Score -2.189543e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99083 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -21899040.000000 Penalty: 6023.706543
	Iteration 8Q: 3 clusters Score -2.189904e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -21904070.000000 Penalty: 6023.706543
	Iteration 9Q: 3 clusters Score -2.190407e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -21910766.000000 Penalty: 6023.706543
	Iteration 10F: 3 clusters Score -2.191077e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -21918870.000000 Penalty: 6023.706543
	Iteration 11F: 3 clusters Score -2.191887e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105156 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -21925788.000000 Penalty: 6023.706543
	Iteration 12F: 3 clusters Score -2.192579e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105822 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -21930024.000000 Penalty: 6023.706543
	Iteration 13Q: 3 clusters Score -2.193002e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106095 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -21932028.000000 Penalty: 6023.706543
	Iteration 14Q: 3 clusters Score -2.193203e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -21933332.000000 Penalty: 6023.706543
	Iteration 15Q: 3 clusters Score -2.193333e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -21934402.000000 Penalty: 6023.706543
	Iteration 16Q: 3 clusters Score -2.19344e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -21935422.000000 Penalty: 6023.706543
	Iteration 17Q: 3 clusters Score -2.193542e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104923 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -21936538.000000 Penalty: 6023.706543
	Iteration 18Q: 3 clusters Score -2.193654e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104107 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -21937600.000000 Penalty: 6023.706543
	Iteration 19Q: 3 clusters Score -2.19376e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -21938724.000000 Penalty: 6023.706543
	Iteration 20F: 3 clusters Score -2.193872e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -21940080.000000 Penalty: 6023.706543
	Iteration 21Q: 3 clusters Score -2.194008e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -21941176.000000 Penalty: 6023.706543
	Iteration 22Q: 3 clusters Score -2.194118e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -21942328.000000 Penalty: 6023.706543
	Iteration 23Q: 3 clusters Score -2.194233e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -21943522.000000 Penalty: 6023.706543
	Iteration 24Q: 3 clusters Score -2.194352e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -21944628.000000 Penalty: 6023.706543
	Iteration 25Q: 3 clusters Score -2.194463e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -21945396.000000 Penalty: 6023.706543
	Iteration 26Q: 3 clusters Score -2.19454e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 94385 members 
Entering Unmasked Estep 
Score: -21946282.000000 Penalty: 6023.706543
	Iteration 27Q: 3 clusters Score -2.194628e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -21947124.000000 Penalty: 6023.706543
	Iteration 28Q: 3 clusters Score -2.194712e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -21947904.000000 Penalty: 6023.706543
	Iteration 29Q: 3 clusters Score -2.19479e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -21948462.000000 Penalty: 6023.706543
	Iteration 30Q: 3 clusters Score -2.194846e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 99101 members 
Entering Unmasked Estep 
Score: -21948992.000000 Penalty: 6023.706543
	Iteration 31Q: 3 clusters Score -2.194899e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -21949384.000000 Penalty: 6023.706543
	Iteration 32Q: 3 clusters Score -2.194938e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -21949722.000000 Penalty: 6023.706543
	Iteration 33Q: 3 clusters Score -2.194972e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 101755 members 
Entering Unmasked Estep 
Score: -21950034.000000 Penalty: 6023.706543
	Iteration 34Q: 3 clusters Score -2.195003e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -21950264.000000 Penalty: 6023.706543
	Iteration 35Q: 3 clusters Score -2.195026e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 103092 members 
Entering Unmasked Estep 
Score: -21950348.000000 Penalty: 6023.706543
	Iteration 36Q: 3 clusters Score -2.195035e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -21950412.000000 Penalty: 6023.706543
	Iteration 37Q: 3 clusters Score -2.195041e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -21950676.000000 Penalty: 6023.706543
	Iteration 38Q: 3 clusters Score -2.195068e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -21950748.000000 Penalty: 6023.706543
	Iteration 39Q: 3 clusters Score -2.195075e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -21950852.000000 Penalty: 6023.706543
	Iteration 40F: 3 clusters Score -2.195085e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 105475 members 
Entering Unmasked Estep 
Score: -21950916.000000 Penalty: 6023.706543
	Iteration 41Q: 3 clusters Score -2.195092e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -21950964.000000 Penalty: 6023.706543
	Iteration 42Q: 3 clusters Score -2.195096e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -21950968.000000 Penalty: 6023.706543
	Iteration 43Q: 3 clusters Score -2.195097e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -21950946.000000 Penalty: 6023.706543
	Iteration 44Q: 3 clusters Score -2.195095e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -21950866.000000 Penalty: 6023.706543
	Iteration 45Q: 3 clusters Score -2.195087e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -21950822.000000 Penalty: 6023.706543
	Iteration 46Q: 3 clusters Score -2.195082e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -21950810.000000 Penalty: 6023.706543
	Iteration 47Q: 3 clusters Score -2.195081e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -21950828.000000 Penalty: 6023.706543
	Iteration 48Q: 3 clusters Score -2.195083e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 107779 members 
Entering Unmasked Estep 
Score: -21950910.000000 Penalty: 6023.706543
	Iteration 49Q: 3 clusters Score -2.195091e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 107975 members 
Entering Unmasked Estep 
Score: -21950928.000000 Penalty: 6023.706543
	Iteration 50Q: 3 clusters Score -2.195093e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -21950962.000000 Penalty: 6023.706543
	Iteration 51Q: 3 clusters Score -2.195096e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -21950976.000000 Penalty: 6023.706543
	Iteration 52Q: 3 clusters Score -2.195098e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 108571 members 
Entering Unmasked Estep 
Score: -21950976.000000 Penalty: 6023.706543
	Iteration 53Q: 3 clusters Score -2.195098e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -21950954.000000 Penalty: 6023.706543
	Iteration 54Q: 3 clusters Score -2.195095e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 108980 members 
Entering Unmasked Estep 
Score: -21950958.000000 Penalty: 6023.706543
	Iteration 55Q: 3 clusters Score -2.195096e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 109195 members 
Entering Unmasked Estep 
Score: -21950964.000000 Penalty: 6023.706543
	Iteration 56Q: 3 clusters Score -2.195096e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 109410 members 
Entering Unmasked Estep 
Score: -21950898.000000 Penalty: 6023.706543
	Iteration 57Q: 3 clusters Score -2.19509e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -21950936.000000 Penalty: 6023.706543
	Iteration 58Q: 3 clusters Score -2.195094e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 109799 members 
Entering Unmasked Estep 
Score: -21950872.000000 Penalty: 6023.706543
	Iteration 59Q: 3 clusters Score -2.195087e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 110004 members 
Entering Unmasked Estep 
Score: -21950924.000000 Penalty: 6023.706543
	Iteration 60F: 3 clusters Score -2.195092e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 110186 members 
Entering Unmasked Estep 
Score: -21950944.000000 Penalty: 6023.706543
	Iteration 61Q: 3 clusters Score -2.195094e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 110379 members 
Entering Unmasked Estep 
Score: -21950990.000000 Penalty: 6023.706543
	Iteration 62Q: 3 clusters Score -2.195099e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 110579 members 
Entering Unmasked Estep 
Score: -21950978.000000 Penalty: 6023.706543
	Iteration 63Q: 3 clusters Score -2.195098e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -21950984.000000 Penalty: 6023.706543
	Iteration 64Q: 3 clusters Score -2.195098e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 110963 members 
Entering Unmasked Estep 
Score: -21951004.000000 Penalty: 6023.706543
	Iteration 65Q: 3 clusters Score -2.1951e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 111163 members 
Entering Unmasked Estep 
Score: -21950972.000000 Penalty: 6023.706543
	Iteration 66Q: 3 clusters Score -2.195097e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 111345 members 
Entering Unmasked Estep 
Score: -21950912.000000 Penalty: 6023.706543
	Iteration 67Q: 3 clusters Score -2.195091e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 111518 members 
Entering Unmasked Estep 
Score: -21950976.000000 Penalty: 6023.706543
	Iteration 68Q: 3 clusters Score -2.195098e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 111691 members 
Entering Unmasked Estep 
Score: -21950946.000000 Penalty: 6023.706543
	Iteration 69Q: 3 clusters Score -2.195095e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -21950912.000000 Penalty: 6023.706543
	Iteration 70Q: 3 clusters Score -2.195091e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 112050 members 
Entering Unmasked Estep 
Score: -21950872.000000 Penalty: 6023.706543
	Iteration 71Q: 3 clusters Score -2.195087e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 112246 members 
Entering Unmasked Estep 
Score: -21950878.000000 Penalty: 6023.706543
	Iteration 72Q: 3 clusters Score -2.195088e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 112462 members 
Entering Unmasked Estep 
Score: -21950914.000000 Penalty: 6023.706543
	Iteration 73Q: 3 clusters Score -2.195091e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 112680 members 
Entering Unmasked Estep 
Score: -21950946.000000 Penalty: 6023.706543
	Iteration 74Q: 3 clusters Score -2.195095e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 112869 members 
Entering Unmasked Estep 
Score: -21950980.000000 Penalty: 6023.706543
	Iteration 75Q: 3 clusters Score -2.195098e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -21950944.000000 Penalty: 6023.706543
	Iteration 76Q: 3 clusters Score -2.195094e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -21950934.000000 Penalty: 6023.706543
	Iteration 77Q: 3 clusters Score -2.195093e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 113356 members 
Entering Unmasked Estep 
Score: -21950930.000000 Penalty: 6023.706543
	Iteration 78Q: 3 clusters Score -2.195093e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
Score: -21950932.000000 Penalty: 6023.706543
	Iteration 79Q: 3 clusters Score -2.195093e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -21950940.000000 Penalty: 6023.706543
	Iteration 80F: 3 clusters Score -2.195094e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 113844 members 
Entering Unmasked Estep 
Score: -21950944.000000 Penalty: 6023.706543
	Iteration 81Q: 3 clusters Score -2.195094e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 114006 members 
Entering Unmasked Estep 
Score: -21950956.000000 Penalty: 6023.706543
	Iteration 82Q: 3 clusters Score -2.195096e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73899 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -21950978.000000 Penalty: 6023.706543
	Iteration 83Q: 3 clusters Score -2.195098e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 114344 members 
Entering Unmasked Estep 
Score: -21951018.000000 Penalty: 6023.706543
	Iteration 84Q: 3 clusters Score -2.195102e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 114522 members 
Entering Unmasked Estep 
Score: -21951018.000000 Penalty: 6023.706543
	Iteration 85Q: 3 clusters Score -2.195102e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -21951050.000000 Penalty: 6023.706543
	Iteration 86Q: 3 clusters Score -2.195105e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -21951034.000000 Penalty: 6023.706543
	Iteration 87Q: 3 clusters Score -2.195103e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72964 members 
Mstep: Class 2 contains 115106 members 
Entering Unmasked Estep 
Score: -21951034.000000 Penalty: 6023.706543
	Iteration 88Q: 3 clusters Score -2.195103e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -21951062.000000 Penalty: 6023.706543
	Iteration 89Q: 3 clusters Score -2.195106e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -21951128.000000 Penalty: 6023.706543
	Iteration 90Q: 3 clusters Score -2.195113e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -21951088.000000 Penalty: 6023.706543
	Iteration 91Q: 3 clusters Score -2.195109e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -21951082.000000 Penalty: 6023.706543
	Iteration 92Q: 3 clusters Score -2.195108e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 116134 members 
Entering Unmasked Estep 
Score: -21951116.000000 Penalty: 6023.706543
	Iteration 93Q: 3 clusters Score -2.195112e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 116348 members 
Entering Unmasked Estep 
Score: -21951190.000000 Penalty: 6023.706543
	Iteration 94Q: 3 clusters Score -2.195119e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 116589 members 
Entering Unmasked Estep 
Score: -21951188.000000 Penalty: 6023.706543
	Iteration 95Q: 3 clusters Score -2.195119e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -21951204.000000 Penalty: 6023.706543
	Iteration 96Q: 3 clusters Score -2.19512e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 117071 members 
Entering Unmasked Estep 
Score: -21951224.000000 Penalty: 6023.706543
	Iteration 97Q: 3 clusters Score -2.195122e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 117316 members 
Entering Unmasked Estep 
Score: -21951236.000000 Penalty: 6023.706543
	Iteration 98Q: 3 clusters Score -2.195124e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -21951210.000000 Penalty: 6023.706543
	Iteration 99Q: 3 clusters Score -2.195121e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 117797 members 
Entering Unmasked Estep 
Score: -21951264.000000 Penalty: 6023.706543
	Iteration 100F: 3 clusters Score -2.195126e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 118024 members 
Entering Unmasked Estep 
Score: -21951188.000000 Penalty: 6023.706543
	Iteration 101Q: 3 clusters Score -2.195119e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -21951180.000000 Penalty: 6023.706543
	Iteration 102Q: 3 clusters Score -2.195118e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 118510 members 
Entering Unmasked Estep 
Score: -21951210.000000 Penalty: 6023.706543
	Iteration 103Q: 3 clusters Score -2.195121e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 118744 members 
Entering Unmasked Estep 
Score: -21951242.000000 Penalty: 6023.706543
	Iteration 104Q: 3 clusters Score -2.195124e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 118994 members 
Entering Unmasked Estep 
Score: -21951294.000000 Penalty: 6023.706543
	Iteration 105Q: 3 clusters Score -2.195129e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 119243 members 
Entering Unmasked Estep 
Score: -21951300.000000 Penalty: 6023.706543
	Iteration 106Q: 3 clusters Score -2.19513e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 119502 members 
Entering Unmasked Estep 
Score: -21951352.000000 Penalty: 6023.706543
	Iteration 107Q: 3 clusters Score -2.195135e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 119765 members 
Entering Unmasked Estep 
Score: -21951388.000000 Penalty: 6023.706543
	Iteration 108Q: 3 clusters Score -2.195139e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 120006 members 
Entering Unmasked Estep 
Score: -21951388.000000 Penalty: 6023.706543
	Iteration 109Q: 3 clusters Score -2.195139e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -21951386.000000 Penalty: 6023.706543
	Iteration 110Q: 3 clusters Score -2.195139e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 120485 members 
Entering Unmasked Estep 
Score: -21951372.000000 Penalty: 6023.706543
	Iteration 111Q: 3 clusters Score -2.195137e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -21951318.000000 Penalty: 6023.706543
	Iteration 112Q: 3 clusters Score -2.195132e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 120992 members 
Entering Unmasked Estep 
Score: -21951342.000000 Penalty: 6023.706543
	Iteration 113Q: 3 clusters Score -2.195134e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 121249 members 
Entering Unmasked Estep 
Score: -21951350.000000 Penalty: 6023.706543
	Iteration 114Q: 3 clusters Score -2.195135e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 121517 members 
Entering Unmasked Estep 
Score: -21951354.000000 Penalty: 6023.706543
	Iteration 115Q: 3 clusters Score -2.195135e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -21951370.000000 Penalty: 6023.706543
	Iteration 116Q: 3 clusters Score -2.195137e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 121995 members 
Entering Unmasked Estep 
Score: -21951402.000000 Penalty: 6023.706543
	Iteration 117Q: 3 clusters Score -2.19514e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 122217 members 
Entering Unmasked Estep 
Score: -21951386.000000 Penalty: 6023.706543
	Iteration 118Q: 3 clusters Score -2.195139e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -21951396.000000 Penalty: 6023.706543
	Iteration 119Q: 3 clusters Score -2.19514e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 122696 members 
Entering Unmasked Estep 
Score: -21951422.000000 Penalty: 6023.706543
	Iteration 120F: 3 clusters Score -2.195142e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 122954 members 
Entering Unmasked Estep 
Score: -21951424.000000 Penalty: 6023.706543
	Iteration 121Q: 3 clusters Score -2.195142e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 123219 members 
Entering Unmasked Estep 
Score: -21951406.000000 Penalty: 6023.706543
	Iteration 122Q: 3 clusters Score -2.195141e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 123507 members 
Entering Unmasked Estep 
Score: -21951438.000000 Penalty: 6023.706543
	Iteration 123Q: 3 clusters Score -2.195144e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 123785 members 
Entering Unmasked Estep 
Score: -21951436.000000 Penalty: 6023.706543
	Iteration 124Q: 3 clusters Score -2.195144e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 124048 members 
Entering Unmasked Estep 
Score: -21951434.000000 Penalty: 6023.706543
	Iteration 125Q: 3 clusters Score -2.195143e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 124292 members 
Entering Unmasked Estep 
Score: -21951418.000000 Penalty: 6023.706543
	Iteration 126Q: 3 clusters Score -2.195142e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 124548 members 
Entering Unmasked Estep 
Score: -21951456.000000 Penalty: 6023.706543
	Iteration 127Q: 3 clusters Score -2.195146e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 124812 members 
Entering Unmasked Estep 
Score: -21951418.000000 Penalty: 6023.706543
	Iteration 128Q: 3 clusters Score -2.195142e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -21951376.000000 Penalty: 6023.706543
	Iteration 129Q: 3 clusters Score -2.195138e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 125382 members 
Entering Unmasked Estep 
Score: -21951442.000000 Penalty: 6023.706543
	Iteration 130Q: 3 clusters Score -2.195144e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 125686 members 
Entering Unmasked Estep 
Score: -21951502.000000 Penalty: 6023.706543
	Iteration 131Q: 3 clusters Score -2.19515e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 125980 members 
Entering Unmasked Estep 
Score: -21951564.000000 Penalty: 6023.706543
	Iteration 132Q: 3 clusters Score -2.195156e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 126269 members 
Entering Unmasked Estep 
Score: -21951552.000000 Penalty: 6023.706543
	Iteration 133Q: 3 clusters Score -2.195155e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 126554 members 
Entering Unmasked Estep 
Score: -21951538.000000 Penalty: 6023.706543
	Iteration 134Q: 3 clusters Score -2.195154e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 126804 members 
Entering Unmasked Estep 
Score: -21951590.000000 Penalty: 6023.706543
	Iteration 135Q: 3 clusters Score -2.195159e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 127038 members 
Entering Unmasked Estep 
Score: -21951592.000000 Penalty: 6023.706543
	Iteration 136Q: 3 clusters Score -2.195159e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 127280 members 
Entering Unmasked Estep 
Score: -21951572.000000 Penalty: 6023.706543
	Iteration 137Q: 3 clusters Score -2.195157e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 127540 members 
Entering Unmasked Estep 
Score: -21951612.000000 Penalty: 6023.706543
	Iteration 138Q: 3 clusters Score -2.195161e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 127802 members 
Entering Unmasked Estep 
Score: -21951702.000000 Penalty: 6023.706543
	Iteration 139Q: 3 clusters Score -2.19517e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 128075 members 
Entering Unmasked Estep 
Score: -21951738.000000 Penalty: 6023.706543
	Iteration 140F: 3 clusters Score -2.195174e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 128346 members 
Entering Unmasked Estep 
Score: -21951726.000000 Penalty: 6023.706543
	Iteration 141Q: 3 clusters Score -2.195173e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 128611 members 
Entering Unmasked Estep 
Score: -21951740.000000 Penalty: 6023.706543
	Iteration 142Q: 3 clusters Score -2.195174e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 128867 members 
Entering Unmasked Estep 
Score: -21951770.000000 Penalty: 6023.706543
	Iteration 143Q: 3 clusters Score -2.195177e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 129101 members 
Entering Unmasked Estep 
Score: -21951728.000000 Penalty: 6023.706543
	Iteration 144Q: 3 clusters Score -2.195173e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 129339 members 
Entering Unmasked Estep 
Score: -21951716.000000 Penalty: 6023.706543
	Iteration 145Q: 3 clusters Score -2.195172e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 129583 members 
Entering Unmasked Estep 
Score: -21951782.000000 Penalty: 6023.706543
	Iteration 146Q: 3 clusters Score -2.195178e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 129809 members 
Entering Unmasked Estep 
Score: -21951796.000000 Penalty: 6023.706543
	Iteration 147Q: 3 clusters Score -2.19518e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -21951778.000000 Penalty: 6023.706543
	Iteration 148Q: 3 clusters Score -2.195178e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 130251 members 
Entering Unmasked Estep 
Score: -21951722.000000 Penalty: 6023.706543
	Iteration 149Q: 3 clusters Score -2.195172e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 130467 members 
Entering Unmasked Estep 
Score: -21951718.000000 Penalty: 6023.706543
	Iteration 150Q: 3 clusters Score -2.195172e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 130680 members 
Entering Unmasked Estep 
Score: -21951752.000000 Penalty: 6023.706543
	Iteration 151Q: 3 clusters Score -2.195175e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 130913 members 
Entering Unmasked Estep 
Score: -21951762.000000 Penalty: 6023.706543
	Iteration 152Q: 3 clusters Score -2.195176e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 131154 members 
Entering Unmasked Estep 
Score: -21951732.000000 Penalty: 6023.706543
	Iteration 153Q: 3 clusters Score -2.195173e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 131401 members 
Entering Unmasked Estep 
Score: -21951722.000000 Penalty: 6023.706543
	Iteration 154Q: 3 clusters Score -2.195172e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -21951726.000000 Penalty: 6023.706543
	Iteration 155Q: 3 clusters Score -2.195173e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 131902 members 
Entering Unmasked Estep 
Score: -21951714.000000 Penalty: 6023.706543
	Iteration 156Q: 3 clusters Score -2.195171e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 132158 members 
Entering Unmasked Estep 
Score: -21951770.000000 Penalty: 6023.706543
	Iteration 157Q: 3 clusters Score -2.195177e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 132388 members 
Entering Unmasked Estep 
Score: -21951778.000000 Penalty: 6023.706543
	Iteration 158Q: 3 clusters Score -2.195178e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 132618 members 
Entering Unmasked Estep 
Score: -21951792.000000 Penalty: 6023.706543
	Iteration 159Q: 3 clusters Score -2.195179e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 132830 members 
Entering Unmasked Estep 
Score: -21951742.000000 Penalty: 6023.706543
	Iteration 160F: 3 clusters Score -2.195174e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 133054 members 
Entering Unmasked Estep 
Score: -21951786.000000 Penalty: 6023.706543
	Iteration 161Q: 3 clusters Score -2.195179e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 133284 members 
Entering Unmasked Estep 
Score: -21951774.000000 Penalty: 6023.706543
	Iteration 162Q: 3 clusters Score -2.195177e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 133528 members 
Entering Unmasked Estep 
Score: -21951766.000000 Penalty: 6023.706543
	Iteration 163Q: 3 clusters Score -2.195177e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 133780 members 
Entering Unmasked Estep 
Score: -21951796.000000 Penalty: 6023.706543
	Iteration 164Q: 3 clusters Score -2.19518e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 134021 members 
Entering Unmasked Estep 
Score: -21951794.000000 Penalty: 6023.706543
	Iteration 165Q: 3 clusters Score -2.195179e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
Score: -21951764.000000 Penalty: 6023.706543
	Iteration 166Q: 3 clusters Score -2.195176e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 134520 members 
Entering Unmasked Estep 
Score: -21951774.000000 Penalty: 6023.706543
	Iteration 167Q: 3 clusters Score -2.195177e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 134762 members 
Entering Unmasked Estep 
Score: -21951826.000000 Penalty: 6023.706543
	Iteration 168Q: 3 clusters Score -2.195183e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 134986 members 
Entering Unmasked Estep 
Score: -21951846.000000 Penalty: 6023.706543
	Iteration 169Q: 3 clusters Score -2.195185e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 135231 members 
Entering Unmasked Estep 
Score: -21951868.000000 Penalty: 6023.706543
	Iteration 170Q: 3 clusters Score -2.195187e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 135502 members 
Entering Unmasked Estep 
Score: -21951920.000000 Penalty: 6023.706543
	Iteration 171Q: 3 clusters Score -2.195192e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 135765 members 
Entering Unmasked Estep 
Score: -21951882.000000 Penalty: 6023.706543
	Iteration 172Q: 3 clusters Score -2.195188e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -21951896.000000 Penalty: 6023.706543
	Iteration 173Q: 3 clusters Score -2.19519e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 136271 members 
Entering Unmasked Estep 
Score: -21951930.000000 Penalty: 6023.706543
	Iteration 174Q: 3 clusters Score -2.195193e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 136522 members 
Entering Unmasked Estep 
Score: -21951934.000000 Penalty: 6023.706543
	Iteration 175Q: 3 clusters Score -2.195193e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 136743 members 
Entering Unmasked Estep 
Score: -21951954.000000 Penalty: 6023.706543
	Iteration 176Q: 3 clusters Score -2.195195e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 136950 members 
Entering Unmasked Estep 
Score: -21952002.000000 Penalty: 6023.706543
	Iteration 177Q: 3 clusters Score -2.1952e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 137141 members 
Entering Unmasked Estep 
Score: -21952000.000000 Penalty: 6023.706543
	Iteration 178Q: 3 clusters Score -2.1952e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -21952014.000000 Penalty: 6023.706543
	Iteration 179Q: 3 clusters Score -2.195201e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 137521 members 
Entering Unmasked Estep 
Score: -21951990.000000 Penalty: 6023.706543
	Iteration 180F: 3 clusters Score -2.195199e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 137702 members 
Entering Unmasked Estep 
Score: -21952018.000000 Penalty: 6023.706543
	Iteration 181Q: 3 clusters Score -2.195202e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 137884 members 
Entering Unmasked Estep 
Score: -21952016.000000 Penalty: 6023.706543
	Iteration 182Q: 3 clusters Score -2.195202e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 138054 members 
Entering Unmasked Estep 
Score: -21952036.000000 Penalty: 6023.706543
	Iteration 183Q: 3 clusters Score -2.195204e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 138214 members 
Entering Unmasked Estep 
Score: -21952064.000000 Penalty: 6023.706543
	Iteration 184Q: 3 clusters Score -2.195206e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 138351 members 
Entering Unmasked Estep 
Score: -21952080.000000 Penalty: 6023.706543
	Iteration 185Q: 3 clusters Score -2.195208e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 138481 members 
Entering Unmasked Estep 
Score: -21952098.000000 Penalty: 6023.706543
	Iteration 186Q: 3 clusters Score -2.19521e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 138605 members 
Entering Unmasked Estep 
Score: -21952088.000000 Penalty: 6023.706543
	Iteration 187Q: 3 clusters Score -2.195209e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 138725 members 
Entering Unmasked Estep 
Score: -21952082.000000 Penalty: 6023.706543
	Iteration 188Q: 3 clusters Score -2.195208e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 138834 members 
Entering Unmasked Estep 
Score: -21952096.000000 Penalty: 6023.706543
	Iteration 189Q: 3 clusters Score -2.19521e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 138929 members 
Entering Unmasked Estep 
Score: -21952108.000000 Penalty: 6023.706543
	Iteration 190Q: 3 clusters Score -2.195211e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 139016 members 
Entering Unmasked Estep 
Score: -21952092.000000 Penalty: 6023.706543
	Iteration 191Q: 3 clusters Score -2.195209e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 139107 members 
Entering Unmasked Estep 
Score: -21952110.000000 Penalty: 6023.706543
	Iteration 192Q: 3 clusters Score -2.195211e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 139210 members 
Entering Unmasked Estep 
Score: -21952072.000000 Penalty: 6023.706543
	Iteration 193Q: 3 clusters Score -2.195207e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 139302 members 
Entering Unmasked Estep 
Score: -21952088.000000 Penalty: 6023.706543
	Iteration 194Q: 3 clusters Score -2.195209e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 139401 members 
Entering Unmasked Estep 
Score: -21952082.000000 Penalty: 6023.706543
	Iteration 195Q: 3 clusters Score -2.195208e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 139515 members 
Entering Unmasked Estep 
Score: -21952086.000000 Penalty: 6023.706543
	Iteration 196Q: 3 clusters Score -2.195209e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 139620 members 
Entering Unmasked Estep 
Score: -21952056.000000 Penalty: 6023.706543
	Iteration 197Q: 3 clusters Score -2.195206e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 139706 members 
Entering Unmasked Estep 
Score: -21952026.000000 Penalty: 6023.706543
	Iteration 198Q: 3 clusters Score -2.195203e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 139778 members 
Entering Unmasked Estep 
Score: -21952012.000000 Penalty: 6023.706543
	Iteration 199Q: 3 clusters Score -2.195201e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 139858 members 
Entering Unmasked Estep 
Score: -21951998.000000 Penalty: 6023.706543
	Iteration 200F: 3 clusters Score -2.1952e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 139948 members 
Entering Unmasked Estep 
Score: -21952042.000000 Penalty: 6023.706543
	Iteration 201Q: 3 clusters Score -2.195204e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -21952028.000000 Penalty: 6023.706543
	Iteration 202Q: 3 clusters Score -2.195203e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 140138 members 
Entering Unmasked Estep 
Score: -21951994.000000 Penalty: 6023.706543
	Iteration 203Q: 3 clusters Score -2.195199e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -21952016.000000 Penalty: 6023.706543
	Iteration 204Q: 3 clusters Score -2.195202e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 140323 members 
Entering Unmasked Estep 
Score: -21951988.000000 Penalty: 6023.706543
	Iteration 205Q: 3 clusters Score -2.195199e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 140410 members 
Entering Unmasked Estep 
Score: -21951970.000000 Penalty: 6023.706543
	Iteration 206Q: 3 clusters Score -2.195197e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 140492 members 
Entering Unmasked Estep 
Score: -21951978.000000 Penalty: 6023.706543
	Iteration 207Q: 3 clusters Score -2.195198e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 140563 members 
Entering Unmasked Estep 
Score: -21951986.000000 Penalty: 6023.706543
	Iteration 208Q: 3 clusters Score -2.195199e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 140631 members 
Entering Unmasked Estep 
Score: -21951974.000000 Penalty: 6023.706543
	Iteration 209Q: 3 clusters Score -2.195197e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 140689 members 
Entering Unmasked Estep 
Score: -21951976.000000 Penalty: 6023.706543
	Iteration 210Q: 3 clusters Score -2.195198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 140740 members 
Entering Unmasked Estep 
Score: -21951990.000000 Penalty: 6023.706543
	Iteration 211Q: 3 clusters Score -2.195199e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 140801 members 
Entering Unmasked Estep 
Score: -21952000.000000 Penalty: 6023.706543
	Iteration 212Q: 3 clusters Score -2.1952e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 140877 members 
Entering Unmasked Estep 
Score: -21952022.000000 Penalty: 6023.706543
	Iteration 213Q: 3 clusters Score -2.195202e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 140958 members 
Entering Unmasked Estep 
Score: -21952022.000000 Penalty: 6023.706543
	Iteration 214Q: 3 clusters Score -2.195202e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 141042 members 
Entering Unmasked Estep 
Score: -21952000.000000 Penalty: 6023.706543
	Iteration 215Q: 3 clusters Score -2.1952e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 141127 members 
Entering Unmasked Estep 
Score: -21952006.000000 Penalty: 6023.706543
	Iteration 216Q: 3 clusters Score -2.195201e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 141213 members 
Entering Unmasked Estep 
Score: -21952004.000000 Penalty: 6023.706543
	Iteration 217Q: 3 clusters Score -2.1952e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 141294 members 
Entering Unmasked Estep 
Score: -21952054.000000 Penalty: 6023.706543
	Iteration 218Q: 3 clusters Score -2.195205e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 141385 members 
Entering Unmasked Estep 
Score: -21952078.000000 Penalty: 6023.706543
	Iteration 219Q: 3 clusters Score -2.195208e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 141476 members 
Entering Unmasked Estep 
Score: -21952070.000000 Penalty: 6023.706543
	Iteration 220F: 3 clusters Score -2.195207e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 141559 members 
Entering Unmasked Estep 
Score: -21952072.000000 Penalty: 6023.706543
	Iteration 221Q: 3 clusters Score -2.195207e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 141646 members 
Entering Unmasked Estep 
Score: -21952054.000000 Penalty: 6023.706543
	Iteration 222Q: 3 clusters Score -2.195205e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 141723 members 
Entering Unmasked Estep 
Score: -21952012.000000 Penalty: 6023.706543
	Iteration 223Q: 3 clusters Score -2.195201e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -21952044.000000 Penalty: 6023.706543
	Iteration 224Q: 3 clusters Score -2.195204e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 141892 members 
Entering Unmasked Estep 
Score: -21952024.000000 Penalty: 6023.706543
	Iteration 225Q: 3 clusters Score -2.195202e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 141995 members 
Entering Unmasked Estep 
Score: -21952054.000000 Penalty: 6023.706543
	Iteration 226Q: 3 clusters Score -2.195205e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 142092 members 
Entering Unmasked Estep 
Score: -21952066.000000 Penalty: 6023.706543
	Iteration 227Q: 3 clusters Score -2.195207e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 142182 members 
Entering Unmasked Estep 
Score: -21952034.000000 Penalty: 6023.706543
	Iteration 228Q: 3 clusters Score -2.195203e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 142265 members 
Entering Unmasked Estep 
Score: -21952018.000000 Penalty: 6023.706543
	Iteration 229Q: 3 clusters Score -2.195202e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 142330 members 
Entering Unmasked Estep 
Score: -21952046.000000 Penalty: 6023.706543
	Iteration 230Q: 3 clusters Score -2.195205e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 142408 members 
Entering Unmasked Estep 
Score: -21952118.000000 Penalty: 6023.706543
	Iteration 231Q: 3 clusters Score -2.195212e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 142475 members 
Entering Unmasked Estep 
Score: -21952124.000000 Penalty: 6023.706543
	Iteration 232Q: 3 clusters Score -2.195212e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 142527 members 
Entering Unmasked Estep 
Score: -21952108.000000 Penalty: 6023.706543
	Iteration 233Q: 3 clusters Score -2.195211e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -21952120.000000 Penalty: 6023.706543
	Iteration 234Q: 3 clusters Score -2.195212e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -21952114.000000 Penalty: 6023.706543
	Iteration 235Q: 3 clusters Score -2.195211e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 142680 members 
Entering Unmasked Estep 
Score: -21952116.000000 Penalty: 6023.706543
	Iteration 236Q: 3 clusters Score -2.195212e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 142731 members 
Entering Unmasked Estep 
Score: -21952138.000000 Penalty: 6023.706543
	Iteration 237Q: 3 clusters Score -2.195214e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -21952126.000000 Penalty: 6023.706543
	Iteration 238Q: 3 clusters Score -2.195213e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 142841 members 
Entering Unmasked Estep 
Score: -21952142.000000 Penalty: 6023.706543
	Iteration 239Q: 3 clusters Score -2.195214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 142897 members 
Entering Unmasked Estep 
Score: -21952114.000000 Penalty: 6023.706543
	Iteration 240F: 3 clusters Score -2.195211e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 142956 members 
Entering Unmasked Estep 
Score: -21952138.000000 Penalty: 6023.706543
	Iteration 241Q: 3 clusters Score -2.195214e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 143017 members 
Entering Unmasked Estep 
Score: -21952140.000000 Penalty: 6023.706543
	Iteration 242Q: 3 clusters Score -2.195214e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 143074 members 
Entering Unmasked Estep 
Score: -21952160.000000 Penalty: 6023.706543
	Iteration 243Q: 3 clusters Score -2.195216e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 143125 members 
Entering Unmasked Estep 
Score: -21952156.000000 Penalty: 6023.706543
	Iteration 244Q: 3 clusters Score -2.195216e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 143166 members 
Entering Unmasked Estep 
Score: -21952158.000000 Penalty: 6023.706543
	Iteration 245Q: 3 clusters Score -2.195216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 143197 members 
Entering Unmasked Estep 
Score: -21952148.000000 Penalty: 6023.706543
	Iteration 246Q: 3 clusters Score -2.195215e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 143236 members 
Entering Unmasked Estep 
Score: -21952148.000000 Penalty: 6023.706543
	Iteration 247Q: 3 clusters Score -2.195215e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 143284 members 
Entering Unmasked Estep 
Score: -21952188.000000 Penalty: 6023.706543
	Iteration 248Q: 3 clusters Score -2.195219e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 143331 members 
Entering Unmasked Estep 
Score: -21952182.000000 Penalty: 6023.706543
	Iteration 249Q: 3 clusters Score -2.195218e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 143376 members 
Entering Unmasked Estep 
Score: -21952196.000000 Penalty: 6023.706543
	Iteration 250Q: 3 clusters Score -2.19522e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 143419 members 
Entering Unmasked Estep 
Score: -21952188.000000 Penalty: 6023.706543
	Iteration 251Q: 3 clusters Score -2.195219e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -21952152.000000 Penalty: 6023.706543
	Iteration 252Q: 3 clusters Score -2.195215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 143493 members 
Entering Unmasked Estep 
Score: -21952160.000000 Penalty: 6023.706543
	Iteration 253Q: 3 clusters Score -2.195216e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 143546 members 
Entering Unmasked Estep 
Score: -21952154.000000 Penalty: 6023.706543
	Iteration 254Q: 3 clusters Score -2.195215e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 143592 members 
Entering Unmasked Estep 
Score: -21952170.000000 Penalty: 6023.706543
	Iteration 255Q: 3 clusters Score -2.195217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 143639 members 
Entering Unmasked Estep 
Score: -21952168.000000 Penalty: 6023.706543
	Iteration 256Q: 3 clusters Score -2.195217e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 143674 members 
Entering Unmasked Estep 
Score: -21952174.000000 Penalty: 6023.706543
	Iteration 257Q: 3 clusters Score -2.195217e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 143729 members 
Entering Unmasked Estep 
Score: -21952162.000000 Penalty: 6023.706543
	Iteration 258Q: 3 clusters Score -2.195216e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 143776 members 
Entering Unmasked Estep 
Score: -21952174.000000 Penalty: 6023.706543
	Iteration 259Q: 3 clusters Score -2.195217e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 143827 members 
Entering Unmasked Estep 
Score: -21952164.000000 Penalty: 6023.706543
	Iteration 260F: 3 clusters Score -2.195216e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 143880 members 
Entering Unmasked Estep 
Score: -21952216.000000 Penalty: 6023.706543
	Iteration 261Q: 3 clusters Score -2.195222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 143920 members 
Entering Unmasked Estep 
Score: -21952200.000000 Penalty: 6023.706543
	Iteration 262Q: 3 clusters Score -2.19522e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 143953 members 
Entering Unmasked Estep 
Score: -21952204.000000 Penalty: 6023.706543
	Iteration 263Q: 3 clusters Score -2.19522e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 143989 members 
Entering Unmasked Estep 
Score: -21952214.000000 Penalty: 6023.706543
	Iteration 264Q: 3 clusters Score -2.195221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 144020 members 
Entering Unmasked Estep 
Score: -21952222.000000 Penalty: 6023.706543
	Iteration 265Q: 3 clusters Score -2.195222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 144055 members 
Entering Unmasked Estep 
Score: -21952244.000000 Penalty: 6023.706543
	Iteration 266Q: 3 clusters Score -2.195224e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 144095 members 
Entering Unmasked Estep 
Score: -21952242.000000 Penalty: 6023.706543
	Iteration 267Q: 3 clusters Score -2.195224e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 144134 members 
Entering Unmasked Estep 
Score: -21952254.000000 Penalty: 6023.706543
	Iteration 268Q: 3 clusters Score -2.195225e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 144175 members 
Entering Unmasked Estep 
Score: -21952236.000000 Penalty: 6023.706543
	Iteration 269Q: 3 clusters Score -2.195224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 144211 members 
Entering Unmasked Estep 
Score: -21952246.000000 Penalty: 6023.706543
	Iteration 270Q: 3 clusters Score -2.195225e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 144247 members 
Entering Unmasked Estep 
Score: -21952252.000000 Penalty: 6023.706543
	Iteration 271Q: 3 clusters Score -2.195225e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 144300 members 
Entering Unmasked Estep 
Score: -21952252.000000 Penalty: 6023.706543
	Iteration 272Q: 3 clusters Score -2.195225e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 144351 members 
Entering Unmasked Estep 
Score: -21952252.000000 Penalty: 6023.706543
	Iteration 273Q: 3 clusters Score -2.195225e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 144393 members 
Entering Unmasked Estep 
Score: -21952278.000000 Penalty: 6023.706543
	Iteration 274Q: 3 clusters Score -2.195228e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 144441 members 
Entering Unmasked Estep 
Score: -21952258.000000 Penalty: 6023.706543
	Iteration 275Q: 3 clusters Score -2.195226e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 144486 members 
Entering Unmasked Estep 
Score: -21952248.000000 Penalty: 6023.706543
	Iteration 276Q: 3 clusters Score -2.195225e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 144530 members 
Entering Unmasked Estep 
Score: -21952232.000000 Penalty: 6023.706543
	Iteration 277Q: 3 clusters Score -2.195223e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 144575 members 
Entering Unmasked Estep 
Score: -21952244.000000 Penalty: 6023.706543
	Iteration 278Q: 3 clusters Score -2.195224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 144625 members 
Entering Unmasked Estep 
Score: -21952240.000000 Penalty: 6023.706543
	Iteration 279Q: 3 clusters Score -2.195224e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 144680 members 
Entering Unmasked Estep 
Score: -21952224.000000 Penalty: 6023.706543
	Iteration 280F: 3 clusters Score -2.195222e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 144736 members 
Entering Unmasked Estep 
Score: -21952228.000000 Penalty: 6023.706543
	Iteration 281Q: 3 clusters Score -2.195223e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 144784 members 
Entering Unmasked Estep 
Score: -21952226.000000 Penalty: 6023.706543
	Iteration 282Q: 3 clusters Score -2.195223e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 144830 members 
Entering Unmasked Estep 
Score: -21952238.000000 Penalty: 6023.706543
	Iteration 283Q: 3 clusters Score -2.195224e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 144877 members 
Entering Unmasked Estep 
Score: -21952236.000000 Penalty: 6023.706543
	Iteration 284Q: 3 clusters Score -2.195224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 144922 members 
Entering Unmasked Estep 
Score: -21952244.000000 Penalty: 6023.706543
	Iteration 285Q: 3 clusters Score -2.195224e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 144975 members 
Entering Unmasked Estep 
Score: -21952276.000000 Penalty: 6023.706543
	Iteration 286Q: 3 clusters Score -2.195228e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 145046 members 
Entering Unmasked Estep 
Score: -21952280.000000 Penalty: 6023.706543
	Iteration 287Q: 3 clusters Score -2.195228e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 145113 members 
Entering Unmasked Estep 
Score: -21952300.000000 Penalty: 6023.706543
	Iteration 288Q: 3 clusters Score -2.19523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 145172 members 
Entering Unmasked Estep 
Score: -21952304.000000 Penalty: 6023.706543
	Iteration 289Q: 3 clusters Score -2.19523e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 145225 members 
Entering Unmasked Estep 
Score: -21952278.000000 Penalty: 6023.706543
	Iteration 290Q: 3 clusters Score -2.195228e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 145283 members 
Entering Unmasked Estep 
Score: -21952256.000000 Penalty: 6023.706543
	Iteration 291Q: 3 clusters Score -2.195226e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 145351 members 
Entering Unmasked Estep 
Score: -21952248.000000 Penalty: 6023.706543
	Iteration 292Q: 3 clusters Score -2.195225e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 145419 members 
Entering Unmasked Estep 
Score: -21952250.000000 Penalty: 6023.706543
	Iteration 293Q: 3 clusters Score -2.195225e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 145486 members 
Entering Unmasked Estep 
Score: -21952246.000000 Penalty: 6023.706543
	Iteration 294Q: 3 clusters Score -2.195225e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 145548 members 
Entering Unmasked Estep 
Score: -21952248.000000 Penalty: 6023.706543
	Iteration 295Q: 3 clusters Score -2.195225e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 145601 members 
Entering Unmasked Estep 
Score: -21952246.000000 Penalty: 6023.706543
	Iteration 296Q: 3 clusters Score -2.195225e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 145663 members 
Entering Unmasked Estep 
Score: -21952234.000000 Penalty: 6023.706543
	Iteration 297Q: 3 clusters Score -2.195223e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 145730 members 
Entering Unmasked Estep 
Score: -21952258.000000 Penalty: 6023.706543
	Iteration 298Q: 3 clusters Score -2.195226e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 145795 members 
Entering Unmasked Estep 
Score: -21952256.000000 Penalty: 6023.706543
	Iteration 299Q: 3 clusters Score -2.195226e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 145888 members 
Entering Unmasked Estep 
Score: -21952282.000000 Penalty: 6023.706543
	Iteration 300F: 3 clusters Score -2.195228e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 145979 members 
Entering Unmasked Estep 
Score: -21952270.000000 Penalty: 6023.706543
	Iteration 301Q: 3 clusters Score -2.195227e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 146058 members 
Entering Unmasked Estep 
Score: -21952260.000000 Penalty: 6023.706543
	Iteration 302Q: 3 clusters Score -2.195226e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 146133 members 
Entering Unmasked Estep 
Score: -21952280.000000 Penalty: 6023.706543
	Iteration 303Q: 3 clusters Score -2.195228e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 146206 members 
Entering Unmasked Estep 
Score: -21952290.000000 Penalty: 6023.706543
	Iteration 304Q: 3 clusters Score -2.195229e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 146259 members 
Entering Unmasked Estep 
Score: -21952306.000000 Penalty: 6023.706543
	Iteration 305Q: 3 clusters Score -2.195231e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 146306 members 
Entering Unmasked Estep 
Score: -21952314.000000 Penalty: 6023.706543
	Iteration 306Q: 3 clusters Score -2.195231e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 146347 members 
Entering Unmasked Estep 
Score: -21952330.000000 Penalty: 6023.706543
	Iteration 307Q: 3 clusters Score -2.195233e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 146393 members 
Entering Unmasked Estep 
Score: -21952328.000000 Penalty: 6023.706543
	Iteration 308Q: 3 clusters Score -2.195233e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 146445 members 
Entering Unmasked Estep 
Score: -21952296.000000 Penalty: 6023.706543
	Iteration 309Q: 3 clusters Score -2.19523e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 146495 members 
Entering Unmasked Estep 
Score: -21952270.000000 Penalty: 6023.706543
	Iteration 310Q: 3 clusters Score -2.195227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 146532 members 
Entering Unmasked Estep 
Score: -21952272.000000 Penalty: 6023.706543
	Iteration 311Q: 3 clusters Score -2.195227e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 146570 members 
Entering Unmasked Estep 
Score: -21952240.000000 Penalty: 6023.706543
	Iteration 312Q: 3 clusters Score -2.195224e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 146617 members 
Entering Unmasked Estep 
Score: -21952256.000000 Penalty: 6023.706543
	Iteration 313Q: 3 clusters Score -2.195226e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 146654 members 
Entering Unmasked Estep 
Score: -21952258.000000 Penalty: 6023.706543
	Iteration 314Q: 3 clusters Score -2.195226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 146684 members 
Entering Unmasked Estep 
Score: -21952236.000000 Penalty: 6023.706543
	Iteration 315Q: 3 clusters Score -2.195224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 146712 members 
Entering Unmasked Estep 
Score: -21952234.000000 Penalty: 6023.706543
	Iteration 316Q: 3 clusters Score -2.195223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 146740 members 
Entering Unmasked Estep 
Score: -21952230.000000 Penalty: 6023.706543
	Iteration 317Q: 3 clusters Score -2.195223e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 146775 members 
Entering Unmasked Estep 
Score: -21952260.000000 Penalty: 6023.706543
	Iteration 318Q: 3 clusters Score -2.195226e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 146810 members 
Entering Unmasked Estep 
Score: -21952254.000000 Penalty: 6023.706543
	Iteration 319Q: 3 clusters Score -2.195225e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 146848 members 
Entering Unmasked Estep 
Score: -21952262.000000 Penalty: 6023.706543
	Iteration 320F: 3 clusters Score -2.195226e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 146884 members 
Entering Unmasked Estep 
Score: -21952250.000000 Penalty: 6023.706543
	Iteration 321Q: 3 clusters Score -2.195225e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 146924 members 
Entering Unmasked Estep 
Score: -21952254.000000 Penalty: 6023.706543
	Iteration 322Q: 3 clusters Score -2.195225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 146963 members 
Entering Unmasked Estep 
Score: -21952260.000000 Penalty: 6023.706543
	Iteration 323Q: 3 clusters Score -2.195226e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 146998 members 
Entering Unmasked Estep 
Score: -21952264.000000 Penalty: 6023.706543
	Iteration 324Q: 3 clusters Score -2.195226e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 147034 members 
Entering Unmasked Estep 
Score: -21952264.000000 Penalty: 6023.706543
	Iteration 325Q: 3 clusters Score -2.195226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -21952284.000000 Penalty: 6023.706543
	Iteration 326Q: 3 clusters Score -2.195228e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 147094 members 
Entering Unmasked Estep 
Score: -21952290.000000 Penalty: 6023.706543
	Iteration 327Q: 3 clusters Score -2.195229e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 147128 members 
Entering Unmasked Estep 
Score: -21952300.000000 Penalty: 6023.706543
	Iteration 328Q: 3 clusters Score -2.19523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 147168 members 
Entering Unmasked Estep 
Score: -21952310.000000 Penalty: 6023.706543
	Iteration 329Q: 3 clusters Score -2.195231e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 147202 members 
Entering Unmasked Estep 
Score: -21952286.000000 Penalty: 6023.706543
	Iteration 330Q: 3 clusters Score -2.195229e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 147238 members 
Entering Unmasked Estep 
Score: -21952304.000000 Penalty: 6023.706543
	Iteration 331Q: 3 clusters Score -2.19523e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 147277 members 
Entering Unmasked Estep 
Score: -21952298.000000 Penalty: 6023.706543
	Iteration 332Q: 3 clusters Score -2.19523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 147321 members 
Entering Unmasked Estep 
Score: -21952304.000000 Penalty: 6023.706543
	Iteration 333Q: 3 clusters Score -2.19523e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 147359 members 
Entering Unmasked Estep 
Score: -21952312.000000 Penalty: 6023.706543
	Iteration 334Q: 3 clusters Score -2.195231e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 147388 members 
Entering Unmasked Estep 
Score: -21952316.000000 Penalty: 6023.706543
	Iteration 335Q: 3 clusters Score -2.195232e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 147427 members 
Entering Unmasked Estep 
Score: -21952318.000000 Penalty: 6023.706543
	Iteration 336Q: 3 clusters Score -2.195232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 147475 members 
Entering Unmasked Estep 
Score: -21952322.000000 Penalty: 6023.706543
	Iteration 337Q: 3 clusters Score -2.195232e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 147519 members 
Entering Unmasked Estep 
Score: -21952294.000000 Penalty: 6023.706543
	Iteration 338Q: 3 clusters Score -2.195229e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 147563 members 
Entering Unmasked Estep 
Score: -21952278.000000 Penalty: 6023.706543
	Iteration 339Q: 3 clusters Score -2.195228e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 147613 members 
Entering Unmasked Estep 
Score: -21952290.000000 Penalty: 6023.706543
	Iteration 340F: 3 clusters Score -2.195229e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -21952292.000000 Penalty: 6023.706543
	Iteration 341Q: 3 clusters Score -2.195229e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 147715 members 
Entering Unmasked Estep 
Score: -21952246.000000 Penalty: 6023.706543
	Iteration 342Q: 3 clusters Score -2.195225e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 147761 members 
Entering Unmasked Estep 
Score: -21952254.000000 Penalty: 6023.706543
	Iteration 343Q: 3 clusters Score -2.195225e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 147818 members 
Entering Unmasked Estep 
Score: -21952262.000000 Penalty: 6023.706543
	Iteration 344Q: 3 clusters Score -2.195226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 147877 members 
Entering Unmasked Estep 
Score: -21952272.000000 Penalty: 6023.706543
	Iteration 345Q: 3 clusters Score -2.195227e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 147941 members 
Entering Unmasked Estep 
Score: -21952274.000000 Penalty: 6023.706543
	Iteration 346Q: 3 clusters Score -2.195227e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 148013 members 
Entering Unmasked Estep 
Score: -21952262.000000 Penalty: 6023.706543
	Iteration 347Q: 3 clusters Score -2.195226e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 148087 members 
Entering Unmasked Estep 
Score: -21952258.000000 Penalty: 6023.706543
	Iteration 348Q: 3 clusters Score -2.195226e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 148155 members 
Entering Unmasked Estep 
Score: -21952268.000000 Penalty: 6023.706543
	Iteration 349Q: 3 clusters Score -2.195227e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 148209 members 
Entering Unmasked Estep 
Score: -21952258.000000 Penalty: 6023.706543
	Iteration 350Q: 3 clusters Score -2.195226e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -21952248.000000 Penalty: 6023.706543
	Iteration 351Q: 3 clusters Score -2.195225e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 148329 members 
Entering Unmasked Estep 
Score: -21952256.000000 Penalty: 6023.706543
	Iteration 352Q: 3 clusters Score -2.195226e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 148407 members 
Entering Unmasked Estep 
Score: -21952244.000000 Penalty: 6023.706543
	Iteration 353Q: 3 clusters Score -2.195224e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 148496 members 
Entering Unmasked Estep 
Score: -21952232.000000 Penalty: 6023.706543
	Iteration 354Q: 3 clusters Score -2.195223e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 148583 members 
Entering Unmasked Estep 
Score: -21952246.000000 Penalty: 6023.706543
	Iteration 355Q: 3 clusters Score -2.195225e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 148678 members 
Entering Unmasked Estep 
Score: -21952262.000000 Penalty: 6023.706543
	Iteration 356Q: 3 clusters Score -2.195226e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 148765 members 
Entering Unmasked Estep 
Score: -21952274.000000 Penalty: 6023.706543
	Iteration 357Q: 3 clusters Score -2.195227e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 148867 members 
Entering Unmasked Estep 
Score: -21952310.000000 Penalty: 6023.706543
	Iteration 358Q: 3 clusters Score -2.195231e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 148963 members 
Entering Unmasked Estep 
Score: -21952322.000000 Penalty: 6023.706543
	Iteration 359Q: 3 clusters Score -2.195232e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 149058 members 
Entering Unmasked Estep 
Score: -21952322.000000 Penalty: 6023.706543
	Iteration 360F: 3 clusters Score -2.195232e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 149156 members 
Entering Unmasked Estep 
Score: -21952348.000000 Penalty: 6023.706543
	Iteration 361Q: 3 clusters Score -2.195235e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 149274 members 
Entering Unmasked Estep 
Score: -21952354.000000 Penalty: 6023.706543
	Iteration 362Q: 3 clusters Score -2.195235e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -21952374.000000 Penalty: 6023.706543
	Iteration 363Q: 3 clusters Score -2.195237e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 149514 members 
Entering Unmasked Estep 
Score: -21952368.000000 Penalty: 6023.706543
	Iteration 364Q: 3 clusters Score -2.195237e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 149624 members 
Entering Unmasked Estep 
Score: -21952352.000000 Penalty: 6023.706543
	Iteration 365Q: 3 clusters Score -2.195235e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 149740 members 
Entering Unmasked Estep 
Score: -21952368.000000 Penalty: 6023.706543
	Iteration 366Q: 3 clusters Score -2.195237e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 149853 members 
Entering Unmasked Estep 
Score: -21952378.000000 Penalty: 6023.706543
	Iteration 367Q: 3 clusters Score -2.195238e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 149956 members 
Entering Unmasked Estep 
Score: -21952400.000000 Penalty: 6023.706543
	Iteration 368Q: 3 clusters Score -2.19524e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 150056 members 
Entering Unmasked Estep 
Score: -21952388.000000 Penalty: 6023.706543
	Iteration 369Q: 3 clusters Score -2.195239e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 150135 members 
Entering Unmasked Estep 
Score: -21952414.000000 Penalty: 6023.706543
	Iteration 370Q: 3 clusters Score -2.195241e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -21952390.000000 Penalty: 6023.706543
	Iteration 371Q: 3 clusters Score -2.195239e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -21952408.000000 Penalty: 6023.706543
	Iteration 372Q: 3 clusters Score -2.195241e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 150348 members 
Entering Unmasked Estep 
Score: -21952390.000000 Penalty: 6023.706543
	Iteration 373Q: 3 clusters Score -2.195239e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 150400 members 
Entering Unmasked Estep 
Score: -21952378.000000 Penalty: 6023.706543
	Iteration 374Q: 3 clusters Score -2.195238e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 150453 members 
Entering Unmasked Estep 
Score: -21952400.000000 Penalty: 6023.706543
	Iteration 375Q: 3 clusters Score -2.19524e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 150525 members 
Entering Unmasked Estep 
Score: -21952416.000000 Penalty: 6023.706543
	Iteration 376Q: 3 clusters Score -2.195242e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 150612 members 
Entering Unmasked Estep 
Score: -21952344.000000 Penalty: 6023.706543
	Iteration 377Q: 3 clusters Score -2.195234e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -21952350.000000 Penalty: 6023.706543
	Iteration 378Q: 3 clusters Score -2.195235e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 150792 members 
Entering Unmasked Estep 
Score: -21952376.000000 Penalty: 6023.706543
	Iteration 379Q: 3 clusters Score -2.195238e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 150890 members 
Entering Unmasked Estep 
Score: -21952368.000000 Penalty: 6023.706543
	Iteration 380F: 3 clusters Score -2.195237e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 150988 members 
Entering Unmasked Estep 
Score: -21952382.000000 Penalty: 6023.706543
	Iteration 381Q: 3 clusters Score -2.195238e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 151092 members 
Entering Unmasked Estep 
Score: -21952360.000000 Penalty: 6023.706543
	Iteration 382Q: 3 clusters Score -2.195236e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -21952410.000000 Penalty: 6023.706543
	Iteration 383Q: 3 clusters Score -2.195241e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 151306 members 
Entering Unmasked Estep 
Score: -21952406.000000 Penalty: 6023.706543
	Iteration 384Q: 3 clusters Score -2.195241e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 151412 members 
Entering Unmasked Estep 
Score: -21952408.000000 Penalty: 6023.706543
	Iteration 385Q: 3 clusters Score -2.195241e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 151523 members 
Entering Unmasked Estep 
Score: -21952420.000000 Penalty: 6023.706543
	Iteration 386Q: 3 clusters Score -2.195242e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 151628 members 
Entering Unmasked Estep 
Score: -21952410.000000 Penalty: 6023.706543
	Iteration 387Q: 3 clusters Score -2.195241e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 151723 members 
Entering Unmasked Estep 
Score: -21952422.000000 Penalty: 6023.706543
	Iteration 388Q: 3 clusters Score -2.195242e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 151810 members 
Entering Unmasked Estep 
Score: -21952428.000000 Penalty: 6023.706543
	Iteration 389Q: 3 clusters Score -2.195243e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 151908 members 
Entering Unmasked Estep 
Score: -21952412.000000 Penalty: 6023.706543
	Iteration 390Q: 3 clusters Score -2.195241e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 151993 members 
Entering Unmasked Estep 
Score: -21952410.000000 Penalty: 6023.706543
	Iteration 391Q: 3 clusters Score -2.195241e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 152085 members 
Entering Unmasked Estep 
Score: -21952414.000000 Penalty: 6023.706543
	Iteration 392Q: 3 clusters Score -2.195241e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 152177 members 
Entering Unmasked Estep 
Score: -21952446.000000 Penalty: 6023.706543
	Iteration 393Q: 3 clusters Score -2.195245e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 152264 members 
Entering Unmasked Estep 
Score: -21952418.000000 Penalty: 6023.706543
	Iteration 394Q: 3 clusters Score -2.195242e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 152363 members 
Entering Unmasked Estep 
Score: -21952424.000000 Penalty: 6023.706543
	Iteration 395Q: 3 clusters Score -2.195242e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -21952408.000000 Penalty: 6023.706543
	Iteration 396Q: 3 clusters Score -2.195241e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 152597 members 
Entering Unmasked Estep 
Score: -21952388.000000 Penalty: 6023.706543
	Iteration 397Q: 3 clusters Score -2.195239e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 152719 members 
Entering Unmasked Estep 
Score: -21952392.000000 Penalty: 6023.706543
	Iteration 398Q: 3 clusters Score -2.195239e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 152840 members 
Entering Unmasked Estep 
Score: -21952406.000000 Penalty: 6023.706543
	Iteration 399Q: 3 clusters Score -2.195241e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 152974 members 
Entering Unmasked Estep 
Score: -21952410.000000 Penalty: 6023.706543
	Iteration 400F: 3 clusters Score -2.195241e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 153095 members 
Entering Unmasked Estep 
Score: -21952424.000000 Penalty: 6023.706543
	Iteration 401Q: 3 clusters Score -2.195242e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 153196 members 
Entering Unmasked Estep 
Score: -21952472.000000 Penalty: 6023.706543
	Iteration 402Q: 3 clusters Score -2.195247e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 153298 members 
Entering Unmasked Estep 
Score: -21952494.000000 Penalty: 6023.706543
	Iteration 403Q: 3 clusters Score -2.195249e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -21952522.000000 Penalty: 6023.706543
	Iteration 404Q: 3 clusters Score -2.195252e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 153515 members 
Entering Unmasked Estep 
Score: -21952484.000000 Penalty: 6023.706543
	Iteration 405Q: 3 clusters Score -2.195248e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 153632 members 
Entering Unmasked Estep 
Score: -21952508.000000 Penalty: 6023.706543
	Iteration 406Q: 3 clusters Score -2.195251e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 153759 members 
Entering Unmasked Estep 
Score: -21952504.000000 Penalty: 6023.706543
	Iteration 407Q: 3 clusters Score -2.19525e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -21952508.000000 Penalty: 6023.706543
	Iteration 408Q: 3 clusters Score -2.195251e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 154022 members 
Entering Unmasked Estep 
Score: -21952460.000000 Penalty: 6023.706543
	Iteration 409Q: 3 clusters Score -2.195246e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 154136 members 
Entering Unmasked Estep 
Score: -21952482.000000 Penalty: 6023.706543
	Iteration 410Q: 3 clusters Score -2.195248e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 154245 members 
Entering Unmasked Estep 
Score: -21952480.000000 Penalty: 6023.706543
	Iteration 411Q: 3 clusters Score -2.195248e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 154355 members 
Entering Unmasked Estep 
Score: -21952500.000000 Penalty: 6023.706543
	Iteration 412Q: 3 clusters Score -2.19525e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -21952518.000000 Penalty: 6023.706543
	Iteration 413Q: 3 clusters Score -2.195252e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 154569 members 
Entering Unmasked Estep 
Score: -21952520.000000 Penalty: 6023.706543
	Iteration 414Q: 3 clusters Score -2.195252e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 154667 members 
Entering Unmasked Estep 
Score: -21952548.000000 Penalty: 6023.706543
	Iteration 415Q: 3 clusters Score -2.195255e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 154764 members 
Entering Unmasked Estep 
Score: -21952552.000000 Penalty: 6023.706543
	Iteration 416Q: 3 clusters Score -2.195255e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -21952550.000000 Penalty: 6023.706543
	Iteration 417Q: 3 clusters Score -2.195255e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 154986 members 
Entering Unmasked Estep 
Score: -21952552.000000 Penalty: 6023.706543
	Iteration 418Q: 3 clusters Score -2.195255e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -21952524.000000 Penalty: 6023.706543
	Iteration 419Q: 3 clusters Score -2.195252e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 155190 members 
Entering Unmasked Estep 
Score: -21952530.000000 Penalty: 6023.706543
	Iteration 420F: 3 clusters Score -2.195253e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 155288 members 
Entering Unmasked Estep 
Score: -21952536.000000 Penalty: 6023.706543
	Iteration 421Q: 3 clusters Score -2.195254e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 155387 members 
Entering Unmasked Estep 
Score: -21952516.000000 Penalty: 6023.706543
	Iteration 422Q: 3 clusters Score -2.195252e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 155474 members 
Entering Unmasked Estep 
Score: -21952486.000000 Penalty: 6023.706543
	Iteration 423Q: 3 clusters Score -2.195249e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 155560 members 
Entering Unmasked Estep 
Score: -21952454.000000 Penalty: 6023.706543
	Iteration 424Q: 3 clusters Score -2.195245e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 155641 members 
Entering Unmasked Estep 
Score: -21952458.000000 Penalty: 6023.706543
	Iteration 425Q: 3 clusters Score -2.195246e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 155722 members 
Entering Unmasked Estep 
Score: -21952474.000000 Penalty: 6023.706543
	Iteration 426Q: 3 clusters Score -2.195247e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 155804 members 
Entering Unmasked Estep 
Score: -21952462.000000 Penalty: 6023.706543
	Iteration 427Q: 3 clusters Score -2.195246e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -21952452.000000 Penalty: 6023.706543
	Iteration 428Q: 3 clusters Score -2.195245e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 155955 members 
Entering Unmasked Estep 
Score: -21952462.000000 Penalty: 6023.706543
	Iteration 429Q: 3 clusters Score -2.195246e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 156048 members 
Entering Unmasked Estep 
Score: -21952444.000000 Penalty: 6023.706543
	Iteration 430Q: 3 clusters Score -2.195244e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 156135 members 
Entering Unmasked Estep 
Score: -21952452.000000 Penalty: 6023.706543
	Iteration 431Q: 3 clusters Score -2.195245e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 156217 members 
Entering Unmasked Estep 
Score: -21952450.000000 Penalty: 6023.706543
	Iteration 432Q: 3 clusters Score -2.195245e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -21952456.000000 Penalty: 6023.706543
	Iteration 433Q: 3 clusters Score -2.195246e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 156358 members 
Entering Unmasked Estep 
Score: -21952478.000000 Penalty: 6023.706543
	Iteration 434Q: 3 clusters Score -2.195248e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 156417 members 
Entering Unmasked Estep 
Score: -21952494.000000 Penalty: 6023.706543
	Iteration 435Q: 3 clusters Score -2.195249e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 156478 members 
Entering Unmasked Estep 
Score: -21952522.000000 Penalty: 6023.706543
	Iteration 436Q: 3 clusters Score -2.195252e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 156541 members 
Entering Unmasked Estep 
Score: -21952524.000000 Penalty: 6023.706543
	Iteration 437Q: 3 clusters Score -2.195252e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 156604 members 
Entering Unmasked Estep 
Score: -21952522.000000 Penalty: 6023.706543
	Iteration 438Q: 3 clusters Score -2.195252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 156646 members 
Entering Unmasked Estep 
Score: -21952530.000000 Penalty: 6023.706543
	Iteration 439Q: 3 clusters Score -2.195253e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 156697 members 
Entering Unmasked Estep 
Score: -21952526.000000 Penalty: 6023.706543
	Iteration 440F: 3 clusters Score -2.195253e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 156750 members 
Entering Unmasked Estep 
Score: -21952528.000000 Penalty: 6023.706543
	Iteration 441Q: 3 clusters Score -2.195253e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 156796 members 
Entering Unmasked Estep 
Score: -21952526.000000 Penalty: 6023.706543
	Iteration 442Q: 3 clusters Score -2.195253e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -21952544.000000 Penalty: 6023.706543
	Iteration 443Q: 3 clusters Score -2.195254e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 156909 members 
Entering Unmasked Estep 
Score: -21952558.000000 Penalty: 6023.706543
	Iteration 444Q: 3 clusters Score -2.195256e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 156973 members 
Entering Unmasked Estep 
Score: -21952566.000000 Penalty: 6023.706543
	Iteration 445Q: 3 clusters Score -2.195257e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 157047 members 
Entering Unmasked Estep 
Score: -21952572.000000 Penalty: 6023.706543
	Iteration 446Q: 3 clusters Score -2.195257e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -21952556.000000 Penalty: 6023.706543
	Iteration 447Q: 3 clusters Score -2.195256e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 157193 members 
Entering Unmasked Estep 
Score: -21952548.000000 Penalty: 6023.706543
	Iteration 448Q: 3 clusters Score -2.195255e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 157263 members 
Entering Unmasked Estep 
Score: -21952526.000000 Penalty: 6023.706543
	Iteration 449Q: 3 clusters Score -2.195253e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 157336 members 
Entering Unmasked Estep 
Score: -21952530.000000 Penalty: 6023.706543
	Iteration 450Q: 3 clusters Score -2.195253e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 157403 members 
Entering Unmasked Estep 
Score: -21952510.000000 Penalty: 6023.706543
	Iteration 451Q: 3 clusters Score -2.195251e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 157479 members 
Entering Unmasked Estep 
Score: -21952556.000000 Penalty: 6023.706543
	Iteration 452Q: 3 clusters Score -2.195256e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 157545 members 
Entering Unmasked Estep 
Score: -21952556.000000 Penalty: 6023.706543
	Iteration 453Q: 3 clusters Score -2.195256e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 157603 members 
Entering Unmasked Estep 
Score: -21952582.000000 Penalty: 6023.706543
	Iteration 454Q: 3 clusters Score -2.195258e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 157666 members 
Entering Unmasked Estep 
Score: -21952546.000000 Penalty: 6023.706543
	Iteration 455Q: 3 clusters Score -2.195255e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -21952554.000000 Penalty: 6023.706543
	Iteration 456Q: 3 clusters Score -2.195255e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 157802 members 
Entering Unmasked Estep 
Score: -21952550.000000 Penalty: 6023.706543
	Iteration 457Q: 3 clusters Score -2.195255e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 157895 members 
Entering Unmasked Estep 
Score: -21952532.000000 Penalty: 6023.706543
	Iteration 458Q: 3 clusters Score -2.195253e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 157986 members 
Entering Unmasked Estep 
Score: -21952538.000000 Penalty: 6023.706543
	Iteration 459Q: 3 clusters Score -2.195254e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -21952534.000000 Penalty: 6023.706543
	Iteration 460F: 3 clusters Score -2.195253e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 158147 members 
Entering Unmasked Estep 
Score: -21952528.000000 Penalty: 6023.706543
	Iteration 461Q: 3 clusters Score -2.195253e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -21952560.000000 Penalty: 6023.706543
	Iteration 462Q: 3 clusters Score -2.195256e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 158350 members 
Entering Unmasked Estep 
Score: -21952534.000000 Penalty: 6023.706543
	Iteration 463Q: 3 clusters Score -2.195253e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 158453 members 
Entering Unmasked Estep 
Score: -21952478.000000 Penalty: 6023.706543
	Iteration 464Q: 3 clusters Score -2.195248e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 158545 members 
Entering Unmasked Estep 
Score: -21952522.000000 Penalty: 6023.706543
	Iteration 465Q: 3 clusters Score -2.195252e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 158627 members 
Entering Unmasked Estep 
Score: -21952552.000000 Penalty: 6023.706543
	Iteration 466Q: 3 clusters Score -2.195255e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 158721 members 
Entering Unmasked Estep 
Score: -21952564.000000 Penalty: 6023.706543
	Iteration 467Q: 3 clusters Score -2.195256e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 158804 members 
Entering Unmasked Estep 
Score: -21952566.000000 Penalty: 6023.706543
	Iteration 468Q: 3 clusters Score -2.195257e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 158885 members 
Entering Unmasked Estep 
Score: -21952588.000000 Penalty: 6023.706543
	Iteration 469Q: 3 clusters Score -2.195259e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 158972 members 
Entering Unmasked Estep 
Score: -21952588.000000 Penalty: 6023.706543
	Iteration 470Q: 3 clusters Score -2.195259e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 159057 members 
Entering Unmasked Estep 
Score: -21952612.000000 Penalty: 6023.706543
	Iteration 471Q: 3 clusters Score -2.195261e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 159134 members 
Entering Unmasked Estep 
Score: -21952614.000000 Penalty: 6023.706543
	Iteration 472Q: 3 clusters Score -2.195261e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -21952636.000000 Penalty: 6023.706543
	Iteration 473Q: 3 clusters Score -2.195264e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 159282 members 
Entering Unmasked Estep 
Score: -21952658.000000 Penalty: 6023.706543
	Iteration 474Q: 3 clusters Score -2.195266e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 159365 members 
Entering Unmasked Estep 
Score: -21952652.000000 Penalty: 6023.706543
	Iteration 475Q: 3 clusters Score -2.195265e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -21952680.000000 Penalty: 6023.706543
	Iteration 476Q: 3 clusters Score -2.195268e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 159542 members 
Entering Unmasked Estep 
Score: -21952668.000000 Penalty: 6023.706543
	Iteration 477Q: 3 clusters Score -2.195267e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 159617 members 
Entering Unmasked Estep 
Score: -21952646.000000 Penalty: 6023.706543
	Iteration 478Q: 3 clusters Score -2.195265e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 159688 members 
Entering Unmasked Estep 
Score: -21952636.000000 Penalty: 6023.706543
	Iteration 479Q: 3 clusters Score -2.195264e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 159759 members 
Entering Unmasked Estep 
Score: -21952618.000000 Penalty: 6023.706543
	Iteration 480F: 3 clusters Score -2.195262e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -21952636.000000 Penalty: 6023.706543
	Iteration 481Q: 3 clusters Score -2.195264e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 159915 members 
Entering Unmasked Estep 
Score: -21952664.000000 Penalty: 6023.706543
	Iteration 482Q: 3 clusters Score -2.195266e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -21952648.000000 Penalty: 6023.706543
	Iteration 483Q: 3 clusters Score -2.195265e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 160070 members 
Entering Unmasked Estep 
Score: -21952682.000000 Penalty: 6023.706543
	Iteration 484Q: 3 clusters Score -2.195268e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 160148 members 
Entering Unmasked Estep 
Score: -21952702.000000 Penalty: 6023.706543
	Iteration 485Q: 3 clusters Score -2.19527e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 160230 members 
Entering Unmasked Estep 
Score: -21952694.000000 Penalty: 6023.706543
	Iteration 486Q: 3 clusters Score -2.195269e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 160318 members 
Entering Unmasked Estep 
Score: -21952680.000000 Penalty: 6023.706543
	Iteration 487Q: 3 clusters Score -2.195268e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 160415 members 
Entering Unmasked Estep 
Score: -21952680.000000 Penalty: 6023.706543
	Iteration 488Q: 3 clusters Score -2.195268e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 160519 members 
Entering Unmasked Estep 
Score: -21952668.000000 Penalty: 6023.706543
	Iteration 489Q: 3 clusters Score -2.195267e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 160604 members 
Entering Unmasked Estep 
Score: -21952680.000000 Penalty: 6023.706543
	Iteration 490Q: 3 clusters Score -2.195268e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -21952674.000000 Penalty: 6023.706543
	Iteration 491Q: 3 clusters Score -2.195267e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 160767 members 
Entering Unmasked Estep 
Score: -21952684.000000 Penalty: 6023.706543
	Iteration 492Q: 3 clusters Score -2.195268e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 160842 members 
Entering Unmasked Estep 
Score: -21952654.000000 Penalty: 6023.706543
	Iteration 493Q: 3 clusters Score -2.195265e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 160912 members 
Entering Unmasked Estep 
Score: -21952690.000000 Penalty: 6023.706543
	Iteration 494Q: 3 clusters Score -2.195269e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 160990 members 
Entering Unmasked Estep 
Score: -21952686.000000 Penalty: 6023.706543
	Iteration 495Q: 3 clusters Score -2.195269e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 161080 members 
Entering Unmasked Estep 
Score: -21952682.000000 Penalty: 6023.706543
	Iteration 496Q: 3 clusters Score -2.195268e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 161179 members 
Entering Unmasked Estep 
Score: -21952668.000000 Penalty: 6023.706543
	Iteration 497Q: 3 clusters Score -2.195267e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 161293 members 
Entering Unmasked Estep 
Score: -21952648.000000 Penalty: 6023.706543
	Iteration 498Q: 3 clusters Score -2.195265e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 161428 members 
Entering Unmasked Estep 
Score: -21952692.000000 Penalty: 6023.706543
	Iteration 499Q: 3 clusters Score -2.195269e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 161557 members 
Entering Unmasked Estep 
Score: -21952692.000000 Penalty: 6023.706543
	Iteration 500F: 3 clusters Score -2.195269e+07 nChanged 135
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 13 (186869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186869 members 
Entering Unmasked Estep 
Score: -22046116.000000 Penalty: 3010.264648
	Iteration 0F: 2 clusters Score -2.204612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -21923398.000000 Penalty: 6020.529297
	Iteration 0F: 3 clusters Score -2.19234e+07 nChanged 89706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -21975572.000000 Penalty: 6020.529297
	Iteration 1F: 3 clusters Score -2.197557e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -21976908.000000 Penalty: 6020.529297
	Iteration 2Q: 3 clusters Score -2.197691e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 92135 members 
Entering Unmasked Estep 
Score: -21978860.000000 Penalty: 6020.529297
	Iteration 3Q: 3 clusters Score -2.197886e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -21981602.000000 Penalty: 6020.529297
	Iteration 4Q: 3 clusters Score -2.19816e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -21985354.000000 Penalty: 6020.529297
	Iteration 5Q: 3 clusters Score -2.198535e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -21990320.000000 Penalty: 6020.529297
	Iteration 6F: 3 clusters Score -2.199032e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -21995806.000000 Penalty: 6020.529297
	Iteration 7F: 3 clusters Score -2.199581e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97458 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -22000526.000000 Penalty: 6020.529297
	Iteration 8F: 3 clusters Score -2.200053e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99330 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -22004522.000000 Penalty: 6020.529297
	Iteration 9F: 3 clusters Score -2.200452e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -22007528.000000 Penalty: 6020.529297
	Iteration 10Q: 3 clusters Score -2.200753e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -22010312.000000 Penalty: 6020.529297
	Iteration 11Q: 3 clusters Score -2.201031e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -22012616.000000 Penalty: 6020.529297
	Iteration 12Q: 3 clusters Score -2.201262e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115485 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -22014848.000000 Penalty: 6020.529297
	Iteration 13Q: 3 clusters Score -2.201485e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121813 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -22017582.000000 Penalty: 6020.529297
	Iteration 14Q: 3 clusters Score -2.201758e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128796 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -22020302.000000 Penalty: 6020.529297
	Iteration 15Q: 3 clusters Score -2.20203e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -22023500.000000 Penalty: 6020.529297
	Iteration 16Q: 3 clusters Score -2.20235e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143959 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -22026982.000000 Penalty: 6020.529297
	Iteration 17Q: 3 clusters Score -2.202698e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151563 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -22030700.000000 Penalty: 6020.529297
	Iteration 18Q: 3 clusters Score -2.20307e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -22034168.000000 Penalty: 6020.529297
	Iteration 19Q: 3 clusters Score -2.203417e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164808 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -22037098.000000 Penalty: 6020.529297
	Iteration 20F: 3 clusters Score -2.20371e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169917 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -22039416.000000 Penalty: 6020.529297
	Iteration 21Q: 3 clusters Score -2.203942e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173888 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -22040948.000000 Penalty: 6020.529297
	Iteration 22Q: 3 clusters Score -2.204095e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176884 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -22042030.000000 Penalty: 6020.529297
	Iteration 23Q: 3 clusters Score -2.204203e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178983 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -22042696.000000 Penalty: 6020.529297
	Iteration 24Q: 3 clusters Score -2.20427e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180521 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -22043206.000000 Penalty: 6020.529297
	Iteration 25Q: 3 clusters Score -2.204321e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181609 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -22043378.000000 Penalty: 6020.529297
	Iteration 26Q: 3 clusters Score -2.204338e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182357 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -22043632.000000 Penalty: 6020.529297
	Iteration 27Q: 3 clusters Score -2.204363e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182888 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -22043730.000000 Penalty: 6020.529297
	Iteration 28Q: 3 clusters Score -2.204373e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183267 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -22043818.000000 Penalty: 6020.529297
	Iteration 29Q: 3 clusters Score -2.204382e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183569 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -22043932.000000 Penalty: 6020.529297
	Iteration 30Q: 3 clusters Score -2.204393e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183803 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -22044030.000000 Penalty: 6020.529297
	Iteration 31Q: 3 clusters Score -2.204403e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183986 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -22044044.000000 Penalty: 6020.529297
	Iteration 32Q: 3 clusters Score -2.204404e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184126 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -22044050.000000 Penalty: 6020.529297
	Iteration 33Q: 3 clusters Score -2.204405e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184234 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -22044080.000000 Penalty: 6020.529297
	Iteration 34Q: 3 clusters Score -2.204408e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184315 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -22044084.000000 Penalty: 6020.529297
	Iteration 35Q: 3 clusters Score -2.204408e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184388 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -22044118.000000 Penalty: 6020.529297
	Iteration 36Q: 3 clusters Score -2.204412e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184436 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -22044154.000000 Penalty: 6020.529297
	Iteration 37Q: 3 clusters Score -2.204415e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184496 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -22044162.000000 Penalty: 6020.529297
	Iteration 38Q: 3 clusters Score -2.204416e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184549 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -22044184.000000 Penalty: 6020.529297
	Iteration 39Q: 3 clusters Score -2.204418e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184595 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -22044168.000000 Penalty: 6020.529297
	Iteration 40F: 3 clusters Score -2.204417e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -22044180.000000 Penalty: 6020.529297
	Iteration 41Q: 3 clusters Score -2.204418e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184656 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -22044188.000000 Penalty: 6020.529297
	Iteration 42Q: 3 clusters Score -2.204419e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184679 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -22044184.000000 Penalty: 6020.529297
	Iteration 43Q: 3 clusters Score -2.204418e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184704 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -22044190.000000 Penalty: 6020.529297
	Iteration 44Q: 3 clusters Score -2.204419e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184719 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -22044184.000000 Penalty: 6020.529297
	Iteration 45Q: 3 clusters Score -2.204418e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184734 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22044188.000000 Penalty: 6020.529297
	Iteration 46Q: 3 clusters Score -2.204419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184750 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -22044204.000000 Penalty: 6020.529297
	Iteration 47Q: 3 clusters Score -2.20442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184765 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -22044184.000000 Penalty: 6020.529297
	Iteration 48Q: 3 clusters Score -2.204418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184779 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -22044186.000000 Penalty: 6020.529297
	Iteration 49Q: 3 clusters Score -2.204419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184791 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -22044186.000000 Penalty: 6020.529297
	Iteration 50Q: 3 clusters Score -2.204419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184798 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -22044184.000000 Penalty: 6020.529297
	Iteration 51Q: 3 clusters Score -2.204418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184810 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -22044206.000000 Penalty: 6020.529297
	Iteration 52Q: 3 clusters Score -2.204421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184813 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -22044202.000000 Penalty: 6020.529297
	Iteration 53Q: 3 clusters Score -2.20442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184827 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -22044202.000000 Penalty: 6020.529297
	Iteration 54Q: 3 clusters Score -2.20442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184839 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -22044210.000000 Penalty: 6020.529297
	Iteration 55Q: 3 clusters Score -2.204421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184848 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -22044190.000000 Penalty: 6020.529297
	Iteration 56Q: 3 clusters Score -2.204419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184851 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -22044206.000000 Penalty: 6020.529297
	Iteration 57Q: 3 clusters Score -2.204421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184856 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22044210.000000 Penalty: 6020.529297
	Iteration 58Q: 3 clusters Score -2.204421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184870 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -22044206.000000 Penalty: 6020.529297
	Iteration 59Q: 3 clusters Score -2.204421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184878 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -22044206.000000 Penalty: 6020.529297
	Iteration 60F: 3 clusters Score -2.204421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184888 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -22044210.000000 Penalty: 6020.529297
	Iteration 61Q: 3 clusters Score -2.204421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184894 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22044218.000000 Penalty: 6020.529297
	Iteration 62Q: 3 clusters Score -2.204422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184908 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -22044212.000000 Penalty: 6020.529297
	Iteration 63Q: 3 clusters Score -2.204421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184924 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -22044218.000000 Penalty: 6020.529297
	Iteration 64Q: 3 clusters Score -2.204422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184932 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -22044222.000000 Penalty: 6020.529297
	Iteration 65Q: 3 clusters Score -2.204422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184938 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -22044212.000000 Penalty: 6020.529297
	Iteration 66Q: 3 clusters Score -2.204421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184943 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -22044210.000000 Penalty: 6020.529297
	Iteration 67Q: 3 clusters Score -2.204421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184946 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -22044204.000000 Penalty: 6020.529297
	Iteration 68Q: 3 clusters Score -2.20442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184953 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -22044208.000000 Penalty: 6020.529297
	Iteration 69Q: 3 clusters Score -2.204421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184960 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -22044202.000000 Penalty: 6020.529297
	Iteration 70Q: 3 clusters Score -2.20442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184970 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -22044204.000000 Penalty: 6020.529297
	Iteration 71Q: 3 clusters Score -2.20442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184980 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -22044208.000000 Penalty: 6020.529297
	Iteration 72Q: 3 clusters Score -2.204421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184982 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22044202.000000 Penalty: 6020.529297
	Iteration 73Q: 3 clusters Score -2.20442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184982 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22044220.000000 Penalty: 6020.529297
	Iteration 74Q: 3 clusters Score -2.204422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184982 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22044214.000000 Penalty: 6020.529297
	Iteration 75Q: 3 clusters Score -2.204421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184982 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22044214.000000 Penalty: 6020.529297
	Iteration 76Q: 3 clusters Score -2.204421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184983 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -22044212.000000 Penalty: 6020.529297
	Iteration 77Q: 3 clusters Score -2.204421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184983 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -22044212.000000 Penalty: 6020.529297
	Iteration 78F: 3 clusters Score -2.204421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -32412.824219 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -32412.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31124.404297 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -31124.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31321.779297 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -31321.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31484.605469 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -31484.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31561.326172 Penalty: 2862.634766
	Iteration 3F: 3 clusters Score -31561.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31605.039062 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -31605.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31650.878906 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -31650.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31731.263672 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -31731.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31783.984375 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -31783.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31818.412109 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -31818.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31827.949219 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -31827.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31832.398438 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -31832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31832.398438 Penalty: 2862.634766
	Iteration 11F: 3 clusters Score -31832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -388536.562500 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -388536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -385480.031250 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -385480 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -386265.781250 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -386265.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -386565.718750 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -386565.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -386868.312500 Penalty: 3924.924805
	Iteration 3F: 3 clusters Score -386868.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -387165.687500 Penalty: 3924.924805
	Iteration 4F: 3 clusters Score -387165.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -387421.156250 Penalty: 3924.924805
	Iteration 5F: 3 clusters Score -387421.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -387604.218750 Penalty: 3924.924805
	Iteration 6F: 3 clusters Score -387604.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -387713.656250 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -387713.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -387788.406250 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -387788.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -387845.656250 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -387845.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -387876.656250 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -387876.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -387895.000000 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -387895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -387912.625000 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -387912.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -387919.718750 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -387919.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -387926.937500 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -387926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -387934.281250 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -387934.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -387940.843750 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -387940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -387943.812500 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -387943.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -387948.437500 Penalty: 3924.924805
	Iteration 18Q: 3 clusters Score -387948.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -387949.750000 Penalty: 3924.924805
	Iteration 19Q: 3 clusters Score -387949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -387950.781250 Penalty: 3924.924805
	Iteration 20F: 3 clusters Score -387950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -387951.000000 Penalty: 3924.924805
	Iteration 21Q: 3 clusters Score -387951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -387951.656250 Penalty: 3924.924805
	Iteration 22Q: 3 clusters Score -387951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -387951.656250 Penalty: 3924.924805
	Iteration 23F: 3 clusters Score -387951.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -221615.734375 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -221615.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219050.406250 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -219050.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -219503.640625 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -219503.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -219637.750000 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -219637.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -219716.687500 Penalty: 3742.250977
	Iteration 3Q: 3 clusters Score -219716.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -219769.281250 Penalty: 3742.250977
	Iteration 4Q: 3 clusters Score -219769.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219813.218750 Penalty: 3742.250977
	Iteration 5Q: 3 clusters Score -219813.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -219839.703125 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -219839.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -219870.765625 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -219870.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -219895.453125 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -219895.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -219912.171875 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -219912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -219918.078125 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -219918.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -219923.046875 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -219923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -219927.078125 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -219927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -219928.546875 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -219928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219929.140625 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -219929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -219929.796875 Penalty: 3742.250977
	Iteration 15Q: 3 clusters Score -219929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -219930.156250 Penalty: 3742.250977
	Iteration 16Q: 3 clusters Score -219930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -219930.156250 Penalty: 3742.250977
	Iteration 17F: 3 clusters Score -219930.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -317223.406250 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -317223.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -314130.968750 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -314131 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -314749.625000 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -314749.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -314913.281250 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -314913.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -315016.375000 Penalty: 3915.211670
	Iteration 3Q: 3 clusters Score -315016.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -315099.062500 Penalty: 3915.211670
	Iteration 4Q: 3 clusters Score -315099.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -315179.218750 Penalty: 3915.211670
	Iteration 5Q: 3 clusters Score -315179.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -315257.000000 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -315257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -315353.000000 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -315353 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -315452.906250 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -315452.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -315552.968750 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -315553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -315660.718750 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -315660.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -315773.562500 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -315773.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -315869.750000 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -315869.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -315923.718750 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -315923.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -315951.906250 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -315951.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -315963.062500 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -315963.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -315970.250000 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -315970.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -315976.156250 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -315976.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -315981.562500 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -315981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -315986.156250 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -315986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -315990.375000 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -315990.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -315997.843750 Penalty: 3915.211670
	Iteration 21Q: 3 clusters Score -315997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -316001.437500 Penalty: 3915.211670
	Iteration 22Q: 3 clusters Score -316001.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -316010.437500 Penalty: 3915.211670
	Iteration 23Q: 3 clusters Score -316010.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -316016.843750 Penalty: 3915.211670
	Iteration 24Q: 3 clusters Score -316016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -316022.843750 Penalty: 3915.211670
	Iteration 25Q: 3 clusters Score -316022.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -316026.906250 Penalty: 3915.211670
	Iteration 26Q: 3 clusters Score -316026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -316029.375000 Penalty: 3915.211670
	Iteration 27Q: 3 clusters Score -316029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -316031.625000 Penalty: 3915.211670
	Iteration 28Q: 3 clusters Score -316031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -316034.156250 Penalty: 3915.211670
	Iteration 29Q: 3 clusters Score -316034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -316034.375000 Penalty: 3915.211670
	Iteration 30Q: 3 clusters Score -316034.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -316036.093750 Penalty: 3915.211670
	Iteration 31Q: 3 clusters Score -316036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -316036.562500 Penalty: 3915.211670
	Iteration 32Q: 3 clusters Score -316036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -316038.843750 Penalty: 3915.211670
	Iteration 33Q: 3 clusters Score -316038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -316039.468750 Penalty: 3915.211670
	Iteration 34Q: 3 clusters Score -316039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -316039.968750 Penalty: 3915.211670
	Iteration 35Q: 3 clusters Score -316040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -316039.968750 Penalty: 3915.211670
	Iteration 36F: 3 clusters Score -316040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Entering Unmasked Estep 
Score: -637177.437500 Penalty: 2130.153320
	Iteration 0F: 2 clusters Score -637177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -632388.250000 Penalty: 4260.306641
	Iteration 0F: 3 clusters Score -632388.2 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -633577.437500 Penalty: 4260.306641
	Iteration 1F: 3 clusters Score -633577.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -633867.750000 Penalty: 4260.306641
	Iteration 2F: 3 clusters Score -633867.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -634063.812500 Penalty: 4260.306641
	Iteration 3F: 3 clusters Score -634063.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -634193.062500 Penalty: 4260.306641
	Iteration 4Q: 3 clusters Score -634193.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -634297.937500 Penalty: 4260.306641
	Iteration 5Q: 3 clusters Score -634297.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -634410.875000 Penalty: 4260.306641
	Iteration 6Q: 3 clusters Score -634410.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -634520.062500 Penalty: 4260.306641
	Iteration 7Q: 3 clusters Score -634520.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -634624.062500 Penalty: 4260.306641
	Iteration 8Q: 3 clusters Score -634624.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -634745.687500 Penalty: 4260.306641
	Iteration 9Q: 3 clusters Score -634745.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -634887.937500 Penalty: 4260.306641
	Iteration 10Q: 3 clusters Score -634887.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -635055.500000 Penalty: 4260.306641
	Iteration 11Q: 3 clusters Score -635055.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -635235.937500 Penalty: 4260.306641
	Iteration 12Q: 3 clusters Score -635235.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -635430.437500 Penalty: 4260.306641
	Iteration 13Q: 3 clusters Score -635430.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -635597.312500 Penalty: 4260.306641
	Iteration 14Q: 3 clusters Score -635597.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -635717.500000 Penalty: 4260.306641
	Iteration 15Q: 3 clusters Score -635717.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -635822.750000 Penalty: 4260.306641
	Iteration 16Q: 3 clusters Score -635822.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -635910.500000 Penalty: 4260.306641
	Iteration 17Q: 3 clusters Score -635910.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -635973.687500 Penalty: 4260.306641
	Iteration 18Q: 3 clusters Score -635973.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -636021.375000 Penalty: 4260.306641
	Iteration 19Q: 3 clusters Score -636021.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -636062.000000 Penalty: 4260.306641
	Iteration 20F: 3 clusters Score -636062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -636097.875000 Penalty: 4260.306641
	Iteration 21Q: 3 clusters Score -636097.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -636116.437500 Penalty: 4260.306641
	Iteration 22Q: 3 clusters Score -636116.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -636130.500000 Penalty: 4260.306641
	Iteration 23Q: 3 clusters Score -636130.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -636143.437500 Penalty: 4260.306641
	Iteration 24Q: 3 clusters Score -636143.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -636151.875000 Penalty: 4260.306641
	Iteration 25Q: 3 clusters Score -636151.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -636160.000000 Penalty: 4260.306641
	Iteration 26Q: 3 clusters Score -636160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -636162.312500 Penalty: 4260.306641
	Iteration 27Q: 3 clusters Score -636162.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -636163.812500 Penalty: 4260.306641
	Iteration 28Q: 3 clusters Score -636163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -636164.500000 Penalty: 4260.306641
	Iteration 29Q: 3 clusters Score -636164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -636165.187500 Penalty: 4260.306641
	Iteration 30Q: 3 clusters Score -636165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -636163.937500 Penalty: 4260.306641
	Iteration 31Q: 3 clusters Score -636163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -636163.937500 Penalty: 4260.306641
	Iteration 32F: 3 clusters Score -636163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Entering Unmasked Estep 
Score: -734140.562500 Penalty: 2163.038330
	Iteration 0F: 2 clusters Score -734140.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -728847.437500 Penalty: 4326.076660
	Iteration 0F: 3 clusters Score -728847.4 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -730175.312500 Penalty: 4326.076660
	Iteration 1F: 3 clusters Score -730175.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -730418.250000 Penalty: 4326.076660
	Iteration 2F: 3 clusters Score -730418.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -730560.437500 Penalty: 4326.076660
	Iteration 3Q: 3 clusters Score -730560.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -730670.000000 Penalty: 4326.076660
	Iteration 4Q: 3 clusters Score -730670 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -730763.687500 Penalty: 4326.076660
	Iteration 5Q: 3 clusters Score -730763.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -730854.437500 Penalty: 4326.076660
	Iteration 6Q: 3 clusters Score -730854.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -730933.250000 Penalty: 4326.076660
	Iteration 7Q: 3 clusters Score -730933.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -731004.812500 Penalty: 4326.076660
	Iteration 8Q: 3 clusters Score -731004.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -731087.562500 Penalty: 4326.076660
	Iteration 9Q: 3 clusters Score -731087.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -731152.812500 Penalty: 4326.076660
	Iteration 10Q: 3 clusters Score -731152.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -731214.000000 Penalty: 4326.076660
	Iteration 11Q: 3 clusters Score -731214 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -731289.500000 Penalty: 4326.076660
	Iteration 12Q: 3 clusters Score -731289.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -731377.000000 Penalty: 4326.076660
	Iteration 13Q: 3 clusters Score -731377 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -731461.187500 Penalty: 4326.076660
	Iteration 14Q: 3 clusters Score -731461.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -731548.875000 Penalty: 4326.076660
	Iteration 15Q: 3 clusters Score -731548.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -731617.625000 Penalty: 4326.076660
	Iteration 16Q: 3 clusters Score -731617.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -731683.250000 Penalty: 4326.076660
	Iteration 17Q: 3 clusters Score -731683.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -731764.187500 Penalty: 4326.076660
	Iteration 18Q: 3 clusters Score -731764.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -731853.125000 Penalty: 4326.076660
	Iteration 19Q: 3 clusters Score -731853.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -731936.687500 Penalty: 4326.076660
	Iteration 20F: 3 clusters Score -731936.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -732013.687500 Penalty: 4326.076660
	Iteration 21Q: 3 clusters Score -732013.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -732082.312500 Penalty: 4326.076660
	Iteration 22Q: 3 clusters Score -732082.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -732141.437500 Penalty: 4326.076660
	Iteration 23Q: 3 clusters Score -732141.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -732183.875000 Penalty: 4326.076660
	Iteration 24Q: 3 clusters Score -732183.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -732219.500000 Penalty: 4326.076660
	Iteration 25Q: 3 clusters Score -732219.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -732257.937500 Penalty: 4326.076660
	Iteration 26Q: 3 clusters Score -732257.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -732292.812500 Penalty: 4326.076660
	Iteration 27Q: 3 clusters Score -732292.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -732316.375000 Penalty: 4326.076660
	Iteration 28Q: 3 clusters Score -732316.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -732331.875000 Penalty: 4326.076660
	Iteration 29Q: 3 clusters Score -732331.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -732337.375000 Penalty: 4326.076660
	Iteration 30Q: 3 clusters Score -732337.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -732347.687500 Penalty: 4326.076660
	Iteration 31Q: 3 clusters Score -732347.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -732354.000000 Penalty: 4326.076660
	Iteration 32Q: 3 clusters Score -732354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -732356.437500 Penalty: 4326.076660
	Iteration 33Q: 3 clusters Score -732356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -732357.875000 Penalty: 4326.076660
	Iteration 34Q: 3 clusters Score -732357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -732359.312500 Penalty: 4326.076660
	Iteration 35Q: 3 clusters Score -732359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -732360.750000 Penalty: 4326.076660
	Iteration 36Q: 3 clusters Score -732360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -732362.000000 Penalty: 4326.076660
	Iteration 37Q: 3 clusters Score -732362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -732364.500000 Penalty: 4326.076660
	Iteration 38Q: 3 clusters Score -732364.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -732364.500000 Penalty: 4326.076660
	Iteration 39F: 3 clusters Score -732364.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Entering Unmasked Estep 
Score: -1805726.125000 Penalty: 2417.909912
	Iteration 0F: 2 clusters Score -1805726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1793475.000000 Penalty: 4835.819824
	Iteration 0F: 3 clusters Score -1793475 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1797473.625000 Penalty: 4835.819824
	Iteration 1F: 3 clusters Score -1797474 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1797989.125000 Penalty: 4835.819824
	Iteration 2F: 3 clusters Score -1797989 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1798436.000000 Penalty: 4835.819824
	Iteration 3F: 3 clusters Score -1798436 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1798872.250000 Penalty: 4835.819824
	Iteration 4F: 3 clusters Score -1798872 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1799364.875000 Penalty: 4835.819824
	Iteration 5F: 3 clusters Score -1799365 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1799886.875000 Penalty: 4835.819824
	Iteration 6F: 3 clusters Score -1799887 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1800399.000000 Penalty: 4835.819824
	Iteration 7F: 3 clusters Score -1800399 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1800915.375000 Penalty: 4835.819824
	Iteration 8Q: 3 clusters Score -1800915 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1801453.500000 Penalty: 4835.819824
	Iteration 9Q: 3 clusters Score -1801454 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1802016.250000 Penalty: 4835.819824
	Iteration 10Q: 3 clusters Score -1802016 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1802510.500000 Penalty: 4835.819824
	Iteration 11Q: 3 clusters Score -1802510 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1802906.250000 Penalty: 4835.819824
	Iteration 12Q: 3 clusters Score -1802906 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1803200.000000 Penalty: 4835.819824
	Iteration 13Q: 3 clusters Score -1803200 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1803438.750000 Penalty: 4835.819824
	Iteration 14Q: 3 clusters Score -1803439 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1803622.250000 Penalty: 4835.819824
	Iteration 15Q: 3 clusters Score -1803622 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1803754.250000 Penalty: 4835.819824
	Iteration 16Q: 3 clusters Score -1803754 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1803859.750000 Penalty: 4835.819824
	Iteration 17Q: 3 clusters Score -1803860 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1803951.125000 Penalty: 4835.819824
	Iteration 18Q: 3 clusters Score -1803951 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1804023.000000 Penalty: 4835.819824
	Iteration 19Q: 3 clusters Score -1804023 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1804081.750000 Penalty: 4835.819824
	Iteration 20F: 3 clusters Score -1804082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1804135.500000 Penalty: 4835.819824
	Iteration 21Q: 3 clusters Score -1804136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1804187.125000 Penalty: 4835.819824
	Iteration 22Q: 3 clusters Score -1804187 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1804242.750000 Penalty: 4835.819824
	Iteration 23Q: 3 clusters Score -1804243 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1804280.750000 Penalty: 4835.819824
	Iteration 24Q: 3 clusters Score -1804281 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1804320.625000 Penalty: 4835.819824
	Iteration 25Q: 3 clusters Score -1804321 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1804364.000000 Penalty: 4835.819824
	Iteration 26Q: 3 clusters Score -1804364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1804398.625000 Penalty: 4835.819824
	Iteration 27Q: 3 clusters Score -1804399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1804422.375000 Penalty: 4835.819824
	Iteration 28Q: 3 clusters Score -1804422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1804447.125000 Penalty: 4835.819824
	Iteration 29Q: 3 clusters Score -1804447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1804458.250000 Penalty: 4835.819824
	Iteration 30Q: 3 clusters Score -1804458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1804467.125000 Penalty: 4835.819824
	Iteration 31Q: 3 clusters Score -1804467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1804474.750000 Penalty: 4835.819824
	Iteration 32Q: 3 clusters Score -1804475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1804479.875000 Penalty: 4835.819824
	Iteration 33Q: 3 clusters Score -1804480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1804487.250000 Penalty: 4835.819824
	Iteration 34Q: 3 clusters Score -1804487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1804494.625000 Penalty: 4835.819824
	Iteration 35Q: 3 clusters Score -1804495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1804494.875000 Penalty: 4835.819824
	Iteration 36Q: 3 clusters Score -1804495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1804500.750000 Penalty: 4835.819824
	Iteration 37Q: 3 clusters Score -1804501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1804506.875000 Penalty: 4835.819824
	Iteration 38Q: 3 clusters Score -1804507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1804511.375000 Penalty: 4835.819824
	Iteration 39Q: 3 clusters Score -1804511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1804518.875000 Penalty: 4835.819824
	Iteration 40F: 3 clusters Score -1804519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1804516.250000 Penalty: 4835.819824
	Iteration 41Q: 3 clusters Score -1804516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1804522.000000 Penalty: 4835.819824
	Iteration 42Q: 3 clusters Score -1804522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1804528.500000 Penalty: 4835.819824
	Iteration 43Q: 3 clusters Score -1804528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1804529.875000 Penalty: 4835.819824
	Iteration 44Q: 3 clusters Score -1804530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1804532.125000 Penalty: 4835.819824
	Iteration 45Q: 3 clusters Score -1804532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1804532.375000 Penalty: 4835.819824
	Iteration 46Q: 3 clusters Score -1804532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1804536.875000 Penalty: 4835.819824
	Iteration 47Q: 3 clusters Score -1804537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1804540.625000 Penalty: 4835.819824
	Iteration 48Q: 3 clusters Score -1804541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1804554.000000 Penalty: 4835.819824
	Iteration 49Q: 3 clusters Score -1804554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1804564.000000 Penalty: 4835.819824
	Iteration 50Q: 3 clusters Score -1804564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1804569.250000 Penalty: 4835.819824
	Iteration 51Q: 3 clusters Score -1804569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1804569.625000 Penalty: 4835.819824
	Iteration 52Q: 3 clusters Score -1804570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1804570.500000 Penalty: 4835.819824
	Iteration 53Q: 3 clusters Score -1804570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1804572.875000 Penalty: 4835.819824
	Iteration 54Q: 3 clusters Score -1804573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1804576.250000 Penalty: 4835.819824
	Iteration 55Q: 3 clusters Score -1804576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1804576.750000 Penalty: 4835.819824
	Iteration 56Q: 3 clusters Score -1804577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1804576.375000 Penalty: 4835.819824
	Iteration 57Q: 3 clusters Score -1804576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1804575.125000 Penalty: 4835.819824
	Iteration 58Q: 3 clusters Score -1804575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1804577.500000 Penalty: 4835.819824
	Iteration 59Q: 3 clusters Score -1804578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1804581.375000 Penalty: 4835.819824
	Iteration 60F: 3 clusters Score -1804581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1804579.250000 Penalty: 4835.819824
	Iteration 61Q: 3 clusters Score -1804579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1804580.125000 Penalty: 4835.819824
	Iteration 62Q: 3 clusters Score -1804580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1804579.250000 Penalty: 4835.819824
	Iteration 63Q: 3 clusters Score -1804579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1804580.375000 Penalty: 4835.819824
	Iteration 64Q: 3 clusters Score -1804580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1804577.625000 Penalty: 4835.819824
	Iteration 65Q: 3 clusters Score -1804578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1804577.375000 Penalty: 4835.819824
	Iteration 66Q: 3 clusters Score -1804577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1804580.625000 Penalty: 4835.819824
	Iteration 67Q: 3 clusters Score -1804581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1804576.500000 Penalty: 4835.819824
	Iteration 68Q: 3 clusters Score -1804576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1804580.875000 Penalty: 4835.819824
	Iteration 69Q: 3 clusters Score -1804581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1804582.375000 Penalty: 4835.819824
	Iteration 70Q: 3 clusters Score -1804582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1804581.875000 Penalty: 4835.819824
	Iteration 71Q: 3 clusters Score -1804582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1804581.875000 Penalty: 4835.819824
	Iteration 72F: 3 clusters Score -1804582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Entering Unmasked Estep 
Score: -1567475.000000 Penalty: 2354.870117
	Iteration 0F: 2 clusters Score -1567475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1557749.000000 Penalty: 4709.740234
	Iteration 0F: 3 clusters Score -1557749 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1560807.750000 Penalty: 4709.740234
	Iteration 1F: 3 clusters Score -1560808 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1561303.500000 Penalty: 4709.740234
	Iteration 2F: 3 clusters Score -1561304 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1561917.875000 Penalty: 4709.740234
	Iteration 3F: 3 clusters Score -1561918 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1562766.125000 Penalty: 4709.740234
	Iteration 4F: 3 clusters Score -1562766 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1563614.250000 Penalty: 4709.740234
	Iteration 5F: 3 clusters Score -1563614 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1564309.750000 Penalty: 4709.740234
	Iteration 6F: 3 clusters Score -1564310 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1564851.500000 Penalty: 4709.740234
	Iteration 7F: 3 clusters Score -1564852 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1565343.500000 Penalty: 4709.740234
	Iteration 8Q: 3 clusters Score -1565344 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1565797.875000 Penalty: 4709.740234
	Iteration 9Q: 3 clusters Score -1565798 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1566189.375000 Penalty: 4709.740234
	Iteration 10Q: 3 clusters Score -1566189 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1566481.625000 Penalty: 4709.740234
	Iteration 11Q: 3 clusters Score -1566482 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1566638.500000 Penalty: 4709.740234
	Iteration 12Q: 3 clusters Score -1566638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1566737.500000 Penalty: 4709.740234
	Iteration 13Q: 3 clusters Score -1566738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1566806.875000 Penalty: 4709.740234
	Iteration 14Q: 3 clusters Score -1566807 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1566859.750000 Penalty: 4709.740234
	Iteration 15Q: 3 clusters Score -1566860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1566898.375000 Penalty: 4709.740234
	Iteration 16Q: 3 clusters Score -1566898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1566924.375000 Penalty: 4709.740234
	Iteration 17Q: 3 clusters Score -1566924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1566939.375000 Penalty: 4709.740234
	Iteration 18Q: 3 clusters Score -1566939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1566946.750000 Penalty: 4709.740234
	Iteration 19Q: 3 clusters Score -1566947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1566955.750000 Penalty: 4709.740234
	Iteration 20F: 3 clusters Score -1566956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1566958.000000 Penalty: 4709.740234
	Iteration 21Q: 3 clusters Score -1566958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1566962.500000 Penalty: 4709.740234
	Iteration 22Q: 3 clusters Score -1566962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1566971.875000 Penalty: 4709.740234
	Iteration 23Q: 3 clusters Score -1566972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1566975.125000 Penalty: 4709.740234
	Iteration 24Q: 3 clusters Score -1566975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1566983.500000 Penalty: 4709.740234
	Iteration 25Q: 3 clusters Score -1566984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1566988.125000 Penalty: 4709.740234
	Iteration 26Q: 3 clusters Score -1566988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1566992.625000 Penalty: 4709.740234
	Iteration 27Q: 3 clusters Score -1566993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1566995.750000 Penalty: 4709.740234
	Iteration 28Q: 3 clusters Score -1566996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1566995.625000 Penalty: 4709.740234
	Iteration 29Q: 3 clusters Score -1566996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1567001.125000 Penalty: 4709.740234
	Iteration 30Q: 3 clusters Score -1567001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1567001.125000 Penalty: 4709.740234
	Iteration 31Q: 3 clusters Score -1567001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1567000.875000 Penalty: 4709.740234
	Iteration 32Q: 3 clusters Score -1567001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1567002.375000 Penalty: 4709.740234
	Iteration 33Q: 3 clusters Score -1567002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1567005.625000 Penalty: 4709.740234
	Iteration 34Q: 3 clusters Score -1567006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1567005.625000 Penalty: 4709.740234
	Iteration 35F: 3 clusters Score -1567006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -96269.210938 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -96269.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -94573.921875 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -94573.92 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94990.375000 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -94990.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95236.445312 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -95236.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95366.718750 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -95366.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95417.671875 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -95417.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95440.226562 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -95440.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95455.984375 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -95455.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95486.890625 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -95486.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95498.570312 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -95498.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95504.828125 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -95504.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95504.828125 Penalty: 3257.069580
	Iteration 10F: 3 clusters Score -95504.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Entering Unmasked Estep 
Score: -5079032.000000 Penalty: 2647.481934
	Iteration 0F: 2 clusters Score -5079032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -5049789.000000 Penalty: 5294.963867
	Iteration 0F: 3 clusters Score -5049789 nChanged 19746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -5060669.000000 Penalty: 5294.963867
	Iteration 1F: 3 clusters Score -5060669 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5061280.000000 Penalty: 5294.963867
	Iteration 2Q: 3 clusters Score -5061280 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5061910.000000 Penalty: 5294.963867
	Iteration 3Q: 3 clusters Score -5061910 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -5062762.000000 Penalty: 5294.963867
	Iteration 4Q: 3 clusters Score -5062762 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -5063813.000000 Penalty: 5294.963867
	Iteration 5Q: 3 clusters Score -5063813 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -5064996.500000 Penalty: 5294.963867
	Iteration 6F: 3 clusters Score -5064996 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5066309.500000 Penalty: 5294.963867
	Iteration 7F: 3 clusters Score -5066310 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -5067631.500000 Penalty: 5294.963867
	Iteration 8F: 3 clusters Score -5067632 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -5069022.500000 Penalty: 5294.963867
	Iteration 9F: 3 clusters Score -5069022 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -5070488.500000 Penalty: 5294.963867
	Iteration 10F: 3 clusters Score -5070488 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -5071850.500000 Penalty: 5294.963867
	Iteration 11Q: 3 clusters Score -5071850 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -5072940.500000 Penalty: 5294.963867
	Iteration 12Q: 3 clusters Score -5072940 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -5073659.000000 Penalty: 5294.963867
	Iteration 13Q: 3 clusters Score -5073659 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -5074181.500000 Penalty: 5294.963867
	Iteration 14Q: 3 clusters Score -5074182 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -5074490.500000 Penalty: 5294.963867
	Iteration 15Q: 3 clusters Score -5074490 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -5074722.500000 Penalty: 5294.963867
	Iteration 16Q: 3 clusters Score -5074722 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -5074972.000000 Penalty: 5294.963867
	Iteration 17Q: 3 clusters Score -5074972 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -5075175.500000 Penalty: 5294.963867
	Iteration 18Q: 3 clusters Score -5075176 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -5075386.500000 Penalty: 5294.963867
	Iteration 19Q: 3 clusters Score -5075386 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -5075557.500000 Penalty: 5294.963867
	Iteration 20F: 3 clusters Score -5075558 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -5075771.500000 Penalty: 5294.963867
	Iteration 21Q: 3 clusters Score -5075772 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -5075882.000000 Penalty: 5294.963867
	Iteration 22Q: 3 clusters Score -5075882 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -5076010.500000 Penalty: 5294.963867
	Iteration 23Q: 3 clusters Score -5076010 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -5076130.500000 Penalty: 5294.963867
	Iteration 24Q: 3 clusters Score -5076130 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -5076203.500000 Penalty: 5294.963867
	Iteration 25Q: 3 clusters Score -5076204 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -5076301.500000 Penalty: 5294.963867
	Iteration 26Q: 3 clusters Score -5076302 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -5076371.500000 Penalty: 5294.963867
	Iteration 27Q: 3 clusters Score -5076372 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -5076430.500000 Penalty: 5294.963867
	Iteration 28Q: 3 clusters Score -5076430 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -5076480.500000 Penalty: 5294.963867
	Iteration 29Q: 3 clusters Score -5076480 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -5076506.500000 Penalty: 5294.963867
	Iteration 30Q: 3 clusters Score -5076506 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -5076556.000000 Penalty: 5294.963867
	Iteration 31Q: 3 clusters Score -5076556 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -5076602.000000 Penalty: 5294.963867
	Iteration 32Q: 3 clusters Score -5076602 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -5076615.000000 Penalty: 5294.963867
	Iteration 33Q: 3 clusters Score -5076615 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -5076651.500000 Penalty: 5294.963867
	Iteration 34Q: 3 clusters Score -5076652 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -5076669.500000 Penalty: 5294.963867
	Iteration 35Q: 3 clusters Score -5076670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -5076695.500000 Penalty: 5294.963867
	Iteration 36Q: 3 clusters Score -5076696 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5076710.000000 Penalty: 5294.963867
	Iteration 37Q: 3 clusters Score -5076710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -5076717.000000 Penalty: 5294.963867
	Iteration 38Q: 3 clusters Score -5076717 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -5076715.500000 Penalty: 5294.963867
	Iteration 39Q: 3 clusters Score -5076716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -5076737.000000 Penalty: 5294.963867
	Iteration 40F: 3 clusters Score -5076737 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -5076766.000000 Penalty: 5294.963867
	Iteration 41Q: 3 clusters Score -5076766 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5076783.500000 Penalty: 5294.963867
	Iteration 42Q: 3 clusters Score -5076784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5076782.500000 Penalty: 5294.963867
	Iteration 43Q: 3 clusters Score -5076782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -5076814.000000 Penalty: 5294.963867
	Iteration 44Q: 3 clusters Score -5076814 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -5076821.500000 Penalty: 5294.963867
	Iteration 45Q: 3 clusters Score -5076822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -5076831.000000 Penalty: 5294.963867
	Iteration 46Q: 3 clusters Score -5076831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -5076852.000000 Penalty: 5294.963867
	Iteration 47Q: 3 clusters Score -5076852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5076861.500000 Penalty: 5294.963867
	Iteration 48Q: 3 clusters Score -5076862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -5076859.500000 Penalty: 5294.963867
	Iteration 49Q: 3 clusters Score -5076860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -5076872.500000 Penalty: 5294.963867
	Iteration 50Q: 3 clusters Score -5076872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5076876.000000 Penalty: 5294.963867
	Iteration 51Q: 3 clusters Score -5076876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5076883.000000 Penalty: 5294.963867
	Iteration 52Q: 3 clusters Score -5076883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -5076885.500000 Penalty: 5294.963867
	Iteration 53Q: 3 clusters Score -5076886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -5076886.000000 Penalty: 5294.963867
	Iteration 54Q: 3 clusters Score -5076886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -5076902.500000 Penalty: 5294.963867
	Iteration 55Q: 3 clusters Score -5076902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -5076906.000000 Penalty: 5294.963867
	Iteration 56Q: 3 clusters Score -5076906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -5076914.000000 Penalty: 5294.963867
	Iteration 57Q: 3 clusters Score -5076914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5076918.000000 Penalty: 5294.963867
	Iteration 58Q: 3 clusters Score -5076918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -5076914.500000 Penalty: 5294.963867
	Iteration 59Q: 3 clusters Score -5076914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5076925.000000 Penalty: 5294.963867
	Iteration 60F: 3 clusters Score -5076925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5076936.000000 Penalty: 5294.963867
	Iteration 61Q: 3 clusters Score -5076936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5076936.000000 Penalty: 5294.963867
	Iteration 62Q: 3 clusters Score -5076936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -5076939.000000 Penalty: 5294.963867
	Iteration 63Q: 3 clusters Score -5076939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -5076938.000000 Penalty: 5294.963867
	Iteration 64Q: 3 clusters Score -5076938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5076936.500000 Penalty: 5294.963867
	Iteration 65Q: 3 clusters Score -5076936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -5076942.500000 Penalty: 5294.963867
	Iteration 66Q: 3 clusters Score -5076942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5076950.500000 Penalty: 5294.963867
	Iteration 67Q: 3 clusters Score -5076950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -5076945.000000 Penalty: 5294.963867
	Iteration 68Q: 3 clusters Score -5076945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -5076957.000000 Penalty: 5294.963867
	Iteration 69Q: 3 clusters Score -5076957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5076956.500000 Penalty: 5294.963867
	Iteration 70Q: 3 clusters Score -5076956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5076956.500000 Penalty: 5294.963867
	Iteration 71Q: 3 clusters Score -5076956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -5076967.500000 Penalty: 5294.963867
	Iteration 72Q: 3 clusters Score -5076968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -5076970.000000 Penalty: 5294.963867
	Iteration 73Q: 3 clusters Score -5076970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -5076967.000000 Penalty: 5294.963867
	Iteration 74Q: 3 clusters Score -5076967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5076975.500000 Penalty: 5294.963867
	Iteration 75Q: 3 clusters Score -5076976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5076974.500000 Penalty: 5294.963867
	Iteration 76Q: 3 clusters Score -5076974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -5076976.000000 Penalty: 5294.963867
	Iteration 77Q: 3 clusters Score -5076976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -5076971.000000 Penalty: 5294.963867
	Iteration 78Q: 3 clusters Score -5076971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -5076989.500000 Penalty: 5294.963867
	Iteration 79Q: 3 clusters Score -5076990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -5076991.000000 Penalty: 5294.963867
	Iteration 80F: 3 clusters Score -5076991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5076991.500000 Penalty: 5294.963867
	Iteration 81Q: 3 clusters Score -5076992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -5076994.000000 Penalty: 5294.963867
	Iteration 82Q: 3 clusters Score -5076994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -5076986.500000 Penalty: 5294.963867
	Iteration 83Q: 3 clusters Score -5076986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -5076985.000000 Penalty: 5294.963867
	Iteration 84Q: 3 clusters Score -5076985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -5076985.500000 Penalty: 5294.963867
	Iteration 85Q: 3 clusters Score -5076986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5076987.000000 Penalty: 5294.963867
	Iteration 86Q: 3 clusters Score -5076987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5076989.000000 Penalty: 5294.963867
	Iteration 87Q: 3 clusters Score -5076989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5076984.500000 Penalty: 5294.963867
	Iteration 88Q: 3 clusters Score -5076984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -5076989.500000 Penalty: 5294.963867
	Iteration 89Q: 3 clusters Score -5076990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -5076989.500000 Penalty: 5294.963867
	Iteration 90Q: 3 clusters Score -5076990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -5076992.000000 Penalty: 5294.963867
	Iteration 91Q: 3 clusters Score -5076992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -5077000.000000 Penalty: 5294.963867
	Iteration 92Q: 3 clusters Score -5077000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -5077009.000000 Penalty: 5294.963867
	Iteration 93Q: 3 clusters Score -5077009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -5077005.500000 Penalty: 5294.963867
	Iteration 94Q: 3 clusters Score -5077006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -5077009.000000 Penalty: 5294.963867
	Iteration 95Q: 3 clusters Score -5077009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -5077014.500000 Penalty: 5294.963867
	Iteration 96Q: 3 clusters Score -5077014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -5077008.500000 Penalty: 5294.963867
	Iteration 97Q: 3 clusters Score -5077008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -5077012.000000 Penalty: 5294.963867
	Iteration 98Q: 3 clusters Score -5077012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5077005.500000 Penalty: 5294.963867
	Iteration 99Q: 3 clusters Score -5077006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -5076997.500000 Penalty: 5294.963867
	Iteration 100F: 3 clusters Score -5076998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -5077004.000000 Penalty: 5294.963867
	Iteration 101Q: 3 clusters Score -5077004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -5076995.500000 Penalty: 5294.963867
	Iteration 102Q: 3 clusters Score -5076996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -5076997.000000 Penalty: 5294.963867
	Iteration 103Q: 3 clusters Score -5076997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -5077006.500000 Penalty: 5294.963867
	Iteration 104Q: 3 clusters Score -5077006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -5076994.500000 Penalty: 5294.963867
	Iteration 105Q: 3 clusters Score -5076994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5076989.500000 Penalty: 5294.963867
	Iteration 106Q: 3 clusters Score -5076990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -5076988.500000 Penalty: 5294.963867
	Iteration 107Q: 3 clusters Score -5076988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5076992.500000 Penalty: 5294.963867
	Iteration 108Q: 3 clusters Score -5076992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -5076992.500000 Penalty: 5294.963867
	Iteration 109Q: 3 clusters Score -5076992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5076998.000000 Penalty: 5294.963867
	Iteration 110Q: 3 clusters Score -5076998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -5076997.500000 Penalty: 5294.963867
	Iteration 111Q: 3 clusters Score -5076998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -5076996.000000 Penalty: 5294.963867
	Iteration 112Q: 3 clusters Score -5076996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -5076998.000000 Penalty: 5294.963867
	Iteration 113Q: 3 clusters Score -5076998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -5076999.000000 Penalty: 5294.963867
	Iteration 114Q: 3 clusters Score -5076999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5077002.000000 Penalty: 5294.963867
	Iteration 115Q: 3 clusters Score -5077002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5077002.000000 Penalty: 5294.963867
	Iteration 116F: 3 clusters Score -5077002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Entering Unmasked Estep 
Score: -673543.000000 Penalty: 2150.394043
	Iteration 0F: 2 clusters Score -673543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -668544.250000 Penalty: 4300.788086
	Iteration 0F: 3 clusters Score -668544.2 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -669900.187500 Penalty: 4300.788086
	Iteration 1F: 3 clusters Score -669900.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -670319.812500 Penalty: 4300.788086
	Iteration 2F: 3 clusters Score -670319.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -670700.500000 Penalty: 4300.788086
	Iteration 3F: 3 clusters Score -670700.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -671027.562500 Penalty: 4300.788086
	Iteration 4F: 3 clusters Score -671027.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -671306.312500 Penalty: 4300.788086
	Iteration 5F: 3 clusters Score -671306.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -671520.750000 Penalty: 4300.788086
	Iteration 6Q: 3 clusters Score -671520.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -671658.750000 Penalty: 4300.788086
	Iteration 7Q: 3 clusters Score -671658.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -671777.000000 Penalty: 4300.788086
	Iteration 8Q: 3 clusters Score -671777 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -671895.000000 Penalty: 4300.788086
	Iteration 9Q: 3 clusters Score -671895 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -671984.875000 Penalty: 4300.788086
	Iteration 10Q: 3 clusters Score -671984.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -672058.437500 Penalty: 4300.788086
	Iteration 11Q: 3 clusters Score -672058.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -672120.500000 Penalty: 4300.788086
	Iteration 12Q: 3 clusters Score -672120.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -672179.562500 Penalty: 4300.788086
	Iteration 13Q: 3 clusters Score -672179.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -672231.000000 Penalty: 4300.788086
	Iteration 14Q: 3 clusters Score -672231 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -672277.437500 Penalty: 4300.788086
	Iteration 15Q: 3 clusters Score -672277.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -672314.187500 Penalty: 4300.788086
	Iteration 16Q: 3 clusters Score -672314.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -672344.187500 Penalty: 4300.788086
	Iteration 17Q: 3 clusters Score -672344.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -672374.937500 Penalty: 4300.788086
	Iteration 18Q: 3 clusters Score -672374.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -672406.687500 Penalty: 4300.788086
	Iteration 19Q: 3 clusters Score -672406.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -672441.812500 Penalty: 4300.788086
	Iteration 20F: 3 clusters Score -672441.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -672478.000000 Penalty: 4300.788086
	Iteration 21Q: 3 clusters Score -672478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -672511.687500 Penalty: 4300.788086
	Iteration 22Q: 3 clusters Score -672511.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -672534.312500 Penalty: 4300.788086
	Iteration 23Q: 3 clusters Score -672534.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -672557.062500 Penalty: 4300.788086
	Iteration 24Q: 3 clusters Score -672557.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -672570.937500 Penalty: 4300.788086
	Iteration 25Q: 3 clusters Score -672570.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -672581.437500 Penalty: 4300.788086
	Iteration 26Q: 3 clusters Score -672581.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -672592.375000 Penalty: 4300.788086
	Iteration 27Q: 3 clusters Score -672592.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -672600.437500 Penalty: 4300.788086
	Iteration 28Q: 3 clusters Score -672600.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -672609.187500 Penalty: 4300.788086
	Iteration 29Q: 3 clusters Score -672609.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -672614.625000 Penalty: 4300.788086
	Iteration 30Q: 3 clusters Score -672614.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -672620.875000 Penalty: 4300.788086
	Iteration 31Q: 3 clusters Score -672620.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -672624.687500 Penalty: 4300.788086
	Iteration 32Q: 3 clusters Score -672624.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -672627.125000 Penalty: 4300.788086
	Iteration 33Q: 3 clusters Score -672627.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -672632.000000 Penalty: 4300.788086
	Iteration 34Q: 3 clusters Score -672632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -672635.625000 Penalty: 4300.788086
	Iteration 35Q: 3 clusters Score -672635.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -672640.125000 Penalty: 4300.788086
	Iteration 36Q: 3 clusters Score -672640.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -672645.812500 Penalty: 4300.788086
	Iteration 37Q: 3 clusters Score -672645.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -672651.312500 Penalty: 4300.788086
	Iteration 38Q: 3 clusters Score -672651.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -672655.750000 Penalty: 4300.788086
	Iteration 39Q: 3 clusters Score -672655.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -672659.750000 Penalty: 4300.788086
	Iteration 40F: 3 clusters Score -672659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -672660.875000 Penalty: 4300.788086
	Iteration 41Q: 3 clusters Score -672660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -672661.437500 Penalty: 4300.788086
	Iteration 42Q: 3 clusters Score -672661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -672662.312500 Penalty: 4300.788086
	Iteration 43Q: 3 clusters Score -672662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -672662.687500 Penalty: 4300.788086
	Iteration 44Q: 3 clusters Score -672662.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -672662.687500 Penalty: 4300.788086
	Iteration 45Q: 3 clusters Score -672662.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -672662.687500 Penalty: 4300.788086
	Iteration 46F: 3 clusters Score -672662.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Entering Unmasked Estep 
Score: -1334677.500000 Penalty: 2319.922852
	Iteration 0F: 2 clusters Score -1334678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1326054.625000 Penalty: 4639.845703
	Iteration 0F: 3 clusters Score -1326055 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1328655.000000 Penalty: 4639.845703
	Iteration 1F: 3 clusters Score -1328655 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1329175.750000 Penalty: 4639.845703
	Iteration 2F: 3 clusters Score -1329176 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1329786.375000 Penalty: 4639.845703
	Iteration 3F: 3 clusters Score -1329786 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1330453.625000 Penalty: 4639.845703
	Iteration 4F: 3 clusters Score -1330454 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1331114.625000 Penalty: 4639.845703
	Iteration 5F: 3 clusters Score -1331115 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1331781.500000 Penalty: 4639.845703
	Iteration 6F: 3 clusters Score -1331782 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1332290.375000 Penalty: 4639.845703
	Iteration 7F: 3 clusters Score -1332290 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1332608.875000 Penalty: 4639.845703
	Iteration 8Q: 3 clusters Score -1332609 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1332782.500000 Penalty: 4639.845703
	Iteration 9Q: 3 clusters Score -1332782 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1332902.625000 Penalty: 4639.845703
	Iteration 10Q: 3 clusters Score -1332903 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1332977.625000 Penalty: 4639.845703
	Iteration 11Q: 3 clusters Score -1332978 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1333041.625000 Penalty: 4639.845703
	Iteration 12Q: 3 clusters Score -1333042 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1333097.625000 Penalty: 4639.845703
	Iteration 13Q: 3 clusters Score -1333098 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1333160.500000 Penalty: 4639.845703
	Iteration 14Q: 3 clusters Score -1333160 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1333236.875000 Penalty: 4639.845703
	Iteration 15Q: 3 clusters Score -1333237 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1333337.375000 Penalty: 4639.845703
	Iteration 16Q: 3 clusters Score -1333337 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1333454.125000 Penalty: 4639.845703
	Iteration 17Q: 3 clusters Score -1333454 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1333580.250000 Penalty: 4639.845703
	Iteration 18Q: 3 clusters Score -1333580 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1333713.625000 Penalty: 4639.845703
	Iteration 19Q: 3 clusters Score -1333714 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1333864.125000 Penalty: 4639.845703
	Iteration 20F: 3 clusters Score -1333864 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1333948.250000 Penalty: 4639.845703
	Iteration 21Q: 3 clusters Score -1333948 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1334005.875000 Penalty: 4639.845703
	Iteration 22Q: 3 clusters Score -1334006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1334050.500000 Penalty: 4639.845703
	Iteration 23Q: 3 clusters Score -1334050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1334072.375000 Penalty: 4639.845703
	Iteration 24Q: 3 clusters Score -1334072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1334085.125000 Penalty: 4639.845703
	Iteration 25Q: 3 clusters Score -1334085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1334101.500000 Penalty: 4639.845703
	Iteration 26Q: 3 clusters Score -1334102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1334105.250000 Penalty: 4639.845703
	Iteration 27Q: 3 clusters Score -1334105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1334107.875000 Penalty: 4639.845703
	Iteration 28Q: 3 clusters Score -1334108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1334106.375000 Penalty: 4639.845703
	Iteration 29Q: 3 clusters Score -1334106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1334110.375000 Penalty: 4639.845703
	Iteration 30Q: 3 clusters Score -1334110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1334113.000000 Penalty: 4639.845703
	Iteration 31Q: 3 clusters Score -1334113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1334115.000000 Penalty: 4639.845703
	Iteration 32Q: 3 clusters Score -1334115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1334112.875000 Penalty: 4639.845703
	Iteration 33Q: 3 clusters Score -1334113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1334112.250000 Penalty: 4639.845703
	Iteration 34Q: 3 clusters Score -1334112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1334113.875000 Penalty: 4639.845703
	Iteration 35Q: 3 clusters Score -1334114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1334114.125000 Penalty: 4639.845703
	Iteration 36Q: 3 clusters Score -1334114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1334116.125000 Penalty: 4639.845703
	Iteration 37Q: 3 clusters Score -1334116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1334113.250000 Penalty: 4639.845703
	Iteration 38Q: 3 clusters Score -1334113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1334113.250000 Penalty: 4639.845703
	Iteration 39F: 3 clusters Score -1334113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Entering Unmasked Estep 
Score: -5537853.000000 Penalty: 2691.231934
	Iteration 0F: 2 clusters Score -5537853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -5503145.000000 Penalty: 5382.463867
	Iteration 0F: 3 clusters Score -5503145 nChanged 23815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -5517319.000000 Penalty: 5382.463867
	Iteration 1F: 3 clusters Score -5517319 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -5518495.000000 Penalty: 5382.463867
	Iteration 2F: 3 clusters Score -5518495 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5519826.500000 Penalty: 5382.463867
	Iteration 3F: 3 clusters Score -5519826 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -5521436.000000 Penalty: 5382.463867
	Iteration 4F: 3 clusters Score -5521436 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5523473.000000 Penalty: 5382.463867
	Iteration 5F: 3 clusters Score -5523473 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -5525882.500000 Penalty: 5382.463867
	Iteration 6F: 3 clusters Score -5525882 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -5528472.500000 Penalty: 5382.463867
	Iteration 7F: 3 clusters Score -5528472 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -5530775.500000 Penalty: 5382.463867
	Iteration 8F: 3 clusters Score -5530776 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -5532718.500000 Penalty: 5382.463867
	Iteration 9Q: 3 clusters Score -5532718 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5534153.500000 Penalty: 5382.463867
	Iteration 10Q: 3 clusters Score -5534154 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5534997.500000 Penalty: 5382.463867
	Iteration 11Q: 3 clusters Score -5534998 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -5535542.500000 Penalty: 5382.463867
	Iteration 12Q: 3 clusters Score -5535542 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -5535811.000000 Penalty: 5382.463867
	Iteration 13Q: 3 clusters Score -5535811 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5535944.000000 Penalty: 5382.463867
	Iteration 14Q: 3 clusters Score -5535944 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5536063.500000 Penalty: 5382.463867
	Iteration 15Q: 3 clusters Score -5536064 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5536149.500000 Penalty: 5382.463867
	Iteration 16Q: 3 clusters Score -5536150 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5536206.000000 Penalty: 5382.463867
	Iteration 17Q: 3 clusters Score -5536206 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5536265.500000 Penalty: 5382.463867
	Iteration 18Q: 3 clusters Score -5536266 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5536309.500000 Penalty: 5382.463867
	Iteration 19Q: 3 clusters Score -5536310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5536331.500000 Penalty: 5382.463867
	Iteration 20F: 3 clusters Score -5536332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5536330.500000 Penalty: 5382.463867
	Iteration 21Q: 3 clusters Score -5536330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5536353.000000 Penalty: 5382.463867
	Iteration 22Q: 3 clusters Score -5536353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5536354.000000 Penalty: 5382.463867
	Iteration 23Q: 3 clusters Score -5536354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5536369.500000 Penalty: 5382.463867
	Iteration 24Q: 3 clusters Score -5536370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5536372.000000 Penalty: 5382.463867
	Iteration 25Q: 3 clusters Score -5536372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5536380.000000 Penalty: 5382.463867
	Iteration 26Q: 3 clusters Score -5536380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5536396.500000 Penalty: 5382.463867
	Iteration 27Q: 3 clusters Score -5536396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5536403.500000 Penalty: 5382.463867
	Iteration 28Q: 3 clusters Score -5536404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5536419.500000 Penalty: 5382.463867
	Iteration 29Q: 3 clusters Score -5536420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5536428.500000 Penalty: 5382.463867
	Iteration 30Q: 3 clusters Score -5536428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5536438.000000 Penalty: 5382.463867
	Iteration 31Q: 3 clusters Score -5536438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5536432.500000 Penalty: 5382.463867
	Iteration 32Q: 3 clusters Score -5536432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5536436.500000 Penalty: 5382.463867
	Iteration 33Q: 3 clusters Score -5536436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5536441.000000 Penalty: 5382.463867
	Iteration 34Q: 3 clusters Score -5536441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5536448.000000 Penalty: 5382.463867
	Iteration 35Q: 3 clusters Score -5536448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5536458.500000 Penalty: 5382.463867
	Iteration 36Q: 3 clusters Score -5536458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5536463.500000 Penalty: 5382.463867
	Iteration 37Q: 3 clusters Score -5536464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5536466.000000 Penalty: 5382.463867
	Iteration 38Q: 3 clusters Score -5536466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5536468.500000 Penalty: 5382.463867
	Iteration 39Q: 3 clusters Score -5536468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5536464.500000 Penalty: 5382.463867
	Iteration 40F: 3 clusters Score -5536464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5536471.000000 Penalty: 5382.463867
	Iteration 41Q: 3 clusters Score -5536471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5536483.500000 Penalty: 5382.463867
	Iteration 42Q: 3 clusters Score -5536484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5536480.000000 Penalty: 5382.463867
	Iteration 43Q: 3 clusters Score -5536480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5536483.500000 Penalty: 5382.463867
	Iteration 44Q: 3 clusters Score -5536484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5536482.500000 Penalty: 5382.463867
	Iteration 45Q: 3 clusters Score -5536482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5536487.000000 Penalty: 5382.463867
	Iteration 46Q: 3 clusters Score -5536487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5536487.000000 Penalty: 5382.463867
	Iteration 47Q: 3 clusters Score -5536487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5536493.000000 Penalty: 5382.463867
	Iteration 48Q: 3 clusters Score -5536493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5536490.000000 Penalty: 5382.463867
	Iteration 49Q: 3 clusters Score -5536490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5536490.000000 Penalty: 5382.463867
	Iteration 50F: 3 clusters Score -5536490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Entering Unmasked Estep 
Score: -2995860.500000 Penalty: 2517.421875
	Iteration 0F: 2 clusters Score -2995860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2978154.250000 Penalty: 5034.843750
	Iteration 0F: 3 clusters Score -2978154 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2984220.250000 Penalty: 5034.843750
	Iteration 1F: 3 clusters Score -2984220 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2984648.500000 Penalty: 5034.843750
	Iteration 2Q: 3 clusters Score -2984648 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2984961.500000 Penalty: 5034.843750
	Iteration 3Q: 3 clusters Score -2984962 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2985242.000000 Penalty: 5034.843750
	Iteration 4Q: 3 clusters Score -2985242 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2985508.000000 Penalty: 5034.843750
	Iteration 5Q: 3 clusters Score -2985508 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2985853.500000 Penalty: 5034.843750
	Iteration 6Q: 3 clusters Score -2985854 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2986240.500000 Penalty: 5034.843750
	Iteration 7Q: 3 clusters Score -2986240 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2986728.000000 Penalty: 5034.843750
	Iteration 8Q: 3 clusters Score -2986728 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2987310.250000 Penalty: 5034.843750
	Iteration 9Q: 3 clusters Score -2987310 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2987961.000000 Penalty: 5034.843750
	Iteration 10Q: 3 clusters Score -2987961 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2988629.000000 Penalty: 5034.843750
	Iteration 11Q: 3 clusters Score -2988629 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2989335.250000 Penalty: 5034.843750
	Iteration 12Q: 3 clusters Score -2989335 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2990025.750000 Penalty: 5034.843750
	Iteration 13Q: 3 clusters Score -2990026 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2990766.750000 Penalty: 5034.843750
	Iteration 14Q: 3 clusters Score -2990767 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2991474.750000 Penalty: 5034.843750
	Iteration 15Q: 3 clusters Score -2991475 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2992024.750000 Penalty: 5034.843750
	Iteration 16Q: 3 clusters Score -2992025 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2992475.250000 Penalty: 5034.843750
	Iteration 17Q: 3 clusters Score -2992475 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2992822.250000 Penalty: 5034.843750
	Iteration 18Q: 3 clusters Score -2992822 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2993072.500000 Penalty: 5034.843750
	Iteration 19Q: 3 clusters Score -2993072 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2993271.250000 Penalty: 5034.843750
	Iteration 20F: 3 clusters Score -2993271 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2993411.250000 Penalty: 5034.843750
	Iteration 21Q: 3 clusters Score -2993411 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2993500.250000 Penalty: 5034.843750
	Iteration 22Q: 3 clusters Score -2993500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2993568.750000 Penalty: 5034.843750
	Iteration 23Q: 3 clusters Score -2993569 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2993631.750000 Penalty: 5034.843750
	Iteration 24Q: 3 clusters Score -2993632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2993670.500000 Penalty: 5034.843750
	Iteration 25Q: 3 clusters Score -2993670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2993699.250000 Penalty: 5034.843750
	Iteration 26Q: 3 clusters Score -2993699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2993714.750000 Penalty: 5034.843750
	Iteration 27Q: 3 clusters Score -2993715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2993721.000000 Penalty: 5034.843750
	Iteration 28Q: 3 clusters Score -2993721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2993726.500000 Penalty: 5034.843750
	Iteration 29Q: 3 clusters Score -2993726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2993729.750000 Penalty: 5034.843750
	Iteration 30Q: 3 clusters Score -2993730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2993739.250000 Penalty: 5034.843750
	Iteration 31Q: 3 clusters Score -2993739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2993737.250000 Penalty: 5034.843750
	Iteration 32Q: 3 clusters Score -2993737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2993741.000000 Penalty: 5034.843750
	Iteration 33Q: 3 clusters Score -2993741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2993744.250000 Penalty: 5034.843750
	Iteration 34Q: 3 clusters Score -2993744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2993744.250000 Penalty: 5034.843750
	Iteration 35Q: 3 clusters Score -2993744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2993743.250000 Penalty: 5034.843750
	Iteration 36Q: 3 clusters Score -2993743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2993747.500000 Penalty: 5034.843750
	Iteration 37Q: 3 clusters Score -2993748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2993748.250000 Penalty: 5034.843750
	Iteration 38Q: 3 clusters Score -2993748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2993748.250000 Penalty: 5034.843750
	Iteration 39F: 3 clusters Score -2993748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Entering Unmasked Estep 
Score: -6346037.000000 Penalty: 2694.723877
	Iteration 0F: 2 clusters Score -6346037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -6310791.500000 Penalty: 5389.447754
	Iteration 0F: 3 clusters Score -6310792 nChanged 24230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -6324021.500000 Penalty: 5389.447754
	Iteration 1F: 3 clusters Score -6324022 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -6324595.000000 Penalty: 5389.447754
	Iteration 2Q: 3 clusters Score -6324595 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -6325168.000000 Penalty: 5389.447754
	Iteration 3Q: 3 clusters Score -6325168 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -6325846.000000 Penalty: 5389.447754
	Iteration 4Q: 3 clusters Score -6325846 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -6326891.500000 Penalty: 5389.447754
	Iteration 5Q: 3 clusters Score -6326892 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -6328354.500000 Penalty: 5389.447754
	Iteration 6Q: 3 clusters Score -6328354 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -6330284.000000 Penalty: 5389.447754
	Iteration 7F: 3 clusters Score -6330284 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -6332254.500000 Penalty: 5389.447754
	Iteration 8F: 3 clusters Score -6332254 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -6333991.500000 Penalty: 5389.447754
	Iteration 9F: 3 clusters Score -6333992 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -6335416.500000 Penalty: 5389.447754
	Iteration 10Q: 3 clusters Score -6335416 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -6336465.000000 Penalty: 5389.447754
	Iteration 11Q: 3 clusters Score -6336465 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -6337267.000000 Penalty: 5389.447754
	Iteration 12Q: 3 clusters Score -6337267 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -6337956.500000 Penalty: 5389.447754
	Iteration 13Q: 3 clusters Score -6337956 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -6338510.000000 Penalty: 5389.447754
	Iteration 14Q: 3 clusters Score -6338510 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -6339067.000000 Penalty: 5389.447754
	Iteration 15Q: 3 clusters Score -6339067 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -6339619.000000 Penalty: 5389.447754
	Iteration 16Q: 3 clusters Score -6339619 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -6340220.000000 Penalty: 5389.447754
	Iteration 17Q: 3 clusters Score -6340220 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -6340936.500000 Penalty: 5389.447754
	Iteration 18Q: 3 clusters Score -6340936 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -6341593.000000 Penalty: 5389.447754
	Iteration 19Q: 3 clusters Score -6341593 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -6342111.000000 Penalty: 5389.447754
	Iteration 20F: 3 clusters Score -6342111 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -6342561.500000 Penalty: 5389.447754
	Iteration 21Q: 3 clusters Score -6342562 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -6342920.500000 Penalty: 5389.447754
	Iteration 22Q: 3 clusters Score -6342920 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -6343127.500000 Penalty: 5389.447754
	Iteration 23Q: 3 clusters Score -6343128 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -6343302.000000 Penalty: 5389.447754
	Iteration 24Q: 3 clusters Score -6343302 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6343414.000000 Penalty: 5389.447754
	Iteration 25Q: 3 clusters Score -6343414 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -6343498.000000 Penalty: 5389.447754
	Iteration 26Q: 3 clusters Score -6343498 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -6343573.500000 Penalty: 5389.447754
	Iteration 27Q: 3 clusters Score -6343574 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -6343653.000000 Penalty: 5389.447754
	Iteration 28Q: 3 clusters Score -6343653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -6343703.500000 Penalty: 5389.447754
	Iteration 29Q: 3 clusters Score -6343704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -6343748.500000 Penalty: 5389.447754
	Iteration 30Q: 3 clusters Score -6343748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -6343784.500000 Penalty: 5389.447754
	Iteration 31Q: 3 clusters Score -6343784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -6343797.000000 Penalty: 5389.447754
	Iteration 32Q: 3 clusters Score -6343797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -6343820.500000 Penalty: 5389.447754
	Iteration 33Q: 3 clusters Score -6343820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -6343844.000000 Penalty: 5389.447754
	Iteration 34Q: 3 clusters Score -6343844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -6343852.000000 Penalty: 5389.447754
	Iteration 35Q: 3 clusters Score -6343852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -6343851.500000 Penalty: 5389.447754
	Iteration 36Q: 3 clusters Score -6343852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -6343864.500000 Penalty: 5389.447754
	Iteration 37Q: 3 clusters Score -6343864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6343868.500000 Penalty: 5389.447754
	Iteration 38Q: 3 clusters Score -6343868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -6343874.000000 Penalty: 5389.447754
	Iteration 39Q: 3 clusters Score -6343874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -6343874.000000 Penalty: 5389.447754
	Iteration 40F: 3 clusters Score -6343874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -6343875.500000 Penalty: 5389.447754
	Iteration 41Q: 3 clusters Score -6343876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -6343882.000000 Penalty: 5389.447754
	Iteration 42Q: 3 clusters Score -6343882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -6343880.000000 Penalty: 5389.447754
	Iteration 43Q: 3 clusters Score -6343880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -6343882.500000 Penalty: 5389.447754
	Iteration 44Q: 3 clusters Score -6343882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -6343891.500000 Penalty: 5389.447754
	Iteration 45Q: 3 clusters Score -6343892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -6343902.500000 Penalty: 5389.447754
	Iteration 46Q: 3 clusters Score -6343902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -6343902.000000 Penalty: 5389.447754
	Iteration 47Q: 3 clusters Score -6343902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -6343905.000000 Penalty: 5389.447754
	Iteration 48Q: 3 clusters Score -6343905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -6343908.500000 Penalty: 5389.447754
	Iteration 49Q: 3 clusters Score -6343908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -6343909.000000 Penalty: 5389.447754
	Iteration 50Q: 3 clusters Score -6343909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -6343916.500000 Penalty: 5389.447754
	Iteration 51Q: 3 clusters Score -6343916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -6343918.000000 Penalty: 5389.447754
	Iteration 52Q: 3 clusters Score -6343918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -6343920.000000 Penalty: 5389.447754
	Iteration 53Q: 3 clusters Score -6343920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -6343920.000000 Penalty: 5389.447754
	Iteration 54F: 3 clusters Score -6343920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -42887.574219 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -42887.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41754.917969 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -41754.92 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42045.519531 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -42045.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42192.789062 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -42192.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42334.484375 Penalty: 3016.780762
	Iteration 3F: 3 clusters Score -42334.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42408.128906 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -42408.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42454.914062 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -42454.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42473.941406 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -42473.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -42498.699219 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -42498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -42501.085938 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -42501.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -42501.996094 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -42502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -42503.214844 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -42503.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42504.554688 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -42504.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42504.554688 Penalty: 3016.780762
	Iteration 12F: 3 clusters Score -42504.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -80493.398438 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -80493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78933.218750 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -78933.22 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -79234.335938 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -79234.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79383.484375 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -79383.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79478.437500 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -79478.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79572.609375 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -79572.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79639.125000 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -79639.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79698.421875 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -79698.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -79744.203125 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -79744.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79800.867188 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -79800.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79879.789062 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -79879.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -79939.710938 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -79939.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -80006.164062 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -80006.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -80060.421875 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -80060.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -80107.460938 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -80107.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -80146.234375 Penalty: 3135.101074
	Iteration 14Q: 3 clusters Score -80146.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -80181.515625 Penalty: 3135.101074
	Iteration 15Q: 3 clusters Score -80181.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -80224.164062 Penalty: 3135.101074
	Iteration 16Q: 3 clusters Score -80224.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -80242.960938 Penalty: 3135.101074
	Iteration 17Q: 3 clusters Score -80242.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80279.804688 Penalty: 3135.101074
	Iteration 18Q: 3 clusters Score -80279.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80333.531250 Penalty: 3135.101074
	Iteration 19Q: 3 clusters Score -80333.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -80385.664062 Penalty: 3135.101074
	Iteration 20F: 3 clusters Score -80385.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -80399.171875 Penalty: 3135.101074
	Iteration 21Q: 3 clusters Score -80399.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80411.406250 Penalty: 3135.101074
	Iteration 22Q: 3 clusters Score -80411.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80411.406250 Penalty: 3135.101074
	Iteration 23F: 3 clusters Score -80411.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Entering Unmasked Estep 
Score: -1199288.125000 Penalty: 2294.129639
	Iteration 0F: 2 clusters Score -1199288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1191389.000000 Penalty: 4588.259277
	Iteration 0F: 3 clusters Score -1191389 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1193741.500000 Penalty: 4588.259277
	Iteration 1F: 3 clusters Score -1193742 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1194125.125000 Penalty: 4588.259277
	Iteration 2F: 3 clusters Score -1194125 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1194415.125000 Penalty: 4588.259277
	Iteration 3F: 3 clusters Score -1194415 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1194725.625000 Penalty: 4588.259277
	Iteration 4Q: 3 clusters Score -1194726 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1195101.375000 Penalty: 4588.259277
	Iteration 5Q: 3 clusters Score -1195101 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1195623.125000 Penalty: 4588.259277
	Iteration 6F: 3 clusters Score -1195623 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1196311.750000 Penalty: 4588.259277
	Iteration 7F: 3 clusters Score -1196312 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1197026.000000 Penalty: 4588.259277
	Iteration 8F: 3 clusters Score -1197026 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1197694.500000 Penalty: 4588.259277
	Iteration 9F: 3 clusters Score -1197694 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1198155.750000 Penalty: 4588.259277
	Iteration 10Q: 3 clusters Score -1198156 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1198446.125000 Penalty: 4588.259277
	Iteration 11Q: 3 clusters Score -1198446 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1198610.625000 Penalty: 4588.259277
	Iteration 12Q: 3 clusters Score -1198611 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1198704.000000 Penalty: 4588.259277
	Iteration 13Q: 3 clusters Score -1198704 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1198757.625000 Penalty: 4588.259277
	Iteration 14Q: 3 clusters Score -1198758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1198803.875000 Penalty: 4588.259277
	Iteration 15Q: 3 clusters Score -1198804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1198833.500000 Penalty: 4588.259277
	Iteration 16Q: 3 clusters Score -1198834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1198850.125000 Penalty: 4588.259277
	Iteration 17Q: 3 clusters Score -1198850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1198862.250000 Penalty: 4588.259277
	Iteration 18Q: 3 clusters Score -1198862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1198871.875000 Penalty: 4588.259277
	Iteration 19Q: 3 clusters Score -1198872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1198880.875000 Penalty: 4588.259277
	Iteration 20F: 3 clusters Score -1198881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1198893.000000 Penalty: 4588.259277
	Iteration 21Q: 3 clusters Score -1198893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1198900.375000 Penalty: 4588.259277
	Iteration 22Q: 3 clusters Score -1198900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1198909.375000 Penalty: 4588.259277
	Iteration 23Q: 3 clusters Score -1198909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1198913.375000 Penalty: 4588.259277
	Iteration 24Q: 3 clusters Score -1198913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1198920.625000 Penalty: 4588.259277
	Iteration 25Q: 3 clusters Score -1198921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1198932.000000 Penalty: 4588.259277
	Iteration 26Q: 3 clusters Score -1198932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1198931.125000 Penalty: 4588.259277
	Iteration 27Q: 3 clusters Score -1198931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1198934.375000 Penalty: 4588.259277
	Iteration 28Q: 3 clusters Score -1198934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1198941.250000 Penalty: 4588.259277
	Iteration 29Q: 3 clusters Score -1198941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1198953.625000 Penalty: 4588.259277
	Iteration 30Q: 3 clusters Score -1198954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1198954.250000 Penalty: 4588.259277
	Iteration 31Q: 3 clusters Score -1198954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1198954.250000 Penalty: 4588.259277
	Iteration 32Q: 3 clusters Score -1198954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1198961.000000 Penalty: 4588.259277
	Iteration 33Q: 3 clusters Score -1198961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1198965.375000 Penalty: 4588.259277
	Iteration 34Q: 3 clusters Score -1198965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1198966.750000 Penalty: 4588.259277
	Iteration 35Q: 3 clusters Score -1198967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1198971.625000 Penalty: 4588.259277
	Iteration 36Q: 3 clusters Score -1198972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1198974.375000 Penalty: 4588.259277
	Iteration 37Q: 3 clusters Score -1198974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1198975.500000 Penalty: 4588.259277
	Iteration 38Q: 3 clusters Score -1198976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1198981.125000 Penalty: 4588.259277
	Iteration 39Q: 3 clusters Score -1198981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1198982.000000 Penalty: 4588.259277
	Iteration 40F: 3 clusters Score -1198982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1198982.750000 Penalty: 4588.259277
	Iteration 41Q: 3 clusters Score -1198983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1198983.125000 Penalty: 4588.259277
	Iteration 42Q: 3 clusters Score -1198983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1198983.625000 Penalty: 4588.259277
	Iteration 43Q: 3 clusters Score -1198984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1198987.250000 Penalty: 4588.259277
	Iteration 44Q: 3 clusters Score -1198987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1198986.250000 Penalty: 4588.259277
	Iteration 45Q: 3 clusters Score -1198986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1198992.250000 Penalty: 4588.259277
	Iteration 46Q: 3 clusters Score -1198992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1198991.750000 Penalty: 4588.259277
	Iteration 47Q: 3 clusters Score -1198992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1198991.375000 Penalty: 4588.259277
	Iteration 48Q: 3 clusters Score -1198991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1198994.000000 Penalty: 4588.259277
	Iteration 49Q: 3 clusters Score -1198994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1198997.250000 Penalty: 4588.259277
	Iteration 50Q: 3 clusters Score -1198997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1198998.000000 Penalty: 4588.259277
	Iteration 51Q: 3 clusters Score -1198998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1198998.750000 Penalty: 4588.259277
	Iteration 52Q: 3 clusters Score -1198999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1198999.875000 Penalty: 4588.259277
	Iteration 53Q: 3 clusters Score -1199000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1198999.625000 Penalty: 4588.259277
	Iteration 54Q: 3 clusters Score -1199000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1198999.125000 Penalty: 4588.259277
	Iteration 55Q: 3 clusters Score -1198999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1199002.125000 Penalty: 4588.259277
	Iteration 56Q: 3 clusters Score -1199002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1199003.250000 Penalty: 4588.259277
	Iteration 57Q: 3 clusters Score -1199003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1199004.125000 Penalty: 4588.259277
	Iteration 58Q: 3 clusters Score -1199004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1199005.750000 Penalty: 4588.259277
	Iteration 59Q: 3 clusters Score -1199006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1199004.500000 Penalty: 4588.259277
	Iteration 60F: 3 clusters Score -1199004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1199005.625000 Penalty: 4588.259277
	Iteration 61Q: 3 clusters Score -1199006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1199011.000000 Penalty: 4588.259277
	Iteration 62Q: 3 clusters Score -1199011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1199011.750000 Penalty: 4588.259277
	Iteration 63Q: 3 clusters Score -1199012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1199011.625000 Penalty: 4588.259277
	Iteration 64Q: 3 clusters Score -1199012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1199012.375000 Penalty: 4588.259277
	Iteration 65Q: 3 clusters Score -1199012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1199013.375000 Penalty: 4588.259277
	Iteration 66Q: 3 clusters Score -1199013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1199013.500000 Penalty: 4588.259277
	Iteration 67Q: 3 clusters Score -1199014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1199016.875000 Penalty: 4588.259277
	Iteration 68Q: 3 clusters Score -1199017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1199016.250000 Penalty: 4588.259277
	Iteration 69Q: 3 clusters Score -1199016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1199018.125000 Penalty: 4588.259277
	Iteration 70Q: 3 clusters Score -1199018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1199020.875000 Penalty: 4588.259277
	Iteration 71Q: 3 clusters Score -1199021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1199020.750000 Penalty: 4588.259277
	Iteration 72Q: 3 clusters Score -1199021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1199022.125000 Penalty: 4588.259277
	Iteration 73Q: 3 clusters Score -1199022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1199024.125000 Penalty: 4588.259277
	Iteration 74Q: 3 clusters Score -1199024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1199024.125000 Penalty: 4588.259277
	Iteration 75F: 3 clusters Score -1199024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -556300.437500 Penalty: 2107.506592
	Iteration 0F: 2 clusters Score -556300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -551880.437500 Penalty: 4215.013184
	Iteration 0F: 3 clusters Score -551880.4 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -552962.625000 Penalty: 4215.013184
	Iteration 1F: 3 clusters Score -552962.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -553224.187500 Penalty: 4215.013184
	Iteration 2F: 3 clusters Score -553224.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -553452.062500 Penalty: 4215.013184
	Iteration 3F: 3 clusters Score -553452.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -553668.875000 Penalty: 4215.013184
	Iteration 4F: 3 clusters Score -553668.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -553871.250000 Penalty: 4215.013184
	Iteration 5Q: 3 clusters Score -553871.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -554059.250000 Penalty: 4215.013184
	Iteration 6Q: 3 clusters Score -554059.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -554220.625000 Penalty: 4215.013184
	Iteration 7Q: 3 clusters Score -554220.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -554387.500000 Penalty: 4215.013184
	Iteration 8Q: 3 clusters Score -554387.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -554529.000000 Penalty: 4215.013184
	Iteration 9Q: 3 clusters Score -554529 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -554630.812500 Penalty: 4215.013184
	Iteration 10Q: 3 clusters Score -554630.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -554701.250000 Penalty: 4215.013184
	Iteration 11Q: 3 clusters Score -554701.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -554752.125000 Penalty: 4215.013184
	Iteration 12Q: 3 clusters Score -554752.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -554790.250000 Penalty: 4215.013184
	Iteration 13Q: 3 clusters Score -554790.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -554825.562500 Penalty: 4215.013184
	Iteration 14Q: 3 clusters Score -554825.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -554849.625000 Penalty: 4215.013184
	Iteration 15Q: 3 clusters Score -554849.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -554876.500000 Penalty: 4215.013184
	Iteration 16Q: 3 clusters Score -554876.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -554903.375000 Penalty: 4215.013184
	Iteration 17Q: 3 clusters Score -554903.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -554925.562500 Penalty: 4215.013184
	Iteration 18Q: 3 clusters Score -554925.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -554946.000000 Penalty: 4215.013184
	Iteration 19Q: 3 clusters Score -554946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -554966.125000 Penalty: 4215.013184
	Iteration 20F: 3 clusters Score -554966.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -554979.500000 Penalty: 4215.013184
	Iteration 21Q: 3 clusters Score -554979.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -554991.312500 Penalty: 4215.013184
	Iteration 22Q: 3 clusters Score -554991.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -554998.875000 Penalty: 4215.013184
	Iteration 23Q: 3 clusters Score -554998.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -555008.062500 Penalty: 4215.013184
	Iteration 24Q: 3 clusters Score -555008.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -555017.250000 Penalty: 4215.013184
	Iteration 25Q: 3 clusters Score -555017.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -555026.375000 Penalty: 4215.013184
	Iteration 26Q: 3 clusters Score -555026.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -555032.187500 Penalty: 4215.013184
	Iteration 27Q: 3 clusters Score -555032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -555035.875000 Penalty: 4215.013184
	Iteration 28Q: 3 clusters Score -555035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -555037.125000 Penalty: 4215.013184
	Iteration 29Q: 3 clusters Score -555037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -555039.625000 Penalty: 4215.013184
	Iteration 30Q: 3 clusters Score -555039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -555041.312500 Penalty: 4215.013184
	Iteration 31Q: 3 clusters Score -555041.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -555045.000000 Penalty: 4215.013184
	Iteration 32Q: 3 clusters Score -555045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -555045.187500 Penalty: 4215.013184
	Iteration 33Q: 3 clusters Score -555045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -555046.687500 Penalty: 4215.013184
	Iteration 34Q: 3 clusters Score -555046.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -555048.625000 Penalty: 4215.013184
	Iteration 35Q: 3 clusters Score -555048.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -555050.750000 Penalty: 4215.013184
	Iteration 36Q: 3 clusters Score -555050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -555051.750000 Penalty: 4215.013184
	Iteration 37Q: 3 clusters Score -555051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -555053.187500 Penalty: 4215.013184
	Iteration 38Q: 3 clusters Score -555053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -555054.812500 Penalty: 4215.013184
	Iteration 39Q: 3 clusters Score -555054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -555054.312500 Penalty: 4215.013184
	Iteration 40F: 3 clusters Score -555054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (175645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175645 members 
Entering Unmasked Estep 
Score: -20704100.000000 Penalty: 2994.902588
	Iteration 0F: 2 clusters Score -2.07041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -20587920.000000 Penalty: 5989.805176
	Iteration 0F: 3 clusters Score -2.058792e+07 nChanged 83993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -20638798.000000 Penalty: 5989.805176
	Iteration 1F: 3 clusters Score -2.06388e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -20643050.000000 Penalty: 5989.805176
	Iteration 2Q: 3 clusters Score -2.064305e+07 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -20650904.000000 Penalty: 5989.805176
	Iteration 3F: 3 clusters Score -2.06509e+07 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -20660386.000000 Penalty: 5989.805176
	Iteration 4F: 3 clusters Score -2.066039e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -20668612.000000 Penalty: 5989.805176
	Iteration 5F: 3 clusters Score -2.066861e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
Score: -20673542.000000 Penalty: 5989.805176
	Iteration 6F: 3 clusters Score -2.067354e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -20676102.000000 Penalty: 5989.805176
	Iteration 7Q: 3 clusters Score -2.06761e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -20677112.000000 Penalty: 5989.805176
	Iteration 8Q: 3 clusters Score -2.067711e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -20677530.000000 Penalty: 5989.805176
	Iteration 9Q: 3 clusters Score -2.067753e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -20677752.000000 Penalty: 5989.805176
	Iteration 10Q: 3 clusters Score -2.067775e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -20677840.000000 Penalty: 5989.805176
	Iteration 11Q: 3 clusters Score -2.067784e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -20677818.000000 Penalty: 5989.805176
	Iteration 12Q: 3 clusters Score -2.067782e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 105916 members 
Entering Unmasked Estep 
Score: -20677734.000000 Penalty: 5989.805176
	Iteration 13Q: 3 clusters Score -2.067773e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -20677786.000000 Penalty: 5989.805176
	Iteration 14Q: 3 clusters Score -2.067779e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 106857 members 
Entering Unmasked Estep 
Score: -20677788.000000 Penalty: 5989.805176
	Iteration 15Q: 3 clusters Score -2.067779e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 107359 members 
Entering Unmasked Estep 
Score: -20677792.000000 Penalty: 5989.805176
	Iteration 16Q: 3 clusters Score -2.067779e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 107918 members 
Entering Unmasked Estep 
Score: -20677888.000000 Penalty: 5989.805176
	Iteration 17Q: 3 clusters Score -2.067789e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -20677932.000000 Penalty: 5989.805176
	Iteration 18Q: 3 clusters Score -2.067793e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 109144 members 
Entering Unmasked Estep 
Score: -20677958.000000 Penalty: 5989.805176
	Iteration 19Q: 3 clusters Score -2.067796e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 109795 members 
Entering Unmasked Estep 
Score: -20677956.000000 Penalty: 5989.805176
	Iteration 20F: 3 clusters Score -2.067796e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 110549 members 
Entering Unmasked Estep 
Score: -20677976.000000 Penalty: 5989.805176
	Iteration 21Q: 3 clusters Score -2.067798e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 111402 members 
Entering Unmasked Estep 
Score: -20678076.000000 Penalty: 5989.805176
	Iteration 22Q: 3 clusters Score -2.067808e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 112337 members 
Entering Unmasked Estep 
Score: -20678148.000000 Penalty: 5989.805176
	Iteration 23Q: 3 clusters Score -2.067815e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 113381 members 
Entering Unmasked Estep 
Score: -20678274.000000 Penalty: 5989.805176
	Iteration 24Q: 3 clusters Score -2.067827e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 114563 members 
Entering Unmasked Estep 
Score: -20678324.000000 Penalty: 5989.805176
	Iteration 25Q: 3 clusters Score -2.067832e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 115831 members 
Entering Unmasked Estep 
Score: -20678372.000000 Penalty: 5989.805176
	Iteration 26Q: 3 clusters Score -2.067837e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 117196 members 
Entering Unmasked Estep 
Score: -20678542.000000 Penalty: 5989.805176
	Iteration 27Q: 3 clusters Score -2.067854e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 118746 members 
Entering Unmasked Estep 
Score: -20678734.000000 Penalty: 5989.805176
	Iteration 28Q: 3 clusters Score -2.067873e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -20679026.000000 Penalty: 5989.805176
	Iteration 29Q: 3 clusters Score -2.067903e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 122386 members 
Entering Unmasked Estep 
Score: -20679316.000000 Penalty: 5989.805176
	Iteration 30Q: 3 clusters Score -2.067932e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 124611 members 
Entering Unmasked Estep 
Score: -20679624.000000 Penalty: 5989.805176
	Iteration 31Q: 3 clusters Score -2.067962e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 127067 members 
Entering Unmasked Estep 
Score: -20679942.000000 Penalty: 5989.805176
	Iteration 32Q: 3 clusters Score -2.067994e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 129848 members 
Entering Unmasked Estep 
Score: -20680482.000000 Penalty: 5989.805176
	Iteration 33Q: 3 clusters Score -2.068048e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 132851 members 
Entering Unmasked Estep 
Score: -20681194.000000 Penalty: 5989.805176
	Iteration 34Q: 3 clusters Score -2.068119e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 136145 members 
Entering Unmasked Estep 
Score: -20681966.000000 Penalty: 5989.805176
	Iteration 35Q: 3 clusters Score -2.068197e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 139726 members 
Entering Unmasked Estep 
Score: -20682954.000000 Penalty: 5989.805176
	Iteration 36Q: 3 clusters Score -2.068295e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 143654 members 
Entering Unmasked Estep 
Score: -20684352.000000 Penalty: 5989.805176
	Iteration 37Q: 3 clusters Score -2.068435e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 147776 members 
Entering Unmasked Estep 
Score: -20685762.000000 Penalty: 5989.805176
	Iteration 38Q: 3 clusters Score -2.068576e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 152116 members 
Entering Unmasked Estep 
Score: -20687694.000000 Penalty: 5989.805176
	Iteration 39Q: 3 clusters Score -2.068769e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 156490 members 
Entering Unmasked Estep 
Score: -20689612.000000 Penalty: 5989.805176
	Iteration 40F: 3 clusters Score -2.068961e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 160772 members 
Entering Unmasked Estep 
Score: -20692004.000000 Penalty: 5989.805176
	Iteration 41Q: 3 clusters Score -2.0692e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 164811 members 
Entering Unmasked Estep 
Score: -20694670.000000 Penalty: 5989.805176
	Iteration 42Q: 3 clusters Score -2.069467e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 168218 members 
Entering Unmasked Estep 
Score: -20696944.000000 Penalty: 5989.805176
	Iteration 43Q: 3 clusters Score -2.069694e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 170848 members 
Entering Unmasked Estep 
Score: -20698610.000000 Penalty: 5989.805176
	Iteration 44Q: 3 clusters Score -2.069861e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 172674 members 
Entering Unmasked Estep 
Score: -20699894.000000 Penalty: 5989.805176
	Iteration 45Q: 3 clusters Score -2.069989e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 173788 members 
Entering Unmasked Estep 
Score: -20700736.000000 Penalty: 5989.805176
	Iteration 46Q: 3 clusters Score -2.070074e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 174365 members 
Entering Unmasked Estep 
Score: -20701226.000000 Penalty: 5989.805176
	Iteration 47Q: 3 clusters Score -2.070123e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -20701400.000000 Penalty: 5989.805176
	Iteration 48Q: 3 clusters Score -2.07014e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 174787 members 
Entering Unmasked Estep 
Score: -20701500.000000 Penalty: 5989.805176
	Iteration 49Q: 3 clusters Score -2.07015e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 174878 members 
Entering Unmasked Estep 
Score: -20701552.000000 Penalty: 5989.805176
	Iteration 50Q: 3 clusters Score -2.070155e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 174914 members 
Entering Unmasked Estep 
Score: -20701632.000000 Penalty: 5989.805176
	Iteration 51Q: 3 clusters Score -2.070163e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -20701646.000000 Penalty: 5989.805176
	Iteration 52Q: 3 clusters Score -2.070165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 174961 members 
Entering Unmasked Estep 
Score: -20701666.000000 Penalty: 5989.805176
	Iteration 53Q: 3 clusters Score -2.070167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 174977 members 
Entering Unmasked Estep 
Score: -20701698.000000 Penalty: 5989.805176
	Iteration 54Q: 3 clusters Score -2.07017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 174984 members 
Entering Unmasked Estep 
Score: -20701684.000000 Penalty: 5989.805176
	Iteration 55Q: 3 clusters Score -2.070168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 174989 members 
Entering Unmasked Estep 
Score: -20701698.000000 Penalty: 5989.805176
	Iteration 56Q: 3 clusters Score -2.07017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 174994 members 
Entering Unmasked Estep 
Score: -20701698.000000 Penalty: 5989.805176
	Iteration 57Q: 3 clusters Score -2.07017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 174997 members 
Entering Unmasked Estep 
Score: -20701690.000000 Penalty: 5989.805176
	Iteration 58Q: 3 clusters Score -2.070169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 174999 members 
Entering Unmasked Estep 
Score: -20701710.000000 Penalty: 5989.805176
	Iteration 59Q: 3 clusters Score -2.070171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 175000 members 
Entering Unmasked Estep 
Score: -20701700.000000 Penalty: 5989.805176
	Iteration 60F: 3 clusters Score -2.07017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 175002 members 
Entering Unmasked Estep 
Score: -20701702.000000 Penalty: 5989.805176
	Iteration 61Q: 3 clusters Score -2.07017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 175002 members 
Entering Unmasked Estep 
Score: -20701724.000000 Penalty: 5989.805176
	Iteration 62Q: 3 clusters Score -2.070172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 175004 members 
Entering Unmasked Estep 
Score: -20701724.000000 Penalty: 5989.805176
	Iteration 63Q: 3 clusters Score -2.070172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 175004 members 
Entering Unmasked Estep 
Score: -20701724.000000 Penalty: 5989.805176
	Iteration 64F: 3 clusters Score -2.070172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Entering Unmasked Estep 
Score: -954309.125000 Penalty: 2233.340576
	Iteration 0F: 2 clusters Score -954309.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -947868.500000 Penalty: 4466.681152
	Iteration 0F: 3 clusters Score -947868.5 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -949607.937500 Penalty: 4466.681152
	Iteration 1F: 3 clusters Score -949607.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -949903.937500 Penalty: 4466.681152
	Iteration 2F: 3 clusters Score -949903.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -950126.687500 Penalty: 4466.681152
	Iteration 3F: 3 clusters Score -950126.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -950335.687500 Penalty: 4466.681152
	Iteration 4Q: 3 clusters Score -950335.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -950552.312500 Penalty: 4466.681152
	Iteration 5Q: 3 clusters Score -950552.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -950821.812500 Penalty: 4466.681152
	Iteration 6Q: 3 clusters Score -950821.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -951160.750000 Penalty: 4466.681152
	Iteration 7F: 3 clusters Score -951160.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -951514.437500 Penalty: 4466.681152
	Iteration 8F: 3 clusters Score -951514.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -951821.250000 Penalty: 4466.681152
	Iteration 9F: 3 clusters Score -951821.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -952034.125000 Penalty: 4466.681152
	Iteration 10Q: 3 clusters Score -952034.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -952164.250000 Penalty: 4466.681152
	Iteration 11Q: 3 clusters Score -952164.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -952258.687500 Penalty: 4466.681152
	Iteration 12Q: 3 clusters Score -952258.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -952318.562500 Penalty: 4466.681152
	Iteration 13Q: 3 clusters Score -952318.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -952354.625000 Penalty: 4466.681152
	Iteration 14Q: 3 clusters Score -952354.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -952376.187500 Penalty: 4466.681152
	Iteration 15Q: 3 clusters Score -952376.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -952393.875000 Penalty: 4466.681152
	Iteration 16Q: 3 clusters Score -952393.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -952409.187500 Penalty: 4466.681152
	Iteration 17Q: 3 clusters Score -952409.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -952427.375000 Penalty: 4466.681152
	Iteration 18Q: 3 clusters Score -952427.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -952437.187500 Penalty: 4466.681152
	Iteration 19Q: 3 clusters Score -952437.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -952444.625000 Penalty: 4466.681152
	Iteration 20F: 3 clusters Score -952444.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -952446.875000 Penalty: 4466.681152
	Iteration 21Q: 3 clusters Score -952446.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -952449.000000 Penalty: 4466.681152
	Iteration 22Q: 3 clusters Score -952449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -952449.125000 Penalty: 4466.681152
	Iteration 23Q: 3 clusters Score -952449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -952450.437500 Penalty: 4466.681152
	Iteration 24Q: 3 clusters Score -952450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -952450.562500 Penalty: 4466.681152
	Iteration 25Q: 3 clusters Score -952450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -952450.937500 Penalty: 4466.681152
	Iteration 26Q: 3 clusters Score -952450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -952452.500000 Penalty: 4466.681152
	Iteration 27Q: 3 clusters Score -952452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -952452.000000 Penalty: 4466.681152
	Iteration 28Q: 3 clusters Score -952452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -952453.375000 Penalty: 4466.681152
	Iteration 29Q: 3 clusters Score -952453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -952452.875000 Penalty: 4466.681152
	Iteration 30Q: 3 clusters Score -952452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -952452.875000 Penalty: 4466.681152
	Iteration 31F: 3 clusters Score -952452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Entering Unmasked Estep 
Score: -4795355.000000 Penalty: 2635.656738
	Iteration 0F: 2 clusters Score -4795355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4767379.500000 Penalty: 5271.313477
	Iteration 0F: 3 clusters Score -4767380 nChanged 18869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4778291.500000 Penalty: 5271.313477
	Iteration 1F: 3 clusters Score -4778292 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4779326.500000 Penalty: 5271.313477
	Iteration 2F: 3 clusters Score -4779326 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4780489.000000 Penalty: 5271.313477
	Iteration 3F: 3 clusters Score -4780489 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4781912.000000 Penalty: 5271.313477
	Iteration 4F: 3 clusters Score -4781912 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4783566.500000 Penalty: 5271.313477
	Iteration 5F: 3 clusters Score -4783566 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4785412.000000 Penalty: 5271.313477
	Iteration 6F: 3 clusters Score -4785412 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4787112.000000 Penalty: 5271.313477
	Iteration 7F: 3 clusters Score -4787112 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4788376.000000 Penalty: 5271.313477
	Iteration 8F: 3 clusters Score -4788376 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -4789131.500000 Penalty: 5271.313477
	Iteration 9Q: 3 clusters Score -4789132 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -4789556.000000 Penalty: 5271.313477
	Iteration 10Q: 3 clusters Score -4789556 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4789804.500000 Penalty: 5271.313477
	Iteration 11Q: 3 clusters Score -4789804 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4789959.000000 Penalty: 5271.313477
	Iteration 12Q: 3 clusters Score -4789959 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4790097.500000 Penalty: 5271.313477
	Iteration 13Q: 3 clusters Score -4790098 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -4790228.000000 Penalty: 5271.313477
	Iteration 14Q: 3 clusters Score -4790228 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4790342.500000 Penalty: 5271.313477
	Iteration 15Q: 3 clusters Score -4790342 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4790487.000000 Penalty: 5271.313477
	Iteration 16Q: 3 clusters Score -4790487 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4790655.000000 Penalty: 5271.313477
	Iteration 17Q: 3 clusters Score -4790655 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -4790780.000000 Penalty: 5271.313477
	Iteration 18Q: 3 clusters Score -4790780 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -4790887.000000 Penalty: 5271.313477
	Iteration 19Q: 3 clusters Score -4790887 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4791017.000000 Penalty: 5271.313477
	Iteration 20F: 3 clusters Score -4791017 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4791126.500000 Penalty: 5271.313477
	Iteration 21Q: 3 clusters Score -4791126 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -4791226.000000 Penalty: 5271.313477
	Iteration 22Q: 3 clusters Score -4791226 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4791308.000000 Penalty: 5271.313477
	Iteration 23Q: 3 clusters Score -4791308 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4791378.500000 Penalty: 5271.313477
	Iteration 24Q: 3 clusters Score -4791378 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -4791430.000000 Penalty: 5271.313477
	Iteration 25Q: 3 clusters Score -4791430 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4791489.000000 Penalty: 5271.313477
	Iteration 26Q: 3 clusters Score -4791489 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4791530.000000 Penalty: 5271.313477
	Iteration 27Q: 3 clusters Score -4791530 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -4791571.500000 Penalty: 5271.313477
	Iteration 28Q: 3 clusters Score -4791572 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -4791598.500000 Penalty: 5271.313477
	Iteration 29Q: 3 clusters Score -4791598 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -4791631.500000 Penalty: 5271.313477
	Iteration 30Q: 3 clusters Score -4791632 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -4791655.500000 Penalty: 5271.313477
	Iteration 31Q: 3 clusters Score -4791656 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -4791697.000000 Penalty: 5271.313477
	Iteration 32Q: 3 clusters Score -4791697 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -4791726.000000 Penalty: 5271.313477
	Iteration 33Q: 3 clusters Score -4791726 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -4791741.500000 Penalty: 5271.313477
	Iteration 34Q: 3 clusters Score -4791742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -4791768.500000 Penalty: 5271.313477
	Iteration 35Q: 3 clusters Score -4791768 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -4791776.500000 Penalty: 5271.313477
	Iteration 36Q: 3 clusters Score -4791776 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -4791812.000000 Penalty: 5271.313477
	Iteration 37Q: 3 clusters Score -4791812 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4791846.500000 Penalty: 5271.313477
	Iteration 38Q: 3 clusters Score -4791846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -4791874.500000 Penalty: 5271.313477
	Iteration 39Q: 3 clusters Score -4791874 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -4791895.000000 Penalty: 5271.313477
	Iteration 40F: 3 clusters Score -4791895 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -4791917.000000 Penalty: 5271.313477
	Iteration 41Q: 3 clusters Score -4791917 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -4791948.000000 Penalty: 5271.313477
	Iteration 42Q: 3 clusters Score -4791948 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4791986 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -4792006.000000 Penalty: 5271.313477
	Iteration 44Q: 3 clusters Score -4792006 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4792023.500000 Penalty: 5271.313477
	Iteration 45Q: 3 clusters Score -4792024 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -4792047.500000 Penalty: 5271.313477
	Iteration 46Q: 3 clusters Score -4792048 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -4792065.500000 Penalty: 5271.313477
	Iteration 47Q: 3 clusters Score -4792066 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -4792107.000000 Penalty: 5271.313477
	Iteration 48Q: 3 clusters Score -4792107 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -4792120.000000 Penalty: 5271.313477
	Iteration 49Q: 3 clusters Score -4792120 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -4792190.500000 Penalty: 5271.313477
	Iteration 50Q: 3 clusters Score -4792190 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -4792267.000000 Penalty: 5271.313477
	Iteration 51Q: 3 clusters Score -4792267 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4792334.500000 Penalty: 5271.313477
	Iteration 52Q: 3 clusters Score -4792334 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4792404.500000 Penalty: 5271.313477
	Iteration 53Q: 3 clusters Score -4792404 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4792468.500000 Penalty: 5271.313477
	Iteration 54Q: 3 clusters Score -4792468 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -4792527.500000 Penalty: 5271.313477
	Iteration 55Q: 3 clusters Score -4792528 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -4792570.000000 Penalty: 5271.313477
	Iteration 56Q: 3 clusters Score -4792570 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4792622.500000 Penalty: 5271.313477
	Iteration 57Q: 3 clusters Score -4792622 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -4792675.500000 Penalty: 5271.313477
	Iteration 58Q: 3 clusters Score -4792676 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -4792712.000000 Penalty: 5271.313477
	Iteration 59Q: 3 clusters Score -4792712 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -4792755.000000 Penalty: 5271.313477
	Iteration 60F: 3 clusters Score -4792755 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4792817.000000 Penalty: 5271.313477
	Iteration 61Q: 3 clusters Score -4792817 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -4792903.500000 Penalty: 5271.313477
	Iteration 62Q: 3 clusters Score -4792904 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -4792987.500000 Penalty: 5271.313477
	Iteration 63Q: 3 clusters Score -4792988 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -4793053.500000 Penalty: 5271.313477
	Iteration 64Q: 3 clusters Score -4793054 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -4793133.500000 Penalty: 5271.313477
	Iteration 65Q: 3 clusters Score -4793134 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -4793214.000000 Penalty: 5271.313477
	Iteration 66Q: 3 clusters Score -4793214 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4793286.500000 Penalty: 5271.313477
	Iteration 67Q: 3 clusters Score -4793286 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4793311.500000 Penalty: 5271.313477
	Iteration 68Q: 3 clusters Score -4793312 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4793348.500000 Penalty: 5271.313477
	Iteration 69Q: 3 clusters Score -4793348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -4793373.500000 Penalty: 5271.313477
	Iteration 70Q: 3 clusters Score -4793374 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -4793386.000000 Penalty: 5271.313477
	Iteration 71Q: 3 clusters Score -4793386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -4793414.000000 Penalty: 5271.313477
	Iteration 72Q: 3 clusters Score -4793414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -4793432.000000 Penalty: 5271.313477
	Iteration 73Q: 3 clusters Score -4793432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4793453 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4793447.500000 Penalty: 5271.313477
	Iteration 75Q: 3 clusters Score -4793448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4793466.000000 Penalty: 5271.313477
	Iteration 76Q: 3 clusters Score -4793466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4793467.000000 Penalty: 5271.313477
	Iteration 77Q: 3 clusters Score -4793467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4793470.000000 Penalty: 5271.313477
	Iteration 78Q: 3 clusters Score -4793470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -4793470.000000 Penalty: 5271.313477
	Iteration 79Q: 3 clusters Score -4793470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4793478.500000 Penalty: 5271.313477
	Iteration 80F: 3 clusters Score -4793478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -4793493.000000 Penalty: 5271.313477
	Iteration 81Q: 3 clusters Score -4793493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4793495.500000 Penalty: 5271.313477
	Iteration 82Q: 3 clusters Score -4793496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4793505.500000 Penalty: 5271.313477
	Iteration 83Q: 3 clusters Score -4793506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4793517.500000 Penalty: 5271.313477
	Iteration 84Q: 3 clusters Score -4793518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4793513.500000 Penalty: 5271.313477
	Iteration 85Q: 3 clusters Score -4793514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -4793521.000000 Penalty: 5271.313477
	Iteration 86Q: 3 clusters Score -4793521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -4793528.000000 Penalty: 5271.313477
	Iteration 87Q: 3 clusters Score -4793528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4793525.500000 Penalty: 5271.313477
	Iteration 88Q: 3 clusters Score -4793526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4793524.500000 Penalty: 5271.313477
	Iteration 89Q: 3 clusters Score -4793524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4793538.000000 Penalty: 5271.313477
	Iteration 90Q: 3 clusters Score -4793538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4793542.000000 Penalty: 5271.313477
	Iteration 91Q: 3 clusters Score -4793542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4793542.000000 Penalty: 5271.313477
	Iteration 92Q: 3 clusters Score -4793542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4793537.500000 Penalty: 5271.313477
	Iteration 93Q: 3 clusters Score -4793538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -4793536.000000 Penalty: 5271.313477
	Iteration 94Q: 3 clusters Score -4793536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4793541.000000 Penalty: 5271.313477
	Iteration 95Q: 3 clusters Score -4793541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4793542.500000 Penalty: 5271.313477
	Iteration 96Q: 3 clusters Score -4793542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4793544.500000 Penalty: 5271.313477
	Iteration 97Q: 3 clusters Score -4793544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4793537.000000 Penalty: 5271.313477
	Iteration 98Q: 3 clusters Score -4793537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -4793542.500000 Penalty: 5271.313477
	Iteration 99Q: 3 clusters Score -4793542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -4793543.500000 Penalty: 5271.313477
	Iteration 100F: 3 clusters Score -4793544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4793542.500000 Penalty: 5271.313477
	Iteration 101Q: 3 clusters Score -4793542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4793547.000000 Penalty: 5271.313477
	Iteration 102Q: 3 clusters Score -4793547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4793552.000000 Penalty: 5271.313477
	Iteration 103Q: 3 clusters Score -4793552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4793552.000000 Penalty: 5271.313477
	Iteration 104Q: 3 clusters Score -4793552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -4793551.500000 Penalty: 5271.313477
	Iteration 105Q: 3 clusters Score -4793552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4793551.000000 Penalty: 5271.313477
	Iteration 106Q: 3 clusters Score -4793551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4793552.500000 Penalty: 5271.313477
	Iteration 107Q: 3 clusters Score -4793552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4793555.500000 Penalty: 5271.313477
	Iteration 108Q: 3 clusters Score -4793556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -4793554.500000 Penalty: 5271.313477
	Iteration 109Q: 3 clusters Score -4793554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -4793552.500000 Penalty: 5271.313477
	Iteration 110Q: 3 clusters Score -4793552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4793551.500000 Penalty: 5271.313477
	Iteration 111Q: 3 clusters Score -4793552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4793549.000000 Penalty: 5271.313477
	Iteration 112Q: 3 clusters Score -4793549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -4793556.000000 Penalty: 5271.313477
	Iteration 113Q: 3 clusters Score -4793556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4793552.000000 Penalty: 5271.313477
	Iteration 114Q: 3 clusters Score -4793552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4793553.000000 Penalty: 5271.313477
	Iteration 115Q: 3 clusters Score -4793553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4793549.500000 Penalty: 5271.313477
	Iteration 116Q: 3 clusters Score -4793550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4793554.000000 Penalty: 5271.313477
	Iteration 117Q: 3 clusters Score -4793554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4793557.500000 Penalty: 5271.313477
	Iteration 118Q: 3 clusters Score -4793558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4793565.500000 Penalty: 5271.313477
	Iteration 119Q: 3 clusters Score -4793566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4793565.500000 Penalty: 5271.313477
	Iteration 120F: 3 clusters Score -4793566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4793558.500000 Penalty: 5271.313477
	Iteration 121Q: 3 clusters Score -4793558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4793559.500000 Penalty: 5271.313477
	Iteration 122Q: 3 clusters Score -4793560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4793559.500000 Penalty: 5271.313477
	Iteration 123Q: 3 clusters Score -4793560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4793566.000000 Penalty: 5271.313477
	Iteration 124Q: 3 clusters Score -4793566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4793561.500000 Penalty: 5271.313477
	Iteration 125Q: 3 clusters Score -4793562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4793560.500000 Penalty: 5271.313477
	Iteration 126Q: 3 clusters Score -4793560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4793562.000000 Penalty: 5271.313477
	Iteration 127Q: 3 clusters Score -4793562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4793566.500000 Penalty: 5271.313477
	Iteration 128Q: 3 clusters Score -4793566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -4793569.000000 Penalty: 5271.313477
	Iteration 129Q: 3 clusters Score -4793569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4793574.000000 Penalty: 5271.313477
	Iteration 130Q: 3 clusters Score -4793574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4793575.000000 Penalty: 5271.313477
	Iteration 131Q: 3 clusters Score -4793575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4793568.500000 Penalty: 5271.313477
	Iteration 132Q: 3 clusters Score -4793568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4793577.500000 Penalty: 5271.313477
	Iteration 133Q: 3 clusters Score -4793578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -4793579.000000 Penalty: 5271.313477
	Iteration 134Q: 3 clusters Score -4793579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4793575.000000 Penalty: 5271.313477
	Iteration 135Q: 3 clusters Score -4793575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -4793577.500000 Penalty: 5271.313477
	Iteration 136Q: 3 clusters Score -4793578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4793580.500000 Penalty: 5271.313477
	Iteration 137Q: 3 clusters Score -4793580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4793583.500000 Penalty: 5271.313477
	Iteration 138Q: 3 clusters Score -4793584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4793581.500000 Penalty: 5271.313477
	Iteration 139Q: 3 clusters Score -4793582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -4793581.000000 Penalty: 5271.313477
	Iteration 140F: 3 clusters Score -4793581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4793578.500000 Penalty: 5271.313477
	Iteration 141Q: 3 clusters Score -4793578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4793578.500000 Penalty: 5271.313477
	Iteration 142F: 3 clusters Score -4793578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Entering Unmasked Estep 
Score: -598475.187500 Penalty: 2156.319824
	Iteration 0F: 2 clusters Score -598475.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -593313.375000 Penalty: 4312.639648
	Iteration 0F: 3 clusters Score -593313.4 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -594807.625000 Penalty: 4312.639648
	Iteration 1F: 3 clusters Score -594807.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -595183.625000 Penalty: 4312.639648
	Iteration 2F: 3 clusters Score -595183.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -595498.375000 Penalty: 4312.639648
	Iteration 3F: 3 clusters Score -595498.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -595836.625000 Penalty: 4312.639648
	Iteration 4F: 3 clusters Score -595836.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -596165.250000 Penalty: 4312.639648
	Iteration 5F: 3 clusters Score -596165.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -596455.500000 Penalty: 4312.639648
	Iteration 6F: 3 clusters Score -596455.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -596674.875000 Penalty: 4312.639648
	Iteration 7Q: 3 clusters Score -596674.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -596824.750000 Penalty: 4312.639648
	Iteration 8Q: 3 clusters Score -596824.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -596937.500000 Penalty: 4312.639648
	Iteration 9Q: 3 clusters Score -596937.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -597012.062500 Penalty: 4312.639648
	Iteration 10Q: 3 clusters Score -597012.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -597064.312500 Penalty: 4312.639648
	Iteration 11Q: 3 clusters Score -597064.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -597106.250000 Penalty: 4312.639648
	Iteration 12Q: 3 clusters Score -597106.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -597158.187500 Penalty: 4312.639648
	Iteration 13Q: 3 clusters Score -597158.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -597203.375000 Penalty: 4312.639648
	Iteration 14Q: 3 clusters Score -597203.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -597250.125000 Penalty: 4312.639648
	Iteration 15Q: 3 clusters Score -597250.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -597300.437500 Penalty: 4312.639648
	Iteration 16Q: 3 clusters Score -597300.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -597338.687500 Penalty: 4312.639648
	Iteration 17Q: 3 clusters Score -597338.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -597359.625000 Penalty: 4312.639648
	Iteration 18Q: 3 clusters Score -597359.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -597375.000000 Penalty: 4312.639648
	Iteration 19Q: 3 clusters Score -597375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -597394.875000 Penalty: 4312.639648
	Iteration 20F: 3 clusters Score -597394.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -597410.000000 Penalty: 4312.639648
	Iteration 21Q: 3 clusters Score -597410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -597420.875000 Penalty: 4312.639648
	Iteration 22Q: 3 clusters Score -597420.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -597430.625000 Penalty: 4312.639648
	Iteration 23Q: 3 clusters Score -597430.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -597435.500000 Penalty: 4312.639648
	Iteration 24Q: 3 clusters Score -597435.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -597441.125000 Penalty: 4312.639648
	Iteration 25Q: 3 clusters Score -597441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -597441.312500 Penalty: 4312.639648
	Iteration 26Q: 3 clusters Score -597441.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -597443.375000 Penalty: 4312.639648
	Iteration 27Q: 3 clusters Score -597443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -597444.187500 Penalty: 4312.639648
	Iteration 28Q: 3 clusters Score -597444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -597444.187500 Penalty: 4312.639648
	Iteration 29Q: 3 clusters Score -597444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -597444.125000 Penalty: 4312.639648
	Iteration 30Q: 3 clusters Score -597444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -597444.500000 Penalty: 4312.639648
	Iteration 31Q: 3 clusters Score -597444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -597446.062500 Penalty: 4312.639648
	Iteration 32Q: 3 clusters Score -597446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -597445.875000 Penalty: 4312.639648
	Iteration 33Q: 3 clusters Score -597445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -597447.062500 Penalty: 4312.639648
	Iteration 34Q: 3 clusters Score -597447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -597448.062500 Penalty: 4312.639648
	Iteration 35Q: 3 clusters Score -597448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -597448.500000 Penalty: 4312.639648
	Iteration 36Q: 3 clusters Score -597448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -597448.937500 Penalty: 4312.639648
	Iteration 37Q: 3 clusters Score -597448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -597449.875000 Penalty: 4312.639648
	Iteration 38Q: 3 clusters Score -597449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -597449.875000 Penalty: 4312.639648
	Iteration 39F: 3 clusters Score -597449.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -72298.882812 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -72298.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70761.179688 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -70761.18 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71086.960938 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -71086.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71301.601562 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -71301.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71435.078125 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -71435.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71496.148438 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -71496.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71554.656250 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -71554.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71597.359375 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -71597.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71631.117188 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -71631.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71643.789062 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -71643.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71672.601562 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -71672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71697.242188 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -71697.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71724.234375 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -71724.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71744.640625 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -71744.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71749.984375 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -71749.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71758.390625 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -71758.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71772.726562 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -71772.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71840.640625 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -71840.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71986.179688 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -71986.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72134.328125 Penalty: 3150.904053
	Iteration 18Q: 3 clusters Score -72134.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72226.843750 Penalty: 3150.904053
	Iteration 19Q: 3 clusters Score -72226.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72332.195312 Penalty: 3150.904053
	Iteration 20F: 3 clusters Score -72332.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72447.750000 Penalty: 3150.904053
	Iteration 21Q: 3 clusters Score -72447.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72509.070312 Penalty: 3150.904053
	Iteration 22Q: 3 clusters Score -72509.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72544.328125 Penalty: 3150.904053
	Iteration 23Q: 3 clusters Score -72544.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72581.625000 Penalty: 3150.904053
	Iteration 24Q: 3 clusters Score -72581.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72583.250000 Penalty: 3150.904053
	Iteration 25Q: 3 clusters Score -72583.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72584.351562 Penalty: 3150.904053
	Iteration 26Q: 3 clusters Score -72584.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72589.804688 Penalty: 3150.904053
	Iteration 27Q: 3 clusters Score -72589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72589.804688 Penalty: 3150.904053
	Iteration 28F: 3 clusters Score -72589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 18000 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32547 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 10108 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188070 members 
Mstep: Class 13 contains 186869 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43275 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11551 members 
Mstep: Class 26 contains 51624 members 
Mstep: Class 27 contains 25614 members 
Mstep: Class 28 contains 52356 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10410 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175645 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41260 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 197 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2867 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6050 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34621 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25313 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9940 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 377 members 
Entering Unmasked Estep 
Score: -133759696.000000 Penalty: 260018.453125
Splitting cluster 37 changes total score from -133761280.000000 to -133759696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -642758.437500 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -642758.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -637911.062500 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -637911.1 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -639138.875000 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -639138.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -639405.250000 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -639405.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -639627.625000 Penalty: 4276.558105
	Iteration 3F: 3 clusters Score -639627.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -639844.500000 Penalty: 4276.558105
	Iteration 4F: 3 clusters Score -639844.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -640079.750000 Penalty: 4276.558105
	Iteration 5F: 3 clusters Score -640079.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -640347.250000 Penalty: 4276.558105
	Iteration 6F: 3 clusters Score -640347.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -640635.187500 Penalty: 4276.558105
	Iteration 7F: 3 clusters Score -640635.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -640867.812500 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -640867.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -641032.000000 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -641032 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -641126.500000 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -641126.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -641184.687500 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -641184.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -641236.625000 Penalty: 4276.558105
	Iteration 12Q: 3 clusters Score -641236.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -641266.812500 Penalty: 4276.558105
	Iteration 13Q: 3 clusters Score -641266.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -641285.687500 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -641285.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -641294.250000 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -641294.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -641300.375000 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -641300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -641304.062500 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -641304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -641309.500000 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -641309.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -641311.625000 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -641311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -641317.062500 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -641317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -641318.812500 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -641318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -641323.437500 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -641323.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -641327.312500 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -641327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -641330.812500 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -641330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -641330.625000 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -641330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -641331.562500 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -641331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -641332.625000 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -641332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -641333.687500 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -641333.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -641334.500000 Penalty: 4276.558105
	Iteration 29Q: 3 clusters Score -641334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -641335.687500 Penalty: 4276.558105
	Iteration 30Q: 3 clusters Score -641335.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -641335.500000 Penalty: 4276.558105
	Iteration 31Q: 3 clusters Score -641335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -641336.062500 Penalty: 4276.558105
	Iteration 32Q: 3 clusters Score -641336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -641337.250000 Penalty: 4276.558105
	Iteration 33Q: 3 clusters Score -641337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -641337.250000 Penalty: 4276.558105
	Iteration 34F: 3 clusters Score -641337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -332521.343750 Penalty: 1974.333252
	Iteration 0F: 2 clusters Score -332521.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -329314.937500 Penalty: 3948.666504
	Iteration 0F: 3 clusters Score -329314.9 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -329991.062500 Penalty: 3948.666504
	Iteration 1F: 3 clusters Score -329991.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -330185.500000 Penalty: 3948.666504
	Iteration 2F: 3 clusters Score -330185.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -330347.250000 Penalty: 3948.666504
	Iteration 3F: 3 clusters Score -330347.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -330464.093750 Penalty: 3948.666504
	Iteration 4Q: 3 clusters Score -330464.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -330530.781250 Penalty: 3948.666504
	Iteration 5Q: 3 clusters Score -330530.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -330593.687500 Penalty: 3948.666504
	Iteration 6Q: 3 clusters Score -330593.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -330635.531250 Penalty: 3948.666504
	Iteration 7Q: 3 clusters Score -330635.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -330663.843750 Penalty: 3948.666504
	Iteration 8Q: 3 clusters Score -330663.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -330684.656250 Penalty: 3948.666504
	Iteration 9Q: 3 clusters Score -330684.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -330709.281250 Penalty: 3948.666504
	Iteration 10Q: 3 clusters Score -330709.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -330741.656250 Penalty: 3948.666504
	Iteration 11Q: 3 clusters Score -330741.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -330776.281250 Penalty: 3948.666504
	Iteration 12Q: 3 clusters Score -330776.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -330810.468750 Penalty: 3948.666504
	Iteration 13Q: 3 clusters Score -330810.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -330835.968750 Penalty: 3948.666504
	Iteration 14Q: 3 clusters Score -330836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -330862.343750 Penalty: 3948.666504
	Iteration 15Q: 3 clusters Score -330862.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330881.281250 Penalty: 3948.666504
	Iteration 16Q: 3 clusters Score -330881.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -330895.875000 Penalty: 3948.666504
	Iteration 17Q: 3 clusters Score -330895.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -330910.375000 Penalty: 3948.666504
	Iteration 18Q: 3 clusters Score -330910.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -330922.437500 Penalty: 3948.666504
	Iteration 19Q: 3 clusters Score -330922.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -330940.156250 Penalty: 3948.666504
	Iteration 20F: 3 clusters Score -330940.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -330960.000000 Penalty: 3948.666504
	Iteration 21Q: 3 clusters Score -330960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -330973.093750 Penalty: 3948.666504
	Iteration 22Q: 3 clusters Score -330973.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -330989.937500 Penalty: 3948.666504
	Iteration 23Q: 3 clusters Score -330989.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -331000.562500 Penalty: 3948.666504
	Iteration 24Q: 3 clusters Score -331000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -331010.062500 Penalty: 3948.666504
	Iteration 25Q: 3 clusters Score -331010.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -331019.687500 Penalty: 3948.666504
	Iteration 26Q: 3 clusters Score -331019.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -331026.312500 Penalty: 3948.666504
	Iteration 27Q: 3 clusters Score -331026.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -331032.187500 Penalty: 3948.666504
	Iteration 28Q: 3 clusters Score -331032.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -331037.812500 Penalty: 3948.666504
	Iteration 29Q: 3 clusters Score -331037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -331041.500000 Penalty: 3948.666504
	Iteration 30Q: 3 clusters Score -331041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -331045.093750 Penalty: 3948.666504
	Iteration 31Q: 3 clusters Score -331045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -331046.187500 Penalty: 3948.666504
	Iteration 32Q: 3 clusters Score -331046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -331047.000000 Penalty: 3948.666504
	Iteration 33Q: 3 clusters Score -331047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -331047.656250 Penalty: 3948.666504
	Iteration 34Q: 3 clusters Score -331047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -331049.531250 Penalty: 3948.666504
	Iteration 35Q: 3 clusters Score -331049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -331052.312500 Penalty: 3948.666504
	Iteration 36Q: 3 clusters Score -331052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -331052.312500 Penalty: 3948.666504
	Iteration 37F: 3 clusters Score -331052.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -265581.468750 Penalty: 1916.537842
	Iteration 0F: 2 clusters Score -265581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -262828.062500 Penalty: 3833.075684
	Iteration 0F: 3 clusters Score -262828.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -263326.062500 Penalty: 3833.075684
	Iteration 1F: 3 clusters Score -263326.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263490.656250 Penalty: 3833.075684
	Iteration 2F: 3 clusters Score -263490.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -263577.250000 Penalty: 3833.075684
	Iteration 3F: 3 clusters Score -263577.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -263616.156250 Penalty: 3833.075684
	Iteration 4Q: 3 clusters Score -263616.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -263638.062500 Penalty: 3833.075684
	Iteration 5Q: 3 clusters Score -263638.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -263660.218750 Penalty: 3833.075684
	Iteration 6Q: 3 clusters Score -263660.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -263681.531250 Penalty: 3833.075684
	Iteration 7Q: 3 clusters Score -263681.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263700.375000 Penalty: 3833.075684
	Iteration 8Q: 3 clusters Score -263700.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -263720.718750 Penalty: 3833.075684
	Iteration 9Q: 3 clusters Score -263720.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263733.750000 Penalty: 3833.075684
	Iteration 10Q: 3 clusters Score -263733.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263741.750000 Penalty: 3833.075684
	Iteration 11Q: 3 clusters Score -263741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263745.406250 Penalty: 3833.075684
	Iteration 12Q: 3 clusters Score -263745.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263749.312500 Penalty: 3833.075684
	Iteration 13Q: 3 clusters Score -263749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263749.812500 Penalty: 3833.075684
	Iteration 14Q: 3 clusters Score -263749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -263751.468750 Penalty: 3833.075684
	Iteration 15Q: 3 clusters Score -263751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263753.906250 Penalty: 3833.075684
	Iteration 16Q: 3 clusters Score -263753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -263755.625000 Penalty: 3833.075684
	Iteration 17Q: 3 clusters Score -263755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -263755.500000 Penalty: 3833.075684
	Iteration 18Q: 3 clusters Score -263755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -263755.500000 Penalty: 3833.075684
	Iteration 19F: 3 clusters Score -263755.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -1140474.375000 Penalty: 2281.396240
	Iteration 0F: 2 clusters Score -1140474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1132827.125000 Penalty: 4562.792480
	Iteration 0F: 3 clusters Score -1132827 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1135119.000000 Penalty: 4562.792480
	Iteration 1F: 3 clusters Score -1135119 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1135575.875000 Penalty: 4562.792480
	Iteration 2F: 3 clusters Score -1135576 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1135946.000000 Penalty: 4562.792480
	Iteration 3F: 3 clusters Score -1135946 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1136255.000000 Penalty: 4562.792480
	Iteration 4F: 3 clusters Score -1136255 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1136496.375000 Penalty: 4562.792480
	Iteration 5Q: 3 clusters Score -1136496 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1136721.875000 Penalty: 4562.792480
	Iteration 6Q: 3 clusters Score -1136722 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1136983.875000 Penalty: 4562.792480
	Iteration 7Q: 3 clusters Score -1136984 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1137256.125000 Penalty: 4562.792480
	Iteration 8Q: 3 clusters Score -1137256 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1137566.250000 Penalty: 4562.792480
	Iteration 9Q: 3 clusters Score -1137566 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1137877.875000 Penalty: 4562.792480
	Iteration 10Q: 3 clusters Score -1137878 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1138180.750000 Penalty: 4562.792480
	Iteration 11Q: 3 clusters Score -1138181 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1138439.375000 Penalty: 4562.792480
	Iteration 12Q: 3 clusters Score -1138439 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1138671.875000 Penalty: 4562.792480
	Iteration 13Q: 3 clusters Score -1138672 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1138856.375000 Penalty: 4562.792480
	Iteration 14Q: 3 clusters Score -1138856 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1138989.750000 Penalty: 4562.792480
	Iteration 15Q: 3 clusters Score -1138990 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1139078.750000 Penalty: 4562.792480
	Iteration 16Q: 3 clusters Score -1139079 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1139153.000000 Penalty: 4562.792480
	Iteration 17Q: 3 clusters Score -1139153 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1139226.625000 Penalty: 4562.792480
	Iteration 18Q: 3 clusters Score -1139227 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1139292.125000 Penalty: 4562.792480
	Iteration 19Q: 3 clusters Score -1139292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1139356.250000 Penalty: 4562.792480
	Iteration 20F: 3 clusters Score -1139356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1139420.875000 Penalty: 4562.792480
	Iteration 21Q: 3 clusters Score -1139421 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1139478.375000 Penalty: 4562.792480
	Iteration 22Q: 3 clusters Score -1139478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1139527.750000 Penalty: 4562.792480
	Iteration 23Q: 3 clusters Score -1139528 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1139554.250000 Penalty: 4562.792480
	Iteration 24Q: 3 clusters Score -1139554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1139570.625000 Penalty: 4562.792480
	Iteration 25Q: 3 clusters Score -1139571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1139582.625000 Penalty: 4562.792480
	Iteration 26Q: 3 clusters Score -1139583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1139589.000000 Penalty: 4562.792480
	Iteration 27Q: 3 clusters Score -1139589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1139596.125000 Penalty: 4562.792480
	Iteration 28Q: 3 clusters Score -1139596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1139599.125000 Penalty: 4562.792480
	Iteration 29Q: 3 clusters Score -1139599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1139600.000000 Penalty: 4562.792480
	Iteration 30Q: 3 clusters Score -1139600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1139607.250000 Penalty: 4562.792480
	Iteration 31Q: 3 clusters Score -1139607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1139608.250000 Penalty: 4562.792480
	Iteration 32Q: 3 clusters Score -1139608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1139611.000000 Penalty: 4562.792480
	Iteration 33Q: 3 clusters Score -1139611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1139615.250000 Penalty: 4562.792480
	Iteration 34Q: 3 clusters Score -1139615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1139616.875000 Penalty: 4562.792480
	Iteration 35Q: 3 clusters Score -1139617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1139622.375000 Penalty: 4562.792480
	Iteration 36Q: 3 clusters Score -1139622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1139623.375000 Penalty: 4562.792480
	Iteration 37Q: 3 clusters Score -1139623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1139622.750000 Penalty: 4562.792480
	Iteration 38Q: 3 clusters Score -1139623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1139630.125000 Penalty: 4562.792480
	Iteration 39Q: 3 clusters Score -1139630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1139629.500000 Penalty: 4562.792480
	Iteration 40F: 3 clusters Score -1139630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1139627.500000 Penalty: 4562.792480
	Iteration 41Q: 3 clusters Score -1139628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1139628.500000 Penalty: 4562.792480
	Iteration 42Q: 3 clusters Score -1139628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1139626.875000 Penalty: 4562.792480
	Iteration 43Q: 3 clusters Score -1139627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1139628.250000 Penalty: 4562.792480
	Iteration 44Q: 3 clusters Score -1139628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1139628.250000 Penalty: 4562.792480
	Iteration 45F: 3 clusters Score -1139628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -239980.796875 Penalty: 1885.766724
	Iteration 0F: 2 clusters Score -239980.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -237309.390625 Penalty: 3771.533447
	Iteration 0F: 3 clusters Score -237309.4 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -237758.781250 Penalty: 3771.533447
	Iteration 1F: 3 clusters Score -237758.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -237875.453125 Penalty: 3771.533447
	Iteration 2F: 3 clusters Score -237875.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -237921.062500 Penalty: 3771.533447
	Iteration 3Q: 3 clusters Score -237921.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -237938.203125 Penalty: 3771.533447
	Iteration 4Q: 3 clusters Score -237938.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -237959.843750 Penalty: 3771.533447
	Iteration 5Q: 3 clusters Score -237959.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -237987.078125 Penalty: 3771.533447
	Iteration 6Q: 3 clusters Score -237987.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -238009.859375 Penalty: 3771.533447
	Iteration 7Q: 3 clusters Score -238009.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -238035.265625 Penalty: 3771.533447
	Iteration 8Q: 3 clusters Score -238035.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -238047.859375 Penalty: 3771.533447
	Iteration 9Q: 3 clusters Score -238047.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -238056.453125 Penalty: 3771.533447
	Iteration 10Q: 3 clusters Score -238056.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -238064.500000 Penalty: 3771.533447
	Iteration 11Q: 3 clusters Score -238064.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -238074.578125 Penalty: 3771.533447
	Iteration 12Q: 3 clusters Score -238074.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -238082.218750 Penalty: 3771.533447
	Iteration 13Q: 3 clusters Score -238082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -238089.781250 Penalty: 3771.533447
	Iteration 14Q: 3 clusters Score -238089.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238095.000000 Penalty: 3771.533447
	Iteration 15Q: 3 clusters Score -238095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -238098.671875 Penalty: 3771.533447
	Iteration 16Q: 3 clusters Score -238098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -238100.984375 Penalty: 3771.533447
	Iteration 17Q: 3 clusters Score -238101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238101.078125 Penalty: 3771.533447
	Iteration 18Q: 3 clusters Score -238101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238103.234375 Penalty: 3771.533447
	Iteration 19Q: 3 clusters Score -238103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -238105.015625 Penalty: 3771.533447
	Iteration 20F: 3 clusters Score -238105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -238105.421875 Penalty: 3771.533447
	Iteration 21Q: 3 clusters Score -238105.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -238105.953125 Penalty: 3771.533447
	Iteration 22Q: 3 clusters Score -238106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -238106.296875 Penalty: 3771.533447
	Iteration 23Q: 3 clusters Score -238106.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -238106.296875 Penalty: 3771.533447
	Iteration 24F: 3 clusters Score -238106.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -53226.203125 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -53226.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51704.160156 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -51704.16 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51975.726562 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -51975.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52076.933594 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -52076.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52188.656250 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -52188.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52342.726562 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -52342.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52513.078125 Penalty: 3148.305176
	Iteration 5F: 3 clusters Score -52513.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52700.847656 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -52700.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52849.007812 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -52849.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53011.757812 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -53011.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53079.238281 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -53079.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53103.839844 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -53103.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53107.636719 Penalty: 3148.305176
	Iteration 11Q: 3 clusters Score -53107.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53107.636719 Penalty: 3148.305176
	Iteration 12F: 3 clusters Score -53107.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -217580.718750 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -217580.7 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 761 members 
Entering Unmasked Estep 
Score: -215355.750000 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -215355.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -216080.796875 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -216080.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -216468.828125 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -216468.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -216671.890625 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -216671.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -216786.359375 Penalty: 3649.031494
	Iteration 4Q: 3 clusters Score -216786.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -216863.484375 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -216863.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -216928.937500 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -216928.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -216972.718750 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -216972.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -216998.281250 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -216998.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217027.703125 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -217027.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -217054.203125 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -217054.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -217070.265625 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -217070.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -217083.281250 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -217083.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -217112.421875 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -217112.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -217146.687500 Penalty: 3649.031494
	Iteration 14Q: 3 clusters Score -217146.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -217180.937500 Penalty: 3649.031494
	Iteration 15Q: 3 clusters Score -217180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217187.140625 Penalty: 3649.031494
	Iteration 16Q: 3 clusters Score -217187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -217188.578125 Penalty: 3649.031494
	Iteration 17Q: 3 clusters Score -217188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217190.796875 Penalty: 3649.031494
	Iteration 18Q: 3 clusters Score -217190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -217192.531250 Penalty: 3649.031494
	Iteration 19Q: 3 clusters Score -217192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -217195.078125 Penalty: 3649.031494
	Iteration 20F: 3 clusters Score -217195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -217197.390625 Penalty: 3649.031494
	Iteration 21Q: 3 clusters Score -217197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -217197.734375 Penalty: 3649.031494
	Iteration 22Q: 3 clusters Score -217197.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -217197.734375 Penalty: 3649.031494
	Iteration 23F: 3 clusters Score -217197.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Entering Unmasked Estep 
Score: -999350.250000 Penalty: 2244.675293
	Iteration 0F: 2 clusters Score -999350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -992586.875000 Penalty: 4489.350586
	Iteration 0F: 3 clusters Score -992586.9 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -994505.937500 Penalty: 4489.350586
	Iteration 1F: 3 clusters Score -994505.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -994883.750000 Penalty: 4489.350586
	Iteration 2F: 3 clusters Score -994883.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -995261.812500 Penalty: 4489.350586
	Iteration 3F: 3 clusters Score -995261.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -995685.437500 Penalty: 4489.350586
	Iteration 4F: 3 clusters Score -995685.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -996121.937500 Penalty: 4489.350586
	Iteration 5F: 3 clusters Score -996121.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -996466.437500 Penalty: 4489.350586
	Iteration 6F: 3 clusters Score -996466.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -996728.437500 Penalty: 4489.350586
	Iteration 7Q: 3 clusters Score -996728.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -996874.812500 Penalty: 4489.350586
	Iteration 8Q: 3 clusters Score -996874.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -996992.625000 Penalty: 4489.350586
	Iteration 9Q: 3 clusters Score -996992.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -997062.375000 Penalty: 4489.350586
	Iteration 10Q: 3 clusters Score -997062.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -997109.187500 Penalty: 4489.350586
	Iteration 11Q: 3 clusters Score -997109.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -997128.437500 Penalty: 4489.350586
	Iteration 12Q: 3 clusters Score -997128.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -997142.687500 Penalty: 4489.350586
	Iteration 13Q: 3 clusters Score -997142.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -997156.125000 Penalty: 4489.350586
	Iteration 14Q: 3 clusters Score -997156.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -997163.875000 Penalty: 4489.350586
	Iteration 15Q: 3 clusters Score -997163.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -997173.812500 Penalty: 4489.350586
	Iteration 16Q: 3 clusters Score -997173.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -997182.312500 Penalty: 4489.350586
	Iteration 17Q: 3 clusters Score -997182.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -997190.375000 Penalty: 4489.350586
	Iteration 18Q: 3 clusters Score -997190.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -997193.250000 Penalty: 4489.350586
	Iteration 19Q: 3 clusters Score -997193.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -997200.812500 Penalty: 4489.350586
	Iteration 20F: 3 clusters Score -997200.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -997203.125000 Penalty: 4489.350586
	Iteration 21Q: 3 clusters Score -997203.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -997203.312500 Penalty: 4489.350586
	Iteration 22Q: 3 clusters Score -997203.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -997206.750000 Penalty: 4489.350586
	Iteration 23Q: 3 clusters Score -997206.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -997207.312500 Penalty: 4489.350586
	Iteration 24Q: 3 clusters Score -997207.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -997212.062500 Penalty: 4489.350586
	Iteration 25Q: 3 clusters Score -997212.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -997211.250000 Penalty: 4489.350586
	Iteration 26Q: 3 clusters Score -997211.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -997213.625000 Penalty: 4489.350586
	Iteration 27Q: 3 clusters Score -997213.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -997212.062500 Penalty: 4489.350586
	Iteration 28Q: 3 clusters Score -997212.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -997214.687500 Penalty: 4489.350586
	Iteration 29Q: 3 clusters Score -997214.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -997218.000000 Penalty: 4489.350586
	Iteration 30Q: 3 clusters Score -997218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -997220.750000 Penalty: 4489.350586
	Iteration 31Q: 3 clusters Score -997220.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -997222.187500 Penalty: 4489.350586
	Iteration 32Q: 3 clusters Score -997222.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -997223.125000 Penalty: 4489.350586
	Iteration 33Q: 3 clusters Score -997223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -997222.312500 Penalty: 4489.350586
	Iteration 34Q: 3 clusters Score -997222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -997225.125000 Penalty: 4489.350586
	Iteration 35Q: 3 clusters Score -997225.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -997226.312500 Penalty: 4489.350586
	Iteration 36Q: 3 clusters Score -997226.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -997229.500000 Penalty: 4489.350586
	Iteration 37Q: 3 clusters Score -997229.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -997229.562500 Penalty: 4489.350586
	Iteration 38Q: 3 clusters Score -997229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -997230.250000 Penalty: 4489.350586
	Iteration 39Q: 3 clusters Score -997230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -997231.750000 Penalty: 4489.350586
	Iteration 40F: 3 clusters Score -997231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -997233.562500 Penalty: 4489.350586
	Iteration 41Q: 3 clusters Score -997233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -997234.375000 Penalty: 4489.350586
	Iteration 42Q: 3 clusters Score -997234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -997234.750000 Penalty: 4489.350586
	Iteration 43Q: 3 clusters Score -997234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -997238.312500 Penalty: 4489.350586
	Iteration 44Q: 3 clusters Score -997238.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -997241.125000 Penalty: 4489.350586
	Iteration 45Q: 3 clusters Score -997241.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -997242.062500 Penalty: 4489.350586
	Iteration 46Q: 3 clusters Score -997242.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -997244.687500 Penalty: 4489.350586
	Iteration 47Q: 3 clusters Score -997244.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -997246.500000 Penalty: 4489.350586
	Iteration 48Q: 3 clusters Score -997246.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -997247.000000 Penalty: 4489.350586
	Iteration 49Q: 3 clusters Score -997247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -997248.812500 Penalty: 4489.350586
	Iteration 50Q: 3 clusters Score -997248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -997251.187500 Penalty: 4489.350586
	Iteration 51Q: 3 clusters Score -997251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -997255.812500 Penalty: 4489.350586
	Iteration 52Q: 3 clusters Score -997255.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -997254.250000 Penalty: 4489.350586
	Iteration 53Q: 3 clusters Score -997254.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -997260.937500 Penalty: 4489.350586
	Iteration 54Q: 3 clusters Score -997260.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -997264.750000 Penalty: 4489.350586
	Iteration 55Q: 3 clusters Score -997264.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -997267.000000 Penalty: 4489.350586
	Iteration 56Q: 3 clusters Score -997267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -997266.625000 Penalty: 4489.350586
	Iteration 57Q: 3 clusters Score -997266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -997270.937500 Penalty: 4489.350586
	Iteration 58Q: 3 clusters Score -997270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -997274.750000 Penalty: 4489.350586
	Iteration 59Q: 3 clusters Score -997274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -997276.750000 Penalty: 4489.350586
	Iteration 60F: 3 clusters Score -997276.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -997282.000000 Penalty: 4489.350586
	Iteration 61Q: 3 clusters Score -997282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -997281.937500 Penalty: 4489.350586
	Iteration 62Q: 3 clusters Score -997281.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -997286.875000 Penalty: 4489.350586
	Iteration 63Q: 3 clusters Score -997286.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -997288.625000 Penalty: 4489.350586
	Iteration 64Q: 3 clusters Score -997288.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -997292.250000 Penalty: 4489.350586
	Iteration 65Q: 3 clusters Score -997292.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -997294.875000 Penalty: 4489.350586
	Iteration 66Q: 3 clusters Score -997294.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -997299.312500 Penalty: 4489.350586
	Iteration 67Q: 3 clusters Score -997299.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -997306.812500 Penalty: 4489.350586
	Iteration 68Q: 3 clusters Score -997306.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -997317.000000 Penalty: 4489.350586
	Iteration 69Q: 3 clusters Score -997317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -997320.062500 Penalty: 4489.350586
	Iteration 70Q: 3 clusters Score -997320.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -997324.875000 Penalty: 4489.350586
	Iteration 71Q: 3 clusters Score -997324.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -997327.000000 Penalty: 4489.350586
	Iteration 72Q: 3 clusters Score -997327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -997334.125000 Penalty: 4489.350586
	Iteration 73Q: 3 clusters Score -997334.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -997337.687500 Penalty: 4489.350586
	Iteration 74Q: 3 clusters Score -997337.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -997339.812500 Penalty: 4489.350586
	Iteration 75Q: 3 clusters Score -997339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -997345.812500 Penalty: 4489.350586
	Iteration 76Q: 3 clusters Score -997345.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -997350.875000 Penalty: 4489.350586
	Iteration 77Q: 3 clusters Score -997350.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -997357.312500 Penalty: 4489.350586
	Iteration 78Q: 3 clusters Score -997357.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -997368.062500 Penalty: 4489.350586
	Iteration 79Q: 3 clusters Score -997368.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -997371.250000 Penalty: 4489.350586
	Iteration 80F: 3 clusters Score -997371.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -997380.125000 Penalty: 4489.350586
	Iteration 81Q: 3 clusters Score -997380.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -997384.875000 Penalty: 4489.350586
	Iteration 82Q: 3 clusters Score -997384.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -997391.187500 Penalty: 4489.350586
	Iteration 83Q: 3 clusters Score -997391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -997396.187500 Penalty: 4489.350586
	Iteration 84Q: 3 clusters Score -997396.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -997403.562500 Penalty: 4489.350586
	Iteration 85Q: 3 clusters Score -997403.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -997412.625000 Penalty: 4489.350586
	Iteration 86Q: 3 clusters Score -997412.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -997417.187500 Penalty: 4489.350586
	Iteration 87Q: 3 clusters Score -997417.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -997421.625000 Penalty: 4489.350586
	Iteration 88Q: 3 clusters Score -997421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -997425.750000 Penalty: 4489.350586
	Iteration 89Q: 3 clusters Score -997425.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -997426.437500 Penalty: 4489.350586
	Iteration 90Q: 3 clusters Score -997426.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -997428.500000 Penalty: 4489.350586
	Iteration 91Q: 3 clusters Score -997428.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -997430.812500 Penalty: 4489.350586
	Iteration 92Q: 3 clusters Score -997430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -997430.562500 Penalty: 4489.350586
	Iteration 93Q: 3 clusters Score -997430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -997430.625000 Penalty: 4489.350586
	Iteration 94Q: 3 clusters Score -997430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -997433.187500 Penalty: 4489.350586
	Iteration 95Q: 3 clusters Score -997433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -997433.000000 Penalty: 4489.350586
	Iteration 96Q: 3 clusters Score -997433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -997433.562500 Penalty: 4489.350586
	Iteration 97Q: 3 clusters Score -997433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -997431.312500 Penalty: 4489.350586
	Iteration 98Q: 3 clusters Score -997431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -997434.187500 Penalty: 4489.350586
	Iteration 99Q: 3 clusters Score -997434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -997432.625000 Penalty: 4489.350586
	Iteration 100F: 3 clusters Score -997432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -997433.125000 Penalty: 4489.350586
	Iteration 101Q: 3 clusters Score -997433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -997434.500000 Penalty: 4489.350586
	Iteration 102Q: 3 clusters Score -997434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -997432.625000 Penalty: 4489.350586
	Iteration 103Q: 3 clusters Score -997432.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -997432.625000 Penalty: 4489.350586
	Iteration 104F: 3 clusters Score -997432.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -237470.531250 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -237470.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -234834.765625 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -234834.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -235282.484375 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -235282.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -235411.140625 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -235411.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -235470.453125 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -235470.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -235500.687500 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -235500.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -235530.125000 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -235530.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -235551.937500 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -235551.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -235569.203125 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -235569.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -235586.421875 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -235586.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -235596.531250 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -235596.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -235610.578125 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -235610.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -235626.984375 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -235627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -235640.546875 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -235640.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -235653.375000 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -235653.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -235665.453125 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -235665.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -235668.625000 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -235668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -235671.296875 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -235671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -235672.062500 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -235672.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -235674.859375 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -235674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -235677.921875 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -235677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -235680.046875 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -235680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -235682.671875 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -235682.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -235683.937500 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -235683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -235685.671875 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -235685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -235686.093750 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -235686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -235686.093750 Penalty: 3784.227051
	Iteration 25F: 3 clusters Score -235686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Entering Unmasked Estep 
Score: -1322892.875000 Penalty: 2309.687988
	Iteration 0F: 2 clusters Score -1322893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1314435.875000 Penalty: 4619.375977
	Iteration 0F: 3 clusters Score -1314436 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1316890.125000 Penalty: 4619.375977
	Iteration 1F: 3 clusters Score -1316890 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1317201.000000 Penalty: 4619.375977
	Iteration 2F: 3 clusters Score -1317201 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1317459.000000 Penalty: 4619.375977
	Iteration 3F: 3 clusters Score -1317459 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1317659.125000 Penalty: 4619.375977
	Iteration 4Q: 3 clusters Score -1317659 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1317844.750000 Penalty: 4619.375977
	Iteration 5Q: 3 clusters Score -1317845 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1318010.625000 Penalty: 4619.375977
	Iteration 6Q: 3 clusters Score -1318011 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1318160.500000 Penalty: 4619.375977
	Iteration 7Q: 3 clusters Score -1318160 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1318281.000000 Penalty: 4619.375977
	Iteration 8Q: 3 clusters Score -1318281 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5006 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5007 members 
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Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5006 members 
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Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4988 members 
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Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5080 members 
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Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5976 members 
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Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5880 members 
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Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5812 members 
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Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5481 members 
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Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5490 members 
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	Iteration 40F: 3 clusters Score -1319737 nChanged 189
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Mstep: Class 1 contains 5703 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1319856 nChanged 134
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Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5167 members 
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Mstep: Class 1 contains 6017 members 
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Mstep: Class 1 contains 6123 members 
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Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4877 members 
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Mstep: Class 1 contains 6292 members 
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Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4685 members 
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Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4571 members 
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Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4439 members 
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	Iteration 50Q: 3 clusters Score -1320189 nChanged 148
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Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1320243 nChanged 138
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Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1320292 nChanged 137
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Mstep: Class 1 contains 7036 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1320341 nChanged 129
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Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3925 members 
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	Iteration 54Q: 3 clusters Score -1320383 nChanged 98
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Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3827 members 
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	Iteration 55Q: 3 clusters Score -1320416 nChanged 81
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Mstep: Class 1 contains 7336 members 
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	Iteration 56Q: 3 clusters Score -1320434 nChanged 86
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Mstep: Class 1 contains 7418 members 
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	Iteration 57Q: 3 clusters Score -1320460 nChanged 73
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Mstep: Class 1 contains 7489 members 
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	Iteration 58Q: 3 clusters Score -1320480 nChanged 69
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Mstep: Class 1 contains 7554 members 
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Mstep: Class 1 contains 7610 members 
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	Iteration 60F: 3 clusters Score -1320515 nChanged 54
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Mstep: Class 1 contains 7664 members 
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	Iteration 61Q: 3 clusters Score -1320527 nChanged 57
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Mstep: Class 1 contains 7721 members 
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	Iteration 62Q: 3 clusters Score -1320549 nChanged 59
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Mstep: Class 1 contains 7778 members 
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	Iteration 63Q: 3 clusters Score -1320567 nChanged 64
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Mstep: Class 1 contains 7840 members 
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	Iteration 64Q: 3 clusters Score -1320579 nChanged 54
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Mstep: Class 1 contains 7894 members 
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	Iteration 65Q: 3 clusters Score -1320591 nChanged 50
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Mstep: Class 1 contains 7942 members 
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	Iteration 66Q: 3 clusters Score -1320606 nChanged 52
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Mstep: Class 1 contains 7992 members 
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	Iteration 67Q: 3 clusters Score -1320619 nChanged 54
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Mstep: Class 1 contains 8046 members 
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	Iteration 68Q: 3 clusters Score -1320634 nChanged 44
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Mstep: Class 1 contains 8090 members 
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	Iteration 69Q: 3 clusters Score -1320643 nChanged 60
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Mstep: Class 1 contains 8150 members 
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	Iteration 70Q: 3 clusters Score -1320657 nChanged 53
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Mstep: Class 1 contains 8201 members 
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	Iteration 71Q: 3 clusters Score -1320671 nChanged 44
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Mstep: Class 1 contains 8245 members 
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	Iteration 72Q: 3 clusters Score -1320682 nChanged 43
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Mstep: Class 1 contains 8288 members 
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	Iteration 73Q: 3 clusters Score -1320696 nChanged 55
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Mstep: Class 1 contains 8341 members 
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	Iteration 74Q: 3 clusters Score -1320717 nChanged 60
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Mstep: Class 1 contains 8399 members 
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	Iteration 75Q: 3 clusters Score -1320732 nChanged 49
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Mstep: Class 1 contains 8444 members 
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	Iteration 76Q: 3 clusters Score -1320743 nChanged 47
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Mstep: Class 1 contains 8491 members 
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	Iteration 77Q: 3 clusters Score -1320767 nChanged 50
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Mstep: Class 1 contains 8541 members 
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	Iteration 78Q: 3 clusters Score -1320779 nChanged 44
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Mstep: Class 1 contains 8583 members 
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	Iteration 79Q: 3 clusters Score -1320791 nChanged 55
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Mstep: Class 1 contains 8634 members 
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	Iteration 80F: 3 clusters Score -1320813 nChanged 62
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Mstep: Class 1 contains 8694 members 
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	Iteration 81Q: 3 clusters Score -1320836 nChanged 47
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Mstep: Class 1 contains 8741 members 
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Mstep: Class 1 contains 8796 members 
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	Iteration 83Q: 3 clusters Score -1320873 nChanged 65
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Mstep: Class 1 contains 8859 members 
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	Iteration 86Q: 3 clusters Score -1320920 nChanged 29
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	Iteration 87Q: 3 clusters Score -1320925 nChanged 26
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	Iteration 88Q: 3 clusters Score -1320933 nChanged 23
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	Iteration 89Q: 3 clusters Score -1320940 nChanged 23
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Mstep: Class 1 contains 9038 members 
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Mstep: Class 1 contains 9064 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9085 members 
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	Iteration 92Q: 3 clusters Score -1320959 nChanged 25
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Mstep: Class 1 contains 9110 members 
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	Iteration 93Q: 3 clusters Score -1320966 nChanged 24
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Mstep: Class 2 contains 1952 members 
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	Iteration 94Q: 3 clusters Score -1320972 nChanged 23
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Mstep: Class 1 contains 9155 members 
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	Iteration 95Q: 3 clusters Score -1320978 nChanged 27
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1320984 nChanged 19
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	Iteration 97Q: 3 clusters Score -1320989 nChanged 14
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Mstep: Class 1 contains 9215 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1320989 nChanged 19
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1320997 nChanged 10
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1320998 nChanged 13
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Mstep: Class 1 contains 9257 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1321004 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1321011.500000 Penalty: 4619.375977
	Iteration 102Q: 3 clusters Score -1321012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1321013.625000 Penalty: 4619.375977
	Iteration 103Q: 3 clusters Score -1321014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1321016.250000 Penalty: 4619.375977
	Iteration 104Q: 3 clusters Score -1321016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1321020.250000 Penalty: 4619.375977
	Iteration 105Q: 3 clusters Score -1321020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1321021.375000 Penalty: 4619.375977
	Iteration 106Q: 3 clusters Score -1321021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1321024.625000 Penalty: 4619.375977
	Iteration 107Q: 3 clusters Score -1321025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1321025.375000 Penalty: 4619.375977
	Iteration 108Q: 3 clusters Score -1321025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1321031.000000 Penalty: 4619.375977
	Iteration 109Q: 3 clusters Score -1321031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1321035.875000 Penalty: 4619.375977
	Iteration 110Q: 3 clusters Score -1321036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1321043.375000 Penalty: 4619.375977
	Iteration 111Q: 3 clusters Score -1321043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1321044.250000 Penalty: 4619.375977
	Iteration 112Q: 3 clusters Score -1321044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1321049.625000 Penalty: 4619.375977
	Iteration 113Q: 3 clusters Score -1321050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1321053.250000 Penalty: 4619.375977
	Iteration 114Q: 3 clusters Score -1321053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1321054.750000 Penalty: 4619.375977
	Iteration 115Q: 3 clusters Score -1321055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1321066.125000 Penalty: 4619.375977
	Iteration 116Q: 3 clusters Score -1321066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1321066.375000 Penalty: 4619.375977
	Iteration 117Q: 3 clusters Score -1321066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1321069.625000 Penalty: 4619.375977
	Iteration 118Q: 3 clusters Score -1321070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1321071.000000 Penalty: 4619.375977
	Iteration 119Q: 3 clusters Score -1321071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1321074.375000 Penalty: 4619.375977
	Iteration 120F: 3 clusters Score -1321074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1321077.125000 Penalty: 4619.375977
	Iteration 121Q: 3 clusters Score -1321077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1321075.625000 Penalty: 4619.375977
	Iteration 122Q: 3 clusters Score -1321076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1321075.625000 Penalty: 4619.375977
	Iteration 123Q: 3 clusters Score -1321076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1321078.750000 Penalty: 4619.375977
	Iteration 124Q: 3 clusters Score -1321079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1321079.375000 Penalty: 4619.375977
	Iteration 125Q: 3 clusters Score -1321079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1321078.500000 Penalty: 4619.375977
	Iteration 126Q: 3 clusters Score -1321078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1321078.500000 Penalty: 4619.375977
	Iteration 127F: 3 clusters Score -1321078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -611561.187500 Penalty: 2159.537598
	Iteration 0F: 2 clusters Score -611561.2 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 3014 members 
Entering Unmasked Estep 
Score: -606430.437500 Penalty: 4319.075195
	Iteration 0F: 3 clusters Score -606430.4 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -608005.375000 Penalty: 4319.075195
	Iteration 1F: 3 clusters Score -608005.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -608363.000000 Penalty: 4319.075195
	Iteration 2F: 3 clusters Score -608363 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -608639.125000 Penalty: 4319.075195
	Iteration 3F: 3 clusters Score -608639.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -608873.000000 Penalty: 4319.075195
	Iteration 4F: 3 clusters Score -608873 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -609063.375000 Penalty: 4319.075195
	Iteration 5Q: 3 clusters Score -609063.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -609227.375000 Penalty: 4319.075195
	Iteration 6Q: 3 clusters Score -609227.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -609373.687500 Penalty: 4319.075195
	Iteration 7Q: 3 clusters Score -609373.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -609513.937500 Penalty: 4319.075195
	Iteration 8Q: 3 clusters Score -609513.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -609630.812500 Penalty: 4319.075195
	Iteration 9Q: 3 clusters Score -609630.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -609719.687500 Penalty: 4319.075195
	Iteration 10Q: 3 clusters Score -609719.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -609778.250000 Penalty: 4319.075195
	Iteration 11Q: 3 clusters Score -609778.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -609828.250000 Penalty: 4319.075195
	Iteration 12Q: 3 clusters Score -609828.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -609859.375000 Penalty: 4319.075195
	Iteration 13Q: 3 clusters Score -609859.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -609886.937500 Penalty: 4319.075195
	Iteration 14Q: 3 clusters Score -609886.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -609910.375000 Penalty: 4319.075195
	Iteration 15Q: 3 clusters Score -609910.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -609929.437500 Penalty: 4319.075195
	Iteration 16Q: 3 clusters Score -609929.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -609954.375000 Penalty: 4319.075195
	Iteration 17Q: 3 clusters Score -609954.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -609974.562500 Penalty: 4319.075195
	Iteration 18Q: 3 clusters Score -609974.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -609998.812500 Penalty: 4319.075195
	Iteration 19Q: 3 clusters Score -609998.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -610034.812500 Penalty: 4319.075195
	Iteration 20F: 3 clusters Score -610034.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -610087.750000 Penalty: 4319.075195
	Iteration 21Q: 3 clusters Score -610087.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -610140.437500 Penalty: 4319.075195
	Iteration 22Q: 3 clusters Score -610140.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -610190.437500 Penalty: 4319.075195
	Iteration 23Q: 3 clusters Score -610190.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -610224.812500 Penalty: 4319.075195
	Iteration 24Q: 3 clusters Score -610224.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -610259.562500 Penalty: 4319.075195
	Iteration 25Q: 3 clusters Score -610259.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -610299.375000 Penalty: 4319.075195
	Iteration 26Q: 3 clusters Score -610299.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -610328.562500 Penalty: 4319.075195
	Iteration 27Q: 3 clusters Score -610328.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -610356.812500 Penalty: 4319.075195
	Iteration 28Q: 3 clusters Score -610356.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -610386.875000 Penalty: 4319.075195
	Iteration 29Q: 3 clusters Score -610386.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -610417.625000 Penalty: 4319.075195
	Iteration 30Q: 3 clusters Score -610417.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -610434.187500 Penalty: 4319.075195
	Iteration 31Q: 3 clusters Score -610434.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -610444.312500 Penalty: 4319.075195
	Iteration 32Q: 3 clusters Score -610444.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -610455.250000 Penalty: 4319.075195
	Iteration 33Q: 3 clusters Score -610455.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -610466.000000 Penalty: 4319.075195
	Iteration 34Q: 3 clusters Score -610466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -610479.437500 Penalty: 4319.075195
	Iteration 35Q: 3 clusters Score -610479.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -610492.750000 Penalty: 4319.075195
	Iteration 36Q: 3 clusters Score -610492.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -610506.062500 Penalty: 4319.075195
	Iteration 37Q: 3 clusters Score -610506.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -610522.375000 Penalty: 4319.075195
	Iteration 38Q: 3 clusters Score -610522.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -610534.187500 Penalty: 4319.075195
	Iteration 39Q: 3 clusters Score -610534.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -610543.187500 Penalty: 4319.075195
	Iteration 40F: 3 clusters Score -610543.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -610547.437500 Penalty: 4319.075195
	Iteration 41Q: 3 clusters Score -610547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -610549.500000 Penalty: 4319.075195
	Iteration 42Q: 3 clusters Score -610549.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -610553.187500 Penalty: 4319.075195
	Iteration 43Q: 3 clusters Score -610553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -610553.937500 Penalty: 4319.075195
	Iteration 44Q: 3 clusters Score -610553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -610559.375000 Penalty: 4319.075195
	Iteration 45Q: 3 clusters Score -610559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -610561.187500 Penalty: 4319.075195
	Iteration 46Q: 3 clusters Score -610561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -610564.062500 Penalty: 4319.075195
	Iteration 47Q: 3 clusters Score -610564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -610566.500000 Penalty: 4319.075195
	Iteration 48Q: 3 clusters Score -610566.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -610568.500000 Penalty: 4319.075195
	Iteration 49Q: 3 clusters Score -610568.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -610570.875000 Penalty: 4319.075195
	Iteration 50Q: 3 clusters Score -610570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -610570.812500 Penalty: 4319.075195
	Iteration 51Q: 3 clusters Score -610570.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -610572.187500 Penalty: 4319.075195
	Iteration 52Q: 3 clusters Score -610572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -610572.187500 Penalty: 4319.075195
	Iteration 53Q: 3 clusters Score -610572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -610572.187500 Penalty: 4319.075195
	Iteration 54F: 3 clusters Score -610572.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -44073.968750 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -44073.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42810.089844 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -42810.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43021.851562 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -43021.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43068.847656 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -43068.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43090.718750 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -43090.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43116.093750 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -43116.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43127.925781 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -43127.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43141.542969 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -43141.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43150.343750 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -43150.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43150.343750 Penalty: 2868.777344
	Iteration 8F: 3 clusters Score -43150.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Entering Unmasked Estep 
Score: -566416.000000 Penalty: 2110.372070
	Iteration 0F: 2 clusters Score -566416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -561922.062500 Penalty: 4220.744141
	Iteration 0F: 3 clusters Score -561922.1 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -562999.500000 Penalty: 4220.744141
	Iteration 1F: 3 clusters Score -562999.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -563300.500000 Penalty: 4220.744141
	Iteration 2F: 3 clusters Score -563300.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -563568.937500 Penalty: 4220.744141
	Iteration 3F: 3 clusters Score -563568.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -563883.375000 Penalty: 4220.744141
	Iteration 4F: 3 clusters Score -563883.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -564163.187500 Penalty: 4220.744141
	Iteration 5F: 3 clusters Score -564163.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -564370.375000 Penalty: 4220.744141
	Iteration 6F: 3 clusters Score -564370.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -564512.687500 Penalty: 4220.744141
	Iteration 7Q: 3 clusters Score -564512.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -564604.437500 Penalty: 4220.744141
	Iteration 8Q: 3 clusters Score -564604.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -564644.562500 Penalty: 4220.744141
	Iteration 9Q: 3 clusters Score -564644.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -564672.062500 Penalty: 4220.744141
	Iteration 10Q: 3 clusters Score -564672.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -564687.937500 Penalty: 4220.744141
	Iteration 11Q: 3 clusters Score -564687.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -564695.312500 Penalty: 4220.744141
	Iteration 12Q: 3 clusters Score -564695.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -564703.062500 Penalty: 4220.744141
	Iteration 13Q: 3 clusters Score -564703.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -564712.937500 Penalty: 4220.744141
	Iteration 14Q: 3 clusters Score -564712.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -564719.562500 Penalty: 4220.744141
	Iteration 15Q: 3 clusters Score -564719.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -564723.125000 Penalty: 4220.744141
	Iteration 16Q: 3 clusters Score -564723.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -564726.250000 Penalty: 4220.744141
	Iteration 17Q: 3 clusters Score -564726.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -564731.375000 Penalty: 4220.744141
	Iteration 18Q: 3 clusters Score -564731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -564735.437500 Penalty: 4220.744141
	Iteration 19Q: 3 clusters Score -564735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -564738.125000 Penalty: 4220.744141
	Iteration 20F: 3 clusters Score -564738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -564738.000000 Penalty: 4220.744141
	Iteration 21Q: 3 clusters Score -564738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -564739.562500 Penalty: 4220.744141
	Iteration 22Q: 3 clusters Score -564739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -564739.062500 Penalty: 4220.744141
	Iteration 23Q: 3 clusters Score -564739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -564739.062500 Penalty: 4220.744141
	Iteration 24F: 3 clusters Score -564739.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (34621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Entering Unmasked Estep 
Score: -3961880.750000 Penalty: 2592.149658
	Iteration 0F: 2 clusters Score -3961881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -3938225.750000 Penalty: 5184.299316
	Iteration 0F: 3 clusters Score -3938226 nChanged 15753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3947188.250000 Penalty: 5184.299316
	Iteration 1F: 3 clusters Score -3947188 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3948364.750000 Penalty: 5184.299316
	Iteration 2F: 3 clusters Score -3948365 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3950092.250000 Penalty: 5184.299316
	Iteration 3F: 3 clusters Score -3950092 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3952276.750000 Penalty: 5184.299316
	Iteration 4F: 3 clusters Score -3952277 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3954424.000000 Penalty: 5184.299316
	Iteration 5F: 3 clusters Score -3954424 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3956105.500000 Penalty: 5184.299316
	Iteration 6F: 3 clusters Score -3956106 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3957298.750000 Penalty: 5184.299316
	Iteration 7Q: 3 clusters Score -3957299 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3958110.500000 Penalty: 5184.299316
	Iteration 8Q: 3 clusters Score -3958110 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -3958659.500000 Penalty: 5184.299316
	Iteration 9Q: 3 clusters Score -3958660 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3959007.750000 Penalty: 5184.299316
	Iteration 10Q: 3 clusters Score -3959008 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3959234.250000 Penalty: 5184.299316
	Iteration 11Q: 3 clusters Score -3959234 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3959411.750000 Penalty: 5184.299316
	Iteration 12Q: 3 clusters Score -3959412 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -3959508.500000 Penalty: 5184.299316
	Iteration 13Q: 3 clusters Score -3959508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -3959587.750000 Penalty: 5184.299316
	Iteration 14Q: 3 clusters Score -3959588 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3959638.750000 Penalty: 5184.299316
	Iteration 15Q: 3 clusters Score -3959639 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3959699.500000 Penalty: 5184.299316
	Iteration 16Q: 3 clusters Score -3959700 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -3959736.000000 Penalty: 5184.299316
	Iteration 17Q: 3 clusters Score -3959736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3959751.000000 Penalty: 5184.299316
	Iteration 18Q: 3 clusters Score -3959751 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -3959767.250000 Penalty: 5184.299316
	Iteration 19Q: 3 clusters Score -3959767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -3959781.250000 Penalty: 5184.299316
	Iteration 20F: 3 clusters Score -3959781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -3959788.750000 Penalty: 5184.299316
	Iteration 21Q: 3 clusters Score -3959789 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -3959813.750000 Penalty: 5184.299316
	Iteration 22Q: 3 clusters Score -3959814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3959829.000000 Penalty: 5184.299316
	Iteration 23Q: 3 clusters Score -3959829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -3959849.750000 Penalty: 5184.299316
	Iteration 24Q: 3 clusters Score -3959850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -3959859.000000 Penalty: 5184.299316
	Iteration 25Q: 3 clusters Score -3959859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -3959868.000000 Penalty: 5184.299316
	Iteration 26Q: 3 clusters Score -3959868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -3959870.000000 Penalty: 5184.299316
	Iteration 27Q: 3 clusters Score -3959870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3959882.500000 Penalty: 5184.299316
	Iteration 28Q: 3 clusters Score -3959882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -3959893.500000 Penalty: 5184.299316
	Iteration 29Q: 3 clusters Score -3959894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3959907.250000 Penalty: 5184.299316
	Iteration 30Q: 3 clusters Score -3959907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -3959920.000000 Penalty: 5184.299316
	Iteration 31Q: 3 clusters Score -3959920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -3959921.500000 Penalty: 5184.299316
	Iteration 32Q: 3 clusters Score -3959922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -3959928.500000 Penalty: 5184.299316
	Iteration 33Q: 3 clusters Score -3959928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3959933.000000 Penalty: 5184.299316
	Iteration 34Q: 3 clusters Score -3959933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -3959934.750000 Penalty: 5184.299316
	Iteration 35Q: 3 clusters Score -3959935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -3959941.750000 Penalty: 5184.299316
	Iteration 36Q: 3 clusters Score -3959942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3959948.500000 Penalty: 5184.299316
	Iteration 37Q: 3 clusters Score -3959948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -3959950.000000 Penalty: 5184.299316
	Iteration 38Q: 3 clusters Score -3959950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3959948.750000 Penalty: 5184.299316
	Iteration 39Q: 3 clusters Score -3959949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -3959951.750000 Penalty: 5184.299316
	Iteration 40F: 3 clusters Score -3959952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -3959951.000000 Penalty: 5184.299316
	Iteration 41Q: 3 clusters Score -3959951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -3959960.000000 Penalty: 5184.299316
	Iteration 42Q: 3 clusters Score -3959960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -3959956.250000 Penalty: 5184.299316
	Iteration 43Q: 3 clusters Score -3959956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -3959960.000000 Penalty: 5184.299316
	Iteration 44Q: 3 clusters Score -3959960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -3959962.000000 Penalty: 5184.299316
	Iteration 45Q: 3 clusters Score -3959962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -3959958.000000 Penalty: 5184.299316
	Iteration 46Q: 3 clusters Score -3959958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -3959964.500000 Penalty: 5184.299316
	Iteration 47Q: 3 clusters Score -3959964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3959965.750000 Penalty: 5184.299316
	Iteration 48Q: 3 clusters Score -3959966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -3959966.500000 Penalty: 5184.299316
	Iteration 49Q: 3 clusters Score -3959966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -3959966.750000 Penalty: 5184.299316
	Iteration 50Q: 3 clusters Score -3959967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3959967.750000 Penalty: 5184.299316
	Iteration 51Q: 3 clusters Score -3959968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -3959962.250000 Penalty: 5184.299316
	Iteration 52Q: 3 clusters Score -3959962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -3959967.000000 Penalty: 5184.299316
	Iteration 53Q: 3 clusters Score -3959967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -3959967.000000 Penalty: 5184.299316
	Iteration 54Q: 3 clusters Score -3959967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -3959968.500000 Penalty: 5184.299316
	Iteration 55Q: 3 clusters Score -3959968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -3959971.500000 Penalty: 5184.299316
	Iteration 56Q: 3 clusters Score -3959972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -3959976.000000 Penalty: 5184.299316
	Iteration 57Q: 3 clusters Score -3959976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -3959976.250000 Penalty: 5184.299316
	Iteration 58Q: 3 clusters Score -3959976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -3959981.750000 Penalty: 5184.299316
	Iteration 59Q: 3 clusters Score -3959982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -3959985.500000 Penalty: 5184.299316
	Iteration 60F: 3 clusters Score -3959986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -3959990.500000 Penalty: 5184.299316
	Iteration 61Q: 3 clusters Score -3959990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -3959994.500000 Penalty: 5184.299316
	Iteration 62Q: 3 clusters Score -3959994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -3959996.750000 Penalty: 5184.299316
	Iteration 63Q: 3 clusters Score -3959997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -3960002.250000 Penalty: 5184.299316
	Iteration 64Q: 3 clusters Score -3960002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -3960003.250000 Penalty: 5184.299316
	Iteration 65Q: 3 clusters Score -3960003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -3959999.250000 Penalty: 5184.299316
	Iteration 66Q: 3 clusters Score -3959999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -3960002.000000 Penalty: 5184.299316
	Iteration 67Q: 3 clusters Score -3960002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3960000.000000 Penalty: 5184.299316
	Iteration 68Q: 3 clusters Score -3960000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3960004.500000 Penalty: 5184.299316
	Iteration 69Q: 3 clusters Score -3960004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3960004.500000 Penalty: 5184.299316
	Iteration 70F: 3 clusters Score -3960004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30793.501953 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -30793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29595.080078 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -29595.08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29983.576172 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -29983.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30147.416016 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -30147.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30251.500000 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -30251.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30284.310547 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -30284.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30301.666016 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -30301.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30303.109375 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -30303.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30304.388672 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -30304.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30304.388672 Penalty: 3040.009033
	Iteration 8F: 3 clusters Score -30304.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -101228.523438 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -101228.5 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 369 members 
Entering Unmasked Estep 
Score: -99529.687500 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -99529.69 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99827.765625 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -99827.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99973.125000 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -99973.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100058.320312 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -100058.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100105.890625 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -100105.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100186.492188 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -100186.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100246.101562 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -100246.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100303.820312 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -100303.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100373.679688 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -100373.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100431.226562 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -100431.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100474.976562 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -100475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100494.148438 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -100494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100506.492188 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -100506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100519.812500 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -100519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100524.289062 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -100524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100525.734375 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -100525.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100525.734375 Penalty: 3254.972412
	Iteration 16F: 3 clusters Score -100525.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (25313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Entering Unmasked Estep 
Score: -2931100.000000 Penalty: 2514.490234
	Iteration 0F: 2 clusters Score -2931100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2913646.000000 Penalty: 5028.980469
	Iteration 0F: 3 clusters Score -2913646 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2920005.500000 Penalty: 5028.980469
	Iteration 1F: 3 clusters Score -2920006 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2920754.250000 Penalty: 5028.980469
	Iteration 2F: 3 clusters Score -2920754 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2921533.000000 Penalty: 5028.980469
	Iteration 3F: 3 clusters Score -2921533 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2922444.500000 Penalty: 5028.980469
	Iteration 4F: 3 clusters Score -2922444 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2923510.500000 Penalty: 5028.980469
	Iteration 5F: 3 clusters Score -2923510 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2924791.750000 Penalty: 5028.980469
	Iteration 6F: 3 clusters Score -2924792 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2926139.500000 Penalty: 5028.980469
	Iteration 7F: 3 clusters Score -2926140 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2927506.500000 Penalty: 5028.980469
	Iteration 8F: 3 clusters Score -2927506 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2928500.250000 Penalty: 5028.980469
	Iteration 9Q: 3 clusters Score -2928500 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2929019.250000 Penalty: 5028.980469
	Iteration 10Q: 3 clusters Score -2929019 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2929264.000000 Penalty: 5028.980469
	Iteration 11Q: 3 clusters Score -2929264 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2929396.500000 Penalty: 5028.980469
	Iteration 12Q: 3 clusters Score -2929396 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2929475.750000 Penalty: 5028.980469
	Iteration 13Q: 3 clusters Score -2929476 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2929527.500000 Penalty: 5028.980469
	Iteration 14Q: 3 clusters Score -2929528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2929559.250000 Penalty: 5028.980469
	Iteration 15Q: 3 clusters Score -2929559 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2929594.750000 Penalty: 5028.980469
	Iteration 16Q: 3 clusters Score -2929595 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2929611.250000 Penalty: 5028.980469
	Iteration 17Q: 3 clusters Score -2929611 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2929646.500000 Penalty: 5028.980469
	Iteration 18Q: 3 clusters Score -2929646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2929680.250000 Penalty: 5028.980469
	Iteration 19Q: 3 clusters Score -2929680 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2929708.500000 Penalty: 5028.980469
	Iteration 20F: 3 clusters Score -2929708 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2929755.500000 Penalty: 5028.980469
	Iteration 21Q: 3 clusters Score -2929756 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2929814.500000 Penalty: 5028.980469
	Iteration 22Q: 3 clusters Score -2929814 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2929865.250000 Penalty: 5028.980469
	Iteration 23Q: 3 clusters Score -2929865 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2929971.000000 Penalty: 5028.980469
	Iteration 24Q: 3 clusters Score -2929971 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2930145.750000 Penalty: 5028.980469
	Iteration 25Q: 3 clusters Score -2930146 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2930501.250000 Penalty: 5028.980469
	Iteration 26Q: 3 clusters Score -2930501 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2931003.250000 Penalty: 5028.980469
	Iteration 27Q: 3 clusters Score -2931003 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2931292.000000 Penalty: 5028.980469
	Iteration 28Q: 3 clusters Score -2931292 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2931393.750000 Penalty: 5028.980469
	Iteration 29Q: 3 clusters Score -2931394 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2931437.250000 Penalty: 5028.980469
	Iteration 30Q: 3 clusters Score -2931437 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2931453.000000 Penalty: 5028.980469
	Iteration 31Q: 3 clusters Score -2931453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2931456.750000 Penalty: 5028.980469
	Iteration 32Q: 3 clusters Score -2931457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2931457.250000 Penalty: 5028.980469
	Iteration 33Q: 3 clusters Score -2931457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2931464.750000 Penalty: 5028.980469
	Iteration 34Q: 3 clusters Score -2931465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2931464.250000 Penalty: 5028.980469
	Iteration 35Q: 3 clusters Score -2931464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2931466.250000 Penalty: 5028.980469
	Iteration 36Q: 3 clusters Score -2931466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2931463.250000 Penalty: 5028.980469
	Iteration 37Q: 3 clusters Score -2931463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2931459.500000 Penalty: 5028.980469
	Iteration 38Q: 3 clusters Score -2931460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2931462.500000 Penalty: 5028.980469
	Iteration 39Q: 3 clusters Score -2931462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2931461.750000 Penalty: 5028.980469
	Iteration 40F: 3 clusters Score -2931462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2931462.250000 Penalty: 5028.980469
	Iteration 41Q: 3 clusters Score -2931462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2931461.250000 Penalty: 5028.980469
	Iteration 42Q: 3 clusters Score -2931461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2931461.250000 Penalty: 5028.980469
	Iteration 43F: 3 clusters Score -2931461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 18000 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32547 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 10108 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188070 members 
Mstep: Class 13 contains 186869 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43275 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11551 members 
Mstep: Class 26 contains 51624 members 
Mstep: Class 27 contains 25614 members 
Mstep: Class 28 contains 52356 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10410 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175645 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41260 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2867 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6050 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34621 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 19533 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9940 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 5780 members 
Entering Unmasked Estep 
Score: -133761080.000000 Penalty: 260018.453125
Splitting cluster 54 changes total score from -133761280.000000 to -133761080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -463149.281250 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -463149.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -459209.718750 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -459209.7 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -460133.406250 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -460133.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -460386.656250 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -460386.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -460586.625000 Penalty: 4122.453613
	Iteration 3F: 3 clusters Score -460586.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -460789.437500 Penalty: 4122.453613
	Iteration 4F: 3 clusters Score -460789.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -460993.906250 Penalty: 4122.453613
	Iteration 5F: 3 clusters Score -460993.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -461222.718750 Penalty: 4122.453613
	Iteration 6F: 3 clusters Score -461222.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -461414.968750 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -461415 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -461585.812500 Penalty: 4122.453613
	Iteration 8Q: 3 clusters Score -461585.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -461686.343750 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -461686.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -461758.531250 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -461758.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -461798.468750 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -461798.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -461818.937500 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -461818.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -461829.093750 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -461829.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -461840.250000 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -461840.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -461845.875000 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -461845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -461850.875000 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -461850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -461852.500000 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -461852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -461855.562500 Penalty: 4122.453613
	Iteration 18Q: 3 clusters Score -461855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -461855.718750 Penalty: 4122.453613
	Iteration 19Q: 3 clusters Score -461855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -461859.156250 Penalty: 4122.453613
	Iteration 20F: 3 clusters Score -461859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -461861.281250 Penalty: 4122.453613
	Iteration 21Q: 3 clusters Score -461861.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -461864.031250 Penalty: 4122.453613
	Iteration 22Q: 3 clusters Score -461864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -461867.843750 Penalty: 4122.453613
	Iteration 23Q: 3 clusters Score -461867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -461868.687500 Penalty: 4122.453613
	Iteration 24Q: 3 clusters Score -461868.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -461870.750000 Penalty: 4122.453613
	Iteration 25Q: 3 clusters Score -461870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -461871.218750 Penalty: 4122.453613
	Iteration 26Q: 3 clusters Score -461871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -461871.468750 Penalty: 4122.453613
	Iteration 27Q: 3 clusters Score -461871.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -461871.468750 Penalty: 4122.453613
	Iteration 28F: 3 clusters Score -461871.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -37694.285156 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37694.29 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 147 members 
Entering Unmasked Estep 
Score: -36432.566406 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36432.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36565.214844 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36565.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36625.929688 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36625.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36647.535156 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36647.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36656.902344 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -36656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36669.757812 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -36669.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36672.238281 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -36672.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36672.238281 Penalty: 2778.651123
	Iteration 7F: 3 clusters Score -36672.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (6509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Entering Unmasked Estep 
Score: -759862.000000 Penalty: 2177.673340
	Iteration 0F: 2 clusters Score -759862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -754351.000000 Penalty: 4355.346680
	Iteration 0F: 3 clusters Score -754351 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -755740.625000 Penalty: 4355.346680
	Iteration 1F: 3 clusters Score -755740.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -755977.562500 Penalty: 4355.346680
	Iteration 2F: 3 clusters Score -755977.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -756164.375000 Penalty: 4355.346680
	Iteration 3F: 3 clusters Score -756164.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -756297.875000 Penalty: 4355.346680
	Iteration 4Q: 3 clusters Score -756297.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -756392.000000 Penalty: 4355.346680
	Iteration 5Q: 3 clusters Score -756392 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -756472.937500 Penalty: 4355.346680
	Iteration 6Q: 3 clusters Score -756472.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -756566.750000 Penalty: 4355.346680
	Iteration 7Q: 3 clusters Score -756566.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -756664.750000 Penalty: 4355.346680
	Iteration 8Q: 3 clusters Score -756664.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -756775.875000 Penalty: 4355.346680
	Iteration 9Q: 3 clusters Score -756775.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -756897.375000 Penalty: 4355.346680
	Iteration 10Q: 3 clusters Score -756897.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -757017.562500 Penalty: 4355.346680
	Iteration 11Q: 3 clusters Score -757017.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -757153.187500 Penalty: 4355.346680
	Iteration 12Q: 3 clusters Score -757153.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -757292.250000 Penalty: 4355.346680
	Iteration 13Q: 3 clusters Score -757292.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -757431.375000 Penalty: 4355.346680
	Iteration 14Q: 3 clusters Score -757431.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -757545.187500 Penalty: 4355.346680
	Iteration 15Q: 3 clusters Score -757545.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -757650.062500 Penalty: 4355.346680
	Iteration 16Q: 3 clusters Score -757650.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -757720.312500 Penalty: 4355.346680
	Iteration 17Q: 3 clusters Score -757720.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -757781.937500 Penalty: 4355.346680
	Iteration 18Q: 3 clusters Score -757781.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -757821.750000 Penalty: 4355.346680
	Iteration 19Q: 3 clusters Score -757821.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -757853.562500 Penalty: 4355.346680
	Iteration 20F: 3 clusters Score -757853.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -757877.187500 Penalty: 4355.346680
	Iteration 21Q: 3 clusters Score -757877.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -757904.625000 Penalty: 4355.346680
	Iteration 22Q: 3 clusters Score -757904.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -757930.875000 Penalty: 4355.346680
	Iteration 23Q: 3 clusters Score -757930.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -757951.250000 Penalty: 4355.346680
	Iteration 24Q: 3 clusters Score -757951.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -757965.187500 Penalty: 4355.346680
	Iteration 25Q: 3 clusters Score -757965.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -757976.562500 Penalty: 4355.346680
	Iteration 26Q: 3 clusters Score -757976.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -757985.875000 Penalty: 4355.346680
	Iteration 27Q: 3 clusters Score -757985.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -757991.750000 Penalty: 4355.346680
	Iteration 28Q: 3 clusters Score -757991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -757997.562500 Penalty: 4355.346680
	Iteration 29Q: 3 clusters Score -757997.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -758010.750000 Penalty: 4355.346680
	Iteration 30Q: 3 clusters Score -758010.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -758018.875000 Penalty: 4355.346680
	Iteration 31Q: 3 clusters Score -758018.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -758027.312500 Penalty: 4355.346680
	Iteration 32Q: 3 clusters Score -758027.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -758037.125000 Penalty: 4355.346680
	Iteration 33Q: 3 clusters Score -758037.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -758045.000000 Penalty: 4355.346680
	Iteration 34Q: 3 clusters Score -758045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -758053.000000 Penalty: 4355.346680
	Iteration 35Q: 3 clusters Score -758053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -758064.750000 Penalty: 4355.346680
	Iteration 36Q: 3 clusters Score -758064.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -758073.250000 Penalty: 4355.346680
	Iteration 37Q: 3 clusters Score -758073.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -758083.000000 Penalty: 4355.346680
	Iteration 38Q: 3 clusters Score -758083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -758087.062500 Penalty: 4355.346680
	Iteration 39Q: 3 clusters Score -758087.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -758090.312500 Penalty: 4355.346680
	Iteration 40F: 3 clusters Score -758090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -758093.500000 Penalty: 4355.346680
	Iteration 41Q: 3 clusters Score -758093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -758098.687500 Penalty: 4355.346680
	Iteration 42Q: 3 clusters Score -758098.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -758102.000000 Penalty: 4355.346680
	Iteration 43Q: 3 clusters Score -758102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -758103.625000 Penalty: 4355.346680
	Iteration 44Q: 3 clusters Score -758103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -758107.062500 Penalty: 4355.346680
	Iteration 45Q: 3 clusters Score -758107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -758105.812500 Penalty: 4355.346680
	Iteration 46Q: 3 clusters Score -758105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -758108.312500 Penalty: 4355.346680
	Iteration 47Q: 3 clusters Score -758108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -758108.000000 Penalty: 4355.346680
	Iteration 48Q: 3 clusters Score -758108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -758108.000000 Penalty: 4355.346680
	Iteration 49F: 3 clusters Score -758108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -167911.343750 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -167911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -165855.343750 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -165855.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -166317.921875 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -166317.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -166535.078125 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -166535.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -166724.031250 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -166724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -166849.218750 Penalty: 3508.341797
	Iteration 4F: 3 clusters Score -166849.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -166902.421875 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -166902.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -166941.125000 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -166941.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -166966.609375 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -166966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -166990.750000 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -166990.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -167003.921875 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -167003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -167009.890625 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -167009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -167017.859375 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -167017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -167023.156250 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -167023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -167029.437500 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -167029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -167031.078125 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -167031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -167032.187500 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -167032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -167032.187500 Penalty: 3508.341797
	Iteration 16F: 3 clusters Score -167032.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -252353.343750 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -252353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -249914.593750 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -249914.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -250520.406250 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -250520.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -250793.750000 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -250793.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -250988.687500 Penalty: 3708.049316
	Iteration 3F: 3 clusters Score -250988.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -251118.984375 Penalty: 3708.049316
	Iteration 4Q: 3 clusters Score -251119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -251240.187500 Penalty: 3708.049316
	Iteration 5Q: 3 clusters Score -251240.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -251328.484375 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -251328.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -251387.281250 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -251387.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -251433.828125 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -251433.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -251471.937500 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -251471.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -251506.875000 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -251506.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -251549.281250 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -251549.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -251594.718750 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -251594.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -251656.171875 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -251656.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -251720.671875 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -251720.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -251748.140625 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -251748.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -251773.234375 Penalty: 3708.049316
	Iteration 16Q: 3 clusters Score -251773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -251794.109375 Penalty: 3708.049316
	Iteration 17Q: 3 clusters Score -251794.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -251804.578125 Penalty: 3708.049316
	Iteration 18Q: 3 clusters Score -251804.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -251813.703125 Penalty: 3708.049316
	Iteration 19Q: 3 clusters Score -251813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -251823.453125 Penalty: 3708.049316
	Iteration 20F: 3 clusters Score -251823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -251837.218750 Penalty: 3708.049316
	Iteration 21Q: 3 clusters Score -251837.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -251853.906250 Penalty: 3708.049316
	Iteration 22Q: 3 clusters Score -251853.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -251868.015625 Penalty: 3708.049316
	Iteration 23Q: 3 clusters Score -251868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -251881.078125 Penalty: 3708.049316
	Iteration 24Q: 3 clusters Score -251881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -251887.968750 Penalty: 3708.049316
	Iteration 25Q: 3 clusters Score -251888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -251890.531250 Penalty: 3708.049316
	Iteration 26Q: 3 clusters Score -251890.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -251892.625000 Penalty: 3708.049316
	Iteration 27Q: 3 clusters Score -251892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -251893.328125 Penalty: 3708.049316
	Iteration 28Q: 3 clusters Score -251893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -251894.000000 Penalty: 3708.049316
	Iteration 29Q: 3 clusters Score -251894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -251894.000000 Penalty: 3708.049316
	Iteration 30F: 3 clusters Score -251894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -384771.843750 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -384771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -381275.968750 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -381276 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -381975.750000 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -381975.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -382150.281250 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -382150.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -382261.500000 Penalty: 4019.783203
	Iteration 3Q: 3 clusters Score -382261.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -382341.281250 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -382341.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -382406.562500 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -382406.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -382459.937500 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -382459.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -382505.781250 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -382505.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -382540.437500 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -382540.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -382570.656250 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -382570.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -382593.781250 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -382593.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -382611.031250 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -382611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -382621.156250 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -382621.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -382629.437500 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -382629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -382635.156250 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -382635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -382639.093750 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -382639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -382643.187500 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -382643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -382645.593750 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -382645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -382648.156250 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -382648.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -382650.093750 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -382650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -382651.062500 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -382651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -382654.406250 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -382654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -382656.562500 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -382656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -382656.718750 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -382656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -382656.718750 Penalty: 4019.783203
	Iteration 24F: 3 clusters Score -382656.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -984467.125000 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -984467.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -977750.937500 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -977750.9 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -979618.625000 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -979618.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -979917.125000 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -979917.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -980188.437500 Penalty: 4484.969238
	Iteration 3F: 3 clusters Score -980188.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -980457.750000 Penalty: 4484.969238
	Iteration 4F: 3 clusters Score -980457.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -980735.312500 Penalty: 4484.969238
	Iteration 5F: 3 clusters Score -980735.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -981010.250000 Penalty: 4484.969238
	Iteration 6F: 3 clusters Score -981010.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -981260.125000 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -981260.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -981514.625000 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -981514.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -981768.625000 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -981768.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -981943.562500 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -981943.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -982079.000000 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -982079 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -982182.562500 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -982182.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -982256.500000 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -982256.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -982343.625000 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -982343.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -982399.312500 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -982399.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -982438.625000 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -982438.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -982466.312500 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -982466.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -982484.000000 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -982484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -982494.500000 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -982494.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -982504.625000 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -982504.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -982514.562500 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -982514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -982517.750000 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -982517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -982521.562500 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -982521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -982524.437500 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -982524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -982529.437500 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -982529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -982531.375000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -982531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -982537.750000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -982537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -982542.437500 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -982542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -982544.937500 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -982544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -982547.125000 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -982547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -982547.125000 Penalty: 4484.969238
	Iteration 31F: 3 clusters Score -982547.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -106517.242188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -106517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104780.421875 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -104780.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105222.328125 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -105222.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105423.562500 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -105423.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105521.234375 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -105521.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105621.687500 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -105621.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105706.093750 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -105706.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -105830.695312 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -105830.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105955.609375 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -105955.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -106034.320312 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -106034.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106092.195312 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -106092.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106162.976562 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -106163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -106226.468750 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -106226.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106285.710938 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -106285.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -106326.171875 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -106326.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -106357.171875 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -106357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -106376.601562 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -106376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106388.960938 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -106389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -106402.617188 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -106402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106403.562500 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -106403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106403.562500 Penalty: 3306.179199
	Iteration 19F: 3 clusters Score -106403.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -46255.351562 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -46255.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44955.882812 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -44955.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45104.355469 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -45104.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45150.171875 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -45150.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45164.355469 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -45164.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45189.628906 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -45189.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45204.234375 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -45204.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45204.234375 Penalty: 2877.850586
	Iteration 6F: 3 clusters Score -45204.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Entering Unmasked Estep 
Score: -630859.250000 Penalty: 2138.903809
	Iteration 0F: 2 clusters Score -630859.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -625945.625000 Penalty: 4277.807617
	Iteration 0F: 3 clusters Score -625945.6 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -627197.187500 Penalty: 4277.807617
	Iteration 1F: 3 clusters Score -627197.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -627439.625000 Penalty: 4277.807617
	Iteration 2F: 3 clusters Score -627439.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -627649.562500 Penalty: 4277.807617
	Iteration 3F: 3 clusters Score -627649.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -627855.375000 Penalty: 4277.807617
	Iteration 4F: 3 clusters Score -627855.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -628039.500000 Penalty: 4277.807617
	Iteration 5Q: 3 clusters Score -628039.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -628187.687500 Penalty: 4277.807617
	Iteration 6Q: 3 clusters Score -628187.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -628311.625000 Penalty: 4277.807617
	Iteration 7Q: 3 clusters Score -628311.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -628441.625000 Penalty: 4277.807617
	Iteration 8Q: 3 clusters Score -628441.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -628545.187500 Penalty: 4277.807617
	Iteration 9Q: 3 clusters Score -628545.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -628629.187500 Penalty: 4277.807617
	Iteration 10Q: 3 clusters Score -628629.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -628683.875000 Penalty: 4277.807617
	Iteration 11Q: 3 clusters Score -628683.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -628721.250000 Penalty: 4277.807617
	Iteration 12Q: 3 clusters Score -628721.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -628756.937500 Penalty: 4277.807617
	Iteration 13Q: 3 clusters Score -628756.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -628781.750000 Penalty: 4277.807617
	Iteration 14Q: 3 clusters Score -628781.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -628803.625000 Penalty: 4277.807617
	Iteration 15Q: 3 clusters Score -628803.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -628827.312500 Penalty: 4277.807617
	Iteration 16Q: 3 clusters Score -628827.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -628848.375000 Penalty: 4277.807617
	Iteration 17Q: 3 clusters Score -628848.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -628868.000000 Penalty: 4277.807617
	Iteration 18Q: 3 clusters Score -628868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -628885.062500 Penalty: 4277.807617
	Iteration 19Q: 3 clusters Score -628885.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -628913.000000 Penalty: 4277.807617
	Iteration 20F: 3 clusters Score -628913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -628947.062500 Penalty: 4277.807617
	Iteration 21Q: 3 clusters Score -628947.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -628984.375000 Penalty: 4277.807617
	Iteration 22Q: 3 clusters Score -628984.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -629020.562500 Penalty: 4277.807617
	Iteration 23Q: 3 clusters Score -629020.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -629065.187500 Penalty: 4277.807617
	Iteration 24Q: 3 clusters Score -629065.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -629104.312500 Penalty: 4277.807617
	Iteration 25Q: 3 clusters Score -629104.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -629135.375000 Penalty: 4277.807617
	Iteration 26Q: 3 clusters Score -629135.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -629151.375000 Penalty: 4277.807617
	Iteration 27Q: 3 clusters Score -629151.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -629168.687500 Penalty: 4277.807617
	Iteration 28Q: 3 clusters Score -629168.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -629181.187500 Penalty: 4277.807617
	Iteration 29Q: 3 clusters Score -629181.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -629200.875000 Penalty: 4277.807617
	Iteration 30Q: 3 clusters Score -629200.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -629216.875000 Penalty: 4277.807617
	Iteration 31Q: 3 clusters Score -629216.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -629235.250000 Penalty: 4277.807617
	Iteration 32Q: 3 clusters Score -629235.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -629251.187500 Penalty: 4277.807617
	Iteration 33Q: 3 clusters Score -629251.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -629263.812500 Penalty: 4277.807617
	Iteration 34Q: 3 clusters Score -629263.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -629277.062500 Penalty: 4277.807617
	Iteration 35Q: 3 clusters Score -629277.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -629293.500000 Penalty: 4277.807617
	Iteration 36Q: 3 clusters Score -629293.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -629303.500000 Penalty: 4277.807617
	Iteration 37Q: 3 clusters Score -629303.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -629316.187500 Penalty: 4277.807617
	Iteration 38Q: 3 clusters Score -629316.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -629326.625000 Penalty: 4277.807617
	Iteration 39Q: 3 clusters Score -629326.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -629337.562500 Penalty: 4277.807617
	Iteration 40F: 3 clusters Score -629337.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -629346.750000 Penalty: 4277.807617
	Iteration 41Q: 3 clusters Score -629346.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -629351.875000 Penalty: 4277.807617
	Iteration 42Q: 3 clusters Score -629351.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -629361.937500 Penalty: 4277.807617
	Iteration 43Q: 3 clusters Score -629361.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -629365.062500 Penalty: 4277.807617
	Iteration 44Q: 3 clusters Score -629365.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -629367.500000 Penalty: 4277.807617
	Iteration 45Q: 3 clusters Score -629367.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -629376.687500 Penalty: 4277.807617
	Iteration 46Q: 3 clusters Score -629376.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -629384.062500 Penalty: 4277.807617
	Iteration 47Q: 3 clusters Score -629384.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -629396.125000 Penalty: 4277.807617
	Iteration 48Q: 3 clusters Score -629396.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -629407.937500 Penalty: 4277.807617
	Iteration 49Q: 3 clusters Score -629407.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -629422.625000 Penalty: 4277.807617
	Iteration 50Q: 3 clusters Score -629422.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -629436.250000 Penalty: 4277.807617
	Iteration 51Q: 3 clusters Score -629436.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -629451.937500 Penalty: 4277.807617
	Iteration 52Q: 3 clusters Score -629451.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -629466.687500 Penalty: 4277.807617
	Iteration 53Q: 3 clusters Score -629466.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -629474.062500 Penalty: 4277.807617
	Iteration 54Q: 3 clusters Score -629474.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -629483.812500 Penalty: 4277.807617
	Iteration 55Q: 3 clusters Score -629483.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -629491.000000 Penalty: 4277.807617
	Iteration 56Q: 3 clusters Score -629491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -629496.750000 Penalty: 4277.807617
	Iteration 57Q: 3 clusters Score -629496.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -629500.687500 Penalty: 4277.807617
	Iteration 58Q: 3 clusters Score -629500.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -629504.250000 Penalty: 4277.807617
	Iteration 59Q: 3 clusters Score -629504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -629510.062500 Penalty: 4277.807617
	Iteration 60F: 3 clusters Score -629510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -629512.500000 Penalty: 4277.807617
	Iteration 61Q: 3 clusters Score -629512.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -629513.500000 Penalty: 4277.807617
	Iteration 62Q: 3 clusters Score -629513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -629513.812500 Penalty: 4277.807617
	Iteration 63Q: 3 clusters Score -629513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -629514.875000 Penalty: 4277.807617
	Iteration 64Q: 3 clusters Score -629514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -629518.250000 Penalty: 4277.807617
	Iteration 65Q: 3 clusters Score -629518.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -629518.750000 Penalty: 4277.807617
	Iteration 66Q: 3 clusters Score -629518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -629520.062500 Penalty: 4277.807617
	Iteration 67Q: 3 clusters Score -629520.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -629522.687500 Penalty: 4277.807617
	Iteration 68Q: 3 clusters Score -629522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -629523.500000 Penalty: 4277.807617
	Iteration 69Q: 3 clusters Score -629523.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -629524.500000 Penalty: 4277.807617
	Iteration 70Q: 3 clusters Score -629524.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -629523.500000 Penalty: 4277.807617
	Iteration 71Q: 3 clusters Score -629523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -629523.500000 Penalty: 4277.807617
	Iteration 72F: 3 clusters Score -629523.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -103447.765625 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -103447.8 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 381 members 
Entering Unmasked Estep 
Score: -101909.843750 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -101909.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102706.773438 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -102706.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -103255.226562 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -103255.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103572.921875 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -103572.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103810.054688 Penalty: 3313.081299
	Iteration 4F: 3 clusters Score -103810.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -103885.023438 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -103885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103914.523438 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -103914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -103922.359375 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -103922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -103929.570312 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -103929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103935.492188 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -103935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103935.492188 Penalty: 3313.081299
	Iteration 10F: 3 clusters Score -103935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 18000 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32547 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 10108 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188070 members 
Mstep: Class 13 contains 186869 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43275 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11551 members 
Mstep: Class 26 contains 51624 members 
Mstep: Class 27 contains 25614 members 
Mstep: Class 28 contains 52356 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10410 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175645 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41260 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2867 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6050 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34621 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25313 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 247 members 
Mstep: Class 66 contains 9940 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 549 members 
Entering Unmasked Estep 
Score: -133760152.000000 Penalty: 260018.453125
Splitting cluster 65 changes total score from -133761280.000000 to -133760152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (9940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Entering Unmasked Estep 
Score: -1146515.000000 Penalty: 2282.671875
	Iteration 0F: 2 clusters Score -1146515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1138832.375000 Penalty: 4565.343750
	Iteration 0F: 3 clusters Score -1138832 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1141095.875000 Penalty: 4565.343750
	Iteration 1F: 3 clusters Score -1141096 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1141508.000000 Penalty: 4565.343750
	Iteration 2F: 3 clusters Score -1141508 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1141901.500000 Penalty: 4565.343750
	Iteration 3F: 3 clusters Score -1141902 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1142274.875000 Penalty: 4565.343750
	Iteration 4F: 3 clusters Score -1142275 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1142705.625000 Penalty: 4565.343750
	Iteration 5F: 3 clusters Score -1142706 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1143125.750000 Penalty: 4565.343750
	Iteration 6F: 3 clusters Score -1143126 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1143526.000000 Penalty: 4565.343750
	Iteration 7F: 3 clusters Score -1143526 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1143869.875000 Penalty: 4565.343750
	Iteration 8Q: 3 clusters Score -1143870 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1144130.250000 Penalty: 4565.343750
	Iteration 9Q: 3 clusters Score -1144130 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1144302.250000 Penalty: 4565.343750
	Iteration 10Q: 3 clusters Score -1144302 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1144426.250000 Penalty: 4565.343750
	Iteration 11Q: 3 clusters Score -1144426 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1144516.750000 Penalty: 4565.343750
	Iteration 12Q: 3 clusters Score -1144517 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1144585.500000 Penalty: 4565.343750
	Iteration 13Q: 3 clusters Score -1144586 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1144633.750000 Penalty: 4565.343750
	Iteration 14Q: 3 clusters Score -1144634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1144674.875000 Penalty: 4565.343750
	Iteration 15Q: 3 clusters Score -1144675 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1144705.875000 Penalty: 4565.343750
	Iteration 16Q: 3 clusters Score -1144706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1144732.500000 Penalty: 4565.343750
	Iteration 17Q: 3 clusters Score -1144732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1144761.125000 Penalty: 4565.343750
	Iteration 18Q: 3 clusters Score -1144761 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1144779.125000 Penalty: 4565.343750
	Iteration 19Q: 3 clusters Score -1144779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1144800.500000 Penalty: 4565.343750
	Iteration 20F: 3 clusters Score -1144800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1144816.375000 Penalty: 4565.343750
	Iteration 21Q: 3 clusters Score -1144816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1144825.875000 Penalty: 4565.343750
	Iteration 22Q: 3 clusters Score -1144826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1144834.500000 Penalty: 4565.343750
	Iteration 23Q: 3 clusters Score -1144834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1144844.625000 Penalty: 4565.343750
	Iteration 24Q: 3 clusters Score -1144845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1144853.000000 Penalty: 4565.343750
	Iteration 25Q: 3 clusters Score -1144853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1144861.250000 Penalty: 4565.343750
	Iteration 26Q: 3 clusters Score -1144861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1144862.500000 Penalty: 4565.343750
	Iteration 27Q: 3 clusters Score -1144862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1144868.375000 Penalty: 4565.343750
	Iteration 28Q: 3 clusters Score -1144868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1144869.625000 Penalty: 4565.343750
	Iteration 29Q: 3 clusters Score -1144870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1144875.250000 Penalty: 4565.343750
	Iteration 30Q: 3 clusters Score -1144875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1144880.500000 Penalty: 4565.343750
	Iteration 31Q: 3 clusters Score -1144880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1144885.625000 Penalty: 4565.343750
	Iteration 32Q: 3 clusters Score -1144886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1144889.500000 Penalty: 4565.343750
	Iteration 33Q: 3 clusters Score -1144890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1144893.875000 Penalty: 4565.343750
	Iteration 34Q: 3 clusters Score -1144894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1144896.250000 Penalty: 4565.343750
	Iteration 35Q: 3 clusters Score -1144896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1144900.875000 Penalty: 4565.343750
	Iteration 36Q: 3 clusters Score -1144901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1144904.875000 Penalty: 4565.343750
	Iteration 37Q: 3 clusters Score -1144905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1144907.875000 Penalty: 4565.343750
	Iteration 38Q: 3 clusters Score -1144908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1144909.875000 Penalty: 4565.343750
	Iteration 39Q: 3 clusters Score -1144910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1144911.875000 Penalty: 4565.343750
	Iteration 40F: 3 clusters Score -1144912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1144911.750000 Penalty: 4565.343750
	Iteration 41Q: 3 clusters Score -1144912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1144916.125000 Penalty: 4565.343750
	Iteration 42Q: 3 clusters Score -1144916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1144918.000000 Penalty: 4565.343750
	Iteration 43Q: 3 clusters Score -1144918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1144920.250000 Penalty: 4565.343750
	Iteration 44Q: 3 clusters Score -1144920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1144918.625000 Penalty: 4565.343750
	Iteration 45Q: 3 clusters Score -1144919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1144919.875000 Penalty: 4565.343750
	Iteration 46Q: 3 clusters Score -1144920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1144919.875000 Penalty: 4565.343750
	Iteration 47F: 3 clusters Score -1144920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -409238.718750 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -409238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -406116.187500 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -406116.2 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -406965.406250 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -406965.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -407398.937500 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -407398.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -407729.875000 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -407729.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -407924.218750 Penalty: 3940.644043
	Iteration 4F: 3 clusters Score -407924.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -408072.375000 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -408072.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -408209.250000 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -408209.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -408308.750000 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -408308.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -408387.375000 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -408387.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -408446.812500 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -408446.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -408486.906250 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -408486.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -408513.468750 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -408513.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -408541.562500 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -408541.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -408558.281250 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -408558.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -408566.156250 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -408566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -408573.531250 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -408573.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -408579.125000 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -408579.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -408584.312500 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -408584.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -408590.250000 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -408590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -408591.750000 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -408591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -408591.750000 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -408591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (11260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Entering Unmasked Estep 
Score: -1308900.125000 Penalty: 2313.594971
	Iteration 0F: 2 clusters Score -1308900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1300450.375000 Penalty: 4627.189941
	Iteration 0F: 3 clusters Score -1300450 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1302971.750000 Penalty: 4627.189941
	Iteration 1F: 3 clusters Score -1302972 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1303427.875000 Penalty: 4627.189941
	Iteration 2F: 3 clusters Score -1303428 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1303897.250000 Penalty: 4627.189941
	Iteration 3F: 3 clusters Score -1303897 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1304415.875000 Penalty: 4627.189941
	Iteration 4F: 3 clusters Score -1304416 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1304922.125000 Penalty: 4627.189941
	Iteration 5F: 3 clusters Score -1304922 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1305381.125000 Penalty: 4627.189941
	Iteration 6F: 3 clusters Score -1305381 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1305754.625000 Penalty: 4627.189941
	Iteration 7F: 3 clusters Score -1305755 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1306017.875000 Penalty: 4627.189941
	Iteration 8Q: 3 clusters Score -1306018 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1306175.125000 Penalty: 4627.189941
	Iteration 9Q: 3 clusters Score -1306175 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1306268.375000 Penalty: 4627.189941
	Iteration 10Q: 3 clusters Score -1306268 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1306322.750000 Penalty: 4627.189941
	Iteration 11Q: 3 clusters Score -1306323 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1306354.000000 Penalty: 4627.189941
	Iteration 12Q: 3 clusters Score -1306354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1306377.125000 Penalty: 4627.189941
	Iteration 13Q: 3 clusters Score -1306377 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1306396.250000 Penalty: 4627.189941
	Iteration 14Q: 3 clusters Score -1306396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1306415.250000 Penalty: 4627.189941
	Iteration 15Q: 3 clusters Score -1306415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1306426.625000 Penalty: 4627.189941
	Iteration 16Q: 3 clusters Score -1306427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1306436.250000 Penalty: 4627.189941
	Iteration 17Q: 3 clusters Score -1306436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1306441.875000 Penalty: 4627.189941
	Iteration 18Q: 3 clusters Score -1306442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1306442.250000 Penalty: 4627.189941
	Iteration 19Q: 3 clusters Score -1306442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1306445.000000 Penalty: 4627.189941
	Iteration 20F: 3 clusters Score -1306445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1306449.000000 Penalty: 4627.189941
	Iteration 21Q: 3 clusters Score -1306449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1306447.250000 Penalty: 4627.189941
	Iteration 22Q: 3 clusters Score -1306447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1306451.750000 Penalty: 4627.189941
	Iteration 23Q: 3 clusters Score -1306452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1306456.250000 Penalty: 4627.189941
	Iteration 24Q: 3 clusters Score -1306456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1306459.000000 Penalty: 4627.189941
	Iteration 25Q: 3 clusters Score -1306459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1306462.750000 Penalty: 4627.189941
	Iteration 26Q: 3 clusters Score -1306463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1306464.000000 Penalty: 4627.189941
	Iteration 27Q: 3 clusters Score -1306464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1306469.250000 Penalty: 4627.189941
	Iteration 28Q: 3 clusters Score -1306469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1306469.000000 Penalty: 4627.189941
	Iteration 29Q: 3 clusters Score -1306469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1306474.125000 Penalty: 4627.189941
	Iteration 30Q: 3 clusters Score -1306474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1306477.875000 Penalty: 4627.189941
	Iteration 31Q: 3 clusters Score -1306478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1306480.000000 Penalty: 4627.189941
	Iteration 32Q: 3 clusters Score -1306480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1306477.750000 Penalty: 4627.189941
	Iteration 33Q: 3 clusters Score -1306478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1306479.375000 Penalty: 4627.189941
	Iteration 34Q: 3 clusters Score -1306479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1306478.000000 Penalty: 4627.189941
	Iteration 35Q: 3 clusters Score -1306478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1306476.875000 Penalty: 4627.189941
	Iteration 36Q: 3 clusters Score -1306477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1306480.000000 Penalty: 4627.189941
	Iteration 37Q: 3 clusters Score -1306480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1306480.375000 Penalty: 4627.189941
	Iteration 38Q: 3 clusters Score -1306480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1306479.250000 Penalty: 4627.189941
	Iteration 39Q: 3 clusters Score -1306479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1306480.500000 Penalty: 4627.189941
	Iteration 40F: 3 clusters Score -1306480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1306478.250000 Penalty: 4627.189941
	Iteration 41Q: 3 clusters Score -1306478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1306479.375000 Penalty: 4627.189941
	Iteration 42Q: 3 clusters Score -1306479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1306478.500000 Penalty: 4627.189941
	Iteration 43Q: 3 clusters Score -1306478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1306482.500000 Penalty: 4627.189941
	Iteration 44Q: 3 clusters Score -1306482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1306482.250000 Penalty: 4627.189941
	Iteration 45Q: 3 clusters Score -1306482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1306485.125000 Penalty: 4627.189941
	Iteration 46Q: 3 clusters Score -1306485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1306485.000000 Penalty: 4627.189941
	Iteration 47Q: 3 clusters Score -1306485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1306484.250000 Penalty: 4627.189941
	Iteration 48Q: 3 clusters Score -1306484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1306487.125000 Penalty: 4627.189941
	Iteration 49Q: 3 clusters Score -1306487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1306485.250000 Penalty: 4627.189941
	Iteration 50Q: 3 clusters Score -1306485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1306488.250000 Penalty: 4627.189941
	Iteration 51Q: 3 clusters Score -1306488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1306490.000000 Penalty: 4627.189941
	Iteration 52Q: 3 clusters Score -1306490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1306493.500000 Penalty: 4627.189941
	Iteration 53Q: 3 clusters Score -1306494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1306491.875000 Penalty: 4627.189941
	Iteration 54Q: 3 clusters Score -1306492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1306492.500000 Penalty: 4627.189941
	Iteration 55Q: 3 clusters Score -1306492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1306496.375000 Penalty: 4627.189941
	Iteration 56Q: 3 clusters Score -1306496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1306492.750000 Penalty: 4627.189941
	Iteration 57Q: 3 clusters Score -1306493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1306493.375000 Penalty: 4627.189941
	Iteration 58Q: 3 clusters Score -1306493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1306497.875000 Penalty: 4627.189941
	Iteration 59Q: 3 clusters Score -1306498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1306498.125000 Penalty: 4627.189941
	Iteration 60F: 3 clusters Score -1306498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1306500.375000 Penalty: 4627.189941
	Iteration 61Q: 3 clusters Score -1306500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1306503.750000 Penalty: 4627.189941
	Iteration 62Q: 3 clusters Score -1306504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1306503.500000 Penalty: 4627.189941
	Iteration 63Q: 3 clusters Score -1306504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1306504.500000 Penalty: 4627.189941
	Iteration 64Q: 3 clusters Score -1306504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1306503.625000 Penalty: 4627.189941
	Iteration 65Q: 3 clusters Score -1306504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1306509.000000 Penalty: 4627.189941
	Iteration 66Q: 3 clusters Score -1306509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1306512.250000 Penalty: 4627.189941
	Iteration 67Q: 3 clusters Score -1306512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1306513.375000 Penalty: 4627.189941
	Iteration 68Q: 3 clusters Score -1306513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1306515.125000 Penalty: 4627.189941
	Iteration 69Q: 3 clusters Score -1306515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1306513.250000 Penalty: 4627.189941
	Iteration 70Q: 3 clusters Score -1306513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1306520.250000 Penalty: 4627.189941
	Iteration 71Q: 3 clusters Score -1306520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1306522.375000 Penalty: 4627.189941
	Iteration 72Q: 3 clusters Score -1306522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1306529.625000 Penalty: 4627.189941
	Iteration 73Q: 3 clusters Score -1306530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1306535.625000 Penalty: 4627.189941
	Iteration 74Q: 3 clusters Score -1306536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1306541.125000 Penalty: 4627.189941
	Iteration 75Q: 3 clusters Score -1306541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1306552.125000 Penalty: 4627.189941
	Iteration 76Q: 3 clusters Score -1306552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1306557.125000 Penalty: 4627.189941
	Iteration 77Q: 3 clusters Score -1306557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1306560.375000 Penalty: 4627.189941
	Iteration 78Q: 3 clusters Score -1306560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1306571.250000 Penalty: 4627.189941
	Iteration 79Q: 3 clusters Score -1306571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1306573.625000 Penalty: 4627.189941
	Iteration 80F: 3 clusters Score -1306574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1306577.625000 Penalty: 4627.189941
	Iteration 81Q: 3 clusters Score -1306578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1306592.125000 Penalty: 4627.189941
	Iteration 82Q: 3 clusters Score -1306592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1306593.000000 Penalty: 4627.189941
	Iteration 83Q: 3 clusters Score -1306593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1306596.500000 Penalty: 4627.189941
	Iteration 84Q: 3 clusters Score -1306596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1306606.375000 Penalty: 4627.189941
	Iteration 85Q: 3 clusters Score -1306606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1306612.750000 Penalty: 4627.189941
	Iteration 86Q: 3 clusters Score -1306613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1306622.125000 Penalty: 4627.189941
	Iteration 87Q: 3 clusters Score -1306622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1306630.375000 Penalty: 4627.189941
	Iteration 88Q: 3 clusters Score -1306630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1306637.125000 Penalty: 4627.189941
	Iteration 89Q: 3 clusters Score -1306637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1306642.375000 Penalty: 4627.189941
	Iteration 90Q: 3 clusters Score -1306642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1306645.375000 Penalty: 4627.189941
	Iteration 91Q: 3 clusters Score -1306645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1306650.125000 Penalty: 4627.189941
	Iteration 92Q: 3 clusters Score -1306650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1306654.750000 Penalty: 4627.189941
	Iteration 93Q: 3 clusters Score -1306655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1306665.125000 Penalty: 4627.189941
	Iteration 94Q: 3 clusters Score -1306665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1306664.250000 Penalty: 4627.189941
	Iteration 95Q: 3 clusters Score -1306664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1306672.750000 Penalty: 4627.189941
	Iteration 96Q: 3 clusters Score -1306673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1306678.625000 Penalty: 4627.189941
	Iteration 97Q: 3 clusters Score -1306679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1306684.000000 Penalty: 4627.189941
	Iteration 98Q: 3 clusters Score -1306684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1306690.875000 Penalty: 4627.189941
	Iteration 99Q: 3 clusters Score -1306691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1306697.375000 Penalty: 4627.189941
	Iteration 100F: 3 clusters Score -1306697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1306705.125000 Penalty: 4627.189941
	Iteration 101Q: 3 clusters Score -1306705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1306708.875000 Penalty: 4627.189941
	Iteration 102Q: 3 clusters Score -1306709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1306715.625000 Penalty: 4627.189941
	Iteration 103Q: 3 clusters Score -1306716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1306722.875000 Penalty: 4627.189941
	Iteration 104Q: 3 clusters Score -1306723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1306731.375000 Penalty: 4627.189941
	Iteration 105Q: 3 clusters Score -1306731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1306737.625000 Penalty: 4627.189941
	Iteration 106Q: 3 clusters Score -1306738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1306746.875000 Penalty: 4627.189941
	Iteration 107Q: 3 clusters Score -1306747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1306753.875000 Penalty: 4627.189941
	Iteration 108Q: 3 clusters Score -1306754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1306761.000000 Penalty: 4627.189941
	Iteration 109Q: 3 clusters Score -1306761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1306774.875000 Penalty: 4627.189941
	Iteration 110Q: 3 clusters Score -1306775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1306782.625000 Penalty: 4627.189941
	Iteration 111Q: 3 clusters Score -1306783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1306795.250000 Penalty: 4627.189941
	Iteration 112Q: 3 clusters Score -1306795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1306809.875000 Penalty: 4627.189941
	Iteration 113Q: 3 clusters Score -1306810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1306821.125000 Penalty: 4627.189941
	Iteration 114Q: 3 clusters Score -1306821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1306837.375000 Penalty: 4627.189941
	Iteration 115Q: 3 clusters Score -1306837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1306848.875000 Penalty: 4627.189941
	Iteration 116Q: 3 clusters Score -1306849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1306863.375000 Penalty: 4627.189941
	Iteration 117Q: 3 clusters Score -1306863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1306878.250000 Penalty: 4627.189941
	Iteration 118Q: 3 clusters Score -1306878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1306887.250000 Penalty: 4627.189941
	Iteration 119Q: 3 clusters Score -1306887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1306900.000000 Penalty: 4627.189941
	Iteration 120F: 3 clusters Score -1306900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1306905.000000 Penalty: 4627.189941
	Iteration 121Q: 3 clusters Score -1306905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1306913.375000 Penalty: 4627.189941
	Iteration 122Q: 3 clusters Score -1306913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1306918.875000 Penalty: 4627.189941
	Iteration 123Q: 3 clusters Score -1306919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1306926.625000 Penalty: 4627.189941
	Iteration 124Q: 3 clusters Score -1306927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1306932.000000 Penalty: 4627.189941
	Iteration 125Q: 3 clusters Score -1306932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1306938.375000 Penalty: 4627.189941
	Iteration 126Q: 3 clusters Score -1306938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1306947.500000 Penalty: 4627.189941
	Iteration 127Q: 3 clusters Score -1306948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1306950.625000 Penalty: 4627.189941
	Iteration 128Q: 3 clusters Score -1306951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1306957.500000 Penalty: 4627.189941
	Iteration 129Q: 3 clusters Score -1306958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1306965.125000 Penalty: 4627.189941
	Iteration 130Q: 3 clusters Score -1306965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1306970.875000 Penalty: 4627.189941
	Iteration 131Q: 3 clusters Score -1306971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1306975.250000 Penalty: 4627.189941
	Iteration 132Q: 3 clusters Score -1306975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1306978.125000 Penalty: 4627.189941
	Iteration 133Q: 3 clusters Score -1306978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1306979.750000 Penalty: 4627.189941
	Iteration 134Q: 3 clusters Score -1306980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1306981.125000 Penalty: 4627.189941
	Iteration 135Q: 3 clusters Score -1306981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1306984.875000 Penalty: 4627.189941
	Iteration 136Q: 3 clusters Score -1306985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1306984.250000 Penalty: 4627.189941
	Iteration 137Q: 3 clusters Score -1306984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1306984.375000 Penalty: 4627.189941
	Iteration 138Q: 3 clusters Score -1306984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1306984.750000 Penalty: 4627.189941
	Iteration 139Q: 3 clusters Score -1306985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1306985.500000 Penalty: 4627.189941
	Iteration 140F: 3 clusters Score -1306986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1306989.750000 Penalty: 4627.189941
	Iteration 141Q: 3 clusters Score -1306990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1306986.250000 Penalty: 4627.189941
	Iteration 142Q: 3 clusters Score -1306986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1306987.000000 Penalty: 4627.189941
	Iteration 143Q: 3 clusters Score -1306987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1306987.000000 Penalty: 4627.189941
	Iteration 144Q: 3 clusters Score -1306987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1306988.500000 Penalty: 4627.189941
	Iteration 145Q: 3 clusters Score -1306988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1306991.500000 Penalty: 4627.189941
	Iteration 146Q: 3 clusters Score -1306992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1306992.375000 Penalty: 4627.189941
	Iteration 147Q: 3 clusters Score -1306992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1306992.250000 Penalty: 4627.189941
	Iteration 148Q: 3 clusters Score -1306992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1306992.250000 Penalty: 4627.189941
	Iteration 149F: 3 clusters Score -1306992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -459502.656250 Penalty: 2057.172119
	Iteration 0F: 2 clusters Score -459502.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -455606.062500 Penalty: 4114.344238
	Iteration 0F: 3 clusters Score -455606.1 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -456487.812500 Penalty: 4114.344238
	Iteration 1F: 3 clusters Score -456487.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -456662.812500 Penalty: 4114.344238
	Iteration 2F: 3 clusters Score -456662.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -456775.437500 Penalty: 4114.344238
	Iteration 3Q: 3 clusters Score -456775.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -456868.187500 Penalty: 4114.344238
	Iteration 4Q: 3 clusters Score -456868.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -456929.750000 Penalty: 4114.344238
	Iteration 5Q: 3 clusters Score -456929.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -456983.593750 Penalty: 4114.344238
	Iteration 6Q: 3 clusters Score -456983.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -457019.406250 Penalty: 4114.344238
	Iteration 7Q: 3 clusters Score -457019.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -457054.375000 Penalty: 4114.344238
	Iteration 8Q: 3 clusters Score -457054.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -457086.062500 Penalty: 4114.344238
	Iteration 9Q: 3 clusters Score -457086.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -457127.125000 Penalty: 4114.344238
	Iteration 10Q: 3 clusters Score -457127.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -457176.531250 Penalty: 4114.344238
	Iteration 11Q: 3 clusters Score -457176.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -457210.656250 Penalty: 4114.344238
	Iteration 12Q: 3 clusters Score -457210.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -457250.906250 Penalty: 4114.344238
	Iteration 13Q: 3 clusters Score -457250.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -457297.468750 Penalty: 4114.344238
	Iteration 14Q: 3 clusters Score -457297.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -457354.781250 Penalty: 4114.344238
	Iteration 15Q: 3 clusters Score -457354.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -457421.500000 Penalty: 4114.344238
	Iteration 16Q: 3 clusters Score -457421.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -457489.218750 Penalty: 4114.344238
	Iteration 17Q: 3 clusters Score -457489.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -457544.281250 Penalty: 4114.344238
	Iteration 18Q: 3 clusters Score -457544.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -457614.875000 Penalty: 4114.344238
	Iteration 19Q: 3 clusters Score -457614.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -457677.812500 Penalty: 4114.344238
	Iteration 20F: 3 clusters Score -457677.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -457740.312500 Penalty: 4114.344238
	Iteration 21Q: 3 clusters Score -457740.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -457795.812500 Penalty: 4114.344238
	Iteration 22Q: 3 clusters Score -457795.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -457843.750000 Penalty: 4114.344238
	Iteration 23Q: 3 clusters Score -457843.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -457883.187500 Penalty: 4114.344238
	Iteration 24Q: 3 clusters Score -457883.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -457922.250000 Penalty: 4114.344238
	Iteration 25Q: 3 clusters Score -457922.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -457954.687500 Penalty: 4114.344238
	Iteration 26Q: 3 clusters Score -457954.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -457975.968750 Penalty: 4114.344238
	Iteration 27Q: 3 clusters Score -457976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -457987.906250 Penalty: 4114.344238
	Iteration 28Q: 3 clusters Score -457987.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -457998.187500 Penalty: 4114.344238
	Iteration 29Q: 3 clusters Score -457998.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -458010.812500 Penalty: 4114.344238
	Iteration 30Q: 3 clusters Score -458010.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -458018.843750 Penalty: 4114.344238
	Iteration 31Q: 3 clusters Score -458018.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -458022.937500 Penalty: 4114.344238
	Iteration 32Q: 3 clusters Score -458022.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -458026.218750 Penalty: 4114.344238
	Iteration 33Q: 3 clusters Score -458026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -458030.250000 Penalty: 4114.344238
	Iteration 34Q: 3 clusters Score -458030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -458031.500000 Penalty: 4114.344238
	Iteration 35Q: 3 clusters Score -458031.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -458035.343750 Penalty: 4114.344238
	Iteration 36Q: 3 clusters Score -458035.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -458037.593750 Penalty: 4114.344238
	Iteration 37Q: 3 clusters Score -458037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -458038.406250 Penalty: 4114.344238
	Iteration 38Q: 3 clusters Score -458038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -458039.062500 Penalty: 4114.344238
	Iteration 39Q: 3 clusters Score -458039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -458040.312500 Penalty: 4114.344238
	Iteration 40F: 3 clusters Score -458040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -458041.625000 Penalty: 4114.344238
	Iteration 41Q: 3 clusters Score -458041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -458041.437500 Penalty: 4114.344238
	Iteration 42Q: 3 clusters Score -458041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -458044.281250 Penalty: 4114.344238
	Iteration 43Q: 3 clusters Score -458044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -458044.687500 Penalty: 4114.344238
	Iteration 44Q: 3 clusters Score -458044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -458044.812500 Penalty: 4114.344238
	Iteration 45Q: 3 clusters Score -458044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -458045.812500 Penalty: 4114.344238
	Iteration 46Q: 3 clusters Score -458045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -458045.906250 Penalty: 4114.344238
	Iteration 47Q: 3 clusters Score -458045.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -458045.906250 Penalty: 4114.344238
	Iteration 48F: 3 clusters Score -458045.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -25008.470703 Penalty: 1299.953247
	Iteration 0F: 2 clusters Score -25008.47 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 102 members 
Entering Unmasked Estep 
Score: -23887.152344 Penalty: 2599.906494
	Iteration 0F: 3 clusters Score -23887.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23957.732422 Penalty: 2599.906494
	Iteration 1F: 3 clusters Score -23957.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24086.761719 Penalty: 2599.906494
	Iteration 2Q: 3 clusters Score -24086.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24112.511719 Penalty: 2599.906494
	Iteration 3Q: 3 clusters Score -24112.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24112.511719 Penalty: 2599.906494
	Iteration 4F: 3 clusters Score -24112.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -55643.523438 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -55643.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54265.425781 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -54265.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54498.550781 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -54498.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54577.324219 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -54577.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54646.132812 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -54646.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54680.500000 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -54680.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54720.437500 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -54720.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54769.675781 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -54769.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54808.687500 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -54808.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54820.355469 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -54820.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54828.605469 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -54828.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54828.605469 Penalty: 2981.588623
	Iteration 10F: 3 clusters Score -54828.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (4203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Entering Unmasked Estep 
Score: -478835.218750 Penalty: 2069.201172
	Iteration 0F: 2 clusters Score -478835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -474837.593750 Penalty: 4138.402344
	Iteration 0F: 3 clusters Score -474837.6 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -475763.625000 Penalty: 4138.402344
	Iteration 1F: 3 clusters Score -475763.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -475989.687500 Penalty: 4138.402344
	Iteration 2F: 3 clusters Score -475989.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -476156.406250 Penalty: 4138.402344
	Iteration 3F: 3 clusters Score -476156.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -476320.343750 Penalty: 4138.402344
	Iteration 4Q: 3 clusters Score -476320.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -476490.406250 Penalty: 4138.402344
	Iteration 5Q: 3 clusters Score -476490.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -476643.218750 Penalty: 4138.402344
	Iteration 6Q: 3 clusters Score -476643.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -476764.156250 Penalty: 4138.402344
	Iteration 7Q: 3 clusters Score -476764.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -476869.250000 Penalty: 4138.402344
	Iteration 8Q: 3 clusters Score -476869.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -476963.781250 Penalty: 4138.402344
	Iteration 9Q: 3 clusters Score -476963.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -477039.000000 Penalty: 4138.402344
	Iteration 10Q: 3 clusters Score -477039 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -477102.281250 Penalty: 4138.402344
	Iteration 11Q: 3 clusters Score -477102.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -477151.781250 Penalty: 4138.402344
	Iteration 12Q: 3 clusters Score -477151.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -477185.281250 Penalty: 4138.402344
	Iteration 13Q: 3 clusters Score -477185.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -477213.625000 Penalty: 4138.402344
	Iteration 14Q: 3 clusters Score -477213.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -477240.062500 Penalty: 4138.402344
	Iteration 15Q: 3 clusters Score -477240.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -477254.062500 Penalty: 4138.402344
	Iteration 16Q: 3 clusters Score -477254.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -477266.843750 Penalty: 4138.402344
	Iteration 17Q: 3 clusters Score -477266.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -477279.656250 Penalty: 4138.402344
	Iteration 18Q: 3 clusters Score -477279.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -477289.093750 Penalty: 4138.402344
	Iteration 19Q: 3 clusters Score -477289.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -477297.937500 Penalty: 4138.402344
	Iteration 20F: 3 clusters Score -477297.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -477308.375000 Penalty: 4138.402344
	Iteration 21Q: 3 clusters Score -477308.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -477316.812500 Penalty: 4138.402344
	Iteration 22Q: 3 clusters Score -477316.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -477326.062500 Penalty: 4138.402344
	Iteration 23Q: 3 clusters Score -477326.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -477335.156250 Penalty: 4138.402344
	Iteration 24Q: 3 clusters Score -477335.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -477340.343750 Penalty: 4138.402344
	Iteration 25Q: 3 clusters Score -477340.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -477348.375000 Penalty: 4138.402344
	Iteration 26Q: 3 clusters Score -477348.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -477357.281250 Penalty: 4138.402344
	Iteration 27Q: 3 clusters Score -477357.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -477365.781250 Penalty: 4138.402344
	Iteration 28Q: 3 clusters Score -477365.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -477377.000000 Penalty: 4138.402344
	Iteration 29Q: 3 clusters Score -477377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -477385.000000 Penalty: 4138.402344
	Iteration 30Q: 3 clusters Score -477385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -477392.656250 Penalty: 4138.402344
	Iteration 31Q: 3 clusters Score -477392.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -477399.687500 Penalty: 4138.402344
	Iteration 32Q: 3 clusters Score -477399.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -477408.687500 Penalty: 4138.402344
	Iteration 33Q: 3 clusters Score -477408.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -477423.562500 Penalty: 4138.402344
	Iteration 34Q: 3 clusters Score -477423.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -477434.375000 Penalty: 4138.402344
	Iteration 35Q: 3 clusters Score -477434.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -477447.343750 Penalty: 4138.402344
	Iteration 36Q: 3 clusters Score -477447.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -477454.312500 Penalty: 4138.402344
	Iteration 37Q: 3 clusters Score -477454.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -477464.125000 Penalty: 4138.402344
	Iteration 38Q: 3 clusters Score -477464.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -477469.031250 Penalty: 4138.402344
	Iteration 39Q: 3 clusters Score -477469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -477473.312500 Penalty: 4138.402344
	Iteration 40F: 3 clusters Score -477473.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -477476.687500 Penalty: 4138.402344
	Iteration 41Q: 3 clusters Score -477476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -477478.062500 Penalty: 4138.402344
	Iteration 42Q: 3 clusters Score -477478.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -477480.656250 Penalty: 4138.402344
	Iteration 43Q: 3 clusters Score -477480.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -477482.250000 Penalty: 4138.402344
	Iteration 44Q: 3 clusters Score -477482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -477485.843750 Penalty: 4138.402344
	Iteration 45Q: 3 clusters Score -477485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -477487.343750 Penalty: 4138.402344
	Iteration 46Q: 3 clusters Score -477487.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -477490.093750 Penalty: 4138.402344
	Iteration 47Q: 3 clusters Score -477490.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -477492.093750 Penalty: 4138.402344
	Iteration 48Q: 3 clusters Score -477492.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -477493.937500 Penalty: 4138.402344
	Iteration 49Q: 3 clusters Score -477493.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -477496.312500 Penalty: 4138.402344
	Iteration 50Q: 3 clusters Score -477496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -477497.093750 Penalty: 4138.402344
	Iteration 51Q: 3 clusters Score -477497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -477499.843750 Penalty: 4138.402344
	Iteration 52Q: 3 clusters Score -477499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -477500.843750 Penalty: 4138.402344
	Iteration 53Q: 3 clusters Score -477500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -477505.437500 Penalty: 4138.402344
	Iteration 54Q: 3 clusters Score -477505.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -477509.093750 Penalty: 4138.402344
	Iteration 55Q: 3 clusters Score -477509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -477513.062500 Penalty: 4138.402344
	Iteration 56Q: 3 clusters Score -477513.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -477517.937500 Penalty: 4138.402344
	Iteration 57Q: 3 clusters Score -477517.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -477523.281250 Penalty: 4138.402344
	Iteration 58Q: 3 clusters Score -477523.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -477526.781250 Penalty: 4138.402344
	Iteration 59Q: 3 clusters Score -477526.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -477530.093750 Penalty: 4138.402344
	Iteration 60F: 3 clusters Score -477530.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -477535.187500 Penalty: 4138.402344
	Iteration 61Q: 3 clusters Score -477535.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -477540.000000 Penalty: 4138.402344
	Iteration 62Q: 3 clusters Score -477540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -477543.156250 Penalty: 4138.402344
	Iteration 63Q: 3 clusters Score -477543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -477545.468750 Penalty: 4138.402344
	Iteration 64Q: 3 clusters Score -477545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -477546.937500 Penalty: 4138.402344
	Iteration 65Q: 3 clusters Score -477546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -477546.093750 Penalty: 4138.402344
	Iteration 66Q: 3 clusters Score -477546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -477547.406250 Penalty: 4138.402344
	Iteration 67Q: 3 clusters Score -477547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -477547.406250 Penalty: 4138.402344
	Iteration 68F: 3 clusters Score -477547.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -100097.492188 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -100097.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -98512.257812 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -98512.26 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98797.101562 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -98797.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98930.132812 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -98930.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -99046.492188 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -99046.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99167.929688 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -99167.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99231.625000 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -99231.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99253.390625 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -99253.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99280.320312 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -99280.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99307.015625 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -99307.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99340.875000 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -99340.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99360.023438 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -99360.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99368.195312 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -99368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99379.187500 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -99379.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -99388.828125 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -99388.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -99397.125000 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -99397.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99399.046875 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -99399.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -99401.476562 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -99401.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -99402.640625 Penalty: 3207.978516
	Iteration 17Q: 3 clusters Score -99402.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99403.507812 Penalty: 3207.978516
	Iteration 18Q: 3 clusters Score -99403.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99406.601562 Penalty: 3207.978516
	Iteration 19Q: 3 clusters Score -99406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -99409.390625 Penalty: 3207.978516
	Iteration 20F: 3 clusters Score -99409.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -94185.593750 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -94185.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92541.296875 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -92541.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92930.062500 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -92930.06 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -93113.640625 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -93113.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93339.101562 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -93339.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -93493.867188 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -93493.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93612.226562 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -93612.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93721.835938 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -93721.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -93784.515625 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -93784.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -93837.289062 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -93837.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93877.828125 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -93877.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -93902.875000 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -93902.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -93908.359375 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -93908.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93913.109375 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -93913.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93913.109375 Penalty: 3237.867188
	Iteration 13F: 3 clusters Score -93913.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 18000 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32547 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 10108 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188070 members 
Mstep: Class 13 contains 186869 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43275 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11551 members 
Mstep: Class 26 contains 51624 members 
Mstep: Class 27 contains 25614 members 
Mstep: Class 28 contains 52356 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10410 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175645 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41260 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2867 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6050 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34621 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25313 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9940 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761352.000000 Penalty: 256551.531250
Iteration 319Q: 75 clusters Score -1.337614e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 18002 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32502 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 10108 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188088 members 
Mstep: Class 13 contains 186869 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17147 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43277 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11550 members 
Mstep: Class 26 contains 51604 members 
Mstep: Class 27 contains 25615 members 
Mstep: Class 28 contains 52353 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10412 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175645 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 41253 members 
Mstep: Class 36 contains 5973 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2006 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6053 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34624 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25310 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 9992 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761376.000000 Penalty: 256551.531250
Iteration 320F: 75 clusters Score -1.337614e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 21755 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 8785 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32457 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 10108 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188115 members 
Mstep: Class 13 contains 186863 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17147 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43288 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11550 members 
Mstep: Class 26 contains 51575 members 
Mstep: Class 27 contains 25613 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10415 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175644 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41244 members 
Mstep: Class 36 contains 5973 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6056 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34627 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25302 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6512 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8453 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10047 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761424.000000 Penalty: 256551.531250
Iteration 321Q: 75 clusters Score -1.337614e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 8786 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32415 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10109 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188133 members 
Mstep: Class 13 contains 186860 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43303 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11550 members 
Mstep: Class 26 contains 51547 members 
Mstep: Class 27 contains 25611 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10416 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175646 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41231 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6059 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34628 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25297 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6512 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8455 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10100 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761464.000000 Penalty: 256551.531250
Iteration 322Q: 75 clusters Score -1.337615e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 8787 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32378 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10110 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188140 members 
Mstep: Class 13 contains 186869 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 13293 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43302 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 51518 members 
Mstep: Class 27 contains 25612 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10418 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175647 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41223 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6062 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34629 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25290 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6512 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 8456 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10156 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761416.000000 Penalty: 256551.531250
Iteration 323Q: 75 clusters Score -1.337614e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32344 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10110 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188139 members 
Mstep: Class 13 contains 186873 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17149 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43304 members 
Mstep: Class 24 contains 5832 members 
Mstep: Class 25 contains 11546 members 
Mstep: Class 26 contains 51490 members 
Mstep: Class 27 contains 25609 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10419 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175651 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 41216 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6071 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34630 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25284 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6513 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3310 members 
Mstep: Class 61 contains 8456 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10214 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761480.000000 Penalty: 256551.531250
Iteration 324Q: 75 clusters Score -1.337615e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 18000 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32310 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 10111 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188137 members 
Mstep: Class 13 contains 186880 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17150 members 
Mstep: Class 21 contains 13291 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43308 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 51463 members 
Mstep: Class 27 contains 25610 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10420 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175656 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 41211 members 
Mstep: Class 36 contains 5971 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6077 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34630 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25277 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6513 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8456 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10276 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761528.000000 Penalty: 256551.531250
Iteration 325Q: 75 clusters Score -1.337615e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 18000 members 
Mstep: Class 3 contains 21755 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8789 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32283 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 10113 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188134 members 
Mstep: Class 13 contains 186882 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17149 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43308 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 51449 members 
Mstep: Class 27 contains 25611 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10420 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175656 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 41210 members 
Mstep: Class 36 contains 5971 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6079 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34630 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25271 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6511 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8456 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10320 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761560.000000 Penalty: 256551.531250
Iteration 326Q: 75 clusters Score -1.337616e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 21755 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8789 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32252 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 10114 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188144 members 
Mstep: Class 13 contains 186880 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17145 members 
Mstep: Class 21 contains 13295 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43312 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 51430 members 
Mstep: Class 27 contains 25609 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10420 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175658 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 41204 members 
Mstep: Class 36 contains 5970 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6085 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34630 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25264 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8457 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10362 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761496.000000 Penalty: 256551.531250
Iteration 327Q: 75 clusters Score -1.337615e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 21755 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8789 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32233 members 
Mstep: Class 8 contains 9960 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188152 members 
Mstep: Class 13 contains 186877 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17143 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43307 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11546 members 
Mstep: Class 26 contains 51420 members 
Mstep: Class 27 contains 25606 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175654 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 41201 members 
Mstep: Class 36 contains 5969 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 572 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8526 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6088 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34631 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25257 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8459 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5567 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10405 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761432.000000 Penalty: 256551.531250
Iteration 328Q: 75 clusters Score -1.337614e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18005 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32212 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188161 members 
Mstep: Class 13 contains 186871 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1892 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 13291 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43299 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11546 members 
Mstep: Class 26 contains 51406 members 
Mstep: Class 27 contains 25607 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175656 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 41192 members 
Mstep: Class 36 contains 5969 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 6090 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34632 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25253 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6512 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8459 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10446 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761584.000000 Penalty: 256551.531250
Iteration 329Q: 75 clusters Score -1.337616e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 18006 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32184 members 
Mstep: Class 8 contains 9965 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188170 members 
Mstep: Class 13 contains 186874 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17134 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43293 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11547 members 
Mstep: Class 26 contains 51398 members 
Mstep: Class 27 contains 25604 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10422 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175656 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 41183 members 
Mstep: Class 36 contains 5969 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11083 members 
Mstep: Class 48 contains 6096 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34634 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25251 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6512 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8461 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10486 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761488.000000 Penalty: 256551.531250
Iteration 330Q: 75 clusters Score -1.337615e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32148 members 
Mstep: Class 8 contains 9966 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188173 members 
Mstep: Class 13 contains 186878 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17133 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43296 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11547 members 
Mstep: Class 26 contains 51393 members 
Mstep: Class 27 contains 25604 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175657 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41173 members 
Mstep: Class 36 contains 5969 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5551 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8526 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6101 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34635 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25250 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6512 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10526 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4004 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761448.000000 Penalty: 256551.531250
Iteration 331Q: 75 clusters Score -1.337614e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 18005 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32113 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188181 members 
Mstep: Class 13 contains 186881 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5372 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17132 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43307 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 51384 members 
Mstep: Class 27 contains 25606 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10422 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175659 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41165 members 
Mstep: Class 36 contains 5969 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5551 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8526 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11081 members 
Mstep: Class 48 contains 6103 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4962 members 
Mstep: Class 51 contains 34636 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25243 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6511 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10553 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761472.000000 Penalty: 256551.531250
Iteration 332Q: 75 clusters Score -1.337615e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 18005 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8790 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32088 members 
Mstep: Class 8 contains 9972 members 
Mstep: Class 9 contains 10123 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188193 members 
Mstep: Class 13 contains 186877 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5371 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17134 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43315 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 51374 members 
Mstep: Class 27 contains 25603 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10423 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175660 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41153 members 
Mstep: Class 36 contains 5968 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5551 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8527 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11081 members 
Mstep: Class 48 contains 6104 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4963 members 
Mstep: Class 51 contains 34637 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25238 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6511 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10584 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11259 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761464.000000 Penalty: 256551.531250
Iteration 333Q: 75 clusters Score -1.337615e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 18006 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32071 members 
Mstep: Class 8 contains 9976 members 
Mstep: Class 9 contains 10124 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188208 members 
Mstep: Class 13 contains 186876 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17133 members 
Mstep: Class 21 contains 13290 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43313 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 51357 members 
Mstep: Class 27 contains 25601 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10425 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175660 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41142 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5551 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11081 members 
Mstep: Class 48 contains 6104 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4964 members 
Mstep: Class 51 contains 34641 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25228 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10622 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761496.000000 Penalty: 256551.531250
Iteration 334Q: 75 clusters Score -1.337615e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 18008 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32050 members 
Mstep: Class 8 contains 9977 members 
Mstep: Class 9 contains 10128 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188214 members 
Mstep: Class 13 contains 186875 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17129 members 
Mstep: Class 21 contains 13291 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43317 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11546 members 
Mstep: Class 26 contains 51349 members 
Mstep: Class 27 contains 25595 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175660 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41126 members 
Mstep: Class 36 contains 5966 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6109 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4964 members 
Mstep: Class 51 contains 34643 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25221 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10656 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761440.000000 Penalty: 256551.531250
Iteration 335Q: 75 clusters Score -1.337614e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 18009 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 32024 members 
Mstep: Class 8 contains 9978 members 
Mstep: Class 9 contains 10132 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188218 members 
Mstep: Class 13 contains 186876 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17127 members 
Mstep: Class 21 contains 13291 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11546 members 
Mstep: Class 26 contains 51351 members 
Mstep: Class 27 contains 25597 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10427 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175660 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 5965 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6115 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4964 members 
Mstep: Class 51 contains 34642 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25214 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10676 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761408.000000 Penalty: 256551.531250
Iteration 336Q: 75 clusters Score -1.337614e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 18011 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31993 members 
Mstep: Class 8 contains 9979 members 
Mstep: Class 9 contains 10137 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188228 members 
Mstep: Class 13 contains 186878 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17127 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43317 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 51349 members 
Mstep: Class 27 contains 25594 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10428 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175661 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41106 members 
Mstep: Class 36 contains 5966 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6118 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4965 members 
Mstep: Class 51 contains 34642 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25209 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6511 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10705 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761528.000000 Penalty: 256551.531250
Iteration 337Q: 75 clusters Score -1.337615e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18012 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31971 members 
Mstep: Class 8 contains 9980 members 
Mstep: Class 9 contains 10143 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188239 members 
Mstep: Class 13 contains 186874 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17124 members 
Mstep: Class 21 contains 13293 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43315 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 51346 members 
Mstep: Class 27 contains 25592 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10429 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175659 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41103 members 
Mstep: Class 36 contains 5965 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6121 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34641 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25209 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6511 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10724 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761416.000000 Penalty: 256551.531250
Iteration 338Q: 75 clusters Score -1.337614e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31955 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188246 members 
Mstep: Class 13 contains 186870 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17121 members 
Mstep: Class 21 contains 13293 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43318 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 51342 members 
Mstep: Class 27 contains 25590 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10429 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175660 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41097 members 
Mstep: Class 36 contains 5965 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6124 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34643 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25208 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6511 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10744 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761528.000000 Penalty: 256551.531250
Iteration 339Q: 75 clusters Score -1.337615e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 18012 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31936 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 10150 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188253 members 
Mstep: Class 13 contains 186866 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17119 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43316 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 51336 members 
Mstep: Class 27 contains 25589 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10428 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175663 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41083 members 
Mstep: Class 36 contains 5966 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6126 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34644 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25210 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10769 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761512.000000 Penalty: 256551.531250
Iteration 340F: 75 clusters Score -1.337615e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 18012 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31923 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10153 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188264 members 
Mstep: Class 13 contains 186861 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17119 members 
Mstep: Class 21 contains 13293 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43314 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 51323 members 
Mstep: Class 27 contains 25589 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10430 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175663 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 41073 members 
Mstep: Class 36 contains 5966 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6129 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34644 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25210 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10796 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761528.000000 Penalty: 256551.531250
Iteration 341Q: 75 clusters Score -1.337615e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 18014 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31906 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10154 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188265 members 
Mstep: Class 13 contains 186857 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17119 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43315 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11544 members 
Mstep: Class 26 contains 51310 members 
Mstep: Class 27 contains 25591 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10429 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175667 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41060 members 
Mstep: Class 36 contains 5966 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9888 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6130 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34643 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25207 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6508 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10835 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761416.000000 Penalty: 256551.531250
Iteration 342Q: 75 clusters Score -1.337614e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 18017 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31894 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10155 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188268 members 
Mstep: Class 13 contains 186856 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17120 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43312 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 51294 members 
Mstep: Class 27 contains 25593 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10428 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175667 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41047 members 
Mstep: Class 36 contains 5966 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9888 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6133 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34643 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25205 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6507 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10873 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761344.000000 Penalty: 256551.531250
Iteration 343Q: 75 clusters Score -1.337613e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 18023 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31878 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10155 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188264 members 
Mstep: Class 13 contains 186851 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17119 members 
Mstep: Class 21 contains 13293 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43304 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 51289 members 
Mstep: Class 27 contains 25594 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10428 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175669 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41038 members 
Mstep: Class 36 contains 5966 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5552 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6137 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34642 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25205 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6508 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8463 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10908 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761304.000000 Penalty: 256551.531250
Iteration 344Q: 75 clusters Score -1.337613e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 18028 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31865 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10155 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188269 members 
Mstep: Class 13 contains 186839 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17119 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43298 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 51282 members 
Mstep: Class 27 contains 25592 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10428 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175670 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 41029 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6140 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34643 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25205 members 
Mstep: Class 55 contains 4070 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6508 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8463 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10937 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761360.000000 Penalty: 256551.531250
Iteration 345Q: 75 clusters Score -1.337614e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 18029 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31859 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10157 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188259 members 
Mstep: Class 13 contains 186830 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17118 members 
Mstep: Class 21 contains 13295 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43295 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 51277 members 
Mstep: Class 27 contains 25594 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10429 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175672 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 41017 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6142 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34642 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25203 members 
Mstep: Class 55 contains 4071 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 8463 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10969 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761464.000000 Penalty: 256551.531250
Iteration 346Q: 75 clusters Score -1.337615e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 18033 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31857 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10159 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188259 members 
Mstep: Class 13 contains 186820 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 13297 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43291 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 51263 members 
Mstep: Class 27 contains 25597 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10429 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175672 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 41008 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6146 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34644 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25202 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8463 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 10994 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11260 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761424.000000 Penalty: 256551.531250
Iteration 347Q: 75 clusters Score -1.337614e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18034 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31856 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10161 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188263 members 
Mstep: Class 13 contains 186811 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 17113 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43289 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 51253 members 
Mstep: Class 27 contains 25599 members 
Mstep: Class 28 contains 52351 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10429 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175672 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 40995 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9887 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6151 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34647 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25202 members 
Mstep: Class 55 contains 4073 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8463 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5566 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11016 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11262 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761512.000000 Penalty: 256551.531250
Iteration 348Q: 75 clusters Score -1.337615e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18034 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31853 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10163 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188258 members 
Mstep: Class 13 contains 186814 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17113 members 
Mstep: Class 21 contains 13295 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43285 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 51240 members 
Mstep: Class 27 contains 25601 members 
Mstep: Class 28 contains 52350 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10429 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175673 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 40982 members 
Mstep: Class 36 contains 5966 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9887 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6155 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34648 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25201 members 
Mstep: Class 55 contains 4073 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8463 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5565 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11049 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11262 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761536.000000 Penalty: 256551.531250
Iteration 349Q: 75 clusters Score -1.337615e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 18035 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31850 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10165 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188251 members 
Mstep: Class 13 contains 186810 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17110 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43287 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 51233 members 
Mstep: Class 27 contains 25603 members 
Mstep: Class 28 contains 52350 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10429 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175674 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 40969 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9888 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8525 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6157 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34648 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25199 members 
Mstep: Class 55 contains 4073 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8464 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11074 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11263 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761592.000000 Penalty: 256551.531250
Iteration 350Q: 75 clusters Score -1.337616e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 18036 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31852 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 10165 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 188249 members 
Mstep: Class 13 contains 186798 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17107 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43280 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11537 members 
Mstep: Class 26 contains 51226 members 
Mstep: Class 27 contains 25605 members 
Mstep: Class 28 contains 52350 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10432 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 40958 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9888 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8526 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11080 members 
Mstep: Class 48 contains 6163 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34647 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25200 members 
Mstep: Class 55 contains 4072 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11098 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11263 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761688.000000 Penalty: 256551.531250
Iteration 351Q: 75 clusters Score -1.337617e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18037 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31846 members 
Mstep: Class 8 contains 9983 members 
Mstep: Class 9 contains 10164 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188251 members 
Mstep: Class 13 contains 186793 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17103 members 
Mstep: Class 21 contains 13297 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43277 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11537 members 
Mstep: Class 26 contains 51214 members 
Mstep: Class 27 contains 25607 members 
Mstep: Class 28 contains 52350 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 40951 members 
Mstep: Class 36 contains 5965 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9888 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8528 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6168 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34647 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25199 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5564 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11129 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11262 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761712.000000 Penalty: 256551.531250
Iteration 352Q: 75 clusters Score -1.337617e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 18039 members 
Mstep: Class 3 contains 21763 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31836 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10164 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188253 members 
Mstep: Class 13 contains 186792 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17103 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43276 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11536 members 
Mstep: Class 26 contains 51205 members 
Mstep: Class 27 contains 25608 members 
Mstep: Class 28 contains 52350 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175680 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 40942 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9888 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6167 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34648 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25199 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5563 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11151 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11263 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761672.000000 Penalty: 256551.531250
Iteration 353Q: 75 clusters Score -1.337617e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18040 members 
Mstep: Class 3 contains 21764 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31824 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10164 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188258 members 
Mstep: Class 13 contains 186791 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17103 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43271 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11536 members 
Mstep: Class 26 contains 51202 members 
Mstep: Class 27 contains 25610 members 
Mstep: Class 28 contains 52350 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175679 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 40933 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9888 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6168 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34648 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25198 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6510 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5562 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11171 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11262 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761776.000000 Penalty: 256551.531250
Iteration 354Q: 75 clusters Score -1.337618e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 18040 members 
Mstep: Class 3 contains 21766 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31812 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10164 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188262 members 
Mstep: Class 13 contains 186796 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17099 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43264 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11537 members 
Mstep: Class 26 contains 51194 members 
Mstep: Class 27 contains 25611 members 
Mstep: Class 28 contains 52349 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 40930 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9889 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6170 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34651 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25198 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5561 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11186 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11261 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761640.000000 Penalty: 256551.531250
Iteration 355Q: 75 clusters Score -1.337616e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 18040 members 
Mstep: Class 3 contains 21767 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31807 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10165 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188266 members 
Mstep: Class 13 contains 186796 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17099 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43257 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11536 members 
Mstep: Class 26 contains 51182 members 
Mstep: Class 27 contains 25614 members 
Mstep: Class 28 contains 52349 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 40921 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9890 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6173 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34651 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25199 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5561 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11203 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11262 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761656.000000 Penalty: 256551.531250
Iteration 356Q: 75 clusters Score -1.337617e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 18041 members 
Mstep: Class 3 contains 21767 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31800 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10165 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188268 members 
Mstep: Class 13 contains 186797 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17096 members 
Mstep: Class 21 contains 13295 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43248 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11537 members 
Mstep: Class 26 contains 51174 members 
Mstep: Class 27 contains 25618 members 
Mstep: Class 28 contains 52349 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175679 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 40917 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6175 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34651 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25199 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6509 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5561 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11221 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11262 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761720.000000 Penalty: 256551.531250
Iteration 357Q: 75 clusters Score -1.337617e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21767 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31796 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10167 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188268 members 
Mstep: Class 13 contains 186801 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17093 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43242 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11536 members 
Mstep: Class 26 contains 51165 members 
Mstep: Class 27 contains 25620 members 
Mstep: Class 28 contains 52349 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175679 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 40904 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6177 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34651 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25199 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6508 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5561 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11238 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11263 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761840.000000 Penalty: 256551.531250
Iteration 358Q: 75 clusters Score -1.337618e+08 nChanged 60
Entering ConstructFrom: 
Score: -133761840.000000 Penalty: 256551.531250
Entering ConstructFrom: 
Trying to split cluster 1 (10471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Entering Unmasked Estep 
Score: -1234277.125000 Penalty: 2295.578369
	Iteration 0F: 2 clusters Score -1234277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1226295.250000 Penalty: 4591.156738
	Iteration 0F: 3 clusters Score -1226295 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1228588.125000 Penalty: 4591.156738
	Iteration 1F: 3 clusters Score -1228588 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1228861.375000 Penalty: 4591.156738
	Iteration 2F: 3 clusters Score -1228861 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1229075.625000 Penalty: 4591.156738
	Iteration 3Q: 3 clusters Score -1229076 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1229254.750000 Penalty: 4591.156738
	Iteration 4Q: 3 clusters Score -1229255 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1229419.125000 Penalty: 4591.156738
	Iteration 5Q: 3 clusters Score -1229419 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1229583.625000 Penalty: 4591.156738
	Iteration 6Q: 3 clusters Score -1229584 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1229789.875000 Penalty: 4591.156738
	Iteration 7Q: 3 clusters Score -1229790 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1230062.250000 Penalty: 4591.156738
	Iteration 8Q: 3 clusters Score -1230062 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1230401.125000 Penalty: 4591.156738
	Iteration 9Q: 3 clusters Score -1230401 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1230727.125000 Penalty: 4591.156738
	Iteration 10Q: 3 clusters Score -1230727 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1231029.375000 Penalty: 4591.156738
	Iteration 11Q: 3 clusters Score -1231029 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1231301.250000 Penalty: 4591.156738
	Iteration 12Q: 3 clusters Score -1231301 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1231559.875000 Penalty: 4591.156738
	Iteration 13Q: 3 clusters Score -1231560 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1231765.125000 Penalty: 4591.156738
	Iteration 14Q: 3 clusters Score -1231765 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1231882.375000 Penalty: 4591.156738
	Iteration 15Q: 3 clusters Score -1231882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1231963.000000 Penalty: 4591.156738
	Iteration 16Q: 3 clusters Score -1231963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1232017.625000 Penalty: 4591.156738
	Iteration 17Q: 3 clusters Score -1232018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1232062.875000 Penalty: 4591.156738
	Iteration 18Q: 3 clusters Score -1232063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1232089.750000 Penalty: 4591.156738
	Iteration 19Q: 3 clusters Score -1232090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1232130.000000 Penalty: 4591.156738
	Iteration 20F: 3 clusters Score -1232130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1232165.875000 Penalty: 4591.156738
	Iteration 21Q: 3 clusters Score -1232166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1232187.750000 Penalty: 4591.156738
	Iteration 22Q: 3 clusters Score -1232188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1232207.750000 Penalty: 4591.156738
	Iteration 23Q: 3 clusters Score -1232208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1232214.750000 Penalty: 4591.156738
	Iteration 24Q: 3 clusters Score -1232215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1232223.625000 Penalty: 4591.156738
	Iteration 25Q: 3 clusters Score -1232224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1232231.750000 Penalty: 4591.156738
	Iteration 26Q: 3 clusters Score -1232232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1232233.000000 Penalty: 4591.156738
	Iteration 27Q: 3 clusters Score -1232233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1232233.000000 Penalty: 4591.156738
	Iteration 28Q: 3 clusters Score -1232233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1232235.625000 Penalty: 4591.156738
	Iteration 29Q: 3 clusters Score -1232236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1232236.875000 Penalty: 4591.156738
	Iteration 30Q: 3 clusters Score -1232237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1232241.250000 Penalty: 4591.156738
	Iteration 31Q: 3 clusters Score -1232241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1232243.875000 Penalty: 4591.156738
	Iteration 32Q: 3 clusters Score -1232244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1232246.875000 Penalty: 4591.156738
	Iteration 33Q: 3 clusters Score -1232247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1232249.250000 Penalty: 4591.156738
	Iteration 34Q: 3 clusters Score -1232249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1232254.000000 Penalty: 4591.156738
	Iteration 35Q: 3 clusters Score -1232254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1232258.875000 Penalty: 4591.156738
	Iteration 36Q: 3 clusters Score -1232259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1232262.875000 Penalty: 4591.156738
	Iteration 37Q: 3 clusters Score -1232263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1232263.500000 Penalty: 4591.156738
	Iteration 38Q: 3 clusters Score -1232264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1232266.625000 Penalty: 4591.156738
	Iteration 39Q: 3 clusters Score -1232267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1232275.625000 Penalty: 4591.156738
	Iteration 40F: 3 clusters Score -1232276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1232278.125000 Penalty: 4591.156738
	Iteration 41Q: 3 clusters Score -1232278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1232277.375000 Penalty: 4591.156738
	Iteration 42Q: 3 clusters Score -1232277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1232277.875000 Penalty: 4591.156738
	Iteration 43Q: 3 clusters Score -1232278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1232277.875000 Penalty: 4591.156738
	Iteration 44F: 3 clusters Score -1232278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Entering Unmasked Estep 
Score: -2133077.750000 Penalty: 2430.541016
	Iteration 0F: 2 clusters Score -2133078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2120237.500000 Penalty: 4861.082031
	Iteration 0F: 3 clusters Score -2120238 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2124347.750000 Penalty: 4861.082031
	Iteration 1F: 3 clusters Score -2124348 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2124812.750000 Penalty: 4861.082031
	Iteration 2F: 3 clusters Score -2124813 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2125370.250000 Penalty: 4861.082031
	Iteration 3F: 3 clusters Score -2125370 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2126123.000000 Penalty: 4861.082031
	Iteration 4F: 3 clusters Score -2126123 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2127097.750000 Penalty: 4861.082031
	Iteration 5F: 3 clusters Score -2127098 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2128198.250000 Penalty: 4861.082031
	Iteration 6F: 3 clusters Score -2128198 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2129119.500000 Penalty: 4861.082031
	Iteration 7F: 3 clusters Score -2129120 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2129781.500000 Penalty: 4861.082031
	Iteration 8Q: 3 clusters Score -2129782 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2130201.750000 Penalty: 4861.082031
	Iteration 9Q: 3 clusters Score -2130202 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2130468.000000 Penalty: 4861.082031
	Iteration 10Q: 3 clusters Score -2130468 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2130640.000000 Penalty: 4861.082031
	Iteration 11Q: 3 clusters Score -2130640 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2130756.500000 Penalty: 4861.082031
	Iteration 12Q: 3 clusters Score -2130756 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2130826.500000 Penalty: 4861.082031
	Iteration 13Q: 3 clusters Score -2130826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2130890.500000 Penalty: 4861.082031
	Iteration 14Q: 3 clusters Score -2130890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2130932.250000 Penalty: 4861.082031
	Iteration 15Q: 3 clusters Score -2130932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2130974.000000 Penalty: 4861.082031
	Iteration 16Q: 3 clusters Score -2130974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2131000.000000 Penalty: 4861.082031
	Iteration 17Q: 3 clusters Score -2131000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2131034.250000 Penalty: 4861.082031
	Iteration 18Q: 3 clusters Score -2131034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2131058.000000 Penalty: 4861.082031
	Iteration 19Q: 3 clusters Score -2131058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2131074.750000 Penalty: 4861.082031
	Iteration 20F: 3 clusters Score -2131075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2131097.250000 Penalty: 4861.082031
	Iteration 21Q: 3 clusters Score -2131097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2131107.250000 Penalty: 4861.082031
	Iteration 22Q: 3 clusters Score -2131107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2131108.750000 Penalty: 4861.082031
	Iteration 23Q: 3 clusters Score -2131109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2131111.750000 Penalty: 4861.082031
	Iteration 24Q: 3 clusters Score -2131112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2131119.500000 Penalty: 4861.082031
	Iteration 25Q: 3 clusters Score -2131120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2131119.250000 Penalty: 4861.082031
	Iteration 26Q: 3 clusters Score -2131119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2131120.750000 Penalty: 4861.082031
	Iteration 27Q: 3 clusters Score -2131121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2131123.500000 Penalty: 4861.082031
	Iteration 28Q: 3 clusters Score -2131124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2131124.750000 Penalty: 4861.082031
	Iteration 29Q: 3 clusters Score -2131125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2131128.000000 Penalty: 4861.082031
	Iteration 30Q: 3 clusters Score -2131128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2131125.500000 Penalty: 4861.082031
	Iteration 31Q: 3 clusters Score -2131126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2131131.000000 Penalty: 4861.082031
	Iteration 32Q: 3 clusters Score -2131131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2131131.000000 Penalty: 4861.082031
	Iteration 33F: 3 clusters Score -2131131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Entering Unmasked Estep 
Score: -2570506.250000 Penalty: 2477.072754
	Iteration 0F: 2 clusters Score -2570506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2555201.000000 Penalty: 4954.145508
	Iteration 0F: 3 clusters Score -2555201 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2560497.750000 Penalty: 4954.145508
	Iteration 1F: 3 clusters Score -2560498 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2561134.000000 Penalty: 4954.145508
	Iteration 2F: 3 clusters Score -2561134 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2561780.500000 Penalty: 4954.145508
	Iteration 3F: 3 clusters Score -2561780 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2562382.250000 Penalty: 4954.145508
	Iteration 4F: 3 clusters Score -2562382 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2563013.000000 Penalty: 4954.145508
	Iteration 5Q: 3 clusters Score -2563013 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2563733.000000 Penalty: 4954.145508
	Iteration 6Q: 3 clusters Score -2563733 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2564516.250000 Penalty: 4954.145508
	Iteration 7Q: 3 clusters Score -2564516 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2565314.000000 Penalty: 4954.145508
	Iteration 8Q: 3 clusters Score -2565314 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2566110.250000 Penalty: 4954.145508
	Iteration 9Q: 3 clusters Score -2566110 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2566774.000000 Penalty: 4954.145508
	Iteration 10Q: 3 clusters Score -2566774 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2567267.000000 Penalty: 4954.145508
	Iteration 11Q: 3 clusters Score -2567267 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2567655.500000 Penalty: 4954.145508
	Iteration 12Q: 3 clusters Score -2567656 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2567917.000000 Penalty: 4954.145508
	Iteration 13Q: 3 clusters Score -2567917 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2568060.500000 Penalty: 4954.145508
	Iteration 14Q: 3 clusters Score -2568060 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2568163.250000 Penalty: 4954.145508
	Iteration 15Q: 3 clusters Score -2568163 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2568231.500000 Penalty: 4954.145508
	Iteration 16Q: 3 clusters Score -2568232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2568269.250000 Penalty: 4954.145508
	Iteration 17Q: 3 clusters Score -2568269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2568301.000000 Penalty: 4954.145508
	Iteration 18Q: 3 clusters Score -2568301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2568319.750000 Penalty: 4954.145508
	Iteration 19Q: 3 clusters Score -2568320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2568346.000000 Penalty: 4954.145508
	Iteration 20F: 3 clusters Score -2568346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2568352.250000 Penalty: 4954.145508
	Iteration 21Q: 3 clusters Score -2568352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2568362.000000 Penalty: 4954.145508
	Iteration 22Q: 3 clusters Score -2568362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2568366.750000 Penalty: 4954.145508
	Iteration 23Q: 3 clusters Score -2568367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2568373.750000 Penalty: 4954.145508
	Iteration 24Q: 3 clusters Score -2568374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2568378.000000 Penalty: 4954.145508
	Iteration 25Q: 3 clusters Score -2568378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2568383.500000 Penalty: 4954.145508
	Iteration 26Q: 3 clusters Score -2568384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2568382.000000 Penalty: 4954.145508
	Iteration 27Q: 3 clusters Score -2568382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2568383.750000 Penalty: 4954.145508
	Iteration 28Q: 3 clusters Score -2568384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2568383.000000 Penalty: 4954.145508
	Iteration 29Q: 3 clusters Score -2568383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2568383.000000 Penalty: 4954.145508
	Iteration 30F: 3 clusters Score -2568383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Entering Unmasked Estep 
Score: -457170.343750 Penalty: 2084.309082
	Iteration 0F: 2 clusters Score -457170.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -452962.562500 Penalty: 4168.618164
	Iteration 0F: 3 clusters Score -452962.6 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -453930.593750 Penalty: 4168.618164
	Iteration 1F: 3 clusters Score -453930.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -454166.531250 Penalty: 4168.618164
	Iteration 2F: 3 clusters Score -454166.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -454350.031250 Penalty: 4168.618164
	Iteration 3F: 3 clusters Score -454350 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -454499.718750 Penalty: 4168.618164
	Iteration 4Q: 3 clusters Score -454499.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -454638.968750 Penalty: 4168.618164
	Iteration 5Q: 3 clusters Score -454639 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -454791.750000 Penalty: 4168.618164
	Iteration 6Q: 3 clusters Score -454791.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -454941.187500 Penalty: 4168.618164
	Iteration 7Q: 3 clusters Score -454941.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -455085.343750 Penalty: 4168.618164
	Iteration 8Q: 3 clusters Score -455085.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -455203.312500 Penalty: 4168.618164
	Iteration 9Q: 3 clusters Score -455203.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -455297.250000 Penalty: 4168.618164
	Iteration 10Q: 3 clusters Score -455297.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -455392.000000 Penalty: 4168.618164
	Iteration 11Q: 3 clusters Score -455392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -455474.250000 Penalty: 4168.618164
	Iteration 12Q: 3 clusters Score -455474.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -455545.343750 Penalty: 4168.618164
	Iteration 13Q: 3 clusters Score -455545.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -455608.843750 Penalty: 4168.618164
	Iteration 14Q: 3 clusters Score -455608.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -455672.093750 Penalty: 4168.618164
	Iteration 15Q: 3 clusters Score -455672.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -455729.062500 Penalty: 4168.618164
	Iteration 16Q: 3 clusters Score -455729.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -455775.687500 Penalty: 4168.618164
	Iteration 17Q: 3 clusters Score -455775.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -455808.781250 Penalty: 4168.618164
	Iteration 18Q: 3 clusters Score -455808.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -455842.250000 Penalty: 4168.618164
	Iteration 19Q: 3 clusters Score -455842.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -455867.843750 Penalty: 4168.618164
	Iteration 20F: 3 clusters Score -455867.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -455893.562500 Penalty: 4168.618164
	Iteration 21Q: 3 clusters Score -455893.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -455913.656250 Penalty: 4168.618164
	Iteration 22Q: 3 clusters Score -455913.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -455930.031250 Penalty: 4168.618164
	Iteration 23Q: 3 clusters Score -455930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -455939.875000 Penalty: 4168.618164
	Iteration 24Q: 3 clusters Score -455939.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -455951.062500 Penalty: 4168.618164
	Iteration 25Q: 3 clusters Score -455951.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -455958.968750 Penalty: 4168.618164
	Iteration 26Q: 3 clusters Score -455959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -455969.781250 Penalty: 4168.618164
	Iteration 27Q: 3 clusters Score -455969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -455977.781250 Penalty: 4168.618164
	Iteration 28Q: 3 clusters Score -455977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -455984.718750 Penalty: 4168.618164
	Iteration 29Q: 3 clusters Score -455984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -455987.656250 Penalty: 4168.618164
	Iteration 30Q: 3 clusters Score -455987.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -455988.750000 Penalty: 4168.618164
	Iteration 31Q: 3 clusters Score -455988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -455990.687500 Penalty: 4168.618164
	Iteration 32Q: 3 clusters Score -455990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -455990.562500 Penalty: 4168.618164
	Iteration 33Q: 3 clusters Score -455990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -455990.500000 Penalty: 4168.618164
	Iteration 34Q: 3 clusters Score -455990.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -455992.500000 Penalty: 4168.618164
	Iteration 35Q: 3 clusters Score -455992.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -455994.312500 Penalty: 4168.618164
	Iteration 36Q: 3 clusters Score -455994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -455994.906250 Penalty: 4168.618164
	Iteration 37Q: 3 clusters Score -455994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -455995.937500 Penalty: 4168.618164
	Iteration 38Q: 3 clusters Score -455995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -455996.093750 Penalty: 4168.618164
	Iteration 39Q: 3 clusters Score -455996.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -455996.093750 Penalty: 4168.618164
	Iteration 40F: 3 clusters Score -455996.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Entering Unmasked Estep 
Score: -1005263.000000 Penalty: 2252.208008
	Iteration 0F: 2 clusters Score -1005263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -998326.125000 Penalty: 4504.416016
	Iteration 0F: 3 clusters Score -998326.1 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1000378.250000 Penalty: 4504.416016
	Iteration 1F: 3 clusters Score -1000378 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1000839.375000 Penalty: 4504.416016
	Iteration 2F: 3 clusters Score -1000839 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1001338.687500 Penalty: 4504.416016
	Iteration 3F: 3 clusters Score -1001339 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1002003.687500 Penalty: 4504.416016
	Iteration 4F: 3 clusters Score -1002004 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1002777.625000 Penalty: 4504.416016
	Iteration 5F: 3 clusters Score -1002778 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1003622.437500 Penalty: 4504.416016
	Iteration 6F: 3 clusters Score -1003622 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1004237.062500 Penalty: 4504.416016
	Iteration 7F: 3 clusters Score -1004237 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1004658.187500 Penalty: 4504.416016
	Iteration 8Q: 3 clusters Score -1004658 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1004874.187500 Penalty: 4504.416016
	Iteration 9Q: 3 clusters Score -1004874 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1004975.500000 Penalty: 4504.416016
	Iteration 10Q: 3 clusters Score -1004976 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1005030.062500 Penalty: 4504.416016
	Iteration 11Q: 3 clusters Score -1005030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1005057.437500 Penalty: 4504.416016
	Iteration 12Q: 3 clusters Score -1005057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1005078.625000 Penalty: 4504.416016
	Iteration 13Q: 3 clusters Score -1005079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1005095.500000 Penalty: 4504.416016
	Iteration 14Q: 3 clusters Score -1005096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1005110.437500 Penalty: 4504.416016
	Iteration 15Q: 3 clusters Score -1005110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1005123.125000 Penalty: 4504.416016
	Iteration 16Q: 3 clusters Score -1005123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1005131.062500 Penalty: 4504.416016
	Iteration 17Q: 3 clusters Score -1005131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1005134.375000 Penalty: 4504.416016
	Iteration 18Q: 3 clusters Score -1005134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1005141.125000 Penalty: 4504.416016
	Iteration 19Q: 3 clusters Score -1005141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1005142.312500 Penalty: 4504.416016
	Iteration 20F: 3 clusters Score -1005142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1005143.812500 Penalty: 4504.416016
	Iteration 21Q: 3 clusters Score -1005144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1005144.937500 Penalty: 4504.416016
	Iteration 22Q: 3 clusters Score -1005145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1005152.250000 Penalty: 4504.416016
	Iteration 23Q: 3 clusters Score -1005152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1005157.187500 Penalty: 4504.416016
	Iteration 24Q: 3 clusters Score -1005157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1005160.250000 Penalty: 4504.416016
	Iteration 25Q: 3 clusters Score -1005160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1005161.812500 Penalty: 4504.416016
	Iteration 26Q: 3 clusters Score -1005162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1005163.687500 Penalty: 4504.416016
	Iteration 27Q: 3 clusters Score -1005164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1005164.500000 Penalty: 4504.416016
	Iteration 28Q: 3 clusters Score -1005164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1005164.562500 Penalty: 4504.416016
	Iteration 29Q: 3 clusters Score -1005165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1005167.562500 Penalty: 4504.416016
	Iteration 30Q: 3 clusters Score -1005168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1005171.000000 Penalty: 4504.416016
	Iteration 31Q: 3 clusters Score -1005171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1005172.562500 Penalty: 4504.416016
	Iteration 32Q: 3 clusters Score -1005173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1005172.750000 Penalty: 4504.416016
	Iteration 33Q: 3 clusters Score -1005173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1005173.875000 Penalty: 4504.416016
	Iteration 34Q: 3 clusters Score -1005174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1005174.875000 Penalty: 4504.416016
	Iteration 35Q: 3 clusters Score -1005175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1005175.250000 Penalty: 4504.416016
	Iteration 36Q: 3 clusters Score -1005175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1005178.312500 Penalty: 4504.416016
	Iteration 37Q: 3 clusters Score -1005178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1005179.437500 Penalty: 4504.416016
	Iteration 38Q: 3 clusters Score -1005179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1005181.312500 Penalty: 4504.416016
	Iteration 39Q: 3 clusters Score -1005181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1005181.312500 Penalty: 4504.416016
	Iteration 40F: 3 clusters Score -1005181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1005181.625000 Penalty: 4504.416016
	Iteration 41Q: 3 clusters Score -1005182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1005183.125000 Penalty: 4504.416016
	Iteration 42Q: 3 clusters Score -1005183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1005183.125000 Penalty: 4504.416016
	Iteration 43F: 3 clusters Score -1005183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -291736.031250 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -291736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -289146.281250 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -289146.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -289735.906250 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -289735.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -290049.343750 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -290049.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -290265.843750 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -290265.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -290412.437500 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -290412.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -290534.437500 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -290534.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -290615.562500 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -290615.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -290657.906250 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -290657.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -290688.187500 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -290688.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -290717.312500 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -290717.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -290757.062500 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -290757.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -290810.000000 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -290810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -290881.468750 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -290881.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -290936.968750 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -290937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -290982.312500 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -290982.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -291033.812500 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -291033.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -291084.375000 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -291084.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -291121.781250 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -291121.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -291136.531250 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -291136.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -291153.000000 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -291153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -291164.062500 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -291164.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -291170.125000 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -291170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -291175.093750 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -291175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -291176.812500 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -291176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -291178.750000 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -291178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -291178.750000 Penalty: 3778.896240
	Iteration 25F: 3 clusters Score -291178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Entering Unmasked Estep 
Score: -3733838.750000 Penalty: 2571.016357
	Iteration 0F: 2 clusters Score -3733839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3712150.000000 Penalty: 5142.032715
	Iteration 0F: 3 clusters Score -3712150 nChanged 14386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3720085.250000 Penalty: 5142.032715
	Iteration 1F: 3 clusters Score -3720085 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3720584.250000 Penalty: 5142.032715
	Iteration 2Q: 3 clusters Score -3720584 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3721060.000000 Penalty: 5142.032715
	Iteration 3Q: 3 clusters Score -3721060 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3721541.500000 Penalty: 5142.032715
	Iteration 4Q: 3 clusters Score -3721542 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3722086.250000 Penalty: 5142.032715
	Iteration 5Q: 3 clusters Score -3722086 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3722699.000000 Penalty: 5142.032715
	Iteration 6Q: 3 clusters Score -3722699 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3723434.250000 Penalty: 5142.032715
	Iteration 7Q: 3 clusters Score -3723434 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3724244.000000 Penalty: 5142.032715
	Iteration 8Q: 3 clusters Score -3724244 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3725235.000000 Penalty: 5142.032715
	Iteration 9Q: 3 clusters Score -3725235 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3726236.500000 Penalty: 5142.032715
	Iteration 10F: 3 clusters Score -3726236 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3727159.000000 Penalty: 5142.032715
	Iteration 11Q: 3 clusters Score -3727159 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3727812.250000 Penalty: 5142.032715
	Iteration 12Q: 3 clusters Score -3727812 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3728312.750000 Penalty: 5142.032715
	Iteration 13Q: 3 clusters Score -3728313 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3728701.000000 Penalty: 5142.032715
	Iteration 14Q: 3 clusters Score -3728701 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3729058.500000 Penalty: 5142.032715
	Iteration 15Q: 3 clusters Score -3729058 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3729337.000000 Penalty: 5142.032715
	Iteration 16Q: 3 clusters Score -3729337 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3729601.750000 Penalty: 5142.032715
	Iteration 17Q: 3 clusters Score -3729602 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3729803.750000 Penalty: 5142.032715
	Iteration 18Q: 3 clusters Score -3729804 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3729978.750000 Penalty: 5142.032715
	Iteration 19Q: 3 clusters Score -3729979 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3730118.000000 Penalty: 5142.032715
	Iteration 20F: 3 clusters Score -3730118 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3730215.500000 Penalty: 5142.032715
	Iteration 21Q: 3 clusters Score -3730216 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3730305.500000 Penalty: 5142.032715
	Iteration 22Q: 3 clusters Score -3730306 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3730362.250000 Penalty: 5142.032715
	Iteration 23Q: 3 clusters Score -3730362 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3730417.250000 Penalty: 5142.032715
	Iteration 24Q: 3 clusters Score -3730417 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3730467.000000 Penalty: 5142.032715
	Iteration 25Q: 3 clusters Score -3730467 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3730513.000000 Penalty: 5142.032715
	Iteration 26Q: 3 clusters Score -3730513 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3730551.000000 Penalty: 5142.032715
	Iteration 27Q: 3 clusters Score -3730551 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3730588.250000 Penalty: 5142.032715
	Iteration 28Q: 3 clusters Score -3730588 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3730613.750000 Penalty: 5142.032715
	Iteration 29Q: 3 clusters Score -3730614 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3730659.750000 Penalty: 5142.032715
	Iteration 30Q: 3 clusters Score -3730660 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3730693.750000 Penalty: 5142.032715
	Iteration 31Q: 3 clusters Score -3730694 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3730731.250000 Penalty: 5142.032715
	Iteration 32Q: 3 clusters Score -3730731 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3730773.750000 Penalty: 5142.032715
	Iteration 33Q: 3 clusters Score -3730774 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3730815.500000 Penalty: 5142.032715
	Iteration 34Q: 3 clusters Score -3730816 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3730870.500000 Penalty: 5142.032715
	Iteration 35Q: 3 clusters Score -3730870 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -3730942.250000 Penalty: 5142.032715
	Iteration 36Q: 3 clusters Score -3730942 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3730995.000000 Penalty: 5142.032715
	Iteration 37Q: 3 clusters Score -3730995 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3731068.250000 Penalty: 5142.032715
	Iteration 38Q: 3 clusters Score -3731068 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3731152.000000 Penalty: 5142.032715
	Iteration 39Q: 3 clusters Score -3731152 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3731257.500000 Penalty: 5142.032715
	Iteration 40F: 3 clusters Score -3731258 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3731363.500000 Penalty: 5142.032715
	Iteration 41Q: 3 clusters Score -3731364 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3731505.500000 Penalty: 5142.032715
	Iteration 42Q: 3 clusters Score -3731506 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3731638.750000 Penalty: 5142.032715
	Iteration 43Q: 3 clusters Score -3731639 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3731792.000000 Penalty: 5142.032715
	Iteration 44Q: 3 clusters Score -3731792 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3731965.750000 Penalty: 5142.032715
	Iteration 45Q: 3 clusters Score -3731966 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3732091.000000 Penalty: 5142.032715
	Iteration 46Q: 3 clusters Score -3732091 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3732199.000000 Penalty: 5142.032715
	Iteration 47Q: 3 clusters Score -3732199 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3732281.250000 Penalty: 5142.032715
	Iteration 48Q: 3 clusters Score -3732281 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3732363.250000 Penalty: 5142.032715
	Iteration 49Q: 3 clusters Score -3732363 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3732412.750000 Penalty: 5142.032715
	Iteration 50Q: 3 clusters Score -3732413 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3732429.750000 Penalty: 5142.032715
	Iteration 51Q: 3 clusters Score -3732430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3732463.500000 Penalty: 5142.032715
	Iteration 52Q: 3 clusters Score -3732464 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3732479.500000 Penalty: 5142.032715
	Iteration 53Q: 3 clusters Score -3732480 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3732509.500000 Penalty: 5142.032715
	Iteration 54Q: 3 clusters Score -3732510 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3732554.250000 Penalty: 5142.032715
	Iteration 55Q: 3 clusters Score -3732554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3732574.750000 Penalty: 5142.032715
	Iteration 56Q: 3 clusters Score -3732575 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3732578.250000 Penalty: 5142.032715
	Iteration 57Q: 3 clusters Score -3732578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3732605.750000 Penalty: 5142.032715
	Iteration 58Q: 3 clusters Score -3732606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3732605.250000 Penalty: 5142.032715
	Iteration 59Q: 3 clusters Score -3732605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3732631.250000 Penalty: 5142.032715
	Iteration 60F: 3 clusters Score -3732631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3732634.750000 Penalty: 5142.032715
	Iteration 61Q: 3 clusters Score -3732635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3732652.000000 Penalty: 5142.032715
	Iteration 62Q: 3 clusters Score -3732652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -3732642.750000 Penalty: 5142.032715
	Iteration 63Q: 3 clusters Score -3732643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3732654.500000 Penalty: 5142.032715
	Iteration 64Q: 3 clusters Score -3732654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3732653.500000 Penalty: 5142.032715
	Iteration 65Q: 3 clusters Score -3732654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3732658.750000 Penalty: 5142.032715
	Iteration 66Q: 3 clusters Score -3732659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3732668.250000 Penalty: 5142.032715
	Iteration 67Q: 3 clusters Score -3732668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3732677.000000 Penalty: 5142.032715
	Iteration 68Q: 3 clusters Score -3732677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3732681.000000 Penalty: 5142.032715
	Iteration 69Q: 3 clusters Score -3732681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -3732688.000000 Penalty: 5142.032715
	Iteration 70Q: 3 clusters Score -3732688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3732686.500000 Penalty: 5142.032715
	Iteration 71Q: 3 clusters Score -3732686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -3732682.750000 Penalty: 5142.032715
	Iteration 72Q: 3 clusters Score -3732683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3732687.500000 Penalty: 5142.032715
	Iteration 73Q: 3 clusters Score -3732688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -3732684.000000 Penalty: 5142.032715
	Iteration 74Q: 3 clusters Score -3732684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3732695.500000 Penalty: 5142.032715
	Iteration 75Q: 3 clusters Score -3732696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3732704.250000 Penalty: 5142.032715
	Iteration 76Q: 3 clusters Score -3732704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3732699.750000 Penalty: 5142.032715
	Iteration 77Q: 3 clusters Score -3732700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3732698.500000 Penalty: 5142.032715
	Iteration 78Q: 3 clusters Score -3732698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3732714.250000 Penalty: 5142.032715
	Iteration 79Q: 3 clusters Score -3732714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3732713.750000 Penalty: 5142.032715
	Iteration 80F: 3 clusters Score -3732714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3732720.250000 Penalty: 5142.032715
	Iteration 81Q: 3 clusters Score -3732720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3732718.000000 Penalty: 5142.032715
	Iteration 82Q: 3 clusters Score -3732718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3732716.500000 Penalty: 5142.032715
	Iteration 83Q: 3 clusters Score -3732716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3732707.000000 Penalty: 5142.032715
	Iteration 84Q: 3 clusters Score -3732707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3732712.250000 Penalty: 5142.032715
	Iteration 85Q: 3 clusters Score -3732712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3732716.500000 Penalty: 5142.032715
	Iteration 86Q: 3 clusters Score -3732716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3732721.750000 Penalty: 5142.032715
	Iteration 87Q: 3 clusters Score -3732722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3732727.000000 Penalty: 5142.032715
	Iteration 88Q: 3 clusters Score -3732727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3732728.250000 Penalty: 5142.032715
	Iteration 89Q: 3 clusters Score -3732728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3732732.250000 Penalty: 5142.032715
	Iteration 90Q: 3 clusters Score -3732732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3732731.000000 Penalty: 5142.032715
	Iteration 91Q: 3 clusters Score -3732731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3732744.000000 Penalty: 5142.032715
	Iteration 92Q: 3 clusters Score -3732744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3732744.250000 Penalty: 5142.032715
	Iteration 93Q: 3 clusters Score -3732744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3732740.250000 Penalty: 5142.032715
	Iteration 94Q: 3 clusters Score -3732740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3732739.000000 Penalty: 5142.032715
	Iteration 95Q: 3 clusters Score -3732739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3732735.250000 Penalty: 5142.032715
	Iteration 96Q: 3 clusters Score -3732735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3732733.750000 Penalty: 5142.032715
	Iteration 97Q: 3 clusters Score -3732734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3732734.000000 Penalty: 5142.032715
	Iteration 98Q: 3 clusters Score -3732734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3732740.250000 Penalty: 5142.032715
	Iteration 99Q: 3 clusters Score -3732740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3732743.500000 Penalty: 5142.032715
	Iteration 100F: 3 clusters Score -3732744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3732736.500000 Penalty: 5142.032715
	Iteration 101Q: 3 clusters Score -3732736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3732743.000000 Penalty: 5142.032715
	Iteration 102Q: 3 clusters Score -3732743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3732745.000000 Penalty: 5142.032715
	Iteration 103Q: 3 clusters Score -3732745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3732749.750000 Penalty: 5142.032715
	Iteration 104Q: 3 clusters Score -3732750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3732753.000000 Penalty: 5142.032715
	Iteration 105Q: 3 clusters Score -3732753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3732754.000000 Penalty: 5142.032715
	Iteration 106Q: 3 clusters Score -3732754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3732750.750000 Penalty: 5142.032715
	Iteration 107Q: 3 clusters Score -3732751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3732749.500000 Penalty: 5142.032715
	Iteration 108Q: 3 clusters Score -3732750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3732752.500000 Penalty: 5142.032715
	Iteration 109Q: 3 clusters Score -3732752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3732761.250000 Penalty: 5142.032715
	Iteration 110Q: 3 clusters Score -3732761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -3732772.750000 Penalty: 5142.032715
	Iteration 111Q: 3 clusters Score -3732773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3732773.000000 Penalty: 5142.032715
	Iteration 112Q: 3 clusters Score -3732773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3732776.000000 Penalty: 5142.032715
	Iteration 113Q: 3 clusters Score -3732776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3732780.750000 Penalty: 5142.032715
	Iteration 114Q: 3 clusters Score -3732781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3732786.750000 Penalty: 5142.032715
	Iteration 115Q: 3 clusters Score -3732787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3732783.500000 Penalty: 5142.032715
	Iteration 116Q: 3 clusters Score -3732784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3732782.000000 Penalty: 5142.032715
	Iteration 117Q: 3 clusters Score -3732782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3732779.750000 Penalty: 5142.032715
	Iteration 118Q: 3 clusters Score -3732780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3732783.750000 Penalty: 5142.032715
	Iteration 119Q: 3 clusters Score -3732784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3732785.500000 Penalty: 5142.032715
	Iteration 120F: 3 clusters Score -3732786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3732784.000000 Penalty: 5142.032715
	Iteration 121Q: 3 clusters Score -3732784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3732781.250000 Penalty: 5142.032715
	Iteration 122Q: 3 clusters Score -3732781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3732782.250000 Penalty: 5142.032715
	Iteration 123Q: 3 clusters Score -3732782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3732785.500000 Penalty: 5142.032715
	Iteration 124Q: 3 clusters Score -3732786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3732783.250000 Penalty: 5142.032715
	Iteration 125Q: 3 clusters Score -3732783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3732783.750000 Penalty: 5142.032715
	Iteration 126Q: 3 clusters Score -3732784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3732783.250000 Penalty: 5142.032715
	Iteration 127Q: 3 clusters Score -3732783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3732782.250000 Penalty: 5142.032715
	Iteration 128Q: 3 clusters Score -3732782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3732779.250000 Penalty: 5142.032715
	Iteration 129Q: 3 clusters Score -3732779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3732781.250000 Penalty: 5142.032715
	Iteration 130Q: 3 clusters Score -3732781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3732781.250000 Penalty: 5142.032715
	Iteration 131F: 3 clusters Score -3732781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Entering Unmasked Estep 
Score: -1152379.875000 Penalty: 2283.767334
	Iteration 0F: 2 clusters Score -1152380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1144758.000000 Penalty: 4567.534668
	Iteration 0F: 3 clusters Score -1144758 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1146969.375000 Penalty: 4567.534668
	Iteration 1F: 3 clusters Score -1146969 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1147387.250000 Penalty: 4567.534668
	Iteration 2F: 3 clusters Score -1147387 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1147743.875000 Penalty: 4567.534668
	Iteration 3F: 3 clusters Score -1147744 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1148092.875000 Penalty: 4567.534668
	Iteration 4F: 3 clusters Score -1148093 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1148404.375000 Penalty: 4567.534668
	Iteration 5F: 3 clusters Score -1148404 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1148674.250000 Penalty: 4567.534668
	Iteration 6Q: 3 clusters Score -1148674 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1148899.125000 Penalty: 4567.534668
	Iteration 7Q: 3 clusters Score -1148899 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1149066.000000 Penalty: 4567.534668
	Iteration 8Q: 3 clusters Score -1149066 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1149194.500000 Penalty: 4567.534668
	Iteration 9Q: 3 clusters Score -1149194 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1149288.500000 Penalty: 4567.534668
	Iteration 10Q: 3 clusters Score -1149288 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1149374.375000 Penalty: 4567.534668
	Iteration 11Q: 3 clusters Score -1149374 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1149440.375000 Penalty: 4567.534668
	Iteration 12Q: 3 clusters Score -1149440 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1149496.250000 Penalty: 4567.534668
	Iteration 13Q: 3 clusters Score -1149496 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1149545.375000 Penalty: 4567.534668
	Iteration 14Q: 3 clusters Score -1149545 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1149577.500000 Penalty: 4567.534668
	Iteration 15Q: 3 clusters Score -1149578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1149603.625000 Penalty: 4567.534668
	Iteration 16Q: 3 clusters Score -1149604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1149622.750000 Penalty: 4567.534668
	Iteration 17Q: 3 clusters Score -1149623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1149641.500000 Penalty: 4567.534668
	Iteration 18Q: 3 clusters Score -1149642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1149661.125000 Penalty: 4567.534668
	Iteration 19Q: 3 clusters Score -1149661 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1149672.500000 Penalty: 4567.534668
	Iteration 20F: 3 clusters Score -1149672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1149681.375000 Penalty: 4567.534668
	Iteration 21Q: 3 clusters Score -1149681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1149684.500000 Penalty: 4567.534668
	Iteration 22Q: 3 clusters Score -1149684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1149689.125000 Penalty: 4567.534668
	Iteration 23Q: 3 clusters Score -1149689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1149702.250000 Penalty: 4567.534668
	Iteration 24Q: 3 clusters Score -1149702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1149706.625000 Penalty: 4567.534668
	Iteration 25Q: 3 clusters Score -1149707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1149710.875000 Penalty: 4567.534668
	Iteration 26Q: 3 clusters Score -1149711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1149718.875000 Penalty: 4567.534668
	Iteration 27Q: 3 clusters Score -1149719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1149722.375000 Penalty: 4567.534668
	Iteration 28Q: 3 clusters Score -1149722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1149728.250000 Penalty: 4567.534668
	Iteration 29Q: 3 clusters Score -1149728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1149735.750000 Penalty: 4567.534668
	Iteration 30Q: 3 clusters Score -1149736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1149738.375000 Penalty: 4567.534668
	Iteration 31Q: 3 clusters Score -1149738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1149742.000000 Penalty: 4567.534668
	Iteration 32Q: 3 clusters Score -1149742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1149754.250000 Penalty: 4567.534668
	Iteration 33Q: 3 clusters Score -1149754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1149757.250000 Penalty: 4567.534668
	Iteration 34Q: 3 clusters Score -1149757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1149760.125000 Penalty: 4567.534668
	Iteration 35Q: 3 clusters Score -1149760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1149762.125000 Penalty: 4567.534668
	Iteration 36Q: 3 clusters Score -1149762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1149772.375000 Penalty: 4567.534668
	Iteration 37Q: 3 clusters Score -1149772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1149774.875000 Penalty: 4567.534668
	Iteration 38Q: 3 clusters Score -1149775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1149779.875000 Penalty: 4567.534668
	Iteration 39Q: 3 clusters Score -1149780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1149779.125000 Penalty: 4567.534668
	Iteration 40F: 3 clusters Score -1149779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1149781.750000 Penalty: 4567.534668
	Iteration 41Q: 3 clusters Score -1149782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1149783.625000 Penalty: 4567.534668
	Iteration 42Q: 3 clusters Score -1149784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1149784.875000 Penalty: 4567.534668
	Iteration 43Q: 3 clusters Score -1149785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1149784.500000 Penalty: 4567.534668
	Iteration 44Q: 3 clusters Score -1149784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1149792.250000 Penalty: 4567.534668
	Iteration 45Q: 3 clusters Score -1149792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1149790.000000 Penalty: 4567.534668
	Iteration 46Q: 3 clusters Score -1149790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1149789.750000 Penalty: 4567.534668
	Iteration 47Q: 3 clusters Score -1149790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1149793.125000 Penalty: 4567.534668
	Iteration 48Q: 3 clusters Score -1149793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1149791.250000 Penalty: 4567.534668
	Iteration 49Q: 3 clusters Score -1149791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1149793.375000 Penalty: 4567.534668
	Iteration 50Q: 3 clusters Score -1149793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1149794.125000 Penalty: 4567.534668
	Iteration 51Q: 3 clusters Score -1149794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1149796.375000 Penalty: 4567.534668
	Iteration 52Q: 3 clusters Score -1149796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1149795.250000 Penalty: 4567.534668
	Iteration 53Q: 3 clusters Score -1149795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1149794.500000 Penalty: 4567.534668
	Iteration 54Q: 3 clusters Score -1149794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1149797.750000 Penalty: 4567.534668
	Iteration 55Q: 3 clusters Score -1149798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1149795.750000 Penalty: 4567.534668
	Iteration 56Q: 3 clusters Score -1149796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1149795.375000 Penalty: 4567.534668
	Iteration 57Q: 3 clusters Score -1149795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1149798.125000 Penalty: 4567.534668
	Iteration 58Q: 3 clusters Score -1149798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1149798.125000 Penalty: 4567.534668
	Iteration 59F: 3 clusters Score -1149798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Entering Unmasked Estep 
Score: -1183431.125000 Penalty: 2288.271729
	Iteration 0F: 2 clusters Score -1183431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1175691.375000 Penalty: 4576.543457
	Iteration 0F: 3 clusters Score -1175691 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1177893.000000 Penalty: 4576.543457
	Iteration 1F: 3 clusters Score -1177893 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1178183.250000 Penalty: 4576.543457
	Iteration 2F: 3 clusters Score -1178183 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1178384.125000 Penalty: 4576.543457
	Iteration 3Q: 3 clusters Score -1178384 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1178546.750000 Penalty: 4576.543457
	Iteration 4Q: 3 clusters Score -1178547 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1178678.250000 Penalty: 4576.543457
	Iteration 5Q: 3 clusters Score -1178678 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1178799.000000 Penalty: 4576.543457
	Iteration 6Q: 3 clusters Score -1178799 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1178914.625000 Penalty: 4576.543457
	Iteration 7Q: 3 clusters Score -1178915 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1179035.250000 Penalty: 4576.543457
	Iteration 8Q: 3 clusters Score -1179035 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1179156.000000 Penalty: 4576.543457
	Iteration 9Q: 3 clusters Score -1179156 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1179280.125000 Penalty: 4576.543457
	Iteration 10Q: 3 clusters Score -1179280 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1179407.750000 Penalty: 4576.543457
	Iteration 11Q: 3 clusters Score -1179408 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1179530.375000 Penalty: 4576.543457
	Iteration 12Q: 3 clusters Score -1179530 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1179658.750000 Penalty: 4576.543457
	Iteration 13Q: 3 clusters Score -1179659 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1179788.750000 Penalty: 4576.543457
	Iteration 14Q: 3 clusters Score -1179789 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1179925.000000 Penalty: 4576.543457
	Iteration 15Q: 3 clusters Score -1179925 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1180056.750000 Penalty: 4576.543457
	Iteration 16Q: 3 clusters Score -1180057 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1180184.375000 Penalty: 4576.543457
	Iteration 17Q: 3 clusters Score -1180184 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1180292.875000 Penalty: 4576.543457
	Iteration 18Q: 3 clusters Score -1180293 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1180392.750000 Penalty: 4576.543457
	Iteration 19Q: 3 clusters Score -1180393 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1180474.875000 Penalty: 4576.543457
	Iteration 20F: 3 clusters Score -1180475 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1180576.750000 Penalty: 4576.543457
	Iteration 21Q: 3 clusters Score -1180577 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1180676.500000 Penalty: 4576.543457
	Iteration 22Q: 3 clusters Score -1180676 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1180762.500000 Penalty: 4576.543457
	Iteration 23Q: 3 clusters Score -1180762 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1180834.875000 Penalty: 4576.543457
	Iteration 24Q: 3 clusters Score -1180835 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1180894.375000 Penalty: 4576.543457
	Iteration 25Q: 3 clusters Score -1180894 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1180938.500000 Penalty: 4576.543457
	Iteration 26Q: 3 clusters Score -1180938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1180977.750000 Penalty: 4576.543457
	Iteration 27Q: 3 clusters Score -1180978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1181015.375000 Penalty: 4576.543457
	Iteration 28Q: 3 clusters Score -1181015 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1181044.125000 Penalty: 4576.543457
	Iteration 29Q: 3 clusters Score -1181044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1181072.375000 Penalty: 4576.543457
	Iteration 30Q: 3 clusters Score -1181072 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1181101.875000 Penalty: 4576.543457
	Iteration 31Q: 3 clusters Score -1181102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1181130.750000 Penalty: 4576.543457
	Iteration 32Q: 3 clusters Score -1181131 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1181160.500000 Penalty: 4576.543457
	Iteration 33Q: 3 clusters Score -1181160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1181185.250000 Penalty: 4576.543457
	Iteration 34Q: 3 clusters Score -1181185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1181208.500000 Penalty: 4576.543457
	Iteration 35Q: 3 clusters Score -1181208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1181234.750000 Penalty: 4576.543457
	Iteration 36Q: 3 clusters Score -1181235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1181253.250000 Penalty: 4576.543457
	Iteration 37Q: 3 clusters Score -1181253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1181270.125000 Penalty: 4576.543457
	Iteration 38Q: 3 clusters Score -1181270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1181287.250000 Penalty: 4576.543457
	Iteration 39Q: 3 clusters Score -1181287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1181303.000000 Penalty: 4576.543457
	Iteration 40F: 3 clusters Score -1181303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1181321.750000 Penalty: 4576.543457
	Iteration 41Q: 3 clusters Score -1181322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1181336.500000 Penalty: 4576.543457
	Iteration 42Q: 3 clusters Score -1181336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1181348.875000 Penalty: 4576.543457
	Iteration 43Q: 3 clusters Score -1181349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1181366.750000 Penalty: 4576.543457
	Iteration 44Q: 3 clusters Score -1181367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1181382.625000 Penalty: 4576.543457
	Iteration 45Q: 3 clusters Score -1181383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1181395.250000 Penalty: 4576.543457
	Iteration 46Q: 3 clusters Score -1181395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1181403.375000 Penalty: 4576.543457
	Iteration 47Q: 3 clusters Score -1181403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1181413.750000 Penalty: 4576.543457
	Iteration 48Q: 3 clusters Score -1181414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1181421.125000 Penalty: 4576.543457
	Iteration 49Q: 3 clusters Score -1181421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1181428.125000 Penalty: 4576.543457
	Iteration 50Q: 3 clusters Score -1181428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1181431.750000 Penalty: 4576.543457
	Iteration 51Q: 3 clusters Score -1181432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1181442.125000 Penalty: 4576.543457
	Iteration 52Q: 3 clusters Score -1181442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1181448.750000 Penalty: 4576.543457
	Iteration 53Q: 3 clusters Score -1181449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1181457.750000 Penalty: 4576.543457
	Iteration 54Q: 3 clusters Score -1181458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1181466.500000 Penalty: 4576.543457
	Iteration 55Q: 3 clusters Score -1181466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1181467.000000 Penalty: 4576.543457
	Iteration 56Q: 3 clusters Score -1181467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1181468.000000 Penalty: 4576.543457
	Iteration 57Q: 3 clusters Score -1181468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1181470.000000 Penalty: 4576.543457
	Iteration 58Q: 3 clusters Score -1181470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1181471.125000 Penalty: 4576.543457
	Iteration 59Q: 3 clusters Score -1181471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1181471.625000 Penalty: 4576.543457
	Iteration 60F: 3 clusters Score -1181472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1181473.500000 Penalty: 4576.543457
	Iteration 61Q: 3 clusters Score -1181474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1181472.500000 Penalty: 4576.543457
	Iteration 62Q: 3 clusters Score -1181472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1181474.125000 Penalty: 4576.543457
	Iteration 63Q: 3 clusters Score -1181474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1181475.000000 Penalty: 4576.543457
	Iteration 64Q: 3 clusters Score -1181475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1181478.000000 Penalty: 4576.543457
	Iteration 65Q: 3 clusters Score -1181478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1181478.250000 Penalty: 4576.543457
	Iteration 66Q: 3 clusters Score -1181478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1181480.250000 Penalty: 4576.543457
	Iteration 67Q: 3 clusters Score -1181480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1181486.750000 Penalty: 4576.543457
	Iteration 68Q: 3 clusters Score -1181487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1181488.875000 Penalty: 4576.543457
	Iteration 69Q: 3 clusters Score -1181489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1181492.750000 Penalty: 4576.543457
	Iteration 70Q: 3 clusters Score -1181493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1181494.875000 Penalty: 4576.543457
	Iteration 71Q: 3 clusters Score -1181495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1181495.625000 Penalty: 4576.543457
	Iteration 72Q: 3 clusters Score -1181496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1181501.250000 Penalty: 4576.543457
	Iteration 73Q: 3 clusters Score -1181501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1181501.125000 Penalty: 4576.543457
	Iteration 74Q: 3 clusters Score -1181501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1181503.375000 Penalty: 4576.543457
	Iteration 75Q: 3 clusters Score -1181503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1181502.000000 Penalty: 4576.543457
	Iteration 76Q: 3 clusters Score -1181502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1181506.250000 Penalty: 4576.543457
	Iteration 77Q: 3 clusters Score -1181506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1181506.750000 Penalty: 4576.543457
	Iteration 78Q: 3 clusters Score -1181507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1181507.500000 Penalty: 4576.543457
	Iteration 79Q: 3 clusters Score -1181508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1181507.500000 Penalty: 4576.543457
	Iteration 80F: 3 clusters Score -1181508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1181506.625000 Penalty: 4576.543457
	Iteration 81Q: 3 clusters Score -1181507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1181507.000000 Penalty: 4576.543457
	Iteration 82Q: 3 clusters Score -1181507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1181508.250000 Penalty: 4576.543457
	Iteration 83Q: 3 clusters Score -1181508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1181508.000000 Penalty: 4576.543457
	Iteration 84Q: 3 clusters Score -1181508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1181508.750000 Penalty: 4576.543457
	Iteration 85Q: 3 clusters Score -1181509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1181508.750000 Penalty: 4576.543457
	Iteration 86F: 3 clusters Score -1181509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -570528.125000 Penalty: 2111.667969
	Iteration 0F: 2 clusters Score -570528.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -566066.937500 Penalty: 4223.335938
	Iteration 0F: 3 clusters Score -566066.9 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -567131.125000 Penalty: 4223.335938
	Iteration 1F: 3 clusters Score -567131.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -567325.312500 Penalty: 4223.335938
	Iteration 2F: 3 clusters Score -567325.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -567452.187500 Penalty: 4223.335938
	Iteration 3Q: 3 clusters Score -567452.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -567534.625000 Penalty: 4223.335938
	Iteration 4Q: 3 clusters Score -567534.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -567597.750000 Penalty: 4223.335938
	Iteration 5Q: 3 clusters Score -567597.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -567650.500000 Penalty: 4223.335938
	Iteration 6Q: 3 clusters Score -567650.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -567688.250000 Penalty: 4223.335938
	Iteration 7Q: 3 clusters Score -567688.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -567715.437500 Penalty: 4223.335938
	Iteration 8Q: 3 clusters Score -567715.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -567748.625000 Penalty: 4223.335938
	Iteration 9Q: 3 clusters Score -567748.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -567779.000000 Penalty: 4223.335938
	Iteration 10Q: 3 clusters Score -567779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -567801.750000 Penalty: 4223.335938
	Iteration 11Q: 3 clusters Score -567801.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -567823.625000 Penalty: 4223.335938
	Iteration 12Q: 3 clusters Score -567823.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -567847.875000 Penalty: 4223.335938
	Iteration 13Q: 3 clusters Score -567847.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -567871.312500 Penalty: 4223.335938
	Iteration 14Q: 3 clusters Score -567871.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -567901.250000 Penalty: 4223.335938
	Iteration 15Q: 3 clusters Score -567901.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -567918.687500 Penalty: 4223.335938
	Iteration 16Q: 3 clusters Score -567918.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -567936.250000 Penalty: 4223.335938
	Iteration 17Q: 3 clusters Score -567936.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -567955.062500 Penalty: 4223.335938
	Iteration 18Q: 3 clusters Score -567955.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -567971.500000 Penalty: 4223.335938
	Iteration 19Q: 3 clusters Score -567971.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -567998.875000 Penalty: 4223.335938
	Iteration 20F: 3 clusters Score -567998.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -568027.812500 Penalty: 4223.335938
	Iteration 21Q: 3 clusters Score -568027.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -568056.750000 Penalty: 4223.335938
	Iteration 22Q: 3 clusters Score -568056.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -568089.375000 Penalty: 4223.335938
	Iteration 23Q: 3 clusters Score -568089.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -568124.062500 Penalty: 4223.335938
	Iteration 24Q: 3 clusters Score -568124.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -568166.500000 Penalty: 4223.335938
	Iteration 25Q: 3 clusters Score -568166.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -568205.625000 Penalty: 4223.335938
	Iteration 26Q: 3 clusters Score -568205.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -568235.812500 Penalty: 4223.335938
	Iteration 27Q: 3 clusters Score -568235.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -568268.437500 Penalty: 4223.335938
	Iteration 28Q: 3 clusters Score -568268.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -568295.312500 Penalty: 4223.335938
	Iteration 29Q: 3 clusters Score -568295.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -568326.437500 Penalty: 4223.335938
	Iteration 30Q: 3 clusters Score -568326.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -568359.375000 Penalty: 4223.335938
	Iteration 31Q: 3 clusters Score -568359.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -568400.062500 Penalty: 4223.335938
	Iteration 32Q: 3 clusters Score -568400.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -568436.125000 Penalty: 4223.335938
	Iteration 33Q: 3 clusters Score -568436.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -568476.250000 Penalty: 4223.335938
	Iteration 34Q: 3 clusters Score -568476.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -568503.062500 Penalty: 4223.335938
	Iteration 35Q: 3 clusters Score -568503.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -568537.937500 Penalty: 4223.335938
	Iteration 36Q: 3 clusters Score -568537.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -568571.437500 Penalty: 4223.335938
	Iteration 37Q: 3 clusters Score -568571.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -568608.312500 Penalty: 4223.335938
	Iteration 38Q: 3 clusters Score -568608.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -568639.500000 Penalty: 4223.335938
	Iteration 39Q: 3 clusters Score -568639.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -568660.875000 Penalty: 4223.335938
	Iteration 40F: 3 clusters Score -568660.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -568680.937500 Penalty: 4223.335938
	Iteration 41Q: 3 clusters Score -568680.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -568700.687500 Penalty: 4223.335938
	Iteration 42Q: 3 clusters Score -568700.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -568724.062500 Penalty: 4223.335938
	Iteration 43Q: 3 clusters Score -568724.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -568743.000000 Penalty: 4223.335938
	Iteration 44Q: 3 clusters Score -568743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -568752.437500 Penalty: 4223.335938
	Iteration 45Q: 3 clusters Score -568752.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -568760.875000 Penalty: 4223.335938
	Iteration 46Q: 3 clusters Score -568760.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -568773.437500 Penalty: 4223.335938
	Iteration 47Q: 3 clusters Score -568773.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -568791.937500 Penalty: 4223.335938
	Iteration 48Q: 3 clusters Score -568791.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -568810.875000 Penalty: 4223.335938
	Iteration 49Q: 3 clusters Score -568810.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -568827.125000 Penalty: 4223.335938
	Iteration 50Q: 3 clusters Score -568827.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -568840.000000 Penalty: 4223.335938
	Iteration 51Q: 3 clusters Score -568840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -568851.937500 Penalty: 4223.335938
	Iteration 52Q: 3 clusters Score -568851.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -568864.375000 Penalty: 4223.335938
	Iteration 53Q: 3 clusters Score -568864.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -568877.125000 Penalty: 4223.335938
	Iteration 54Q: 3 clusters Score -568877.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -568892.312500 Penalty: 4223.335938
	Iteration 55Q: 3 clusters Score -568892.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -568901.187500 Penalty: 4223.335938
	Iteration 56Q: 3 clusters Score -568901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -568907.562500 Penalty: 4223.335938
	Iteration 57Q: 3 clusters Score -568907.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -568913.250000 Penalty: 4223.335938
	Iteration 58Q: 3 clusters Score -568913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -568926.750000 Penalty: 4223.335938
	Iteration 59Q: 3 clusters Score -568926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -568940.312500 Penalty: 4223.335938
	Iteration 60F: 3 clusters Score -568940.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -568954.562500 Penalty: 4223.335938
	Iteration 61Q: 3 clusters Score -568954.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -568972.562500 Penalty: 4223.335938
	Iteration 62Q: 3 clusters Score -568972.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -568981.250000 Penalty: 4223.335938
	Iteration 63Q: 3 clusters Score -568981.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -568995.062500 Penalty: 4223.335938
	Iteration 64Q: 3 clusters Score -568995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -569004.375000 Penalty: 4223.335938
	Iteration 65Q: 3 clusters Score -569004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -569010.312500 Penalty: 4223.335938
	Iteration 66Q: 3 clusters Score -569010.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -569016.375000 Penalty: 4223.335938
	Iteration 67Q: 3 clusters Score -569016.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -569031.625000 Penalty: 4223.335938
	Iteration 68Q: 3 clusters Score -569031.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -569045.812500 Penalty: 4223.335938
	Iteration 69Q: 3 clusters Score -569045.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -569064.250000 Penalty: 4223.335938
	Iteration 70Q: 3 clusters Score -569064.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -569071.812500 Penalty: 4223.335938
	Iteration 71Q: 3 clusters Score -569071.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -569080.500000 Penalty: 4223.335938
	Iteration 72Q: 3 clusters Score -569080.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -569084.437500 Penalty: 4223.335938
	Iteration 73Q: 3 clusters Score -569084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -569088.625000 Penalty: 4223.335938
	Iteration 74Q: 3 clusters Score -569088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -569091.000000 Penalty: 4223.335938
	Iteration 75Q: 3 clusters Score -569091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -569094.125000 Penalty: 4223.335938
	Iteration 76Q: 3 clusters Score -569094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -569096.062500 Penalty: 4223.335938
	Iteration 77Q: 3 clusters Score -569096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -569098.750000 Penalty: 4223.335938
	Iteration 78Q: 3 clusters Score -569098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -569099.312500 Penalty: 4223.335938
	Iteration 79Q: 3 clusters Score -569099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -569099.312500 Penalty: 4223.335938
	Iteration 80F: 3 clusters Score -569099.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -646332.875000 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -646332.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -641463.750000 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -641463.8 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -642631.375000 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -642631.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -642856.187500 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -642856.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -643006.500000 Penalty: 4283.036133
	Iteration 3F: 3 clusters Score -643006.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -643106.750000 Penalty: 4283.036133
	Iteration 4Q: 3 clusters Score -643106.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -643177.000000 Penalty: 4283.036133
	Iteration 5Q: 3 clusters Score -643177 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -643223.375000 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -643223.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -643261.812500 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -643261.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -643294.375000 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -643294.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -643330.500000 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -643330.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -643360.937500 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -643360.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -643384.625000 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -643384.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -643402.375000 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -643402.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -643418.562500 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -643418.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -643430.375000 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -643430.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -643440.562500 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -643440.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -643454.500000 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -643454.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -643467.875000 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -643467.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -643482.250000 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -643482.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -643494.687500 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -643494.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -643509.312500 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -643509.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -643524.562500 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -643524.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -643537.125000 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -643537.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -643550.375000 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -643550.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -643557.875000 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -643557.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -643567.562500 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -643567.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -643578.125000 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -643578.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -643588.250000 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -643588.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -643601.375000 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -643601.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -643623.062500 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -643623.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -643645.187500 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -643645.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -643664.562500 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -643664.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -643678.750000 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -643678.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -643696.750000 Penalty: 4283.036133
	Iteration 33Q: 3 clusters Score -643696.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -643716.187500 Penalty: 4283.036133
	Iteration 34Q: 3 clusters Score -643716.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -643738.250000 Penalty: 4283.036133
	Iteration 35Q: 3 clusters Score -643738.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -643765.187500 Penalty: 4283.036133
	Iteration 36Q: 3 clusters Score -643765.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -643800.062500 Penalty: 4283.036133
	Iteration 37Q: 3 clusters Score -643800.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -643842.375000 Penalty: 4283.036133
	Iteration 38Q: 3 clusters Score -643842.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -643892.437500 Penalty: 4283.036133
	Iteration 39Q: 3 clusters Score -643892.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -643941.937500 Penalty: 4283.036133
	Iteration 40F: 3 clusters Score -643941.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -643994.375000 Penalty: 4283.036133
	Iteration 41Q: 3 clusters Score -643994.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -644045.187500 Penalty: 4283.036133
	Iteration 42Q: 3 clusters Score -644045.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -644111.625000 Penalty: 4283.036133
	Iteration 43Q: 3 clusters Score -644111.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -644183.500000 Penalty: 4283.036133
	Iteration 44Q: 3 clusters Score -644183.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -644265.312500 Penalty: 4283.036133
	Iteration 45Q: 3 clusters Score -644265.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -644367.250000 Penalty: 4283.036133
	Iteration 46Q: 3 clusters Score -644367.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -644477.687500 Penalty: 4283.036133
	Iteration 47Q: 3 clusters Score -644477.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -644565.812500 Penalty: 4283.036133
	Iteration 48Q: 3 clusters Score -644565.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -644619.437500 Penalty: 4283.036133
	Iteration 49Q: 3 clusters Score -644619.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -644647.500000 Penalty: 4283.036133
	Iteration 50Q: 3 clusters Score -644647.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -644669.875000 Penalty: 4283.036133
	Iteration 51Q: 3 clusters Score -644669.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -644683.250000 Penalty: 4283.036133
	Iteration 52Q: 3 clusters Score -644683.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -644694.312500 Penalty: 4283.036133
	Iteration 53Q: 3 clusters Score -644694.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -644699.062500 Penalty: 4283.036133
	Iteration 54Q: 3 clusters Score -644699.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -644701.625000 Penalty: 4283.036133
	Iteration 55Q: 3 clusters Score -644701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -644702.875000 Penalty: 4283.036133
	Iteration 56Q: 3 clusters Score -644702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -644706.375000 Penalty: 4283.036133
	Iteration 57Q: 3 clusters Score -644706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -644712.187500 Penalty: 4283.036133
	Iteration 58Q: 3 clusters Score -644712.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -644716.625000 Penalty: 4283.036133
	Iteration 59Q: 3 clusters Score -644716.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -644720.062500 Penalty: 4283.036133
	Iteration 60F: 3 clusters Score -644720.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -644722.500000 Penalty: 4283.036133
	Iteration 61Q: 3 clusters Score -644722.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -644725.625000 Penalty: 4283.036133
	Iteration 62Q: 3 clusters Score -644725.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -644729.437500 Penalty: 4283.036133
	Iteration 63Q: 3 clusters Score -644729.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -644730.250000 Penalty: 4283.036133
	Iteration 64Q: 3 clusters Score -644730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -644734.062500 Penalty: 4283.036133
	Iteration 65Q: 3 clusters Score -644734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -644735.562500 Penalty: 4283.036133
	Iteration 66Q: 3 clusters Score -644735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -644737.625000 Penalty: 4283.036133
	Iteration 67Q: 3 clusters Score -644737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -644738.875000 Penalty: 4283.036133
	Iteration 68Q: 3 clusters Score -644738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -644739.062500 Penalty: 4283.036133
	Iteration 69Q: 3 clusters Score -644739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -644740.312500 Penalty: 4283.036133
	Iteration 70Q: 3 clusters Score -644740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -644740.312500 Penalty: 4283.036133
	Iteration 71F: 3 clusters Score -644740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (188261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188261 members 
Entering Unmasked Estep 
Score: -21978554.000000 Penalty: 3012.104980
	Iteration 0F: 2 clusters Score -2.197855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -21854984.000000 Penalty: 6024.209961
	Iteration 0F: 3 clusters Score -2.185498e+07 nChanged 90313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -21906746.000000 Penalty: 6024.209961
	Iteration 1F: 3 clusters Score -2.190675e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -21907754.000000 Penalty: 6024.209961
	Iteration 2Q: 3 clusters Score -2.190775e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -21909024.000000 Penalty: 6024.209961
	Iteration 3Q: 3 clusters Score -2.190902e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95234 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -21910446.000000 Penalty: 6024.209961
	Iteration 4Q: 3 clusters Score -2.191045e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -21912424.000000 Penalty: 6024.209961
	Iteration 5Q: 3 clusters Score -2.191242e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 91590 members 
Entering Unmasked Estep 
Score: -21915222.000000 Penalty: 6024.209961
	Iteration 6Q: 3 clusters Score -2.191522e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 90250 members 
Entering Unmasked Estep 
Score: -21919322.000000 Penalty: 6024.209961
	Iteration 7Q: 3 clusters Score -2.191932e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -21924632.000000 Penalty: 6024.209961
	Iteration 8F: 3 clusters Score -2.192463e+07 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102988 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -21931028.000000 Penalty: 6024.209961
	Iteration 9F: 3 clusters Score -2.193103e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 81151 members 
Entering Unmasked Estep 
Score: -21938128.000000 Penalty: 6024.209961
	Iteration 10F: 3 clusters Score -2.193813e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111712 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -21944544.000000 Penalty: 6024.209961
	Iteration 11F: 3 clusters Score -2.194454e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116324 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -21949300.000000 Penalty: 6024.209961
	Iteration 12Q: 3 clusters Score -2.19493e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120684 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -21953050.000000 Penalty: 6024.209961
	Iteration 13Q: 3 clusters Score -2.195305e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -21955746.000000 Penalty: 6024.209961
	Iteration 14Q: 3 clusters Score -2.195575e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128496 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -21957840.000000 Penalty: 6024.209961
	Iteration 15Q: 3 clusters Score -2.195784e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131892 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -21959414.000000 Penalty: 6024.209961
	Iteration 16Q: 3 clusters Score -2.195941e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134973 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -21960632.000000 Penalty: 6024.209961
	Iteration 17Q: 3 clusters Score -2.196063e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137851 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -21961580.000000 Penalty: 6024.209961
	Iteration 18Q: 3 clusters Score -2.196158e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140668 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -21962444.000000 Penalty: 6024.209961
	Iteration 19Q: 3 clusters Score -2.196244e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143464 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -21963208.000000 Penalty: 6024.209961
	Iteration 20F: 3 clusters Score -2.196321e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146242 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -21963982.000000 Penalty: 6024.209961
	Iteration 21Q: 3 clusters Score -2.196398e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149011 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -21964802.000000 Penalty: 6024.209961
	Iteration 22Q: 3 clusters Score -2.19648e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151970 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -21965768.000000 Penalty: 6024.209961
	Iteration 23Q: 3 clusters Score -2.196577e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -21966708.000000 Penalty: 6024.209961
	Iteration 24Q: 3 clusters Score -2.196671e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -21967650.000000 Penalty: 6024.209961
	Iteration 25Q: 3 clusters Score -2.196765e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161083 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -21968690.000000 Penalty: 6024.209961
	Iteration 26Q: 3 clusters Score -2.196869e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164182 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -21969942.000000 Penalty: 6024.209961
	Iteration 27Q: 3 clusters Score -2.196994e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167207 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -21971104.000000 Penalty: 6024.209961
	Iteration 28Q: 3 clusters Score -2.19711e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170140 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -21972314.000000 Penalty: 6024.209961
	Iteration 29Q: 3 clusters Score -2.197231e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -21973376.000000 Penalty: 6024.209961
	Iteration 30Q: 3 clusters Score -2.197338e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175324 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -21974310.000000 Penalty: 6024.209961
	Iteration 31Q: 3 clusters Score -2.197431e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177393 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -21975072.000000 Penalty: 6024.209961
	Iteration 32Q: 3 clusters Score -2.197507e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -21975514.000000 Penalty: 6024.209961
	Iteration 33Q: 3 clusters Score -2.197551e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180327 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -21975862.000000 Penalty: 6024.209961
	Iteration 34Q: 3 clusters Score -2.197586e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181330 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -21976168.000000 Penalty: 6024.209961
	Iteration 35Q: 3 clusters Score -2.197617e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182104 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -21976310.000000 Penalty: 6024.209961
	Iteration 36Q: 3 clusters Score -2.197631e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182677 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -21976452.000000 Penalty: 6024.209961
	Iteration 37Q: 3 clusters Score -2.197645e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -21976546.000000 Penalty: 6024.209961
	Iteration 38Q: 3 clusters Score -2.197655e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183437 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -21976674.000000 Penalty: 6024.209961
	Iteration 39Q: 3 clusters Score -2.197667e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183709 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -21976664.000000 Penalty: 6024.209961
	Iteration 40F: 3 clusters Score -2.197666e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183942 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -21976716.000000 Penalty: 6024.209961
	Iteration 41Q: 3 clusters Score -2.197672e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184122 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -21976686.000000 Penalty: 6024.209961
	Iteration 42Q: 3 clusters Score -2.197669e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184277 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -21976710.000000 Penalty: 6024.209961
	Iteration 43Q: 3 clusters Score -2.197671e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184403 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -21976696.000000 Penalty: 6024.209961
	Iteration 44Q: 3 clusters Score -2.19767e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184486 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -21976752.000000 Penalty: 6024.209961
	Iteration 45Q: 3 clusters Score -2.197675e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184555 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -21976748.000000 Penalty: 6024.209961
	Iteration 46Q: 3 clusters Score -2.197675e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -21976750.000000 Penalty: 6024.209961
	Iteration 47Q: 3 clusters Score -2.197675e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184653 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -21976736.000000 Penalty: 6024.209961
	Iteration 48Q: 3 clusters Score -2.197674e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184693 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -21976750.000000 Penalty: 6024.209961
	Iteration 49Q: 3 clusters Score -2.197675e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184736 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -21976766.000000 Penalty: 6024.209961
	Iteration 50Q: 3 clusters Score -2.197677e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184782 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -21976784.000000 Penalty: 6024.209961
	Iteration 51Q: 3 clusters Score -2.197678e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -21976798.000000 Penalty: 6024.209961
	Iteration 52Q: 3 clusters Score -2.19768e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184867 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -21976794.000000 Penalty: 6024.209961
	Iteration 53Q: 3 clusters Score -2.197679e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184903 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -21976798.000000 Penalty: 6024.209961
	Iteration 54Q: 3 clusters Score -2.19768e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184938 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21976788.000000 Penalty: 6024.209961
	Iteration 55Q: 3 clusters Score -2.197679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184971 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -21976788.000000 Penalty: 6024.209961
	Iteration 56Q: 3 clusters Score -2.197679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185006 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -21976794.000000 Penalty: 6024.209961
	Iteration 57Q: 3 clusters Score -2.197679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185033 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -21976808.000000 Penalty: 6024.209961
	Iteration 58Q: 3 clusters Score -2.197681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185049 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -21976800.000000 Penalty: 6024.209961
	Iteration 59Q: 3 clusters Score -2.19768e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185078 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -21976800.000000 Penalty: 6024.209961
	Iteration 60F: 3 clusters Score -2.19768e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185102 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -21976796.000000 Penalty: 6024.209961
	Iteration 61Q: 3 clusters Score -2.19768e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185125 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -21976784.000000 Penalty: 6024.209961
	Iteration 62Q: 3 clusters Score -2.197678e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185142 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -21976788.000000 Penalty: 6024.209961
	Iteration 63Q: 3 clusters Score -2.197679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -21976816.000000 Penalty: 6024.209961
	Iteration 64Q: 3 clusters Score -2.197682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185167 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -21976822.000000 Penalty: 6024.209961
	Iteration 65Q: 3 clusters Score -2.197682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185194 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -21976832.000000 Penalty: 6024.209961
	Iteration 66Q: 3 clusters Score -2.197683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185210 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -21976826.000000 Penalty: 6024.209961
	Iteration 67Q: 3 clusters Score -2.197683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185220 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -21976822.000000 Penalty: 6024.209961
	Iteration 68Q: 3 clusters Score -2.197682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185231 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -21976826.000000 Penalty: 6024.209961
	Iteration 69Q: 3 clusters Score -2.197683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185242 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -21976810.000000 Penalty: 6024.209961
	Iteration 70Q: 3 clusters Score -2.197681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185248 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -21976806.000000 Penalty: 6024.209961
	Iteration 71Q: 3 clusters Score -2.197681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185259 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -21976792.000000 Penalty: 6024.209961
	Iteration 72Q: 3 clusters Score -2.197679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185270 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -21976818.000000 Penalty: 6024.209961
	Iteration 73Q: 3 clusters Score -2.197682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185289 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -21976814.000000 Penalty: 6024.209961
	Iteration 74Q: 3 clusters Score -2.197681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185297 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -21976816.000000 Penalty: 6024.209961
	Iteration 75Q: 3 clusters Score -2.197682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185307 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -21976812.000000 Penalty: 6024.209961
	Iteration 76Q: 3 clusters Score -2.197681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185317 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -21976798.000000 Penalty: 6024.209961
	Iteration 77Q: 3 clusters Score -2.19768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185320 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21976818.000000 Penalty: 6024.209961
	Iteration 78Q: 3 clusters Score -2.197682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185318 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -21976812.000000 Penalty: 6024.209961
	Iteration 79Q: 3 clusters Score -2.197681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185320 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21976810.000000 Penalty: 6024.209961
	Iteration 80F: 3 clusters Score -2.197681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185321 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -21976814.000000 Penalty: 6024.209961
	Iteration 81Q: 3 clusters Score -2.197681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185318 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -21976816.000000 Penalty: 6024.209961
	Iteration 82Q: 3 clusters Score -2.197682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185318 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -21976826.000000 Penalty: 6024.209961
	Iteration 83Q: 3 clusters Score -2.197683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185319 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -21976826.000000 Penalty: 6024.209961
	Iteration 84Q: 3 clusters Score -2.197683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185320 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21976822.000000 Penalty: 6024.209961
	Iteration 85Q: 3 clusters Score -2.197682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185322 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -21976834.000000 Penalty: 6024.209961
	Iteration 86Q: 3 clusters Score -2.197683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185323 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -21976834.000000 Penalty: 6024.209961
	Iteration 87Q: 3 clusters Score -2.197683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185323 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -21976834.000000 Penalty: 6024.209961
	Iteration 88F: 3 clusters Score -2.197683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (186806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186806 members 
Entering Unmasked Estep 
Score: -22038114.000000 Penalty: 3010.180908
	Iteration 0F: 2 clusters Score -2.203811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -21915418.000000 Penalty: 6020.361816
	Iteration 0F: 3 clusters Score -2.191542e+07 nChanged 89612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100052 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -21967926.000000 Penalty: 6020.361816
	Iteration 1F: 3 clusters Score -2.196793e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104156 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -21969750.000000 Penalty: 6020.361816
	Iteration 2Q: 3 clusters Score -2.196975e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110509 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -21972874.000000 Penalty: 6020.361816
	Iteration 3Q: 3 clusters Score -2.197287e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119926 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -21978124.000000 Penalty: 6020.361816
	Iteration 4F: 3 clusters Score -2.197812e+07 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -21987608.000000 Penalty: 6020.361816
	Iteration 5F: 3 clusters Score -2.198761e+07 nChanged 15927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -22001154.000000 Penalty: 6020.361816
	Iteration 6F: 3 clusters Score -2.200115e+07 nChanged 15643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164207 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -22015936.000000 Penalty: 6020.361816
	Iteration 7F: 3 clusters Score -2.201594e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175897 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -22026488.000000 Penalty: 6020.361816
	Iteration 8F: 3 clusters Score -2.202649e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182290 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -22032164.000000 Penalty: 6020.361816
	Iteration 9Q: 3 clusters Score -2.203216e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184958 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22034312.000000 Penalty: 6020.361816
	Iteration 10Q: 3 clusters Score -2.203431e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185868 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -22035016.000000 Penalty: 6020.361816
	Iteration 11Q: 3 clusters Score -2.203502e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186180 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22035282.000000 Penalty: 6020.361816
	Iteration 12Q: 3 clusters Score -2.203528e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186295 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -22035400.000000 Penalty: 6020.361816
	Iteration 13Q: 3 clusters Score -2.20354e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186345 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22035472.000000 Penalty: 6020.361816
	Iteration 14Q: 3 clusters Score -2.203547e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186378 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -22035508.000000 Penalty: 6020.361816
	Iteration 15Q: 3 clusters Score -2.203551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186392 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22035524.000000 Penalty: 6020.361816
	Iteration 16Q: 3 clusters Score -2.203552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186400 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22035522.000000 Penalty: 6020.361816
	Iteration 17Q: 3 clusters Score -2.203552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186407 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22035546.000000 Penalty: 6020.361816
	Iteration 18Q: 3 clusters Score -2.203555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186408 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22035542.000000 Penalty: 6020.361816
	Iteration 19Q: 3 clusters Score -2.203554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186411 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22035554.000000 Penalty: 6020.361816
	Iteration 20F: 3 clusters Score -2.203555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186412 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22035556.000000 Penalty: 6020.361816
	Iteration 21Q: 3 clusters Score -2.203556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186418 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -22035568.000000 Penalty: 6020.361816
	Iteration 22Q: 3 clusters Score -2.203557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186421 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22035566.000000 Penalty: 6020.361816
	Iteration 23Q: 3 clusters Score -2.203557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186422 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22035562.000000 Penalty: 6020.361816
	Iteration 24Q: 3 clusters Score -2.203556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186423 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22035568.000000 Penalty: 6020.361816
	Iteration 25Q: 3 clusters Score -2.203557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186424 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22035564.000000 Penalty: 6020.361816
	Iteration 26Q: 3 clusters Score -2.203556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186425 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22035564.000000 Penalty: 6020.361816
	Iteration 27Q: 3 clusters Score -2.203556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186426 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22035574.000000 Penalty: 6020.361816
	Iteration 28Q: 3 clusters Score -2.203557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186426 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22035574.000000 Penalty: 6020.361816
	Iteration 29Q: 3 clusters Score -2.203557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186429 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22035576.000000 Penalty: 6020.361816
	Iteration 30Q: 3 clusters Score -2.203558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186429 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22035580.000000 Penalty: 6020.361816
	Iteration 31Q: 3 clusters Score -2.203558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186429 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22035580.000000 Penalty: 6020.361816
	Iteration 32F: 3 clusters Score -2.203558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -32412.824219 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -32412.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31131.984375 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -31131.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31302.705078 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -31302.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31366.523438 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -31366.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31420.505859 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -31420.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31471.318359 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -31471.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31536.453125 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -31536.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31625.685547 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -31625.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31713.246094 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -31713.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31851.015625 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -31851.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31929.154297 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -31929.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31935.960938 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -31935.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31939.414062 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -31939.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31942.603516 Penalty: 2862.634766
	Iteration 12Q: 3 clusters Score -31942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31945.722656 Penalty: 2862.634766
	Iteration 13Q: 3 clusters Score -31945.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31947.572266 Penalty: 2862.634766
	Iteration 14Q: 3 clusters Score -31947.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31948.009766 Penalty: 2862.634766
	Iteration 15F: 3 clusters Score -31948.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31971.332031 Penalty: 2862.634766
	Iteration 16Q: 3 clusters Score -31971.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31985.509766 Penalty: 2862.634766
	Iteration 17Q: 3 clusters Score -31985.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31985.509766 Penalty: 2862.634766
	Iteration 18F: 3 clusters Score -31985.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -388536.562500 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -388536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -385470.406250 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -385470.4 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -386354.031250 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -386354 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -386708.156250 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -386708.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -386994.812500 Penalty: 3924.924805
	Iteration 3F: 3 clusters Score -386994.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -387189.843750 Penalty: 3924.924805
	Iteration 4F: 3 clusters Score -387189.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -387391.781250 Penalty: 3924.924805
	Iteration 5F: 3 clusters Score -387391.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -387500.687500 Penalty: 3924.924805
	Iteration 6Q: 3 clusters Score -387500.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -387569.312500 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -387569.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -387635.812500 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -387635.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -387683.937500 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -387683.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -387717.625000 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -387717.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -387759.906250 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -387759.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -387827.531250 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -387827.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -387901.250000 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -387901.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -388001.062500 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -388001.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -388060.062500 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -388060.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -388092.343750 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -388092.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -388134.218750 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -388134.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -388166.031250 Penalty: 3924.924805
	Iteration 18Q: 3 clusters Score -388166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -388193.218750 Penalty: 3924.924805
	Iteration 19Q: 3 clusters Score -388193.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -388224.312500 Penalty: 3924.924805
	Iteration 20F: 3 clusters Score -388224.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -388247.687500 Penalty: 3924.924805
	Iteration 21Q: 3 clusters Score -388247.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -388266.750000 Penalty: 3924.924805
	Iteration 22Q: 3 clusters Score -388266.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -388299.406250 Penalty: 3924.924805
	Iteration 23Q: 3 clusters Score -388299.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -388327.531250 Penalty: 3924.924805
	Iteration 24Q: 3 clusters Score -388327.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -388337.937500 Penalty: 3924.924805
	Iteration 25Q: 3 clusters Score -388337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -388341.468750 Penalty: 3924.924805
	Iteration 26Q: 3 clusters Score -388341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -388343.312500 Penalty: 3924.924805
	Iteration 27Q: 3 clusters Score -388343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -388345.718750 Penalty: 3924.924805
	Iteration 28Q: 3 clusters Score -388345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -388345.718750 Penalty: 3924.924805
	Iteration 29F: 3 clusters Score -388345.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -221843.171875 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -221843.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219283.906250 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -219283.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -219722.234375 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -219722.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -219833.890625 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -219833.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -219901.750000 Penalty: 3742.775391
	Iteration 3Q: 3 clusters Score -219901.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -219956.796875 Penalty: 3742.775391
	Iteration 4Q: 3 clusters Score -219956.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -220010.906250 Penalty: 3742.775391
	Iteration 5Q: 3 clusters Score -220010.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -220040.937500 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -220040.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -220077.203125 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -220077.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -220108.218750 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -220108.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -220133.640625 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -220133.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -220152.984375 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -220153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -220167.937500 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -220167.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -220181.781250 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -220181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -220192.515625 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -220192.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -220203.125000 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -220203.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -220212.343750 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -220212.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -220217.500000 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -220217.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -220221.421875 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -220221.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -220222.687500 Penalty: 3742.775391
	Iteration 18Q: 3 clusters Score -220222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -220224.109375 Penalty: 3742.775391
	Iteration 19Q: 3 clusters Score -220224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -220224.109375 Penalty: 3742.775391
	Iteration 20F: 3 clusters Score -220224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -317223.406250 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -317223.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -314220.781250 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -314220.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -314790.781250 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -314790.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -314913.781250 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -314913.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -314982.875000 Penalty: 3915.211670
	Iteration 3Q: 3 clusters Score -314982.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -315033.187500 Penalty: 3915.211670
	Iteration 4Q: 3 clusters Score -315033.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -315069.781250 Penalty: 3915.211670
	Iteration 5Q: 3 clusters Score -315069.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -315100.593750 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -315100.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -315130.718750 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -315130.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -315164.750000 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -315164.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -315187.750000 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -315187.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -315211.375000 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -315211.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -315243.593750 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -315243.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -315275.718750 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -315275.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -315324.343750 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -315324.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -315398.000000 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -315398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -315485.625000 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -315485.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -315572.031250 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -315572 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -315671.593750 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -315671.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -315758.562500 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -315758.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -315846.375000 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -315846.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -315923.250000 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -315923.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -315979.718750 Penalty: 3915.211670
	Iteration 21Q: 3 clusters Score -315979.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -316037.000000 Penalty: 3915.211670
	Iteration 22Q: 3 clusters Score -316037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -316069.312500 Penalty: 3915.211670
	Iteration 23Q: 3 clusters Score -316069.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -316091.750000 Penalty: 3915.211670
	Iteration 24Q: 3 clusters Score -316091.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -316104.218750 Penalty: 3915.211670
	Iteration 25Q: 3 clusters Score -316104.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -316109.625000 Penalty: 3915.211670
	Iteration 26Q: 3 clusters Score -316109.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -316120.343750 Penalty: 3915.211670
	Iteration 27Q: 3 clusters Score -316120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -316123.968750 Penalty: 3915.211670
	Iteration 28Q: 3 clusters Score -316124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -316129.406250 Penalty: 3915.211670
	Iteration 29Q: 3 clusters Score -316129.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -316137.093750 Penalty: 3915.211670
	Iteration 30Q: 3 clusters Score -316137.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -316143.656250 Penalty: 3915.211670
	Iteration 31Q: 3 clusters Score -316143.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -316146.093750 Penalty: 3915.211670
	Iteration 32Q: 3 clusters Score -316146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -316147.062500 Penalty: 3915.211670
	Iteration 33Q: 3 clusters Score -316147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -316149.687500 Penalty: 3915.211670
	Iteration 34Q: 3 clusters Score -316149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -316152.093750 Penalty: 3915.211670
	Iteration 35Q: 3 clusters Score -316152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -316154.781250 Penalty: 3915.211670
	Iteration 36Q: 3 clusters Score -316154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -316155.406250 Penalty: 3915.211670
	Iteration 37Q: 3 clusters Score -316155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -316157.812500 Penalty: 3915.211670
	Iteration 38Q: 3 clusters Score -316157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -316159.968750 Penalty: 3915.211670
	Iteration 39Q: 3 clusters Score -316160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -316162.187500 Penalty: 3915.211670
	Iteration 40F: 3 clusters Score -316162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -316164.000000 Penalty: 3915.211670
	Iteration 41Q: 3 clusters Score -316164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -316164.000000 Penalty: 3915.211670
	Iteration 42F: 3 clusters Score -316164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -636755.125000 Penalty: 2129.968506
	Iteration 0F: 2 clusters Score -636755.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -632022.500000 Penalty: 4259.937012
	Iteration 0F: 3 clusters Score -632022.5 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -633143.187500 Penalty: 4259.937012
	Iteration 1F: 3 clusters Score -633143.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -633409.437500 Penalty: 4259.937012
	Iteration 2F: 3 clusters Score -633409.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -633585.875000 Penalty: 4259.937012
	Iteration 3F: 3 clusters Score -633585.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -633726.750000 Penalty: 4259.937012
	Iteration 4Q: 3 clusters Score -633726.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -633855.187500 Penalty: 4259.937012
	Iteration 5Q: 3 clusters Score -633855.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -633985.500000 Penalty: 4259.937012
	Iteration 6Q: 3 clusters Score -633985.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -634144.000000 Penalty: 4259.937012
	Iteration 7Q: 3 clusters Score -634144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -634299.812500 Penalty: 4259.937012
	Iteration 8Q: 3 clusters Score -634299.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -634472.437500 Penalty: 4259.937012
	Iteration 9Q: 3 clusters Score -634472.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -634641.875000 Penalty: 4259.937012
	Iteration 10Q: 3 clusters Score -634641.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -634791.437500 Penalty: 4259.937012
	Iteration 11Q: 3 clusters Score -634791.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -634922.187500 Penalty: 4259.937012
	Iteration 12Q: 3 clusters Score -634922.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -635031.250000 Penalty: 4259.937012
	Iteration 13Q: 3 clusters Score -635031.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -635112.250000 Penalty: 4259.937012
	Iteration 14Q: 3 clusters Score -635112.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -635167.375000 Penalty: 4259.937012
	Iteration 15Q: 3 clusters Score -635167.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -635216.500000 Penalty: 4259.937012
	Iteration 16Q: 3 clusters Score -635216.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -635262.625000 Penalty: 4259.937012
	Iteration 17Q: 3 clusters Score -635262.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -635294.125000 Penalty: 4259.937012
	Iteration 18Q: 3 clusters Score -635294.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -635322.125000 Penalty: 4259.937012
	Iteration 19Q: 3 clusters Score -635322.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -635352.062500 Penalty: 4259.937012
	Iteration 20F: 3 clusters Score -635352.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -635382.437500 Penalty: 4259.937012
	Iteration 21Q: 3 clusters Score -635382.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -635415.375000 Penalty: 4259.937012
	Iteration 22Q: 3 clusters Score -635415.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -635449.437500 Penalty: 4259.937012
	Iteration 23Q: 3 clusters Score -635449.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -635496.875000 Penalty: 4259.937012
	Iteration 24Q: 3 clusters Score -635496.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -635543.875000 Penalty: 4259.937012
	Iteration 25Q: 3 clusters Score -635543.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -635586.125000 Penalty: 4259.937012
	Iteration 26Q: 3 clusters Score -635586.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -635623.312500 Penalty: 4259.937012
	Iteration 27Q: 3 clusters Score -635623.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -635650.812500 Penalty: 4259.937012
	Iteration 28Q: 3 clusters Score -635650.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -635677.562500 Penalty: 4259.937012
	Iteration 29Q: 3 clusters Score -635677.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -635702.437500 Penalty: 4259.937012
	Iteration 30Q: 3 clusters Score -635702.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -635716.625000 Penalty: 4259.937012
	Iteration 31Q: 3 clusters Score -635716.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -635727.437500 Penalty: 4259.937012
	Iteration 32Q: 3 clusters Score -635727.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -635732.312500 Penalty: 4259.937012
	Iteration 33Q: 3 clusters Score -635732.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -635735.750000 Penalty: 4259.937012
	Iteration 34Q: 3 clusters Score -635735.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -635739.250000 Penalty: 4259.937012
	Iteration 35Q: 3 clusters Score -635739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -635742.125000 Penalty: 4259.937012
	Iteration 36Q: 3 clusters Score -635742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -635742.437500 Penalty: 4259.937012
	Iteration 37Q: 3 clusters Score -635742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -635742.125000 Penalty: 4259.937012
	Iteration 38Q: 3 clusters Score -635742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -635743.125000 Penalty: 4259.937012
	Iteration 39Q: 3 clusters Score -635743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -635743.125000 Penalty: 4259.937012
	Iteration 40F: 3 clusters Score -635743.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Entering Unmasked Estep 
Score: -734023.000000 Penalty: 2162.997803
	Iteration 0F: 2 clusters Score -734023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -728823.187500 Penalty: 4325.995605
	Iteration 0F: 3 clusters Score -728823.2 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -730179.500000 Penalty: 4325.995605
	Iteration 1F: 3 clusters Score -730179.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -730440.875000 Penalty: 4325.995605
	Iteration 2F: 3 clusters Score -730440.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -730603.312500 Penalty: 4325.995605
	Iteration 3F: 3 clusters Score -730603.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -730748.000000 Penalty: 4325.995605
	Iteration 4Q: 3 clusters Score -730748 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -730905.062500 Penalty: 4325.995605
	Iteration 5Q: 3 clusters Score -730905.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -731059.625000 Penalty: 4325.995605
	Iteration 6Q: 3 clusters Score -731059.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -731195.062500 Penalty: 4325.995605
	Iteration 7Q: 3 clusters Score -731195.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -731307.000000 Penalty: 4325.995605
	Iteration 8Q: 3 clusters Score -731307 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -731406.062500 Penalty: 4325.995605
	Iteration 9Q: 3 clusters Score -731406.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -731487.437500 Penalty: 4325.995605
	Iteration 10Q: 3 clusters Score -731487.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -731554.000000 Penalty: 4325.995605
	Iteration 11Q: 3 clusters Score -731554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -731604.812500 Penalty: 4325.995605
	Iteration 12Q: 3 clusters Score -731604.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -731647.312500 Penalty: 4325.995605
	Iteration 13Q: 3 clusters Score -731647.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -731681.687500 Penalty: 4325.995605
	Iteration 14Q: 3 clusters Score -731681.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -731716.312500 Penalty: 4325.995605
	Iteration 15Q: 3 clusters Score -731716.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -731747.937500 Penalty: 4325.995605
	Iteration 16Q: 3 clusters Score -731747.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -731771.937500 Penalty: 4325.995605
	Iteration 17Q: 3 clusters Score -731771.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -731789.125000 Penalty: 4325.995605
	Iteration 18Q: 3 clusters Score -731789.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -731802.062500 Penalty: 4325.995605
	Iteration 19Q: 3 clusters Score -731802.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -731813.000000 Penalty: 4325.995605
	Iteration 20F: 3 clusters Score -731813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -731823.500000 Penalty: 4325.995605
	Iteration 21Q: 3 clusters Score -731823.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -731830.500000 Penalty: 4325.995605
	Iteration 22Q: 3 clusters Score -731830.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -731840.125000 Penalty: 4325.995605
	Iteration 23Q: 3 clusters Score -731840.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -731851.625000 Penalty: 4325.995605
	Iteration 24Q: 3 clusters Score -731851.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -731858.187500 Penalty: 4325.995605
	Iteration 25Q: 3 clusters Score -731858.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -731871.625000 Penalty: 4325.995605
	Iteration 26Q: 3 clusters Score -731871.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -731880.187500 Penalty: 4325.995605
	Iteration 27Q: 3 clusters Score -731880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -731888.625000 Penalty: 4325.995605
	Iteration 28Q: 3 clusters Score -731888.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -731899.562500 Penalty: 4325.995605
	Iteration 29Q: 3 clusters Score -731899.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -731912.312500 Penalty: 4325.995605
	Iteration 30Q: 3 clusters Score -731912.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -731922.875000 Penalty: 4325.995605
	Iteration 31Q: 3 clusters Score -731922.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -731938.375000 Penalty: 4325.995605
	Iteration 32Q: 3 clusters Score -731938.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -731948.437500 Penalty: 4325.995605
	Iteration 33Q: 3 clusters Score -731948.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -731950.750000 Penalty: 4325.995605
	Iteration 34Q: 3 clusters Score -731950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -731954.812500 Penalty: 4325.995605
	Iteration 35Q: 3 clusters Score -731954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -731957.500000 Penalty: 4325.995605
	Iteration 36Q: 3 clusters Score -731957.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -731958.312500 Penalty: 4325.995605
	Iteration 37Q: 3 clusters Score -731958.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -731961.000000 Penalty: 4325.995605
	Iteration 38Q: 3 clusters Score -731961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -731962.875000 Penalty: 4325.995605
	Iteration 39Q: 3 clusters Score -731962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -731967.875000 Penalty: 4325.995605
	Iteration 40F: 3 clusters Score -731967.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -731973.375000 Penalty: 4325.995605
	Iteration 41Q: 3 clusters Score -731973.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -731976.750000 Penalty: 4325.995605
	Iteration 42Q: 3 clusters Score -731976.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -731981.312500 Penalty: 4325.995605
	Iteration 43Q: 3 clusters Score -731981.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -731987.625000 Penalty: 4325.995605
	Iteration 44Q: 3 clusters Score -731987.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -731992.187500 Penalty: 4325.995605
	Iteration 45Q: 3 clusters Score -731992.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -731997.000000 Penalty: 4325.995605
	Iteration 46Q: 3 clusters Score -731997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -732002.000000 Penalty: 4325.995605
	Iteration 47Q: 3 clusters Score -732002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -732006.187500 Penalty: 4325.995605
	Iteration 48Q: 3 clusters Score -732006.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -732014.687500 Penalty: 4325.995605
	Iteration 49Q: 3 clusters Score -732014.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -732025.750000 Penalty: 4325.995605
	Iteration 50Q: 3 clusters Score -732025.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -732037.687500 Penalty: 4325.995605
	Iteration 51Q: 3 clusters Score -732037.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -732055.812500 Penalty: 4325.995605
	Iteration 52Q: 3 clusters Score -732055.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -732070.750000 Penalty: 4325.995605
	Iteration 53Q: 3 clusters Score -732070.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -732081.937500 Penalty: 4325.995605
	Iteration 54Q: 3 clusters Score -732081.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -732097.937500 Penalty: 4325.995605
	Iteration 55Q: 3 clusters Score -732097.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -732111.437500 Penalty: 4325.995605
	Iteration 56Q: 3 clusters Score -732111.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -732122.875000 Penalty: 4325.995605
	Iteration 57Q: 3 clusters Score -732122.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -732128.937500 Penalty: 4325.995605
	Iteration 58Q: 3 clusters Score -732128.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -732135.250000 Penalty: 4325.995605
	Iteration 59Q: 3 clusters Score -732135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -732138.437500 Penalty: 4325.995605
	Iteration 60F: 3 clusters Score -732138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -732142.937500 Penalty: 4325.995605
	Iteration 61Q: 3 clusters Score -732142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -732150.437500 Penalty: 4325.995605
	Iteration 62Q: 3 clusters Score -732150.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -732160.500000 Penalty: 4325.995605
	Iteration 63Q: 3 clusters Score -732160.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -732170.937500 Penalty: 4325.995605
	Iteration 64Q: 3 clusters Score -732170.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -732179.937500 Penalty: 4325.995605
	Iteration 65Q: 3 clusters Score -732179.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -732186.062500 Penalty: 4325.995605
	Iteration 66Q: 3 clusters Score -732186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -732191.312500 Penalty: 4325.995605
	Iteration 67Q: 3 clusters Score -732191.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -732193.937500 Penalty: 4325.995605
	Iteration 68Q: 3 clusters Score -732193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -732195.187500 Penalty: 4325.995605
	Iteration 69Q: 3 clusters Score -732195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -732196.562500 Penalty: 4325.995605
	Iteration 70Q: 3 clusters Score -732196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -732197.687500 Penalty: 4325.995605
	Iteration 71Q: 3 clusters Score -732197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -732199.062500 Penalty: 4325.995605
	Iteration 72Q: 3 clusters Score -732199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -732200.062500 Penalty: 4325.995605
	Iteration 73Q: 3 clusters Score -732200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -732201.062500 Penalty: 4325.995605
	Iteration 74Q: 3 clusters Score -732201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -732205.312500 Penalty: 4325.995605
	Iteration 75Q: 3 clusters Score -732205.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -732207.750000 Penalty: 4325.995605
	Iteration 76Q: 3 clusters Score -732207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -732207.750000 Penalty: 4325.995605
	Iteration 77F: 3 clusters Score -732207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Entering Unmasked Estep 
Score: -1800168.125000 Penalty: 2417.055176
	Iteration 0F: 2 clusters Score -1800168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1787888.125000 Penalty: 4834.110352
	Iteration 0F: 3 clusters Score -1787888 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1792163.250000 Penalty: 4834.110352
	Iteration 1F: 3 clusters Score -1792163 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1792862.000000 Penalty: 4834.110352
	Iteration 2F: 3 clusters Score -1792862 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1793536.250000 Penalty: 4834.110352
	Iteration 3F: 3 clusters Score -1793536 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1794122.000000 Penalty: 4834.110352
	Iteration 4F: 3 clusters Score -1794122 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1794564.500000 Penalty: 4834.110352
	Iteration 5F: 3 clusters Score -1794564 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1794936.250000 Penalty: 4834.110352
	Iteration 6Q: 3 clusters Score -1794936 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1795239.875000 Penalty: 4834.110352
	Iteration 7Q: 3 clusters Score -1795240 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1795521.500000 Penalty: 4834.110352
	Iteration 8Q: 3 clusters Score -1795522 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1795747.125000 Penalty: 4834.110352
	Iteration 9Q: 3 clusters Score -1795747 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1795913.750000 Penalty: 4834.110352
	Iteration 10Q: 3 clusters Score -1795914 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1796055.500000 Penalty: 4834.110352
	Iteration 11Q: 3 clusters Score -1796056 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1796182.250000 Penalty: 4834.110352
	Iteration 12Q: 3 clusters Score -1796182 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1796303.875000 Penalty: 4834.110352
	Iteration 13Q: 3 clusters Score -1796304 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1796420.750000 Penalty: 4834.110352
	Iteration 14Q: 3 clusters Score -1796421 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1796506.625000 Penalty: 4834.110352
	Iteration 15Q: 3 clusters Score -1796507 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1796586.625000 Penalty: 4834.110352
	Iteration 16Q: 3 clusters Score -1796587 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1796641.000000 Penalty: 4834.110352
	Iteration 17Q: 3 clusters Score -1796641 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1796684.750000 Penalty: 4834.110352
	Iteration 18Q: 3 clusters Score -1796685 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1796750.125000 Penalty: 4834.110352
	Iteration 19Q: 3 clusters Score -1796750 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1796818.375000 Penalty: 4834.110352
	Iteration 20F: 3 clusters Score -1796818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1796869.625000 Penalty: 4834.110352
	Iteration 21Q: 3 clusters Score -1796870 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1796909.125000 Penalty: 4834.110352
	Iteration 22Q: 3 clusters Score -1796909 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1796939.000000 Penalty: 4834.110352
	Iteration 23Q: 3 clusters Score -1796939 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1796961.375000 Penalty: 4834.110352
	Iteration 24Q: 3 clusters Score -1796961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1796973.125000 Penalty: 4834.110352
	Iteration 25Q: 3 clusters Score -1796973 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1797003.375000 Penalty: 4834.110352
	Iteration 26Q: 3 clusters Score -1797003 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1797030.000000 Penalty: 4834.110352
	Iteration 27Q: 3 clusters Score -1797030 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1797061.500000 Penalty: 4834.110352
	Iteration 28Q: 3 clusters Score -1797062 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1797103.375000 Penalty: 4834.110352
	Iteration 29Q: 3 clusters Score -1797103 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1797151.375000 Penalty: 4834.110352
	Iteration 30Q: 3 clusters Score -1797151 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1797198.250000 Penalty: 4834.110352
	Iteration 31Q: 3 clusters Score -1797198 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1797251.250000 Penalty: 4834.110352
	Iteration 32Q: 3 clusters Score -1797251 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1797278.250000 Penalty: 4834.110352
	Iteration 33Q: 3 clusters Score -1797278 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1797322.375000 Penalty: 4834.110352
	Iteration 34Q: 3 clusters Score -1797322 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1797362.500000 Penalty: 4834.110352
	Iteration 35Q: 3 clusters Score -1797362 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1797399.375000 Penalty: 4834.110352
	Iteration 36Q: 3 clusters Score -1797399 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1797435.375000 Penalty: 4834.110352
	Iteration 37Q: 3 clusters Score -1797435 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1797470.375000 Penalty: 4834.110352
	Iteration 38Q: 3 clusters Score -1797470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1797510.500000 Penalty: 4834.110352
	Iteration 39Q: 3 clusters Score -1797510 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1797536.375000 Penalty: 4834.110352
	Iteration 40F: 3 clusters Score -1797536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1797559.500000 Penalty: 4834.110352
	Iteration 41Q: 3 clusters Score -1797560 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1797577.625000 Penalty: 4834.110352
	Iteration 42Q: 3 clusters Score -1797578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1797603.250000 Penalty: 4834.110352
	Iteration 43Q: 3 clusters Score -1797603 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1797640.875000 Penalty: 4834.110352
	Iteration 44Q: 3 clusters Score -1797641 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1797660.375000 Penalty: 4834.110352
	Iteration 45Q: 3 clusters Score -1797660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1797669.000000 Penalty: 4834.110352
	Iteration 46Q: 3 clusters Score -1797669 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1797690.750000 Penalty: 4834.110352
	Iteration 47Q: 3 clusters Score -1797691 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1797708.875000 Penalty: 4834.110352
	Iteration 48Q: 3 clusters Score -1797709 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1797719.500000 Penalty: 4834.110352
	Iteration 49Q: 3 clusters Score -1797720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1797749.125000 Penalty: 4834.110352
	Iteration 50Q: 3 clusters Score -1797749 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1797769.750000 Penalty: 4834.110352
	Iteration 51Q: 3 clusters Score -1797770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1797783.375000 Penalty: 4834.110352
	Iteration 52Q: 3 clusters Score -1797783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1797805.875000 Penalty: 4834.110352
	Iteration 53Q: 3 clusters Score -1797806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1797821.125000 Penalty: 4834.110352
	Iteration 54Q: 3 clusters Score -1797821 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1797844.250000 Penalty: 4834.110352
	Iteration 55Q: 3 clusters Score -1797844 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1797871.625000 Penalty: 4834.110352
	Iteration 56Q: 3 clusters Score -1797872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1797898.875000 Penalty: 4834.110352
	Iteration 57Q: 3 clusters Score -1797899 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1797925.000000 Penalty: 4834.110352
	Iteration 58Q: 3 clusters Score -1797925 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1797959.625000 Penalty: 4834.110352
	Iteration 59Q: 3 clusters Score -1797960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1797984.375000 Penalty: 4834.110352
	Iteration 60F: 3 clusters Score -1797984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1798008.125000 Penalty: 4834.110352
	Iteration 61Q: 3 clusters Score -1798008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1798022.500000 Penalty: 4834.110352
	Iteration 62Q: 3 clusters Score -1798022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1798039.500000 Penalty: 4834.110352
	Iteration 63Q: 3 clusters Score -1798040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1798053.250000 Penalty: 4834.110352
	Iteration 64Q: 3 clusters Score -1798053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1798073.250000 Penalty: 4834.110352
	Iteration 65Q: 3 clusters Score -1798073 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1798082.500000 Penalty: 4834.110352
	Iteration 66Q: 3 clusters Score -1798082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1798090.000000 Penalty: 4834.110352
	Iteration 67Q: 3 clusters Score -1798090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1798101.875000 Penalty: 4834.110352
	Iteration 68Q: 3 clusters Score -1798102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1798109.375000 Penalty: 4834.110352
	Iteration 69Q: 3 clusters Score -1798109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1798108.375000 Penalty: 4834.110352
	Iteration 70Q: 3 clusters Score -1798108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1798118.375000 Penalty: 4834.110352
	Iteration 71Q: 3 clusters Score -1798118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1798131.125000 Penalty: 4834.110352
	Iteration 72Q: 3 clusters Score -1798131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1798137.250000 Penalty: 4834.110352
	Iteration 73Q: 3 clusters Score -1798137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1798152.250000 Penalty: 4834.110352
	Iteration 74Q: 3 clusters Score -1798152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1798165.375000 Penalty: 4834.110352
	Iteration 75Q: 3 clusters Score -1798165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1798172.000000 Penalty: 4834.110352
	Iteration 76Q: 3 clusters Score -1798172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1798180.125000 Penalty: 4834.110352
	Iteration 77Q: 3 clusters Score -1798180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1798193.750000 Penalty: 4834.110352
	Iteration 78Q: 3 clusters Score -1798194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1798213.000000 Penalty: 4834.110352
	Iteration 79Q: 3 clusters Score -1798213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1798228.625000 Penalty: 4834.110352
	Iteration 80F: 3 clusters Score -1798229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1798240.625000 Penalty: 4834.110352
	Iteration 81Q: 3 clusters Score -1798241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1798254.875000 Penalty: 4834.110352
	Iteration 82Q: 3 clusters Score -1798255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1798273.750000 Penalty: 4834.110352
	Iteration 83Q: 3 clusters Score -1798274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1798279.625000 Penalty: 4834.110352
	Iteration 84Q: 3 clusters Score -1798280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1798295.750000 Penalty: 4834.110352
	Iteration 85Q: 3 clusters Score -1798296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1798316.375000 Penalty: 4834.110352
	Iteration 86Q: 3 clusters Score -1798316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1798320.625000 Penalty: 4834.110352
	Iteration 87Q: 3 clusters Score -1798321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1798334.375000 Penalty: 4834.110352
	Iteration 88Q: 3 clusters Score -1798334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1798354.750000 Penalty: 4834.110352
	Iteration 89Q: 3 clusters Score -1798355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1798362.000000 Penalty: 4834.110352
	Iteration 90Q: 3 clusters Score -1798362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1798371.125000 Penalty: 4834.110352
	Iteration 91Q: 3 clusters Score -1798371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1798378.375000 Penalty: 4834.110352
	Iteration 92Q: 3 clusters Score -1798378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1798385.000000 Penalty: 4834.110352
	Iteration 93Q: 3 clusters Score -1798385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1798401.125000 Penalty: 4834.110352
	Iteration 94Q: 3 clusters Score -1798401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1798417.125000 Penalty: 4834.110352
	Iteration 95Q: 3 clusters Score -1798417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1798433.250000 Penalty: 4834.110352
	Iteration 96Q: 3 clusters Score -1798433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1798450.000000 Penalty: 4834.110352
	Iteration 97Q: 3 clusters Score -1798450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1798468.000000 Penalty: 4834.110352
	Iteration 98Q: 3 clusters Score -1798468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1798490.250000 Penalty: 4834.110352
	Iteration 99Q: 3 clusters Score -1798490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1798506.875000 Penalty: 4834.110352
	Iteration 100F: 3 clusters Score -1798507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1798520.500000 Penalty: 4834.110352
	Iteration 101Q: 3 clusters Score -1798520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1798539.000000 Penalty: 4834.110352
	Iteration 102Q: 3 clusters Score -1798539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1798557.375000 Penalty: 4834.110352
	Iteration 103Q: 3 clusters Score -1798557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1798578.125000 Penalty: 4834.110352
	Iteration 104Q: 3 clusters Score -1798578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1798603.250000 Penalty: 4834.110352
	Iteration 105Q: 3 clusters Score -1798603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1798627.250000 Penalty: 4834.110352
	Iteration 106Q: 3 clusters Score -1798627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1798645.875000 Penalty: 4834.110352
	Iteration 107Q: 3 clusters Score -1798646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1798659.500000 Penalty: 4834.110352
	Iteration 108Q: 3 clusters Score -1798660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1798675.000000 Penalty: 4834.110352
	Iteration 109Q: 3 clusters Score -1798675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1798689.000000 Penalty: 4834.110352
	Iteration 110Q: 3 clusters Score -1798689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1798699.375000 Penalty: 4834.110352
	Iteration 111Q: 3 clusters Score -1798699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1798708.500000 Penalty: 4834.110352
	Iteration 112Q: 3 clusters Score -1798708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1798718.125000 Penalty: 4834.110352
	Iteration 113Q: 3 clusters Score -1798718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1798726.625000 Penalty: 4834.110352
	Iteration 114Q: 3 clusters Score -1798727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1798735.750000 Penalty: 4834.110352
	Iteration 115Q: 3 clusters Score -1798736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1798741.875000 Penalty: 4834.110352
	Iteration 116Q: 3 clusters Score -1798742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1798745.625000 Penalty: 4834.110352
	Iteration 117Q: 3 clusters Score -1798746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1798755.250000 Penalty: 4834.110352
	Iteration 118Q: 3 clusters Score -1798755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1798757.750000 Penalty: 4834.110352
	Iteration 119Q: 3 clusters Score -1798758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1798766.875000 Penalty: 4834.110352
	Iteration 120F: 3 clusters Score -1798767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1798771.750000 Penalty: 4834.110352
	Iteration 121Q: 3 clusters Score -1798772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1798781.000000 Penalty: 4834.110352
	Iteration 122Q: 3 clusters Score -1798781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1798789.750000 Penalty: 4834.110352
	Iteration 123Q: 3 clusters Score -1798790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1798793.875000 Penalty: 4834.110352
	Iteration 124Q: 3 clusters Score -1798794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1798798.125000 Penalty: 4834.110352
	Iteration 125Q: 3 clusters Score -1798798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1798800.625000 Penalty: 4834.110352
	Iteration 126Q: 3 clusters Score -1798801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1798805.000000 Penalty: 4834.110352
	Iteration 127Q: 3 clusters Score -1798805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1798807.000000 Penalty: 4834.110352
	Iteration 128Q: 3 clusters Score -1798807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1798810.625000 Penalty: 4834.110352
	Iteration 129Q: 3 clusters Score -1798811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1798810.875000 Penalty: 4834.110352
	Iteration 130Q: 3 clusters Score -1798811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1798814.125000 Penalty: 4834.110352
	Iteration 131Q: 3 clusters Score -1798814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1798817.125000 Penalty: 4834.110352
	Iteration 132Q: 3 clusters Score -1798817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1798819.750000 Penalty: 4834.110352
	Iteration 133Q: 3 clusters Score -1798820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1798818.750000 Penalty: 4834.110352
	Iteration 134Q: 3 clusters Score -1798819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1798825.875000 Penalty: 4834.110352
	Iteration 135Q: 3 clusters Score -1798826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1798827.375000 Penalty: 4834.110352
	Iteration 136Q: 3 clusters Score -1798827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1798833.125000 Penalty: 4834.110352
	Iteration 137Q: 3 clusters Score -1798833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1798837.250000 Penalty: 4834.110352
	Iteration 138Q: 3 clusters Score -1798837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1798838.500000 Penalty: 4834.110352
	Iteration 139Q: 3 clusters Score -1798838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1798837.750000 Penalty: 4834.110352
	Iteration 140F: 3 clusters Score -1798838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1798838.625000 Penalty: 4834.110352
	Iteration 141Q: 3 clusters Score -1798839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1798840.000000 Penalty: 4834.110352
	Iteration 142Q: 3 clusters Score -1798840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1798840.000000 Penalty: 4834.110352
	Iteration 143F: 3 clusters Score -1798840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Entering Unmasked Estep 
Score: -1567355.375000 Penalty: 2354.851562
	Iteration 0F: 2 clusters Score -1567355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1557600.875000 Penalty: 4709.703125
	Iteration 0F: 3 clusters Score -1557601 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1560723.750000 Penalty: 4709.703125
	Iteration 1F: 3 clusters Score -1560724 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1561212.750000 Penalty: 4709.703125
	Iteration 2F: 3 clusters Score -1561213 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1561735.250000 Penalty: 4709.703125
	Iteration 3F: 3 clusters Score -1561735 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1562317.375000 Penalty: 4709.703125
	Iteration 4F: 3 clusters Score -1562317 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1562830.625000 Penalty: 4709.703125
	Iteration 5F: 3 clusters Score -1562831 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1563221.875000 Penalty: 4709.703125
	Iteration 6F: 3 clusters Score -1563222 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1563569.250000 Penalty: 4709.703125
	Iteration 7Q: 3 clusters Score -1563569 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1563865.500000 Penalty: 4709.703125
	Iteration 8Q: 3 clusters Score -1563866 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1564098.375000 Penalty: 4709.703125
	Iteration 9Q: 3 clusters Score -1564098 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1564285.250000 Penalty: 4709.703125
	Iteration 10Q: 3 clusters Score -1564285 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1564466.250000 Penalty: 4709.703125
	Iteration 11Q: 3 clusters Score -1564466 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1564633.625000 Penalty: 4709.703125
	Iteration 12Q: 3 clusters Score -1564634 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1564792.625000 Penalty: 4709.703125
	Iteration 13Q: 3 clusters Score -1564793 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1564925.375000 Penalty: 4709.703125
	Iteration 14Q: 3 clusters Score -1564925 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1565055.875000 Penalty: 4709.703125
	Iteration 15Q: 3 clusters Score -1565056 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1565175.875000 Penalty: 4709.703125
	Iteration 16Q: 3 clusters Score -1565176 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1565274.625000 Penalty: 4709.703125
	Iteration 17Q: 3 clusters Score -1565275 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1565346.750000 Penalty: 4709.703125
	Iteration 18Q: 3 clusters Score -1565347 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1565418.750000 Penalty: 4709.703125
	Iteration 19Q: 3 clusters Score -1565419 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1565485.000000 Penalty: 4709.703125
	Iteration 20F: 3 clusters Score -1565485 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1565518.125000 Penalty: 4709.703125
	Iteration 21Q: 3 clusters Score -1565518 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1565554.125000 Penalty: 4709.703125
	Iteration 22Q: 3 clusters Score -1565554 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1565584.375000 Penalty: 4709.703125
	Iteration 23Q: 3 clusters Score -1565584 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1565624.500000 Penalty: 4709.703125
	Iteration 24Q: 3 clusters Score -1565624 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1565669.500000 Penalty: 4709.703125
	Iteration 25Q: 3 clusters Score -1565670 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1565704.625000 Penalty: 4709.703125
	Iteration 26Q: 3 clusters Score -1565705 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1565728.750000 Penalty: 4709.703125
	Iteration 27Q: 3 clusters Score -1565729 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1565764.125000 Penalty: 4709.703125
	Iteration 28Q: 3 clusters Score -1565764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1565788.750000 Penalty: 4709.703125
	Iteration 29Q: 3 clusters Score -1565789 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1565816.500000 Penalty: 4709.703125
	Iteration 30Q: 3 clusters Score -1565816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1565834.125000 Penalty: 4709.703125
	Iteration 31Q: 3 clusters Score -1565834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1565854.250000 Penalty: 4709.703125
	Iteration 32Q: 3 clusters Score -1565854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1565880.875000 Penalty: 4709.703125
	Iteration 33Q: 3 clusters Score -1565881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1565900.750000 Penalty: 4709.703125
	Iteration 34Q: 3 clusters Score -1565901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1565931.375000 Penalty: 4709.703125
	Iteration 35Q: 3 clusters Score -1565931 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1565969.875000 Penalty: 4709.703125
	Iteration 36Q: 3 clusters Score -1565970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1566008.750000 Penalty: 4709.703125
	Iteration 37Q: 3 clusters Score -1566009 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1566039.000000 Penalty: 4709.703125
	Iteration 38Q: 3 clusters Score -1566039 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1566084.000000 Penalty: 4709.703125
	Iteration 39Q: 3 clusters Score -1566084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1566111.250000 Penalty: 4709.703125
	Iteration 40F: 3 clusters Score -1566111 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1566145.875000 Penalty: 4709.703125
	Iteration 41Q: 3 clusters Score -1566146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1566185.625000 Penalty: 4709.703125
	Iteration 42Q: 3 clusters Score -1566186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1566222.250000 Penalty: 4709.703125
	Iteration 43Q: 3 clusters Score -1566222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1566251.750000 Penalty: 4709.703125
	Iteration 44Q: 3 clusters Score -1566252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1566279.750000 Penalty: 4709.703125
	Iteration 45Q: 3 clusters Score -1566280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1566329.125000 Penalty: 4709.703125
	Iteration 46Q: 3 clusters Score -1566329 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1566392.750000 Penalty: 4709.703125
	Iteration 47Q: 3 clusters Score -1566393 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1566476.875000 Penalty: 4709.703125
	Iteration 48Q: 3 clusters Score -1566477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1566542.375000 Penalty: 4709.703125
	Iteration 49Q: 3 clusters Score -1566542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1566598.875000 Penalty: 4709.703125
	Iteration 50Q: 3 clusters Score -1566599 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1566649.250000 Penalty: 4709.703125
	Iteration 51Q: 3 clusters Score -1566649 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1566695.875000 Penalty: 4709.703125
	Iteration 52Q: 3 clusters Score -1566696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1566737.875000 Penalty: 4709.703125
	Iteration 53Q: 3 clusters Score -1566738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1566763.125000 Penalty: 4709.703125
	Iteration 54Q: 3 clusters Score -1566763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1566798.875000 Penalty: 4709.703125
	Iteration 55Q: 3 clusters Score -1566799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1566832.500000 Penalty: 4709.703125
	Iteration 56Q: 3 clusters Score -1566832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1566850.125000 Penalty: 4709.703125
	Iteration 57Q: 3 clusters Score -1566850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1566859.250000 Penalty: 4709.703125
	Iteration 58Q: 3 clusters Score -1566859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1566862.500000 Penalty: 4709.703125
	Iteration 59Q: 3 clusters Score -1566862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1566868.750000 Penalty: 4709.703125
	Iteration 60F: 3 clusters Score -1566869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1566874.000000 Penalty: 4709.703125
	Iteration 61Q: 3 clusters Score -1566874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1566879.125000 Penalty: 4709.703125
	Iteration 62Q: 3 clusters Score -1566879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1566883.625000 Penalty: 4709.703125
	Iteration 63Q: 3 clusters Score -1566884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1566886.625000 Penalty: 4709.703125
	Iteration 64Q: 3 clusters Score -1566887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1566887.125000 Penalty: 4709.703125
	Iteration 65Q: 3 clusters Score -1566887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1566888.875000 Penalty: 4709.703125
	Iteration 66Q: 3 clusters Score -1566889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1566887.750000 Penalty: 4709.703125
	Iteration 67Q: 3 clusters Score -1566888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1566886.750000 Penalty: 4709.703125
	Iteration 68Q: 3 clusters Score -1566887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1566890.750000 Penalty: 4709.703125
	Iteration 69Q: 3 clusters Score -1566891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1566890.000000 Penalty: 4709.703125
	Iteration 70Q: 3 clusters Score -1566890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1566890.125000 Penalty: 4709.703125
	Iteration 71Q: 3 clusters Score -1566890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1566890.500000 Penalty: 4709.703125
	Iteration 72Q: 3 clusters Score -1566890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1566890.500000 Penalty: 4709.703125
	Iteration 73F: 3 clusters Score -1566890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -96269.210938 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -96269.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94673.289062 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -94673.29 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -95186.656250 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -95186.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -95436.734375 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -95436.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -95667.812500 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -95667.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -95826.515625 Penalty: 3257.069580
	Iteration 4F: 3 clusters Score -95826.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95952.476562 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -95952.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96095.140625 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -96095.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96361.234375 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -96361.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -96542.710938 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -96542.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -96687.734375 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -96687.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96772.781250 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -96772.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96786.429688 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -96786.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96790.460938 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -96790.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96792.625000 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -96792.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96798.203125 Penalty: 3257.069580
	Iteration 14F: 3 clusters Score -96798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96806.695312 Penalty: 3257.069580
	Iteration 15Q: 3 clusters Score -96806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96811.015625 Penalty: 3257.069580
	Iteration 16Q: 3 clusters Score -96811.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96811.015625 Penalty: 3257.069580
	Iteration 17F: 3 clusters Score -96811.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21768 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31793 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10167 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188261 members 
Mstep: Class 13 contains 186806 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17089 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 43244 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11536 members 
Mstep: Class 26 contains 51162 members 
Mstep: Class 27 contains 25621 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40899 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6181 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34652 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25196 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6508 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5560 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11248 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 342 members 
Entering Unmasked Estep 
Score: -133760896.000000 Penalty: 260018.453125
Splitting cluster 22 changes total score from -133761840.000000 to -133760896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (43244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Entering Unmasked Estep 
Score: -5075253.500000 Penalty: 2647.304199
	Iteration 0F: 2 clusters Score -5075254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5046079.000000 Penalty: 5294.608398
	Iteration 0F: 3 clusters Score -5046079 nChanged 19733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -5057498.000000 Penalty: 5294.608398
	Iteration 1F: 3 clusters Score -5057498 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -5058624.500000 Penalty: 5294.608398
	Iteration 2F: 3 clusters Score -5058624 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -5060252.000000 Penalty: 5294.608398
	Iteration 3F: 3 clusters Score -5060252 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -5062399.000000 Penalty: 5294.608398
	Iteration 4F: 3 clusters Score -5062399 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -5064866.500000 Penalty: 5294.608398
	Iteration 5F: 3 clusters Score -5064866 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -5067261.500000 Penalty: 5294.608398
	Iteration 6F: 3 clusters Score -5067262 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -5069433.000000 Penalty: 5294.608398
	Iteration 7F: 3 clusters Score -5069433 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -5071012.000000 Penalty: 5294.608398
	Iteration 8Q: 3 clusters Score -5071012 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -5071880.000000 Penalty: 5294.608398
	Iteration 9Q: 3 clusters Score -5071880 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -5072273.500000 Penalty: 5294.608398
	Iteration 10Q: 3 clusters Score -5072274 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -5072510.000000 Penalty: 5294.608398
	Iteration 11Q: 3 clusters Score -5072510 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -5072661.000000 Penalty: 5294.608398
	Iteration 12Q: 3 clusters Score -5072661 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -5072812.500000 Penalty: 5294.608398
	Iteration 13Q: 3 clusters Score -5072812 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -5072905.500000 Penalty: 5294.608398
	Iteration 14Q: 3 clusters Score -5072906 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -5072979.500000 Penalty: 5294.608398
	Iteration 15Q: 3 clusters Score -5072980 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -5073025.000000 Penalty: 5294.608398
	Iteration 16Q: 3 clusters Score -5073025 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -5073071.000000 Penalty: 5294.608398
	Iteration 17Q: 3 clusters Score -5073071 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5073112.000000 Penalty: 5294.608398
	Iteration 18Q: 3 clusters Score -5073112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -5073141.500000 Penalty: 5294.608398
	Iteration 19Q: 3 clusters Score -5073142 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -5073150.000000 Penalty: 5294.608398
	Iteration 20F: 3 clusters Score -5073150 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -5073178.000000 Penalty: 5294.608398
	Iteration 21Q: 3 clusters Score -5073178 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -5073193.000000 Penalty: 5294.608398
	Iteration 22Q: 3 clusters Score -5073193 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5073218.500000 Penalty: 5294.608398
	Iteration 23Q: 3 clusters Score -5073218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5073243.000000 Penalty: 5294.608398
	Iteration 24Q: 3 clusters Score -5073243 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5073250.500000 Penalty: 5294.608398
	Iteration 25Q: 3 clusters Score -5073250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -5073271.500000 Penalty: 5294.608398
	Iteration 26Q: 3 clusters Score -5073272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5073284.500000 Penalty: 5294.608398
	Iteration 27Q: 3 clusters Score -5073284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -5073288.500000 Penalty: 5294.608398
	Iteration 28Q: 3 clusters Score -5073288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5073307.000000 Penalty: 5294.608398
	Iteration 29Q: 3 clusters Score -5073307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5073346.000000 Penalty: 5294.608398
	Iteration 30Q: 3 clusters Score -5073346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -5073361.500000 Penalty: 5294.608398
	Iteration 31Q: 3 clusters Score -5073362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5073372.000000 Penalty: 5294.608398
	Iteration 32Q: 3 clusters Score -5073372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5073384.500000 Penalty: 5294.608398
	Iteration 33Q: 3 clusters Score -5073384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -5073396.500000 Penalty: 5294.608398
	Iteration 34Q: 3 clusters Score -5073396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -5073407.000000 Penalty: 5294.608398
	Iteration 35Q: 3 clusters Score -5073407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5073408.500000 Penalty: 5294.608398
	Iteration 36Q: 3 clusters Score -5073408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -5073411.500000 Penalty: 5294.608398
	Iteration 37Q: 3 clusters Score -5073412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5073412.500000 Penalty: 5294.608398
	Iteration 38Q: 3 clusters Score -5073412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -5073400.000000 Penalty: 5294.608398
	Iteration 39Q: 3 clusters Score -5073400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5073421.000000 Penalty: 5294.608398
	Iteration 40F: 3 clusters Score -5073421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -5073427.000000 Penalty: 5294.608398
	Iteration 41Q: 3 clusters Score -5073427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5073431.000000 Penalty: 5294.608398
	Iteration 42Q: 3 clusters Score -5073431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -5073450.000000 Penalty: 5294.608398
	Iteration 43Q: 3 clusters Score -5073450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -5073447.500000 Penalty: 5294.608398
	Iteration 44Q: 3 clusters Score -5073448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -5073456.000000 Penalty: 5294.608398
	Iteration 45Q: 3 clusters Score -5073456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -5073453.000000 Penalty: 5294.608398
	Iteration 46Q: 3 clusters Score -5073453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5073451.000000 Penalty: 5294.608398
	Iteration 47Q: 3 clusters Score -5073451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5073451.000000 Penalty: 5294.608398
	Iteration 48Q: 3 clusters Score -5073451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5073471.500000 Penalty: 5294.608398
	Iteration 49Q: 3 clusters Score -5073472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5073463.500000 Penalty: 5294.608398
	Iteration 50Q: 3 clusters Score -5073464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -5073466.000000 Penalty: 5294.608398
	Iteration 51Q: 3 clusters Score -5073466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5073467.000000 Penalty: 5294.608398
	Iteration 52Q: 3 clusters Score -5073467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -5073461.500000 Penalty: 5294.608398
	Iteration 53Q: 3 clusters Score -5073462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5073465.000000 Penalty: 5294.608398
	Iteration 54Q: 3 clusters Score -5073465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -5073465.000000 Penalty: 5294.608398
	Iteration 55Q: 3 clusters Score -5073465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -5073465.500000 Penalty: 5294.608398
	Iteration 56Q: 3 clusters Score -5073466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -5073456.000000 Penalty: 5294.608398
	Iteration 57Q: 3 clusters Score -5073456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -5073462.000000 Penalty: 5294.608398
	Iteration 58Q: 3 clusters Score -5073462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5073470.500000 Penalty: 5294.608398
	Iteration 59Q: 3 clusters Score -5073470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5073476.000000 Penalty: 5294.608398
	Iteration 60F: 3 clusters Score -5073476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -5073466.500000 Penalty: 5294.608398
	Iteration 61Q: 3 clusters Score -5073466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5073471.500000 Penalty: 5294.608398
	Iteration 62Q: 3 clusters Score -5073472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -5073476.000000 Penalty: 5294.608398
	Iteration 63Q: 3 clusters Score -5073476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -5073469.000000 Penalty: 5294.608398
	Iteration 64Q: 3 clusters Score -5073469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -5073475.000000 Penalty: 5294.608398
	Iteration 65Q: 3 clusters Score -5073475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -5073476.500000 Penalty: 5294.608398
	Iteration 66Q: 3 clusters Score -5073476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5073486.500000 Penalty: 5294.608398
	Iteration 67Q: 3 clusters Score -5073486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -5073480.000000 Penalty: 5294.608398
	Iteration 68Q: 3 clusters Score -5073480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5073480.000000 Penalty: 5294.608398
	Iteration 69Q: 3 clusters Score -5073480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -5073487.500000 Penalty: 5294.608398
	Iteration 70Q: 3 clusters Score -5073488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -5073480.000000 Penalty: 5294.608398
	Iteration 71Q: 3 clusters Score -5073480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5073476.000000 Penalty: 5294.608398
	Iteration 72Q: 3 clusters Score -5073476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -5073472.000000 Penalty: 5294.608398
	Iteration 73Q: 3 clusters Score -5073472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -5073473.500000 Penalty: 5294.608398
	Iteration 74Q: 3 clusters Score -5073474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -5073476.500000 Penalty: 5294.608398
	Iteration 75Q: 3 clusters Score -5073476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -5073478.000000 Penalty: 5294.608398
	Iteration 76Q: 3 clusters Score -5073478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5073484.000000 Penalty: 5294.608398
	Iteration 77Q: 3 clusters Score -5073484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5073482.000000 Penalty: 5294.608398
	Iteration 78Q: 3 clusters Score -5073482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -5073489.500000 Penalty: 5294.608398
	Iteration 79Q: 3 clusters Score -5073490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -5073486.500000 Penalty: 5294.608398
	Iteration 80F: 3 clusters Score -5073486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5073487.500000 Penalty: 5294.608398
	Iteration 81Q: 3 clusters Score -5073488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -5073484.500000 Penalty: 5294.608398
	Iteration 82Q: 3 clusters Score -5073484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -5073491.500000 Penalty: 5294.608398
	Iteration 83Q: 3 clusters Score -5073492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5073496.000000 Penalty: 5294.608398
	Iteration 84Q: 3 clusters Score -5073496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5073499.000000 Penalty: 5294.608398
	Iteration 85Q: 3 clusters Score -5073499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -5073504.000000 Penalty: 5294.608398
	Iteration 86Q: 3 clusters Score -5073504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5073505.000000 Penalty: 5294.608398
	Iteration 87Q: 3 clusters Score -5073505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -5073507.500000 Penalty: 5294.608398
	Iteration 88Q: 3 clusters Score -5073508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -5073509.500000 Penalty: 5294.608398
	Iteration 89Q: 3 clusters Score -5073510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -5073507.500000 Penalty: 5294.608398
	Iteration 90Q: 3 clusters Score -5073508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -5073506.000000 Penalty: 5294.608398
	Iteration 91Q: 3 clusters Score -5073506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -5073502.500000 Penalty: 5294.608398
	Iteration 92Q: 3 clusters Score -5073502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -5073502.000000 Penalty: 5294.608398
	Iteration 93Q: 3 clusters Score -5073502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -5073506.000000 Penalty: 5294.608398
	Iteration 94Q: 3 clusters Score -5073506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -5073501.000000 Penalty: 5294.608398
	Iteration 95Q: 3 clusters Score -5073501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5073506.000000 Penalty: 5294.608398
	Iteration 96Q: 3 clusters Score -5073506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5073497.500000 Penalty: 5294.608398
	Iteration 97Q: 3 clusters Score -5073498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -5073501.000000 Penalty: 5294.608398
	Iteration 98Q: 3 clusters Score -5073501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -5073501.000000 Penalty: 5294.608398
	Iteration 99Q: 3 clusters Score -5073501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5073504.500000 Penalty: 5294.608398
	Iteration 100F: 3 clusters Score -5073504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -5073509.000000 Penalty: 5294.608398
	Iteration 101Q: 3 clusters Score -5073509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -5073505.500000 Penalty: 5294.608398
	Iteration 102Q: 3 clusters Score -5073506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -5073505.500000 Penalty: 5294.608398
	Iteration 103Q: 3 clusters Score -5073506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -5073506.500000 Penalty: 5294.608398
	Iteration 104Q: 3 clusters Score -5073506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5073505.500000 Penalty: 5294.608398
	Iteration 105Q: 3 clusters Score -5073506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -5073505.500000 Penalty: 5294.608398
	Iteration 106Q: 3 clusters Score -5073506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5073506.000000 Penalty: 5294.608398
	Iteration 107Q: 3 clusters Score -5073506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5073503.500000 Penalty: 5294.608398
	Iteration 108Q: 3 clusters Score -5073504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -5073502.000000 Penalty: 5294.608398
	Iteration 109Q: 3 clusters Score -5073502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -5073502.000000 Penalty: 5294.608398
	Iteration 110F: 3 clusters Score -5073502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Entering Unmasked Estep 
Score: -673544.875000 Penalty: 2150.394043
	Iteration 0F: 2 clusters Score -673544.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -668505.000000 Penalty: 4300.788086
	Iteration 0F: 3 clusters Score -668505 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -669836.062500 Penalty: 4300.788086
	Iteration 1F: 3 clusters Score -669836.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -670189.812500 Penalty: 4300.788086
	Iteration 2F: 3 clusters Score -670189.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -670485.312500 Penalty: 4300.788086
	Iteration 3F: 3 clusters Score -670485.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -670784.937500 Penalty: 4300.788086
	Iteration 4F: 3 clusters Score -670784.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -671078.375000 Penalty: 4300.788086
	Iteration 5F: 3 clusters Score -671078.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -671391.687500 Penalty: 4300.788086
	Iteration 6F: 3 clusters Score -671391.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -671748.250000 Penalty: 4300.788086
	Iteration 7F: 3 clusters Score -671748.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -672074.437500 Penalty: 4300.788086
	Iteration 8F: 3 clusters Score -672074.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -672316.312500 Penalty: 4300.788086
	Iteration 9Q: 3 clusters Score -672316.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -672493.187500 Penalty: 4300.788086
	Iteration 10Q: 3 clusters Score -672493.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -672604.125000 Penalty: 4300.788086
	Iteration 11Q: 3 clusters Score -672604.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -672664.562500 Penalty: 4300.788086
	Iteration 12Q: 3 clusters Score -672664.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -672696.875000 Penalty: 4300.788086
	Iteration 13Q: 3 clusters Score -672696.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -672711.437500 Penalty: 4300.788086
	Iteration 14Q: 3 clusters Score -672711.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -672719.062500 Penalty: 4300.788086
	Iteration 15Q: 3 clusters Score -672719.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -672721.750000 Penalty: 4300.788086
	Iteration 16Q: 3 clusters Score -672721.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -672726.750000 Penalty: 4300.788086
	Iteration 17Q: 3 clusters Score -672726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -672727.750000 Penalty: 4300.788086
	Iteration 18Q: 3 clusters Score -672727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -672728.500000 Penalty: 4300.788086
	Iteration 19Q: 3 clusters Score -672728.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -672729.000000 Penalty: 4300.788086
	Iteration 20F: 3 clusters Score -672729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -672729.875000 Penalty: 4300.788086
	Iteration 21Q: 3 clusters Score -672729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -672729.875000 Penalty: 4300.788086
	Iteration 22F: 3 clusters Score -672729.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Entering Unmasked Estep 
Score: -1332946.125000 Penalty: 2319.600342
	Iteration 0F: 2 clusters Score -1332946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1324255.250000 Penalty: 4639.200684
	Iteration 0F: 3 clusters Score -1324255 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1326837.750000 Penalty: 4639.200684
	Iteration 1F: 3 clusters Score -1326838 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1327243.125000 Penalty: 4639.200684
	Iteration 2F: 3 clusters Score -1327243 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1327577.625000 Penalty: 4639.200684
	Iteration 3F: 3 clusters Score -1327578 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1327923.375000 Penalty: 4639.200684
	Iteration 4F: 3 clusters Score -1327923 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1328256.375000 Penalty: 4639.200684
	Iteration 5Q: 3 clusters Score -1328256 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1328628.125000 Penalty: 4639.200684
	Iteration 6Q: 3 clusters Score -1328628 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1328993.375000 Penalty: 4639.200684
	Iteration 7F: 3 clusters Score -1328993 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1329357.125000 Penalty: 4639.200684
	Iteration 8Q: 3 clusters Score -1329357 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1329745.125000 Penalty: 4639.200684
	Iteration 9Q: 3 clusters Score -1329745 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1330196.375000 Penalty: 4639.200684
	Iteration 10Q: 3 clusters Score -1330196 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1330692.625000 Penalty: 4639.200684
	Iteration 11Q: 3 clusters Score -1330693 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1331210.250000 Penalty: 4639.200684
	Iteration 12Q: 3 clusters Score -1331210 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1331728.875000 Penalty: 4639.200684
	Iteration 13Q: 3 clusters Score -1331729 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1332152.000000 Penalty: 4639.200684
	Iteration 14Q: 3 clusters Score -1332152 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1332536.500000 Penalty: 4639.200684
	Iteration 15Q: 3 clusters Score -1332536 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1332928.125000 Penalty: 4639.200684
	Iteration 16Q: 3 clusters Score -1332928 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1333307.250000 Penalty: 4639.200684
	Iteration 17Q: 3 clusters Score -1333307 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1333521.125000 Penalty: 4639.200684
	Iteration 18Q: 3 clusters Score -1333521 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1333623.125000 Penalty: 4639.200684
	Iteration 19Q: 3 clusters Score -1333623 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1333682.750000 Penalty: 4639.200684
	Iteration 20F: 3 clusters Score -1333683 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1333717.625000 Penalty: 4639.200684
	Iteration 21Q: 3 clusters Score -1333718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1333740.500000 Penalty: 4639.200684
	Iteration 22Q: 3 clusters Score -1333740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1333753.000000 Penalty: 4639.200684
	Iteration 23Q: 3 clusters Score -1333753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1333761.125000 Penalty: 4639.200684
	Iteration 24Q: 3 clusters Score -1333761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1333769.750000 Penalty: 4639.200684
	Iteration 25Q: 3 clusters Score -1333770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1333769.500000 Penalty: 4639.200684
	Iteration 26Q: 3 clusters Score -1333770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1333774.375000 Penalty: 4639.200684
	Iteration 27Q: 3 clusters Score -1333774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1333775.875000 Penalty: 4639.200684
	Iteration 28Q: 3 clusters Score -1333776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1333776.125000 Penalty: 4639.200684
	Iteration 29Q: 3 clusters Score -1333776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1333776.625000 Penalty: 4639.200684
	Iteration 30Q: 3 clusters Score -1333777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1333779.500000 Penalty: 4639.200684
	Iteration 31Q: 3 clusters Score -1333780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1333778.250000 Penalty: 4639.200684
	Iteration 32Q: 3 clusters Score -1333778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1333777.125000 Penalty: 4639.200684
	Iteration 33Q: 3 clusters Score -1333777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1333777.125000 Penalty: 4639.200684
	Iteration 34F: 3 clusters Score -1333777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21768 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31793 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10167 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188261 members 
Mstep: Class 13 contains 186806 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17089 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43244 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 6411 members 
Mstep: Class 26 contains 51162 members 
Mstep: Class 27 contains 25621 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40899 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6181 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34652 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25196 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6508 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5560 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11248 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 5125 members 
Entering Unmasked Estep 
Score: -133761488.000000 Penalty: 260018.453125
Splitting cluster 25 changes total score from -133761840.000000 to -133761488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (51162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Entering Unmasked Estep 
Score: -5487456.000000 Penalty: 2689.002686
	Iteration 0F: 2 clusters Score -5487456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -5453036.500000 Penalty: 5378.005371
	Iteration 0F: 3 clusters Score -5453036 nChanged 23618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5466516.000000 Penalty: 5378.005371
	Iteration 1F: 3 clusters Score -5466516 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -5467642.500000 Penalty: 5378.005371
	Iteration 2Q: 3 clusters Score -5467642 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -5468978.500000 Penalty: 5378.005371
	Iteration 3F: 3 clusters Score -5468978 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -5470503.000000 Penalty: 5378.005371
	Iteration 4F: 3 clusters Score -5470503 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -5472120.500000 Penalty: 5378.005371
	Iteration 5F: 3 clusters Score -5472120 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5473706.500000 Penalty: 5378.005371
	Iteration 6F: 3 clusters Score -5473706 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -5475130.500000 Penalty: 5378.005371
	Iteration 7F: 3 clusters Score -5475130 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -5476369.500000 Penalty: 5378.005371
	Iteration 8Q: 3 clusters Score -5476370 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5477374.000000 Penalty: 5378.005371
	Iteration 9Q: 3 clusters Score -5477374 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -5478140.000000 Penalty: 5378.005371
	Iteration 10Q: 3 clusters Score -5478140 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -5478732.500000 Penalty: 5378.005371
	Iteration 11Q: 3 clusters Score -5478732 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -5479215.000000 Penalty: 5378.005371
	Iteration 12Q: 3 clusters Score -5479215 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -5479626.000000 Penalty: 5378.005371
	Iteration 13Q: 3 clusters Score -5479626 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5479955.500000 Penalty: 5378.005371
	Iteration 14Q: 3 clusters Score -5479956 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -5480224.000000 Penalty: 5378.005371
	Iteration 15Q: 3 clusters Score -5480224 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -5480469.500000 Penalty: 5378.005371
	Iteration 16Q: 3 clusters Score -5480470 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5480719.500000 Penalty: 5378.005371
	Iteration 17Q: 3 clusters Score -5480720 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5480948.500000 Penalty: 5378.005371
	Iteration 18Q: 3 clusters Score -5480948 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -5481180.500000 Penalty: 5378.005371
	Iteration 19Q: 3 clusters Score -5481180 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -5481433.500000 Penalty: 5378.005371
	Iteration 20F: 3 clusters Score -5481434 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -5481604.000000 Penalty: 5378.005371
	Iteration 21Q: 3 clusters Score -5481604 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5481812.000000 Penalty: 5378.005371
	Iteration 22Q: 3 clusters Score -5481812 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5481998.500000 Penalty: 5378.005371
	Iteration 23Q: 3 clusters Score -5481998 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -5482214.500000 Penalty: 5378.005371
	Iteration 24Q: 3 clusters Score -5482214 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5482393.000000 Penalty: 5378.005371
	Iteration 25Q: 3 clusters Score -5482393 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5482618.000000 Penalty: 5378.005371
	Iteration 26Q: 3 clusters Score -5482618 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -5482868.000000 Penalty: 5378.005371
	Iteration 27Q: 3 clusters Score -5482868 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -5483113.500000 Penalty: 5378.005371
	Iteration 28Q: 3 clusters Score -5483114 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -5483399.000000 Penalty: 5378.005371
	Iteration 29Q: 3 clusters Score -5483399 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -5483684.000000 Penalty: 5378.005371
	Iteration 30Q: 3 clusters Score -5483684 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -5483978.500000 Penalty: 5378.005371
	Iteration 31Q: 3 clusters Score -5483978 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5484248.500000 Penalty: 5378.005371
	Iteration 32Q: 3 clusters Score -5484248 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -5484541.500000 Penalty: 5378.005371
	Iteration 33Q: 3 clusters Score -5484542 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -5484815.500000 Penalty: 5378.005371
	Iteration 34Q: 3 clusters Score -5484816 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -5485069.000000 Penalty: 5378.005371
	Iteration 35Q: 3 clusters Score -5485069 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -5485297.500000 Penalty: 5378.005371
	Iteration 36Q: 3 clusters Score -5485298 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -5485479.500000 Penalty: 5378.005371
	Iteration 37Q: 3 clusters Score -5485480 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -5485590.000000 Penalty: 5378.005371
	Iteration 38Q: 3 clusters Score -5485590 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -5485677.000000 Penalty: 5378.005371
	Iteration 39Q: 3 clusters Score -5485677 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -5485786.000000 Penalty: 5378.005371
	Iteration 40F: 3 clusters Score -5485786 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -5485871.000000 Penalty: 5378.005371
	Iteration 41Q: 3 clusters Score -5485871 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -5485936.500000 Penalty: 5378.005371
	Iteration 42Q: 3 clusters Score -5485936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -5486014.000000 Penalty: 5378.005371
	Iteration 43Q: 3 clusters Score -5486014 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -5486088.500000 Penalty: 5378.005371
	Iteration 44Q: 3 clusters Score -5486088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -5486127.000000 Penalty: 5378.005371
	Iteration 45Q: 3 clusters Score -5486127 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -5486155.500000 Penalty: 5378.005371
	Iteration 46Q: 3 clusters Score -5486156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -5486183.500000 Penalty: 5378.005371
	Iteration 47Q: 3 clusters Score -5486184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -5486213.000000 Penalty: 5378.005371
	Iteration 48Q: 3 clusters Score -5486213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -5486221.500000 Penalty: 5378.005371
	Iteration 49Q: 3 clusters Score -5486222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -5486229.500000 Penalty: 5378.005371
	Iteration 50Q: 3 clusters Score -5486230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -5486223.500000 Penalty: 5378.005371
	Iteration 51Q: 3 clusters Score -5486224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -5486239.500000 Penalty: 5378.005371
	Iteration 52Q: 3 clusters Score -5486240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -5486230.500000 Penalty: 5378.005371
	Iteration 53Q: 3 clusters Score -5486230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -5486242.500000 Penalty: 5378.005371
	Iteration 54Q: 3 clusters Score -5486242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -5486254.500000 Penalty: 5378.005371
	Iteration 55Q: 3 clusters Score -5486254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -5486277.000000 Penalty: 5378.005371
	Iteration 56Q: 3 clusters Score -5486277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -5486299.500000 Penalty: 5378.005371
	Iteration 57Q: 3 clusters Score -5486300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -5486326.500000 Penalty: 5378.005371
	Iteration 58Q: 3 clusters Score -5486326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -5486342.000000 Penalty: 5378.005371
	Iteration 59Q: 3 clusters Score -5486342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -5486357.000000 Penalty: 5378.005371
	Iteration 60F: 3 clusters Score -5486357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -5486374.500000 Penalty: 5378.005371
	Iteration 61Q: 3 clusters Score -5486374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -5486381.500000 Penalty: 5378.005371
	Iteration 62Q: 3 clusters Score -5486382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -5486394.500000 Penalty: 5378.005371
	Iteration 63Q: 3 clusters Score -5486394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -5486403.000000 Penalty: 5378.005371
	Iteration 64Q: 3 clusters Score -5486403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -5486406.500000 Penalty: 5378.005371
	Iteration 65Q: 3 clusters Score -5486406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -5486407.500000 Penalty: 5378.005371
	Iteration 66Q: 3 clusters Score -5486408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -5486418.500000 Penalty: 5378.005371
	Iteration 67Q: 3 clusters Score -5486418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -5486414.000000 Penalty: 5378.005371
	Iteration 68Q: 3 clusters Score -5486414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -5486426.000000 Penalty: 5378.005371
	Iteration 69Q: 3 clusters Score -5486426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -5486428.000000 Penalty: 5378.005371
	Iteration 70Q: 3 clusters Score -5486428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -5486440.000000 Penalty: 5378.005371
	Iteration 71Q: 3 clusters Score -5486440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -5486438.000000 Penalty: 5378.005371
	Iteration 72Q: 3 clusters Score -5486438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -5486435.000000 Penalty: 5378.005371
	Iteration 73Q: 3 clusters Score -5486435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -5486436.500000 Penalty: 5378.005371
	Iteration 74Q: 3 clusters Score -5486436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -5486440.000000 Penalty: 5378.005371
	Iteration 75Q: 3 clusters Score -5486440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -5486440.000000 Penalty: 5378.005371
	Iteration 76F: 3 clusters Score -5486440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Entering Unmasked Estep 
Score: -2996624.000000 Penalty: 2517.489746
	Iteration 0F: 2 clusters Score -2996624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2978942.500000 Penalty: 5034.979492
	Iteration 0F: 3 clusters Score -2978942 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2985095.000000 Penalty: 5034.979492
	Iteration 1F: 3 clusters Score -2985095 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2985656.250000 Penalty: 5034.979492
	Iteration 2F: 3 clusters Score -2985656 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2986227.750000 Penalty: 5034.979492
	Iteration 3F: 3 clusters Score -2986228 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2986900.500000 Penalty: 5034.979492
	Iteration 4F: 3 clusters Score -2986900 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2987759.750000 Penalty: 5034.979492
	Iteration 5F: 3 clusters Score -2987760 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2988931.000000 Penalty: 5034.979492
	Iteration 6F: 3 clusters Score -2988931 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2990419.500000 Penalty: 5034.979492
	Iteration 7F: 3 clusters Score -2990420 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2991978.750000 Penalty: 5034.979492
	Iteration 8F: 3 clusters Score -2991979 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2993209.000000 Penalty: 5034.979492
	Iteration 9F: 3 clusters Score -2993209 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2993839.750000 Penalty: 5034.979492
	Iteration 10Q: 3 clusters Score -2993840 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2994113.250000 Penalty: 5034.979492
	Iteration 11Q: 3 clusters Score -2994113 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2994244.250000 Penalty: 5034.979492
	Iteration 12Q: 3 clusters Score -2994244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2994315.500000 Penalty: 5034.979492
	Iteration 13Q: 3 clusters Score -2994316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2994360.250000 Penalty: 5034.979492
	Iteration 14Q: 3 clusters Score -2994360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2994402.250000 Penalty: 5034.979492
	Iteration 15Q: 3 clusters Score -2994402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2994423.000000 Penalty: 5034.979492
	Iteration 16Q: 3 clusters Score -2994423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2994443.750000 Penalty: 5034.979492
	Iteration 17Q: 3 clusters Score -2994444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2994454.750000 Penalty: 5034.979492
	Iteration 18Q: 3 clusters Score -2994455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2994464.250000 Penalty: 5034.979492
	Iteration 19Q: 3 clusters Score -2994464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2994469.250000 Penalty: 5034.979492
	Iteration 20F: 3 clusters Score -2994469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2994479.500000 Penalty: 5034.979492
	Iteration 21Q: 3 clusters Score -2994480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2994482.750000 Penalty: 5034.979492
	Iteration 22Q: 3 clusters Score -2994483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2994484.000000 Penalty: 5034.979492
	Iteration 23Q: 3 clusters Score -2994484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2994481.250000 Penalty: 5034.979492
	Iteration 24Q: 3 clusters Score -2994481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2994481.250000 Penalty: 5034.979492
	Iteration 25F: 3 clusters Score -2994481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Entering Unmasked Estep 
Score: -6345110.500000 Penalty: 2694.686035
	Iteration 0F: 2 clusters Score -6345110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -6310074.500000 Penalty: 5389.372070
	Iteration 0F: 3 clusters Score -6310074 nChanged 24293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -6323670.000000 Penalty: 5389.372070
	Iteration 1F: 3 clusters Score -6323670 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -6324549.000000 Penalty: 5389.372070
	Iteration 2Q: 3 clusters Score -6324549 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -6325457.500000 Penalty: 5389.372070
	Iteration 3Q: 3 clusters Score -6325458 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6326578.000000 Penalty: 5389.372070
	Iteration 4Q: 3 clusters Score -6326578 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -6327924.000000 Penalty: 5389.372070
	Iteration 5Q: 3 clusters Score -6327924 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -6329594.500000 Penalty: 5389.372070
	Iteration 6Q: 3 clusters Score -6329594 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -6331206.500000 Penalty: 5389.372070
	Iteration 7F: 3 clusters Score -6331206 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -6332702.500000 Penalty: 5389.372070
	Iteration 8F: 3 clusters Score -6332702 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -6333924.000000 Penalty: 5389.372070
	Iteration 9Q: 3 clusters Score -6333924 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -6334864.500000 Penalty: 5389.372070
	Iteration 10Q: 3 clusters Score -6334864 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -6335543.500000 Penalty: 5389.372070
	Iteration 11Q: 3 clusters Score -6335544 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -6335974.500000 Penalty: 5389.372070
	Iteration 12Q: 3 clusters Score -6335974 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -6336363.000000 Penalty: 5389.372070
	Iteration 13Q: 3 clusters Score -6336363 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -6336680.500000 Penalty: 5389.372070
	Iteration 14Q: 3 clusters Score -6336680 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -6336968.000000 Penalty: 5389.372070
	Iteration 15Q: 3 clusters Score -6336968 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -6337298.500000 Penalty: 5389.372070
	Iteration 16Q: 3 clusters Score -6337298 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -6337650.000000 Penalty: 5389.372070
	Iteration 17Q: 3 clusters Score -6337650 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -6337996.000000 Penalty: 5389.372070
	Iteration 18Q: 3 clusters Score -6337996 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -6338429.500000 Penalty: 5389.372070
	Iteration 19Q: 3 clusters Score -6338430 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -6338881.500000 Penalty: 5389.372070
	Iteration 20F: 3 clusters Score -6338882 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -6339295.000000 Penalty: 5389.372070
	Iteration 21Q: 3 clusters Score -6339295 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -6339767.000000 Penalty: 5389.372070
	Iteration 22Q: 3 clusters Score -6339767 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -6340191.000000 Penalty: 5389.372070
	Iteration 23Q: 3 clusters Score -6340191 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -6340689.000000 Penalty: 5389.372070
	Iteration 24Q: 3 clusters Score -6340689 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -6341182.000000 Penalty: 5389.372070
	Iteration 25Q: 3 clusters Score -6341182 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6341604.500000 Penalty: 5389.372070
	Iteration 26Q: 3 clusters Score -6341604 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6341963.000000 Penalty: 5389.372070
	Iteration 27Q: 3 clusters Score -6341963 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -6342313.000000 Penalty: 5389.372070
	Iteration 28Q: 3 clusters Score -6342313 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6342574.500000 Penalty: 5389.372070
	Iteration 29Q: 3 clusters Score -6342574 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -6342727.000000 Penalty: 5389.372070
	Iteration 30Q: 3 clusters Score -6342727 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -6342864.000000 Penalty: 5389.372070
	Iteration 31Q: 3 clusters Score -6342864 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6342928.000000 Penalty: 5389.372070
	Iteration 32Q: 3 clusters Score -6342928 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6342987.000000 Penalty: 5389.372070
	Iteration 33Q: 3 clusters Score -6342987 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6343024.500000 Penalty: 5389.372070
	Iteration 34Q: 3 clusters Score -6343024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6343059.000000 Penalty: 5389.372070
	Iteration 35Q: 3 clusters Score -6343059 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6343086.500000 Penalty: 5389.372070
	Iteration 36Q: 3 clusters Score -6343086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6343086.500000 Penalty: 5389.372070
	Iteration 37Q: 3 clusters Score -6343086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6343106.500000 Penalty: 5389.372070
	Iteration 38Q: 3 clusters Score -6343106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6343129.000000 Penalty: 5389.372070
	Iteration 39Q: 3 clusters Score -6343129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6343158.000000 Penalty: 5389.372070
	Iteration 40F: 3 clusters Score -6343158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6343173.500000 Penalty: 5389.372070
	Iteration 41Q: 3 clusters Score -6343174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6343175.000000 Penalty: 5389.372070
	Iteration 42Q: 3 clusters Score -6343175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6343181.500000 Penalty: 5389.372070
	Iteration 43Q: 3 clusters Score -6343182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6343181.000000 Penalty: 5389.372070
	Iteration 44Q: 3 clusters Score -6343181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6343190.000000 Penalty: 5389.372070
	Iteration 45Q: 3 clusters Score -6343190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6343184.000000 Penalty: 5389.372070
	Iteration 46Q: 3 clusters Score -6343184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6343191.000000 Penalty: 5389.372070
	Iteration 47Q: 3 clusters Score -6343191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6343189.000000 Penalty: 5389.372070
	Iteration 48Q: 3 clusters Score -6343189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6343195.000000 Penalty: 5389.372070
	Iteration 49Q: 3 clusters Score -6343195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6343202.500000 Penalty: 5389.372070
	Iteration 50Q: 3 clusters Score -6343202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6343212.500000 Penalty: 5389.372070
	Iteration 51Q: 3 clusters Score -6343212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6343213.500000 Penalty: 5389.372070
	Iteration 52Q: 3 clusters Score -6343214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6343216.500000 Penalty: 5389.372070
	Iteration 53Q: 3 clusters Score -6343216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6343215.000000 Penalty: 5389.372070
	Iteration 54Q: 3 clusters Score -6343215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6343208.500000 Penalty: 5389.372070
	Iteration 55Q: 3 clusters Score -6343208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6343210.000000 Penalty: 5389.372070
	Iteration 56Q: 3 clusters Score -6343210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6343210.000000 Penalty: 5389.372070
	Iteration 57Q: 3 clusters Score -6343210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6343207.500000 Penalty: 5389.372070
	Iteration 58Q: 3 clusters Score -6343208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6343211.000000 Penalty: 5389.372070
	Iteration 59Q: 3 clusters Score -6343211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6343207.500000 Penalty: 5389.372070
	Iteration 60F: 3 clusters Score -6343208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6343217.000000 Penalty: 5389.372070
	Iteration 61Q: 3 clusters Score -6343217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6343218.500000 Penalty: 5389.372070
	Iteration 62Q: 3 clusters Score -6343218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6343217.500000 Penalty: 5389.372070
	Iteration 63Q: 3 clusters Score -6343218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6343219.500000 Penalty: 5389.372070
	Iteration 64Q: 3 clusters Score -6343220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6343217.500000 Penalty: 5389.372070
	Iteration 65Q: 3 clusters Score -6343218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6343215.500000 Penalty: 5389.372070
	Iteration 66Q: 3 clusters Score -6343216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6343219.500000 Penalty: 5389.372070
	Iteration 67Q: 3 clusters Score -6343220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6343218.000000 Penalty: 5389.372070
	Iteration 68Q: 3 clusters Score -6343218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6343215.500000 Penalty: 5389.372070
	Iteration 69Q: 3 clusters Score -6343216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6343220.500000 Penalty: 5389.372070
	Iteration 70Q: 3 clusters Score -6343220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6343225.500000 Penalty: 5389.372070
	Iteration 71Q: 3 clusters Score -6343226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6343220.000000 Penalty: 5389.372070
	Iteration 72Q: 3 clusters Score -6343220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6343222.000000 Penalty: 5389.372070
	Iteration 73Q: 3 clusters Score -6343222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6343223.500000 Penalty: 5389.372070
	Iteration 74Q: 3 clusters Score -6343224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6343223.500000 Penalty: 5389.372070
	Iteration 75F: 3 clusters Score -6343224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -42887.574219 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -42887.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41796.468750 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -41796.47 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42167.398438 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -42167.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42287.351562 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -42287.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -42381.476562 Penalty: 3016.780762
	Iteration 3F: 3 clusters Score -42381.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -42435.222656 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -42435.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -42455.574219 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -42455.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -42460.890625 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -42460.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42464.714844 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -42464.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42464.714844 Penalty: 3016.780762
	Iteration 8F: 3 clusters Score -42464.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -80493.398438 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -80493.4 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 292 members 
Entering Unmasked Estep 
Score: -79017.437500 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -79017.44 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79365.304688 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -79365.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79540.281250 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -79540.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79623.179688 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -79623.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -79697.953125 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -79697.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79766.804688 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -79766.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -79802.750000 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -79802.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79823.539062 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -79823.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79839.726562 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -79839.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79843.210938 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -79843.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79843.210938 Penalty: 3135.101074
	Iteration 10F: 3 clusters Score -79843.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Entering Unmasked Estep 
Score: -1201982.625000 Penalty: 2294.677002
	Iteration 0F: 2 clusters Score -1201983 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 5202 members 
Entering Unmasked Estep 
Score: -1194084.500000 Penalty: 4589.354004
	Iteration 0F: 3 clusters Score -1194084 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1196566.875000 Penalty: 4589.354004
	Iteration 1F: 3 clusters Score -1196567 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1197184.500000 Penalty: 4589.354004
	Iteration 2F: 3 clusters Score -1197184 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1197761.625000 Penalty: 4589.354004
	Iteration 3F: 3 clusters Score -1197762 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1198394.125000 Penalty: 4589.354004
	Iteration 4F: 3 clusters Score -1198394 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1199123.500000 Penalty: 4589.354004
	Iteration 5F: 3 clusters Score -1199124 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1199870.125000 Penalty: 4589.354004
	Iteration 6F: 3 clusters Score -1199870 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1200459.250000 Penalty: 4589.354004
	Iteration 7F: 3 clusters Score -1200459 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1200837.875000 Penalty: 4589.354004
	Iteration 8Q: 3 clusters Score -1200838 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1201088.000000 Penalty: 4589.354004
	Iteration 9Q: 3 clusters Score -1201088 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1201257.875000 Penalty: 4589.354004
	Iteration 10Q: 3 clusters Score -1201258 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1201389.250000 Penalty: 4589.354004
	Iteration 11Q: 3 clusters Score -1201389 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1201487.125000 Penalty: 4589.354004
	Iteration 12Q: 3 clusters Score -1201487 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1201556.625000 Penalty: 4589.354004
	Iteration 13Q: 3 clusters Score -1201557 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1201599.750000 Penalty: 4589.354004
	Iteration 14Q: 3 clusters Score -1201600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1201634.125000 Penalty: 4589.354004
	Iteration 15Q: 3 clusters Score -1201634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1201669.250000 Penalty: 4589.354004
	Iteration 16Q: 3 clusters Score -1201669 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1201691.375000 Penalty: 4589.354004
	Iteration 17Q: 3 clusters Score -1201691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1201711.750000 Penalty: 4589.354004
	Iteration 18Q: 3 clusters Score -1201712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1201722.250000 Penalty: 4589.354004
	Iteration 19Q: 3 clusters Score -1201722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1201732.500000 Penalty: 4589.354004
	Iteration 20F: 3 clusters Score -1201732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1201743.000000 Penalty: 4589.354004
	Iteration 21Q: 3 clusters Score -1201743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1201752.000000 Penalty: 4589.354004
	Iteration 22Q: 3 clusters Score -1201752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1201759.500000 Penalty: 4589.354004
	Iteration 23Q: 3 clusters Score -1201760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1201770.500000 Penalty: 4589.354004
	Iteration 24Q: 3 clusters Score -1201770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1201777.625000 Penalty: 4589.354004
	Iteration 25Q: 3 clusters Score -1201778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1201782.500000 Penalty: 4589.354004
	Iteration 26Q: 3 clusters Score -1201782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1201784.875000 Penalty: 4589.354004
	Iteration 27Q: 3 clusters Score -1201785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1201795.875000 Penalty: 4589.354004
	Iteration 28Q: 3 clusters Score -1201796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1201806.375000 Penalty: 4589.354004
	Iteration 29Q: 3 clusters Score -1201806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1201808.125000 Penalty: 4589.354004
	Iteration 30Q: 3 clusters Score -1201808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1201810.625000 Penalty: 4589.354004
	Iteration 31Q: 3 clusters Score -1201811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1201812.875000 Penalty: 4589.354004
	Iteration 32Q: 3 clusters Score -1201813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1201814.750000 Penalty: 4589.354004
	Iteration 33Q: 3 clusters Score -1201815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1201819.500000 Penalty: 4589.354004
	Iteration 34Q: 3 clusters Score -1201820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1201824.625000 Penalty: 4589.354004
	Iteration 35Q: 3 clusters Score -1201825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1201824.125000 Penalty: 4589.354004
	Iteration 36Q: 3 clusters Score -1201824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1201826.750000 Penalty: 4589.354004
	Iteration 37Q: 3 clusters Score -1201827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1201831.750000 Penalty: 4589.354004
	Iteration 38Q: 3 clusters Score -1201832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1201830.125000 Penalty: 4589.354004
	Iteration 39Q: 3 clusters Score -1201830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1201831.750000 Penalty: 4589.354004
	Iteration 40F: 3 clusters Score -1201832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1201832.375000 Penalty: 4589.354004
	Iteration 41Q: 3 clusters Score -1201832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1201835.250000 Penalty: 4589.354004
	Iteration 42Q: 3 clusters Score -1201835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1201839.000000 Penalty: 4589.354004
	Iteration 43Q: 3 clusters Score -1201839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1201838.375000 Penalty: 4589.354004
	Iteration 44Q: 3 clusters Score -1201838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1201836.625000 Penalty: 4589.354004
	Iteration 45Q: 3 clusters Score -1201837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1201838.625000 Penalty: 4589.354004
	Iteration 46Q: 3 clusters Score -1201839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1201837.000000 Penalty: 4589.354004
	Iteration 47Q: 3 clusters Score -1201837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1201838.625000 Penalty: 4589.354004
	Iteration 48Q: 3 clusters Score -1201839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1201837.500000 Penalty: 4589.354004
	Iteration 49Q: 3 clusters Score -1201838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1201837.875000 Penalty: 4589.354004
	Iteration 50Q: 3 clusters Score -1201838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1201841.250000 Penalty: 4589.354004
	Iteration 51Q: 3 clusters Score -1201841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1201843.250000 Penalty: 4589.354004
	Iteration 52Q: 3 clusters Score -1201843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1201844.250000 Penalty: 4589.354004
	Iteration 53Q: 3 clusters Score -1201844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1201844.625000 Penalty: 4589.354004
	Iteration 54Q: 3 clusters Score -1201845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1201847.125000 Penalty: 4589.354004
	Iteration 55Q: 3 clusters Score -1201847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1201847.125000 Penalty: 4589.354004
	Iteration 56Q: 3 clusters Score -1201847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1201846.750000 Penalty: 4589.354004
	Iteration 57Q: 3 clusters Score -1201847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1201852.125000 Penalty: 4589.354004
	Iteration 58Q: 3 clusters Score -1201852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1201855.125000 Penalty: 4589.354004
	Iteration 59Q: 3 clusters Score -1201855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1201855.250000 Penalty: 4589.354004
	Iteration 60F: 3 clusters Score -1201855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1201857.750000 Penalty: 4589.354004
	Iteration 61Q: 3 clusters Score -1201858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1201856.875000 Penalty: 4589.354004
	Iteration 62Q: 3 clusters Score -1201857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1201857.000000 Penalty: 4589.354004
	Iteration 63Q: 3 clusters Score -1201857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1201857.000000 Penalty: 4589.354004
	Iteration 64Q: 3 clusters Score -1201857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1201859.625000 Penalty: 4589.354004
	Iteration 65Q: 3 clusters Score -1201860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1201861.125000 Penalty: 4589.354004
	Iteration 66Q: 3 clusters Score -1201861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1201860.125000 Penalty: 4589.354004
	Iteration 67Q: 3 clusters Score -1201860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1201860.125000 Penalty: 4589.354004
	Iteration 68F: 3 clusters Score -1201860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -556300.437500 Penalty: 2107.506592
	Iteration 0F: 2 clusters Score -556300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -551786.500000 Penalty: 4215.013184
	Iteration 0F: 3 clusters Score -551786.5 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -552885.750000 Penalty: 4215.013184
	Iteration 1F: 3 clusters Score -552885.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -553109.375000 Penalty: 4215.013184
	Iteration 2F: 3 clusters Score -553109.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -553251.687500 Penalty: 4215.013184
	Iteration 3F: 3 clusters Score -553251.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -553372.687500 Penalty: 4215.013184
	Iteration 4Q: 3 clusters Score -553372.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -553474.500000 Penalty: 4215.013184
	Iteration 5Q: 3 clusters Score -553474.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -553580.437500 Penalty: 4215.013184
	Iteration 6Q: 3 clusters Score -553580.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -553700.375000 Penalty: 4215.013184
	Iteration 7Q: 3 clusters Score -553700.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -553825.562500 Penalty: 4215.013184
	Iteration 8Q: 3 clusters Score -553825.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -553936.500000 Penalty: 4215.013184
	Iteration 9Q: 3 clusters Score -553936.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -554074.187500 Penalty: 4215.013184
	Iteration 10Q: 3 clusters Score -554074.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -554203.812500 Penalty: 4215.013184
	Iteration 11Q: 3 clusters Score -554203.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -554302.125000 Penalty: 4215.013184
	Iteration 12Q: 3 clusters Score -554302.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -554386.875000 Penalty: 4215.013184
	Iteration 13Q: 3 clusters Score -554386.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -554465.625000 Penalty: 4215.013184
	Iteration 14Q: 3 clusters Score -554465.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -554529.687500 Penalty: 4215.013184
	Iteration 15Q: 3 clusters Score -554529.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -554583.625000 Penalty: 4215.013184
	Iteration 16Q: 3 clusters Score -554583.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -554617.937500 Penalty: 4215.013184
	Iteration 17Q: 3 clusters Score -554617.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -554651.312500 Penalty: 4215.013184
	Iteration 18Q: 3 clusters Score -554651.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -554674.125000 Penalty: 4215.013184
	Iteration 19Q: 3 clusters Score -554674.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -554693.375000 Penalty: 4215.013184
	Iteration 20F: 3 clusters Score -554693.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -554711.312500 Penalty: 4215.013184
	Iteration 21Q: 3 clusters Score -554711.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -554729.687500 Penalty: 4215.013184
	Iteration 22Q: 3 clusters Score -554729.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -554744.625000 Penalty: 4215.013184
	Iteration 23Q: 3 clusters Score -554744.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -554767.062500 Penalty: 4215.013184
	Iteration 24Q: 3 clusters Score -554767.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -554793.937500 Penalty: 4215.013184
	Iteration 25Q: 3 clusters Score -554793.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -554825.312500 Penalty: 4215.013184
	Iteration 26Q: 3 clusters Score -554825.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -554862.812500 Penalty: 4215.013184
	Iteration 27Q: 3 clusters Score -554862.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -554909.562500 Penalty: 4215.013184
	Iteration 28Q: 3 clusters Score -554909.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -554960.437500 Penalty: 4215.013184
	Iteration 29Q: 3 clusters Score -554960.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -555015.375000 Penalty: 4215.013184
	Iteration 30Q: 3 clusters Score -555015.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -555072.187500 Penalty: 4215.013184
	Iteration 31Q: 3 clusters Score -555072.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -555121.125000 Penalty: 4215.013184
	Iteration 32Q: 3 clusters Score -555121.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -555150.000000 Penalty: 4215.013184
	Iteration 33Q: 3 clusters Score -555150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -555174.125000 Penalty: 4215.013184
	Iteration 34Q: 3 clusters Score -555174.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -555198.500000 Penalty: 4215.013184
	Iteration 35Q: 3 clusters Score -555198.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -555217.625000 Penalty: 4215.013184
	Iteration 36Q: 3 clusters Score -555217.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -555237.812500 Penalty: 4215.013184
	Iteration 37Q: 3 clusters Score -555237.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -555260.187500 Penalty: 4215.013184
	Iteration 38Q: 3 clusters Score -555260.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -555290.375000 Penalty: 4215.013184
	Iteration 39Q: 3 clusters Score -555290.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -555328.937500 Penalty: 4215.013184
	Iteration 40F: 3 clusters Score -555328.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -555396.812500 Penalty: 4215.013184
	Iteration 41Q: 3 clusters Score -555396.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -555453.437500 Penalty: 4215.013184
	Iteration 42Q: 3 clusters Score -555453.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -555484.875000 Penalty: 4215.013184
	Iteration 43Q: 3 clusters Score -555484.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -555503.437500 Penalty: 4215.013184
	Iteration 44Q: 3 clusters Score -555503.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -555507.875000 Penalty: 4215.013184
	Iteration 45Q: 3 clusters Score -555507.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -555512.250000 Penalty: 4215.013184
	Iteration 46Q: 3 clusters Score -555512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -555517.125000 Penalty: 4215.013184
	Iteration 47Q: 3 clusters Score -555517.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -555520.687500 Penalty: 4215.013184
	Iteration 48Q: 3 clusters Score -555520.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -555525.062500 Penalty: 4215.013184
	Iteration 49Q: 3 clusters Score -555525.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -555530.437500 Penalty: 4215.013184
	Iteration 50Q: 3 clusters Score -555530.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -555539.875000 Penalty: 4215.013184
	Iteration 51Q: 3 clusters Score -555539.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -555545.250000 Penalty: 4215.013184
	Iteration 52Q: 3 clusters Score -555545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -555548.312500 Penalty: 4215.013184
	Iteration 53Q: 3 clusters Score -555548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -555552.750000 Penalty: 4215.013184
	Iteration 54Q: 3 clusters Score -555552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -555552.375000 Penalty: 4215.013184
	Iteration 55Q: 3 clusters Score -555552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -555554.375000 Penalty: 4215.013184
	Iteration 56Q: 3 clusters Score -555554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -555554.500000 Penalty: 4215.013184
	Iteration 57Q: 3 clusters Score -555554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -555554.500000 Penalty: 4215.013184
	Iteration 58F: 3 clusters Score -555554.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (175677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175677 members 
Entering Unmasked Estep 
Score: -20707560.000000 Penalty: 2994.947754
	Iteration 0F: 2 clusters Score -2.070756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -20591052.000000 Penalty: 5989.895508
	Iteration 0F: 3 clusters Score -2.059105e+07 nChanged 84459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -20639976.000000 Penalty: 5989.895508
	Iteration 1F: 3 clusters Score -2.063998e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99526 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -20641572.000000 Penalty: 5989.895508
	Iteration 2Q: 3 clusters Score -2.064157e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106411 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -20644512.000000 Penalty: 5989.895508
	Iteration 3Q: 3 clusters Score -2.064451e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116895 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -20650816.000000 Penalty: 5989.895508
	Iteration 4F: 3 clusters Score -2.065082e+07 nChanged 14960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131671 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -20662540.000000 Penalty: 5989.895508
	Iteration 5F: 3 clusters Score -2.066254e+07 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -20678700.000000 Penalty: 5989.895508
	Iteration 6F: 3 clusters Score -2.06787e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161908 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -20692692.000000 Penalty: 5989.895508
	Iteration 7F: 3 clusters Score -2.069269e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -20700196.000000 Penalty: 5989.895508
	Iteration 8Q: 3 clusters Score -2.07002e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172799 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -20703110.000000 Penalty: 5989.895508
	Iteration 9Q: 3 clusters Score -2.070311e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174128 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -20704232.000000 Penalty: 5989.895508
	Iteration 10Q: 3 clusters Score -2.070423e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174633 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -20704688.000000 Penalty: 5989.895508
	Iteration 11Q: 3 clusters Score -2.070469e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174834 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20704878.000000 Penalty: 5989.895508
	Iteration 12Q: 3 clusters Score -2.070488e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174925 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -20704964.000000 Penalty: 5989.895508
	Iteration 13Q: 3 clusters Score -2.070496e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174988 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -20705026.000000 Penalty: 5989.895508
	Iteration 14Q: 3 clusters Score -2.070503e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175032 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -20705054.000000 Penalty: 5989.895508
	Iteration 15Q: 3 clusters Score -2.070505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175053 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20705106.000000 Penalty: 5989.895508
	Iteration 16Q: 3 clusters Score -2.070511e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175060 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20705094.000000 Penalty: 5989.895508
	Iteration 17Q: 3 clusters Score -2.070509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175073 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -20705102.000000 Penalty: 5989.895508
	Iteration 18Q: 3 clusters Score -2.07051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175074 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -20705092.000000 Penalty: 5989.895508
	Iteration 19Q: 3 clusters Score -2.070509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175075 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20705102.000000 Penalty: 5989.895508
	Iteration 20F: 3 clusters Score -2.07051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175078 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -20705092.000000 Penalty: 5989.895508
	Iteration 21Q: 3 clusters Score -2.070509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175081 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -20705108.000000 Penalty: 5989.895508
	Iteration 22Q: 3 clusters Score -2.070511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175085 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20705112.000000 Penalty: 5989.895508
	Iteration 23Q: 3 clusters Score -2.070511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20705108.000000 Penalty: 5989.895508
	Iteration 24Q: 3 clusters Score -2.070511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175089 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -20705114.000000 Penalty: 5989.895508
	Iteration 25Q: 3 clusters Score -2.070511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175091 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -20705116.000000 Penalty: 5989.895508
	Iteration 26Q: 3 clusters Score -2.070512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175093 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -20705114.000000 Penalty: 5989.895508
	Iteration 27Q: 3 clusters Score -2.070511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175093 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -20705114.000000 Penalty: 5989.895508
	Iteration 28F: 3 clusters Score -2.070511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Entering Unmasked Estep 
Score: -954048.062500 Penalty: 2233.279541
	Iteration 0F: 2 clusters Score -954048.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -947534.562500 Penalty: 4466.559082
	Iteration 0F: 3 clusters Score -947534.6 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -949270.750000 Penalty: 4466.559082
	Iteration 1F: 3 clusters Score -949270.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -949567.562500 Penalty: 4466.559082
	Iteration 2F: 3 clusters Score -949567.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -949784.937500 Penalty: 4466.559082
	Iteration 3F: 3 clusters Score -949784.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -949975.000000 Penalty: 4466.559082
	Iteration 4Q: 3 clusters Score -949975 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -950216.875000 Penalty: 4466.559082
	Iteration 5Q: 3 clusters Score -950216.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -950480.000000 Penalty: 4466.559082
	Iteration 6F: 3 clusters Score -950480 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -950783.375000 Penalty: 4466.559082
	Iteration 7F: 3 clusters Score -950783.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -951136.000000 Penalty: 4466.559082
	Iteration 8F: 3 clusters Score -951136 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -951476.062500 Penalty: 4466.559082
	Iteration 9F: 3 clusters Score -951476.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -951721.812500 Penalty: 4466.559082
	Iteration 10Q: 3 clusters Score -951721.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -951894.187500 Penalty: 4466.559082
	Iteration 11Q: 3 clusters Score -951894.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -952017.062500 Penalty: 4466.559082
	Iteration 12Q: 3 clusters Score -952017.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -952094.500000 Penalty: 4466.559082
	Iteration 13Q: 3 clusters Score -952094.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -952144.562500 Penalty: 4466.559082
	Iteration 14Q: 3 clusters Score -952144.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -952174.687500 Penalty: 4466.559082
	Iteration 15Q: 3 clusters Score -952174.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -952191.375000 Penalty: 4466.559082
	Iteration 16Q: 3 clusters Score -952191.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -952204.625000 Penalty: 4466.559082
	Iteration 17Q: 3 clusters Score -952204.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -952213.062500 Penalty: 4466.559082
	Iteration 18Q: 3 clusters Score -952213.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -952218.750000 Penalty: 4466.559082
	Iteration 19Q: 3 clusters Score -952218.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -952224.750000 Penalty: 4466.559082
	Iteration 20F: 3 clusters Score -952224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -952228.937500 Penalty: 4466.559082
	Iteration 21Q: 3 clusters Score -952228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -952231.625000 Penalty: 4466.559082
	Iteration 22Q: 3 clusters Score -952231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -952230.750000 Penalty: 4466.559082
	Iteration 23Q: 3 clusters Score -952230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -952230.750000 Penalty: 4466.559082
	Iteration 24F: 3 clusters Score -952230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Entering Unmasked Estep 
Score: -4753667.500000 Penalty: 2633.477539
	Iteration 0F: 2 clusters Score -4753668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4725827.000000 Penalty: 5266.955078
	Iteration 0F: 3 clusters Score -4725827 nChanged 18844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4736338.000000 Penalty: 5266.955078
	Iteration 1F: 3 clusters Score -4736338 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4736918.000000 Penalty: 5266.955078
	Iteration 2Q: 3 clusters Score -4736918 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -4737495.500000 Penalty: 5266.955078
	Iteration 3Q: 3 clusters Score -4737496 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -4738053.000000 Penalty: 5266.955078
	Iteration 4Q: 3 clusters Score -4738053 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4738770.000000 Penalty: 5266.955078
	Iteration 5Q: 3 clusters Score -4738770 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -4739718.000000 Penalty: 5266.955078
	Iteration 6Q: 3 clusters Score -4739718 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4741093.000000 Penalty: 5266.955078
	Iteration 7F: 3 clusters Score -4741093 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4742887.500000 Penalty: 5266.955078
	Iteration 8F: 3 clusters Score -4742888 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4745095.000000 Penalty: 5266.955078
	Iteration 9F: 3 clusters Score -4745095 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4747123.500000 Penalty: 5266.955078
	Iteration 10F: 3 clusters Score -4747124 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -4748626.500000 Penalty: 5266.955078
	Iteration 11Q: 3 clusters Score -4748626 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -4749516.500000 Penalty: 5266.955078
	Iteration 12Q: 3 clusters Score -4749516 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4750088.000000 Penalty: 5266.955078
	Iteration 13Q: 3 clusters Score -4750088 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -4750449.500000 Penalty: 5266.955078
	Iteration 14Q: 3 clusters Score -4750450 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -4750695.000000 Penalty: 5266.955078
	Iteration 15Q: 3 clusters Score -4750695 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -4750904.500000 Penalty: 5266.955078
	Iteration 16Q: 3 clusters Score -4750904 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -4751056.000000 Penalty: 5266.955078
	Iteration 17Q: 3 clusters Score -4751056 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -4751183.500000 Penalty: 5266.955078
	Iteration 18Q: 3 clusters Score -4751184 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -4751238.500000 Penalty: 5266.955078
	Iteration 19Q: 3 clusters Score -4751238 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -4751300.500000 Penalty: 5266.955078
	Iteration 20F: 3 clusters Score -4751300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -4751337.500000 Penalty: 5266.955078
	Iteration 21Q: 3 clusters Score -4751338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -4751375.000000 Penalty: 5266.955078
	Iteration 22Q: 3 clusters Score -4751375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -4751400.500000 Penalty: 5266.955078
	Iteration 23Q: 3 clusters Score -4751400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -4751412.500000 Penalty: 5266.955078
	Iteration 24Q: 3 clusters Score -4751412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -4751423.000000 Penalty: 5266.955078
	Iteration 25Q: 3 clusters Score -4751423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -4751436.000000 Penalty: 5266.955078
	Iteration 26Q: 3 clusters Score -4751436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -4751443.500000 Penalty: 5266.955078
	Iteration 27Q: 3 clusters Score -4751444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -4751441.500000 Penalty: 5266.955078
	Iteration 28Q: 3 clusters Score -4751442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -4751461.500000 Penalty: 5266.955078
	Iteration 29Q: 3 clusters Score -4751462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -4751471.000000 Penalty: 5266.955078
	Iteration 30Q: 3 clusters Score -4751471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4751473.500000 Penalty: 5266.955078
	Iteration 31Q: 3 clusters Score -4751474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -4751476.500000 Penalty: 5266.955078
	Iteration 32Q: 3 clusters Score -4751476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -4751493.000000 Penalty: 5266.955078
	Iteration 33Q: 3 clusters Score -4751493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -4751502.000000 Penalty: 5266.955078
	Iteration 34Q: 3 clusters Score -4751502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -4751501.000000 Penalty: 5266.955078
	Iteration 35Q: 3 clusters Score -4751501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -4751504.500000 Penalty: 5266.955078
	Iteration 36Q: 3 clusters Score -4751504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -4751509.000000 Penalty: 5266.955078
	Iteration 37Q: 3 clusters Score -4751509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -4751516.000000 Penalty: 5266.955078
	Iteration 38Q: 3 clusters Score -4751516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -4751528.000000 Penalty: 5266.955078
	Iteration 39Q: 3 clusters Score -4751528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -4751542.500000 Penalty: 5266.955078
	Iteration 40F: 3 clusters Score -4751542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -4751550.000000 Penalty: 5266.955078
	Iteration 41Q: 3 clusters Score -4751550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -4751551.000000 Penalty: 5266.955078
	Iteration 42Q: 3 clusters Score -4751551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -4751559.000000 Penalty: 5266.955078
	Iteration 43Q: 3 clusters Score -4751559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -4751560.000000 Penalty: 5266.955078
	Iteration 44Q: 3 clusters Score -4751560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4751563.500000 Penalty: 5266.955078
	Iteration 45Q: 3 clusters Score -4751564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -4751570.000000 Penalty: 5266.955078
	Iteration 46Q: 3 clusters Score -4751570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -4751567.000000 Penalty: 5266.955078
	Iteration 47Q: 3 clusters Score -4751567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4751567.500000 Penalty: 5266.955078
	Iteration 48Q: 3 clusters Score -4751568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -4751574.000000 Penalty: 5266.955078
	Iteration 49Q: 3 clusters Score -4751574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -4751576.500000 Penalty: 5266.955078
	Iteration 50Q: 3 clusters Score -4751576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -4751588.500000 Penalty: 5266.955078
	Iteration 51Q: 3 clusters Score -4751588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4751591.000000 Penalty: 5266.955078
	Iteration 52Q: 3 clusters Score -4751591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -4751590.000000 Penalty: 5266.955078
	Iteration 53Q: 3 clusters Score -4751590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -4751595.500000 Penalty: 5266.955078
	Iteration 54Q: 3 clusters Score -4751596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -4751603.000000 Penalty: 5266.955078
	Iteration 55Q: 3 clusters Score -4751603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -4751603.500000 Penalty: 5266.955078
	Iteration 56Q: 3 clusters Score -4751604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4751612.000000 Penalty: 5266.955078
	Iteration 57Q: 3 clusters Score -4751612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -4751615.500000 Penalty: 5266.955078
	Iteration 58Q: 3 clusters Score -4751616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4751625.000000 Penalty: 5266.955078
	Iteration 59Q: 3 clusters Score -4751625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -4751624.500000 Penalty: 5266.955078
	Iteration 60F: 3 clusters Score -4751624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -4751633.000000 Penalty: 5266.955078
	Iteration 61Q: 3 clusters Score -4751633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -4751642.500000 Penalty: 5266.955078
	Iteration 62Q: 3 clusters Score -4751642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4751651.000000 Penalty: 5266.955078
	Iteration 63Q: 3 clusters Score -4751651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -4751653.500000 Penalty: 5266.955078
	Iteration 64Q: 3 clusters Score -4751654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -4751650.000000 Penalty: 5266.955078
	Iteration 65Q: 3 clusters Score -4751650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -4751655.500000 Penalty: 5266.955078
	Iteration 66Q: 3 clusters Score -4751656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -4751654.500000 Penalty: 5266.955078
	Iteration 67Q: 3 clusters Score -4751654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -4751658.500000 Penalty: 5266.955078
	Iteration 68Q: 3 clusters Score -4751658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -4751655.500000 Penalty: 5266.955078
	Iteration 69Q: 3 clusters Score -4751656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -4751654.000000 Penalty: 5266.955078
	Iteration 70Q: 3 clusters Score -4751654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -4751651.500000 Penalty: 5266.955078
	Iteration 71Q: 3 clusters Score -4751652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -4751650.500000 Penalty: 5266.955078
	Iteration 72Q: 3 clusters Score -4751650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -4751650.500000 Penalty: 5266.955078
	Iteration 73F: 3 clusters Score -4751650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Entering Unmasked Estep 
Score: -598015.187500 Penalty: 2156.111816
	Iteration 0F: 2 clusters Score -598015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -592943.187500 Penalty: 4312.223633
	Iteration 0F: 3 clusters Score -592943.2 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -594326.625000 Penalty: 4312.223633
	Iteration 1F: 3 clusters Score -594326.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -594682.250000 Penalty: 4312.223633
	Iteration 2F: 3 clusters Score -594682.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -595033.312500 Penalty: 4312.223633
	Iteration 3F: 3 clusters Score -595033.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -595310.562500 Penalty: 4312.223633
	Iteration 4F: 3 clusters Score -595310.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -595599.250000 Penalty: 4312.223633
	Iteration 5F: 3 clusters Score -595599.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -595909.437500 Penalty: 4312.223633
	Iteration 6F: 3 clusters Score -595909.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -596217.000000 Penalty: 4312.223633
	Iteration 7F: 3 clusters Score -596217 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -596511.062500 Penalty: 4312.223633
	Iteration 8Q: 3 clusters Score -596511.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -596729.000000 Penalty: 4312.223633
	Iteration 9Q: 3 clusters Score -596729 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -596862.000000 Penalty: 4312.223633
	Iteration 10Q: 3 clusters Score -596862 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -596923.375000 Penalty: 4312.223633
	Iteration 11Q: 3 clusters Score -596923.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -596971.687500 Penalty: 4312.223633
	Iteration 12Q: 3 clusters Score -596971.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -597007.625000 Penalty: 4312.223633
	Iteration 13Q: 3 clusters Score -597007.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -597031.750000 Penalty: 4312.223633
	Iteration 14Q: 3 clusters Score -597031.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -597041.562500 Penalty: 4312.223633
	Iteration 15Q: 3 clusters Score -597041.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -597050.187500 Penalty: 4312.223633
	Iteration 16Q: 3 clusters Score -597050.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -597058.000000 Penalty: 4312.223633
	Iteration 17Q: 3 clusters Score -597058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -597064.562500 Penalty: 4312.223633
	Iteration 18Q: 3 clusters Score -597064.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -597070.250000 Penalty: 4312.223633
	Iteration 19Q: 3 clusters Score -597070.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -597075.562500 Penalty: 4312.223633
	Iteration 20F: 3 clusters Score -597075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -597080.875000 Penalty: 4312.223633
	Iteration 21Q: 3 clusters Score -597080.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -597084.687500 Penalty: 4312.223633
	Iteration 22Q: 3 clusters Score -597084.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -597090.562500 Penalty: 4312.223633
	Iteration 23Q: 3 clusters Score -597090.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -597093.562500 Penalty: 4312.223633
	Iteration 24Q: 3 clusters Score -597093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -597096.062500 Penalty: 4312.223633
	Iteration 25Q: 3 clusters Score -597096.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -597101.750000 Penalty: 4312.223633
	Iteration 26Q: 3 clusters Score -597101.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -597104.312500 Penalty: 4312.223633
	Iteration 27Q: 3 clusters Score -597104.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -597108.250000 Penalty: 4312.223633
	Iteration 28Q: 3 clusters Score -597108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -597107.750000 Penalty: 4312.223633
	Iteration 29Q: 3 clusters Score -597107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -597108.812500 Penalty: 4312.223633
	Iteration 30Q: 3 clusters Score -597108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -597110.125000 Penalty: 4312.223633
	Iteration 31Q: 3 clusters Score -597110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -597109.812500 Penalty: 4312.223633
	Iteration 32Q: 3 clusters Score -597109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -597109.812500 Penalty: 4312.223633
	Iteration 33F: 3 clusters Score -597109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -72298.882812 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -72298.88 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 292 members 
Entering Unmasked Estep 
Score: -70798.789062 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -70798.79 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71133.625000 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -71133.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71296.992188 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -71296.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71428.515625 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -71428.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71504.867188 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -71504.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71568.968750 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -71568.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71595.609375 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -71595.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71605.812500 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -71605.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71613.945312 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -71613.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71622.656250 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -71622.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71634.093750 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -71634.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71639.218750 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -71639.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71639.875000 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -71639.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71639.875000 Penalty: 3150.904053
	Iteration 13F: 3 clusters Score -71639.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -642757.875000 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -642757.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -637919.875000 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -637919.9 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -639105.812500 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -639105.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -639465.000000 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -639465 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -639762.125000 Penalty: 4276.558105
	Iteration 3F: 3 clusters Score -639762.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -640069.062500 Penalty: 4276.558105
	Iteration 4F: 3 clusters Score -640069.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -640366.125000 Penalty: 4276.558105
	Iteration 5F: 3 clusters Score -640366.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -640643.562500 Penalty: 4276.558105
	Iteration 6F: 3 clusters Score -640643.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -640837.062500 Penalty: 4276.558105
	Iteration 7Q: 3 clusters Score -640837.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -640979.750000 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -640979.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -641082.875000 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -641082.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -641150.187500 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -641150.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -641197.812500 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -641197.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -641235.500000 Penalty: 4276.558105
	Iteration 12Q: 3 clusters Score -641235.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -641259.687500 Penalty: 4276.558105
	Iteration 13Q: 3 clusters Score -641259.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -641273.312500 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -641273.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -641280.062500 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -641280.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -641288.625000 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -641288.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -641292.875000 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -641292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -641297.000000 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -641297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -641299.875000 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -641299.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -641302.687500 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -641302.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -641304.375000 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -641304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -641306.937500 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -641306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -641309.187500 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -641309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -641311.375000 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -641311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -641312.750000 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -641312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -641313.875000 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -641313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -641314.125000 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -641314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -641314.812500 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -641314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -641314.812500 Penalty: 4276.558105
	Iteration 29F: 3 clusters Score -641314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -332748.343750 Penalty: 1974.506226
	Iteration 0F: 2 clusters Score -332748.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -329594.468750 Penalty: 3949.012451
	Iteration 0F: 3 clusters Score -329594.5 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -330253.531250 Penalty: 3949.012451
	Iteration 1F: 3 clusters Score -330253.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -330439.375000 Penalty: 3949.012451
	Iteration 2F: 3 clusters Score -330439.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -330522.000000 Penalty: 3949.012451
	Iteration 3Q: 3 clusters Score -330522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -330577.375000 Penalty: 3949.012451
	Iteration 4Q: 3 clusters Score -330577.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -330629.781250 Penalty: 3949.012451
	Iteration 5Q: 3 clusters Score -330629.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -330680.218750 Penalty: 3949.012451
	Iteration 6Q: 3 clusters Score -330680.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -330710.968750 Penalty: 3949.012451
	Iteration 7Q: 3 clusters Score -330711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -330733.281250 Penalty: 3949.012451
	Iteration 8Q: 3 clusters Score -330733.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330745.156250 Penalty: 3949.012451
	Iteration 9Q: 3 clusters Score -330745.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -330751.750000 Penalty: 3949.012451
	Iteration 10Q: 3 clusters Score -330751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330756.781250 Penalty: 3949.012451
	Iteration 11Q: 3 clusters Score -330756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -330758.656250 Penalty: 3949.012451
	Iteration 12Q: 3 clusters Score -330758.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330760.562500 Penalty: 3949.012451
	Iteration 13Q: 3 clusters Score -330760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -330762.718750 Penalty: 3949.012451
	Iteration 14Q: 3 clusters Score -330762.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -330769.375000 Penalty: 3949.012451
	Iteration 15Q: 3 clusters Score -330769.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -330775.937500 Penalty: 3949.012451
	Iteration 16Q: 3 clusters Score -330775.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -330780.781250 Penalty: 3949.012451
	Iteration 17Q: 3 clusters Score -330780.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -330786.843750 Penalty: 3949.012451
	Iteration 18Q: 3 clusters Score -330786.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -330798.281250 Penalty: 3949.012451
	Iteration 19Q: 3 clusters Score -330798.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -330813.906250 Penalty: 3949.012451
	Iteration 20F: 3 clusters Score -330813.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -330830.937500 Penalty: 3949.012451
	Iteration 21Q: 3 clusters Score -330830.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -330845.406250 Penalty: 3949.012451
	Iteration 22Q: 3 clusters Score -330845.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -330856.375000 Penalty: 3949.012451
	Iteration 23Q: 3 clusters Score -330856.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -330866.718750 Penalty: 3949.012451
	Iteration 24Q: 3 clusters Score -330866.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -330874.375000 Penalty: 3949.012451
	Iteration 25Q: 3 clusters Score -330874.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -330881.250000 Penalty: 3949.012451
	Iteration 26Q: 3 clusters Score -330881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330884.718750 Penalty: 3949.012451
	Iteration 27Q: 3 clusters Score -330884.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -330889.281250 Penalty: 3949.012451
	Iteration 28Q: 3 clusters Score -330889.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -330895.500000 Penalty: 3949.012451
	Iteration 29Q: 3 clusters Score -330895.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -330902.593750 Penalty: 3949.012451
	Iteration 30Q: 3 clusters Score -330902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330908.437500 Penalty: 3949.012451
	Iteration 31Q: 3 clusters Score -330908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -330914.250000 Penalty: 3949.012451
	Iteration 32Q: 3 clusters Score -330914.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -330920.281250 Penalty: 3949.012451
	Iteration 33Q: 3 clusters Score -330920.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -330929.000000 Penalty: 3949.012451
	Iteration 34Q: 3 clusters Score -330929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -330938.687500 Penalty: 3949.012451
	Iteration 35Q: 3 clusters Score -330938.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -330948.062500 Penalty: 3949.012451
	Iteration 36Q: 3 clusters Score -330948.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -330954.031250 Penalty: 3949.012451
	Iteration 37Q: 3 clusters Score -330954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330958.437500 Penalty: 3949.012451
	Iteration 38Q: 3 clusters Score -330958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -330961.093750 Penalty: 3949.012451
	Iteration 39Q: 3 clusters Score -330961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -330966.125000 Penalty: 3949.012451
	Iteration 40F: 3 clusters Score -330966.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -330973.906250 Penalty: 3949.012451
	Iteration 41Q: 3 clusters Score -330973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -330981.312500 Penalty: 3949.012451
	Iteration 42Q: 3 clusters Score -330981.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -330988.343750 Penalty: 3949.012451
	Iteration 43Q: 3 clusters Score -330988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -330994.843750 Penalty: 3949.012451
	Iteration 44Q: 3 clusters Score -330994.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -331004.593750 Penalty: 3949.012451
	Iteration 45Q: 3 clusters Score -331004.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -331016.000000 Penalty: 3949.012451
	Iteration 46Q: 3 clusters Score -331016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -331029.000000 Penalty: 3949.012451
	Iteration 47Q: 3 clusters Score -331029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -331040.375000 Penalty: 3949.012451
	Iteration 48Q: 3 clusters Score -331040.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -331046.281250 Penalty: 3949.012451
	Iteration 49Q: 3 clusters Score -331046.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -331053.156250 Penalty: 3949.012451
	Iteration 50Q: 3 clusters Score -331053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -331058.375000 Penalty: 3949.012451
	Iteration 51Q: 3 clusters Score -331058.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -331062.781250 Penalty: 3949.012451
	Iteration 52Q: 3 clusters Score -331062.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -331065.843750 Penalty: 3949.012451
	Iteration 53Q: 3 clusters Score -331065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -331066.562500 Penalty: 3949.012451
	Iteration 54Q: 3 clusters Score -331066.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -331069.406250 Penalty: 3949.012451
	Iteration 55Q: 3 clusters Score -331069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -331072.718750 Penalty: 3949.012451
	Iteration 56Q: 3 clusters Score -331072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -331075.937500 Penalty: 3949.012451
	Iteration 57Q: 3 clusters Score -331075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -331077.593750 Penalty: 3949.012451
	Iteration 58Q: 3 clusters Score -331077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -331081.250000 Penalty: 3949.012451
	Iteration 59Q: 3 clusters Score -331081.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -331083.125000 Penalty: 3949.012451
	Iteration 60F: 3 clusters Score -331083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -331083.937500 Penalty: 3949.012451
	Iteration 61Q: 3 clusters Score -331083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -331086.781250 Penalty: 3949.012451
	Iteration 62Q: 3 clusters Score -331086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -331089.125000 Penalty: 3949.012451
	Iteration 63Q: 3 clusters Score -331089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -331089.875000 Penalty: 3949.012451
	Iteration 64Q: 3 clusters Score -331089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -331091.187500 Penalty: 3949.012451
	Iteration 65Q: 3 clusters Score -331091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -331092.843750 Penalty: 3949.012451
	Iteration 66Q: 3 clusters Score -331092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -331094.406250 Penalty: 3949.012451
	Iteration 67Q: 3 clusters Score -331094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -331094.937500 Penalty: 3949.012451
	Iteration 68Q: 3 clusters Score -331094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -331095.593750 Penalty: 3949.012451
	Iteration 69Q: 3 clusters Score -331095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -331097.625000 Penalty: 3949.012451
	Iteration 70Q: 3 clusters Score -331097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -331099.062500 Penalty: 3949.012451
	Iteration 71Q: 3 clusters Score -331099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -331102.062500 Penalty: 3949.012451
	Iteration 72Q: 3 clusters Score -331102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -331102.937500 Penalty: 3949.012451
	Iteration 73Q: 3 clusters Score -331102.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -331105.156250 Penalty: 3949.012451
	Iteration 74Q: 3 clusters Score -331105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -331109.750000 Penalty: 3949.012451
	Iteration 75Q: 3 clusters Score -331109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -331113.687500 Penalty: 3949.012451
	Iteration 76Q: 3 clusters Score -331113.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -331117.343750 Penalty: 3949.012451
	Iteration 77Q: 3 clusters Score -331117.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -331123.218750 Penalty: 3949.012451
	Iteration 78Q: 3 clusters Score -331123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -331129.750000 Penalty: 3949.012451
	Iteration 79Q: 3 clusters Score -331129.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -331135.000000 Penalty: 3949.012451
	Iteration 80F: 3 clusters Score -331135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -331137.968750 Penalty: 3949.012451
	Iteration 81Q: 3 clusters Score -331138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -331140.812500 Penalty: 3949.012451
	Iteration 82Q: 3 clusters Score -331140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -331143.031250 Penalty: 3949.012451
	Iteration 83Q: 3 clusters Score -331143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -331144.062500 Penalty: 3949.012451
	Iteration 84Q: 3 clusters Score -331144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -331144.625000 Penalty: 3949.012451
	Iteration 85Q: 3 clusters Score -331144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -331144.625000 Penalty: 3949.012451
	Iteration 86F: 3 clusters Score -331144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -265574.625000 Penalty: 1916.537842
	Iteration 0F: 2 clusters Score -265574.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -262753.906250 Penalty: 3833.075684
	Iteration 0F: 3 clusters Score -262753.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263310.312500 Penalty: 3833.075684
	Iteration 1F: 3 clusters Score -263310.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -263457.093750 Penalty: 3833.075684
	Iteration 2F: 3 clusters Score -263457.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -263538.187500 Penalty: 3833.075684
	Iteration 3Q: 3 clusters Score -263538.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -263591.750000 Penalty: 3833.075684
	Iteration 4Q: 3 clusters Score -263591.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -263623.718750 Penalty: 3833.075684
	Iteration 5Q: 3 clusters Score -263623.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -263641.187500 Penalty: 3833.075684
	Iteration 6Q: 3 clusters Score -263641.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -263660.281250 Penalty: 3833.075684
	Iteration 7Q: 3 clusters Score -263660.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -263681.093750 Penalty: 3833.075684
	Iteration 8Q: 3 clusters Score -263681.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -263692.375000 Penalty: 3833.075684
	Iteration 9Q: 3 clusters Score -263692.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -263704.187500 Penalty: 3833.075684
	Iteration 10Q: 3 clusters Score -263704.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -263718.375000 Penalty: 3833.075684
	Iteration 11Q: 3 clusters Score -263718.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -263735.531250 Penalty: 3833.075684
	Iteration 12Q: 3 clusters Score -263735.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -263749.187500 Penalty: 3833.075684
	Iteration 13Q: 3 clusters Score -263749.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -263755.968750 Penalty: 3833.075684
	Iteration 14Q: 3 clusters Score -263756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -263758.750000 Penalty: 3833.075684
	Iteration 15Q: 3 clusters Score -263758.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -263768.406250 Penalty: 3833.075684
	Iteration 16Q: 3 clusters Score -263768.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -263783.218750 Penalty: 3833.075684
	Iteration 17Q: 3 clusters Score -263783.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -263792.687500 Penalty: 3833.075684
	Iteration 18Q: 3 clusters Score -263792.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -263798.000000 Penalty: 3833.075684
	Iteration 19Q: 3 clusters Score -263798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -263801.218750 Penalty: 3833.075684
	Iteration 20F: 3 clusters Score -263801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -263805.625000 Penalty: 3833.075684
	Iteration 21Q: 3 clusters Score -263805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -263806.562500 Penalty: 3833.075684
	Iteration 22Q: 3 clusters Score -263806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -263807.937500 Penalty: 3833.075684
	Iteration 23Q: 3 clusters Score -263807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -263810.125000 Penalty: 3833.075684
	Iteration 24Q: 3 clusters Score -263810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -263811.187500 Penalty: 3833.075684
	Iteration 25Q: 3 clusters Score -263811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -263811.781250 Penalty: 3833.075684
	Iteration 26Q: 3 clusters Score -263811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -263813.156250 Penalty: 3833.075684
	Iteration 27Q: 3 clusters Score -263813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -263816.250000 Penalty: 3833.075684
	Iteration 28Q: 3 clusters Score -263816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -263819.156250 Penalty: 3833.075684
	Iteration 29Q: 3 clusters Score -263819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -263821.375000 Penalty: 3833.075684
	Iteration 30Q: 3 clusters Score -263821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -263823.312500 Penalty: 3833.075684
	Iteration 31Q: 3 clusters Score -263823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -263824.406250 Penalty: 3833.075684
	Iteration 32Q: 3 clusters Score -263824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -263825.968750 Penalty: 3833.075684
	Iteration 33Q: 3 clusters Score -263826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -263827.593750 Penalty: 3833.075684
	Iteration 34Q: 3 clusters Score -263827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -263827.906250 Penalty: 3833.075684
	Iteration 35Q: 3 clusters Score -263827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -263827.906250 Penalty: 3833.075684
	Iteration 36F: 3 clusters Score -263827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Entering Unmasked Estep 
Score: -1141040.500000 Penalty: 2281.521729
	Iteration 0F: 2 clusters Score -1141040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1133424.250000 Penalty: 4563.043457
	Iteration 0F: 3 clusters Score -1133424 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1135615.125000 Penalty: 4563.043457
	Iteration 1F: 3 clusters Score -1135615 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1135867.125000 Penalty: 4563.043457
	Iteration 2F: 3 clusters Score -1135867 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1136047.375000 Penalty: 4563.043457
	Iteration 3Q: 3 clusters Score -1136047 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1136212.500000 Penalty: 4563.043457
	Iteration 4Q: 3 clusters Score -1136212 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1136383.375000 Penalty: 4563.043457
	Iteration 5Q: 3 clusters Score -1136383 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1136533.125000 Penalty: 4563.043457
	Iteration 6Q: 3 clusters Score -1136533 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1136676.125000 Penalty: 4563.043457
	Iteration 7Q: 3 clusters Score -1136676 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1136827.125000 Penalty: 4563.043457
	Iteration 8Q: 3 clusters Score -1136827 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1136984.625000 Penalty: 4563.043457
	Iteration 9Q: 3 clusters Score -1136985 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1137154.750000 Penalty: 4563.043457
	Iteration 10Q: 3 clusters Score -1137155 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1137346.250000 Penalty: 4563.043457
	Iteration 11Q: 3 clusters Score -1137346 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1137572.500000 Penalty: 4563.043457
	Iteration 12Q: 3 clusters Score -1137572 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1137824.000000 Penalty: 4563.043457
	Iteration 13Q: 3 clusters Score -1137824 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1138073.375000 Penalty: 4563.043457
	Iteration 14Q: 3 clusters Score -1138073 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1138320.625000 Penalty: 4563.043457
	Iteration 15Q: 3 clusters Score -1138321 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1138540.500000 Penalty: 4563.043457
	Iteration 16Q: 3 clusters Score -1138540 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1138712.250000 Penalty: 4563.043457
	Iteration 17Q: 3 clusters Score -1138712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1138838.000000 Penalty: 4563.043457
	Iteration 18Q: 3 clusters Score -1138838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1138933.750000 Penalty: 4563.043457
	Iteration 19Q: 3 clusters Score -1138934 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1138993.750000 Penalty: 4563.043457
	Iteration 20F: 3 clusters Score -1138994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1139037.625000 Penalty: 4563.043457
	Iteration 21Q: 3 clusters Score -1139038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1139074.250000 Penalty: 4563.043457
	Iteration 22Q: 3 clusters Score -1139074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1139103.250000 Penalty: 4563.043457
	Iteration 23Q: 3 clusters Score -1139103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1139133.000000 Penalty: 4563.043457
	Iteration 24Q: 3 clusters Score -1139133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1139154.375000 Penalty: 4563.043457
	Iteration 25Q: 3 clusters Score -1139154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1139169.250000 Penalty: 4563.043457
	Iteration 26Q: 3 clusters Score -1139169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1139175.000000 Penalty: 4563.043457
	Iteration 27Q: 3 clusters Score -1139175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1139181.000000 Penalty: 4563.043457
	Iteration 28Q: 3 clusters Score -1139181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1139185.750000 Penalty: 4563.043457
	Iteration 29Q: 3 clusters Score -1139186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1139189.000000 Penalty: 4563.043457
	Iteration 30Q: 3 clusters Score -1139189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1139188.250000 Penalty: 4563.043457
	Iteration 31Q: 3 clusters Score -1139188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1139188.250000 Penalty: 4563.043457
	Iteration 32F: 3 clusters Score -1139188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -240091.515625 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -240091.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -237515.062500 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -237515.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -237963.968750 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -237964 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -238054.421875 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -238054.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -238102.359375 Penalty: 3771.780518
	Iteration 3Q: 3 clusters Score -238102.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -238143.531250 Penalty: 3771.780518
	Iteration 4Q: 3 clusters Score -238143.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -238168.046875 Penalty: 3771.780518
	Iteration 5Q: 3 clusters Score -238168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -238188.828125 Penalty: 3771.780518
	Iteration 6Q: 3 clusters Score -238188.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -238208.000000 Penalty: 3771.780518
	Iteration 7Q: 3 clusters Score -238208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -238218.093750 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -238218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -238225.000000 Penalty: 3771.780518
	Iteration 9Q: 3 clusters Score -238225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238230.937500 Penalty: 3771.780518
	Iteration 10Q: 3 clusters Score -238230.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -238235.218750 Penalty: 3771.780518
	Iteration 11Q: 3 clusters Score -238235.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -238236.781250 Penalty: 3771.780518
	Iteration 12Q: 3 clusters Score -238236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -238242.812500 Penalty: 3771.780518
	Iteration 13Q: 3 clusters Score -238242.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -238249.125000 Penalty: 3771.780518
	Iteration 14Q: 3 clusters Score -238249.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -238252.093750 Penalty: 3771.780518
	Iteration 15Q: 3 clusters Score -238252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -238253.843750 Penalty: 3771.780518
	Iteration 16Q: 3 clusters Score -238253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -238254.781250 Penalty: 3771.780518
	Iteration 17Q: 3 clusters Score -238254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -238255.078125 Penalty: 3771.780518
	Iteration 18Q: 3 clusters Score -238255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -238256.234375 Penalty: 3771.780518
	Iteration 19Q: 3 clusters Score -238256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -238256.234375 Penalty: 3771.780518
	Iteration 20F: 3 clusters Score -238256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -53408.964844 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -53408.96 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 268 members 
Entering Unmasked Estep 
Score: -51871.636719 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -51871.64 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52158.238281 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -52158.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52335.042969 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -52335.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52464.179688 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -52464.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52583.074219 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -52583.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52717.089844 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -52717.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52879.175781 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -52879.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53013.980469 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -53013.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53152.597656 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -53152.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53206.339844 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -53206.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53257.601562 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -53257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53288.000000 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -53288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53299.621094 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -53299.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53307.417969 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -53307.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53308.054688 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -53308.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53312.535156 Penalty: 3150.039307
	Iteration 15F: 3 clusters Score -53312.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53321.707031 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -53321.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53326.730469 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -53326.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53339.335938 Penalty: 3150.039307
	Iteration 18Q: 3 clusters Score -53339.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53342.183594 Penalty: 3150.039307
	Iteration 19Q: 3 clusters Score -53342.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53342.183594 Penalty: 3150.039307
	Iteration 20F: 3 clusters Score -53342.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -217580.718750 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -217580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -215268.734375 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -215268.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215936.343750 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -215936.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -216369.484375 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -216369.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -216690.109375 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -216690.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -216967.984375 Penalty: 3649.031494
	Iteration 4F: 3 clusters Score -216968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -217098.062500 Penalty: 3649.031494
	Iteration 5F: 3 clusters Score -217098.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -217159.953125 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -217160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -217188.812500 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -217188.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -217212.296875 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -217212.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -217226.296875 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -217226.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -217238.265625 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -217238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -217253.703125 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -217253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -217257.718750 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -217257.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -217262.140625 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -217262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -217267.406250 Penalty: 3649.031494
	Iteration 14Q: 3 clusters Score -217267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217270.984375 Penalty: 3649.031494
	Iteration 15Q: 3 clusters Score -217271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -217272.609375 Penalty: 3649.031494
	Iteration 16Q: 3 clusters Score -217272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -217272.812500 Penalty: 3649.031494
	Iteration 17Q: 3 clusters Score -217272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -217272.812500 Penalty: 3649.031494
	Iteration 18F: 3 clusters Score -217272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Entering Unmasked Estep 
Score: -999451.125000 Penalty: 2244.704346
	Iteration 0F: 2 clusters Score -999451.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -992657.312500 Penalty: 4489.408691
	Iteration 0F: 3 clusters Score -992657.3 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -994523.562500 Penalty: 4489.408691
	Iteration 1F: 3 clusters Score -994523.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -994881.500000 Penalty: 4489.408691
	Iteration 2F: 3 clusters Score -994881.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -995178.000000 Penalty: 4489.408691
	Iteration 3F: 3 clusters Score -995178 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -995444.500000 Penalty: 4489.408691
	Iteration 4F: 3 clusters Score -995444.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -995695.000000 Penalty: 4489.408691
	Iteration 5Q: 3 clusters Score -995695 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -995980.187500 Penalty: 4489.408691
	Iteration 6Q: 3 clusters Score -995980.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -996317.937500 Penalty: 4489.408691
	Iteration 7F: 3 clusters Score -996317.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -996614.312500 Penalty: 4489.408691
	Iteration 8F: 3 clusters Score -996614.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -996858.812500 Penalty: 4489.408691
	Iteration 9Q: 3 clusters Score -996858.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -997051.937500 Penalty: 4489.408691
	Iteration 10Q: 3 clusters Score -997051.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -997170.437500 Penalty: 4489.408691
	Iteration 11Q: 3 clusters Score -997170.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -997257.500000 Penalty: 4489.408691
	Iteration 12Q: 3 clusters Score -997257.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -997314.562500 Penalty: 4489.408691
	Iteration 13Q: 3 clusters Score -997314.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -997354.562500 Penalty: 4489.408691
	Iteration 14Q: 3 clusters Score -997354.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -997385.812500 Penalty: 4489.408691
	Iteration 15Q: 3 clusters Score -997385.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -997410.250000 Penalty: 4489.408691
	Iteration 16Q: 3 clusters Score -997410.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -997431.500000 Penalty: 4489.408691
	Iteration 17Q: 3 clusters Score -997431.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -997454.250000 Penalty: 4489.408691
	Iteration 18Q: 3 clusters Score -997454.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -997470.000000 Penalty: 4489.408691
	Iteration 19Q: 3 clusters Score -997470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -997486.062500 Penalty: 4489.408691
	Iteration 20F: 3 clusters Score -997486.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -997493.437500 Penalty: 4489.408691
	Iteration 21Q: 3 clusters Score -997493.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -997501.437500 Penalty: 4489.408691
	Iteration 22Q: 3 clusters Score -997501.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -997503.687500 Penalty: 4489.408691
	Iteration 23Q: 3 clusters Score -997503.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -997508.062500 Penalty: 4489.408691
	Iteration 24Q: 3 clusters Score -997508.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -997510.375000 Penalty: 4489.408691
	Iteration 25Q: 3 clusters Score -997510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -997510.875000 Penalty: 4489.408691
	Iteration 26Q: 3 clusters Score -997510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -997512.500000 Penalty: 4489.408691
	Iteration 27Q: 3 clusters Score -997512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -997512.750000 Penalty: 4489.408691
	Iteration 28Q: 3 clusters Score -997512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -997512.500000 Penalty: 4489.408691
	Iteration 29Q: 3 clusters Score -997512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -997514.625000 Penalty: 4489.408691
	Iteration 30Q: 3 clusters Score -997514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -997516.187500 Penalty: 4489.408691
	Iteration 31Q: 3 clusters Score -997516.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -997520.062500 Penalty: 4489.408691
	Iteration 32Q: 3 clusters Score -997520.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -997524.312500 Penalty: 4489.408691
	Iteration 33Q: 3 clusters Score -997524.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -997527.437500 Penalty: 4489.408691
	Iteration 34Q: 3 clusters Score -997527.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -997531.500000 Penalty: 4489.408691
	Iteration 35Q: 3 clusters Score -997531.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -997535.812500 Penalty: 4489.408691
	Iteration 36Q: 3 clusters Score -997535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -997541.562500 Penalty: 4489.408691
	Iteration 37Q: 3 clusters Score -997541.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -997543.250000 Penalty: 4489.408691
	Iteration 38Q: 3 clusters Score -997543.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -997544.625000 Penalty: 4489.408691
	Iteration 39Q: 3 clusters Score -997544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -997543.562500 Penalty: 4489.408691
	Iteration 40F: 3 clusters Score -997543.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -997545.187500 Penalty: 4489.408691
	Iteration 41Q: 3 clusters Score -997545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -997547.500000 Penalty: 4489.408691
	Iteration 42Q: 3 clusters Score -997547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -997546.250000 Penalty: 4489.408691
	Iteration 43Q: 3 clusters Score -997546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -997548.187500 Penalty: 4489.408691
	Iteration 44Q: 3 clusters Score -997548.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -997548.187500 Penalty: 4489.408691
	Iteration 45F: 3 clusters Score -997548.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -237254.609375 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -237254.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -234616.015625 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -234616 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -235032.843750 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -235032.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -235131.468750 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -235131.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -235193.000000 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -235193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -235234.515625 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -235234.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -235266.687500 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -235266.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -235294.390625 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -235294.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -235316.203125 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -235316.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -235327.187500 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -235327.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -235337.343750 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -235337.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -235348.000000 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -235348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -235356.046875 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -235356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -235365.218750 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -235365.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -235375.890625 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -235375.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -235382.078125 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -235382.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -235391.312500 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -235391.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -235400.109375 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -235400.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -235410.125000 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -235410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -235417.828125 Penalty: 3783.744629
	Iteration 18Q: 3 clusters Score -235417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -235423.171875 Penalty: 3783.744629
	Iteration 19Q: 3 clusters Score -235423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -235429.625000 Penalty: 3783.744629
	Iteration 20F: 3 clusters Score -235429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -235434.515625 Penalty: 3783.744629
	Iteration 21Q: 3 clusters Score -235434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -235437.531250 Penalty: 3783.744629
	Iteration 22Q: 3 clusters Score -235437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -235439.468750 Penalty: 3783.744629
	Iteration 23Q: 3 clusters Score -235439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -235440.953125 Penalty: 3783.744629
	Iteration 24Q: 3 clusters Score -235441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -235441.953125 Penalty: 3783.744629
	Iteration 25Q: 3 clusters Score -235442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -235442.625000 Penalty: 3783.744629
	Iteration 26Q: 3 clusters Score -235442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -235442.843750 Penalty: 3783.744629
	Iteration 27Q: 3 clusters Score -235442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -235443.343750 Penalty: 3783.744629
	Iteration 28Q: 3 clusters Score -235443.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -235443.343750 Penalty: 3783.744629
	Iteration 29F: 3 clusters Score -235443.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Entering Unmasked Estep 
Score: -1322345.250000 Penalty: 2309.576172
	Iteration 0F: 2 clusters Score -1322345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1313890.625000 Penalty: 4619.152344
	Iteration 0F: 3 clusters Score -1313891 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1316500.375000 Penalty: 4619.152344
	Iteration 1F: 3 clusters Score -1316500 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1316856.500000 Penalty: 4619.152344
	Iteration 2F: 3 clusters Score -1316856 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1317115.875000 Penalty: 4619.152344
	Iteration 3F: 3 clusters Score -1317116 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1317297.125000 Penalty: 4619.152344
	Iteration 4Q: 3 clusters Score -1317297 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1317470.750000 Penalty: 4619.152344
	Iteration 5Q: 3 clusters Score -1317471 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1317634.500000 Penalty: 4619.152344
	Iteration 6Q: 3 clusters Score -1317634 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1317790.250000 Penalty: 4619.152344
	Iteration 7Q: 3 clusters Score -1317790 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1317978.750000 Penalty: 4619.152344
	Iteration 8Q: 3 clusters Score -1317979 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1318210.875000 Penalty: 4619.152344
	Iteration 9Q: 3 clusters Score -1318211 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1318516.125000 Penalty: 4619.152344
	Iteration 10Q: 3 clusters Score -1318516 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1318878.625000 Penalty: 4619.152344
	Iteration 11Q: 3 clusters Score -1318879 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1319197.250000 Penalty: 4619.152344
	Iteration 12Q: 3 clusters Score -1319197 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1319491.625000 Penalty: 4619.152344
	Iteration 13Q: 3 clusters Score -1319492 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1319721.250000 Penalty: 4619.152344
	Iteration 14Q: 3 clusters Score -1319721 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1319905.625000 Penalty: 4619.152344
	Iteration 15Q: 3 clusters Score -1319906 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1320053.250000 Penalty: 4619.152344
	Iteration 16Q: 3 clusters Score -1320053 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1320164.625000 Penalty: 4619.152344
	Iteration 17Q: 3 clusters Score -1320165 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1320264.250000 Penalty: 4619.152344
	Iteration 18Q: 3 clusters Score -1320264 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1320341.625000 Penalty: 4619.152344
	Iteration 19Q: 3 clusters Score -1320342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1320387.750000 Penalty: 4619.152344
	Iteration 20F: 3 clusters Score -1320388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1320416.875000 Penalty: 4619.152344
	Iteration 21Q: 3 clusters Score -1320417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1320440.375000 Penalty: 4619.152344
	Iteration 22Q: 3 clusters Score -1320440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1320465.625000 Penalty: 4619.152344
	Iteration 23Q: 3 clusters Score -1320466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1320471.000000 Penalty: 4619.152344
	Iteration 24Q: 3 clusters Score -1320471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1320482.750000 Penalty: 4619.152344
	Iteration 25Q: 3 clusters Score -1320483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1320489.625000 Penalty: 4619.152344
	Iteration 26Q: 3 clusters Score -1320490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1320500.625000 Penalty: 4619.152344
	Iteration 27Q: 3 clusters Score -1320501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1320509.375000 Penalty: 4619.152344
	Iteration 28Q: 3 clusters Score -1320509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1320510.375000 Penalty: 4619.152344
	Iteration 29Q: 3 clusters Score -1320510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1320513.625000 Penalty: 4619.152344
	Iteration 30Q: 3 clusters Score -1320514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1320514.875000 Penalty: 4619.152344
	Iteration 31Q: 3 clusters Score -1320515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1320517.875000 Penalty: 4619.152344
	Iteration 32Q: 3 clusters Score -1320518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1320519.000000 Penalty: 4619.152344
	Iteration 33Q: 3 clusters Score -1320519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1320521.500000 Penalty: 4619.152344
	Iteration 34Q: 3 clusters Score -1320522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1320519.875000 Penalty: 4619.152344
	Iteration 35Q: 3 clusters Score -1320520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1320526.000000 Penalty: 4619.152344
	Iteration 36Q: 3 clusters Score -1320526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1320531.000000 Penalty: 4619.152344
	Iteration 37Q: 3 clusters Score -1320531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1320535.875000 Penalty: 4619.152344
	Iteration 38Q: 3 clusters Score -1320536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1320539.375000 Penalty: 4619.152344
	Iteration 39Q: 3 clusters Score -1320539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1320546.750000 Penalty: 4619.152344
	Iteration 40F: 3 clusters Score -1320547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1320545.500000 Penalty: 4619.152344
	Iteration 41Q: 3 clusters Score -1320546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1320548.625000 Penalty: 4619.152344
	Iteration 42Q: 3 clusters Score -1320549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1320549.875000 Penalty: 4619.152344
	Iteration 43Q: 3 clusters Score -1320550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1320554.250000 Penalty: 4619.152344
	Iteration 44Q: 3 clusters Score -1320554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1320554.375000 Penalty: 4619.152344
	Iteration 45Q: 3 clusters Score -1320554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1320555.750000 Penalty: 4619.152344
	Iteration 46Q: 3 clusters Score -1320556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1320556.000000 Penalty: 4619.152344
	Iteration 47Q: 3 clusters Score -1320556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1320556.000000 Penalty: 4619.152344
	Iteration 48F: 3 clusters Score -1320556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Entering Unmasked Estep 
Score: -625048.625000 Penalty: 2164.850342
	Iteration 0F: 2 clusters Score -625048.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -619867.875000 Penalty: 4329.700684
	Iteration 0F: 3 clusters Score -619867.9 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -621452.250000 Penalty: 4329.700684
	Iteration 1F: 3 clusters Score -621452.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -621867.562500 Penalty: 4329.700684
	Iteration 2F: 3 clusters Score -621867.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -622188.500000 Penalty: 4329.700684
	Iteration 3F: 3 clusters Score -622188.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -622459.375000 Penalty: 4329.700684
	Iteration 4F: 3 clusters Score -622459.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -622682.875000 Penalty: 4329.700684
	Iteration 5Q: 3 clusters Score -622682.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -622876.000000 Penalty: 4329.700684
	Iteration 6Q: 3 clusters Score -622876 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -623049.812500 Penalty: 4329.700684
	Iteration 7Q: 3 clusters Score -623049.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -623217.312500 Penalty: 4329.700684
	Iteration 8Q: 3 clusters Score -623217.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -623338.875000 Penalty: 4329.700684
	Iteration 9Q: 3 clusters Score -623338.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -623433.062500 Penalty: 4329.700684
	Iteration 10Q: 3 clusters Score -623433.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -623537.625000 Penalty: 4329.700684
	Iteration 11Q: 3 clusters Score -623537.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -623660.687500 Penalty: 4329.700684
	Iteration 12Q: 3 clusters Score -623660.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -623772.000000 Penalty: 4329.700684
	Iteration 13Q: 3 clusters Score -623772 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -623850.687500 Penalty: 4329.700684
	Iteration 14Q: 3 clusters Score -623850.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -623911.625000 Penalty: 4329.700684
	Iteration 15Q: 3 clusters Score -623911.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -623949.187500 Penalty: 4329.700684
	Iteration 16Q: 3 clusters Score -623949.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -623978.375000 Penalty: 4329.700684
	Iteration 17Q: 3 clusters Score -623978.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -623997.062500 Penalty: 4329.700684
	Iteration 18Q: 3 clusters Score -623997.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -624008.875000 Penalty: 4329.700684
	Iteration 19Q: 3 clusters Score -624008.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -624023.937500 Penalty: 4329.700684
	Iteration 20F: 3 clusters Score -624023.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -624032.500000 Penalty: 4329.700684
	Iteration 21Q: 3 clusters Score -624032.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -624036.687500 Penalty: 4329.700684
	Iteration 22Q: 3 clusters Score -624036.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -624038.875000 Penalty: 4329.700684
	Iteration 23Q: 3 clusters Score -624038.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -624043.187500 Penalty: 4329.700684
	Iteration 24Q: 3 clusters Score -624043.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -624046.187500 Penalty: 4329.700684
	Iteration 25Q: 3 clusters Score -624046.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -624049.375000 Penalty: 4329.700684
	Iteration 26Q: 3 clusters Score -624049.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -624051.937500 Penalty: 4329.700684
	Iteration 27Q: 3 clusters Score -624051.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -624056.437500 Penalty: 4329.700684
	Iteration 28Q: 3 clusters Score -624056.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -624061.687500 Penalty: 4329.700684
	Iteration 29Q: 3 clusters Score -624061.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -624061.062500 Penalty: 4329.700684
	Iteration 30Q: 3 clusters Score -624061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -624063.312500 Penalty: 4329.700684
	Iteration 31Q: 3 clusters Score -624063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -624064.250000 Penalty: 4329.700684
	Iteration 32Q: 3 clusters Score -624064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -624064.937500 Penalty: 4329.700684
	Iteration 33Q: 3 clusters Score -624064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -624065.062500 Penalty: 4329.700684
	Iteration 34Q: 3 clusters Score -624065.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -624065.062500 Penalty: 4329.700684
	Iteration 35F: 3 clusters Score -624065.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -44073.968750 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -44073.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42762.261719 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -42762.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42965.519531 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -42965.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43106.207031 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -43106.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43270.453125 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -43270.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43306.476562 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -43306.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43306.476562 Penalty: 2868.777344
	Iteration 5F: 3 clusters Score -43306.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Entering Unmasked Estep 
Score: -566833.437500 Penalty: 2110.571777
	Iteration 0F: 2 clusters Score -566833.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -562335.187500 Penalty: 4221.143555
	Iteration 0F: 3 clusters Score -562335.2 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -563668.437500 Penalty: 4221.143555
	Iteration 1F: 3 clusters Score -563668.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -564169.062500 Penalty: 4221.143555
	Iteration 2F: 3 clusters Score -564169.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -564622.937500 Penalty: 4221.143555
	Iteration 3F: 3 clusters Score -564622.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -565102.812500 Penalty: 4221.143555
	Iteration 4F: 3 clusters Score -565102.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -565552.750000 Penalty: 4221.143555
	Iteration 5F: 3 clusters Score -565552.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -565864.187500 Penalty: 4221.143555
	Iteration 6F: 3 clusters Score -565864.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -566106.187500 Penalty: 4221.143555
	Iteration 7Q: 3 clusters Score -566106.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -566251.125000 Penalty: 4221.143555
	Iteration 8Q: 3 clusters Score -566251.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -566315.500000 Penalty: 4221.143555
	Iteration 9Q: 3 clusters Score -566315.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -566348.125000 Penalty: 4221.143555
	Iteration 10Q: 3 clusters Score -566348.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -566365.562500 Penalty: 4221.143555
	Iteration 11Q: 3 clusters Score -566365.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -566374.812500 Penalty: 4221.143555
	Iteration 12Q: 3 clusters Score -566374.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -566380.000000 Penalty: 4221.143555
	Iteration 13Q: 3 clusters Score -566380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -566380.625000 Penalty: 4221.143555
	Iteration 14Q: 3 clusters Score -566380.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -566382.750000 Penalty: 4221.143555
	Iteration 15Q: 3 clusters Score -566382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -566384.750000 Penalty: 4221.143555
	Iteration 16Q: 3 clusters Score -566384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -566384.187500 Penalty: 4221.143555
	Iteration 17Q: 3 clusters Score -566384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -566386.812500 Penalty: 4221.143555
	Iteration 18Q: 3 clusters Score -566386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -566388.062500 Penalty: 4221.143555
	Iteration 19Q: 3 clusters Score -566388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -566388.250000 Penalty: 4221.143555
	Iteration 20F: 3 clusters Score -566388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (34652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Entering Unmasked Estep 
Score: -3965377.500000 Penalty: 2592.371338
	Iteration 0F: 2 clusters Score -3965378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3941800.000000 Penalty: 5184.742676
	Iteration 0F: 3 clusters Score -3941800 nChanged 15671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3950789.000000 Penalty: 5184.742676
	Iteration 1F: 3 clusters Score -3950789 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3951601.250000 Penalty: 5184.742676
	Iteration 2F: 3 clusters Score -3951601 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3952693.500000 Penalty: 5184.742676
	Iteration 3F: 3 clusters Score -3952694 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3954341.250000 Penalty: 5184.742676
	Iteration 4F: 3 clusters Score -3954341 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3956336.000000 Penalty: 5184.742676
	Iteration 5F: 3 clusters Score -3956336 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3958104.750000 Penalty: 5184.742676
	Iteration 6F: 3 clusters Score -3958105 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3959368.500000 Penalty: 5184.742676
	Iteration 7F: 3 clusters Score -3959368 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3960210.000000 Penalty: 5184.742676
	Iteration 8Q: 3 clusters Score -3960210 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3960820.750000 Penalty: 5184.742676
	Iteration 9Q: 3 clusters Score -3960821 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3961297.750000 Penalty: 5184.742676
	Iteration 10Q: 3 clusters Score -3961298 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3961631.750000 Penalty: 5184.742676
	Iteration 11Q: 3 clusters Score -3961632 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3961887.250000 Penalty: 5184.742676
	Iteration 12Q: 3 clusters Score -3961887 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3962077.500000 Penalty: 5184.742676
	Iteration 13Q: 3 clusters Score -3962078 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3962194.250000 Penalty: 5184.742676
	Iteration 14Q: 3 clusters Score -3962194 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3962269.750000 Penalty: 5184.742676
	Iteration 15Q: 3 clusters Score -3962270 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3962311.250000 Penalty: 5184.742676
	Iteration 16Q: 3 clusters Score -3962311 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3962340.000000 Penalty: 5184.742676
	Iteration 17Q: 3 clusters Score -3962340 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3962400.750000 Penalty: 5184.742676
	Iteration 18Q: 3 clusters Score -3962401 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3962451.750000 Penalty: 5184.742676
	Iteration 19Q: 3 clusters Score -3962452 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3962488.750000 Penalty: 5184.742676
	Iteration 20F: 3 clusters Score -3962489 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3962521.000000 Penalty: 5184.742676
	Iteration 21Q: 3 clusters Score -3962521 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3962574.500000 Penalty: 5184.742676
	Iteration 22Q: 3 clusters Score -3962574 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3962583.750000 Penalty: 5184.742676
	Iteration 23Q: 3 clusters Score -3962584 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3962591.000000 Penalty: 5184.742676
	Iteration 24Q: 3 clusters Score -3962591 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3962607.500000 Penalty: 5184.742676
	Iteration 25Q: 3 clusters Score -3962608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3962616.500000 Penalty: 5184.742676
	Iteration 26Q: 3 clusters Score -3962616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3962638.250000 Penalty: 5184.742676
	Iteration 27Q: 3 clusters Score -3962638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3962642.750000 Penalty: 5184.742676
	Iteration 28Q: 3 clusters Score -3962643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3962652.500000 Penalty: 5184.742676
	Iteration 29Q: 3 clusters Score -3962652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3962663.500000 Penalty: 5184.742676
	Iteration 30Q: 3 clusters Score -3962664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3962678.000000 Penalty: 5184.742676
	Iteration 31Q: 3 clusters Score -3962678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3962686.500000 Penalty: 5184.742676
	Iteration 32Q: 3 clusters Score -3962686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3962700.750000 Penalty: 5184.742676
	Iteration 33Q: 3 clusters Score -3962701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3962705.500000 Penalty: 5184.742676
	Iteration 34Q: 3 clusters Score -3962706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3962701.750000 Penalty: 5184.742676
	Iteration 35Q: 3 clusters Score -3962702 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3962724.750000 Penalty: 5184.742676
	Iteration 36Q: 3 clusters Score -3962725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3962733.500000 Penalty: 5184.742676
	Iteration 37Q: 3 clusters Score -3962734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3962741.250000 Penalty: 5184.742676
	Iteration 38Q: 3 clusters Score -3962741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3962746.500000 Penalty: 5184.742676
	Iteration 39Q: 3 clusters Score -3962746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3962756.500000 Penalty: 5184.742676
	Iteration 40F: 3 clusters Score -3962756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3962753.500000 Penalty: 5184.742676
	Iteration 41Q: 3 clusters Score -3962754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3962759.250000 Penalty: 5184.742676
	Iteration 42Q: 3 clusters Score -3962759 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3962777.750000 Penalty: 5184.742676
	Iteration 43Q: 3 clusters Score -3962778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3962794.500000 Penalty: 5184.742676
	Iteration 44Q: 3 clusters Score -3962794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -3962804.000000 Penalty: 5184.742676
	Iteration 45Q: 3 clusters Score -3962804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3962809.750000 Penalty: 5184.742676
	Iteration 46Q: 3 clusters Score -3962810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3962815.250000 Penalty: 5184.742676
	Iteration 47Q: 3 clusters Score -3962815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3962825.500000 Penalty: 5184.742676
	Iteration 48Q: 3 clusters Score -3962826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3962832.500000 Penalty: 5184.742676
	Iteration 49Q: 3 clusters Score -3962832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3962854.000000 Penalty: 5184.742676
	Iteration 50Q: 3 clusters Score -3962854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3962871.250000 Penalty: 5184.742676
	Iteration 51Q: 3 clusters Score -3962871 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3962868.750000 Penalty: 5184.742676
	Iteration 52Q: 3 clusters Score -3962869 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3962882.000000 Penalty: 5184.742676
	Iteration 53Q: 3 clusters Score -3962882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -3962899.000000 Penalty: 5184.742676
	Iteration 54Q: 3 clusters Score -3962899 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3962917.250000 Penalty: 5184.742676
	Iteration 55Q: 3 clusters Score -3962917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3962929.500000 Penalty: 5184.742676
	Iteration 56Q: 3 clusters Score -3962930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3962952.250000 Penalty: 5184.742676
	Iteration 57Q: 3 clusters Score -3962952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3962971.750000 Penalty: 5184.742676
	Iteration 58Q: 3 clusters Score -3962972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3962980.000000 Penalty: 5184.742676
	Iteration 59Q: 3 clusters Score -3962980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3962993.500000 Penalty: 5184.742676
	Iteration 60F: 3 clusters Score -3962994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3963000.250000 Penalty: 5184.742676
	Iteration 61Q: 3 clusters Score -3963000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3963009.500000 Penalty: 5184.742676
	Iteration 62Q: 3 clusters Score -3963010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3963023.250000 Penalty: 5184.742676
	Iteration 63Q: 3 clusters Score -3963023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3963023.500000 Penalty: 5184.742676
	Iteration 64Q: 3 clusters Score -3963024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3963037.500000 Penalty: 5184.742676
	Iteration 65Q: 3 clusters Score -3963038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3963041.750000 Penalty: 5184.742676
	Iteration 66Q: 3 clusters Score -3963042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3963038.500000 Penalty: 5184.742676
	Iteration 67Q: 3 clusters Score -3963038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3963051.000000 Penalty: 5184.742676
	Iteration 68Q: 3 clusters Score -3963051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3963064.250000 Penalty: 5184.742676
	Iteration 69Q: 3 clusters Score -3963064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3963063.000000 Penalty: 5184.742676
	Iteration 70Q: 3 clusters Score -3963063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3963069.000000 Penalty: 5184.742676
	Iteration 71Q: 3 clusters Score -3963069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3963071.500000 Penalty: 5184.742676
	Iteration 72Q: 3 clusters Score -3963072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3963066.750000 Penalty: 5184.742676
	Iteration 73Q: 3 clusters Score -3963067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3963070.250000 Penalty: 5184.742676
	Iteration 74Q: 3 clusters Score -3963070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3963075.750000 Penalty: 5184.742676
	Iteration 75Q: 3 clusters Score -3963076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3963075.500000 Penalty: 5184.742676
	Iteration 76Q: 3 clusters Score -3963076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3963074.500000 Penalty: 5184.742676
	Iteration 77Q: 3 clusters Score -3963074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3963078.000000 Penalty: 5184.742676
	Iteration 78Q: 3 clusters Score -3963078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3963085.000000 Penalty: 5184.742676
	Iteration 79Q: 3 clusters Score -3963085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3963089.000000 Penalty: 5184.742676
	Iteration 80F: 3 clusters Score -3963089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3963088.000000 Penalty: 5184.742676
	Iteration 81Q: 3 clusters Score -3963088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3963094.750000 Penalty: 5184.742676
	Iteration 82Q: 3 clusters Score -3963095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3963095.250000 Penalty: 5184.742676
	Iteration 83Q: 3 clusters Score -3963095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3963103.250000 Penalty: 5184.742676
	Iteration 84Q: 3 clusters Score -3963103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3963104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3963100.250000 Penalty: 5184.742676
	Iteration 86Q: 3 clusters Score -3963100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3963108.250000 Penalty: 5184.742676
	Iteration 87Q: 3 clusters Score -3963108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3963115.250000 Penalty: 5184.742676
	Iteration 88Q: 3 clusters Score -3963115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3963114.500000 Penalty: 5184.742676
	Iteration 89Q: 3 clusters Score -3963114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3963121.000000 Penalty: 5184.742676
	Iteration 90Q: 3 clusters Score -3963121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3963126.500000 Penalty: 5184.742676
	Iteration 91Q: 3 clusters Score -3963126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3963131.250000 Penalty: 5184.742676
	Iteration 92Q: 3 clusters Score -3963131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3963134.500000 Penalty: 5184.742676
	Iteration 93Q: 3 clusters Score -3963134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3963144.750000 Penalty: 5184.742676
	Iteration 94Q: 3 clusters Score -3963145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3963151.000000 Penalty: 5184.742676
	Iteration 95Q: 3 clusters Score -3963151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3963151.500000 Penalty: 5184.742676
	Iteration 96Q: 3 clusters Score -3963152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3963158.000000 Penalty: 5184.742676
	Iteration 97Q: 3 clusters Score -3963158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3963159.500000 Penalty: 5184.742676
	Iteration 98Q: 3 clusters Score -3963160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3963166.250000 Penalty: 5184.742676
	Iteration 99Q: 3 clusters Score -3963166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3963178.500000 Penalty: 5184.742676
	Iteration 100F: 3 clusters Score -3963178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3963170.000000 Penalty: 5184.742676
	Iteration 101Q: 3 clusters Score -3963170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3963182.000000 Penalty: 5184.742676
	Iteration 102Q: 3 clusters Score -3963182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3963179.500000 Penalty: 5184.742676
	Iteration 103Q: 3 clusters Score -3963180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3963181.500000 Penalty: 5184.742676
	Iteration 104Q: 3 clusters Score -3963182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3963180.750000 Penalty: 5184.742676
	Iteration 105Q: 3 clusters Score -3963181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3963185.750000 Penalty: 5184.742676
	Iteration 106Q: 3 clusters Score -3963186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3963181.500000 Penalty: 5184.742676
	Iteration 107Q: 3 clusters Score -3963182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3963187.250000 Penalty: 5184.742676
	Iteration 108Q: 3 clusters Score -3963187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3963185.500000 Penalty: 5184.742676
	Iteration 109Q: 3 clusters Score -3963186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3963190.000000 Penalty: 5184.742676
	Iteration 110Q: 3 clusters Score -3963190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3963195.500000 Penalty: 5184.742676
	Iteration 111Q: 3 clusters Score -3963196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3963196.250000 Penalty: 5184.742676
	Iteration 112Q: 3 clusters Score -3963196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3963194.250000 Penalty: 5184.742676
	Iteration 113Q: 3 clusters Score -3963194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3963193.250000 Penalty: 5184.742676
	Iteration 114Q: 3 clusters Score -3963193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3963196.000000 Penalty: 5184.742676
	Iteration 115Q: 3 clusters Score -3963196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3963196.000000 Penalty: 5184.742676
	Iteration 116Q: 3 clusters Score -3963196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3963196.750000 Penalty: 5184.742676
	Iteration 117Q: 3 clusters Score -3963197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3963201.250000 Penalty: 5184.742676
	Iteration 118Q: 3 clusters Score -3963201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3963204.250000 Penalty: 5184.742676
	Iteration 119Q: 3 clusters Score -3963204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3963196.000000 Penalty: 5184.742676
	Iteration 120F: 3 clusters Score -3963196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3963201.750000 Penalty: 5184.742676
	Iteration 121Q: 3 clusters Score -3963202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3963204.250000 Penalty: 5184.742676
	Iteration 122Q: 3 clusters Score -3963204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3963203.250000 Penalty: 5184.742676
	Iteration 123Q: 3 clusters Score -3963203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3963202.250000 Penalty: 5184.742676
	Iteration 124Q: 3 clusters Score -3963202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3963204.500000 Penalty: 5184.742676
	Iteration 125Q: 3 clusters Score -3963204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3963208.000000 Penalty: 5184.742676
	Iteration 126Q: 3 clusters Score -3963208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3963210.750000 Penalty: 5184.742676
	Iteration 127Q: 3 clusters Score -3963211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3963209.750000 Penalty: 5184.742676
	Iteration 128Q: 3 clusters Score -3963210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3963213.250000 Penalty: 5184.742676
	Iteration 129Q: 3 clusters Score -3963213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3963220.250000 Penalty: 5184.742676
	Iteration 130Q: 3 clusters Score -3963220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3963220.750000 Penalty: 5184.742676
	Iteration 131Q: 3 clusters Score -3963221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3963239.000000 Penalty: 5184.742676
	Iteration 132Q: 3 clusters Score -3963239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3963245.000000 Penalty: 5184.742676
	Iteration 133Q: 3 clusters Score -3963245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3963251.500000 Penalty: 5184.742676
	Iteration 134Q: 3 clusters Score -3963252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3963257.250000 Penalty: 5184.742676
	Iteration 135Q: 3 clusters Score -3963257 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3963263.000000 Penalty: 5184.742676
	Iteration 136Q: 3 clusters Score -3963263 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3963271.250000 Penalty: 5184.742676
	Iteration 137Q: 3 clusters Score -3963271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3963265.000000 Penalty: 5184.742676
	Iteration 138Q: 3 clusters Score -3963265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3963273.250000 Penalty: 5184.742676
	Iteration 139Q: 3 clusters Score -3963273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3963274.250000 Penalty: 5184.742676
	Iteration 140F: 3 clusters Score -3963274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3963289.750000 Penalty: 5184.742676
	Iteration 141Q: 3 clusters Score -3963290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3963292.000000 Penalty: 5184.742676
	Iteration 142Q: 3 clusters Score -3963292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3963300.750000 Penalty: 5184.742676
	Iteration 143Q: 3 clusters Score -3963301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3963305.250000 Penalty: 5184.742676
	Iteration 144Q: 3 clusters Score -3963305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3963311.750000 Penalty: 5184.742676
	Iteration 145Q: 3 clusters Score -3963312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3963313.750000 Penalty: 5184.742676
	Iteration 146Q: 3 clusters Score -3963314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3963311.000000 Penalty: 5184.742676
	Iteration 147Q: 3 clusters Score -3963311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3963318.000000 Penalty: 5184.742676
	Iteration 148Q: 3 clusters Score -3963318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3963319.750000 Penalty: 5184.742676
	Iteration 149Q: 3 clusters Score -3963320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3963326.000000 Penalty: 5184.742676
	Iteration 150Q: 3 clusters Score -3963326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3963327.500000 Penalty: 5184.742676
	Iteration 151Q: 3 clusters Score -3963328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3963330.500000 Penalty: 5184.742676
	Iteration 152Q: 3 clusters Score -3963330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3963335.000000 Penalty: 5184.742676
	Iteration 153Q: 3 clusters Score -3963335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3963339.500000 Penalty: 5184.742676
	Iteration 154Q: 3 clusters Score -3963340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3963341.500000 Penalty: 5184.742676
	Iteration 155Q: 3 clusters Score -3963342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3963346.500000 Penalty: 5184.742676
	Iteration 156Q: 3 clusters Score -3963346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3963348.750000 Penalty: 5184.742676
	Iteration 157Q: 3 clusters Score -3963349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3963351.250000 Penalty: 5184.742676
	Iteration 158Q: 3 clusters Score -3963351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3963356.000000 Penalty: 5184.742676
	Iteration 159Q: 3 clusters Score -3963356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3963359.250000 Penalty: 5184.742676
	Iteration 160F: 3 clusters Score -3963359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3963360.250000 Penalty: 5184.742676
	Iteration 161Q: 3 clusters Score -3963360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3963370.250000 Penalty: 5184.742676
	Iteration 162Q: 3 clusters Score -3963370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3963370.250000 Penalty: 5184.742676
	Iteration 163Q: 3 clusters Score -3963370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3963371.250000 Penalty: 5184.742676
	Iteration 164Q: 3 clusters Score -3963371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3963370.250000 Penalty: 5184.742676
	Iteration 165Q: 3 clusters Score -3963370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3963370.000000 Penalty: 5184.742676
	Iteration 166Q: 3 clusters Score -3963370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3963371.250000 Penalty: 5184.742676
	Iteration 167Q: 3 clusters Score -3963371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3963373.000000 Penalty: 5184.742676
	Iteration 168Q: 3 clusters Score -3963373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3963377.000000 Penalty: 5184.742676
	Iteration 169Q: 3 clusters Score -3963377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3963376.500000 Penalty: 5184.742676
	Iteration 170Q: 3 clusters Score -3963376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3963375.750000 Penalty: 5184.742676
	Iteration 171Q: 3 clusters Score -3963376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3963375.000000 Penalty: 5184.742676
	Iteration 172Q: 3 clusters Score -3963375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3963375.000000 Penalty: 5184.742676
	Iteration 173F: 3 clusters Score -3963375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30793.501953 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -30793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29524.304688 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -29524.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29826.074219 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -29826.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29893.822266 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -29893.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30018.888672 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -30018.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30108.810547 Penalty: 3040.009033
	Iteration 4F: 3 clusters Score -30108.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30207.392578 Penalty: 3040.009033
	Iteration 5F: 3 clusters Score -30207.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30238.742188 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -30238.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30260.423828 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -30260.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30370.414062 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -30370.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30459.548828 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -30459.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30476.234375 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -30476.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30510.724609 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -30510.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30511.765625 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -30511.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30515.373047 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -30515.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30515.373047 Penalty: 3040.009033
	Iteration 14F: 3 clusters Score -30515.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -101228.523438 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -101228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99517.953125 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -99517.95 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99834.726562 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -99834.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99958.671875 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -99958.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -100031.882812 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -100031.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -100091.882812 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -100091.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100115.640625 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -100115.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100150.585938 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -100150.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100177.078125 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -100177.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -100216.093750 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -100216.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100256.164062 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -100256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100300.226562 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -100300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100325.679688 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -100325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100343.156250 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -100343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100359.593750 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -100359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100363.000000 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -100363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100364.609375 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -100364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100364.609375 Penalty: 3254.972412
	Iteration 16F: 3 clusters Score -100364.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (25196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Entering Unmasked Estep 
Score: -2917850.250000 Penalty: 2513.341309
	Iteration 0F: 2 clusters Score -2917850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2900426.750000 Penalty: 5026.682617
	Iteration 0F: 3 clusters Score -2900427 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2906543.750000 Penalty: 5026.682617
	Iteration 1F: 3 clusters Score -2906544 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2907209.000000 Penalty: 5026.682617
	Iteration 2F: 3 clusters Score -2907209 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2907931.750000 Penalty: 5026.682617
	Iteration 3F: 3 clusters Score -2907932 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2908855.250000 Penalty: 5026.682617
	Iteration 4F: 3 clusters Score -2908855 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2909897.750000 Penalty: 5026.682617
	Iteration 5F: 3 clusters Score -2909898 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2910917.250000 Penalty: 5026.682617
	Iteration 6F: 3 clusters Score -2910917 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2911799.250000 Penalty: 5026.682617
	Iteration 7F: 3 clusters Score -2911799 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2912562.500000 Penalty: 5026.682617
	Iteration 8Q: 3 clusters Score -2912562 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2913273.500000 Penalty: 5026.682617
	Iteration 9Q: 3 clusters Score -2913274 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2913950.750000 Penalty: 5026.682617
	Iteration 10Q: 3 clusters Score -2913951 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2914551.250000 Penalty: 5026.682617
	Iteration 11Q: 3 clusters Score -2914551 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2915012.250000 Penalty: 5026.682617
	Iteration 12Q: 3 clusters Score -2915012 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2915391.500000 Penalty: 5026.682617
	Iteration 13Q: 3 clusters Score -2915392 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2915605.750000 Penalty: 5026.682617
	Iteration 14Q: 3 clusters Score -2915606 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2915760.000000 Penalty: 5026.682617
	Iteration 15Q: 3 clusters Score -2915760 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2915874.750000 Penalty: 5026.682617
	Iteration 16Q: 3 clusters Score -2915875 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2915943.000000 Penalty: 5026.682617
	Iteration 17Q: 3 clusters Score -2915943 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2915995.500000 Penalty: 5026.682617
	Iteration 18Q: 3 clusters Score -2915996 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2916038.250000 Penalty: 5026.682617
	Iteration 19Q: 3 clusters Score -2916038 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2916095.500000 Penalty: 5026.682617
	Iteration 20F: 3 clusters Score -2916096 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2916133.250000 Penalty: 5026.682617
	Iteration 21Q: 3 clusters Score -2916133 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2916165.000000 Penalty: 5026.682617
	Iteration 22Q: 3 clusters Score -2916165 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2916200.250000 Penalty: 5026.682617
	Iteration 23Q: 3 clusters Score -2916200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2916204.750000 Penalty: 5026.682617
	Iteration 24Q: 3 clusters Score -2916205 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2916218.000000 Penalty: 5026.682617
	Iteration 25Q: 3 clusters Score -2916218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2916225.250000 Penalty: 5026.682617
	Iteration 26Q: 3 clusters Score -2916225 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2916235.250000 Penalty: 5026.682617
	Iteration 27Q: 3 clusters Score -2916235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2916237.500000 Penalty: 5026.682617
	Iteration 28Q: 3 clusters Score -2916238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2916249.000000 Penalty: 5026.682617
	Iteration 29Q: 3 clusters Score -2916249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2916251.500000 Penalty: 5026.682617
	Iteration 30Q: 3 clusters Score -2916252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2916247.500000 Penalty: 5026.682617
	Iteration 31Q: 3 clusters Score -2916248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2916258.250000 Penalty: 5026.682617
	Iteration 32Q: 3 clusters Score -2916258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2916257.000000 Penalty: 5026.682617
	Iteration 33Q: 3 clusters Score -2916257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2916263.250000 Penalty: 5026.682617
	Iteration 34Q: 3 clusters Score -2916263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2916274.750000 Penalty: 5026.682617
	Iteration 35Q: 3 clusters Score -2916275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2916278.750000 Penalty: 5026.682617
	Iteration 36Q: 3 clusters Score -2916279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2916274.750000 Penalty: 5026.682617
	Iteration 37Q: 3 clusters Score -2916275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2916279.750000 Penalty: 5026.682617
	Iteration 38Q: 3 clusters Score -2916280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2916277.000000 Penalty: 5026.682617
	Iteration 39Q: 3 clusters Score -2916277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2916282.500000 Penalty: 5026.682617
	Iteration 40F: 3 clusters Score -2916282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2916280.250000 Penalty: 5026.682617
	Iteration 41Q: 3 clusters Score -2916280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2916278.000000 Penalty: 5026.682617
	Iteration 42Q: 3 clusters Score -2916278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2916281.000000 Penalty: 5026.682617
	Iteration 43Q: 3 clusters Score -2916281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2916281.000000 Penalty: 5026.682617
	Iteration 44F: 3 clusters Score -2916281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Entering Unmasked Estep 
Score: -462886.937500 Penalty: 2061.104736
	Iteration 0F: 2 clusters Score -462886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -458980.843750 Penalty: 4122.209473
	Iteration 0F: 3 clusters Score -458980.8 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -459951.031250 Penalty: 4122.209473
	Iteration 1F: 3 clusters Score -459951 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -460160.750000 Penalty: 4122.209473
	Iteration 2F: 3 clusters Score -460160.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -460303.093750 Penalty: 4122.209473
	Iteration 3F: 3 clusters Score -460303.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -460429.375000 Penalty: 4122.209473
	Iteration 4Q: 3 clusters Score -460429.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -460533.531250 Penalty: 4122.209473
	Iteration 5Q: 3 clusters Score -460533.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -460635.906250 Penalty: 4122.209473
	Iteration 6Q: 3 clusters Score -460635.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -460770.156250 Penalty: 4122.209473
	Iteration 7Q: 3 clusters Score -460770.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -460937.750000 Penalty: 4122.209473
	Iteration 8Q: 3 clusters Score -460937.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -461105.093750 Penalty: 4122.209473
	Iteration 9Q: 3 clusters Score -461105.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -461236.343750 Penalty: 4122.209473
	Iteration 10Q: 3 clusters Score -461236.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -461334.625000 Penalty: 4122.209473
	Iteration 11Q: 3 clusters Score -461334.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -461412.218750 Penalty: 4122.209473
	Iteration 12Q: 3 clusters Score -461412.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -461473.937500 Penalty: 4122.209473
	Iteration 13Q: 3 clusters Score -461473.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -461505.062500 Penalty: 4122.209473
	Iteration 14Q: 3 clusters Score -461505.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -461521.875000 Penalty: 4122.209473
	Iteration 15Q: 3 clusters Score -461521.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -461531.718750 Penalty: 4122.209473
	Iteration 16Q: 3 clusters Score -461531.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -461541.156250 Penalty: 4122.209473
	Iteration 17Q: 3 clusters Score -461541.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -461547.812500 Penalty: 4122.209473
	Iteration 18Q: 3 clusters Score -461547.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -461551.281250 Penalty: 4122.209473
	Iteration 19Q: 3 clusters Score -461551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -461553.718750 Penalty: 4122.209473
	Iteration 20F: 3 clusters Score -461553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -461555.062500 Penalty: 4122.209473
	Iteration 21Q: 3 clusters Score -461555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -461555.687500 Penalty: 4122.209473
	Iteration 22Q: 3 clusters Score -461555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -461558.343750 Penalty: 4122.209473
	Iteration 23Q: 3 clusters Score -461558.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -461562.562500 Penalty: 4122.209473
	Iteration 24Q: 3 clusters Score -461562.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -461562.375000 Penalty: 4122.209473
	Iteration 25Q: 3 clusters Score -461562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -461563.875000 Penalty: 4122.209473
	Iteration 26Q: 3 clusters Score -461563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -461565.218750 Penalty: 4122.209473
	Iteration 27Q: 3 clusters Score -461565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -461566.187500 Penalty: 4122.209473
	Iteration 28Q: 3 clusters Score -461566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -461565.906250 Penalty: 4122.209473
	Iteration 29Q: 3 clusters Score -461565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -461566.906250 Penalty: 4122.209473
	Iteration 30Q: 3 clusters Score -461566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -461568.468750 Penalty: 4122.209473
	Iteration 31Q: 3 clusters Score -461568.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -461568.468750 Penalty: 4122.209473
	Iteration 32F: 3 clusters Score -461568.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -37694.285156 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37694.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36434.558594 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36434.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36545.875000 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36545.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36570.203125 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36598.507812 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36598.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36598.507812 Penalty: 2778.651123
	Iteration 4F: 3 clusters Score -36598.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -759700.000000 Penalty: 2177.635254
	Iteration 0F: 2 clusters Score -759700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -754260.250000 Penalty: 4355.270508
	Iteration 0F: 3 clusters Score -754260.2 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -755632.375000 Penalty: 4355.270508
	Iteration 1F: 3 clusters Score -755632.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -755855.562500 Penalty: 4355.270508
	Iteration 2F: 3 clusters Score -755855.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -756010.312500 Penalty: 4355.270508
	Iteration 3F: 3 clusters Score -756010.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -756106.250000 Penalty: 4355.270508
	Iteration 4Q: 3 clusters Score -756106.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -756178.375000 Penalty: 4355.270508
	Iteration 5Q: 3 clusters Score -756178.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -756239.875000 Penalty: 4355.270508
	Iteration 6Q: 3 clusters Score -756239.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -756303.625000 Penalty: 4355.270508
	Iteration 7Q: 3 clusters Score -756303.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -756372.500000 Penalty: 4355.270508
	Iteration 8Q: 3 clusters Score -756372.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -756446.000000 Penalty: 4355.270508
	Iteration 9Q: 3 clusters Score -756446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -756514.312500 Penalty: 4355.270508
	Iteration 10Q: 3 clusters Score -756514.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -756566.875000 Penalty: 4355.270508
	Iteration 11Q: 3 clusters Score -756566.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -756629.687500 Penalty: 4355.270508
	Iteration 12Q: 3 clusters Score -756629.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -756694.375000 Penalty: 4355.270508
	Iteration 13Q: 3 clusters Score -756694.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -756773.000000 Penalty: 4355.270508
	Iteration 14Q: 3 clusters Score -756773 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -756858.562500 Penalty: 4355.270508
	Iteration 15Q: 3 clusters Score -756858.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -756943.187500 Penalty: 4355.270508
	Iteration 16Q: 3 clusters Score -756943.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -757036.562500 Penalty: 4355.270508
	Iteration 17Q: 3 clusters Score -757036.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -757127.250000 Penalty: 4355.270508
	Iteration 18Q: 3 clusters Score -757127.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -757221.625000 Penalty: 4355.270508
	Iteration 19Q: 3 clusters Score -757221.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -757296.250000 Penalty: 4355.270508
	Iteration 20F: 3 clusters Score -757296.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -757368.187500 Penalty: 4355.270508
	Iteration 21Q: 3 clusters Score -757368.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -757448.187500 Penalty: 4355.270508
	Iteration 22Q: 3 clusters Score -757448.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -757511.125000 Penalty: 4355.270508
	Iteration 23Q: 3 clusters Score -757511.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -757554.375000 Penalty: 4355.270508
	Iteration 24Q: 3 clusters Score -757554.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -757584.250000 Penalty: 4355.270508
	Iteration 25Q: 3 clusters Score -757584.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -757598.062500 Penalty: 4355.270508
	Iteration 26Q: 3 clusters Score -757598.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -757605.000000 Penalty: 4355.270508
	Iteration 27Q: 3 clusters Score -757605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -757610.500000 Penalty: 4355.270508
	Iteration 28Q: 3 clusters Score -757610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -757614.375000 Penalty: 4355.270508
	Iteration 29Q: 3 clusters Score -757614.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -757620.500000 Penalty: 4355.270508
	Iteration 30Q: 3 clusters Score -757620.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -757625.437500 Penalty: 4355.270508
	Iteration 31Q: 3 clusters Score -757625.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -757627.562500 Penalty: 4355.270508
	Iteration 32Q: 3 clusters Score -757627.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -757636.000000 Penalty: 4355.270508
	Iteration 33Q: 3 clusters Score -757636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -757641.937500 Penalty: 4355.270508
	Iteration 34Q: 3 clusters Score -757641.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -757650.687500 Penalty: 4355.270508
	Iteration 35Q: 3 clusters Score -757650.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -757656.750000 Penalty: 4355.270508
	Iteration 36Q: 3 clusters Score -757656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -757661.187500 Penalty: 4355.270508
	Iteration 37Q: 3 clusters Score -757661.2 nChanged 15
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: -757667.812500 Penalty: 4355.270508
	Iteration 38Q: 3 clusters Score -757667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -757671.000000 Penalty: 4355.270508
	Iteration 39Q: 3 clusters Score -757671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -757673.937500 Penalty: 4355.270508
	Iteration 40F: 3 clusters Score -757673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -757675.875000 Penalty: 4355.270508
	Iteration 41Q: 3 clusters Score -757675.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -757675.125000 Penalty: 4355.270508
	Iteration 42Q: 3 clusters Score -757675.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -757676.562500 Penalty: 4355.270508
	Iteration 43Q: 3 clusters Score -757676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -757677.312500 Penalty: 4355.270508
	Iteration 44Q: 3 clusters Score -757677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -757681.062500 Penalty: 4355.270508
	Iteration 45Q: 3 clusters Score -757681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -757681.062500 Penalty: 4355.270508
	Iteration 46Q: 3 clusters Score -757681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -757681.000000 Penalty: 4355.270508
	Iteration 47Q: 3 clusters Score -757681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -757682.562500 Penalty: 4355.270508
	Iteration 48Q: 3 clusters Score -757682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -757682.562500 Penalty: 4355.270508
	Iteration 49Q: 3 clusters Score -757682.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -757683.750000 Penalty: 4355.270508
	Iteration 50Q: 3 clusters Score -757683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -757683.937500 Penalty: 4355.270508
	Iteration 51Q: 3 clusters Score -757683.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -757684.375000 Penalty: 4355.270508
	Iteration 52Q: 3 clusters Score -757684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -757684.562500 Penalty: 4355.270508
	Iteration 53Q: 3 clusters Score -757684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -757684.562500 Penalty: 4355.270508
	Iteration 54F: 3 clusters Score -757684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -167911.343750 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -167911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -165878.281250 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -165878.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -166268.718750 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -166268.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -166456.765625 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -166456.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -166556.937500 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -166556.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -166605.828125 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -166605.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -166631.046875 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -166631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -166655.921875 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -166655.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -166686.218750 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -166686.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -166711.312500 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -166711.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -166734.953125 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -166735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -166773.609375 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -166773.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -166796.406250 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -166796.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -166818.062500 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -166818.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -166835.421875 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -166835.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -166852.718750 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -166852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -166857.265625 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -166857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -166859.750000 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -166859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -166863.484375 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -166863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -166865.296875 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -166865.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -166865.296875 Penalty: 3508.341797
	Iteration 19F: 3 clusters Score -166865.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -252353.343750 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -252353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -249932.125000 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -249932.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -250447.750000 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -250447.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -250690.640625 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -250690.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -250900.937500 Penalty: 3708.049316
	Iteration 3F: 3 clusters Score -250900.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -251068.250000 Penalty: 3708.049316
	Iteration 4F: 3 clusters Score -251068.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -251217.562500 Penalty: 3708.049316
	Iteration 5F: 3 clusters Score -251217.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -251311.359375 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -251311.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -251382.125000 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -251382.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -251444.921875 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -251444.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -251500.046875 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -251500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -251529.921875 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -251529.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -251551.734375 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -251551.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -251577.000000 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -251577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -251593.078125 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -251593.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -251601.484375 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -251601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -251607.093750 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -251607.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -251619.500000 Penalty: 3708.049316
	Iteration 16Q: 3 clusters Score -251619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -251634.000000 Penalty: 3708.049316
	Iteration 17Q: 3 clusters Score -251634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -251639.859375 Penalty: 3708.049316
	Iteration 18Q: 3 clusters Score -251639.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -251650.328125 Penalty: 3708.049316
	Iteration 19Q: 3 clusters Score -251650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -251662.062500 Penalty: 3708.049316
	Iteration 20F: 3 clusters Score -251662.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -251671.984375 Penalty: 3708.049316
	Iteration 21Q: 3 clusters Score -251672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -251676.890625 Penalty: 3708.049316
	Iteration 22Q: 3 clusters Score -251676.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -251685.765625 Penalty: 3708.049316
	Iteration 23Q: 3 clusters Score -251685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -251692.984375 Penalty: 3708.049316
	Iteration 24Q: 3 clusters Score -251693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -251696.843750 Penalty: 3708.049316
	Iteration 25Q: 3 clusters Score -251696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -251697.359375 Penalty: 3708.049316
	Iteration 26Q: 3 clusters Score -251697.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -251697.359375 Penalty: 3708.049316
	Iteration 27F: 3 clusters Score -251697.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Entering Unmasked Estep 
Score: -385094.781250 Penalty: 2010.116333
	Iteration 0F: 2 clusters Score -385094.8 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 1633 members 
Entering Unmasked Estep 
Score: -381604.750000 Penalty: 4020.232666
	Iteration 0F: 3 clusters Score -381604.8 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -382280.000000 Penalty: 4020.232666
	Iteration 1F: 3 clusters Score -382280 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -382455.093750 Penalty: 4020.232666
	Iteration 2F: 3 clusters Score -382455.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -382571.187500 Penalty: 4020.232666
	Iteration 3Q: 3 clusters Score -382571.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -382655.500000 Penalty: 4020.232666
	Iteration 4Q: 3 clusters Score -382655.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -382728.093750 Penalty: 4020.232666
	Iteration 5Q: 3 clusters Score -382728.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -382782.187500 Penalty: 4020.232666
	Iteration 6Q: 3 clusters Score -382782.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -382824.031250 Penalty: 4020.232666
	Iteration 7Q: 3 clusters Score -382824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -382856.531250 Penalty: 4020.232666
	Iteration 8Q: 3 clusters Score -382856.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -382883.031250 Penalty: 4020.232666
	Iteration 9Q: 3 clusters Score -382883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -382903.312500 Penalty: 4020.232666
	Iteration 10Q: 3 clusters Score -382903.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -382927.125000 Penalty: 4020.232666
	Iteration 11Q: 3 clusters Score -382927.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -382946.750000 Penalty: 4020.232666
	Iteration 12Q: 3 clusters Score -382946.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -382961.531250 Penalty: 4020.232666
	Iteration 13Q: 3 clusters Score -382961.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -382978.906250 Penalty: 4020.232666
	Iteration 14Q: 3 clusters Score -382978.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -382995.000000 Penalty: 4020.232666
	Iteration 15Q: 3 clusters Score -382995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -383012.531250 Penalty: 4020.232666
	Iteration 16Q: 3 clusters Score -383012.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -383026.093750 Penalty: 4020.232666
	Iteration 17Q: 3 clusters Score -383026.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -383042.281250 Penalty: 4020.232666
	Iteration 18Q: 3 clusters Score -383042.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -383054.562500 Penalty: 4020.232666
	Iteration 19Q: 3 clusters Score -383054.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -383061.625000 Penalty: 4020.232666
	Iteration 20F: 3 clusters Score -383061.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -383065.000000 Penalty: 4020.232666
	Iteration 21Q: 3 clusters Score -383065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -383069.718750 Penalty: 4020.232666
	Iteration 22Q: 3 clusters Score -383069.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -383073.156250 Penalty: 4020.232666
	Iteration 23Q: 3 clusters Score -383073.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -383077.156250 Penalty: 4020.232666
	Iteration 24Q: 3 clusters Score -383077.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -383080.406250 Penalty: 4020.232666
	Iteration 25Q: 3 clusters Score -383080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -383080.656250 Penalty: 4020.232666
	Iteration 26Q: 3 clusters Score -383080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -383081.750000 Penalty: 4020.232666
	Iteration 27Q: 3 clusters Score -383081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -383082.718750 Penalty: 4020.232666
	Iteration 28Q: 3 clusters Score -383082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -383084.062500 Penalty: 4020.232666
	Iteration 29Q: 3 clusters Score -383084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -383085.093750 Penalty: 4020.232666
	Iteration 30Q: 3 clusters Score -383085.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -383088.125000 Penalty: 4020.232666
	Iteration 31Q: 3 clusters Score -383088.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -383094.781250 Penalty: 4020.232666
	Iteration 32Q: 3 clusters Score -383094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -383098.937500 Penalty: 4020.232666
	Iteration 33Q: 3 clusters Score -383098.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -383105.968750 Penalty: 4020.232666
	Iteration 34Q: 3 clusters Score -383106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -383111.656250 Penalty: 4020.232666
	Iteration 35Q: 3 clusters Score -383111.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -383116.437500 Penalty: 4020.232666
	Iteration 36Q: 3 clusters Score -383116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -383117.531250 Penalty: 4020.232666
	Iteration 37Q: 3 clusters Score -383117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -383118.687500 Penalty: 4020.232666
	Iteration 38Q: 3 clusters Score -383118.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -383118.687500 Penalty: 4020.232666
	Iteration 39F: 3 clusters Score -383118.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -985827.062500 Penalty: 2242.836426
	Iteration 0F: 2 clusters Score -985827.1 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 4234 members 
Entering Unmasked Estep 
Score: -979108.875000 Penalty: 4485.672852
	Iteration 0F: 3 clusters Score -979108.9 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -980908.437500 Penalty: 4485.672852
	Iteration 1F: 3 clusters Score -980908.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -981156.125000 Penalty: 4485.672852
	Iteration 2F: 3 clusters Score -981156.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -981312.687500 Penalty: 4485.672852
	Iteration 3Q: 3 clusters Score -981312.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -981418.625000 Penalty: 4485.672852
	Iteration 4Q: 3 clusters Score -981418.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -981503.312500 Penalty: 4485.672852
	Iteration 5Q: 3 clusters Score -981503.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -981591.500000 Penalty: 4485.672852
	Iteration 6Q: 3 clusters Score -981591.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -981675.250000 Penalty: 4485.672852
	Iteration 7Q: 3 clusters Score -981675.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -981784.687500 Penalty: 4485.672852
	Iteration 8Q: 3 clusters Score -981784.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -981890.000000 Penalty: 4485.672852
	Iteration 9Q: 3 clusters Score -981890 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -982010.875000 Penalty: 4485.672852
	Iteration 10Q: 3 clusters Score -982010.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -982143.875000 Penalty: 4485.672852
	Iteration 11Q: 3 clusters Score -982143.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -982277.937500 Penalty: 4485.672852
	Iteration 12Q: 3 clusters Score -982277.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -982436.250000 Penalty: 4485.672852
	Iteration 13Q: 3 clusters Score -982436.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -982584.250000 Penalty: 4485.672852
	Iteration 14Q: 3 clusters Score -982584.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -982721.812500 Penalty: 4485.672852
	Iteration 15Q: 3 clusters Score -982721.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -982862.937500 Penalty: 4485.672852
	Iteration 16Q: 3 clusters Score -982862.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -982986.687500 Penalty: 4485.672852
	Iteration 17Q: 3 clusters Score -982986.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -983089.062500 Penalty: 4485.672852
	Iteration 18Q: 3 clusters Score -983089.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -983186.062500 Penalty: 4485.672852
	Iteration 19Q: 3 clusters Score -983186.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -983277.250000 Penalty: 4485.672852
	Iteration 20F: 3 clusters Score -983277.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -983347.937500 Penalty: 4485.672852
	Iteration 21Q: 3 clusters Score -983347.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -983410.875000 Penalty: 4485.672852
	Iteration 22Q: 3 clusters Score -983410.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -983471.250000 Penalty: 4485.672852
	Iteration 23Q: 3 clusters Score -983471.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -983538.312500 Penalty: 4485.672852
	Iteration 24Q: 3 clusters Score -983538.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -983598.625000 Penalty: 4485.672852
	Iteration 25Q: 3 clusters Score -983598.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -983640.750000 Penalty: 4485.672852
	Iteration 26Q: 3 clusters Score -983640.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -983678.187500 Penalty: 4485.672852
	Iteration 27Q: 3 clusters Score -983678.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -983701.687500 Penalty: 4485.672852
	Iteration 28Q: 3 clusters Score -983701.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -983729.187500 Penalty: 4485.672852
	Iteration 29Q: 3 clusters Score -983729.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -983751.875000 Penalty: 4485.672852
	Iteration 30Q: 3 clusters Score -983751.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -983768.437500 Penalty: 4485.672852
	Iteration 31Q: 3 clusters Score -983768.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -983779.312500 Penalty: 4485.672852
	Iteration 32Q: 3 clusters Score -983779.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -983792.250000 Penalty: 4485.672852
	Iteration 33Q: 3 clusters Score -983792.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -983804.562500 Penalty: 4485.672852
	Iteration 34Q: 3 clusters Score -983804.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -983809.625000 Penalty: 4485.672852
	Iteration 35Q: 3 clusters Score -983809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -983815.312500 Penalty: 4485.672852
	Iteration 36Q: 3 clusters Score -983815.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -983822.000000 Penalty: 4485.672852
	Iteration 37Q: 3 clusters Score -983822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -983822.500000 Penalty: 4485.672852
	Iteration 38Q: 3 clusters Score -983822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -983826.250000 Penalty: 4485.672852
	Iteration 39Q: 3 clusters Score -983826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -983829.750000 Penalty: 4485.672852
	Iteration 40F: 3 clusters Score -983829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -983831.875000 Penalty: 4485.672852
	Iteration 41Q: 3 clusters Score -983831.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -983836.562500 Penalty: 4485.672852
	Iteration 42Q: 3 clusters Score -983836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -983842.437500 Penalty: 4485.672852
	Iteration 43Q: 3 clusters Score -983842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -983845.375000 Penalty: 4485.672852
	Iteration 44Q: 3 clusters Score -983845.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -983851.812500 Penalty: 4485.672852
	Iteration 45Q: 3 clusters Score -983851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -983856.250000 Penalty: 4485.672852
	Iteration 46Q: 3 clusters Score -983856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -983857.937500 Penalty: 4485.672852
	Iteration 47Q: 3 clusters Score -983857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -983859.562500 Penalty: 4485.672852
	Iteration 48Q: 3 clusters Score -983859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -983862.437500 Penalty: 4485.672852
	Iteration 49Q: 3 clusters Score -983862.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -983862.437500 Penalty: 4485.672852
	Iteration 50F: 3 clusters Score -983862.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -106517.242188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -106517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104781.687500 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -104781.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105314.539062 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -105314.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -105599.929688 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -105599.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -105786.828125 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -105786.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -105886.742188 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -105886.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -105953.210938 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -105953.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -105998.562500 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -105998.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -106008.375000 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -106008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -106017.203125 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -106017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -106026.546875 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -106026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106060.968750 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -106061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106104.710938 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -106104.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106136.078125 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -106136.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -106152.109375 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -106152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106164.796875 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -106164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -106183.179688 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -106183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -106197.953125 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -106198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -106202.406250 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -106202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106206.437500 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -106206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106208.781250 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -106208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106208.781250 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -106208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -46255.351562 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -46255.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44931.996094 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -44932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45091.570312 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -45091.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45144.542969 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -45144.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45182.578125 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -45182.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45197.132812 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -45197.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45197.132812 Penalty: 2877.850586
	Iteration 5F: 3 clusters Score -45197.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Entering Unmasked Estep 
Score: -630078.750000 Penalty: 2138.591553
	Iteration 0F: 2 clusters Score -630078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -625147.000000 Penalty: 4277.183105
	Iteration 0F: 3 clusters Score -625147 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -626470.562500 Penalty: 4277.183105
	Iteration 1F: 3 clusters Score -626470.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -626747.875000 Penalty: 4277.183105
	Iteration 2F: 3 clusters Score -626747.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -626960.125000 Penalty: 4277.183105
	Iteration 3F: 3 clusters Score -626960.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -627149.562500 Penalty: 4277.183105
	Iteration 4Q: 3 clusters Score -627149.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -627314.250000 Penalty: 4277.183105
	Iteration 5Q: 3 clusters Score -627314.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -627462.875000 Penalty: 4277.183105
	Iteration 6Q: 3 clusters Score -627462.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -627588.937500 Penalty: 4277.183105
	Iteration 7Q: 3 clusters Score -627588.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -627716.375000 Penalty: 4277.183105
	Iteration 8Q: 3 clusters Score -627716.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -627855.875000 Penalty: 4277.183105
	Iteration 9Q: 3 clusters Score -627855.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -628009.437500 Penalty: 4277.183105
	Iteration 10Q: 3 clusters Score -628009.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -628207.437500 Penalty: 4277.183105
	Iteration 11Q: 3 clusters Score -628207.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -628450.875000 Penalty: 4277.183105
	Iteration 12Q: 3 clusters Score -628450.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -628649.125000 Penalty: 4277.183105
	Iteration 13Q: 3 clusters Score -628649.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -628788.750000 Penalty: 4277.183105
	Iteration 14Q: 3 clusters Score -628788.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -628882.062500 Penalty: 4277.183105
	Iteration 15Q: 3 clusters Score -628882.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -628944.562500 Penalty: 4277.183105
	Iteration 16Q: 3 clusters Score -628944.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -628992.000000 Penalty: 4277.183105
	Iteration 17Q: 3 clusters Score -628992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -629025.187500 Penalty: 4277.183105
	Iteration 18Q: 3 clusters Score -629025.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -629038.625000 Penalty: 4277.183105
	Iteration 19Q: 3 clusters Score -629038.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -629044.125000 Penalty: 4277.183105
	Iteration 20F: 3 clusters Score -629044.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -629051.312500 Penalty: 4277.183105
	Iteration 21Q: 3 clusters Score -629051.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -629054.687500 Penalty: 4277.183105
	Iteration 22Q: 3 clusters Score -629054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -629057.500000 Penalty: 4277.183105
	Iteration 23Q: 3 clusters Score -629057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -629058.437500 Penalty: 4277.183105
	Iteration 24Q: 3 clusters Score -629058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -629061.625000 Penalty: 4277.183105
	Iteration 25Q: 3 clusters Score -629061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -629064.250000 Penalty: 4277.183105
	Iteration 26Q: 3 clusters Score -629064.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -629067.125000 Penalty: 4277.183105
	Iteration 27Q: 3 clusters Score -629067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -629069.062500 Penalty: 4277.183105
	Iteration 28Q: 3 clusters Score -629069.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -629071.500000 Penalty: 4277.183105
	Iteration 29Q: 3 clusters Score -629071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -629074.937500 Penalty: 4277.183105
	Iteration 30Q: 3 clusters Score -629074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -629078.875000 Penalty: 4277.183105
	Iteration 31Q: 3 clusters Score -629078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -629081.062500 Penalty: 4277.183105
	Iteration 32Q: 3 clusters Score -629081.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -629083.062500 Penalty: 4277.183105
	Iteration 33Q: 3 clusters Score -629083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -629085.625000 Penalty: 4277.183105
	Iteration 34Q: 3 clusters Score -629085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -629085.562500 Penalty: 4277.183105
	Iteration 35Q: 3 clusters Score -629085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -629085.562500 Penalty: 4277.183105
	Iteration 36F: 3 clusters Score -629085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -103447.765625 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -103447.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102062.421875 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -102062.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103061.226562 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -103061.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -103662.039062 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -103662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -103830.804688 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -103830.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -103897.554688 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -103897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -103907.000000 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -103907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -103913.000000 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -103913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -103916.906250 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -103916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -103918.625000 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -103918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -103919.765625 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -103919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -103924.390625 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -103924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -103925.304688 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -103925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -103925.304688 Penalty: 3313.081299
	Iteration 12F: 3 clusters Score -103925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21768 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31793 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10167 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188261 members 
Mstep: Class 13 contains 186806 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17089 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43244 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11536 members 
Mstep: Class 26 contains 51162 members 
Mstep: Class 27 contains 25621 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40899 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6181 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34652 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25196 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6508 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5560 members 
Mstep: Class 65 contains 562 members 
Mstep: Class 66 contains 11248 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 234 members 
Entering Unmasked Estep 
Score: -133760592.000000 Penalty: 260018.453125
Splitting cluster 65 changes total score from -133761840.000000 to -133760592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (11248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Entering Unmasked Estep 
Score: -1296544.875000 Penalty: 2313.330566
	Iteration 0F: 2 clusters Score -1296545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1288055.000000 Penalty: 4626.661133
	Iteration 0F: 3 clusters Score -1288055 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1290548.750000 Penalty: 4626.661133
	Iteration 1F: 3 clusters Score -1290549 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1290925.125000 Penalty: 4626.661133
	Iteration 2F: 3 clusters Score -1290925 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1291247.500000 Penalty: 4626.661133
	Iteration 3F: 3 clusters Score -1291248 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1291539.000000 Penalty: 4626.661133
	Iteration 4Q: 3 clusters Score -1291539 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1291802.500000 Penalty: 4626.661133
	Iteration 5Q: 3 clusters Score -1291802 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1292048.375000 Penalty: 4626.661133
	Iteration 6Q: 3 clusters Score -1292048 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1292297.000000 Penalty: 4626.661133
	Iteration 7Q: 3 clusters Score -1292297 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1292561.625000 Penalty: 4626.661133
	Iteration 8Q: 3 clusters Score -1292562 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1292863.625000 Penalty: 4626.661133
	Iteration 9Q: 3 clusters Score -1292864 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1293166.625000 Penalty: 4626.661133
	Iteration 10Q: 3 clusters Score -1293167 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1293433.375000 Penalty: 4626.661133
	Iteration 11Q: 3 clusters Score -1293433 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1293655.750000 Penalty: 4626.661133
	Iteration 12Q: 3 clusters Score -1293656 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1293841.375000 Penalty: 4626.661133
	Iteration 13Q: 3 clusters Score -1293841 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1293967.125000 Penalty: 4626.661133
	Iteration 14Q: 3 clusters Score -1293967 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1294060.875000 Penalty: 4626.661133
	Iteration 15Q: 3 clusters Score -1294061 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1294118.875000 Penalty: 4626.661133
	Iteration 16Q: 3 clusters Score -1294119 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1294160.625000 Penalty: 4626.661133
	Iteration 17Q: 3 clusters Score -1294161 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1294198.625000 Penalty: 4626.661133
	Iteration 18Q: 3 clusters Score -1294199 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1294229.000000 Penalty: 4626.661133
	Iteration 19Q: 3 clusters Score -1294229 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1294252.750000 Penalty: 4626.661133
	Iteration 20F: 3 clusters Score -1294253 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1294272.500000 Penalty: 4626.661133
	Iteration 21Q: 3 clusters Score -1294272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1294285.125000 Penalty: 4626.661133
	Iteration 22Q: 3 clusters Score -1294285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1294294.375000 Penalty: 4626.661133
	Iteration 23Q: 3 clusters Score -1294294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1294303.625000 Penalty: 4626.661133
	Iteration 24Q: 3 clusters Score -1294304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1294303.625000 Penalty: 4626.661133
	Iteration 25Q: 3 clusters Score -1294304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1294309.625000 Penalty: 4626.661133
	Iteration 26Q: 3 clusters Score -1294310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1294314.375000 Penalty: 4626.661133
	Iteration 27Q: 3 clusters Score -1294314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1294318.000000 Penalty: 4626.661133
	Iteration 28Q: 3 clusters Score -1294318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1294322.500000 Penalty: 4626.661133
	Iteration 29Q: 3 clusters Score -1294322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1294327.250000 Penalty: 4626.661133
	Iteration 30Q: 3 clusters Score -1294327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1294328.500000 Penalty: 4626.661133
	Iteration 31Q: 3 clusters Score -1294328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1294330.250000 Penalty: 4626.661133
	Iteration 32Q: 3 clusters Score -1294330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1294333.500000 Penalty: 4626.661133
	Iteration 33Q: 3 clusters Score -1294334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1294331.625000 Penalty: 4626.661133
	Iteration 34Q: 3 clusters Score -1294332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1294337.250000 Penalty: 4626.661133
	Iteration 35Q: 3 clusters Score -1294337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1294340.625000 Penalty: 4626.661133
	Iteration 36Q: 3 clusters Score -1294341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1294343.250000 Penalty: 4626.661133
	Iteration 37Q: 3 clusters Score -1294343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1294344.125000 Penalty: 4626.661133
	Iteration 38Q: 3 clusters Score -1294344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1294344.875000 Penalty: 4626.661133
	Iteration 39Q: 3 clusters Score -1294345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1294349.750000 Penalty: 4626.661133
	Iteration 40F: 3 clusters Score -1294350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1294351.125000 Penalty: 4626.661133
	Iteration 41Q: 3 clusters Score -1294351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1294354.750000 Penalty: 4626.661133
	Iteration 42Q: 3 clusters Score -1294355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1294357.250000 Penalty: 4626.661133
	Iteration 43Q: 3 clusters Score -1294357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1294360.500000 Penalty: 4626.661133
	Iteration 44Q: 3 clusters Score -1294360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1294365.750000 Penalty: 4626.661133
	Iteration 45Q: 3 clusters Score -1294366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1294369.250000 Penalty: 4626.661133
	Iteration 46Q: 3 clusters Score -1294369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1294371.375000 Penalty: 4626.661133
	Iteration 47Q: 3 clusters Score -1294371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1294373.750000 Penalty: 4626.661133
	Iteration 48Q: 3 clusters Score -1294374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1294376.500000 Penalty: 4626.661133
	Iteration 49Q: 3 clusters Score -1294376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1294380.375000 Penalty: 4626.661133
	Iteration 50Q: 3 clusters Score -1294380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1294380.500000 Penalty: 4626.661133
	Iteration 51Q: 3 clusters Score -1294380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1294382.500000 Penalty: 4626.661133
	Iteration 52Q: 3 clusters Score -1294382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1294386.125000 Penalty: 4626.661133
	Iteration 53Q: 3 clusters Score -1294386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1294393.125000 Penalty: 4626.661133
	Iteration 54Q: 3 clusters Score -1294393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1294392.875000 Penalty: 4626.661133
	Iteration 55Q: 3 clusters Score -1294393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1294396.250000 Penalty: 4626.661133
	Iteration 56Q: 3 clusters Score -1294396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1294401.125000 Penalty: 4626.661133
	Iteration 57Q: 3 clusters Score -1294401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1294401.750000 Penalty: 4626.661133
	Iteration 58Q: 3 clusters Score -1294402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1294405.625000 Penalty: 4626.661133
	Iteration 59Q: 3 clusters Score -1294406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1294405.250000 Penalty: 4626.661133
	Iteration 60F: 3 clusters Score -1294405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1294405.250000 Penalty: 4626.661133
	Iteration 61Q: 3 clusters Score -1294405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1294407.625000 Penalty: 4626.661133
	Iteration 62Q: 3 clusters Score -1294408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1294405.875000 Penalty: 4626.661133
	Iteration 63Q: 3 clusters Score -1294406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1294406.625000 Penalty: 4626.661133
	Iteration 64Q: 3 clusters Score -1294407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1294405.625000 Penalty: 4626.661133
	Iteration 65Q: 3 clusters Score -1294406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1294406.625000 Penalty: 4626.661133
	Iteration 66Q: 3 clusters Score -1294407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1294407.250000 Penalty: 4626.661133
	Iteration 67Q: 3 clusters Score -1294407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1294407.500000 Penalty: 4626.661133
	Iteration 68Q: 3 clusters Score -1294408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1294407.750000 Penalty: 4626.661133
	Iteration 69Q: 3 clusters Score -1294408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1294409.375000 Penalty: 4626.661133
	Iteration 70Q: 3 clusters Score -1294409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1294408.500000 Penalty: 4626.661133
	Iteration 71Q: 3 clusters Score -1294408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1294408.750000 Penalty: 4626.661133
	Iteration 72Q: 3 clusters Score -1294409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1294408.875000 Penalty: 4626.661133
	Iteration 73Q: 3 clusters Score -1294409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1294407.750000 Penalty: 4626.661133
	Iteration 74Q: 3 clusters Score -1294408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1294409.500000 Penalty: 4626.661133
	Iteration 75Q: 3 clusters Score -1294410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1294408.250000 Penalty: 4626.661133
	Iteration 76Q: 3 clusters Score -1294408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1294408.000000 Penalty: 4626.661133
	Iteration 77Q: 3 clusters Score -1294408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1294412.375000 Penalty: 4626.661133
	Iteration 78Q: 3 clusters Score -1294412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1294409.750000 Penalty: 4626.661133
	Iteration 79Q: 3 clusters Score -1294410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1294412.750000 Penalty: 4626.661133
	Iteration 80F: 3 clusters Score -1294413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1294411.750000 Penalty: 4626.661133
	Iteration 81Q: 3 clusters Score -1294412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1294413.000000 Penalty: 4626.661133
	Iteration 82Q: 3 clusters Score -1294413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1294415.375000 Penalty: 4626.661133
	Iteration 83Q: 3 clusters Score -1294415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1294416.375000 Penalty: 4626.661133
	Iteration 84Q: 3 clusters Score -1294416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1294418.125000 Penalty: 4626.661133
	Iteration 85Q: 3 clusters Score -1294418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1294417.375000 Penalty: 4626.661133
	Iteration 86Q: 3 clusters Score -1294417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1294417.375000 Penalty: 4626.661133
	Iteration 87Q: 3 clusters Score -1294417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1294418.000000 Penalty: 4626.661133
	Iteration 88Q: 3 clusters Score -1294418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1294420.125000 Penalty: 4626.661133
	Iteration 89Q: 3 clusters Score -1294420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1294418.250000 Penalty: 4626.661133
	Iteration 90Q: 3 clusters Score -1294418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1294420.000000 Penalty: 4626.661133
	Iteration 91Q: 3 clusters Score -1294420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1294419.250000 Penalty: 4626.661133
	Iteration 92Q: 3 clusters Score -1294419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1294418.875000 Penalty: 4626.661133
	Iteration 93Q: 3 clusters Score -1294419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1294419.375000 Penalty: 4626.661133
	Iteration 94Q: 3 clusters Score -1294419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1294419.375000 Penalty: 4626.661133
	Iteration 95F: 3 clusters Score -1294419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -409238.718750 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -409238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -406127.093750 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -406127.1 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -406916.406250 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -406916.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -407161.843750 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -407161.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -407315.531250 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -407315.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -407435.437500 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -407435.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -407535.843750 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -407535.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -407602.750000 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -407602.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -407686.093750 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -407686.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -407804.250000 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -407804.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -407964.656250 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -407964.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -408196.000000 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -408196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -408380.437500 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -408380.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -408473.187500 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -408473.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -408539.218750 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -408539.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -408573.312500 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -408573.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -408587.812500 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -408587.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -408596.968750 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -408597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -408599.562500 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -408599.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -408606.781250 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -408606.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -408619.906250 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -408619.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -408631.500000 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -408631.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -408635.843750 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -408635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -408638.468750 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -408638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -408639.531250 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -408639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -408639.531250 Penalty: 3940.644043
	Iteration 24F: 3 clusters Score -408639.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (11264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Entering Unmasked Estep 
Score: -1309280.000000 Penalty: 2313.682861
	Iteration 0F: 2 clusters Score -1309280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1300763.250000 Penalty: 4627.365723
	Iteration 0F: 3 clusters Score -1300763 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1303209.125000 Penalty: 4627.365723
	Iteration 1F: 3 clusters Score -1303209 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1303529.000000 Penalty: 4627.365723
	Iteration 2F: 3 clusters Score -1303529 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1303809.750000 Penalty: 4627.365723
	Iteration 3F: 3 clusters Score -1303810 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1304103.000000 Penalty: 4627.365723
	Iteration 4Q: 3 clusters Score -1304103 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1304405.750000 Penalty: 4627.365723
	Iteration 5Q: 3 clusters Score -1304406 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1304713.250000 Penalty: 4627.365723
	Iteration 6Q: 3 clusters Score -1304713 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1305098.625000 Penalty: 4627.365723
	Iteration 7Q: 3 clusters Score -1305099 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1305492.250000 Penalty: 4627.365723
	Iteration 8Q: 3 clusters Score -1305492 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1305920.750000 Penalty: 4627.365723
	Iteration 9Q: 3 clusters Score -1305921 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1306314.250000 Penalty: 4627.365723
	Iteration 10Q: 3 clusters Score -1306314 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1306627.375000 Penalty: 4627.365723
	Iteration 11Q: 3 clusters Score -1306627 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1306842.250000 Penalty: 4627.365723
	Iteration 12Q: 3 clusters Score -1306842 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1306999.250000 Penalty: 4627.365723
	Iteration 13Q: 3 clusters Score -1306999 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1307107.250000 Penalty: 4627.365723
	Iteration 14Q: 3 clusters Score -1307107 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1307177.375000 Penalty: 4627.365723
	Iteration 15Q: 3 clusters Score -1307177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1307226.125000 Penalty: 4627.365723
	Iteration 16Q: 3 clusters Score -1307226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1307264.000000 Penalty: 4627.365723
	Iteration 17Q: 3 clusters Score -1307264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1307291.625000 Penalty: 4627.365723
	Iteration 18Q: 3 clusters Score -1307292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1307314.250000 Penalty: 4627.365723
	Iteration 19Q: 3 clusters Score -1307314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1307333.250000 Penalty: 4627.365723
	Iteration 20F: 3 clusters Score -1307333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1307346.625000 Penalty: 4627.365723
	Iteration 21Q: 3 clusters Score -1307347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1307360.875000 Penalty: 4627.365723
	Iteration 22Q: 3 clusters Score -1307361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1307370.750000 Penalty: 4627.365723
	Iteration 23Q: 3 clusters Score -1307371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1307372.375000 Penalty: 4627.365723
	Iteration 24Q: 3 clusters Score -1307372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1307382.625000 Penalty: 4627.365723
	Iteration 25Q: 3 clusters Score -1307383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1307387.250000 Penalty: 4627.365723
	Iteration 26Q: 3 clusters Score -1307387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1307392.500000 Penalty: 4627.365723
	Iteration 27Q: 3 clusters Score -1307392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1307393.250000 Penalty: 4627.365723
	Iteration 28Q: 3 clusters Score -1307393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1307398.625000 Penalty: 4627.365723
	Iteration 29Q: 3 clusters Score -1307399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1307401.875000 Penalty: 4627.365723
	Iteration 30Q: 3 clusters Score -1307402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1307408.000000 Penalty: 4627.365723
	Iteration 31Q: 3 clusters Score -1307408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1307414.375000 Penalty: 4627.365723
	Iteration 32Q: 3 clusters Score -1307414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1307421.875000 Penalty: 4627.365723
	Iteration 33Q: 3 clusters Score -1307422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1307428.625000 Penalty: 4627.365723
	Iteration 34Q: 3 clusters Score -1307429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1307434.750000 Penalty: 4627.365723
	Iteration 35Q: 3 clusters Score -1307435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1307440.750000 Penalty: 4627.365723
	Iteration 36Q: 3 clusters Score -1307441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1307450.250000 Penalty: 4627.365723
	Iteration 37Q: 3 clusters Score -1307450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1307450.625000 Penalty: 4627.365723
	Iteration 38Q: 3 clusters Score -1307451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1307450.625000 Penalty: 4627.365723
	Iteration 39F: 3 clusters Score -1307451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -459612.687500 Penalty: 2057.234131
	Iteration 0F: 2 clusters Score -459612.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -455740.687500 Penalty: 4114.468262
	Iteration 0F: 3 clusters Score -455740.7 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -456621.625000 Penalty: 4114.468262
	Iteration 1F: 3 clusters Score -456621.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -456817.812500 Penalty: 4114.468262
	Iteration 2F: 3 clusters Score -456817.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -456969.250000 Penalty: 4114.468262
	Iteration 3F: 3 clusters Score -456969.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -457103.843750 Penalty: 4114.468262
	Iteration 4Q: 3 clusters Score -457103.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -457200.218750 Penalty: 4114.468262
	Iteration 5Q: 3 clusters Score -457200.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -457275.843750 Penalty: 4114.468262
	Iteration 6Q: 3 clusters Score -457275.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -457353.250000 Penalty: 4114.468262
	Iteration 7Q: 3 clusters Score -457353.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -457425.156250 Penalty: 4114.468262
	Iteration 8Q: 3 clusters Score -457425.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -457500.750000 Penalty: 4114.468262
	Iteration 9Q: 3 clusters Score -457500.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -457558.062500 Penalty: 4114.468262
	Iteration 10Q: 3 clusters Score -457558.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -457620.343750 Penalty: 4114.468262
	Iteration 11Q: 3 clusters Score -457620.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -457675.750000 Penalty: 4114.468262
	Iteration 12Q: 3 clusters Score -457675.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -457724.968750 Penalty: 4114.468262
	Iteration 13Q: 3 clusters Score -457725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -457772.812500 Penalty: 4114.468262
	Iteration 14Q: 3 clusters Score -457772.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -457820.218750 Penalty: 4114.468262
	Iteration 15Q: 3 clusters Score -457820.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -457861.812500 Penalty: 4114.468262
	Iteration 16Q: 3 clusters Score -457861.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -457896.031250 Penalty: 4114.468262
	Iteration 17Q: 3 clusters Score -457896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -457920.031250 Penalty: 4114.468262
	Iteration 18Q: 3 clusters Score -457920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -457943.281250 Penalty: 4114.468262
	Iteration 19Q: 3 clusters Score -457943.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -457965.750000 Penalty: 4114.468262
	Iteration 20F: 3 clusters Score -457965.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -457980.562500 Penalty: 4114.468262
	Iteration 21Q: 3 clusters Score -457980.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -457990.593750 Penalty: 4114.468262
	Iteration 22Q: 3 clusters Score -457990.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -458004.812500 Penalty: 4114.468262
	Iteration 23Q: 3 clusters Score -458004.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -458014.500000 Penalty: 4114.468262
	Iteration 24Q: 3 clusters Score -458014.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -458021.437500 Penalty: 4114.468262
	Iteration 25Q: 3 clusters Score -458021.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -458027.875000 Penalty: 4114.468262
	Iteration 26Q: 3 clusters Score -458027.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -458035.000000 Penalty: 4114.468262
	Iteration 27Q: 3 clusters Score -458035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -458039.000000 Penalty: 4114.468262
	Iteration 28Q: 3 clusters Score -458039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -458042.593750 Penalty: 4114.468262
	Iteration 29Q: 3 clusters Score -458042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -458045.687500 Penalty: 4114.468262
	Iteration 30Q: 3 clusters Score -458045.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -458046.812500 Penalty: 4114.468262
	Iteration 31Q: 3 clusters Score -458046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -458049.312500 Penalty: 4114.468262
	Iteration 32Q: 3 clusters Score -458049.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -458051.375000 Penalty: 4114.468262
	Iteration 33Q: 3 clusters Score -458051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -458053.843750 Penalty: 4114.468262
	Iteration 34Q: 3 clusters Score -458053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -458054.812500 Penalty: 4114.468262
	Iteration 35Q: 3 clusters Score -458054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -458055.437500 Penalty: 4114.468262
	Iteration 36Q: 3 clusters Score -458055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -458056.187500 Penalty: 4114.468262
	Iteration 37Q: 3 clusters Score -458056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -458057.343750 Penalty: 4114.468262
	Iteration 38Q: 3 clusters Score -458057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -458057.468750 Penalty: 4114.468262
	Iteration 39Q: 3 clusters Score -458057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -458058.187500 Penalty: 4114.468262
	Iteration 40F: 3 clusters Score -458058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -458059.156250 Penalty: 4114.468262
	Iteration 41Q: 3 clusters Score -458059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -458059.218750 Penalty: 4114.468262
	Iteration 42Q: 3 clusters Score -458059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -458059.218750 Penalty: 4114.468262
	Iteration 43F: 3 clusters Score -458059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -25008.470703 Penalty: 1299.953247
	Iteration 0F: 2 clusters Score -25008.47 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 87 members 
Entering Unmasked Estep 
Score: -23954.644531 Penalty: 2599.906494
	Iteration 0F: 3 clusters Score -23954.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24081.494141 Penalty: 2599.906494
	Iteration 1F: 3 clusters Score -24081.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24200.226562 Penalty: 2599.906494
	Iteration 2Q: 3 clusters Score -24200.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24228.318359 Penalty: 2599.906494
	Iteration 3Q: 3 clusters Score -24228.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24228.318359 Penalty: 2599.906494
	Iteration 4F: 3 clusters Score -24228.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -55643.523438 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -55643.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54282.437500 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -54282.44 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54541.574219 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -54541.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54672.800781 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -54672.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54806.699219 Penalty: 2981.588623
	Iteration 3F: 3 clusters Score -54806.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54969.117188 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -54969.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55142.359375 Penalty: 2981.588623
	Iteration 5F: 3 clusters Score -55142.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55284.593750 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -55284.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55379.601562 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -55379.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55431.808594 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -55431.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55441.867188 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -55441.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55443.917969 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -55443.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55443.917969 Penalty: 2981.588623
	Iteration 11F: 3 clusters Score -55443.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (4203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Entering Unmasked Estep 
Score: -478835.218750 Penalty: 2069.201172
	Iteration 0F: 2 clusters Score -478835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -474804.781250 Penalty: 4138.402344
	Iteration 0F: 3 clusters Score -474804.8 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -475668.093750 Penalty: 4138.402344
	Iteration 1F: 3 clusters Score -475668.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -475905.250000 Penalty: 4138.402344
	Iteration 2F: 3 clusters Score -475905.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -476156.187500 Penalty: 4138.402344
	Iteration 3F: 3 clusters Score -476156.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -476346.343750 Penalty: 4138.402344
	Iteration 4F: 3 clusters Score -476346.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -476528.750000 Penalty: 4138.402344
	Iteration 5F: 3 clusters Score -476528.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -476697.375000 Penalty: 4138.402344
	Iteration 6Q: 3 clusters Score -476697.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -476852.781250 Penalty: 4138.402344
	Iteration 7Q: 3 clusters Score -476852.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -476976.781250 Penalty: 4138.402344
	Iteration 8Q: 3 clusters Score -476976.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -477050.906250 Penalty: 4138.402344
	Iteration 9Q: 3 clusters Score -477050.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -477098.812500 Penalty: 4138.402344
	Iteration 10Q: 3 clusters Score -477098.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -477129.781250 Penalty: 4138.402344
	Iteration 11Q: 3 clusters Score -477129.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -477150.968750 Penalty: 4138.402344
	Iteration 12Q: 3 clusters Score -477151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -477166.031250 Penalty: 4138.402344
	Iteration 13Q: 3 clusters Score -477166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -477181.406250 Penalty: 4138.402344
	Iteration 14Q: 3 clusters Score -477181.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -477189.562500 Penalty: 4138.402344
	Iteration 15Q: 3 clusters Score -477189.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -477196.125000 Penalty: 4138.402344
	Iteration 16Q: 3 clusters Score -477196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -477198.562500 Penalty: 4138.402344
	Iteration 17Q: 3 clusters Score -477198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -477199.625000 Penalty: 4138.402344
	Iteration 18Q: 3 clusters Score -477199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -477200.062500 Penalty: 4138.402344
	Iteration 19Q: 3 clusters Score -477200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -477201.375000 Penalty: 4138.402344
	Iteration 20F: 3 clusters Score -477201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -477202.593750 Penalty: 4138.402344
	Iteration 21Q: 3 clusters Score -477202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -477204.343750 Penalty: 4138.402344
	Iteration 22Q: 3 clusters Score -477204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -477207.312500 Penalty: 4138.402344
	Iteration 23Q: 3 clusters Score -477207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -477208.500000 Penalty: 4138.402344
	Iteration 24Q: 3 clusters Score -477208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -477208.718750 Penalty: 4138.402344
	Iteration 25Q: 3 clusters Score -477208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -477209.156250 Penalty: 4138.402344
	Iteration 26Q: 3 clusters Score -477209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -477208.843750 Penalty: 4138.402344
	Iteration 27Q: 3 clusters Score -477208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -477209.906250 Penalty: 4138.402344
	Iteration 28Q: 3 clusters Score -477209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -477209.906250 Penalty: 4138.402344
	Iteration 29F: 3 clusters Score -477209.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -100097.492188 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -100097.5 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 318 members 
Entering Unmasked Estep 
Score: -98493.679688 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -98493.68 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -98784.507812 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -98784.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98975.062500 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -98975.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99205.453125 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -99205.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -99305.296875 Penalty: 3207.978516
	Iteration 4F: 3 clusters Score -99305.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -99358.437500 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -99358.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99383.296875 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -99383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99397.265625 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -99397.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99409.632812 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -99409.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99417.945312 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -99417.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99421.601562 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -99421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99423.296875 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -99423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99424.468750 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -99424.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99424.468750 Penalty: 3207.978516
	Iteration 13F: 3 clusters Score -99424.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -94185.593750 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -94185.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92514.453125 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -92514.45 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92873.921875 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -92873.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93073.734375 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -93073.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93229.328125 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -93229.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93339.726562 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -93339.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93411.109375 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -93411.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93475.765625 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -93475.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93525.718750 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -93525.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93562.078125 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -93562.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -93617.937500 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -93617.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -93658.890625 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -93658.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -93697.406250 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -93697.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93709.773438 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -93709.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93715.804688 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -93715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -93718.789062 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -93718.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -93728.187500 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -93728.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -93731.445312 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -93731.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -93733.710938 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -93733.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -93733.710938 Penalty: 3237.867188
	Iteration 18F: 3 clusters Score -93733.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21768 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31793 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10167 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188261 members 
Mstep: Class 13 contains 186806 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17089 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43244 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11536 members 
Mstep: Class 26 contains 51162 members 
Mstep: Class 27 contains 25621 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40899 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6181 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34652 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25196 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6508 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5560 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11248 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761856.000000 Penalty: 256551.531250
Iteration 359Q: 75 clusters Score -1.337619e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21768 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31791 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10169 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188263 members 
Mstep: Class 13 contains 186808 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17087 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43241 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11536 members 
Mstep: Class 26 contains 51157 members 
Mstep: Class 27 contains 25620 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40894 members 
Mstep: Class 36 contains 5966 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6185 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34654 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25194 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6507 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11254 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4005 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761768.000000 Penalty: 256551.531250
Iteration 360F: 75 clusters Score -1.337618e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21769 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31790 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10171 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188263 members 
Mstep: Class 13 contains 186810 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17090 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43243 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11535 members 
Mstep: Class 26 contains 51154 members 
Mstep: Class 27 contains 25620 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175676 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40892 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6186 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34654 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25190 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6506 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11261 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761784.000000 Penalty: 256551.531250
Iteration 361Q: 75 clusters Score -1.337618e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21770 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31792 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10171 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188262 members 
Mstep: Class 13 contains 186808 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17089 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43243 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11535 members 
Mstep: Class 26 contains 51154 members 
Mstep: Class 27 contains 25621 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175675 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40888 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6185 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34654 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25189 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6506 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11273 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761760.000000 Penalty: 256551.531250
Iteration 362Q: 75 clusters Score -1.337618e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21772 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31792 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10172 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188260 members 
Mstep: Class 13 contains 186808 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17088 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43242 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11535 members 
Mstep: Class 26 contains 51150 members 
Mstep: Class 27 contains 25621 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40887 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6188 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34654 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25189 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6506 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11278 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761792.000000 Penalty: 256551.531250
Iteration 363Q: 75 clusters Score -1.337618e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31790 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10174 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188260 members 
Mstep: Class 13 contains 186810 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17086 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43242 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11535 members 
Mstep: Class 26 contains 51150 members 
Mstep: Class 27 contains 25622 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175676 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40886 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6189 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34654 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25189 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6506 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11281 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761776.000000 Penalty: 256551.531250
Iteration 364Q: 75 clusters Score -1.337618e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 18042 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31789 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188261 members 
Mstep: Class 13 contains 186812 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43240 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11535 members 
Mstep: Class 26 contains 51144 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175675 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40883 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6192 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34653 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25188 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8465 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11286 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761768.000000 Penalty: 256551.531250
Iteration 365Q: 75 clusters Score -1.337618e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 18041 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31788 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 188260 members 
Mstep: Class 13 contains 186818 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17082 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43237 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11534 members 
Mstep: Class 26 contains 51139 members 
Mstep: Class 27 contains 25624 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175675 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40880 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6195 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34653 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25187 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11290 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11265 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4203 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761744.000000 Penalty: 256551.531250
Iteration 366Q: 75 clusters Score -1.337617e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31787 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188259 members 
Mstep: Class 13 contains 186818 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17083 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43240 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51136 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175675 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40874 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6195 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34654 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25186 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11293 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11265 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761688.000000 Penalty: 256551.531250
Iteration 367Q: 75 clusters Score -1.337617e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31787 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188260 members 
Mstep: Class 13 contains 186821 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43245 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51133 members 
Mstep: Class 27 contains 25622 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175674 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40869 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6195 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34655 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25186 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11292 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11265 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761768.000000 Penalty: 256551.531250
Iteration 368Q: 75 clusters Score -1.337618e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31786 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188258 members 
Mstep: Class 13 contains 186821 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43245 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51131 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175674 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 40866 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6195 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34655 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11297 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11265 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761816.000000 Penalty: 256551.531250
Iteration 369Q: 75 clusters Score -1.337618e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21769 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31786 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188258 members 
Mstep: Class 13 contains 186822 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43241 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51132 members 
Mstep: Class 27 contains 25624 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175676 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40867 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6195 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34655 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11300 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761816.000000 Penalty: 256551.531250
Iteration 370Q: 75 clusters Score -1.337618e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21768 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188259 members 
Mstep: Class 13 contains 186822 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43241 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51132 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175676 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40866 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6195 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34656 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11302 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761824.000000 Penalty: 256551.531250
Iteration 371Q: 75 clusters Score -1.337618e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21765 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31782 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10178 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188261 members 
Mstep: Class 13 contains 186823 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43240 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51133 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40864 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6195 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34657 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11303 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761792.000000 Penalty: 256551.531250
Iteration 372Q: 75 clusters Score -1.337618e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188260 members 
Mstep: Class 13 contains 186821 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43242 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51135 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40865 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 9891 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6195 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11305 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761824.000000 Penalty: 256551.531250
Iteration 373Q: 75 clusters Score -1.337618e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10178 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188260 members 
Mstep: Class 13 contains 186822 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43239 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51131 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175677 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40864 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9892 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6195 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34659 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11310 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761808.000000 Penalty: 256551.531250
Iteration 374Q: 75 clusters Score -1.337618e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188261 members 
Mstep: Class 13 contains 186822 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43238 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51129 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175675 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40864 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9893 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6196 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34659 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6505 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11313 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761824.000000 Penalty: 256551.531250
Iteration 375Q: 75 clusters Score -1.337618e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 18042 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31786 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188264 members 
Mstep: Class 13 contains 186820 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43236 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51130 members 
Mstep: Class 27 contains 25624 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175675 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40864 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34659 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11314 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761744.000000 Penalty: 256551.531250
Iteration 376Q: 75 clusters Score -1.337617e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 18042 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188268 members 
Mstep: Class 13 contains 186819 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43235 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51130 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175676 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40864 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9894 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34659 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4068 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11316 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761784.000000 Penalty: 256551.531250
Iteration 377Q: 75 clusters Score -1.337618e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31783 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188267 members 
Mstep: Class 13 contains 186818 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43238 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51129 members 
Mstep: Class 27 contains 25624 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40864 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34659 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11317 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761696.000000 Penalty: 256551.531250
Iteration 378Q: 75 clusters Score -1.337617e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31785 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188262 members 
Mstep: Class 13 contains 186821 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43241 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51126 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40863 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11319 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761688.000000 Penalty: 256551.531250
Iteration 379Q: 75 clusters Score -1.337617e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31786 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188262 members 
Mstep: Class 13 contains 186821 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17085 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43241 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51125 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40862 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6504 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11320 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761696.000000 Penalty: 256551.531250
Iteration 380F: 75 clusters Score -1.337617e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31786 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188262 members 
Mstep: Class 13 contains 186822 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43241 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51125 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40861 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6503 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761704.000000 Penalty: 256551.531250
Iteration 381Q: 75 clusters Score -1.337617e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31786 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188259 members 
Mstep: Class 13 contains 186826 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43241 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40861 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761704.000000 Penalty: 256551.531250
Iteration 382Q: 75 clusters Score -1.337617e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31786 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188259 members 
Mstep: Class 13 contains 186828 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43241 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40860 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761712.000000 Penalty: 256551.531250
Iteration 383Q: 75 clusters Score -1.337617e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31787 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188261 members 
Mstep: Class 13 contains 186829 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43240 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25624 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40857 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761664.000000 Penalty: 256551.531250
Iteration 384Q: 75 clusters Score -1.337617e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31786 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188259 members 
Mstep: Class 13 contains 186833 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43240 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25624 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40856 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761704.000000 Penalty: 256551.531250
Iteration 385Q: 75 clusters Score -1.337617e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31785 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188257 members 
Mstep: Class 13 contains 186836 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43240 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25624 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40856 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761704.000000 Penalty: 256551.531250
Iteration 386Q: 75 clusters Score -1.337617e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188256 members 
Mstep: Class 13 contains 186838 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43240 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40856 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761712.000000 Penalty: 256551.531250
Iteration 387Q: 75 clusters Score -1.337617e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18045 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31785 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188256 members 
Mstep: Class 13 contains 186837 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43239 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40856 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761704.000000 Penalty: 256551.531250
Iteration 388Q: 75 clusters Score -1.337617e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18045 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31785 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188257 members 
Mstep: Class 13 contains 186836 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43239 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40856 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761680.000000 Penalty: 256551.531250
Iteration 389Q: 75 clusters Score -1.337617e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18045 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188257 members 
Mstep: Class 13 contains 186838 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43239 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761704.000000 Penalty: 256551.531250
Iteration 390Q: 75 clusters Score -1.337617e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18045 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188257 members 
Mstep: Class 13 contains 186838 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43239 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761704.000000 Penalty: 256551.531250
Iteration 391F: 75 clusters Score -1.337617e+08 nChanged 0
Entering ConstructFrom: 
Score: -133761704.000000 Penalty: 256551.531250
Entering ConstructFrom: 
Trying to split cluster 1 (10455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Entering Unmasked Estep 
Score: -1232407.500000 Penalty: 2295.199219
	Iteration 0F: 2 clusters Score -1232408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1224402.625000 Penalty: 4590.398438
	Iteration 0F: 3 clusters Score -1224403 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1226689.625000 Penalty: 4590.398438
	Iteration 1F: 3 clusters Score -1226690 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1227003.250000 Penalty: 4590.398438
	Iteration 2F: 3 clusters Score -1227003 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1227209.000000 Penalty: 4590.398438
	Iteration 3Q: 3 clusters Score -1227209 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1227374.375000 Penalty: 4590.398438
	Iteration 4Q: 3 clusters Score -1227374 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1227505.125000 Penalty: 4590.398438
	Iteration 5Q: 3 clusters Score -1227505 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1227624.750000 Penalty: 4590.398438
	Iteration 6Q: 3 clusters Score -1227625 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1227756.000000 Penalty: 4590.398438
	Iteration 7Q: 3 clusters Score -1227756 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1227901.750000 Penalty: 4590.398438
	Iteration 8Q: 3 clusters Score -1227902 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1228077.375000 Penalty: 4590.398438
	Iteration 9Q: 3 clusters Score -1228077 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1228278.875000 Penalty: 4590.398438
	Iteration 10Q: 3 clusters Score -1228279 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1228489.000000 Penalty: 4590.398438
	Iteration 11Q: 3 clusters Score -1228489 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1228696.875000 Penalty: 4590.398438
	Iteration 12Q: 3 clusters Score -1228697 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1228914.625000 Penalty: 4590.398438
	Iteration 13Q: 3 clusters Score -1228915 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1229140.500000 Penalty: 4590.398438
	Iteration 14Q: 3 clusters Score -1229140 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1229313.500000 Penalty: 4590.398438
	Iteration 15Q: 3 clusters Score -1229314 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1229466.875000 Penalty: 4590.398438
	Iteration 16Q: 3 clusters Score -1229467 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1229607.375000 Penalty: 4590.398438
	Iteration 17Q: 3 clusters Score -1229607 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1229726.125000 Penalty: 4590.398438
	Iteration 18Q: 3 clusters Score -1229726 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1229835.875000 Penalty: 4590.398438
	Iteration 19Q: 3 clusters Score -1229836 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1229925.375000 Penalty: 4590.398438
	Iteration 20F: 3 clusters Score -1229925 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1229984.875000 Penalty: 4590.398438
	Iteration 21Q: 3 clusters Score -1229985 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1230031.375000 Penalty: 4590.398438
	Iteration 22Q: 3 clusters Score -1230031 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1230083.875000 Penalty: 4590.398438
	Iteration 23Q: 3 clusters Score -1230084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1230125.500000 Penalty: 4590.398438
	Iteration 24Q: 3 clusters Score -1230126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1230164.375000 Penalty: 4590.398438
	Iteration 25Q: 3 clusters Score -1230164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1230190.750000 Penalty: 4590.398438
	Iteration 26Q: 3 clusters Score -1230191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1230212.750000 Penalty: 4590.398438
	Iteration 27Q: 3 clusters Score -1230213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1230225.750000 Penalty: 4590.398438
	Iteration 28Q: 3 clusters Score -1230226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1230245.500000 Penalty: 4590.398438
	Iteration 29Q: 3 clusters Score -1230246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1230258.125000 Penalty: 4590.398438
	Iteration 30Q: 3 clusters Score -1230258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1230264.500000 Penalty: 4590.398438
	Iteration 31Q: 3 clusters Score -1230264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1230268.625000 Penalty: 4590.398438
	Iteration 32Q: 3 clusters Score -1230269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1230272.375000 Penalty: 4590.398438
	Iteration 33Q: 3 clusters Score -1230272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1230277.125000 Penalty: 4590.398438
	Iteration 34Q: 3 clusters Score -1230277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1230281.750000 Penalty: 4590.398438
	Iteration 35Q: 3 clusters Score -1230282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1230283.875000 Penalty: 4590.398438
	Iteration 36Q: 3 clusters Score -1230284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1230282.875000 Penalty: 4590.398438
	Iteration 37Q: 3 clusters Score -1230283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1230286.000000 Penalty: 4590.398438
	Iteration 38Q: 3 clusters Score -1230286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1230287.625000 Penalty: 4590.398438
	Iteration 39Q: 3 clusters Score -1230288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1230293.250000 Penalty: 4590.398438
	Iteration 40F: 3 clusters Score -1230293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1230300.125000 Penalty: 4590.398438
	Iteration 41Q: 3 clusters Score -1230300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1230304.125000 Penalty: 4590.398438
	Iteration 42Q: 3 clusters Score -1230304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1230315.000000 Penalty: 4590.398438
	Iteration 43Q: 3 clusters Score -1230315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1230330.250000 Penalty: 4590.398438
	Iteration 44Q: 3 clusters Score -1230330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1230339.375000 Penalty: 4590.398438
	Iteration 45Q: 3 clusters Score -1230339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1230347.000000 Penalty: 4590.398438
	Iteration 46Q: 3 clusters Score -1230347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1230355.875000 Penalty: 4590.398438
	Iteration 47Q: 3 clusters Score -1230356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1230363.875000 Penalty: 4590.398438
	Iteration 48Q: 3 clusters Score -1230364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1230368.625000 Penalty: 4590.398438
	Iteration 49Q: 3 clusters Score -1230369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1230368.125000 Penalty: 4590.398438
	Iteration 50Q: 3 clusters Score -1230368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1230370.500000 Penalty: 4590.398438
	Iteration 51Q: 3 clusters Score -1230370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1230371.750000 Penalty: 4590.398438
	Iteration 52Q: 3 clusters Score -1230372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1230372.250000 Penalty: 4590.398438
	Iteration 53Q: 3 clusters Score -1230372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1230373.000000 Penalty: 4590.398438
	Iteration 54Q: 3 clusters Score -1230373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1230373.000000 Penalty: 4590.398438
	Iteration 55F: 3 clusters Score -1230373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Entering Unmasked Estep 
Score: -2133238.250000 Penalty: 2430.554688
	Iteration 0F: 2 clusters Score -2133238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2120470.000000 Penalty: 4861.109375
	Iteration 0F: 3 clusters Score -2120470 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2124556.000000 Penalty: 4861.109375
	Iteration 1F: 3 clusters Score -2124556 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2124999.000000 Penalty: 4861.109375
	Iteration 2F: 3 clusters Score -2124999 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2125441.250000 Penalty: 4861.109375
	Iteration 3Q: 3 clusters Score -2125441 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2125929.750000 Penalty: 4861.109375
	Iteration 4Q: 3 clusters Score -2125930 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2126449.000000 Penalty: 4861.109375
	Iteration 5Q: 3 clusters Score -2126449 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2126984.000000 Penalty: 4861.109375
	Iteration 6F: 3 clusters Score -2126984 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2127506.500000 Penalty: 4861.109375
	Iteration 7F: 3 clusters Score -2127506 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2128066.000000 Penalty: 4861.109375
	Iteration 8F: 3 clusters Score -2128066 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2128632.000000 Penalty: 4861.109375
	Iteration 9F: 3 clusters Score -2128632 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2129107.750000 Penalty: 4861.109375
	Iteration 10Q: 3 clusters Score -2129108 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2129455.750000 Penalty: 4861.109375
	Iteration 11Q: 3 clusters Score -2129456 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2129712.500000 Penalty: 4861.109375
	Iteration 12Q: 3 clusters Score -2129712 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2129894.750000 Penalty: 4861.109375
	Iteration 13Q: 3 clusters Score -2129895 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2130058.750000 Penalty: 4861.109375
	Iteration 14Q: 3 clusters Score -2130059 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2130164.500000 Penalty: 4861.109375
	Iteration 15Q: 3 clusters Score -2130164 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2130261.250000 Penalty: 4861.109375
	Iteration 16Q: 3 clusters Score -2130261 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2130353.500000 Penalty: 4861.109375
	Iteration 17Q: 3 clusters Score -2130354 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2130451.250000 Penalty: 4861.109375
	Iteration 18Q: 3 clusters Score -2130451 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2130550.500000 Penalty: 4861.109375
	Iteration 19Q: 3 clusters Score -2130550 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2130630.000000 Penalty: 4861.109375
	Iteration 20F: 3 clusters Score -2130630 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2130695.000000 Penalty: 4861.109375
	Iteration 21Q: 3 clusters Score -2130695 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2130752.750000 Penalty: 4861.109375
	Iteration 22Q: 3 clusters Score -2130753 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2130804.000000 Penalty: 4861.109375
	Iteration 23Q: 3 clusters Score -2130804 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2130869.750000 Penalty: 4861.109375
	Iteration 24Q: 3 clusters Score -2130870 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2130924.000000 Penalty: 4861.109375
	Iteration 25Q: 3 clusters Score -2130924 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2130986.250000 Penalty: 4861.109375
	Iteration 26Q: 3 clusters Score -2130986 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2131036.000000 Penalty: 4861.109375
	Iteration 27Q: 3 clusters Score -2131036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2131082.250000 Penalty: 4861.109375
	Iteration 28Q: 3 clusters Score -2131082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2131118.750000 Penalty: 4861.109375
	Iteration 29Q: 3 clusters Score -2131119 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2131150.250000 Penalty: 4861.109375
	Iteration 30Q: 3 clusters Score -2131150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2131172.000000 Penalty: 4861.109375
	Iteration 31Q: 3 clusters Score -2131172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2131186.500000 Penalty: 4861.109375
	Iteration 32Q: 3 clusters Score -2131186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2131197.250000 Penalty: 4861.109375
	Iteration 33Q: 3 clusters Score -2131197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2131216.750000 Penalty: 4861.109375
	Iteration 34Q: 3 clusters Score -2131217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2131229.000000 Penalty: 4861.109375
	Iteration 35Q: 3 clusters Score -2131229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2131244.250000 Penalty: 4861.109375
	Iteration 36Q: 3 clusters Score -2131244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2131258.750000 Penalty: 4861.109375
	Iteration 37Q: 3 clusters Score -2131259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2131278.500000 Penalty: 4861.109375
	Iteration 38Q: 3 clusters Score -2131278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2131287.000000 Penalty: 4861.109375
	Iteration 39Q: 3 clusters Score -2131287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2131294.000000 Penalty: 4861.109375
	Iteration 40F: 3 clusters Score -2131294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2131297.750000 Penalty: 4861.109375
	Iteration 41Q: 3 clusters Score -2131298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2131309.750000 Penalty: 4861.109375
	Iteration 42Q: 3 clusters Score -2131310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2131315.250000 Penalty: 4861.109375
	Iteration 43Q: 3 clusters Score -2131315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2131321.750000 Penalty: 4861.109375
	Iteration 44Q: 3 clusters Score -2131322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2131327.250000 Penalty: 4861.109375
	Iteration 45Q: 3 clusters Score -2131327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2131326.750000 Penalty: 4861.109375
	Iteration 46Q: 3 clusters Score -2131327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2131331.750000 Penalty: 4861.109375
	Iteration 47Q: 3 clusters Score -2131332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2131332.250000 Penalty: 4861.109375
	Iteration 48Q: 3 clusters Score -2131332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2131330.000000 Penalty: 4861.109375
	Iteration 49Q: 3 clusters Score -2131330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2131333.000000 Penalty: 4861.109375
	Iteration 50Q: 3 clusters Score -2131333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2131340.000000 Penalty: 4861.109375
	Iteration 51Q: 3 clusters Score -2131340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2131339.750000 Penalty: 4861.109375
	Iteration 52Q: 3 clusters Score -2131340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2131343.500000 Penalty: 4861.109375
	Iteration 53Q: 3 clusters Score -2131344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2131343.750000 Penalty: 4861.109375
	Iteration 54Q: 3 clusters Score -2131344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2131343.000000 Penalty: 4861.109375
	Iteration 55Q: 3 clusters Score -2131343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2131344.250000 Penalty: 4861.109375
	Iteration 56Q: 3 clusters Score -2131344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2131343.500000 Penalty: 4861.109375
	Iteration 57Q: 3 clusters Score -2131344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2131343.000000 Penalty: 4861.109375
	Iteration 58Q: 3 clusters Score -2131343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2131343.000000 Penalty: 4861.109375
	Iteration 59F: 3 clusters Score -2131343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Entering Unmasked Estep 
Score: -2569707.750000 Penalty: 2476.992920
	Iteration 0F: 2 clusters Score -2569708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2554451.250000 Penalty: 4953.985840
	Iteration 0F: 3 clusters Score -2554451 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2559635.250000 Penalty: 4953.985840
	Iteration 1F: 3 clusters Score -2559635 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2560101.000000 Penalty: 4953.985840
	Iteration 2F: 3 clusters Score -2560101 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2560595.750000 Penalty: 4953.985840
	Iteration 3Q: 3 clusters Score -2560596 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2561064.750000 Penalty: 4953.985840
	Iteration 4Q: 3 clusters Score -2561065 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2561525.500000 Penalty: 4953.985840
	Iteration 5Q: 3 clusters Score -2561526 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2561949.500000 Penalty: 4953.985840
	Iteration 6Q: 3 clusters Score -2561950 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2562299.750000 Penalty: 4953.985840
	Iteration 7Q: 3 clusters Score -2562300 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2562575.250000 Penalty: 4953.985840
	Iteration 8Q: 3 clusters Score -2562575 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2562835.750000 Penalty: 4953.985840
	Iteration 9Q: 3 clusters Score -2562836 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2563038.500000 Penalty: 4953.985840
	Iteration 10Q: 3 clusters Score -2563038 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2563216.250000 Penalty: 4953.985840
	Iteration 11Q: 3 clusters Score -2563216 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2563380.000000 Penalty: 4953.985840
	Iteration 12Q: 3 clusters Score -2563380 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2563510.500000 Penalty: 4953.985840
	Iteration 13Q: 3 clusters Score -2563510 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2563605.000000 Penalty: 4953.985840
	Iteration 14Q: 3 clusters Score -2563605 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2563698.250000 Penalty: 4953.985840
	Iteration 15Q: 3 clusters Score -2563698 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2563791.000000 Penalty: 4953.985840
	Iteration 16Q: 3 clusters Score -2563791 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2563871.750000 Penalty: 4953.985840
	Iteration 17Q: 3 clusters Score -2563872 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2563952.500000 Penalty: 4953.985840
	Iteration 18Q: 3 clusters Score -2563952 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2564029.500000 Penalty: 4953.985840
	Iteration 19Q: 3 clusters Score -2564030 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2564111.250000 Penalty: 4953.985840
	Iteration 20F: 3 clusters Score -2564111 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2564216.000000 Penalty: 4953.985840
	Iteration 21Q: 3 clusters Score -2564216 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2564361.000000 Penalty: 4953.985840
	Iteration 22Q: 3 clusters Score -2564361 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2564487.750000 Penalty: 4953.985840
	Iteration 23Q: 3 clusters Score -2564488 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2564672.750000 Penalty: 4953.985840
	Iteration 24Q: 3 clusters Score -2564673 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2564872.750000 Penalty: 4953.985840
	Iteration 25Q: 3 clusters Score -2564873 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2565119.500000 Penalty: 4953.985840
	Iteration 26Q: 3 clusters Score -2565120 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2565388.500000 Penalty: 4953.985840
	Iteration 27Q: 3 clusters Score -2565388 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2565718.250000 Penalty: 4953.985840
	Iteration 28Q: 3 clusters Score -2565718 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2566146.500000 Penalty: 4953.985840
	Iteration 29Q: 3 clusters Score -2566146 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2566617.250000 Penalty: 4953.985840
	Iteration 30Q: 3 clusters Score -2566617 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2567045.250000 Penalty: 4953.985840
	Iteration 31Q: 3 clusters Score -2567045 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2567404.000000 Penalty: 4953.985840
	Iteration 32Q: 3 clusters Score -2567404 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2567725.750000 Penalty: 4953.985840
	Iteration 33Q: 3 clusters Score -2567726 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2567947.000000 Penalty: 4953.985840
	Iteration 34Q: 3 clusters Score -2567947 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2568095.000000 Penalty: 4953.985840
	Iteration 35Q: 3 clusters Score -2568095 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2568203.000000 Penalty: 4953.985840
	Iteration 36Q: 3 clusters Score -2568203 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2568288.500000 Penalty: 4953.985840
	Iteration 37Q: 3 clusters Score -2568288 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2568336.500000 Penalty: 4953.985840
	Iteration 38Q: 3 clusters Score -2568336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2568369.500000 Penalty: 4953.985840
	Iteration 39Q: 3 clusters Score -2568370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2568397.000000 Penalty: 4953.985840
	Iteration 40F: 3 clusters Score -2568397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2568429.500000 Penalty: 4953.985840
	Iteration 41Q: 3 clusters Score -2568430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2568459.750000 Penalty: 4953.985840
	Iteration 42Q: 3 clusters Score -2568460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2568475.000000 Penalty: 4953.985840
	Iteration 43Q: 3 clusters Score -2568475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2568485.000000 Penalty: 4953.985840
	Iteration 44Q: 3 clusters Score -2568485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2568486.750000 Penalty: 4953.985840
	Iteration 45Q: 3 clusters Score -2568487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2568492.500000 Penalty: 4953.985840
	Iteration 46Q: 3 clusters Score -2568492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2568496.750000 Penalty: 4953.985840
	Iteration 47Q: 3 clusters Score -2568497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2568503.250000 Penalty: 4953.985840
	Iteration 48Q: 3 clusters Score -2568503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2568511.250000 Penalty: 4953.985840
	Iteration 49Q: 3 clusters Score -2568511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2568522.500000 Penalty: 4953.985840
	Iteration 50Q: 3 clusters Score -2568522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2568528.750000 Penalty: 4953.985840
	Iteration 51Q: 3 clusters Score -2568529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2568531.500000 Penalty: 4953.985840
	Iteration 52Q: 3 clusters Score -2568532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2568536.000000 Penalty: 4953.985840
	Iteration 53Q: 3 clusters Score -2568536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2568541.000000 Penalty: 4953.985840
	Iteration 54Q: 3 clusters Score -2568541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2568538.750000 Penalty: 4953.985840
	Iteration 55Q: 3 clusters Score -2568539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2568540.500000 Penalty: 4953.985840
	Iteration 56Q: 3 clusters Score -2568540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2568538.250000 Penalty: 4953.985840
	Iteration 57Q: 3 clusters Score -2568538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2568538.250000 Penalty: 4953.985840
	Iteration 58F: 3 clusters Score -2568538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Entering Unmasked Estep 
Score: -457377.437500 Penalty: 2084.420166
	Iteration 0F: 2 clusters Score -457377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -453203.625000 Penalty: 4168.840332
	Iteration 0F: 3 clusters Score -453203.6 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -454387.437500 Penalty: 4168.840332
	Iteration 1F: 3 clusters Score -454387.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -454727.781250 Penalty: 4168.840332
	Iteration 2F: 3 clusters Score -454727.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -454948.406250 Penalty: 4168.840332
	Iteration 3F: 3 clusters Score -454948.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -455107.031250 Penalty: 4168.840332
	Iteration 4Q: 3 clusters Score -455107 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -455243.437500 Penalty: 4168.840332
	Iteration 5Q: 3 clusters Score -455243.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -455319.656250 Penalty: 4168.840332
	Iteration 6Q: 3 clusters Score -455319.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -455385.500000 Penalty: 4168.840332
	Iteration 7Q: 3 clusters Score -455385.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -455434.156250 Penalty: 4168.840332
	Iteration 8Q: 3 clusters Score -455434.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -455478.656250 Penalty: 4168.840332
	Iteration 9Q: 3 clusters Score -455478.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -455522.093750 Penalty: 4168.840332
	Iteration 10Q: 3 clusters Score -455522.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -455561.343750 Penalty: 4168.840332
	Iteration 11Q: 3 clusters Score -455561.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -455594.000000 Penalty: 4168.840332
	Iteration 12Q: 3 clusters Score -455594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -455616.625000 Penalty: 4168.840332
	Iteration 13Q: 3 clusters Score -455616.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -455638.468750 Penalty: 4168.840332
	Iteration 14Q: 3 clusters Score -455638.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -455664.562500 Penalty: 4168.840332
	Iteration 15Q: 3 clusters Score -455664.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -455689.031250 Penalty: 4168.840332
	Iteration 16Q: 3 clusters Score -455689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -455710.875000 Penalty: 4168.840332
	Iteration 17Q: 3 clusters Score -455710.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -455730.656250 Penalty: 4168.840332
	Iteration 18Q: 3 clusters Score -455730.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -455740.031250 Penalty: 4168.840332
	Iteration 19Q: 3 clusters Score -455740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -455742.968750 Penalty: 4168.840332
	Iteration 20F: 3 clusters Score -455743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -455745.593750 Penalty: 4168.840332
	Iteration 21Q: 3 clusters Score -455745.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -455748.968750 Penalty: 4168.840332
	Iteration 22Q: 3 clusters Score -455749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -455753.968750 Penalty: 4168.840332
	Iteration 23Q: 3 clusters Score -455754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -455760.281250 Penalty: 4168.840332
	Iteration 24Q: 3 clusters Score -455760.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -455771.406250 Penalty: 4168.840332
	Iteration 25Q: 3 clusters Score -455771.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -455779.718750 Penalty: 4168.840332
	Iteration 26Q: 3 clusters Score -455779.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -455788.250000 Penalty: 4168.840332
	Iteration 27Q: 3 clusters Score -455788.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -455797.906250 Penalty: 4168.840332
	Iteration 28Q: 3 clusters Score -455797.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -455805.281250 Penalty: 4168.840332
	Iteration 29Q: 3 clusters Score -455805.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -455816.531250 Penalty: 4168.840332
	Iteration 30Q: 3 clusters Score -455816.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -455826.125000 Penalty: 4168.840332
	Iteration 31Q: 3 clusters Score -455826.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -455837.062500 Penalty: 4168.840332
	Iteration 32Q: 3 clusters Score -455837.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -455846.343750 Penalty: 4168.840332
	Iteration 33Q: 3 clusters Score -455846.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -455853.468750 Penalty: 4168.840332
	Iteration 34Q: 3 clusters Score -455853.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -455862.343750 Penalty: 4168.840332
	Iteration 35Q: 3 clusters Score -455862.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -455873.375000 Penalty: 4168.840332
	Iteration 36Q: 3 clusters Score -455873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -455883.375000 Penalty: 4168.840332
	Iteration 37Q: 3 clusters Score -455883.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -455897.125000 Penalty: 4168.840332
	Iteration 38Q: 3 clusters Score -455897.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -455906.843750 Penalty: 4168.840332
	Iteration 39Q: 3 clusters Score -455906.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -455915.156250 Penalty: 4168.840332
	Iteration 40F: 3 clusters Score -455915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -455919.281250 Penalty: 4168.840332
	Iteration 41Q: 3 clusters Score -455919.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -455924.031250 Penalty: 4168.840332
	Iteration 42Q: 3 clusters Score -455924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -455926.937500 Penalty: 4168.840332
	Iteration 43Q: 3 clusters Score -455926.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -455931.093750 Penalty: 4168.840332
	Iteration 44Q: 3 clusters Score -455931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -455934.875000 Penalty: 4168.840332
	Iteration 45Q: 3 clusters Score -455934.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -455940.718750 Penalty: 4168.840332
	Iteration 46Q: 3 clusters Score -455940.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -455941.875000 Penalty: 4168.840332
	Iteration 47Q: 3 clusters Score -455941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -455943.250000 Penalty: 4168.840332
	Iteration 48Q: 3 clusters Score -455943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -455944.000000 Penalty: 4168.840332
	Iteration 49Q: 3 clusters Score -455944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -455945.468750 Penalty: 4168.840332
	Iteration 50Q: 3 clusters Score -455945.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -455945.687500 Penalty: 4168.840332
	Iteration 51Q: 3 clusters Score -455945.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -455945.687500 Penalty: 4168.840332
	Iteration 52F: 3 clusters Score -455945.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Entering Unmasked Estep 
Score: -1005263.000000 Penalty: 2252.208008
	Iteration 0F: 2 clusters Score -1005263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -998449.000000 Penalty: 4504.416016
	Iteration 0F: 3 clusters Score -998449 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1000943.625000 Penalty: 4504.416016
	Iteration 1F: 3 clusters Score -1000944 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1001933.375000 Penalty: 4504.416016
	Iteration 2F: 3 clusters Score -1001933 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1002728.125000 Penalty: 4504.416016
	Iteration 3F: 3 clusters Score -1002728 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1003321.000000 Penalty: 4504.416016
	Iteration 4F: 3 clusters Score -1003321 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1003706.000000 Penalty: 4504.416016
	Iteration 5F: 3 clusters Score -1003706 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1003977.187500 Penalty: 4504.416016
	Iteration 6Q: 3 clusters Score -1003977 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1004192.500000 Penalty: 4504.416016
	Iteration 7Q: 3 clusters Score -1004192 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1004381.437500 Penalty: 4504.416016
	Iteration 8Q: 3 clusters Score -1004381 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1004517.875000 Penalty: 4504.416016
	Iteration 9Q: 3 clusters Score -1004518 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1004599.562500 Penalty: 4504.416016
	Iteration 10Q: 3 clusters Score -1004600 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1004654.187500 Penalty: 4504.416016
	Iteration 11Q: 3 clusters Score -1004654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1004685.562500 Penalty: 4504.416016
	Iteration 12Q: 3 clusters Score -1004686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1004712.687500 Penalty: 4504.416016
	Iteration 13Q: 3 clusters Score -1004713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1004734.562500 Penalty: 4504.416016
	Iteration 14Q: 3 clusters Score -1004735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1004754.812500 Penalty: 4504.416016
	Iteration 15Q: 3 clusters Score -1004755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1004767.187500 Penalty: 4504.416016
	Iteration 16Q: 3 clusters Score -1004767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1004772.750000 Penalty: 4504.416016
	Iteration 17Q: 3 clusters Score -1004773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1004775.500000 Penalty: 4504.416016
	Iteration 18Q: 3 clusters Score -1004776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1004780.625000 Penalty: 4504.416016
	Iteration 19Q: 3 clusters Score -1004781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1004784.562500 Penalty: 4504.416016
	Iteration 20F: 3 clusters Score -1004785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1004789.375000 Penalty: 4504.416016
	Iteration 21Q: 3 clusters Score -1004789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1004790.375000 Penalty: 4504.416016
	Iteration 22Q: 3 clusters Score -1004790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1004792.812500 Penalty: 4504.416016
	Iteration 23Q: 3 clusters Score -1004793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1004791.812500 Penalty: 4504.416016
	Iteration 24Q: 3 clusters Score -1004792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1004797.937500 Penalty: 4504.416016
	Iteration 25Q: 3 clusters Score -1004798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1004795.937500 Penalty: 4504.416016
	Iteration 26Q: 3 clusters Score -1004796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1004798.562500 Penalty: 4504.416016
	Iteration 27Q: 3 clusters Score -1004799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1004797.750000 Penalty: 4504.416016
	Iteration 28Q: 3 clusters Score -1004798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1004797.750000 Penalty: 4504.416016
	Iteration 29F: 3 clusters Score -1004798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -291736.031250 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -291736 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 1019 members 
Entering Unmasked Estep 
Score: -289123.593750 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -289123.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -289894.656250 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -289894.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -290301.718750 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -290301.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -290580.218750 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -290580.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -290756.125000 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -290756.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -290928.250000 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -290928.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -291124.875000 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -291124.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -291290.250000 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -291290.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -291367.312500 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -291367.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -291452.281250 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -291452.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -291543.156250 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -291543.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -291606.968750 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -291607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -291640.531250 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -291640.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -291674.062500 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -291674.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -291707.937500 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -291707.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -291719.312500 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -291719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -291722.875000 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -291722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -291725.125000 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -291725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -291727.062500 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -291727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -291729.875000 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -291729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -291732.062500 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -291732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -291734.125000 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -291734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -291735.875000 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -291735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -291735.968750 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -291736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -291736.781250 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -291736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -291736.781250 Penalty: 3778.896240
	Iteration 25F: 3 clusters Score -291736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18045 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188257 members 
Mstep: Class 13 contains 186838 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43239 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 1001 members 
Entering Unmasked Estep 
Score: -133759912.000000 Penalty: 260018.453125
Splitting cluster 6 changes total score from -133761704.000000 to -133759912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Entering Unmasked Estep 
Score: -3732915.500000 Penalty: 2570.946045
	Iteration 0F: 2 clusters Score -3732916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3711182.000000 Penalty: 5141.892090
	Iteration 0F: 3 clusters Score -3711182 nChanged 14273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3719284.750000 Penalty: 5141.892090
	Iteration 1F: 3 clusters Score -3719285 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3719920.000000 Penalty: 5141.892090
	Iteration 2F: 3 clusters Score -3719920 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3720578.500000 Penalty: 5141.892090
	Iteration 3Q: 3 clusters Score -3720578 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3721361.750000 Penalty: 5141.892090
	Iteration 4Q: 3 clusters Score -3721362 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3722359.500000 Penalty: 5141.892090
	Iteration 5F: 3 clusters Score -3722360 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3723645.750000 Penalty: 5141.892090
	Iteration 6F: 3 clusters Score -3723646 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -3725083.000000 Penalty: 5141.892090
	Iteration 7F: 3 clusters Score -3725083 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3726446.250000 Penalty: 5141.892090
	Iteration 8F: 3 clusters Score -3726446 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3727520.250000 Penalty: 5141.892090
	Iteration 9Q: 3 clusters Score -3727520 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3728292.000000 Penalty: 5141.892090
	Iteration 10Q: 3 clusters Score -3728292 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3728855.500000 Penalty: 5141.892090
	Iteration 11Q: 3 clusters Score -3728856 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3729222.250000 Penalty: 5141.892090
	Iteration 12Q: 3 clusters Score -3729222 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3729457.500000 Penalty: 5141.892090
	Iteration 13Q: 3 clusters Score -3729458 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3729617.250000 Penalty: 5141.892090
	Iteration 14Q: 3 clusters Score -3729617 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3729768.750000 Penalty: 5141.892090
	Iteration 15Q: 3 clusters Score -3729769 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3729884.500000 Penalty: 5141.892090
	Iteration 16Q: 3 clusters Score -3729884 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3729966.500000 Penalty: 5141.892090
	Iteration 17Q: 3 clusters Score -3729966 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3730052.250000 Penalty: 5141.892090
	Iteration 18Q: 3 clusters Score -3730052 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3730128.250000 Penalty: 5141.892090
	Iteration 19Q: 3 clusters Score -3730128 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3730206.500000 Penalty: 5141.892090
	Iteration 20F: 3 clusters Score -3730206 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3730283.250000 Penalty: 5141.892090
	Iteration 21Q: 3 clusters Score -3730283 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3730368.750000 Penalty: 5141.892090
	Iteration 22Q: 3 clusters Score -3730369 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3730435.250000 Penalty: 5141.892090
	Iteration 23Q: 3 clusters Score -3730435 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3730500.000000 Penalty: 5141.892090
	Iteration 24Q: 3 clusters Score -3730500 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3730551.500000 Penalty: 5141.892090
	Iteration 25Q: 3 clusters Score -3730552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3730596.750000 Penalty: 5141.892090
	Iteration 26Q: 3 clusters Score -3730597 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3730640.250000 Penalty: 5141.892090
	Iteration 27Q: 3 clusters Score -3730640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3730670.750000 Penalty: 5141.892090
	Iteration 28Q: 3 clusters Score -3730671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3730703.500000 Penalty: 5141.892090
	Iteration 29Q: 3 clusters Score -3730704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3730720.250000 Penalty: 5141.892090
	Iteration 30Q: 3 clusters Score -3730720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3730737.750000 Penalty: 5141.892090
	Iteration 31Q: 3 clusters Score -3730738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3730761.250000 Penalty: 5141.892090
	Iteration 32Q: 3 clusters Score -3730761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3730765.750000 Penalty: 5141.892090
	Iteration 33Q: 3 clusters Score -3730766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3730774.750000 Penalty: 5141.892090
	Iteration 34Q: 3 clusters Score -3730775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3730778.500000 Penalty: 5141.892090
	Iteration 35Q: 3 clusters Score -3730778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3730777.500000 Penalty: 5141.892090
	Iteration 36Q: 3 clusters Score -3730778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3730792.750000 Penalty: 5141.892090
	Iteration 37Q: 3 clusters Score -3730793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3730799.000000 Penalty: 5141.892090
	Iteration 38Q: 3 clusters Score -3730799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3730800.250000 Penalty: 5141.892090
	Iteration 39Q: 3 clusters Score -3730800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3730807.750000 Penalty: 5141.892090
	Iteration 40F: 3 clusters Score -3730808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3730807.250000 Penalty: 5141.892090
	Iteration 41Q: 3 clusters Score -3730807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3730812.500000 Penalty: 5141.892090
	Iteration 42Q: 3 clusters Score -3730812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3730812.250000 Penalty: 5141.892090
	Iteration 43Q: 3 clusters Score -3730812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3730818.750000 Penalty: 5141.892090
	Iteration 44Q: 3 clusters Score -3730819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3730821.750000 Penalty: 5141.892090
	Iteration 45Q: 3 clusters Score -3730822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3730822.000000 Penalty: 5141.892090
	Iteration 46Q: 3 clusters Score -3730822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3730822.250000 Penalty: 5141.892090
	Iteration 47Q: 3 clusters Score -3730822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3730822.750000 Penalty: 5141.892090
	Iteration 48Q: 3 clusters Score -3730823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3730817.000000 Penalty: 5141.892090
	Iteration 49Q: 3 clusters Score -3730817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3730821.250000 Penalty: 5141.892090
	Iteration 50Q: 3 clusters Score -3730821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3730819.500000 Penalty: 5141.892090
	Iteration 51Q: 3 clusters Score -3730820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3730819.250000 Penalty: 5141.892090
	Iteration 52Q: 3 clusters Score -3730819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3730824.000000 Penalty: 5141.892090
	Iteration 53Q: 3 clusters Score -3730824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3730830.250000 Penalty: 5141.892090
	Iteration 54Q: 3 clusters Score -3730830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3730828.500000 Penalty: 5141.892090
	Iteration 55Q: 3 clusters Score -3730828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3730831.250000 Penalty: 5141.892090
	Iteration 56Q: 3 clusters Score -3730831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3730836.500000 Penalty: 5141.892090
	Iteration 57Q: 3 clusters Score -3730836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3730833.250000 Penalty: 5141.892090
	Iteration 58Q: 3 clusters Score -3730833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3730837.250000 Penalty: 5141.892090
	Iteration 59Q: 3 clusters Score -3730837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3730844.750000 Penalty: 5141.892090
	Iteration 60F: 3 clusters Score -3730845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3730845.000000 Penalty: 5141.892090
	Iteration 61Q: 3 clusters Score -3730845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3730847.000000 Penalty: 5141.892090
	Iteration 62Q: 3 clusters Score -3730847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3730844.500000 Penalty: 5141.892090
	Iteration 63Q: 3 clusters Score -3730844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3730846.500000 Penalty: 5141.892090
	Iteration 64Q: 3 clusters Score -3730846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3730846.500000 Penalty: 5141.892090
	Iteration 65F: 3 clusters Score -3730846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Entering Unmasked Estep 
Score: -1152379.875000 Penalty: 2283.767334
	Iteration 0F: 2 clusters Score -1152380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1144688.500000 Penalty: 4567.534668
	Iteration 0F: 3 clusters Score -1144688 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1146833.500000 Penalty: 4567.534668
	Iteration 1F: 3 clusters Score -1146834 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1147125.625000 Penalty: 4567.534668
	Iteration 2F: 3 clusters Score -1147126 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1147320.500000 Penalty: 4567.534668
	Iteration 3Q: 3 clusters Score -1147320 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1147475.000000 Penalty: 4567.534668
	Iteration 4Q: 3 clusters Score -1147475 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1147590.000000 Penalty: 4567.534668
	Iteration 5Q: 3 clusters Score -1147590 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1147700.250000 Penalty: 4567.534668
	Iteration 6Q: 3 clusters Score -1147700 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1147816.250000 Penalty: 4567.534668
	Iteration 7Q: 3 clusters Score -1147816 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1147955.000000 Penalty: 4567.534668
	Iteration 8Q: 3 clusters Score -1147955 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1148076.000000 Penalty: 4567.534668
	Iteration 9Q: 3 clusters Score -1148076 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1148187.875000 Penalty: 4567.534668
	Iteration 10Q: 3 clusters Score -1148188 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1148313.750000 Penalty: 4567.534668
	Iteration 11Q: 3 clusters Score -1148314 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1148457.500000 Penalty: 4567.534668
	Iteration 12Q: 3 clusters Score -1148458 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1148605.125000 Penalty: 4567.534668
	Iteration 13Q: 3 clusters Score -1148605 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1148715.375000 Penalty: 4567.534668
	Iteration 14Q: 3 clusters Score -1148715 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1148820.375000 Penalty: 4567.534668
	Iteration 15Q: 3 clusters Score -1148820 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1148903.875000 Penalty: 4567.534668
	Iteration 16Q: 3 clusters Score -1148904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1148990.625000 Penalty: 4567.534668
	Iteration 17Q: 3 clusters Score -1148991 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1149071.500000 Penalty: 4567.534668
	Iteration 18Q: 3 clusters Score -1149072 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1149172.375000 Penalty: 4567.534668
	Iteration 19Q: 3 clusters Score -1149172 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1149268.625000 Penalty: 4567.534668
	Iteration 20F: 3 clusters Score -1149269 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1149352.500000 Penalty: 4567.534668
	Iteration 21Q: 3 clusters Score -1149352 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1149423.750000 Penalty: 4567.534668
	Iteration 22Q: 3 clusters Score -1149424 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1149476.500000 Penalty: 4567.534668
	Iteration 23Q: 3 clusters Score -1149476 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1149533.125000 Penalty: 4567.534668
	Iteration 24Q: 3 clusters Score -1149533 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1149590.250000 Penalty: 4567.534668
	Iteration 25Q: 3 clusters Score -1149590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1149648.250000 Penalty: 4567.534668
	Iteration 26Q: 3 clusters Score -1149648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1149704.500000 Penalty: 4567.534668
	Iteration 27Q: 3 clusters Score -1149704 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1149762.125000 Penalty: 4567.534668
	Iteration 28Q: 3 clusters Score -1149762 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1149809.625000 Penalty: 4567.534668
	Iteration 29Q: 3 clusters Score -1149810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1149852.750000 Penalty: 4567.534668
	Iteration 30Q: 3 clusters Score -1149853 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1149894.000000 Penalty: 4567.534668
	Iteration 31Q: 3 clusters Score -1149894 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1149938.625000 Penalty: 4567.534668
	Iteration 32Q: 3 clusters Score -1149939 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1149975.375000 Penalty: 4567.534668
	Iteration 33Q: 3 clusters Score -1149975 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1150026.125000 Penalty: 4567.534668
	Iteration 34Q: 3 clusters Score -1150026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1150071.750000 Penalty: 4567.534668
	Iteration 35Q: 3 clusters Score -1150072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1150118.750000 Penalty: 4567.534668
	Iteration 36Q: 3 clusters Score -1150119 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1150155.625000 Penalty: 4567.534668
	Iteration 37Q: 3 clusters Score -1150156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1150189.375000 Penalty: 4567.534668
	Iteration 38Q: 3 clusters Score -1150189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1150216.250000 Penalty: 4567.534668
	Iteration 39Q: 3 clusters Score -1150216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1150238.125000 Penalty: 4567.534668
	Iteration 40F: 3 clusters Score -1150238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1150259.875000 Penalty: 4567.534668
	Iteration 41Q: 3 clusters Score -1150260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1150289.625000 Penalty: 4567.534668
	Iteration 42Q: 3 clusters Score -1150290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1150314.000000 Penalty: 4567.534668
	Iteration 43Q: 3 clusters Score -1150314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1150343.125000 Penalty: 4567.534668
	Iteration 44Q: 3 clusters Score -1150343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1150369.250000 Penalty: 4567.534668
	Iteration 45Q: 3 clusters Score -1150369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1150388.875000 Penalty: 4567.534668
	Iteration 46Q: 3 clusters Score -1150389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1150402.875000 Penalty: 4567.534668
	Iteration 47Q: 3 clusters Score -1150403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1150419.500000 Penalty: 4567.534668
	Iteration 48Q: 3 clusters Score -1150420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1150434.625000 Penalty: 4567.534668
	Iteration 49Q: 3 clusters Score -1150435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1150447.750000 Penalty: 4567.534668
	Iteration 50Q: 3 clusters Score -1150448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1150463.125000 Penalty: 4567.534668
	Iteration 51Q: 3 clusters Score -1150463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1150477.250000 Penalty: 4567.534668
	Iteration 52Q: 3 clusters Score -1150477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1150498.875000 Penalty: 4567.534668
	Iteration 53Q: 3 clusters Score -1150499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1150509.625000 Penalty: 4567.534668
	Iteration 54Q: 3 clusters Score -1150510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1150521.750000 Penalty: 4567.534668
	Iteration 55Q: 3 clusters Score -1150522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1150533.000000 Penalty: 4567.534668
	Iteration 56Q: 3 clusters Score -1150533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1150552.250000 Penalty: 4567.534668
	Iteration 57Q: 3 clusters Score -1150552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1150558.250000 Penalty: 4567.534668
	Iteration 58Q: 3 clusters Score -1150558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1150570.250000 Penalty: 4567.534668
	Iteration 59Q: 3 clusters Score -1150570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1150585.125000 Penalty: 4567.534668
	Iteration 60F: 3 clusters Score -1150585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1150600.375000 Penalty: 4567.534668
	Iteration 61Q: 3 clusters Score -1150600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1150627.750000 Penalty: 4567.534668
	Iteration 62Q: 3 clusters Score -1150628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1150656.500000 Penalty: 4567.534668
	Iteration 63Q: 3 clusters Score -1150656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1150703.875000 Penalty: 4567.534668
	Iteration 64Q: 3 clusters Score -1150704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1150754.250000 Penalty: 4567.534668
	Iteration 65Q: 3 clusters Score -1150754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1150827.125000 Penalty: 4567.534668
	Iteration 66Q: 3 clusters Score -1150827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1150892.750000 Penalty: 4567.534668
	Iteration 67Q: 3 clusters Score -1150893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1150946.500000 Penalty: 4567.534668
	Iteration 68Q: 3 clusters Score -1150946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1150972.000000 Penalty: 4567.534668
	Iteration 69Q: 3 clusters Score -1150972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1150985.125000 Penalty: 4567.534668
	Iteration 70Q: 3 clusters Score -1150985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1150999.250000 Penalty: 4567.534668
	Iteration 71Q: 3 clusters Score -1150999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1151004.250000 Penalty: 4567.534668
	Iteration 72Q: 3 clusters Score -1151004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1151010.625000 Penalty: 4567.534668
	Iteration 73Q: 3 clusters Score -1151011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1151012.500000 Penalty: 4567.534668
	Iteration 74Q: 3 clusters Score -1151012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1151019.500000 Penalty: 4567.534668
	Iteration 75Q: 3 clusters Score -1151020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1151022.375000 Penalty: 4567.534668
	Iteration 76Q: 3 clusters Score -1151022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1151021.625000 Penalty: 4567.534668
	Iteration 77Q: 3 clusters Score -1151022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1151022.375000 Penalty: 4567.534668
	Iteration 78Q: 3 clusters Score -1151022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1151023.125000 Penalty: 4567.534668
	Iteration 79Q: 3 clusters Score -1151023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1151023.125000 Penalty: 4567.534668
	Iteration 80F: 3 clusters Score -1151023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -1184798.000000 Penalty: 2288.564209
	Iteration 0F: 2 clusters Score -1184798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1176965.625000 Penalty: 4577.128418
	Iteration 0F: 3 clusters Score -1176966 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1179234.375000 Penalty: 4577.128418
	Iteration 1F: 3 clusters Score -1179234 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1179513.000000 Penalty: 4577.128418
	Iteration 2F: 3 clusters Score -1179513 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1179711.875000 Penalty: 4577.128418
	Iteration 3Q: 3 clusters Score -1179712 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1179861.500000 Penalty: 4577.128418
	Iteration 4Q: 3 clusters Score -1179862 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1180010.375000 Penalty: 4577.128418
	Iteration 5Q: 3 clusters Score -1180010 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1180181.250000 Penalty: 4577.128418
	Iteration 6Q: 3 clusters Score -1180181 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1180385.375000 Penalty: 4577.128418
	Iteration 7Q: 3 clusters Score -1180385 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1180589.125000 Penalty: 4577.128418
	Iteration 8Q: 3 clusters Score -1180589 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1180813.500000 Penalty: 4577.128418
	Iteration 9Q: 3 clusters Score -1180814 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1181080.125000 Penalty: 4577.128418
	Iteration 10Q: 3 clusters Score -1181080 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1181343.500000 Penalty: 4577.128418
	Iteration 11Q: 3 clusters Score -1181344 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1181593.875000 Penalty: 4577.128418
	Iteration 12Q: 3 clusters Score -1181594 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1181813.500000 Penalty: 4577.128418
	Iteration 13Q: 3 clusters Score -1181814 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1181999.000000 Penalty: 4577.128418
	Iteration 14Q: 3 clusters Score -1181999 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1182186.500000 Penalty: 4577.128418
	Iteration 15Q: 3 clusters Score -1182186 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1182343.625000 Penalty: 4577.128418
	Iteration 16Q: 3 clusters Score -1182344 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1182465.625000 Penalty: 4577.128418
	Iteration 17Q: 3 clusters Score -1182466 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1182551.125000 Penalty: 4577.128418
	Iteration 18Q: 3 clusters Score -1182551 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1182609.750000 Penalty: 4577.128418
	Iteration 19Q: 3 clusters Score -1182610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1182650.000000 Penalty: 4577.128418
	Iteration 20F: 3 clusters Score -1182650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1182679.625000 Penalty: 4577.128418
	Iteration 21Q: 3 clusters Score -1182680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1182697.375000 Penalty: 4577.128418
	Iteration 22Q: 3 clusters Score -1182697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1182716.125000 Penalty: 4577.128418
	Iteration 23Q: 3 clusters Score -1182716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1182733.875000 Penalty: 4577.128418
	Iteration 24Q: 3 clusters Score -1182734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1182745.000000 Penalty: 4577.128418
	Iteration 25Q: 3 clusters Score -1182745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1182753.500000 Penalty: 4577.128418
	Iteration 26Q: 3 clusters Score -1182754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1182764.875000 Penalty: 4577.128418
	Iteration 27Q: 3 clusters Score -1182765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1182773.250000 Penalty: 4577.128418
	Iteration 28Q: 3 clusters Score -1182773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1182781.125000 Penalty: 4577.128418
	Iteration 29Q: 3 clusters Score -1182781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1182782.500000 Penalty: 4577.128418
	Iteration 30Q: 3 clusters Score -1182782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1182787.625000 Penalty: 4577.128418
	Iteration 31Q: 3 clusters Score -1182788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1182791.375000 Penalty: 4577.128418
	Iteration 32Q: 3 clusters Score -1182791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1182797.125000 Penalty: 4577.128418
	Iteration 33Q: 3 clusters Score -1182797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1182801.625000 Penalty: 4577.128418
	Iteration 34Q: 3 clusters Score -1182802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1182806.875000 Penalty: 4577.128418
	Iteration 35Q: 3 clusters Score -1182807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1182813.625000 Penalty: 4577.128418
	Iteration 36Q: 3 clusters Score -1182814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1182816.750000 Penalty: 4577.128418
	Iteration 37Q: 3 clusters Score -1182817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1182818.625000 Penalty: 4577.128418
	Iteration 38Q: 3 clusters Score -1182819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1182819.625000 Penalty: 4577.128418
	Iteration 39Q: 3 clusters Score -1182820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1182819.625000 Penalty: 4577.128418
	Iteration 40F: 3 clusters Score -1182820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -570528.125000 Penalty: 2111.667969
	Iteration 0F: 2 clusters Score -570528.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -566074.250000 Penalty: 4223.335938
	Iteration 0F: 3 clusters Score -566074.2 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -567165.500000 Penalty: 4223.335938
	Iteration 1F: 3 clusters Score -567165.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -567438.062500 Penalty: 4223.335938
	Iteration 2F: 3 clusters Score -567438.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -567659.937500 Penalty: 4223.335938
	Iteration 3F: 3 clusters Score -567659.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -567855.125000 Penalty: 4223.335938
	Iteration 4F: 3 clusters Score -567855.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -567994.750000 Penalty: 4223.335938
	Iteration 5Q: 3 clusters Score -567994.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -568105.812500 Penalty: 4223.335938
	Iteration 6Q: 3 clusters Score -568105.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -568201.625000 Penalty: 4223.335938
	Iteration 7Q: 3 clusters Score -568201.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -568273.625000 Penalty: 4223.335938
	Iteration 8Q: 3 clusters Score -568273.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -568341.625000 Penalty: 4223.335938
	Iteration 9Q: 3 clusters Score -568341.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -568406.125000 Penalty: 4223.335938
	Iteration 10Q: 3 clusters Score -568406.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -568472.000000 Penalty: 4223.335938
	Iteration 11Q: 3 clusters Score -568472 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -568538.875000 Penalty: 4223.335938
	Iteration 12Q: 3 clusters Score -568538.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -568592.812500 Penalty: 4223.335938
	Iteration 13Q: 3 clusters Score -568592.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -568667.062500 Penalty: 4223.335938
	Iteration 14Q: 3 clusters Score -568667.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -568726.062500 Penalty: 4223.335938
	Iteration 15Q: 3 clusters Score -568726.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -568787.125000 Penalty: 4223.335938
	Iteration 16Q: 3 clusters Score -568787.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -568865.437500 Penalty: 4223.335938
	Iteration 17Q: 3 clusters Score -568865.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -568971.687500 Penalty: 4223.335938
	Iteration 18Q: 3 clusters Score -568971.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -569104.375000 Penalty: 4223.335938
	Iteration 19Q: 3 clusters Score -569104.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -569277.437500 Penalty: 4223.335938
	Iteration 20F: 3 clusters Score -569277.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -569483.187500 Penalty: 4223.335938
	Iteration 21Q: 3 clusters Score -569483.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -569697.000000 Penalty: 4223.335938
	Iteration 22Q: 3 clusters Score -569697 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -569882.000000 Penalty: 4223.335938
	Iteration 23Q: 3 clusters Score -569882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -570023.875000 Penalty: 4223.335938
	Iteration 24Q: 3 clusters Score -570023.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -570126.875000 Penalty: 4223.335938
	Iteration 25Q: 3 clusters Score -570126.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -570170.625000 Penalty: 4223.335938
	Iteration 26Q: 3 clusters Score -570170.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -570205.625000 Penalty: 4223.335938
	Iteration 27Q: 3 clusters Score -570205.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -570217.500000 Penalty: 4223.335938
	Iteration 28Q: 3 clusters Score -570217.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -570226.187500 Penalty: 4223.335938
	Iteration 29Q: 3 clusters Score -570226.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -570235.187500 Penalty: 4223.335938
	Iteration 30Q: 3 clusters Score -570235.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -570242.687500 Penalty: 4223.335938
	Iteration 31Q: 3 clusters Score -570242.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -570251.562500 Penalty: 4223.335938
	Iteration 32Q: 3 clusters Score -570251.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -570260.812500 Penalty: 4223.335938
	Iteration 33Q: 3 clusters Score -570260.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -570265.312500 Penalty: 4223.335938
	Iteration 34Q: 3 clusters Score -570265.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -570268.875000 Penalty: 4223.335938
	Iteration 35Q: 3 clusters Score -570268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -570269.250000 Penalty: 4223.335938
	Iteration 36Q: 3 clusters Score -570269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -570270.375000 Penalty: 4223.335938
	Iteration 37Q: 3 clusters Score -570270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -570270.437500 Penalty: 4223.335938
	Iteration 38Q: 3 clusters Score -570270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -570270.812500 Penalty: 4223.335938
	Iteration 39Q: 3 clusters Score -570270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -570272.187500 Penalty: 4223.335938
	Iteration 40F: 3 clusters Score -570272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -570274.000000 Penalty: 4223.335938
	Iteration 41Q: 3 clusters Score -570274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -570274.000000 Penalty: 4223.335938
	Iteration 42F: 3 clusters Score -570274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Entering Unmasked Estep 
Score: -646218.625000 Penalty: 2141.474121
	Iteration 0F: 2 clusters Score -646218.6 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 2826 members 
Entering Unmasked Estep 
Score: -641276.437500 Penalty: 4282.948242
	Iteration 0F: 3 clusters Score -641276.4 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -642433.562500 Penalty: 4282.948242
	Iteration 1F: 3 clusters Score -642433.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -642626.312500 Penalty: 4282.948242
	Iteration 2F: 3 clusters Score -642626.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -642736.375000 Penalty: 4282.948242
	Iteration 3Q: 3 clusters Score -642736.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -642817.437500 Penalty: 4282.948242
	Iteration 4Q: 3 clusters Score -642817.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -642893.812500 Penalty: 4282.948242
	Iteration 5Q: 3 clusters Score -642893.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -642956.812500 Penalty: 4282.948242
	Iteration 6Q: 3 clusters Score -642956.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -643004.812500 Penalty: 4282.948242
	Iteration 7Q: 3 clusters Score -643004.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -643042.625000 Penalty: 4282.948242
	Iteration 8Q: 3 clusters Score -643042.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -643073.000000 Penalty: 4282.948242
	Iteration 9Q: 3 clusters Score -643073 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -643098.000000 Penalty: 4282.948242
	Iteration 10Q: 3 clusters Score -643098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -643121.812500 Penalty: 4282.948242
	Iteration 11Q: 3 clusters Score -643121.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -643143.812500 Penalty: 4282.948242
	Iteration 12Q: 3 clusters Score -643143.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -643171.062500 Penalty: 4282.948242
	Iteration 13Q: 3 clusters Score -643171.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -643197.187500 Penalty: 4282.948242
	Iteration 14Q: 3 clusters Score -643197.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -643228.937500 Penalty: 4282.948242
	Iteration 15Q: 3 clusters Score -643228.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -643255.312500 Penalty: 4282.948242
	Iteration 16Q: 3 clusters Score -643255.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -643289.312500 Penalty: 4282.948242
	Iteration 17Q: 3 clusters Score -643289.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -643324.000000 Penalty: 4282.948242
	Iteration 18Q: 3 clusters Score -643324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -643363.437500 Penalty: 4282.948242
	Iteration 19Q: 3 clusters Score -643363.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -643397.125000 Penalty: 4282.948242
	Iteration 20F: 3 clusters Score -643397.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -643426.312500 Penalty: 4282.948242
	Iteration 21Q: 3 clusters Score -643426.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -643456.937500 Penalty: 4282.948242
	Iteration 22Q: 3 clusters Score -643456.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -643490.750000 Penalty: 4282.948242
	Iteration 23Q: 3 clusters Score -643490.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -643528.687500 Penalty: 4282.948242
	Iteration 24Q: 3 clusters Score -643528.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -643571.187500 Penalty: 4282.948242
	Iteration 25Q: 3 clusters Score -643571.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -643608.375000 Penalty: 4282.948242
	Iteration 26Q: 3 clusters Score -643608.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -643647.250000 Penalty: 4282.948242
	Iteration 27Q: 3 clusters Score -643647.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -643686.812500 Penalty: 4282.948242
	Iteration 28Q: 3 clusters Score -643686.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -643732.500000 Penalty: 4282.948242
	Iteration 29Q: 3 clusters Score -643732.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -643783.062500 Penalty: 4282.948242
	Iteration 30Q: 3 clusters Score -643783.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -643827.750000 Penalty: 4282.948242
	Iteration 31Q: 3 clusters Score -643827.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -643876.937500 Penalty: 4282.948242
	Iteration 32Q: 3 clusters Score -643876.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -643941.062500 Penalty: 4282.948242
	Iteration 33Q: 3 clusters Score -643941.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -644010.187500 Penalty: 4282.948242
	Iteration 34Q: 3 clusters Score -644010.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -644074.000000 Penalty: 4282.948242
	Iteration 35Q: 3 clusters Score -644074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -644134.250000 Penalty: 4282.948242
	Iteration 36Q: 3 clusters Score -644134.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -644171.812500 Penalty: 4282.948242
	Iteration 37Q: 3 clusters Score -644171.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -644210.375000 Penalty: 4282.948242
	Iteration 38Q: 3 clusters Score -644210.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -644239.125000 Penalty: 4282.948242
	Iteration 39Q: 3 clusters Score -644239.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -644259.687500 Penalty: 4282.948242
	Iteration 40F: 3 clusters Score -644259.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -644274.250000 Penalty: 4282.948242
	Iteration 41Q: 3 clusters Score -644274.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -644289.062500 Penalty: 4282.948242
	Iteration 42Q: 3 clusters Score -644289.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -644298.750000 Penalty: 4282.948242
	Iteration 43Q: 3 clusters Score -644298.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -644308.625000 Penalty: 4282.948242
	Iteration 44Q: 3 clusters Score -644308.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -644318.437500 Penalty: 4282.948242
	Iteration 45Q: 3 clusters Score -644318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -644325.312500 Penalty: 4282.948242
	Iteration 46Q: 3 clusters Score -644325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -644328.812500 Penalty: 4282.948242
	Iteration 47Q: 3 clusters Score -644328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -644332.937500 Penalty: 4282.948242
	Iteration 48Q: 3 clusters Score -644332.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -644335.500000 Penalty: 4282.948242
	Iteration 49Q: 3 clusters Score -644335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -644337.125000 Penalty: 4282.948242
	Iteration 50Q: 3 clusters Score -644337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -644337.687500 Penalty: 4282.948242
	Iteration 51Q: 3 clusters Score -644337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -644338.875000 Penalty: 4282.948242
	Iteration 52Q: 3 clusters Score -644338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -644340.000000 Penalty: 4282.948242
	Iteration 53Q: 3 clusters Score -644340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -644341.125000 Penalty: 4282.948242
	Iteration 54Q: 3 clusters Score -644341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -644341.125000 Penalty: 4282.948242
	Iteration 55F: 3 clusters Score -644341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (188257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188257 members 
Entering Unmasked Estep 
Score: -21977946.000000 Penalty: 3012.099609
	Iteration 0F: 2 clusters Score -2.197795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -21854454.000000 Penalty: 6024.199219
	Iteration 0F: 3 clusters Score -2.185445e+07 nChanged 90474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91045 members 
Mstep: Class 2 contains 97212 members 
Entering Unmasked Estep 
Score: -21907608.000000 Penalty: 6024.199219
	Iteration 1F: 3 clusters Score -2.190761e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -21909052.000000 Penalty: 6024.199219
	Iteration 2Q: 3 clusters Score -2.190905e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 102079 members 
Entering Unmasked Estep 
Score: -21910890.000000 Penalty: 6024.199219
	Iteration 3Q: 3 clusters Score -2.191089e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -21913766.000000 Penalty: 6024.199219
	Iteration 4Q: 3 clusters Score -2.191377e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 112687 members 
Entering Unmasked Estep 
Score: -21918198.000000 Penalty: 6024.199219
	Iteration 5Q: 3 clusters Score -2.19182e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 121149 members 
Entering Unmasked Estep 
Score: -21924852.000000 Penalty: 6024.199219
	Iteration 6F: 3 clusters Score -2.192485e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 131387 members 
Entering Unmasked Estep 
Score: -21933536.000000 Penalty: 6024.199219
	Iteration 7F: 3 clusters Score -2.193354e+07 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -21943290.000000 Penalty: 6024.199219
	Iteration 8F: 3 clusters Score -2.194329e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -21952622.000000 Penalty: 6024.199219
	Iteration 9F: 3 clusters Score -2.195262e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -21959746.000000 Penalty: 6024.199219
	Iteration 10Q: 3 clusters Score -2.195975e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 163323 members 
Entering Unmasked Estep 
Score: -21964656.000000 Penalty: 6024.199219
	Iteration 11Q: 3 clusters Score -2.196466e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 166847 members 
Entering Unmasked Estep 
Score: -21967904.000000 Penalty: 6024.199219
	Iteration 12Q: 3 clusters Score -2.19679e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 169533 members 
Entering Unmasked Estep 
Score: -21969994.000000 Penalty: 6024.199219
	Iteration 13Q: 3 clusters Score -2.196999e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -21971422.000000 Penalty: 6024.199219
	Iteration 14Q: 3 clusters Score -2.197142e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 173384 members 
Entering Unmasked Estep 
Score: -21972486.000000 Penalty: 6024.199219
	Iteration 15Q: 3 clusters Score -2.197249e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 174842 members 
Entering Unmasked Estep 
Score: -21973042.000000 Penalty: 6024.199219
	Iteration 16Q: 3 clusters Score -2.197304e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 176008 members 
Entering Unmasked Estep 
Score: -21973388.000000 Penalty: 6024.199219
	Iteration 17Q: 3 clusters Score -2.197339e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 177007 members 
Entering Unmasked Estep 
Score: -21973716.000000 Penalty: 6024.199219
	Iteration 18Q: 3 clusters Score -2.197372e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 177816 members 
Entering Unmasked Estep 
Score: -21973966.000000 Penalty: 6024.199219
	Iteration 19Q: 3 clusters Score -2.197397e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 178534 members 
Entering Unmasked Estep 
Score: -21974168.000000 Penalty: 6024.199219
	Iteration 20F: 3 clusters Score -2.197417e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 179147 members 
Entering Unmasked Estep 
Score: -21974302.000000 Penalty: 6024.199219
	Iteration 21Q: 3 clusters Score -2.19743e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 179709 members 
Entering Unmasked Estep 
Score: -21974506.000000 Penalty: 6024.199219
	Iteration 22Q: 3 clusters Score -2.197451e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 180232 members 
Entering Unmasked Estep 
Score: -21974634.000000 Penalty: 6024.199219
	Iteration 23Q: 3 clusters Score -2.197463e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 180727 members 
Entering Unmasked Estep 
Score: -21974692.000000 Penalty: 6024.199219
	Iteration 24Q: 3 clusters Score -2.197469e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 181141 members 
Entering Unmasked Estep 
Score: -21974828.000000 Penalty: 6024.199219
	Iteration 25Q: 3 clusters Score -2.197483e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 181507 members 
Entering Unmasked Estep 
Score: -21974880.000000 Penalty: 6024.199219
	Iteration 26Q: 3 clusters Score -2.197488e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 181840 members 
Entering Unmasked Estep 
Score: -21974908.000000 Penalty: 6024.199219
	Iteration 27Q: 3 clusters Score -2.197491e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 182129 members 
Entering Unmasked Estep 
Score: -21975032.000000 Penalty: 6024.199219
	Iteration 28Q: 3 clusters Score -2.197503e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 182393 members 
Entering Unmasked Estep 
Score: -21975044.000000 Penalty: 6024.199219
	Iteration 29Q: 3 clusters Score -2.197504e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 182636 members 
Entering Unmasked Estep 
Score: -21975076.000000 Penalty: 6024.199219
	Iteration 30Q: 3 clusters Score -2.197508e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 182849 members 
Entering Unmasked Estep 
Score: -21975086.000000 Penalty: 6024.199219
	Iteration 31Q: 3 clusters Score -2.197509e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 183054 members 
Entering Unmasked Estep 
Score: -21975080.000000 Penalty: 6024.199219
	Iteration 32Q: 3 clusters Score -2.197508e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 183278 members 
Entering Unmasked Estep 
Score: -21975110.000000 Penalty: 6024.199219
	Iteration 33Q: 3 clusters Score -2.197511e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 183486 members 
Entering Unmasked Estep 
Score: -21975140.000000 Penalty: 6024.199219
	Iteration 34Q: 3 clusters Score -2.197514e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 183665 members 
Entering Unmasked Estep 
Score: -21975154.000000 Penalty: 6024.199219
	Iteration 35Q: 3 clusters Score -2.197515e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 183824 members 
Entering Unmasked Estep 
Score: -21975200.000000 Penalty: 6024.199219
	Iteration 36Q: 3 clusters Score -2.19752e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 183965 members 
Entering Unmasked Estep 
Score: -21975210.000000 Penalty: 6024.199219
	Iteration 37Q: 3 clusters Score -2.197521e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 184089 members 
Entering Unmasked Estep 
Score: -21975204.000000 Penalty: 6024.199219
	Iteration 38Q: 3 clusters Score -2.19752e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 184206 members 
Entering Unmasked Estep 
Score: -21975220.000000 Penalty: 6024.199219
	Iteration 39Q: 3 clusters Score -2.197522e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 184307 members 
Entering Unmasked Estep 
Score: -21975258.000000 Penalty: 6024.199219
	Iteration 40F: 3 clusters Score -2.197526e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 184403 members 
Entering Unmasked Estep 
Score: -21975256.000000 Penalty: 6024.199219
	Iteration 41Q: 3 clusters Score -2.197526e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 184501 members 
Entering Unmasked Estep 
Score: -21975236.000000 Penalty: 6024.199219
	Iteration 42Q: 3 clusters Score -2.197524e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 184598 members 
Entering Unmasked Estep 
Score: -21975246.000000 Penalty: 6024.199219
	Iteration 43Q: 3 clusters Score -2.197525e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 184682 members 
Entering Unmasked Estep 
Score: -21975278.000000 Penalty: 6024.199219
	Iteration 44Q: 3 clusters Score -2.197528e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 184750 members 
Entering Unmasked Estep 
Score: -21975312.000000 Penalty: 6024.199219
	Iteration 45Q: 3 clusters Score -2.197531e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 184820 members 
Entering Unmasked Estep 
Score: -21975316.000000 Penalty: 6024.199219
	Iteration 46Q: 3 clusters Score -2.197532e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 184873 members 
Entering Unmasked Estep 
Score: -21975332.000000 Penalty: 6024.199219
	Iteration 47Q: 3 clusters Score -2.197533e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -21975340.000000 Penalty: 6024.199219
	Iteration 48Q: 3 clusters Score -2.197534e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 184982 members 
Entering Unmasked Estep 
Score: -21975348.000000 Penalty: 6024.199219
	Iteration 49Q: 3 clusters Score -2.197535e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 185035 members 
Entering Unmasked Estep 
Score: -21975364.000000 Penalty: 6024.199219
	Iteration 50Q: 3 clusters Score -2.197536e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 185082 members 
Entering Unmasked Estep 
Score: -21975360.000000 Penalty: 6024.199219
	Iteration 51Q: 3 clusters Score -2.197536e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 185113 members 
Entering Unmasked Estep 
Score: -21975378.000000 Penalty: 6024.199219
	Iteration 52Q: 3 clusters Score -2.197538e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 185157 members 
Entering Unmasked Estep 
Score: -21975350.000000 Penalty: 6024.199219
	Iteration 53Q: 3 clusters Score -2.197535e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 185210 members 
Entering Unmasked Estep 
Score: -21975372.000000 Penalty: 6024.199219
	Iteration 54Q: 3 clusters Score -2.197537e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 185262 members 
Entering Unmasked Estep 
Score: -21975370.000000 Penalty: 6024.199219
	Iteration 55Q: 3 clusters Score -2.197537e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 185303 members 
Entering Unmasked Estep 
Score: -21975362.000000 Penalty: 6024.199219
	Iteration 56Q: 3 clusters Score -2.197536e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 185350 members 
Entering Unmasked Estep 
Score: -21975372.000000 Penalty: 6024.199219
	Iteration 57Q: 3 clusters Score -2.197537e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 185395 members 
Entering Unmasked Estep 
Score: -21975362.000000 Penalty: 6024.199219
	Iteration 58Q: 3 clusters Score -2.197536e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 185433 members 
Entering Unmasked Estep 
Score: -21975356.000000 Penalty: 6024.199219
	Iteration 59Q: 3 clusters Score -2.197536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 185470 members 
Entering Unmasked Estep 
Score: -21975388.000000 Penalty: 6024.199219
	Iteration 60F: 3 clusters Score -2.197539e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 185504 members 
Entering Unmasked Estep 
Score: -21975408.000000 Penalty: 6024.199219
	Iteration 61Q: 3 clusters Score -2.197541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 185533 members 
Entering Unmasked Estep 
Score: -21975394.000000 Penalty: 6024.199219
	Iteration 62Q: 3 clusters Score -2.197539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 185565 members 
Entering Unmasked Estep 
Score: -21975404.000000 Penalty: 6024.199219
	Iteration 63Q: 3 clusters Score -2.19754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 185591 members 
Entering Unmasked Estep 
Score: -21975418.000000 Penalty: 6024.199219
	Iteration 64Q: 3 clusters Score -2.197542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 185605 members 
Entering Unmasked Estep 
Score: -21975422.000000 Penalty: 6024.199219
	Iteration 65Q: 3 clusters Score -2.197542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 185622 members 
Entering Unmasked Estep 
Score: -21975430.000000 Penalty: 6024.199219
	Iteration 66Q: 3 clusters Score -2.197543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 185640 members 
Entering Unmasked Estep 
Score: -21975436.000000 Penalty: 6024.199219
	Iteration 67Q: 3 clusters Score -2.197544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 185654 members 
Entering Unmasked Estep 
Score: -21975436.000000 Penalty: 6024.199219
	Iteration 68Q: 3 clusters Score -2.197544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 185664 members 
Entering Unmasked Estep 
Score: -21975456.000000 Penalty: 6024.199219
	Iteration 69Q: 3 clusters Score -2.197546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 185674 members 
Entering Unmasked Estep 
Score: -21975468.000000 Penalty: 6024.199219
	Iteration 70Q: 3 clusters Score -2.197547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 185685 members 
Entering Unmasked Estep 
Score: -21975488.000000 Penalty: 6024.199219
	Iteration 71Q: 3 clusters Score -2.197549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 185700 members 
Entering Unmasked Estep 
Score: -21975480.000000 Penalty: 6024.199219
	Iteration 72Q: 3 clusters Score -2.197548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 185715 members 
Entering Unmasked Estep 
Score: -21975450.000000 Penalty: 6024.199219
	Iteration 73Q: 3 clusters Score -2.197545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 185726 members 
Entering Unmasked Estep 
Score: -21975446.000000 Penalty: 6024.199219
	Iteration 74Q: 3 clusters Score -2.197545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 185741 members 
Entering Unmasked Estep 
Score: -21975466.000000 Penalty: 6024.199219
	Iteration 75Q: 3 clusters Score -2.197547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 185753 members 
Entering Unmasked Estep 
Score: -21975482.000000 Penalty: 6024.199219
	Iteration 76Q: 3 clusters Score -2.197548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 185771 members 
Entering Unmasked Estep 
Score: -21975476.000000 Penalty: 6024.199219
	Iteration 77Q: 3 clusters Score -2.197548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 185787 members 
Entering Unmasked Estep 
Score: -21975482.000000 Penalty: 6024.199219
	Iteration 78Q: 3 clusters Score -2.197548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 185802 members 
Entering Unmasked Estep 
Score: -21975494.000000 Penalty: 6024.199219
	Iteration 79Q: 3 clusters Score -2.197549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 185811 members 
Entering Unmasked Estep 
Score: -21975490.000000 Penalty: 6024.199219
	Iteration 80F: 3 clusters Score -2.197549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 185817 members 
Entering Unmasked Estep 
Score: -21975492.000000 Penalty: 6024.199219
	Iteration 81Q: 3 clusters Score -2.197549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 185834 members 
Entering Unmasked Estep 
Score: -21975500.000000 Penalty: 6024.199219
	Iteration 82Q: 3 clusters Score -2.19755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 185851 members 
Entering Unmasked Estep 
Score: -21975502.000000 Penalty: 6024.199219
	Iteration 83Q: 3 clusters Score -2.19755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 185868 members 
Entering Unmasked Estep 
Score: -21975478.000000 Penalty: 6024.199219
	Iteration 84Q: 3 clusters Score -2.197548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 185887 members 
Entering Unmasked Estep 
Score: -21975496.000000 Penalty: 6024.199219
	Iteration 85Q: 3 clusters Score -2.19755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 185909 members 
Entering Unmasked Estep 
Score: -21975502.000000 Penalty: 6024.199219
	Iteration 86Q: 3 clusters Score -2.19755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 185927 members 
Entering Unmasked Estep 
Score: -21975534.000000 Penalty: 6024.199219
	Iteration 87Q: 3 clusters Score -2.197553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 185943 members 
Entering Unmasked Estep 
Score: -21975528.000000 Penalty: 6024.199219
	Iteration 88Q: 3 clusters Score -2.197553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 185955 members 
Entering Unmasked Estep 
Score: -21975512.000000 Penalty: 6024.199219
	Iteration 89Q: 3 clusters Score -2.197551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 185961 members 
Entering Unmasked Estep 
Score: -21975500.000000 Penalty: 6024.199219
	Iteration 90Q: 3 clusters Score -2.19755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 185966 members 
Entering Unmasked Estep 
Score: -21975504.000000 Penalty: 6024.199219
	Iteration 91Q: 3 clusters Score -2.19755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 185972 members 
Entering Unmasked Estep 
Score: -21975522.000000 Penalty: 6024.199219
	Iteration 92Q: 3 clusters Score -2.197552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 185985 members 
Entering Unmasked Estep 
Score: -21975524.000000 Penalty: 6024.199219
	Iteration 93Q: 3 clusters Score -2.197552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 185993 members 
Entering Unmasked Estep 
Score: -21975524.000000 Penalty: 6024.199219
	Iteration 94Q: 3 clusters Score -2.197552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 186002 members 
Entering Unmasked Estep 
Score: -21975526.000000 Penalty: 6024.199219
	Iteration 95Q: 3 clusters Score -2.197553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 186009 members 
Entering Unmasked Estep 
Score: -21975530.000000 Penalty: 6024.199219
	Iteration 96Q: 3 clusters Score -2.197553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 186020 members 
Entering Unmasked Estep 
Score: -21975526.000000 Penalty: 6024.199219
	Iteration 97Q: 3 clusters Score -2.197553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 186031 members 
Entering Unmasked Estep 
Score: -21975560.000000 Penalty: 6024.199219
	Iteration 98Q: 3 clusters Score -2.197556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 186044 members 
Entering Unmasked Estep 
Score: -21975580.000000 Penalty: 6024.199219
	Iteration 99Q: 3 clusters Score -2.197558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 186057 members 
Entering Unmasked Estep 
Score: -21975578.000000 Penalty: 6024.199219
	Iteration 100F: 3 clusters Score -2.197558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 186066 members 
Entering Unmasked Estep 
Score: -21975554.000000 Penalty: 6024.199219
	Iteration 101Q: 3 clusters Score -2.197555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 186073 members 
Entering Unmasked Estep 
Score: -21975566.000000 Penalty: 6024.199219
	Iteration 102Q: 3 clusters Score -2.197557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 186077 members 
Entering Unmasked Estep 
Score: -21975568.000000 Penalty: 6024.199219
	Iteration 103Q: 3 clusters Score -2.197557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 186080 members 
Entering Unmasked Estep 
Score: -21975558.000000 Penalty: 6024.199219
	Iteration 104Q: 3 clusters Score -2.197556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 186087 members 
Entering Unmasked Estep 
Score: -21975562.000000 Penalty: 6024.199219
	Iteration 105Q: 3 clusters Score -2.197556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 186092 members 
Entering Unmasked Estep 
Score: -21975576.000000 Penalty: 6024.199219
	Iteration 106Q: 3 clusters Score -2.197558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 186096 members 
Entering Unmasked Estep 
Score: -21975582.000000 Penalty: 6024.199219
	Iteration 107Q: 3 clusters Score -2.197558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 186099 members 
Entering Unmasked Estep 
Score: -21975556.000000 Penalty: 6024.199219
	Iteration 108Q: 3 clusters Score -2.197556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 186105 members 
Entering Unmasked Estep 
Score: -21975558.000000 Penalty: 6024.199219
	Iteration 109Q: 3 clusters Score -2.197556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 186110 members 
Entering Unmasked Estep 
Score: -21975558.000000 Penalty: 6024.199219
	Iteration 110Q: 3 clusters Score -2.197556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 186117 members 
Entering Unmasked Estep 
Score: -21975576.000000 Penalty: 6024.199219
	Iteration 111Q: 3 clusters Score -2.197558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 186120 members 
Entering Unmasked Estep 
Score: -21975562.000000 Penalty: 6024.199219
	Iteration 112Q: 3 clusters Score -2.197556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 186121 members 
Entering Unmasked Estep 
Score: -21975574.000000 Penalty: 6024.199219
	Iteration 113Q: 3 clusters Score -2.197557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 186121 members 
Entering Unmasked Estep 
Score: -21975574.000000 Penalty: 6024.199219
	Iteration 114F: 3 clusters Score -2.197557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (186838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186838 members 
Entering Unmasked Estep 
Score: -22041676.000000 Penalty: 3010.223389
	Iteration 0F: 2 clusters Score -2.204168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -21919024.000000 Penalty: 6020.446777
	Iteration 0F: 3 clusters Score -2.191902e+07 nChanged 89583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -21971808.000000 Penalty: 6020.446777
	Iteration 1F: 3 clusters Score -2.197181e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91909 members 
Mstep: Class 2 contains 94929 members 
Entering Unmasked Estep 
Score: -21973538.000000 Penalty: 6020.446777
	Iteration 2Q: 3 clusters Score -2.197354e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91143 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -21975258.000000 Penalty: 6020.446777
	Iteration 3Q: 3 clusters Score -2.197526e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 96794 members 
Entering Unmasked Estep 
Score: -21977684.000000 Penalty: 6020.446777
	Iteration 4Q: 3 clusters Score -2.197768e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88524 members 
Mstep: Class 2 contains 98314 members 
Entering Unmasked Estep 
Score: -21980622.000000 Penalty: 6020.446777
	Iteration 5Q: 3 clusters Score -2.198062e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -21984586.000000 Penalty: 6020.446777
	Iteration 6Q: 3 clusters Score -2.198459e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -21989048.000000 Penalty: 6020.446777
	Iteration 7F: 3 clusters Score -2.198905e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 105822 members 
Entering Unmasked Estep 
Score: -21994162.000000 Penalty: 6020.446777
	Iteration 8F: 3 clusters Score -2.199416e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 108937 members 
Entering Unmasked Estep 
Score: -21999280.000000 Penalty: 6020.446777
	Iteration 9F: 3 clusters Score -2.199928e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 112253 members 
Entering Unmasked Estep 
Score: -22004452.000000 Penalty: 6020.446777
	Iteration 10Q: 3 clusters Score -2.200445e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 115381 members 
Entering Unmasked Estep 
Score: -22008866.000000 Penalty: 6020.446777
	Iteration 11Q: 3 clusters Score -2.200887e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 118373 members 
Entering Unmasked Estep 
Score: -22012068.000000 Penalty: 6020.446777
	Iteration 12Q: 3 clusters Score -2.201207e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 121308 members 
Entering Unmasked Estep 
Score: -22014024.000000 Penalty: 6020.446777
	Iteration 13Q: 3 clusters Score -2.201402e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 124258 members 
Entering Unmasked Estep 
Score: -22015202.000000 Penalty: 6020.446777
	Iteration 14Q: 3 clusters Score -2.20152e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 127269 members 
Entering Unmasked Estep 
Score: -22016250.000000 Penalty: 6020.446777
	Iteration 15Q: 3 clusters Score -2.201625e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 130356 members 
Entering Unmasked Estep 
Score: -22017392.000000 Penalty: 6020.446777
	Iteration 16Q: 3 clusters Score -2.201739e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 133567 members 
Entering Unmasked Estep 
Score: -22018556.000000 Penalty: 6020.446777
	Iteration 17Q: 3 clusters Score -2.201856e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 136912 members 
Entering Unmasked Estep 
Score: -22019708.000000 Penalty: 6020.446777
	Iteration 18Q: 3 clusters Score -2.201971e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 140417 members 
Entering Unmasked Estep 
Score: -22020922.000000 Penalty: 6020.446777
	Iteration 19Q: 3 clusters Score -2.202092e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 144011 members 
Entering Unmasked Estep 
Score: -22022292.000000 Penalty: 6020.446777
	Iteration 20F: 3 clusters Score -2.202229e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 147542 members 
Entering Unmasked Estep 
Score: -22023776.000000 Penalty: 6020.446777
	Iteration 21Q: 3 clusters Score -2.202378e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -22025388.000000 Penalty: 6020.446777
	Iteration 22Q: 3 clusters Score -2.202539e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 154486 members 
Entering Unmasked Estep 
Score: -22026732.000000 Penalty: 6020.446777
	Iteration 23Q: 3 clusters Score -2.202673e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 157846 members 
Entering Unmasked Estep 
Score: -22028250.000000 Penalty: 6020.446777
	Iteration 24Q: 3 clusters Score -2.202825e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -22029688.000000 Penalty: 6020.446777
	Iteration 25Q: 3 clusters Score -2.202969e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -22031152.000000 Penalty: 6020.446777
	Iteration 26Q: 3 clusters Score -2.203115e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 167262 members 
Entering Unmasked Estep 
Score: -22032808.000000 Penalty: 6020.446777
	Iteration 27Q: 3 clusters Score -2.203281e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 170069 members 
Entering Unmasked Estep 
Score: -22033942.000000 Penalty: 6020.446777
	Iteration 28Q: 3 clusters Score -2.203394e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 172590 members 
Entering Unmasked Estep 
Score: -22035084.000000 Penalty: 6020.446777
	Iteration 29Q: 3 clusters Score -2.203508e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 174835 members 
Entering Unmasked Estep 
Score: -22036066.000000 Penalty: 6020.446777
	Iteration 30Q: 3 clusters Score -2.203607e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 176773 members 
Entering Unmasked Estep 
Score: -22036948.000000 Penalty: 6020.446777
	Iteration 31Q: 3 clusters Score -2.203695e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 178377 members 
Entering Unmasked Estep 
Score: -22037726.000000 Penalty: 6020.446777
	Iteration 32Q: 3 clusters Score -2.203773e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 179682 members 
Entering Unmasked Estep 
Score: -22038226.000000 Penalty: 6020.446777
	Iteration 33Q: 3 clusters Score -2.203823e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 180774 members 
Entering Unmasked Estep 
Score: -22038650.000000 Penalty: 6020.446777
	Iteration 34Q: 3 clusters Score -2.203865e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 181639 members 
Entering Unmasked Estep 
Score: -22039162.000000 Penalty: 6020.446777
	Iteration 35Q: 3 clusters Score -2.203916e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 182330 members 
Entering Unmasked Estep 
Score: -22039548.000000 Penalty: 6020.446777
	Iteration 36Q: 3 clusters Score -2.203955e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 182822 members 
Entering Unmasked Estep 
Score: -22039754.000000 Penalty: 6020.446777
	Iteration 37Q: 3 clusters Score -2.203975e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -22039886.000000 Penalty: 6020.446777
	Iteration 38Q: 3 clusters Score -2.203989e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 183465 members 
Entering Unmasked Estep 
Score: -22039936.000000 Penalty: 6020.446777
	Iteration 39Q: 3 clusters Score -2.203994e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 183701 members 
Entering Unmasked Estep 
Score: -22039968.000000 Penalty: 6020.446777
	Iteration 40F: 3 clusters Score -2.203997e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 183897 members 
Entering Unmasked Estep 
Score: -22040016.000000 Penalty: 6020.446777
	Iteration 41Q: 3 clusters Score -2.204002e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 184059 members 
Entering Unmasked Estep 
Score: -22040070.000000 Penalty: 6020.446777
	Iteration 42Q: 3 clusters Score -2.204007e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 184198 members 
Entering Unmasked Estep 
Score: -22040138.000000 Penalty: 6020.446777
	Iteration 43Q: 3 clusters Score -2.204014e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 184300 members 
Entering Unmasked Estep 
Score: -22040188.000000 Penalty: 6020.446777
	Iteration 44Q: 3 clusters Score -2.204019e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 184369 members 
Entering Unmasked Estep 
Score: -22040186.000000 Penalty: 6020.446777
	Iteration 45Q: 3 clusters Score -2.204019e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 184431 members 
Entering Unmasked Estep 
Score: -22040204.000000 Penalty: 6020.446777
	Iteration 46Q: 3 clusters Score -2.20402e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 184481 members 
Entering Unmasked Estep 
Score: -22040212.000000 Penalty: 6020.446777
	Iteration 47Q: 3 clusters Score -2.204021e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 184541 members 
Entering Unmasked Estep 
Score: -22040202.000000 Penalty: 6020.446777
	Iteration 48Q: 3 clusters Score -2.20402e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 184586 members 
Entering Unmasked Estep 
Score: -22040192.000000 Penalty: 6020.446777
	Iteration 49Q: 3 clusters Score -2.204019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 184621 members 
Entering Unmasked Estep 
Score: -22040196.000000 Penalty: 6020.446777
	Iteration 50Q: 3 clusters Score -2.20402e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 184652 members 
Entering Unmasked Estep 
Score: -22040210.000000 Penalty: 6020.446777
	Iteration 51Q: 3 clusters Score -2.204021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 184667 members 
Entering Unmasked Estep 
Score: -22040168.000000 Penalty: 6020.446777
	Iteration 52Q: 3 clusters Score -2.204017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 184685 members 
Entering Unmasked Estep 
Score: -22040202.000000 Penalty: 6020.446777
	Iteration 53Q: 3 clusters Score -2.20402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 184698 members 
Entering Unmasked Estep 
Score: -22040216.000000 Penalty: 6020.446777
	Iteration 54Q: 3 clusters Score -2.204022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 184711 members 
Entering Unmasked Estep 
Score: -22040212.000000 Penalty: 6020.446777
	Iteration 55Q: 3 clusters Score -2.204021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 184728 members 
Entering Unmasked Estep 
Score: -22040220.000000 Penalty: 6020.446777
	Iteration 56Q: 3 clusters Score -2.204022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 184743 members 
Entering Unmasked Estep 
Score: -22040204.000000 Penalty: 6020.446777
	Iteration 57Q: 3 clusters Score -2.20402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 184753 members 
Entering Unmasked Estep 
Score: -22040190.000000 Penalty: 6020.446777
	Iteration 58Q: 3 clusters Score -2.204019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 184762 members 
Entering Unmasked Estep 
Score: -22040214.000000 Penalty: 6020.446777
	Iteration 59Q: 3 clusters Score -2.204021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 184767 members 
Entering Unmasked Estep 
Score: -22040220.000000 Penalty: 6020.446777
	Iteration 60F: 3 clusters Score -2.204022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 184770 members 
Entering Unmasked Estep 
Score: -22040206.000000 Penalty: 6020.446777
	Iteration 61Q: 3 clusters Score -2.204021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 184772 members 
Entering Unmasked Estep 
Score: -22040214.000000 Penalty: 6020.446777
	Iteration 62Q: 3 clusters Score -2.204021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 184775 members 
Entering Unmasked Estep 
Score: -22040220.000000 Penalty: 6020.446777
	Iteration 63Q: 3 clusters Score -2.204022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 184776 members 
Entering Unmasked Estep 
Score: -22040220.000000 Penalty: 6020.446777
	Iteration 64Q: 3 clusters Score -2.204022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 184780 members 
Entering Unmasked Estep 
Score: -22040208.000000 Penalty: 6020.446777
	Iteration 65Q: 3 clusters Score -2.204021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 184783 members 
Entering Unmasked Estep 
Score: -22040216.000000 Penalty: 6020.446777
	Iteration 66Q: 3 clusters Score -2.204022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 184785 members 
Entering Unmasked Estep 
Score: -22040218.000000 Penalty: 6020.446777
	Iteration 67Q: 3 clusters Score -2.204022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 184787 members 
Entering Unmasked Estep 
Score: -22040208.000000 Penalty: 6020.446777
	Iteration 68Q: 3 clusters Score -2.204021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 184789 members 
Entering Unmasked Estep 
Score: -22040226.000000 Penalty: 6020.446777
	Iteration 69Q: 3 clusters Score -2.204023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 184792 members 
Entering Unmasked Estep 
Score: -22040216.000000 Penalty: 6020.446777
	Iteration 70Q: 3 clusters Score -2.204022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 184796 members 
Entering Unmasked Estep 
Score: -22040214.000000 Penalty: 6020.446777
	Iteration 71Q: 3 clusters Score -2.204021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 184796 members 
Entering Unmasked Estep 
Score: -22040222.000000 Penalty: 6020.446777
	Iteration 72Q: 3 clusters Score -2.204022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 184796 members 
Entering Unmasked Estep 
Score: -22040222.000000 Penalty: 6020.446777
	Iteration 73F: 3 clusters Score -2.204022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -32412.824219 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -32412.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31260.435547 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -31260.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31394.070312 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -31394.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31430.619141 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -31430.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31472.412109 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -31472.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31492.060547 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -31492.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31510.988281 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -31510.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31533.164062 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -31533.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -31540.220703 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -31540.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -31550.052734 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -31550.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31554.519531 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -31554.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31562.929688 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -31562.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -31573.501953 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -31573.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31584.513672 Penalty: 2862.634766
	Iteration 12Q: 3 clusters Score -31584.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -31593.554688 Penalty: 2862.634766
	Iteration 13Q: 3 clusters Score -31593.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -31613.861328 Penalty: 2862.634766
	Iteration 14Q: 3 clusters Score -31613.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -31622.718750 Penalty: 2862.634766
	Iteration 15Q: 3 clusters Score -31622.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -31626.076172 Penalty: 2862.634766
	Iteration 16Q: 3 clusters Score -31626.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -31626.076172 Penalty: 2862.634766
	Iteration 17F: 3 clusters Score -31626.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -388536.562500 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -388536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -385509.750000 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -385509.8 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -386374.250000 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -386374.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -386939.656250 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -386939.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -387426.343750 Penalty: 3924.924805
	Iteration 3F: 3 clusters Score -387426.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -387735.656250 Penalty: 3924.924805
	Iteration 4F: 3 clusters Score -387735.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -387917.468750 Penalty: 3924.924805
	Iteration 5Q: 3 clusters Score -387917.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -388066.625000 Penalty: 3924.924805
	Iteration 6Q: 3 clusters Score -388066.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -388207.531250 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -388207.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -388287.562500 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -388287.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -388373.125000 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -388373.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -388456.031250 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -388456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -388548.656250 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -388548.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -388603.718750 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -388603.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -388648.531250 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -388648.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -388690.906250 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -388690.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -388781.468750 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -388781.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -388904.437500 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -388904.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -388968.968750 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -388969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -388979.750000 Penalty: 3924.924805
	Iteration 18Q: 3 clusters Score -388979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -388983.375000 Penalty: 3924.924805
	Iteration 19Q: 3 clusters Score -388983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -388985.625000 Penalty: 3924.924805
	Iteration 20F: 3 clusters Score -388985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -388987.687500 Penalty: 3924.924805
	Iteration 21Q: 3 clusters Score -388987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -388988.906250 Penalty: 3924.924805
	Iteration 22Q: 3 clusters Score -388988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -388990.031250 Penalty: 3924.924805
	Iteration 23Q: 3 clusters Score -388990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -388991.312500 Penalty: 3924.924805
	Iteration 24Q: 3 clusters Score -388991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -388993.125000 Penalty: 3924.924805
	Iteration 25Q: 3 clusters Score -388993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -388994.875000 Penalty: 3924.924805
	Iteration 26Q: 3 clusters Score -388994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -388994.906250 Penalty: 3924.924805
	Iteration 27Q: 3 clusters Score -388994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -388995.406250 Penalty: 3924.924805
	Iteration 28Q: 3 clusters Score -388995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -388995.406250 Penalty: 3924.924805
	Iteration 29F: 3 clusters Score -388995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18045 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188257 members 
Mstep: Class 13 contains 186838 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43239 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 1205 members 
Entering Unmasked Estep 
Score: -133760840.000000 Penalty: 260018.453125
Splitting cluster 15 changes total score from -133761704.000000 to -133760840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -222073.984375 Penalty: 1871.649658
	Iteration 0F: 2 clusters Score -222074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219475.140625 Penalty: 3743.299316
	Iteration 0F: 3 clusters Score -219475.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -219950.828125 Penalty: 3743.299316
	Iteration 1F: 3 clusters Score -219950.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -220097.453125 Penalty: 3743.299316
	Iteration 2F: 3 clusters Score -220097.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -220182.703125 Penalty: 3743.299316
	Iteration 3F: 3 clusters Score -220182.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -220235.781250 Penalty: 3743.299316
	Iteration 4Q: 3 clusters Score -220235.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -220264.765625 Penalty: 3743.299316
	Iteration 5Q: 3 clusters Score -220264.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -220288.796875 Penalty: 3743.299316
	Iteration 6Q: 3 clusters Score -220288.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -220305.390625 Penalty: 3743.299316
	Iteration 7Q: 3 clusters Score -220305.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -220317.468750 Penalty: 3743.299316
	Iteration 8Q: 3 clusters Score -220317.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -220329.703125 Penalty: 3743.299316
	Iteration 9Q: 3 clusters Score -220329.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -220341.953125 Penalty: 3743.299316
	Iteration 10Q: 3 clusters Score -220342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220344.859375 Penalty: 3743.299316
	Iteration 11Q: 3 clusters Score -220344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220345.937500 Penalty: 3743.299316
	Iteration 12Q: 3 clusters Score -220345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -220346.312500 Penalty: 3743.299316
	Iteration 13Q: 3 clusters Score -220346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -220347.156250 Penalty: 3743.299316
	Iteration 14Q: 3 clusters Score -220347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -220347.562500 Penalty: 3743.299316
	Iteration 15Q: 3 clusters Score -220347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -220348.640625 Penalty: 3743.299316
	Iteration 16Q: 3 clusters Score -220348.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -220348.640625 Penalty: 3743.299316
	Iteration 17F: 3 clusters Score -220348.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -317223.406250 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -317223.4 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 1346 members 
Entering Unmasked Estep 
Score: -314120.937500 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -314120.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -314704.687500 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -314704.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -314847.937500 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -314847.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -314918.593750 Penalty: 3915.211670
	Iteration 3Q: 3 clusters Score -314918.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -314967.562500 Penalty: 3915.211670
	Iteration 4Q: 3 clusters Score -314967.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -314999.250000 Penalty: 3915.211670
	Iteration 5Q: 3 clusters Score -314999.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -315020.187500 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -315020.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -315038.000000 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -315038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -315052.656250 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -315052.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -315061.531250 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -315061.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -315070.937500 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -315070.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -315078.687500 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -315078.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -315087.687500 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -315087.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -315101.437500 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -315101.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -315115.125000 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -315115.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -315131.093750 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -315131.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -315144.750000 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -315144.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -315158.812500 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -315158.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -315169.000000 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -315169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -315184.156250 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -315184.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -315205.781250 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -315205.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -315224.156250 Penalty: 3915.211670
	Iteration 21Q: 3 clusters Score -315224.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -315236.500000 Penalty: 3915.211670
	Iteration 22Q: 3 clusters Score -315236.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -315252.375000 Penalty: 3915.211670
	Iteration 23Q: 3 clusters Score -315252.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -315267.500000 Penalty: 3915.211670
	Iteration 24Q: 3 clusters Score -315267.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -315282.343750 Penalty: 3915.211670
	Iteration 25Q: 3 clusters Score -315282.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -315302.437500 Penalty: 3915.211670
	Iteration 26Q: 3 clusters Score -315302.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -315324.500000 Penalty: 3915.211670
	Iteration 27Q: 3 clusters Score -315324.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -315340.187500 Penalty: 3915.211670
	Iteration 28Q: 3 clusters Score -315340.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -315355.250000 Penalty: 3915.211670
	Iteration 29Q: 3 clusters Score -315355.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -315366.687500 Penalty: 3915.211670
	Iteration 30Q: 3 clusters Score -315366.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -315381.437500 Penalty: 3915.211670
	Iteration 31Q: 3 clusters Score -315381.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -315400.687500 Penalty: 3915.211670
	Iteration 32Q: 3 clusters Score -315400.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -315425.156250 Penalty: 3915.211670
	Iteration 33Q: 3 clusters Score -315425.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -315451.000000 Penalty: 3915.211670
	Iteration 34Q: 3 clusters Score -315451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -315476.312500 Penalty: 3915.211670
	Iteration 35Q: 3 clusters Score -315476.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -315501.656250 Penalty: 3915.211670
	Iteration 36Q: 3 clusters Score -315501.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -315530.250000 Penalty: 3915.211670
	Iteration 37Q: 3 clusters Score -315530.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -315561.968750 Penalty: 3915.211670
	Iteration 38Q: 3 clusters Score -315562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -315602.125000 Penalty: 3915.211670
	Iteration 39Q: 3 clusters Score -315602.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -315654.593750 Penalty: 3915.211670
	Iteration 40F: 3 clusters Score -315654.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -315712.156250 Penalty: 3915.211670
	Iteration 41Q: 3 clusters Score -315712.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -315752.093750 Penalty: 3915.211670
	Iteration 42Q: 3 clusters Score -315752.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -315795.125000 Penalty: 3915.211670
	Iteration 43Q: 3 clusters Score -315795.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -315835.437500 Penalty: 3915.211670
	Iteration 44Q: 3 clusters Score -315835.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -315874.031250 Penalty: 3915.211670
	Iteration 45Q: 3 clusters Score -315874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -315901.125000 Penalty: 3915.211670
	Iteration 46Q: 3 clusters Score -315901.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -315925.843750 Penalty: 3915.211670
	Iteration 47Q: 3 clusters Score -315925.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -315943.843750 Penalty: 3915.211670
	Iteration 48Q: 3 clusters Score -315943.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -315961.000000 Penalty: 3915.211670
	Iteration 49Q: 3 clusters Score -315961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -315978.375000 Penalty: 3915.211670
	Iteration 50Q: 3 clusters Score -315978.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -315989.031250 Penalty: 3915.211670
	Iteration 51Q: 3 clusters Score -315989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -315993.468750 Penalty: 3915.211670
	Iteration 52Q: 3 clusters Score -315993.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -315997.875000 Penalty: 3915.211670
	Iteration 53Q: 3 clusters Score -315997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -316002.000000 Penalty: 3915.211670
	Iteration 54Q: 3 clusters Score -316002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -316003.250000 Penalty: 3915.211670
	Iteration 55Q: 3 clusters Score -316003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -316003.906250 Penalty: 3915.211670
	Iteration 56Q: 3 clusters Score -316003.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -316004.781250 Penalty: 3915.211670
	Iteration 57Q: 3 clusters Score -316004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -316005.375000 Penalty: 3915.211670
	Iteration 58Q: 3 clusters Score -316005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -316005.093750 Penalty: 3915.211670
	Iteration 59Q: 3 clusters Score -316005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -316005.093750 Penalty: 3915.211670
	Iteration 60F: 3 clusters Score -316005.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Entering Unmasked Estep 
Score: -636654.812500 Penalty: 2129.922363
	Iteration 0F: 2 clusters Score -636654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -631940.500000 Penalty: 4259.844727
	Iteration 0F: 3 clusters Score -631940.5 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -633110.625000 Penalty: 4259.844727
	Iteration 1F: 3 clusters Score -633110.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -633367.687500 Penalty: 4259.844727
	Iteration 2F: 3 clusters Score -633367.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -633551.437500 Penalty: 4259.844727
	Iteration 3F: 3 clusters Score -633551.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -633689.375000 Penalty: 4259.844727
	Iteration 4Q: 3 clusters Score -633689.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -633778.437500 Penalty: 4259.844727
	Iteration 5Q: 3 clusters Score -633778.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -633862.375000 Penalty: 4259.844727
	Iteration 6Q: 3 clusters Score -633862.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -633936.625000 Penalty: 4259.844727
	Iteration 7Q: 3 clusters Score -633936.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -634009.250000 Penalty: 4259.844727
	Iteration 8Q: 3 clusters Score -634009.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -634075.875000 Penalty: 4259.844727
	Iteration 9Q: 3 clusters Score -634075.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -634139.937500 Penalty: 4259.844727
	Iteration 10Q: 3 clusters Score -634139.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -634195.750000 Penalty: 4259.844727
	Iteration 11Q: 3 clusters Score -634195.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -634260.062500 Penalty: 4259.844727
	Iteration 12Q: 3 clusters Score -634260.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -634313.125000 Penalty: 4259.844727
	Iteration 13Q: 3 clusters Score -634313.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -634371.875000 Penalty: 4259.844727
	Iteration 14Q: 3 clusters Score -634371.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -634426.562500 Penalty: 4259.844727
	Iteration 15Q: 3 clusters Score -634426.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -634483.812500 Penalty: 4259.844727
	Iteration 16Q: 3 clusters Score -634483.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -634551.437500 Penalty: 4259.844727
	Iteration 17Q: 3 clusters Score -634551.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -634633.875000 Penalty: 4259.844727
	Iteration 18Q: 3 clusters Score -634633.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -634723.187500 Penalty: 4259.844727
	Iteration 19Q: 3 clusters Score -634723.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -634802.812500 Penalty: 4259.844727
	Iteration 20F: 3 clusters Score -634802.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -634858.125000 Penalty: 4259.844727
	Iteration 21Q: 3 clusters Score -634858.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -634900.812500 Penalty: 4259.844727
	Iteration 22Q: 3 clusters Score -634900.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -634946.125000 Penalty: 4259.844727
	Iteration 23Q: 3 clusters Score -634946.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -634988.187500 Penalty: 4259.844727
	Iteration 24Q: 3 clusters Score -634988.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -635034.125000 Penalty: 4259.844727
	Iteration 25Q: 3 clusters Score -635034.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -635087.875000 Penalty: 4259.844727
	Iteration 26Q: 3 clusters Score -635087.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -635141.687500 Penalty: 4259.844727
	Iteration 27Q: 3 clusters Score -635141.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -635189.937500 Penalty: 4259.844727
	Iteration 28Q: 3 clusters Score -635189.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -635227.687500 Penalty: 4259.844727
	Iteration 29Q: 3 clusters Score -635227.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -635257.375000 Penalty: 4259.844727
	Iteration 30Q: 3 clusters Score -635257.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -635281.937500 Penalty: 4259.844727
	Iteration 31Q: 3 clusters Score -635281.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -635303.437500 Penalty: 4259.844727
	Iteration 32Q: 3 clusters Score -635303.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -635322.250000 Penalty: 4259.844727
	Iteration 33Q: 3 clusters Score -635322.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -635339.125000 Penalty: 4259.844727
	Iteration 34Q: 3 clusters Score -635339.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -635356.875000 Penalty: 4259.844727
	Iteration 35Q: 3 clusters Score -635356.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -635376.687500 Penalty: 4259.844727
	Iteration 36Q: 3 clusters Score -635376.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -635389.125000 Penalty: 4259.844727
	Iteration 37Q: 3 clusters Score -635389.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -635400.562500 Penalty: 4259.844727
	Iteration 38Q: 3 clusters Score -635400.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -635412.250000 Penalty: 4259.844727
	Iteration 39Q: 3 clusters Score -635412.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -635426.187500 Penalty: 4259.844727
	Iteration 40F: 3 clusters Score -635426.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -635437.937500 Penalty: 4259.844727
	Iteration 41Q: 3 clusters Score -635437.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -635447.562500 Penalty: 4259.844727
	Iteration 42Q: 3 clusters Score -635447.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -635455.125000 Penalty: 4259.844727
	Iteration 43Q: 3 clusters Score -635455.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -635461.437500 Penalty: 4259.844727
	Iteration 44Q: 3 clusters Score -635461.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -635469.937500 Penalty: 4259.844727
	Iteration 45Q: 3 clusters Score -635469.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -635478.187500 Penalty: 4259.844727
	Iteration 46Q: 3 clusters Score -635478.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -635482.437500 Penalty: 4259.844727
	Iteration 47Q: 3 clusters Score -635482.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -635487.937500 Penalty: 4259.844727
	Iteration 48Q: 3 clusters Score -635487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -635488.375000 Penalty: 4259.844727
	Iteration 49Q: 3 clusters Score -635488.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -635491.125000 Penalty: 4259.844727
	Iteration 50Q: 3 clusters Score -635491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -635493.750000 Penalty: 4259.844727
	Iteration 51Q: 3 clusters Score -635493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -635498.750000 Penalty: 4259.844727
	Iteration 52Q: 3 clusters Score -635498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -635500.812500 Penalty: 4259.844727
	Iteration 53Q: 3 clusters Score -635500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -635504.375000 Penalty: 4259.844727
	Iteration 54Q: 3 clusters Score -635504.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -635511.062500 Penalty: 4259.844727
	Iteration 55Q: 3 clusters Score -635511.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -635520.750000 Penalty: 4259.844727
	Iteration 56Q: 3 clusters Score -635520.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -635527.250000 Penalty: 4259.844727
	Iteration 57Q: 3 clusters Score -635527.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -635534.875000 Penalty: 4259.844727
	Iteration 58Q: 3 clusters Score -635534.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -635541.437500 Penalty: 4259.844727
	Iteration 59Q: 3 clusters Score -635541.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -635545.250000 Penalty: 4259.844727
	Iteration 60F: 3 clusters Score -635545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -635548.187500 Penalty: 4259.844727
	Iteration 61Q: 3 clusters Score -635548.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -635551.500000 Penalty: 4259.844727
	Iteration 62Q: 3 clusters Score -635551.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -635562.687500 Penalty: 4259.844727
	Iteration 63Q: 3 clusters Score -635562.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -635571.062500 Penalty: 4259.844727
	Iteration 64Q: 3 clusters Score -635571.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -635581.187500 Penalty: 4259.844727
	Iteration 65Q: 3 clusters Score -635581.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -635594.000000 Penalty: 4259.844727
	Iteration 66Q: 3 clusters Score -635594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -635605.187500 Penalty: 4259.844727
	Iteration 67Q: 3 clusters Score -635605.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -635613.062500 Penalty: 4259.844727
	Iteration 68Q: 3 clusters Score -635613.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -635621.437500 Penalty: 4259.844727
	Iteration 69Q: 3 clusters Score -635621.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -635628.937500 Penalty: 4259.844727
	Iteration 70Q: 3 clusters Score -635628.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -635633.812500 Penalty: 4259.844727
	Iteration 71Q: 3 clusters Score -635633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -635637.062500 Penalty: 4259.844727
	Iteration 72Q: 3 clusters Score -635637.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -635639.500000 Penalty: 4259.844727
	Iteration 73Q: 3 clusters Score -635639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -635640.187500 Penalty: 4259.844727
	Iteration 74Q: 3 clusters Score -635640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -635641.312500 Penalty: 4259.844727
	Iteration 75Q: 3 clusters Score -635641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -635642.062500 Penalty: 4259.844727
	Iteration 76Q: 3 clusters Score -635642.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -635642.875000 Penalty: 4259.844727
	Iteration 77Q: 3 clusters Score -635642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -635644.625000 Penalty: 4259.844727
	Iteration 78Q: 3 clusters Score -635644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -635646.812500 Penalty: 4259.844727
	Iteration 79Q: 3 clusters Score -635646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -635646.500000 Penalty: 4259.844727
	Iteration 80F: 3 clusters Score -635646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -635647.562500 Penalty: 4259.844727
	Iteration 81Q: 3 clusters Score -635647.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -635647.562500 Penalty: 4259.844727
	Iteration 82F: 3 clusters Score -635647.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Entering Unmasked Estep 
Score: -733787.187500 Penalty: 2162.916992
	Iteration 0F: 2 clusters Score -733787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -728546.750000 Penalty: 4325.833984
	Iteration 0F: 3 clusters Score -728546.8 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -729837.250000 Penalty: 4325.833984
	Iteration 1F: 3 clusters Score -729837.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -730074.875000 Penalty: 4325.833984
	Iteration 2F: 3 clusters Score -730074.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -730213.187500 Penalty: 4325.833984
	Iteration 3Q: 3 clusters Score -730213.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -730321.562500 Penalty: 4325.833984
	Iteration 4Q: 3 clusters Score -730321.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -730437.625000 Penalty: 4325.833984
	Iteration 5Q: 3 clusters Score -730437.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -730556.750000 Penalty: 4325.833984
	Iteration 6Q: 3 clusters Score -730556.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -730665.625000 Penalty: 4325.833984
	Iteration 7Q: 3 clusters Score -730665.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -730752.312500 Penalty: 4325.833984
	Iteration 8Q: 3 clusters Score -730752.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -730841.750000 Penalty: 4325.833984
	Iteration 9Q: 3 clusters Score -730841.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -730944.125000 Penalty: 4325.833984
	Iteration 10Q: 3 clusters Score -730944.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -731051.000000 Penalty: 4325.833984
	Iteration 11Q: 3 clusters Score -731051 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -731151.750000 Penalty: 4325.833984
	Iteration 12Q: 3 clusters Score -731151.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -731248.875000 Penalty: 4325.833984
	Iteration 13Q: 3 clusters Score -731248.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -731355.437500 Penalty: 4325.833984
	Iteration 14Q: 3 clusters Score -731355.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -731454.625000 Penalty: 4325.833984
	Iteration 15Q: 3 clusters Score -731454.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -731564.187500 Penalty: 4325.833984
	Iteration 16Q: 3 clusters Score -731564.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -731650.812500 Penalty: 4325.833984
	Iteration 17Q: 3 clusters Score -731650.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -731731.437500 Penalty: 4325.833984
	Iteration 18Q: 3 clusters Score -731731.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -731795.812500 Penalty: 4325.833984
	Iteration 19Q: 3 clusters Score -731795.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -731846.062500 Penalty: 4325.833984
	Iteration 20F: 3 clusters Score -731846.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -731881.875000 Penalty: 4325.833984
	Iteration 21Q: 3 clusters Score -731881.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -731899.875000 Penalty: 4325.833984
	Iteration 22Q: 3 clusters Score -731899.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -731915.812500 Penalty: 4325.833984
	Iteration 23Q: 3 clusters Score -731915.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -731927.500000 Penalty: 4325.833984
	Iteration 24Q: 3 clusters Score -731927.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -731937.437500 Penalty: 4325.833984
	Iteration 25Q: 3 clusters Score -731937.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -731946.187500 Penalty: 4325.833984
	Iteration 26Q: 3 clusters Score -731946.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -731954.937500 Penalty: 4325.833984
	Iteration 27Q: 3 clusters Score -731954.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -731958.750000 Penalty: 4325.833984
	Iteration 28Q: 3 clusters Score -731958.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -731962.687500 Penalty: 4325.833984
	Iteration 29Q: 3 clusters Score -731962.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -731968.000000 Penalty: 4325.833984
	Iteration 30Q: 3 clusters Score -731968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -731970.312500 Penalty: 4325.833984
	Iteration 31Q: 3 clusters Score -731970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -731972.375000 Penalty: 4325.833984
	Iteration 32Q: 3 clusters Score -731972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -731973.937500 Penalty: 4325.833984
	Iteration 33Q: 3 clusters Score -731973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -731973.937500 Penalty: 4325.833984
	Iteration 34F: 3 clusters Score -731973.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Entering Unmasked Estep 
Score: -1799736.000000 Penalty: 2416.982422
	Iteration 0F: 2 clusters Score -1799736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1787602.750000 Penalty: 4833.964844
	Iteration 0F: 3 clusters Score -1787603 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1791867.750000 Penalty: 4833.964844
	Iteration 1F: 3 clusters Score -1791868 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1792501.375000 Penalty: 4833.964844
	Iteration 2F: 3 clusters Score -1792501 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1793204.000000 Penalty: 4833.964844
	Iteration 3F: 3 clusters Score -1793204 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1793953.125000 Penalty: 4833.964844
	Iteration 4F: 3 clusters Score -1793953 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1794736.625000 Penalty: 4833.964844
	Iteration 5F: 3 clusters Score -1794737 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1795508.000000 Penalty: 4833.964844
	Iteration 6F: 3 clusters Score -1795508 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1796193.375000 Penalty: 4833.964844
	Iteration 7F: 3 clusters Score -1796193 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1796706.500000 Penalty: 4833.964844
	Iteration 8Q: 3 clusters Score -1796706 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1797108.750000 Penalty: 4833.964844
	Iteration 9Q: 3 clusters Score -1797109 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1797430.375000 Penalty: 4833.964844
	Iteration 10Q: 3 clusters Score -1797430 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1797690.125000 Penalty: 4833.964844
	Iteration 11Q: 3 clusters Score -1797690 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1797892.750000 Penalty: 4833.964844
	Iteration 12Q: 3 clusters Score -1797893 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1798029.125000 Penalty: 4833.964844
	Iteration 13Q: 3 clusters Score -1798029 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1798104.500000 Penalty: 4833.964844
	Iteration 14Q: 3 clusters Score -1798104 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1798170.125000 Penalty: 4833.964844
	Iteration 15Q: 3 clusters Score -1798170 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1798210.125000 Penalty: 4833.964844
	Iteration 16Q: 3 clusters Score -1798210 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1798254.875000 Penalty: 4833.964844
	Iteration 17Q: 3 clusters Score -1798255 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1798287.250000 Penalty: 4833.964844
	Iteration 18Q: 3 clusters Score -1798287 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1798311.625000 Penalty: 4833.964844
	Iteration 19Q: 3 clusters Score -1798312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1798334.625000 Penalty: 4833.964844
	Iteration 20F: 3 clusters Score -1798335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1798358.375000 Penalty: 4833.964844
	Iteration 21Q: 3 clusters Score -1798358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1798385.125000 Penalty: 4833.964844
	Iteration 22Q: 3 clusters Score -1798385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1798400.625000 Penalty: 4833.964844
	Iteration 23Q: 3 clusters Score -1798401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1798426.750000 Penalty: 4833.964844
	Iteration 24Q: 3 clusters Score -1798427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1798454.500000 Penalty: 4833.964844
	Iteration 25Q: 3 clusters Score -1798454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1798464.875000 Penalty: 4833.964844
	Iteration 26Q: 3 clusters Score -1798465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1798489.875000 Penalty: 4833.964844
	Iteration 27Q: 3 clusters Score -1798490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1798511.375000 Penalty: 4833.964844
	Iteration 28Q: 3 clusters Score -1798511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1798521.500000 Penalty: 4833.964844
	Iteration 29Q: 3 clusters Score -1798522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1798530.375000 Penalty: 4833.964844
	Iteration 30Q: 3 clusters Score -1798530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1798533.375000 Penalty: 4833.964844
	Iteration 31Q: 3 clusters Score -1798533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1798543.625000 Penalty: 4833.964844
	Iteration 32Q: 3 clusters Score -1798544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1798546.750000 Penalty: 4833.964844
	Iteration 33Q: 3 clusters Score -1798547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1798552.125000 Penalty: 4833.964844
	Iteration 34Q: 3 clusters Score -1798552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1798548.125000 Penalty: 4833.964844
	Iteration 35Q: 3 clusters Score -1798548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1798549.625000 Penalty: 4833.964844
	Iteration 36Q: 3 clusters Score -1798550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1798552.125000 Penalty: 4833.964844
	Iteration 37Q: 3 clusters Score -1798552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1798550.125000 Penalty: 4833.964844
	Iteration 38Q: 3 clusters Score -1798550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1798551.750000 Penalty: 4833.964844
	Iteration 39Q: 3 clusters Score -1798552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1798554.875000 Penalty: 4833.964844
	Iteration 40F: 3 clusters Score -1798555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1798554.875000 Penalty: 4833.964844
	Iteration 41Q: 3 clusters Score -1798555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1798557.625000 Penalty: 4833.964844
	Iteration 42Q: 3 clusters Score -1798558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1798557.875000 Penalty: 4833.964844
	Iteration 43Q: 3 clusters Score -1798558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1798557.875000 Penalty: 4833.964844
	Iteration 44F: 3 clusters Score -1798558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Entering Unmasked Estep 
Score: -1567704.000000 Penalty: 2354.907227
	Iteration 0F: 2 clusters Score -1567704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1557875.375000 Penalty: 4709.814453
	Iteration 0F: 3 clusters Score -1557875 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1560954.000000 Penalty: 4709.814453
	Iteration 1F: 3 clusters Score -1560954 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1561465.875000 Penalty: 4709.814453
	Iteration 2F: 3 clusters Score -1561466 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1562102.250000 Penalty: 4709.814453
	Iteration 3F: 3 clusters Score -1562102 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1562929.625000 Penalty: 4709.814453
	Iteration 4F: 3 clusters Score -1562930 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1563664.000000 Penalty: 4709.814453
	Iteration 5F: 3 clusters Score -1563664 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1564299.750000 Penalty: 4709.814453
	Iteration 6F: 3 clusters Score -1564300 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1564801.625000 Penalty: 4709.814453
	Iteration 7F: 3 clusters Score -1564802 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1565230.875000 Penalty: 4709.814453
	Iteration 8Q: 3 clusters Score -1565231 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1565621.375000 Penalty: 4709.814453
	Iteration 9Q: 3 clusters Score -1565621 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1565966.500000 Penalty: 4709.814453
	Iteration 10Q: 3 clusters Score -1565966 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1566305.750000 Penalty: 4709.814453
	Iteration 11Q: 3 clusters Score -1566306 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1566607.500000 Penalty: 4709.814453
	Iteration 12Q: 3 clusters Score -1566608 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1566821.000000 Penalty: 4709.814453
	Iteration 13Q: 3 clusters Score -1566821 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1566961.375000 Penalty: 4709.814453
	Iteration 14Q: 3 clusters Score -1566961 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1567054.000000 Penalty: 4709.814453
	Iteration 15Q: 3 clusters Score -1567054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1567115.500000 Penalty: 4709.814453
	Iteration 16Q: 3 clusters Score -1567116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1567147.250000 Penalty: 4709.814453
	Iteration 17Q: 3 clusters Score -1567147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1567167.375000 Penalty: 4709.814453
	Iteration 18Q: 3 clusters Score -1567167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1567186.750000 Penalty: 4709.814453
	Iteration 19Q: 3 clusters Score -1567187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1567198.625000 Penalty: 4709.814453
	Iteration 20F: 3 clusters Score -1567199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1567202.375000 Penalty: 4709.814453
	Iteration 21Q: 3 clusters Score -1567202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1567209.875000 Penalty: 4709.814453
	Iteration 22Q: 3 clusters Score -1567210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1567208.375000 Penalty: 4709.814453
	Iteration 23Q: 3 clusters Score -1567208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1567214.125000 Penalty: 4709.814453
	Iteration 24Q: 3 clusters Score -1567214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1567213.250000 Penalty: 4709.814453
	Iteration 25Q: 3 clusters Score -1567213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1567216.750000 Penalty: 4709.814453
	Iteration 26Q: 3 clusters Score -1567217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1567218.375000 Penalty: 4709.814453
	Iteration 27Q: 3 clusters Score -1567218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1567218.375000 Penalty: 4709.814453
	Iteration 28F: 3 clusters Score -1567218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -96269.210938 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -96269.21 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 347 members 
Entering Unmasked Estep 
Score: -94626.484375 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -94626.48 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95033.953125 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -95033.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95238.351562 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -95238.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95397.179688 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -95397.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95534.265625 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -95534.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95599.289062 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -95599.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95673.148438 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -95673.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95705.750000 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -95705.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95729.375000 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -95729.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95748.859375 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -95748.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95762.093750 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -95762.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95783.382812 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -95783.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95796.820312 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -95796.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95810.937500 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -95810.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95816.789062 Penalty: 3257.069580
	Iteration 14Q: 3 clusters Score -95816.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95824.929688 Penalty: 3257.069580
	Iteration 15Q: 3 clusters Score -95824.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95826.601562 Penalty: 3257.069580
	Iteration 16Q: 3 clusters Score -95826.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95826.601562 Penalty: 3257.069580
	Iteration 17F: 3 clusters Score -95826.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Entering Unmasked Estep 
Score: -5074611.000000 Penalty: 2647.275635
	Iteration 0F: 2 clusters Score -5074611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -5045250.000000 Penalty: 5294.551270
	Iteration 0F: 3 clusters Score -5045250 nChanged 19937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -5056274.000000 Penalty: 5294.551270
	Iteration 1F: 3 clusters Score -5056274 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5056791.500000 Penalty: 5294.551270
	Iteration 2Q: 3 clusters Score -5056792 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -5057307.000000 Penalty: 5294.551270
	Iteration 3Q: 3 clusters Score -5057307 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -5057963.000000 Penalty: 5294.551270
	Iteration 4Q: 3 clusters Score -5057963 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -5058785.500000 Penalty: 5294.551270
	Iteration 5Q: 3 clusters Score -5058786 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5059901.500000 Penalty: 5294.551270
	Iteration 6Q: 3 clusters Score -5059902 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5061482.000000 Penalty: 5294.551270
	Iteration 7F: 3 clusters Score -5061482 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -5063545.500000 Penalty: 5294.551270
	Iteration 8F: 3 clusters Score -5063546 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -5065762.000000 Penalty: 5294.551270
	Iteration 9F: 3 clusters Score -5065762 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -5067895.500000 Penalty: 5294.551270
	Iteration 10F: 3 clusters Score -5067896 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -5069418.500000 Penalty: 5294.551270
	Iteration 11Q: 3 clusters Score -5069418 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -5070385.000000 Penalty: 5294.551270
	Iteration 12Q: 3 clusters Score -5070385 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5071041.500000 Penalty: 5294.551270
	Iteration 13Q: 3 clusters Score -5071042 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -5071441.000000 Penalty: 5294.551270
	Iteration 14Q: 3 clusters Score -5071441 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5071708.000000 Penalty: 5294.551270
	Iteration 15Q: 3 clusters Score -5071708 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -5071895.500000 Penalty: 5294.551270
	Iteration 16Q: 3 clusters Score -5071896 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5072009.000000 Penalty: 5294.551270
	Iteration 17Q: 3 clusters Score -5072009 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5072127.500000 Penalty: 5294.551270
	Iteration 18Q: 3 clusters Score -5072128 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5072211.000000 Penalty: 5294.551270
	Iteration 19Q: 3 clusters Score -5072211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -5072267.500000 Penalty: 5294.551270
	Iteration 20F: 3 clusters Score -5072268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -5072329.500000 Penalty: 5294.551270
	Iteration 21Q: 3 clusters Score -5072330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5072380.000000 Penalty: 5294.551270
	Iteration 22Q: 3 clusters Score -5072380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5072417.000000 Penalty: 5294.551270
	Iteration 23Q: 3 clusters Score -5072417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5072452.000000 Penalty: 5294.551270
	Iteration 24Q: 3 clusters Score -5072452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -5072500.500000 Penalty: 5294.551270
	Iteration 25Q: 3 clusters Score -5072500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -5072524.500000 Penalty: 5294.551270
	Iteration 26Q: 3 clusters Score -5072524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -5072532.500000 Penalty: 5294.551270
	Iteration 27Q: 3 clusters Score -5072532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -5072540.500000 Penalty: 5294.551270
	Iteration 28Q: 3 clusters Score -5072540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5072556.500000 Penalty: 5294.551270
	Iteration 29Q: 3 clusters Score -5072556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -5072561.000000 Penalty: 5294.551270
	Iteration 30Q: 3 clusters Score -5072561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -5072569.500000 Penalty: 5294.551270
	Iteration 31Q: 3 clusters Score -5072570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -5072577.000000 Penalty: 5294.551270
	Iteration 32Q: 3 clusters Score -5072577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -5072590.000000 Penalty: 5294.551270
	Iteration 33Q: 3 clusters Score -5072590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -5072606.000000 Penalty: 5294.551270
	Iteration 34Q: 3 clusters Score -5072606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -5072621.000000 Penalty: 5294.551270
	Iteration 35Q: 3 clusters Score -5072621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -5072627.500000 Penalty: 5294.551270
	Iteration 36Q: 3 clusters Score -5072628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -5072631.000000 Penalty: 5294.551270
	Iteration 37Q: 3 clusters Score -5072631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -5072628.000000 Penalty: 5294.551270
	Iteration 38Q: 3 clusters Score -5072628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -5072624.500000 Penalty: 5294.551270
	Iteration 39Q: 3 clusters Score -5072624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5072631.500000 Penalty: 5294.551270
	Iteration 40F: 3 clusters Score -5072632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -5072629.500000 Penalty: 5294.551270
	Iteration 41Q: 3 clusters Score -5072630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5072632.500000 Penalty: 5294.551270
	Iteration 42Q: 3 clusters Score -5072632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -5072639.500000 Penalty: 5294.551270
	Iteration 43Q: 3 clusters Score -5072640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -5072639.500000 Penalty: 5294.551270
	Iteration 44Q: 3 clusters Score -5072640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -5072650.000000 Penalty: 5294.551270
	Iteration 45Q: 3 clusters Score -5072650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -5072655.000000 Penalty: 5294.551270
	Iteration 46Q: 3 clusters Score -5072655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -5072659.000000 Penalty: 5294.551270
	Iteration 47Q: 3 clusters Score -5072659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -5072655.500000 Penalty: 5294.551270
	Iteration 48Q: 3 clusters Score -5072656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -5072658.500000 Penalty: 5294.551270
	Iteration 49Q: 3 clusters Score -5072658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -5072656.500000 Penalty: 5294.551270
	Iteration 50Q: 3 clusters Score -5072656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -5072654.500000 Penalty: 5294.551270
	Iteration 51Q: 3 clusters Score -5072654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5072659.500000 Penalty: 5294.551270
	Iteration 52Q: 3 clusters Score -5072660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5072663.000000 Penalty: 5294.551270
	Iteration 53Q: 3 clusters Score -5072663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -5072666.000000 Penalty: 5294.551270
	Iteration 54Q: 3 clusters Score -5072666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5072662.500000 Penalty: 5294.551270
	Iteration 55Q: 3 clusters Score -5072662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5072663.000000 Penalty: 5294.551270
	Iteration 56Q: 3 clusters Score -5072663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5072663.000000 Penalty: 5294.551270
	Iteration 57F: 3 clusters Score -5072663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Entering Unmasked Estep 
Score: -673544.875000 Penalty: 2150.394043
	Iteration 0F: 2 clusters Score -673544.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -668482.312500 Penalty: 4300.788086
	Iteration 0F: 3 clusters Score -668482.3 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -669679.625000 Penalty: 4300.788086
	Iteration 1F: 3 clusters Score -669679.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -669916.187500 Penalty: 4300.788086
	Iteration 2F: 3 clusters Score -669916.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -670116.000000 Penalty: 4300.788086
	Iteration 3F: 3 clusters Score -670116 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -670295.000000 Penalty: 4300.788086
	Iteration 4Q: 3 clusters Score -670295 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -670489.500000 Penalty: 4300.788086
	Iteration 5Q: 3 clusters Score -670489.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -670705.125000 Penalty: 4300.788086
	Iteration 6Q: 3 clusters Score -670705.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -670957.875000 Penalty: 4300.788086
	Iteration 7Q: 3 clusters Score -670957.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -671212.375000 Penalty: 4300.788086
	Iteration 8F: 3 clusters Score -671212.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -671510.937500 Penalty: 4300.788086
	Iteration 9F: 3 clusters Score -671510.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -671843.500000 Penalty: 4300.788086
	Iteration 10F: 3 clusters Score -671843.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -672115.812500 Penalty: 4300.788086
	Iteration 11Q: 3 clusters Score -672115.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -672337.562500 Penalty: 4300.788086
	Iteration 12Q: 3 clusters Score -672337.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -672493.437500 Penalty: 4300.788086
	Iteration 13Q: 3 clusters Score -672493.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -672582.437500 Penalty: 4300.788086
	Iteration 14Q: 3 clusters Score -672582.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -672641.875000 Penalty: 4300.788086
	Iteration 15Q: 3 clusters Score -672641.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -672675.000000 Penalty: 4300.788086
	Iteration 16Q: 3 clusters Score -672675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -672692.562500 Penalty: 4300.788086
	Iteration 17Q: 3 clusters Score -672692.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -672706.937500 Penalty: 4300.788086
	Iteration 18Q: 3 clusters Score -672706.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -672713.375000 Penalty: 4300.788086
	Iteration 19Q: 3 clusters Score -672713.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -672716.500000 Penalty: 4300.788086
	Iteration 20F: 3 clusters Score -672716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -672720.750000 Penalty: 4300.788086
	Iteration 21Q: 3 clusters Score -672720.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -672721.875000 Penalty: 4300.788086
	Iteration 22Q: 3 clusters Score -672721.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -672722.562500 Penalty: 4300.788086
	Iteration 23Q: 3 clusters Score -672722.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -672725.000000 Penalty: 4300.788086
	Iteration 24Q: 3 clusters Score -672725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -672725.562500 Penalty: 4300.788086
	Iteration 25Q: 3 clusters Score -672725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -672724.312500 Penalty: 4300.788086
	Iteration 26Q: 3 clusters Score -672724.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -672724.750000 Penalty: 4300.788086
	Iteration 27Q: 3 clusters Score -672724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -672725.812500 Penalty: 4300.788086
	Iteration 28Q: 3 clusters Score -672725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -672724.875000 Penalty: 4300.788086
	Iteration 29Q: 3 clusters Score -672724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -672724.625000 Penalty: 4300.788086
	Iteration 30Q: 3 clusters Score -672724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -672724.625000 Penalty: 4300.788086
	Iteration 31F: 3 clusters Score -672724.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Entering Unmasked Estep 
Score: -1332603.625000 Penalty: 2319.536133
	Iteration 0F: 2 clusters Score -1332604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1323964.625000 Penalty: 4639.072266
	Iteration 0F: 3 clusters Score -1323965 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1326641.500000 Penalty: 4639.072266
	Iteration 1F: 3 clusters Score -1326642 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1327223.750000 Penalty: 4639.072266
	Iteration 2F: 3 clusters Score -1327224 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1327909.250000 Penalty: 4639.072266
	Iteration 3F: 3 clusters Score -1327909 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1328700.125000 Penalty: 4639.072266
	Iteration 4F: 3 clusters Score -1328700 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1329446.375000 Penalty: 4639.072266
	Iteration 5F: 3 clusters Score -1329446 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1330011.000000 Penalty: 4639.072266
	Iteration 6F: 3 clusters Score -1330011 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1330386.000000 Penalty: 4639.072266
	Iteration 7F: 3 clusters Score -1330386 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1330631.750000 Penalty: 4639.072266
	Iteration 8Q: 3 clusters Score -1330632 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1330787.750000 Penalty: 4639.072266
	Iteration 9Q: 3 clusters Score -1330788 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1330889.250000 Penalty: 4639.072266
	Iteration 10Q: 3 clusters Score -1330889 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1330976.125000 Penalty: 4639.072266
	Iteration 11Q: 3 clusters Score -1330976 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1331069.750000 Penalty: 4639.072266
	Iteration 12Q: 3 clusters Score -1331070 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1331172.875000 Penalty: 4639.072266
	Iteration 13Q: 3 clusters Score -1331173 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1331275.750000 Penalty: 4639.072266
	Iteration 14Q: 3 clusters Score -1331276 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1331368.125000 Penalty: 4639.072266
	Iteration 15Q: 3 clusters Score -1331368 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1331460.000000 Penalty: 4639.072266
	Iteration 16Q: 3 clusters Score -1331460 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1331548.000000 Penalty: 4639.072266
	Iteration 17Q: 3 clusters Score -1331548 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1331624.750000 Penalty: 4639.072266
	Iteration 18Q: 3 clusters Score -1331625 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1331697.500000 Penalty: 4639.072266
	Iteration 19Q: 3 clusters Score -1331698 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1331762.875000 Penalty: 4639.072266
	Iteration 20F: 3 clusters Score -1331763 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1331821.625000 Penalty: 4639.072266
	Iteration 21Q: 3 clusters Score -1331822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1331885.875000 Penalty: 4639.072266
	Iteration 22Q: 3 clusters Score -1331886 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1331926.750000 Penalty: 4639.072266
	Iteration 23Q: 3 clusters Score -1331927 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1331968.875000 Penalty: 4639.072266
	Iteration 24Q: 3 clusters Score -1331969 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1331996.125000 Penalty: 4639.072266
	Iteration 25Q: 3 clusters Score -1331996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1332013.250000 Penalty: 4639.072266
	Iteration 26Q: 3 clusters Score -1332013 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1332022.500000 Penalty: 4639.072266
	Iteration 27Q: 3 clusters Score -1332022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1332034.000000 Penalty: 4639.072266
	Iteration 28Q: 3 clusters Score -1332034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1332039.375000 Penalty: 4639.072266
	Iteration 29Q: 3 clusters Score -1332039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1332044.250000 Penalty: 4639.072266
	Iteration 30Q: 3 clusters Score -1332044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1332048.875000 Penalty: 4639.072266
	Iteration 31Q: 3 clusters Score -1332049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1332055.500000 Penalty: 4639.072266
	Iteration 32Q: 3 clusters Score -1332056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1332067.875000 Penalty: 4639.072266
	Iteration 33Q: 3 clusters Score -1332068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1332066.125000 Penalty: 4639.072266
	Iteration 34Q: 3 clusters Score -1332066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1332068.875000 Penalty: 4639.072266
	Iteration 35Q: 3 clusters Score -1332069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1332076.250000 Penalty: 4639.072266
	Iteration 36Q: 3 clusters Score -1332076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1332076.625000 Penalty: 4639.072266
	Iteration 37Q: 3 clusters Score -1332077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1332079.375000 Penalty: 4639.072266
	Iteration 38Q: 3 clusters Score -1332079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1332075.375000 Penalty: 4639.072266
	Iteration 39Q: 3 clusters Score -1332075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1332077.625000 Penalty: 4639.072266
	Iteration 40F: 3 clusters Score -1332078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1332077.625000 Penalty: 4639.072266
	Iteration 41Q: 3 clusters Score -1332078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1332077.875000 Penalty: 4639.072266
	Iteration 42Q: 3 clusters Score -1332078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1332077.625000 Penalty: 4639.072266
	Iteration 43Q: 3 clusters Score -1332078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1332082.125000 Penalty: 4639.072266
	Iteration 44Q: 3 clusters Score -1332082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1332080.250000 Penalty: 4639.072266
	Iteration 45Q: 3 clusters Score -1332080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1332083.000000 Penalty: 4639.072266
	Iteration 46Q: 3 clusters Score -1332083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1332084.000000 Penalty: 4639.072266
	Iteration 47Q: 3 clusters Score -1332084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1332081.875000 Penalty: 4639.072266
	Iteration 48Q: 3 clusters Score -1332082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1332081.875000 Penalty: 4639.072266
	Iteration 49F: 3 clusters Score -1332082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Entering Unmasked Estep 
Score: -5483361.500000 Penalty: 2688.818359
	Iteration 0F: 2 clusters Score -5483362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -5449012.500000 Penalty: 5377.636719
	Iteration 0F: 3 clusters Score -5449012 nChanged 23625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -5462721.000000 Penalty: 5377.636719
	Iteration 1F: 3 clusters Score -5462721 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -5463970.500000 Penalty: 5377.636719
	Iteration 2F: 3 clusters Score -5463970 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -5465311.000000 Penalty: 5377.636719
	Iteration 3F: 3 clusters Score -5465311 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -5466753.500000 Penalty: 5377.636719
	Iteration 4F: 3 clusters Score -5466754 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -5468101.000000 Penalty: 5377.636719
	Iteration 5F: 3 clusters Score -5468101 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -5469421.000000 Penalty: 5377.636719
	Iteration 6F: 3 clusters Score -5469421 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -5470804.000000 Penalty: 5377.636719
	Iteration 7Q: 3 clusters Score -5470804 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -5472104.500000 Penalty: 5377.636719
	Iteration 8Q: 3 clusters Score -5472104 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -5473265.500000 Penalty: 5377.636719
	Iteration 9Q: 3 clusters Score -5473266 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -5474340.500000 Penalty: 5377.636719
	Iteration 10Q: 3 clusters Score -5474340 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -5475268.500000 Penalty: 5377.636719
	Iteration 11Q: 3 clusters Score -5475268 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -5476106.000000 Penalty: 5377.636719
	Iteration 12Q: 3 clusters Score -5476106 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -5476939.000000 Penalty: 5377.636719
	Iteration 13Q: 3 clusters Score -5476939 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5477661.000000 Penalty: 5377.636719
	Iteration 14Q: 3 clusters Score -5477661 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5478283.000000 Penalty: 5377.636719
	Iteration 15Q: 3 clusters Score -5478283 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -5478834.000000 Penalty: 5377.636719
	Iteration 16Q: 3 clusters Score -5478834 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -5479296.000000 Penalty: 5377.636719
	Iteration 17Q: 3 clusters Score -5479296 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -5479700.000000 Penalty: 5377.636719
	Iteration 18Q: 3 clusters Score -5479700 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -5480060.000000 Penalty: 5377.636719
	Iteration 19Q: 3 clusters Score -5480060 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -5480304.500000 Penalty: 5377.636719
	Iteration 20F: 3 clusters Score -5480304 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -5480512.500000 Penalty: 5377.636719
	Iteration 21Q: 3 clusters Score -5480512 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -5480700.000000 Penalty: 5377.636719
	Iteration 22Q: 3 clusters Score -5480700 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -5480847.000000 Penalty: 5377.636719
	Iteration 23Q: 3 clusters Score -5480847 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -5480975.500000 Penalty: 5377.636719
	Iteration 24Q: 3 clusters Score -5480976 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -5481036.000000 Penalty: 5377.636719
	Iteration 25Q: 3 clusters Score -5481036 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -5481087.000000 Penalty: 5377.636719
	Iteration 26Q: 3 clusters Score -5481087 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -5481158.500000 Penalty: 5377.636719
	Iteration 27Q: 3 clusters Score -5481158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -5481215.000000 Penalty: 5377.636719
	Iteration 28Q: 3 clusters Score -5481215 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -5481253.000000 Penalty: 5377.636719
	Iteration 29Q: 3 clusters Score -5481253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -5481277.000000 Penalty: 5377.636719
	Iteration 30Q: 3 clusters Score -5481277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -5481287.500000 Penalty: 5377.636719
	Iteration 31Q: 3 clusters Score -5481288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -5481307.000000 Penalty: 5377.636719
	Iteration 32Q: 3 clusters Score -5481307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -5481318.000000 Penalty: 5377.636719
	Iteration 33Q: 3 clusters Score -5481318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -5481338.000000 Penalty: 5377.636719
	Iteration 34Q: 3 clusters Score -5481338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -5481360.500000 Penalty: 5377.636719
	Iteration 35Q: 3 clusters Score -5481360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -5481372.000000 Penalty: 5377.636719
	Iteration 36Q: 3 clusters Score -5481372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -5481379.500000 Penalty: 5377.636719
	Iteration 37Q: 3 clusters Score -5481380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -5481405.500000 Penalty: 5377.636719
	Iteration 38Q: 3 clusters Score -5481406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -5481414.000000 Penalty: 5377.636719
	Iteration 39Q: 3 clusters Score -5481414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -5481438.000000 Penalty: 5377.636719
	Iteration 40F: 3 clusters Score -5481438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -5481453.500000 Penalty: 5377.636719
	Iteration 41Q: 3 clusters Score -5481454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -5481460.000000 Penalty: 5377.636719
	Iteration 42Q: 3 clusters Score -5481460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -5481468.000000 Penalty: 5377.636719
	Iteration 43Q: 3 clusters Score -5481468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -5481470.500000 Penalty: 5377.636719
	Iteration 44Q: 3 clusters Score -5481470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -5481475.000000 Penalty: 5377.636719
	Iteration 45Q: 3 clusters Score -5481475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -5481484.500000 Penalty: 5377.636719
	Iteration 46Q: 3 clusters Score -5481484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -5481479.500000 Penalty: 5377.636719
	Iteration 47Q: 3 clusters Score -5481480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -5481486.000000 Penalty: 5377.636719
	Iteration 48Q: 3 clusters Score -5481486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -5481487.500000 Penalty: 5377.636719
	Iteration 49Q: 3 clusters Score -5481488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -5481498.000000 Penalty: 5377.636719
	Iteration 50Q: 3 clusters Score -5481498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -5481497.000000 Penalty: 5377.636719
	Iteration 51Q: 3 clusters Score -5481497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -5481506.500000 Penalty: 5377.636719
	Iteration 52Q: 3 clusters Score -5481506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -5481512.500000 Penalty: 5377.636719
	Iteration 53Q: 3 clusters Score -5481512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -5481514.500000 Penalty: 5377.636719
	Iteration 54Q: 3 clusters Score -5481514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -5481518.500000 Penalty: 5377.636719
	Iteration 55Q: 3 clusters Score -5481518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -5481526.000000 Penalty: 5377.636719
	Iteration 56Q: 3 clusters Score -5481526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -5481534.000000 Penalty: 5377.636719
	Iteration 57Q: 3 clusters Score -5481534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -5481531.500000 Penalty: 5377.636719
	Iteration 58Q: 3 clusters Score -5481532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -5481537.000000 Penalty: 5377.636719
	Iteration 59Q: 3 clusters Score -5481537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -5481535.000000 Penalty: 5377.636719
	Iteration 60F: 3 clusters Score -5481535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -5481531.000000 Penalty: 5377.636719
	Iteration 61Q: 3 clusters Score -5481531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -5481538.500000 Penalty: 5377.636719
	Iteration 62Q: 3 clusters Score -5481538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -5481535.500000 Penalty: 5377.636719
	Iteration 63Q: 3 clusters Score -5481536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -5481540.500000 Penalty: 5377.636719
	Iteration 64Q: 3 clusters Score -5481540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -5481536.000000 Penalty: 5377.636719
	Iteration 65Q: 3 clusters Score -5481536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -5481546.500000 Penalty: 5377.636719
	Iteration 66Q: 3 clusters Score -5481546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -5481545.000000 Penalty: 5377.636719
	Iteration 67Q: 3 clusters Score -5481545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -5481543.500000 Penalty: 5377.636719
	Iteration 68Q: 3 clusters Score -5481544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -5481548.000000 Penalty: 5377.636719
	Iteration 69Q: 3 clusters Score -5481548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -5481552.500000 Penalty: 5377.636719
	Iteration 70Q: 3 clusters Score -5481552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -5481554.500000 Penalty: 5377.636719
	Iteration 71Q: 3 clusters Score -5481554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -5481561.000000 Penalty: 5377.636719
	Iteration 72Q: 3 clusters Score -5481561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -5481559.000000 Penalty: 5377.636719
	Iteration 73Q: 3 clusters Score -5481559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -5481568.000000 Penalty: 5377.636719
	Iteration 74Q: 3 clusters Score -5481568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -5481577.500000 Penalty: 5377.636719
	Iteration 75Q: 3 clusters Score -5481578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -5481580.000000 Penalty: 5377.636719
	Iteration 76Q: 3 clusters Score -5481580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -5481585.000000 Penalty: 5377.636719
	Iteration 77Q: 3 clusters Score -5481585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -5481590.000000 Penalty: 5377.636719
	Iteration 78Q: 3 clusters Score -5481590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -5481592.500000 Penalty: 5377.636719
	Iteration 79Q: 3 clusters Score -5481592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -5481586.500000 Penalty: 5377.636719
	Iteration 80F: 3 clusters Score -5481586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -5481590.500000 Penalty: 5377.636719
	Iteration 81Q: 3 clusters Score -5481590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -5481591.500000 Penalty: 5377.636719
	Iteration 82Q: 3 clusters Score -5481592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -5481593.500000 Penalty: 5377.636719
	Iteration 83Q: 3 clusters Score -5481594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -5481598.500000 Penalty: 5377.636719
	Iteration 84Q: 3 clusters Score -5481598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -5481598.500000 Penalty: 5377.636719
	Iteration 85F: 3 clusters Score -5481598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Entering Unmasked Estep 
Score: -2996903.500000 Penalty: 2517.509033
	Iteration 0F: 2 clusters Score -2996904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2979371.250000 Penalty: 5035.018066
	Iteration 0F: 3 clusters Score -2979371 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2985362.250000 Penalty: 5035.018066
	Iteration 1F: 3 clusters Score -2985362 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2985874.000000 Penalty: 5035.018066
	Iteration 2F: 3 clusters Score -2985874 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2986304.750000 Penalty: 5035.018066
	Iteration 3Q: 3 clusters Score -2986305 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2986707.750000 Penalty: 5035.018066
	Iteration 4Q: 3 clusters Score -2986708 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2987161.000000 Penalty: 5035.018066
	Iteration 5Q: 3 clusters Score -2987161 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2987676.750000 Penalty: 5035.018066
	Iteration 6Q: 3 clusters Score -2987677 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2988319.750000 Penalty: 5035.018066
	Iteration 7Q: 3 clusters Score -2988320 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2989095.750000 Penalty: 5035.018066
	Iteration 8Q: 3 clusters Score -2989096 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2989959.000000 Penalty: 5035.018066
	Iteration 9Q: 3 clusters Score -2989959 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2990864.500000 Penalty: 5035.018066
	Iteration 10Q: 3 clusters Score -2990864 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2991796.500000 Penalty: 5035.018066
	Iteration 11Q: 3 clusters Score -2991796 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2992639.500000 Penalty: 5035.018066
	Iteration 12Q: 3 clusters Score -2992640 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2993281.500000 Penalty: 5035.018066
	Iteration 13Q: 3 clusters Score -2993282 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2993752.000000 Penalty: 5035.018066
	Iteration 14Q: 3 clusters Score -2993752 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2994119.500000 Penalty: 5035.018066
	Iteration 15Q: 3 clusters Score -2994120 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2994366.500000 Penalty: 5035.018066
	Iteration 16Q: 3 clusters Score -2994366 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2994535.500000 Penalty: 5035.018066
	Iteration 17Q: 3 clusters Score -2994536 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2994623.750000 Penalty: 5035.018066
	Iteration 18Q: 3 clusters Score -2994624 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2994688.250000 Penalty: 5035.018066
	Iteration 19Q: 3 clusters Score -2994688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2994726.500000 Penalty: 5035.018066
	Iteration 20F: 3 clusters Score -2994726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2994757.250000 Penalty: 5035.018066
	Iteration 21Q: 3 clusters Score -2994757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2994775.750000 Penalty: 5035.018066
	Iteration 22Q: 3 clusters Score -2994776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2994797.250000 Penalty: 5035.018066
	Iteration 23Q: 3 clusters Score -2994797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2994822.250000 Penalty: 5035.018066
	Iteration 24Q: 3 clusters Score -2994822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2994837.250000 Penalty: 5035.018066
	Iteration 25Q: 3 clusters Score -2994837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2994851.750000 Penalty: 5035.018066
	Iteration 26Q: 3 clusters Score -2994852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2994877.500000 Penalty: 5035.018066
	Iteration 27Q: 3 clusters Score -2994878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2994889.750000 Penalty: 5035.018066
	Iteration 28Q: 3 clusters Score -2994890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2994894.750000 Penalty: 5035.018066
	Iteration 29Q: 3 clusters Score -2994895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2994900.500000 Penalty: 5035.018066
	Iteration 30Q: 3 clusters Score -2994900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2994906.000000 Penalty: 5035.018066
	Iteration 31Q: 3 clusters Score -2994906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2994908.750000 Penalty: 5035.018066
	Iteration 32Q: 3 clusters Score -2994909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2994911.750000 Penalty: 5035.018066
	Iteration 33Q: 3 clusters Score -2994912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2994914.500000 Penalty: 5035.018066
	Iteration 34Q: 3 clusters Score -2994914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2994916.250000 Penalty: 5035.018066
	Iteration 35Q: 3 clusters Score -2994916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2994924.500000 Penalty: 5035.018066
	Iteration 36Q: 3 clusters Score -2994924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2994924.750000 Penalty: 5035.018066
	Iteration 37Q: 3 clusters Score -2994925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2994929.000000 Penalty: 5035.018066
	Iteration 38Q: 3 clusters Score -2994929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2994926.500000 Penalty: 5035.018066
	Iteration 39Q: 3 clusters Score -2994926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2994925.750000 Penalty: 5035.018066
	Iteration 40F: 3 clusters Score -2994926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2994928.000000 Penalty: 5035.018066
	Iteration 41Q: 3 clusters Score -2994928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2994928.000000 Penalty: 5035.018066
	Iteration 42F: 3 clusters Score -2994928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Entering Unmasked Estep 
Score: -6345110.500000 Penalty: 2694.686035
	Iteration 0F: 2 clusters Score -6345110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -6309940.500000 Penalty: 5389.372070
	Iteration 0F: 3 clusters Score -6309940 nChanged 24135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -6323173.000000 Penalty: 5389.372070
	Iteration 1F: 3 clusters Score -6323173 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -6323653.500000 Penalty: 5389.372070
	Iteration 2Q: 3 clusters Score -6323654 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -6324086.000000 Penalty: 5389.372070
	Iteration 3Q: 3 clusters Score -6324086 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -6324621.000000 Penalty: 5389.372070
	Iteration 4Q: 3 clusters Score -6324621 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -6325250.000000 Penalty: 5389.372070
	Iteration 5Q: 3 clusters Score -6325250 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -6325834.000000 Penalty: 5389.372070
	Iteration 6Q: 3 clusters Score -6325834 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -6326540.000000 Penalty: 5389.372070
	Iteration 7Q: 3 clusters Score -6326540 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -6327296.500000 Penalty: 5389.372070
	Iteration 8Q: 3 clusters Score -6327296 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -6328381.500000 Penalty: 5389.372070
	Iteration 9Q: 3 clusters Score -6328382 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -6329802.500000 Penalty: 5389.372070
	Iteration 10Q: 3 clusters Score -6329802 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -6331780.500000 Penalty: 5389.372070
	Iteration 11F: 3 clusters Score -6331780 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -6333853.000000 Penalty: 5389.372070
	Iteration 12F: 3 clusters Score -6333853 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -6335229.500000 Penalty: 5389.372070
	Iteration 13Q: 3 clusters Score -6335230 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -6336097.500000 Penalty: 5389.372070
	Iteration 14Q: 3 clusters Score -6336098 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -6336634.000000 Penalty: 5389.372070
	Iteration 15Q: 3 clusters Score -6336634 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -6337125.000000 Penalty: 5389.372070
	Iteration 16Q: 3 clusters Score -6337125 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -6337596.500000 Penalty: 5389.372070
	Iteration 17Q: 3 clusters Score -6337596 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -6338036.000000 Penalty: 5389.372070
	Iteration 18Q: 3 clusters Score -6338036 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -6338433.500000 Penalty: 5389.372070
	Iteration 19Q: 3 clusters Score -6338434 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -6338845.000000 Penalty: 5389.372070
	Iteration 20F: 3 clusters Score -6338845 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -6339289.000000 Penalty: 5389.372070
	Iteration 21Q: 3 clusters Score -6339289 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -6339797.000000 Penalty: 5389.372070
	Iteration 22Q: 3 clusters Score -6339797 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -6340296.000000 Penalty: 5389.372070
	Iteration 23Q: 3 clusters Score -6340296 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -6340861.500000 Penalty: 5389.372070
	Iteration 24Q: 3 clusters Score -6340862 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -6341338.000000 Penalty: 5389.372070
	Iteration 25Q: 3 clusters Score -6341338 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6341777.500000 Penalty: 5389.372070
	Iteration 26Q: 3 clusters Score -6341778 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -6342125.000000 Penalty: 5389.372070
	Iteration 27Q: 3 clusters Score -6342125 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -6342347.000000 Penalty: 5389.372070
	Iteration 28Q: 3 clusters Score -6342347 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -6342556.500000 Penalty: 5389.372070
	Iteration 29Q: 3 clusters Score -6342556 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -6342700.500000 Penalty: 5389.372070
	Iteration 30Q: 3 clusters Score -6342700 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -6342824.000000 Penalty: 5389.372070
	Iteration 31Q: 3 clusters Score -6342824 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -6342875.500000 Penalty: 5389.372070
	Iteration 32Q: 3 clusters Score -6342876 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -6342933.000000 Penalty: 5389.372070
	Iteration 33Q: 3 clusters Score -6342933 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -6342980.000000 Penalty: 5389.372070
	Iteration 34Q: 3 clusters Score -6342980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -6343020.500000 Penalty: 5389.372070
	Iteration 35Q: 3 clusters Score -6343020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -6343037.500000 Penalty: 5389.372070
	Iteration 36Q: 3 clusters Score -6343038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -6343061.000000 Penalty: 5389.372070
	Iteration 37Q: 3 clusters Score -6343061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -6343073.000000 Penalty: 5389.372070
	Iteration 38Q: 3 clusters Score -6343073 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -6343080.500000 Penalty: 5389.372070
	Iteration 39Q: 3 clusters Score -6343080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6343103.500000 Penalty: 5389.372070
	Iteration 40F: 3 clusters Score -6343104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -6343121.500000 Penalty: 5389.372070
	Iteration 41Q: 3 clusters Score -6343122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -6343133.500000 Penalty: 5389.372070
	Iteration 42Q: 3 clusters Score -6343134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6343155.500000 Penalty: 5389.372070
	Iteration 43Q: 3 clusters Score -6343156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -6343177.000000 Penalty: 5389.372070
	Iteration 44Q: 3 clusters Score -6343177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6343179.500000 Penalty: 5389.372070
	Iteration 45Q: 3 clusters Score -6343180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -6343190.000000 Penalty: 5389.372070
	Iteration 46Q: 3 clusters Score -6343190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -6343185.500000 Penalty: 5389.372070
	Iteration 47Q: 3 clusters Score -6343186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -6343188.000000 Penalty: 5389.372070
	Iteration 48Q: 3 clusters Score -6343188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -6343197.000000 Penalty: 5389.372070
	Iteration 49Q: 3 clusters Score -6343197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -6343193.000000 Penalty: 5389.372070
	Iteration 50Q: 3 clusters Score -6343193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -6343201.500000 Penalty: 5389.372070
	Iteration 51Q: 3 clusters Score -6343202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -6343202.500000 Penalty: 5389.372070
	Iteration 52Q: 3 clusters Score -6343202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -6343204.000000 Penalty: 5389.372070
	Iteration 53Q: 3 clusters Score -6343204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -6343200.000000 Penalty: 5389.372070
	Iteration 54Q: 3 clusters Score -6343200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -6343203.500000 Penalty: 5389.372070
	Iteration 55Q: 3 clusters Score -6343204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -6343204.500000 Penalty: 5389.372070
	Iteration 56Q: 3 clusters Score -6343204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -6343202.500000 Penalty: 5389.372070
	Iteration 57Q: 3 clusters Score -6343202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -6343199.500000 Penalty: 5389.372070
	Iteration 58Q: 3 clusters Score -6343200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -6343199.500000 Penalty: 5389.372070
	Iteration 59F: 3 clusters Score -6343200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -42887.574219 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -42887.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41758.187500 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -41758.19 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -42265.460938 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -42265.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -42541.195312 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -42541.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -42651.050781 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -42651.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -42707.710938 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -42707.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -42714.582031 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -42714.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -42714.582031 Penalty: 3016.780762
	Iteration 6F: 3 clusters Score -42714.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -80493.398438 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -80493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78932.476562 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -78932.48 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79164.195312 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -79164.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79245.171875 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -79245.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79287.179688 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -79287.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79308.234375 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -79308.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79341.789062 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -79341.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79372.710938 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -79372.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79407.796875 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -79407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79421.539062 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -79421.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79428.039062 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -79428.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79429.171875 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -79429.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79430.968750 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -79430.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79434.054688 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -79434.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79434.054688 Penalty: 3135.101074
	Iteration 13F: 3 clusters Score -79434.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Entering Unmasked Estep 
Score: -1202106.250000 Penalty: 2294.700439
	Iteration 0F: 2 clusters Score -1202106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1194206.125000 Penalty: 4589.400879
	Iteration 0F: 3 clusters Score -1194206 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1196843.000000 Penalty: 4589.400879
	Iteration 1F: 3 clusters Score -1196843 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1197401.625000 Penalty: 4589.400879
	Iteration 2F: 3 clusters Score -1197402 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1197888.750000 Penalty: 4589.400879
	Iteration 3F: 3 clusters Score -1197889 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1198404.000000 Penalty: 4589.400879
	Iteration 4F: 3 clusters Score -1198404 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1198845.500000 Penalty: 4589.400879
	Iteration 5F: 3 clusters Score -1198846 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1199215.000000 Penalty: 4589.400879
	Iteration 6Q: 3 clusters Score -1199215 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1199506.125000 Penalty: 4589.400879
	Iteration 7Q: 3 clusters Score -1199506 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1199752.375000 Penalty: 4589.400879
	Iteration 8Q: 3 clusters Score -1199752 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1199965.250000 Penalty: 4589.400879
	Iteration 9Q: 3 clusters Score -1199965 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1200156.625000 Penalty: 4589.400879
	Iteration 10Q: 3 clusters Score -1200157 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1200343.875000 Penalty: 4589.400879
	Iteration 11Q: 3 clusters Score -1200344 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1200534.000000 Penalty: 4589.400879
	Iteration 12Q: 3 clusters Score -1200534 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1200732.125000 Penalty: 4589.400879
	Iteration 13Q: 3 clusters Score -1200732 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1200859.875000 Penalty: 4589.400879
	Iteration 14Q: 3 clusters Score -1200860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1200930.875000 Penalty: 4589.400879
	Iteration 15Q: 3 clusters Score -1200931 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1200978.750000 Penalty: 4589.400879
	Iteration 16Q: 3 clusters Score -1200979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1201011.375000 Penalty: 4589.400879
	Iteration 17Q: 3 clusters Score -1201011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1201033.625000 Penalty: 4589.400879
	Iteration 18Q: 3 clusters Score -1201034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1201044.375000 Penalty: 4589.400879
	Iteration 19Q: 3 clusters Score -1201044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1201058.750000 Penalty: 4589.400879
	Iteration 20F: 3 clusters Score -1201059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1201066.000000 Penalty: 4589.400879
	Iteration 21Q: 3 clusters Score -1201066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1201075.125000 Penalty: 4589.400879
	Iteration 22Q: 3 clusters Score -1201075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1201076.500000 Penalty: 4589.400879
	Iteration 23Q: 3 clusters Score -1201076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1201082.750000 Penalty: 4589.400879
	Iteration 24Q: 3 clusters Score -1201083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1201088.125000 Penalty: 4589.400879
	Iteration 25Q: 3 clusters Score -1201088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1201091.375000 Penalty: 4589.400879
	Iteration 26Q: 3 clusters Score -1201091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1201093.500000 Penalty: 4589.400879
	Iteration 27Q: 3 clusters Score -1201094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1201096.250000 Penalty: 4589.400879
	Iteration 28Q: 3 clusters Score -1201096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1201103.750000 Penalty: 4589.400879
	Iteration 29Q: 3 clusters Score -1201104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1201103.125000 Penalty: 4589.400879
	Iteration 30Q: 3 clusters Score -1201103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1201105.375000 Penalty: 4589.400879
	Iteration 31Q: 3 clusters Score -1201105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1201110.875000 Penalty: 4589.400879
	Iteration 32Q: 3 clusters Score -1201111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1201117.625000 Penalty: 4589.400879
	Iteration 33Q: 3 clusters Score -1201118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1201123.125000 Penalty: 4589.400879
	Iteration 34Q: 3 clusters Score -1201123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1201127.625000 Penalty: 4589.400879
	Iteration 35Q: 3 clusters Score -1201128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1201134.000000 Penalty: 4589.400879
	Iteration 36Q: 3 clusters Score -1201134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1201139.500000 Penalty: 4589.400879
	Iteration 37Q: 3 clusters Score -1201140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1201144.750000 Penalty: 4589.400879
	Iteration 38Q: 3 clusters Score -1201145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1201147.375000 Penalty: 4589.400879
	Iteration 39Q: 3 clusters Score -1201147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1201149.250000 Penalty: 4589.400879
	Iteration 40F: 3 clusters Score -1201149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1201148.875000 Penalty: 4589.400879
	Iteration 41Q: 3 clusters Score -1201149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1201154.250000 Penalty: 4589.400879
	Iteration 42Q: 3 clusters Score -1201154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1201154.125000 Penalty: 4589.400879
	Iteration 43Q: 3 clusters Score -1201154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1201157.875000 Penalty: 4589.400879
	Iteration 44Q: 3 clusters Score -1201158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1201156.375000 Penalty: 4589.400879
	Iteration 45Q: 3 clusters Score -1201156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1201159.375000 Penalty: 4589.400879
	Iteration 46Q: 3 clusters Score -1201159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1201163.000000 Penalty: 4589.400879
	Iteration 47Q: 3 clusters Score -1201163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1201162.625000 Penalty: 4589.400879
	Iteration 48Q: 3 clusters Score -1201163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1201161.500000 Penalty: 4589.400879
	Iteration 49Q: 3 clusters Score -1201162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1201161.500000 Penalty: 4589.400879
	Iteration 50F: 3 clusters Score -1201162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -556300.437500 Penalty: 2107.506592
	Iteration 0F: 2 clusters Score -556300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -551908.812500 Penalty: 4215.013184
	Iteration 0F: 3 clusters Score -551908.8 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -553013.562500 Penalty: 4215.013184
	Iteration 1F: 3 clusters Score -553013.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -553234.500000 Penalty: 4215.013184
	Iteration 2F: 3 clusters Score -553234.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -553393.375000 Penalty: 4215.013184
	Iteration 3Q: 3 clusters Score -553393.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -553501.750000 Penalty: 4215.013184
	Iteration 4Q: 3 clusters Score -553501.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -553599.125000 Penalty: 4215.013184
	Iteration 5Q: 3 clusters Score -553599.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -553679.062500 Penalty: 4215.013184
	Iteration 6Q: 3 clusters Score -553679.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -553749.437500 Penalty: 4215.013184
	Iteration 7Q: 3 clusters Score -553749.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -553833.812500 Penalty: 4215.013184
	Iteration 8Q: 3 clusters Score -553833.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -553906.687500 Penalty: 4215.013184
	Iteration 9Q: 3 clusters Score -553906.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -554005.562500 Penalty: 4215.013184
	Iteration 10Q: 3 clusters Score -554005.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -554117.187500 Penalty: 4215.013184
	Iteration 11Q: 3 clusters Score -554117.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -554224.812500 Penalty: 4215.013184
	Iteration 12Q: 3 clusters Score -554224.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -554334.687500 Penalty: 4215.013184
	Iteration 13Q: 3 clusters Score -554334.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -554461.750000 Penalty: 4215.013184
	Iteration 14Q: 3 clusters Score -554461.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -554557.687500 Penalty: 4215.013184
	Iteration 15Q: 3 clusters Score -554557.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -554625.750000 Penalty: 4215.013184
	Iteration 16Q: 3 clusters Score -554625.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -554671.937500 Penalty: 4215.013184
	Iteration 17Q: 3 clusters Score -554671.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -554709.750000 Penalty: 4215.013184
	Iteration 18Q: 3 clusters Score -554709.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -554742.812500 Penalty: 4215.013184
	Iteration 19Q: 3 clusters Score -554742.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -554780.000000 Penalty: 4215.013184
	Iteration 20F: 3 clusters Score -554780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -554806.750000 Penalty: 4215.013184
	Iteration 21Q: 3 clusters Score -554806.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -554832.750000 Penalty: 4215.013184
	Iteration 22Q: 3 clusters Score -554832.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -554852.625000 Penalty: 4215.013184
	Iteration 23Q: 3 clusters Score -554852.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -554870.312500 Penalty: 4215.013184
	Iteration 24Q: 3 clusters Score -554870.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -554881.437500 Penalty: 4215.013184
	Iteration 25Q: 3 clusters Score -554881.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -554892.750000 Penalty: 4215.013184
	Iteration 26Q: 3 clusters Score -554892.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -554899.562500 Penalty: 4215.013184
	Iteration 27Q: 3 clusters Score -554899.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -554905.375000 Penalty: 4215.013184
	Iteration 28Q: 3 clusters Score -554905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -554908.312500 Penalty: 4215.013184
	Iteration 29Q: 3 clusters Score -554908.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -554911.812500 Penalty: 4215.013184
	Iteration 30Q: 3 clusters Score -554911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -554911.875000 Penalty: 4215.013184
	Iteration 31Q: 3 clusters Score -554911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -554911.750000 Penalty: 4215.013184
	Iteration 32Q: 3 clusters Score -554911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -554912.000000 Penalty: 4215.013184
	Iteration 33Q: 3 clusters Score -554912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -554912.125000 Penalty: 4215.013184
	Iteration 34Q: 3 clusters Score -554912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -554912.062500 Penalty: 4215.013184
	Iteration 35Q: 3 clusters Score -554912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -554913.562500 Penalty: 4215.013184
	Iteration 36Q: 3 clusters Score -554913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -554914.000000 Penalty: 4215.013184
	Iteration 37Q: 3 clusters Score -554914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -554914.937500 Penalty: 4215.013184
	Iteration 38Q: 3 clusters Score -554914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -554915.437500 Penalty: 4215.013184
	Iteration 39Q: 3 clusters Score -554915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -554915.437500 Penalty: 4215.013184
	Iteration 40F: 3 clusters Score -554915.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (175678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175678 members 
Entering Unmasked Estep 
Score: -20707714.000000 Penalty: 2994.949219
	Iteration 0F: 2 clusters Score -2.070771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -20591402.000000 Penalty: 5989.898438
	Iteration 0F: 3 clusters Score -2.05914e+07 nChanged 84089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -20641130.000000 Penalty: 5989.898438
	Iteration 1F: 3 clusters Score -2.064113e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -20642248.000000 Penalty: 5989.898438
	Iteration 2Q: 3 clusters Score -2.064225e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 86854 members 
Entering Unmasked Estep 
Score: -20643534.000000 Penalty: 5989.898438
	Iteration 3Q: 3 clusters Score -2.064353e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -20645226.000000 Penalty: 5989.898438
	Iteration 4Q: 3 clusters Score -2.064523e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -20647740.000000 Penalty: 5989.898438
	Iteration 5Q: 3 clusters Score -2.064774e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -20651188.000000 Penalty: 5989.898438
	Iteration 6Q: 3 clusters Score -2.065119e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -20655912.000000 Penalty: 5989.898438
	Iteration 7F: 3 clusters Score -2.065591e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -20661830.000000 Penalty: 5989.898438
	Iteration 8F: 3 clusters Score -2.066183e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 95660 members 
Entering Unmasked Estep 
Score: -20667596.000000 Penalty: 5989.898438
	Iteration 9F: 3 clusters Score -2.06676e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -20672152.000000 Penalty: 5989.898438
	Iteration 10F: 3 clusters Score -2.067215e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 98971 members 
Entering Unmasked Estep 
Score: -20675662.000000 Penalty: 5989.898438
	Iteration 11Q: 3 clusters Score -2.067566e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 99806 members 
Entering Unmasked Estep 
Score: -20677688.000000 Penalty: 5989.898438
	Iteration 12Q: 3 clusters Score -2.067769e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -20679102.000000 Penalty: 5989.898438
	Iteration 13Q: 3 clusters Score -2.06791e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -20680126.000000 Penalty: 5989.898438
	Iteration 14Q: 3 clusters Score -2.068013e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -20680690.000000 Penalty: 5989.898438
	Iteration 15Q: 3 clusters Score -2.068069e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -20681128.000000 Penalty: 5989.898438
	Iteration 16Q: 3 clusters Score -2.068113e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -20681240.000000 Penalty: 5989.898438
	Iteration 17Q: 3 clusters Score -2.068124e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -20681422.000000 Penalty: 5989.898438
	Iteration 18Q: 3 clusters Score -2.068142e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -20681636.000000 Penalty: 5989.898438
	Iteration 19Q: 3 clusters Score -2.068164e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -20681720.000000 Penalty: 5989.898438
	Iteration 20F: 3 clusters Score -2.068172e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 99823 members 
Entering Unmasked Estep 
Score: -20681768.000000 Penalty: 5989.898438
	Iteration 21Q: 3 clusters Score -2.068177e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -20681880.000000 Penalty: 5989.898438
	Iteration 22Q: 3 clusters Score -2.068188e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -20681880.000000 Penalty: 5989.898438
	Iteration 23Q: 3 clusters Score -2.068188e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -20681866.000000 Penalty: 5989.898438
	Iteration 24Q: 3 clusters Score -2.068187e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 99369 members 
Entering Unmasked Estep 
Score: -20681874.000000 Penalty: 5989.898438
	Iteration 25Q: 3 clusters Score -2.068187e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -20681858.000000 Penalty: 5989.898438
	Iteration 26Q: 3 clusters Score -2.068186e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -20681880.000000 Penalty: 5989.898438
	Iteration 27Q: 3 clusters Score -2.068188e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -20681886.000000 Penalty: 5989.898438
	Iteration 28Q: 3 clusters Score -2.068189e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -20681876.000000 Penalty: 5989.898438
	Iteration 29Q: 3 clusters Score -2.068188e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 98353 members 
Entering Unmasked Estep 
Score: -20681796.000000 Penalty: 5989.898438
	Iteration 30Q: 3 clusters Score -2.06818e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 98091 members 
Entering Unmasked Estep 
Score: -20681860.000000 Penalty: 5989.898438
	Iteration 31Q: 3 clusters Score -2.068186e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -20681830.000000 Penalty: 5989.898438
	Iteration 32Q: 3 clusters Score -2.068183e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -20681872.000000 Penalty: 5989.898438
	Iteration 33Q: 3 clusters Score -2.068187e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78539 members 
Mstep: Class 2 contains 97139 members 
Entering Unmasked Estep 
Score: -20681934.000000 Penalty: 5989.898438
	Iteration 34Q: 3 clusters Score -2.068193e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -20681966.000000 Penalty: 5989.898438
	Iteration 35Q: 3 clusters Score -2.068197e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -20681960.000000 Penalty: 5989.898438
	Iteration 36Q: 3 clusters Score -2.068196e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -20681978.000000 Penalty: 5989.898438
	Iteration 37Q: 3 clusters Score -2.068198e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -20682024.000000 Penalty: 5989.898438
	Iteration 38Q: 3 clusters Score -2.068202e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81061 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -20682006.000000 Penalty: 5989.898438
	Iteration 39Q: 3 clusters Score -2.068201e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
Score: -20681998.000000 Penalty: 5989.898438
	Iteration 40F: 3 clusters Score -2.0682e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -20682044.000000 Penalty: 5989.898438
	Iteration 41Q: 3 clusters Score -2.068204e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -20682060.000000 Penalty: 5989.898438
	Iteration 42Q: 3 clusters Score -2.068206e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
Score: -20682054.000000 Penalty: 5989.898438
	Iteration 43Q: 3 clusters Score -2.068205e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 90209 members 
Entering Unmasked Estep 
Score: -20682096.000000 Penalty: 5989.898438
	Iteration 44Q: 3 clusters Score -2.06821e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86667 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -20682198.000000 Penalty: 5989.898438
	Iteration 45Q: 3 clusters Score -2.06822e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 87603 members 
Entering Unmasked Estep 
Score: -20682382.000000 Penalty: 5989.898438
	Iteration 46Q: 3 clusters Score -2.068238e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -20682502.000000 Penalty: 5989.898438
	Iteration 47Q: 3 clusters Score -2.06825e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -20682700.000000 Penalty: 5989.898438
	Iteration 48Q: 3 clusters Score -2.06827e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -20682964.000000 Penalty: 5989.898438
	Iteration 49Q: 3 clusters Score -2.068296e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -20683320.000000 Penalty: 5989.898438
	Iteration 50Q: 3 clusters Score -2.068332e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -20683616.000000 Penalty: 5989.898438
	Iteration 51Q: 3 clusters Score -2.068362e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -20684072.000000 Penalty: 5989.898438
	Iteration 52Q: 3 clusters Score -2.068407e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -20684516.000000 Penalty: 5989.898438
	Iteration 53Q: 3 clusters Score -2.068452e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -20685100.000000 Penalty: 5989.898438
	Iteration 54Q: 3 clusters Score -2.06851e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111159 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -20685828.000000 Penalty: 5989.898438
	Iteration 55Q: 3 clusters Score -2.068583e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115300 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -20686824.000000 Penalty: 5989.898438
	Iteration 56Q: 3 clusters Score -2.068682e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -20688030.000000 Penalty: 5989.898438
	Iteration 57Q: 3 clusters Score -2.068803e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124444 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -20689480.000000 Penalty: 5989.898438
	Iteration 58Q: 3 clusters Score -2.068948e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129505 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -20691106.000000 Penalty: 5989.898438
	Iteration 59Q: 3 clusters Score -2.069111e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134788 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -20692920.000000 Penalty: 5989.898438
	Iteration 60F: 3 clusters Score -2.069292e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140040 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -20694790.000000 Penalty: 5989.898438
	Iteration 61Q: 3 clusters Score -2.069479e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145134 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -20696580.000000 Penalty: 5989.898438
	Iteration 62Q: 3 clusters Score -2.069658e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149936 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -20698414.000000 Penalty: 5989.898438
	Iteration 63Q: 3 clusters Score -2.069841e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -20699934.000000 Penalty: 5989.898438
	Iteration 64Q: 3 clusters Score -2.069993e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -20701274.000000 Penalty: 5989.898438
	Iteration 65Q: 3 clusters Score -2.070127e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161094 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -20702428.000000 Penalty: 5989.898438
	Iteration 66Q: 3 clusters Score -2.070243e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163675 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -20703258.000000 Penalty: 5989.898438
	Iteration 67Q: 3 clusters Score -2.070326e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -20703922.000000 Penalty: 5989.898438
	Iteration 68Q: 3 clusters Score -2.070392e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167128 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -20704422.000000 Penalty: 5989.898438
	Iteration 69Q: 3 clusters Score -2.070442e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168340 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -20704812.000000 Penalty: 5989.898438
	Iteration 70Q: 3 clusters Score -2.070481e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -20705014.000000 Penalty: 5989.898438
	Iteration 71Q: 3 clusters Score -2.070501e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -20705158.000000 Penalty: 5989.898438
	Iteration 72Q: 3 clusters Score -2.070516e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170632 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -20705246.000000 Penalty: 5989.898438
	Iteration 73Q: 3 clusters Score -2.070525e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171100 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -20705406.000000 Penalty: 5989.898438
	Iteration 74Q: 3 clusters Score -2.070541e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171439 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -20705448.000000 Penalty: 5989.898438
	Iteration 75Q: 3 clusters Score -2.070545e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171720 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -20705530.000000 Penalty: 5989.898438
	Iteration 76Q: 3 clusters Score -2.070553e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171967 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -20705598.000000 Penalty: 5989.898438
	Iteration 77Q: 3 clusters Score -2.07056e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172164 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -20705610.000000 Penalty: 5989.898438
	Iteration 78Q: 3 clusters Score -2.070561e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172332 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -20705666.000000 Penalty: 5989.898438
	Iteration 79Q: 3 clusters Score -2.070567e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -20705732.000000 Penalty: 5989.898438
	Iteration 80F: 3 clusters Score -2.070573e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172559 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -20705782.000000 Penalty: 5989.898438
	Iteration 81Q: 3 clusters Score -2.070578e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -20705768.000000 Penalty: 5989.898438
	Iteration 82Q: 3 clusters Score -2.070577e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172704 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -20705792.000000 Penalty: 5989.898438
	Iteration 83Q: 3 clusters Score -2.070579e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172757 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -20705802.000000 Penalty: 5989.898438
	Iteration 84Q: 3 clusters Score -2.07058e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172797 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -20705820.000000 Penalty: 5989.898438
	Iteration 85Q: 3 clusters Score -2.070582e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172831 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -20705824.000000 Penalty: 5989.898438
	Iteration 86Q: 3 clusters Score -2.070582e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172867 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -20705888.000000 Penalty: 5989.898438
	Iteration 87Q: 3 clusters Score -2.070589e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172903 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -20705858.000000 Penalty: 5989.898438
	Iteration 88Q: 3 clusters Score -2.070586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172925 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -20705872.000000 Penalty: 5989.898438
	Iteration 89Q: 3 clusters Score -2.070587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172941 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -20705886.000000 Penalty: 5989.898438
	Iteration 90Q: 3 clusters Score -2.070589e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -20705924.000000 Penalty: 5989.898438
	Iteration 91Q: 3 clusters Score -2.070592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172976 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -20705924.000000 Penalty: 5989.898438
	Iteration 92Q: 3 clusters Score -2.070592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172994 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -20705904.000000 Penalty: 5989.898438
	Iteration 93Q: 3 clusters Score -2.07059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173015 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -20705934.000000 Penalty: 5989.898438
	Iteration 94Q: 3 clusters Score -2.070593e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173034 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -20705942.000000 Penalty: 5989.898438
	Iteration 95Q: 3 clusters Score -2.070594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173060 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -20705920.000000 Penalty: 5989.898438
	Iteration 96Q: 3 clusters Score -2.070592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173080 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -20705920.000000 Penalty: 5989.898438
	Iteration 97Q: 3 clusters Score -2.070592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173104 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -20705898.000000 Penalty: 5989.898438
	Iteration 98Q: 3 clusters Score -2.07059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -20705912.000000 Penalty: 5989.898438
	Iteration 99Q: 3 clusters Score -2.070591e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173125 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -20705918.000000 Penalty: 5989.898438
	Iteration 100F: 3 clusters Score -2.070592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173139 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -20705906.000000 Penalty: 5989.898438
	Iteration 101Q: 3 clusters Score -2.070591e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173148 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -20705920.000000 Penalty: 5989.898438
	Iteration 102Q: 3 clusters Score -2.070592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173152 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -20705926.000000 Penalty: 5989.898438
	Iteration 103Q: 3 clusters Score -2.070593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173163 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -20705936.000000 Penalty: 5989.898438
	Iteration 104Q: 3 clusters Score -2.070594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173172 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -20705932.000000 Penalty: 5989.898438
	Iteration 105Q: 3 clusters Score -2.070593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173174 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -20705934.000000 Penalty: 5989.898438
	Iteration 106Q: 3 clusters Score -2.070593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173176 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20705938.000000 Penalty: 5989.898438
	Iteration 107Q: 3 clusters Score -2.070594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173178 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -20705936.000000 Penalty: 5989.898438
	Iteration 108Q: 3 clusters Score -2.070594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173176 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20705938.000000 Penalty: 5989.898438
	Iteration 109Q: 3 clusters Score -2.070594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173175 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -20705936.000000 Penalty: 5989.898438
	Iteration 110Q: 3 clusters Score -2.070594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173175 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -20705936.000000 Penalty: 5989.898438
	Iteration 111F: 3 clusters Score -2.070594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Entering Unmasked Estep 
Score: -954163.312500 Penalty: 2233.310059
	Iteration 0F: 2 clusters Score -954163.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -947662.437500 Penalty: 4466.620117
	Iteration 0F: 3 clusters Score -947662.4 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -949408.750000 Penalty: 4466.620117
	Iteration 1F: 3 clusters Score -949408.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -949718.000000 Penalty: 4466.620117
	Iteration 2F: 3 clusters Score -949718 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -949934.437500 Penalty: 4466.620117
	Iteration 3F: 3 clusters Score -949934.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -950115.750000 Penalty: 4466.620117
	Iteration 4Q: 3 clusters Score -950115.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -950307.062500 Penalty: 4466.620117
	Iteration 5Q: 3 clusters Score -950307.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -950499.312500 Penalty: 4466.620117
	Iteration 6Q: 3 clusters Score -950499.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -950698.000000 Penalty: 4466.620117
	Iteration 7Q: 3 clusters Score -950698 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -950895.250000 Penalty: 4466.620117
	Iteration 8Q: 3 clusters Score -950895.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -951132.187500 Penalty: 4466.620117
	Iteration 9Q: 3 clusters Score -951132.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -951360.687500 Penalty: 4466.620117
	Iteration 10Q: 3 clusters Score -951360.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -951538.437500 Penalty: 4466.620117
	Iteration 11Q: 3 clusters Score -951538.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -951711.687500 Penalty: 4466.620117
	Iteration 12Q: 3 clusters Score -951711.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -951846.687500 Penalty: 4466.620117
	Iteration 13Q: 3 clusters Score -951846.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -951929.000000 Penalty: 4466.620117
	Iteration 14Q: 3 clusters Score -951929 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -951972.375000 Penalty: 4466.620117
	Iteration 15Q: 3 clusters Score -951972.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -952014.625000 Penalty: 4466.620117
	Iteration 16Q: 3 clusters Score -952014.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -952037.250000 Penalty: 4466.620117
	Iteration 17Q: 3 clusters Score -952037.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -952057.750000 Penalty: 4466.620117
	Iteration 18Q: 3 clusters Score -952057.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -952069.812500 Penalty: 4466.620117
	Iteration 19Q: 3 clusters Score -952069.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -952082.687500 Penalty: 4466.620117
	Iteration 20F: 3 clusters Score -952082.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -952087.250000 Penalty: 4466.620117
	Iteration 21Q: 3 clusters Score -952087.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -952097.437500 Penalty: 4466.620117
	Iteration 22Q: 3 clusters Score -952097.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -952110.250000 Penalty: 4466.620117
	Iteration 23Q: 3 clusters Score -952110.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -952116.437500 Penalty: 4466.620117
	Iteration 24Q: 3 clusters Score -952116.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -952122.687500 Penalty: 4466.620117
	Iteration 25Q: 3 clusters Score -952122.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -952129.312500 Penalty: 4466.620117
	Iteration 26Q: 3 clusters Score -952129.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -952134.000000 Penalty: 4466.620117
	Iteration 27Q: 3 clusters Score -952134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -952136.625000 Penalty: 4466.620117
	Iteration 28Q: 3 clusters Score -952136.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -952140.250000 Penalty: 4466.620117
	Iteration 29Q: 3 clusters Score -952140.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -952144.562500 Penalty: 4466.620117
	Iteration 30Q: 3 clusters Score -952144.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -952146.562500 Penalty: 4466.620117
	Iteration 31Q: 3 clusters Score -952146.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -952152.125000 Penalty: 4466.620117
	Iteration 32Q: 3 clusters Score -952152.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -952155.437500 Penalty: 4466.620117
	Iteration 33Q: 3 clusters Score -952155.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -952159.250000 Penalty: 4466.620117
	Iteration 34Q: 3 clusters Score -952159.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -952160.062500 Penalty: 4466.620117
	Iteration 35Q: 3 clusters Score -952160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -952161.375000 Penalty: 4466.620117
	Iteration 36Q: 3 clusters Score -952161.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -952162.812500 Penalty: 4466.620117
	Iteration 37Q: 3 clusters Score -952162.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -952167.500000 Penalty: 4466.620117
	Iteration 38Q: 3 clusters Score -952167.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -952168.812500 Penalty: 4466.620117
	Iteration 39Q: 3 clusters Score -952168.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -952172.375000 Penalty: 4466.620117
	Iteration 40F: 3 clusters Score -952172.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -952174.250000 Penalty: 4466.620117
	Iteration 41Q: 3 clusters Score -952174.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -952179.312500 Penalty: 4466.620117
	Iteration 42Q: 3 clusters Score -952179.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -952184.562500 Penalty: 4466.620117
	Iteration 43Q: 3 clusters Score -952184.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -952187.687500 Penalty: 4466.620117
	Iteration 44Q: 3 clusters Score -952187.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -952187.687500 Penalty: 4466.620117
	Iteration 45Q: 3 clusters Score -952187.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -952194.187500 Penalty: 4466.620117
	Iteration 46Q: 3 clusters Score -952194.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -952197.375000 Penalty: 4466.620117
	Iteration 47Q: 3 clusters Score -952197.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -952199.250000 Penalty: 4466.620117
	Iteration 48Q: 3 clusters Score -952199.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -952199.562500 Penalty: 4466.620117
	Iteration 49Q: 3 clusters Score -952199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -952203.062500 Penalty: 4466.620117
	Iteration 50Q: 3 clusters Score -952203.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -952206.437500 Penalty: 4466.620117
	Iteration 51Q: 3 clusters Score -952206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -952205.375000 Penalty: 4466.620117
	Iteration 52Q: 3 clusters Score -952205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -952205.687500 Penalty: 4466.620117
	Iteration 53Q: 3 clusters Score -952205.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -952206.250000 Penalty: 4466.620117
	Iteration 54Q: 3 clusters Score -952206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -952206.875000 Penalty: 4466.620117
	Iteration 55Q: 3 clusters Score -952206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -952208.437500 Penalty: 4466.620117
	Iteration 56Q: 3 clusters Score -952208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -952212.187500 Penalty: 4466.620117
	Iteration 57Q: 3 clusters Score -952212.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -952214.812500 Penalty: 4466.620117
	Iteration 58Q: 3 clusters Score -952214.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -952218.625000 Penalty: 4466.620117
	Iteration 59Q: 3 clusters Score -952218.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -952223.375000 Penalty: 4466.620117
	Iteration 60F: 3 clusters Score -952223.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -952227.625000 Penalty: 4466.620117
	Iteration 61Q: 3 clusters Score -952227.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -952231.062500 Penalty: 4466.620117
	Iteration 62Q: 3 clusters Score -952231.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -952234.312500 Penalty: 4466.620117
	Iteration 63Q: 3 clusters Score -952234.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -952234.187500 Penalty: 4466.620117
	Iteration 64Q: 3 clusters Score -952234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -952237.187500 Penalty: 4466.620117
	Iteration 65Q: 3 clusters Score -952237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -952235.750000 Penalty: 4466.620117
	Iteration 66Q: 3 clusters Score -952235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -952237.062500 Penalty: 4466.620117
	Iteration 67Q: 3 clusters Score -952237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -952238.625000 Penalty: 4466.620117
	Iteration 68Q: 3 clusters Score -952238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -952237.500000 Penalty: 4466.620117
	Iteration 69Q: 3 clusters Score -952237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -952238.000000 Penalty: 4466.620117
	Iteration 70Q: 3 clusters Score -952238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -952237.750000 Penalty: 4466.620117
	Iteration 71Q: 3 clusters Score -952237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -952241.062500 Penalty: 4466.620117
	Iteration 72Q: 3 clusters Score -952241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -952240.812500 Penalty: 4466.620117
	Iteration 73Q: 3 clusters Score -952240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -952243.187500 Penalty: 4466.620117
	Iteration 74Q: 3 clusters Score -952243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -952241.562500 Penalty: 4466.620117
	Iteration 75Q: 3 clusters Score -952241.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -952241.562500 Penalty: 4466.620117
	Iteration 76F: 3 clusters Score -952241.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Entering Unmasked Estep 
Score: -4748654.000000 Penalty: 2633.210449
	Iteration 0F: 2 clusters Score -4748654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -4720993.500000 Penalty: 5266.420898
	Iteration 0F: 3 clusters Score -4720994 nChanged 18599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4731377.000000 Penalty: 5266.420898
	Iteration 1F: 3 clusters Score -4731377 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -4732212.500000 Penalty: 5266.420898
	Iteration 2F: 3 clusters Score -4732212 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -4733129.000000 Penalty: 5266.420898
	Iteration 3F: 3 clusters Score -4733129 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -4734200.000000 Penalty: 5266.420898
	Iteration 4F: 3 clusters Score -4734200 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4735477.500000 Penalty: 5266.420898
	Iteration 5F: 3 clusters Score -4735478 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4737002.500000 Penalty: 5266.420898
	Iteration 6F: 3 clusters Score -4737002 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4738716.500000 Penalty: 5266.420898
	Iteration 7F: 3 clusters Score -4738716 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4740593.500000 Penalty: 5266.420898
	Iteration 8F: 3 clusters Score -4740594 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4742396.000000 Penalty: 5266.420898
	Iteration 9F: 3 clusters Score -4742396 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4743917.500000 Penalty: 5266.420898
	Iteration 10Q: 3 clusters Score -4743918 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4745000.000000 Penalty: 5266.420898
	Iteration 11Q: 3 clusters Score -4745000 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4745596.000000 Penalty: 5266.420898
	Iteration 12Q: 3 clusters Score -4745596 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4745929.000000 Penalty: 5266.420898
	Iteration 13Q: 3 clusters Score -4745929 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4746107.500000 Penalty: 5266.420898
	Iteration 14Q: 3 clusters Score -4746108 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4746229.500000 Penalty: 5266.420898
	Iteration 15Q: 3 clusters Score -4746230 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4746289.000000 Penalty: 5266.420898
	Iteration 16Q: 3 clusters Score -4746289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4746314.500000 Penalty: 5266.420898
	Iteration 17Q: 3 clusters Score -4746314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4746347.500000 Penalty: 5266.420898
	Iteration 18Q: 3 clusters Score -4746348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4746375.500000 Penalty: 5266.420898
	Iteration 19Q: 3 clusters Score -4746376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4746395.500000 Penalty: 5266.420898
	Iteration 20F: 3 clusters Score -4746396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4746421.500000 Penalty: 5266.420898
	Iteration 21Q: 3 clusters Score -4746422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4746447.000000 Penalty: 5266.420898
	Iteration 22Q: 3 clusters Score -4746447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4746470.500000 Penalty: 5266.420898
	Iteration 23Q: 3 clusters Score -4746470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4746481.500000 Penalty: 5266.420898
	Iteration 24Q: 3 clusters Score -4746482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4746484.000000 Penalty: 5266.420898
	Iteration 25Q: 3 clusters Score -4746484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4746484.000000 Penalty: 5266.420898
	Iteration 26Q: 3 clusters Score -4746484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4746494.000000 Penalty: 5266.420898
	Iteration 27Q: 3 clusters Score -4746494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4746498.500000 Penalty: 5266.420898
	Iteration 28Q: 3 clusters Score -4746498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4746501.500000 Penalty: 5266.420898
	Iteration 29Q: 3 clusters Score -4746502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4746504.000000 Penalty: 5266.420898
	Iteration 30Q: 3 clusters Score -4746504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4746504.000000 Penalty: 5266.420898
	Iteration 31F: 3 clusters Score -4746504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Entering Unmasked Estep 
Score: -597707.250000 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -597707.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -592589.062500 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -592589.1 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -593960.500000 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -593960.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -594313.125000 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -594313.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -594642.625000 Penalty: 4311.974609
	Iteration 3F: 3 clusters Score -594642.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -594925.937500 Penalty: 4311.974609
	Iteration 4F: 3 clusters Score -594925.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -595218.562500 Penalty: 4311.974609
	Iteration 5F: 3 clusters Score -595218.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -595572.875000 Penalty: 4311.974609
	Iteration 6F: 3 clusters Score -595572.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -595884.250000 Penalty: 4311.974609
	Iteration 7F: 3 clusters Score -595884.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -596105.125000 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -596105.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -596256.687500 Penalty: 4311.974609
	Iteration 9Q: 3 clusters Score -596256.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -596344.875000 Penalty: 4311.974609
	Iteration 10Q: 3 clusters Score -596344.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -596414.625000 Penalty: 4311.974609
	Iteration 11Q: 3 clusters Score -596414.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -596451.812500 Penalty: 4311.974609
	Iteration 12Q: 3 clusters Score -596451.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -596483.437500 Penalty: 4311.974609
	Iteration 13Q: 3 clusters Score -596483.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -596524.375000 Penalty: 4311.974609
	Iteration 14Q: 3 clusters Score -596524.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -596555.000000 Penalty: 4311.974609
	Iteration 15Q: 3 clusters Score -596555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -596575.750000 Penalty: 4311.974609
	Iteration 16Q: 3 clusters Score -596575.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -596590.562500 Penalty: 4311.974609
	Iteration 17Q: 3 clusters Score -596590.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -596600.937500 Penalty: 4311.974609
	Iteration 18Q: 3 clusters Score -596600.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -596609.937500 Penalty: 4311.974609
	Iteration 19Q: 3 clusters Score -596609.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -596616.687500 Penalty: 4311.974609
	Iteration 20F: 3 clusters Score -596616.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -596621.437500 Penalty: 4311.974609
	Iteration 21Q: 3 clusters Score -596621.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -596624.437500 Penalty: 4311.974609
	Iteration 22Q: 3 clusters Score -596624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -596624.562500 Penalty: 4311.974609
	Iteration 23Q: 3 clusters Score -596624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -596624.875000 Penalty: 4311.974609
	Iteration 24Q: 3 clusters Score -596624.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -596627.000000 Penalty: 4311.974609
	Iteration 25Q: 3 clusters Score -596627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -596629.875000 Penalty: 4311.974609
	Iteration 26Q: 3 clusters Score -596629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -596631.625000 Penalty: 4311.974609
	Iteration 27Q: 3 clusters Score -596631.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -596634.500000 Penalty: 4311.974609
	Iteration 28Q: 3 clusters Score -596634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -596634.750000 Penalty: 4311.974609
	Iteration 29Q: 3 clusters Score -596634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -596637.750000 Penalty: 4311.974609
	Iteration 30Q: 3 clusters Score -596637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -596639.375000 Penalty: 4311.974609
	Iteration 31Q: 3 clusters Score -596639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -596641.625000 Penalty: 4311.974609
	Iteration 32Q: 3 clusters Score -596641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -596642.000000 Penalty: 4311.974609
	Iteration 33Q: 3 clusters Score -596642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -596642.750000 Penalty: 4311.974609
	Iteration 34Q: 3 clusters Score -596642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -596643.250000 Penalty: 4311.974609
	Iteration 35Q: 3 clusters Score -596643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -596643.250000 Penalty: 4311.974609
	Iteration 36Q: 3 clusters Score -596643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -596643.625000 Penalty: 4311.974609
	Iteration 37Q: 3 clusters Score -596643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -596642.187500 Penalty: 4311.974609
	Iteration 38Q: 3 clusters Score -596642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -596643.125000 Penalty: 4311.974609
	Iteration 39Q: 3 clusters Score -596643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -596645.187500 Penalty: 4311.974609
	Iteration 40F: 3 clusters Score -596645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -596646.437500 Penalty: 4311.974609
	Iteration 41Q: 3 clusters Score -596646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -596645.375000 Penalty: 4311.974609
	Iteration 42Q: 3 clusters Score -596645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -596646.500000 Penalty: 4311.974609
	Iteration 43Q: 3 clusters Score -596646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -596648.875000 Penalty: 4311.974609
	Iteration 44Q: 3 clusters Score -596648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -596648.562500 Penalty: 4311.974609
	Iteration 45Q: 3 clusters Score -596648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -596650.000000 Penalty: 4311.974609
	Iteration 46Q: 3 clusters Score -596650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -596650.625000 Penalty: 4311.974609
	Iteration 47Q: 3 clusters Score -596650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -596651.625000 Penalty: 4311.974609
	Iteration 48Q: 3 clusters Score -596651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -596651.250000 Penalty: 4311.974609
	Iteration 49Q: 3 clusters Score -596651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -596651.812500 Penalty: 4311.974609
	Iteration 50Q: 3 clusters Score -596651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -596652.500000 Penalty: 4311.974609
	Iteration 51Q: 3 clusters Score -596652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -596652.500000 Penalty: 4311.974609
	Iteration 52F: 3 clusters Score -596652.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -72298.882812 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -72298.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70780.109375 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -70780.11 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71131.015625 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -71131.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71320.234375 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -71320.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71446.046875 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -71446.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71542.093750 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -71542.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71584.335938 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -71584.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71607.226562 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -71607.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71627.328125 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -71627.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71649.921875 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -71649.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71680.007812 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -71680.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71697.304688 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -71697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71708.140625 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -71708.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71723.171875 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -71723.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71739.132812 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -71739.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71756.437500 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -71756.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -71773.781250 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -71773.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71786.226562 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -71786.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71790.296875 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -71790.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71790.296875 Penalty: 3150.904053
	Iteration 18F: 3 clusters Score -71790.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -642757.875000 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -642757.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -637913.187500 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -637913.2 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -639091.250000 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -639091.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -639364.187500 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -639364.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -639518.625000 Penalty: 4276.558105
	Iteration 3F: 3 clusters Score -639518.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -639617.500000 Penalty: 4276.558105
	Iteration 4Q: 3 clusters Score -639617.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -639706.062500 Penalty: 4276.558105
	Iteration 5Q: 3 clusters Score -639706.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -639796.000000 Penalty: 4276.558105
	Iteration 6Q: 3 clusters Score -639796 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -639880.125000 Penalty: 4276.558105
	Iteration 7Q: 3 clusters Score -639880.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -639946.500000 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -639946.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -640003.437500 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -640003.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -640054.812500 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -640054.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -640106.500000 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -640106.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -640177.875000 Penalty: 4276.558105
	Iteration 12Q: 3 clusters Score -640177.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -640276.187500 Penalty: 4276.558105
	Iteration 13Q: 3 clusters Score -640276.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -640386.437500 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -640386.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -640487.500000 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -640487.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -640590.250000 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -640590.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -640681.187500 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -640681.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -640751.875000 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -640751.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -640805.000000 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -640805 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -640846.250000 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -640846.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -640874.687500 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -640874.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -640892.625000 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -640892.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -640907.812500 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -640907.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -640916.687500 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -640916.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -640925.000000 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -640925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -640932.187500 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -640932.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -640940.312500 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -640940.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -640948.625000 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -640948.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -640957.062500 Penalty: 4276.558105
	Iteration 29Q: 3 clusters Score -640957.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -640963.500000 Penalty: 4276.558105
	Iteration 30Q: 3 clusters Score -640963.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -640969.000000 Penalty: 4276.558105
	Iteration 31Q: 3 clusters Score -640969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -640973.312500 Penalty: 4276.558105
	Iteration 32Q: 3 clusters Score -640973.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -640980.500000 Penalty: 4276.558105
	Iteration 33Q: 3 clusters Score -640980.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -640989.500000 Penalty: 4276.558105
	Iteration 34Q: 3 clusters Score -640989.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -641000.750000 Penalty: 4276.558105
	Iteration 35Q: 3 clusters Score -641000.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -641013.375000 Penalty: 4276.558105
	Iteration 36Q: 3 clusters Score -641013.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -641033.062500 Penalty: 4276.558105
	Iteration 37Q: 3 clusters Score -641033.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -641052.562500 Penalty: 4276.558105
	Iteration 38Q: 3 clusters Score -641052.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -641068.125000 Penalty: 4276.558105
	Iteration 39Q: 3 clusters Score -641068.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -641079.562500 Penalty: 4276.558105
	Iteration 40F: 3 clusters Score -641079.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -641090.812500 Penalty: 4276.558105
	Iteration 41Q: 3 clusters Score -641090.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -641098.125000 Penalty: 4276.558105
	Iteration 42Q: 3 clusters Score -641098.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -641107.812500 Penalty: 4276.558105
	Iteration 43Q: 3 clusters Score -641107.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -641113.125000 Penalty: 4276.558105
	Iteration 44Q: 3 clusters Score -641113.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -641120.687500 Penalty: 4276.558105
	Iteration 45Q: 3 clusters Score -641120.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -641128.500000 Penalty: 4276.558105
	Iteration 46Q: 3 clusters Score -641128.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -641138.750000 Penalty: 4276.558105
	Iteration 47Q: 3 clusters Score -641138.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -641149.937500 Penalty: 4276.558105
	Iteration 48Q: 3 clusters Score -641149.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -641163.312500 Penalty: 4276.558105
	Iteration 49Q: 3 clusters Score -641163.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -641173.750000 Penalty: 4276.558105
	Iteration 50Q: 3 clusters Score -641173.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -641184.812500 Penalty: 4276.558105
	Iteration 51Q: 3 clusters Score -641184.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -641192.937500 Penalty: 4276.558105
	Iteration 52Q: 3 clusters Score -641192.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -641197.125000 Penalty: 4276.558105
	Iteration 53Q: 3 clusters Score -641197.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -641202.875000 Penalty: 4276.558105
	Iteration 54Q: 3 clusters Score -641202.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -641210.562500 Penalty: 4276.558105
	Iteration 55Q: 3 clusters Score -641210.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -641215.875000 Penalty: 4276.558105
	Iteration 56Q: 3 clusters Score -641215.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -641220.875000 Penalty: 4276.558105
	Iteration 57Q: 3 clusters Score -641220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -641224.750000 Penalty: 4276.558105
	Iteration 58Q: 3 clusters Score -641224.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -641228.750000 Penalty: 4276.558105
	Iteration 59Q: 3 clusters Score -641228.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -641232.062500 Penalty: 4276.558105
	Iteration 60F: 3 clusters Score -641232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -641232.562500 Penalty: 4276.558105
	Iteration 61Q: 3 clusters Score -641232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -641234.687500 Penalty: 4276.558105
	Iteration 62Q: 3 clusters Score -641234.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -641234.937500 Penalty: 4276.558105
	Iteration 63Q: 3 clusters Score -641234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -641236.500000 Penalty: 4276.558105
	Iteration 64Q: 3 clusters Score -641236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -641238.062500 Penalty: 4276.558105
	Iteration 65Q: 3 clusters Score -641238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -641238.437500 Penalty: 4276.558105
	Iteration 66Q: 3 clusters Score -641238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -641238.437500 Penalty: 4276.558105
	Iteration 67F: 3 clusters Score -641238.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -332748.343750 Penalty: 1974.506226
	Iteration 0F: 2 clusters Score -332748.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -329596.812500 Penalty: 3949.012451
	Iteration 0F: 3 clusters Score -329596.8 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -330253.093750 Penalty: 3949.012451
	Iteration 1F: 3 clusters Score -330253.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -330405.843750 Penalty: 3949.012451
	Iteration 2F: 3 clusters Score -330405.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -330528.437500 Penalty: 3949.012451
	Iteration 3Q: 3 clusters Score -330528.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -330628.406250 Penalty: 3949.012451
	Iteration 4Q: 3 clusters Score -330628.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -330722.156250 Penalty: 3949.012451
	Iteration 5Q: 3 clusters Score -330722.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -330803.312500 Penalty: 3949.012451
	Iteration 6Q: 3 clusters Score -330803.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -330855.500000 Penalty: 3949.012451
	Iteration 7Q: 3 clusters Score -330855.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -330900.187500 Penalty: 3949.012451
	Iteration 8Q: 3 clusters Score -330900.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330950.562500 Penalty: 3949.012451
	Iteration 9Q: 3 clusters Score -330950.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -330996.625000 Penalty: 3949.012451
	Iteration 10Q: 3 clusters Score -330996.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -331039.875000 Penalty: 3949.012451
	Iteration 11Q: 3 clusters Score -331039.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -331076.187500 Penalty: 3949.012451
	Iteration 12Q: 3 clusters Score -331076.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -331107.718750 Penalty: 3949.012451
	Iteration 13Q: 3 clusters Score -331107.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -331140.562500 Penalty: 3949.012451
	Iteration 14Q: 3 clusters Score -331140.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -331168.531250 Penalty: 3949.012451
	Iteration 15Q: 3 clusters Score -331168.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -331182.875000 Penalty: 3949.012451
	Iteration 16Q: 3 clusters Score -331182.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -331191.093750 Penalty: 3949.012451
	Iteration 17Q: 3 clusters Score -331191.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -331198.187500 Penalty: 3949.012451
	Iteration 18Q: 3 clusters Score -331198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -331204.187500 Penalty: 3949.012451
	Iteration 19Q: 3 clusters Score -331204.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -331210.375000 Penalty: 3949.012451
	Iteration 20F: 3 clusters Score -331210.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -331215.656250 Penalty: 3949.012451
	Iteration 21Q: 3 clusters Score -331215.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -331219.312500 Penalty: 3949.012451
	Iteration 22Q: 3 clusters Score -331219.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -331223.968750 Penalty: 3949.012451
	Iteration 23Q: 3 clusters Score -331224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -331228.750000 Penalty: 3949.012451
	Iteration 24Q: 3 clusters Score -331228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -331233.281250 Penalty: 3949.012451
	Iteration 25Q: 3 clusters Score -331233.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -331239.187500 Penalty: 3949.012451
	Iteration 26Q: 3 clusters Score -331239.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -331245.718750 Penalty: 3949.012451
	Iteration 27Q: 3 clusters Score -331245.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -331251.250000 Penalty: 3949.012451
	Iteration 28Q: 3 clusters Score -331251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -331253.281250 Penalty: 3949.012451
	Iteration 29Q: 3 clusters Score -331253.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -331256.906250 Penalty: 3949.012451
	Iteration 30Q: 3 clusters Score -331256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -331259.625000 Penalty: 3949.012451
	Iteration 31Q: 3 clusters Score -331259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -331263.062500 Penalty: 3949.012451
	Iteration 32Q: 3 clusters Score -331263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -331264.531250 Penalty: 3949.012451
	Iteration 33Q: 3 clusters Score -331264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -331267.562500 Penalty: 3949.012451
	Iteration 34Q: 3 clusters Score -331267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -331267.875000 Penalty: 3949.012451
	Iteration 35Q: 3 clusters Score -331267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -331269.468750 Penalty: 3949.012451
	Iteration 36Q: 3 clusters Score -331269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -331270.125000 Penalty: 3949.012451
	Iteration 37Q: 3 clusters Score -331270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -331270.062500 Penalty: 3949.012451
	Iteration 38Q: 3 clusters Score -331270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -331270.062500 Penalty: 3949.012451
	Iteration 39F: 3 clusters Score -331270.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -265693.843750 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -265693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -262873.656250 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -262873.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -263354.062500 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -263354.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -263485.500000 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -263485.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -263551.656250 Penalty: 3833.294434
	Iteration 3Q: 3 clusters Score -263551.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -263596.593750 Penalty: 3833.294434
	Iteration 4Q: 3 clusters Score -263596.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263625.562500 Penalty: 3833.294434
	Iteration 5Q: 3 clusters Score -263625.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -263647.437500 Penalty: 3833.294434
	Iteration 6Q: 3 clusters Score -263647.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -263664.937500 Penalty: 3833.294434
	Iteration 7Q: 3 clusters Score -263664.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -263681.093750 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -263681.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -263698.093750 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -263698.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -263716.312500 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -263716.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -263731.156250 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -263731.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -263742.625000 Penalty: 3833.294434
	Iteration 12Q: 3 clusters Score -263742.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -263751.250000 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -263751.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -263759.781250 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -263759.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -263770.125000 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -263770.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -263777.406250 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -263777.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -263785.937500 Penalty: 3833.294434
	Iteration 17Q: 3 clusters Score -263785.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -263789.843750 Penalty: 3833.294434
	Iteration 18Q: 3 clusters Score -263789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -263794.281250 Penalty: 3833.294434
	Iteration 19Q: 3 clusters Score -263794.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -263800.968750 Penalty: 3833.294434
	Iteration 20F: 3 clusters Score -263801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -263807.781250 Penalty: 3833.294434
	Iteration 21Q: 3 clusters Score -263807.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -263816.843750 Penalty: 3833.294434
	Iteration 22Q: 3 clusters Score -263816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -263822.250000 Penalty: 3833.294434
	Iteration 23Q: 3 clusters Score -263822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -263825.218750 Penalty: 3833.294434
	Iteration 24Q: 3 clusters Score -263825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -263827.500000 Penalty: 3833.294434
	Iteration 25Q: 3 clusters Score -263827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -263829.281250 Penalty: 3833.294434
	Iteration 26Q: 3 clusters Score -263829.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -263834.843750 Penalty: 3833.294434
	Iteration 27Q: 3 clusters Score -263834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -263837.812500 Penalty: 3833.294434
	Iteration 28Q: 3 clusters Score -263837.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -263843.218750 Penalty: 3833.294434
	Iteration 29Q: 3 clusters Score -263843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -263849.468750 Penalty: 3833.294434
	Iteration 30Q: 3 clusters Score -263849.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -263858.000000 Penalty: 3833.294434
	Iteration 31Q: 3 clusters Score -263858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -263865.812500 Penalty: 3833.294434
	Iteration 32Q: 3 clusters Score -263865.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -263878.843750 Penalty: 3833.294434
	Iteration 33Q: 3 clusters Score -263878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -263888.343750 Penalty: 3833.294434
	Iteration 34Q: 3 clusters Score -263888.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -263897.656250 Penalty: 3833.294434
	Iteration 35Q: 3 clusters Score -263897.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -263909.531250 Penalty: 3833.294434
	Iteration 36Q: 3 clusters Score -263909.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -263918.093750 Penalty: 3833.294434
	Iteration 37Q: 3 clusters Score -263918.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -263924.875000 Penalty: 3833.294434
	Iteration 38Q: 3 clusters Score -263924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -263929.250000 Penalty: 3833.294434
	Iteration 39Q: 3 clusters Score -263929.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -263937.812500 Penalty: 3833.294434
	Iteration 40F: 3 clusters Score -263937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -263944.656250 Penalty: 3833.294434
	Iteration 41Q: 3 clusters Score -263944.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -263952.906250 Penalty: 3833.294434
	Iteration 42Q: 3 clusters Score -263952.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -263957.531250 Penalty: 3833.294434
	Iteration 43Q: 3 clusters Score -263957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -263959.375000 Penalty: 3833.294434
	Iteration 44Q: 3 clusters Score -263959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -263960.937500 Penalty: 3833.294434
	Iteration 45Q: 3 clusters Score -263960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -263965.156250 Penalty: 3833.294434
	Iteration 46Q: 3 clusters Score -263965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -263969.406250 Penalty: 3833.294434
	Iteration 47Q: 3 clusters Score -263969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -263974.187500 Penalty: 3833.294434
	Iteration 48Q: 3 clusters Score -263974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -263978.375000 Penalty: 3833.294434
	Iteration 49Q: 3 clusters Score -263978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -263981.437500 Penalty: 3833.294434
	Iteration 50Q: 3 clusters Score -263981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -263986.187500 Penalty: 3833.294434
	Iteration 51Q: 3 clusters Score -263986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -263992.687500 Penalty: 3833.294434
	Iteration 52Q: 3 clusters Score -263992.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -263996.937500 Penalty: 3833.294434
	Iteration 53Q: 3 clusters Score -263996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -264002.031250 Penalty: 3833.294434
	Iteration 54Q: 3 clusters Score -264002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -264005.875000 Penalty: 3833.294434
	Iteration 55Q: 3 clusters Score -264005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -264008.750000 Penalty: 3833.294434
	Iteration 56Q: 3 clusters Score -264008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -264011.812500 Penalty: 3833.294434
	Iteration 57Q: 3 clusters Score -264011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -264012.906250 Penalty: 3833.294434
	Iteration 58Q: 3 clusters Score -264012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -264014.156250 Penalty: 3833.294434
	Iteration 59Q: 3 clusters Score -264014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -264015.343750 Penalty: 3833.294434
	Iteration 60F: 3 clusters Score -264015.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Entering Unmasked Estep 
Score: -1141150.625000 Penalty: 2281.546631
	Iteration 0F: 2 clusters Score -1141151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1133549.875000 Penalty: 4563.093262
	Iteration 0F: 3 clusters Score -1133550 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1135864.875000 Penalty: 4563.093262
	Iteration 1F: 3 clusters Score -1135865 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1136219.875000 Penalty: 4563.093262
	Iteration 2F: 3 clusters Score -1136220 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1136485.625000 Penalty: 4563.093262
	Iteration 3F: 3 clusters Score -1136486 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1136761.625000 Penalty: 4563.093262
	Iteration 4Q: 3 clusters Score -1136762 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1137013.875000 Penalty: 4563.093262
	Iteration 5Q: 3 clusters Score -1137014 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1137243.500000 Penalty: 4563.093262
	Iteration 6Q: 3 clusters Score -1137244 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1137440.250000 Penalty: 4563.093262
	Iteration 7Q: 3 clusters Score -1137440 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1137642.125000 Penalty: 4563.093262
	Iteration 8Q: 3 clusters Score -1137642 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1137901.875000 Penalty: 4563.093262
	Iteration 9Q: 3 clusters Score -1137902 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1138256.250000 Penalty: 4563.093262
	Iteration 10Q: 3 clusters Score -1138256 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1138635.625000 Penalty: 4563.093262
	Iteration 11Q: 3 clusters Score -1138636 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1139008.750000 Penalty: 4563.093262
	Iteration 12Q: 3 clusters Score -1139009 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1139340.375000 Penalty: 4563.093262
	Iteration 13Q: 3 clusters Score -1139340 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1139588.500000 Penalty: 4563.093262
	Iteration 14Q: 3 clusters Score -1139588 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1139772.625000 Penalty: 4563.093262
	Iteration 15Q: 3 clusters Score -1139773 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1139934.375000 Penalty: 4563.093262
	Iteration 16Q: 3 clusters Score -1139934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1140023.000000 Penalty: 4563.093262
	Iteration 17Q: 3 clusters Score -1140023 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1140086.375000 Penalty: 4563.093262
	Iteration 18Q: 3 clusters Score -1140086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1140134.125000 Penalty: 4563.093262
	Iteration 19Q: 3 clusters Score -1140134 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1140175.375000 Penalty: 4563.093262
	Iteration 20F: 3 clusters Score -1140175 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1140198.875000 Penalty: 4563.093262
	Iteration 21Q: 3 clusters Score -1140199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1140219.750000 Penalty: 4563.093262
	Iteration 22Q: 3 clusters Score -1140220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1140236.125000 Penalty: 4563.093262
	Iteration 23Q: 3 clusters Score -1140236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1140250.375000 Penalty: 4563.093262
	Iteration 24Q: 3 clusters Score -1140250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1140254.375000 Penalty: 4563.093262
	Iteration 25Q: 3 clusters Score -1140254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1140259.625000 Penalty: 4563.093262
	Iteration 26Q: 3 clusters Score -1140260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1140262.250000 Penalty: 4563.093262
	Iteration 27Q: 3 clusters Score -1140262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1140263.750000 Penalty: 4563.093262
	Iteration 28Q: 3 clusters Score -1140264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1140266.375000 Penalty: 4563.093262
	Iteration 29Q: 3 clusters Score -1140266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1140265.875000 Penalty: 4563.093262
	Iteration 30Q: 3 clusters Score -1140266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1140266.500000 Penalty: 4563.093262
	Iteration 31Q: 3 clusters Score -1140266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1140268.375000 Penalty: 4563.093262
	Iteration 32Q: 3 clusters Score -1140268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1140269.000000 Penalty: 4563.093262
	Iteration 33Q: 3 clusters Score -1140269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1140269.000000 Penalty: 4563.093262
	Iteration 34Q: 3 clusters Score -1140269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1140268.750000 Penalty: 4563.093262
	Iteration 35Q: 3 clusters Score -1140269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1140268.500000 Penalty: 4563.093262
	Iteration 36Q: 3 clusters Score -1140268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1140268.625000 Penalty: 4563.093262
	Iteration 37Q: 3 clusters Score -1140269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1140268.875000 Penalty: 4563.093262
	Iteration 38Q: 3 clusters Score -1140269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1140268.625000 Penalty: 4563.093262
	Iteration 39Q: 3 clusters Score -1140269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1140270.000000 Penalty: 4563.093262
	Iteration 40F: 3 clusters Score -1140270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1140270.125000 Penalty: 4563.093262
	Iteration 41Q: 3 clusters Score -1140270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1140270.750000 Penalty: 4563.093262
	Iteration 42Q: 3 clusters Score -1140271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1140272.875000 Penalty: 4563.093262
	Iteration 43Q: 3 clusters Score -1140273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1140273.750000 Penalty: 4563.093262
	Iteration 44Q: 3 clusters Score -1140274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1140274.250000 Penalty: 4563.093262
	Iteration 45Q: 3 clusters Score -1140274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1140273.875000 Penalty: 4563.093262
	Iteration 46Q: 3 clusters Score -1140274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1140273.375000 Penalty: 4563.093262
	Iteration 47Q: 3 clusters Score -1140273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1140272.625000 Penalty: 4563.093262
	Iteration 48Q: 3 clusters Score -1140273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1140272.625000 Penalty: 4563.093262
	Iteration 49F: 3 clusters Score -1140273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -240091.515625 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -240091.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -237446.546875 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -237446.5 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -237946.984375 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -237947 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -238070.609375 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -238070.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -238130.125000 Penalty: 3771.780518
	Iteration 3Q: 3 clusters Score -238130.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -238166.921875 Penalty: 3771.780518
	Iteration 4Q: 3 clusters Score -238166.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -238191.406250 Penalty: 3771.780518
	Iteration 5Q: 3 clusters Score -238191.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -238208.250000 Penalty: 3771.780518
	Iteration 6Q: 3 clusters Score -238208.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -238222.187500 Penalty: 3771.780518
	Iteration 7Q: 3 clusters Score -238222.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -238232.781250 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -238232.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -238240.984375 Penalty: 3771.780518
	Iteration 9Q: 3 clusters Score -238241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -238248.703125 Penalty: 3771.780518
	Iteration 10Q: 3 clusters Score -238248.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -238254.218750 Penalty: 3771.780518
	Iteration 11Q: 3 clusters Score -238254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -238259.609375 Penalty: 3771.780518
	Iteration 12Q: 3 clusters Score -238259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -238263.093750 Penalty: 3771.780518
	Iteration 13Q: 3 clusters Score -238263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238263.968750 Penalty: 3771.780518
	Iteration 14Q: 3 clusters Score -238264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238264.875000 Penalty: 3771.780518
	Iteration 15Q: 3 clusters Score -238264.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238264.875000 Penalty: 3771.780518
	Iteration 16F: 3 clusters Score -238264.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -53408.964844 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -53408.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51940.773438 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -51940.77 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52357.386719 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -52357.39 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52689.871094 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -52689.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52983.152344 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -52983.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53201.476562 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -53201.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53288.890625 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -53288.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53334.953125 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -53334.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53347.128906 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -53347.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53354.609375 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -53354.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53356.683594 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -53356.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53356.683594 Penalty: 3150.039307
	Iteration 10F: 3 clusters Score -53356.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -217580.718750 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -217580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -215347.937500 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -215347.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -216137.859375 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -216137.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -216401.625000 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -216401.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -216561.171875 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -216561.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -216657.828125 Penalty: 3649.031494
	Iteration 4Q: 3 clusters Score -216657.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -216719.609375 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -216719.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -216759.296875 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -216759.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -216812.390625 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -216812.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -216901.765625 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -216901.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -217094.421875 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -217094.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -217225.921875 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -217225.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -217304.109375 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -217304.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -217346.906250 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -217346.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -217358.890625 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -217358.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -217370.078125 Penalty: 3649.031494
	Iteration 14Q: 3 clusters Score -217370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -217378.734375 Penalty: 3649.031494
	Iteration 15Q: 3 clusters Score -217378.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -217389.500000 Penalty: 3649.031494
	Iteration 16Q: 3 clusters Score -217389.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -217393.171875 Penalty: 3649.031494
	Iteration 17Q: 3 clusters Score -217393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -217395.031250 Penalty: 3649.031494
	Iteration 18Q: 3 clusters Score -217395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -217395.578125 Penalty: 3649.031494
	Iteration 19F: 3 clusters Score -217395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -217396.296875 Penalty: 3649.031494
	Iteration 20F: 3 clusters Score -217396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -217397.906250 Penalty: 3649.031494
	Iteration 21Q: 3 clusters Score -217397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -217397.906250 Penalty: 3649.031494
	Iteration 22F: 3 clusters Score -217397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Entering Unmasked Estep 
Score: -999451.125000 Penalty: 2244.704346
	Iteration 0F: 2 clusters Score -999451.1 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 4261 members 
Entering Unmasked Estep 
Score: -992693.250000 Penalty: 4489.408691
	Iteration 0F: 3 clusters Score -992693.2 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -994601.500000 Penalty: 4489.408691
	Iteration 1F: 3 clusters Score -994601.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -994916.750000 Penalty: 4489.408691
	Iteration 2F: 3 clusters Score -994916.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -995155.187500 Penalty: 4489.408691
	Iteration 3F: 3 clusters Score -995155.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -995343.312500 Penalty: 4489.408691
	Iteration 4Q: 3 clusters Score -995343.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -995536.562500 Penalty: 4489.408691
	Iteration 5Q: 3 clusters Score -995536.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -995700.500000 Penalty: 4489.408691
	Iteration 6Q: 3 clusters Score -995700.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -995853.312500 Penalty: 4489.408691
	Iteration 7Q: 3 clusters Score -995853.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -996009.750000 Penalty: 4489.408691
	Iteration 8Q: 3 clusters Score -996009.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -996195.562500 Penalty: 4489.408691
	Iteration 9Q: 3 clusters Score -996195.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -996385.375000 Penalty: 4489.408691
	Iteration 10Q: 3 clusters Score -996385.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -996610.062500 Penalty: 4489.408691
	Iteration 11Q: 3 clusters Score -996610.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -996832.187500 Penalty: 4489.408691
	Iteration 12Q: 3 clusters Score -996832.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -997010.250000 Penalty: 4489.408691
	Iteration 13Q: 3 clusters Score -997010.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -997126.812500 Penalty: 4489.408691
	Iteration 14Q: 3 clusters Score -997126.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -997197.750000 Penalty: 4489.408691
	Iteration 15Q: 3 clusters Score -997197.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -997248.125000 Penalty: 4489.408691
	Iteration 16Q: 3 clusters Score -997248.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -997290.375000 Penalty: 4489.408691
	Iteration 17Q: 3 clusters Score -997290.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -997330.375000 Penalty: 4489.408691
	Iteration 18Q: 3 clusters Score -997330.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -997366.187500 Penalty: 4489.408691
	Iteration 19Q: 3 clusters Score -997366.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -997393.187500 Penalty: 4489.408691
	Iteration 20F: 3 clusters Score -997393.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -997414.750000 Penalty: 4489.408691
	Iteration 21Q: 3 clusters Score -997414.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -997435.312500 Penalty: 4489.408691
	Iteration 22Q: 3 clusters Score -997435.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -997454.687500 Penalty: 4489.408691
	Iteration 23Q: 3 clusters Score -997454.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -997471.125000 Penalty: 4489.408691
	Iteration 24Q: 3 clusters Score -997471.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -997487.812500 Penalty: 4489.408691
	Iteration 25Q: 3 clusters Score -997487.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -997495.687500 Penalty: 4489.408691
	Iteration 26Q: 3 clusters Score -997495.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -997510.562500 Penalty: 4489.408691
	Iteration 27Q: 3 clusters Score -997510.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -997518.937500 Penalty: 4489.408691
	Iteration 28Q: 3 clusters Score -997518.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -997522.500000 Penalty: 4489.408691
	Iteration 29Q: 3 clusters Score -997522.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -997526.375000 Penalty: 4489.408691
	Iteration 30Q: 3 clusters Score -997526.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -997532.375000 Penalty: 4489.408691
	Iteration 31Q: 3 clusters Score -997532.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -997541.187500 Penalty: 4489.408691
	Iteration 32Q: 3 clusters Score -997541.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -997547.312500 Penalty: 4489.408691
	Iteration 33Q: 3 clusters Score -997547.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -997548.312500 Penalty: 4489.408691
	Iteration 34Q: 3 clusters Score -997548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -997551.875000 Penalty: 4489.408691
	Iteration 35Q: 3 clusters Score -997551.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -997555.562500 Penalty: 4489.408691
	Iteration 36Q: 3 clusters Score -997555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -997556.187500 Penalty: 4489.408691
	Iteration 37Q: 3 clusters Score -997556.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -997554.875000 Penalty: 4489.408691
	Iteration 38Q: 3 clusters Score -997554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -997556.687500 Penalty: 4489.408691
	Iteration 39Q: 3 clusters Score -997556.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -997557.000000 Penalty: 4489.408691
	Iteration 40F: 3 clusters Score -997557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -237254.609375 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -237254.6 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 1015 members 
Entering Unmasked Estep 
Score: -234567.125000 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -234567.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -235040.343750 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -235040.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -235164.125000 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -235164.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -235220.078125 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -235220.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -235256.328125 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -235256.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -235281.484375 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -235281.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -235301.656250 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -235301.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -235319.656250 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -235319.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -235330.703125 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -235330.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -235341.234375 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -235341.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -235349.750000 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -235349.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -235355.828125 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -235355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -235358.468750 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -235358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -235360.546875 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -235360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -235362.671875 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -235362.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -235363.390625 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -235363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -235363.734375 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -235363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -235363.796875 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -235363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -235363.796875 Penalty: 3783.744629
	Iteration 18F: 3 clusters Score -235363.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Entering Unmasked Estep 
Score: -1322345.250000 Penalty: 2309.576172
	Iteration 0F: 2 clusters Score -1322345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1314000.250000 Penalty: 4619.152344
	Iteration 0F: 3 clusters Score -1314000 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1316587.875000 Penalty: 4619.152344
	Iteration 1F: 3 clusters Score -1316588 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1316904.000000 Penalty: 4619.152344
	Iteration 2F: 3 clusters Score -1316904 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1317133.125000 Penalty: 4619.152344
	Iteration 3Q: 3 clusters Score -1317133 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1317299.125000 Penalty: 4619.152344
	Iteration 4Q: 3 clusters Score -1317299 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1317423.000000 Penalty: 4619.152344
	Iteration 5Q: 3 clusters Score -1317423 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1317545.500000 Penalty: 4619.152344
	Iteration 6Q: 3 clusters Score -1317546 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1317661.125000 Penalty: 4619.152344
	Iteration 7Q: 3 clusters Score -1317661 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1317760.125000 Penalty: 4619.152344
	Iteration 8Q: 3 clusters Score -1317760 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1317868.875000 Penalty: 4619.152344
	Iteration 9Q: 3 clusters Score -1317869 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1317992.875000 Penalty: 4619.152344
	Iteration 10Q: 3 clusters Score -1317993 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1318154.500000 Penalty: 4619.152344
	Iteration 11Q: 3 clusters Score -1318154 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1318368.750000 Penalty: 4619.152344
	Iteration 12Q: 3 clusters Score -1318369 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1318613.250000 Penalty: 4619.152344
	Iteration 13Q: 3 clusters Score -1318613 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1318888.125000 Penalty: 4619.152344
	Iteration 14Q: 3 clusters Score -1318888 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1319144.875000 Penalty: 4619.152344
	Iteration 15Q: 3 clusters Score -1319145 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1319360.875000 Penalty: 4619.152344
	Iteration 16Q: 3 clusters Score -1319361 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1319537.500000 Penalty: 4619.152344
	Iteration 17Q: 3 clusters Score -1319538 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1319688.875000 Penalty: 4619.152344
	Iteration 18Q: 3 clusters Score -1319689 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1319781.000000 Penalty: 4619.152344
	Iteration 19Q: 3 clusters Score -1319781 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1319877.125000 Penalty: 4619.152344
	Iteration 20F: 3 clusters Score -1319877 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1319949.250000 Penalty: 4619.152344
	Iteration 21Q: 3 clusters Score -1319949 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1320005.500000 Penalty: 4619.152344
	Iteration 22Q: 3 clusters Score -1320006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1320057.250000 Penalty: 4619.152344
	Iteration 23Q: 3 clusters Score -1320057 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1320113.000000 Penalty: 4619.152344
	Iteration 24Q: 3 clusters Score -1320113 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1320158.000000 Penalty: 4619.152344
	Iteration 25Q: 3 clusters Score -1320158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1320191.375000 Penalty: 4619.152344
	Iteration 26Q: 3 clusters Score -1320191 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1320223.875000 Penalty: 4619.152344
	Iteration 27Q: 3 clusters Score -1320224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1320248.375000 Penalty: 4619.152344
	Iteration 28Q: 3 clusters Score -1320248 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1320283.750000 Penalty: 4619.152344
	Iteration 29Q: 3 clusters Score -1320284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1320318.125000 Penalty: 4619.152344
	Iteration 30Q: 3 clusters Score -1320318 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1320351.250000 Penalty: 4619.152344
	Iteration 31Q: 3 clusters Score -1320351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1320382.375000 Penalty: 4619.152344
	Iteration 32Q: 3 clusters Score -1320382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1320403.375000 Penalty: 4619.152344
	Iteration 33Q: 3 clusters Score -1320403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1320430.750000 Penalty: 4619.152344
	Iteration 34Q: 3 clusters Score -1320431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1320452.500000 Penalty: 4619.152344
	Iteration 35Q: 3 clusters Score -1320452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1320466.375000 Penalty: 4619.152344
	Iteration 36Q: 3 clusters Score -1320466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1320475.125000 Penalty: 4619.152344
	Iteration 37Q: 3 clusters Score -1320475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1320487.875000 Penalty: 4619.152344
	Iteration 38Q: 3 clusters Score -1320488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1320496.750000 Penalty: 4619.152344
	Iteration 39Q: 3 clusters Score -1320497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1320505.000000 Penalty: 4619.152344
	Iteration 40F: 3 clusters Score -1320505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1320518.375000 Penalty: 4619.152344
	Iteration 41Q: 3 clusters Score -1320518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1320528.250000 Penalty: 4619.152344
	Iteration 42Q: 3 clusters Score -1320528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1320536.000000 Penalty: 4619.152344
	Iteration 43Q: 3 clusters Score -1320536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1320539.000000 Penalty: 4619.152344
	Iteration 44Q: 3 clusters Score -1320539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1320545.250000 Penalty: 4619.152344
	Iteration 45Q: 3 clusters Score -1320545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1320550.375000 Penalty: 4619.152344
	Iteration 46Q: 3 clusters Score -1320550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1320556.250000 Penalty: 4619.152344
	Iteration 47Q: 3 clusters Score -1320556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1320557.875000 Penalty: 4619.152344
	Iteration 48Q: 3 clusters Score -1320558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1320556.000000 Penalty: 4619.152344
	Iteration 49Q: 3 clusters Score -1320556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1320557.750000 Penalty: 4619.152344
	Iteration 50Q: 3 clusters Score -1320558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1320559.500000 Penalty: 4619.152344
	Iteration 51Q: 3 clusters Score -1320560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1320558.375000 Penalty: 4619.152344
	Iteration 52Q: 3 clusters Score -1320558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1320557.750000 Penalty: 4619.152344
	Iteration 53Q: 3 clusters Score -1320558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1320556.125000 Penalty: 4619.152344
	Iteration 54Q: 3 clusters Score -1320556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1320555.000000 Penalty: 4619.152344
	Iteration 55Q: 3 clusters Score -1320555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1320555.000000 Penalty: 4619.152344
	Iteration 56F: 3 clusters Score -1320555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Entering Unmasked Estep 
Score: -626668.687500 Penalty: 2165.491699
	Iteration 0F: 2 clusters Score -626668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -621478.437500 Penalty: 4330.983398
	Iteration 0F: 3 clusters Score -621478.4 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -623035.062500 Penalty: 4330.983398
	Iteration 1F: 3 clusters Score -623035.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -623497.125000 Penalty: 4330.983398
	Iteration 2F: 3 clusters Score -623497.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -623855.875000 Penalty: 4330.983398
	Iteration 3F: 3 clusters Score -623855.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -624152.000000 Penalty: 4330.983398
	Iteration 4F: 3 clusters Score -624152 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -624398.750000 Penalty: 4330.983398
	Iteration 5F: 3 clusters Score -624398.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -624619.250000 Penalty: 4330.983398
	Iteration 6Q: 3 clusters Score -624619.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -624824.187500 Penalty: 4330.983398
	Iteration 7Q: 3 clusters Score -624824.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -624977.937500 Penalty: 4330.983398
	Iteration 8Q: 3 clusters Score -624977.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -625116.125000 Penalty: 4330.983398
	Iteration 9Q: 3 clusters Score -625116.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -625231.625000 Penalty: 4330.983398
	Iteration 10Q: 3 clusters Score -625231.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -625316.312500 Penalty: 4330.983398
	Iteration 11Q: 3 clusters Score -625316.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -625374.062500 Penalty: 4330.983398
	Iteration 12Q: 3 clusters Score -625374.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -625414.125000 Penalty: 4330.983398
	Iteration 13Q: 3 clusters Score -625414.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -625454.000000 Penalty: 4330.983398
	Iteration 14Q: 3 clusters Score -625454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -625491.375000 Penalty: 4330.983398
	Iteration 15Q: 3 clusters Score -625491.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -625527.187500 Penalty: 4330.983398
	Iteration 16Q: 3 clusters Score -625527.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -625556.500000 Penalty: 4330.983398
	Iteration 17Q: 3 clusters Score -625556.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -625582.875000 Penalty: 4330.983398
	Iteration 18Q: 3 clusters Score -625582.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -625608.687500 Penalty: 4330.983398
	Iteration 19Q: 3 clusters Score -625608.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -625637.062500 Penalty: 4330.983398
	Iteration 20F: 3 clusters Score -625637.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -625656.437500 Penalty: 4330.983398
	Iteration 21Q: 3 clusters Score -625656.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -625673.625000 Penalty: 4330.983398
	Iteration 22Q: 3 clusters Score -625673.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -625690.250000 Penalty: 4330.983398
	Iteration 23Q: 3 clusters Score -625690.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -625705.625000 Penalty: 4330.983398
	Iteration 24Q: 3 clusters Score -625705.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -625715.875000 Penalty: 4330.983398
	Iteration 25Q: 3 clusters Score -625715.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -625726.250000 Penalty: 4330.983398
	Iteration 26Q: 3 clusters Score -625726.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -625737.687500 Penalty: 4330.983398
	Iteration 27Q: 3 clusters Score -625737.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -625746.437500 Penalty: 4330.983398
	Iteration 28Q: 3 clusters Score -625746.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -625755.562500 Penalty: 4330.983398
	Iteration 29Q: 3 clusters Score -625755.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -625759.875000 Penalty: 4330.983398
	Iteration 30Q: 3 clusters Score -625759.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -625764.312500 Penalty: 4330.983398
	Iteration 31Q: 3 clusters Score -625764.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -625768.375000 Penalty: 4330.983398
	Iteration 32Q: 3 clusters Score -625768.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -625774.562500 Penalty: 4330.983398
	Iteration 33Q: 3 clusters Score -625774.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -625778.812500 Penalty: 4330.983398
	Iteration 34Q: 3 clusters Score -625778.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -625781.687500 Penalty: 4330.983398
	Iteration 35Q: 3 clusters Score -625781.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -625787.562500 Penalty: 4330.983398
	Iteration 36Q: 3 clusters Score -625787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -625788.937500 Penalty: 4330.983398
	Iteration 37Q: 3 clusters Score -625788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -625790.250000 Penalty: 4330.983398
	Iteration 38Q: 3 clusters Score -625790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -625790.812500 Penalty: 4330.983398
	Iteration 39Q: 3 clusters Score -625790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -625789.750000 Penalty: 4330.983398
	Iteration 40F: 3 clusters Score -625789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -625791.750000 Penalty: 4330.983398
	Iteration 41Q: 3 clusters Score -625791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -625792.875000 Penalty: 4330.983398
	Iteration 42Q: 3 clusters Score -625792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -625794.187500 Penalty: 4330.983398
	Iteration 43Q: 3 clusters Score -625794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -625794.125000 Penalty: 4330.983398
	Iteration 44Q: 3 clusters Score -625794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -625794.125000 Penalty: 4330.983398
	Iteration 45F: 3 clusters Score -625794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -44073.968750 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -44073.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42769.890625 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -42769.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43004.121094 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -43004.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43134.089844 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -43134.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43154.878906 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -43154.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43178.320312 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -43178.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43191.695312 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -43191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43196.285156 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -43196.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43196.285156 Penalty: 2868.777344
	Iteration 7F: 3 clusters Score -43196.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Entering Unmasked Estep 
Score: -566833.437500 Penalty: 2110.571777
	Iteration 0F: 2 clusters Score -566833.4 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 2498 members 
Entering Unmasked Estep 
Score: -562400.437500 Penalty: 4221.143555
	Iteration 0F: 3 clusters Score -562400.4 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -563526.062500 Penalty: 4221.143555
	Iteration 1F: 3 clusters Score -563526.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -563843.250000 Penalty: 4221.143555
	Iteration 2F: 3 clusters Score -563843.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -564177.187500 Penalty: 4221.143555
	Iteration 3F: 3 clusters Score -564177.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -564569.687500 Penalty: 4221.143555
	Iteration 4F: 3 clusters Score -564569.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -564932.687500 Penalty: 4221.143555
	Iteration 5F: 3 clusters Score -564932.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -565195.875000 Penalty: 4221.143555
	Iteration 6F: 3 clusters Score -565195.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -565383.062500 Penalty: 4221.143555
	Iteration 7Q: 3 clusters Score -565383.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -565538.812500 Penalty: 4221.143555
	Iteration 8Q: 3 clusters Score -565538.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -565666.375000 Penalty: 4221.143555
	Iteration 9Q: 3 clusters Score -565666.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -565803.000000 Penalty: 4221.143555
	Iteration 10Q: 3 clusters Score -565803 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -565961.875000 Penalty: 4221.143555
	Iteration 11Q: 3 clusters Score -565961.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -566090.562500 Penalty: 4221.143555
	Iteration 12Q: 3 clusters Score -566090.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -566196.875000 Penalty: 4221.143555
	Iteration 13Q: 3 clusters Score -566196.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -566247.125000 Penalty: 4221.143555
	Iteration 14Q: 3 clusters Score -566247.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -566286.375000 Penalty: 4221.143555
	Iteration 15Q: 3 clusters Score -566286.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -566326.062500 Penalty: 4221.143555
	Iteration 16Q: 3 clusters Score -566326.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -566347.625000 Penalty: 4221.143555
	Iteration 17Q: 3 clusters Score -566347.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -566365.625000 Penalty: 4221.143555
	Iteration 18Q: 3 clusters Score -566365.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -566378.875000 Penalty: 4221.143555
	Iteration 19Q: 3 clusters Score -566378.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -566386.687500 Penalty: 4221.143555
	Iteration 20F: 3 clusters Score -566386.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -566389.000000 Penalty: 4221.143555
	Iteration 21Q: 3 clusters Score -566389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -566391.375000 Penalty: 4221.143555
	Iteration 22Q: 3 clusters Score -566391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -566391.375000 Penalty: 4221.143555
	Iteration 23F: 3 clusters Score -566391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (34658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Entering Unmasked Estep 
Score: -3966033.000000 Penalty: 2592.414551
	Iteration 0F: 2 clusters Score -3966033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3942298.500000 Penalty: 5184.829102
	Iteration 0F: 3 clusters Score -3942298 nChanged 15800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3950861.000000 Penalty: 5184.829102
	Iteration 1F: 3 clusters Score -3950861 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3951387.000000 Penalty: 5184.829102
	Iteration 2Q: 3 clusters Score -3951387 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3951836.500000 Penalty: 5184.829102
	Iteration 3Q: 3 clusters Score -3951836 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3952294.250000 Penalty: 5184.829102
	Iteration 4Q: 3 clusters Score -3952294 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3952707.250000 Penalty: 5184.829102
	Iteration 5Q: 3 clusters Score -3952707 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3953114.250000 Penalty: 5184.829102
	Iteration 6Q: 3 clusters Score -3953114 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3953536.500000 Penalty: 5184.829102
	Iteration 7Q: 3 clusters Score -3953536 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3953977.250000 Penalty: 5184.829102
	Iteration 8Q: 3 clusters Score -3953977 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3954534.500000 Penalty: 5184.829102
	Iteration 9Q: 3 clusters Score -3954534 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3955166.500000 Penalty: 5184.829102
	Iteration 10Q: 3 clusters Score -3955166 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3955958.500000 Penalty: 5184.829102
	Iteration 11Q: 3 clusters Score -3955958 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3956913.750000 Penalty: 5184.829102
	Iteration 12Q: 3 clusters Score -3956914 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3958043.000000 Penalty: 5184.829102
	Iteration 13Q: 3 clusters Score -3958043 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3959209.500000 Penalty: 5184.829102
	Iteration 14Q: 3 clusters Score -3959210 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3960334.500000 Penalty: 5184.829102
	Iteration 15Q: 3 clusters Score -3960334 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -3961451.000000 Penalty: 5184.829102
	Iteration 16Q: 3 clusters Score -3961451 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3962467.750000 Penalty: 5184.829102
	Iteration 17Q: 3 clusters Score -3962468 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3963410.750000 Penalty: 5184.829102
	Iteration 18Q: 3 clusters Score -3963411 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3964367.750000 Penalty: 5184.829102
	Iteration 19Q: 3 clusters Score -3964368 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3965137.250000 Penalty: 5184.829102
	Iteration 20F: 3 clusters Score -3965137 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3965522.750000 Penalty: 5184.829102
	Iteration 21Q: 3 clusters Score -3965523 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3965735.500000 Penalty: 5184.829102
	Iteration 22Q: 3 clusters Score -3965736 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3965860.750000 Penalty: 5184.829102
	Iteration 23Q: 3 clusters Score -3965861 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3965909.250000 Penalty: 5184.829102
	Iteration 24Q: 3 clusters Score -3965909 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3965936.250000 Penalty: 5184.829102
	Iteration 25Q: 3 clusters Score -3965936 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3965958.250000 Penalty: 5184.829102
	Iteration 26Q: 3 clusters Score -3965958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3965984.250000 Penalty: 5184.829102
	Iteration 27Q: 3 clusters Score -3965984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3965987.000000 Penalty: 5184.829102
	Iteration 28Q: 3 clusters Score -3965987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3965990.500000 Penalty: 5184.829102
	Iteration 29Q: 3 clusters Score -3965990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3965987.250000 Penalty: 5184.829102
	Iteration 30Q: 3 clusters Score -3965987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3965990.000000 Penalty: 5184.829102
	Iteration 31Q: 3 clusters Score -3965990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3965992.250000 Penalty: 5184.829102
	Iteration 32Q: 3 clusters Score -3965992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3965996.000000 Penalty: 5184.829102
	Iteration 33Q: 3 clusters Score -3965996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3965992.500000 Penalty: 5184.829102
	Iteration 34Q: 3 clusters Score -3965992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3965995.750000 Penalty: 5184.829102
	Iteration 35Q: 3 clusters Score -3965996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3965996.000000 Penalty: 5184.829102
	Iteration 36Q: 3 clusters Score -3965996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3965995.750000 Penalty: 5184.829102
	Iteration 37Q: 3 clusters Score -3965996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3965993.500000 Penalty: 5184.829102
	Iteration 38Q: 3 clusters Score -3965994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3965993.750000 Penalty: 5184.829102
	Iteration 39Q: 3 clusters Score -3965994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3965994.750000 Penalty: 5184.829102
	Iteration 40F: 3 clusters Score -3965995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3965993.000000 Penalty: 5184.829102
	Iteration 41Q: 3 clusters Score -3965993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3965992.250000 Penalty: 5184.829102
	Iteration 42Q: 3 clusters Score -3965992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3965995.750000 Penalty: 5184.829102
	Iteration 43Q: 3 clusters Score -3965996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3965993.750000 Penalty: 5184.829102
	Iteration 44Q: 3 clusters Score -3965994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3965997.500000 Penalty: 5184.829102
	Iteration 45Q: 3 clusters Score -3965998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3965997.500000 Penalty: 5184.829102
	Iteration 46F: 3 clusters Score -3965998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30793.501953 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -30793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29572.324219 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -29572.32 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29899.623047 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -29899.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30131.923828 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -30131.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30342.308594 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -30342.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30447.214844 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -30447.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30555.685547 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -30555.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30610.919922 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -30610.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30617.625000 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -30617.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30620.669922 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -30620.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30625.003906 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -30625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30625.003906 Penalty: 3040.009033
	Iteration 10F: 3 clusters Score -30625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -101228.523438 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -101228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -99552.242188 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -99552.24 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99820.257812 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -99820.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99963.929688 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -99963.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100158.960938 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -100159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100342.648438 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -100342.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100477.078125 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -100477.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -100585.554688 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -100585.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100663.132812 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -100663.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -100731.500000 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -100731.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100772.500000 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -100772.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100804.125000 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -100804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100821.195312 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -100821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100825.406250 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -100825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100828.882812 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -100828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100831.562500 Penalty: 3254.972412
	Iteration 14F: 3 clusters Score -100831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100834.773438 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -100834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100834.773438 Penalty: 3254.972412
	Iteration 16F: 3 clusters Score -100834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (25185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Entering Unmasked Estep 
Score: -2916624.000000 Penalty: 2513.232910
	Iteration 0F: 2 clusters Score -2916624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2899188.750000 Penalty: 5026.465820
	Iteration 0F: 3 clusters Score -2899189 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2905342.500000 Penalty: 5026.465820
	Iteration 1F: 3 clusters Score -2905342 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2906194.250000 Penalty: 5026.465820
	Iteration 2F: 3 clusters Score -2906194 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2907373.500000 Penalty: 5026.465820
	Iteration 3F: 3 clusters Score -2907374 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2908958.500000 Penalty: 5026.465820
	Iteration 4F: 3 clusters Score -2908958 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2910745.250000 Penalty: 5026.465820
	Iteration 5F: 3 clusters Score -2910745 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2912607.250000 Penalty: 5026.465820
	Iteration 6F: 3 clusters Score -2912607 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2914239.750000 Penalty: 5026.465820
	Iteration 7F: 3 clusters Score -2914240 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2915367.250000 Penalty: 5026.465820
	Iteration 8F: 3 clusters Score -2915367 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2915994.750000 Penalty: 5026.465820
	Iteration 9Q: 3 clusters Score -2915995 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2916318.750000 Penalty: 5026.465820
	Iteration 10Q: 3 clusters Score -2916319 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2916486.000000 Penalty: 5026.465820
	Iteration 11Q: 3 clusters Score -2916486 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2916569.250000 Penalty: 5026.465820
	Iteration 12Q: 3 clusters Score -2916569 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2916621.500000 Penalty: 5026.465820
	Iteration 13Q: 3 clusters Score -2916622 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2916656.750000 Penalty: 5026.465820
	Iteration 14Q: 3 clusters Score -2916657 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2916683.250000 Penalty: 5026.465820
	Iteration 15Q: 3 clusters Score -2916683 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2916693.250000 Penalty: 5026.465820
	Iteration 16Q: 3 clusters Score -2916693 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2916712.500000 Penalty: 5026.465820
	Iteration 17Q: 3 clusters Score -2916712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2916706.000000 Penalty: 5026.465820
	Iteration 18Q: 3 clusters Score -2916706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2916718.750000 Penalty: 5026.465820
	Iteration 19Q: 3 clusters Score -2916719 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2916715.000000 Penalty: 5026.465820
	Iteration 20F: 3 clusters Score -2916715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2916715.500000 Penalty: 5026.465820
	Iteration 21Q: 3 clusters Score -2916716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2916718.750000 Penalty: 5026.465820
	Iteration 22Q: 3 clusters Score -2916719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2916725.750000 Penalty: 5026.465820
	Iteration 23Q: 3 clusters Score -2916726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2916732.750000 Penalty: 5026.465820
	Iteration 24Q: 3 clusters Score -2916733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2916739.500000 Penalty: 5026.465820
	Iteration 25Q: 3 clusters Score -2916740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2916752.250000 Penalty: 5026.465820
	Iteration 26Q: 3 clusters Score -2916752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2916750.250000 Penalty: 5026.465820
	Iteration 27Q: 3 clusters Score -2916750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2916742.750000 Penalty: 5026.465820
	Iteration 28Q: 3 clusters Score -2916743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2916754.750000 Penalty: 5026.465820
	Iteration 29Q: 3 clusters Score -2916755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2916755.500000 Penalty: 5026.465820
	Iteration 30Q: 3 clusters Score -2916756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2916764.000000 Penalty: 5026.465820
	Iteration 31Q: 3 clusters Score -2916764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2916767.000000 Penalty: 5026.465820
	Iteration 32Q: 3 clusters Score -2916767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2916757.250000 Penalty: 5026.465820
	Iteration 33Q: 3 clusters Score -2916757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2916760.500000 Penalty: 5026.465820
	Iteration 34Q: 3 clusters Score -2916760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2916761.000000 Penalty: 5026.465820
	Iteration 35Q: 3 clusters Score -2916761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2916774.500000 Penalty: 5026.465820
	Iteration 36Q: 3 clusters Score -2916774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2916784.250000 Penalty: 5026.465820
	Iteration 37Q: 3 clusters Score -2916784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2916784.000000 Penalty: 5026.465820
	Iteration 38Q: 3 clusters Score -2916784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2916792.500000 Penalty: 5026.465820
	Iteration 39Q: 3 clusters Score -2916792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2916813.750000 Penalty: 5026.465820
	Iteration 40F: 3 clusters Score -2916814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2916822.750000 Penalty: 5026.465820
	Iteration 41Q: 3 clusters Score -2916823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2916822.750000 Penalty: 5026.465820
	Iteration 42Q: 3 clusters Score -2916823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2916829.750000 Penalty: 5026.465820
	Iteration 43Q: 3 clusters Score -2916830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2916829.750000 Penalty: 5026.465820
	Iteration 44Q: 3 clusters Score -2916830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2916828.500000 Penalty: 5026.465820
	Iteration 45Q: 3 clusters Score -2916828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2916835.750000 Penalty: 5026.465820
	Iteration 46Q: 3 clusters Score -2916836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2916838.000000 Penalty: 5026.465820
	Iteration 47Q: 3 clusters Score -2916838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2916835.250000 Penalty: 5026.465820
	Iteration 48Q: 3 clusters Score -2916835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2916832.000000 Penalty: 5026.465820
	Iteration 49Q: 3 clusters Score -2916832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2916832.000000 Penalty: 5026.465820
	Iteration 50Q: 3 clusters Score -2916832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2916842.000000 Penalty: 5026.465820
	Iteration 51Q: 3 clusters Score -2916842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2916852.500000 Penalty: 5026.465820
	Iteration 52Q: 3 clusters Score -2916852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2916849.000000 Penalty: 5026.465820
	Iteration 53Q: 3 clusters Score -2916849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2916849.000000 Penalty: 5026.465820
	Iteration 54Q: 3 clusters Score -2916849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2916850.750000 Penalty: 5026.465820
	Iteration 55Q: 3 clusters Score -2916851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2916859.000000 Penalty: 5026.465820
	Iteration 56Q: 3 clusters Score -2916859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2916857.250000 Penalty: 5026.465820
	Iteration 57Q: 3 clusters Score -2916857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2916872.750000 Penalty: 5026.465820
	Iteration 58Q: 3 clusters Score -2916873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2916872.750000 Penalty: 5026.465820
	Iteration 59Q: 3 clusters Score -2916873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2916877.500000 Penalty: 5026.465820
	Iteration 60F: 3 clusters Score -2916878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2916877.750000 Penalty: 5026.465820
	Iteration 61Q: 3 clusters Score -2916878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2916884.750000 Penalty: 5026.465820
	Iteration 62Q: 3 clusters Score -2916885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2916885.750000 Penalty: 5026.465820
	Iteration 63Q: 3 clusters Score -2916886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2916887.500000 Penalty: 5026.465820
	Iteration 64Q: 3 clusters Score -2916888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2916889.500000 Penalty: 5026.465820
	Iteration 65Q: 3 clusters Score -2916890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2916894.500000 Penalty: 5026.465820
	Iteration 66Q: 3 clusters Score -2916894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2916897.500000 Penalty: 5026.465820
	Iteration 67Q: 3 clusters Score -2916898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2916906.250000 Penalty: 5026.465820
	Iteration 68Q: 3 clusters Score -2916906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2916908.750000 Penalty: 5026.465820
	Iteration 69Q: 3 clusters Score -2916909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2916915.500000 Penalty: 5026.465820
	Iteration 70Q: 3 clusters Score -2916916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2916920.250000 Penalty: 5026.465820
	Iteration 71Q: 3 clusters Score -2916920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2916922.250000 Penalty: 5026.465820
	Iteration 72Q: 3 clusters Score -2916922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2916918.750000 Penalty: 5026.465820
	Iteration 73Q: 3 clusters Score -2916919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2916924.250000 Penalty: 5026.465820
	Iteration 74Q: 3 clusters Score -2916924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2916923.500000 Penalty: 5026.465820
	Iteration 75Q: 3 clusters Score -2916924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2916931.250000 Penalty: 5026.465820
	Iteration 76Q: 3 clusters Score -2916931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2916928.250000 Penalty: 5026.465820
	Iteration 77Q: 3 clusters Score -2916928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2916934.500000 Penalty: 5026.465820
	Iteration 78Q: 3 clusters Score -2916934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2916936.750000 Penalty: 5026.465820
	Iteration 79Q: 3 clusters Score -2916937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2916930.500000 Penalty: 5026.465820
	Iteration 80F: 3 clusters Score -2916930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2916935.500000 Penalty: 5026.465820
	Iteration 81Q: 3 clusters Score -2916936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2916937.250000 Penalty: 5026.465820
	Iteration 82Q: 3 clusters Score -2916937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2916932.500000 Penalty: 5026.465820
	Iteration 83Q: 3 clusters Score -2916932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2916930.000000 Penalty: 5026.465820
	Iteration 84Q: 3 clusters Score -2916930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2916930.250000 Penalty: 5026.465820
	Iteration 85Q: 3 clusters Score -2916930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2916932.500000 Penalty: 5026.465820
	Iteration 86Q: 3 clusters Score -2916932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2916933.500000 Penalty: 5026.465820
	Iteration 87Q: 3 clusters Score -2916934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2916936.000000 Penalty: 5026.465820
	Iteration 88Q: 3 clusters Score -2916936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2916932.500000 Penalty: 5026.465820
	Iteration 89Q: 3 clusters Score -2916932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2916929.000000 Penalty: 5026.465820
	Iteration 90Q: 3 clusters Score -2916929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2916931.000000 Penalty: 5026.465820
	Iteration 91Q: 3 clusters Score -2916931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2916930.500000 Penalty: 5026.465820
	Iteration 92Q: 3 clusters Score -2916930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2916931.000000 Penalty: 5026.465820
	Iteration 93Q: 3 clusters Score -2916931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2916936.000000 Penalty: 5026.465820
	Iteration 94Q: 3 clusters Score -2916936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2916936.000000 Penalty: 5026.465820
	Iteration 95Q: 3 clusters Score -2916936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2916937.500000 Penalty: 5026.465820
	Iteration 96Q: 3 clusters Score -2916938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2916941.750000 Penalty: 5026.465820
	Iteration 97Q: 3 clusters Score -2916942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2916937.750000 Penalty: 5026.465820
	Iteration 98Q: 3 clusters Score -2916938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2916941.000000 Penalty: 5026.465820
	Iteration 99Q: 3 clusters Score -2916941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2916943.750000 Penalty: 5026.465820
	Iteration 100F: 3 clusters Score -2916944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2916940.750000 Penalty: 5026.465820
	Iteration 101Q: 3 clusters Score -2916941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2916940.750000 Penalty: 5026.465820
	Iteration 102Q: 3 clusters Score -2916941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2916940.750000 Penalty: 5026.465820
	Iteration 103Q: 3 clusters Score -2916941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2916941.500000 Penalty: 5026.465820
	Iteration 104Q: 3 clusters Score -2916942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2916940.500000 Penalty: 5026.465820
	Iteration 105Q: 3 clusters Score -2916940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2916940.500000 Penalty: 5026.465820
	Iteration 106F: 3 clusters Score -2916940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18045 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188257 members 
Mstep: Class 13 contains 186838 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43239 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 18545 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 796 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 6640 members 
Entering Unmasked Estep 
Score: -133761152.000000 Penalty: 260018.453125
Splitting cluster 54 changes total score from -133761704.000000 to -133761152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -462767.968750 Penalty: 2061.043945
	Iteration 0F: 2 clusters Score -462768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -458833.625000 Penalty: 4122.087891
	Iteration 0F: 3 clusters Score -458833.6 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -459804.312500 Penalty: 4122.087891
	Iteration 1F: 3 clusters Score -459804.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -460015.437500 Penalty: 4122.087891
	Iteration 2F: 3 clusters Score -460015.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -460149.906250 Penalty: 4122.087891
	Iteration 3F: 3 clusters Score -460149.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -460264.250000 Penalty: 4122.087891
	Iteration 4Q: 3 clusters Score -460264.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -460402.875000 Penalty: 4122.087891
	Iteration 5Q: 3 clusters Score -460402.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -460555.250000 Penalty: 4122.087891
	Iteration 6Q: 3 clusters Score -460555.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -460708.531250 Penalty: 4122.087891
	Iteration 7Q: 3 clusters Score -460708.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -460823.250000 Penalty: 4122.087891
	Iteration 8Q: 3 clusters Score -460823.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -460922.375000 Penalty: 4122.087891
	Iteration 9Q: 3 clusters Score -460922.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -461014.125000 Penalty: 4122.087891
	Iteration 10Q: 3 clusters Score -461014.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -461114.093750 Penalty: 4122.087891
	Iteration 11Q: 3 clusters Score -461114.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -461185.625000 Penalty: 4122.087891
	Iteration 12Q: 3 clusters Score -461185.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -461238.718750 Penalty: 4122.087891
	Iteration 13Q: 3 clusters Score -461238.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -461269.281250 Penalty: 4122.087891
	Iteration 14Q: 3 clusters Score -461269.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -461299.500000 Penalty: 4122.087891
	Iteration 15Q: 3 clusters Score -461299.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -461323.250000 Penalty: 4122.087891
	Iteration 16Q: 3 clusters Score -461323.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -461341.093750 Penalty: 4122.087891
	Iteration 17Q: 3 clusters Score -461341.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -461353.125000 Penalty: 4122.087891
	Iteration 18Q: 3 clusters Score -461353.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -461362.718750 Penalty: 4122.087891
	Iteration 19Q: 3 clusters Score -461362.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -461370.593750 Penalty: 4122.087891
	Iteration 20F: 3 clusters Score -461370.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -461377.312500 Penalty: 4122.087891
	Iteration 21Q: 3 clusters Score -461377.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -461379.968750 Penalty: 4122.087891
	Iteration 22Q: 3 clusters Score -461380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -461384.187500 Penalty: 4122.087891
	Iteration 23Q: 3 clusters Score -461384.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -461386.718750 Penalty: 4122.087891
	Iteration 24Q: 3 clusters Score -461386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -461387.687500 Penalty: 4122.087891
	Iteration 25Q: 3 clusters Score -461387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -461388.687500 Penalty: 4122.087891
	Iteration 26Q: 3 clusters Score -461388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -461389.656250 Penalty: 4122.087891
	Iteration 27Q: 3 clusters Score -461389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -461389.718750 Penalty: 4122.087891
	Iteration 28Q: 3 clusters Score -461389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -461390.593750 Penalty: 4122.087891
	Iteration 29Q: 3 clusters Score -461390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -461390.593750 Penalty: 4122.087891
	Iteration 30F: 3 clusters Score -461390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -37694.285156 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37694.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36449.390625 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36449.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36573.589844 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36573.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36606.964844 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36606.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36612.578125 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36612.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36623.578125 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -36623.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36633.589844 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -36633.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36638.992188 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -36638.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36638.992188 Penalty: 2778.651123
	Iteration 7F: 3 clusters Score -36638.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (6502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Entering Unmasked Estep 
Score: -758986.000000 Penalty: 2177.406494
	Iteration 0F: 2 clusters Score -758986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -753458.625000 Penalty: 4354.812988
	Iteration 0F: 3 clusters Score -753458.6 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -754870.750000 Penalty: 4354.812988
	Iteration 1F: 3 clusters Score -754870.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -755145.437500 Penalty: 4354.812988
	Iteration 2F: 3 clusters Score -755145.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -755299.312500 Penalty: 4354.812988
	Iteration 3Q: 3 clusters Score -755299.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -755411.750000 Penalty: 4354.812988
	Iteration 4Q: 3 clusters Score -755411.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -755483.937500 Penalty: 4354.812988
	Iteration 5Q: 3 clusters Score -755483.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -755541.812500 Penalty: 4354.812988
	Iteration 6Q: 3 clusters Score -755541.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -755589.375000 Penalty: 4354.812988
	Iteration 7Q: 3 clusters Score -755589.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -755632.562500 Penalty: 4354.812988
	Iteration 8Q: 3 clusters Score -755632.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -755673.437500 Penalty: 4354.812988
	Iteration 9Q: 3 clusters Score -755673.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -755722.437500 Penalty: 4354.812988
	Iteration 10Q: 3 clusters Score -755722.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -755765.125000 Penalty: 4354.812988
	Iteration 11Q: 3 clusters Score -755765.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -755803.875000 Penalty: 4354.812988
	Iteration 12Q: 3 clusters Score -755803.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -755855.125000 Penalty: 4354.812988
	Iteration 13Q: 3 clusters Score -755855.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -755900.687500 Penalty: 4354.812988
	Iteration 14Q: 3 clusters Score -755900.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -755950.562500 Penalty: 4354.812988
	Iteration 15Q: 3 clusters Score -755950.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -756004.937500 Penalty: 4354.812988
	Iteration 16Q: 3 clusters Score -756004.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -756074.937500 Penalty: 4354.812988
	Iteration 17Q: 3 clusters Score -756074.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -756156.125000 Penalty: 4354.812988
	Iteration 18Q: 3 clusters Score -756156.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -756238.250000 Penalty: 4354.812988
	Iteration 19Q: 3 clusters Score -756238.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -756337.812500 Penalty: 4354.812988
	Iteration 20F: 3 clusters Score -756337.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -756445.937500 Penalty: 4354.812988
	Iteration 21Q: 3 clusters Score -756445.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -756559.062500 Penalty: 4354.812988
	Iteration 22Q: 3 clusters Score -756559.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -756674.937500 Penalty: 4354.812988
	Iteration 23Q: 3 clusters Score -756674.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -756761.375000 Penalty: 4354.812988
	Iteration 24Q: 3 clusters Score -756761.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -756814.312500 Penalty: 4354.812988
	Iteration 25Q: 3 clusters Score -756814.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -756861.875000 Penalty: 4354.812988
	Iteration 26Q: 3 clusters Score -756861.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -756897.187500 Penalty: 4354.812988
	Iteration 27Q: 3 clusters Score -756897.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -756930.562500 Penalty: 4354.812988
	Iteration 28Q: 3 clusters Score -756930.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -756960.812500 Penalty: 4354.812988
	Iteration 29Q: 3 clusters Score -756960.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -756980.812500 Penalty: 4354.812988
	Iteration 30Q: 3 clusters Score -756980.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -756998.875000 Penalty: 4354.812988
	Iteration 31Q: 3 clusters Score -756998.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -757011.187500 Penalty: 4354.812988
	Iteration 32Q: 3 clusters Score -757011.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -757016.500000 Penalty: 4354.812988
	Iteration 33Q: 3 clusters Score -757016.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -757021.062500 Penalty: 4354.812988
	Iteration 34Q: 3 clusters Score -757021.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -757028.250000 Penalty: 4354.812988
	Iteration 35Q: 3 clusters Score -757028.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -757033.000000 Penalty: 4354.812988
	Iteration 36Q: 3 clusters Score -757033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -757036.500000 Penalty: 4354.812988
	Iteration 37Q: 3 clusters Score -757036.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -757043.625000 Penalty: 4354.812988
	Iteration 38Q: 3 clusters Score -757043.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -757048.750000 Penalty: 4354.812988
	Iteration 39Q: 3 clusters Score -757048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -757056.625000 Penalty: 4354.812988
	Iteration 40F: 3 clusters Score -757056.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -757065.062500 Penalty: 4354.812988
	Iteration 41Q: 3 clusters Score -757065.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -757071.750000 Penalty: 4354.812988
	Iteration 42Q: 3 clusters Score -757071.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -757075.187500 Penalty: 4354.812988
	Iteration 43Q: 3 clusters Score -757075.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -757079.062500 Penalty: 4354.812988
	Iteration 44Q: 3 clusters Score -757079.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -757080.500000 Penalty: 4354.812988
	Iteration 45Q: 3 clusters Score -757080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -757082.625000 Penalty: 4354.812988
	Iteration 46Q: 3 clusters Score -757082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -757085.312500 Penalty: 4354.812988
	Iteration 47Q: 3 clusters Score -757085.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -757086.500000 Penalty: 4354.812988
	Iteration 48Q: 3 clusters Score -757086.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -757088.500000 Penalty: 4354.812988
	Iteration 49Q: 3 clusters Score -757088.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -757091.000000 Penalty: 4354.812988
	Iteration 50Q: 3 clusters Score -757091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -757091.500000 Penalty: 4354.812988
	Iteration 51Q: 3 clusters Score -757091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -757091.625000 Penalty: 4354.812988
	Iteration 52Q: 3 clusters Score -757091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -757092.125000 Penalty: 4354.812988
	Iteration 53Q: 3 clusters Score -757092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -757092.812500 Penalty: 4354.812988
	Iteration 54Q: 3 clusters Score -757092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -757093.562500 Penalty: 4354.812988
	Iteration 55Q: 3 clusters Score -757093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -757093.875000 Penalty: 4354.812988
	Iteration 56Q: 3 clusters Score -757093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -757093.625000 Penalty: 4354.812988
	Iteration 57Q: 3 clusters Score -757093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -757095.062500 Penalty: 4354.812988
	Iteration 58Q: 3 clusters Score -757095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -757096.625000 Penalty: 4354.812988
	Iteration 59Q: 3 clusters Score -757096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -757096.812500 Penalty: 4354.812988
	Iteration 60F: 3 clusters Score -757096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -167911.343750 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -167911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -165913.531250 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -165913.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -166419.328125 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -166419.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -166637.000000 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -166637 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -166785.984375 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -166786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -166875.125000 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -166875.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -166931.968750 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -166932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -166983.187500 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -166983.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -167031.171875 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -167031.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -167063.187500 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -167063.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -167083.406250 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -167083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -167098.515625 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -167098.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -167110.937500 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -167110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167123.734375 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -167123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -167134.578125 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -167134.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -167143.968750 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -167144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -167149.421875 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -167149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -167150.671875 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -167150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -167152.359375 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -167152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -167153.437500 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -167153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -167154.625000 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -167154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -167157.859375 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -167157.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -167162.031250 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -167162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -167164.234375 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -167164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -167164.234375 Penalty: 3508.341797
	Iteration 23F: 3 clusters Score -167164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -252353.343750 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -252353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -249900.015625 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -249900 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -250520.343750 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -250520.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -250802.500000 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -250802.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -251033.109375 Penalty: 3708.049316
	Iteration 3F: 3 clusters Score -251033.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -251180.156250 Penalty: 3708.049316
	Iteration 4F: 3 clusters Score -251180.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -251295.390625 Penalty: 3708.049316
	Iteration 5Q: 3 clusters Score -251295.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -251416.453125 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -251416.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -251493.500000 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -251493.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -251547.921875 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -251547.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -251571.187500 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -251571.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -251582.656250 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -251582.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -251591.078125 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -251591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -251594.406250 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -251594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -251594.781250 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -251594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -251595.343750 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -251595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -251595.593750 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -251595.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -251595.593750 Penalty: 3708.049316
	Iteration 16F: 3 clusters Score -251595.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Entering Unmasked Estep 
Score: -385094.781250 Penalty: 2010.116333
	Iteration 0F: 2 clusters Score -385094.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -381636.218750 Penalty: 4020.232666
	Iteration 0F: 3 clusters Score -381636.2 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -382362.250000 Penalty: 4020.232666
	Iteration 1F: 3 clusters Score -382362.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -382537.125000 Penalty: 4020.232666
	Iteration 2F: 3 clusters Score -382537.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -382637.875000 Penalty: 4020.232666
	Iteration 3Q: 3 clusters Score -382637.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -382712.062500 Penalty: 4020.232666
	Iteration 4Q: 3 clusters Score -382712.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -382759.718750 Penalty: 4020.232666
	Iteration 5Q: 3 clusters Score -382759.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -382797.843750 Penalty: 4020.232666
	Iteration 6Q: 3 clusters Score -382797.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -382830.812500 Penalty: 4020.232666
	Iteration 7Q: 3 clusters Score -382830.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -382856.468750 Penalty: 4020.232666
	Iteration 8Q: 3 clusters Score -382856.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -382874.968750 Penalty: 4020.232666
	Iteration 9Q: 3 clusters Score -382875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -382889.406250 Penalty: 4020.232666
	Iteration 10Q: 3 clusters Score -382889.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -382902.812500 Penalty: 4020.232666
	Iteration 11Q: 3 clusters Score -382902.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -382920.593750 Penalty: 4020.232666
	Iteration 12Q: 3 clusters Score -382920.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -382935.281250 Penalty: 4020.232666
	Iteration 13Q: 3 clusters Score -382935.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -382947.468750 Penalty: 4020.232666
	Iteration 14Q: 3 clusters Score -382947.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -382957.468750 Penalty: 4020.232666
	Iteration 15Q: 3 clusters Score -382957.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -382968.531250 Penalty: 4020.232666
	Iteration 16Q: 3 clusters Score -382968.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -382979.750000 Penalty: 4020.232666
	Iteration 17Q: 3 clusters Score -382979.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -382990.593750 Penalty: 4020.232666
	Iteration 18Q: 3 clusters Score -382990.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -383001.500000 Penalty: 4020.232666
	Iteration 19Q: 3 clusters Score -383001.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -383010.468750 Penalty: 4020.232666
	Iteration 20F: 3 clusters Score -383010.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -383016.562500 Penalty: 4020.232666
	Iteration 21Q: 3 clusters Score -383016.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -383023.281250 Penalty: 4020.232666
	Iteration 22Q: 3 clusters Score -383023.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -383026.906250 Penalty: 4020.232666
	Iteration 23Q: 3 clusters Score -383026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -383027.625000 Penalty: 4020.232666
	Iteration 24Q: 3 clusters Score -383027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -383029.500000 Penalty: 4020.232666
	Iteration 25Q: 3 clusters Score -383029.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -383033.750000 Penalty: 4020.232666
	Iteration 26Q: 3 clusters Score -383033.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -383042.281250 Penalty: 4020.232666
	Iteration 27Q: 3 clusters Score -383042.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -383046.250000 Penalty: 4020.232666
	Iteration 28Q: 3 clusters Score -383046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -383048.593750 Penalty: 4020.232666
	Iteration 29Q: 3 clusters Score -383048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -383049.718750 Penalty: 4020.232666
	Iteration 30Q: 3 clusters Score -383049.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -383054.750000 Penalty: 4020.232666
	Iteration 31Q: 3 clusters Score -383054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -383057.656250 Penalty: 4020.232666
	Iteration 32Q: 3 clusters Score -383057.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -383060.875000 Penalty: 4020.232666
	Iteration 33Q: 3 clusters Score -383060.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -383066.000000 Penalty: 4020.232666
	Iteration 34Q: 3 clusters Score -383066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -383070.312500 Penalty: 4020.232666
	Iteration 35Q: 3 clusters Score -383070.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -383073.218750 Penalty: 4020.232666
	Iteration 36Q: 3 clusters Score -383073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -383075.562500 Penalty: 4020.232666
	Iteration 37Q: 3 clusters Score -383075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -383077.281250 Penalty: 4020.232666
	Iteration 38Q: 3 clusters Score -383077.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -383080.250000 Penalty: 4020.232666
	Iteration 39Q: 3 clusters Score -383080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -383080.437500 Penalty: 4020.232666
	Iteration 40F: 3 clusters Score -383080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -383080.500000 Penalty: 4020.232666
	Iteration 41Q: 3 clusters Score -383080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -383082.500000 Penalty: 4020.232666
	Iteration 42Q: 3 clusters Score -383082.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -383083.500000 Penalty: 4020.232666
	Iteration 43Q: 3 clusters Score -383083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -383086.031250 Penalty: 4020.232666
	Iteration 44Q: 3 clusters Score -383086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -383089.375000 Penalty: 4020.232666
	Iteration 45Q: 3 clusters Score -383089.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -383094.906250 Penalty: 4020.232666
	Iteration 46Q: 3 clusters Score -383094.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -383099.906250 Penalty: 4020.232666
	Iteration 47Q: 3 clusters Score -383099.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -383106.593750 Penalty: 4020.232666
	Iteration 48Q: 3 clusters Score -383106.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -383114.125000 Penalty: 4020.232666
	Iteration 49Q: 3 clusters Score -383114.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -383123.437500 Penalty: 4020.232666
	Iteration 50Q: 3 clusters Score -383123.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -383134.531250 Penalty: 4020.232666
	Iteration 51Q: 3 clusters Score -383134.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -383142.687500 Penalty: 4020.232666
	Iteration 52Q: 3 clusters Score -383142.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -383152.000000 Penalty: 4020.232666
	Iteration 53Q: 3 clusters Score -383152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -383158.468750 Penalty: 4020.232666
	Iteration 54Q: 3 clusters Score -383158.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -383162.906250 Penalty: 4020.232666
	Iteration 55Q: 3 clusters Score -383162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -383165.500000 Penalty: 4020.232666
	Iteration 56Q: 3 clusters Score -383165.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -383169.468750 Penalty: 4020.232666
	Iteration 57Q: 3 clusters Score -383169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -383170.218750 Penalty: 4020.232666
	Iteration 58Q: 3 clusters Score -383170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -383171.687500 Penalty: 4020.232666
	Iteration 59Q: 3 clusters Score -383171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -383173.062500 Penalty: 4020.232666
	Iteration 60F: 3 clusters Score -383173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -383173.687500 Penalty: 4020.232666
	Iteration 61Q: 3 clusters Score -383173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -383174.093750 Penalty: 4020.232666
	Iteration 62Q: 3 clusters Score -383174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -383174.093750 Penalty: 4020.232666
	Iteration 63F: 3 clusters Score -383174.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (8466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Entering Unmasked Estep 
Score: -985935.000000 Penalty: 2242.865723
	Iteration 0F: 2 clusters Score -985935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -979244.250000 Penalty: 4485.731445
	Iteration 0F: 3 clusters Score -979244.2 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -981075.437500 Penalty: 4485.731445
	Iteration 1F: 3 clusters Score -981075.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -981342.062500 Penalty: 4485.731445
	Iteration 2F: 3 clusters Score -981342.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -981535.062500 Penalty: 4485.731445
	Iteration 3Q: 3 clusters Score -981535.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -981662.687500 Penalty: 4485.731445
	Iteration 4Q: 3 clusters Score -981662.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -981757.687500 Penalty: 4485.731445
	Iteration 5Q: 3 clusters Score -981757.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -981840.875000 Penalty: 4485.731445
	Iteration 6Q: 3 clusters Score -981840.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -981912.750000 Penalty: 4485.731445
	Iteration 7Q: 3 clusters Score -981912.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -981990.625000 Penalty: 4485.731445
	Iteration 8Q: 3 clusters Score -981990.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -982054.062500 Penalty: 4485.731445
	Iteration 9Q: 3 clusters Score -982054.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -982128.937500 Penalty: 4485.731445
	Iteration 10Q: 3 clusters Score -982128.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -982203.750000 Penalty: 4485.731445
	Iteration 11Q: 3 clusters Score -982203.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -982284.312500 Penalty: 4485.731445
	Iteration 12Q: 3 clusters Score -982284.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -982376.187500 Penalty: 4485.731445
	Iteration 13Q: 3 clusters Score -982376.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -982491.500000 Penalty: 4485.731445
	Iteration 14Q: 3 clusters Score -982491.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -982628.937500 Penalty: 4485.731445
	Iteration 15Q: 3 clusters Score -982628.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -982743.062500 Penalty: 4485.731445
	Iteration 16Q: 3 clusters Score -982743.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -982849.187500 Penalty: 4485.731445
	Iteration 17Q: 3 clusters Score -982849.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -982944.750000 Penalty: 4485.731445
	Iteration 18Q: 3 clusters Score -982944.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -983024.000000 Penalty: 4485.731445
	Iteration 19Q: 3 clusters Score -983024 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -983082.687500 Penalty: 4485.731445
	Iteration 20F: 3 clusters Score -983082.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -983128.125000 Penalty: 4485.731445
	Iteration 21Q: 3 clusters Score -983128.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -983166.500000 Penalty: 4485.731445
	Iteration 22Q: 3 clusters Score -983166.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -983211.625000 Penalty: 4485.731445
	Iteration 23Q: 3 clusters Score -983211.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -983253.562500 Penalty: 4485.731445
	Iteration 24Q: 3 clusters Score -983253.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -983294.062500 Penalty: 4485.731445
	Iteration 25Q: 3 clusters Score -983294.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -983329.562500 Penalty: 4485.731445
	Iteration 26Q: 3 clusters Score -983329.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -983368.062500 Penalty: 4485.731445
	Iteration 27Q: 3 clusters Score -983368.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -983401.437500 Penalty: 4485.731445
	Iteration 28Q: 3 clusters Score -983401.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -983439.187500 Penalty: 4485.731445
	Iteration 29Q: 3 clusters Score -983439.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -983468.625000 Penalty: 4485.731445
	Iteration 30Q: 3 clusters Score -983468.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -983503.812500 Penalty: 4485.731445
	Iteration 31Q: 3 clusters Score -983503.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -983533.375000 Penalty: 4485.731445
	Iteration 32Q: 3 clusters Score -983533.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -983558.375000 Penalty: 4485.731445
	Iteration 33Q: 3 clusters Score -983558.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -983590.500000 Penalty: 4485.731445
	Iteration 34Q: 3 clusters Score -983590.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -983622.437500 Penalty: 4485.731445
	Iteration 35Q: 3 clusters Score -983622.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -983659.687500 Penalty: 4485.731445
	Iteration 36Q: 3 clusters Score -983659.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -983698.625000 Penalty: 4485.731445
	Iteration 37Q: 3 clusters Score -983698.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -983739.625000 Penalty: 4485.731445
	Iteration 38Q: 3 clusters Score -983739.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -983770.062500 Penalty: 4485.731445
	Iteration 39Q: 3 clusters Score -983770.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -983798.562500 Penalty: 4485.731445
	Iteration 40F: 3 clusters Score -983798.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -983827.375000 Penalty: 4485.731445
	Iteration 41Q: 3 clusters Score -983827.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -983848.562500 Penalty: 4485.731445
	Iteration 42Q: 3 clusters Score -983848.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -983866.562500 Penalty: 4485.731445
	Iteration 43Q: 3 clusters Score -983866.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -983877.187500 Penalty: 4485.731445
	Iteration 44Q: 3 clusters Score -983877.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -983890.562500 Penalty: 4485.731445
	Iteration 45Q: 3 clusters Score -983890.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -983907.125000 Penalty: 4485.731445
	Iteration 46Q: 3 clusters Score -983907.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -983924.000000 Penalty: 4485.731445
	Iteration 47Q: 3 clusters Score -983924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -983934.687500 Penalty: 4485.731445
	Iteration 48Q: 3 clusters Score -983934.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -983945.375000 Penalty: 4485.731445
	Iteration 49Q: 3 clusters Score -983945.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -983953.187500 Penalty: 4485.731445
	Iteration 50Q: 3 clusters Score -983953.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -983963.562500 Penalty: 4485.731445
	Iteration 51Q: 3 clusters Score -983963.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -983973.687500 Penalty: 4485.731445
	Iteration 52Q: 3 clusters Score -983973.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -983980.562500 Penalty: 4485.731445
	Iteration 53Q: 3 clusters Score -983980.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -983984.812500 Penalty: 4485.731445
	Iteration 54Q: 3 clusters Score -983984.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -983990.062500 Penalty: 4485.731445
	Iteration 55Q: 3 clusters Score -983990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -983994.937500 Penalty: 4485.731445
	Iteration 56Q: 3 clusters Score -983994.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -984001.812500 Penalty: 4485.731445
	Iteration 57Q: 3 clusters Score -984001.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -984009.375000 Penalty: 4485.731445
	Iteration 58Q: 3 clusters Score -984009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -984013.625000 Penalty: 4485.731445
	Iteration 59Q: 3 clusters Score -984013.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -984016.625000 Penalty: 4485.731445
	Iteration 60F: 3 clusters Score -984016.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -984019.000000 Penalty: 4485.731445
	Iteration 61Q: 3 clusters Score -984019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -984022.562500 Penalty: 4485.731445
	Iteration 62Q: 3 clusters Score -984022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -984025.125000 Penalty: 4485.731445
	Iteration 63Q: 3 clusters Score -984025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -984026.625000 Penalty: 4485.731445
	Iteration 64Q: 3 clusters Score -984026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -984027.687500 Penalty: 4485.731445
	Iteration 65Q: 3 clusters Score -984027.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -984033.000000 Penalty: 4485.731445
	Iteration 66Q: 3 clusters Score -984033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -984035.625000 Penalty: 4485.731445
	Iteration 67Q: 3 clusters Score -984035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -984038.437500 Penalty: 4485.731445
	Iteration 68Q: 3 clusters Score -984038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -984039.375000 Penalty: 4485.731445
	Iteration 69Q: 3 clusters Score -984039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -984044.062500 Penalty: 4485.731445
	Iteration 70Q: 3 clusters Score -984044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -984045.625000 Penalty: 4485.731445
	Iteration 71Q: 3 clusters Score -984045.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -984048.937500 Penalty: 4485.731445
	Iteration 72Q: 3 clusters Score -984048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -984048.437500 Penalty: 4485.731445
	Iteration 73Q: 3 clusters Score -984048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -984051.937500 Penalty: 4485.731445
	Iteration 74Q: 3 clusters Score -984051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -984055.500000 Penalty: 4485.731445
	Iteration 75Q: 3 clusters Score -984055.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -984057.250000 Penalty: 4485.731445
	Iteration 76Q: 3 clusters Score -984057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -984060.375000 Penalty: 4485.731445
	Iteration 77Q: 3 clusters Score -984060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -984060.750000 Penalty: 4485.731445
	Iteration 78Q: 3 clusters Score -984060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -984063.687500 Penalty: 4485.731445
	Iteration 79Q: 3 clusters Score -984063.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -984065.500000 Penalty: 4485.731445
	Iteration 80F: 3 clusters Score -984065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -984066.250000 Penalty: 4485.731445
	Iteration 81Q: 3 clusters Score -984066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -984067.375000 Penalty: 4485.731445
	Iteration 82Q: 3 clusters Score -984067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -984068.437500 Penalty: 4485.731445
	Iteration 83Q: 3 clusters Score -984068.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -984069.375000 Penalty: 4485.731445
	Iteration 84Q: 3 clusters Score -984069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -984071.687500 Penalty: 4485.731445
	Iteration 85Q: 3 clusters Score -984071.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -984071.687500 Penalty: 4485.731445
	Iteration 86F: 3 clusters Score -984071.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -106517.242188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -106517.2 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 387 members 
Entering Unmasked Estep 
Score: -104824.367188 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -104824.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105344.546875 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -105344.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105619.906250 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -105619.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105796.343750 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -105796.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -105891.968750 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -105892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105974.085938 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -105974.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106045.398438 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -106045.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106113.250000 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -106113.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106168.734375 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -106168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106190.812500 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -106190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -106204.125000 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -106204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -106207.414062 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -106207.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -106207.414062 Penalty: 3306.179199
	Iteration 12F: 3 clusters Score -106207.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -46255.351562 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -46255.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44943.664062 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -44943.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45051.878906 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -45051.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45150.453125 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -45150.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45216.367188 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -45216.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45263.867188 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -45263.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45301.332031 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -45301.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45338.941406 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -45338.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45362.703125 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -45362.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45371.011719 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -45371.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45407.007812 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -45407.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45430.328125 Penalty: 2877.850586
	Iteration 10Q: 3 clusters Score -45430.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45434.859375 Penalty: 2877.850586
	Iteration 11Q: 3 clusters Score -45434.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45434.859375 Penalty: 2877.850586
	Iteration 12F: 3 clusters Score -45434.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Entering Unmasked Estep 
Score: -629966.437500 Penalty: 2138.547119
	Iteration 0F: 2 clusters Score -629966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -625131.000000 Penalty: 4277.094238
	Iteration 0F: 3 clusters Score -625131 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -626511.437500 Penalty: 4277.094238
	Iteration 1F: 3 clusters Score -626511.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -626815.812500 Penalty: 4277.094238
	Iteration 2F: 3 clusters Score -626815.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -626996.312500 Penalty: 4277.094238
	Iteration 3F: 3 clusters Score -626996.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -627149.625000 Penalty: 4277.094238
	Iteration 4Q: 3 clusters Score -627149.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -627293.187500 Penalty: 4277.094238
	Iteration 5Q: 3 clusters Score -627293.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -627432.937500 Penalty: 4277.094238
	Iteration 6Q: 3 clusters Score -627432.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -627580.937500 Penalty: 4277.094238
	Iteration 7Q: 3 clusters Score -627580.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -627744.250000 Penalty: 4277.094238
	Iteration 8Q: 3 clusters Score -627744.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -627895.937500 Penalty: 4277.094238
	Iteration 9Q: 3 clusters Score -627895.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -628013.375000 Penalty: 4277.094238
	Iteration 10Q: 3 clusters Score -628013.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -628126.812500 Penalty: 4277.094238
	Iteration 11Q: 3 clusters Score -628126.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -628210.375000 Penalty: 4277.094238
	Iteration 12Q: 3 clusters Score -628210.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -628279.250000 Penalty: 4277.094238
	Iteration 13Q: 3 clusters Score -628279.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -628344.375000 Penalty: 4277.094238
	Iteration 14Q: 3 clusters Score -628344.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -628392.937500 Penalty: 4277.094238
	Iteration 15Q: 3 clusters Score -628392.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -628438.437500 Penalty: 4277.094238
	Iteration 16Q: 3 clusters Score -628438.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -628475.312500 Penalty: 4277.094238
	Iteration 17Q: 3 clusters Score -628475.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -628504.937500 Penalty: 4277.094238
	Iteration 18Q: 3 clusters Score -628504.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -628531.562500 Penalty: 4277.094238
	Iteration 19Q: 3 clusters Score -628531.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -628555.500000 Penalty: 4277.094238
	Iteration 20F: 3 clusters Score -628555.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -628577.500000 Penalty: 4277.094238
	Iteration 21Q: 3 clusters Score -628577.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -628594.312500 Penalty: 4277.094238
	Iteration 22Q: 3 clusters Score -628594.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -628615.687500 Penalty: 4277.094238
	Iteration 23Q: 3 clusters Score -628615.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -628634.750000 Penalty: 4277.094238
	Iteration 24Q: 3 clusters Score -628634.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -628649.125000 Penalty: 4277.094238
	Iteration 25Q: 3 clusters Score -628649.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -628660.562500 Penalty: 4277.094238
	Iteration 26Q: 3 clusters Score -628660.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -628671.562500 Penalty: 4277.094238
	Iteration 27Q: 3 clusters Score -628671.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -628684.750000 Penalty: 4277.094238
	Iteration 28Q: 3 clusters Score -628684.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -628695.562500 Penalty: 4277.094238
	Iteration 29Q: 3 clusters Score -628695.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -628706.375000 Penalty: 4277.094238
	Iteration 30Q: 3 clusters Score -628706.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -628718.312500 Penalty: 4277.094238
	Iteration 31Q: 3 clusters Score -628718.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -628728.375000 Penalty: 4277.094238
	Iteration 32Q: 3 clusters Score -628728.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -628735.000000 Penalty: 4277.094238
	Iteration 33Q: 3 clusters Score -628735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -628740.875000 Penalty: 4277.094238
	Iteration 34Q: 3 clusters Score -628740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -628746.375000 Penalty: 4277.094238
	Iteration 35Q: 3 clusters Score -628746.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -628752.125000 Penalty: 4277.094238
	Iteration 36Q: 3 clusters Score -628752.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -628757.687500 Penalty: 4277.094238
	Iteration 37Q: 3 clusters Score -628757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -628760.062500 Penalty: 4277.094238
	Iteration 38Q: 3 clusters Score -628760.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -628763.625000 Penalty: 4277.094238
	Iteration 39Q: 3 clusters Score -628763.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -628766.062500 Penalty: 4277.094238
	Iteration 40F: 3 clusters Score -628766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -628767.937500 Penalty: 4277.094238
	Iteration 41Q: 3 clusters Score -628767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -628768.125000 Penalty: 4277.094238
	Iteration 42Q: 3 clusters Score -628768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -628768.937500 Penalty: 4277.094238
	Iteration 43Q: 3 clusters Score -628768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -628769.687500 Penalty: 4277.094238
	Iteration 44Q: 3 clusters Score -628769.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -628769.687500 Penalty: 4277.094238
	Iteration 45F: 3 clusters Score -628769.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -103447.765625 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -103447.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101917.046875 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -101917 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102801.710938 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -102801.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -103123.812500 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -103123.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -103309.093750 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -103309.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -103482.718750 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -103482.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -103610.929688 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -103610.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -103707.054688 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -103707.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -103816.062500 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -103816.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -103893.960938 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -103894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -103923.343750 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -103923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -103939.000000 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -103939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -103944.171875 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -103944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -103949.875000 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -103949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -103953.898438 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -103953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -103955.062500 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -103955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -103955.062500 Penalty: 3313.081299
	Iteration 15F: 3 clusters Score -103955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18045 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 31784 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 188257 members 
Mstep: Class 13 contains 186838 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 17084 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 43239 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 11533 members 
Mstep: Class 26 contains 51124 members 
Mstep: Class 27 contains 25623 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 175678 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 5964 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 5553 members 
Mstep: Class 39 contains 2869 members 
Mstep: Class 40 contains 2272 members 
Mstep: Class 41 contains 9895 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1567 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 6197 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 4966 members 
Mstep: Class 51 contains 34658 members 
Mstep: Class 52 contains 459 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 25185 members 
Mstep: Class 55 contains 4067 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 6502 members 
Mstep: Class 58 contains 1180 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 8466 members 
Mstep: Class 62 contains 785 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 5559 members 
Mstep: Class 65 contains 568 members 
Mstep: Class 66 contains 11321 members 
Mstep: Class 67 contains 2821 members 
Mstep: Class 68 contains 11264 members 
Mstep: Class 69 contains 4006 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 408 members 
Mstep: Class 72 contains 4204 members 
Mstep: Class 73 contains 644 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 228 members 
Entering Unmasked Estep 
Score: -133760448.000000 Penalty: 260018.453125
Splitting cluster 65 changes total score from -133761704.000000 to -133760448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (11321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Entering Unmasked Estep 
Score: -1304903.375000 Penalty: 2314.934814
	Iteration 0F: 2 clusters Score -1304903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1296477.250000 Penalty: 4629.869629
	Iteration 0F: 3 clusters Score -1296477 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1299024.000000 Penalty: 4629.869629
	Iteration 1F: 3 clusters Score -1299024 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1299417.625000 Penalty: 4629.869629
	Iteration 2F: 3 clusters Score -1299418 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1299785.125000 Penalty: 4629.869629
	Iteration 3F: 3 clusters Score -1299785 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1300120.250000 Penalty: 4629.869629
	Iteration 4F: 3 clusters Score -1300120 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1300441.625000 Penalty: 4629.869629
	Iteration 5Q: 3 clusters Score -1300442 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1300736.375000 Penalty: 4629.869629
	Iteration 6Q: 3 clusters Score -1300736 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1301028.875000 Penalty: 4629.869629
	Iteration 7Q: 3 clusters Score -1301029 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1301311.250000 Penalty: 4629.869629
	Iteration 8Q: 3 clusters Score -1301311 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1301626.625000 Penalty: 4629.869629
	Iteration 9Q: 3 clusters Score -1301627 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1301985.000000 Penalty: 4629.869629
	Iteration 10Q: 3 clusters Score -1301985 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1302397.375000 Penalty: 4629.869629
	Iteration 11Q: 3 clusters Score -1302397 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1302750.375000 Penalty: 4629.869629
	Iteration 12Q: 3 clusters Score -1302750 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1302990.875000 Penalty: 4629.869629
	Iteration 13Q: 3 clusters Score -1302991 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1303132.000000 Penalty: 4629.869629
	Iteration 14Q: 3 clusters Score -1303132 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1303221.125000 Penalty: 4629.869629
	Iteration 15Q: 3 clusters Score -1303221 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1303285.375000 Penalty: 4629.869629
	Iteration 16Q: 3 clusters Score -1303285 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1303335.625000 Penalty: 4629.869629
	Iteration 17Q: 3 clusters Score -1303336 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1303373.875000 Penalty: 4629.869629
	Iteration 18Q: 3 clusters Score -1303374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1303392.375000 Penalty: 4629.869629
	Iteration 19Q: 3 clusters Score -1303392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1303409.000000 Penalty: 4629.869629
	Iteration 20F: 3 clusters Score -1303409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1303418.375000 Penalty: 4629.869629
	Iteration 21Q: 3 clusters Score -1303418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1303421.375000 Penalty: 4629.869629
	Iteration 22Q: 3 clusters Score -1303421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1303432.375000 Penalty: 4629.869629
	Iteration 23Q: 3 clusters Score -1303432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1303439.375000 Penalty: 4629.869629
	Iteration 24Q: 3 clusters Score -1303439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1303445.625000 Penalty: 4629.869629
	Iteration 25Q: 3 clusters Score -1303446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1303449.875000 Penalty: 4629.869629
	Iteration 26Q: 3 clusters Score -1303450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1303455.125000 Penalty: 4629.869629
	Iteration 27Q: 3 clusters Score -1303455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1303458.500000 Penalty: 4629.869629
	Iteration 28Q: 3 clusters Score -1303458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1303461.625000 Penalty: 4629.869629
	Iteration 29Q: 3 clusters Score -1303462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1303459.250000 Penalty: 4629.869629
	Iteration 30Q: 3 clusters Score -1303459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1303465.250000 Penalty: 4629.869629
	Iteration 31Q: 3 clusters Score -1303465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1303464.875000 Penalty: 4629.869629
	Iteration 32Q: 3 clusters Score -1303465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1303469.000000 Penalty: 4629.869629
	Iteration 33Q: 3 clusters Score -1303469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1303467.250000 Penalty: 4629.869629
	Iteration 34Q: 3 clusters Score -1303467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1303469.250000 Penalty: 4629.869629
	Iteration 35Q: 3 clusters Score -1303469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1303467.375000 Penalty: 4629.869629
	Iteration 36Q: 3 clusters Score -1303467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1303471.375000 Penalty: 4629.869629
	Iteration 37Q: 3 clusters Score -1303471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1303475.250000 Penalty: 4629.869629
	Iteration 38Q: 3 clusters Score -1303475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1303475.250000 Penalty: 4629.869629
	Iteration 39Q: 3 clusters Score -1303475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1303477.625000 Penalty: 4629.869629
	Iteration 40F: 3 clusters Score -1303478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1303481.000000 Penalty: 4629.869629
	Iteration 41Q: 3 clusters Score -1303481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1303483.375000 Penalty: 4629.869629
	Iteration 42Q: 3 clusters Score -1303483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1303485.125000 Penalty: 4629.869629
	Iteration 43Q: 3 clusters Score -1303485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1303485.750000 Penalty: 4629.869629
	Iteration 44Q: 3 clusters Score -1303486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1303485.750000 Penalty: 4629.869629
	Iteration 45Q: 3 clusters Score -1303486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1303484.125000 Penalty: 4629.869629
	Iteration 46Q: 3 clusters Score -1303484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1303485.250000 Penalty: 4629.869629
	Iteration 47Q: 3 clusters Score -1303485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1303484.000000 Penalty: 4629.869629
	Iteration 48Q: 3 clusters Score -1303484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1303484.000000 Penalty: 4629.869629
	Iteration 49F: 3 clusters Score -1303484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -409238.718750 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -409238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -406098.812500 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -406098.8 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -406857.687500 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -406857.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -407168.625000 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -407168.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -407421.375000 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -407421.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -407677.812500 Penalty: 3940.644043
	Iteration 4F: 3 clusters Score -407677.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -407854.625000 Penalty: 3940.644043
	Iteration 5F: 3 clusters Score -407854.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -407972.218750 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -407972.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -408050.781250 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -408050.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -408111.125000 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -408111.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -408168.750000 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -408168.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -408225.343750 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -408225.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -408271.500000 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -408271.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -408310.218750 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -408310.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -408340.875000 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -408340.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -408373.500000 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -408373.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -408404.718750 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -408404.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -408439.968750 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -408440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -408470.437500 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -408470.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -408498.218750 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -408498.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -408521.093750 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -408521.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -408533.687500 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -408533.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -408544.125000 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -408544.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -408553.281250 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -408553.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -408558.437500 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -408558.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -408565.125000 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -408565.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -408572.625000 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -408572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -408575.625000 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -408575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -408576.656250 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -408576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -408577.281250 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -408577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -408577.281250 Penalty: 3940.644043
	Iteration 29F: 3 clusters Score -408577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (11264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Entering Unmasked Estep 
Score: -1309265.000000 Penalty: 2313.682861
	Iteration 0F: 2 clusters Score -1309265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1300719.250000 Penalty: 4627.365723
	Iteration 0F: 3 clusters Score -1300719 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1303396.125000 Penalty: 4627.365723
	Iteration 1F: 3 clusters Score -1303396 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1303942.875000 Penalty: 4627.365723
	Iteration 2F: 3 clusters Score -1303943 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1304605.750000 Penalty: 4627.365723
	Iteration 3F: 3 clusters Score -1304606 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1305287.750000 Penalty: 4627.365723
	Iteration 4F: 3 clusters Score -1305288 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1305848.375000 Penalty: 4627.365723
	Iteration 5F: 3 clusters Score -1305848 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1306242.000000 Penalty: 4627.365723
	Iteration 6F: 3 clusters Score -1306242 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1306476.000000 Penalty: 4627.365723
	Iteration 7Q: 3 clusters Score -1306476 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1306605.375000 Penalty: 4627.365723
	Iteration 8Q: 3 clusters Score -1306605 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1306676.000000 Penalty: 4627.365723
	Iteration 9Q: 3 clusters Score -1306676 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1306711.250000 Penalty: 4627.365723
	Iteration 10Q: 3 clusters Score -1306711 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1306732.625000 Penalty: 4627.365723
	Iteration 11Q: 3 clusters Score -1306733 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1306747.375000 Penalty: 4627.365723
	Iteration 12Q: 3 clusters Score -1306747 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1306750.250000 Penalty: 4627.365723
	Iteration 13Q: 3 clusters Score -1306750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1306752.500000 Penalty: 4627.365723
	Iteration 14Q: 3 clusters Score -1306752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1306757.375000 Penalty: 4627.365723
	Iteration 15Q: 3 clusters Score -1306757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1306763.250000 Penalty: 4627.365723
	Iteration 16Q: 3 clusters Score -1306763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1306765.000000 Penalty: 4627.365723
	Iteration 17Q: 3 clusters Score -1306765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1306767.250000 Penalty: 4627.365723
	Iteration 18Q: 3 clusters Score -1306767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1306774.250000 Penalty: 4627.365723
	Iteration 19Q: 3 clusters Score -1306774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1306777.375000 Penalty: 4627.365723
	Iteration 20F: 3 clusters Score -1306777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1306778.250000 Penalty: 4627.365723
	Iteration 21Q: 3 clusters Score -1306778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1306778.500000 Penalty: 4627.365723
	Iteration 22Q: 3 clusters Score -1306778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1306778.375000 Penalty: 4627.365723
	Iteration 23Q: 3 clusters Score -1306778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1306779.875000 Penalty: 4627.365723
	Iteration 24Q: 3 clusters Score -1306780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1306778.625000 Penalty: 4627.365723
	Iteration 25Q: 3 clusters Score -1306779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1306778.375000 Penalty: 4627.365723
	Iteration 26Q: 3 clusters Score -1306778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1306778.375000 Penalty: 4627.365723
	Iteration 27Q: 3 clusters Score -1306778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1306778.125000 Penalty: 4627.365723
	Iteration 28Q: 3 clusters Score -1306778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1306779.625000 Penalty: 4627.365723
	Iteration 29Q: 3 clusters Score -1306780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1306779.000000 Penalty: 4627.365723
	Iteration 30Q: 3 clusters Score -1306779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1306779.000000 Penalty: 4627.365723
	Iteration 31F: 3 clusters Score -1306779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Entering Unmasked Estep 
Score: -459714.312500 Penalty: 2057.295898
	Iteration 0F: 2 clusters Score -459714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -455884.062500 Penalty: 4114.591797
	Iteration 0F: 3 clusters Score -455884.1 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -456744.531250 Penalty: 4114.591797
	Iteration 1F: 3 clusters Score -456744.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -456901.156250 Penalty: 4114.591797
	Iteration 2F: 3 clusters Score -456901.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -457008.500000 Penalty: 4114.591797
	Iteration 3Q: 3 clusters Score -457008.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -457088.750000 Penalty: 4114.591797
	Iteration 4Q: 3 clusters Score -457088.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -457142.312500 Penalty: 4114.591797
	Iteration 5Q: 3 clusters Score -457142.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -457175.343750 Penalty: 4114.591797
	Iteration 6Q: 3 clusters Score -457175.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -457198.750000 Penalty: 4114.591797
	Iteration 7Q: 3 clusters Score -457198.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -457221.687500 Penalty: 4114.591797
	Iteration 8Q: 3 clusters Score -457221.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -457243.937500 Penalty: 4114.591797
	Iteration 9Q: 3 clusters Score -457243.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -457266.125000 Penalty: 4114.591797
	Iteration 10Q: 3 clusters Score -457266.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -457282.062500 Penalty: 4114.591797
	Iteration 11Q: 3 clusters Score -457282.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -457298.218750 Penalty: 4114.591797
	Iteration 12Q: 3 clusters Score -457298.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -457308.593750 Penalty: 4114.591797
	Iteration 13Q: 3 clusters Score -457308.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -457320.062500 Penalty: 4114.591797
	Iteration 14Q: 3 clusters Score -457320.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -457333.750000 Penalty: 4114.591797
	Iteration 15Q: 3 clusters Score -457333.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -457348.750000 Penalty: 4114.591797
	Iteration 16Q: 3 clusters Score -457348.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -457360.156250 Penalty: 4114.591797
	Iteration 17Q: 3 clusters Score -457360.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -457374.687500 Penalty: 4114.591797
	Iteration 18Q: 3 clusters Score -457374.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -457385.906250 Penalty: 4114.591797
	Iteration 19Q: 3 clusters Score -457385.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -457398.625000 Penalty: 4114.591797
	Iteration 20F: 3 clusters Score -457398.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -457409.687500 Penalty: 4114.591797
	Iteration 21Q: 3 clusters Score -457409.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -457429.656250 Penalty: 4114.591797
	Iteration 22Q: 3 clusters Score -457429.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -457447.375000 Penalty: 4114.591797
	Iteration 23Q: 3 clusters Score -457447.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -457462.781250 Penalty: 4114.591797
	Iteration 24Q: 3 clusters Score -457462.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -457482.781250 Penalty: 4114.591797
	Iteration 25Q: 3 clusters Score -457482.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -457507.187500 Penalty: 4114.591797
	Iteration 26Q: 3 clusters Score -457507.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -457524.937500 Penalty: 4114.591797
	Iteration 27Q: 3 clusters Score -457524.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -457541.468750 Penalty: 4114.591797
	Iteration 28Q: 3 clusters Score -457541.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -457567.687500 Penalty: 4114.591797
	Iteration 29Q: 3 clusters Score -457567.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -457593.937500 Penalty: 4114.591797
	Iteration 30Q: 3 clusters Score -457593.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -457628.156250 Penalty: 4114.591797
	Iteration 31Q: 3 clusters Score -457628.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -457663.812500 Penalty: 4114.591797
	Iteration 32Q: 3 clusters Score -457663.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -457706.468750 Penalty: 4114.591797
	Iteration 33Q: 3 clusters Score -457706.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -457750.843750 Penalty: 4114.591797
	Iteration 34Q: 3 clusters Score -457750.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -457798.187500 Penalty: 4114.591797
	Iteration 35Q: 3 clusters Score -457798.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -457856.656250 Penalty: 4114.591797
	Iteration 36Q: 3 clusters Score -457856.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -457907.406250 Penalty: 4114.591797
	Iteration 37Q: 3 clusters Score -457907.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -457945.406250 Penalty: 4114.591797
	Iteration 38Q: 3 clusters Score -457945.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -457975.343750 Penalty: 4114.591797
	Iteration 39Q: 3 clusters Score -457975.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -458000.812500 Penalty: 4114.591797
	Iteration 40F: 3 clusters Score -458000.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -458018.906250 Penalty: 4114.591797
	Iteration 41Q: 3 clusters Score -458018.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -458037.718750 Penalty: 4114.591797
	Iteration 42Q: 3 clusters Score -458037.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -458058.718750 Penalty: 4114.591797
	Iteration 43Q: 3 clusters Score -458058.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -458079.687500 Penalty: 4114.591797
	Iteration 44Q: 3 clusters Score -458079.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -458101.531250 Penalty: 4114.591797
	Iteration 45Q: 3 clusters Score -458101.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -458124.968750 Penalty: 4114.591797
	Iteration 46Q: 3 clusters Score -458125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -458152.500000 Penalty: 4114.591797
	Iteration 47Q: 3 clusters Score -458152.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -458172.500000 Penalty: 4114.591797
	Iteration 48Q: 3 clusters Score -458172.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -458185.843750 Penalty: 4114.591797
	Iteration 49Q: 3 clusters Score -458185.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -458198.156250 Penalty: 4114.591797
	Iteration 50Q: 3 clusters Score -458198.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -458207.687500 Penalty: 4114.591797
	Iteration 51Q: 3 clusters Score -458207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -458212.000000 Penalty: 4114.591797
	Iteration 52Q: 3 clusters Score -458212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -458212.718750 Penalty: 4114.591797
	Iteration 53Q: 3 clusters Score -458212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -458216.281250 Penalty: 4114.591797
	Iteration 54Q: 3 clusters Score -458216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -458217.937500 Penalty: 4114.591797
	Iteration 55Q: 3 clusters Score -458217.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -458221.437500 Penalty: 4114.591797
	Iteration 56Q: 3 clusters Score -458221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -458221.187500 Penalty: 4114.591797
	Iteration 57Q: 3 clusters Score -458221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -458223.531250 Penalty: 4114.591797
	Iteration 58Q: 3 clusters Score -458223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -458223.593750 Penalty: 4114.591797
	Iteration 59Q: 3 clusters Score -458223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -458224.656250 Penalty: 4114.591797
	Iteration 60F: 3 clusters Score -458224.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -458225.750000 Penalty: 4114.591797
	Iteration 61Q: 3 clusters Score -458225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -458226.562500 Penalty: 4114.591797
	Iteration 62Q: 3 clusters Score -458226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -458226.000000 Penalty: 4114.591797
	Iteration 63Q: 3 clusters Score -458226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -458226.000000 Penalty: 4114.591797
	Iteration 64F: 3 clusters Score -458226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -25008.470703 Penalty: 1299.953247
	Iteration 0F: 2 clusters Score -25008.47 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 102 members 
Entering Unmasked Estep 
Score: -24048.705078 Penalty: 2599.906494
	Iteration 0F: 3 clusters Score -24048.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24175.078125 Penalty: 2599.906494
	Iteration 1F: 3 clusters Score -24175.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24221.783203 Penalty: 2599.906494
	Iteration 2Q: 3 clusters Score -24221.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24242.177734 Penalty: 2599.906494
	Iteration 3Q: 3 clusters Score -24242.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24246.574219 Penalty: 2599.906494
	Iteration 4Q: 3 clusters Score -24246.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24251.855469 Penalty: 2599.906494
	Iteration 5Q: 3 clusters Score -24251.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24263.535156 Penalty: 2599.906494
	Iteration 6Q: 3 clusters Score -24263.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24283.994141 Penalty: 2599.906494
	Iteration 7Q: 3 clusters Score -24283.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24293.316406 Penalty: 2599.906494
	Iteration 8Q: 3 clusters Score -24293.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24293.316406 Penalty: 2599.906494
	Iteration 9F: 3 clusters Score -24293.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -55643.523438 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -55643.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54253.957031 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -54253.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54475.332031 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -54475.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54576.843750 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -54576.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54627.507812 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -54627.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54660.761719 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -54660.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54687.937500 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -54687.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54696.785156 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -54696.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54701.816406 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -54701.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54713.140625 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -54713.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54722.761719 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -54722.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54722.761719 Penalty: 2981.588623
	Iteration 10F: 3 clusters Score -54722.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (4204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Entering Unmasked Estep 
Score: -478946.468750 Penalty: 2069.260498
	Iteration 0F: 2 clusters Score -478946.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -474957.125000 Penalty: 4138.520996
	Iteration 0F: 3 clusters Score -474957.1 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -475943.000000 Penalty: 4138.520996
	Iteration 1F: 3 clusters Score -475943 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -476205.062500 Penalty: 4138.520996
	Iteration 2F: 3 clusters Score -476205.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -476382.625000 Penalty: 4138.520996
	Iteration 3F: 3 clusters Score -476382.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -476516.312500 Penalty: 4138.520996
	Iteration 4Q: 3 clusters Score -476516.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -476662.125000 Penalty: 4138.520996
	Iteration 5Q: 3 clusters Score -476662.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -476779.875000 Penalty: 4138.520996
	Iteration 6Q: 3 clusters Score -476779.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -476868.156250 Penalty: 4138.520996
	Iteration 7Q: 3 clusters Score -476868.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -476938.718750 Penalty: 4138.520996
	Iteration 8Q: 3 clusters Score -476938.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -476986.343750 Penalty: 4138.520996
	Iteration 9Q: 3 clusters Score -476986.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -477016.281250 Penalty: 4138.520996
	Iteration 10Q: 3 clusters Score -477016.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -477043.812500 Penalty: 4138.520996
	Iteration 11Q: 3 clusters Score -477043.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -477064.718750 Penalty: 4138.520996
	Iteration 12Q: 3 clusters Score -477064.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -477085.937500 Penalty: 4138.520996
	Iteration 13Q: 3 clusters Score -477085.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -477111.843750 Penalty: 4138.520996
	Iteration 14Q: 3 clusters Score -477111.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -477131.375000 Penalty: 4138.520996
	Iteration 15Q: 3 clusters Score -477131.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -477148.000000 Penalty: 4138.520996
	Iteration 16Q: 3 clusters Score -477148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -477164.656250 Penalty: 4138.520996
	Iteration 17Q: 3 clusters Score -477164.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -477188.343750 Penalty: 4138.520996
	Iteration 18Q: 3 clusters Score -477188.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -477208.343750 Penalty: 4138.520996
	Iteration 19Q: 3 clusters Score -477208.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -477226.718750 Penalty: 4138.520996
	Iteration 20F: 3 clusters Score -477226.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -477243.718750 Penalty: 4138.520996
	Iteration 21Q: 3 clusters Score -477243.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -477264.062500 Penalty: 4138.520996
	Iteration 22Q: 3 clusters Score -477264.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -477281.375000 Penalty: 4138.520996
	Iteration 23Q: 3 clusters Score -477281.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -477295.750000 Penalty: 4138.520996
	Iteration 24Q: 3 clusters Score -477295.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -477307.562500 Penalty: 4138.520996
	Iteration 25Q: 3 clusters Score -477307.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -477316.531250 Penalty: 4138.520996
	Iteration 26Q: 3 clusters Score -477316.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -477324.000000 Penalty: 4138.520996
	Iteration 27Q: 3 clusters Score -477324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -477336.781250 Penalty: 4138.520996
	Iteration 28Q: 3 clusters Score -477336.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -477343.500000 Penalty: 4138.520996
	Iteration 29Q: 3 clusters Score -477343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -477347.843750 Penalty: 4138.520996
	Iteration 30Q: 3 clusters Score -477347.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -477351.937500 Penalty: 4138.520996
	Iteration 31Q: 3 clusters Score -477351.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -477354.000000 Penalty: 4138.520996
	Iteration 32Q: 3 clusters Score -477354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -477354.218750 Penalty: 4138.520996
	Iteration 33Q: 3 clusters Score -477354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -477355.312500 Penalty: 4138.520996
	Iteration 34Q: 3 clusters Score -477355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -477356.281250 Penalty: 4138.520996
	Iteration 35Q: 3 clusters Score -477356.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -477358.031250 Penalty: 4138.520996
	Iteration 36Q: 3 clusters Score -477358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -477359.156250 Penalty: 4138.520996
	Iteration 37Q: 3 clusters Score -477359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -477358.468750 Penalty: 4138.520996
	Iteration 38Q: 3 clusters Score -477358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -477360.187500 Penalty: 4138.520996
	Iteration 39Q: 3 clusters Score -477360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -477360.468750 Penalty: 4138.520996
	Iteration 40F: 3 clusters Score -477360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -477361.468750 Penalty: 4138.520996
	Iteration 41Q: 3 clusters Score -477361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -477361.468750 Penalty: 4138.520996
	Iteration 42F: 3 clusters Score -477361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -100097.492188 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -100097.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -98434.960938 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -98434.96 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98743.664062 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -98743.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98877.328125 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -98877.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99019.453125 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -99019.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99097.257812 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -99097.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99158.757812 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -99158.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99201.226562 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -99201.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99230.953125 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -99230.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -99249.703125 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -99249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -99257.335938 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -99257.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -99269.289062 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -99269.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99270.296875 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -99270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99271.078125 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -99271.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99273.046875 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -99273.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99276.664062 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -99276.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99277.976562 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -99277.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99277.976562 Penalty: 3207.978516
	Iteration 16F: 3 clusters Score -99277.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -94185.593750 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -94185.59 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 360 members 
Entering Unmasked Estep 
Score: -92553.492188 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -92553.49 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -93055.960938 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -93055.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93374.507812 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -93374.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -93525.796875 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -93525.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93601.570312 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -93601.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93685.476562 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -93685.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93746.281250 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -93746.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93798.101562 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -93798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -93869.953125 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -93869.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93959.664062 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -93959.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93978.546875 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -93978.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94002.148438 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -94002.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94019.328125 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -94019.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94023.296875 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -94023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94024.906250 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -94024.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94025.976562 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -94025.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94028.343750 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -94028.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94028.343750 Penalty: 3237.867188
	Iteration 17F: 3 clusters Score -94028.34 nChanged 0
20->75 Clusters: Score -133761704.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1178186 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 58614 members 
Mstep: Class 3 contains 59016 members 
Mstep: Class 4 contains 59043 members 
Mstep: Class 5 contains 58871 members 
Mstep: Class 6 contains 58940 members 
Mstep: Class 7 contains 59174 members 
Mstep: Class 8 contains 58535 members 
Mstep: Class 9 contains 58977 members 
Mstep: Class 10 contains 59096 members 
Mstep: Class 11 contains 58937 members 
Mstep: Class 12 contains 58658 members 
Mstep: Class 13 contains 58891 members 
Mstep: Class 14 contains 59016 members 
Mstep: Class 15 contains 59279 members 
Mstep: Class 16 contains 58425 members 
Mstep: Class 17 contains 58787 members 
Mstep: Class 18 contains 59233 members 
Mstep: Class 19 contains 58782 members 
Mstep: Class 20 contains 59112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 970.134827 but Gain 3466.906250
Score: -123598560.000000 Penalty: 65871.343750
Iteration 0F: 20 clusters Score -1.235986e+08 nChanged 1117270
Entering Unmasked Mstep 
Mstep: Class 0 contains 4726 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 5353 members 
Mstep: Class 4 contains 64441 members 
Mstep: Class 5 contains 14453 members 
Mstep: Class 6 contains 49514 members 
Mstep: Class 7 contains 32874 members 
Mstep: Class 8 contains 47215 members 
Mstep: Class 9 contains 14972 members 
Mstep: Class 10 contains 64738 members 
Mstep: Class 11 contains 47215 members 
Mstep: Class 12 contains 19250 members 
Mstep: Class 13 contains 58002 members 
Mstep: Class 14 contains 74293 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 418900 members 
Mstep: Class 17 contains 72798 members 
Mstep: Class 18 contains 71162 members 
Mstep: Class 19 contains 32141 members 
Mstep: Class 20 contains 48320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3368.155518 but Gain 3466.917969
Score: -129678472.000000 Penalty: 62404.425781
Iteration 1F: 19 clusters Score -1.296785e+08 nChanged 520072
Entering Unmasked Mstep 
Mstep: Class 0 contains 829 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 18935 members 
Mstep: Class 4 contains 42800 members 
Mstep: Class 6 contains 49843 members 
Mstep: Class 7 contains 15225 members 
Mstep: Class 8 contains 38434 members 
Mstep: Class 9 contains 1677 members 
Mstep: Class 10 contains 60674 members 
Mstep: Class 11 contains 33150 members 
Mstep: Class 12 contains 6404 members 
Mstep: Class 13 contains 62214 members 
Mstep: Class 14 contains 50155 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 616021 members 
Mstep: Class 17 contains 75990 members 
Mstep: Class 18 contains 31210 members 
Mstep: Class 19 contains 27590 members 
Mstep: Class 20 contains 30836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131134096.000000 Penalty: 62404.425781
Iteration 2F: 19 clusters Score -1.311341e+08 nChanged 283962
Entering Unmasked Mstep 
Mstep: Class 0 contains 440 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 19206 members 
Mstep: Class 4 contains 35605 members 
Mstep: Class 6 contains 73565 members 
Mstep: Class 7 contains 8927 members 
Mstep: Class 8 contains 41046 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 75914 members 
Mstep: Class 11 contains 28208 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 60397 members 
Mstep: Class 14 contains 52310 members 
Mstep: Class 15 contains 5341 members 
Mstep: Class 16 contains 589295 members 
Mstep: Class 17 contains 94147 members 
Mstep: Class 18 contains 25090 members 
Mstep: Class 19 contains 28855 members 
Mstep: Class 20 contains 17238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131860288.000000 Penalty: 62404.425781
Iteration 3F: 19 clusters Score -1.318603e+08 nChanged 183931
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 19075 members 
Mstep: Class 4 contains 32185 members 
Mstep: Class 6 contains 89647 members 
Mstep: Class 7 contains 6850 members 
Mstep: Class 8 contains 46133 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 89902 members 
Mstep: Class 11 contains 25792 members 
Mstep: Class 12 contains 8652 members 
Mstep: Class 13 contains 55496 members 
Mstep: Class 14 contains 52665 members 
Mstep: Class 15 contains 6664 members 
Mstep: Class 16 contains 543637 members 
Mstep: Class 17 contains 109955 members 
Mstep: Class 18 contains 27693 members 
Mstep: Class 19 contains 30665 members 
Mstep: Class 20 contains 12704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132224088.000000 Penalty: 62404.425781
Iteration 4F: 19 clusters Score -1.322241e+08 nChanged 126614
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 19034 members 
Mstep: Class 4 contains 31363 members 
Mstep: Class 6 contains 91401 members 
Mstep: Class 7 contains 7639 members 
Mstep: Class 8 contains 54051 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 93754 members 
Mstep: Class 11 contains 24501 members 
Mstep: Class 12 contains 11334 members 
Mstep: Class 13 contains 51203 members 
Mstep: Class 14 contains 51378 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 515457 members 
Mstep: Class 17 contains 121484 members 
Mstep: Class 18 contains 33184 members 
Mstep: Class 19 contains 31265 members 
Mstep: Class 20 contains 11497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132420744.000000 Penalty: 62404.425781
Iteration 5F: 19 clusters Score -1.324207e+08 nChanged 101218
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 19010 members 
Mstep: Class 4 contains 31988 members 
Mstep: Class 6 contains 86800 members 
Mstep: Class 7 contains 10749 members 
Mstep: Class 8 contains 72946 members 
Mstep: Class 9 contains 1701 members 
Mstep: Class 10 contains 92427 members 
Mstep: Class 11 contains 23691 members 
Mstep: Class 12 contains 13584 members 
Mstep: Class 13 contains 48338 members 
Mstep: Class 14 contains 51999 members 
Mstep: Class 15 contains 6789 members 
Mstep: Class 16 contains 485422 members 
Mstep: Class 17 contains 129165 members 
Mstep: Class 18 contains 38771 members 
Mstep: Class 19 contains 31169 members 
Mstep: Class 20 contains 11854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132580304.000000 Penalty: 62404.425781
Iteration 6F: 19 clusters Score -1.325803e+08 nChanged 95077
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 18975 members 
Mstep: Class 4 contains 33125 members 
Mstep: Class 6 contains 81031 members 
Mstep: Class 7 contains 15269 members 
Mstep: Class 8 contains 103970 members 
Mstep: Class 9 contains 1742 members 
Mstep: Class 10 contains 88050 members 
Mstep: Class 11 contains 22924 members 
Mstep: Class 12 contains 15292 members 
Mstep: Class 13 contains 47224 members 
Mstep: Class 14 contains 53292 members 
Mstep: Class 15 contains 6468 members 
Mstep: Class 16 contains 447883 members 
Mstep: Class 17 contains 133418 members 
Mstep: Class 18 contains 42997 members 
Mstep: Class 19 contains 31092 members 
Mstep: Class 20 contains 13181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132722360.000000 Penalty: 62404.425781
Iteration 7F: 19 clusters Score -1.327224e+08 nChanged 90193
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 18943 members 
Mstep: Class 4 contains 35148 members 
Mstep: Class 6 contains 75537 members 
Mstep: Class 7 contains 19591 members 
Mstep: Class 8 contains 138615 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 82136 members 
Mstep: Class 11 contains 22321 members 
Mstep: Class 12 contains 16283 members 
Mstep: Class 13 contains 47003 members 
Mstep: Class 14 contains 54668 members 
Mstep: Class 15 contains 6226 members 
Mstep: Class 16 contains 408691 members 
Mstep: Class 17 contains 136441 members 
Mstep: Class 18 contains 46385 members 
Mstep: Class 19 contains 31491 members 
Mstep: Class 20 contains 14679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132864488.000000 Penalty: 62404.425781
Iteration 8F: 19 clusters Score -1.328645e+08 nChanged 79416
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 18902 members 
Mstep: Class 4 contains 37757 members 
Mstep: Class 6 contains 70343 members 
Mstep: Class 7 contains 23022 members 
Mstep: Class 8 contains 168219 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 75712 members 
Mstep: Class 11 contains 22073 members 
Mstep: Class 12 contains 17072 members 
Mstep: Class 13 contains 46831 members 
Mstep: Class 14 contains 55501 members 
Mstep: Class 15 contains 6050 members 
Mstep: Class 16 contains 378660 members 
Mstep: Class 17 contains 137957 members 
Mstep: Class 18 contains 48424 members 
Mstep: Class 19 contains 31908 members 
Mstep: Class 20 contains 15962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132961944.000000 Penalty: 62404.425781
Iteration 9F: 19 clusters Score -1.329619e+08 nChanged 66615
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 18870 members 
Mstep: Class 4 contains 40960 members 
Mstep: Class 6 contains 65852 members 
Mstep: Class 7 contains 25688 members 
Mstep: Class 8 contains 188934 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 69661 members 
Mstep: Class 11 contains 22304 members 
Mstep: Class 12 contains 17759 members 
Mstep: Class 13 contains 46323 members 
Mstep: Class 14 contains 56304 members 
Mstep: Class 15 contains 5984 members 
Mstep: Class 16 contains 358167 members 
Mstep: Class 17 contains 138539 members 
Mstep: Class 18 contains 49711 members 
Mstep: Class 19 contains 32081 members 
Mstep: Class 20 contains 17293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133053632.000000 Penalty: 62404.425781
Iteration 10F: 19 clusters Score -1.330536e+08 nChanged 48192
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 18861 members 
Mstep: Class 4 contains 44595 members 
Mstep: Class 6 contains 63383 members 
Mstep: Class 7 contains 27690 members 
Mstep: Class 8 contains 197970 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 64074 members 
Mstep: Class 11 contains 22974 members 
Mstep: Class 12 contains 18265 members 
Mstep: Class 13 contains 45491 members 
Mstep: Class 14 contains 56832 members 
Mstep: Class 15 contains 5975 members 
Mstep: Class 16 contains 350471 members 
Mstep: Class 17 contains 137228 members 
Mstep: Class 18 contains 50196 members 
Mstep: Class 19 contains 32131 members 
Mstep: Class 20 contains 18512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133101600.000000 Penalty: 62404.425781
Iteration 11Q: 19 clusters Score -1.331016e+08 nChanged 35547
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 18858 members 
Mstep: Class 4 contains 48679 members 
Mstep: Class 6 contains 62399 members 
Mstep: Class 7 contains 29149 members 
Mstep: Class 8 contains 199331 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 59123 members 
Mstep: Class 11 contains 23961 members 
Mstep: Class 12 contains 18580 members 
Mstep: Class 13 contains 44440 members 
Mstep: Class 14 contains 57405 members 
Mstep: Class 15 contains 6024 members 
Mstep: Class 16 contains 348815 members 
Mstep: Class 17 contains 135698 members 
Mstep: Class 18 contains 50531 members 
Mstep: Class 19 contains 32126 members 
Mstep: Class 20 contains 19848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133128200.000000 Penalty: 62404.425781
Iteration 12Q: 19 clusters Score -1.331282e+08 nChanged 28388
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 18854 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 6 contains 61944 members 
Mstep: Class 7 contains 29841 members 
Mstep: Class 8 contains 197668 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 54759 members 
Mstep: Class 11 contains 25119 members 
Mstep: Class 12 contains 18795 members 
Mstep: Class 13 contains 43756 members 
Mstep: Class 14 contains 58283 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 348457 members 
Mstep: Class 17 contains 134393 members 
Mstep: Class 18 contains 51126 members 
Mstep: Class 19 contains 31815 members 
Mstep: Class 20 contains 21456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133150880.000000 Penalty: 62404.425781
Iteration 13Q: 19 clusters Score -1.331509e+08 nChanged 24966
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 18851 members 
Mstep: Class 4 contains 56464 members 
Mstep: Class 6 contains 61709 members 
Mstep: Class 7 contains 30194 members 
Mstep: Class 8 contains 194844 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 51155 members 
Mstep: Class 11 contains 26392 members 
Mstep: Class 12 contains 19037 members 
Mstep: Class 13 contains 43547 members 
Mstep: Class 14 contains 59041 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 348261 members 
Mstep: Class 17 contains 133545 members 
Mstep: Class 18 contains 51859 members 
Mstep: Class 19 contains 30565 members 
Mstep: Class 20 contains 23511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133169976.000000 Penalty: 62404.425781
Iteration 14Q: 19 clusters Score -1.3317e+08 nChanged 22317
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 18847 members 
Mstep: Class 4 contains 59263 members 
Mstep: Class 6 contains 61635 members 
Mstep: Class 7 contains 30430 members 
Mstep: Class 8 contains 191817 members 
Mstep: Class 9 contains 1852 members 
Mstep: Class 10 contains 48537 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 19246 members 
Mstep: Class 13 contains 43322 members 
Mstep: Class 14 contains 59830 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 348012 members 
Mstep: Class 17 contains 132861 members 
Mstep: Class 18 contains 52694 members 
Mstep: Class 19 contains 29064 members 
Mstep: Class 20 contains 25450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133186064.000000 Penalty: 62404.425781
Iteration 15Q: 19 clusters Score -1.331861e+08 nChanged 19141
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 18845 members 
Mstep: Class 4 contains 61318 members 
Mstep: Class 6 contains 61676 members 
Mstep: Class 7 contains 30651 members 
Mstep: Class 8 contains 189256 members 
Mstep: Class 9 contains 1852 members 
Mstep: Class 10 contains 46614 members 
Mstep: Class 11 contains 29626 members 
Mstep: Class 12 contains 19440 members 
Mstep: Class 13 contains 43144 members 
Mstep: Class 14 contains 60545 members 
Mstep: Class 15 contains 6717 members 
Mstep: Class 16 contains 347579 members 
Mstep: Class 17 contains 132074 members 
Mstep: Class 18 contains 53542 members 
Mstep: Class 19 contains 28228 members 
Mstep: Class 20 contains 26348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133197472.000000 Penalty: 62404.425781
Iteration 16Q: 19 clusters Score -1.331975e+08 nChanged 16081
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 18841 members 
Mstep: Class 4 contains 63144 members 
Mstep: Class 6 contains 61758 members 
Mstep: Class 7 contains 30930 members 
Mstep: Class 8 contains 187458 members 
Mstep: Class 9 contains 1856 members 
Mstep: Class 10 contains 45183 members 
Mstep: Class 11 contains 31027 members 
Mstep: Class 12 contains 19613 members 
Mstep: Class 13 contains 43020 members 
Mstep: Class 14 contains 61127 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 346922 members 
Mstep: Class 17 contains 130911 members 
Mstep: Class 18 contains 54454 members 
Mstep: Class 19 contains 27717 members 
Mstep: Class 20 contains 26796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133204496.000000 Penalty: 62404.425781
Iteration 17Q: 19 clusters Score -1.332045e+08 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 18840 members 
Mstep: Class 4 contains 64898 members 
Mstep: Class 6 contains 61880 members 
Mstep: Class 7 contains 31271 members 
Mstep: Class 8 contains 186278 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 43997 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 42889 members 
Mstep: Class 14 contains 61626 members 
Mstep: Class 15 contains 6782 members 
Mstep: Class 16 contains 346147 members 
Mstep: Class 17 contains 129525 members 
Mstep: Class 18 contains 55318 members 
Mstep: Class 19 contains 27359 members 
Mstep: Class 20 contains 27018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133208440.000000 Penalty: 62404.425781
Iteration 18Q: 19 clusters Score -1.332084e+08 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 18836 members 
Mstep: Class 4 contains 66517 members 
Mstep: Class 6 contains 62060 members 
Mstep: Class 7 contains 31650 members 
Mstep: Class 8 contains 185557 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 42950 members 
Mstep: Class 11 contains 32899 members 
Mstep: Class 12 contains 19931 members 
Mstep: Class 13 contains 42744 members 
Mstep: Class 14 contains 62025 members 
Mstep: Class 15 contains 6798 members 
Mstep: Class 16 contains 345316 members 
Mstep: Class 17 contains 128016 members 
Mstep: Class 18 contains 56118 members 
Mstep: Class 19 contains 27126 members 
Mstep: Class 20 contains 27173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133212200.000000 Penalty: 62404.425781
Iteration 19Q: 19 clusters Score -1.332122e+08 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 18836 members 
Mstep: Class 4 contains 67891 members 
Mstep: Class 6 contains 62284 members 
Mstep: Class 7 contains 32031 members 
Mstep: Class 8 contains 185147 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 41959 members 
Mstep: Class 11 contains 33696 members 
Mstep: Class 12 contains 20023 members 
Mstep: Class 13 contains 42446 members 
Mstep: Class 14 contains 62400 members 
Mstep: Class 15 contains 6812 members 
Mstep: Class 16 contains 344599 members 
Mstep: Class 17 contains 126502 members 
Mstep: Class 18 contains 56862 members 
Mstep: Class 19 contains 26966 members 
Mstep: Class 20 contains 27265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216864.000000 Penalty: 62404.425781
Iteration 20F: 19 clusters Score -1.332169e+08 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 18835 members 
Mstep: Class 4 contains 69128 members 
Mstep: Class 6 contains 62528 members 
Mstep: Class 7 contains 32692 members 
Mstep: Class 8 contains 184933 members 
Mstep: Class 9 contains 1860 members 
Mstep: Class 10 contains 40973 members 
Mstep: Class 11 contains 34413 members 
Mstep: Class 12 contains 19962 members 
Mstep: Class 13 contains 41831 members 
Mstep: Class 14 contains 62746 members 
Mstep: Class 15 contains 7084 members 
Mstep: Class 16 contains 344018 members 
Mstep: Class 17 contains 124677 members 
Mstep: Class 18 contains 57609 members 
Mstep: Class 19 contains 26903 members 
Mstep: Class 20 contains 27371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133221496.000000 Penalty: 62404.425781
Iteration 21Q: 19 clusters Score -1.332215e+08 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 18834 members 
Mstep: Class 4 contains 70180 members 
Mstep: Class 6 contains 62802 members 
Mstep: Class 7 contains 33318 members 
Mstep: Class 8 contains 184838 members 
Mstep: Class 9 contains 1861 members 
Mstep: Class 10 contains 40028 members 
Mstep: Class 11 contains 35173 members 
Mstep: Class 12 contains 20020 members 
Mstep: Class 13 contains 41552 members 
Mstep: Class 14 contains 63096 members 
Mstep: Class 15 contains 7226 members 
Mstep: Class 16 contains 343584 members 
Mstep: Class 17 contains 122751 members 
Mstep: Class 18 contains 58100 members 
Mstep: Class 19 contains 26802 members 
Mstep: Class 20 contains 27381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224136.000000 Penalty: 62404.425781
Iteration 22Q: 19 clusters Score -1.332241e+08 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 18833 members 
Mstep: Class 4 contains 71183 members 
Mstep: Class 6 contains 63119 members 
Mstep: Class 7 contains 33893 members 
Mstep: Class 8 contains 184779 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 39150 members 
Mstep: Class 11 contains 35876 members 
Mstep: Class 12 contains 20114 members 
Mstep: Class 13 contains 41430 members 
Mstep: Class 14 contains 63430 members 
Mstep: Class 15 contains 7306 members 
Mstep: Class 16 contains 343188 members 
Mstep: Class 17 contains 120894 members 
Mstep: Class 18 contains 58458 members 
Mstep: Class 19 contains 26709 members 
Mstep: Class 20 contains 27297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226552.000000 Penalty: 62404.425781
Iteration 23Q: 19 clusters Score -1.332266e+08 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 18832 members 
Mstep: Class 4 contains 72123 members 
Mstep: Class 6 contains 63414 members 
Mstep: Class 7 contains 34421 members 
Mstep: Class 8 contains 184755 members 
Mstep: Class 9 contains 1865 members 
Mstep: Class 10 contains 38263 members 
Mstep: Class 11 contains 36545 members 
Mstep: Class 12 contains 20171 members 
Mstep: Class 13 contains 41362 members 
Mstep: Class 14 contains 63770 members 
Mstep: Class 15 contains 7350 members 
Mstep: Class 16 contains 342760 members 
Mstep: Class 17 contains 119187 members 
Mstep: Class 18 contains 58834 members 
Mstep: Class 19 contains 26667 members 
Mstep: Class 20 contains 27179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227224.000000 Penalty: 62404.425781
Iteration 24Q: 19 clusters Score -1.332272e+08 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 18829 members 
Mstep: Class 4 contains 73087 members 
Mstep: Class 6 contains 63715 members 
Mstep: Class 7 contains 34935 members 
Mstep: Class 8 contains 184739 members 
Mstep: Class 9 contains 1869 members 
Mstep: Class 10 contains 37401 members 
Mstep: Class 11 contains 37161 members 
Mstep: Class 12 contains 20252 members 
Mstep: Class 13 contains 41322 members 
Mstep: Class 14 contains 64129 members 
Mstep: Class 15 contains 7366 members 
Mstep: Class 16 contains 342249 members 
Mstep: Class 17 contains 117596 members 
Mstep: Class 18 contains 59130 members 
Mstep: Class 19 contains 26658 members 
Mstep: Class 20 contains 27035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228680.000000 Penalty: 62404.425781
Iteration 25Q: 19 clusters Score -1.332287e+08 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 18829 members 
Mstep: Class 4 contains 73998 members 
Mstep: Class 6 contains 64015 members 
Mstep: Class 7 contains 35449 members 
Mstep: Class 8 contains 184718 members 
Mstep: Class 9 contains 1869 members 
Mstep: Class 10 contains 36612 members 
Mstep: Class 11 contains 37800 members 
Mstep: Class 12 contains 20312 members 
Mstep: Class 13 contains 41237 members 
Mstep: Class 14 contains 64583 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 341633 members 
Mstep: Class 17 contains 116118 members 
Mstep: Class 18 contains 59354 members 
Mstep: Class 19 contains 26668 members 
Mstep: Class 20 contains 26874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229728.000000 Penalty: 62404.425781
Iteration 26Q: 19 clusters Score -1.332297e+08 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 18827 members 
Mstep: Class 4 contains 74948 members 
Mstep: Class 6 contains 64291 members 
Mstep: Class 7 contains 35994 members 
Mstep: Class 8 contains 184707 members 
Mstep: Class 9 contains 1871 members 
Mstep: Class 10 contains 35902 members 
Mstep: Class 11 contains 38359 members 
Mstep: Class 12 contains 20360 members 
Mstep: Class 13 contains 41089 members 
Mstep: Class 14 contains 65026 members 
Mstep: Class 15 contains 7387 members 
Mstep: Class 16 contains 340951 members 
Mstep: Class 17 contains 114730 members 
Mstep: Class 18 contains 59594 members 
Mstep: Class 19 contains 26683 members 
Mstep: Class 20 contains 26685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231216.000000 Penalty: 62404.425781
Iteration 27Q: 19 clusters Score -1.332312e+08 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 18824 members 
Mstep: Class 4 contains 75944 members 
Mstep: Class 6 contains 64567 members 
Mstep: Class 7 contains 36640 members 
Mstep: Class 8 contains 184687 members 
Mstep: Class 9 contains 1873 members 
Mstep: Class 10 contains 35320 members 
Mstep: Class 11 contains 38827 members 
Mstep: Class 12 contains 20392 members 
Mstep: Class 13 contains 40820 members 
Mstep: Class 14 contains 65594 members 
Mstep: Class 15 contains 7395 members 
Mstep: Class 16 contains 340082 members 
Mstep: Class 17 contains 113414 members 
Mstep: Class 18 contains 59803 members 
Mstep: Class 19 contains 26716 members 
Mstep: Class 20 contains 26474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233408.000000 Penalty: 62404.425781
Iteration 28Q: 19 clusters Score -1.332334e+08 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 18823 members 
Mstep: Class 4 contains 76970 members 
Mstep: Class 6 contains 64837 members 
Mstep: Class 7 contains 37352 members 
Mstep: Class 8 contains 184666 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 34840 members 
Mstep: Class 11 contains 39209 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 40489 members 
Mstep: Class 14 contains 66287 members 
Mstep: Class 15 contains 7412 members 
Mstep: Class 16 contains 339125 members 
Mstep: Class 17 contains 112062 members 
Mstep: Class 18 contains 60022 members 
Mstep: Class 19 contains 26736 members 
Mstep: Class 20 contains 26225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235736.000000 Penalty: 62404.425781
Iteration 29Q: 19 clusters Score -1.332357e+08 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 18824 members 
Mstep: Class 4 contains 78038 members 
Mstep: Class 6 contains 65119 members 
Mstep: Class 7 contains 37966 members 
Mstep: Class 8 contains 184647 members 
Mstep: Class 9 contains 1874 members 
Mstep: Class 10 contains 34436 members 
Mstep: Class 11 contains 39588 members 
Mstep: Class 12 contains 20429 members 
Mstep: Class 13 contains 40209 members 
Mstep: Class 14 contains 67049 members 
Mstep: Class 15 contains 7421 members 
Mstep: Class 16 contains 338049 members 
Mstep: Class 17 contains 110657 members 
Mstep: Class 18 contains 60252 members 
Mstep: Class 19 contains 26763 members 
Mstep: Class 20 contains 25995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237720.000000 Penalty: 62404.425781
Iteration 30Q: 19 clusters Score -1.332377e+08 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 18823 members 
Mstep: Class 4 contains 79153 members 
Mstep: Class 6 contains 65405 members 
Mstep: Class 7 contains 38442 members 
Mstep: Class 8 contains 184635 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 34130 members 
Mstep: Class 11 contains 39923 members 
Mstep: Class 12 contains 20434 members 
Mstep: Class 13 contains 40007 members 
Mstep: Class 14 contains 67913 members 
Mstep: Class 15 contains 7430 members 
Mstep: Class 16 contains 336818 members 
Mstep: Class 17 contains 109328 members 
Mstep: Class 18 contains 60475 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 25701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238648.000000 Penalty: 62404.425781
Iteration 31Q: 19 clusters Score -1.332386e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 18821 members 
Mstep: Class 4 contains 80342 members 
Mstep: Class 6 contains 65667 members 
Mstep: Class 7 contains 38762 members 
Mstep: Class 8 contains 184630 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 33881 members 
Mstep: Class 11 contains 40217 members 
Mstep: Class 12 contains 20446 members 
Mstep: Class 13 contains 39837 members 
Mstep: Class 14 contains 68925 members 
Mstep: Class 15 contains 7447 members 
Mstep: Class 16 contains 335448 members 
Mstep: Class 17 contains 108030 members 
Mstep: Class 18 contains 60714 members 
Mstep: Class 19 contains 26796 members 
Mstep: Class 20 contains 25387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240608.000000 Penalty: 62404.425781
Iteration 32Q: 19 clusters Score -1.332406e+08 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 4 contains 81560 members 
Mstep: Class 6 contains 65898 members 
Mstep: Class 7 contains 39001 members 
Mstep: Class 8 contains 184624 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 33679 members 
Mstep: Class 11 contains 40492 members 
Mstep: Class 12 contains 20449 members 
Mstep: Class 13 contains 39714 members 
Mstep: Class 14 contains 70161 members 
Mstep: Class 15 contains 7461 members 
Mstep: Class 16 contains 333821 members 
Mstep: Class 17 contains 106792 members 
Mstep: Class 18 contains 60923 members 
Mstep: Class 19 contains 26821 members 
Mstep: Class 20 contains 25066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241256.000000 Penalty: 62404.425781
Iteration 33Q: 19 clusters Score -1.332413e+08 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 4 contains 82775 members 
Mstep: Class 6 contains 66131 members 
Mstep: Class 7 contains 39182 members 
Mstep: Class 8 contains 184616 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 33504 members 
Mstep: Class 11 contains 40727 members 
Mstep: Class 12 contains 20473 members 
Mstep: Class 13 contains 39637 members 
Mstep: Class 14 contains 71584 members 
Mstep: Class 15 contains 7474 members 
Mstep: Class 16 contains 332075 members 
Mstep: Class 17 contains 105566 members 
Mstep: Class 18 contains 61103 members 
Mstep: Class 19 contains 26848 members 
Mstep: Class 20 contains 24712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242752.000000 Penalty: 62404.425781
Iteration 34Q: 19 clusters Score -1.332428e+08 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 4 contains 84020 members 
Mstep: Class 6 contains 66337 members 
Mstep: Class 7 contains 39313 members 
Mstep: Class 8 contains 184614 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 33361 members 
Mstep: Class 11 contains 40937 members 
Mstep: Class 12 contains 20501 members 
Mstep: Class 13 contains 39566 members 
Mstep: Class 14 contains 73166 members 
Mstep: Class 15 contains 7487 members 
Mstep: Class 16 contains 330226 members 
Mstep: Class 17 contains 104329 members 
Mstep: Class 18 contains 61224 members 
Mstep: Class 19 contains 26875 members 
Mstep: Class 20 contains 24384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243696.000000 Penalty: 62404.425781
Iteration 35Q: 19 clusters Score -1.332437e+08 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 4 contains 85298 members 
Mstep: Class 6 contains 66532 members 
Mstep: Class 7 contains 39422 members 
Mstep: Class 8 contains 184611 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 33252 members 
Mstep: Class 11 contains 41120 members 
Mstep: Class 12 contains 20522 members 
Mstep: Class 13 contains 39515 members 
Mstep: Class 14 contains 74960 members 
Mstep: Class 15 contains 7511 members 
Mstep: Class 16 contains 328120 members 
Mstep: Class 17 contains 103094 members 
Mstep: Class 18 contains 61369 members 
Mstep: Class 19 contains 26898 members 
Mstep: Class 20 contains 24042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245616.000000 Penalty: 62404.425781
Iteration 36Q: 19 clusters Score -1.332456e+08 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 18823 members 
Mstep: Class 4 contains 86585 members 
Mstep: Class 6 contains 66746 members 
Mstep: Class 7 contains 39500 members 
Mstep: Class 8 contains 184615 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 33162 members 
Mstep: Class 11 contains 41306 members 
Mstep: Class 12 contains 20546 members 
Mstep: Class 13 contains 39473 members 
Mstep: Class 14 contains 76801 members 
Mstep: Class 15 contains 7546 members 
Mstep: Class 16 contains 325971 members 
Mstep: Class 17 contains 101829 members 
Mstep: Class 18 contains 61487 members 
Mstep: Class 19 contains 26935 members 
Mstep: Class 20 contains 23668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247536.000000 Penalty: 62404.425781
Iteration 37Q: 19 clusters Score -1.332475e+08 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 18823 members 
Mstep: Class 4 contains 87784 members 
Mstep: Class 6 contains 66947 members 
Mstep: Class 7 contains 39573 members 
Mstep: Class 8 contains 184612 members 
Mstep: Class 9 contains 1874 members 
Mstep: Class 10 contains 33092 members 
Mstep: Class 11 contains 41494 members 
Mstep: Class 12 contains 20560 members 
Mstep: Class 13 contains 39429 members 
Mstep: Class 14 contains 78789 members 
Mstep: Class 15 contains 7565 members 
Mstep: Class 16 contains 323790 members 
Mstep: Class 17 contains 100622 members 
Mstep: Class 18 contains 61562 members 
Mstep: Class 19 contains 26973 members 
Mstep: Class 20 contains 23299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249696.000000 Penalty: 62404.425781
Iteration 38Q: 19 clusters Score -1.332497e+08 nChanged 5698
Entering ConstructFrom: 
Score: -133249696.000000 Penalty: 62404.425781
Entering ConstructFrom: 
Trying to split cluster 1 (21381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Entering Unmasked Estep 
Score: -2519333.750000 Penalty: 2472.624023
	Iteration 0F: 2 clusters Score -2519334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2504298.000000 Penalty: 4945.248047
	Iteration 0F: 3 clusters Score -2504298 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2509504.250000 Penalty: 4945.248047
	Iteration 1F: 3 clusters Score -2509504 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2510148.250000 Penalty: 4945.248047
	Iteration 2F: 3 clusters Score -2510148 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2510935.250000 Penalty: 4945.248047
	Iteration 3F: 3 clusters Score -2510935 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2511946.000000 Penalty: 4945.248047
	Iteration 4F: 3 clusters Score -2511946 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2513135.750000 Penalty: 4945.248047
	Iteration 5F: 3 clusters Score -2513136 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2514330.250000 Penalty: 4945.248047
	Iteration 6F: 3 clusters Score -2514330 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2515365.000000 Penalty: 4945.248047
	Iteration 7F: 3 clusters Score -2515365 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2516180.000000 Penalty: 4945.248047
	Iteration 8Q: 3 clusters Score -2516180 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2516784.250000 Penalty: 4945.248047
	Iteration 9Q: 3 clusters Score -2516784 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2517250.250000 Penalty: 4945.248047
	Iteration 10Q: 3 clusters Score -2517250 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2517595.500000 Penalty: 4945.248047
	Iteration 11Q: 3 clusters Score -2517596 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2517831.500000 Penalty: 4945.248047
	Iteration 12Q: 3 clusters Score -2517832 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2517967.250000 Penalty: 4945.248047
	Iteration 13Q: 3 clusters Score -2517967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2518053.750000 Penalty: 4945.248047
	Iteration 14Q: 3 clusters Score -2518054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2518104.250000 Penalty: 4945.248047
	Iteration 15Q: 3 clusters Score -2518104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2518134.250000 Penalty: 4945.248047
	Iteration 16Q: 3 clusters Score -2518134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2518161.000000 Penalty: 4945.248047
	Iteration 17Q: 3 clusters Score -2518161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2518173.250000 Penalty: 4945.248047
	Iteration 18Q: 3 clusters Score -2518173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2518175.250000 Penalty: 4945.248047
	Iteration 19Q: 3 clusters Score -2518175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2518274.250000 Penalty: 4945.248047
	Iteration 20F: 3 clusters Score -2518274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2518291.000000 Penalty: 4945.248047
	Iteration 21Q: 3 clusters Score -2518291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2518296.000000 Penalty: 4945.248047
	Iteration 22Q: 3 clusters Score -2518296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2518302.250000 Penalty: 4945.248047
	Iteration 23Q: 3 clusters Score -2518302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2518302.500000 Penalty: 4945.248047
	Iteration 24Q: 3 clusters Score -2518302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2518309.500000 Penalty: 4945.248047
	Iteration 25Q: 3 clusters Score -2518310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2518314.750000 Penalty: 4945.248047
	Iteration 26Q: 3 clusters Score -2518315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2518316.750000 Penalty: 4945.248047
	Iteration 27Q: 3 clusters Score -2518317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2518320.750000 Penalty: 4945.248047
	Iteration 28Q: 3 clusters Score -2518321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2518326.000000 Penalty: 4945.248047
	Iteration 29Q: 3 clusters Score -2518326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2518331.250000 Penalty: 4945.248047
	Iteration 30Q: 3 clusters Score -2518331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2518337.250000 Penalty: 4945.248047
	Iteration 31Q: 3 clusters Score -2518337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2518348.500000 Penalty: 4945.248047
	Iteration 32Q: 3 clusters Score -2518348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2518353.250000 Penalty: 4945.248047
	Iteration 33Q: 3 clusters Score -2518353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2518354.000000 Penalty: 4945.248047
	Iteration 34Q: 3 clusters Score -2518354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2518354.750000 Penalty: 4945.248047
	Iteration 35Q: 3 clusters Score -2518355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2518353.250000 Penalty: 4945.248047
	Iteration 36Q: 3 clusters Score -2518353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2518354.000000 Penalty: 4945.248047
	Iteration 37Q: 3 clusters Score -2518354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2518355.250000 Penalty: 4945.248047
	Iteration 38Q: 3 clusters Score -2518355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2518351.250000 Penalty: 4945.248047
	Iteration 39Q: 3 clusters Score -2518351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2518351.250000 Penalty: 4945.248047
	Iteration 40F: 3 clusters Score -2518351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Entering Unmasked Estep 
Score: -2486459.000000 Penalty: 2441.022949
	Iteration 0F: 2 clusters Score -2486459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2474093.500000 Penalty: 4882.045898
	Iteration 0F: 3 clusters Score -2474094 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2490600.250000 Penalty: 4882.045898
	Iteration 1F: 3 clusters Score -2490600 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2505286.250000 Penalty: 4882.045898
	Iteration 2F: 3 clusters Score -2505286 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2516356.250000 Penalty: 4882.045898
	Iteration 3F: 3 clusters Score -2516356 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2519255.000000 Penalty: 4882.045898
	Iteration 4F: 3 clusters Score -2519255 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2519993.500000 Penalty: 4882.045898
	Iteration 5Q: 3 clusters Score -2519994 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2520192.250000 Penalty: 4882.045898
	Iteration 6Q: 3 clusters Score -2520192 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2520297.750000 Penalty: 4882.045898
	Iteration 7Q: 3 clusters Score -2520298 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2520444.750000 Penalty: 4882.045898
	Iteration 8Q: 3 clusters Score -2520445 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2520494.250000 Penalty: 4882.045898
	Iteration 9Q: 3 clusters Score -2520494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2520550.250000 Penalty: 4882.045898
	Iteration 10Q: 3 clusters Score -2520550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2520607.500000 Penalty: 4882.045898
	Iteration 11Q: 3 clusters Score -2520608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2520629.750000 Penalty: 4882.045898
	Iteration 12Q: 3 clusters Score -2520630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2520649.750000 Penalty: 4882.045898
	Iteration 13Q: 3 clusters Score -2520650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2520661.000000 Penalty: 4882.045898
	Iteration 14Q: 3 clusters Score -2520661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2520678.000000 Penalty: 4882.045898
	Iteration 15Q: 3 clusters Score -2520678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2520679.500000 Penalty: 4882.045898
	Iteration 16Q: 3 clusters Score -2520680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2520627.500000 Penalty: 4882.045898
	Iteration 17Q: 3 clusters Score -2520628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2520684.500000 Penalty: 4882.045898
	Iteration 18Q: 3 clusters Score -2520684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2520668.750000 Penalty: 4882.045898
	Iteration 19Q: 3 clusters Score -2520669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2520687.500000 Penalty: 4882.045898
	Iteration 20F: 3 clusters Score -2520688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2520710.250000 Penalty: 4882.045898
	Iteration 21Q: 3 clusters Score -2520710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2520701.000000 Penalty: 4882.045898
	Iteration 22Q: 3 clusters Score -2520701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2520713.500000 Penalty: 4882.045898
	Iteration 23Q: 3 clusters Score -2520714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2520711.250000 Penalty: 4882.045898
	Iteration 24Q: 3 clusters Score -2520711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2520682.000000 Penalty: 4882.045898
	Iteration 25Q: 3 clusters Score -2520682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2520695.500000 Penalty: 4882.045898
	Iteration 26Q: 3 clusters Score -2520696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2520701.000000 Penalty: 4882.045898
	Iteration 27Q: 3 clusters Score -2520701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2520698.500000 Penalty: 4882.045898
	Iteration 28Q: 3 clusters Score -2520698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2520670.250000 Penalty: 4882.045898
	Iteration 29Q: 3 clusters Score -2520670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2520687.500000 Penalty: 4882.045898
	Iteration 30Q: 3 clusters Score -2520688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2520703.000000 Penalty: 4882.045898
	Iteration 31Q: 3 clusters Score -2520703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2520698.500000 Penalty: 4882.045898
	Iteration 32Q: 3 clusters Score -2520698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2520686.000000 Penalty: 4882.045898
	Iteration 33Q: 3 clusters Score -2520686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2520691.000000 Penalty: 4882.045898
	Iteration 34Q: 3 clusters Score -2520691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2520692.750000 Penalty: 4882.045898
	Iteration 35Q: 3 clusters Score -2520693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2520708.500000 Penalty: 4882.045898
	Iteration 36Q: 3 clusters Score -2520708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2520700.500000 Penalty: 4882.045898
	Iteration 37Q: 3 clusters Score -2520700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2520702.750000 Penalty: 4882.045898
	Iteration 38Q: 3 clusters Score -2520703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2520700.500000 Penalty: 4882.045898
	Iteration 39Q: 3 clusters Score -2520700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2520697.500000 Penalty: 4882.045898
	Iteration 40F: 3 clusters Score -2520698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2520673.000000 Penalty: 4882.045898
	Iteration 41Q: 3 clusters Score -2520673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2520691.250000 Penalty: 4882.045898
	Iteration 42Q: 3 clusters Score -2520691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2520680.500000 Penalty: 4882.045898
	Iteration 43Q: 3 clusters Score -2520680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2520691.750000 Penalty: 4882.045898
	Iteration 44Q: 3 clusters Score -2520692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2520689.750000 Penalty: 4882.045898
	Iteration 45Q: 3 clusters Score -2520690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2520689.250000 Penalty: 4882.045898
	Iteration 46Q: 3 clusters Score -2520689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2520722.500000 Penalty: 4882.045898
	Iteration 47Q: 3 clusters Score -2520722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2520679.000000 Penalty: 4882.045898
	Iteration 48Q: 3 clusters Score -2520679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2520675.000000 Penalty: 4882.045898
	Iteration 49Q: 3 clusters Score -2520675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2520686.000000 Penalty: 4882.045898
	Iteration 50Q: 3 clusters Score -2520686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2520691.000000 Penalty: 4882.045898
	Iteration 51Q: 3 clusters Score -2520691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2520690.750000 Penalty: 4882.045898
	Iteration 52Q: 3 clusters Score -2520691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2520696.250000 Penalty: 4882.045898
	Iteration 53Q: 3 clusters Score -2520696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2520657.250000 Penalty: 4882.045898
	Iteration 54Q: 3 clusters Score -2520657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2520694.250000 Penalty: 4882.045898
	Iteration 55Q: 3 clusters Score -2520694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2520685.000000 Penalty: 4882.045898
	Iteration 56Q: 3 clusters Score -2520685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2520691.250000 Penalty: 4882.045898
	Iteration 57Q: 3 clusters Score -2520691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2520695.750000 Penalty: 4882.045898
	Iteration 58Q: 3 clusters Score -2520696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2520673.250000 Penalty: 4882.045898
	Iteration 59Q: 3 clusters Score -2520673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2520699.250000 Penalty: 4882.045898
	Iteration 60F: 3 clusters Score -2520699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2520682.250000 Penalty: 4882.045898
	Iteration 61Q: 3 clusters Score -2520682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2520702.750000 Penalty: 4882.045898
	Iteration 62Q: 3 clusters Score -2520703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2520698.000000 Penalty: 4882.045898
	Iteration 63Q: 3 clusters Score -2520698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2520671.750000 Penalty: 4882.045898
	Iteration 64Q: 3 clusters Score -2520672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2520688.000000 Penalty: 4882.045898
	Iteration 65Q: 3 clusters Score -2520688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2520697.250000 Penalty: 4882.045898
	Iteration 66Q: 3 clusters Score -2520697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2520714.500000 Penalty: 4882.045898
	Iteration 67Q: 3 clusters Score -2520714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2520696.750000 Penalty: 4882.045898
	Iteration 68Q: 3 clusters Score -2520697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2520679.750000 Penalty: 4882.045898
	Iteration 69Q: 3 clusters Score -2520680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2520700.750000 Penalty: 4882.045898
	Iteration 70Q: 3 clusters Score -2520701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2520682.750000 Penalty: 4882.045898
	Iteration 71Q: 3 clusters Score -2520683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2520697.250000 Penalty: 4882.045898
	Iteration 72Q: 3 clusters Score -2520697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2520686.000000 Penalty: 4882.045898
	Iteration 73Q: 3 clusters Score -2520686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2520690.500000 Penalty: 4882.045898
	Iteration 74Q: 3 clusters Score -2520690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2520705.250000 Penalty: 4882.045898
	Iteration 75Q: 3 clusters Score -2520705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2520684.750000 Penalty: 4882.045898
	Iteration 76Q: 3 clusters Score -2520685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2520689.250000 Penalty: 4882.045898
	Iteration 77Q: 3 clusters Score -2520689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2520693.250000 Penalty: 4882.045898
	Iteration 78Q: 3 clusters Score -2520693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2520703.750000 Penalty: 4882.045898
	Iteration 79Q: 3 clusters Score -2520704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2520703.750000 Penalty: 4882.045898
	Iteration 80F: 3 clusters Score -2520704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2520707.000000 Penalty: 4882.045898
	Iteration 81Q: 3 clusters Score -2520707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2520677.500000 Penalty: 4882.045898
	Iteration 82Q: 3 clusters Score -2520678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2520665.000000 Penalty: 4882.045898
	Iteration 83Q: 3 clusters Score -2520665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2520699.000000 Penalty: 4882.045898
	Iteration 84Q: 3 clusters Score -2520699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2520690.250000 Penalty: 4882.045898
	Iteration 85Q: 3 clusters Score -2520690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2520691.250000 Penalty: 4882.045898
	Iteration 86Q: 3 clusters Score -2520691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2520708.750000 Penalty: 4882.045898
	Iteration 87Q: 3 clusters Score -2520709 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2520673.250000 Penalty: 4882.045898
	Iteration 88Q: 3 clusters Score -2520673 nChanged 28
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Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2520687 nChanged 25
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Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2520683.250000 Penalty: 4882.045898
	Iteration 90Q: 3 clusters Score -2520683 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2520688.750000 Penalty: 4882.045898
	Iteration 91Q: 3 clusters Score -2520689 nChanged 35
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Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2520694 nChanged 17
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2520670 nChanged 17
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2520695 nChanged 23
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2520714 nChanged 22
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2520707 nChanged 22
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2520680 nChanged 21
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2520694 nChanged 25
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2520685 nChanged 31
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Entering Unmasked Estep 
Score: -2520689.250000 Penalty: 4882.045898
	Iteration 100F: 3 clusters Score -2520689 nChanged 22
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2520675 nChanged 30
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2520708 nChanged 25
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2520688 nChanged 22
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2520688 nChanged 19
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2520690 nChanged 17
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2520708 nChanged 15
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Entering Unmasked Estep 
Score: -2520673.500000 Penalty: 4882.045898
	Iteration 107Q: 3 clusters Score -2520674 nChanged 20
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2520696 nChanged 24
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2520671 nChanged 17
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Entering Unmasked Estep 
Score: -2520701.250000 Penalty: 4882.045898
	Iteration 110Q: 3 clusters Score -2520701 nChanged 22
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2520696 nChanged 20
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2520698 nChanged 23
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2520691 nChanged 30
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	Iteration 114Q: 3 clusters Score -2520697 nChanged 14
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2520706 nChanged 18
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2520659 nChanged 21
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2520700 nChanged 30
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2520660 nChanged 31
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	Iteration 119Q: 3 clusters Score -2520678 nChanged 29
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2520700 nChanged 30
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2520696 nChanged 24
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2520688 nChanged 29
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2520686 nChanged 25
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2520685 nChanged 15
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2520690 nChanged 20
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	Iteration 126Q: 3 clusters Score -2520691 nChanged 25
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	Iteration 127Q: 3 clusters Score -2520688 nChanged 30
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	Iteration 128Q: 3 clusters Score -2520709 nChanged 22
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	Iteration 129Q: 3 clusters Score -2520684 nChanged 26
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	Iteration 130Q: 3 clusters Score -2520692 nChanged 37
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	Iteration 131Q: 3 clusters Score -2520691 nChanged 15
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	Iteration 132Q: 3 clusters Score -2520658 nChanged 29
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	Iteration 133Q: 3 clusters Score -2520708 nChanged 18
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2520702 nChanged 24
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	Iteration 135Q: 3 clusters Score -2520700 nChanged 22
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	Iteration 136Q: 3 clusters Score -2520702 nChanged 15
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	Iteration 137Q: 3 clusters Score -2520714 nChanged 13
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	Iteration 138Q: 3 clusters Score -2520700 nChanged 15
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	Iteration 139Q: 3 clusters Score -2520669 nChanged 17
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	Iteration 140F: 3 clusters Score -2520686 nChanged 20
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	Iteration 141Q: 3 clusters Score -2520679 nChanged 27
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	Iteration 142Q: 3 clusters Score -2520703 nChanged 21
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	Iteration 143Q: 3 clusters Score -2520698 nChanged 23
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	Iteration 144Q: 3 clusters Score -2520713 nChanged 14
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	Iteration 145Q: 3 clusters Score -2520689 nChanged 12
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	Iteration 146Q: 3 clusters Score -2520699 nChanged 25
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	Iteration 147Q: 3 clusters Score -2520687 nChanged 19
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	Iteration 148Q: 3 clusters Score -2520682 nChanged 25
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	Iteration 149Q: 3 clusters Score -2520641 nChanged 21
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	Iteration 150Q: 3 clusters Score -2520656 nChanged 20
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	Iteration 151Q: 3 clusters Score -2520696 nChanged 16
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	Iteration 152Q: 3 clusters Score -2520682 nChanged 26
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	Iteration 153Q: 3 clusters Score -2520652 nChanged 33
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	Iteration 154Q: 3 clusters Score -2520679 nChanged 27
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	Iteration 155Q: 3 clusters Score -2520693 nChanged 29
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	Iteration 156Q: 3 clusters Score -2520689 nChanged 22
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	Iteration 157Q: 3 clusters Score -2520693 nChanged 30
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	Iteration 158Q: 3 clusters Score -2520671 nChanged 13
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	Iteration 159Q: 3 clusters Score -2520697 nChanged 13
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	Iteration 160F: 3 clusters Score -2520707 nChanged 26
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	Iteration 161Q: 3 clusters Score -2520712 nChanged 17
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	Iteration 162Q: 3 clusters Score -2520694 nChanged 22
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	Iteration 163Q: 3 clusters Score -2520706 nChanged 19
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	Iteration 164Q: 3 clusters Score -2520702 nChanged 18
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	Iteration 165Q: 3 clusters Score -2520680 nChanged 23
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	Iteration 166Q: 3 clusters Score -2520678 nChanged 38
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	Iteration 167Q: 3 clusters Score -2520681 nChanged 20
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	Iteration 168Q: 3 clusters Score -2520689 nChanged 15
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	Iteration 169Q: 3 clusters Score -2520700 nChanged 19
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	Iteration 170Q: 3 clusters Score -2520691 nChanged 19
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	Iteration 171Q: 3 clusters Score -2520706 nChanged 33
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	Iteration 172Q: 3 clusters Score -2520714 nChanged 21
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	Iteration 173Q: 3 clusters Score -2520686 nChanged 18
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	Iteration 174Q: 3 clusters Score -2520694 nChanged 21
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	Iteration 175Q: 3 clusters Score -2520702 nChanged 22
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	Iteration 176Q: 3 clusters Score -2520716 nChanged 21
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	Iteration 177Q: 3 clusters Score -2520694 nChanged 23
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	Iteration 178Q: 3 clusters Score -2520708 nChanged 19
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	Iteration 179Q: 3 clusters Score -2520686 nChanged 26
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	Iteration 180F: 3 clusters Score -2520652 nChanged 37
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	Iteration 181Q: 3 clusters Score -2520676 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2520700 nChanged 23
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Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2520703 nChanged 15
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2520689 nChanged 17
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Entering Unmasked Estep 
Score: -2520663.250000 Penalty: 4882.045898
	Iteration 185Q: 3 clusters Score -2520663 nChanged 18
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	Iteration 186Q: 3 clusters Score -2520683 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2520654 nChanged 53
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2520688 nChanged 48
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	Iteration 189Q: 3 clusters Score -2520666 nChanged 31
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	Iteration 190Q: 3 clusters Score -2520708 nChanged 17
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	Iteration 191Q: 3 clusters Score -2520698 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2520666 nChanged 23
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2520717 nChanged 25
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	Iteration 194Q: 3 clusters Score -2520698 nChanged 9
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2520707 nChanged 21
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	Iteration 196Q: 3 clusters Score -2520650 nChanged 26
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	Iteration 197Q: 3 clusters Score -2520705 nChanged 20
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2520714 nChanged 15
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2520674 nChanged 20
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2520669 nChanged 20
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	Iteration 201Q: 3 clusters Score -2520701 nChanged 14
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2520714 nChanged 22
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	Iteration 203Q: 3 clusters Score -2520713 nChanged 12
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	Iteration 204Q: 3 clusters Score -2520689 nChanged 16
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2520717 nChanged 22
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	Iteration 206Q: 3 clusters Score -2520692 nChanged 13
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	Iteration 207Q: 3 clusters Score -2520687 nChanged 17
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	Iteration 208Q: 3 clusters Score -2520710 nChanged 18
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	Iteration 209Q: 3 clusters Score -2520697 nChanged 17
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	Iteration 210Q: 3 clusters Score -2520679 nChanged 13
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	Iteration 211Q: 3 clusters Score -2520695 nChanged 11
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	Iteration 212Q: 3 clusters Score -2520722 nChanged 18
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	Iteration 213Q: 3 clusters Score -2520706 nChanged 18
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	Iteration 214Q: 3 clusters Score -2520676 nChanged 27
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	Iteration 215Q: 3 clusters Score -2520692 nChanged 29
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	Iteration 216Q: 3 clusters Score -2520668 nChanged 33
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	Iteration 217Q: 3 clusters Score -2520707 nChanged 27
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	Iteration 218Q: 3 clusters Score -2520706 nChanged 17
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	Iteration 219Q: 3 clusters Score -2520687 nChanged 19
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	Iteration 220F: 3 clusters Score -2520699 nChanged 19
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	Iteration 221Q: 3 clusters Score -2520652 nChanged 29
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	Iteration 222Q: 3 clusters Score -2520676 nChanged 16
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	Iteration 223Q: 3 clusters Score -2520662 nChanged 28
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	Iteration 224Q: 3 clusters Score -2520694 nChanged 20
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	Iteration 225Q: 3 clusters Score -2520676 nChanged 12
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	Iteration 226Q: 3 clusters Score -2520706 nChanged 19
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	Iteration 227Q: 3 clusters Score -2520674 nChanged 35
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	Iteration 228Q: 3 clusters Score -2520694 nChanged 40
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	Iteration 229Q: 3 clusters Score -2520693 nChanged 28
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	Iteration 230Q: 3 clusters Score -2520680 nChanged 26
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	Iteration 231Q: 3 clusters Score -2520678 nChanged 20
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	Iteration 232Q: 3 clusters Score -2520665 nChanged 34
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	Iteration 233Q: 3 clusters Score -2520676 nChanged 29
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	Iteration 234Q: 3 clusters Score -2520697 nChanged 23
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	Iteration 235Q: 3 clusters Score -2520677 nChanged 24
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	Iteration 236Q: 3 clusters Score -2520689 nChanged 17
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	Iteration 237Q: 3 clusters Score -2520691 nChanged 27
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	Iteration 238Q: 3 clusters Score -2520696 nChanged 20
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	Iteration 239Q: 3 clusters Score -2520688 nChanged 17
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	Iteration 240F: 3 clusters Score -2520690 nChanged 20
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	Iteration 241Q: 3 clusters Score -2520679 nChanged 29
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	Iteration 242Q: 3 clusters Score -2520721 nChanged 17
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	Iteration 243Q: 3 clusters Score -2520704 nChanged 23
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	Iteration 244Q: 3 clusters Score -2520693 nChanged 20
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	Iteration 245Q: 3 clusters Score -2520674 nChanged 26
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	Iteration 246Q: 3 clusters Score -2520691 nChanged 28
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	Iteration 247Q: 3 clusters Score -2520697 nChanged 19
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	Iteration 248Q: 3 clusters Score -2520710 nChanged 16
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	Iteration 249Q: 3 clusters Score -2520671 nChanged 19
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	Iteration 250Q: 3 clusters Score -2520683 nChanged 22
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	Iteration 251Q: 3 clusters Score -2520686 nChanged 20
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	Iteration 252Q: 3 clusters Score -2520693 nChanged 27
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	Iteration 253Q: 3 clusters Score -2520662 nChanged 23
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	Iteration 254Q: 3 clusters Score -2520689 nChanged 17
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	Iteration 255Q: 3 clusters Score -2520679 nChanged 11
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	Iteration 256Q: 3 clusters Score -2520694 nChanged 20
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	Iteration 257Q: 3 clusters Score -2520714 nChanged 22
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	Iteration 258Q: 3 clusters Score -2520678 nChanged 23
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	Iteration 259Q: 3 clusters Score -2520688 nChanged 23
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	Iteration 260F: 3 clusters Score -2520674 nChanged 31
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	Iteration 261Q: 3 clusters Score -2520707 nChanged 23
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	Iteration 262Q: 3 clusters Score -2520706 nChanged 16
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	Iteration 263Q: 3 clusters Score -2520702 nChanged 13
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	Iteration 264Q: 3 clusters Score -2520685 nChanged 15
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	Iteration 265Q: 3 clusters Score -2520711 nChanged 32
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	Iteration 266Q: 3 clusters Score -2520674 nChanged 23
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	Iteration 267Q: 3 clusters Score -2520662 nChanged 27
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	Iteration 268Q: 3 clusters Score -2520710 nChanged 20
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	Iteration 269Q: 3 clusters Score -2520709 nChanged 14
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	Iteration 270Q: 3 clusters Score -2520709 nChanged 9
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	Iteration 271Q: 3 clusters Score -2520698 nChanged 13
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	Iteration 272Q: 3 clusters Score -2520692 nChanged 19
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	Iteration 273Q: 3 clusters Score -2520686 nChanged 14
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	Iteration 274Q: 3 clusters Score -2520712 nChanged 20
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	Iteration 275Q: 3 clusters Score -2520669 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2520712.500000 Penalty: 4882.045898
	Iteration 276Q: 3 clusters Score -2520712 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2520707.750000 Penalty: 4882.045898
	Iteration 277Q: 3 clusters Score -2520708 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2520671.500000 Penalty: 4882.045898
	Iteration 278Q: 3 clusters Score -2520672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -2520703.500000 Penalty: 4882.045898
	Iteration 279Q: 3 clusters Score -2520704 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2520683.250000 Penalty: 4882.045898
	Iteration 280F: 3 clusters Score -2520683 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2520702.500000 Penalty: 4882.045898
	Iteration 281Q: 3 clusters Score -2520702 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2520693.250000 Penalty: 4882.045898
	Iteration 282Q: 3 clusters Score -2520693 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -2520704 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2520695.750000 Penalty: 4882.045898
	Iteration 284Q: 3 clusters Score -2520696 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -2520687 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2520695.750000 Penalty: 4882.045898
	Iteration 286Q: 3 clusters Score -2520696 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2520629.500000 Penalty: 4882.045898
	Iteration 287Q: 3 clusters Score -2520630 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2520700.500000 Penalty: 4882.045898
	Iteration 288Q: 3 clusters Score -2520700 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2520701.500000 Penalty: 4882.045898
	Iteration 289Q: 3 clusters Score -2520702 nChanged 21
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Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -2520700 nChanged 18
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Entering Unmasked Estep 
Score: -2520714.750000 Penalty: 4882.045898
	Iteration 291Q: 3 clusters Score -2520715 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -2520696 nChanged 18
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Entering Unmasked Estep 
Score: -2520681.750000 Penalty: 4882.045898
	Iteration 293Q: 3 clusters Score -2520682 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -2520683 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2520692.250000 Penalty: 4882.045898
	Iteration 295Q: 3 clusters Score -2520692 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -2520684 nChanged 19
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Entering Unmasked Estep 
Score: -2520671.500000 Penalty: 4882.045898
	Iteration 297Q: 3 clusters Score -2520672 nChanged 31
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Entering Unmasked Estep 
Score: -2520692.500000 Penalty: 4882.045898
	Iteration 298Q: 3 clusters Score -2520692 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2520682.000000 Penalty: 4882.045898
	Iteration 299Q: 3 clusters Score -2520682 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2520704.750000 Penalty: 4882.045898
	Iteration 300F: 3 clusters Score -2520705 nChanged 17
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Entering Unmasked Estep 
Score: -2520699.500000 Penalty: 4882.045898
	Iteration 301Q: 3 clusters Score -2520700 nChanged 18
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -2520686 nChanged 28
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	Iteration 303Q: 3 clusters Score -2520709 nChanged 16
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Entering Unmasked Estep 
Score: -2520710.750000 Penalty: 4882.045898
	Iteration 304Q: 3 clusters Score -2520711 nChanged 9
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -2520692 nChanged 19
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	Iteration 306Q: 3 clusters Score -2520688 nChanged 14
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	Iteration 307Q: 3 clusters Score -2520694 nChanged 16
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Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -2520696 nChanged 22
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Score: -2520673.000000 Penalty: 4882.045898
	Iteration 309Q: 3 clusters Score -2520673 nChanged 27
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Entering Unmasked Estep 
Score: -2520660.000000 Penalty: 4882.045898
	Iteration 310Q: 3 clusters Score -2520660 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2520655.500000 Penalty: 4882.045898
	Iteration 311Q: 3 clusters Score -2520656 nChanged 25
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	Iteration 312Q: 3 clusters Score -2520694 nChanged 24
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	Iteration 313Q: 3 clusters Score -2520687 nChanged 26
Entering Unmasked Mstep 
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	Iteration 314Q: 3 clusters Score -2520693 nChanged 23
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	Iteration 315Q: 3 clusters Score -2520709 nChanged 32
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	Iteration 316Q: 3 clusters Score -2520689 nChanged 23
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	Iteration 317Q: 3 clusters Score -2520676 nChanged 23
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	Iteration 318Q: 3 clusters Score -2520694 nChanged 17
Entering Unmasked Mstep 
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	Iteration 319Q: 3 clusters Score -2520691 nChanged 18
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Score: -2520694.500000 Penalty: 4882.045898
	Iteration 320F: 3 clusters Score -2520694 nChanged 17
Entering Unmasked Mstep 
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	Iteration 321Q: 3 clusters Score -2520667 nChanged 28
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	Iteration 322Q: 3 clusters Score -2520653 nChanged 41
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	Iteration 323Q: 3 clusters Score -2520694 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2520711.750000 Penalty: 4882.045898
	Iteration 324Q: 3 clusters Score -2520712 nChanged 24
Entering Unmasked Mstep 
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	Iteration 325Q: 3 clusters Score -2520664 nChanged 31
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	Iteration 326Q: 3 clusters Score -2520686 nChanged 19
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	Iteration 327Q: 3 clusters Score -2520708 nChanged 18
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	Iteration 328Q: 3 clusters Score -2520690 nChanged 20
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	Iteration 329Q: 3 clusters Score -2520690 nChanged 20
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	Iteration 330Q: 3 clusters Score -2520630 nChanged 42
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	Iteration 331Q: 3 clusters Score -2520693 nChanged 24
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	Iteration 332Q: 3 clusters Score -2520694 nChanged 23
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	Iteration 333Q: 3 clusters Score -2520667 nChanged 30
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	Iteration 334Q: 3 clusters Score -2520679 nChanged 16
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	Iteration 335Q: 3 clusters Score -2520682 nChanged 25
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	Iteration 336Q: 3 clusters Score -2520689 nChanged 40
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	Iteration 337Q: 3 clusters Score -2520688 nChanged 24
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	Iteration 338Q: 3 clusters Score -2520655 nChanged 40
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	Iteration 339Q: 3 clusters Score -2520704 nChanged 30
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	Iteration 340F: 3 clusters Score -2520686 nChanged 16
Entering Unmasked Mstep 
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	Iteration 341Q: 3 clusters Score -2520679 nChanged 19
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	Iteration 342Q: 3 clusters Score -2520709 nChanged 16
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	Iteration 343Q: 3 clusters Score -2520676 nChanged 17
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	Iteration 344Q: 3 clusters Score -2520680 nChanged 18
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	Iteration 345Q: 3 clusters Score -2520687 nChanged 20
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	Iteration 346Q: 3 clusters Score -2520708 nChanged 22
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	Iteration 347Q: 3 clusters Score -2520690 nChanged 28
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	Iteration 348Q: 3 clusters Score -2520667 nChanged 25
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	Iteration 349Q: 3 clusters Score -2520678 nChanged 14
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	Iteration 350Q: 3 clusters Score -2520671 nChanged 21
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	Iteration 351Q: 3 clusters Score -2520690 nChanged 18
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	Iteration 352Q: 3 clusters Score -2520667 nChanged 28
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	Iteration 353Q: 3 clusters Score -2520684 nChanged 38
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	Iteration 354Q: 3 clusters Score -2520694 nChanged 39
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	Iteration 355Q: 3 clusters Score -2520659 nChanged 42
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	Iteration 356Q: 3 clusters Score -2520700 nChanged 30
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	Iteration 357Q: 3 clusters Score -2520697 nChanged 21
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	Iteration 358Q: 3 clusters Score -2520690 nChanged 22
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	Iteration 359Q: 3 clusters Score -2520670 nChanged 31
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Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -2520680 nChanged 18
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	Iteration 361Q: 3 clusters Score -2520702 nChanged 23
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	Iteration 362Q: 3 clusters Score -2520693 nChanged 14
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	Iteration 363Q: 3 clusters Score -2520661 nChanged 29
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	Iteration 364Q: 3 clusters Score -2520708 nChanged 17
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	Iteration 365Q: 3 clusters Score -2520679 nChanged 24
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	Iteration 366Q: 3 clusters Score -2520692 nChanged 28
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	Iteration 367Q: 3 clusters Score -2520657 nChanged 23
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	Iteration 368Q: 3 clusters Score -2520698 nChanged 19
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	Iteration 369Q: 3 clusters Score -2520694 nChanged 31
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Mstep: Class 2 contains 14866 members 
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	Iteration 370Q: 3 clusters Score -2520701 nChanged 25
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Mstep: Class 2 contains 14873 members 
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	Iteration 371Q: 3 clusters Score -2520701 nChanged 22
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Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -2520665 nChanged 19
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Mstep: Class 2 contains 14874 members 
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	Iteration 373Q: 3 clusters Score -2520663 nChanged 33
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	Iteration 374Q: 3 clusters Score -2520701 nChanged 24
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	Iteration 375Q: 3 clusters Score -2520702 nChanged 18
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	Iteration 376Q: 3 clusters Score -2520689 nChanged 23
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Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -2520665 nChanged 31
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Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -2520701 nChanged 14
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	Iteration 379Q: 3 clusters Score -2520702 nChanged 16
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Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -2520672 nChanged 15
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Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -2520686 nChanged 19
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	Iteration 382Q: 3 clusters Score -2520703 nChanged 22
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	Iteration 383Q: 3 clusters Score -2520694 nChanged 29
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Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -2520692 nChanged 23
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Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -2520670 nChanged 42
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	Iteration 386Q: 3 clusters Score -2520706 nChanged 20
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Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -2520669 nChanged 20
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	Iteration 388Q: 3 clusters Score -2520662 nChanged 23
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	Iteration 389Q: 3 clusters Score -2520664 nChanged 31
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	Iteration 390Q: 3 clusters Score -2520685 nChanged 26
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	Iteration 391Q: 3 clusters Score -2520681 nChanged 10
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	Iteration 392Q: 3 clusters Score -2520691 nChanged 24
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	Iteration 393Q: 3 clusters Score -2520715 nChanged 17
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	Iteration 394Q: 3 clusters Score -2520704 nChanged 30
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	Iteration 395Q: 3 clusters Score -2520696 nChanged 36
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	Iteration 396Q: 3 clusters Score -2520703 nChanged 31
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	Iteration 397Q: 3 clusters Score -2520690 nChanged 14
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	Iteration 398Q: 3 clusters Score -2520684 nChanged 17
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	Iteration 399Q: 3 clusters Score -2520669 nChanged 20
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	Iteration 400F: 3 clusters Score -2520692 nChanged 26
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	Iteration 401Q: 3 clusters Score -2520711 nChanged 15
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	Iteration 402Q: 3 clusters Score -2520701 nChanged 16
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	Iteration 403Q: 3 clusters Score -2520669 nChanged 18
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	Iteration 404Q: 3 clusters Score -2520686 nChanged 19
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	Iteration 405Q: 3 clusters Score -2520707 nChanged 16
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	Iteration 406Q: 3 clusters Score -2520710 nChanged 12
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	Iteration 407Q: 3 clusters Score -2520718 nChanged 13
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	Iteration 408Q: 3 clusters Score -2520706 nChanged 23
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	Iteration 410Q: 3 clusters Score -2520702 nChanged 16
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	Iteration 411Q: 3 clusters Score -2520683 nChanged 8
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	Iteration 412Q: 3 clusters Score -2520710 nChanged 18
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	Iteration 413Q: 3 clusters Score -2520681 nChanged 22
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	Iteration 414Q: 3 clusters Score -2520675 nChanged 9
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	Iteration 415Q: 3 clusters Score -2520715 nChanged 19
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	Iteration 416Q: 3 clusters Score -2520706 nChanged 15
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	Iteration 417Q: 3 clusters Score -2520708 nChanged 14
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	Iteration 418Q: 3 clusters Score -2520692 nChanged 15
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	Iteration 419Q: 3 clusters Score -2520687 nChanged 18
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	Iteration 420F: 3 clusters Score -2520704 nChanged 14
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	Iteration 421Q: 3 clusters Score -2520707 nChanged 24
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	Iteration 422Q: 3 clusters Score -2520698 nChanged 19
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	Iteration 423Q: 3 clusters Score -2520700 nChanged 19
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	Iteration 424Q: 3 clusters Score -2520699 nChanged 20
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	Iteration 425Q: 3 clusters Score -2520696 nChanged 12
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	Iteration 426Q: 3 clusters Score -2520706 nChanged 24
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	Iteration 427Q: 3 clusters Score -2520713 nChanged 14
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	Iteration 428Q: 3 clusters Score -2520688 nChanged 17
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	Iteration 429Q: 3 clusters Score -2520664 nChanged 16
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	Iteration 430Q: 3 clusters Score -2520663 nChanged 19
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	Iteration 431Q: 3 clusters Score -2520702 nChanged 31
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	Iteration 432Q: 3 clusters Score -2520633 nChanged 22
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	Iteration 433Q: 3 clusters Score -2520703 nChanged 16
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	Iteration 434Q: 3 clusters Score -2520710 nChanged 22
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	Iteration 435Q: 3 clusters Score -2520694 nChanged 32
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	Iteration 436Q: 3 clusters Score -2520695 nChanged 25
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	Iteration 437Q: 3 clusters Score -2520686 nChanged 23
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	Iteration 438Q: 3 clusters Score -2520685 nChanged 26
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	Iteration 439Q: 3 clusters Score -2520694 nChanged 27
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	Iteration 440F: 3 clusters Score -2520688 nChanged 24
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	Iteration 441Q: 3 clusters Score -2520700 nChanged 28
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	Iteration 442Q: 3 clusters Score -2520710 nChanged 23
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	Iteration 443Q: 3 clusters Score -2520701 nChanged 19
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	Iteration 444Q: 3 clusters Score -2520662 nChanged 24
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	Iteration 445Q: 3 clusters Score -2520657 nChanged 18
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	Iteration 446Q: 3 clusters Score -2520680 nChanged 20
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	Iteration 447Q: 3 clusters Score -2520714 nChanged 14
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	Iteration 448Q: 3 clusters Score -2520710 nChanged 13
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	Iteration 449Q: 3 clusters Score -2520688 nChanged 25
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	Iteration 450Q: 3 clusters Score -2520686 nChanged 19
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	Iteration 451Q: 3 clusters Score -2520686 nChanged 18
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	Iteration 452Q: 3 clusters Score -2520697 nChanged 20
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	Iteration 453Q: 3 clusters Score -2520678 nChanged 19
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	Iteration 454Q: 3 clusters Score -2520702 nChanged 24
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	Iteration 455Q: 3 clusters Score -2520668 nChanged 25
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	Iteration 456Q: 3 clusters Score -2520678 nChanged 27
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	Iteration 457Q: 3 clusters Score -2520702 nChanged 27
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	Iteration 458Q: 3 clusters Score -2520648 nChanged 19
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	Iteration 459Q: 3 clusters Score -2520700 nChanged 19
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	Iteration 460F: 3 clusters Score -2520684 nChanged 33
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	Iteration 461Q: 3 clusters Score -2520684 nChanged 24
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	Iteration 462Q: 3 clusters Score -2520705 nChanged 18
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Entering Unmasked Estep 
Score: -2520688.750000 Penalty: 4882.045898
	Iteration 463Q: 3 clusters Score -2520689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2520678.500000 Penalty: 4882.045898
	Iteration 464Q: 3 clusters Score -2520678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2520684.250000 Penalty: 4882.045898
	Iteration 465Q: 3 clusters Score -2520684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2520675.750000 Penalty: 4882.045898
	Iteration 466Q: 3 clusters Score -2520676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2520674.500000 Penalty: 4882.045898
	Iteration 467Q: 3 clusters Score -2520674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2520631.750000 Penalty: 4882.045898
	Iteration 468Q: 3 clusters Score -2520632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2520698.750000 Penalty: 4882.045898
	Iteration 469Q: 3 clusters Score -2520699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2520686.250000 Penalty: 4882.045898
	Iteration 470Q: 3 clusters Score -2520686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2520684.500000 Penalty: 4882.045898
	Iteration 471Q: 3 clusters Score -2520684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2520694.250000 Penalty: 4882.045898
	Iteration 472Q: 3 clusters Score -2520694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2520707.500000 Penalty: 4882.045898
	Iteration 473Q: 3 clusters Score -2520708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2520692.250000 Penalty: 4882.045898
	Iteration 474Q: 3 clusters Score -2520692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2520685.500000 Penalty: 4882.045898
	Iteration 475Q: 3 clusters Score -2520686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2520699.500000 Penalty: 4882.045898
	Iteration 476Q: 3 clusters Score -2520700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2520705.500000 Penalty: 4882.045898
	Iteration 477Q: 3 clusters Score -2520706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2520715.250000 Penalty: 4882.045898
	Iteration 478Q: 3 clusters Score -2520715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2520699.250000 Penalty: 4882.045898
	Iteration 479Q: 3 clusters Score -2520699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2520707.250000 Penalty: 4882.045898
	Iteration 480F: 3 clusters Score -2520707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2520694.250000 Penalty: 4882.045898
	Iteration 481Q: 3 clusters Score -2520694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2520699.000000 Penalty: 4882.045898
	Iteration 482Q: 3 clusters Score -2520699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2520666.250000 Penalty: 4882.045898
	Iteration 483Q: 3 clusters Score -2520666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2520707.500000 Penalty: 4882.045898
	Iteration 484Q: 3 clusters Score -2520708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2520695.500000 Penalty: 4882.045898
	Iteration 485Q: 3 clusters Score -2520696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2520694.750000 Penalty: 4882.045898
	Iteration 486Q: 3 clusters Score -2520695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2520692.250000 Penalty: 4882.045898
	Iteration 487Q: 3 clusters Score -2520692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2520656.500000 Penalty: 4882.045898
	Iteration 488Q: 3 clusters Score -2520656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2520681.250000 Penalty: 4882.045898
	Iteration 489Q: 3 clusters Score -2520681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2520699.000000 Penalty: 4882.045898
	Iteration 490Q: 3 clusters Score -2520699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2520691.750000 Penalty: 4882.045898
	Iteration 491Q: 3 clusters Score -2520692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2520676.500000 Penalty: 4882.045898
	Iteration 492Q: 3 clusters Score -2520676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2520701.000000 Penalty: 4882.045898
	Iteration 493Q: 3 clusters Score -2520701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2520685.250000 Penalty: 4882.045898
	Iteration 494Q: 3 clusters Score -2520685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2520701.500000 Penalty: 4882.045898
	Iteration 495Q: 3 clusters Score -2520702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2520685.250000 Penalty: 4882.045898
	Iteration 496Q: 3 clusters Score -2520685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2520687.250000 Penalty: 4882.045898
	Iteration 497Q: 3 clusters Score -2520687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2520705.000000 Penalty: 4882.045898
	Iteration 498Q: 3 clusters Score -2520705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2520694.750000 Penalty: 4882.045898
	Iteration 499Q: 3 clusters Score -2520695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2520680.250000 Penalty: 4882.045898
	Iteration 500F: 3 clusters Score -2520680 nChanged 25
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 88949 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 39618 members 
Mstep: Class 8 contains 184625 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 33033 members 
Mstep: Class 11 contains 41705 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 39414 members 
Mstep: Class 14 contains 80967 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Entering Unmasked Estep 
Score: -133283104.000000 Penalty: 65871.343750
Splitting cluster 2 changes total score from -133249696.000000 to -133283104.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (88949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Entering Unmasked Estep 
Score: -10341316.000000 Penalty: 2826.163086
	Iteration 0F: 2 clusters Score -1.034132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -10281619.000000 Penalty: 5652.326172
	Iteration 0F: 3 clusters Score -1.028162e+07 nChanged 41946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -10307673.000000 Penalty: 5652.326172
	Iteration 1F: 3 clusters Score -1.030767e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -10311312.000000 Penalty: 5652.326172
	Iteration 2F: 3 clusters Score -1.031131e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -10316270.000000 Penalty: 5652.326172
	Iteration 3F: 3 clusters Score -1.031627e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -10322829.000000 Penalty: 5652.326172
	Iteration 4F: 3 clusters Score -1.032283e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -10329870.000000 Penalty: 5652.326172
	Iteration 5F: 3 clusters Score -1.032987e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -10336193.000000 Penalty: 5652.326172
	Iteration 6F: 3 clusters Score -1.033619e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -10341301.000000 Penalty: 5652.326172
	Iteration 7F: 3 clusters Score -1.03413e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -10344521.000000 Penalty: 5652.326172
	Iteration 8Q: 3 clusters Score -1.034452e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -10345884.000000 Penalty: 5652.326172
	Iteration 9Q: 3 clusters Score -1.034588e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -10346499.000000 Penalty: 5652.326172
	Iteration 10Q: 3 clusters Score -1.03465e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -10346886.000000 Penalty: 5652.326172
	Iteration 11Q: 3 clusters Score -1.034689e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -10347013.000000 Penalty: 5652.326172
	Iteration 12Q: 3 clusters Score -1.034701e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -10347067.000000 Penalty: 5652.326172
	Iteration 13Q: 3 clusters Score -1.034707e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -10347135.000000 Penalty: 5652.326172
	Iteration 14Q: 3 clusters Score -1.034714e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -10347187.000000 Penalty: 5652.326172
	Iteration 15Q: 3 clusters Score -1.034719e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -10347219.000000 Penalty: 5652.326172
	Iteration 16Q: 3 clusters Score -1.034722e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -10347243.000000 Penalty: 5652.326172
	Iteration 17Q: 3 clusters Score -1.034724e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -10347235.000000 Penalty: 5652.326172
	Iteration 18Q: 3 clusters Score -1.034724e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -10347210.000000 Penalty: 5652.326172
	Iteration 19Q: 3 clusters Score -1.034721e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -10347250.000000 Penalty: 5652.326172
	Iteration 20F: 3 clusters Score -1.034725e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -10347294.000000 Penalty: 5652.326172
	Iteration 21Q: 3 clusters Score -1.034729e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -10347292.000000 Penalty: 5652.326172
	Iteration 22Q: 3 clusters Score -1.034729e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -10347277.000000 Penalty: 5652.326172
	Iteration 23Q: 3 clusters Score -1.034728e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -10347274.000000 Penalty: 5652.326172
	Iteration 24Q: 3 clusters Score -1.034727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -10347281.000000 Penalty: 5652.326172
	Iteration 25Q: 3 clusters Score -1.034728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -10347284.000000 Penalty: 5652.326172
	Iteration 26Q: 3 clusters Score -1.034728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -10347282.000000 Penalty: 5652.326172
	Iteration 27Q: 3 clusters Score -1.034728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -10347281.000000 Penalty: 5652.326172
	Iteration 28Q: 3 clusters Score -1.034728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -10347262.000000 Penalty: 5652.326172
	Iteration 29Q: 3 clusters Score -1.034726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -10347266.000000 Penalty: 5652.326172
	Iteration 30Q: 3 clusters Score -1.034727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -10347275.000000 Penalty: 5652.326172
	Iteration 31Q: 3 clusters Score -1.034728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -10347272.000000 Penalty: 5652.326172
	Iteration 32Q: 3 clusters Score -1.034727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -10347270.000000 Penalty: 5652.326172
	Iteration 33Q: 3 clusters Score -1.034727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -10347264.000000 Penalty: 5652.326172
	Iteration 34Q: 3 clusters Score -1.034726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -10347264.000000 Penalty: 5652.326172
	Iteration 35Q: 3 clusters Score -1.034726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -10347261.000000 Penalty: 5652.326172
	Iteration 36Q: 3 clusters Score -1.034726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -10347261.000000 Penalty: 5652.326172
	Iteration 37F: 3 clusters Score -1.034726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 39618 members 
Mstep: Class 8 contains 184625 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 33033 members 
Mstep: Class 11 contains 41705 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 39414 members 
Mstep: Class 14 contains 80967 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Entering Unmasked Estep 
Score: -133287952.000000 Penalty: 69338.250000
Splitting cluster 4 changes total score from -133249696.000000 to -133287952.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (67132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Entering Unmasked Estep 
Score: -8017184.500000 Penalty: 2756.375244
	Iteration 0F: 2 clusters Score -8017184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -7972321.500000 Penalty: 5512.750488
	Iteration 0F: 3 clusters Score -7972322 nChanged 31357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -7991439.000000 Penalty: 5512.750488
	Iteration 1F: 3 clusters Score -7991439 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -7995514.000000 Penalty: 5512.750488
	Iteration 2F: 3 clusters Score -7995514 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -8002485.000000 Penalty: 5512.750488
	Iteration 3F: 3 clusters Score -8002485 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -8009229.000000 Penalty: 5512.750488
	Iteration 4F: 3 clusters Score -8009229 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -8012496.500000 Penalty: 5512.750488
	Iteration 5F: 3 clusters Score -8012496 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -8013564.000000 Penalty: 5512.750488
	Iteration 6Q: 3 clusters Score -8013564 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8013883.500000 Penalty: 5512.750488
	Iteration 7Q: 3 clusters Score -8013884 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -8013967.500000 Penalty: 5512.750488
	Iteration 8Q: 3 clusters Score -8013968 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8014001.500000 Penalty: 5512.750488
	Iteration 9Q: 3 clusters Score -8014002 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -8014071.500000 Penalty: 5512.750488
	Iteration 10Q: 3 clusters Score -8014072 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8014116.000000 Penalty: 5512.750488
	Iteration 11Q: 3 clusters Score -8014116 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -8014114.500000 Penalty: 5512.750488
	Iteration 12Q: 3 clusters Score -8014114 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -8014119.000000 Penalty: 5512.750488
	Iteration 13Q: 3 clusters Score -8014119 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -8014136.500000 Penalty: 5512.750488
	Iteration 14Q: 3 clusters Score -8014136 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -8014119.000000 Penalty: 5512.750488
	Iteration 15Q: 3 clusters Score -8014119 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -8014137.500000 Penalty: 5512.750488
	Iteration 16Q: 3 clusters Score -8014138 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -8014184.500000 Penalty: 5512.750488
	Iteration 17Q: 3 clusters Score -8014184 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -8014225.500000 Penalty: 5512.750488
	Iteration 18Q: 3 clusters Score -8014226 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -8014255.500000 Penalty: 5512.750488
	Iteration 19Q: 3 clusters Score -8014256 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -8014282.500000 Penalty: 5512.750488
	Iteration 20F: 3 clusters Score -8014282 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -8014314.000000 Penalty: 5512.750488
	Iteration 21Q: 3 clusters Score -8014314 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -8014371.000000 Penalty: 5512.750488
	Iteration 22Q: 3 clusters Score -8014371 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -8014438.000000 Penalty: 5512.750488
	Iteration 23Q: 3 clusters Score -8014438 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -8014543.000000 Penalty: 5512.750488
	Iteration 24Q: 3 clusters Score -8014543 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -8014575.000000 Penalty: 5512.750488
	Iteration 25Q: 3 clusters Score -8014575 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -8014705.000000 Penalty: 5512.750488
	Iteration 26Q: 3 clusters Score -8014705 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -8014758.000000 Penalty: 5512.750488
	Iteration 27Q: 3 clusters Score -8014758 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -8014808.000000 Penalty: 5512.750488
	Iteration 28Q: 3 clusters Score -8014808 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -8014900.500000 Penalty: 5512.750488
	Iteration 29Q: 3 clusters Score -8014900 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -8015006.000000 Penalty: 5512.750488
	Iteration 30Q: 3 clusters Score -8015006 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -8015091.000000 Penalty: 5512.750488
	Iteration 31Q: 3 clusters Score -8015091 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -8015201.500000 Penalty: 5512.750488
	Iteration 32Q: 3 clusters Score -8015202 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -8015329.000000 Penalty: 5512.750488
	Iteration 33Q: 3 clusters Score -8015329 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -8015459.000000 Penalty: 5512.750488
	Iteration 34Q: 3 clusters Score -8015459 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -8015553.000000 Penalty: 5512.750488
	Iteration 35Q: 3 clusters Score -8015553 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -8015649.000000 Penalty: 5512.750488
	Iteration 36Q: 3 clusters Score -8015649 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -8015695.500000 Penalty: 5512.750488
	Iteration 37Q: 3 clusters Score -8015696 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -8015755.000000 Penalty: 5512.750488
	Iteration 38Q: 3 clusters Score -8015755 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -8015898.500000 Penalty: 5512.750488
	Iteration 39Q: 3 clusters Score -8015898 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -8015911.500000 Penalty: 5512.750488
	Iteration 40F: 3 clusters Score -8015912 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -8016033.500000 Penalty: 5512.750488
	Iteration 41Q: 3 clusters Score -8016034 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -8016081.000000 Penalty: 5512.750488
	Iteration 42Q: 3 clusters Score -8016081 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -8016202.500000 Penalty: 5512.750488
	Iteration 43Q: 3 clusters Score -8016202 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -8016264.000000 Penalty: 5512.750488
	Iteration 44Q: 3 clusters Score -8016264 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -8016303.500000 Penalty: 5512.750488
	Iteration 45Q: 3 clusters Score -8016304 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -8016317.500000 Penalty: 5512.750488
	Iteration 46Q: 3 clusters Score -8016318 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -8016346.500000 Penalty: 5512.750488
	Iteration 47Q: 3 clusters Score -8016346 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -8016388.000000 Penalty: 5512.750488
	Iteration 48Q: 3 clusters Score -8016388 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -8016426.000000 Penalty: 5512.750488
	Iteration 49Q: 3 clusters Score -8016426 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -8016426.500000 Penalty: 5512.750488
	Iteration 50Q: 3 clusters Score -8016426 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -8016404.500000 Penalty: 5512.750488
	Iteration 51Q: 3 clusters Score -8016404 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -8016417.500000 Penalty: 5512.750488
	Iteration 52Q: 3 clusters Score -8016418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -8016450.000000 Penalty: 5512.750488
	Iteration 53Q: 3 clusters Score -8016450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -8016467.000000 Penalty: 5512.750488
	Iteration 54Q: 3 clusters Score -8016467 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -8016458.500000 Penalty: 5512.750488
	Iteration 55Q: 3 clusters Score -8016458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -8016488.500000 Penalty: 5512.750488
	Iteration 56Q: 3 clusters Score -8016488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -8016503.000000 Penalty: 5512.750488
	Iteration 57Q: 3 clusters Score -8016503 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -8016527.000000 Penalty: 5512.750488
	Iteration 58Q: 3 clusters Score -8016527 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -8016541.000000 Penalty: 5512.750488
	Iteration 59Q: 3 clusters Score -8016541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -8016543.500000 Penalty: 5512.750488
	Iteration 60F: 3 clusters Score -8016544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -8016536.000000 Penalty: 5512.750488
	Iteration 61Q: 3 clusters Score -8016536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -8016551.000000 Penalty: 5512.750488
	Iteration 62Q: 3 clusters Score -8016551 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -8016544.000000 Penalty: 5512.750488
	Iteration 63Q: 3 clusters Score -8016544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -8016549.500000 Penalty: 5512.750488
	Iteration 64Q: 3 clusters Score -8016550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -8016573.000000 Penalty: 5512.750488
	Iteration 65Q: 3 clusters Score -8016573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -8016558.000000 Penalty: 5512.750488
	Iteration 66Q: 3 clusters Score -8016558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -8016574.000000 Penalty: 5512.750488
	Iteration 67Q: 3 clusters Score -8016574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -8016570.500000 Penalty: 5512.750488
	Iteration 68Q: 3 clusters Score -8016570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -8016574.500000 Penalty: 5512.750488
	Iteration 69Q: 3 clusters Score -8016574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -8016566.500000 Penalty: 5512.750488
	Iteration 70Q: 3 clusters Score -8016566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -8016583.000000 Penalty: 5512.750488
	Iteration 71Q: 3 clusters Score -8016583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -8016577.000000 Penalty: 5512.750488
	Iteration 72Q: 3 clusters Score -8016577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -8016578.000000 Penalty: 5512.750488
	Iteration 73Q: 3 clusters Score -8016578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -8016596.500000 Penalty: 5512.750488
	Iteration 74Q: 3 clusters Score -8016596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -8016600.000000 Penalty: 5512.750488
	Iteration 75Q: 3 clusters Score -8016600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -8016597.500000 Penalty: 5512.750488
	Iteration 76Q: 3 clusters Score -8016598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -8016593.500000 Penalty: 5512.750488
	Iteration 77Q: 3 clusters Score -8016594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -8016597.000000 Penalty: 5512.750488
	Iteration 78Q: 3 clusters Score -8016597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -8016603.000000 Penalty: 5512.750488
	Iteration 79Q: 3 clusters Score -8016603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -8016594.000000 Penalty: 5512.750488
	Iteration 80F: 3 clusters Score -8016594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -8016588.000000 Penalty: 5512.750488
	Iteration 81Q: 3 clusters Score -8016588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -8016604.500000 Penalty: 5512.750488
	Iteration 82Q: 3 clusters Score -8016604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -8016614.000000 Penalty: 5512.750488
	Iteration 83Q: 3 clusters Score -8016614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -8016618.000000 Penalty: 5512.750488
	Iteration 84Q: 3 clusters Score -8016618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -8016620.500000 Penalty: 5512.750488
	Iteration 85Q: 3 clusters Score -8016620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -8016631.000000 Penalty: 5512.750488
	Iteration 86Q: 3 clusters Score -8016631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -8016623.500000 Penalty: 5512.750488
	Iteration 87Q: 3 clusters Score -8016624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -8016618.500000 Penalty: 5512.750488
	Iteration 88Q: 3 clusters Score -8016618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -8016619.500000 Penalty: 5512.750488
	Iteration 89Q: 3 clusters Score -8016620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -8016622.500000 Penalty: 5512.750488
	Iteration 90Q: 3 clusters Score -8016622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 62800 members 
Entering Unmasked Estep 
Score: -8016633.500000 Penalty: 5512.750488
	Iteration 91Q: 3 clusters Score -8016634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -8016643.000000 Penalty: 5512.750488
	Iteration 92Q: 3 clusters Score -8016643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -8016630.000000 Penalty: 5512.750488
	Iteration 93Q: 3 clusters Score -8016630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -8016632.500000 Penalty: 5512.750488
	Iteration 94Q: 3 clusters Score -8016632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -8016624.500000 Penalty: 5512.750488
	Iteration 95Q: 3 clusters Score -8016624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -8016631.000000 Penalty: 5512.750488
	Iteration 96Q: 3 clusters Score -8016631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -8016625.500000 Penalty: 5512.750488
	Iteration 97Q: 3 clusters Score -8016626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -8016629.000000 Penalty: 5512.750488
	Iteration 98Q: 3 clusters Score -8016629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -8016626.500000 Penalty: 5512.750488
	Iteration 99Q: 3 clusters Score -8016626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -8016623.000000 Penalty: 5512.750488
	Iteration 100F: 3 clusters Score -8016623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -8016624.500000 Penalty: 5512.750488
	Iteration 101Q: 3 clusters Score -8016624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -8016620.500000 Penalty: 5512.750488
	Iteration 102Q: 3 clusters Score -8016620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -8016618.000000 Penalty: 5512.750488
	Iteration 103Q: 3 clusters Score -8016618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -8016624.500000 Penalty: 5512.750488
	Iteration 104Q: 3 clusters Score -8016624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8016629.500000 Penalty: 5512.750488
	Iteration 105Q: 3 clusters Score -8016630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -8016634.000000 Penalty: 5512.750488
	Iteration 106Q: 3 clusters Score -8016634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -8016633.000000 Penalty: 5512.750488
	Iteration 107Q: 3 clusters Score -8016633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -8016626.000000 Penalty: 5512.750488
	Iteration 108Q: 3 clusters Score -8016626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -8016632.500000 Penalty: 5512.750488
	Iteration 109Q: 3 clusters Score -8016632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -8016635.500000 Penalty: 5512.750488
	Iteration 110Q: 3 clusters Score -8016636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -8016641.500000 Penalty: 5512.750488
	Iteration 111Q: 3 clusters Score -8016642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -8016645.500000 Penalty: 5512.750488
	Iteration 112Q: 3 clusters Score -8016646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -8016648.500000 Penalty: 5512.750488
	Iteration 113Q: 3 clusters Score -8016648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -8016649.500000 Penalty: 5512.750488
	Iteration 114Q: 3 clusters Score -8016650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -8016645.500000 Penalty: 5512.750488
	Iteration 115Q: 3 clusters Score -8016646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -8016648.500000 Penalty: 5512.750488
	Iteration 116Q: 3 clusters Score -8016648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -8016638.000000 Penalty: 5512.750488
	Iteration 117Q: 3 clusters Score -8016638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -8016647.000000 Penalty: 5512.750488
	Iteration 118Q: 3 clusters Score -8016647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -8016654.000000 Penalty: 5512.750488
	Iteration 119Q: 3 clusters Score -8016654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -8016664.000000 Penalty: 5512.750488
	Iteration 120F: 3 clusters Score -8016664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -8016649.500000 Penalty: 5512.750488
	Iteration 121Q: 3 clusters Score -8016650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -8016656.500000 Penalty: 5512.750488
	Iteration 122Q: 3 clusters Score -8016656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -8016655.000000 Penalty: 5512.750488
	Iteration 123Q: 3 clusters Score -8016655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -8016662.500000 Penalty: 5512.750488
	Iteration 124Q: 3 clusters Score -8016662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -8016654.500000 Penalty: 5512.750488
	Iteration 125Q: 3 clusters Score -8016654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -8016671.000000 Penalty: 5512.750488
	Iteration 126Q: 3 clusters Score -8016671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -8016658.500000 Penalty: 5512.750488
	Iteration 127Q: 3 clusters Score -8016658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -8016660.500000 Penalty: 5512.750488
	Iteration 128Q: 3 clusters Score -8016660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -8016677.500000 Penalty: 5512.750488
	Iteration 129Q: 3 clusters Score -8016678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -8016672.000000 Penalty: 5512.750488
	Iteration 130Q: 3 clusters Score -8016672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -8016680.500000 Penalty: 5512.750488
	Iteration 131Q: 3 clusters Score -8016680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -8016681.000000 Penalty: 5512.750488
	Iteration 132Q: 3 clusters Score -8016681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -8016671.500000 Penalty: 5512.750488
	Iteration 133Q: 3 clusters Score -8016672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -8016684.500000 Penalty: 5512.750488
	Iteration 134Q: 3 clusters Score -8016684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -8016681.500000 Penalty: 5512.750488
	Iteration 135Q: 3 clusters Score -8016682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -8016677.000000 Penalty: 5512.750488
	Iteration 136Q: 3 clusters Score -8016677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -8016688.000000 Penalty: 5512.750488
	Iteration 137Q: 3 clusters Score -8016688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -8016685.500000 Penalty: 5512.750488
	Iteration 138Q: 3 clusters Score -8016686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -8016684.000000 Penalty: 5512.750488
	Iteration 139Q: 3 clusters Score -8016684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -8016691.500000 Penalty: 5512.750488
	Iteration 140F: 3 clusters Score -8016692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8016689.500000 Penalty: 5512.750488
	Iteration 141Q: 3 clusters Score -8016690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -8016685.500000 Penalty: 5512.750488
	Iteration 142Q: 3 clusters Score -8016686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -8016684.500000 Penalty: 5512.750488
	Iteration 143Q: 3 clusters Score -8016684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -8016682.500000 Penalty: 5512.750488
	Iteration 144Q: 3 clusters Score -8016682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -8016687.000000 Penalty: 5512.750488
	Iteration 145Q: 3 clusters Score -8016687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -8016690.000000 Penalty: 5512.750488
	Iteration 146Q: 3 clusters Score -8016690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -8016690.500000 Penalty: 5512.750488
	Iteration 147Q: 3 clusters Score -8016690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -8016689.000000 Penalty: 5512.750488
	Iteration 148Q: 3 clusters Score -8016689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -8016689.000000 Penalty: 5512.750488
	Iteration 149F: 3 clusters Score -8016689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Entering Unmasked Estep 
Score: -4502637.000000 Penalty: 2625.585693
	Iteration 0F: 2 clusters Score -4502637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4475786.500000 Penalty: 5251.171387
	Iteration 0F: 3 clusters Score -4475786 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -4486168.000000 Penalty: 5251.171387
	Iteration 1F: 3 clusters Score -4486168 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4487724.500000 Penalty: 5251.171387
	Iteration 2F: 3 clusters Score -4487724 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4490347.500000 Penalty: 5251.171387
	Iteration 3F: 3 clusters Score -4490348 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4494843.500000 Penalty: 5251.171387
	Iteration 4F: 3 clusters Score -4494844 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -4500392.500000 Penalty: 5251.171387
	Iteration 5F: 3 clusters Score -4500392 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -4504991.500000 Penalty: 5251.171387
	Iteration 6F: 3 clusters Score -4504992 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -4508324.000000 Penalty: 5251.171387
	Iteration 7F: 3 clusters Score -4508324 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -4511319.500000 Penalty: 5251.171387
	Iteration 8Q: 3 clusters Score -4511320 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -4513601.500000 Penalty: 5251.171387
	Iteration 9Q: 3 clusters Score -4513602 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -4514554.000000 Penalty: 5251.171387
	Iteration 10Q: 3 clusters Score -4514554 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4514881.000000 Penalty: 5251.171387
	Iteration 11Q: 3 clusters Score -4514881 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -4515045.500000 Penalty: 5251.171387
	Iteration 12Q: 3 clusters Score -4515046 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4515137.000000 Penalty: 5251.171387
	Iteration 13Q: 3 clusters Score -4515137 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4515210.000000 Penalty: 5251.171387
	Iteration 14Q: 3 clusters Score -4515210 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -4515236.500000 Penalty: 5251.171387
	Iteration 15Q: 3 clusters Score -4515236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4515244.000000 Penalty: 5251.171387
	Iteration 16Q: 3 clusters Score -4515244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4515252.000000 Penalty: 5251.171387
	Iteration 17Q: 3 clusters Score -4515252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -4515269.000000 Penalty: 5251.171387
	Iteration 18Q: 3 clusters Score -4515269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -4515261.500000 Penalty: 5251.171387
	Iteration 19Q: 3 clusters Score -4515262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -4515271.000000 Penalty: 5251.171387
	Iteration 20F: 3 clusters Score -4515271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -4515278.000000 Penalty: 5251.171387
	Iteration 21Q: 3 clusters Score -4515278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4515275.000000 Penalty: 5251.171387
	Iteration 22Q: 3 clusters Score -4515275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -4515291.500000 Penalty: 5251.171387
	Iteration 23Q: 3 clusters Score -4515292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4515285.500000 Penalty: 5251.171387
	Iteration 24Q: 3 clusters Score -4515286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4515288.000000 Penalty: 5251.171387
	Iteration 25Q: 3 clusters Score -4515288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -4515284.000000 Penalty: 5251.171387
	Iteration 26Q: 3 clusters Score -4515284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4515281.500000 Penalty: 5251.171387
	Iteration 27Q: 3 clusters Score -4515282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -4515274.500000 Penalty: 5251.171387
	Iteration 28Q: 3 clusters Score -4515274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -4515289.000000 Penalty: 5251.171387
	Iteration 29Q: 3 clusters Score -4515289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -4515292.000000 Penalty: 5251.171387
	Iteration 30Q: 3 clusters Score -4515292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -4515299.500000 Penalty: 5251.171387
	Iteration 31Q: 3 clusters Score -4515300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -4515297.500000 Penalty: 5251.171387
	Iteration 32Q: 3 clusters Score -4515298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4515296.500000 Penalty: 5251.171387
	Iteration 33Q: 3 clusters Score -4515296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -4515299.000000 Penalty: 5251.171387
	Iteration 34Q: 3 clusters Score -4515299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4515304.500000 Penalty: 5251.171387
	Iteration 35Q: 3 clusters Score -4515304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -4515301.500000 Penalty: 5251.171387
	Iteration 36Q: 3 clusters Score -4515302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -4515310.500000 Penalty: 5251.171387
	Iteration 37Q: 3 clusters Score -4515310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4515318.000000 Penalty: 5251.171387
	Iteration 38Q: 3 clusters Score -4515318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -4515319.000000 Penalty: 5251.171387
	Iteration 39Q: 3 clusters Score -4515319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -4515319.500000 Penalty: 5251.171387
	Iteration 40F: 3 clusters Score -4515320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -4515312.000000 Penalty: 5251.171387
	Iteration 41Q: 3 clusters Score -4515312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -4515320.000000 Penalty: 5251.171387
	Iteration 42Q: 3 clusters Score -4515320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -4515319.000000 Penalty: 5251.171387
	Iteration 43Q: 3 clusters Score -4515319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4515325.500000 Penalty: 5251.171387
	Iteration 44Q: 3 clusters Score -4515326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -4515330.500000 Penalty: 5251.171387
	Iteration 45Q: 3 clusters Score -4515330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4515330.500000 Penalty: 5251.171387
	Iteration 46Q: 3 clusters Score -4515330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4515332.500000 Penalty: 5251.171387
	Iteration 47Q: 3 clusters Score -4515332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4515324.500000 Penalty: 5251.171387
	Iteration 48Q: 3 clusters Score -4515324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -4515327.000000 Penalty: 5251.171387
	Iteration 49Q: 3 clusters Score -4515327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -4515338.000000 Penalty: 5251.171387
	Iteration 50Q: 3 clusters Score -4515338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -4515338.500000 Penalty: 5251.171387
	Iteration 51Q: 3 clusters Score -4515338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -4515335.000000 Penalty: 5251.171387
	Iteration 52Q: 3 clusters Score -4515335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -4515335.000000 Penalty: 5251.171387
	Iteration 53F: 3 clusters Score -4515335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 184625 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 33033 members 
Mstep: Class 11 contains 41705 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 39414 members 
Mstep: Class 14 contains 80967 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Entering Unmasked Estep 
Score: -133300320.000000 Penalty: 72805.164062
Splitting cluster 7 changes total score from -133249696.000000 to -133300320.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (184625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184625 members 
Entering Unmasked Estep 
Score: -21727128.000000 Penalty: 3007.268555
	Iteration 0F: 2 clusters Score -2.172713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92607 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -21605212.000000 Penalty: 6014.537109
	Iteration 0F: 3 clusters Score -2.160521e+07 nChanged 88669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -21657834.000000 Penalty: 6014.537109
	Iteration 1F: 3 clusters Score -2.165783e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 85700 members 
Entering Unmasked Estep 
Score: -21659826.000000 Penalty: 6014.537109
	Iteration 2Q: 3 clusters Score -2.165983e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102616 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -21663204.000000 Penalty: 6014.537109
	Iteration 3Q: 3 clusters Score -2.16632e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108199 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -21668476.000000 Penalty: 6014.537109
	Iteration 4F: 3 clusters Score -2.166848e+07 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -21677022.000000 Penalty: 6014.537109
	Iteration 5F: 3 clusters Score -2.167702e+07 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125270 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -21688244.000000 Penalty: 6014.537109
	Iteration 6F: 3 clusters Score -2.168824e+07 nChanged 13437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134691 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -21699604.000000 Penalty: 6014.537109
	Iteration 7F: 3 clusters Score -2.16996e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142126 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -21708464.000000 Penalty: 6014.537109
	Iteration 8F: 3 clusters Score -2.170846e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147210 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -21714218.000000 Penalty: 6014.537109
	Iteration 9Q: 3 clusters Score -2.171422e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150721 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -21717452.000000 Penalty: 6014.537109
	Iteration 10Q: 3 clusters Score -2.171745e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153513 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -21719142.000000 Penalty: 6014.537109
	Iteration 11Q: 3 clusters Score -2.171914e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -21720440.000000 Penalty: 6014.537109
	Iteration 12Q: 3 clusters Score -2.172044e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158276 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -21721578.000000 Penalty: 6014.537109
	Iteration 13Q: 3 clusters Score -2.172158e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160426 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -21722266.000000 Penalty: 6014.537109
	Iteration 14Q: 3 clusters Score -2.172227e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -21723218.000000 Penalty: 6014.537109
	Iteration 15Q: 3 clusters Score -2.172322e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164332 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -21723944.000000 Penalty: 6014.537109
	Iteration 16Q: 3 clusters Score -2.172394e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166045 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -21724432.000000 Penalty: 6014.537109
	Iteration 17Q: 3 clusters Score -2.172443e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -21724964.000000 Penalty: 6014.537109
	Iteration 18Q: 3 clusters Score -2.172496e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169109 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -21725338.000000 Penalty: 6014.537109
	Iteration 19Q: 3 clusters Score -2.172534e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170439 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -21725800.000000 Penalty: 6014.537109
	Iteration 20F: 3 clusters Score -2.17258e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -21726140.000000 Penalty: 6014.537109
	Iteration 21Q: 3 clusters Score -2.172614e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172610 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -21726428.000000 Penalty: 6014.537109
	Iteration 22Q: 3 clusters Score -2.172643e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173510 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -21726572.000000 Penalty: 6014.537109
	Iteration 23Q: 3 clusters Score -2.172657e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174312 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -21726710.000000 Penalty: 6014.537109
	Iteration 24Q: 3 clusters Score -2.172671e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175015 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -21726898.000000 Penalty: 6014.537109
	Iteration 25Q: 3 clusters Score -2.17269e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -21726994.000000 Penalty: 6014.537109
	Iteration 26Q: 3 clusters Score -2.172699e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176133 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -21727054.000000 Penalty: 6014.537109
	Iteration 27Q: 3 clusters Score -2.172705e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176570 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -21727154.000000 Penalty: 6014.537109
	Iteration 28Q: 3 clusters Score -2.172715e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176880 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -21727212.000000 Penalty: 6014.537109
	Iteration 29Q: 3 clusters Score -2.172721e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177164 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -21727284.000000 Penalty: 6014.537109
	Iteration 30Q: 3 clusters Score -2.172728e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177443 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -21727310.000000 Penalty: 6014.537109
	Iteration 31Q: 3 clusters Score -2.172731e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -21727410.000000 Penalty: 6014.537109
	Iteration 32Q: 3 clusters Score -2.172741e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177867 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -21727426.000000 Penalty: 6014.537109
	Iteration 33Q: 3 clusters Score -2.172743e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178042 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -21727426.000000 Penalty: 6014.537109
	Iteration 34Q: 3 clusters Score -2.172743e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178201 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -21727412.000000 Penalty: 6014.537109
	Iteration 35Q: 3 clusters Score -2.172741e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178332 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -21727420.000000 Penalty: 6014.537109
	Iteration 36Q: 3 clusters Score -2.172742e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178442 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -21727458.000000 Penalty: 6014.537109
	Iteration 37Q: 3 clusters Score -2.172746e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178546 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -21727472.000000 Penalty: 6014.537109
	Iteration 38Q: 3 clusters Score -2.172747e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178618 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -21727478.000000 Penalty: 6014.537109
	Iteration 39Q: 3 clusters Score -2.172748e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178688 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -21727460.000000 Penalty: 6014.537109
	Iteration 40F: 3 clusters Score -2.172746e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178757 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -21727468.000000 Penalty: 6014.537109
	Iteration 41Q: 3 clusters Score -2.172747e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178804 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -21727470.000000 Penalty: 6014.537109
	Iteration 42Q: 3 clusters Score -2.172747e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178851 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -21727464.000000 Penalty: 6014.537109
	Iteration 43Q: 3 clusters Score -2.172746e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178886 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -21727486.000000 Penalty: 6014.537109
	Iteration 44Q: 3 clusters Score -2.172749e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -21727496.000000 Penalty: 6014.537109
	Iteration 45Q: 3 clusters Score -2.17275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178952 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -21727496.000000 Penalty: 6014.537109
	Iteration 46Q: 3 clusters Score -2.17275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178975 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -21727500.000000 Penalty: 6014.537109
	Iteration 47Q: 3 clusters Score -2.17275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178997 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -21727518.000000 Penalty: 6014.537109
	Iteration 48Q: 3 clusters Score -2.172752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179012 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -21727520.000000 Penalty: 6014.537109
	Iteration 49Q: 3 clusters Score -2.172752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -21727524.000000 Penalty: 6014.537109
	Iteration 50Q: 3 clusters Score -2.172752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179047 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -21727538.000000 Penalty: 6014.537109
	Iteration 51Q: 3 clusters Score -2.172754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179067 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -21727528.000000 Penalty: 6014.537109
	Iteration 52Q: 3 clusters Score -2.172753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -21727528.000000 Penalty: 6014.537109
	Iteration 53Q: 3 clusters Score -2.172753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179095 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -21727530.000000 Penalty: 6014.537109
	Iteration 54Q: 3 clusters Score -2.172753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179107 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -21727530.000000 Penalty: 6014.537109
	Iteration 55Q: 3 clusters Score -2.172753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179112 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -21727544.000000 Penalty: 6014.537109
	Iteration 56Q: 3 clusters Score -2.172754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179114 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -21727540.000000 Penalty: 6014.537109
	Iteration 57Q: 3 clusters Score -2.172754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179115 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -21727532.000000 Penalty: 6014.537109
	Iteration 58Q: 3 clusters Score -2.172753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179118 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -21727522.000000 Penalty: 6014.537109
	Iteration 59Q: 3 clusters Score -2.172752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179121 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -21727530.000000 Penalty: 6014.537109
	Iteration 60F: 3 clusters Score -2.172753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179125 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -21727530.000000 Penalty: 6014.537109
	Iteration 61Q: 3 clusters Score -2.172753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179130 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -21727548.000000 Penalty: 6014.537109
	Iteration 62Q: 3 clusters Score -2.172755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179135 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -21727546.000000 Penalty: 6014.537109
	Iteration 63Q: 3 clusters Score -2.172755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179139 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -21727550.000000 Penalty: 6014.537109
	Iteration 64Q: 3 clusters Score -2.172755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179142 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -21727544.000000 Penalty: 6014.537109
	Iteration 65Q: 3 clusters Score -2.172754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179147 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -21727544.000000 Penalty: 6014.537109
	Iteration 66Q: 3 clusters Score -2.172754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179150 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -21727554.000000 Penalty: 6014.537109
	Iteration 67Q: 3 clusters Score -2.172755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179152 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -21727562.000000 Penalty: 6014.537109
	Iteration 68Q: 3 clusters Score -2.172756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179153 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -21727554.000000 Penalty: 6014.537109
	Iteration 69Q: 3 clusters Score -2.172755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179155 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -21727556.000000 Penalty: 6014.537109
	Iteration 70Q: 3 clusters Score -2.172756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179158 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -21727538.000000 Penalty: 6014.537109
	Iteration 71Q: 3 clusters Score -2.172754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179160 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -21727530.000000 Penalty: 6014.537109
	Iteration 72Q: 3 clusters Score -2.172753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179163 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -21727536.000000 Penalty: 6014.537109
	Iteration 73Q: 3 clusters Score -2.172754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179167 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -21727550.000000 Penalty: 6014.537109
	Iteration 74Q: 3 clusters Score -2.172755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179169 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -21727542.000000 Penalty: 6014.537109
	Iteration 75Q: 3 clusters Score -2.172754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179173 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -21727556.000000 Penalty: 6014.537109
	Iteration 76Q: 3 clusters Score -2.172756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179175 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -21727542.000000 Penalty: 6014.537109
	Iteration 77Q: 3 clusters Score -2.172754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179175 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -21727542.000000 Penalty: 6014.537109
	Iteration 78F: 3 clusters Score -2.172754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 33033 members 
Mstep: Class 11 contains 41705 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 39414 members 
Mstep: Class 14 contains 80967 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Entering Unmasked Estep 
Score: -133300344.000000 Penalty: 76272.078125
Splitting cluster 8 changes total score from -133249696.000000 to -133300344.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (1875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Entering Unmasked Estep 
Score: -146733.625000 Penalty: 1869.018311
	Iteration 0F: 2 clusters Score -146733.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -145030.812500 Penalty: 3738.036621
	Iteration 0F: 3 clusters Score -145030.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -148405.906250 Penalty: 3738.036621
	Iteration 1F: 3 clusters Score -148405.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -149399.671875 Penalty: 3738.036621
	Iteration 2F: 3 clusters Score -149399.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -149754.937500 Penalty: 3738.036621
	Iteration 3Q: 3 clusters Score -149754.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -149943.656250 Penalty: 3738.036621
	Iteration 4Q: 3 clusters Score -149943.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -150033.328125 Penalty: 3738.036621
	Iteration 5Q: 3 clusters Score -150033.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -150103.046875 Penalty: 3738.036621
	Iteration 6Q: 3 clusters Score -150103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -150178.359375 Penalty: 3738.036621
	Iteration 7Q: 3 clusters Score -150178.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -150287.015625 Penalty: 3738.036621
	Iteration 8Q: 3 clusters Score -150287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -150342.765625 Penalty: 3738.036621
	Iteration 9Q: 3 clusters Score -150342.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -150459.312500 Penalty: 3738.036621
	Iteration 10Q: 3 clusters Score -150459.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -150521.203125 Penalty: 3738.036621
	Iteration 11Q: 3 clusters Score -150521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -150595.078125 Penalty: 3738.036621
	Iteration 12Q: 3 clusters Score -150595.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -150638.937500 Penalty: 3738.036621
	Iteration 13Q: 3 clusters Score -150638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -150654.359375 Penalty: 3738.036621
	Iteration 14Q: 3 clusters Score -150654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -150658.015625 Penalty: 3738.036621
	Iteration 15Q: 3 clusters Score -150658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -150658.593750 Penalty: 3738.036621
	Iteration 16Q: 3 clusters Score -150658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -150821.906250 Penalty: 3738.036621
	Iteration 17F: 3 clusters Score -150821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -151022.453125 Penalty: 3738.036621
	Iteration 18Q: 3 clusters Score -151022.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -151089.093750 Penalty: 3738.036621
	Iteration 19Q: 3 clusters Score -151089.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -151137.359375 Penalty: 3738.036621
	Iteration 20F: 3 clusters Score -151137.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -151209.421875 Penalty: 3738.036621
	Iteration 21Q: 3 clusters Score -151209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -151247.109375 Penalty: 3738.036621
	Iteration 22Q: 3 clusters Score -151247.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -151332.828125 Penalty: 3738.036621
	Iteration 23Q: 3 clusters Score -151332.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -151408.609375 Penalty: 3738.036621
	Iteration 24Q: 3 clusters Score -151408.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -151465.031250 Penalty: 3738.036621
	Iteration 25Q: 3 clusters Score -151465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -151481.187500 Penalty: 3738.036621
	Iteration 26Q: 3 clusters Score -151481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -151483.421875 Penalty: 3738.036621
	Iteration 27Q: 3 clusters Score -151483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -151488.140625 Penalty: 3738.036621
	Iteration 28Q: 3 clusters Score -151488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -151490.281250 Penalty: 3738.036621
	Iteration 29Q: 3 clusters Score -151490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -151494.187500 Penalty: 3738.036621
	Iteration 30Q: 3 clusters Score -151494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -151499.203125 Penalty: 3738.036621
	Iteration 31Q: 3 clusters Score -151499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -151499.953125 Penalty: 3738.036621
	Iteration 32Q: 3 clusters Score -151500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -151500.671875 Penalty: 3738.036621
	Iteration 33Q: 3 clusters Score -151500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -151501.312500 Penalty: 3738.036621
	Iteration 34Q: 3 clusters Score -151501.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -151526.859375 Penalty: 3738.036621
	Iteration 35F: 3 clusters Score -151526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -151724.687500 Penalty: 3738.036621
	Iteration 36Q: 3 clusters Score -151724.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -152021.234375 Penalty: 3738.036621
	Iteration 37Q: 3 clusters Score -152021.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -152154.906250 Penalty: 3738.036621
	Iteration 38Q: 3 clusters Score -152154.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -152346.609375 Penalty: 3738.036621
	Iteration 39Q: 3 clusters Score -152346.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -152745.046875 Penalty: 3738.036621
	Iteration 40F: 3 clusters Score -152745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -153520.171875 Penalty: 3738.036621
	Iteration 41Q: 3 clusters Score -153520.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -153988.250000 Penalty: 3738.036621
	Iteration 42Q: 3 clusters Score -153988.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -154237.718750 Penalty: 3738.036621
	Iteration 43Q: 3 clusters Score -154237.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -154302.453125 Penalty: 3738.036621
	Iteration 44Q: 3 clusters Score -154302.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -154320.656250 Penalty: 3738.036621
	Iteration 45Q: 3 clusters Score -154320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -154325.609375 Penalty: 3738.036621
	Iteration 46Q: 3 clusters Score -154325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -154329.859375 Penalty: 3738.036621
	Iteration 47Q: 3 clusters Score -154329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -154331.562500 Penalty: 3738.036621
	Iteration 48Q: 3 clusters Score -154331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -154331.562500 Penalty: 3738.036621
	Iteration 49F: 3 clusters Score -154331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 33033 members 
Mstep: Class 11 contains 41705 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 39414 members 
Mstep: Class 14 contains 80967 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Entering Unmasked Estep 
Score: -133306296.000000 Penalty: 79738.992188
Splitting cluster 9 changes total score from -133249696.000000 to -133306296.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (33033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Entering Unmasked Estep 
Score: -3855633.500000 Penalty: 2580.504883
	Iteration 0F: 2 clusters Score -3855634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3833055.750000 Penalty: 5161.009766
	Iteration 0F: 3 clusters Score -3833056 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3842414.000000 Penalty: 5161.009766
	Iteration 1F: 3 clusters Score -3842414 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3845649.750000 Penalty: 5161.009766
	Iteration 2F: 3 clusters Score -3845650 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3851045.000000 Penalty: 5161.009766
	Iteration 3F: 3 clusters Score -3851045 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3858398.750000 Penalty: 5161.009766
	Iteration 4F: 3 clusters Score -3858399 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3864344.750000 Penalty: 5161.009766
	Iteration 5F: 3 clusters Score -3864345 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3867719.750000 Penalty: 5161.009766
	Iteration 6F: 3 clusters Score -3867720 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3870655.000000 Penalty: 5161.009766
	Iteration 7F: 3 clusters Score -3870655 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3873553.750000 Penalty: 5161.009766
	Iteration 8Q: 3 clusters Score -3873554 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3875834.250000 Penalty: 5161.009766
	Iteration 9Q: 3 clusters Score -3875834 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3876522.500000 Penalty: 5161.009766
	Iteration 10Q: 3 clusters Score -3876522 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3876724.250000 Penalty: 5161.009766
	Iteration 11Q: 3 clusters Score -3876724 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3876830.000000 Penalty: 5161.009766
	Iteration 12Q: 3 clusters Score -3876830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3876868.000000 Penalty: 5161.009766
	Iteration 13Q: 3 clusters Score -3876868 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3876894.500000 Penalty: 5161.009766
	Iteration 14Q: 3 clusters Score -3876894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3876932.500000 Penalty: 5161.009766
	Iteration 15Q: 3 clusters Score -3876932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3876961.500000 Penalty: 5161.009766
	Iteration 16Q: 3 clusters Score -3876962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3876998.000000 Penalty: 5161.009766
	Iteration 17Q: 3 clusters Score -3876998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3877021.750000 Penalty: 5161.009766
	Iteration 18Q: 3 clusters Score -3877022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3877032.500000 Penalty: 5161.009766
	Iteration 19Q: 3 clusters Score -3877032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3877070.750000 Penalty: 5161.009766
	Iteration 20F: 3 clusters Score -3877071 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3877117.750000 Penalty: 5161.009766
	Iteration 21Q: 3 clusters Score -3877118 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3877216.000000 Penalty: 5161.009766
	Iteration 22Q: 3 clusters Score -3877216 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3877382.000000 Penalty: 5161.009766
	Iteration 23Q: 3 clusters Score -3877382 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3877577.500000 Penalty: 5161.009766
	Iteration 24Q: 3 clusters Score -3877578 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3877821.250000 Penalty: 5161.009766
	Iteration 25Q: 3 clusters Score -3877821 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3878076.000000 Penalty: 5161.009766
	Iteration 26Q: 3 clusters Score -3878076 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3878305.750000 Penalty: 5161.009766
	Iteration 27Q: 3 clusters Score -3878306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3878461.250000 Penalty: 5161.009766
	Iteration 28Q: 3 clusters Score -3878461 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3878526.250000 Penalty: 5161.009766
	Iteration 29Q: 3 clusters Score -3878526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3878555.750000 Penalty: 5161.009766
	Iteration 30Q: 3 clusters Score -3878556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3878587.750000 Penalty: 5161.009766
	Iteration 31Q: 3 clusters Score -3878588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3878608.000000 Penalty: 5161.009766
	Iteration 32Q: 3 clusters Score -3878608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3878605.500000 Penalty: 5161.009766
	Iteration 33Q: 3 clusters Score -3878606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3878605.250000 Penalty: 5161.009766
	Iteration 34Q: 3 clusters Score -3878605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3878613.000000 Penalty: 5161.009766
	Iteration 35Q: 3 clusters Score -3878613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3878606.000000 Penalty: 5161.009766
	Iteration 36Q: 3 clusters Score -3878606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3878609.750000 Penalty: 5161.009766
	Iteration 37Q: 3 clusters Score -3878610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3878610.000000 Penalty: 5161.009766
	Iteration 38Q: 3 clusters Score -3878610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3878608.500000 Penalty: 5161.009766
	Iteration 39Q: 3 clusters Score -3878608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3878612.500000 Penalty: 5161.009766
	Iteration 40F: 3 clusters Score -3878612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3878611.250000 Penalty: 5161.009766
	Iteration 41Q: 3 clusters Score -3878611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3878620.750000 Penalty: 5161.009766
	Iteration 42Q: 3 clusters Score -3878621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3878620.500000 Penalty: 5161.009766
	Iteration 43Q: 3 clusters Score -3878620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3878623.000000 Penalty: 5161.009766
	Iteration 44Q: 3 clusters Score -3878623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3878623.250000 Penalty: 5161.009766
	Iteration 45Q: 3 clusters Score -3878623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3878623.000000 Penalty: 5161.009766
	Iteration 46Q: 3 clusters Score -3878623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3878622.250000 Penalty: 5161.009766
	Iteration 47Q: 3 clusters Score -3878622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3878622.750000 Penalty: 5161.009766
	Iteration 48Q: 3 clusters Score -3878623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3878624.000000 Penalty: 5161.009766
	Iteration 49Q: 3 clusters Score -3878624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3878624.000000 Penalty: 5161.009766
	Iteration 50F: 3 clusters Score -3878624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 41705 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 39414 members 
Mstep: Class 14 contains 80967 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Entering Unmasked Estep 
Score: -133329152.000000 Penalty: 83205.906250
Splitting cluster 10 changes total score from -133249696.000000 to -133329152.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (41705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Entering Unmasked Estep 
Score: -4716044.000000 Penalty: 2638.317383
	Iteration 0F: 2 clusters Score -4716044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4688030.000000 Penalty: 5276.634766
	Iteration 0F: 3 clusters Score -4688030 nChanged 18977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4700047.500000 Penalty: 5276.634766
	Iteration 1F: 3 clusters Score -4700048 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4703764.500000 Penalty: 5276.634766
	Iteration 2F: 3 clusters Score -4703764 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -4708259.000000 Penalty: 5276.634766
	Iteration 3F: 3 clusters Score -4708259 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -4711889.500000 Penalty: 5276.634766
	Iteration 4F: 3 clusters Score -4711890 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4714419.500000 Penalty: 5276.634766
	Iteration 5F: 3 clusters Score -4714420 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4716121.500000 Penalty: 5276.634766
	Iteration 6F: 3 clusters Score -4716122 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4717321.500000 Penalty: 5276.634766
	Iteration 7Q: 3 clusters Score -4717322 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4718155.000000 Penalty: 5276.634766
	Iteration 8Q: 3 clusters Score -4718155 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -4718867.500000 Penalty: 5276.634766
	Iteration 9Q: 3 clusters Score -4718868 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -4719569.000000 Penalty: 5276.634766
	Iteration 10Q: 3 clusters Score -4719569 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -4720332.500000 Penalty: 5276.634766
	Iteration 11Q: 3 clusters Score -4720332 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4721096.500000 Penalty: 5276.634766
	Iteration 12Q: 3 clusters Score -4721096 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4721810.000000 Penalty: 5276.634766
	Iteration 13Q: 3 clusters Score -4721810 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -4722195.500000 Penalty: 5276.634766
	Iteration 14Q: 3 clusters Score -4722196 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4722370.500000 Penalty: 5276.634766
	Iteration 15Q: 3 clusters Score -4722370 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -4722454.500000 Penalty: 5276.634766
	Iteration 16Q: 3 clusters Score -4722454 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4722514.000000 Penalty: 5276.634766
	Iteration 17Q: 3 clusters Score -4722514 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4722570.500000 Penalty: 5276.634766
	Iteration 18Q: 3 clusters Score -4722570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4722600.500000 Penalty: 5276.634766
	Iteration 19Q: 3 clusters Score -4722600 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4722628.500000 Penalty: 5276.634766
	Iteration 20F: 3 clusters Score -4722628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4722647.500000 Penalty: 5276.634766
	Iteration 21Q: 3 clusters Score -4722648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4722669.000000 Penalty: 5276.634766
	Iteration 22Q: 3 clusters Score -4722669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4722690.000000 Penalty: 5276.634766
	Iteration 23Q: 3 clusters Score -4722690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4722711.500000 Penalty: 5276.634766
	Iteration 24Q: 3 clusters Score -4722712 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4722736.500000 Penalty: 5276.634766
	Iteration 25Q: 3 clusters Score -4722736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4722762.000000 Penalty: 5276.634766
	Iteration 26Q: 3 clusters Score -4722762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -4722780.500000 Penalty: 5276.634766
	Iteration 27Q: 3 clusters Score -4722780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4722808.000000 Penalty: 5276.634766
	Iteration 28Q: 3 clusters Score -4722808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4722812.000000 Penalty: 5276.634766
	Iteration 29Q: 3 clusters Score -4722812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4722836.000000 Penalty: 5276.634766
	Iteration 30Q: 3 clusters Score -4722836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4722827.000000 Penalty: 5276.634766
	Iteration 31Q: 3 clusters Score -4722827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4722831.000000 Penalty: 5276.634766
	Iteration 32Q: 3 clusters Score -4722831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4722839.000000 Penalty: 5276.634766
	Iteration 33Q: 3 clusters Score -4722839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4722842.500000 Penalty: 5276.634766
	Iteration 34Q: 3 clusters Score -4722842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -4722848.000000 Penalty: 5276.634766
	Iteration 35Q: 3 clusters Score -4722848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4722851.000000 Penalty: 5276.634766
	Iteration 36Q: 3 clusters Score -4722851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -4722849.000000 Penalty: 5276.634766
	Iteration 37Q: 3 clusters Score -4722849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4722846.500000 Penalty: 5276.634766
	Iteration 38Q: 3 clusters Score -4722846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4722846.500000 Penalty: 5276.634766
	Iteration 39Q: 3 clusters Score -4722846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4722846.500000 Penalty: 5276.634766
	Iteration 40F: 3 clusters Score -4722846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 39414 members 
Mstep: Class 14 contains 80967 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 32982 members 
Entering Unmasked Estep 
Score: -133335064.000000 Penalty: 86672.812500
Splitting cluster 11 changes total score from -133249696.000000 to -133335064.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (20569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Entering Unmasked Estep 
Score: -2052363.250000 Penalty: 2463.021973
	Iteration 0F: 2 clusters Score -2052363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2038195.625000 Penalty: 4926.043945
	Iteration 0F: 3 clusters Score -2038196 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2044935.250000 Penalty: 4926.043945
	Iteration 1F: 3 clusters Score -2044935 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2047232.375000 Penalty: 4926.043945
	Iteration 2F: 3 clusters Score -2047232 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2049226.000000 Penalty: 4926.043945
	Iteration 3F: 3 clusters Score -2049226 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2050632.000000 Penalty: 4926.043945
	Iteration 4F: 3 clusters Score -2050632 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2051697.375000 Penalty: 4926.043945
	Iteration 5F: 3 clusters Score -2051697 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2052700.375000 Penalty: 4926.043945
	Iteration 6Q: 3 clusters Score -2052700 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2053580.875000 Penalty: 4926.043945
	Iteration 7Q: 3 clusters Score -2053581 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2054436.750000 Penalty: 4926.043945
	Iteration 8Q: 3 clusters Score -2054437 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2055262.875000 Penalty: 4926.043945
	Iteration 9Q: 3 clusters Score -2055263 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2055926.500000 Penalty: 4926.043945
	Iteration 10Q: 3 clusters Score -2055926 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2056278.625000 Penalty: 4926.043945
	Iteration 11Q: 3 clusters Score -2056279 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2056509.875000 Penalty: 4926.043945
	Iteration 12Q: 3 clusters Score -2056510 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2056707.000000 Penalty: 4926.043945
	Iteration 13Q: 3 clusters Score -2056707 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2056844.125000 Penalty: 4926.043945
	Iteration 14Q: 3 clusters Score -2056844 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2056951.375000 Penalty: 4926.043945
	Iteration 15Q: 3 clusters Score -2056951 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2057037.000000 Penalty: 4926.043945
	Iteration 16Q: 3 clusters Score -2057037 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2057085.125000 Penalty: 4926.043945
	Iteration 17Q: 3 clusters Score -2057085 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2057120.875000 Penalty: 4926.043945
	Iteration 18Q: 3 clusters Score -2057121 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2057163.250000 Penalty: 4926.043945
	Iteration 19Q: 3 clusters Score -2057163 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2057205.625000 Penalty: 4926.043945
	Iteration 20F: 3 clusters Score -2057206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2057237.625000 Penalty: 4926.043945
	Iteration 21Q: 3 clusters Score -2057238 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2057262.000000 Penalty: 4926.043945
	Iteration 22Q: 3 clusters Score -2057262 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2057287.875000 Penalty: 4926.043945
	Iteration 23Q: 3 clusters Score -2057288 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2057289.750000 Penalty: 4926.043945
	Iteration 24Q: 3 clusters Score -2057290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2057304.625000 Penalty: 4926.043945
	Iteration 25Q: 3 clusters Score -2057305 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2057314.125000 Penalty: 4926.043945
	Iteration 26Q: 3 clusters Score -2057314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2057319.125000 Penalty: 4926.043945
	Iteration 27Q: 3 clusters Score -2057319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2057323.500000 Penalty: 4926.043945
	Iteration 28Q: 3 clusters Score -2057324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2057327.125000 Penalty: 4926.043945
	Iteration 29Q: 3 clusters Score -2057327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2057329.875000 Penalty: 4926.043945
	Iteration 30Q: 3 clusters Score -2057330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2057331.875000 Penalty: 4926.043945
	Iteration 31Q: 3 clusters Score -2057332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2057334.750000 Penalty: 4926.043945
	Iteration 32Q: 3 clusters Score -2057335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2057341.625000 Penalty: 4926.043945
	Iteration 33Q: 3 clusters Score -2057342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2057343.500000 Penalty: 4926.043945
	Iteration 34Q: 3 clusters Score -2057344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2057341.375000 Penalty: 4926.043945
	Iteration 35Q: 3 clusters Score -2057341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2057340.250000 Penalty: 4926.043945
	Iteration 36Q: 3 clusters Score -2057340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2057348.375000 Penalty: 4926.043945
	Iteration 37Q: 3 clusters Score -2057348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2057345.000000 Penalty: 4926.043945
	Iteration 38Q: 3 clusters Score -2057345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2057352.000000 Penalty: 4926.043945
	Iteration 39Q: 3 clusters Score -2057352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2057350.250000 Penalty: 4926.043945
	Iteration 40F: 3 clusters Score -2057350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2057354.750000 Penalty: 4926.043945
	Iteration 41Q: 3 clusters Score -2057355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2057352.125000 Penalty: 4926.043945
	Iteration 42Q: 3 clusters Score -2057352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2057352.625000 Penalty: 4926.043945
	Iteration 43Q: 3 clusters Score -2057353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2057354.375000 Penalty: 4926.043945
	Iteration 44Q: 3 clusters Score -2057354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2057357.500000 Penalty: 4926.043945
	Iteration 45Q: 3 clusters Score -2057358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2057361.750000 Penalty: 4926.043945
	Iteration 46Q: 3 clusters Score -2057362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2057359.250000 Penalty: 4926.043945
	Iteration 47Q: 3 clusters Score -2057359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2057360.875000 Penalty: 4926.043945
	Iteration 48Q: 3 clusters Score -2057361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2057360.500000 Penalty: 4926.043945
	Iteration 49Q: 3 clusters Score -2057360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2057356.750000 Penalty: 4926.043945
	Iteration 50Q: 3 clusters Score -2057357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2057356.750000 Penalty: 4926.043945
	Iteration 51F: 3 clusters Score -2057357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 39414 members 
Mstep: Class 14 contains 80967 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 32982 members 
Mstep: Class 26 contains 12573 members 
Entering Unmasked Estep 
Score: -133339360.000000 Penalty: 90139.726562
Splitting cluster 12 changes total score from -133249696.000000 to -133339360.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (39414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Entering Unmasked Estep 
Score: -4450081.500000 Penalty: 2624.305420
	Iteration 0F: 2 clusters Score -4450082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4423401.000000 Penalty: 5248.610840
	Iteration 0F: 3 clusters Score -4423401 nChanged 17923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -4435523.000000 Penalty: 5248.610840
	Iteration 1F: 3 clusters Score -4435523 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4439775.000000 Penalty: 5248.610840
	Iteration 2F: 3 clusters Score -4439775 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4444650.500000 Penalty: 5248.610840
	Iteration 3F: 3 clusters Score -4444650 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4448713.500000 Penalty: 5248.610840
	Iteration 4F: 3 clusters Score -4448714 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -4451502.500000 Penalty: 5248.610840
	Iteration 5F: 3 clusters Score -4451502 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -4453862.500000 Penalty: 5248.610840
	Iteration 6F: 3 clusters Score -4453862 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4455897.000000 Penalty: 5248.610840
	Iteration 7Q: 3 clusters Score -4455897 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -4457869.000000 Penalty: 5248.610840
	Iteration 8Q: 3 clusters Score -4457869 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -4460088.000000 Penalty: 5248.610840
	Iteration 9Q: 3 clusters Score -4460088 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -4462831.500000 Penalty: 5248.610840
	Iteration 10Q: 3 clusters Score -4462832 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -4465302.000000 Penalty: 5248.610840
	Iteration 11Q: 3 clusters Score -4465302 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -4467558.000000 Penalty: 5248.610840
	Iteration 12Q: 3 clusters Score -4467558 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -4470209.000000 Penalty: 5248.610840
	Iteration 13Q: 3 clusters Score -4470209 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -4471334.500000 Penalty: 5248.610840
	Iteration 14Q: 3 clusters Score -4471334 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -4471457.000000 Penalty: 5248.610840
	Iteration 15Q: 3 clusters Score -4471457 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -4471524.000000 Penalty: 5248.610840
	Iteration 16Q: 3 clusters Score -4471524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -4471575.000000 Penalty: 5248.610840
	Iteration 17Q: 3 clusters Score -4471575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4471592.500000 Penalty: 5248.610840
	Iteration 18Q: 3 clusters Score -4471592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -4471601.500000 Penalty: 5248.610840
	Iteration 19Q: 3 clusters Score -4471602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -4471597.500000 Penalty: 5248.610840
	Iteration 20F: 3 clusters Score -4471598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -4471603.500000 Penalty: 5248.610840
	Iteration 21Q: 3 clusters Score -4471604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -4471607.500000 Penalty: 5248.610840
	Iteration 22Q: 3 clusters Score -4471608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -4471609.000000 Penalty: 5248.610840
	Iteration 23Q: 3 clusters Score -4471609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4471613.500000 Penalty: 5248.610840
	Iteration 24Q: 3 clusters Score -4471614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4471613.500000 Penalty: 5248.610840
	Iteration 25F: 3 clusters Score -4471614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 80967 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 32982 members 
Mstep: Class 26 contains 12573 members 
Mstep: Class 27 contains 26421 members 
Entering Unmasked Estep 
Score: -133359480.000000 Penalty: 93606.640625
Splitting cluster 13 changes total score from -133249696.000000 to -133359480.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (80967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Entering Unmasked Estep 
Score: -9370539.000000 Penalty: 2802.845703
	Iteration 0F: 2 clusters Score -9370539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -9316149.000000 Penalty: 5605.691406
	Iteration 0F: 3 clusters Score -9316149 nChanged 38215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -9337814.000000 Penalty: 5605.691406
	Iteration 1F: 3 clusters Score -9337814 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -9338635.000000 Penalty: 5605.691406
	Iteration 2Q: 3 clusters Score -9338635 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -9339877.000000 Penalty: 5605.691406
	Iteration 3Q: 3 clusters Score -9339877 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -9341818.000000 Penalty: 5605.691406
	Iteration 4Q: 3 clusters Score -9341818 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -9344916.000000 Penalty: 5605.691406
	Iteration 5F: 3 clusters Score -9344916 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -9348795.000000 Penalty: 5605.691406
	Iteration 6F: 3 clusters Score -9348795 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -9353135.000000 Penalty: 5605.691406
	Iteration 7F: 3 clusters Score -9353135 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -9357677.000000 Penalty: 5605.691406
	Iteration 8F: 3 clusters Score -9357677 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -9361827.000000 Penalty: 5605.691406
	Iteration 9F: 3 clusters Score -9361827 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -9364893.000000 Penalty: 5605.691406
	Iteration 10F: 3 clusters Score -9364893 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -9367082.000000 Penalty: 5605.691406
	Iteration 11Q: 3 clusters Score -9367082 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -9369007.000000 Penalty: 5605.691406
	Iteration 12Q: 3 clusters Score -9369007 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -9370435.000000 Penalty: 5605.691406
	Iteration 13Q: 3 clusters Score -9370435 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -9371436.000000 Penalty: 5605.691406
	Iteration 14Q: 3 clusters Score -9371436 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -9372147.000000 Penalty: 5605.691406
	Iteration 15Q: 3 clusters Score -9372147 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -9372563.000000 Penalty: 5605.691406
	Iteration 16Q: 3 clusters Score -9372563 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -9372810.000000 Penalty: 5605.691406
	Iteration 17Q: 3 clusters Score -9372810 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -9372862.000000 Penalty: 5605.691406
	Iteration 18Q: 3 clusters Score -9372862 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -9372912.000000 Penalty: 5605.691406
	Iteration 19Q: 3 clusters Score -9372912 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -9372969.000000 Penalty: 5605.691406
	Iteration 20F: 3 clusters Score -9372969 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -9373002.000000 Penalty: 5605.691406
	Iteration 21Q: 3 clusters Score -9373002 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -9373015.000000 Penalty: 5605.691406
	Iteration 22Q: 3 clusters Score -9373015 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -9373021.000000 Penalty: 5605.691406
	Iteration 23Q: 3 clusters Score -9373021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -9373032.000000 Penalty: 5605.691406
	Iteration 24Q: 3 clusters Score -9373032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -9373042.000000 Penalty: 5605.691406
	Iteration 25Q: 3 clusters Score -9373042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -9373049.000000 Penalty: 5605.691406
	Iteration 26Q: 3 clusters Score -9373049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -9373049.000000 Penalty: 5605.691406
	Iteration 27Q: 3 clusters Score -9373049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -9373052.000000 Penalty: 5605.691406
	Iteration 28Q: 3 clusters Score -9373052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -9373056.000000 Penalty: 5605.691406
	Iteration 29Q: 3 clusters Score -9373056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -9373056.000000 Penalty: 5605.691406
	Iteration 30Q: 3 clusters Score -9373056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -9373057.000000 Penalty: 5605.691406
	Iteration 31Q: 3 clusters Score -9373057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -9373056.000000 Penalty: 5605.691406
	Iteration 32Q: 3 clusters Score -9373056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -9373059.000000 Penalty: 5605.691406
	Iteration 33Q: 3 clusters Score -9373059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -9373059.000000 Penalty: 5605.691406
	Iteration 34F: 3 clusters Score -9373059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 32982 members 
Mstep: Class 26 contains 12573 members 
Mstep: Class 27 contains 26421 members 
Mstep: Class 28 contains 42467 members 
Entering Unmasked Estep 
Score: -133361464.000000 Penalty: 97073.554688
Splitting cluster 14 changes total score from -133249696.000000 to -133361464.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (7583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Entering Unmasked Estep 
Score: -851424.500000 Penalty: 2215.548828
	Iteration 0F: 2 clusters Score -851424.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -845259.375000 Penalty: 4431.097656
	Iteration 0F: 3 clusters Score -845259.4 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -847316.937500 Penalty: 4431.097656
	Iteration 1F: 3 clusters Score -847316.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -848344.187500 Penalty: 4431.097656
	Iteration 2F: 3 clusters Score -848344.2 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -849929.750000 Penalty: 4431.097656
	Iteration 3F: 3 clusters Score -849929.8 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -851549.875000 Penalty: 4431.097656
	Iteration 4F: 3 clusters Score -851549.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -852324.812500 Penalty: 4431.097656
	Iteration 5F: 3 clusters Score -852324.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -852706.437500 Penalty: 4431.097656
	Iteration 6Q: 3 clusters Score -852706.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -852942.375000 Penalty: 4431.097656
	Iteration 7Q: 3 clusters Score -852942.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -853079.125000 Penalty: 4431.097656
	Iteration 8Q: 3 clusters Score -853079.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -853145.750000 Penalty: 4431.097656
	Iteration 9Q: 3 clusters Score -853145.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -853187.500000 Penalty: 4431.097656
	Iteration 10Q: 3 clusters Score -853187.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -853212.875000 Penalty: 4431.097656
	Iteration 11Q: 3 clusters Score -853212.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -853224.937500 Penalty: 4431.097656
	Iteration 12Q: 3 clusters Score -853224.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -853237.625000 Penalty: 4431.097656
	Iteration 13Q: 3 clusters Score -853237.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -853250.687500 Penalty: 4431.097656
	Iteration 14Q: 3 clusters Score -853250.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -853261.187500 Penalty: 4431.097656
	Iteration 15Q: 3 clusters Score -853261.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -853266.250000 Penalty: 4431.097656
	Iteration 16Q: 3 clusters Score -853266.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -853267.750000 Penalty: 4431.097656
	Iteration 17Q: 3 clusters Score -853267.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -853270.250000 Penalty: 4431.097656
	Iteration 18Q: 3 clusters Score -853270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -853271.437500 Penalty: 4431.097656
	Iteration 19Q: 3 clusters Score -853271.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -853273.687500 Penalty: 4431.097656
	Iteration 20F: 3 clusters Score -853273.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -853272.812500 Penalty: 4431.097656
	Iteration 21Q: 3 clusters Score -853272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -853273.437500 Penalty: 4431.097656
	Iteration 22Q: 3 clusters Score -853273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -853274.375000 Penalty: 4431.097656
	Iteration 23Q: 3 clusters Score -853274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -853274.125000 Penalty: 4431.097656
	Iteration 24Q: 3 clusters Score -853274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -853276.187500 Penalty: 4431.097656
	Iteration 25Q: 3 clusters Score -853276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -853280.250000 Penalty: 4431.097656
	Iteration 26Q: 3 clusters Score -853280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -853280.187500 Penalty: 4431.097656
	Iteration 27Q: 3 clusters Score -853280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -853280.187500 Penalty: 4431.097656
	Iteration 28F: 3 clusters Score -853280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 321547 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 32982 members 
Mstep: Class 26 contains 12573 members 
Mstep: Class 27 contains 26421 members 
Mstep: Class 28 contains 42467 members 
Mstep: Class 29 contains 3272 members 
Entering Unmasked Estep 
Score: -133362264.000000 Penalty: 100540.468750
Splitting cluster 15 changes total score from -133249696.000000 to -133362264.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (321547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321547 members 
Entering Unmasked Estep 
Score: -37537952.000000 Penalty: 3144.862793
	Iteration 0F: 2 clusters Score -3.753795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160355 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -37392192.000000 Penalty: 6289.725586
	Iteration 0F: 3 clusters Score -3.739219e+07 nChanged 155931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150814 members 
Mstep: Class 2 contains 170733 members 
Entering Unmasked Estep 
Score: -37485352.000000 Penalty: 6289.725586
	Iteration 1F: 3 clusters Score -3.748535e+07 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143821 members 
Mstep: Class 2 contains 177726 members 
Entering Unmasked Estep 
Score: -37488352.000000 Penalty: 6289.725586
	Iteration 2Q: 3 clusters Score -3.748835e+07 nChanged 15029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133162 members 
Mstep: Class 2 contains 188385 members 
Entering Unmasked Estep 
Score: -37492852.000000 Penalty: 6289.725586
	Iteration 3Q: 3 clusters Score -3.749285e+07 nChanged 19348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118292 members 
Mstep: Class 2 contains 203255 members 
Entering Unmasked Estep 
Score: -37499564.000000 Penalty: 6289.725586
	Iteration 4F: 3 clusters Score -3.749956e+07 nChanged 22116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 220499 members 
Entering Unmasked Estep 
Score: -37506128.000000 Penalty: 6289.725586
	Iteration 5F: 3 clusters Score -3.750613e+07 nChanged 22403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 237586 members 
Entering Unmasked Estep 
Score: -37511712.000000 Penalty: 6289.725586
	Iteration 6F: 3 clusters Score -3.751171e+07 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 252534 members 
Entering Unmasked Estep 
Score: -37517212.000000 Penalty: 6289.725586
	Iteration 7F: 3 clusters Score -3.751721e+07 nChanged 16612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 263866 members 
Entering Unmasked Estep 
Score: -37523140.000000 Penalty: 6289.725586
	Iteration 8F: 3 clusters Score -3.752314e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 271273 members 
Entering Unmasked Estep 
Score: -37531068.000000 Penalty: 6289.725586
	Iteration 9Q: 3 clusters Score -3.753107e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 274858 members 
Entering Unmasked Estep 
Score: -37538040.000000 Penalty: 6289.725586
	Iteration 10Q: 3 clusters Score -3.753804e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 275500 members 
Entering Unmasked Estep 
Score: -37543572.000000 Penalty: 6289.725586
	Iteration 11Q: 3 clusters Score -3.754357e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 275031 members 
Entering Unmasked Estep 
Score: -37546924.000000 Penalty: 6289.725586
	Iteration 12Q: 3 clusters Score -3.754692e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 274444 members 
Entering Unmasked Estep 
Score: -37548740.000000 Penalty: 6289.725586
	Iteration 13Q: 3 clusters Score -3.754874e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 273997 members 
Entering Unmasked Estep 
Score: -37550132.000000 Penalty: 6289.725586
	Iteration 14Q: 3 clusters Score -3.755013e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 273662 members 
Entering Unmasked Estep 
Score: -37551156.000000 Penalty: 6289.725586
	Iteration 15Q: 3 clusters Score -3.755116e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 273503 members 
Entering Unmasked Estep 
Score: -37552240.000000 Penalty: 6289.725586
	Iteration 16Q: 3 clusters Score -3.755224e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 273502 members 
Entering Unmasked Estep 
Score: -37553392.000000 Penalty: 6289.725586
	Iteration 17Q: 3 clusters Score -3.755339e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 273559 members 
Entering Unmasked Estep 
Score: -37554624.000000 Penalty: 6289.725586
	Iteration 18Q: 3 clusters Score -3.755462e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 273748 members 
Entering Unmasked Estep 
Score: -37555964.000000 Penalty: 6289.725586
	Iteration 19Q: 3 clusters Score -3.755596e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 274018 members 
Entering Unmasked Estep 
Score: -37557300.000000 Penalty: 6289.725586
	Iteration 20F: 3 clusters Score -3.75573e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 274333 members 
Entering Unmasked Estep 
Score: -37559340.000000 Penalty: 6289.725586
	Iteration 21Q: 3 clusters Score -3.755934e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 274687 members 
Entering Unmasked Estep 
Score: -37561340.000000 Penalty: 6289.725586
	Iteration 22Q: 3 clusters Score -3.756134e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 274872 members 
Entering Unmasked Estep 
Score: -37563728.000000 Penalty: 6289.725586
	Iteration 23Q: 3 clusters Score -3.756373e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 274791 members 
Entering Unmasked Estep 
Score: -37565608.000000 Penalty: 6289.725586
	Iteration 24Q: 3 clusters Score -3.756561e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 274490 members 
Entering Unmasked Estep 
Score: -37567284.000000 Penalty: 6289.725586
	Iteration 25Q: 3 clusters Score -3.756728e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 274017 members 
Entering Unmasked Estep 
Score: -37568824.000000 Penalty: 6289.725586
	Iteration 26Q: 3 clusters Score -3.756882e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 273371 members 
Entering Unmasked Estep 
Score: -37569896.000000 Penalty: 6289.725586
	Iteration 27Q: 3 clusters Score -3.75699e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 272665 members 
Entering Unmasked Estep 
Score: -37570840.000000 Penalty: 6289.725586
	Iteration 28Q: 3 clusters Score -3.757084e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 271871 members 
Entering Unmasked Estep 
Score: -37571416.000000 Penalty: 6289.725586
	Iteration 29Q: 3 clusters Score -3.757142e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 271010 members 
Entering Unmasked Estep 
Score: -37572188.000000 Penalty: 6289.725586
	Iteration 30Q: 3 clusters Score -3.757219e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 270127 members 
Entering Unmasked Estep 
Score: -37572980.000000 Penalty: 6289.725586
	Iteration 31Q: 3 clusters Score -3.757298e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 269233 members 
Entering Unmasked Estep 
Score: -37573416.000000 Penalty: 6289.725586
	Iteration 32Q: 3 clusters Score -3.757342e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 268354 members 
Entering Unmasked Estep 
Score: -37573888.000000 Penalty: 6289.725586
	Iteration 33Q: 3 clusters Score -3.757389e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 267509 members 
Entering Unmasked Estep 
Score: -37574336.000000 Penalty: 6289.725586
	Iteration 34Q: 3 clusters Score -3.757434e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 266689 members 
Entering Unmasked Estep 
Score: -37574736.000000 Penalty: 6289.725586
	Iteration 35Q: 3 clusters Score -3.757474e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 265900 members 
Entering Unmasked Estep 
Score: -37575232.000000 Penalty: 6289.725586
	Iteration 36Q: 3 clusters Score -3.757523e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 265192 members 
Entering Unmasked Estep 
Score: -37575572.000000 Penalty: 6289.725586
	Iteration 37Q: 3 clusters Score -3.757557e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 264483 members 
Entering Unmasked Estep 
Score: -37575924.000000 Penalty: 6289.725586
	Iteration 38Q: 3 clusters Score -3.757592e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 263816 members 
Entering Unmasked Estep 
Score: -37576188.000000 Penalty: 6289.725586
	Iteration 39Q: 3 clusters Score -3.757619e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 263180 members 
Entering Unmasked Estep 
Score: -37576432.000000 Penalty: 6289.725586
	Iteration 40F: 3 clusters Score -3.757643e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 262458 members 
Entering Unmasked Estep 
Score: -37576764.000000 Penalty: 6289.725586
	Iteration 41Q: 3 clusters Score -3.757676e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 261754 members 
Entering Unmasked Estep 
Score: -37577040.000000 Penalty: 6289.725586
	Iteration 42Q: 3 clusters Score -3.757704e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 261041 members 
Entering Unmasked Estep 
Score: -37577288.000000 Penalty: 6289.725586
	Iteration 43Q: 3 clusters Score -3.757729e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 260403 members 
Entering Unmasked Estep 
Score: -37577436.000000 Penalty: 6289.725586
	Iteration 44Q: 3 clusters Score -3.757744e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 259765 members 
Entering Unmasked Estep 
Score: -37577476.000000 Penalty: 6289.725586
	Iteration 45Q: 3 clusters Score -3.757748e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 259160 members 
Entering Unmasked Estep 
Score: -37577620.000000 Penalty: 6289.725586
	Iteration 46Q: 3 clusters Score -3.757762e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 258569 members 
Entering Unmasked Estep 
Score: -37577740.000000 Penalty: 6289.725586
	Iteration 47Q: 3 clusters Score -3.757774e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 258022 members 
Entering Unmasked Estep 
Score: -37578008.000000 Penalty: 6289.725586
	Iteration 48Q: 3 clusters Score -3.757801e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 257512 members 
Entering Unmasked Estep 
Score: -37578184.000000 Penalty: 6289.725586
	Iteration 49Q: 3 clusters Score -3.757818e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 257045 members 
Entering Unmasked Estep 
Score: -37578336.000000 Penalty: 6289.725586
	Iteration 50Q: 3 clusters Score -3.757834e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 256634 members 
Entering Unmasked Estep 
Score: -37578444.000000 Penalty: 6289.725586
	Iteration 51Q: 3 clusters Score -3.757844e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 256268 members 
Entering Unmasked Estep 
Score: -37578568.000000 Penalty: 6289.725586
	Iteration 52Q: 3 clusters Score -3.757857e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 255932 members 
Entering Unmasked Estep 
Score: -37578672.000000 Penalty: 6289.725586
	Iteration 53Q: 3 clusters Score -3.757867e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 255599 members 
Entering Unmasked Estep 
Score: -37578724.000000 Penalty: 6289.725586
	Iteration 54Q: 3 clusters Score -3.757872e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 255266 members 
Entering Unmasked Estep 
Score: -37578860.000000 Penalty: 6289.725586
	Iteration 55Q: 3 clusters Score -3.757886e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 254940 members 
Entering Unmasked Estep 
Score: -37578980.000000 Penalty: 6289.725586
	Iteration 56Q: 3 clusters Score -3.757898e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 254606 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3.75791e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 254279 members 
Entering Unmasked Estep 
Score: -37579176.000000 Penalty: 6289.725586
	Iteration 58Q: 3 clusters Score -3.757918e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 253981 members 
Entering Unmasked Estep 
Score: -37579204.000000 Penalty: 6289.725586
	Iteration 59Q: 3 clusters Score -3.75792e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 253716 members 
Entering Unmasked Estep 
Score: -37579312.000000 Penalty: 6289.725586
	Iteration 60F: 3 clusters Score -3.757931e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 253456 members 
Entering Unmasked Estep 
Score: -37579376.000000 Penalty: 6289.725586
	Iteration 61Q: 3 clusters Score -3.757938e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 253215 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3.757941e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 253007 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3.757945e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 252802 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3.757951e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 252605 members 
Entering Unmasked Estep 
Score: -37579532.000000 Penalty: 6289.725586
	Iteration 65Q: 3 clusters Score -3.757953e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 252409 members 
Entering Unmasked Estep 
Score: -37579548.000000 Penalty: 6289.725586
	Iteration 66Q: 3 clusters Score -3.757955e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 252232 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3.757964e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 252068 members 
Entering Unmasked Estep 
Score: -37579688.000000 Penalty: 6289.725586
	Iteration 68Q: 3 clusters Score -3.757969e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 251910 members 
Entering Unmasked Estep 
Score: -37579672.000000 Penalty: 6289.725586
	Iteration 69Q: 3 clusters Score -3.757967e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 251763 members 
Entering Unmasked Estep 
Score: -37579728.000000 Penalty: 6289.725586
	Iteration 70Q: 3 clusters Score -3.757973e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 251626 members 
Entering Unmasked Estep 
Score: -37579776.000000 Penalty: 6289.725586
	Iteration 71Q: 3 clusters Score -3.757978e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 251496 members 
Entering Unmasked Estep 
Score: -37579784.000000 Penalty: 6289.725586
	Iteration 72Q: 3 clusters Score -3.757978e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 251373 members 
Entering Unmasked Estep 
Score: -37579828.000000 Penalty: 6289.725586
	Iteration 73Q: 3 clusters Score -3.757983e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 251244 members 
Entering Unmasked Estep 
Score: -37579824.000000 Penalty: 6289.725586
	Iteration 74Q: 3 clusters Score -3.757982e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 251113 members 
Entering Unmasked Estep 
Score: -37579896.000000 Penalty: 6289.725586
	Iteration 75Q: 3 clusters Score -3.75799e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 250980 members 
Entering Unmasked Estep 
Score: -37579892.000000 Penalty: 6289.725586
	Iteration 76Q: 3 clusters Score -3.757989e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 250858 members 
Entering Unmasked Estep 
Score: -37579876.000000 Penalty: 6289.725586
	Iteration 77Q: 3 clusters Score -3.757988e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 250738 members 
Entering Unmasked Estep 
Score: -37579920.000000 Penalty: 6289.725586
	Iteration 78Q: 3 clusters Score -3.757992e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 250632 members 
Entering Unmasked Estep 
Score: -37579920.000000 Penalty: 6289.725586
	Iteration 79Q: 3 clusters Score -3.757992e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 250546 members 
Entering Unmasked Estep 
Score: -37579940.000000 Penalty: 6289.725586
	Iteration 80F: 3 clusters Score -3.757994e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 250460 members 
Entering Unmasked Estep 
Score: -37579952.000000 Penalty: 6289.725586
	Iteration 81Q: 3 clusters Score -3.757995e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 250373 members 
Entering Unmasked Estep 
Score: -37579928.000000 Penalty: 6289.725586
	Iteration 82Q: 3 clusters Score -3.757993e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 250302 members 
Entering Unmasked Estep 
Score: -37579944.000000 Penalty: 6289.725586
	Iteration 83Q: 3 clusters Score -3.757994e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71301 members 
Mstep: Class 2 contains 250246 members 
Entering Unmasked Estep 
Score: -37579984.000000 Penalty: 6289.725586
	Iteration 84Q: 3 clusters Score -3.757998e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 250189 members 
Entering Unmasked Estep 
Score: -37579992.000000 Penalty: 6289.725586
	Iteration 85Q: 3 clusters Score -3.757999e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 250122 members 
Entering Unmasked Estep 
Score: -37580020.000000 Penalty: 6289.725586
	Iteration 86Q: 3 clusters Score -3.758002e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 250064 members 
Entering Unmasked Estep 
Score: -37580012.000000 Penalty: 6289.725586
	Iteration 87Q: 3 clusters Score -3.758001e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 250015 members 
Entering Unmasked Estep 
Score: -37580012.000000 Penalty: 6289.725586
	Iteration 88Q: 3 clusters Score -3.758001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 249972 members 
Entering Unmasked Estep 
Score: -37579968.000000 Penalty: 6289.725586
	Iteration 89Q: 3 clusters Score -3.757997e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 249930 members 
Entering Unmasked Estep 
Score: -37580012.000000 Penalty: 6289.725586
	Iteration 90Q: 3 clusters Score -3.758001e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 249890 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3.757999e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 249839 members 
Entering Unmasked Estep 
Score: -37580044.000000 Penalty: 6289.725586
	Iteration 92Q: 3 clusters Score -3.758004e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 249778 members 
Entering Unmasked Estep 
Score: -37580060.000000 Penalty: 6289.725586
	Iteration 93Q: 3 clusters Score -3.758006e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 249741 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3.758008e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 249703 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3.75801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 249657 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3.758008e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 249607 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3.75801e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 249557 members 
Entering Unmasked Estep 
Score: -37580080.000000 Penalty: 6289.725586
	Iteration 98Q: 3 clusters Score -3.758008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 249508 members 
Entering Unmasked Estep 
Score: -37580088.000000 Penalty: 6289.725586
	Iteration 99Q: 3 clusters Score -3.758009e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 249472 members 
Entering Unmasked Estep 
Score: -37580120.000000 Penalty: 6289.725586
	Iteration 100F: 3 clusters Score -3.758012e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 249433 members 
Entering Unmasked Estep 
Score: -37580128.000000 Penalty: 6289.725586
	Iteration 101Q: 3 clusters Score -3.758013e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 249385 members 
Entering Unmasked Estep 
Score: -37580168.000000 Penalty: 6289.725586
	Iteration 102Q: 3 clusters Score -3.758017e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 249353 members 
Entering Unmasked Estep 
Score: -37580160.000000 Penalty: 6289.725586
	Iteration 103Q: 3 clusters Score -3.758016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 249324 members 
Entering Unmasked Estep 
Score: -37580164.000000 Penalty: 6289.725586
	Iteration 104Q: 3 clusters Score -3.758016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Mstep: Class 2 contains 249301 members 
Entering Unmasked Estep 
Score: -37580172.000000 Penalty: 6289.725586
	Iteration 105Q: 3 clusters Score -3.758017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 249285 members 
Entering Unmasked Estep 
Score: -37580188.000000 Penalty: 6289.725586
	Iteration 106Q: 3 clusters Score -3.758019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 249273 members 
Entering Unmasked Estep 
Score: -37580212.000000 Penalty: 6289.725586
	Iteration 107Q: 3 clusters Score -3.758021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 249256 members 
Entering Unmasked Estep 
Score: -37580212.000000 Penalty: 6289.725586
	Iteration 108Q: 3 clusters Score -3.758021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 249241 members 
Entering Unmasked Estep 
Score: -37580196.000000 Penalty: 6289.725586
	Iteration 109Q: 3 clusters Score -3.75802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 249226 members 
Entering Unmasked Estep 
Score: -37580184.000000 Penalty: 6289.725586
	Iteration 110Q: 3 clusters Score -3.758018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 249206 members 
Entering Unmasked Estep 
Score: -37580180.000000 Penalty: 6289.725586
	Iteration 111Q: 3 clusters Score -3.758018e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 249182 members 
Entering Unmasked Estep 
Score: -37580208.000000 Penalty: 6289.725586
	Iteration 112Q: 3 clusters Score -3.758021e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72391 members 
Mstep: Class 2 contains 249156 members 
Entering Unmasked Estep 
Score: -37580208.000000 Penalty: 6289.725586
	Iteration 113Q: 3 clusters Score -3.758021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 249135 members 
Entering Unmasked Estep 
Score: -37580208.000000 Penalty: 6289.725586
	Iteration 114Q: 3 clusters Score -3.758021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 249112 members 
Entering Unmasked Estep 
Score: -37580204.000000 Penalty: 6289.725586
	Iteration 115Q: 3 clusters Score -3.75802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 249081 members 
Entering Unmasked Estep 
Score: -37580220.000000 Penalty: 6289.725586
	Iteration 116Q: 3 clusters Score -3.758022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 249051 members 
Entering Unmasked Estep 
Score: -37580224.000000 Penalty: 6289.725586
	Iteration 117Q: 3 clusters Score -3.758022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 249022 members 
Entering Unmasked Estep 
Score: -37580220.000000 Penalty: 6289.725586
	Iteration 118Q: 3 clusters Score -3.758022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 248988 members 
Entering Unmasked Estep 
Score: -37580200.000000 Penalty: 6289.725586
	Iteration 119Q: 3 clusters Score -3.75802e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 248947 members 
Entering Unmasked Estep 
Score: -37580224.000000 Penalty: 6289.725586
	Iteration 120F: 3 clusters Score -3.758022e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 248919 members 
Entering Unmasked Estep 
Score: -37580220.000000 Penalty: 6289.725586
	Iteration 121Q: 3 clusters Score -3.758022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 248892 members 
Entering Unmasked Estep 
Score: -37580216.000000 Penalty: 6289.725586
	Iteration 122Q: 3 clusters Score -3.758022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 248863 members 
Entering Unmasked Estep 
Score: -37580200.000000 Penalty: 6289.725586
	Iteration 123Q: 3 clusters Score -3.75802e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 248835 members 
Entering Unmasked Estep 
Score: -37580236.000000 Penalty: 6289.725586
	Iteration 124Q: 3 clusters Score -3.758024e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 248806 members 
Entering Unmasked Estep 
Score: -37580228.000000 Penalty: 6289.725586
	Iteration 125Q: 3 clusters Score -3.758023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 248793 members 
Entering Unmasked Estep 
Score: -37580216.000000 Penalty: 6289.725586
	Iteration 126Q: 3 clusters Score -3.758022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 248774 members 
Entering Unmasked Estep 
Score: -37580240.000000 Penalty: 6289.725586
	Iteration 127Q: 3 clusters Score -3.758024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 248752 members 
Entering Unmasked Estep 
Score: -37580200.000000 Penalty: 6289.725586
	Iteration 128Q: 3 clusters Score -3.75802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 248740 members 
Entering Unmasked Estep 
Score: -37580228.000000 Penalty: 6289.725586
	Iteration 129Q: 3 clusters Score -3.758023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 248725 members 
Entering Unmasked Estep 
Score: -37580248.000000 Penalty: 6289.725586
	Iteration 130Q: 3 clusters Score -3.758025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 248715 members 
Entering Unmasked Estep 
Score: -37580232.000000 Penalty: 6289.725586
	Iteration 131Q: 3 clusters Score -3.758023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 248701 members 
Entering Unmasked Estep 
Score: -37580232.000000 Penalty: 6289.725586
	Iteration 132Q: 3 clusters Score -3.758023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 248688 members 
Entering Unmasked Estep 
Score: -37580244.000000 Penalty: 6289.725586
	Iteration 133Q: 3 clusters Score -3.758024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 248679 members 
Entering Unmasked Estep 
Score: -37580248.000000 Penalty: 6289.725586
	Iteration 134Q: 3 clusters Score -3.758025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 248668 members 
Entering Unmasked Estep 
Score: -37580232.000000 Penalty: 6289.725586
	Iteration 135Q: 3 clusters Score -3.758023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 248658 members 
Entering Unmasked Estep 
Score: -37580236.000000 Penalty: 6289.725586
	Iteration 136Q: 3 clusters Score -3.758024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72899 members 
Mstep: Class 2 contains 248648 members 
Entering Unmasked Estep 
Score: -37580244.000000 Penalty: 6289.725586
	Iteration 137Q: 3 clusters Score -3.758024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 248637 members 
Entering Unmasked Estep 
Score: -37580236.000000 Penalty: 6289.725586
	Iteration 138Q: 3 clusters Score -3.758024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 248627 members 
Entering Unmasked Estep 
Score: -37580252.000000 Penalty: 6289.725586
	Iteration 139Q: 3 clusters Score -3.758025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 248621 members 
Entering Unmasked Estep 
Score: -37580276.000000 Penalty: 6289.725586
	Iteration 140F: 3 clusters Score -3.758028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 248614 members 
Entering Unmasked Estep 
Score: -37580288.000000 Penalty: 6289.725586
	Iteration 141Q: 3 clusters Score -3.758029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 248606 members 
Entering Unmasked Estep 
Score: -37580300.000000 Penalty: 6289.725586
	Iteration 142Q: 3 clusters Score -3.75803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 248595 members 
Entering Unmasked Estep 
Score: -37580272.000000 Penalty: 6289.725586
	Iteration 143Q: 3 clusters Score -3.758027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 248585 members 
Entering Unmasked Estep 
Score: -37580264.000000 Penalty: 6289.725586
	Iteration 144Q: 3 clusters Score -3.758026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 248571 members 
Entering Unmasked Estep 
Score: -37580268.000000 Penalty: 6289.725586
	Iteration 145Q: 3 clusters Score -3.758027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 248557 members 
Entering Unmasked Estep 
Score: -37580240.000000 Penalty: 6289.725586
	Iteration 146Q: 3 clusters Score -3.758024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 248538 members 
Entering Unmasked Estep 
Score: -37580276.000000 Penalty: 6289.725586
	Iteration 147Q: 3 clusters Score -3.758028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 248517 members 
Entering Unmasked Estep 
Score: -37580288.000000 Penalty: 6289.725586
	Iteration 148Q: 3 clusters Score -3.758029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 248501 members 
Entering Unmasked Estep 
Score: -37580292.000000 Penalty: 6289.725586
	Iteration 149Q: 3 clusters Score -3.758029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 248487 members 
Entering Unmasked Estep 
Score: -37580300.000000 Penalty: 6289.725586
	Iteration 150Q: 3 clusters Score -3.75803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 248471 members 
Entering Unmasked Estep 
Score: -37580316.000000 Penalty: 6289.725586
	Iteration 151Q: 3 clusters Score -3.758032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 248455 members 
Entering Unmasked Estep 
Score: -37580312.000000 Penalty: 6289.725586
	Iteration 152Q: 3 clusters Score -3.758031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 248438 members 
Entering Unmasked Estep 
Score: -37580320.000000 Penalty: 6289.725586
	Iteration 153Q: 3 clusters Score -3.758032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 248426 members 
Entering Unmasked Estep 
Score: -37580284.000000 Penalty: 6289.725586
	Iteration 154Q: 3 clusters Score -3.758028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 248413 members 
Entering Unmasked Estep 
Score: -37580300.000000 Penalty: 6289.725586
	Iteration 155Q: 3 clusters Score -3.75803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 248394 members 
Entering Unmasked Estep 
Score: -37580284.000000 Penalty: 6289.725586
	Iteration 156Q: 3 clusters Score -3.758028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73171 members 
Mstep: Class 2 contains 248376 members 
Entering Unmasked Estep 
Score: -37580264.000000 Penalty: 6289.725586
	Iteration 157Q: 3 clusters Score -3.758026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 248362 members 
Entering Unmasked Estep 
Score: -37580268.000000 Penalty: 6289.725586
	Iteration 158Q: 3 clusters Score -3.758027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 248351 members 
Entering Unmasked Estep 
Score: -37580276.000000 Penalty: 6289.725586
	Iteration 159Q: 3 clusters Score -3.758028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 248346 members 
Entering Unmasked Estep 
Score: -37580260.000000 Penalty: 6289.725586
	Iteration 160F: 3 clusters Score -3.758026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 248339 members 
Entering Unmasked Estep 
Score: -37580276.000000 Penalty: 6289.725586
	Iteration 161Q: 3 clusters Score -3.758028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73214 members 
Mstep: Class 2 contains 248333 members 
Entering Unmasked Estep 
Score: -37580272.000000 Penalty: 6289.725586
	Iteration 162Q: 3 clusters Score -3.758027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 248329 members 
Entering Unmasked Estep 
Score: -37580296.000000 Penalty: 6289.725586
	Iteration 163Q: 3 clusters Score -3.75803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 248324 members 
Entering Unmasked Estep 
Score: -37580292.000000 Penalty: 6289.725586
	Iteration 164Q: 3 clusters Score -3.758029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 248318 members 
Entering Unmasked Estep 
Score: -37580272.000000 Penalty: 6289.725586
	Iteration 165Q: 3 clusters Score -3.758027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 248316 members 
Entering Unmasked Estep 
Score: -37580296.000000 Penalty: 6289.725586
	Iteration 166Q: 3 clusters Score -3.75803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 248309 members 
Entering Unmasked Estep 
Score: -37580288.000000 Penalty: 6289.725586
	Iteration 167Q: 3 clusters Score -3.758029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73246 members 
Mstep: Class 2 contains 248301 members 
Entering Unmasked Estep 
Score: -37580284.000000 Penalty: 6289.725586
	Iteration 168Q: 3 clusters Score -3.758028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 248297 members 
Entering Unmasked Estep 
Score: -37580308.000000 Penalty: 6289.725586
	Iteration 169Q: 3 clusters Score -3.758031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 248295 members 
Entering Unmasked Estep 
Score: -37580308.000000 Penalty: 6289.725586
	Iteration 170Q: 3 clusters Score -3.758031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 248293 members 
Entering Unmasked Estep 
Score: -37580296.000000 Penalty: 6289.725586
	Iteration 171Q: 3 clusters Score -3.75803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 248292 members 
Entering Unmasked Estep 
Score: -37580280.000000 Penalty: 6289.725586
	Iteration 172Q: 3 clusters Score -3.758028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 248291 members 
Entering Unmasked Estep 
Score: -37580284.000000 Penalty: 6289.725586
	Iteration 173Q: 3 clusters Score -3.758028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 248288 members 
Entering Unmasked Estep 
Score: -37580276.000000 Penalty: 6289.725586
	Iteration 174Q: 3 clusters Score -3.758028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 248288 members 
Entering Unmasked Estep 
Score: -37580276.000000 Penalty: 6289.725586
	Iteration 175F: 3 clusters Score -3.758028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 73259 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 32982 members 
Mstep: Class 26 contains 12573 members 
Mstep: Class 27 contains 26421 members 
Mstep: Class 28 contains 42467 members 
Mstep: Class 29 contains 3272 members 
Mstep: Class 30 contains 248288 members 
Entering Unmasked Estep 
Score: -133405448.000000 Penalty: 104007.382812
Splitting cluster 16 changes total score from -133249696.000000 to -133405448.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (99365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99365 members 
Entering Unmasked Estep 
Score: -11345717.000000 Penalty: 2853.625732
	Iteration 0F: 2 clusters Score -1.134572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -11279099.000000 Penalty: 5707.251465
	Iteration 0F: 3 clusters Score -1.12791e+07 nChanged 47042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -11313334.000000 Penalty: 5707.251465
	Iteration 1F: 3 clusters Score -1.131333e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -11325533.000000 Penalty: 5707.251465
	Iteration 2F: 3 clusters Score -1.132553e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -11337591.000000 Penalty: 5707.251465
	Iteration 3F: 3 clusters Score -1.133759e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -11346073.000000 Penalty: 5707.251465
	Iteration 4F: 3 clusters Score -1.134607e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -11351344.000000 Penalty: 5707.251465
	Iteration 5F: 3 clusters Score -1.135134e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -11354354.000000 Penalty: 5707.251465
	Iteration 6Q: 3 clusters Score -1.135435e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -11356476.000000 Penalty: 5707.251465
	Iteration 7Q: 3 clusters Score -1.135648e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -11357999.000000 Penalty: 5707.251465
	Iteration 8Q: 3 clusters Score -1.1358e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -11359131.000000 Penalty: 5707.251465
	Iteration 9Q: 3 clusters Score -1.135913e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -11360144.000000 Penalty: 5707.251465
	Iteration 10Q: 3 clusters Score -1.136014e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -11361259.000000 Penalty: 5707.251465
	Iteration 11Q: 3 clusters Score -1.136126e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -11362463.000000 Penalty: 5707.251465
	Iteration 12Q: 3 clusters Score -1.136246e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -11363538.000000 Penalty: 5707.251465
	Iteration 13Q: 3 clusters Score -1.136354e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -11364564.000000 Penalty: 5707.251465
	Iteration 14Q: 3 clusters Score -1.136456e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -11365303.000000 Penalty: 5707.251465
	Iteration 15Q: 3 clusters Score -1.13653e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -11365761.000000 Penalty: 5707.251465
	Iteration 16Q: 3 clusters Score -1.136576e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -11366054.000000 Penalty: 5707.251465
	Iteration 17Q: 3 clusters Score -1.136605e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -11366321.000000 Penalty: 5707.251465
	Iteration 18Q: 3 clusters Score -1.136632e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -11366457.000000 Penalty: 5707.251465
	Iteration 19Q: 3 clusters Score -1.136646e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -11366508.000000 Penalty: 5707.251465
	Iteration 20F: 3 clusters Score -1.136651e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -11366552.000000 Penalty: 5707.251465
	Iteration 21Q: 3 clusters Score -1.136655e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -11366571.000000 Penalty: 5707.251465
	Iteration 22Q: 3 clusters Score -1.136657e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -11366594.000000 Penalty: 5707.251465
	Iteration 23Q: 3 clusters Score -1.136659e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88500 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -11366577.000000 Penalty: 5707.251465
	Iteration 24Q: 3 clusters Score -1.136658e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -11366562.000000 Penalty: 5707.251465
	Iteration 25Q: 3 clusters Score -1.136656e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -11366563.000000 Penalty: 5707.251465
	Iteration 26Q: 3 clusters Score -1.136656e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -11366557.000000 Penalty: 5707.251465
	Iteration 27Q: 3 clusters Score -1.136656e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -11366564.000000 Penalty: 5707.251465
	Iteration 28Q: 3 clusters Score -1.136656e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -11366563.000000 Penalty: 5707.251465
	Iteration 29Q: 3 clusters Score -1.136656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -11366573.000000 Penalty: 5707.251465
	Iteration 30Q: 3 clusters Score -1.136657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -11366568.000000 Penalty: 5707.251465
	Iteration 31Q: 3 clusters Score -1.136657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -11366579.000000 Penalty: 5707.251465
	Iteration 32Q: 3 clusters Score -1.136658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -11366575.000000 Penalty: 5707.251465
	Iteration 33Q: 3 clusters Score -1.136658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -11366594.000000 Penalty: 5707.251465
	Iteration 34Q: 3 clusters Score -1.136659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -11366599.000000 Penalty: 5707.251465
	Iteration 35Q: 3 clusters Score -1.13666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -11366609.000000 Penalty: 5707.251465
	Iteration 36Q: 3 clusters Score -1.136661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88881 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -11366602.000000 Penalty: 5707.251465
	Iteration 37Q: 3 clusters Score -1.13666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -11366606.000000 Penalty: 5707.251465
	Iteration 38Q: 3 clusters Score -1.136661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -11366613.000000 Penalty: 5707.251465
	Iteration 39Q: 3 clusters Score -1.136661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -11366606.000000 Penalty: 5707.251465
	Iteration 40F: 3 clusters Score -1.136661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -11366615.000000 Penalty: 5707.251465
	Iteration 41Q: 3 clusters Score -1.136662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -11366602.000000 Penalty: 5707.251465
	Iteration 42Q: 3 clusters Score -1.13666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -11366611.000000 Penalty: 5707.251465
	Iteration 43Q: 3 clusters Score -1.136661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -11366617.000000 Penalty: 5707.251465
	Iteration 44Q: 3 clusters Score -1.136662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -11366620.000000 Penalty: 5707.251465
	Iteration 45Q: 3 clusters Score -1.136662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -11366610.000000 Penalty: 5707.251465
	Iteration 46Q: 3 clusters Score -1.136661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -11366627.000000 Penalty: 5707.251465
	Iteration 47Q: 3 clusters Score -1.136663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -11366630.000000 Penalty: 5707.251465
	Iteration 48Q: 3 clusters Score -1.136663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -11366627.000000 Penalty: 5707.251465
	Iteration 49Q: 3 clusters Score -1.136663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -11366635.000000 Penalty: 5707.251465
	Iteration 50Q: 3 clusters Score -1.136664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -11366627.000000 Penalty: 5707.251465
	Iteration 51Q: 3 clusters Score -1.136663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -11366623.000000 Penalty: 5707.251465
	Iteration 52Q: 3 clusters Score -1.136662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -11366623.000000 Penalty: 5707.251465
	Iteration 53Q: 3 clusters Score -1.136662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -11366625.000000 Penalty: 5707.251465
	Iteration 54Q: 3 clusters Score -1.136662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -11366627.000000 Penalty: 5707.251465
	Iteration 55Q: 3 clusters Score -1.136663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88993 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -11366627.000000 Penalty: 5707.251465
	Iteration 56Q: 3 clusters Score -1.136663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -11366624.000000 Penalty: 5707.251465
	Iteration 57Q: 3 clusters Score -1.136662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -11366627.000000 Penalty: 5707.251465
	Iteration 58Q: 3 clusters Score -1.136663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -11366627.000000 Penalty: 5707.251465
	Iteration 59F: 3 clusters Score -1.136663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 73259 members 
Mstep: Class 17 contains 88995 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 32982 members 
Mstep: Class 26 contains 12573 members 
Mstep: Class 27 contains 26421 members 
Mstep: Class 28 contains 42467 members 
Mstep: Class 29 contains 3272 members 
Mstep: Class 30 contains 248288 members 
Mstep: Class 31 contains 10370 members 
Entering Unmasked Estep 
Score: -133425184.000000 Penalty: 107474.289062
Splitting cluster 17 changes total score from -133249696.000000 to -133425184.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (61587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Entering Unmasked Estep 
Score: -6581838.500000 Penalty: 2734.995117
	Iteration 0F: 2 clusters Score -6581838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -6540513.000000 Penalty: 5469.990234
	Iteration 0F: 3 clusters Score -6540513 nChanged 28725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -6557791.500000 Penalty: 5469.990234
	Iteration 1F: 3 clusters Score -6557792 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -6560809.000000 Penalty: 5469.990234
	Iteration 2F: 3 clusters Score -6560809 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -6564595.500000 Penalty: 5469.990234
	Iteration 3F: 3 clusters Score -6564596 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -6568178.500000 Penalty: 5469.990234
	Iteration 4F: 3 clusters Score -6568178 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -6571594.500000 Penalty: 5469.990234
	Iteration 5F: 3 clusters Score -6571594 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -6574461.500000 Penalty: 5469.990234
	Iteration 6F: 3 clusters Score -6574462 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -6576699.500000 Penalty: 5469.990234
	Iteration 7F: 3 clusters Score -6576700 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -6578221.500000 Penalty: 5469.990234
	Iteration 8Q: 3 clusters Score -6578222 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -6579260.500000 Penalty: 5469.990234
	Iteration 9Q: 3 clusters Score -6579260 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -6579952.000000 Penalty: 5469.990234
	Iteration 10Q: 3 clusters Score -6579952 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -6580523.000000 Penalty: 5469.990234
	Iteration 11Q: 3 clusters Score -6580523 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -6581014.000000 Penalty: 5469.990234
	Iteration 12Q: 3 clusters Score -6581014 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -6581475.500000 Penalty: 5469.990234
	Iteration 13Q: 3 clusters Score -6581476 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -6581966.000000 Penalty: 5469.990234
	Iteration 14Q: 3 clusters Score -6581966 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -6582410.500000 Penalty: 5469.990234
	Iteration 15Q: 3 clusters Score -6582410 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -6582829.500000 Penalty: 5469.990234
	Iteration 16Q: 3 clusters Score -6582830 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -6583302.500000 Penalty: 5469.990234
	Iteration 17Q: 3 clusters Score -6583302 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -6583797.500000 Penalty: 5469.990234
	Iteration 18Q: 3 clusters Score -6583798 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -6584269.000000 Penalty: 5469.990234
	Iteration 19Q: 3 clusters Score -6584269 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -6584733.500000 Penalty: 5469.990234
	Iteration 20F: 3 clusters Score -6584734 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -6585138.500000 Penalty: 5469.990234
	Iteration 21Q: 3 clusters Score -6585138 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -6585458.500000 Penalty: 5469.990234
	Iteration 22Q: 3 clusters Score -6585458 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -6585749.000000 Penalty: 5469.990234
	Iteration 23Q: 3 clusters Score -6585749 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -6585975.500000 Penalty: 5469.990234
	Iteration 24Q: 3 clusters Score -6585976 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6586148.000000 Penalty: 5469.990234
	Iteration 25Q: 3 clusters Score -6586148 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -6586333.000000 Penalty: 5469.990234
	Iteration 26Q: 3 clusters Score -6586333 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -6586501.500000 Penalty: 5469.990234
	Iteration 27Q: 3 clusters Score -6586502 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -6586683.500000 Penalty: 5469.990234
	Iteration 28Q: 3 clusters Score -6586684 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -6586791.500000 Penalty: 5469.990234
	Iteration 29Q: 3 clusters Score -6586792 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -6586867.500000 Penalty: 5469.990234
	Iteration 30Q: 3 clusters Score -6586868 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -6586942.000000 Penalty: 5469.990234
	Iteration 31Q: 3 clusters Score -6586942 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -6587029.000000 Penalty: 5469.990234
	Iteration 32Q: 3 clusters Score -6587029 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -6587086.000000 Penalty: 5469.990234
	Iteration 33Q: 3 clusters Score -6587086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -6587132.500000 Penalty: 5469.990234
	Iteration 34Q: 3 clusters Score -6587132 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -6587203.000000 Penalty: 5469.990234
	Iteration 35Q: 3 clusters Score -6587203 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -6587247.000000 Penalty: 5469.990234
	Iteration 36Q: 3 clusters Score -6587247 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -6587296.500000 Penalty: 5469.990234
	Iteration 37Q: 3 clusters Score -6587296 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -6587330.000000 Penalty: 5469.990234
	Iteration 38Q: 3 clusters Score -6587330 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6587367.000000 Penalty: 5469.990234
	Iteration 39Q: 3 clusters Score -6587367 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -6587384.000000 Penalty: 5469.990234
	Iteration 40F: 3 clusters Score -6587384 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -6587382.000000 Penalty: 5469.990234
	Iteration 41Q: 3 clusters Score -6587382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -6587430.500000 Penalty: 5469.990234
	Iteration 42Q: 3 clusters Score -6587430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6587442.500000 Penalty: 5469.990234
	Iteration 43Q: 3 clusters Score -6587442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -6587445.000000 Penalty: 5469.990234
	Iteration 44Q: 3 clusters Score -6587445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -6587462.500000 Penalty: 5469.990234
	Iteration 45Q: 3 clusters Score -6587462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -6587491.000000 Penalty: 5469.990234
	Iteration 46Q: 3 clusters Score -6587491 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6587521.000000 Penalty: 5469.990234
	Iteration 47Q: 3 clusters Score -6587521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6587520.500000 Penalty: 5469.990234
	Iteration 48Q: 3 clusters Score -6587520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -6587526.500000 Penalty: 5469.990234
	Iteration 49Q: 3 clusters Score -6587526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6587535.500000 Penalty: 5469.990234
	Iteration 50Q: 3 clusters Score -6587536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6587555.000000 Penalty: 5469.990234
	Iteration 51Q: 3 clusters Score -6587555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6587555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6587558.500000 Penalty: 5469.990234
	Iteration 53Q: 3 clusters Score -6587558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6587570.000000 Penalty: 5469.990234
	Iteration 54Q: 3 clusters Score -6587570 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6587574.000000 Penalty: 5469.990234
	Iteration 55Q: 3 clusters Score -6587574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6587579.000000 Penalty: 5469.990234
	Iteration 56Q: 3 clusters Score -6587579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6587587.000000 Penalty: 5469.990234
	Iteration 57Q: 3 clusters Score -6587587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6587601.000000 Penalty: 5469.990234
	Iteration 58Q: 3 clusters Score -6587601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6587619.500000 Penalty: 5469.990234
	Iteration 59Q: 3 clusters Score -6587620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -6587625.000000 Penalty: 5469.990234
	Iteration 60F: 3 clusters Score -6587625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6587634.500000 Penalty: 5469.990234
	Iteration 61Q: 3 clusters Score -6587634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -6587641.500000 Penalty: 5469.990234
	Iteration 62Q: 3 clusters Score -6587642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6587659.000000 Penalty: 5469.990234
	Iteration 63Q: 3 clusters Score -6587659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6587660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6587678.500000 Penalty: 5469.990234
	Iteration 65Q: 3 clusters Score -6587678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6587663.000000 Penalty: 5469.990234
	Iteration 66Q: 3 clusters Score -6587663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6587657.500000 Penalty: 5469.990234
	Iteration 67Q: 3 clusters Score -6587658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6587664.500000 Penalty: 5469.990234
	Iteration 68Q: 3 clusters Score -6587664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -6587661.000000 Penalty: 5469.990234
	Iteration 69Q: 3 clusters Score -6587661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6587667.000000 Penalty: 5469.990234
	Iteration 70Q: 3 clusters Score -6587667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -6587673.000000 Penalty: 5469.990234
	Iteration 71Q: 3 clusters Score -6587673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6587669.500000 Penalty: 5469.990234
	Iteration 72Q: 3 clusters Score -6587670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6587672.500000 Penalty: 5469.990234
	Iteration 73Q: 3 clusters Score -6587672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -6587676.500000 Penalty: 5469.990234
	Iteration 74Q: 3 clusters Score -6587676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6587677.500000 Penalty: 5469.990234
	Iteration 75Q: 3 clusters Score -6587678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6587682.500000 Penalty: 5469.990234
	Iteration 76Q: 3 clusters Score -6587682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6587689.000000 Penalty: 5469.990234
	Iteration 77Q: 3 clusters Score -6587689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6587686.000000 Penalty: 5469.990234
	Iteration 78Q: 3 clusters Score -6587686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6587690.000000 Penalty: 5469.990234
	Iteration 79Q: 3 clusters Score -6587690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6587697.000000 Penalty: 5469.990234
	Iteration 80F: 3 clusters Score -6587697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6587705.500000 Penalty: 5469.990234
	Iteration 81Q: 3 clusters Score -6587706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -6587696.500000 Penalty: 5469.990234
	Iteration 82Q: 3 clusters Score -6587696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6587696.500000 Penalty: 5469.990234
	Iteration 83Q: 3 clusters Score -6587696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6587694.500000 Penalty: 5469.990234
	Iteration 84Q: 3 clusters Score -6587694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6587694.500000 Penalty: 5469.990234
	Iteration 85Q: 3 clusters Score -6587694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6587700.000000 Penalty: 5469.990234
	Iteration 86Q: 3 clusters Score -6587700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6587703.000000 Penalty: 5469.990234
	Iteration 87Q: 3 clusters Score -6587703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6587707.500000 Penalty: 5469.990234
	Iteration 88Q: 3 clusters Score -6587708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6587708.000000 Penalty: 5469.990234
	Iteration 89Q: 3 clusters Score -6587708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6587706.500000 Penalty: 5469.990234
	Iteration 90Q: 3 clusters Score -6587706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6587706.000000 Penalty: 5469.990234
	Iteration 91Q: 3 clusters Score -6587706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6587706.000000 Penalty: 5469.990234
	Iteration 92Q: 3 clusters Score -6587706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6587705.500000 Penalty: 5469.990234
	Iteration 93Q: 3 clusters Score -6587706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6587707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6587702.000000 Penalty: 5469.990234
	Iteration 95Q: 3 clusters Score -6587702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6587704.500000 Penalty: 5469.990234
	Iteration 96Q: 3 clusters Score -6587704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6587705.000000 Penalty: 5469.990234
	Iteration 97Q: 3 clusters Score -6587705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -6587702.000000 Penalty: 5469.990234
	Iteration 98Q: 3 clusters Score -6587702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6587696.500000 Penalty: 5469.990234
	Iteration 99Q: 3 clusters Score -6587696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6587701.500000 Penalty: 5469.990234
	Iteration 100F: 3 clusters Score -6587702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6587707.000000 Penalty: 5469.990234
	Iteration 101Q: 3 clusters Score -6587707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6587708.000000 Penalty: 5469.990234
	Iteration 102Q: 3 clusters Score -6587708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6587707.500000 Penalty: 5469.990234
	Iteration 103Q: 3 clusters Score -6587708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6587706.500000 Penalty: 5469.990234
	Iteration 104Q: 3 clusters Score -6587706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6587704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6587702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6587705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6587705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6587704.000000 Penalty: 5469.990234
	Iteration 109Q: 3 clusters Score -6587704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6587701.500000 Penalty: 5469.990234
	Iteration 110Q: 3 clusters Score -6587702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6587708.500000 Penalty: 5469.990234
	Iteration 111Q: 3 clusters Score -6587708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6587710.500000 Penalty: 5469.990234
	Iteration 112Q: 3 clusters Score -6587710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6587710.500000 Penalty: 5469.990234
	Iteration 113F: 3 clusters Score -6587710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 73259 members 
Mstep: Class 17 contains 88995 members 
Mstep: Class 18 contains 59024 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 32982 members 
Mstep: Class 26 contains 12573 members 
Mstep: Class 27 contains 26421 members 
Mstep: Class 28 contains 42467 members 
Mstep: Class 29 contains 3272 members 
Mstep: Class 30 contains 248288 members 
Mstep: Class 31 contains 10370 members 
Mstep: Class 32 contains 2563 members 
Entering Unmasked Estep 
Score: -133430568.000000 Penalty: 110941.203125
Splitting cluster 18 changes total score from -133249696.000000 to -133430568.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (27007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27007 members 
Entering Unmasked Estep 
Score: -2985093.500000 Penalty: 2530.555176
	Iteration 0F: 2 clusters Score -2985094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2966563.500000 Penalty: 5061.110352
	Iteration 0F: 3 clusters Score -2966564 nChanged 12137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2974608 nChanged 2500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2978182 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2983231.500000 Penalty: 5061.110352
	Iteration 3F: 3 clusters Score -2983232 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2987486.750000 Penalty: 5061.110352
	Iteration 4F: 3 clusters Score -2987487 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2990475.000000 Penalty: 5061.110352
	Iteration 5F: 3 clusters Score -2990475 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2992461.000000 Penalty: 5061.110352
	Iteration 6F: 3 clusters Score -2992461 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2994150.750000 Penalty: 5061.110352
	Iteration 7Q: 3 clusters Score -2994151 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2995331.750000 Penalty: 5061.110352
	Iteration 8Q: 3 clusters Score -2995332 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2996183.000000 Penalty: 5061.110352
	Iteration 9Q: 3 clusters Score -2996183 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2997063.750000 Penalty: 5061.110352
	Iteration 10Q: 3 clusters Score -2997064 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2997852.000000 Penalty: 5061.110352
	Iteration 11Q: 3 clusters Score -2997852 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2998669.250000 Penalty: 5061.110352
	Iteration 12Q: 3 clusters Score -2998669 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2999714.750000 Penalty: 5061.110352
	Iteration 13Q: 3 clusters Score -2999715 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3001036.250000 Penalty: 5061.110352
	Iteration 14Q: 3 clusters Score -3001036 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3001460.500000 Penalty: 5061.110352
	Iteration 15Q: 3 clusters Score -3001460 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3001572.250000 Penalty: 5061.110352
	Iteration 16Q: 3 clusters Score -3001572 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3001642.000000 Penalty: 5061.110352
	Iteration 17Q: 3 clusters Score -3001642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3001682.250000 Penalty: 5061.110352
	Iteration 18Q: 3 clusters Score -3001682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3001695.750000 Penalty: 5061.110352
	Iteration 19Q: 3 clusters Score -3001696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3001722.000000 Penalty: 5061.110352
	Iteration 20F: 3 clusters Score -3001722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3001735.250000 Penalty: 5061.110352
	Iteration 21Q: 3 clusters Score -3001735 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3001754.250000 Penalty: 5061.110352
	Iteration 22Q: 3 clusters Score -3001754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3001760.250000 Penalty: 5061.110352
	Iteration 23Q: 3 clusters Score -3001760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3001771.750000 Penalty: 5061.110352
	Iteration 24Q: 3 clusters Score -3001772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3001773.000000 Penalty: 5061.110352
	Iteration 25Q: 3 clusters Score -3001773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3001777.500000 Penalty: 5061.110352
	Iteration 26Q: 3 clusters Score -3001778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3001772.750000 Penalty: 5061.110352
	Iteration 27Q: 3 clusters Score -3001773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3001775.000000 Penalty: 5061.110352
	Iteration 28Q: 3 clusters Score -3001775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3001775.750000 Penalty: 5061.110352
	Iteration 29Q: 3 clusters Score -3001776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3001782.500000 Penalty: 5061.110352
	Iteration 30Q: 3 clusters Score -3001782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3001778.750000 Penalty: 5061.110352
	Iteration 31Q: 3 clusters Score -3001779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3001778.000000 Penalty: 5061.110352
	Iteration 32Q: 3 clusters Score -3001778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3001778.500000 Penalty: 5061.110352
	Iteration 33Q: 3 clusters Score -3001778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3001783.500000 Penalty: 5061.110352
	Iteration 34Q: 3 clusters Score -3001784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3001784.250000 Penalty: 5061.110352
	Iteration 35Q: 3 clusters Score -3001784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3001784.000000 Penalty: 5061.110352
	Iteration 36Q: 3 clusters Score -3001784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3001782.500000 Penalty: 5061.110352
	Iteration 37Q: 3 clusters Score -3001782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3001780.500000 Penalty: 5061.110352
	Iteration 38Q: 3 clusters Score -3001780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3001780.750000 Penalty: 5061.110352
	Iteration 39Q: 3 clusters Score -3001781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3001780.750000 Penalty: 5061.110352
	Iteration 40F: 3 clusters Score -3001781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 73259 members 
Mstep: Class 17 contains 88995 members 
Mstep: Class 18 contains 59024 members 
Mstep: Class 19 contains 9753 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 32982 members 
Mstep: Class 26 contains 12573 members 
Mstep: Class 27 contains 26421 members 
Mstep: Class 28 contains 42467 members 
Mstep: Class 29 contains 3272 members 
Mstep: Class 30 contains 248288 members 
Mstep: Class 31 contains 10370 members 
Mstep: Class 32 contains 2563 members 
Mstep: Class 33 contains 17254 members 
Entering Unmasked Estep 
Score: -133445824.000000 Penalty: 114408.117188
Splitting cluster 19 changes total score from -133249696.000000 to -133445824.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (22920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Entering Unmasked Estep 
Score: -2615892.000000 Penalty: 2489.861816
	Iteration 0F: 2 clusters Score -2615892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2600006.750000 Penalty: 4979.723633
	Iteration 0F: 3 clusters Score -2600007 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2606167.250000 Penalty: 4979.723633
	Iteration 1F: 3 clusters Score -2606167 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2607527.250000 Penalty: 4979.723633
	Iteration 2F: 3 clusters Score -2607527 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2608979.000000 Penalty: 4979.723633
	Iteration 3F: 3 clusters Score -2608979 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2610355.500000 Penalty: 4979.723633
	Iteration 4F: 3 clusters Score -2610356 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2611525.000000 Penalty: 4979.723633
	Iteration 5F: 3 clusters Score -2611525 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2612474.500000 Penalty: 4979.723633
	Iteration 6F: 3 clusters Score -2612474 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2613321.250000 Penalty: 4979.723633
	Iteration 7Q: 3 clusters Score -2613321 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2614047.250000 Penalty: 4979.723633
	Iteration 8Q: 3 clusters Score -2614047 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2614700.000000 Penalty: 4979.723633
	Iteration 9Q: 3 clusters Score -2614700 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2615392.000000 Penalty: 4979.723633
	Iteration 10Q: 3 clusters Score -2615392 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2616165.000000 Penalty: 4979.723633
	Iteration 11Q: 3 clusters Score -2616165 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2617182.750000 Penalty: 4979.723633
	Iteration 12Q: 3 clusters Score -2617183 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2618375.250000 Penalty: 4979.723633
	Iteration 13Q: 3 clusters Score -2618375 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2619618.250000 Penalty: 4979.723633
	Iteration 14Q: 3 clusters Score -2619618 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2620530.750000 Penalty: 4979.723633
	Iteration 15Q: 3 clusters Score -2620531 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2620964.750000 Penalty: 4979.723633
	Iteration 16Q: 3 clusters Score -2620965 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2621118.750000 Penalty: 4979.723633
	Iteration 17Q: 3 clusters Score -2621119 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2621173.500000 Penalty: 4979.723633
	Iteration 18Q: 3 clusters Score -2621174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2621199.500000 Penalty: 4979.723633
	Iteration 19Q: 3 clusters Score -2621200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2621200.000000 Penalty: 4979.723633
	Iteration 20F: 3 clusters Score -2621200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2621204.750000 Penalty: 4979.723633
	Iteration 21Q: 3 clusters Score -2621205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2621203.000000 Penalty: 4979.723633
	Iteration 22Q: 3 clusters Score -2621203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2621206.250000 Penalty: 4979.723633
	Iteration 23Q: 3 clusters Score -2621206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2621213.000000 Penalty: 4979.723633
	Iteration 24Q: 3 clusters Score -2621213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2621214.500000 Penalty: 4979.723633
	Iteration 25Q: 3 clusters Score -2621214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2621217.250000 Penalty: 4979.723633
	Iteration 26Q: 3 clusters Score -2621217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2621218.250000 Penalty: 4979.723633
	Iteration 27Q: 3 clusters Score -2621218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2621218.250000 Penalty: 4979.723633
	Iteration 28F: 3 clusters Score -2621218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 5 contains 33856 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 73259 members 
Mstep: Class 17 contains 88995 members 
Mstep: Class 18 contains 59024 members 
Mstep: Class 19 contains 9753 members 
Mstep: Class 20 contains 9825 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 32982 members 
Mstep: Class 26 contains 12573 members 
Mstep: Class 27 contains 26421 members 
Mstep: Class 28 contains 42467 members 
Mstep: Class 29 contains 3272 members 
Mstep: Class 30 contains 248288 members 
Mstep: Class 31 contains 10370 members 
Mstep: Class 32 contains 2563 members 
Mstep: Class 33 contains 17254 members 
Mstep: Class 34 contains 13095 members 
Entering Unmasked Estep 
Score: -133450096.000000 Penalty: 117875.031250
Splitting cluster 20 changes total score from -133249696.000000 to -133450096.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 4 contains 55093 members 
Mstep: Class 6 contains 67132 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 179175 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 38500 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 73259 members 
Mstep: Class 17 contains 88995 members 
Mstep: Class 18 contains 59024 members 
Mstep: Class 19 contains 9753 members 
Mstep: Class 20 contains 9825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133487032.000000 Penalty: 117875.031250
Iteration 39Q: 35 clusters Score -1.33487e+08 nChanged 47457
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 14865 members 
Mstep: Class 4 contains 55850 members 
Mstep: Class 5 contains 33960 members 
Mstep: Class 6 contains 67164 members 
Mstep: Class 7 contains 10936 members 
Mstep: Class 8 contains 178859 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 19544 members 
Mstep: Class 11 contains 8709 members 
Mstep: Class 12 contains 8625 members 
Mstep: Class 13 contains 13594 members 
Mstep: Class 14 contains 39955 members 
Mstep: Class 15 contains 4410 members 
Mstep: Class 16 contains 73701 members 
Mstep: Class 17 contains 90998 members 
Mstep: Class 18 contains 60631 members 
Mstep: Class 19 contains 9606 members 
Mstep: Class 20 contains 10571 members 
Mstep: Class 21 contains 29323 members 
Mstep: Class 22 contains 5538 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 13130 members 
Mstep: Class 25 contains 31617 members 
Mstep: Class 26 contains 13600 members 
Mstep: Class 27 contains 25491 members 
Mstep: Class 28 contains 41747 members 
Mstep: Class 29 contains 3114 members 
Mstep: Class 30 contains 242846 members 
Mstep: Class 31 contains 9969 members 
Mstep: Class 32 contains 2695 members 
Mstep: Class 33 contains 16345 members 
Mstep: Class 34 contains 12883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133518656.000000 Penalty: 117875.031250
Iteration 40F: 35 clusters Score -1.335187e+08 nChanged 32876
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 4094 members 
Mstep: Class 3 contains 14914 members 
Mstep: Class 4 contains 54771 members 
Mstep: Class 5 contains 34765 members 
Mstep: Class 6 contains 67104 members 
Mstep: Class 7 contains 10906 members 
Mstep: Class 8 contains 177752 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 18832 members 
Mstep: Class 11 contains 8739 members 
Mstep: Class 12 contains 8831 members 
Mstep: Class 13 contains 13516 members 
Mstep: Class 14 contains 40084 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 73810 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 9466 members 
Mstep: Class 20 contains 10877 members 
Mstep: Class 21 contains 29476 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 1000 members 
Mstep: Class 24 contains 14208 members 
Mstep: Class 25 contains 31239 members 
Mstep: Class 26 contains 14761 members 
Mstep: Class 27 contains 25896 members 
Mstep: Class 28 contains 42925 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 244625 members 
Mstep: Class 31 contains 9786 members 
Mstep: Class 32 contains 3242 members 
Mstep: Class 33 contains 16133 members 
Mstep: Class 34 contains 12926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133530760.000000 Penalty: 117875.031250
Iteration 41Q: 35 clusters Score -1.335308e+08 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 15047 members 
Mstep: Class 4 contains 54299 members 
Mstep: Class 5 contains 35398 members 
Mstep: Class 6 contains 67086 members 
Mstep: Class 7 contains 10925 members 
Mstep: Class 8 contains 177242 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 18426 members 
Mstep: Class 11 contains 8822 members 
Mstep: Class 12 contains 9011 members 
Mstep: Class 13 contains 13426 members 
Mstep: Class 14 contains 40459 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 74447 members 
Mstep: Class 17 contains 85573 members 
Mstep: Class 18 contains 58661 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 11183 members 
Mstep: Class 21 contains 29429 members 
Mstep: Class 22 contains 6006 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 24 contains 14807 members 
Mstep: Class 25 contains 30830 members 
Mstep: Class 26 contains 15616 members 
Mstep: Class 27 contains 26150 members 
Mstep: Class 28 contains 43966 members 
Mstep: Class 29 contains 3057 members 
Mstep: Class 30 contains 244584 members 
Mstep: Class 31 contains 9697 members 
Mstep: Class 32 contains 3436 members 
Mstep: Class 33 contains 15894 members 
Mstep: Class 34 contains 12984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133535616.000000 Penalty: 117875.031250
Iteration 42Q: 35 clusters Score -1.335356e+08 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 15183 members 
Mstep: Class 4 contains 54077 members 
Mstep: Class 5 contains 35829 members 
Mstep: Class 6 contains 67091 members 
Mstep: Class 7 contains 10943 members 
Mstep: Class 8 contains 176952 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 10 contains 18161 members 
Mstep: Class 11 contains 8917 members 
Mstep: Class 12 contains 9148 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 40826 members 
Mstep: Class 15 contains 4294 members 
Mstep: Class 16 contains 75078 members 
Mstep: Class 17 contains 83630 members 
Mstep: Class 18 contains 58070 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 11419 members 
Mstep: Class 21 contains 29340 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 1008 members 
Mstep: Class 24 contains 15165 members 
Mstep: Class 25 contains 30470 members 
Mstep: Class 26 contains 16286 members 
Mstep: Class 27 contains 26352 members 
Mstep: Class 28 contains 45004 members 
Mstep: Class 29 contains 3049 members 
Mstep: Class 30 contains 244106 members 
Mstep: Class 31 contains 9671 members 
Mstep: Class 32 contains 3574 members 
Mstep: Class 33 contains 15709 members 
Mstep: Class 34 contains 13045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133539608.000000 Penalty: 117875.031250
Iteration 43Q: 35 clusters Score -1.335396e+08 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 3774 members 
Mstep: Class 3 contains 15284 members 
Mstep: Class 4 contains 53902 members 
Mstep: Class 5 contains 36174 members 
Mstep: Class 6 contains 67103 members 
Mstep: Class 7 contains 10974 members 
Mstep: Class 8 contains 176725 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 17961 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 41175 members 
Mstep: Class 15 contains 4258 members 
Mstep: Class 16 contains 75607 members 
Mstep: Class 17 contains 81963 members 
Mstep: Class 18 contains 57652 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 11671 members 
Mstep: Class 21 contains 29206 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 24 contains 15396 members 
Mstep: Class 25 contains 30189 members 
Mstep: Class 26 contains 16797 members 
Mstep: Class 27 contains 26562 members 
Mstep: Class 28 contains 46043 members 
Mstep: Class 29 contains 3057 members 
Mstep: Class 30 contains 243517 members 
Mstep: Class 31 contains 9662 members 
Mstep: Class 32 contains 3677 members 
Mstep: Class 33 contains 15573 members 
Mstep: Class 34 contains 13101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133541824.000000 Penalty: 117875.031250
Iteration 44Q: 35 clusters Score -1.335418e+08 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 3701 members 
Mstep: Class 3 contains 15362 members 
Mstep: Class 4 contains 53766 members 
Mstep: Class 5 contains 36409 members 
Mstep: Class 6 contains 67128 members 
Mstep: Class 7 contains 11005 members 
Mstep: Class 8 contains 176563 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 17834 members 
Mstep: Class 11 contains 9014 members 
Mstep: Class 12 contains 9329 members 
Mstep: Class 13 contains 13280 members 
Mstep: Class 14 contains 41490 members 
Mstep: Class 15 contains 4231 members 
Mstep: Class 16 contains 76083 members 
Mstep: Class 17 contains 80431 members 
Mstep: Class 18 contains 57365 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 11880 members 
Mstep: Class 21 contains 29034 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 1015 members 
Mstep: Class 24 contains 15546 members 
Mstep: Class 25 contains 29920 members 
Mstep: Class 26 contains 17205 members 
Mstep: Class 27 contains 26716 members 
Mstep: Class 28 contains 47175 members 
Mstep: Class 29 contains 3063 members 
Mstep: Class 30 contains 242891 members 
Mstep: Class 31 contains 9651 members 
Mstep: Class 32 contains 3783 members 
Mstep: Class 33 contains 15467 members 
Mstep: Class 34 contains 13152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133544000.000000 Penalty: 117875.031250
Iteration 45Q: 35 clusters Score -1.33544e+08 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 15437 members 
Mstep: Class 4 contains 53704 members 
Mstep: Class 5 contains 36577 members 
Mstep: Class 6 contains 67163 members 
Mstep: Class 7 contains 11021 members 
Mstep: Class 8 contains 176435 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 9040 members 
Mstep: Class 12 contains 9395 members 
Mstep: Class 13 contains 13278 members 
Mstep: Class 14 contains 41788 members 
Mstep: Class 15 contains 4207 members 
Mstep: Class 16 contains 76515 members 
Mstep: Class 17 contains 79070 members 
Mstep: Class 18 contains 57071 members 
Mstep: Class 19 contains 9281 members 
Mstep: Class 20 contains 12077 members 
Mstep: Class 21 contains 28858 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 1016 members 
Mstep: Class 24 contains 15654 members 
Mstep: Class 25 contains 29714 members 
Mstep: Class 26 contains 17598 members 
Mstep: Class 27 contains 26837 members 
Mstep: Class 28 contains 48279 members 
Mstep: Class 29 contains 3068 members 
Mstep: Class 30 contains 242167 members 
Mstep: Class 31 contains 9639 members 
Mstep: Class 32 contains 3883 members 
Mstep: Class 33 contains 15387 members 
Mstep: Class 34 contains 13199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133545696.000000 Penalty: 117875.031250
Iteration 46Q: 35 clusters Score -1.335457e+08 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 3560 members 
Mstep: Class 3 contains 15509 members 
Mstep: Class 4 contains 53714 members 
Mstep: Class 5 contains 36709 members 
Mstep: Class 6 contains 67197 members 
Mstep: Class 7 contains 11032 members 
Mstep: Class 8 contains 176316 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 9061 members 
Mstep: Class 12 contains 9445 members 
Mstep: Class 13 contains 13273 members 
Mstep: Class 14 contains 42030 members 
Mstep: Class 15 contains 4187 members 
Mstep: Class 16 contains 76869 members 
Mstep: Class 17 contains 77893 members 
Mstep: Class 18 contains 56819 members 
Mstep: Class 19 contains 9270 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 28704 members 
Mstep: Class 22 contains 6216 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 15735 members 
Mstep: Class 25 contains 29521 members 
Mstep: Class 26 contains 17970 members 
Mstep: Class 27 contains 26926 members 
Mstep: Class 28 contains 49349 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 241405 members 
Mstep: Class 31 contains 9623 members 
Mstep: Class 32 contains 3969 members 
Mstep: Class 33 contains 15334 members 
Mstep: Class 34 contains 13249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133546760.000000 Penalty: 117875.031250
Iteration 47Q: 35 clusters Score -1.335468e+08 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 3498 members 
Mstep: Class 3 contains 15574 members 
Mstep: Class 4 contains 53759 members 
Mstep: Class 5 contains 36785 members 
Mstep: Class 6 contains 67226 members 
Mstep: Class 7 contains 11037 members 
Mstep: Class 8 contains 176229 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 17627 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 13266 members 
Mstep: Class 14 contains 42246 members 
Mstep: Class 15 contains 4165 members 
Mstep: Class 16 contains 77182 members 
Mstep: Class 17 contains 76734 members 
Mstep: Class 18 contains 56603 members 
Mstep: Class 19 contains 9253 members 
Mstep: Class 20 contains 12524 members 
Mstep: Class 21 contains 28542 members 
Mstep: Class 22 contains 6223 members 
Mstep: Class 23 contains 1017 members 
Mstep: Class 24 contains 15804 members 
Mstep: Class 25 contains 29349 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 26991 members 
Mstep: Class 28 contains 50510 members 
Mstep: Class 29 contains 3083 members 
Mstep: Class 30 contains 240544 members 
Mstep: Class 31 contains 9621 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 15300 members 
Mstep: Class 34 contains 13298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133547424.000000 Penalty: 117875.031250
Iteration 48Q: 35 clusters Score -1.335474e+08 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 3434 members 
Mstep: Class 3 contains 15639 members 
Mstep: Class 4 contains 53864 members 
Mstep: Class 5 contains 36815 members 
Mstep: Class 6 contains 67244 members 
Mstep: Class 7 contains 11042 members 
Mstep: Class 8 contains 176176 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 17598 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 9549 members 
Mstep: Class 13 contains 13279 members 
Mstep: Class 14 contains 42414 members 
Mstep: Class 15 contains 4147 members 
Mstep: Class 16 contains 77451 members 
Mstep: Class 17 contains 75692 members 
Mstep: Class 18 contains 56359 members 
Mstep: Class 19 contains 9237 members 
Mstep: Class 20 contains 12747 members 
Mstep: Class 21 contains 28378 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 1016 members 
Mstep: Class 24 contains 15862 members 
Mstep: Class 25 contains 29182 members 
Mstep: Class 26 contains 18567 members 
Mstep: Class 27 contains 27037 members 
Mstep: Class 28 contains 51627 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 239746 members 
Mstep: Class 31 contains 9630 members 
Mstep: Class 32 contains 4143 members 
Mstep: Class 33 contains 15277 members 
Mstep: Class 34 contains 13345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133549000.000000 Penalty: 117875.031250
Iteration 49Q: 35 clusters Score -1.33549e+08 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 3401 members 
Mstep: Class 3 contains 15672 members 
Mstep: Class 4 contains 54013 members 
Mstep: Class 5 contains 36777 members 
Mstep: Class 6 contains 67268 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 176123 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17573 members 
Mstep: Class 11 contains 9106 members 
Mstep: Class 12 contains 9581 members 
Mstep: Class 13 contains 13287 members 
Mstep: Class 14 contains 42544 members 
Mstep: Class 15 contains 4120 members 
Mstep: Class 16 contains 77658 members 
Mstep: Class 17 contains 74673 members 
Mstep: Class 18 contains 56209 members 
Mstep: Class 19 contains 9229 members 
Mstep: Class 20 contains 12941 members 
Mstep: Class 21 contains 28231 members 
Mstep: Class 22 contains 6242 members 
Mstep: Class 23 contains 1017 members 
Mstep: Class 24 contains 15919 members 
Mstep: Class 25 contains 29052 members 
Mstep: Class 26 contains 18793 members 
Mstep: Class 27 contains 27073 members 
Mstep: Class 28 contains 52690 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 239049 members 
Mstep: Class 31 contains 9627 members 
Mstep: Class 32 contains 4227 members 
Mstep: Class 33 contains 15263 members 
Mstep: Class 34 contains 13391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133548608.000000 Penalty: 117875.031250
Iteration 50Q: 35 clusters Score -1.335486e+08 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 3364 members 
Mstep: Class 3 contains 15708 members 
Mstep: Class 4 contains 54138 members 
Mstep: Class 5 contains 36683 members 
Mstep: Class 6 contains 67280 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 176055 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17560 members 
Mstep: Class 11 contains 9112 members 
Mstep: Class 12 contains 9611 members 
Mstep: Class 13 contains 13296 members 
Mstep: Class 14 contains 42643 members 
Mstep: Class 15 contains 4092 members 
Mstep: Class 16 contains 77821 members 
Mstep: Class 17 contains 73728 members 
Mstep: Class 18 contains 56078 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 20 contains 13134 members 
Mstep: Class 21 contains 28091 members 
Mstep: Class 22 contains 6253 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 15974 members 
Mstep: Class 25 contains 28952 members 
Mstep: Class 26 contains 19019 members 
Mstep: Class 27 contains 27106 members 
Mstep: Class 28 contains 53690 members 
Mstep: Class 29 contains 3125 members 
Mstep: Class 30 contains 238484 members 
Mstep: Class 31 contains 9628 members 
Mstep: Class 32 contains 4311 members 
Mstep: Class 33 contains 15256 members 
Mstep: Class 34 contains 13430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133549440.000000 Penalty: 117875.031250
Iteration 51Q: 35 clusters Score -1.335494e+08 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 3 contains 15732 members 
Mstep: Class 4 contains 54298 members 
Mstep: Class 5 contains 36545 members 
Mstep: Class 6 contains 67290 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 176005 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17555 members 
Mstep: Class 11 contains 9127 members 
Mstep: Class 12 contains 9640 members 
Mstep: Class 13 contains 13306 members 
Mstep: Class 14 contains 42711 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 77951 members 
Mstep: Class 17 contains 72872 members 
Mstep: Class 18 contains 55869 members 
Mstep: Class 19 contains 9233 members 
Mstep: Class 20 contains 13360 members 
Mstep: Class 21 contains 27982 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 1019 members 
Mstep: Class 24 contains 16024 members 
Mstep: Class 25 contains 28840 members 
Mstep: Class 26 contains 19220 members 
Mstep: Class 27 contains 27122 members 
Mstep: Class 28 contains 54663 members 
Mstep: Class 29 contains 3138 members 
Mstep: Class 30 contains 237981 members 
Mstep: Class 31 contains 9629 members 
Mstep: Class 32 contains 4395 members 
Mstep: Class 33 contains 15253 members 
Mstep: Class 34 contains 13472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133549976.000000 Penalty: 117875.031250
Iteration 52Q: 35 clusters Score -1.3355e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 15747 members 
Mstep: Class 4 contains 54481 members 
Mstep: Class 5 contains 36442 members 
Mstep: Class 6 contains 67299 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 175959 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17550 members 
Mstep: Class 11 contains 9127 members 
Mstep: Class 12 contains 9672 members 
Mstep: Class 13 contains 13319 members 
Mstep: Class 14 contains 42771 members 
Mstep: Class 15 contains 4050 members 
Mstep: Class 16 contains 78070 members 
Mstep: Class 17 contains 72037 members 
Mstep: Class 18 contains 55678 members 
Mstep: Class 19 contains 9233 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 27857 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 1019 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 28755 members 
Mstep: Class 26 contains 19389 members 
Mstep: Class 27 contains 27120 members 
Mstep: Class 28 contains 55646 members 
Mstep: Class 29 contains 3149 members 
Mstep: Class 30 contains 237456 members 
Mstep: Class 31 contains 9625 members 
Mstep: Class 32 contains 4475 members 
Mstep: Class 33 contains 15244 members 
Mstep: Class 34 contains 13500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133550784.000000 Penalty: 117875.031250
Iteration 53Q: 35 clusters Score -1.335508e+08 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 3 contains 15762 members 
Mstep: Class 4 contains 54685 members 
Mstep: Class 5 contains 36314 members 
Mstep: Class 6 contains 67312 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 175926 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17545 members 
Mstep: Class 11 contains 9134 members 
Mstep: Class 12 contains 9710 members 
Mstep: Class 13 contains 13327 members 
Mstep: Class 14 contains 42825 members 
Mstep: Class 15 contains 4027 members 
Mstep: Class 16 contains 78156 members 
Mstep: Class 17 contains 71228 members 
Mstep: Class 18 contains 55472 members 
Mstep: Class 19 contains 9235 members 
Mstep: Class 20 contains 13837 members 
Mstep: Class 21 contains 27733 members 
Mstep: Class 22 contains 6294 members 
Mstep: Class 23 contains 1016 members 
Mstep: Class 24 contains 16098 members 
Mstep: Class 25 contains 28675 members 
Mstep: Class 26 contains 19548 members 
Mstep: Class 27 contains 27122 members 
Mstep: Class 28 contains 56590 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 236949 members 
Mstep: Class 31 contains 9617 members 
Mstep: Class 32 contains 4560 members 
Mstep: Class 33 contains 15235 members 
Mstep: Class 34 contains 13525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133550896.000000 Penalty: 117875.031250
Iteration 54Q: 35 clusters Score -1.335509e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 3303 members 
Mstep: Class 3 contains 15769 members 
Mstep: Class 4 contains 54929 members 
Mstep: Class 5 contains 36177 members 
Mstep: Class 6 contains 67325 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 175914 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17540 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 9736 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 42872 members 
Mstep: Class 15 contains 4001 members 
Mstep: Class 16 contains 78223 members 
Mstep: Class 17 contains 70363 members 
Mstep: Class 18 contains 55328 members 
Mstep: Class 19 contains 9238 members 
Mstep: Class 20 contains 14088 members 
Mstep: Class 21 contains 27591 members 
Mstep: Class 22 contains 6306 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 16133 members 
Mstep: Class 25 contains 28591 members 
Mstep: Class 26 contains 19688 members 
Mstep: Class 27 contains 27122 members 
Mstep: Class 28 contains 57496 members 
Mstep: Class 29 contains 3198 members 
Mstep: Class 30 contains 236500 members 
Mstep: Class 31 contains 9613 members 
Mstep: Class 32 contains 4659 members 
Mstep: Class 33 contains 15228 members 
Mstep: Class 34 contains 13550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133551320.000000 Penalty: 117875.031250
Iteration 55Q: 35 clusters Score -1.335513e+08 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 3299 members 
Mstep: Class 3 contains 15773 members 
Mstep: Class 4 contains 55196 members 
Mstep: Class 5 contains 36052 members 
Mstep: Class 6 contains 67334 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 175883 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17540 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 9763 members 
Mstep: Class 13 contains 13331 members 
Mstep: Class 14 contains 42932 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 78271 members 
Mstep: Class 17 contains 69455 members 
Mstep: Class 18 contains 55193 members 
Mstep: Class 19 contains 9236 members 
Mstep: Class 20 contains 14343 members 
Mstep: Class 21 contains 27448 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 16157 members 
Mstep: Class 25 contains 28523 members 
Mstep: Class 26 contains 19802 members 
Mstep: Class 27 contains 27131 members 
Mstep: Class 28 contains 58376 members 
Mstep: Class 29 contains 3221 members 
Mstep: Class 30 contains 236110 members 
Mstep: Class 31 contains 9610 members 
Mstep: Class 32 contains 4752 members 
Mstep: Class 33 contains 15227 members 
Mstep: Class 34 contains 13568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133552016.000000 Penalty: 117875.031250
Iteration 56Q: 35 clusters Score -1.33552e+08 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 15784 members 
Mstep: Class 4 contains 55489 members 
Mstep: Class 5 contains 35942 members 
Mstep: Class 6 contains 67338 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 175863 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17537 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 9796 members 
Mstep: Class 13 contains 13329 members 
Mstep: Class 14 contains 43003 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 78269 members 
Mstep: Class 17 contains 68558 members 
Mstep: Class 18 contains 55067 members 
Mstep: Class 19 contains 9235 members 
Mstep: Class 20 contains 14606 members 
Mstep: Class 21 contains 27326 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 1017 members 
Mstep: Class 24 contains 16189 members 
Mstep: Class 25 contains 28452 members 
Mstep: Class 26 contains 19880 members 
Mstep: Class 27 contains 27130 members 
Mstep: Class 28 contains 59207 members 
Mstep: Class 29 contains 3246 members 
Mstep: Class 30 contains 235753 members 
Mstep: Class 31 contains 9613 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 15221 members 
Mstep: Class 34 contains 13591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133552736.000000 Penalty: 117875.031250
Iteration 57Q: 35 clusters Score -1.335527e+08 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 15790 members 
Mstep: Class 4 contains 55804 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 67344 members 
Mstep: Class 7 contains 11069 members 
Mstep: Class 8 contains 175834 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17537 members 
Mstep: Class 11 contains 9132 members 
Mstep: Class 12 contains 9822 members 
Mstep: Class 13 contains 13320 members 
Mstep: Class 14 contains 43053 members 
Mstep: Class 15 contains 3925 members 
Mstep: Class 16 contains 78279 members 
Mstep: Class 17 contains 67699 members 
Mstep: Class 18 contains 54961 members 
Mstep: Class 19 contains 9241 members 
Mstep: Class 20 contains 14882 members 
Mstep: Class 21 contains 27210 members 
Mstep: Class 22 contains 6321 members 
Mstep: Class 23 contains 1015 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 28406 members 
Mstep: Class 26 contains 19950 members 
Mstep: Class 27 contains 27137 members 
Mstep: Class 28 contains 60005 members 
Mstep: Class 29 contains 3270 members 
Mstep: Class 30 contains 235376 members 
Mstep: Class 31 contains 9610 members 
Mstep: Class 32 contains 4932 members 
Mstep: Class 33 contains 15218 members 
Mstep: Class 34 contains 13607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133553016.000000 Penalty: 117875.031250
Iteration 58Q: 35 clusters Score -1.33553e+08 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 3273 members 
Mstep: Class 3 contains 15802 members 
Mstep: Class 4 contains 56146 members 
Mstep: Class 5 contains 35665 members 
Mstep: Class 6 contains 67350 members 
Mstep: Class 7 contains 11069 members 
Mstep: Class 8 contains 175812 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17535 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 9842 members 
Mstep: Class 13 contains 13325 members 
Mstep: Class 14 contains 43112 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 78270 members 
Mstep: Class 17 contains 66798 members 
Mstep: Class 18 contains 54838 members 
Mstep: Class 19 contains 9244 members 
Mstep: Class 20 contains 15193 members 
Mstep: Class 21 contains 27099 members 
Mstep: Class 22 contains 6323 members 
Mstep: Class 23 contains 1015 members 
Mstep: Class 24 contains 16283 members 
Mstep: Class 25 contains 28349 members 
Mstep: Class 26 contains 20036 members 
Mstep: Class 27 contains 27125 members 
Mstep: Class 28 contains 60749 members 
Mstep: Class 29 contains 3285 members 
Mstep: Class 30 contains 235015 members 
Mstep: Class 31 contains 9610 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 15218 members 
Mstep: Class 34 contains 13615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133553080.000000 Penalty: 117875.031250
Iteration 59Q: 35 clusters Score -1.335531e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 3276 members 
Mstep: Class 3 contains 15800 members 
Mstep: Class 4 contains 56540 members 
Mstep: Class 5 contains 35571 members 
Mstep: Class 6 contains 67348 members 
Mstep: Class 7 contains 11072 members 
Mstep: Class 8 contains 175773 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17534 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 13329 members 
Mstep: Class 14 contains 43184 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 78250 members 
Mstep: Class 17 contains 65876 members 
Mstep: Class 18 contains 54774 members 
Mstep: Class 19 contains 9250 members 
Mstep: Class 20 contains 15450 members 
Mstep: Class 21 contains 27020 members 
Mstep: Class 22 contains 6324 members 
Mstep: Class 23 contains 1014 members 
Mstep: Class 24 contains 16335 members 
Mstep: Class 25 contains 28282 members 
Mstep: Class 26 contains 20106 members 
Mstep: Class 27 contains 27111 members 
Mstep: Class 28 contains 61458 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 234658 members 
Mstep: Class 31 contains 9608 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 15213 members 
Mstep: Class 34 contains 13630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133554208.000000 Penalty: 117875.031250
Iteration 60F: 35 clusters Score -1.335542e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 3279 members 
Mstep: Class 3 contains 15802 members 
Mstep: Class 4 contains 56959 members 
Mstep: Class 5 contains 35488 members 
Mstep: Class 6 contains 67348 members 
Mstep: Class 7 contains 11072 members 
Mstep: Class 8 contains 175739 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 17530 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 43261 members 
Mstep: Class 15 contains 3865 members 
Mstep: Class 16 contains 78212 members 
Mstep: Class 17 contains 64831 members 
Mstep: Class 18 contains 54707 members 
Mstep: Class 19 contains 9254 members 
Mstep: Class 20 contains 15728 members 
Mstep: Class 21 contains 26924 members 
Mstep: Class 22 contains 6325 members 
Mstep: Class 23 contains 1015 members 
Mstep: Class 24 contains 16404 members 
Mstep: Class 25 contains 28208 members 
Mstep: Class 26 contains 20154 members 
Mstep: Class 27 contains 27102 members 
Mstep: Class 28 contains 62305 members 
Mstep: Class 29 contains 3331 members 
Mstep: Class 30 contains 234283 members 
Mstep: Class 31 contains 9607 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 15214 members 
Mstep: Class 34 contains 13648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133555184.000000 Penalty: 117875.031250
Iteration 61Q: 35 clusters Score -1.335552e+08 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 15813 members 
Mstep: Class 4 contains 57388 members 
Mstep: Class 5 contains 35405 members 
Mstep: Class 6 contains 67351 members 
Mstep: Class 7 contains 11076 members 
Mstep: Class 8 contains 175718 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 9898 members 
Mstep: Class 13 contains 13338 members 
Mstep: Class 14 contains 43326 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 78152 members 
Mstep: Class 17 contains 63788 members 
Mstep: Class 18 contains 54681 members 
Mstep: Class 19 contains 9254 members 
Mstep: Class 20 contains 15993 members 
Mstep: Class 21 contains 26824 members 
Mstep: Class 22 contains 6329 members 
Mstep: Class 23 contains 1023 members 
Mstep: Class 24 contains 16479 members 
Mstep: Class 25 contains 28173 members 
Mstep: Class 26 contains 20190 members 
Mstep: Class 27 contains 27084 members 
Mstep: Class 28 contains 63164 members 
Mstep: Class 29 contains 3360 members 
Mstep: Class 30 contains 233876 members 
Mstep: Class 31 contains 9603 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 15207 members 
Mstep: Class 34 contains 13665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133556272.000000 Penalty: 117875.031250
Iteration 62Q: 35 clusters Score -1.335563e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 15829 members 
Mstep: Class 4 contains 57858 members 
Mstep: Class 5 contains 35323 members 
Mstep: Class 6 contains 67352 members 
Mstep: Class 7 contains 11077 members 
Mstep: Class 8 contains 175695 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 9137 members 
Mstep: Class 12 contains 9917 members 
Mstep: Class 13 contains 13341 members 
Mstep: Class 14 contains 43379 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 78067 members 
Mstep: Class 17 contains 62815 members 
Mstep: Class 18 contains 54644 members 
Mstep: Class 19 contains 9258 members 
Mstep: Class 20 contains 16256 members 
Mstep: Class 21 contains 26681 members 
Mstep: Class 22 contains 6334 members 
Mstep: Class 23 contains 1032 members 
Mstep: Class 24 contains 16534 members 
Mstep: Class 25 contains 28126 members 
Mstep: Class 26 contains 20220 members 
Mstep: Class 27 contains 27067 members 
Mstep: Class 28 contains 64019 members 
Mstep: Class 29 contains 3399 members 
Mstep: Class 30 contains 233490 members 
Mstep: Class 31 contains 9598 members 
Mstep: Class 32 contains 5232 members 
Mstep: Class 33 contains 15202 members 
Mstep: Class 34 contains 13684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133557136.000000 Penalty: 117875.031250
Iteration 63Q: 35 clusters Score -1.335571e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 3233 members 
Mstep: Class 3 contains 15849 members 
Mstep: Class 4 contains 58368 members 
Mstep: Class 5 contains 35254 members 
Mstep: Class 6 contains 67355 members 
Mstep: Class 7 contains 11077 members 
Mstep: Class 8 contains 175672 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 17517 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 9933 members 
Mstep: Class 13 contains 13344 members 
Mstep: Class 14 contains 43404 members 
Mstep: Class 15 contains 3751 members 
Mstep: Class 16 contains 77996 members 
Mstep: Class 17 contains 61799 members 
Mstep: Class 18 contains 54586 members 
Mstep: Class 19 contains 9263 members 
Mstep: Class 20 contains 16504 members 
Mstep: Class 21 contains 26538 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 16599 members 
Mstep: Class 25 contains 28075 members 
Mstep: Class 26 contains 20259 members 
Mstep: Class 27 contains 27063 members 
Mstep: Class 28 contains 64903 members 
Mstep: Class 29 contains 3438 members 
Mstep: Class 30 contains 233063 members 
Mstep: Class 31 contains 9603 members 
Mstep: Class 32 contains 5292 members 
Mstep: Class 33 contains 15197 members 
Mstep: Class 34 contains 13706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133557912.000000 Penalty: 117875.031250
Iteration 64Q: 35 clusters Score -1.335579e+08 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 3218 members 
Mstep: Class 3 contains 15864 members 
Mstep: Class 4 contains 58894 members 
Mstep: Class 5 contains 35177 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 11084 members 
Mstep: Class 8 contains 175638 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17518 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 9951 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 43434 members 
Mstep: Class 15 contains 3703 members 
Mstep: Class 16 contains 77903 members 
Mstep: Class 17 contains 60698 members 
Mstep: Class 18 contains 54528 members 
Mstep: Class 19 contains 9268 members 
Mstep: Class 20 contains 16776 members 
Mstep: Class 21 contains 26394 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 16675 members 
Mstep: Class 25 contains 28019 members 
Mstep: Class 26 contains 20300 members 
Mstep: Class 27 contains 27065 members 
Mstep: Class 28 contains 65795 members 
Mstep: Class 29 contains 3480 members 
Mstep: Class 30 contains 232678 members 
Mstep: Class 31 contains 9602 members 
Mstep: Class 32 contains 5359 members 
Mstep: Class 33 contains 15195 members 
Mstep: Class 34 contains 13723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133557928.000000 Penalty: 117875.031250
Iteration 65Q: 35 clusters Score -1.335579e+08 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 15881 members 
Mstep: Class 4 contains 59415 members 
Mstep: Class 5 contains 35109 members 
Mstep: Class 6 contains 67364 members 
Mstep: Class 7 contains 11087 members 
Mstep: Class 8 contains 175597 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17520 members 
Mstep: Class 11 contains 9142 members 
Mstep: Class 12 contains 9965 members 
Mstep: Class 13 contains 13352 members 
Mstep: Class 14 contains 43469 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 77790 members 
Mstep: Class 17 contains 59543 members 
Mstep: Class 18 contains 54480 members 
Mstep: Class 19 contains 9276 members 
Mstep: Class 20 contains 17083 members 
Mstep: Class 21 contains 26258 members 
Mstep: Class 22 contains 6345 members 
Mstep: Class 23 contains 1035 members 
Mstep: Class 24 contains 16740 members 
Mstep: Class 25 contains 27975 members 
Mstep: Class 26 contains 20350 members 
Mstep: Class 27 contains 27052 members 
Mstep: Class 28 contains 66650 members 
Mstep: Class 29 contains 3520 members 
Mstep: Class 30 contains 232361 members 
Mstep: Class 31 contains 9597 members 
Mstep: Class 32 contains 5422 members 
Mstep: Class 33 contains 15192 members 
Mstep: Class 34 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133558992.000000 Penalty: 117875.031250
Iteration 66Q: 35 clusters Score -1.33559e+08 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 15886 members 
Mstep: Class 4 contains 59911 members 
Mstep: Class 5 contains 35102 members 
Mstep: Class 6 contains 67374 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 175565 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 9989 members 
Mstep: Class 13 contains 13362 members 
Mstep: Class 14 contains 43505 members 
Mstep: Class 15 contains 3611 members 
Mstep: Class 16 contains 77678 members 
Mstep: Class 17 contains 58408 members 
Mstep: Class 18 contains 54397 members 
Mstep: Class 19 contains 9282 members 
Mstep: Class 20 contains 17402 members 
Mstep: Class 21 contains 26120 members 
Mstep: Class 22 contains 6347 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 16808 members 
Mstep: Class 25 contains 27927 members 
Mstep: Class 26 contains 20392 members 
Mstep: Class 27 contains 27026 members 
Mstep: Class 28 contains 67499 members 
Mstep: Class 29 contains 3567 members 
Mstep: Class 30 contains 232027 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 5466 members 
Mstep: Class 33 contains 15191 members 
Mstep: Class 34 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133559504.000000 Penalty: 117875.031250
Iteration 67Q: 35 clusters Score -1.335595e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 3185 members 
Mstep: Class 3 contains 15898 members 
Mstep: Class 4 contains 60401 members 
Mstep: Class 5 contains 35057 members 
Mstep: Class 6 contains 67381 members 
Mstep: Class 7 contains 11093 members 
Mstep: Class 8 contains 175515 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 12 contains 10010 members 
Mstep: Class 13 contains 13370 members 
Mstep: Class 14 contains 43538 members 
Mstep: Class 15 contains 3554 members 
Mstep: Class 16 contains 77568 members 
Mstep: Class 17 contains 57217 members 
Mstep: Class 18 contains 54330 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 17742 members 
Mstep: Class 21 contains 26009 members 
Mstep: Class 22 contains 6355 members 
Mstep: Class 23 contains 1035 members 
Mstep: Class 24 contains 16862 members 
Mstep: Class 25 contains 27907 members 
Mstep: Class 26 contains 20425 members 
Mstep: Class 27 contains 26996 members 
Mstep: Class 28 contains 68382 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 231713 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 5510 members 
Mstep: Class 33 contains 15192 members 
Mstep: Class 34 contains 13795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133560480.000000 Penalty: 117875.031250
Iteration 68Q: 35 clusters Score -1.335605e+08 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 15907 members 
Mstep: Class 4 contains 60883 members 
Mstep: Class 5 contains 34998 members 
Mstep: Class 6 contains 67386 members 
Mstep: Class 7 contains 11094 members 
Mstep: Class 8 contains 175464 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 9144 members 
Mstep: Class 12 contains 10026 members 
Mstep: Class 13 contains 13372 members 
Mstep: Class 14 contains 43580 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 77424 members 
Mstep: Class 17 contains 56107 members 
Mstep: Class 18 contains 54286 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 25903 members 
Mstep: Class 22 contains 6359 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 16924 members 
Mstep: Class 25 contains 27884 members 
Mstep: Class 26 contains 20461 members 
Mstep: Class 27 contains 26984 members 
Mstep: Class 28 contains 69213 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 231363 members 
Mstep: Class 31 contains 9578 members 
Mstep: Class 32 contains 5542 members 
Mstep: Class 33 contains 15192 members 
Mstep: Class 34 contains 13814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133560968.000000 Penalty: 117875.031250
Iteration 69Q: 35 clusters Score -1.33561e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 15915 members 
Mstep: Class 4 contains 61308 members 
Mstep: Class 5 contains 34955 members 
Mstep: Class 6 contains 67387 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 175428 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17521 members 
Mstep: Class 11 contains 9145 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 43621 members 
Mstep: Class 15 contains 3393 members 
Mstep: Class 16 contains 77308 members 
Mstep: Class 17 contains 54981 members 
Mstep: Class 18 contains 54239 members 
Mstep: Class 19 contains 9304 members 
Mstep: Class 20 contains 18515 members 
Mstep: Class 21 contains 25804 members 
Mstep: Class 22 contains 6357 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 16991 members 
Mstep: Class 25 contains 27859 members 
Mstep: Class 26 contains 20499 members 
Mstep: Class 27 contains 26971 members 
Mstep: Class 28 contains 70001 members 
Mstep: Class 29 contains 3779 members 
Mstep: Class 30 contains 231020 members 
Mstep: Class 31 contains 9581 members 
Mstep: Class 32 contains 5590 members 
Mstep: Class 33 contains 15190 members 
Mstep: Class 34 contains 13830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133561312.000000 Penalty: 117875.031250
Iteration 70Q: 35 clusters Score -1.335613e+08 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 3165 members 
Mstep: Class 3 contains 15915 members 
Mstep: Class 4 contains 61704 members 
Mstep: Class 5 contains 34966 members 
Mstep: Class 6 contains 67394 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 175392 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17519 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 43676 members 
Mstep: Class 15 contains 3308 members 
Mstep: Class 16 contains 77188 members 
Mstep: Class 17 contains 53861 members 
Mstep: Class 18 contains 54165 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 18905 members 
Mstep: Class 21 contains 25703 members 
Mstep: Class 22 contains 6357 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17050 members 
Mstep: Class 25 contains 27826 members 
Mstep: Class 26 contains 20556 members 
Mstep: Class 27 contains 26967 members 
Mstep: Class 28 contains 70806 members 
Mstep: Class 29 contains 3859 members 
Mstep: Class 30 contains 230623 members 
Mstep: Class 31 contains 9581 members 
Mstep: Class 32 contains 5642 members 
Mstep: Class 33 contains 15194 members 
Mstep: Class 34 contains 13857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133561328.000000 Penalty: 117875.031250
Iteration 71Q: 35 clusters Score -1.335613e+08 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 3162 members 
Mstep: Class 3 contains 15920 members 
Mstep: Class 4 contains 62043 members 
Mstep: Class 5 contains 34967 members 
Mstep: Class 6 contains 67406 members 
Mstep: Class 7 contains 11093 members 
Mstep: Class 8 contains 175373 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17517 members 
Mstep: Class 11 contains 9157 members 
Mstep: Class 12 contains 10082 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 43721 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 77051 members 
Mstep: Class 17 contains 52812 members 
Mstep: Class 18 contains 54046 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 19263 members 
Mstep: Class 21 contains 25599 members 
Mstep: Class 22 contains 6360 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 17101 members 
Mstep: Class 25 contains 27803 members 
Mstep: Class 26 contains 20602 members 
Mstep: Class 27 contains 26956 members 
Mstep: Class 28 contains 71648 members 
Mstep: Class 29 contains 3943 members 
Mstep: Class 30 contains 230282 members 
Mstep: Class 31 contains 9578 members 
Mstep: Class 32 contains 5695 members 
Mstep: Class 33 contains 15192 members 
Mstep: Class 34 contains 13888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133561936.000000 Penalty: 117875.031250
Iteration 72Q: 35 clusters Score -1.335619e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 15922 members 
Mstep: Class 4 contains 62353 members 
Mstep: Class 5 contains 35001 members 
Mstep: Class 6 contains 67417 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 175350 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17521 members 
Mstep: Class 11 contains 9157 members 
Mstep: Class 12 contains 10098 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 43745 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 76892 members 
Mstep: Class 17 contains 51799 members 
Mstep: Class 18 contains 53955 members 
Mstep: Class 19 contains 9323 members 
Mstep: Class 20 contains 19615 members 
Mstep: Class 21 contains 25502 members 
Mstep: Class 22 contains 6363 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 17163 members 
Mstep: Class 25 contains 27787 members 
Mstep: Class 26 contains 20636 members 
Mstep: Class 27 contains 26956 members 
Mstep: Class 28 contains 72493 members 
Mstep: Class 29 contains 4048 members 
Mstep: Class 30 contains 229923 members 
Mstep: Class 31 contains 9574 members 
Mstep: Class 32 contains 5724 members 
Mstep: Class 33 contains 15196 members 
Mstep: Class 34 contains 13914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133562568.000000 Penalty: 117875.031250
Iteration 73Q: 35 clusters Score -1.335626e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 15925 members 
Mstep: Class 4 contains 62645 members 
Mstep: Class 5 contains 35034 members 
Mstep: Class 6 contains 67426 members 
Mstep: Class 7 contains 11089 members 
Mstep: Class 8 contains 175311 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17521 members 
Mstep: Class 11 contains 9156 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 13381 members 
Mstep: Class 14 contains 43757 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 76714 members 
Mstep: Class 17 contains 50818 members 
Mstep: Class 18 contains 53867 members 
Mstep: Class 19 contains 9323 members 
Mstep: Class 20 contains 19982 members 
Mstep: Class 21 contains 25404 members 
Mstep: Class 22 contains 6365 members 
Mstep: Class 23 contains 1035 members 
Mstep: Class 24 contains 17211 members 
Mstep: Class 25 contains 27775 members 
Mstep: Class 26 contains 20675 members 
Mstep: Class 27 contains 26960 members 
Mstep: Class 28 contains 73350 members 
Mstep: Class 29 contains 4145 members 
Mstep: Class 30 contains 229590 members 
Mstep: Class 31 contains 9563 members 
Mstep: Class 32 contains 5759 members 
Mstep: Class 33 contains 15198 members 
Mstep: Class 34 contains 13931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133562768.000000 Penalty: 117875.031250
Iteration 74Q: 35 clusters Score -1.335628e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 15930 members 
Mstep: Class 4 contains 62916 members 
Mstep: Class 5 contains 35085 members 
Mstep: Class 6 contains 67441 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 175279 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 13381 members 
Mstep: Class 14 contains 43776 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 76523 members 
Mstep: Class 17 contains 49876 members 
Mstep: Class 18 contains 53792 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 20 contains 20318 members 
Mstep: Class 21 contains 25326 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 17252 members 
Mstep: Class 25 contains 27760 members 
Mstep: Class 26 contains 20698 members 
Mstep: Class 27 contains 26945 members 
Mstep: Class 28 contains 74196 members 
Mstep: Class 29 contains 4244 members 
Mstep: Class 30 contains 229268 members 
Mstep: Class 31 contains 9551 members 
Mstep: Class 32 contains 5777 members 
Mstep: Class 33 contains 15197 members 
Mstep: Class 34 contains 13959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133563560.000000 Penalty: 117875.031250
Iteration 75Q: 35 clusters Score -1.335636e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 15939 members 
Mstep: Class 4 contains 63127 members 
Mstep: Class 5 contains 35169 members 
Mstep: Class 6 contains 67445 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 175260 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17525 members 
Mstep: Class 11 contains 9169 members 
Mstep: Class 12 contains 10155 members 
Mstep: Class 13 contains 13378 members 
Mstep: Class 14 contains 43804 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 76342 members 
Mstep: Class 17 contains 48983 members 
Mstep: Class 18 contains 53702 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 20643 members 
Mstep: Class 21 contains 25259 members 
Mstep: Class 22 contains 6366 members 
Mstep: Class 23 contains 1035 members 
Mstep: Class 24 contains 17280 members 
Mstep: Class 25 contains 27750 members 
Mstep: Class 26 contains 20721 members 
Mstep: Class 27 contains 26929 members 
Mstep: Class 28 contains 74993 members 
Mstep: Class 29 contains 4330 members 
Mstep: Class 30 contains 228983 members 
Mstep: Class 31 contains 9539 members 
Mstep: Class 32 contains 5796 members 
Mstep: Class 33 contains 15202 members 
Mstep: Class 34 contains 13987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133563800.000000 Penalty: 117875.031250
Iteration 76Q: 35 clusters Score -1.335638e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 15939 members 
Mstep: Class 4 contains 63305 members 
Mstep: Class 5 contains 35280 members 
Mstep: Class 6 contains 67456 members 
Mstep: Class 7 contains 11093 members 
Mstep: Class 8 contains 175237 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17526 members 
Mstep: Class 11 contains 9171 members 
Mstep: Class 12 contains 10164 members 
Mstep: Class 13 contains 13381 members 
Mstep: Class 14 contains 43832 members 
Mstep: Class 15 contains 2709 members 
Mstep: Class 16 contains 76167 members 
Mstep: Class 17 contains 48088 members 
Mstep: Class 18 contains 53643 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 20979 members 
Mstep: Class 21 contains 25166 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1034 members 
Mstep: Class 24 contains 17299 members 
Mstep: Class 25 contains 27725 members 
Mstep: Class 26 contains 20752 members 
Mstep: Class 27 contains 26932 members 
Mstep: Class 28 contains 75767 members 
Mstep: Class 29 contains 4426 members 
Mstep: Class 30 contains 228707 members 
Mstep: Class 31 contains 9528 members 
Mstep: Class 32 contains 5800 members 
Mstep: Class 33 contains 15208 members 
Mstep: Class 34 contains 14022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133564112.000000 Penalty: 117875.031250
Iteration 77Q: 35 clusters Score -1.335641e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 15943 members 
Mstep: Class 4 contains 63475 members 
Mstep: Class 5 contains 35388 members 
Mstep: Class 6 contains 67462 members 
Mstep: Class 7 contains 11089 members 
Mstep: Class 8 contains 175225 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 9176 members 
Mstep: Class 12 contains 10177 members 
Mstep: Class 13 contains 13382 members 
Mstep: Class 14 contains 43857 members 
Mstep: Class 15 contains 2632 members 
Mstep: Class 16 contains 76000 members 
Mstep: Class 17 contains 47246 members 
Mstep: Class 18 contains 53542 members 
Mstep: Class 19 contains 9343 members 
Mstep: Class 20 contains 21296 members 
Mstep: Class 21 contains 25082 members 
Mstep: Class 22 contains 6366 members 
Mstep: Class 23 contains 1035 members 
Mstep: Class 24 contains 17313 members 
Mstep: Class 25 contains 27705 members 
Mstep: Class 26 contains 20791 members 
Mstep: Class 27 contains 26920 members 
Mstep: Class 28 contains 76534 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 228446 members 
Mstep: Class 31 contains 9517 members 
Mstep: Class 32 contains 5796 members 
Mstep: Class 33 contains 15209 members 
Mstep: Class 34 contains 14056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133564480.000000 Penalty: 117875.031250
Iteration 78Q: 35 clusters Score -1.335645e+08 nChanged 2907
Entering ConstructFrom: 
Score: -133564480.000000 Penalty: 117875.031250
Entering ConstructFrom: 
Trying to split cluster 1 (22254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Entering Unmasked Estep 
Score: -2623476.500000 Penalty: 2482.548584
	Iteration 0F: 2 clusters Score -2623476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2607917.750000 Penalty: 4965.097168
	Iteration 0F: 3 clusters Score -2607918 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2613315.750000 Penalty: 4965.097168
	Iteration 1F: 3 clusters Score -2613316 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2614023.000000 Penalty: 4965.097168
	Iteration 2F: 3 clusters Score -2614023 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2614805.000000 Penalty: 4965.097168
	Iteration 3F: 3 clusters Score -2614805 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2615879.750000 Penalty: 4965.097168
	Iteration 4F: 3 clusters Score -2615880 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2617092.500000 Penalty: 4965.097168
	Iteration 5F: 3 clusters Score -2617092 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2618174.250000 Penalty: 4965.097168
	Iteration 6F: 3 clusters Score -2618174 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2619152.250000 Penalty: 4965.097168
	Iteration 7F: 3 clusters Score -2619152 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2619946.250000 Penalty: 4965.097168
	Iteration 8F: 3 clusters Score -2619946 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2620600.250000 Penalty: 4965.097168
	Iteration 9Q: 3 clusters Score -2620600 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2621162.250000 Penalty: 4965.097168
	Iteration 10Q: 3 clusters Score -2621162 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2621574.750000 Penalty: 4965.097168
	Iteration 11Q: 3 clusters Score -2621575 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2621870.000000 Penalty: 4965.097168
	Iteration 12Q: 3 clusters Score -2621870 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2622072.000000 Penalty: 4965.097168
	Iteration 13Q: 3 clusters Score -2622072 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2622187.250000 Penalty: 4965.097168
	Iteration 14Q: 3 clusters Score -2622187 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2622254.500000 Penalty: 4965.097168
	Iteration 15Q: 3 clusters Score -2622254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2622294.750000 Penalty: 4965.097168
	Iteration 16Q: 3 clusters Score -2622295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2622317.500000 Penalty: 4965.097168
	Iteration 17Q: 3 clusters Score -2622318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2622336.250000 Penalty: 4965.097168
	Iteration 18Q: 3 clusters Score -2622336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2622345.250000 Penalty: 4965.097168
	Iteration 19Q: 3 clusters Score -2622345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2622353.500000 Penalty: 4965.097168
	Iteration 20F: 3 clusters Score -2622354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2622353.500000 Penalty: 4965.097168
	Iteration 21Q: 3 clusters Score -2622354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2622355.750000 Penalty: 4965.097168
	Iteration 22Q: 3 clusters Score -2622356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2622356.750000 Penalty: 4965.097168
	Iteration 23Q: 3 clusters Score -2622357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2622356.500000 Penalty: 4965.097168
	Iteration 24Q: 3 clusters Score -2622356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2622356.500000 Penalty: 4965.097168
	Iteration 25F: 3 clusters Score -2622356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -381840.656250 Penalty: 1996.178711
	Iteration 0F: 2 clusters Score -381840.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -379175.343750 Penalty: 3992.357422
	Iteration 0F: 3 clusters Score -379175.3 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -385180.312500 Penalty: 3992.357422
	Iteration 1F: 3 clusters Score -385180.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -388321.812500 Penalty: 3992.357422
	Iteration 2F: 3 clusters Score -388321.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -389856.500000 Penalty: 3992.357422
	Iteration 3F: 3 clusters Score -389856.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -390427.500000 Penalty: 3992.357422
	Iteration 4Q: 3 clusters Score -390427.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -390630.500000 Penalty: 3992.357422
	Iteration 5Q: 3 clusters Score -390630.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -390724.093750 Penalty: 3992.357422
	Iteration 6Q: 3 clusters Score -390724.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -390757.687500 Penalty: 3992.357422
	Iteration 7Q: 3 clusters Score -390757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -390775.906250 Penalty: 3992.357422
	Iteration 8Q: 3 clusters Score -390775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -390790.218750 Penalty: 3992.357422
	Iteration 9Q: 3 clusters Score -390790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -390795.781250 Penalty: 3992.357422
	Iteration 10Q: 3 clusters Score -390795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -390796.562500 Penalty: 3992.357422
	Iteration 11Q: 3 clusters Score -390796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -390809.968750 Penalty: 3992.357422
	Iteration 12Q: 3 clusters Score -390810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -390812.687500 Penalty: 3992.357422
	Iteration 13Q: 3 clusters Score -390812.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -390825.031250 Penalty: 3992.357422
	Iteration 14Q: 3 clusters Score -390825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -390828.656250 Penalty: 3992.357422
	Iteration 15Q: 3 clusters Score -390828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -390867.656250 Penalty: 3992.357422
	Iteration 16Q: 3 clusters Score -390867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -390877.062500 Penalty: 3992.357422
	Iteration 17Q: 3 clusters Score -390877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -390881.093750 Penalty: 3992.357422
	Iteration 18Q: 3 clusters Score -390881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -390882.625000 Penalty: 3992.357422
	Iteration 19Q: 3 clusters Score -390882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -390908.250000 Penalty: 3992.357422
	Iteration 20F: 3 clusters Score -390908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -390930.375000 Penalty: 3992.357422
	Iteration 21Q: 3 clusters Score -390930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -390935.312500 Penalty: 3992.357422
	Iteration 22Q: 3 clusters Score -390935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -390933.562500 Penalty: 3992.357422
	Iteration 23Q: 3 clusters Score -390933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -390933.843750 Penalty: 3992.357422
	Iteration 24Q: 3 clusters Score -390933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -390922.687500 Penalty: 3992.357422
	Iteration 25Q: 3 clusters Score -390922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -390949.843750 Penalty: 3992.357422
	Iteration 26Q: 3 clusters Score -390949.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -390949.843750 Penalty: 3992.357422
	Iteration 27F: 3 clusters Score -390949.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 15950 members 
Mstep: Class 4 contains 63619 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 11088 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 9183 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 13 contains 13383 members 
Mstep: Class 14 contains 43882 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Entering Unmasked Estep 
Score: -133572504.000000 Penalty: 121341.945312
Splitting cluster 2 changes total score from -133564480.000000 to -133572504.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (15950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Entering Unmasked Estep 
Score: -2173639.500000 Penalty: 2399.948975
	Iteration 0F: 2 clusters Score -2173640 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 7840 members 
Entering Unmasked Estep 
Score: -2162513.500000 Penalty: 4799.897949
	Iteration 0F: 3 clusters Score -2162514 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2172756.250000 Penalty: 4799.897949
	Iteration 1F: 3 clusters Score -2172756 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2179602.750000 Penalty: 4799.897949
	Iteration 2F: 3 clusters Score -2179603 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2182930.750000 Penalty: 4799.897949
	Iteration 3F: 3 clusters Score -2182931 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2184430.250000 Penalty: 4799.897949
	Iteration 4F: 3 clusters Score -2184430 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2185119.500000 Penalty: 4799.897949
	Iteration 5Q: 3 clusters Score -2185120 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2185521.000000 Penalty: 4799.897949
	Iteration 6Q: 3 clusters Score -2185521 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2185890.750000 Penalty: 4799.897949
	Iteration 7Q: 3 clusters Score -2185891 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2186323.250000 Penalty: 4799.897949
	Iteration 8Q: 3 clusters Score -2186323 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2186624.250000 Penalty: 4799.897949
	Iteration 9Q: 3 clusters Score -2186624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2186759.500000 Penalty: 4799.897949
	Iteration 10Q: 3 clusters Score -2186760 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2186823.250000 Penalty: 4799.897949
	Iteration 11Q: 3 clusters Score -2186823 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2186923.750000 Penalty: 4799.897949
	Iteration 12Q: 3 clusters Score -2186924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2187070.750000 Penalty: 4799.897949
	Iteration 13Q: 3 clusters Score -2187071 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2187196.500000 Penalty: 4799.897949
	Iteration 14Q: 3 clusters Score -2187196 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2187254.250000 Penalty: 4799.897949
	Iteration 15Q: 3 clusters Score -2187254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2187279.750000 Penalty: 4799.897949
	Iteration 16Q: 3 clusters Score -2187280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2187289.250000 Penalty: 4799.897949
	Iteration 17Q: 3 clusters Score -2187289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2187305.500000 Penalty: 4799.897949
	Iteration 18Q: 3 clusters Score -2187306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2187329.250000 Penalty: 4799.897949
	Iteration 19Q: 3 clusters Score -2187329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2187341.250000 Penalty: 4799.897949
	Iteration 20F: 3 clusters Score -2187341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2187351.750000 Penalty: 4799.897949
	Iteration 21Q: 3 clusters Score -2187352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2187372.500000 Penalty: 4799.897949
	Iteration 22Q: 3 clusters Score -2187372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2187375.250000 Penalty: 4799.897949
	Iteration 23Q: 3 clusters Score -2187375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2187391.500000 Penalty: 4799.897949
	Iteration 24Q: 3 clusters Score -2187392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2187408.500000 Penalty: 4799.897949
	Iteration 25Q: 3 clusters Score -2187408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2187422.250000 Penalty: 4799.897949
	Iteration 26Q: 3 clusters Score -2187422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2187446.250000 Penalty: 4799.897949
	Iteration 27Q: 3 clusters Score -2187446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2187509.500000 Penalty: 4799.897949
	Iteration 28Q: 3 clusters Score -2187510 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2187637.500000 Penalty: 4799.897949
	Iteration 29Q: 3 clusters Score -2187638 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2187891.000000 Penalty: 4799.897949
	Iteration 30Q: 3 clusters Score -2187891 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2188284.250000 Penalty: 4799.897949
	Iteration 31Q: 3 clusters Score -2188284 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2188883.250000 Penalty: 4799.897949
	Iteration 32Q: 3 clusters Score -2188883 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2189511.750000 Penalty: 4799.897949
	Iteration 33Q: 3 clusters Score -2189512 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2190052.000000 Penalty: 4799.897949
	Iteration 34Q: 3 clusters Score -2190052 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2190539.500000 Penalty: 4799.897949
	Iteration 35Q: 3 clusters Score -2190540 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2190986.250000 Penalty: 4799.897949
	Iteration 36Q: 3 clusters Score -2190986 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2191473.500000 Penalty: 4799.897949
	Iteration 37Q: 3 clusters Score -2191474 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2191923.250000 Penalty: 4799.897949
	Iteration 38Q: 3 clusters Score -2191923 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2192135.500000 Penalty: 4799.897949
	Iteration 39Q: 3 clusters Score -2192136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2192185.500000 Penalty: 4799.897949
	Iteration 40F: 3 clusters Score -2192186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2192201.750000 Penalty: 4799.897949
	Iteration 41Q: 3 clusters Score -2192202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2192219.750000 Penalty: 4799.897949
	Iteration 42Q: 3 clusters Score -2192220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2192210.000000 Penalty: 4799.897949
	Iteration 43Q: 3 clusters Score -2192210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2192193.250000 Penalty: 4799.897949
	Iteration 44Q: 3 clusters Score -2192193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2192235.000000 Penalty: 4799.897949
	Iteration 45Q: 3 clusters Score -2192235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2192243.750000 Penalty: 4799.897949
	Iteration 46Q: 3 clusters Score -2192244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2192261.500000 Penalty: 4799.897949
	Iteration 47Q: 3 clusters Score -2192262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2192263.250000 Penalty: 4799.897949
	Iteration 48Q: 3 clusters Score -2192263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2192249.500000 Penalty: 4799.897949
	Iteration 49Q: 3 clusters Score -2192250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2192256.000000 Penalty: 4799.897949
	Iteration 50Q: 3 clusters Score -2192256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2192256.000000 Penalty: 4799.897949
	Iteration 51F: 3 clusters Score -2192256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 63619 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 11088 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 9183 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 13 contains 13383 members 
Mstep: Class 14 contains 43882 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Entering Unmasked Estep 
Score: -133590512.000000 Penalty: 124808.851562
Splitting cluster 3 changes total score from -133564480.000000 to -133590512.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (63619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Entering Unmasked Estep 
Score: -7406229.000000 Penalty: 2743.045410
	Iteration 0F: 2 clusters Score -7406229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -7363514.000000 Penalty: 5486.090820
	Iteration 0F: 3 clusters Score -7363514 nChanged 29562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -7380850.000000 Penalty: 5486.090820
	Iteration 1F: 3 clusters Score -7380850 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -7382570.000000 Penalty: 5486.090820
	Iteration 2F: 3 clusters Score -7382570 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -7384812.000000 Penalty: 5486.090820
	Iteration 3F: 3 clusters Score -7384812 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -7387495.500000 Penalty: 5486.090820
	Iteration 4F: 3 clusters Score -7387496 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -7390249.500000 Penalty: 5486.090820
	Iteration 5F: 3 clusters Score -7390250 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -7393073.000000 Penalty: 5486.090820
	Iteration 6F: 3 clusters Score -7393073 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -7395373.500000 Penalty: 5486.090820
	Iteration 7F: 3 clusters Score -7395374 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -7397133.000000 Penalty: 5486.090820
	Iteration 8Q: 3 clusters Score -7397133 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -7398268.000000 Penalty: 5486.090820
	Iteration 9Q: 3 clusters Score -7398268 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -7398839.000000 Penalty: 5486.090820
	Iteration 10Q: 3 clusters Score -7398839 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -7399158.000000 Penalty: 5486.090820
	Iteration 11Q: 3 clusters Score -7399158 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -7399364.500000 Penalty: 5486.090820
	Iteration 12Q: 3 clusters Score -7399364 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -7399584.000000 Penalty: 5486.090820
	Iteration 13Q: 3 clusters Score -7399584 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -7399669.000000 Penalty: 5486.090820
	Iteration 14Q: 3 clusters Score -7399669 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -7399738.000000 Penalty: 5486.090820
	Iteration 15Q: 3 clusters Score -7399738 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -7399840.500000 Penalty: 5486.090820
	Iteration 16Q: 3 clusters Score -7399840 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -7399934.000000 Penalty: 5486.090820
	Iteration 17Q: 3 clusters Score -7399934 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -7400013.000000 Penalty: 5486.090820
	Iteration 18Q: 3 clusters Score -7400013 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -7400095.000000 Penalty: 5486.090820
	Iteration 19Q: 3 clusters Score -7400095 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -7400168.000000 Penalty: 5486.090820
	Iteration 20F: 3 clusters Score -7400168 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -7400164.000000 Penalty: 5486.090820
	Iteration 21Q: 3 clusters Score -7400164 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -7400196.000000 Penalty: 5486.090820
	Iteration 22Q: 3 clusters Score -7400196 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -7400242.000000 Penalty: 5486.090820
	Iteration 23Q: 3 clusters Score -7400242 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -7400245.500000 Penalty: 5486.090820
	Iteration 24Q: 3 clusters Score -7400246 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -7400278.500000 Penalty: 5486.090820
	Iteration 25Q: 3 clusters Score -7400278 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -7400281.500000 Penalty: 5486.090820
	Iteration 26Q: 3 clusters Score -7400282 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -7400317.500000 Penalty: 5486.090820
	Iteration 27Q: 3 clusters Score -7400318 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -7400335.000000 Penalty: 5486.090820
	Iteration 28Q: 3 clusters Score -7400335 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -7400374.500000 Penalty: 5486.090820
	Iteration 29Q: 3 clusters Score -7400374 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -7400380.500000 Penalty: 5486.090820
	Iteration 30Q: 3 clusters Score -7400380 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -7400413.500000 Penalty: 5486.090820
	Iteration 31Q: 3 clusters Score -7400414 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -7400447.000000 Penalty: 5486.090820
	Iteration 32Q: 3 clusters Score -7400447 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -7400501.500000 Penalty: 5486.090820
	Iteration 33Q: 3 clusters Score -7400502 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -7400492.500000 Penalty: 5486.090820
	Iteration 34Q: 3 clusters Score -7400492 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -7400505.500000 Penalty: 5486.090820
	Iteration 35Q: 3 clusters Score -7400506 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -7400540.500000 Penalty: 5486.090820
	Iteration 36Q: 3 clusters Score -7400540 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -7400538.500000 Penalty: 5486.090820
	Iteration 37Q: 3 clusters Score -7400538 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -7400582.500000 Penalty: 5486.090820
	Iteration 38Q: 3 clusters Score -7400582 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -7400607.500000 Penalty: 5486.090820
	Iteration 39Q: 3 clusters Score -7400608 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -7400628.000000 Penalty: 5486.090820
	Iteration 40F: 3 clusters Score -7400628 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -7400649.000000 Penalty: 5486.090820
	Iteration 41Q: 3 clusters Score -7400649 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -7400672.500000 Penalty: 5486.090820
	Iteration 42Q: 3 clusters Score -7400672 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -7400707.500000 Penalty: 5486.090820
	Iteration 43Q: 3 clusters Score -7400708 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -7400743.500000 Penalty: 5486.090820
	Iteration 44Q: 3 clusters Score -7400744 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -7400801.500000 Penalty: 5486.090820
	Iteration 45Q: 3 clusters Score -7400802 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -7400871.000000 Penalty: 5486.090820
	Iteration 46Q: 3 clusters Score -7400871 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -7400913.000000 Penalty: 5486.090820
	Iteration 47Q: 3 clusters Score -7400913 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -7400966.500000 Penalty: 5486.090820
	Iteration 48Q: 3 clusters Score -7400966 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -7401064.000000 Penalty: 5486.090820
	Iteration 49Q: 3 clusters Score -7401064 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -7401118.500000 Penalty: 5486.090820
	Iteration 50Q: 3 clusters Score -7401118 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -7401216.000000 Penalty: 5486.090820
	Iteration 51Q: 3 clusters Score -7401216 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -7401299.500000 Penalty: 5486.090820
	Iteration 52Q: 3 clusters Score -7401300 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -7401437.500000 Penalty: 5486.090820
	Iteration 53Q: 3 clusters Score -7401438 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -7401537.000000 Penalty: 5486.090820
	Iteration 54Q: 3 clusters Score -7401537 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -7401728.000000 Penalty: 5486.090820
	Iteration 55Q: 3 clusters Score -7401728 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -7401913.500000 Penalty: 5486.090820
	Iteration 56Q: 3 clusters Score -7401914 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -7402088.000000 Penalty: 5486.090820
	Iteration 57Q: 3 clusters Score -7402088 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -7402180.000000 Penalty: 5486.090820
	Iteration 58Q: 3 clusters Score -7402180 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -7402319.500000 Penalty: 5486.090820
	Iteration 59Q: 3 clusters Score -7402320 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -7402503.500000 Penalty: 5486.090820
	Iteration 60F: 3 clusters Score -7402504 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -7402614.000000 Penalty: 5486.090820
	Iteration 61Q: 3 clusters Score -7402614 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -7402787.500000 Penalty: 5486.090820
	Iteration 62Q: 3 clusters Score -7402788 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -7402917.500000 Penalty: 5486.090820
	Iteration 63Q: 3 clusters Score -7402918 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -7403082.000000 Penalty: 5486.090820
	Iteration 64Q: 3 clusters Score -7403082 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -7403183.500000 Penalty: 5486.090820
	Iteration 65Q: 3 clusters Score -7403184 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -7403345.000000 Penalty: 5486.090820
	Iteration 66Q: 3 clusters Score -7403345 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -7403464.500000 Penalty: 5486.090820
	Iteration 67Q: 3 clusters Score -7403464 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -7403563.500000 Penalty: 5486.090820
	Iteration 68Q: 3 clusters Score -7403564 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -7403672.500000 Penalty: 5486.090820
	Iteration 69Q: 3 clusters Score -7403672 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -7403786.500000 Penalty: 5486.090820
	Iteration 70Q: 3 clusters Score -7403786 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -7403972.500000 Penalty: 5486.090820
	Iteration 71Q: 3 clusters Score -7403972 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -7404152.000000 Penalty: 5486.090820
	Iteration 72Q: 3 clusters Score -7404152 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -7404278.000000 Penalty: 5486.090820
	Iteration 73Q: 3 clusters Score -7404278 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -7404426.500000 Penalty: 5486.090820
	Iteration 74Q: 3 clusters Score -7404426 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -7404601.500000 Penalty: 5486.090820
	Iteration 75Q: 3 clusters Score -7404602 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -7404776.500000 Penalty: 5486.090820
	Iteration 76Q: 3 clusters Score -7404776 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -7404900.500000 Penalty: 5486.090820
	Iteration 77Q: 3 clusters Score -7404900 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -7404965.000000 Penalty: 5486.090820
	Iteration 78Q: 3 clusters Score -7404965 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7405114 nChanged 118
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Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7405161 nChanged 84
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Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7405205 nChanged 64
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Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7405200 nChanged 53
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Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -7405218.500000 Penalty: 5486.090820
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Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7405216 nChanged 23
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Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7405214 nChanged 27
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Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -7405221.500000 Penalty: 5486.090820
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Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7405226 nChanged 34
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Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7405250 nChanged 33
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Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7405248 nChanged 29
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Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7405248 nChanged 19
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Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7405248 nChanged 20
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Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -7405254.500000 Penalty: 5486.090820
	Iteration 99Q: 3 clusters Score -7405254 nChanged 26
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Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7405270 nChanged 24
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Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7405276 nChanged 22
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Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -7405281.000000 Penalty: 5486.090820
	Iteration 102Q: 3 clusters Score -7405281 nChanged 17
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Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7405282 nChanged 28
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Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7405286 nChanged 27
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Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7405280 nChanged 26
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Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7405286 nChanged 23
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Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7405273 nChanged 19
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Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7405269 nChanged 13
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Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7405280 nChanged 15
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Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7405292 nChanged 15
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Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7405290 nChanged 13
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Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7405292 nChanged 13
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Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7405287 nChanged 14
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Mstep: Class 1 contains 59669 members 
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	Iteration 114Q: 3 clusters Score -7405288 nChanged 10
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Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7405286 nChanged 10
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Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 3932 members 
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	Iteration 116Q: 3 clusters Score -7405290 nChanged 14
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Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7405308 nChanged 17
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Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 3901 members 
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	Iteration 118Q: 3 clusters Score -7405292 nChanged 20
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Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7405318 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7405316 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7405322 nChanged 29
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Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7405322 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7405326 nChanged 35
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Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7405326 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7405336 nChanged 28
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Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7405342 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7405342 nChanged 40
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Mstep: Class 1 contains 59932 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7405362 nChanged 42
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	Iteration 129Q: 3 clusters Score -7405378 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 3639 members 
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	Iteration 130Q: 3 clusters Score -7405392 nChanged 57
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Mstep: Class 1 contains 60019 members 
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	Iteration 131Q: 3 clusters Score -7405432 nChanged 64
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	Iteration 132Q: 3 clusters Score -7405444 nChanged 71
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Mstep: Class 1 contains 60096 members 
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	Iteration 133Q: 3 clusters Score -7405450 nChanged 89
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	Iteration 134Q: 3 clusters Score -7405509 nChanged 95
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7405546 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60267 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7405617 nChanged 145
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	Iteration 137Q: 3 clusters Score -7405745 nChanged 171
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	Iteration 138Q: 3 clusters Score -7405920 nChanged 208
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Mstep: Class 2 contains 3172 members 
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	Iteration 139Q: 3 clusters Score -7406197 nChanged 246
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Mstep: Class 1 contains 60469 members 
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	Iteration 140F: 3 clusters Score -7406428 nChanged 239
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Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 3159 members 
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	Iteration 141Q: 3 clusters Score -7406594 nChanged 202
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Mstep: Class 1 contains 60430 members 
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	Iteration 142Q: 3 clusters Score -7406670 nChanged 161
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Mstep: Class 1 contains 60381 members 
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Entering Unmasked Estep 
Score: -7406741.500000 Penalty: 5486.090820
	Iteration 143Q: 3 clusters Score -7406742 nChanged 134
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Mstep: Class 1 contains 60307 members 
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	Iteration 144Q: 3 clusters Score -7406800 nChanged 108
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	Iteration 145Q: 3 clusters Score -7406854 nChanged 105
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	Iteration 146Q: 3 clusters Score -7406886 nChanged 96
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	Iteration 147Q: 3 clusters Score -7406906 nChanged 68
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	Iteration 148Q: 3 clusters Score -7406920 nChanged 71
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	Iteration 149Q: 3 clusters Score -7406939 nChanged 77
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	Iteration 150Q: 3 clusters Score -7406972 nChanged 67
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	Iteration 151Q: 3 clusters Score -7406970 nChanged 47
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Mstep: Class 1 contains 59872 members 
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	Iteration 152Q: 3 clusters Score -7406972 nChanged 30
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	Iteration 153Q: 3 clusters Score -7406961 nChanged 25
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Mstep: Class 2 contains 3786 members 
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	Iteration 154Q: 3 clusters Score -7406964 nChanged 14
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Mstep: Class 1 contains 59821 members 
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	Iteration 155Q: 3 clusters Score -7406974 nChanged 11
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	Iteration 156Q: 3 clusters Score -7406972 nChanged 9
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	Iteration 157Q: 3 clusters Score -7406970 nChanged 13
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	Iteration 158Q: 3 clusters Score -7406973 nChanged 9
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Mstep: Class 1 contains 59789 members 
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	Iteration 159Q: 3 clusters Score -7406975 nChanged 9
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Mstep: Class 1 contains 59782 members 
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	Iteration 160F: 3 clusters Score -7406974 nChanged 7
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Mstep: Class 1 contains 59777 members 
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	Iteration 161Q: 3 clusters Score -7406974 nChanged 7
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	Iteration 162Q: 3 clusters Score -7406974 nChanged 12
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	Iteration 163Q: 3 clusters Score -7406974 nChanged 15
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Mstep: Class 2 contains 3870 members 
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	Iteration 164Q: 3 clusters Score -7406974 nChanged 12
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7406966 nChanged 6
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Mstep: Class 1 contains 59731 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7406970 nChanged 3
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	Iteration 167Q: 3 clusters Score -7406966 nChanged 3
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	Iteration 168Q: 3 clusters Score -7406970 nChanged 4
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	Iteration 169Q: 3 clusters Score -7406970 nChanged 1
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	Iteration 170Q: 3 clusters Score -7406972 nChanged 1
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	Iteration 171Q: 3 clusters Score -7406968 nChanged 1
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Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7406973.000000 Penalty: 5486.090820
	Iteration 172Q: 3 clusters Score -7406973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7406973.000000 Penalty: 5486.090820
	Iteration 173F: 3 clusters Score -7406973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 11088 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 9183 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 13 contains 13383 members 
Mstep: Class 14 contains 43882 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Entering Unmasked Estep 
Score: -133590640.000000 Penalty: 128275.765625
Splitting cluster 4 changes total score from -133564480.000000 to -133590640.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (35484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Entering Unmasked Estep 
Score: -4154847.750000 Penalty: 2598.255615
	Iteration 0F: 2 clusters Score -4154848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4130747.500000 Penalty: 5196.511230
	Iteration 0F: 3 clusters Score -4130748 nChanged 15993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4139353.500000 Penalty: 5196.511230
	Iteration 1F: 3 clusters Score -4139354 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4140047.000000 Penalty: 5196.511230
	Iteration 2F: 3 clusters Score -4140047 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -4140864.250000 Penalty: 5196.511230
	Iteration 3F: 3 clusters Score -4140864 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4141802.000000 Penalty: 5196.511230
	Iteration 4F: 3 clusters Score -4141802 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4142825.750000 Penalty: 5196.511230
	Iteration 5F: 3 clusters Score -4142826 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4143769.250000 Penalty: 5196.511230
	Iteration 6F: 3 clusters Score -4143769 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4144679.750000 Penalty: 5196.511230
	Iteration 7Q: 3 clusters Score -4144680 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4145709.750000 Penalty: 5196.511230
	Iteration 8Q: 3 clusters Score -4145710 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -4146875.750000 Penalty: 5196.511230
	Iteration 9F: 3 clusters Score -4146876 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4148218.000000 Penalty: 5196.511230
	Iteration 10F: 3 clusters Score -4148218 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -4149493.500000 Penalty: 5196.511230
	Iteration 11F: 3 clusters Score -4149494 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4150428.000000 Penalty: 5196.511230
	Iteration 12Q: 3 clusters Score -4150428 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -4151033.500000 Penalty: 5196.511230
	Iteration 13Q: 3 clusters Score -4151034 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -4151397.250000 Penalty: 5196.511230
	Iteration 14Q: 3 clusters Score -4151397 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4151615.000000 Penalty: 5196.511230
	Iteration 15Q: 3 clusters Score -4151615 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4151787.750000 Penalty: 5196.511230
	Iteration 16Q: 3 clusters Score -4151788 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4151963.250000 Penalty: 5196.511230
	Iteration 17Q: 3 clusters Score -4151963 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -4152104.250000 Penalty: 5196.511230
	Iteration 18Q: 3 clusters Score -4152104 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4152201.750000 Penalty: 5196.511230
	Iteration 19Q: 3 clusters Score -4152202 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -4152314.250000 Penalty: 5196.511230
	Iteration 20F: 3 clusters Score -4152314 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4152400.750000 Penalty: 5196.511230
	Iteration 21Q: 3 clusters Score -4152401 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4152466.500000 Penalty: 5196.511230
	Iteration 22Q: 3 clusters Score -4152466 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -4152520.250000 Penalty: 5196.511230
	Iteration 23Q: 3 clusters Score -4152520 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4152569.750000 Penalty: 5196.511230
	Iteration 24Q: 3 clusters Score -4152570 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4152596.250000 Penalty: 5196.511230
	Iteration 25Q: 3 clusters Score -4152596 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -4152615.500000 Penalty: 5196.511230
	Iteration 26Q: 3 clusters Score -4152616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4152635.500000 Penalty: 5196.511230
	Iteration 27Q: 3 clusters Score -4152636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -4152643.000000 Penalty: 5196.511230
	Iteration 28Q: 3 clusters Score -4152643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -4152641.500000 Penalty: 5196.511230
	Iteration 29Q: 3 clusters Score -4152642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4152646.750000 Penalty: 5196.511230
	Iteration 30Q: 3 clusters Score -4152647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4152633.750000 Penalty: 5196.511230
	Iteration 31Q: 3 clusters Score -4152634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4152642.750000 Penalty: 5196.511230
	Iteration 32Q: 3 clusters Score -4152643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4152649.750000 Penalty: 5196.511230
	Iteration 33Q: 3 clusters Score -4152650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4152646.500000 Penalty: 5196.511230
	Iteration 34Q: 3 clusters Score -4152646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4152652.000000 Penalty: 5196.511230
	Iteration 35Q: 3 clusters Score -4152652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -4152655.750000 Penalty: 5196.511230
	Iteration 36Q: 3 clusters Score -4152656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4152665.250000 Penalty: 5196.511230
	Iteration 37Q: 3 clusters Score -4152665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4152649.500000 Penalty: 5196.511230
	Iteration 38Q: 3 clusters Score -4152650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4152659.500000 Penalty: 5196.511230
	Iteration 39Q: 3 clusters Score -4152660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4152654.500000 Penalty: 5196.511230
	Iteration 40F: 3 clusters Score -4152654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4152654.750000 Penalty: 5196.511230
	Iteration 41Q: 3 clusters Score -4152655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4152657.000000 Penalty: 5196.511230
	Iteration 42Q: 3 clusters Score -4152657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4152653.000000 Penalty: 5196.511230
	Iteration 43Q: 3 clusters Score -4152653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4152654.500000 Penalty: 5196.511230
	Iteration 44Q: 3 clusters Score -4152654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -4152657.000000 Penalty: 5196.511230
	Iteration 45Q: 3 clusters Score -4152657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -4152663.250000 Penalty: 5196.511230
	Iteration 46Q: 3 clusters Score -4152663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4152669.500000 Penalty: 5196.511230
	Iteration 47Q: 3 clusters Score -4152670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -4152679.250000 Penalty: 5196.511230
	Iteration 48Q: 3 clusters Score -4152679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4152674.250000 Penalty: 5196.511230
	Iteration 49Q: 3 clusters Score -4152674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -4152673.000000 Penalty: 5196.511230
	Iteration 50Q: 3 clusters Score -4152673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -4152677.000000 Penalty: 5196.511230
	Iteration 51Q: 3 clusters Score -4152677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -4152675.250000 Penalty: 5196.511230
	Iteration 52Q: 3 clusters Score -4152675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4152683.000000 Penalty: 5196.511230
	Iteration 53Q: 3 clusters Score -4152683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -4152680.000000 Penalty: 5196.511230
	Iteration 54Q: 3 clusters Score -4152680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4152675.250000 Penalty: 5196.511230
	Iteration 55Q: 3 clusters Score -4152675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4152675.000000 Penalty: 5196.511230
	Iteration 56Q: 3 clusters Score -4152675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4152671.750000 Penalty: 5196.511230
	Iteration 57Q: 3 clusters Score -4152672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4152672.250000 Penalty: 5196.511230
	Iteration 58Q: 3 clusters Score -4152672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4152673.750000 Penalty: 5196.511230
	Iteration 59Q: 3 clusters Score -4152674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4152673.750000 Penalty: 5196.511230
	Iteration 60F: 3 clusters Score -4152674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Entering Unmasked Estep 
Score: -8059134.500000 Penalty: 2757.617188
	Iteration 0F: 2 clusters Score -8059134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -8014078.000000 Penalty: 5515.234375
	Iteration 0F: 3 clusters Score -8014078 nChanged 31515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -8032417.000000 Penalty: 5515.234375
	Iteration 1F: 3 clusters Score -8032417 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -8034544.500000 Penalty: 5515.234375
	Iteration 2F: 3 clusters Score -8034544 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8038630.000000 Penalty: 5515.234375
	Iteration 3F: 3 clusters Score -8038630 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -8045212.000000 Penalty: 5515.234375
	Iteration 4F: 3 clusters Score -8045212 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -8051243.500000 Penalty: 5515.234375
	Iteration 5F: 3 clusters Score -8051244 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -8054290.000000 Penalty: 5515.234375
	Iteration 6F: 3 clusters Score -8054290 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -8055423.000000 Penalty: 5515.234375
	Iteration 7Q: 3 clusters Score -8055423 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -8055842.000000 Penalty: 5515.234375
	Iteration 8Q: 3 clusters Score -8055842 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -8056047.500000 Penalty: 5515.234375
	Iteration 9Q: 3 clusters Score -8056048 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -8056187.000000 Penalty: 5515.234375
	Iteration 10Q: 3 clusters Score -8056187 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -8056272.500000 Penalty: 5515.234375
	Iteration 11Q: 3 clusters Score -8056272 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -8056386.500000 Penalty: 5515.234375
	Iteration 12Q: 3 clusters Score -8056386 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -8056467.000000 Penalty: 5515.234375
	Iteration 13Q: 3 clusters Score -8056467 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -8056541.000000 Penalty: 5515.234375
	Iteration 14Q: 3 clusters Score -8056541 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -8056580.000000 Penalty: 5515.234375
	Iteration 15Q: 3 clusters Score -8056580 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -8056642.500000 Penalty: 5515.234375
	Iteration 16Q: 3 clusters Score -8056642 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -8056713.500000 Penalty: 5515.234375
	Iteration 17Q: 3 clusters Score -8056714 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -8056804.500000 Penalty: 5515.234375
	Iteration 18Q: 3 clusters Score -8056804 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -8056877.500000 Penalty: 5515.234375
	Iteration 19Q: 3 clusters Score -8056878 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -8056951.000000 Penalty: 5515.234375
	Iteration 20F: 3 clusters Score -8056951 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -8057029.500000 Penalty: 5515.234375
	Iteration 21Q: 3 clusters Score -8057030 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -8057053.500000 Penalty: 5515.234375
	Iteration 22Q: 3 clusters Score -8057054 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -8057135.000000 Penalty: 5515.234375
	Iteration 23Q: 3 clusters Score -8057135 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -8057172.500000 Penalty: 5515.234375
	Iteration 24Q: 3 clusters Score -8057172 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -8057230.000000 Penalty: 5515.234375
	Iteration 25Q: 3 clusters Score -8057230 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -8057276.500000 Penalty: 5515.234375
	Iteration 26Q: 3 clusters Score -8057276 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -8057302.000000 Penalty: 5515.234375
	Iteration 27Q: 3 clusters Score -8057302 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -8057337.000000 Penalty: 5515.234375
	Iteration 28Q: 3 clusters Score -8057337 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -8057366.500000 Penalty: 5515.234375
	Iteration 29Q: 3 clusters Score -8057366 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -8057377.000000 Penalty: 5515.234375
	Iteration 30Q: 3 clusters Score -8057377 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -8057379.000000 Penalty: 5515.234375
	Iteration 31Q: 3 clusters Score -8057379 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -8057382.500000 Penalty: 5515.234375
	Iteration 32Q: 3 clusters Score -8057382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -8057396.500000 Penalty: 5515.234375
	Iteration 33Q: 3 clusters Score -8057396 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -8057430.000000 Penalty: 5515.234375
	Iteration 34Q: 3 clusters Score -8057430 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -8057440.500000 Penalty: 5515.234375
	Iteration 35Q: 3 clusters Score -8057440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -8057446.000000 Penalty: 5515.234375
	Iteration 36Q: 3 clusters Score -8057446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -8057463.000000 Penalty: 5515.234375
	Iteration 37Q: 3 clusters Score -8057463 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -8057469.500000 Penalty: 5515.234375
	Iteration 38Q: 3 clusters Score -8057470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -8057492.500000 Penalty: 5515.234375
	Iteration 39Q: 3 clusters Score -8057492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -8057516.000000 Penalty: 5515.234375
	Iteration 40F: 3 clusters Score -8057516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -8057532.000000 Penalty: 5515.234375
	Iteration 41Q: 3 clusters Score -8057532 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -8057543.500000 Penalty: 5515.234375
	Iteration 42Q: 3 clusters Score -8057544 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -8057544.000000 Penalty: 5515.234375
	Iteration 43Q: 3 clusters Score -8057544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -8057561.000000 Penalty: 5515.234375
	Iteration 44Q: 3 clusters Score -8057561 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -8057578.500000 Penalty: 5515.234375
	Iteration 45Q: 3 clusters Score -8057578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -8057590.000000 Penalty: 5515.234375
	Iteration 46Q: 3 clusters Score -8057590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -8057572.000000 Penalty: 5515.234375
	Iteration 47Q: 3 clusters Score -8057572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -8057572.000000 Penalty: 5515.234375
	Iteration 48Q: 3 clusters Score -8057572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -8057595.500000 Penalty: 5515.234375
	Iteration 49Q: 3 clusters Score -8057596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -8057623.500000 Penalty: 5515.234375
	Iteration 50Q: 3 clusters Score -8057624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -8057623.000000 Penalty: 5515.234375
	Iteration 51Q: 3 clusters Score -8057623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -8057645.000000 Penalty: 5515.234375
	Iteration 52Q: 3 clusters Score -8057645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -8057640.000000 Penalty: 5515.234375
	Iteration 53Q: 3 clusters Score -8057640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -8057651.500000 Penalty: 5515.234375
	Iteration 54Q: 3 clusters Score -8057652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -8057665.500000 Penalty: 5515.234375
	Iteration 55Q: 3 clusters Score -8057666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -8057680.500000 Penalty: 5515.234375
	Iteration 56Q: 3 clusters Score -8057680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -8057688.500000 Penalty: 5515.234375
	Iteration 57Q: 3 clusters Score -8057688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -8057685.500000 Penalty: 5515.234375
	Iteration 58Q: 3 clusters Score -8057686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -8057674.500000 Penalty: 5515.234375
	Iteration 59Q: 3 clusters Score -8057674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -8057674.000000 Penalty: 5515.234375
	Iteration 60F: 3 clusters Score -8057674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -8057680.500000 Penalty: 5515.234375
	Iteration 61Q: 3 clusters Score -8057680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -8057683.500000 Penalty: 5515.234375
	Iteration 62Q: 3 clusters Score -8057684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -8057686.500000 Penalty: 5515.234375
	Iteration 63Q: 3 clusters Score -8057686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -8057690.000000 Penalty: 5515.234375
	Iteration 64Q: 3 clusters Score -8057690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -8057704.500000 Penalty: 5515.234375
	Iteration 65Q: 3 clusters Score -8057704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -8057694.500000 Penalty: 5515.234375
	Iteration 66Q: 3 clusters Score -8057694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -8057690.500000 Penalty: 5515.234375
	Iteration 67Q: 3 clusters Score -8057690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -8057690.500000 Penalty: 5515.234375
	Iteration 68Q: 3 clusters Score -8057690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -8057685.000000 Penalty: 5515.234375
	Iteration 69Q: 3 clusters Score -8057685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -8057686.000000 Penalty: 5515.234375
	Iteration 70Q: 3 clusters Score -8057686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -8057691.000000 Penalty: 5515.234375
	Iteration 71Q: 3 clusters Score -8057691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -8057687.000000 Penalty: 5515.234375
	Iteration 72Q: 3 clusters Score -8057687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -8057695.000000 Penalty: 5515.234375
	Iteration 73Q: 3 clusters Score -8057695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -8057684.000000 Penalty: 5515.234375
	Iteration 74Q: 3 clusters Score -8057684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -8057689.500000 Penalty: 5515.234375
	Iteration 75Q: 3 clusters Score -8057690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -8057688.000000 Penalty: 5515.234375
	Iteration 76Q: 3 clusters Score -8057688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -8057696.500000 Penalty: 5515.234375
	Iteration 77Q: 3 clusters Score -8057696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -8057692.500000 Penalty: 5515.234375
	Iteration 78Q: 3 clusters Score -8057692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -8057692.500000 Penalty: 5515.234375
	Iteration 79F: 3 clusters Score -8057692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Entering Unmasked Estep 
Score: -1261410.250000 Penalty: 2309.777344
	Iteration 0F: 2 clusters Score -1261410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1253240.875000 Penalty: 4619.554688
	Iteration 0F: 3 clusters Score -1253241 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1256185.500000 Penalty: 4619.554688
	Iteration 1F: 3 clusters Score -1256186 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1256976.625000 Penalty: 4619.554688
	Iteration 2F: 3 clusters Score -1256977 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1257943.625000 Penalty: 4619.554688
	Iteration 3F: 3 clusters Score -1257944 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1259035.375000 Penalty: 4619.554688
	Iteration 4F: 3 clusters Score -1259035 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1260009.250000 Penalty: 4619.554688
	Iteration 5F: 3 clusters Score -1260009 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1260719.250000 Penalty: 4619.554688
	Iteration 6F: 3 clusters Score -1260719 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1261191.375000 Penalty: 4619.554688
	Iteration 7F: 3 clusters Score -1261191 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1261462.250000 Penalty: 4619.554688
	Iteration 8Q: 3 clusters Score -1261462 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1261652.750000 Penalty: 4619.554688
	Iteration 9Q: 3 clusters Score -1261653 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1261814.125000 Penalty: 4619.554688
	Iteration 10Q: 3 clusters Score -1261814 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1261948.625000 Penalty: 4619.554688
	Iteration 11Q: 3 clusters Score -1261949 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1262043.750000 Penalty: 4619.554688
	Iteration 12Q: 3 clusters Score -1262044 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1262128.000000 Penalty: 4619.554688
	Iteration 13Q: 3 clusters Score -1262128 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1262193.375000 Penalty: 4619.554688
	Iteration 14Q: 3 clusters Score -1262193 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1262259.000000 Penalty: 4619.554688
	Iteration 15Q: 3 clusters Score -1262259 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1262311.125000 Penalty: 4619.554688
	Iteration 16Q: 3 clusters Score -1262311 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1262349.500000 Penalty: 4619.554688
	Iteration 17Q: 3 clusters Score -1262350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1262393.375000 Penalty: 4619.554688
	Iteration 18Q: 3 clusters Score -1262393 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1262425.625000 Penalty: 4619.554688
	Iteration 19Q: 3 clusters Score -1262426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1262446.750000 Penalty: 4619.554688
	Iteration 20F: 3 clusters Score -1262447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1262457.750000 Penalty: 4619.554688
	Iteration 21Q: 3 clusters Score -1262458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1262469.000000 Penalty: 4619.554688
	Iteration 22Q: 3 clusters Score -1262469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1262474.375000 Penalty: 4619.554688
	Iteration 23Q: 3 clusters Score -1262474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1262476.875000 Penalty: 4619.554688
	Iteration 24Q: 3 clusters Score -1262477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1262481.000000 Penalty: 4619.554688
	Iteration 25Q: 3 clusters Score -1262481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1262483.625000 Penalty: 4619.554688
	Iteration 26Q: 3 clusters Score -1262484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1262483.625000 Penalty: 4619.554688
	Iteration 27F: 3 clusters Score -1262484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 9183 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 13 contains 13383 members 
Mstep: Class 14 contains 43882 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Entering Unmasked Estep 
Score: -133590096.000000 Penalty: 131742.687500
Splitting cluster 7 changes total score from -133564480.000000 to -133590096.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 8 (175206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175206 members 
Entering Unmasked Estep 
Score: -20657744.000000 Penalty: 2994.281982
	Iteration 0F: 2 clusters Score -2.065774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -20541620.000000 Penalty: 5988.563965
	Iteration 0F: 3 clusters Score -2.054162e+07 nChanged 83828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -20590858.000000 Penalty: 5988.563965
	Iteration 1F: 3 clusters Score -2.059086e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -20592314.000000 Penalty: 5988.563965
	Iteration 2Q: 3 clusters Score -2.059231e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99738 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -20594922.000000 Penalty: 5988.563965
	Iteration 3Q: 3 clusters Score -2.059492e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107160 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -20599528.000000 Penalty: 5988.563965
	Iteration 4F: 3 clusters Score -2.059953e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117776 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -20607450.000000 Penalty: 5988.563965
	Iteration 5F: 3 clusters Score -2.060745e+07 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130818 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -20618714.000000 Penalty: 5988.563965
	Iteration 6F: 3 clusters Score -2.061871e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143782 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -20630320.000000 Penalty: 5988.563965
	Iteration 7F: 3 clusters Score -2.063032e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154122 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -20638782.000000 Penalty: 5988.563965
	Iteration 8F: 3 clusters Score -2.063878e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161653 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -20644706.000000 Penalty: 5988.563965
	Iteration 9Q: 3 clusters Score -2.064471e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167001 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -20648984.000000 Penalty: 5988.563965
	Iteration 10Q: 3 clusters Score -2.064898e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170551 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -20651856.000000 Penalty: 5988.563965
	Iteration 11Q: 3 clusters Score -2.065186e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172627 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -20653404.000000 Penalty: 5988.563965
	Iteration 12Q: 3 clusters Score -2.06534e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173657 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -20654232.000000 Penalty: 5988.563965
	Iteration 13Q: 3 clusters Score -2.065423e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174123 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -20654600.000000 Penalty: 5988.563965
	Iteration 14Q: 3 clusters Score -2.06546e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174306 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -20654824.000000 Penalty: 5988.563965
	Iteration 15Q: 3 clusters Score -2.065482e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174408 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -20654960.000000 Penalty: 5988.563965
	Iteration 16Q: 3 clusters Score -2.065496e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174480 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -20655066.000000 Penalty: 5988.563965
	Iteration 17Q: 3 clusters Score -2.065507e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174522 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20655116.000000 Penalty: 5988.563965
	Iteration 18Q: 3 clusters Score -2.065512e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174559 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -20655172.000000 Penalty: 5988.563965
	Iteration 19Q: 3 clusters Score -2.065517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174572 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -20655154.000000 Penalty: 5988.563965
	Iteration 20F: 3 clusters Score -2.065515e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174583 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20655158.000000 Penalty: 5988.563965
	Iteration 21Q: 3 clusters Score -2.065516e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174590 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -20655174.000000 Penalty: 5988.563965
	Iteration 22Q: 3 clusters Score -2.065517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174601 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -20655172.000000 Penalty: 5988.563965
	Iteration 23Q: 3 clusters Score -2.065517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174613 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -20655206.000000 Penalty: 5988.563965
	Iteration 24Q: 3 clusters Score -2.065521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174627 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20655194.000000 Penalty: 5988.563965
	Iteration 25Q: 3 clusters Score -2.065519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174634 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20655222.000000 Penalty: 5988.563965
	Iteration 26Q: 3 clusters Score -2.065522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174640 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20655224.000000 Penalty: 5988.563965
	Iteration 27Q: 3 clusters Score -2.065522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174643 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20655222.000000 Penalty: 5988.563965
	Iteration 28Q: 3 clusters Score -2.065522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20655238.000000 Penalty: 5988.563965
	Iteration 29Q: 3 clusters Score -2.065524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -20655252.000000 Penalty: 5988.563965
	Iteration 30Q: 3 clusters Score -2.065525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -20655256.000000 Penalty: 5988.563965
	Iteration 31Q: 3 clusters Score -2.065526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174644 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -20655246.000000 Penalty: 5988.563965
	Iteration 32Q: 3 clusters Score -2.065525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174647 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20655278.000000 Penalty: 5988.563965
	Iteration 33Q: 3 clusters Score -2.065528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174648 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -20655270.000000 Penalty: 5988.563965
	Iteration 34Q: 3 clusters Score -2.065527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174647 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20655290.000000 Penalty: 5988.563965
	Iteration 35Q: 3 clusters Score -2.065529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174648 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -20655294.000000 Penalty: 5988.563965
	Iteration 36Q: 3 clusters Score -2.065529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20655304.000000 Penalty: 5988.563965
	Iteration 37Q: 3 clusters Score -2.06553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174646 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20655288.000000 Penalty: 5988.563965
	Iteration 38Q: 3 clusters Score -2.065529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -20655310.000000 Penalty: 5988.563965
	Iteration 39Q: 3 clusters Score -2.065531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20655318.000000 Penalty: 5988.563965
	Iteration 40F: 3 clusters Score -2.065532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174644 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -20655316.000000 Penalty: 5988.563965
	Iteration 41Q: 3 clusters Score -2.065532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20655312.000000 Penalty: 5988.563965
	Iteration 42Q: 3 clusters Score -2.065531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20655320.000000 Penalty: 5988.563965
	Iteration 43Q: 3 clusters Score -2.065532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174646 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20655326.000000 Penalty: 5988.563965
	Iteration 44Q: 3 clusters Score -2.065533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20655324.000000 Penalty: 5988.563965
	Iteration 45Q: 3 clusters Score -2.065532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174647 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20655330.000000 Penalty: 5988.563965
	Iteration 46Q: 3 clusters Score -2.065533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174646 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20655332.000000 Penalty: 5988.563965
	Iteration 47Q: 3 clusters Score -2.065533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20655340.000000 Penalty: 5988.563965
	Iteration 48Q: 3 clusters Score -2.065534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20655340.000000 Penalty: 5988.563965
	Iteration 49F: 3 clusters Score -2.065534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -48625.402344 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -48625.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47471.363281 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -47471.36 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48617.734375 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -48617.73 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -49434.945312 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -49434.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -49829.355469 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -49829.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -50205.136719 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -50205.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50840.144531 Penalty: 3270.829102
	Iteration 5F: 3 clusters Score -50840.14 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -51700.750000 Penalty: 3270.829102
	Iteration 6F: 3 clusters Score -51700.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52399.000000 Penalty: 3270.829102
	Iteration 7F: 3 clusters Score -52399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52784.210938 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -52784.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52887.550781 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -52887.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52966.722656 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -52966.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53076.121094 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -53076.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53130.097656 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -53130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53165.746094 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -53165.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53197.191406 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -53197.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53204.113281 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -53204.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53210.207031 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -53210.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53213.843750 Penalty: 3270.829102
	Iteration 17F: 3 clusters Score -53213.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53265.890625 Penalty: 3270.829102
	Iteration 18Q: 3 clusters Score -53265.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53507.984375 Penalty: 3270.829102
	Iteration 19Q: 3 clusters Score -53507.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53668.515625 Penalty: 3270.829102
	Iteration 20F: 3 clusters Score -53668.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 9183 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 13 contains 13383 members 
Mstep: Class 14 contains 43882 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Entering Unmasked Estep 
Score: -133593264.000000 Penalty: 135209.593750
Splitting cluster 9 changes total score from -133564480.000000 to -133593264.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (17527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Entering Unmasked Estep 
Score: -2070354.375000 Penalty: 2423.331543
	Iteration 0F: 2 clusters Score -2070354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2057883.750000 Penalty: 4846.663086
	Iteration 0F: 3 clusters Score -2057884 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2062203.250000 Penalty: 4846.663086
	Iteration 1F: 3 clusters Score -2062203 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2063127.250000 Penalty: 4846.663086
	Iteration 2F: 3 clusters Score -2063127 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2064205.125000 Penalty: 4846.663086
	Iteration 3F: 3 clusters Score -2064205 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2065422.750000 Penalty: 4846.663086
	Iteration 4F: 3 clusters Score -2065423 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2066759.750000 Penalty: 4846.663086
	Iteration 5F: 3 clusters Score -2066760 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2068006.625000 Penalty: 4846.663086
	Iteration 6F: 3 clusters Score -2068007 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2068852.125000 Penalty: 4846.663086
	Iteration 7F: 3 clusters Score -2068852 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2069362.500000 Penalty: 4846.663086
	Iteration 8Q: 3 clusters Score -2069362 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2069663.125000 Penalty: 4846.663086
	Iteration 9Q: 3 clusters Score -2069663 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2069850.875000 Penalty: 4846.663086
	Iteration 10Q: 3 clusters Score -2069851 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2069973.500000 Penalty: 4846.663086
	Iteration 11Q: 3 clusters Score -2069974 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2070030.500000 Penalty: 4846.663086
	Iteration 12Q: 3 clusters Score -2070030 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2070061.000000 Penalty: 4846.663086
	Iteration 13Q: 3 clusters Score -2070061 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2070082.875000 Penalty: 4846.663086
	Iteration 14Q: 3 clusters Score -2070083 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2070092.125000 Penalty: 4846.663086
	Iteration 15Q: 3 clusters Score -2070092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2070100.250000 Penalty: 4846.663086
	Iteration 16Q: 3 clusters Score -2070100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2070106.125000 Penalty: 4846.663086
	Iteration 17Q: 3 clusters Score -2070106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2070110.500000 Penalty: 4846.663086
	Iteration 18Q: 3 clusters Score -2070110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2070113.750000 Penalty: 4846.663086
	Iteration 19Q: 3 clusters Score -2070114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2070116.000000 Penalty: 4846.663086
	Iteration 20F: 3 clusters Score -2070116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2070117.625000 Penalty: 4846.663086
	Iteration 21Q: 3 clusters Score -2070118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2070125.000000 Penalty: 4846.663086
	Iteration 22Q: 3 clusters Score -2070125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2070125.875000 Penalty: 4846.663086
	Iteration 23Q: 3 clusters Score -2070126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2070126.500000 Penalty: 4846.663086
	Iteration 24Q: 3 clusters Score -2070126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2070125.875000 Penalty: 4846.663086
	Iteration 25Q: 3 clusters Score -2070126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2070127.000000 Penalty: 4846.663086
	Iteration 26Q: 3 clusters Score -2070127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2070130.125000 Penalty: 4846.663086
	Iteration 27Q: 3 clusters Score -2070130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2070131.500000 Penalty: 4846.663086
	Iteration 28Q: 3 clusters Score -2070132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2070135.625000 Penalty: 4846.663086
	Iteration 29Q: 3 clusters Score -2070136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2070133.125000 Penalty: 4846.663086
	Iteration 30Q: 3 clusters Score -2070133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2070135.250000 Penalty: 4846.663086
	Iteration 31Q: 3 clusters Score -2070135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2070135.250000 Penalty: 4846.663086
	Iteration 32Q: 3 clusters Score -2070135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2070135.375000 Penalty: 4846.663086
	Iteration 33Q: 3 clusters Score -2070135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2070130.375000 Penalty: 4846.663086
	Iteration 34Q: 3 clusters Score -2070130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2070130.125000 Penalty: 4846.663086
	Iteration 35Q: 3 clusters Score -2070130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2070130.125000 Penalty: 4846.663086
	Iteration 36F: 3 clusters Score -2070130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Entering Unmasked Estep 
Score: -1043895.937500 Penalty: 2263.027100
	Iteration 0F: 2 clusters Score -1043896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1036789.875000 Penalty: 4526.054199
	Iteration 0F: 3 clusters Score -1036790 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1038970.500000 Penalty: 4526.054199
	Iteration 1F: 3 clusters Score -1038970 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1039648.250000 Penalty: 4526.054199
	Iteration 2F: 3 clusters Score -1039648 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1040416.375000 Penalty: 4526.054199
	Iteration 3F: 3 clusters Score -1040416 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1041204.750000 Penalty: 4526.054199
	Iteration 4F: 3 clusters Score -1041205 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1041851.125000 Penalty: 4526.054199
	Iteration 5F: 3 clusters Score -1041851 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1042514.062500 Penalty: 4526.054199
	Iteration 6F: 3 clusters Score -1042514 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1043122.500000 Penalty: 4526.054199
	Iteration 7Q: 3 clusters Score -1043122 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1043514.312500 Penalty: 4526.054199
	Iteration 8Q: 3 clusters Score -1043514 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1043767.250000 Penalty: 4526.054199
	Iteration 9Q: 3 clusters Score -1043767 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1043918.687500 Penalty: 4526.054199
	Iteration 10Q: 3 clusters Score -1043919 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1043993.187500 Penalty: 4526.054199
	Iteration 11Q: 3 clusters Score -1043993 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1044018.812500 Penalty: 4526.054199
	Iteration 12Q: 3 clusters Score -1044019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1044031.000000 Penalty: 4526.054199
	Iteration 13Q: 3 clusters Score -1044031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1044037.187500 Penalty: 4526.054199
	Iteration 14Q: 3 clusters Score -1044037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1044044.437500 Penalty: 4526.054199
	Iteration 15Q: 3 clusters Score -1044044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1044045.000000 Penalty: 4526.054199
	Iteration 16Q: 3 clusters Score -1044045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1044045.937500 Penalty: 4526.054199
	Iteration 17Q: 3 clusters Score -1044046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1044047.937500 Penalty: 4526.054199
	Iteration 18Q: 3 clusters Score -1044048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1044052.562500 Penalty: 4526.054199
	Iteration 19Q: 3 clusters Score -1044053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1044054.625000 Penalty: 4526.054199
	Iteration 20F: 3 clusters Score -1044055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1044055.625000 Penalty: 4526.054199
	Iteration 21Q: 3 clusters Score -1044056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1044054.250000 Penalty: 4526.054199
	Iteration 22Q: 3 clusters Score -1044054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1044054.625000 Penalty: 4526.054199
	Iteration 23Q: 3 clusters Score -1044055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1044054.375000 Penalty: 4526.054199
	Iteration 24Q: 3 clusters Score -1044054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1044054.375000 Penalty: 4526.054199
	Iteration 25F: 3 clusters Score -1044054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 13 contains 13383 members 
Mstep: Class 14 contains 43882 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Entering Unmasked Estep 
Score: -133592056.000000 Penalty: 138676.500000
Splitting cluster 11 changes total score from -133564480.000000 to -133592056.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 12 (10187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Entering Unmasked Estep 
Score: -1021469.062500 Penalty: 2288.759033
	Iteration 0F: 2 clusters Score -1021469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1013714.625000 Penalty: 4577.518066
	Iteration 0F: 3 clusters Score -1013715 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1016429.125000 Penalty: 4577.518066
	Iteration 1F: 3 clusters Score -1016429 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1017083.937500 Penalty: 4577.518066
	Iteration 2F: 3 clusters Score -1017084 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1017640.437500 Penalty: 4577.518066
	Iteration 3F: 3 clusters Score -1017640 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1018141.000000 Penalty: 4577.518066
	Iteration 4F: 3 clusters Score -1018141 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1018610.687500 Penalty: 4577.518066
	Iteration 5F: 3 clusters Score -1018611 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1019092.500000 Penalty: 4577.518066
	Iteration 6F: 3 clusters Score -1019092 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1019573.062500 Penalty: 4577.518066
	Iteration 7Q: 3 clusters Score -1019573 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1019941.062500 Penalty: 4577.518066
	Iteration 8Q: 3 clusters Score -1019941 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1020186.875000 Penalty: 4577.518066
	Iteration 9Q: 3 clusters Score -1020187 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1020357.562500 Penalty: 4577.518066
	Iteration 10Q: 3 clusters Score -1020358 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1020477.687500 Penalty: 4577.518066
	Iteration 11Q: 3 clusters Score -1020478 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1020574.937500 Penalty: 4577.518066
	Iteration 12Q: 3 clusters Score -1020575 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1020648.062500 Penalty: 4577.518066
	Iteration 13Q: 3 clusters Score -1020648 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1020698.500000 Penalty: 4577.518066
	Iteration 14Q: 3 clusters Score -1020698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1020737.125000 Penalty: 4577.518066
	Iteration 15Q: 3 clusters Score -1020737 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1020767.000000 Penalty: 4577.518066
	Iteration 16Q: 3 clusters Score -1020767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1020805.750000 Penalty: 4577.518066
	Iteration 17Q: 3 clusters Score -1020806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1020836.000000 Penalty: 4577.518066
	Iteration 18Q: 3 clusters Score -1020836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1020867.812500 Penalty: 4577.518066
	Iteration 19Q: 3 clusters Score -1020868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1020890.687500 Penalty: 4577.518066
	Iteration 20F: 3 clusters Score -1020891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1020915.750000 Penalty: 4577.518066
	Iteration 21Q: 3 clusters Score -1020916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1020944.187500 Penalty: 4577.518066
	Iteration 22Q: 3 clusters Score -1020944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1020955.625000 Penalty: 4577.518066
	Iteration 23Q: 3 clusters Score -1020956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1020975.375000 Penalty: 4577.518066
	Iteration 24Q: 3 clusters Score -1020975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1020998.000000 Penalty: 4577.518066
	Iteration 25Q: 3 clusters Score -1020998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1021014.500000 Penalty: 4577.518066
	Iteration 26Q: 3 clusters Score -1021014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1021034.000000 Penalty: 4577.518066
	Iteration 27Q: 3 clusters Score -1021034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1021054.875000 Penalty: 4577.518066
	Iteration 28Q: 3 clusters Score -1021055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1021080.937500 Penalty: 4577.518066
	Iteration 29Q: 3 clusters Score -1021081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1021094.500000 Penalty: 4577.518066
	Iteration 30Q: 3 clusters Score -1021094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1021108.062500 Penalty: 4577.518066
	Iteration 31Q: 3 clusters Score -1021108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1021124.187500 Penalty: 4577.518066
	Iteration 32Q: 3 clusters Score -1021124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1021139.312500 Penalty: 4577.518066
	Iteration 33Q: 3 clusters Score -1021139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1021155.000000 Penalty: 4577.518066
	Iteration 34Q: 3 clusters Score -1021155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1021177.062500 Penalty: 4577.518066
	Iteration 35Q: 3 clusters Score -1021177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1021201.937500 Penalty: 4577.518066
	Iteration 36Q: 3 clusters Score -1021202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1021223.687500 Penalty: 4577.518066
	Iteration 37Q: 3 clusters Score -1021224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1021240.687500 Penalty: 4577.518066
	Iteration 38Q: 3 clusters Score -1021241 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1021253.937500 Penalty: 4577.518066
	Iteration 39Q: 3 clusters Score -1021254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1021265.750000 Penalty: 4577.518066
	Iteration 40F: 3 clusters Score -1021266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1021274.125000 Penalty: 4577.518066
	Iteration 41Q: 3 clusters Score -1021274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1021288.375000 Penalty: 4577.518066
	Iteration 42Q: 3 clusters Score -1021288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1021300.687500 Penalty: 4577.518066
	Iteration 43Q: 3 clusters Score -1021301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1021309.937500 Penalty: 4577.518066
	Iteration 44Q: 3 clusters Score -1021310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1021317.812500 Penalty: 4577.518066
	Iteration 45Q: 3 clusters Score -1021318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1021327.062500 Penalty: 4577.518066
	Iteration 46Q: 3 clusters Score -1021327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1021331.125000 Penalty: 4577.518066
	Iteration 47Q: 3 clusters Score -1021331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1021336.187500 Penalty: 4577.518066
	Iteration 48Q: 3 clusters Score -1021336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1021342.125000 Penalty: 4577.518066
	Iteration 49Q: 3 clusters Score -1021342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1021348.812500 Penalty: 4577.518066
	Iteration 50Q: 3 clusters Score -1021349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1021359.687500 Penalty: 4577.518066
	Iteration 51Q: 3 clusters Score -1021360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1021368.750000 Penalty: 4577.518066
	Iteration 52Q: 3 clusters Score -1021369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1021380.750000 Penalty: 4577.518066
	Iteration 53Q: 3 clusters Score -1021381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1021389.062500 Penalty: 4577.518066
	Iteration 54Q: 3 clusters Score -1021389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1021398.500000 Penalty: 4577.518066
	Iteration 55Q: 3 clusters Score -1021398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1021406.937500 Penalty: 4577.518066
	Iteration 56Q: 3 clusters Score -1021407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1021408.125000 Penalty: 4577.518066
	Iteration 57Q: 3 clusters Score -1021408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1021412.000000 Penalty: 4577.518066
	Iteration 58Q: 3 clusters Score -1021412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1021417.687500 Penalty: 4577.518066
	Iteration 59Q: 3 clusters Score -1021418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1021423.062500 Penalty: 4577.518066
	Iteration 60F: 3 clusters Score -1021423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1021427.312500 Penalty: 4577.518066
	Iteration 61Q: 3 clusters Score -1021427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1021432.437500 Penalty: 4577.518066
	Iteration 62Q: 3 clusters Score -1021432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1021437.437500 Penalty: 4577.518066
	Iteration 63Q: 3 clusters Score -1021437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1021444.312500 Penalty: 4577.518066
	Iteration 64Q: 3 clusters Score -1021444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1021450.875000 Penalty: 4577.518066
	Iteration 65Q: 3 clusters Score -1021451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1021452.187500 Penalty: 4577.518066
	Iteration 66Q: 3 clusters Score -1021452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1021456.500000 Penalty: 4577.518066
	Iteration 67Q: 3 clusters Score -1021456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1021457.062500 Penalty: 4577.518066
	Iteration 68Q: 3 clusters Score -1021457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1021458.312500 Penalty: 4577.518066
	Iteration 69Q: 3 clusters Score -1021458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1021458.250000 Penalty: 4577.518066
	Iteration 70Q: 3 clusters Score -1021458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1021460.062500 Penalty: 4577.518066
	Iteration 71Q: 3 clusters Score -1021460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1021462.687500 Penalty: 4577.518066
	Iteration 72Q: 3 clusters Score -1021463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1021466.125000 Penalty: 4577.518066
	Iteration 73Q: 3 clusters Score -1021466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1021469.375000 Penalty: 4577.518066
	Iteration 74Q: 3 clusters Score -1021469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1021467.250000 Penalty: 4577.518066
	Iteration 75Q: 3 clusters Score -1021467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1021471.312500 Penalty: 4577.518066
	Iteration 76Q: 3 clusters Score -1021471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1021473.000000 Penalty: 4577.518066
	Iteration 77Q: 3 clusters Score -1021473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1021472.875000 Penalty: 4577.518066
	Iteration 78Q: 3 clusters Score -1021473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1021472.500000 Penalty: 4577.518066
	Iteration 79Q: 3 clusters Score -1021472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1021473.875000 Penalty: 4577.518066
	Iteration 80F: 3 clusters Score -1021474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1021474.250000 Penalty: 4577.518066
	Iteration 81Q: 3 clusters Score -1021474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1021474.312500 Penalty: 4577.518066
	Iteration 82Q: 3 clusters Score -1021474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1021474.312500 Penalty: 4577.518066
	Iteration 83F: 3 clusters Score -1021474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 13383 members 
Mstep: Class 14 contains 43882 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Entering Unmasked Estep 
Score: -133591280.000000 Penalty: 142143.421875
Splitting cluster 12 changes total score from -133564480.000000 to -133591280.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 13 (13383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Entering Unmasked Estep 
Score: -1527249.000000 Penalty: 2356.431641
	Iteration 0F: 2 clusters Score -1527249 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 6697 members 
Entering Unmasked Estep 
Score: -1517473.750000 Penalty: 4712.863281
	Iteration 0F: 3 clusters Score -1517474 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1520798.875000 Penalty: 4712.863281
	Iteration 1F: 3 clusters Score -1520799 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1521961.250000 Penalty: 4712.863281
	Iteration 2F: 3 clusters Score -1521961 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1524182.750000 Penalty: 4712.863281
	Iteration 3F: 3 clusters Score -1524183 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1526585.375000 Penalty: 4712.863281
	Iteration 4F: 3 clusters Score -1526585 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1528536.500000 Penalty: 4712.863281
	Iteration 5F: 3 clusters Score -1528536 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1529828.125000 Penalty: 4712.863281
	Iteration 6F: 3 clusters Score -1529828 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1530477.500000 Penalty: 4712.863281
	Iteration 7Q: 3 clusters Score -1530478 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1530882.000000 Penalty: 4712.863281
	Iteration 8Q: 3 clusters Score -1530882 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1531107.125000 Penalty: 4712.863281
	Iteration 9Q: 3 clusters Score -1531107 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1531225.000000 Penalty: 4712.863281
	Iteration 10Q: 3 clusters Score -1531225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1531281.375000 Penalty: 4712.863281
	Iteration 11Q: 3 clusters Score -1531281 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1531317.750000 Penalty: 4712.863281
	Iteration 12Q: 3 clusters Score -1531318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1531342.875000 Penalty: 4712.863281
	Iteration 13Q: 3 clusters Score -1531343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1531358.250000 Penalty: 4712.863281
	Iteration 14Q: 3 clusters Score -1531358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1531375.750000 Penalty: 4712.863281
	Iteration 15Q: 3 clusters Score -1531376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1531398.625000 Penalty: 4712.863281
	Iteration 16Q: 3 clusters Score -1531399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1531438.250000 Penalty: 4712.863281
	Iteration 17Q: 3 clusters Score -1531438 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1531516.250000 Penalty: 4712.863281
	Iteration 18Q: 3 clusters Score -1531516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1531760.000000 Penalty: 4712.863281
	Iteration 19Q: 3 clusters Score -1531760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1532548.500000 Penalty: 4712.863281
	Iteration 20F: 3 clusters Score -1532548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1532852.125000 Penalty: 4712.863281
	Iteration 21Q: 3 clusters Score -1532852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1532859.750000 Penalty: 4712.863281
	Iteration 22Q: 3 clusters Score -1532860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1532860.375000 Penalty: 4712.863281
	Iteration 23Q: 3 clusters Score -1532860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1532863.250000 Penalty: 4712.863281
	Iteration 24Q: 3 clusters Score -1532863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1532862.125000 Penalty: 4712.863281
	Iteration 25Q: 3 clusters Score -1532862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1532861.875000 Penalty: 4712.863281
	Iteration 26Q: 3 clusters Score -1532862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1532861.875000 Penalty: 4712.863281
	Iteration 27F: 3 clusters Score -1532862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 43882 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Entering Unmasked Estep 
Score: -133595696.000000 Penalty: 145610.328125
Splitting cluster 13 changes total score from -133564480.000000 to -133595696.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 14 (43882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Entering Unmasked Estep 
Score: -5075745.000000 Penalty: 2650.936279
	Iteration 0F: 2 clusters Score -5075745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -5046135.500000 Penalty: 5301.872559
	Iteration 0F: 3 clusters Score -5046136 nChanged 20111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -5057477.000000 Penalty: 5301.872559
	Iteration 1F: 3 clusters Score -5057477 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -5058251.500000 Penalty: 5301.872559
	Iteration 2Q: 3 clusters Score -5058252 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -5059204.500000 Penalty: 5301.872559
	Iteration 3Q: 3 clusters Score -5059204 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -5060371.000000 Penalty: 5301.872559
	Iteration 4F: 3 clusters Score -5060371 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -5061819.500000 Penalty: 5301.872559
	Iteration 5F: 3 clusters Score -5061820 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -5063501.000000 Penalty: 5301.872559
	Iteration 6F: 3 clusters Score -5063501 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -5065543.500000 Penalty: 5301.872559
	Iteration 7F: 3 clusters Score -5065544 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -5068013.000000 Penalty: 5301.872559
	Iteration 8F: 3 clusters Score -5068013 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5070733.000000 Penalty: 5301.872559
	Iteration 9F: 3 clusters Score -5070733 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -5073118.500000 Penalty: 5301.872559
	Iteration 10F: 3 clusters Score -5073118 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -5074742.000000 Penalty: 5301.872559
	Iteration 11Q: 3 clusters Score -5074742 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -5075659.500000 Penalty: 5301.872559
	Iteration 12Q: 3 clusters Score -5075660 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -5076210.000000 Penalty: 5301.872559
	Iteration 13Q: 3 clusters Score -5076210 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -5076521.500000 Penalty: 5301.872559
	Iteration 14Q: 3 clusters Score -5076522 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -5076711.000000 Penalty: 5301.872559
	Iteration 15Q: 3 clusters Score -5076711 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -5076839.500000 Penalty: 5301.872559
	Iteration 16Q: 3 clusters Score -5076840 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -5076907.500000 Penalty: 5301.872559
	Iteration 17Q: 3 clusters Score -5076908 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5076944.500000 Penalty: 5301.872559
	Iteration 18Q: 3 clusters Score -5076944 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -5076962.000000 Penalty: 5301.872559
	Iteration 19Q: 3 clusters Score -5076962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -5076969.000000 Penalty: 5301.872559
	Iteration 20F: 3 clusters Score -5076969 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -5076989.000000 Penalty: 5301.872559
	Iteration 21Q: 3 clusters Score -5076989 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -5077001.000000 Penalty: 5301.872559
	Iteration 22Q: 3 clusters Score -5077001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -5077012.000000 Penalty: 5301.872559
	Iteration 23Q: 3 clusters Score -5077012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -5076998.500000 Penalty: 5301.872559
	Iteration 24Q: 3 clusters Score -5076998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -5077008.000000 Penalty: 5301.872559
	Iteration 25Q: 3 clusters Score -5077008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -5077006.000000 Penalty: 5301.872559
	Iteration 26Q: 3 clusters Score -5077006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -5077009.500000 Penalty: 5301.872559
	Iteration 27Q: 3 clusters Score -5077010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -5077004.000000 Penalty: 5301.872559
	Iteration 28Q: 3 clusters Score -5077004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -5077003.000000 Penalty: 5301.872559
	Iteration 29Q: 3 clusters Score -5077003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -5077013.500000 Penalty: 5301.872559
	Iteration 30Q: 3 clusters Score -5077014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -5077014.000000 Penalty: 5301.872559
	Iteration 31Q: 3 clusters Score -5077014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -5077017.000000 Penalty: 5301.872559
	Iteration 32Q: 3 clusters Score -5077017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -5077017.500000 Penalty: 5301.872559
	Iteration 33Q: 3 clusters Score -5077018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -5077014.500000 Penalty: 5301.872559
	Iteration 34Q: 3 clusters Score -5077014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -5077009.500000 Penalty: 5301.872559
	Iteration 35Q: 3 clusters Score -5077010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5077008.000000 Penalty: 5301.872559
	Iteration 36Q: 3 clusters Score -5077008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -5077006.000000 Penalty: 5301.872559
	Iteration 37Q: 3 clusters Score -5077006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -5077004.500000 Penalty: 5301.872559
	Iteration 38Q: 3 clusters Score -5077004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -5077005.000000 Penalty: 5301.872559
	Iteration 39Q: 3 clusters Score -5077005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -5077003.500000 Penalty: 5301.872559
	Iteration 40F: 3 clusters Score -5077004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -5077009.000000 Penalty: 5301.872559
	Iteration 41Q: 3 clusters Score -5077009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -5077005.500000 Penalty: 5301.872559
	Iteration 42Q: 3 clusters Score -5077006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -5077003.500000 Penalty: 5301.872559
	Iteration 43Q: 3 clusters Score -5077004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -5077006.000000 Penalty: 5301.872559
	Iteration 44Q: 3 clusters Score -5077006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -5077007.000000 Penalty: 5301.872559
	Iteration 45Q: 3 clusters Score -5077007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -5077007.000000 Penalty: 5301.872559
	Iteration 46F: 3 clusters Score -5077007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Mstep: Class 43 contains 29943 members 
Entering Unmasked Estep 
Score: -133596440.000000 Penalty: 149077.250000
Splitting cluster 14 changes total score from -133564480.000000 to -133596440.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 15 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -297169.406250 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -297169.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -294142.156250 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -294142.2 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -294759.156250 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -294759.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -294920.750000 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -294920.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -295024.718750 Penalty: 3895.195312
	Iteration 3Q: 3 clusters Score -295024.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -295094.937500 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -295094.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -295156.750000 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -295156.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -295230.156250 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -295230.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -295288.875000 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -295288.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -295396.437500 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -295396.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -295540.656250 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -295540.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -295746.687500 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -295746.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -296009.875000 Penalty: 3895.195312
	Iteration 11F: 3 clusters Score -296009.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -296375.281250 Penalty: 3895.195312
	Iteration 12F: 3 clusters Score -296375.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -296906.406250 Penalty: 3895.195312
	Iteration 13F: 3 clusters Score -296906.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -297298.968750 Penalty: 3895.195312
	Iteration 14F: 3 clusters Score -297299 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -297491.718750 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -297491.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -297553.687500 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -297553.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -297582.250000 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -297582.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -297597.781250 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -297597.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -297605.625000 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -297605.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -297617.437500 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -297617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -297620.687500 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -297620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -297621.906250 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -297621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -297621.906250 Penalty: 3895.195312
	Iteration 23F: 3 clusters Score -297621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Mstep: Class 43 contains 29943 members 
Mstep: Class 44 contains 895 members 
Entering Unmasked Estep 
Score: -133595392.000000 Penalty: 152544.156250
Splitting cluster 15 changes total score from -133564480.000000 to -133595392.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 16 (75809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Entering Unmasked Estep 
Score: -8990070.000000 Penalty: 2786.521240
	Iteration 0F: 2 clusters Score -8990070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -8939011.000000 Penalty: 5573.042480
	Iteration 0F: 3 clusters Score -8939011 nChanged 35658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -8959356.000000 Penalty: 5573.042480
	Iteration 1F: 3 clusters Score -8959356 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8960193 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8960995 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8962153 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8963945 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8966483 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -8969941.000000 Penalty: 5573.042480
	Iteration 7F: 3 clusters Score -8969941 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -8973672.000000 Penalty: 5573.042480
	Iteration 8F: 3 clusters Score -8973672 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -8977119.000000 Penalty: 5573.042480
	Iteration 9F: 3 clusters Score -8977119 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -8979935.000000 Penalty: 5573.042480
	Iteration 10Q: 3 clusters Score -8979935 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -8982325.000000 Penalty: 5573.042480
	Iteration 11Q: 3 clusters Score -8982325 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -8984254.000000 Penalty: 5573.042480
	Iteration 12Q: 3 clusters Score -8984254 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8985647 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -8986414.000000 Penalty: 5573.042480
	Iteration 14Q: 3 clusters Score -8986414 nChanged 743
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8986835 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8987089 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -8987258.000000 Penalty: 5573.042480
	Iteration 17Q: 3 clusters Score -8987258 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70980 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8987393 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8987481.000000 Penalty: 5573.042480
	Iteration 19Q: 3 clusters Score -8987481 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -8987533.000000 Penalty: 5573.042480
	Iteration 20F: 3 clusters Score -8987533 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8987624.000000 Penalty: 5573.042480
	Iteration 21Q: 3 clusters Score -8987624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8987665 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8987716.000000 Penalty: 5573.042480
	Iteration 23Q: 3 clusters Score -8987716 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8987789 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8987824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8987849.000000 Penalty: 5573.042480
	Iteration 26Q: 3 clusters Score -8987849 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8987868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8987880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8987894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8987878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8987898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8987900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8987919.000000 Penalty: 5573.042480
	Iteration 33Q: 3 clusters Score -8987919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8987909.000000 Penalty: 5573.042480
	Iteration 34Q: 3 clusters Score -8987909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -8987918.000000 Penalty: 5573.042480
	Iteration 35Q: 3 clusters Score -8987918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8987943.000000 Penalty: 5573.042480
	Iteration 36Q: 3 clusters Score -8987943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8987930.000000 Penalty: 5573.042480
	Iteration 37Q: 3 clusters Score -8987930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8987924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8987924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8987929.000000 Penalty: 5573.042480
	Iteration 40F: 3 clusters Score -8987929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8987930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8987956.000000 Penalty: 5573.042480
	Iteration 42Q: 3 clusters Score -8987956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72786 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8987942.000000 Penalty: 5573.042480
	Iteration 43Q: 3 clusters Score -8987942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8987935.000000 Penalty: 5573.042480
	Iteration 44Q: 3 clusters Score -8987935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8987942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -8987947.000000 Penalty: 5573.042480
	Iteration 46Q: 3 clusters Score -8987947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8987952.000000 Penalty: 5573.042480
	Iteration 47Q: 3 clusters Score -8987952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8987955.000000 Penalty: 5573.042480
	Iteration 48Q: 3 clusters Score -8987955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72881 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8987965.000000 Penalty: 5573.042480
	Iteration 49Q: 3 clusters Score -8987965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8987966.000000 Penalty: 5573.042480
	Iteration 50Q: 3 clusters Score -8987966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8987963.000000 Penalty: 5573.042480
	Iteration 51Q: 3 clusters Score -8987963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8987963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -8987964.000000 Penalty: 5573.042480
	Iteration 53Q: 3 clusters Score -8987964 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8987964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8987977.000000 Penalty: 5573.042480
	Iteration 55Q: 3 clusters Score -8987977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8987981.000000 Penalty: 5573.042480
	Iteration 56Q: 3 clusters Score -8987981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8987986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72951 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8987990.000000 Penalty: 5573.042480
	Iteration 58Q: 3 clusters Score -8987990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8988002.000000 Penalty: 5573.042480
	Iteration 59Q: 3 clusters Score -8988002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8988000.000000 Penalty: 5573.042480
	Iteration 60F: 3 clusters Score -8988000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8988003.000000 Penalty: 5573.042480
	Iteration 61Q: 3 clusters Score -8988003 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8987987 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8988000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8988002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8987997.000000 Penalty: 5573.042480
	Iteration 65Q: 3 clusters Score -8987997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8988003 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8987994 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8988007 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8988003 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8988010.000000 Penalty: 5573.042480
	Iteration 70Q: 3 clusters Score -8988010 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8987998 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8987999 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8988005 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8988006 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8988002 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8987991.000000 Penalty: 5573.042480
	Iteration 76Q: 3 clusters Score -8987991 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8987996 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8988006 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8988005 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8988005 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8988006 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8988004 nChanged 2
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Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8988009.000000 Penalty: 5573.042480
	Iteration 83Q: 3 clusters Score -8988009 nChanged 3
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Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8988012 nChanged 2
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Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8988002 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8988014.000000 Penalty: 5573.042480
	Iteration 86Q: 3 clusters Score -8988014 nChanged 3
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Mstep: Class 1 contains 73111 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8988013 nChanged 2
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Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8988018 nChanged 3
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Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8988020 nChanged 3
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Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8988031.000000 Penalty: 5573.042480
	Iteration 90Q: 3 clusters Score -8988031 nChanged 6
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Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8988026.000000 Penalty: 5573.042480
	Iteration 91Q: 3 clusters Score -8988026 nChanged 7
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Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8988024 nChanged 6
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Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8988026 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8988014.000000 Penalty: 5573.042480
	Iteration 94Q: 3 clusters Score -8988014 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8988016.000000 Penalty: 5573.042480
	Iteration 95Q: 3 clusters Score -8988016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8988029.000000 Penalty: 5573.042480
	Iteration 96Q: 3 clusters Score -8988029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8988031.000000 Penalty: 5573.042480
	Iteration 97Q: 3 clusters Score -8988031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8988027.000000 Penalty: 5573.042480
	Iteration 98Q: 3 clusters Score -8988027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8988035.000000 Penalty: 5573.042480
	Iteration 99Q: 3 clusters Score -8988035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8988033.000000 Penalty: 5573.042480
	Iteration 100F: 3 clusters Score -8988033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8988033.000000 Penalty: 5573.042480
	Iteration 101Q: 3 clusters Score -8988033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73189 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8988041.000000 Penalty: 5573.042480
	Iteration 102Q: 3 clusters Score -8988041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8988038.000000 Penalty: 5573.042480
	Iteration 103Q: 3 clusters Score -8988038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8988045.000000 Penalty: 5573.042480
	Iteration 104Q: 3 clusters Score -8988045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8988057.000000 Penalty: 5573.042480
	Iteration 105Q: 3 clusters Score -8988057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -8988057.000000 Penalty: 5573.042480
	Iteration 106Q: 3 clusters Score -8988057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8988051.000000 Penalty: 5573.042480
	Iteration 107Q: 3 clusters Score -8988051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8988060.000000 Penalty: 5573.042480
	Iteration 108Q: 3 clusters Score -8988060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73214 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8988047.000000 Penalty: 5573.042480
	Iteration 109Q: 3 clusters Score -8988047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8988050.000000 Penalty: 5573.042480
	Iteration 110Q: 3 clusters Score -8988050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8988051.000000 Penalty: 5573.042480
	Iteration 111Q: 3 clusters Score -8988051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8988051.000000 Penalty: 5573.042480
	Iteration 112F: 3 clusters Score -8988051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Entering Unmasked Estep 
Score: -5318157.500000 Penalty: 2665.030029
	Iteration 0F: 2 clusters Score -5318158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5286822.000000 Penalty: 5330.060059
	Iteration 0F: 3 clusters Score -5286822 nChanged 21443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5298710.500000 Penalty: 5330.060059
	Iteration 1F: 3 clusters Score -5298710 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -5299577.500000 Penalty: 5330.060059
	Iteration 2Q: 3 clusters Score -5299578 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -5300585.000000 Penalty: 5330.060059
	Iteration 3Q: 3 clusters Score -5300585 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -5301901.000000 Penalty: 5330.060059
	Iteration 4F: 3 clusters Score -5301901 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -5303431.500000 Penalty: 5330.060059
	Iteration 5F: 3 clusters Score -5303432 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -5305260.500000 Penalty: 5330.060059
	Iteration 6F: 3 clusters Score -5305260 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -5307531.000000 Penalty: 5330.060059
	Iteration 7F: 3 clusters Score -5307531 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5309933.000000 Penalty: 5330.060059
	Iteration 8F: 3 clusters Score -5309933 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -5311849.000000 Penalty: 5330.060059
	Iteration 9F: 3 clusters Score -5311849 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -5313275.000000 Penalty: 5330.060059
	Iteration 10Q: 3 clusters Score -5313275 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -5314393.000000 Penalty: 5330.060059
	Iteration 11Q: 3 clusters Score -5314393 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5315335.000000 Penalty: 5330.060059
	Iteration 12Q: 3 clusters Score -5315335 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5315990.000000 Penalty: 5330.060059
	Iteration 13Q: 3 clusters Score -5315990 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5316353.000000 Penalty: 5330.060059
	Iteration 14Q: 3 clusters Score -5316353 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5316611.000000 Penalty: 5330.060059
	Iteration 15Q: 3 clusters Score -5316611 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5316768.000000 Penalty: 5330.060059
	Iteration 16Q: 3 clusters Score -5316768 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -5316871.000000 Penalty: 5330.060059
	Iteration 17Q: 3 clusters Score -5316871 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -5316974.500000 Penalty: 5330.060059
	Iteration 18Q: 3 clusters Score -5316974 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -5317023.000000 Penalty: 5330.060059
	Iteration 19Q: 3 clusters Score -5317023 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5317065.000000 Penalty: 5330.060059
	Iteration 20F: 3 clusters Score -5317065 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5317113.500000 Penalty: 5330.060059
	Iteration 21Q: 3 clusters Score -5317114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5317130.000000 Penalty: 5330.060059
	Iteration 22Q: 3 clusters Score -5317130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -5317176.500000 Penalty: 5330.060059
	Iteration 23Q: 3 clusters Score -5317176 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -5317203.500000 Penalty: 5330.060059
	Iteration 24Q: 3 clusters Score -5317204 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -5317233.500000 Penalty: 5330.060059
	Iteration 25Q: 3 clusters Score -5317234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -5317245.000000 Penalty: 5330.060059
	Iteration 26Q: 3 clusters Score -5317245 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -5317246.500000 Penalty: 5330.060059
	Iteration 27Q: 3 clusters Score -5317246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5317258.500000 Penalty: 5330.060059
	Iteration 28Q: 3 clusters Score -5317258 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5317262.000000 Penalty: 5330.060059
	Iteration 29Q: 3 clusters Score -5317262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5317276.500000 Penalty: 5330.060059
	Iteration 30Q: 3 clusters Score -5317276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -5317293.500000 Penalty: 5330.060059
	Iteration 31Q: 3 clusters Score -5317294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5317307.000000 Penalty: 5330.060059
	Iteration 32Q: 3 clusters Score -5317307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -5317311.000000 Penalty: 5330.060059
	Iteration 33Q: 3 clusters Score -5317311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5317319.000000 Penalty: 5330.060059
	Iteration 34Q: 3 clusters Score -5317319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -5317333.500000 Penalty: 5330.060059
	Iteration 35Q: 3 clusters Score -5317334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -5317343.500000 Penalty: 5330.060059
	Iteration 36Q: 3 clusters Score -5317344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -5317343.000000 Penalty: 5330.060059
	Iteration 37Q: 3 clusters Score -5317343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5317356.000000 Penalty: 5330.060059
	Iteration 38Q: 3 clusters Score -5317356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5317366.000000 Penalty: 5330.060059
	Iteration 39Q: 3 clusters Score -5317366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5317364.500000 Penalty: 5330.060059
	Iteration 40F: 3 clusters Score -5317364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5317367.000000 Penalty: 5330.060059
	Iteration 41Q: 3 clusters Score -5317367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5317371.500000 Penalty: 5330.060059
	Iteration 42Q: 3 clusters Score -5317372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -5317386.000000 Penalty: 5330.060059
	Iteration 43Q: 3 clusters Score -5317386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -5317390.000000 Penalty: 5330.060059
	Iteration 44Q: 3 clusters Score -5317390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -5317387.500000 Penalty: 5330.060059
	Iteration 45Q: 3 clusters Score -5317388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5317401.000000 Penalty: 5330.060059
	Iteration 46Q: 3 clusters Score -5317401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5317405.500000 Penalty: 5330.060059
	Iteration 47Q: 3 clusters Score -5317406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5317405.000000 Penalty: 5330.060059
	Iteration 48Q: 3 clusters Score -5317405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5317404.000000 Penalty: 5330.060059
	Iteration 49Q: 3 clusters Score -5317404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -5317402.000000 Penalty: 5330.060059
	Iteration 50Q: 3 clusters Score -5317402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5317393.000000 Penalty: 5330.060059
	Iteration 51Q: 3 clusters Score -5317393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5317398.500000 Penalty: 5330.060059
	Iteration 52Q: 3 clusters Score -5317398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -5317406.500000 Penalty: 5330.060059
	Iteration 53Q: 3 clusters Score -5317406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -5317414.000000 Penalty: 5330.060059
	Iteration 54Q: 3 clusters Score -5317414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -5317416.500000 Penalty: 5330.060059
	Iteration 55Q: 3 clusters Score -5317416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5317416.000000 Penalty: 5330.060059
	Iteration 56Q: 3 clusters Score -5317416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -5317419.500000 Penalty: 5330.060059
	Iteration 57Q: 3 clusters Score -5317420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -5317416.500000 Penalty: 5330.060059
	Iteration 58Q: 3 clusters Score -5317416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -5317417.500000 Penalty: 5330.060059
	Iteration 59Q: 3 clusters Score -5317418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5317413.000000 Penalty: 5330.060059
	Iteration 60F: 3 clusters Score -5317413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5317413.500000 Penalty: 5330.060059
	Iteration 61Q: 3 clusters Score -5317414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -5317409.500000 Penalty: 5330.060059
	Iteration 62Q: 3 clusters Score -5317410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -5317415.500000 Penalty: 5330.060059
	Iteration 63Q: 3 clusters Score -5317416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -5317416.500000 Penalty: 5330.060059
	Iteration 64Q: 3 clusters Score -5317416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5317417.000000 Penalty: 5330.060059
	Iteration 65Q: 3 clusters Score -5317417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -5317412.500000 Penalty: 5330.060059
	Iteration 66Q: 3 clusters Score -5317412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -5317416.000000 Penalty: 5330.060059
	Iteration 67Q: 3 clusters Score -5317416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -5317416.500000 Penalty: 5330.060059
	Iteration 68Q: 3 clusters Score -5317416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -5317416.500000 Penalty: 5330.060059
	Iteration 69F: 3 clusters Score -5317416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Entering Unmasked Estep 
Score: -5738546.500000 Penalty: 2700.010010
	Iteration 0F: 2 clusters Score -5738546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -5702394.000000 Penalty: 5400.020020
	Iteration 0F: 3 clusters Score -5702394 nChanged 24866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5716858.500000 Penalty: 5400.020020
	Iteration 1F: 3 clusters Score -5716858 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5717824.500000 Penalty: 5400.020020
	Iteration 2Q: 3 clusters Score -5717824 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -5718916.000000 Penalty: 5400.020020
	Iteration 3Q: 3 clusters Score -5718916 nChanged 2706
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5720457 nChanged 3146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5722566 nChanged 3339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5724895 nChanged 3177
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Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5727271 nChanged 2972
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Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5729414 nChanged 2624
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Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5731348 nChanged 2279
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Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5732992 nChanged 1781
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Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5734187 nChanged 1413
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Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5734994 nChanged 1059
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Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5735536 nChanged 774
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Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5735890 nChanged 586
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Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5736094 nChanged 473
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Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5736280 nChanged 400
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Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5736416 nChanged 313
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Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5736504 nChanged 282
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Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5736604 nChanged 240
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Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5736656 nChanged 198
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Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5736709 nChanged 209
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Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5736768 nChanged 170
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Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5736798 nChanged 150
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Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5736831 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5736862 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5736868 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5736881 nChanged 85
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Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5736922 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5736931 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5736954 nChanged 59
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Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5736971 nChanged 66
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Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5736992 nChanged 61
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Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5737007 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5737014 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5737024 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5737036 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5737050 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5737084 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5737080 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5737101 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5737106 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5737115 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5737119 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5737130 nChanged 29
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Mstep: Class 1 contains 3053 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5737123 nChanged 18
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Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5737128 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5737134 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5737133 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -5737139.500000 Penalty: 5400.020020
	Iteration 49Q: 3 clusters Score -5737140 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5737139 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5737147 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5737139 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5737149 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5737144 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5737150 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5737148 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5737157 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5737148 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -5737152.000000 Penalty: 5400.020020
	Iteration 59Q: 3 clusters Score -5737152 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -5737159.000000 Penalty: 5400.020020
	Iteration 60F: 3 clusters Score -5737159 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2965 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5737160 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5737160 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2967 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5737156 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2965 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5737152 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -5737150.500000 Penalty: 5400.020020
	Iteration 65Q: 3 clusters Score -5737150 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -5737151.500000 Penalty: 5400.020020
	Iteration 66Q: 3 clusters Score -5737152 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5737152 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5737156 nChanged 7
Entering Unmasked Mstep 
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	Iteration 69Q: 3 clusters Score -5737158 nChanged 1
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	Iteration 70Q: 3 clusters Score -5737156 nChanged 1
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	Iteration 71Q: 3 clusters Score -5737156 nChanged 1
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	Iteration 72Q: 3 clusters Score -5737158 nChanged 1
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	Iteration 73Q: 3 clusters Score -5737154 nChanged 1
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Mstep: Class 1 contains 2948 members 
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	Iteration 74Q: 3 clusters Score -5737160 nChanged 1
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Mstep: Class 1 contains 2947 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5737154 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2946 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5737157 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2942 members 
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	Iteration 77Q: 3 clusters Score -5737158 nChanged 4
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	Iteration 78Q: 3 clusters Score -5737158 nChanged 8
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Mstep: Class 1 contains 2944 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5737158 nChanged 6
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	Iteration 80F: 3 clusters Score -5737160 nChanged 6
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Mstep: Class 1 contains 2938 members 
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	Iteration 81Q: 3 clusters Score -5737160 nChanged 5
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	Iteration 82Q: 3 clusters Score -5737160 nChanged 6
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	Iteration 83Q: 3 clusters Score -5737158 nChanged 11
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5737168 nChanged 12
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Mstep: Class 1 contains 2924 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5737172 nChanged 6
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Mstep: Class 1 contains 2918 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5737172 nChanged 3
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	Iteration 87Q: 3 clusters Score -5737175 nChanged 4
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	Iteration 88Q: 3 clusters Score -5737175 nChanged 6
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5737166 nChanged 4
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	Iteration 90Q: 3 clusters Score -5737166 nChanged 5
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	Iteration 91Q: 3 clusters Score -5737166 nChanged 2
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5737164 nChanged 2
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5737168 nChanged 1
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	Iteration 94Q: 3 clusters Score -5737166 nChanged 1
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	Iteration 95Q: 3 clusters Score -5737163 nChanged 0
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	Iteration 96F: 3 clusters Score -5737163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9347 members 
Entering Unmasked Estep 
Score: -1053881.500000 Penalty: 2267.416992
	Iteration 0F: 2 clusters Score -1053882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1046626.375000 Penalty: 4534.833984
	Iteration 0F: 3 clusters Score -1046626 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1048856.125000 Penalty: 4534.833984
	Iteration 1F: 3 clusters Score -1048856 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1049426.250000 Penalty: 4534.833984
	Iteration 2F: 3 clusters Score -1049426 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1050043.625000 Penalty: 4534.833984
	Iteration 3F: 3 clusters Score -1050044 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1050784.375000 Penalty: 4534.833984
	Iteration 4F: 3 clusters Score -1050784 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1051580.250000 Penalty: 4534.833984
	Iteration 5F: 3 clusters Score -1051580 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1052222.500000 Penalty: 4534.833984
	Iteration 6F: 3 clusters Score -1052222 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1052763.500000 Penalty: 4534.833984
	Iteration 7F: 3 clusters Score -1052764 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1053296.375000 Penalty: 4534.833984
	Iteration 8Q: 3 clusters Score -1053296 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1053816.375000 Penalty: 4534.833984
	Iteration 9Q: 3 clusters Score -1053816 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1054261.625000 Penalty: 4534.833984
	Iteration 10Q: 3 clusters Score -1054262 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1054655.125000 Penalty: 4534.833984
	Iteration 11Q: 3 clusters Score -1054655 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1055015.625000 Penalty: 4534.833984
	Iteration 12Q: 3 clusters Score -1055016 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1055288.875000 Penalty: 4534.833984
	Iteration 13Q: 3 clusters Score -1055289 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1055476.000000 Penalty: 4534.833984
	Iteration 14Q: 3 clusters Score -1055476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1055548.875000 Penalty: 4534.833984
	Iteration 15Q: 3 clusters Score -1055549 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1055584.250000 Penalty: 4534.833984
	Iteration 16Q: 3 clusters Score -1055584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1055600.750000 Penalty: 4534.833984
	Iteration 17Q: 3 clusters Score -1055601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1055616.250000 Penalty: 4534.833984
	Iteration 18Q: 3 clusters Score -1055616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1055624.375000 Penalty: 4534.833984
	Iteration 19Q: 3 clusters Score -1055624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1055631.625000 Penalty: 4534.833984
	Iteration 20F: 3 clusters Score -1055632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1055640.625000 Penalty: 4534.833984
	Iteration 21Q: 3 clusters Score -1055641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1055644.625000 Penalty: 4534.833984
	Iteration 22Q: 3 clusters Score -1055645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1055648.750000 Penalty: 4534.833984
	Iteration 23Q: 3 clusters Score -1055649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1055650.250000 Penalty: 4534.833984
	Iteration 24Q: 3 clusters Score -1055650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1055654.625000 Penalty: 4534.833984
	Iteration 25Q: 3 clusters Score -1055655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1055653.875000 Penalty: 4534.833984
	Iteration 26Q: 3 clusters Score -1055654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1055654.875000 Penalty: 4534.833984
	Iteration 27Q: 3 clusters Score -1055655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1055652.375000 Penalty: 4534.833984
	Iteration 28Q: 3 clusters Score -1055652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1055652.375000 Penalty: 4534.833984
	Iteration 29F: 3 clusters Score -1055652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Mstep: Class 43 contains 29943 members 
Mstep: Class 44 contains 895 members 
Mstep: Class 45 contains 5757 members 
Entering Unmasked Estep 
Score: -133596080.000000 Penalty: 156011.062500
Splitting cluster 19 changes total score from -133564480.000000 to -133596080.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 20 (21611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Entering Unmasked Estep 
Score: -2488244.000000 Penalty: 2475.277588
	Iteration 0F: 2 clusters Score -2488244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2473196.500000 Penalty: 4950.555176
	Iteration 0F: 3 clusters Score -2473196 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2478672.250000 Penalty: 4950.555176
	Iteration 1F: 3 clusters Score -2478672 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2479355.000000 Penalty: 4950.555176
	Iteration 2F: 3 clusters Score -2479355 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2479926.500000 Penalty: 4950.555176
	Iteration 3F: 3 clusters Score -2479926 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2480418.250000 Penalty: 4950.555176
	Iteration 4F: 3 clusters Score -2480418 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2480853.500000 Penalty: 4950.555176
	Iteration 5Q: 3 clusters Score -2480854 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2481389.250000 Penalty: 4950.555176
	Iteration 6Q: 3 clusters Score -2481389 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2482060.250000 Penalty: 4950.555176
	Iteration 7Q: 3 clusters Score -2482060 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2482838.750000 Penalty: 4950.555176
	Iteration 8F: 3 clusters Score -2482839 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2483644.500000 Penalty: 4950.555176
	Iteration 9Q: 3 clusters Score -2483644 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2484349.500000 Penalty: 4950.555176
	Iteration 10Q: 3 clusters Score -2484350 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2484835.500000 Penalty: 4950.555176
	Iteration 11Q: 3 clusters Score -2484836 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2485130.750000 Penalty: 4950.555176
	Iteration 12Q: 3 clusters Score -2485131 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2485344.000000 Penalty: 4950.555176
	Iteration 13Q: 3 clusters Score -2485344 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2485495.750000 Penalty: 4950.555176
	Iteration 14Q: 3 clusters Score -2485496 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2485606.750000 Penalty: 4950.555176
	Iteration 15Q: 3 clusters Score -2485607 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2485692.500000 Penalty: 4950.555176
	Iteration 16Q: 3 clusters Score -2485692 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2485746.250000 Penalty: 4950.555176
	Iteration 17Q: 3 clusters Score -2485746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2485813.250000 Penalty: 4950.555176
	Iteration 18Q: 3 clusters Score -2485813 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2485870.500000 Penalty: 4950.555176
	Iteration 19Q: 3 clusters Score -2485870 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2485933.750000 Penalty: 4950.555176
	Iteration 20F: 3 clusters Score -2485934 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2486003.000000 Penalty: 4950.555176
	Iteration 21Q: 3 clusters Score -2486003 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2486050.250000 Penalty: 4950.555176
	Iteration 22Q: 3 clusters Score -2486050 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2486096.750000 Penalty: 4950.555176
	Iteration 23Q: 3 clusters Score -2486097 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2486142.500000 Penalty: 4950.555176
	Iteration 24Q: 3 clusters Score -2486142 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2486170.750000 Penalty: 4950.555176
	Iteration 25Q: 3 clusters Score -2486171 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2486205.250000 Penalty: 4950.555176
	Iteration 26Q: 3 clusters Score -2486205 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2486241.250000 Penalty: 4950.555176
	Iteration 27Q: 3 clusters Score -2486241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2486252.250000 Penalty: 4950.555176
	Iteration 28Q: 3 clusters Score -2486252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2486282.000000 Penalty: 4950.555176
	Iteration 29Q: 3 clusters Score -2486282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2486292.750000 Penalty: 4950.555176
	Iteration 30Q: 3 clusters Score -2486293 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2486305.750000 Penalty: 4950.555176
	Iteration 31Q: 3 clusters Score -2486306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2486315.250000 Penalty: 4950.555176
	Iteration 32Q: 3 clusters Score -2486315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2486328.000000 Penalty: 4950.555176
	Iteration 33Q: 3 clusters Score -2486328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2486333.500000 Penalty: 4950.555176
	Iteration 34Q: 3 clusters Score -2486334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2486342.750000 Penalty: 4950.555176
	Iteration 35Q: 3 clusters Score -2486343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2486347.500000 Penalty: 4950.555176
	Iteration 36Q: 3 clusters Score -2486348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2486361.750000 Penalty: 4950.555176
	Iteration 37Q: 3 clusters Score -2486362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2486372.750000 Penalty: 4950.555176
	Iteration 38Q: 3 clusters Score -2486373 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2486379.750000 Penalty: 4950.555176
	Iteration 39Q: 3 clusters Score -2486380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2486388.000000 Penalty: 4950.555176
	Iteration 40F: 3 clusters Score -2486388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2486406.000000 Penalty: 4950.555176
	Iteration 41Q: 3 clusters Score -2486406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2486413.500000 Penalty: 4950.555176
	Iteration 42Q: 3 clusters Score -2486414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2486419.250000 Penalty: 4950.555176
	Iteration 43Q: 3 clusters Score -2486419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2486430.250000 Penalty: 4950.555176
	Iteration 44Q: 3 clusters Score -2486430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2486443.000000 Penalty: 4950.555176
	Iteration 45Q: 3 clusters Score -2486443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2486450.500000 Penalty: 4950.555176
	Iteration 46Q: 3 clusters Score -2486450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2486447.250000 Penalty: 4950.555176
	Iteration 47Q: 3 clusters Score -2486447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2486453.500000 Penalty: 4950.555176
	Iteration 48Q: 3 clusters Score -2486454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2486455.000000 Penalty: 4950.555176
	Iteration 49Q: 3 clusters Score -2486455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2486461.250000 Penalty: 4950.555176
	Iteration 50Q: 3 clusters Score -2486461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2486470.500000 Penalty: 4950.555176
	Iteration 51Q: 3 clusters Score -2486470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2486474.250000 Penalty: 4950.555176
	Iteration 52Q: 3 clusters Score -2486474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2486477.250000 Penalty: 4950.555176
	Iteration 53Q: 3 clusters Score -2486477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2486484.250000 Penalty: 4950.555176
	Iteration 54Q: 3 clusters Score -2486484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2486493.750000 Penalty: 4950.555176
	Iteration 55Q: 3 clusters Score -2486494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2486497.250000 Penalty: 4950.555176
	Iteration 56Q: 3 clusters Score -2486497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2486505.500000 Penalty: 4950.555176
	Iteration 57Q: 3 clusters Score -2486506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2486501.500000 Penalty: 4950.555176
	Iteration 58Q: 3 clusters Score -2486502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2486506.000000 Penalty: 4950.555176
	Iteration 59Q: 3 clusters Score -2486506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2486512.000000 Penalty: 4950.555176
	Iteration 60F: 3 clusters Score -2486512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2486515.250000 Penalty: 4950.555176
	Iteration 61Q: 3 clusters Score -2486515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2486517.750000 Penalty: 4950.555176
	Iteration 62Q: 3 clusters Score -2486518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2486517.000000 Penalty: 4950.555176
	Iteration 63Q: 3 clusters Score -2486517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2486515.500000 Penalty: 4950.555176
	Iteration 64Q: 3 clusters Score -2486516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2486515.750000 Penalty: 4950.555176
	Iteration 65Q: 3 clusters Score -2486516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2486517.000000 Penalty: 4950.555176
	Iteration 66Q: 3 clusters Score -2486517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2486518.250000 Penalty: 4950.555176
	Iteration 67Q: 3 clusters Score -2486518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2486514.500000 Penalty: 4950.555176
	Iteration 68Q: 3 clusters Score -2486514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2486517.500000 Penalty: 4950.555176
	Iteration 69Q: 3 clusters Score -2486518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2486521.500000 Penalty: 4950.555176
	Iteration 70Q: 3 clusters Score -2486522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2486522.250000 Penalty: 4950.555176
	Iteration 71Q: 3 clusters Score -2486522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2486521.500000 Penalty: 4950.555176
	Iteration 72Q: 3 clusters Score -2486522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2486523.750000 Penalty: 4950.555176
	Iteration 73Q: 3 clusters Score -2486524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2486524.000000 Penalty: 4950.555176
	Iteration 74Q: 3 clusters Score -2486524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2486527.500000 Penalty: 4950.555176
	Iteration 75Q: 3 clusters Score -2486528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2486526.500000 Penalty: 4950.555176
	Iteration 76Q: 3 clusters Score -2486526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2486528.250000 Penalty: 4950.555176
	Iteration 77Q: 3 clusters Score -2486528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2486528.500000 Penalty: 4950.555176
	Iteration 78Q: 3 clusters Score -2486528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2486528.500000 Penalty: 4950.555176
	Iteration 79Q: 3 clusters Score -2486528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2486529.500000 Penalty: 4950.555176
	Iteration 80F: 3 clusters Score -2486530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Entering Unmasked Estep 
Score: -2884717.750000 Penalty: 2511.295410
	Iteration 0F: 2 clusters Score -2884718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2867600.500000 Penalty: 5022.590820
	Iteration 0F: 3 clusters Score -2867600 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2875001.500000 Penalty: 5022.590820
	Iteration 1F: 3 clusters Score -2875002 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2877146.000000 Penalty: 5022.590820
	Iteration 2F: 3 clusters Score -2877146 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2879562.500000 Penalty: 5022.590820
	Iteration 3F: 3 clusters Score -2879562 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2881738.250000 Penalty: 5022.590820
	Iteration 4F: 3 clusters Score -2881738 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2883262.000000 Penalty: 5022.590820
	Iteration 5F: 3 clusters Score -2883262 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2884160.250000 Penalty: 5022.590820
	Iteration 6Q: 3 clusters Score -2884160 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2884657.500000 Penalty: 5022.590820
	Iteration 7Q: 3 clusters Score -2884658 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2885022.750000 Penalty: 5022.590820
	Iteration 8Q: 3 clusters Score -2885023 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2885440.250000 Penalty: 5022.590820
	Iteration 9Q: 3 clusters Score -2885440 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2886239.750000 Penalty: 5022.590820
	Iteration 10Q: 3 clusters Score -2886240 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2886877.750000 Penalty: 5022.590820
	Iteration 11Q: 3 clusters Score -2886878 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2887057.250000 Penalty: 5022.590820
	Iteration 12Q: 3 clusters Score -2887057 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2887113.500000 Penalty: 5022.590820
	Iteration 13Q: 3 clusters Score -2887114 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2887132.000000 Penalty: 5022.590820
	Iteration 14Q: 3 clusters Score -2887132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2887139.750000 Penalty: 5022.590820
	Iteration 15Q: 3 clusters Score -2887140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2887134.750000 Penalty: 5022.590820
	Iteration 16Q: 3 clusters Score -2887135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2887139.500000 Penalty: 5022.590820
	Iteration 17Q: 3 clusters Score -2887140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2887140.250000 Penalty: 5022.590820
	Iteration 18Q: 3 clusters Score -2887140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2887144.750000 Penalty: 5022.590820
	Iteration 19Q: 3 clusters Score -2887145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2887144.750000 Penalty: 5022.590820
	Iteration 20F: 3 clusters Score -2887145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2887147.250000 Penalty: 5022.590820
	Iteration 21Q: 3 clusters Score -2887147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2887143.250000 Penalty: 5022.590820
	Iteration 22Q: 3 clusters Score -2887143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2887143.250000 Penalty: 5022.590820
	Iteration 23F: 3 clusters Score -2887143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Mstep: Class 43 contains 29943 members 
Mstep: Class 44 contains 895 members 
Mstep: Class 45 contains 5757 members 
Mstep: Class 46 contains 4609 members 
Entering Unmasked Estep 
Score: -133597968.000000 Penalty: 159477.984375
Splitting cluster 21 changes total score from -133564480.000000 to -133597968.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 22 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -761636.000000 Penalty: 2172.242188
	Iteration 0F: 2 clusters Score -761636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -756212.500000 Penalty: 4344.484375
	Iteration 0F: 3 clusters Score -756212.5 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -757591.187500 Penalty: 4344.484375
	Iteration 1F: 3 clusters Score -757591.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -757800.437500 Penalty: 4344.484375
	Iteration 2F: 3 clusters Score -757800.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -757941.875000 Penalty: 4344.484375
	Iteration 3Q: 3 clusters Score -757941.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -758045.937500 Penalty: 4344.484375
	Iteration 4Q: 3 clusters Score -758045.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -758141.250000 Penalty: 4344.484375
	Iteration 5Q: 3 clusters Score -758141.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -758256.000000 Penalty: 4344.484375
	Iteration 6Q: 3 clusters Score -758256 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -758365.937500 Penalty: 4344.484375
	Iteration 7Q: 3 clusters Score -758365.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -758466.062500 Penalty: 4344.484375
	Iteration 8Q: 3 clusters Score -758466.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -758549.875000 Penalty: 4344.484375
	Iteration 9Q: 3 clusters Score -758549.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -758648.750000 Penalty: 4344.484375
	Iteration 10Q: 3 clusters Score -758648.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -758771.437500 Penalty: 4344.484375
	Iteration 11Q: 3 clusters Score -758771.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -758899.437500 Penalty: 4344.484375
	Iteration 12Q: 3 clusters Score -758899.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -759043.312500 Penalty: 4344.484375
	Iteration 13Q: 3 clusters Score -759043.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -759177.250000 Penalty: 4344.484375
	Iteration 14Q: 3 clusters Score -759177.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -759294.000000 Penalty: 4344.484375
	Iteration 15Q: 3 clusters Score -759294 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -759387.125000 Penalty: 4344.484375
	Iteration 16Q: 3 clusters Score -759387.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -759466.625000 Penalty: 4344.484375
	Iteration 17Q: 3 clusters Score -759466.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -759524.875000 Penalty: 4344.484375
	Iteration 18Q: 3 clusters Score -759524.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -759574.437500 Penalty: 4344.484375
	Iteration 19Q: 3 clusters Score -759574.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -759625.125000 Penalty: 4344.484375
	Iteration 20F: 3 clusters Score -759625.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -759678.375000 Penalty: 4344.484375
	Iteration 21Q: 3 clusters Score -759678.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -759714.437500 Penalty: 4344.484375
	Iteration 22Q: 3 clusters Score -759714.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -759741.125000 Penalty: 4344.484375
	Iteration 23Q: 3 clusters Score -759741.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -759759.812500 Penalty: 4344.484375
	Iteration 24Q: 3 clusters Score -759759.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -759778.625000 Penalty: 4344.484375
	Iteration 25Q: 3 clusters Score -759778.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -759784.375000 Penalty: 4344.484375
	Iteration 26Q: 3 clusters Score -759784.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -759791.937500 Penalty: 4344.484375
	Iteration 27Q: 3 clusters Score -759791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -759798.937500 Penalty: 4344.484375
	Iteration 28Q: 3 clusters Score -759798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -759801.937500 Penalty: 4344.484375
	Iteration 29Q: 3 clusters Score -759801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -759804.562500 Penalty: 4344.484375
	Iteration 30Q: 3 clusters Score -759804.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -759805.187500 Penalty: 4344.484375
	Iteration 31Q: 3 clusters Score -759805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -759805.187500 Penalty: 4344.484375
	Iteration 32Q: 3 clusters Score -759805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -759805.187500 Penalty: 4344.484375
	Iteration 33F: 3 clusters Score -759805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -97523.187500 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -97523.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -95657.960938 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -95657.96 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96134.531250 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -96134.53 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96532.484375 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -96532.48 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97225.609375 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -97225.61 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -98193.406250 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -98193.41 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -98849.265625 Penalty: 3444.745361
	Iteration 5F: 3 clusters Score -98849.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99119.085938 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -99119.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -99206.625000 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -99206.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99233.359375 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -99233.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99245.289062 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -99245.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99263.757812 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -99263.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99279.796875 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -99279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99282.218750 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -99282.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99282.218750 Penalty: 3444.745361
	Iteration 13F: 3 clusters Score -99282.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 400 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Mstep: Class 43 contains 29943 members 
Mstep: Class 44 contains 895 members 
Mstep: Class 45 contains 5757 members 
Mstep: Class 46 contains 4609 members 
Mstep: Class 47 contains 638 members 
Entering Unmasked Estep 
Score: -133598136.000000 Penalty: 162944.890625
Splitting cluster 23 changes total score from -133564480.000000 to -133598136.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 24 (17326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Entering Unmasked Estep 
Score: -2049166.750000 Penalty: 2420.471191
	Iteration 0F: 2 clusters Score -2049167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2036837.125000 Penalty: 4840.942383
	Iteration 0F: 3 clusters Score -2036837 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2040916.500000 Penalty: 4840.942383
	Iteration 1F: 3 clusters Score -2040916 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2041321.125000 Penalty: 4840.942383
	Iteration 2F: 3 clusters Score -2041321 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2041671.875000 Penalty: 4840.942383
	Iteration 3Q: 3 clusters Score -2041672 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2042084.125000 Penalty: 4840.942383
	Iteration 4Q: 3 clusters Score -2042084 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2042596.000000 Penalty: 4840.942383
	Iteration 5Q: 3 clusters Score -2042596 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2043214.000000 Penalty: 4840.942383
	Iteration 6F: 3 clusters Score -2043214 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2043830.375000 Penalty: 4840.942383
	Iteration 7F: 3 clusters Score -2043830 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2044446.500000 Penalty: 4840.942383
	Iteration 8F: 3 clusters Score -2044446 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2044989.500000 Penalty: 4840.942383
	Iteration 9F: 3 clusters Score -2044990 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2045422.625000 Penalty: 4840.942383
	Iteration 10Q: 3 clusters Score -2045423 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2045784.750000 Penalty: 4840.942383
	Iteration 11Q: 3 clusters Score -2045785 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2046110.375000 Penalty: 4840.942383
	Iteration 12Q: 3 clusters Score -2046110 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2046346.125000 Penalty: 4840.942383
	Iteration 13Q: 3 clusters Score -2046346 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2046554.250000 Penalty: 4840.942383
	Iteration 14Q: 3 clusters Score -2046554 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2046707.125000 Penalty: 4840.942383
	Iteration 15Q: 3 clusters Score -2046707 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2046838.000000 Penalty: 4840.942383
	Iteration 16Q: 3 clusters Score -2046838 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2046928.250000 Penalty: 4840.942383
	Iteration 17Q: 3 clusters Score -2046928 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2047000.250000 Penalty: 4840.942383
	Iteration 18Q: 3 clusters Score -2047000 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2047058.250000 Penalty: 4840.942383
	Iteration 19Q: 3 clusters Score -2047058 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2047114.125000 Penalty: 4840.942383
	Iteration 20F: 3 clusters Score -2047114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2047166.625000 Penalty: 4840.942383
	Iteration 21Q: 3 clusters Score -2047167 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2047200.500000 Penalty: 4840.942383
	Iteration 22Q: 3 clusters Score -2047200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2047251.500000 Penalty: 4840.942383
	Iteration 23Q: 3 clusters Score -2047252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2047287.000000 Penalty: 4840.942383
	Iteration 24Q: 3 clusters Score -2047287 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2047314.750000 Penalty: 4840.942383
	Iteration 25Q: 3 clusters Score -2047315 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2047344.375000 Penalty: 4840.942383
	Iteration 26Q: 3 clusters Score -2047344 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2047371.875000 Penalty: 4840.942383
	Iteration 27Q: 3 clusters Score -2047372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2047401.250000 Penalty: 4840.942383
	Iteration 28Q: 3 clusters Score -2047401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2047416.250000 Penalty: 4840.942383
	Iteration 29Q: 3 clusters Score -2047416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2047431.625000 Penalty: 4840.942383
	Iteration 30Q: 3 clusters Score -2047432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2047438.625000 Penalty: 4840.942383
	Iteration 31Q: 3 clusters Score -2047439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2047449.500000 Penalty: 4840.942383
	Iteration 32Q: 3 clusters Score -2047450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2047461.125000 Penalty: 4840.942383
	Iteration 33Q: 3 clusters Score -2047461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2047468.000000 Penalty: 4840.942383
	Iteration 34Q: 3 clusters Score -2047468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2047467.875000 Penalty: 4840.942383
	Iteration 35Q: 3 clusters Score -2047468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2047471.375000 Penalty: 4840.942383
	Iteration 36Q: 3 clusters Score -2047471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2047471.625000 Penalty: 4840.942383
	Iteration 37Q: 3 clusters Score -2047472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2047471.875000 Penalty: 4840.942383
	Iteration 38Q: 3 clusters Score -2047472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2047476.750000 Penalty: 4840.942383
	Iteration 39Q: 3 clusters Score -2047477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2047477.125000 Penalty: 4840.942383
	Iteration 40F: 3 clusters Score -2047477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2047484.375000 Penalty: 4840.942383
	Iteration 41Q: 3 clusters Score -2047484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2047478.750000 Penalty: 4840.942383
	Iteration 42Q: 3 clusters Score -2047479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2047482.750000 Penalty: 4840.942383
	Iteration 43Q: 3 clusters Score -2047483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2047488.750000 Penalty: 4840.942383
	Iteration 44Q: 3 clusters Score -2047489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2047492.875000 Penalty: 4840.942383
	Iteration 45Q: 3 clusters Score -2047493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2047495.625000 Penalty: 4840.942383
	Iteration 46Q: 3 clusters Score -2047496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2047500.125000 Penalty: 4840.942383
	Iteration 47Q: 3 clusters Score -2047500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2047505.000000 Penalty: 4840.942383
	Iteration 48Q: 3 clusters Score -2047505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2047508.125000 Penalty: 4840.942383
	Iteration 49Q: 3 clusters Score -2047508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2047517.250000 Penalty: 4840.942383
	Iteration 50Q: 3 clusters Score -2047517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2047518.000000 Penalty: 4840.942383
	Iteration 51Q: 3 clusters Score -2047518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2047525.375000 Penalty: 4840.942383
	Iteration 52Q: 3 clusters Score -2047525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2047524.625000 Penalty: 4840.942383
	Iteration 53Q: 3 clusters Score -2047525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2047527.750000 Penalty: 4840.942383
	Iteration 54Q: 3 clusters Score -2047528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2047535.375000 Penalty: 4840.942383
	Iteration 55Q: 3 clusters Score -2047535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2047545.125000 Penalty: 4840.942383
	Iteration 56Q: 3 clusters Score -2047545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2047548.500000 Penalty: 4840.942383
	Iteration 57Q: 3 clusters Score -2047548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2047548.625000 Penalty: 4840.942383
	Iteration 58Q: 3 clusters Score -2047549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2047549.250000 Penalty: 4840.942383
	Iteration 59Q: 3 clusters Score -2047549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2047549.750000 Penalty: 4840.942383
	Iteration 60F: 3 clusters Score -2047550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2047550.375000 Penalty: 4840.942383
	Iteration 61Q: 3 clusters Score -2047550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2047552.750000 Penalty: 4840.942383
	Iteration 62Q: 3 clusters Score -2047553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2047555.375000 Penalty: 4840.942383
	Iteration 63Q: 3 clusters Score -2047555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2047556.000000 Penalty: 4840.942383
	Iteration 64Q: 3 clusters Score -2047556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2047560.000000 Penalty: 4840.942383
	Iteration 65Q: 3 clusters Score -2047560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2047559.500000 Penalty: 4840.942383
	Iteration 66Q: 3 clusters Score -2047560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2047554.750000 Penalty: 4840.942383
	Iteration 67Q: 3 clusters Score -2047555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2047559.625000 Penalty: 4840.942383
	Iteration 68Q: 3 clusters Score -2047560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2047560.625000 Penalty: 4840.942383
	Iteration 69Q: 3 clusters Score -2047561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2047558.500000 Penalty: 4840.942383
	Iteration 70Q: 3 clusters Score -2047558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2047559.500000 Penalty: 4840.942383
	Iteration 71Q: 3 clusters Score -2047560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2047561.125000 Penalty: 4840.942383
	Iteration 72Q: 3 clusters Score -2047561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2047564.375000 Penalty: 4840.942383
	Iteration 73Q: 3 clusters Score -2047564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2047569.250000 Penalty: 4840.942383
	Iteration 74Q: 3 clusters Score -2047569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2047566.000000 Penalty: 4840.942383
	Iteration 75Q: 3 clusters Score -2047566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2047566.000000 Penalty: 4840.942383
	Iteration 76Q: 3 clusters Score -2047566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2047569.125000 Penalty: 4840.942383
	Iteration 77Q: 3 clusters Score -2047569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2047569.125000 Penalty: 4840.942383
	Iteration 78Q: 3 clusters Score -2047569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2047569.750000 Penalty: 4840.942383
	Iteration 79Q: 3 clusters Score -2047570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2047568.875000 Penalty: 4840.942383
	Iteration 80F: 3 clusters Score -2047569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2047569.125000 Penalty: 4840.942383
	Iteration 81Q: 3 clusters Score -2047569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2047569.250000 Penalty: 4840.942383
	Iteration 82Q: 3 clusters Score -2047569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2047566.750000 Penalty: 4840.942383
	Iteration 83Q: 3 clusters Score -2047567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2047568.500000 Penalty: 4840.942383
	Iteration 84Q: 3 clusters Score -2047568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2047568.000000 Penalty: 4840.942383
	Iteration 85Q: 3 clusters Score -2047568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2047568.375000 Penalty: 4840.942383
	Iteration 86Q: 3 clusters Score -2047568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2047572.625000 Penalty: 4840.942383
	Iteration 87Q: 3 clusters Score -2047573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2047569.375000 Penalty: 4840.942383
	Iteration 88Q: 3 clusters Score -2047569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2047577.625000 Penalty: 4840.942383
	Iteration 89Q: 3 clusters Score -2047578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2047577.000000 Penalty: 4840.942383
	Iteration 90Q: 3 clusters Score -2047577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2047576.500000 Penalty: 4840.942383
	Iteration 91Q: 3 clusters Score -2047576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2047578.375000 Penalty: 4840.942383
	Iteration 92Q: 3 clusters Score -2047578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2047571.875000 Penalty: 4840.942383
	Iteration 93Q: 3 clusters Score -2047572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2047574.375000 Penalty: 4840.942383
	Iteration 94Q: 3 clusters Score -2047574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2047576.125000 Penalty: 4840.942383
	Iteration 95Q: 3 clusters Score -2047576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2047578.375000 Penalty: 4840.942383
	Iteration 96Q: 3 clusters Score -2047578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2047578.375000 Penalty: 4840.942383
	Iteration 97F: 3 clusters Score -2047578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (27696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Entering Unmasked Estep 
Score: -3158480.500000 Penalty: 2536.802734
	Iteration 0F: 2 clusters Score -3158480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3139222.500000 Penalty: 5073.605469
	Iteration 0F: 3 clusters Score -3139222 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3146639.750000 Penalty: 5073.605469
	Iteration 1F: 3 clusters Score -3146640 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3148644.000000 Penalty: 5073.605469
	Iteration 2F: 3 clusters Score -3148644 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3152277.500000 Penalty: 5073.605469
	Iteration 3F: 3 clusters Score -3152278 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3156356.000000 Penalty: 5073.605469
	Iteration 4F: 3 clusters Score -3156356 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3158782.750000 Penalty: 5073.605469
	Iteration 5F: 3 clusters Score -3158783 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3160330.500000 Penalty: 5073.605469
	Iteration 6F: 3 clusters Score -3160330 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3161635.500000 Penalty: 5073.605469
	Iteration 7Q: 3 clusters Score -3161636 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3162698.000000 Penalty: 5073.605469
	Iteration 8Q: 3 clusters Score -3162698 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3163106.000000 Penalty: 5073.605469
	Iteration 9Q: 3 clusters Score -3163106 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3163268.750000 Penalty: 5073.605469
	Iteration 10Q: 3 clusters Score -3163269 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3163328.750000 Penalty: 5073.605469
	Iteration 11Q: 3 clusters Score -3163329 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3163337.750000 Penalty: 5073.605469
	Iteration 12Q: 3 clusters Score -3163338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3163349.000000 Penalty: 5073.605469
	Iteration 13Q: 3 clusters Score -3163349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3163355.750000 Penalty: 5073.605469
	Iteration 14Q: 3 clusters Score -3163356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3163359.250000 Penalty: 5073.605469
	Iteration 15Q: 3 clusters Score -3163359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3163375.500000 Penalty: 5073.605469
	Iteration 16Q: 3 clusters Score -3163376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3163377.250000 Penalty: 5073.605469
	Iteration 17Q: 3 clusters Score -3163377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3163383.750000 Penalty: 5073.605469
	Iteration 18Q: 3 clusters Score -3163384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3163380.500000 Penalty: 5073.605469
	Iteration 19Q: 3 clusters Score -3163380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -3163382.250000 Penalty: 5073.605469
	Iteration 20F: 3 clusters Score -3163382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3163381.250000 Penalty: 5073.605469
	Iteration 21Q: 3 clusters Score -3163381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3163377.250000 Penalty: 5073.605469
	Iteration 22Q: 3 clusters Score -3163377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3163381.750000 Penalty: 5073.605469
	Iteration 23Q: 3 clusters Score -3163382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3163382.250000 Penalty: 5073.605469
	Iteration 24Q: 3 clusters Score -3163382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3163381.000000 Penalty: 5073.605469
	Iteration 25Q: 3 clusters Score -3163381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3163383.750000 Penalty: 5073.605469
	Iteration 26Q: 3 clusters Score -3163384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3163384.500000 Penalty: 5073.605469
	Iteration 27Q: 3 clusters Score -3163384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3163383.250000 Penalty: 5073.605469
	Iteration 28Q: 3 clusters Score -3163383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3163383.750000 Penalty: 5073.605469
	Iteration 29Q: 3 clusters Score -3163384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3163383.750000 Penalty: 5073.605469
	Iteration 30F: 3 clusters Score -3163384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 400 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 21170 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 26917 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Mstep: Class 43 contains 29943 members 
Mstep: Class 44 contains 895 members 
Mstep: Class 45 contains 5757 members 
Mstep: Class 46 contains 4609 members 
Mstep: Class 47 contains 638 members 
Mstep: Class 48 contains 6526 members 
Entering Unmasked Estep 
Score: -133602744.000000 Penalty: 166411.812500
Splitting cluster 25 changes total score from -133564480.000000 to -133602744.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 26 (20815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Entering Unmasked Estep 
Score: -2140734.500000 Penalty: 2465.970459
	Iteration 0F: 2 clusters Score -2140734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2126280.750000 Penalty: 4931.940918
	Iteration 0F: 3 clusters Score -2126281 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2131876.250000 Penalty: 4931.940918
	Iteration 1F: 3 clusters Score -2131876 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2132932.250000 Penalty: 4931.940918
	Iteration 2F: 3 clusters Score -2132932 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2134001.250000 Penalty: 4931.940918
	Iteration 3F: 3 clusters Score -2134001 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2135142.250000 Penalty: 4931.940918
	Iteration 4F: 3 clusters Score -2135142 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2136317.500000 Penalty: 4931.940918
	Iteration 5F: 3 clusters Score -2136318 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2137336.250000 Penalty: 4931.940918
	Iteration 6F: 3 clusters Score -2137336 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2138173.750000 Penalty: 4931.940918
	Iteration 7F: 3 clusters Score -2138174 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2138875.250000 Penalty: 4931.940918
	Iteration 8Q: 3 clusters Score -2138875 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2139420.000000 Penalty: 4931.940918
	Iteration 9Q: 3 clusters Score -2139420 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2139812.750000 Penalty: 4931.940918
	Iteration 10Q: 3 clusters Score -2139813 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2140100.500000 Penalty: 4931.940918
	Iteration 11Q: 3 clusters Score -2140100 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2140282.000000 Penalty: 4931.940918
	Iteration 12Q: 3 clusters Score -2140282 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2140423.750000 Penalty: 4931.940918
	Iteration 13Q: 3 clusters Score -2140424 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2140507.750000 Penalty: 4931.940918
	Iteration 14Q: 3 clusters Score -2140508 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2140544.500000 Penalty: 4931.940918
	Iteration 15Q: 3 clusters Score -2140544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2140565.250000 Penalty: 4931.940918
	Iteration 16Q: 3 clusters Score -2140565 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2140571.750000 Penalty: 4931.940918
	Iteration 17Q: 3 clusters Score -2140572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2140588.000000 Penalty: 4931.940918
	Iteration 18Q: 3 clusters Score -2140588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2140593.000000 Penalty: 4931.940918
	Iteration 19Q: 3 clusters Score -2140593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2140598.000000 Penalty: 4931.940918
	Iteration 20F: 3 clusters Score -2140598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2140603.500000 Penalty: 4931.940918
	Iteration 21Q: 3 clusters Score -2140604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2140615.250000 Penalty: 4931.940918
	Iteration 22Q: 3 clusters Score -2140615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2140619.000000 Penalty: 4931.940918
	Iteration 23Q: 3 clusters Score -2140619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2140619.750000 Penalty: 4931.940918
	Iteration 24Q: 3 clusters Score -2140620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2140632.000000 Penalty: 4931.940918
	Iteration 25Q: 3 clusters Score -2140632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2140630.500000 Penalty: 4931.940918
	Iteration 26Q: 3 clusters Score -2140630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2140635.000000 Penalty: 4931.940918
	Iteration 27Q: 3 clusters Score -2140635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2140632.500000 Penalty: 4931.940918
	Iteration 28Q: 3 clusters Score -2140632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2140633.000000 Penalty: 4931.940918
	Iteration 29Q: 3 clusters Score -2140633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2140636.250000 Penalty: 4931.940918
	Iteration 30Q: 3 clusters Score -2140636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2140635.500000 Penalty: 4931.940918
	Iteration 31Q: 3 clusters Score -2140636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2140636.250000 Penalty: 4931.940918
	Iteration 32Q: 3 clusters Score -2140636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2140636.250000 Penalty: 4931.940918
	Iteration 33F: 3 clusters Score -2140636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Entering Unmasked Estep 
Score: -3084459.750000 Penalty: 2529.727295
	Iteration 0F: 2 clusters Score -3084460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3065976.250000 Penalty: 5059.454590
	Iteration 0F: 3 clusters Score -3065976 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3074038.500000 Penalty: 5059.454590
	Iteration 1F: 3 clusters Score -3074038 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3078425.500000 Penalty: 5059.454590
	Iteration 2F: 3 clusters Score -3078426 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3086054.000000 Penalty: 5059.454590
	Iteration 3F: 3 clusters Score -3086054 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3090734.500000 Penalty: 5059.454590
	Iteration 4F: 3 clusters Score -3090734 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3092144.500000 Penalty: 5059.454590
	Iteration 5F: 3 clusters Score -3092144 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3092784.500000 Penalty: 5059.454590
	Iteration 6Q: 3 clusters Score -3092784 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3093184.000000 Penalty: 5059.454590
	Iteration 7Q: 3 clusters Score -3093184 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3093474.500000 Penalty: 5059.454590
	Iteration 8Q: 3 clusters Score -3093474 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3093782.250000 Penalty: 5059.454590
	Iteration 9Q: 3 clusters Score -3093782 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3094148.250000 Penalty: 5059.454590
	Iteration 10Q: 3 clusters Score -3094148 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3094593.750000 Penalty: 5059.454590
	Iteration 11Q: 3 clusters Score -3094594 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3095113.250000 Penalty: 5059.454590
	Iteration 12Q: 3 clusters Score -3095113 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3095580.000000 Penalty: 5059.454590
	Iteration 13Q: 3 clusters Score -3095580 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3095910.250000 Penalty: 5059.454590
	Iteration 14Q: 3 clusters Score -3095910 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3096155.750000 Penalty: 5059.454590
	Iteration 15Q: 3 clusters Score -3096156 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3096238.000000 Penalty: 5059.454590
	Iteration 16Q: 3 clusters Score -3096238 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3096275.750000 Penalty: 5059.454590
	Iteration 17Q: 3 clusters Score -3096276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3096283.000000 Penalty: 5059.454590
	Iteration 18Q: 3 clusters Score -3096283 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3096310.750000 Penalty: 5059.454590
	Iteration 19Q: 3 clusters Score -3096311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3096324.250000 Penalty: 5059.454590
	Iteration 20F: 3 clusters Score -3096324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3096343.500000 Penalty: 5059.454590
	Iteration 21Q: 3 clusters Score -3096344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3096345.750000 Penalty: 5059.454590
	Iteration 22Q: 3 clusters Score -3096346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3096345.250000 Penalty: 5059.454590
	Iteration 23Q: 3 clusters Score -3096345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3096346.500000 Penalty: 5059.454590
	Iteration 24Q: 3 clusters Score -3096346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3096347.750000 Penalty: 5059.454590
	Iteration 25Q: 3 clusters Score -3096348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3096339.250000 Penalty: 5059.454590
	Iteration 26Q: 3 clusters Score -3096339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3096341.000000 Penalty: 5059.454590
	Iteration 27Q: 3 clusters Score -3096341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3096337.500000 Penalty: 5059.454590
	Iteration 28Q: 3 clusters Score -3096338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3096337.000000 Penalty: 5059.454590
	Iteration 29Q: 3 clusters Score -3096337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3096337.000000 Penalty: 5059.454590
	Iteration 30F: 3 clusters Score -3096337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 400 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 21170 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 20289 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 228159 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Mstep: Class 43 contains 29943 members 
Mstep: Class 44 contains 895 members 
Mstep: Class 45 contains 5757 members 
Mstep: Class 46 contains 4609 members 
Mstep: Class 47 contains 638 members 
Mstep: Class 48 contains 6526 members 
Mstep: Class 49 contains 6628 members 
Entering Unmasked Estep 
Score: -133613680.000000 Penalty: 169878.718750
Splitting cluster 27 changes total score from -133564480.000000 to -133613680.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 28 (77325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Entering Unmasked Estep 
Score: -9087921.000000 Penalty: 2791.431641
	Iteration 0F: 2 clusters Score -9087921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -9036029.000000 Penalty: 5582.863281
	Iteration 0F: 3 clusters Score -9036029 nChanged 36201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -9057022.000000 Penalty: 5582.863281
	Iteration 1F: 3 clusters Score -9057022 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -9057792.000000 Penalty: 5582.863281
	Iteration 2Q: 3 clusters Score -9057792 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -9058676.000000 Penalty: 5582.863281
	Iteration 3Q: 3 clusters Score -9058676 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -9059676.000000 Penalty: 5582.863281
	Iteration 4Q: 3 clusters Score -9059676 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -9060952.000000 Penalty: 5582.863281
	Iteration 5Q: 3 clusters Score -9060952 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -9062665.000000 Penalty: 5582.863281
	Iteration 6Q: 3 clusters Score -9062665 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -9064757.000000 Penalty: 5582.863281
	Iteration 7F: 3 clusters Score -9064757 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -9067804.000000 Penalty: 5582.863281
	Iteration 8F: 3 clusters Score -9067804 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -9071453.000000 Penalty: 5582.863281
	Iteration 9F: 3 clusters Score -9071453 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -9074664.000000 Penalty: 5582.863281
	Iteration 10F: 3 clusters Score -9074664 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -9076217.000000 Penalty: 5582.863281
	Iteration 11Q: 3 clusters Score -9076217 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -9077001.000000 Penalty: 5582.863281
	Iteration 12Q: 3 clusters Score -9077001 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -9077577.000000 Penalty: 5582.863281
	Iteration 13Q: 3 clusters Score -9077577 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -9078031.000000 Penalty: 5582.863281
	Iteration 14Q: 3 clusters Score -9078031 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -9078492.000000 Penalty: 5582.863281
	Iteration 15Q: 3 clusters Score -9078492 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -9078685.000000 Penalty: 5582.863281
	Iteration 16Q: 3 clusters Score -9078685 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -9078915.000000 Penalty: 5582.863281
	Iteration 17Q: 3 clusters Score -9078915 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -9079120.000000 Penalty: 5582.863281
	Iteration 18Q: 3 clusters Score -9079120 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -9079260.000000 Penalty: 5582.863281
	Iteration 19Q: 3 clusters Score -9079260 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -9079386.000000 Penalty: 5582.863281
	Iteration 20F: 3 clusters Score -9079386 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -9079472.000000 Penalty: 5582.863281
	Iteration 21Q: 3 clusters Score -9079472 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -9079555.000000 Penalty: 5582.863281
	Iteration 22Q: 3 clusters Score -9079555 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -9079627.000000 Penalty: 5582.863281
	Iteration 23Q: 3 clusters Score -9079627 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -9079735.000000 Penalty: 5582.863281
	Iteration 24Q: 3 clusters Score -9079735 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -9079817.000000 Penalty: 5582.863281
	Iteration 25Q: 3 clusters Score -9079817 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -9079914.000000 Penalty: 5582.863281
	Iteration 26Q: 3 clusters Score -9079914 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -9080012.000000 Penalty: 5582.863281
	Iteration 27Q: 3 clusters Score -9080012 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -9080122.000000 Penalty: 5582.863281
	Iteration 28Q: 3 clusters Score -9080122 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -9080207.000000 Penalty: 5582.863281
	Iteration 29Q: 3 clusters Score -9080207 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -9080230.000000 Penalty: 5582.863281
	Iteration 30Q: 3 clusters Score -9080230 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -9080293.000000 Penalty: 5582.863281
	Iteration 31Q: 3 clusters Score -9080293 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -9080427.000000 Penalty: 5582.863281
	Iteration 32Q: 3 clusters Score -9080427 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -9080559.000000 Penalty: 5582.863281
	Iteration 33Q: 3 clusters Score -9080559 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -9080663.000000 Penalty: 5582.863281
	Iteration 34Q: 3 clusters Score -9080663 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -9080792.000000 Penalty: 5582.863281
	Iteration 35Q: 3 clusters Score -9080792 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -9080893.000000 Penalty: 5582.863281
	Iteration 36Q: 3 clusters Score -9080893 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -9080996.000000 Penalty: 5582.863281
	Iteration 37Q: 3 clusters Score -9080996 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -9081167.000000 Penalty: 5582.863281
	Iteration 38Q: 3 clusters Score -9081167 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -9081298.000000 Penalty: 5582.863281
	Iteration 39Q: 3 clusters Score -9081298 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -9081428.000000 Penalty: 5582.863281
	Iteration 40F: 3 clusters Score -9081428 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -9081589.000000 Penalty: 5582.863281
	Iteration 41Q: 3 clusters Score -9081589 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -9081724.000000 Penalty: 5582.863281
	Iteration 42Q: 3 clusters Score -9081724 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -9081894.000000 Penalty: 5582.863281
	Iteration 43Q: 3 clusters Score -9081894 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -9082042.000000 Penalty: 5582.863281
	Iteration 44Q: 3 clusters Score -9082042 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -9082205.000000 Penalty: 5582.863281
	Iteration 45Q: 3 clusters Score -9082205 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -9082377.000000 Penalty: 5582.863281
	Iteration 46Q: 3 clusters Score -9082377 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -9082521.000000 Penalty: 5582.863281
	Iteration 47Q: 3 clusters Score -9082521 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -9082723.000000 Penalty: 5582.863281
	Iteration 48Q: 3 clusters Score -9082723 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -9082902.000000 Penalty: 5582.863281
	Iteration 49Q: 3 clusters Score -9082902 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -9083103.000000 Penalty: 5582.863281
	Iteration 50Q: 3 clusters Score -9083103 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -9083251.000000 Penalty: 5582.863281
	Iteration 51Q: 3 clusters Score -9083251 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -9083436.000000 Penalty: 5582.863281
	Iteration 52Q: 3 clusters Score -9083436 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -9083551.000000 Penalty: 5582.863281
	Iteration 53Q: 3 clusters Score -9083551 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -9083724.000000 Penalty: 5582.863281
	Iteration 54Q: 3 clusters Score -9083724 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -9083866.000000 Penalty: 5582.863281
	Iteration 55Q: 3 clusters Score -9083866 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -9084037.000000 Penalty: 5582.863281
	Iteration 56Q: 3 clusters Score -9084037 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -9084170.000000 Penalty: 5582.863281
	Iteration 57Q: 3 clusters Score -9084170 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -9084328.000000 Penalty: 5582.863281
	Iteration 58Q: 3 clusters Score -9084328 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -9084469.000000 Penalty: 5582.863281
	Iteration 59Q: 3 clusters Score -9084469 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -9084549.000000 Penalty: 5582.863281
	Iteration 60F: 3 clusters Score -9084549 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -9084656.000000 Penalty: 5582.863281
	Iteration 61Q: 3 clusters Score -9084656 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -9084799.000000 Penalty: 5582.863281
	Iteration 62Q: 3 clusters Score -9084799 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -9084890.000000 Penalty: 5582.863281
	Iteration 63Q: 3 clusters Score -9084890 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -9084986.000000 Penalty: 5582.863281
	Iteration 64Q: 3 clusters Score -9084986 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -9085095.000000 Penalty: 5582.863281
	Iteration 65Q: 3 clusters Score -9085095 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -9085204.000000 Penalty: 5582.863281
	Iteration 66Q: 3 clusters Score -9085204 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -9085293.000000 Penalty: 5582.863281
	Iteration 67Q: 3 clusters Score -9085293 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -9085356.000000 Penalty: 5582.863281
	Iteration 68Q: 3 clusters Score -9085356 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -9085414.000000 Penalty: 5582.863281
	Iteration 69Q: 3 clusters Score -9085414 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9085459.000000 Penalty: 5582.863281
	Iteration 70Q: 3 clusters Score -9085459 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -9085498.000000 Penalty: 5582.863281
	Iteration 71Q: 3 clusters Score -9085498 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9085565.000000 Penalty: 5582.863281
	Iteration 72Q: 3 clusters Score -9085565 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9085598.000000 Penalty: 5582.863281
	Iteration 73Q: 3 clusters Score -9085598 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -9085661.000000 Penalty: 5582.863281
	Iteration 74Q: 3 clusters Score -9085661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9085671.000000 Penalty: 5582.863281
	Iteration 75Q: 3 clusters Score -9085671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9085672.000000 Penalty: 5582.863281
	Iteration 76Q: 3 clusters Score -9085672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75287 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9085685.000000 Penalty: 5582.863281
	Iteration 77Q: 3 clusters Score -9085685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9085705.000000 Penalty: 5582.863281
	Iteration 78Q: 3 clusters Score -9085705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9085711.000000 Penalty: 5582.863281
	Iteration 79Q: 3 clusters Score -9085711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9085720.000000 Penalty: 5582.863281
	Iteration 80F: 3 clusters Score -9085720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9085748.000000 Penalty: 5582.863281
	Iteration 81Q: 3 clusters Score -9085748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9085771.000000 Penalty: 5582.863281
	Iteration 82Q: 3 clusters Score -9085771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9085789.000000 Penalty: 5582.863281
	Iteration 83Q: 3 clusters Score -9085789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9085813.000000 Penalty: 5582.863281
	Iteration 84Q: 3 clusters Score -9085813 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9085833.000000 Penalty: 5582.863281
	Iteration 85Q: 3 clusters Score -9085833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9085853.000000 Penalty: 5582.863281
	Iteration 86Q: 3 clusters Score -9085853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9085860.000000 Penalty: 5582.863281
	Iteration 87Q: 3 clusters Score -9085860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9085875.000000 Penalty: 5582.863281
	Iteration 88Q: 3 clusters Score -9085875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9085872.000000 Penalty: 5582.863281
	Iteration 89Q: 3 clusters Score -9085872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -9085877.000000 Penalty: 5582.863281
	Iteration 90Q: 3 clusters Score -9085877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9085869.000000 Penalty: 5582.863281
	Iteration 91Q: 3 clusters Score -9085869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9085870.000000 Penalty: 5582.863281
	Iteration 92Q: 3 clusters Score -9085870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9085871.000000 Penalty: 5582.863281
	Iteration 93Q: 3 clusters Score -9085871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9085876.000000 Penalty: 5582.863281
	Iteration 94Q: 3 clusters Score -9085876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9085880.000000 Penalty: 5582.863281
	Iteration 95Q: 3 clusters Score -9085880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -9085888.000000 Penalty: 5582.863281
	Iteration 96Q: 3 clusters Score -9085888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9085893.000000 Penalty: 5582.863281
	Iteration 97Q: 3 clusters Score -9085893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9085896.000000 Penalty: 5582.863281
	Iteration 98Q: 3 clusters Score -9085896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -9085890.000000 Penalty: 5582.863281
	Iteration 99Q: 3 clusters Score -9085890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9085887.000000 Penalty: 5582.863281
	Iteration 100F: 3 clusters Score -9085887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9085894.000000 Penalty: 5582.863281
	Iteration 101Q: 3 clusters Score -9085894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9085893.000000 Penalty: 5582.863281
	Iteration 102Q: 3 clusters Score -9085893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9085891.000000 Penalty: 5582.863281
	Iteration 103Q: 3 clusters Score -9085891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9085892.000000 Penalty: 5582.863281
	Iteration 104Q: 3 clusters Score -9085892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9085892.000000 Penalty: 5582.863281
	Iteration 105Q: 3 clusters Score -9085892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9085884.000000 Penalty: 5582.863281
	Iteration 106Q: 3 clusters Score -9085884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9085886.000000 Penalty: 5582.863281
	Iteration 107Q: 3 clusters Score -9085886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9085884.000000 Penalty: 5582.863281
	Iteration 108Q: 3 clusters Score -9085884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -9085893.000000 Penalty: 5582.863281
	Iteration 109Q: 3 clusters Score -9085893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9085893.000000 Penalty: 5582.863281
	Iteration 110Q: 3 clusters Score -9085893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9085894.000000 Penalty: 5582.863281
	Iteration 111Q: 3 clusters Score -9085894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9085894.000000 Penalty: 5582.863281
	Iteration 112F: 3 clusters Score -9085894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -518470.843750 Penalty: 2089.691162
	Iteration 0F: 2 clusters Score -518470.8 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 2247 members 
Entering Unmasked Estep 
Score: -514325.218750 Penalty: 4179.382324
	Iteration 0F: 3 clusters Score -514325.2 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -515732.156250 Penalty: 4179.382324
	Iteration 1F: 3 clusters Score -515732.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -516342.062500 Penalty: 4179.382324
	Iteration 2F: 3 clusters Score -516342.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -516918.812500 Penalty: 4179.382324
	Iteration 3F: 3 clusters Score -516918.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -517325.687500 Penalty: 4179.382324
	Iteration 4F: 3 clusters Score -517325.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -517619.906250 Penalty: 4179.382324
	Iteration 5F: 3 clusters Score -517619.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -517815.468750 Penalty: 4179.382324
	Iteration 6Q: 3 clusters Score -517815.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -517949.843750 Penalty: 4179.382324
	Iteration 7Q: 3 clusters Score -517949.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -518013.656250 Penalty: 4179.382324
	Iteration 8Q: 3 clusters Score -518013.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -518046.812500 Penalty: 4179.382324
	Iteration 9Q: 3 clusters Score -518046.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -518065.093750 Penalty: 4179.382324
	Iteration 10Q: 3 clusters Score -518065.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -518076.593750 Penalty: 4179.382324
	Iteration 11Q: 3 clusters Score -518076.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -518084.125000 Penalty: 4179.382324
	Iteration 12Q: 3 clusters Score -518084.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -518086.750000 Penalty: 4179.382324
	Iteration 13Q: 3 clusters Score -518086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -518088.968750 Penalty: 4179.382324
	Iteration 14Q: 3 clusters Score -518089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -518092.187500 Penalty: 4179.382324
	Iteration 15Q: 3 clusters Score -518092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -518093.593750 Penalty: 4179.382324
	Iteration 16Q: 3 clusters Score -518093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -518096.625000 Penalty: 4179.382324
	Iteration 17Q: 3 clusters Score -518096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -518097.343750 Penalty: 4179.382324
	Iteration 18Q: 3 clusters Score -518097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -518099.406250 Penalty: 4179.382324
	Iteration 19Q: 3 clusters Score -518099.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -518100.812500 Penalty: 4179.382324
	Iteration 20F: 3 clusters Score -518100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (228159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228159 members 
Entering Unmasked Estep 
Score: -26748438.000000 Penalty: 3059.773926
	Iteration 0F: 2 clusters Score -2.674844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 114042 members 
Entering Unmasked Estep 
Score: -26606774.000000 Penalty: 6119.547852
	Iteration 0F: 3 clusters Score -2.660677e+07 nChanged 110092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114903 members 
Mstep: Class 2 contains 113256 members 
Entering Unmasked Estep 
Score: -26672064.000000 Penalty: 6119.547852
	Iteration 1F: 3 clusters Score -2.667206e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 112870 members 
Entering Unmasked Estep 
Score: -26673928.000000 Penalty: 6119.547852
	Iteration 2Q: 3 clusters Score -2.667393e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115896 members 
Mstep: Class 2 contains 112263 members 
Entering Unmasked Estep 
Score: -26676088.000000 Penalty: 6119.547852
	Iteration 3Q: 3 clusters Score -2.667609e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116673 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -26679362.000000 Penalty: 6119.547852
	Iteration 4Q: 3 clusters Score -2.667936e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117612 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -26683856.000000 Penalty: 6119.547852
	Iteration 5Q: 3 clusters Score -2.668386e+07 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118413 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -26690526.000000 Penalty: 6119.547852
	Iteration 6F: 3 clusters Score -2.669053e+07 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118847 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -26699810.000000 Penalty: 6119.547852
	Iteration 7F: 3 clusters Score -2.669981e+07 nChanged 15398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118851 members 
Mstep: Class 2 contains 109308 members 
Entering Unmasked Estep 
Score: -26712450.000000 Penalty: 6119.547852
	Iteration 8F: 3 clusters Score -2.671245e+07 nChanged 16132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118145 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -26726160.000000 Penalty: 6119.547852
	Iteration 9F: 3 clusters Score -2.672616e+07 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117118 members 
Mstep: Class 2 contains 111041 members 
Entering Unmasked Estep 
Score: -26735656.000000 Penalty: 6119.547852
	Iteration 10F: 3 clusters Score -2.673566e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115767 members 
Mstep: Class 2 contains 112392 members 
Entering Unmasked Estep 
Score: -26741440.000000 Penalty: 6119.547852
	Iteration 11Q: 3 clusters Score -2.674144e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114004 members 
Mstep: Class 2 contains 114155 members 
Entering Unmasked Estep 
Score: -26745586.000000 Penalty: 6119.547852
	Iteration 12Q: 3 clusters Score -2.674559e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111719 members 
Mstep: Class 2 contains 116440 members 
Entering Unmasked Estep 
Score: -26749362.000000 Penalty: 6119.547852
	Iteration 13Q: 3 clusters Score -2.674936e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109305 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -26752776.000000 Penalty: 6119.547852
	Iteration 14Q: 3 clusters Score -2.675278e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 121253 members 
Entering Unmasked Estep 
Score: -26755632.000000 Penalty: 6119.547852
	Iteration 15Q: 3 clusters Score -2.675563e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104795 members 
Mstep: Class 2 contains 123364 members 
Entering Unmasked Estep 
Score: -26757688.000000 Penalty: 6119.547852
	Iteration 16Q: 3 clusters Score -2.675769e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 125138 members 
Entering Unmasked Estep 
Score: -26758852.000000 Penalty: 6119.547852
	Iteration 17Q: 3 clusters Score -2.675885e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101573 members 
Mstep: Class 2 contains 126586 members 
Entering Unmasked Estep 
Score: -26759712.000000 Penalty: 6119.547852
	Iteration 18Q: 3 clusters Score -2.675971e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100391 members 
Mstep: Class 2 contains 127768 members 
Entering Unmasked Estep 
Score: -26760166.000000 Penalty: 6119.547852
	Iteration 19Q: 3 clusters Score -2.676017e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 128698 members 
Entering Unmasked Estep 
Score: -26760458.000000 Penalty: 6119.547852
	Iteration 20F: 3 clusters Score -2.676046e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 129533 members 
Entering Unmasked Estep 
Score: -26760524.000000 Penalty: 6119.547852
	Iteration 21Q: 3 clusters Score -2.676052e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 130214 members 
Entering Unmasked Estep 
Score: -26760600.000000 Penalty: 6119.547852
	Iteration 22Q: 3 clusters Score -2.67606e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 130802 members 
Entering Unmasked Estep 
Score: -26760704.000000 Penalty: 6119.547852
	Iteration 23Q: 3 clusters Score -2.67607e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 131329 members 
Entering Unmasked Estep 
Score: -26760676.000000 Penalty: 6119.547852
	Iteration 24Q: 3 clusters Score -2.676068e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 131759 members 
Entering Unmasked Estep 
Score: -26760732.000000 Penalty: 6119.547852
	Iteration 25Q: 3 clusters Score -2.676073e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 132126 members 
Entering Unmasked Estep 
Score: -26760712.000000 Penalty: 6119.547852
	Iteration 26Q: 3 clusters Score -2.676071e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 132419 members 
Entering Unmasked Estep 
Score: -26760688.000000 Penalty: 6119.547852
	Iteration 27Q: 3 clusters Score -2.676069e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 132677 members 
Entering Unmasked Estep 
Score: -26760732.000000 Penalty: 6119.547852
	Iteration 28Q: 3 clusters Score -2.676073e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95239 members 
Mstep: Class 2 contains 132920 members 
Entering Unmasked Estep 
Score: -26760700.000000 Penalty: 6119.547852
	Iteration 29Q: 3 clusters Score -2.67607e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -26760714.000000 Penalty: 6119.547852
	Iteration 30Q: 3 clusters Score -2.676071e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 133254 members 
Entering Unmasked Estep 
Score: -26760682.000000 Penalty: 6119.547852
	Iteration 31Q: 3 clusters Score -2.676068e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 133396 members 
Entering Unmasked Estep 
Score: -26760706.000000 Penalty: 6119.547852
	Iteration 32Q: 3 clusters Score -2.676071e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94627 members 
Mstep: Class 2 contains 133532 members 
Entering Unmasked Estep 
Score: -26760736.000000 Penalty: 6119.547852
	Iteration 33Q: 3 clusters Score -2.676074e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 133655 members 
Entering Unmasked Estep 
Score: -26760748.000000 Penalty: 6119.547852
	Iteration 34Q: 3 clusters Score -2.676075e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -26760690.000000 Penalty: 6119.547852
	Iteration 35Q: 3 clusters Score -2.676069e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -26760700.000000 Penalty: 6119.547852
	Iteration 36Q: 3 clusters Score -2.67607e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 133977 members 
Entering Unmasked Estep 
Score: -26760674.000000 Penalty: 6119.547852
	Iteration 37Q: 3 clusters Score -2.676067e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 134073 members 
Entering Unmasked Estep 
Score: -26760684.000000 Penalty: 6119.547852
	Iteration 38Q: 3 clusters Score -2.676068e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 134163 members 
Entering Unmasked Estep 
Score: -26760726.000000 Penalty: 6119.547852
	Iteration 39Q: 3 clusters Score -2.676073e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 134236 members 
Entering Unmasked Estep 
Score: -26760726.000000 Penalty: 6119.547852
	Iteration 40F: 3 clusters Score -2.676073e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 134297 members 
Entering Unmasked Estep 
Score: -26760702.000000 Penalty: 6119.547852
	Iteration 41Q: 3 clusters Score -2.67607e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 134360 members 
Entering Unmasked Estep 
Score: -26760720.000000 Penalty: 6119.547852
	Iteration 42Q: 3 clusters Score -2.676072e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 134420 members 
Entering Unmasked Estep 
Score: -26760666.000000 Penalty: 6119.547852
	Iteration 43Q: 3 clusters Score -2.676067e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 134489 members 
Entering Unmasked Estep 
Score: -26760700.000000 Penalty: 6119.547852
	Iteration 44Q: 3 clusters Score -2.67607e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 134551 members 
Entering Unmasked Estep 
Score: -26760688.000000 Penalty: 6119.547852
	Iteration 45Q: 3 clusters Score -2.676069e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 134603 members 
Entering Unmasked Estep 
Score: -26760694.000000 Penalty: 6119.547852
	Iteration 46Q: 3 clusters Score -2.676069e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 134663 members 
Entering Unmasked Estep 
Score: -26760674.000000 Penalty: 6119.547852
	Iteration 47Q: 3 clusters Score -2.676067e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 134721 members 
Entering Unmasked Estep 
Score: -26760694.000000 Penalty: 6119.547852
	Iteration 48Q: 3 clusters Score -2.676069e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 134777 members 
Entering Unmasked Estep 
Score: -26760682.000000 Penalty: 6119.547852
	Iteration 49Q: 3 clusters Score -2.676068e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 134834 members 
Entering Unmasked Estep 
Score: -26760674.000000 Penalty: 6119.547852
	Iteration 50Q: 3 clusters Score -2.676067e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -26760692.000000 Penalty: 6119.547852
	Iteration 51Q: 3 clusters Score -2.676069e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93234 members 
Mstep: Class 2 contains 134925 members 
Entering Unmasked Estep 
Score: -26760680.000000 Penalty: 6119.547852
	Iteration 52Q: 3 clusters Score -2.676068e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93197 members 
Mstep: Class 2 contains 134962 members 
Entering Unmasked Estep 
Score: -26760694.000000 Penalty: 6119.547852
	Iteration 53Q: 3 clusters Score -2.676069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 134992 members 
Entering Unmasked Estep 
Score: -26760712.000000 Penalty: 6119.547852
	Iteration 54Q: 3 clusters Score -2.676071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 135025 members 
Entering Unmasked Estep 
Score: -26760694.000000 Penalty: 6119.547852
	Iteration 55Q: 3 clusters Score -2.676069e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -26760716.000000 Penalty: 6119.547852
	Iteration 56Q: 3 clusters Score -2.676072e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 135106 members 
Entering Unmasked Estep 
Score: -26760696.000000 Penalty: 6119.547852
	Iteration 57Q: 3 clusters Score -2.67607e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 135145 members 
Entering Unmasked Estep 
Score: -26760704.000000 Penalty: 6119.547852
	Iteration 58Q: 3 clusters Score -2.67607e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 135184 members 
Entering Unmasked Estep 
Score: -26760732.000000 Penalty: 6119.547852
	Iteration 59Q: 3 clusters Score -2.676073e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 135226 members 
Entering Unmasked Estep 
Score: -26760744.000000 Penalty: 6119.547852
	Iteration 60F: 3 clusters Score -2.676074e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 135271 members 
Entering Unmasked Estep 
Score: -26760724.000000 Penalty: 6119.547852
	Iteration 61Q: 3 clusters Score -2.676072e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 135320 members 
Entering Unmasked Estep 
Score: -26760708.000000 Penalty: 6119.547852
	Iteration 62Q: 3 clusters Score -2.676071e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 135368 members 
Entering Unmasked Estep 
Score: -26760722.000000 Penalty: 6119.547852
	Iteration 63Q: 3 clusters Score -2.676072e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92758 members 
Mstep: Class 2 contains 135401 members 
Entering Unmasked Estep 
Score: -26760742.000000 Penalty: 6119.547852
	Iteration 64Q: 3 clusters Score -2.676074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 135431 members 
Entering Unmasked Estep 
Score: -26760746.000000 Penalty: 6119.547852
	Iteration 65Q: 3 clusters Score -2.676075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92700 members 
Mstep: Class 2 contains 135459 members 
Entering Unmasked Estep 
Score: -26760756.000000 Penalty: 6119.547852
	Iteration 66Q: 3 clusters Score -2.676076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 135484 members 
Entering Unmasked Estep 
Score: -26760746.000000 Penalty: 6119.547852
	Iteration 67Q: 3 clusters Score -2.676075e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 135523 members 
Entering Unmasked Estep 
Score: -26760732.000000 Penalty: 6119.547852
	Iteration 68Q: 3 clusters Score -2.676073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 135559 members 
Entering Unmasked Estep 
Score: -26760722.000000 Penalty: 6119.547852
	Iteration 69Q: 3 clusters Score -2.676072e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 135599 members 
Entering Unmasked Estep 
Score: -26760724.000000 Penalty: 6119.547852
	Iteration 70Q: 3 clusters Score -2.676072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 135626 members 
Entering Unmasked Estep 
Score: -26760734.000000 Penalty: 6119.547852
	Iteration 71Q: 3 clusters Score -2.676073e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92504 members 
Mstep: Class 2 contains 135655 members 
Entering Unmasked Estep 
Score: -26760754.000000 Penalty: 6119.547852
	Iteration 72Q: 3 clusters Score -2.676075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92477 members 
Mstep: Class 2 contains 135682 members 
Entering Unmasked Estep 
Score: -26760740.000000 Penalty: 6119.547852
	Iteration 73Q: 3 clusters Score -2.676074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 135707 members 
Entering Unmasked Estep 
Score: -26760724.000000 Penalty: 6119.547852
	Iteration 74Q: 3 clusters Score -2.676072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 135734 members 
Entering Unmasked Estep 
Score: -26760722.000000 Penalty: 6119.547852
	Iteration 75Q: 3 clusters Score -2.676072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 135751 members 
Entering Unmasked Estep 
Score: -26760742.000000 Penalty: 6119.547852
	Iteration 76Q: 3 clusters Score -2.676074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92393 members 
Mstep: Class 2 contains 135766 members 
Entering Unmasked Estep 
Score: -26760720.000000 Penalty: 6119.547852
	Iteration 77Q: 3 clusters Score -2.676072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 135774 members 
Entering Unmasked Estep 
Score: -26760724.000000 Penalty: 6119.547852
	Iteration 78Q: 3 clusters Score -2.676072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 135777 members 
Entering Unmasked Estep 
Score: -26760730.000000 Penalty: 6119.547852
	Iteration 79Q: 3 clusters Score -2.676073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 135777 members 
Entering Unmasked Estep 
Score: -26760730.000000 Penalty: 6119.547852
	Iteration 80F: 3 clusters Score -2.676073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 400 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 21170 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 20289 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 92382 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Mstep: Class 43 contains 29943 members 
Mstep: Class 44 contains 895 members 
Mstep: Class 45 contains 5757 members 
Mstep: Class 46 contains 4609 members 
Mstep: Class 47 contains 638 members 
Mstep: Class 48 contains 6526 members 
Mstep: Class 49 contains 6628 members 
Mstep: Class 50 contains 135777 members 
Entering Unmasked Estep 
Score: -133625408.000000 Penalty: 173345.625000
Splitting cluster 30 changes total score from -133564480.000000 to -133625408.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 31 (9509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Entering Unmasked Estep 
Score: -1104045.875000 Penalty: 2271.678467
	Iteration 0F: 2 clusters Score -1104046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1096767.125000 Penalty: 4543.356934
	Iteration 0F: 3 clusters Score -1096767 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1098791.500000 Penalty: 4543.356934
	Iteration 1F: 3 clusters Score -1098792 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1099148.750000 Penalty: 4543.356934
	Iteration 2F: 3 clusters Score -1099149 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1099517.875000 Penalty: 4543.356934
	Iteration 3F: 3 clusters Score -1099518 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1100048.125000 Penalty: 4543.356934
	Iteration 4F: 3 clusters Score -1100048 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1100782.750000 Penalty: 4543.356934
	Iteration 5F: 3 clusters Score -1100783 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1101731.250000 Penalty: 4543.356934
	Iteration 6F: 3 clusters Score -1101731 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1102753.500000 Penalty: 4543.356934
	Iteration 7F: 3 clusters Score -1102754 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1103609.625000 Penalty: 4543.356934
	Iteration 8F: 3 clusters Score -1103610 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1104096.375000 Penalty: 4543.356934
	Iteration 9Q: 3 clusters Score -1104096 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1104394.375000 Penalty: 4543.356934
	Iteration 10Q: 3 clusters Score -1104394 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1104711.125000 Penalty: 4543.356934
	Iteration 11Q: 3 clusters Score -1104711 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1104927.875000 Penalty: 4543.356934
	Iteration 12Q: 3 clusters Score -1104928 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1105035.625000 Penalty: 4543.356934
	Iteration 13Q: 3 clusters Score -1105036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1105095.625000 Penalty: 4543.356934
	Iteration 14Q: 3 clusters Score -1105096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1105127.125000 Penalty: 4543.356934
	Iteration 15Q: 3 clusters Score -1105127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1105143.375000 Penalty: 4543.356934
	Iteration 16Q: 3 clusters Score -1105143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1105157.000000 Penalty: 4543.356934
	Iteration 17Q: 3 clusters Score -1105157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1105166.125000 Penalty: 4543.356934
	Iteration 18Q: 3 clusters Score -1105166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1105171.000000 Penalty: 4543.356934
	Iteration 19Q: 3 clusters Score -1105171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1105173.625000 Penalty: 4543.356934
	Iteration 20F: 3 clusters Score -1105174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1105173.500000 Penalty: 4543.356934
	Iteration 21Q: 3 clusters Score -1105174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1105174.875000 Penalty: 4543.356934
	Iteration 22Q: 3 clusters Score -1105175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1105181.500000 Penalty: 4543.356934
	Iteration 23Q: 3 clusters Score -1105182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1105185.375000 Penalty: 4543.356934
	Iteration 24Q: 3 clusters Score -1105185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1105187.250000 Penalty: 4543.356934
	Iteration 25Q: 3 clusters Score -1105187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1105191.875000 Penalty: 4543.356934
	Iteration 26Q: 3 clusters Score -1105192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1105193.500000 Penalty: 4543.356934
	Iteration 27Q: 3 clusters Score -1105194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1105193.500000 Penalty: 4543.356934
	Iteration 28Q: 3 clusters Score -1105194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1105193.500000 Penalty: 4543.356934
	Iteration 29F: 3 clusters Score -1105194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 400 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 21170 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 20289 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 92382 members 
Mstep: Class 31 contains 6813 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 15216 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Mstep: Class 43 contains 29943 members 
Mstep: Class 44 contains 895 members 
Mstep: Class 45 contains 5757 members 
Mstep: Class 46 contains 4609 members 
Mstep: Class 47 contains 638 members 
Mstep: Class 48 contains 6526 members 
Mstep: Class 49 contains 6628 members 
Mstep: Class 50 contains 135777 members 
Mstep: Class 51 contains 2696 members 
Entering Unmasked Estep 
Score: -133625312.000000 Penalty: 176812.546875
Splitting cluster 31 changes total score from -133564480.000000 to -133625312.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 32 (5771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Entering Unmasked Estep 
Score: -666149.562500 Penalty: 2147.828857
	Iteration 0F: 2 clusters Score -666149.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -661135.562500 Penalty: 4295.657715
	Iteration 0F: 3 clusters Score -661135.6 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -662486.875000 Penalty: 4295.657715
	Iteration 1F: 3 clusters Score -662486.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -662827.375000 Penalty: 4295.657715
	Iteration 2F: 3 clusters Score -662827.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -663150.312500 Penalty: 4295.657715
	Iteration 3F: 3 clusters Score -663150.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -663450.062500 Penalty: 4295.657715
	Iteration 4F: 3 clusters Score -663450.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -663759.750000 Penalty: 4295.657715
	Iteration 5F: 3 clusters Score -663759.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -664002.062500 Penalty: 4295.657715
	Iteration 6Q: 3 clusters Score -664002.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -664196.875000 Penalty: 4295.657715
	Iteration 7Q: 3 clusters Score -664196.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -664339.687500 Penalty: 4295.657715
	Iteration 8Q: 3 clusters Score -664339.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -664469.687500 Penalty: 4295.657715
	Iteration 9Q: 3 clusters Score -664469.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -664571.750000 Penalty: 4295.657715
	Iteration 10Q: 3 clusters Score -664571.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -664634.000000 Penalty: 4295.657715
	Iteration 11Q: 3 clusters Score -664634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -664679.937500 Penalty: 4295.657715
	Iteration 12Q: 3 clusters Score -664679.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -664719.375000 Penalty: 4295.657715
	Iteration 13Q: 3 clusters Score -664719.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -664752.437500 Penalty: 4295.657715
	Iteration 14Q: 3 clusters Score -664752.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -664770.687500 Penalty: 4295.657715
	Iteration 15Q: 3 clusters Score -664770.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -664779.000000 Penalty: 4295.657715
	Iteration 16Q: 3 clusters Score -664779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -664787.562500 Penalty: 4295.657715
	Iteration 17Q: 3 clusters Score -664787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -664791.687500 Penalty: 4295.657715
	Iteration 18Q: 3 clusters Score -664791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -664794.500000 Penalty: 4295.657715
	Iteration 19Q: 3 clusters Score -664794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -664794.437500 Penalty: 4295.657715
	Iteration 20F: 3 clusters Score -664794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -664795.625000 Penalty: 4295.657715
	Iteration 21Q: 3 clusters Score -664795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -664795.375000 Penalty: 4295.657715
	Iteration 22Q: 3 clusters Score -664795.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -664795.375000 Penalty: 4295.657715
	Iteration 23F: 3 clusters Score -664795.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Entering Unmasked Estep 
Score: -1710082.000000 Penalty: 2388.265625
	Iteration 0F: 2 clusters Score -1710082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1699160.250000 Penalty: 4776.531250
	Iteration 0F: 3 clusters Score -1699160 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1703333.000000 Penalty: 4776.531250
	Iteration 1F: 3 clusters Score -1703333 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1704256.625000 Penalty: 4776.531250
	Iteration 2F: 3 clusters Score -1704257 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1705100.875000 Penalty: 4776.531250
	Iteration 3F: 3 clusters Score -1705101 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1705924.875000 Penalty: 4776.531250
	Iteration 4F: 3 clusters Score -1705925 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1706620.875000 Penalty: 4776.531250
	Iteration 5F: 3 clusters Score -1706621 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1707109.000000 Penalty: 4776.531250
	Iteration 6F: 3 clusters Score -1707109 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1707404.875000 Penalty: 4776.531250
	Iteration 7Q: 3 clusters Score -1707405 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1707626.125000 Penalty: 4776.531250
	Iteration 8Q: 3 clusters Score -1707626 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1707773.875000 Penalty: 4776.531250
	Iteration 9Q: 3 clusters Score -1707774 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1707867.000000 Penalty: 4776.531250
	Iteration 10Q: 3 clusters Score -1707867 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1707945.875000 Penalty: 4776.531250
	Iteration 11Q: 3 clusters Score -1707946 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1708016.375000 Penalty: 4776.531250
	Iteration 12Q: 3 clusters Score -1708016 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1708079.625000 Penalty: 4776.531250
	Iteration 13Q: 3 clusters Score -1708080 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1708146.875000 Penalty: 4776.531250
	Iteration 14Q: 3 clusters Score -1708147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1708218.625000 Penalty: 4776.531250
	Iteration 15Q: 3 clusters Score -1708219 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1708321.500000 Penalty: 4776.531250
	Iteration 16Q: 3 clusters Score -1708322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1708447.750000 Penalty: 4776.531250
	Iteration 17Q: 3 clusters Score -1708448 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1708610.750000 Penalty: 4776.531250
	Iteration 18Q: 3 clusters Score -1708611 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1708777.000000 Penalty: 4776.531250
	Iteration 19Q: 3 clusters Score -1708777 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1708956.375000 Penalty: 4776.531250
	Iteration 20F: 3 clusters Score -1708956 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1709122.875000 Penalty: 4776.531250
	Iteration 21Q: 3 clusters Score -1709123 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1709276.625000 Penalty: 4776.531250
	Iteration 22Q: 3 clusters Score -1709277 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1709396.875000 Penalty: 4776.531250
	Iteration 23Q: 3 clusters Score -1709397 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1709490.750000 Penalty: 4776.531250
	Iteration 24Q: 3 clusters Score -1709491 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1709570.750000 Penalty: 4776.531250
	Iteration 25Q: 3 clusters Score -1709571 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1709642.625000 Penalty: 4776.531250
	Iteration 26Q: 3 clusters Score -1709643 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1709702.500000 Penalty: 4776.531250
	Iteration 27Q: 3 clusters Score -1709702 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1709760.250000 Penalty: 4776.531250
	Iteration 28Q: 3 clusters Score -1709760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1709811.500000 Penalty: 4776.531250
	Iteration 29Q: 3 clusters Score -1709812 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1709853.500000 Penalty: 4776.531250
	Iteration 30Q: 3 clusters Score -1709854 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1709886.250000 Penalty: 4776.531250
	Iteration 31Q: 3 clusters Score -1709886 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1709928.375000 Penalty: 4776.531250
	Iteration 32Q: 3 clusters Score -1709928 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1709973.625000 Penalty: 4776.531250
	Iteration 33Q: 3 clusters Score -1709974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1710022.375000 Penalty: 4776.531250
	Iteration 34Q: 3 clusters Score -1710022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1710065.250000 Penalty: 4776.531250
	Iteration 35Q: 3 clusters Score -1710065 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1710119.000000 Penalty: 4776.531250
	Iteration 36Q: 3 clusters Score -1710119 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1710163.750000 Penalty: 4776.531250
	Iteration 37Q: 3 clusters Score -1710164 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1710212.750000 Penalty: 4776.531250
	Iteration 38Q: 3 clusters Score -1710213 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1710255.000000 Penalty: 4776.531250
	Iteration 39Q: 3 clusters Score -1710255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1710295.375000 Penalty: 4776.531250
	Iteration 40F: 3 clusters Score -1710295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1710325.500000 Penalty: 4776.531250
	Iteration 41Q: 3 clusters Score -1710326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1710346.375000 Penalty: 4776.531250
	Iteration 42Q: 3 clusters Score -1710346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1710361.750000 Penalty: 4776.531250
	Iteration 43Q: 3 clusters Score -1710362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1710368.625000 Penalty: 4776.531250
	Iteration 44Q: 3 clusters Score -1710369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1710380.375000 Penalty: 4776.531250
	Iteration 45Q: 3 clusters Score -1710380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1710384.500000 Penalty: 4776.531250
	Iteration 46Q: 3 clusters Score -1710384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1710388.000000 Penalty: 4776.531250
	Iteration 47Q: 3 clusters Score -1710388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1710391.875000 Penalty: 4776.531250
	Iteration 48Q: 3 clusters Score -1710392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1710389.000000 Penalty: 4776.531250
	Iteration 49Q: 3 clusters Score -1710389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1710393.125000 Penalty: 4776.531250
	Iteration 50Q: 3 clusters Score -1710393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1710392.125000 Penalty: 4776.531250
	Iteration 51Q: 3 clusters Score -1710392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1710396.000000 Penalty: 4776.531250
	Iteration 52Q: 3 clusters Score -1710396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1710398.375000 Penalty: 4776.531250
	Iteration 53Q: 3 clusters Score -1710398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1710400.125000 Penalty: 4776.531250
	Iteration 54Q: 3 clusters Score -1710400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1710398.625000 Penalty: 4776.531250
	Iteration 55Q: 3 clusters Score -1710399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1710398.625000 Penalty: 4776.531250
	Iteration 56Q: 3 clusters Score -1710399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1710399.125000 Penalty: 4776.531250
	Iteration 57Q: 3 clusters Score -1710399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1710401.000000 Penalty: 4776.531250
	Iteration 58Q: 3 clusters Score -1710401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1710402.125000 Penalty: 4776.531250
	Iteration 59Q: 3 clusters Score -1710402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1710402.375000 Penalty: 4776.531250
	Iteration 60F: 3 clusters Score -1710402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1710407.250000 Penalty: 4776.531250
	Iteration 61Q: 3 clusters Score -1710407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1710407.500000 Penalty: 4776.531250
	Iteration 62Q: 3 clusters Score -1710408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1710404.500000 Penalty: 4776.531250
	Iteration 63Q: 3 clusters Score -1710404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1710405.875000 Penalty: 4776.531250
	Iteration 64Q: 3 clusters Score -1710406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1710405.125000 Penalty: 4776.531250
	Iteration 65Q: 3 clusters Score -1710405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1710405.375000 Penalty: 4776.531250
	Iteration 66Q: 3 clusters Score -1710405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1710407.375000 Penalty: 4776.531250
	Iteration 67Q: 3 clusters Score -1710407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1710407.375000 Penalty: 4776.531250
	Iteration 68F: 3 clusters Score -1710407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 400 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 21170 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 20289 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 92382 members 
Mstep: Class 31 contains 6813 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 11701 members 
Mstep: Class 34 contains 14097 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 11001 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 3529 members 
Mstep: Class 42 contains 10784 members 
Mstep: Class 43 contains 29943 members 
Mstep: Class 44 contains 895 members 
Mstep: Class 45 contains 5757 members 
Mstep: Class 46 contains 4609 members 
Mstep: Class 47 contains 638 members 
Mstep: Class 48 contains 6526 members 
Mstep: Class 49 contains 6628 members 
Mstep: Class 50 contains 135777 members 
Mstep: Class 51 contains 2696 members 
Mstep: Class 52 contains 3515 members 
Entering Unmasked Estep 
Score: -133624440.000000 Penalty: 180279.453125
Splitting cluster 33 changes total score from -133564480.000000 to -133624440.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 34 (14097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Entering Unmasked Estep 
Score: -1620568.000000 Penalty: 2369.322021
	Iteration 0F: 2 clusters Score -1620568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1610298.625000 Penalty: 4738.644043
	Iteration 0F: 3 clusters Score -1610299 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1613987.500000 Penalty: 4738.644043
	Iteration 1F: 3 clusters Score -1613988 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1614774.500000 Penalty: 4738.644043
	Iteration 2F: 3 clusters Score -1614774 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1615559.250000 Penalty: 4738.644043
	Iteration 3F: 3 clusters Score -1615559 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1616256.875000 Penalty: 4738.644043
	Iteration 4F: 3 clusters Score -1616257 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1616867.125000 Penalty: 4738.644043
	Iteration 5F: 3 clusters Score -1616867 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1617310.500000 Penalty: 4738.644043
	Iteration 6F: 3 clusters Score -1617310 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1617626.125000 Penalty: 4738.644043
	Iteration 7Q: 3 clusters Score -1617626 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1617826.000000 Penalty: 4738.644043
	Iteration 8Q: 3 clusters Score -1617826 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1617938.625000 Penalty: 4738.644043
	Iteration 9Q: 3 clusters Score -1617939 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1618024.500000 Penalty: 4738.644043
	Iteration 10Q: 3 clusters Score -1618024 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1618078.000000 Penalty: 4738.644043
	Iteration 11Q: 3 clusters Score -1618078 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1618103.375000 Penalty: 4738.644043
	Iteration 12Q: 3 clusters Score -1618103 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1618133.750000 Penalty: 4738.644043
	Iteration 13Q: 3 clusters Score -1618134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1618153.000000 Penalty: 4738.644043
	Iteration 14Q: 3 clusters Score -1618153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1618162.750000 Penalty: 4738.644043
	Iteration 15Q: 3 clusters Score -1618163 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1618176.750000 Penalty: 4738.644043
	Iteration 16Q: 3 clusters Score -1618177 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1618192.125000 Penalty: 4738.644043
	Iteration 17Q: 3 clusters Score -1618192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1618207.875000 Penalty: 4738.644043
	Iteration 18Q: 3 clusters Score -1618208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1618217.750000 Penalty: 4738.644043
	Iteration 19Q: 3 clusters Score -1618218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1618225.625000 Penalty: 4738.644043
	Iteration 20F: 3 clusters Score -1618226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1618237.000000 Penalty: 4738.644043
	Iteration 21Q: 3 clusters Score -1618237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1618246.625000 Penalty: 4738.644043
	Iteration 22Q: 3 clusters Score -1618247 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1618256.375000 Penalty: 4738.644043
	Iteration 23Q: 3 clusters Score -1618256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1618267.875000 Penalty: 4738.644043
	Iteration 24Q: 3 clusters Score -1618268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1618273.625000 Penalty: 4738.644043
	Iteration 25Q: 3 clusters Score -1618274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1618279.375000 Penalty: 4738.644043
	Iteration 26Q: 3 clusters Score -1618279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1618294.500000 Penalty: 4738.644043
	Iteration 27Q: 3 clusters Score -1618294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1618299.875000 Penalty: 4738.644043
	Iteration 28Q: 3 clusters Score -1618300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1618309.375000 Penalty: 4738.644043
	Iteration 29Q: 3 clusters Score -1618309 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1618316.625000 Penalty: 4738.644043
	Iteration 30Q: 3 clusters Score -1618317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1618330.750000 Penalty: 4738.644043
	Iteration 31Q: 3 clusters Score -1618331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1618334.875000 Penalty: 4738.644043
	Iteration 32Q: 3 clusters Score -1618335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1618348.750000 Penalty: 4738.644043
	Iteration 33Q: 3 clusters Score -1618349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1618352.125000 Penalty: 4738.644043
	Iteration 34Q: 3 clusters Score -1618352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1618357.250000 Penalty: 4738.644043
	Iteration 35Q: 3 clusters Score -1618357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1618365.125000 Penalty: 4738.644043
	Iteration 36Q: 3 clusters Score -1618365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1618377.000000 Penalty: 4738.644043
	Iteration 37Q: 3 clusters Score -1618377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1618385.125000 Penalty: 4738.644043
	Iteration 38Q: 3 clusters Score -1618385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1618399.125000 Penalty: 4738.644043
	Iteration 39Q: 3 clusters Score -1618399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1618414.625000 Penalty: 4738.644043
	Iteration 40F: 3 clusters Score -1618415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1618440.250000 Penalty: 4738.644043
	Iteration 41Q: 3 clusters Score -1618440 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1618460.500000 Penalty: 4738.644043
	Iteration 42Q: 3 clusters Score -1618460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1618491.750000 Penalty: 4738.644043
	Iteration 43Q: 3 clusters Score -1618492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1618518.375000 Penalty: 4738.644043
	Iteration 44Q: 3 clusters Score -1618518 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1618553.500000 Penalty: 4738.644043
	Iteration 45Q: 3 clusters Score -1618554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1618585.500000 Penalty: 4738.644043
	Iteration 46Q: 3 clusters Score -1618586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1618620.875000 Penalty: 4738.644043
	Iteration 47Q: 3 clusters Score -1618621 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1618638.375000 Penalty: 4738.644043
	Iteration 48Q: 3 clusters Score -1618638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1618662.375000 Penalty: 4738.644043
	Iteration 49Q: 3 clusters Score -1618662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1618682.000000 Penalty: 4738.644043
	Iteration 50Q: 3 clusters Score -1618682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1618706.375000 Penalty: 4738.644043
	Iteration 51Q: 3 clusters Score -1618706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1618721.500000 Penalty: 4738.644043
	Iteration 52Q: 3 clusters Score -1618722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1618740.000000 Penalty: 4738.644043
	Iteration 53Q: 3 clusters Score -1618740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1618760.750000 Penalty: 4738.644043
	Iteration 54Q: 3 clusters Score -1618761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1618776.750000 Penalty: 4738.644043
	Iteration 55Q: 3 clusters Score -1618777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1618798.125000 Penalty: 4738.644043
	Iteration 56Q: 3 clusters Score -1618798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1618806.625000 Penalty: 4738.644043
	Iteration 57Q: 3 clusters Score -1618807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1618818.750000 Penalty: 4738.644043
	Iteration 58Q: 3 clusters Score -1618819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1618828.625000 Penalty: 4738.644043
	Iteration 59Q: 3 clusters Score -1618829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1618833.750000 Penalty: 4738.644043
	Iteration 60F: 3 clusters Score -1618834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1618835.875000 Penalty: 4738.644043
	Iteration 61Q: 3 clusters Score -1618836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1618844.250000 Penalty: 4738.644043
	Iteration 62Q: 3 clusters Score -1618844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1618848.625000 Penalty: 4738.644043
	Iteration 63Q: 3 clusters Score -1618849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1618847.000000 Penalty: 4738.644043
	Iteration 64Q: 3 clusters Score -1618847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1618853.625000 Penalty: 4738.644043
	Iteration 65Q: 3 clusters Score -1618854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1618861.375000 Penalty: 4738.644043
	Iteration 66Q: 3 clusters Score -1618861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1618861.750000 Penalty: 4738.644043
	Iteration 67Q: 3 clusters Score -1618862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1618866.875000 Penalty: 4738.644043
	Iteration 68Q: 3 clusters Score -1618867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1618862.750000 Penalty: 4738.644043
	Iteration 69Q: 3 clusters Score -1618863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1618869.250000 Penalty: 4738.644043
	Iteration 70Q: 3 clusters Score -1618869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1618873.125000 Penalty: 4738.644043
	Iteration 71Q: 3 clusters Score -1618873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1618874.750000 Penalty: 4738.644043
	Iteration 72Q: 3 clusters Score -1618875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1618874.750000 Penalty: 4738.644043
	Iteration 73Q: 3 clusters Score -1618875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1618882.875000 Penalty: 4738.644043
	Iteration 74Q: 3 clusters Score -1618883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1618887.375000 Penalty: 4738.644043
	Iteration 75Q: 3 clusters Score -1618887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1618890.875000 Penalty: 4738.644043
	Iteration 76Q: 3 clusters Score -1618891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1618891.500000 Penalty: 4738.644043
	Iteration 77Q: 3 clusters Score -1618892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1618894.125000 Penalty: 4738.644043
	Iteration 78Q: 3 clusters Score -1618894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1618895.500000 Penalty: 4738.644043
	Iteration 79Q: 3 clusters Score -1618896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1618895.375000 Penalty: 4738.644043
	Iteration 80F: 3 clusters Score -1618895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1618896.125000 Penalty: 4738.644043
	Iteration 81Q: 3 clusters Score -1618896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1618897.000000 Penalty: 4738.644043
	Iteration 82Q: 3 clusters Score -1618897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1618904.125000 Penalty: 4738.644043
	Iteration 83Q: 3 clusters Score -1618904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1618904.625000 Penalty: 4738.644043
	Iteration 84Q: 3 clusters Score -1618905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1618906.625000 Penalty: 4738.644043
	Iteration 85Q: 3 clusters Score -1618907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1618910.125000 Penalty: 4738.644043
	Iteration 86Q: 3 clusters Score -1618910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1618909.500000 Penalty: 4738.644043
	Iteration 87Q: 3 clusters Score -1618910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1618914.375000 Penalty: 4738.644043
	Iteration 88Q: 3 clusters Score -1618914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1618916.625000 Penalty: 4738.644043
	Iteration 89Q: 3 clusters Score -1618917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1618916.500000 Penalty: 4738.644043
	Iteration 90Q: 3 clusters Score -1618916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1618918.750000 Penalty: 4738.644043
	Iteration 91Q: 3 clusters Score -1618919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1618918.750000 Penalty: 4738.644043
	Iteration 92Q: 3 clusters Score -1618919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1618923.125000 Penalty: 4738.644043
	Iteration 93Q: 3 clusters Score -1618923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1618921.750000 Penalty: 4738.644043
	Iteration 94Q: 3 clusters Score -1618922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1618922.375000 Penalty: 4738.644043
	Iteration 95Q: 3 clusters Score -1618922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1618925.875000 Penalty: 4738.644043
	Iteration 96Q: 3 clusters Score -1618926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1618928.000000 Penalty: 4738.644043
	Iteration 97Q: 3 clusters Score -1618928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1618927.875000 Penalty: 4738.644043
	Iteration 98Q: 3 clusters Score -1618928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1618926.875000 Penalty: 4738.644043
	Iteration 99Q: 3 clusters Score -1618927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1618924.750000 Penalty: 4738.644043
	Iteration 100F: 3 clusters Score -1618925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1618922.750000 Penalty: 4738.644043
	Iteration 101Q: 3 clusters Score -1618923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1618924.125000 Penalty: 4738.644043
	Iteration 102Q: 3 clusters Score -1618924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1618927.125000 Penalty: 4738.644043
	Iteration 103Q: 3 clusters Score -1618927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1618930.250000 Penalty: 4738.644043
	Iteration 104Q: 3 clusters Score -1618930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1618927.250000 Penalty: 4738.644043
	Iteration 105Q: 3 clusters Score -1618927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1618927.250000 Penalty: 4738.644043
	Iteration 106F: 3 clusters Score -1618927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 67469 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 75809 members 
Mstep: Class 17 contains 46448 members 
Mstep: Class 18 contains 53484 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 400 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 21170 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 20289 members 
Mstep: Class 28 contains 77325 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 92382 members 
Mstep: Class 31 contains 6813 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 11701 members 
Mstep: Class 34 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 44. Lose 2865.455078 but Gain 3466.906250
Score: -133644408.000000 Penalty: 176812.546875
Iteration 79Q: 52 clusters Score -1.336444e+08 nChanged 30849
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 1983 members 
Mstep: Class 3 contains 4936 members 
Mstep: Class 4 contains 58831 members 
Mstep: Class 5 contains 35717 members 
Mstep: Class 6 contains 67289 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 175487 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 17674 members 
Mstep: Class 11 contains 6711 members 
Mstep: Class 12 contains 6897 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 14122 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 76863 members 
Mstep: Class 17 contains 46073 members 
Mstep: Class 18 contains 54380 members 
Mstep: Class 19 contains 3588 members 
Mstep: Class 20 contains 21979 members 
Mstep: Class 21 contains 20476 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 17362 members 
Mstep: Class 25 contains 21373 members 
Mstep: Class 26 contains 21520 members 
Mstep: Class 27 contains 20600 members 
Mstep: Class 28 contains 79676 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 93497 members 
Mstep: Class 31 contains 7017 members 
Mstep: Class 32 contains 5818 members 
Mstep: Class 33 contains 11989 members 
Mstep: Class 34 contains 14100 members 
Mstep: Class 35 contains 1413 members 
Mstep: Class 36 contains 10725 members 
Mstep: Class 37 contains 3899 members 
Mstep: Class 38 contains 2872 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 3457 members 
Mstep: Class 42 contains 10573 members 
Mstep: Class 43 contains 28308 members 
Mstep: Class 45 contains 5508 members 
Mstep: Class 46 contains 4318 members 
Mstep: Class 47 contains 633 members 
Mstep: Class 48 contains 6395 members 
Mstep: Class 49 contains 6353 members 
Mstep: Class 50 contains 131033 members 
Mstep: Class 51 contains 2660 members 
Mstep: Class 52 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133660944.000000 Penalty: 176812.546875
Iteration 80F: 52 clusters Score -1.336609e+08 nChanged 25074
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 57825 members 
Mstep: Class 5 contains 34424 members 
Mstep: Class 6 contains 67078 members 
Mstep: Class 7 contains 7988 members 
Mstep: Class 8 contains 175591 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 17707 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 6940 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 14218 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 73926 members 
Mstep: Class 17 contains 44276 members 
Mstep: Class 18 contains 54320 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 20 contains 21994 members 
Mstep: Class 21 contains 20158 members 
Mstep: Class 22 contains 6403 members 
Mstep: Class 23 contains 393 members 
Mstep: Class 24 contains 17332 members 
Mstep: Class 25 contains 21209 members 
Mstep: Class 26 contains 21078 members 
Mstep: Class 27 contains 20737 members 
Mstep: Class 28 contains 80791 members 
Mstep: Class 29 contains 5161 members 
Mstep: Class 30 contains 93798 members 
Mstep: Class 31 contains 7050 members 
Mstep: Class 32 contains 5725 members 
Mstep: Class 33 contains 11903 members 
Mstep: Class 34 contains 14093 members 
Mstep: Class 35 contains 1480 members 
Mstep: Class 36 contains 10595 members 
Mstep: Class 37 contains 4772 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 2621 members 
Mstep: Class 41 contains 3850 members 
Mstep: Class 42 contains 10889 members 
Mstep: Class 43 contains 28308 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 4629 members 
Mstep: Class 47 contains 681 members 
Mstep: Class 48 contains 6444 members 
Mstep: Class 49 contains 6763 members 
Mstep: Class 50 contains 134484 members 
Mstep: Class 51 contains 2693 members 
Mstep: Class 52 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133669688.000000 Penalty: 176812.546875
Iteration 81Q: 52 clusters Score -1.336697e+08 nChanged 15075
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 2122 members 
Mstep: Class 3 contains 4909 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 33611 members 
Mstep: Class 6 contains 66851 members 
Mstep: Class 7 contains 7988 members 
Mstep: Class 8 contains 175651 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 17675 members 
Mstep: Class 11 contains 6703 members 
Mstep: Class 12 contains 7009 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 14408 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 71428 members 
Mstep: Class 17 contains 42709 members 
Mstep: Class 18 contains 54260 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 22163 members 
Mstep: Class 21 contains 19946 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 17319 members 
Mstep: Class 25 contains 21073 members 
Mstep: Class 26 contains 20924 members 
Mstep: Class 27 contains 20879 members 
Mstep: Class 28 contains 81871 members 
Mstep: Class 29 contains 5133 members 
Mstep: Class 30 contains 94310 members 
Mstep: Class 31 contains 7108 members 
Mstep: Class 32 contains 5632 members 
Mstep: Class 33 contains 11871 members 
Mstep: Class 34 contains 14107 members 
Mstep: Class 35 contains 1534 members 
Mstep: Class 36 contains 10472 members 
Mstep: Class 37 contains 5494 members 
Mstep: Class 38 contains 3005 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 2662 members 
Mstep: Class 41 contains 4066 members 
Mstep: Class 42 contains 11018 members 
Mstep: Class 43 contains 28155 members 
Mstep: Class 45 contains 5584 members 
Mstep: Class 46 contains 4775 members 
Mstep: Class 47 contains 696 members 
Mstep: Class 48 contains 6449 members 
Mstep: Class 49 contains 7042 members 
Mstep: Class 50 contains 136892 members 
Mstep: Class 51 contains 2713 members 
Mstep: Class 52 contains 3489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133673760.000000 Penalty: 176812.546875
Iteration 82Q: 52 clusters Score -1.336738e+08 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4902 members 
Mstep: Class 4 contains 56509 members 
Mstep: Class 5 contains 32895 members 
Mstep: Class 6 contains 66640 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 175643 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 17605 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 14581 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 69165 members 
Mstep: Class 17 contains 41224 members 
Mstep: Class 18 contains 54222 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 22391 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 384 members 
Mstep: Class 24 contains 17330 members 
Mstep: Class 25 contains 20953 members 
Mstep: Class 26 contains 20838 members 
Mstep: Class 27 contains 21023 members 
Mstep: Class 28 contains 82801 members 
Mstep: Class 29 contains 5109 members 
Mstep: Class 30 contains 94841 members 
Mstep: Class 31 contains 7141 members 
Mstep: Class 32 contains 5563 members 
Mstep: Class 33 contains 11854 members 
Mstep: Class 34 contains 14115 members 
Mstep: Class 35 contains 1579 members 
Mstep: Class 36 contains 10371 members 
Mstep: Class 37 contains 6169 members 
Mstep: Class 38 contains 3030 members 
Mstep: Class 39 contains 294 members 
Mstep: Class 40 contains 2695 members 
Mstep: Class 41 contains 4230 members 
Mstep: Class 42 contains 11100 members 
Mstep: Class 43 contains 27983 members 
Mstep: Class 45 contains 5592 members 
Mstep: Class 46 contains 4867 members 
Mstep: Class 47 contains 706 members 
Mstep: Class 48 contains 6445 members 
Mstep: Class 49 contains 7333 members 
Mstep: Class 50 contains 139060 members 
Mstep: Class 51 contains 2729 members 
Mstep: Class 52 contains 3500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133676160.000000 Penalty: 176812.546875
Iteration 83Q: 52 clusters Score -1.336762e+08 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 4893 members 
Mstep: Class 4 contains 55953 members 
Mstep: Class 5 contains 32325 members 
Mstep: Class 6 contains 66445 members 
Mstep: Class 7 contains 8006 members 
Mstep: Class 8 contains 175611 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 17499 members 
Mstep: Class 11 contains 6731 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 14788 members 
Mstep: Class 15 contains 1842 members 
Mstep: Class 16 contains 67008 members 
Mstep: Class 17 contains 39766 members 
Mstep: Class 18 contains 54166 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 22675 members 
Mstep: Class 21 contains 19741 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 17339 members 
Mstep: Class 25 contains 20836 members 
Mstep: Class 26 contains 20743 members 
Mstep: Class 27 contains 21123 members 
Mstep: Class 28 contains 83654 members 
Mstep: Class 29 contains 5093 members 
Mstep: Class 30 contains 95317 members 
Mstep: Class 31 contains 7169 members 
Mstep: Class 32 contains 5479 members 
Mstep: Class 33 contains 11842 members 
Mstep: Class 34 contains 14124 members 
Mstep: Class 35 contains 1604 members 
Mstep: Class 36 contains 10303 members 
Mstep: Class 37 contains 6857 members 
Mstep: Class 38 contains 3053 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 4378 members 
Mstep: Class 42 contains 11152 members 
Mstep: Class 43 contains 27816 members 
Mstep: Class 45 contains 5596 members 
Mstep: Class 46 contains 4927 members 
Mstep: Class 47 contains 711 members 
Mstep: Class 48 contains 6449 members 
Mstep: Class 49 contains 7626 members 
Mstep: Class 50 contains 141182 members 
Mstep: Class 51 contains 2737 members 
Mstep: Class 52 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133677984.000000 Penalty: 176812.546875
Iteration 84Q: 52 clusters Score -1.33678e+08 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 55510 members 
Mstep: Class 5 contains 31838 members 
Mstep: Class 6 contains 66272 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 175559 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 17377 members 
Mstep: Class 11 contains 6744 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 14973 members 
Mstep: Class 15 contains 1849 members 
Mstep: Class 16 contains 64914 members 
Mstep: Class 17 contains 38332 members 
Mstep: Class 18 contains 54074 members 
Mstep: Class 19 contains 3542 members 
Mstep: Class 20 contains 22954 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 6422 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 17347 members 
Mstep: Class 25 contains 20749 members 
Mstep: Class 26 contains 20671 members 
Mstep: Class 27 contains 21213 members 
Mstep: Class 28 contains 84488 members 
Mstep: Class 29 contains 5088 members 
Mstep: Class 30 contains 95687 members 
Mstep: Class 31 contains 7204 members 
Mstep: Class 32 contains 5380 members 
Mstep: Class 33 contains 11822 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 1620 members 
Mstep: Class 36 contains 10237 members 
Mstep: Class 37 contains 7550 members 
Mstep: Class 38 contains 3056 members 
Mstep: Class 39 contains 301 members 
Mstep: Class 40 contains 2755 members 
Mstep: Class 41 contains 4522 members 
Mstep: Class 42 contains 11184 members 
Mstep: Class 43 contains 27652 members 
Mstep: Class 45 contains 5602 members 
Mstep: Class 46 contains 4979 members 
Mstep: Class 47 contains 717 members 
Mstep: Class 48 contains 6442 members 
Mstep: Class 49 contains 7890 members 
Mstep: Class 50 contains 143265 members 
Mstep: Class 51 contains 2742 members 
Mstep: Class 52 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133680112.000000 Penalty: 176812.546875
Iteration 85Q: 52 clusters Score -1.336801e+08 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 2330 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 55133 members 
Mstep: Class 5 contains 31459 members 
Mstep: Class 6 contains 66102 members 
Mstep: Class 7 contains 8009 members 
Mstep: Class 8 contains 175516 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 17264 members 
Mstep: Class 11 contains 6757 members 
Mstep: Class 12 contains 7216 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 15164 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 62897 members 
Mstep: Class 17 contains 37007 members 
Mstep: Class 18 contains 54000 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 23294 members 
Mstep: Class 21 contains 19670 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 17354 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20603 members 
Mstep: Class 27 contains 21288 members 
Mstep: Class 28 contains 85243 members 
Mstep: Class 29 contains 5087 members 
Mstep: Class 30 contains 96012 members 
Mstep: Class 31 contains 7231 members 
Mstep: Class 32 contains 5291 members 
Mstep: Class 33 contains 11814 members 
Mstep: Class 34 contains 14164 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 10181 members 
Mstep: Class 37 contains 8179 members 
Mstep: Class 38 contains 3060 members 
Mstep: Class 39 contains 301 members 
Mstep: Class 40 contains 2762 members 
Mstep: Class 41 contains 4671 members 
Mstep: Class 42 contains 11207 members 
Mstep: Class 43 contains 27473 members 
Mstep: Class 45 contains 5606 members 
Mstep: Class 46 contains 5022 members 
Mstep: Class 47 contains 718 members 
Mstep: Class 48 contains 6424 members 
Mstep: Class 49 contains 8113 members 
Mstep: Class 50 contains 145251 members 
Mstep: Class 51 contains 2745 members 
Mstep: Class 52 contains 3544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133681960.000000 Penalty: 176812.546875
Iteration 86Q: 52 clusters Score -1.33682e+08 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 4890 members 
Mstep: Class 4 contains 54821 members 
Mstep: Class 5 contains 31154 members 
Mstep: Class 6 contains 65963 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175484 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 17138 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 7256 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 15328 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 61054 members 
Mstep: Class 17 contains 35769 members 
Mstep: Class 18 contains 53919 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 23614 members 
Mstep: Class 21 contains 19666 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17363 members 
Mstep: Class 25 contains 20602 members 
Mstep: Class 26 contains 20499 members 
Mstep: Class 27 contains 21347 members 
Mstep: Class 28 contains 85922 members 
Mstep: Class 29 contains 5087 members 
Mstep: Class 30 contains 96292 members 
Mstep: Class 31 contains 7263 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 11792 members 
Mstep: Class 34 contains 14185 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 10145 members 
Mstep: Class 37 contains 8735 members 
Mstep: Class 38 contains 3058 members 
Mstep: Class 39 contains 305 members 
Mstep: Class 40 contains 2776 members 
Mstep: Class 41 contains 4807 members 
Mstep: Class 42 contains 11223 members 
Mstep: Class 43 contains 27322 members 
Mstep: Class 45 contains 5604 members 
Mstep: Class 46 contains 5054 members 
Mstep: Class 47 contains 719 members 
Mstep: Class 48 contains 6402 members 
Mstep: Class 49 contains 8350 members 
Mstep: Class 50 contains 147119 members 
Mstep: Class 51 contains 2748 members 
Mstep: Class 52 contains 3557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133683624.000000 Penalty: 176812.546875
Iteration 87Q: 52 clusters Score -1.336836e+08 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 4894 members 
Mstep: Class 4 contains 54550 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 65862 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175460 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 17033 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 12 contains 7281 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 15458 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 59302 members 
Mstep: Class 17 contains 34647 members 
Mstep: Class 18 contains 53869 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 23863 members 
Mstep: Class 21 contains 19652 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17371 members 
Mstep: Class 25 contains 20527 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 21397 members 
Mstep: Class 28 contains 86462 members 
Mstep: Class 29 contains 5087 members 
Mstep: Class 30 contains 96544 members 
Mstep: Class 31 contains 7303 members 
Mstep: Class 32 contains 5123 members 
Mstep: Class 33 contains 11771 members 
Mstep: Class 34 contains 14206 members 
Mstep: Class 35 contains 1621 members 
Mstep: Class 36 contains 10113 members 
Mstep: Class 37 contains 9177 members 
Mstep: Class 38 contains 3058 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 2788 members 
Mstep: Class 41 contains 4900 members 
Mstep: Class 42 contains 11240 members 
Mstep: Class 43 contains 27164 members 
Mstep: Class 45 contains 5606 members 
Mstep: Class 46 contains 5080 members 
Mstep: Class 47 contains 720 members 
Mstep: Class 48 contains 6381 members 
Mstep: Class 49 contains 8566 members 
Mstep: Class 50 contains 148955 members 
Mstep: Class 51 contains 2753 members 
Mstep: Class 52 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133684696.000000 Penalty: 176812.546875
Iteration 88Q: 52 clusters Score -1.336847e+08 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 54313 members 
Mstep: Class 5 contains 30760 members 
Mstep: Class 6 contains 65780 members 
Mstep: Class 7 contains 8009 members 
Mstep: Class 8 contains 175433 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 16960 members 
Mstep: Class 11 contains 6785 members 
Mstep: Class 12 contains 7292 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 15563 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 57639 members 
Mstep: Class 17 contains 33655 members 
Mstep: Class 18 contains 53841 members 
Mstep: Class 19 contains 3533 members 
Mstep: Class 20 contains 24112 members 
Mstep: Class 21 contains 19647 members 
Mstep: Class 22 contains 6421 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 17377 members 
Mstep: Class 25 contains 20465 members 
Mstep: Class 26 contains 20380 members 
Mstep: Class 27 contains 21435 members 
Mstep: Class 28 contains 86997 members 
Mstep: Class 29 contains 5089 members 
Mstep: Class 30 contains 96728 members 
Mstep: Class 31 contains 7333 members 
Mstep: Class 32 contains 5036 members 
Mstep: Class 33 contains 11763 members 
Mstep: Class 34 contains 14224 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 10073 members 
Mstep: Class 37 contains 9539 members 
Mstep: Class 38 contains 3057 members 
Mstep: Class 39 contains 315 members 
Mstep: Class 40 contains 2795 members 
Mstep: Class 41 contains 4997 members 
Mstep: Class 42 contains 11247 members 
Mstep: Class 43 contains 27018 members 
Mstep: Class 45 contains 5612 members 
Mstep: Class 46 contains 5105 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 6364 members 
Mstep: Class 49 contains 8751 members 
Mstep: Class 50 contains 150720 members 
Mstep: Class 51 contains 2758 members 
Mstep: Class 52 contains 3582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133686120.000000 Penalty: 176812.546875
Iteration 89Q: 52 clusters Score -1.336861e+08 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 4887 members 
Mstep: Class 4 contains 54156 members 
Mstep: Class 5 contains 30600 members 
Mstep: Class 6 contains 65690 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 175415 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 16905 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7292 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 15683 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 16 contains 55968 members 
Mstep: Class 17 contains 32734 members 
Mstep: Class 18 contains 53814 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 24366 members 
Mstep: Class 21 contains 19647 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 17380 members 
Mstep: Class 25 contains 20404 members 
Mstep: Class 26 contains 20331 members 
Mstep: Class 27 contains 21463 members 
Mstep: Class 28 contains 87490 members 
Mstep: Class 29 contains 5090 members 
Mstep: Class 30 contains 96859 members 
Mstep: Class 31 contains 7365 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 11746 members 
Mstep: Class 34 contains 14234 members 
Mstep: Class 35 contains 1640 members 
Mstep: Class 36 contains 10020 members 
Mstep: Class 37 contains 9810 members 
Mstep: Class 38 contains 3057 members 
Mstep: Class 39 contains 324 members 
Mstep: Class 40 contains 2793 members 
Mstep: Class 41 contains 5093 members 
Mstep: Class 42 contains 11253 members 
Mstep: Class 43 contains 26880 members 
Mstep: Class 45 contains 5616 members 
Mstep: Class 46 contains 5119 members 
Mstep: Class 47 contains 723 members 
Mstep: Class 48 contains 6348 members 
Mstep: Class 49 contains 8897 members 
Mstep: Class 50 contains 152534 members 
Mstep: Class 51 contains 2761 members 
Mstep: Class 52 contains 3596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133687080.000000 Penalty: 176812.546875
Iteration 90Q: 52 clusters Score -1.336871e+08 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 2488 members 
Mstep: Class 3 contains 4886 members 
Mstep: Class 4 contains 54015 members 
Mstep: Class 5 contains 30517 members 
Mstep: Class 6 contains 65606 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 175393 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 6803 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 15804 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 16 contains 54370 members 
Mstep: Class 17 contains 31802 members 
Mstep: Class 18 contains 53800 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 24601 members 
Mstep: Class 21 contains 19639 members 
Mstep: Class 22 contains 6416 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 17385 members 
Mstep: Class 25 contains 20364 members 
Mstep: Class 26 contains 20287 members 
Mstep: Class 27 contains 21493 members 
Mstep: Class 28 contains 87936 members 
Mstep: Class 29 contains 5090 members 
Mstep: Class 30 contains 96976 members 
Mstep: Class 31 contains 7394 members 
Mstep: Class 32 contains 4847 members 
Mstep: Class 33 contains 11721 members 
Mstep: Class 34 contains 14243 members 
Mstep: Class 35 contains 1677 members 
Mstep: Class 36 contains 9954 members 
Mstep: Class 37 contains 10036 members 
Mstep: Class 38 contains 3060 members 
Mstep: Class 39 contains 324 members 
Mstep: Class 40 contains 2789 members 
Mstep: Class 41 contains 5183 members 
Mstep: Class 42 contains 11264 members 
Mstep: Class 43 contains 26753 members 
Mstep: Class 45 contains 5618 members 
Mstep: Class 46 contains 5157 members 
Mstep: Class 47 contains 724 members 
Mstep: Class 48 contains 6339 members 
Mstep: Class 49 contains 9011 members 
Mstep: Class 50 contains 154274 members 
Mstep: Class 51 contains 2762 members 
Mstep: Class 52 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133688760.000000 Penalty: 176812.546875
Iteration 91Q: 52 clusters Score -1.336888e+08 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 4885 members 
Mstep: Class 4 contains 53853 members 
Mstep: Class 5 contains 30493 members 
Mstep: Class 6 contains 65511 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 175363 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 16811 members 
Mstep: Class 11 contains 6804 members 
Mstep: Class 12 contains 7317 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 15940 members 
Mstep: Class 15 contains 1871 members 
Mstep: Class 16 contains 52772 members 
Mstep: Class 17 contains 30894 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 3533 members 
Mstep: Class 20 contains 24827 members 
Mstep: Class 21 contains 19642 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 17380 members 
Mstep: Class 25 contains 20310 members 
Mstep: Class 26 contains 20266 members 
Mstep: Class 27 contains 21527 members 
Mstep: Class 28 contains 88328 members 
Mstep: Class 29 contains 5090 members 
Mstep: Class 30 contains 97093 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 4767 members 
Mstep: Class 33 contains 11706 members 
Mstep: Class 34 contains 14250 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 9890 members 
Mstep: Class 37 contains 10231 members 
Mstep: Class 38 contains 3061 members 
Mstep: Class 39 contains 324 members 
Mstep: Class 40 contains 2791 members 
Mstep: Class 41 contains 5271 members 
Mstep: Class 42 contains 11265 members 
Mstep: Class 43 contains 26646 members 
Mstep: Class 45 contains 5616 members 
Mstep: Class 46 contains 5196 members 
Mstep: Class 47 contains 725 members 
Mstep: Class 48 contains 6327 members 
Mstep: Class 49 contains 9101 members 
Mstep: Class 50 contains 156019 members 
Mstep: Class 51 contains 2762 members 
Mstep: Class 52 contains 3622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133689312.000000 Penalty: 176812.546875
Iteration 92Q: 52 clusters Score -1.336893e+08 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 2518 members 
Mstep: Class 3 contains 4885 members 
Mstep: Class 4 contains 53712 members 
Mstep: Class 5 contains 30527 members 
Mstep: Class 6 contains 65433 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 175331 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 16776 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 7329 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 16047 members 
Mstep: Class 15 contains 1873 members 
Mstep: Class 16 contains 51194 members 
Mstep: Class 17 contains 30036 members 
Mstep: Class 18 contains 53733 members 
Mstep: Class 19 contains 3533 members 
Mstep: Class 20 contains 25065 members 
Mstep: Class 21 contains 19638 members 
Mstep: Class 22 contains 6414 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17382 members 
Mstep: Class 25 contains 20269 members 
Mstep: Class 26 contains 20249 members 
Mstep: Class 27 contains 21541 members 
Mstep: Class 28 contains 88730 members 
Mstep: Class 29 contains 5090 members 
Mstep: Class 30 contains 97194 members 
Mstep: Class 31 contains 7471 members 
Mstep: Class 32 contains 4688 members 
Mstep: Class 33 contains 11699 members 
Mstep: Class 34 contains 14255 members 
Mstep: Class 35 contains 1763 members 
Mstep: Class 36 contains 9836 members 
Mstep: Class 37 contains 10367 members 
Mstep: Class 38 contains 3058 members 
Mstep: Class 39 contains 324 members 
Mstep: Class 40 contains 2791 members 
Mstep: Class 41 contains 5345 members 
Mstep: Class 42 contains 11270 members 
Mstep: Class 43 contains 26561 members 
Mstep: Class 45 contains 5615 members 
Mstep: Class 46 contains 5236 members 
Mstep: Class 47 contains 725 members 
Mstep: Class 48 contains 6297 members 
Mstep: Class 49 contains 9184 members 
Mstep: Class 50 contains 157736 members 
Mstep: Class 51 contains 2763 members 
Mstep: Class 52 contains 3622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133690752.000000 Penalty: 176812.546875
Iteration 93Q: 52 clusters Score -1.336908e+08 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4881 members 
Mstep: Class 4 contains 53595 members 
Mstep: Class 5 contains 30639 members 
Mstep: Class 6 contains 65335 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 175307 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 16743 members 
Mstep: Class 11 contains 6811 members 
Mstep: Class 12 contains 7332 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 16172 members 
Mstep: Class 15 contains 1880 members 
Mstep: Class 16 contains 49672 members 
Mstep: Class 17 contains 29153 members 
Mstep: Class 18 contains 53684 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 25308 members 
Mstep: Class 21 contains 19634 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 20218 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 21554 members 
Mstep: Class 28 contains 89142 members 
Mstep: Class 29 contains 5089 members 
Mstep: Class 30 contains 97280 members 
Mstep: Class 31 contains 7519 members 
Mstep: Class 32 contains 4601 members 
Mstep: Class 33 contains 11697 members 
Mstep: Class 34 contains 14266 members 
Mstep: Class 35 contains 1796 members 
Mstep: Class 36 contains 9798 members 
Mstep: Class 37 contains 10464 members 
Mstep: Class 38 contains 3058 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2791 members 
Mstep: Class 41 contains 5416 members 
Mstep: Class 42 contains 11272 members 
Mstep: Class 43 contains 26485 members 
Mstep: Class 45 contains 5614 members 
Mstep: Class 46 contains 5261 members 
Mstep: Class 47 contains 725 members 
Mstep: Class 48 contains 6269 members 
Mstep: Class 49 contains 9260 members 
Mstep: Class 50 contains 159379 members 
Mstep: Class 51 contains 2765 members 
Mstep: Class 52 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133691784.000000 Penalty: 176812.546875
Iteration 94Q: 52 clusters Score -1.336918e+08 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 4880 members 
Mstep: Class 4 contains 53496 members 
Mstep: Class 5 contains 30792 members 
Mstep: Class 6 contains 65248 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 175287 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 16709 members 
Mstep: Class 11 contains 6814 members 
Mstep: Class 12 contains 7338 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 16286 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 48211 members 
Mstep: Class 17 contains 28246 members 
Mstep: Class 18 contains 53647 members 
Mstep: Class 19 contains 3535 members 
Mstep: Class 20 contains 25542 members 
Mstep: Class 21 contains 19618 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17356 members 
Mstep: Class 25 contains 20200 members 
Mstep: Class 26 contains 20254 members 
Mstep: Class 27 contains 21538 members 
Mstep: Class 28 contains 89514 members 
Mstep: Class 29 contains 5089 members 
Mstep: Class 30 contains 97359 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 4508 members 
Mstep: Class 33 contains 11695 members 
Mstep: Class 34 contains 14277 members 
Mstep: Class 35 contains 1832 members 
Mstep: Class 36 contains 9751 members 
Mstep: Class 37 contains 10545 members 
Mstep: Class 38 contains 3059 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2791 members 
Mstep: Class 41 contains 5480 members 
Mstep: Class 42 contains 11271 members 
Mstep: Class 43 contains 26409 members 
Mstep: Class 45 contains 5615 members 
Mstep: Class 46 contains 5288 members 
Mstep: Class 47 contains 726 members 
Mstep: Class 48 contains 6238 members 
Mstep: Class 49 contains 9332 members 
Mstep: Class 50 contains 160975 members 
Mstep: Class 51 contains 2769 members 
Mstep: Class 52 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133692712.000000 Penalty: 176812.546875
Iteration 95Q: 52 clusters Score -1.336927e+08 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 53375 members 
Mstep: Class 5 contains 30969 members 
Mstep: Class 6 contains 65167 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 175280 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 16688 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 7332 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 16391 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 46752 members 
Mstep: Class 17 contains 27387 members 
Mstep: Class 18 contains 53571 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 25782 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17352 members 
Mstep: Class 25 contains 20183 members 
Mstep: Class 26 contains 20292 members 
Mstep: Class 27 contains 21522 members 
Mstep: Class 28 contains 89820 members 
Mstep: Class 29 contains 5090 members 
Mstep: Class 30 contains 97424 members 
Mstep: Class 31 contains 7620 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 11698 members 
Mstep: Class 34 contains 14286 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 9717 members 
Mstep: Class 37 contains 10626 members 
Mstep: Class 38 contains 3059 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2789 members 
Mstep: Class 41 contains 5539 members 
Mstep: Class 42 contains 11268 members 
Mstep: Class 43 contains 26332 members 
Mstep: Class 45 contains 5617 members 
Mstep: Class 46 contains 5326 members 
Mstep: Class 47 contains 725 members 
Mstep: Class 48 contains 6211 members 
Mstep: Class 49 contains 9385 members 
Mstep: Class 50 contains 162580 members 
Mstep: Class 51 contains 2769 members 
Mstep: Class 52 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133693240.000000 Penalty: 176812.546875
Iteration 96Q: 52 clusters Score -1.336932e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 4866 members 
Mstep: Class 4 contains 53271 members 
Mstep: Class 5 contains 31113 members 
Mstep: Class 6 contains 65093 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 175279 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 16671 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 7335 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 16494 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 45312 members 
Mstep: Class 17 contains 26555 members 
Mstep: Class 18 contains 53481 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 26021 members 
Mstep: Class 21 contains 19580 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 20146 members 
Mstep: Class 26 contains 20320 members 
Mstep: Class 27 contains 21490 members 
Mstep: Class 28 contains 90125 members 
Mstep: Class 29 contains 5089 members 
Mstep: Class 30 contains 97491 members 
Mstep: Class 31 contains 7681 members 
Mstep: Class 32 contains 4386 members 
Mstep: Class 33 contains 11695 members 
Mstep: Class 34 contains 14296 members 
Mstep: Class 35 contains 1901 members 
Mstep: Class 36 contains 9674 members 
Mstep: Class 37 contains 10683 members 
Mstep: Class 38 contains 3062 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2789 members 
Mstep: Class 41 contains 5580 members 
Mstep: Class 42 contains 11270 members 
Mstep: Class 43 contains 26242 members 
Mstep: Class 45 contains 5615 members 
Mstep: Class 46 contains 5373 members 
Mstep: Class 47 contains 726 members 
Mstep: Class 48 contains 6184 members 
Mstep: Class 49 contains 9430 members 
Mstep: Class 50 contains 164217 members 
Mstep: Class 51 contains 2770 members 
Mstep: Class 52 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133694240.000000 Penalty: 176812.546875
Iteration 97Q: 52 clusters Score -1.336942e+08 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 4865 members 
Mstep: Class 4 contains 53164 members 
Mstep: Class 5 contains 31231 members 
Mstep: Class 6 contains 65013 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 175267 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 16662 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 7339 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 16605 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 43833 members 
Mstep: Class 17 contains 25772 members 
Mstep: Class 18 contains 53384 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 26285 members 
Mstep: Class 21 contains 19546 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17354 members 
Mstep: Class 25 contains 20113 members 
Mstep: Class 26 contains 20337 members 
Mstep: Class 27 contains 21452 members 
Mstep: Class 28 contains 90372 members 
Mstep: Class 29 contains 5088 members 
Mstep: Class 30 contains 97526 members 
Mstep: Class 31 contains 7750 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 11691 members 
Mstep: Class 34 contains 14306 members 
Mstep: Class 35 contains 1941 members 
Mstep: Class 36 contains 9631 members 
Mstep: Class 37 contains 10731 members 
Mstep: Class 38 contains 3064 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2790 members 
Mstep: Class 41 contains 5615 members 
Mstep: Class 42 contains 11272 members 
Mstep: Class 43 contains 26179 members 
Mstep: Class 45 contains 5614 members 
Mstep: Class 46 contains 5429 members 
Mstep: Class 47 contains 725 members 
Mstep: Class 48 contains 6158 members 
Mstep: Class 49 contains 9483 members 
Mstep: Class 50 contains 165915 members 
Mstep: Class 51 contains 2774 members 
Mstep: Class 52 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133695472.000000 Penalty: 176812.546875
Iteration 98Q: 52 clusters Score -1.336955e+08 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 4863 members 
Mstep: Class 4 contains 53054 members 
Mstep: Class 5 contains 31365 members 
Mstep: Class 6 contains 64927 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175256 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 16653 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 7339 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 16732 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 42329 members 
Mstep: Class 17 contains 25041 members 
Mstep: Class 18 contains 53277 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 26532 members 
Mstep: Class 21 contains 19517 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17354 members 
Mstep: Class 25 contains 20086 members 
Mstep: Class 26 contains 20355 members 
Mstep: Class 27 contains 21415 members 
Mstep: Class 28 contains 90594 members 
Mstep: Class 29 contains 5088 members 
Mstep: Class 30 contains 97598 members 
Mstep: Class 31 contains 7817 members 
Mstep: Class 32 contains 4297 members 
Mstep: Class 33 contains 11685 members 
Mstep: Class 34 contains 14320 members 
Mstep: Class 35 contains 1982 members 
Mstep: Class 36 contains 9589 members 
Mstep: Class 37 contains 10790 members 
Mstep: Class 38 contains 3071 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2792 members 
Mstep: Class 41 contains 5638 members 
Mstep: Class 42 contains 11273 members 
Mstep: Class 43 contains 26113 members 
Mstep: Class 45 contains 5617 members 
Mstep: Class 46 contains 5487 members 
Mstep: Class 47 contains 725 members 
Mstep: Class 48 contains 6128 members 
Mstep: Class 49 contains 9539 members 
Mstep: Class 50 contains 167585 members 
Mstep: Class 51 contains 2782 members 
Mstep: Class 52 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133696680.000000 Penalty: 176812.546875
Iteration 99Q: 52 clusters Score -1.336967e+08 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 4862 members 
Mstep: Class 4 contains 52947 members 
Mstep: Class 5 contains 31491 members 
Mstep: Class 6 contains 64859 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175251 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 16645 members 
Mstep: Class 11 contains 6847 members 
Mstep: Class 12 contains 7340 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 16854 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 40878 members 
Mstep: Class 17 contains 24358 members 
Mstep: Class 18 contains 53165 members 
Mstep: Class 19 contains 3541 members 
Mstep: Class 20 contains 26771 members 
Mstep: Class 21 contains 19481 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17336 members 
Mstep: Class 25 contains 20055 members 
Mstep: Class 26 contains 20406 members 
Mstep: Class 27 contains 21381 members 
Mstep: Class 28 contains 90775 members 
Mstep: Class 29 contains 5088 members 
Mstep: Class 30 contains 97647 members 
Mstep: Class 31 contains 7892 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 11690 members 
Mstep: Class 34 contains 14336 members 
Mstep: Class 35 contains 2024 members 
Mstep: Class 36 contains 9548 members 
Mstep: Class 37 contains 10847 members 
Mstep: Class 38 contains 3069 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2793 members 
Mstep: Class 41 contains 5650 members 
Mstep: Class 42 contains 11273 members 
Mstep: Class 43 contains 26047 members 
Mstep: Class 45 contains 5617 members 
Mstep: Class 46 contains 5547 members 
Mstep: Class 47 contains 725 members 
Mstep: Class 48 contains 6086 members 
Mstep: Class 49 contains 9614 members 
Mstep: Class 50 contains 169239 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133697400.000000 Penalty: 176812.546875
Iteration 100F: 52 clusters Score -1.336974e+08 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 4860 members 
Mstep: Class 4 contains 52839 members 
Mstep: Class 5 contains 31604 members 
Mstep: Class 6 contains 64790 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 175251 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 16625 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 7335 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 16971 members 
Mstep: Class 15 contains 1931 members 
Mstep: Class 16 contains 39436 members 
Mstep: Class 17 contains 23523 members 
Mstep: Class 18 contains 53032 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 26983 members 
Mstep: Class 21 contains 19441 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17316 members 
Mstep: Class 25 contains 20030 members 
Mstep: Class 26 contains 20431 members 
Mstep: Class 27 contains 21348 members 
Mstep: Class 28 contains 90965 members 
Mstep: Class 29 contains 5087 members 
Mstep: Class 30 contains 97713 members 
Mstep: Class 31 contains 7988 members 
Mstep: Class 32 contains 4175 members 
Mstep: Class 33 contains 11691 members 
Mstep: Class 34 contains 14348 members 
Mstep: Class 35 contains 2061 members 
Mstep: Class 36 contains 9498 members 
Mstep: Class 37 contains 11115 members 
Mstep: Class 38 contains 3076 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2830 members 
Mstep: Class 41 contains 5672 members 
Mstep: Class 42 contains 11275 members 
Mstep: Class 43 contains 25940 members 
Mstep: Class 45 contains 5618 members 
Mstep: Class 46 contains 5608 members 
Mstep: Class 47 contains 728 members 
Mstep: Class 48 contains 6021 members 
Mstep: Class 49 contains 9722 members 
Mstep: Class 50 contains 170857 members 
Mstep: Class 51 contains 2797 members 
Mstep: Class 52 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133698416.000000 Penalty: 176812.546875
Iteration 101Q: 52 clusters Score -1.336984e+08 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 4858 members 
Mstep: Class 4 contains 52729 members 
Mstep: Class 5 contains 31695 members 
Mstep: Class 6 contains 64710 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 175255 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 16605 members 
Mstep: Class 11 contains 6863 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 17091 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 38059 members 
Mstep: Class 17 contains 22776 members 
Mstep: Class 18 contains 52897 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 27222 members 
Mstep: Class 21 contains 19398 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17307 members 
Mstep: Class 25 contains 19999 members 
Mstep: Class 26 contains 20444 members 
Mstep: Class 27 contains 21313 members 
Mstep: Class 28 contains 91097 members 
Mstep: Class 29 contains 5088 members 
Mstep: Class 30 contains 97772 members 
Mstep: Class 31 contains 8100 members 
Mstep: Class 32 contains 4101 members 
Mstep: Class 33 contains 11687 members 
Mstep: Class 34 contains 14355 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 9459 members 
Mstep: Class 37 contains 11335 members 
Mstep: Class 38 contains 3085 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2863 members 
Mstep: Class 41 contains 5684 members 
Mstep: Class 42 contains 11279 members 
Mstep: Class 43 contains 25838 members 
Mstep: Class 45 contains 5619 members 
Mstep: Class 46 contains 5676 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 5915 members 
Mstep: Class 49 contains 9862 members 
Mstep: Class 50 contains 172443 members 
Mstep: Class 51 contains 2803 members 
Mstep: Class 52 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133699536.000000 Penalty: 176812.546875
Iteration 102Q: 52 clusters Score -1.336995e+08 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 4855 members 
Mstep: Class 4 contains 52621 members 
Mstep: Class 5 contains 31772 members 
Mstep: Class 6 contains 64632 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 175250 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 16592 members 
Mstep: Class 11 contains 6876 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 17211 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 36702 members 
Mstep: Class 17 contains 22126 members 
Mstep: Class 18 contains 52773 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 27451 members 
Mstep: Class 21 contains 19361 members 
Mstep: Class 22 contains 6421 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17294 members 
Mstep: Class 25 contains 19971 members 
Mstep: Class 26 contains 20438 members 
Mstep: Class 27 contains 21285 members 
Mstep: Class 28 contains 91208 members 
Mstep: Class 29 contains 5089 members 
Mstep: Class 30 contains 97859 members 
Mstep: Class 31 contains 8205 members 
Mstep: Class 32 contains 4033 members 
Mstep: Class 33 contains 11684 members 
Mstep: Class 34 contains 14368 members 
Mstep: Class 35 contains 2133 members 
Mstep: Class 36 contains 9417 members 
Mstep: Class 37 contains 11546 members 
Mstep: Class 38 contains 3085 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2885 members 
Mstep: Class 41 contains 5712 members 
Mstep: Class 42 contains 11280 members 
Mstep: Class 43 contains 25722 members 
Mstep: Class 45 contains 5620 members 
Mstep: Class 46 contains 5753 members 
Mstep: Class 47 contains 732 members 
Mstep: Class 48 contains 5755 members 
Mstep: Class 49 contains 10043 members 
Mstep: Class 50 contains 173948 members 
Mstep: Class 51 contains 2811 members 
Mstep: Class 52 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133700592.000000 Penalty: 176812.546875
Iteration 103Q: 52 clusters Score -1.337006e+08 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 52497 members 
Mstep: Class 5 contains 31816 members 
Mstep: Class 6 contains 64560 members 
Mstep: Class 7 contains 8009 members 
Mstep: Class 8 contains 175241 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16578 members 
Mstep: Class 11 contains 6885 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 17322 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 35471 members 
Mstep: Class 17 contains 21505 members 
Mstep: Class 18 contains 52666 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 27636 members 
Mstep: Class 21 contains 19308 members 
Mstep: Class 22 contains 6421 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17272 members 
Mstep: Class 25 contains 19928 members 
Mstep: Class 26 contains 20442 members 
Mstep: Class 27 contains 21262 members 
Mstep: Class 28 contains 91311 members 
Mstep: Class 29 contains 5088 members 
Mstep: Class 30 contains 97959 members 
Mstep: Class 31 contains 8321 members 
Mstep: Class 32 contains 3972 members 
Mstep: Class 33 contains 11687 members 
Mstep: Class 34 contains 14383 members 
Mstep: Class 35 contains 2165 members 
Mstep: Class 36 contains 9381 members 
Mstep: Class 37 contains 11734 members 
Mstep: Class 38 contains 3088 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 5743 members 
Mstep: Class 42 contains 11287 members 
Mstep: Class 43 contains 25636 members 
Mstep: Class 45 contains 5621 members 
Mstep: Class 46 contains 5828 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 5617 members 
Mstep: Class 49 contains 10215 members 
Mstep: Class 50 contains 175358 members 
Mstep: Class 51 contains 2819 members 
Mstep: Class 52 contains 3635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133701440.000000 Penalty: 176812.546875
Iteration 104Q: 52 clusters Score -1.337014e+08 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 52373 members 
Mstep: Class 5 contains 31860 members 
Mstep: Class 6 contains 64493 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 175251 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16563 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 7357 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 17419 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 34265 members 
Mstep: Class 17 contains 20951 members 
Mstep: Class 18 contains 52562 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 27785 members 
Mstep: Class 21 contains 19257 members 
Mstep: Class 22 contains 6423 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17265 members 
Mstep: Class 25 contains 19909 members 
Mstep: Class 26 contains 20447 members 
Mstep: Class 27 contains 21243 members 
Mstep: Class 28 contains 91409 members 
Mstep: Class 29 contains 5087 members 
Mstep: Class 30 contains 98067 members 
Mstep: Class 31 contains 8419 members 
Mstep: Class 32 contains 3917 members 
Mstep: Class 33 contains 11682 members 
Mstep: Class 34 contains 14394 members 
Mstep: Class 35 contains 2201 members 
Mstep: Class 36 contains 9344 members 
Mstep: Class 37 contains 11884 members 
Mstep: Class 38 contains 3094 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 5767 members 
Mstep: Class 42 contains 11295 members 
Mstep: Class 43 contains 25572 members 
Mstep: Class 45 contains 5621 members 
Mstep: Class 46 contains 5893 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 5548 members 
Mstep: Class 49 contains 10296 members 
Mstep: Class 50 contains 176743 members 
Mstep: Class 51 contains 2821 members 
Mstep: Class 52 contains 3636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133701896.000000 Penalty: 176812.546875
Iteration 105Q: 52 clusters Score -1.337019e+08 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 4855 members 
Mstep: Class 4 contains 52243 members 
Mstep: Class 5 contains 31887 members 
Mstep: Class 6 contains 64432 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 175256 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16550 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 7357 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 17533 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 33060 members 
Mstep: Class 17 contains 20406 members 
Mstep: Class 18 contains 52485 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 27924 members 
Mstep: Class 21 contains 19201 members 
Mstep: Class 22 contains 6424 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17260 members 
Mstep: Class 25 contains 19883 members 
Mstep: Class 26 contains 20452 members 
Mstep: Class 27 contains 21231 members 
Mstep: Class 28 contains 91482 members 
Mstep: Class 29 contains 5087 members 
Mstep: Class 30 contains 98192 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 3866 members 
Mstep: Class 33 contains 11683 members 
Mstep: Class 34 contains 14401 members 
Mstep: Class 35 contains 2240 members 
Mstep: Class 36 contains 9305 members 
Mstep: Class 37 contains 12009 members 
Mstep: Class 38 contains 3094 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2922 members 
Mstep: Class 41 contains 5802 members 
Mstep: Class 42 contains 11302 members 
Mstep: Class 43 contains 25520 members 
Mstep: Class 45 contains 5621 members 
Mstep: Class 46 contains 5980 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 5520 members 
Mstep: Class 49 contains 10339 members 
Mstep: Class 50 contains 178136 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133702392.000000 Penalty: 176812.546875
Iteration 106Q: 52 clusters Score -1.337024e+08 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 4853 members 
Mstep: Class 4 contains 52132 members 
Mstep: Class 5 contains 31903 members 
Mstep: Class 6 contains 64356 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 175254 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16541 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 7359 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 17662 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 31831 members 
Mstep: Class 17 contains 19959 members 
Mstep: Class 18 contains 52392 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 28077 members 
Mstep: Class 21 contains 19146 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 17262 members 
Mstep: Class 25 contains 19857 members 
Mstep: Class 26 contains 20455 members 
Mstep: Class 27 contains 21229 members 
Mstep: Class 28 contains 91532 members 
Mstep: Class 29 contains 5086 members 
Mstep: Class 30 contains 98323 members 
Mstep: Class 31 contains 8588 members 
Mstep: Class 32 contains 3824 members 
Mstep: Class 33 contains 11677 members 
Mstep: Class 34 contains 14414 members 
Mstep: Class 35 contains 2276 members 
Mstep: Class 36 contains 9273 members 
Mstep: Class 37 contains 12118 members 
Mstep: Class 38 contains 3097 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 5829 members 
Mstep: Class 42 contains 11305 members 
Mstep: Class 43 contains 25478 members 
Mstep: Class 45 contains 5622 members 
Mstep: Class 46 contains 6040 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 5517 members 
Mstep: Class 49 contains 10372 members 
Mstep: Class 50 contains 179483 members 
Mstep: Class 51 contains 2824 members 
Mstep: Class 52 contains 3641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133703008.000000 Penalty: 176812.546875
Iteration 107Q: 52 clusters Score -1.33703e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 4851 members 
Mstep: Class 4 contains 52032 members 
Mstep: Class 5 contains 31885 members 
Mstep: Class 6 contains 64284 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 175253 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16533 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 7363 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 17787 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 30668 members 
Mstep: Class 17 contains 19590 members 
Mstep: Class 18 contains 52325 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 28215 members 
Mstep: Class 21 contains 19105 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17254 members 
Mstep: Class 25 contains 19853 members 
Mstep: Class 26 contains 20472 members 
Mstep: Class 27 contains 21224 members 
Mstep: Class 28 contains 91545 members 
Mstep: Class 29 contains 5086 members 
Mstep: Class 30 contains 98481 members 
Mstep: Class 31 contains 8633 members 
Mstep: Class 32 contains 3782 members 
Mstep: Class 33 contains 11677 members 
Mstep: Class 34 contains 14425 members 
Mstep: Class 35 contains 2307 members 
Mstep: Class 36 contains 9241 members 
Mstep: Class 37 contains 12204 members 
Mstep: Class 38 contains 3099 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2917 members 
Mstep: Class 41 contains 5842 members 
Mstep: Class 42 contains 11310 members 
Mstep: Class 43 contains 25452 members 
Mstep: Class 45 contains 5624 members 
Mstep: Class 46 contains 6098 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 10390 members 
Mstep: Class 50 contains 180744 members 
Mstep: Class 51 contains 2824 members 
Mstep: Class 52 contains 3644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133703680.000000 Penalty: 176812.546875
Iteration 108Q: 52 clusters Score -1.337037e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 4853 members 
Mstep: Class 4 contains 51954 members 
Mstep: Class 5 contains 31872 members 
Mstep: Class 6 contains 64202 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 175253 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16525 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 29581 members 
Mstep: Class 17 contains 19264 members 
Mstep: Class 18 contains 52248 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 28297 members 
Mstep: Class 21 contains 19063 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17260 members 
Mstep: Class 25 contains 19840 members 
Mstep: Class 26 contains 20477 members 
Mstep: Class 27 contains 21217 members 
Mstep: Class 28 contains 91517 members 
Mstep: Class 29 contains 5085 members 
Mstep: Class 30 contains 98666 members 
Mstep: Class 31 contains 8684 members 
Mstep: Class 32 contains 3746 members 
Mstep: Class 33 contains 11673 members 
Mstep: Class 34 contains 14433 members 
Mstep: Class 35 contains 2334 members 
Mstep: Class 36 contains 9217 members 
Mstep: Class 37 contains 12286 members 
Mstep: Class 38 contains 3100 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2918 members 
Mstep: Class 41 contains 5858 members 
Mstep: Class 42 contains 11314 members 
Mstep: Class 43 contains 25437 members 
Mstep: Class 45 contains 5625 members 
Mstep: Class 46 contains 6141 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 10404 members 
Mstep: Class 50 contains 181940 members 
Mstep: Class 51 contains 2824 members 
Mstep: Class 52 contains 3647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133704344.000000 Penalty: 176812.546875
Iteration 109Q: 52 clusters Score -1.337043e+08 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 4850 members 
Mstep: Class 4 contains 51882 members 
Mstep: Class 5 contains 31872 members 
Mstep: Class 6 contains 64108 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 175251 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16519 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 7378 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 18063 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 28524 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 52158 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 28400 members 
Mstep: Class 21 contains 19034 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17269 members 
Mstep: Class 25 contains 19831 members 
Mstep: Class 26 contains 20475 members 
Mstep: Class 27 contains 21205 members 
Mstep: Class 28 contains 91464 members 
Mstep: Class 29 contains 5085 members 
Mstep: Class 30 contains 98851 members 
Mstep: Class 31 contains 8731 members 
Mstep: Class 32 contains 3722 members 
Mstep: Class 33 contains 11670 members 
Mstep: Class 34 contains 14447 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 9193 members 
Mstep: Class 37 contains 12364 members 
Mstep: Class 38 contains 3102 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2922 members 
Mstep: Class 41 contains 5868 members 
Mstep: Class 42 contains 11316 members 
Mstep: Class 43 contains 25422 members 
Mstep: Class 45 contains 5626 members 
Mstep: Class 46 contains 6168 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 10413 members 
Mstep: Class 50 contains 183075 members 
Mstep: Class 51 contains 2825 members 
Mstep: Class 52 contains 3653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133704904.000000 Penalty: 176812.546875
Iteration 110Q: 52 clusters Score -1.337049e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 4852 members 
Mstep: Class 4 contains 51802 members 
Mstep: Class 5 contains 31881 members 
Mstep: Class 6 contains 64007 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 175250 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16509 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 7382 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 18212 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 27548 members 
Mstep: Class 17 contains 18725 members 
Mstep: Class 18 contains 52040 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 28468 members 
Mstep: Class 21 contains 19014 members 
Mstep: Class 22 contains 6427 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17279 members 
Mstep: Class 25 contains 19817 members 
Mstep: Class 26 contains 20480 members 
Mstep: Class 27 contains 21199 members 
Mstep: Class 28 contains 91438 members 
Mstep: Class 29 contains 5085 members 
Mstep: Class 30 contains 99035 members 
Mstep: Class 31 contains 8769 members 
Mstep: Class 32 contains 3708 members 
Mstep: Class 33 contains 11662 members 
Mstep: Class 34 contains 14457 members 
Mstep: Class 35 contains 2388 members 
Mstep: Class 36 contains 9161 members 
Mstep: Class 37 contains 12442 members 
Mstep: Class 38 contains 3106 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2922 members 
Mstep: Class 41 contains 5879 members 
Mstep: Class 42 contains 11318 members 
Mstep: Class 43 contains 25404 members 
Mstep: Class 45 contains 5628 members 
Mstep: Class 46 contains 6188 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 10421 members 
Mstep: Class 50 contains 184119 members 
Mstep: Class 51 contains 2826 members 
Mstep: Class 52 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133705176.000000 Penalty: 176812.546875
Iteration 111Q: 52 clusters Score -1.337052e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 4852 members 
Mstep: Class 4 contains 51742 members 
Mstep: Class 5 contains 31864 members 
Mstep: Class 6 contains 63899 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 175251 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16505 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 7385 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 18384 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 26703 members 
Mstep: Class 17 contains 18512 members 
Mstep: Class 18 contains 51913 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 28521 members 
Mstep: Class 21 contains 18992 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17285 members 
Mstep: Class 25 contains 19809 members 
Mstep: Class 26 contains 20481 members 
Mstep: Class 27 contains 21192 members 
Mstep: Class 28 contains 91385 members 
Mstep: Class 29 contains 5084 members 
Mstep: Class 30 contains 99188 members 
Mstep: Class 31 contains 8797 members 
Mstep: Class 32 contains 3685 members 
Mstep: Class 33 contains 11659 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 2411 members 
Mstep: Class 36 contains 9137 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 3105 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2922 members 
Mstep: Class 41 contains 5894 members 
Mstep: Class 42 contains 11322 members 
Mstep: Class 43 contains 25389 members 
Mstep: Class 45 contains 5628 members 
Mstep: Class 46 contains 6216 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 5515 members 
Mstep: Class 49 contains 10428 members 
Mstep: Class 50 contains 185102 members 
Mstep: Class 51 contains 2824 members 
Mstep: Class 52 contains 3669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133705288.000000 Penalty: 176812.546875
Iteration 112Q: 52 clusters Score -1.337053e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 4847 members 
Mstep: Class 4 contains 51671 members 
Mstep: Class 5 contains 31873 members 
Mstep: Class 6 contains 63804 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 175246 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16502 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 7391 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 18544 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 18352 members 
Mstep: Class 18 contains 51810 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 28575 members 
Mstep: Class 21 contains 18968 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17282 members 
Mstep: Class 25 contains 19798 members 
Mstep: Class 26 contains 20477 members 
Mstep: Class 27 contains 21183 members 
Mstep: Class 28 contains 91321 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 99369 members 
Mstep: Class 31 contains 8812 members 
Mstep: Class 32 contains 3667 members 
Mstep: Class 33 contains 11657 members 
Mstep: Class 34 contains 14464 members 
Mstep: Class 35 contains 2438 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 12572 members 
Mstep: Class 38 contains 3107 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2922 members 
Mstep: Class 41 contains 5896 members 
Mstep: Class 42 contains 11324 members 
Mstep: Class 43 contains 25382 members 
Mstep: Class 45 contains 5630 members 
Mstep: Class 46 contains 6242 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 5515 members 
Mstep: Class 49 contains 10434 members 
Mstep: Class 50 contains 185949 members 
Mstep: Class 51 contains 2825 members 
Mstep: Class 52 contains 3673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133705896.000000 Penalty: 176812.546875
Iteration 113Q: 52 clusters Score -1.337059e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 4848 members 
Mstep: Class 4 contains 51594 members 
Mstep: Class 5 contains 31874 members 
Mstep: Class 6 contains 63695 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 175245 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16500 members 
Mstep: Class 11 contains 6899 members 
Mstep: Class 12 contains 7388 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 18697 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 25268 members 
Mstep: Class 17 contains 18211 members 
Mstep: Class 18 contains 51729 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 28620 members 
Mstep: Class 21 contains 18949 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 17287 members 
Mstep: Class 25 contains 19791 members 
Mstep: Class 26 contains 20478 members 
Mstep: Class 27 contains 21170 members 
Mstep: Class 28 contains 91245 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 99566 members 
Mstep: Class 31 contains 8826 members 
Mstep: Class 32 contains 3657 members 
Mstep: Class 33 contains 11654 members 
Mstep: Class 34 contains 14467 members 
Mstep: Class 35 contains 2465 members 
Mstep: Class 36 contains 9088 members 
Mstep: Class 37 contains 12622 members 
Mstep: Class 38 contains 3109 members 
Mstep: Class 39 contains 325 members 
Mstep: Class 40 contains 2921 members 
Mstep: Class 41 contains 5905 members 
Mstep: Class 42 contains 11327 members 
Mstep: Class 43 contains 25375 members 
Mstep: Class 45 contains 5632 members 
Mstep: Class 46 contains 6272 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 10436 members 
Mstep: Class 50 contains 186641 members 
Mstep: Class 51 contains 2826 members 
Mstep: Class 52 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133706144.000000 Penalty: 176812.546875
Iteration 114Q: 52 clusters Score -1.337061e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 51547 members 
Mstep: Class 5 contains 31877 members 
Mstep: Class 6 contains 63578 members 
Mstep: Class 7 contains 8009 members 
Mstep: Class 8 contains 175241 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16496 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 7390 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 18861 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 24735 members 
Mstep: Class 17 contains 18102 members 
Mstep: Class 18 contains 51671 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 28667 members 
Mstep: Class 21 contains 18934 members 
Mstep: Class 22 contains 6427 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19784 members 
Mstep: Class 26 contains 20483 members 
Mstep: Class 27 contains 21157 members 
Mstep: Class 28 contains 91157 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 99768 members 
Mstep: Class 31 contains 8835 members 
Mstep: Class 32 contains 3642 members 
Mstep: Class 33 contains 11648 members 
Mstep: Class 34 contains 14471 members 
Mstep: Class 35 contains 2492 members 
Mstep: Class 36 contains 9059 members 
Mstep: Class 37 contains 12675 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2921 members 
Mstep: Class 41 contains 5911 members 
Mstep: Class 42 contains 11328 members 
Mstep: Class 43 contains 25359 members 
Mstep: Class 45 contains 5632 members 
Mstep: Class 46 contains 6292 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5518 members 
Mstep: Class 49 contains 10437 members 
Mstep: Class 50 contains 187171 members 
Mstep: Class 51 contains 2828 members 
Mstep: Class 52 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133706136.000000 Penalty: 176812.546875
Iteration 115Q: 52 clusters Score -1.337061e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 4847 members 
Mstep: Class 4 contains 51491 members 
Mstep: Class 5 contains 31878 members 
Mstep: Class 6 contains 63456 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 175234 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16493 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 7389 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19044 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 24321 members 
Mstep: Class 17 contains 17994 members 
Mstep: Class 18 contains 51598 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 28703 members 
Mstep: Class 21 contains 18917 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17283 members 
Mstep: Class 25 contains 19773 members 
Mstep: Class 26 contains 20482 members 
Mstep: Class 27 contains 21152 members 
Mstep: Class 28 contains 91050 members 
Mstep: Class 29 contains 5082 members 
Mstep: Class 30 contains 99973 members 
Mstep: Class 31 contains 8845 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 11649 members 
Mstep: Class 34 contains 14474 members 
Mstep: Class 35 contains 2523 members 
Mstep: Class 36 contains 9033 members 
Mstep: Class 37 contains 12719 members 
Mstep: Class 38 contains 3112 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2922 members 
Mstep: Class 41 contains 5921 members 
Mstep: Class 42 contains 11331 members 
Mstep: Class 43 contains 25344 members 
Mstep: Class 45 contains 5632 members 
Mstep: Class 46 contains 6332 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10437 members 
Mstep: Class 50 contains 187609 members 
Mstep: Class 51 contains 2827 members 
Mstep: Class 52 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133706224.000000 Penalty: 176812.546875
Iteration 116Q: 52 clusters Score -1.337062e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 4846 members 
Mstep: Class 4 contains 51414 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 63359 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 175238 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16488 members 
Mstep: Class 11 contains 6903 members 
Mstep: Class 12 contains 7383 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19209 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 17896 members 
Mstep: Class 18 contains 51530 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 28729 members 
Mstep: Class 21 contains 18899 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17283 members 
Mstep: Class 25 contains 19759 members 
Mstep: Class 26 contains 20478 members 
Mstep: Class 27 contains 21147 members 
Mstep: Class 28 contains 90932 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100161 members 
Mstep: Class 31 contains 8858 members 
Mstep: Class 32 contains 3623 members 
Mstep: Class 33 contains 11644 members 
Mstep: Class 34 contains 14477 members 
Mstep: Class 35 contains 2560 members 
Mstep: Class 36 contains 9006 members 
Mstep: Class 37 contains 12763 members 
Mstep: Class 38 contains 3114 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2921 members 
Mstep: Class 41 contains 5933 members 
Mstep: Class 42 contains 11332 members 
Mstep: Class 43 contains 25336 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6357 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10438 members 
Mstep: Class 50 contains 187981 members 
Mstep: Class 51 contains 2823 members 
Mstep: Class 52 contains 3693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133706504.000000 Penalty: 176812.546875
Iteration 117Q: 52 clusters Score -1.337065e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 4848 members 
Mstep: Class 4 contains 51365 members 
Mstep: Class 5 contains 31903 members 
Mstep: Class 6 contains 63263 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175234 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16483 members 
Mstep: Class 11 contains 6905 members 
Mstep: Class 12 contains 7378 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19367 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 23764 members 
Mstep: Class 17 contains 17832 members 
Mstep: Class 18 contains 51463 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28724 members 
Mstep: Class 21 contains 18875 members 
Mstep: Class 22 contains 6427 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17286 members 
Mstep: Class 25 contains 19748 members 
Mstep: Class 26 contains 20488 members 
Mstep: Class 27 contains 21142 members 
Mstep: Class 28 contains 90812 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100343 members 
Mstep: Class 31 contains 8861 members 
Mstep: Class 32 contains 3617 members 
Mstep: Class 33 contains 11634 members 
Mstep: Class 34 contains 14483 members 
Mstep: Class 35 contains 2589 members 
Mstep: Class 36 contains 8980 members 
Mstep: Class 37 contains 12803 members 
Mstep: Class 38 contains 3114 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 5941 members 
Mstep: Class 42 contains 11332 members 
Mstep: Class 43 contains 25325 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6365 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10444 members 
Mstep: Class 50 contains 188262 members 
Mstep: Class 51 contains 2821 members 
Mstep: Class 52 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133707032.000000 Penalty: 176812.546875
Iteration 118Q: 52 clusters Score -1.33707e+08 nChanged 1468
Entering ConstructFrom: 
Score: -133707032.000000 Penalty: 176812.546875
Entering ConstructFrom: 
Trying to split cluster 1 (24426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Entering Unmasked Estep 
Score: -2875119.500000 Penalty: 2505.644043
	Iteration 0F: 2 clusters Score -2875120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2858171.000000 Penalty: 5011.288086
	Iteration 0F: 3 clusters Score -2858171 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2864341.000000 Penalty: 5011.288086
	Iteration 1F: 3 clusters Score -2864341 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2865394.750000 Penalty: 5011.288086
	Iteration 2F: 3 clusters Score -2865395 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2866486.500000 Penalty: 5011.288086
	Iteration 3F: 3 clusters Score -2866486 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2867472.750000 Penalty: 5011.288086
	Iteration 4F: 3 clusters Score -2867473 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2868312.500000 Penalty: 5011.288086
	Iteration 5F: 3 clusters Score -2868312 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2869119.750000 Penalty: 5011.288086
	Iteration 6F: 3 clusters Score -2869120 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2869985.500000 Penalty: 5011.288086
	Iteration 7F: 3 clusters Score -2869986 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2870833.500000 Penalty: 5011.288086
	Iteration 8Q: 3 clusters Score -2870834 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2871637.500000 Penalty: 5011.288086
	Iteration 9Q: 3 clusters Score -2871638 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2872303.500000 Penalty: 5011.288086
	Iteration 10Q: 3 clusters Score -2872304 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2872841.750000 Penalty: 5011.288086
	Iteration 11Q: 3 clusters Score -2872842 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2873220.000000 Penalty: 5011.288086
	Iteration 12Q: 3 clusters Score -2873220 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2873451.750000 Penalty: 5011.288086
	Iteration 13Q: 3 clusters Score -2873452 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2873590.500000 Penalty: 5011.288086
	Iteration 14Q: 3 clusters Score -2873590 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2873683.500000 Penalty: 5011.288086
	Iteration 15Q: 3 clusters Score -2873684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2873755.250000 Penalty: 5011.288086
	Iteration 16Q: 3 clusters Score -2873755 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2873815.750000 Penalty: 5011.288086
	Iteration 17Q: 3 clusters Score -2873816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2873841.250000 Penalty: 5011.288086
	Iteration 18Q: 3 clusters Score -2873841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2873876.750000 Penalty: 5011.288086
	Iteration 19Q: 3 clusters Score -2873877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2873900.250000 Penalty: 5011.288086
	Iteration 20F: 3 clusters Score -2873900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2873914.500000 Penalty: 5011.288086
	Iteration 21Q: 3 clusters Score -2873914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2873919.000000 Penalty: 5011.288086
	Iteration 22Q: 3 clusters Score -2873919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2873923.000000 Penalty: 5011.288086
	Iteration 23Q: 3 clusters Score -2873923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2873924.250000 Penalty: 5011.288086
	Iteration 24Q: 3 clusters Score -2873924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2873926.000000 Penalty: 5011.288086
	Iteration 25Q: 3 clusters Score -2873926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2873924.500000 Penalty: 5011.288086
	Iteration 26Q: 3 clusters Score -2873924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2873924.750000 Penalty: 5011.288086
	Iteration 27Q: 3 clusters Score -2873925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2873922.750000 Penalty: 5011.288086
	Iteration 28Q: 3 clusters Score -2873923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2873922.750000 Penalty: 5011.288086
	Iteration 29F: 3 clusters Score -2873923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -325975.281250 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -325975.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -323361.218750 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -323361.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -326228.937500 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -326228.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -327735.031250 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -327735 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -328325.937500 Penalty: 3896.350098
	Iteration 3F: 3 clusters Score -328325.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -328616.250000 Penalty: 3896.350098
	Iteration 4F: 3 clusters Score -328616.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -328855.718750 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -328855.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -329153.937500 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -329153.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -329400.562500 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -329400.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -329476.593750 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -329476.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -329522.281250 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -329522.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -329566.281250 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -329566.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -329607.125000 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -329607.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -329656.062500 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -329656.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -329723.781250 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -329723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -329789.875000 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -329789.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -329806.093750 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -329806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -329814.312500 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -329814.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -329819.656250 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -329819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -329822.187500 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -329822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -329827.000000 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -329827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -329831.281250 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -329831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -329832.125000 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -329832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -329830.156250 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -329830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -329833.750000 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -329833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -329842.281250 Penalty: 3896.350098
	Iteration 24Q: 3 clusters Score -329842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -329842.281250 Penalty: 3896.350098
	Iteration 25F: 3 clusters Score -329842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 31935 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 6907 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 17760 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 18863 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 21138 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 2625 members 
Mstep: Class 36 contains 8944 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 11334 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Entering Unmasked Estep 
Score: -133709608.000000 Penalty: 180279.453125
Splitting cluster 2 changes total score from -133707032.000000 to -133709608.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 3 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -688497.000000 Penalty: 2104.658691
	Iteration 0F: 2 clusters Score -688497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -684194.812500 Penalty: 4209.317383
	Iteration 0F: 3 clusters Score -684194.8 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -686503.875000 Penalty: 4209.317383
	Iteration 1F: 3 clusters Score -686503.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -688299.875000 Penalty: 4209.317383
	Iteration 2F: 3 clusters Score -688299.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -689913.125000 Penalty: 4209.317383
	Iteration 3F: 3 clusters Score -689913.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -690531.687500 Penalty: 4209.317383
	Iteration 4F: 3 clusters Score -690531.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -690808.937500 Penalty: 4209.317383
	Iteration 5Q: 3 clusters Score -690808.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -690918.750000 Penalty: 4209.317383
	Iteration 6Q: 3 clusters Score -690918.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -690983.750000 Penalty: 4209.317383
	Iteration 7Q: 3 clusters Score -690983.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -691031.437500 Penalty: 4209.317383
	Iteration 8Q: 3 clusters Score -691031.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -691070.250000 Penalty: 4209.317383
	Iteration 9Q: 3 clusters Score -691070.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -691094.250000 Penalty: 4209.317383
	Iteration 10Q: 3 clusters Score -691094.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -691108.625000 Penalty: 4209.317383
	Iteration 11Q: 3 clusters Score -691108.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -691115.437500 Penalty: 4209.317383
	Iteration 12Q: 3 clusters Score -691115.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -691120.625000 Penalty: 4209.317383
	Iteration 13Q: 3 clusters Score -691120.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -691122.562500 Penalty: 4209.317383
	Iteration 14Q: 3 clusters Score -691122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -691125.687500 Penalty: 4209.317383
	Iteration 15Q: 3 clusters Score -691125.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -691130.500000 Penalty: 4209.317383
	Iteration 16Q: 3 clusters Score -691130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -691133.000000 Penalty: 4209.317383
	Iteration 17Q: 3 clusters Score -691133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -691133.812500 Penalty: 4209.317383
	Iteration 18Q: 3 clusters Score -691133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -691135.437500 Penalty: 4209.317383
	Iteration 19Q: 3 clusters Score -691135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -691136.312500 Penalty: 4209.317383
	Iteration 20F: 3 clusters Score -691136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -691139.812500 Penalty: 4209.317383
	Iteration 21Q: 3 clusters Score -691139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -691141.625000 Penalty: 4209.317383
	Iteration 22Q: 3 clusters Score -691141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -691142.937500 Penalty: 4209.317383
	Iteration 23Q: 3 clusters Score -691142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -691144.062500 Penalty: 4209.317383
	Iteration 24Q: 3 clusters Score -691144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -691146.125000 Penalty: 4209.317383
	Iteration 25Q: 3 clusters Score -691146.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -691151.000000 Penalty: 4209.317383
	Iteration 26Q: 3 clusters Score -691151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -691152.562500 Penalty: 4209.317383
	Iteration 27Q: 3 clusters Score -691152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -691154.562500 Penalty: 4209.317383
	Iteration 28Q: 3 clusters Score -691154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -691154.437500 Penalty: 4209.317383
	Iteration 29Q: 3 clusters Score -691154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -691155.500000 Penalty: 4209.317383
	Iteration 30Q: 3 clusters Score -691155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -691156.500000 Penalty: 4209.317383
	Iteration 31Q: 3 clusters Score -691156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -691157.000000 Penalty: 4209.317383
	Iteration 32Q: 3 clusters Score -691157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -691157.437500 Penalty: 4209.317383
	Iteration 33Q: 3 clusters Score -691157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -691155.562500 Penalty: 4209.317383
	Iteration 34Q: 3 clusters Score -691155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -691157.937500 Penalty: 4209.317383
	Iteration 35Q: 3 clusters Score -691157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -691159.000000 Penalty: 4209.317383
	Iteration 36Q: 3 clusters Score -691159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -691159.750000 Penalty: 4209.317383
	Iteration 37Q: 3 clusters Score -691159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -691159.375000 Penalty: 4209.317383
	Iteration 38Q: 3 clusters Score -691159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -691159.375000 Penalty: 4209.317383
	Iteration 39F: 3 clusters Score -691159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 31935 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 6907 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 17760 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 18863 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 21138 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 2625 members 
Mstep: Class 36 contains 8944 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 11334 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Entering Unmasked Estep 
Score: -133710368.000000 Penalty: 183746.375000
Splitting cluster 3 changes total score from -133707032.000000 to -133710368.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 4 (51320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Entering Unmasked Estep 
Score: -5995455.000000 Penalty: 2689.767334
	Iteration 0F: 2 clusters Score -5995455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -5960993.000000 Penalty: 5379.534668
	Iteration 0F: 3 clusters Score -5960993 nChanged 23618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -5974402.500000 Penalty: 5379.534668
	Iteration 1F: 3 clusters Score -5974402 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -5975590.000000 Penalty: 5379.534668
	Iteration 2F: 3 clusters Score -5975590 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -5976728.000000 Penalty: 5379.534668
	Iteration 3F: 3 clusters Score -5976728 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -5978052.000000 Penalty: 5379.534668
	Iteration 4F: 3 clusters Score -5978052 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -5979595.000000 Penalty: 5379.534668
	Iteration 5F: 3 clusters Score -5979595 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -5981442.000000 Penalty: 5379.534668
	Iteration 6F: 3 clusters Score -5981442 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -5983534.500000 Penalty: 5379.534668
	Iteration 7F: 3 clusters Score -5983534 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -5985500.000000 Penalty: 5379.534668
	Iteration 8F: 3 clusters Score -5985500 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -5987209.000000 Penalty: 5379.534668
	Iteration 9F: 3 clusters Score -5987209 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -5988420.000000 Penalty: 5379.534668
	Iteration 10Q: 3 clusters Score -5988420 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5989277.000000 Penalty: 5379.534668
	Iteration 11Q: 3 clusters Score -5989277 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -5989821.000000 Penalty: 5379.534668
	Iteration 12Q: 3 clusters Score -5989821 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -5990170.500000 Penalty: 5379.534668
	Iteration 13Q: 3 clusters Score -5990170 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -5990469.500000 Penalty: 5379.534668
	Iteration 14Q: 3 clusters Score -5990470 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -5990697.500000 Penalty: 5379.534668
	Iteration 15Q: 3 clusters Score -5990698 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -5990888.000000 Penalty: 5379.534668
	Iteration 16Q: 3 clusters Score -5990888 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5991084.000000 Penalty: 5379.534668
	Iteration 17Q: 3 clusters Score -5991084 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -5991205.000000 Penalty: 5379.534668
	Iteration 18Q: 3 clusters Score -5991205 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -5991292.000000 Penalty: 5379.534668
	Iteration 19Q: 3 clusters Score -5991292 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -5991488.000000 Penalty: 5379.534668
	Iteration 20F: 3 clusters Score -5991488 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -5991550.500000 Penalty: 5379.534668
	Iteration 21Q: 3 clusters Score -5991550 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -5991699.000000 Penalty: 5379.534668
	Iteration 22Q: 3 clusters Score -5991699 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5991782.000000 Penalty: 5379.534668
	Iteration 23Q: 3 clusters Score -5991782 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -5991904.000000 Penalty: 5379.534668
	Iteration 24Q: 3 clusters Score -5991904 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -5992075.500000 Penalty: 5379.534668
	Iteration 25Q: 3 clusters Score -5992076 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -5992211.500000 Penalty: 5379.534668
	Iteration 26Q: 3 clusters Score -5992212 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -5992347.000000 Penalty: 5379.534668
	Iteration 27Q: 3 clusters Score -5992347 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5992493.000000 Penalty: 5379.534668
	Iteration 28Q: 3 clusters Score -5992493 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -5992624.500000 Penalty: 5379.534668
	Iteration 29Q: 3 clusters Score -5992624 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5992733.500000 Penalty: 5379.534668
	Iteration 30Q: 3 clusters Score -5992734 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5992826.500000 Penalty: 5379.534668
	Iteration 31Q: 3 clusters Score -5992826 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -5992935.500000 Penalty: 5379.534668
	Iteration 32Q: 3 clusters Score -5992936 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5993047.000000 Penalty: 5379.534668
	Iteration 33Q: 3 clusters Score -5993047 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -5993151.000000 Penalty: 5379.534668
	Iteration 34Q: 3 clusters Score -5993151 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -5993246.500000 Penalty: 5379.534668
	Iteration 35Q: 3 clusters Score -5993246 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -5993315.000000 Penalty: 5379.534668
	Iteration 36Q: 3 clusters Score -5993315 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5993374.000000 Penalty: 5379.534668
	Iteration 37Q: 3 clusters Score -5993374 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -5993418.000000 Penalty: 5379.534668
	Iteration 38Q: 3 clusters Score -5993418 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5993449.000000 Penalty: 5379.534668
	Iteration 39Q: 3 clusters Score -5993449 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -5993516.000000 Penalty: 5379.534668
	Iteration 40F: 3 clusters Score -5993516 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -5993556.500000 Penalty: 5379.534668
	Iteration 41Q: 3 clusters Score -5993556 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -5993572.500000 Penalty: 5379.534668
	Iteration 42Q: 3 clusters Score -5993572 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -5993595.000000 Penalty: 5379.534668
	Iteration 43Q: 3 clusters Score -5993595 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5993618.000000 Penalty: 5379.534668
	Iteration 44Q: 3 clusters Score -5993618 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -5993634.000000 Penalty: 5379.534668
	Iteration 45Q: 3 clusters Score -5993634 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -5993649.500000 Penalty: 5379.534668
	Iteration 46Q: 3 clusters Score -5993650 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -5993654.000000 Penalty: 5379.534668
	Iteration 47Q: 3 clusters Score -5993654 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -5993646.000000 Penalty: 5379.534668
	Iteration 48Q: 3 clusters Score -5993646 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -5993682.000000 Penalty: 5379.534668
	Iteration 49Q: 3 clusters Score -5993682 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -5993725.500000 Penalty: 5379.534668
	Iteration 50Q: 3 clusters Score -5993726 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -5993707.000000 Penalty: 5379.534668
	Iteration 51Q: 3 clusters Score -5993707 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -5993719.000000 Penalty: 5379.534668
	Iteration 52Q: 3 clusters Score -5993719 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -5993737.500000 Penalty: 5379.534668
	Iteration 53Q: 3 clusters Score -5993738 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -5993746.500000 Penalty: 5379.534668
	Iteration 54Q: 3 clusters Score -5993746 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -5993759.000000 Penalty: 5379.534668
	Iteration 55Q: 3 clusters Score -5993759 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -5993762.000000 Penalty: 5379.534668
	Iteration 56Q: 3 clusters Score -5993762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -5993757.500000 Penalty: 5379.534668
	Iteration 57Q: 3 clusters Score -5993758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -5993775.000000 Penalty: 5379.534668
	Iteration 58Q: 3 clusters Score -5993775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -5993788.000000 Penalty: 5379.534668
	Iteration 59Q: 3 clusters Score -5993788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -5993808.000000 Penalty: 5379.534668
	Iteration 60F: 3 clusters Score -5993808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -5993800.500000 Penalty: 5379.534668
	Iteration 61Q: 3 clusters Score -5993800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -5993794.000000 Penalty: 5379.534668
	Iteration 62Q: 3 clusters Score -5993794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -5993797.500000 Penalty: 5379.534668
	Iteration 63Q: 3 clusters Score -5993798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -5993813.000000 Penalty: 5379.534668
	Iteration 64Q: 3 clusters Score -5993813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -5993815.500000 Penalty: 5379.534668
	Iteration 65Q: 3 clusters Score -5993816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -5993827.500000 Penalty: 5379.534668
	Iteration 66Q: 3 clusters Score -5993828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -5993836.500000 Penalty: 5379.534668
	Iteration 67Q: 3 clusters Score -5993836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -5993836.500000 Penalty: 5379.534668
	Iteration 68Q: 3 clusters Score -5993836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -5993833.000000 Penalty: 5379.534668
	Iteration 69Q: 3 clusters Score -5993833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -5993840.000000 Penalty: 5379.534668
	Iteration 70Q: 3 clusters Score -5993840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -5993840.000000 Penalty: 5379.534668
	Iteration 71Q: 3 clusters Score -5993840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -5993844.500000 Penalty: 5379.534668
	Iteration 72Q: 3 clusters Score -5993844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -5993845.500000 Penalty: 5379.534668
	Iteration 73Q: 3 clusters Score -5993846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -5993835.000000 Penalty: 5379.534668
	Iteration 74Q: 3 clusters Score -5993835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -5993850.500000 Penalty: 5379.534668
	Iteration 75Q: 3 clusters Score -5993850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -5993846.500000 Penalty: 5379.534668
	Iteration 76Q: 3 clusters Score -5993846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -5993844.500000 Penalty: 5379.534668
	Iteration 77Q: 3 clusters Score -5993844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -5993843.000000 Penalty: 5379.534668
	Iteration 78Q: 3 clusters Score -5993843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -5993851.500000 Penalty: 5379.534668
	Iteration 79Q: 3 clusters Score -5993852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -5993857.500000 Penalty: 5379.534668
	Iteration 80F: 3 clusters Score -5993858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -5993858.500000 Penalty: 5379.534668
	Iteration 81Q: 3 clusters Score -5993858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -5993858.500000 Penalty: 5379.534668
	Iteration 82Q: 3 clusters Score -5993858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -5993869.500000 Penalty: 5379.534668
	Iteration 83Q: 3 clusters Score -5993870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5993862.000000 Penalty: 5379.534668
	Iteration 84Q: 3 clusters Score -5993862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -5993855.500000 Penalty: 5379.534668
	Iteration 85Q: 3 clusters Score -5993856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -5993857.000000 Penalty: 5379.534668
	Iteration 86Q: 3 clusters Score -5993857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -5993855.500000 Penalty: 5379.534668
	Iteration 87Q: 3 clusters Score -5993856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -5993855.500000 Penalty: 5379.534668
	Iteration 88Q: 3 clusters Score -5993856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -5993853.000000 Penalty: 5379.534668
	Iteration 89Q: 3 clusters Score -5993853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -5993855.500000 Penalty: 5379.534668
	Iteration 90Q: 3 clusters Score -5993856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -5993855.000000 Penalty: 5379.534668
	Iteration 91Q: 3 clusters Score -5993855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -5993852.000000 Penalty: 5379.534668
	Iteration 92Q: 3 clusters Score -5993852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -5993852.000000 Penalty: 5379.534668
	Iteration 93F: 3 clusters Score -5993852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Entering Unmasked Estep 
Score: -3724294.750000 Penalty: 2572.121582
	Iteration 0F: 2 clusters Score -3724295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3702461.000000 Penalty: 5144.243164
	Iteration 0F: 3 clusters Score -3702461 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3710629.750000 Penalty: 5144.243164
	Iteration 1F: 3 clusters Score -3710630 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3711459.250000 Penalty: 5144.243164
	Iteration 2F: 3 clusters Score -3711459 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3712390.250000 Penalty: 5144.243164
	Iteration 3F: 3 clusters Score -3712390 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3713435.750000 Penalty: 5144.243164
	Iteration 4F: 3 clusters Score -3713436 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3714861.750000 Penalty: 5144.243164
	Iteration 5F: 3 clusters Score -3714862 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3716694.000000 Penalty: 5144.243164
	Iteration 6F: 3 clusters Score -3716694 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3718827.750000 Penalty: 5144.243164
	Iteration 7F: 3 clusters Score -3718828 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3720817.500000 Penalty: 5144.243164
	Iteration 8F: 3 clusters Score -3720818 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3722333.000000 Penalty: 5144.243164
	Iteration 9Q: 3 clusters Score -3722333 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3723284.750000 Penalty: 5144.243164
	Iteration 10Q: 3 clusters Score -3723285 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3723885.250000 Penalty: 5144.243164
	Iteration 11Q: 3 clusters Score -3723885 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3724353.500000 Penalty: 5144.243164
	Iteration 12Q: 3 clusters Score -3724354 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3724725.750000 Penalty: 5144.243164
	Iteration 13Q: 3 clusters Score -3724726 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3724943.750000 Penalty: 5144.243164
	Iteration 14Q: 3 clusters Score -3724944 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3725046.000000 Penalty: 5144.243164
	Iteration 15Q: 3 clusters Score -3725046 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3725102.000000 Penalty: 5144.243164
	Iteration 16Q: 3 clusters Score -3725102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3725119.500000 Penalty: 5144.243164
	Iteration 17Q: 3 clusters Score -3725120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3725131.000000 Penalty: 5144.243164
	Iteration 18Q: 3 clusters Score -3725131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3725136.250000 Penalty: 5144.243164
	Iteration 19Q: 3 clusters Score -3725136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3725135.000000 Penalty: 5144.243164
	Iteration 20F: 3 clusters Score -3725135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3725142.250000 Penalty: 5144.243164
	Iteration 21Q: 3 clusters Score -3725142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3725144.250000 Penalty: 5144.243164
	Iteration 22Q: 3 clusters Score -3725144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3725151.250000 Penalty: 5144.243164
	Iteration 23Q: 3 clusters Score -3725151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3725151.750000 Penalty: 5144.243164
	Iteration 24Q: 3 clusters Score -3725152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3725152.000000 Penalty: 5144.243164
	Iteration 25Q: 3 clusters Score -3725152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3725155.000000 Penalty: 5144.243164
	Iteration 26Q: 3 clusters Score -3725155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3725153.500000 Penalty: 5144.243164
	Iteration 27Q: 3 clusters Score -3725154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3725153.250000 Penalty: 5144.243164
	Iteration 28Q: 3 clusters Score -3725153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3725153.000000 Penalty: 5144.243164
	Iteration 29Q: 3 clusters Score -3725153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3725151.250000 Penalty: 5144.243164
	Iteration 30Q: 3 clusters Score -3725151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3725151.250000 Penalty: 5144.243164
	Iteration 31F: 3 clusters Score -3725151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 6907 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 17760 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 18863 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 21138 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 2625 members 
Mstep: Class 36 contains 8944 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 11334 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Entering Unmasked Estep 
Score: -133710064.000000 Penalty: 187213.281250
Splitting cluster 5 changes total score from -133707032.000000 to -133710064.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 6 (63158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Entering Unmasked Estep 
Score: -7570757.500000 Penalty: 2741.241943
	Iteration 0F: 2 clusters Score -7570758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -7528557.500000 Penalty: 5482.483887
	Iteration 0F: 3 clusters Score -7528558 nChanged 29331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -7545089.500000 Penalty: 5482.483887
	Iteration 1F: 3 clusters Score -7545090 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -7546014.500000 Penalty: 5482.483887
	Iteration 2Q: 3 clusters Score -7546014 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -7547246.500000 Penalty: 5482.483887
	Iteration 3Q: 3 clusters Score -7547246 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -7549015.000000 Penalty: 5482.483887
	Iteration 4F: 3 clusters Score -7549015 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -7551338.000000 Penalty: 5482.483887
	Iteration 5F: 3 clusters Score -7551338 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -7554355.000000 Penalty: 5482.483887
	Iteration 6F: 3 clusters Score -7554355 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -7557812.000000 Penalty: 5482.483887
	Iteration 7F: 3 clusters Score -7557812 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -7560846.500000 Penalty: 5482.483887
	Iteration 8F: 3 clusters Score -7560846 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -7562871.000000 Penalty: 5482.483887
	Iteration 9Q: 3 clusters Score -7562871 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -7564222.500000 Penalty: 5482.483887
	Iteration 10Q: 3 clusters Score -7564222 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -7565169.500000 Penalty: 5482.483887
	Iteration 11Q: 3 clusters Score -7565170 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -7565847.000000 Penalty: 5482.483887
	Iteration 12Q: 3 clusters Score -7565847 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -7566399.000000 Penalty: 5482.483887
	Iteration 13Q: 3 clusters Score -7566399 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -7566868.500000 Penalty: 5482.483887
	Iteration 14Q: 3 clusters Score -7566868 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -7567241.500000 Penalty: 5482.483887
	Iteration 15Q: 3 clusters Score -7567242 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -7567554.000000 Penalty: 5482.483887
	Iteration 16Q: 3 clusters Score -7567554 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -7567736.500000 Penalty: 5482.483887
	Iteration 17Q: 3 clusters Score -7567736 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -7567909.500000 Penalty: 5482.483887
	Iteration 18Q: 3 clusters Score -7567910 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -7568015.000000 Penalty: 5482.483887
	Iteration 19Q: 3 clusters Score -7568015 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -7568113.000000 Penalty: 5482.483887
	Iteration 20F: 3 clusters Score -7568113 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -7568191.000000 Penalty: 5482.483887
	Iteration 21Q: 3 clusters Score -7568191 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -7568262.000000 Penalty: 5482.483887
	Iteration 22Q: 3 clusters Score -7568262 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -7568327.000000 Penalty: 5482.483887
	Iteration 23Q: 3 clusters Score -7568327 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -7568375.000000 Penalty: 5482.483887
	Iteration 24Q: 3 clusters Score -7568375 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -7568434.000000 Penalty: 5482.483887
	Iteration 25Q: 3 clusters Score -7568434 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -7568466.000000 Penalty: 5482.483887
	Iteration 26Q: 3 clusters Score -7568466 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -7568498.000000 Penalty: 5482.483887
	Iteration 27Q: 3 clusters Score -7568498 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -7568530.500000 Penalty: 5482.483887
	Iteration 28Q: 3 clusters Score -7568530 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -7568544.000000 Penalty: 5482.483887
	Iteration 29Q: 3 clusters Score -7568544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -7568573.000000 Penalty: 5482.483887
	Iteration 30Q: 3 clusters Score -7568573 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -7568579.000000 Penalty: 5482.483887
	Iteration 31Q: 3 clusters Score -7568579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -7568595.500000 Penalty: 5482.483887
	Iteration 32Q: 3 clusters Score -7568596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -7568610.500000 Penalty: 5482.483887
	Iteration 33Q: 3 clusters Score -7568610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -7568603.000000 Penalty: 5482.483887
	Iteration 34Q: 3 clusters Score -7568603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -7568613.000000 Penalty: 5482.483887
	Iteration 35Q: 3 clusters Score -7568613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -7568629.000000 Penalty: 5482.483887
	Iteration 36Q: 3 clusters Score -7568629 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -7568638.500000 Penalty: 5482.483887
	Iteration 37Q: 3 clusters Score -7568638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -7568653.000000 Penalty: 5482.483887
	Iteration 38Q: 3 clusters Score -7568653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -7568666.500000 Penalty: 5482.483887
	Iteration 39Q: 3 clusters Score -7568666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -7568686.500000 Penalty: 5482.483887
	Iteration 40F: 3 clusters Score -7568686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -7568689.500000 Penalty: 5482.483887
	Iteration 41Q: 3 clusters Score -7568690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -7568696.000000 Penalty: 5482.483887
	Iteration 42Q: 3 clusters Score -7568696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -7568700.500000 Penalty: 5482.483887
	Iteration 43Q: 3 clusters Score -7568700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -7568699.500000 Penalty: 5482.483887
	Iteration 44Q: 3 clusters Score -7568700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -7568709.500000 Penalty: 5482.483887
	Iteration 45Q: 3 clusters Score -7568710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -7568717.000000 Penalty: 5482.483887
	Iteration 46Q: 3 clusters Score -7568717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -7568717.000000 Penalty: 5482.483887
	Iteration 47Q: 3 clusters Score -7568717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -7568716.000000 Penalty: 5482.483887
	Iteration 48Q: 3 clusters Score -7568716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -7568728.000000 Penalty: 5482.483887
	Iteration 49Q: 3 clusters Score -7568728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -7568729.000000 Penalty: 5482.483887
	Iteration 50Q: 3 clusters Score -7568729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -7568728.500000 Penalty: 5482.483887
	Iteration 51Q: 3 clusters Score -7568728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -7568722.000000 Penalty: 5482.483887
	Iteration 52Q: 3 clusters Score -7568722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -7568727.500000 Penalty: 5482.483887
	Iteration 53Q: 3 clusters Score -7568728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -7568737.000000 Penalty: 5482.483887
	Iteration 54Q: 3 clusters Score -7568737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -7568742.000000 Penalty: 5482.483887
	Iteration 55Q: 3 clusters Score -7568742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -7568740.000000 Penalty: 5482.483887
	Iteration 56Q: 3 clusters Score -7568740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -7568742.000000 Penalty: 5482.483887
	Iteration 57Q: 3 clusters Score -7568742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -7568745.000000 Penalty: 5482.483887
	Iteration 58Q: 3 clusters Score -7568745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -7568748.500000 Penalty: 5482.483887
	Iteration 59Q: 3 clusters Score -7568748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 60432 members 
Entering Unmasked Estep 
Score: -7568757.500000 Penalty: 5482.483887
	Iteration 60F: 3 clusters Score -7568758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -7568760.500000 Penalty: 5482.483887
	Iteration 61Q: 3 clusters Score -7568760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -7568760.500000 Penalty: 5482.483887
	Iteration 62Q: 3 clusters Score -7568760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -7568761.000000 Penalty: 5482.483887
	Iteration 63Q: 3 clusters Score -7568761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -7568751.000000 Penalty: 5482.483887
	Iteration 64Q: 3 clusters Score -7568751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -7568752.000000 Penalty: 5482.483887
	Iteration 65Q: 3 clusters Score -7568752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -7568755.000000 Penalty: 5482.483887
	Iteration 66Q: 3 clusters Score -7568755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -7568759.500000 Penalty: 5482.483887
	Iteration 67Q: 3 clusters Score -7568760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -7568762.500000 Penalty: 5482.483887
	Iteration 68Q: 3 clusters Score -7568762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -7568764.500000 Penalty: 5482.483887
	Iteration 69Q: 3 clusters Score -7568764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -7568766.500000 Penalty: 5482.483887
	Iteration 70Q: 3 clusters Score -7568766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -7568766.500000 Penalty: 5482.483887
	Iteration 71Q: 3 clusters Score -7568766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -7568766.000000 Penalty: 5482.483887
	Iteration 72Q: 3 clusters Score -7568766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -7568768.000000 Penalty: 5482.483887
	Iteration 73Q: 3 clusters Score -7568768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -7568768.000000 Penalty: 5482.483887
	Iteration 74Q: 3 clusters Score -7568768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -7568769.500000 Penalty: 5482.483887
	Iteration 75Q: 3 clusters Score -7568770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -7568772.500000 Penalty: 5482.483887
	Iteration 76Q: 3 clusters Score -7568772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -7568773.500000 Penalty: 5482.483887
	Iteration 77Q: 3 clusters Score -7568774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -7568773.000000 Penalty: 5482.483887
	Iteration 78Q: 3 clusters Score -7568773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -7568775.000000 Penalty: 5482.483887
	Iteration 79Q: 3 clusters Score -7568775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -7568772.000000 Penalty: 5482.483887
	Iteration 80F: 3 clusters Score -7568772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Entering Unmasked Estep 
Score: -918567.062500 Penalty: 2229.072754
	Iteration 0F: 2 clusters Score -918567.1 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 4017 members 
Entering Unmasked Estep 
Score: -912099.500000 Penalty: 4458.145508
	Iteration 0F: 3 clusters Score -912099.5 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -913837.250000 Penalty: 4458.145508
	Iteration 1F: 3 clusters Score -913837.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -914298.750000 Penalty: 4458.145508
	Iteration 2F: 3 clusters Score -914298.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -914942.187500 Penalty: 4458.145508
	Iteration 3F: 3 clusters Score -914942.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -915770.375000 Penalty: 4458.145508
	Iteration 4F: 3 clusters Score -915770.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -916603.500000 Penalty: 4458.145508
	Iteration 5F: 3 clusters Score -916603.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -917276.125000 Penalty: 4458.145508
	Iteration 6F: 3 clusters Score -917276.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -917713.125000 Penalty: 4458.145508
	Iteration 7F: 3 clusters Score -917713.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -917940.812500 Penalty: 4458.145508
	Iteration 8Q: 3 clusters Score -917940.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -918096.062500 Penalty: 4458.145508
	Iteration 9Q: 3 clusters Score -918096.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -918211.312500 Penalty: 4458.145508
	Iteration 10Q: 3 clusters Score -918211.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -918276.500000 Penalty: 4458.145508
	Iteration 11Q: 3 clusters Score -918276.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -918314.437500 Penalty: 4458.145508
	Iteration 12Q: 3 clusters Score -918314.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -918337.125000 Penalty: 4458.145508
	Iteration 13Q: 3 clusters Score -918337.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -918351.062500 Penalty: 4458.145508
	Iteration 14Q: 3 clusters Score -918351.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -918360.250000 Penalty: 4458.145508
	Iteration 15Q: 3 clusters Score -918360.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -918365.750000 Penalty: 4458.145508
	Iteration 16Q: 3 clusters Score -918365.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -918368.875000 Penalty: 4458.145508
	Iteration 17Q: 3 clusters Score -918368.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -918371.125000 Penalty: 4458.145508
	Iteration 18Q: 3 clusters Score -918371.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -918376.812500 Penalty: 4458.145508
	Iteration 19Q: 3 clusters Score -918376.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -918377.562500 Penalty: 4458.145508
	Iteration 20F: 3 clusters Score -918377.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -918378.000000 Penalty: 4458.145508
	Iteration 21Q: 3 clusters Score -918378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -918384.500000 Penalty: 4458.145508
	Iteration 22Q: 3 clusters Score -918384.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -918388.000000 Penalty: 4458.145508
	Iteration 23Q: 3 clusters Score -918388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -918389.687500 Penalty: 4458.145508
	Iteration 24Q: 3 clusters Score -918389.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -918392.000000 Penalty: 4458.145508
	Iteration 25Q: 3 clusters Score -918392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -918391.250000 Penalty: 4458.145508
	Iteration 26Q: 3 clusters Score -918391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -918391.000000 Penalty: 4458.145508
	Iteration 27Q: 3 clusters Score -918391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -918391.937500 Penalty: 4458.145508
	Iteration 28Q: 3 clusters Score -918391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -918392.000000 Penalty: 4458.145508
	Iteration 29Q: 3 clusters Score -918392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -918392.875000 Penalty: 4458.145508
	Iteration 30Q: 3 clusters Score -918392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -918393.062500 Penalty: 4458.145508
	Iteration 31Q: 3 clusters Score -918393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -918392.562500 Penalty: 4458.145508
	Iteration 32Q: 3 clusters Score -918392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -918392.437500 Penalty: 4458.145508
	Iteration 33Q: 3 clusters Score -918392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -918393.312500 Penalty: 4458.145508
	Iteration 34Q: 3 clusters Score -918393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -918394.187500 Penalty: 4458.145508
	Iteration 35Q: 3 clusters Score -918394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -918395.375000 Penalty: 4458.145508
	Iteration 36Q: 3 clusters Score -918395.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -918395.375000 Penalty: 4458.145508
	Iteration 37F: 3 clusters Score -918395.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175231 members 
Entering Unmasked Estep 
Score: -20663020.000000 Penalty: 2994.317383
	Iteration 0F: 2 clusters Score -2.066302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 87856 members 
Entering Unmasked Estep 
Score: -20547284.000000 Penalty: 5988.634766
	Iteration 0F: 3 clusters Score -2.054728e+07 nChanged 83888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -20596580.000000 Penalty: 5988.634766
	Iteration 1F: 3 clusters Score -2.059658e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85162 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
Score: -20598562.000000 Penalty: 5988.634766
	Iteration 2Q: 3 clusters Score -2.059856e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -20601538.000000 Penalty: 5988.634766
	Iteration 3Q: 3 clusters Score -2.060154e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -20605774.000000 Penalty: 5988.634766
	Iteration 4F: 3 clusters Score -2.060577e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -20611196.000000 Penalty: 5988.634766
	Iteration 5F: 3 clusters Score -2.06112e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -20617250.000000 Penalty: 5988.634766
	Iteration 6F: 3 clusters Score -2.061725e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -20623290.000000 Penalty: 5988.634766
	Iteration 7F: 3 clusters Score -2.062329e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 97936 members 
Entering Unmasked Estep 
Score: -20628434.000000 Penalty: 5988.634766
	Iteration 8F: 3 clusters Score -2.062843e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -20632180.000000 Penalty: 5988.634766
	Iteration 9Q: 3 clusters Score -2.063218e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 104450 members 
Entering Unmasked Estep 
Score: -20634926.000000 Penalty: 5988.634766
	Iteration 10Q: 3 clusters Score -2.063493e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
Score: -20637118.000000 Penalty: 5988.634766
	Iteration 11Q: 3 clusters Score -2.063712e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -20638928.000000 Penalty: 5988.634766
	Iteration 12Q: 3 clusters Score -2.063893e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 117682 members 
Entering Unmasked Estep 
Score: -20640652.000000 Penalty: 5988.634766
	Iteration 13Q: 3 clusters Score -2.064065e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 122870 members 
Entering Unmasked Estep 
Score: -20642694.000000 Penalty: 5988.634766
	Iteration 14Q: 3 clusters Score -2.064269e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 128331 members 
Entering Unmasked Estep 
Score: -20644642.000000 Penalty: 5988.634766
	Iteration 15Q: 3 clusters Score -2.064464e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 134042 members 
Entering Unmasked Estep 
Score: -20646800.000000 Penalty: 5988.634766
	Iteration 16Q: 3 clusters Score -2.06468e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 139733 members 
Entering Unmasked Estep 
Score: -20648984.000000 Penalty: 5988.634766
	Iteration 17Q: 3 clusters Score -2.064898e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 145145 members 
Entering Unmasked Estep 
Score: -20651120.000000 Penalty: 5988.634766
	Iteration 18Q: 3 clusters Score -2.065112e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 150178 members 
Entering Unmasked Estep 
Score: -20653190.000000 Penalty: 5988.634766
	Iteration 19Q: 3 clusters Score -2.065319e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 154711 members 
Entering Unmasked Estep 
Score: -20655008.000000 Penalty: 5988.634766
	Iteration 20F: 3 clusters Score -2.065501e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 158609 members 
Entering Unmasked Estep 
Score: -20656432.000000 Penalty: 5988.634766
	Iteration 21Q: 3 clusters Score -2.065643e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 161731 members 
Entering Unmasked Estep 
Score: -20657642.000000 Penalty: 5988.634766
	Iteration 22Q: 3 clusters Score -2.065764e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -20658460.000000 Penalty: 5988.634766
	Iteration 23Q: 3 clusters Score -2.065846e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -20659062.000000 Penalty: 5988.634766
	Iteration 24Q: 3 clusters Score -2.065906e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 167532 members 
Entering Unmasked Estep 
Score: -20659626.000000 Penalty: 5988.634766
	Iteration 25Q: 3 clusters Score -2.065963e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 168661 members 
Entering Unmasked Estep 
Score: -20660006.000000 Penalty: 5988.634766
	Iteration 26Q: 3 clusters Score -2.066001e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -20660228.000000 Penalty: 5988.634766
	Iteration 27Q: 3 clusters Score -2.066023e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 170213 members 
Entering Unmasked Estep 
Score: -20660438.000000 Penalty: 5988.634766
	Iteration 28Q: 3 clusters Score -2.066044e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 170724 members 
Entering Unmasked Estep 
Score: -20660536.000000 Penalty: 5988.634766
	Iteration 29Q: 3 clusters Score -2.066054e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 171093 members 
Entering Unmasked Estep 
Score: -20660626.000000 Penalty: 5988.634766
	Iteration 30Q: 3 clusters Score -2.066063e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -20660658.000000 Penalty: 5988.634766
	Iteration 31Q: 3 clusters Score -2.066066e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 171635 members 
Entering Unmasked Estep 
Score: -20660756.000000 Penalty: 5988.634766
	Iteration 32Q: 3 clusters Score -2.066076e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 171852 members 
Entering Unmasked Estep 
Score: -20660816.000000 Penalty: 5988.634766
	Iteration 33Q: 3 clusters Score -2.066082e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 172007 members 
Entering Unmasked Estep 
Score: -20660914.000000 Penalty: 5988.634766
	Iteration 34Q: 3 clusters Score -2.066091e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 172133 members 
Entering Unmasked Estep 
Score: -20660936.000000 Penalty: 5988.634766
	Iteration 35Q: 3 clusters Score -2.066094e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 172232 members 
Entering Unmasked Estep 
Score: -20660976.000000 Penalty: 5988.634766
	Iteration 36Q: 3 clusters Score -2.066098e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 172316 members 
Entering Unmasked Estep 
Score: -20660978.000000 Penalty: 5988.634766
	Iteration 37Q: 3 clusters Score -2.066098e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 172384 members 
Entering Unmasked Estep 
Score: -20660982.000000 Penalty: 5988.634766
	Iteration 38Q: 3 clusters Score -2.066098e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 172435 members 
Entering Unmasked Estep 
Score: -20661004.000000 Penalty: 5988.634766
	Iteration 39Q: 3 clusters Score -2.0661e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 172473 members 
Entering Unmasked Estep 
Score: -20660958.000000 Penalty: 5988.634766
	Iteration 40F: 3 clusters Score -2.066096e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 172514 members 
Entering Unmasked Estep 
Score: -20660976.000000 Penalty: 5988.634766
	Iteration 41Q: 3 clusters Score -2.066098e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 172547 members 
Entering Unmasked Estep 
Score: -20661006.000000 Penalty: 5988.634766
	Iteration 42Q: 3 clusters Score -2.066101e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 172573 members 
Entering Unmasked Estep 
Score: -20661014.000000 Penalty: 5988.634766
	Iteration 43Q: 3 clusters Score -2.066101e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 172599 members 
Entering Unmasked Estep 
Score: -20661010.000000 Penalty: 5988.634766
	Iteration 44Q: 3 clusters Score -2.066101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 172622 members 
Entering Unmasked Estep 
Score: -20661012.000000 Penalty: 5988.634766
	Iteration 45Q: 3 clusters Score -2.066101e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 172636 members 
Entering Unmasked Estep 
Score: -20661018.000000 Penalty: 5988.634766
	Iteration 46Q: 3 clusters Score -2.066102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 172652 members 
Entering Unmasked Estep 
Score: -20661016.000000 Penalty: 5988.634766
	Iteration 47Q: 3 clusters Score -2.066102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 172665 members 
Entering Unmasked Estep 
Score: -20661006.000000 Penalty: 5988.634766
	Iteration 48Q: 3 clusters Score -2.066101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 172680 members 
Entering Unmasked Estep 
Score: -20661006.000000 Penalty: 5988.634766
	Iteration 49Q: 3 clusters Score -2.066101e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -20661010.000000 Penalty: 5988.634766
	Iteration 50Q: 3 clusters Score -2.066101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 172707 members 
Entering Unmasked Estep 
Score: -20661006.000000 Penalty: 5988.634766
	Iteration 51Q: 3 clusters Score -2.066101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 172717 members 
Entering Unmasked Estep 
Score: -20661018.000000 Penalty: 5988.634766
	Iteration 52Q: 3 clusters Score -2.066102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -20661018.000000 Penalty: 5988.634766
	Iteration 53Q: 3 clusters Score -2.066102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 172734 members 
Entering Unmasked Estep 
Score: -20661016.000000 Penalty: 5988.634766
	Iteration 54Q: 3 clusters Score -2.066102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 172744 members 
Entering Unmasked Estep 
Score: -20661012.000000 Penalty: 5988.634766
	Iteration 55Q: 3 clusters Score -2.066101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 172755 members 
Entering Unmasked Estep 
Score: -20661012.000000 Penalty: 5988.634766
	Iteration 56Q: 3 clusters Score -2.066101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 172766 members 
Entering Unmasked Estep 
Score: -20660992.000000 Penalty: 5988.634766
	Iteration 57Q: 3 clusters Score -2.066099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 172779 members 
Entering Unmasked Estep 
Score: -20661000.000000 Penalty: 5988.634766
	Iteration 58Q: 3 clusters Score -2.0661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 172786 members 
Entering Unmasked Estep 
Score: -20660992.000000 Penalty: 5988.634766
	Iteration 59Q: 3 clusters Score -2.066099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 172793 members 
Entering Unmasked Estep 
Score: -20661018.000000 Penalty: 5988.634766
	Iteration 60F: 3 clusters Score -2.066102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 172801 members 
Entering Unmasked Estep 
Score: -20661024.000000 Penalty: 5988.634766
	Iteration 61Q: 3 clusters Score -2.066102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 172802 members 
Entering Unmasked Estep 
Score: -20661022.000000 Penalty: 5988.634766
	Iteration 62Q: 3 clusters Score -2.066102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 172802 members 
Entering Unmasked Estep 
Score: -20661014.000000 Penalty: 5988.634766
	Iteration 63Q: 3 clusters Score -2.066101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 172804 members 
Entering Unmasked Estep 
Score: -20661010.000000 Penalty: 5988.634766
	Iteration 64Q: 3 clusters Score -2.066101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 172807 members 
Entering Unmasked Estep 
Score: -20661028.000000 Penalty: 5988.634766
	Iteration 65Q: 3 clusters Score -2.066103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -20661030.000000 Penalty: 5988.634766
	Iteration 66Q: 3 clusters Score -2.066103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 172823 members 
Entering Unmasked Estep 
Score: -20661038.000000 Penalty: 5988.634766
	Iteration 67Q: 3 clusters Score -2.066104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 172825 members 
Entering Unmasked Estep 
Score: -20661026.000000 Penalty: 5988.634766
	Iteration 68Q: 3 clusters Score -2.066103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 172832 members 
Entering Unmasked Estep 
Score: -20661046.000000 Penalty: 5988.634766
	Iteration 69Q: 3 clusters Score -2.066105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 172837 members 
Entering Unmasked Estep 
Score: -20661034.000000 Penalty: 5988.634766
	Iteration 70Q: 3 clusters Score -2.066103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 172838 members 
Entering Unmasked Estep 
Score: -20661022.000000 Penalty: 5988.634766
	Iteration 71Q: 3 clusters Score -2.066102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 172840 members 
Entering Unmasked Estep 
Score: -20661020.000000 Penalty: 5988.634766
	Iteration 72Q: 3 clusters Score -2.066102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 172842 members 
Entering Unmasked Estep 
Score: -20661022.000000 Penalty: 5988.634766
	Iteration 73Q: 3 clusters Score -2.066102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -20661012.000000 Penalty: 5988.634766
	Iteration 74Q: 3 clusters Score -2.066101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 172849 members 
Entering Unmasked Estep 
Score: -20661014.000000 Penalty: 5988.634766
	Iteration 75Q: 3 clusters Score -2.066101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 172848 members 
Entering Unmasked Estep 
Score: -20661014.000000 Penalty: 5988.634766
	Iteration 76Q: 3 clusters Score -2.066101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -20661002.000000 Penalty: 5988.634766
	Iteration 77Q: 3 clusters Score -2.0661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -20661002.000000 Penalty: 5988.634766
	Iteration 78F: 3 clusters Score -2.0661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -30434.826172 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -30434.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29152.943359 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -29152.94 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29908.814453 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -29908.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30130.400391 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -30130.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30229.332031 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -30229.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30280.601562 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -30280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30297.082031 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -30297.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30314.279297 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -30314.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30315.101562 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -30315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30315.101562 Penalty: 3046.450439
	Iteration 8F: 3 clusters Score -30315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Entering Unmasked Estep 
Score: -1950862.875000 Penalty: 2408.040771
	Iteration 0F: 2 clusters Score -1950863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1938985.750000 Penalty: 4816.081543
	Iteration 0F: 3 clusters Score -1938986 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1942993.625000 Penalty: 4816.081543
	Iteration 1F: 3 clusters Score -1942994 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1943475.375000 Penalty: 4816.081543
	Iteration 2F: 3 clusters Score -1943475 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1943909.875000 Penalty: 4816.081543
	Iteration 3F: 3 clusters Score -1943910 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1944325.625000 Penalty: 4816.081543
	Iteration 4Q: 3 clusters Score -1944326 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1944741.000000 Penalty: 4816.081543
	Iteration 5Q: 3 clusters Score -1944741 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1945134.500000 Penalty: 4816.081543
	Iteration 6Q: 3 clusters Score -1945134 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1945496.500000 Penalty: 4816.081543
	Iteration 7Q: 3 clusters Score -1945496 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1945860.250000 Penalty: 4816.081543
	Iteration 8Q: 3 clusters Score -1945860 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1946240.875000 Penalty: 4816.081543
	Iteration 9Q: 3 clusters Score -1946241 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1946644.875000 Penalty: 4816.081543
	Iteration 10Q: 3 clusters Score -1946645 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1947044.125000 Penalty: 4816.081543
	Iteration 11Q: 3 clusters Score -1947044 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1947431.500000 Penalty: 4816.081543
	Iteration 12Q: 3 clusters Score -1947432 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1947773.250000 Penalty: 4816.081543
	Iteration 13Q: 3 clusters Score -1947773 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1948026.000000 Penalty: 4816.081543
	Iteration 14Q: 3 clusters Score -1948026 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1948269.250000 Penalty: 4816.081543
	Iteration 15Q: 3 clusters Score -1948269 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1948493.500000 Penalty: 4816.081543
	Iteration 16Q: 3 clusters Score -1948494 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1948676.375000 Penalty: 4816.081543
	Iteration 17Q: 3 clusters Score -1948676 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1948827.000000 Penalty: 4816.081543
	Iteration 18Q: 3 clusters Score -1948827 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1948911.750000 Penalty: 4816.081543
	Iteration 19Q: 3 clusters Score -1948912 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1948990.125000 Penalty: 4816.081543
	Iteration 20F: 3 clusters Score -1948990 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1949055.625000 Penalty: 4816.081543
	Iteration 21Q: 3 clusters Score -1949056 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1949116.375000 Penalty: 4816.081543
	Iteration 22Q: 3 clusters Score -1949116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1949152.750000 Penalty: 4816.081543
	Iteration 23Q: 3 clusters Score -1949153 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1949180.375000 Penalty: 4816.081543
	Iteration 24Q: 3 clusters Score -1949180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1949206.625000 Penalty: 4816.081543
	Iteration 25Q: 3 clusters Score -1949207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1949216.875000 Penalty: 4816.081543
	Iteration 26Q: 3 clusters Score -1949217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1949222.375000 Penalty: 4816.081543
	Iteration 27Q: 3 clusters Score -1949222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1949239.875000 Penalty: 4816.081543
	Iteration 28Q: 3 clusters Score -1949240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1949245.750000 Penalty: 4816.081543
	Iteration 29Q: 3 clusters Score -1949246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1949245.125000 Penalty: 4816.081543
	Iteration 30Q: 3 clusters Score -1949245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1949243.625000 Penalty: 4816.081543
	Iteration 31Q: 3 clusters Score -1949244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1949246.000000 Penalty: 4816.081543
	Iteration 32Q: 3 clusters Score -1949246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1949247.875000 Penalty: 4816.081543
	Iteration 33Q: 3 clusters Score -1949248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1949250.125000 Penalty: 4816.081543
	Iteration 34Q: 3 clusters Score -1949250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1949254.375000 Penalty: 4816.081543
	Iteration 35Q: 3 clusters Score -1949254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1949251.250000 Penalty: 4816.081543
	Iteration 36Q: 3 clusters Score -1949251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1949255.125000 Penalty: 4816.081543
	Iteration 37Q: 3 clusters Score -1949255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1949256.625000 Penalty: 4816.081543
	Iteration 38Q: 3 clusters Score -1949257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1949257.250000 Penalty: 4816.081543
	Iteration 39Q: 3 clusters Score -1949257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1949257.250000 Penalty: 4816.081543
	Iteration 40F: 3 clusters Score -1949257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Entering Unmasked Estep 
Score: -788304.812500 Penalty: 2192.392090
	Iteration 0F: 2 clusters Score -788304.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -782658.625000 Penalty: 4384.784180
	Iteration 0F: 3 clusters Score -782658.6 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -784155.437500 Penalty: 4384.784180
	Iteration 1F: 3 clusters Score -784155.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -784441.750000 Penalty: 4384.784180
	Iteration 2F: 3 clusters Score -784441.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -784665.750000 Penalty: 4384.784180
	Iteration 3F: 3 clusters Score -784665.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -784889.000000 Penalty: 4384.784180
	Iteration 4Q: 3 clusters Score -784889 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -785102.937500 Penalty: 4384.784180
	Iteration 5Q: 3 clusters Score -785102.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -785304.375000 Penalty: 4384.784180
	Iteration 6Q: 3 clusters Score -785304.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -785556.562500 Penalty: 4384.784180
	Iteration 7Q: 3 clusters Score -785556.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -785850.687500 Penalty: 4384.784180
	Iteration 8F: 3 clusters Score -785850.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -786122.875000 Penalty: 4384.784180
	Iteration 9Q: 3 clusters Score -786122.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -786370.125000 Penalty: 4384.784180
	Iteration 10Q: 3 clusters Score -786370.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -786584.562500 Penalty: 4384.784180
	Iteration 11Q: 3 clusters Score -786584.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -786791.375000 Penalty: 4384.784180
	Iteration 12Q: 3 clusters Score -786791.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -786948.562500 Penalty: 4384.784180
	Iteration 13Q: 3 clusters Score -786948.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -787119.125000 Penalty: 4384.784180
	Iteration 14Q: 3 clusters Score -787119.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -787338.500000 Penalty: 4384.784180
	Iteration 15Q: 3 clusters Score -787338.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -787751.312500 Penalty: 4384.784180
	Iteration 16Q: 3 clusters Score -787751.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -788742.937500 Penalty: 4384.784180
	Iteration 17Q: 3 clusters Score -788742.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -790282.312500 Penalty: 4384.784180
	Iteration 18Q: 3 clusters Score -790282.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -790983.125000 Penalty: 4384.784180
	Iteration 19Q: 3 clusters Score -790983.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -791040.000000 Penalty: 4384.784180
	Iteration 20F: 3 clusters Score -791040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -791046.562500 Penalty: 4384.784180
	Iteration 21Q: 3 clusters Score -791046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -791053.062500 Penalty: 4384.784180
	Iteration 22Q: 3 clusters Score -791053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -791055.187500 Penalty: 4384.784180
	Iteration 23Q: 3 clusters Score -791055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -791053.687500 Penalty: 4384.784180
	Iteration 24Q: 3 clusters Score -791053.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -791053.687500 Penalty: 4384.784180
	Iteration 25F: 3 clusters Score -791053.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 17760 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 18863 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 21138 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 2625 members 
Mstep: Class 36 contains 8944 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 11334 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Entering Unmasked Estep 
Score: -133711744.000000 Penalty: 190680.203125
Splitting cluster 11 changes total score from -133707032.000000 to -133711744.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 12 (7376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Entering Unmasked Estep 
Score: -744398.687500 Penalty: 2208.684814
	Iteration 0F: 2 clusters Score -744398.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -738418.562500 Penalty: 4417.369629
	Iteration 0F: 3 clusters Score -738418.6 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -740228.062500 Penalty: 4417.369629
	Iteration 1F: 3 clusters Score -740228.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -740656.312500 Penalty: 4417.369629
	Iteration 2F: 3 clusters Score -740656.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -741005.750000 Penalty: 4417.369629
	Iteration 3F: 3 clusters Score -741005.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -741336.375000 Penalty: 4417.369629
	Iteration 4F: 3 clusters Score -741336.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -741613.187500 Penalty: 4417.369629
	Iteration 5F: 3 clusters Score -741613.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -741876.812500 Penalty: 4417.369629
	Iteration 6Q: 3 clusters Score -741876.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -742110.062500 Penalty: 4417.369629
	Iteration 7Q: 3 clusters Score -742110.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -742295.500000 Penalty: 4417.369629
	Iteration 8Q: 3 clusters Score -742295.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -742435.062500 Penalty: 4417.369629
	Iteration 9Q: 3 clusters Score -742435.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -742552.375000 Penalty: 4417.369629
	Iteration 10Q: 3 clusters Score -742552.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -742631.812500 Penalty: 4417.369629
	Iteration 11Q: 3 clusters Score -742631.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -742684.187500 Penalty: 4417.369629
	Iteration 12Q: 3 clusters Score -742684.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -742728.750000 Penalty: 4417.369629
	Iteration 13Q: 3 clusters Score -742728.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -742768.187500 Penalty: 4417.369629
	Iteration 14Q: 3 clusters Score -742768.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -742803.187500 Penalty: 4417.369629
	Iteration 15Q: 3 clusters Score -742803.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -742829.625000 Penalty: 4417.369629
	Iteration 16Q: 3 clusters Score -742829.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -742858.687500 Penalty: 4417.369629
	Iteration 17Q: 3 clusters Score -742858.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -742879.250000 Penalty: 4417.369629
	Iteration 18Q: 3 clusters Score -742879.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -742900.875000 Penalty: 4417.369629
	Iteration 19Q: 3 clusters Score -742900.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -742916.812500 Penalty: 4417.369629
	Iteration 20F: 3 clusters Score -742916.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -742923.312500 Penalty: 4417.369629
	Iteration 21Q: 3 clusters Score -742923.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -742930.812500 Penalty: 4417.369629
	Iteration 22Q: 3 clusters Score -742930.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -742939.500000 Penalty: 4417.369629
	Iteration 23Q: 3 clusters Score -742939.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -742949.437500 Penalty: 4417.369629
	Iteration 24Q: 3 clusters Score -742949.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -742958.375000 Penalty: 4417.369629
	Iteration 25Q: 3 clusters Score -742958.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -742962.312500 Penalty: 4417.369629
	Iteration 26Q: 3 clusters Score -742962.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -742965.375000 Penalty: 4417.369629
	Iteration 27Q: 3 clusters Score -742965.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -742970.000000 Penalty: 4417.369629
	Iteration 28Q: 3 clusters Score -742970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -742976.750000 Penalty: 4417.369629
	Iteration 29Q: 3 clusters Score -742976.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -742980.437500 Penalty: 4417.369629
	Iteration 30Q: 3 clusters Score -742980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -742983.937500 Penalty: 4417.369629
	Iteration 31Q: 3 clusters Score -742983.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -742987.000000 Penalty: 4417.369629
	Iteration 32Q: 3 clusters Score -742987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -742989.687500 Penalty: 4417.369629
	Iteration 33Q: 3 clusters Score -742989.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -742990.187500 Penalty: 4417.369629
	Iteration 34Q: 3 clusters Score -742990.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -742992.500000 Penalty: 4417.369629
	Iteration 35Q: 3 clusters Score -742992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -742992.500000 Penalty: 4417.369629
	Iteration 36Q: 3 clusters Score -742992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -742995.125000 Penalty: 4417.369629
	Iteration 37Q: 3 clusters Score -742995.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -742996.562500 Penalty: 4417.369629
	Iteration 38Q: 3 clusters Score -742996.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -743000.000000 Penalty: 4417.369629
	Iteration 39Q: 3 clusters Score -743000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -743007.250000 Penalty: 4417.369629
	Iteration 40F: 3 clusters Score -743007.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -743014.750000 Penalty: 4417.369629
	Iteration 41Q: 3 clusters Score -743014.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -743019.187500 Penalty: 4417.369629
	Iteration 42Q: 3 clusters Score -743019.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -743025.187500 Penalty: 4417.369629
	Iteration 43Q: 3 clusters Score -743025.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -743032.250000 Penalty: 4417.369629
	Iteration 44Q: 3 clusters Score -743032.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -743035.375000 Penalty: 4417.369629
	Iteration 45Q: 3 clusters Score -743035.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -743037.500000 Penalty: 4417.369629
	Iteration 46Q: 3 clusters Score -743037.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -743042.187500 Penalty: 4417.369629
	Iteration 47Q: 3 clusters Score -743042.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -743043.875000 Penalty: 4417.369629
	Iteration 48Q: 3 clusters Score -743043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -743045.312500 Penalty: 4417.369629
	Iteration 49Q: 3 clusters Score -743045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -743048.375000 Penalty: 4417.369629
	Iteration 50Q: 3 clusters Score -743048.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -743054.937500 Penalty: 4417.369629
	Iteration 51Q: 3 clusters Score -743054.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -743063.000000 Penalty: 4417.369629
	Iteration 52Q: 3 clusters Score -743063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -743066.187500 Penalty: 4417.369629
	Iteration 53Q: 3 clusters Score -743066.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -743071.875000 Penalty: 4417.369629
	Iteration 54Q: 3 clusters Score -743071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -743074.250000 Penalty: 4417.369629
	Iteration 55Q: 3 clusters Score -743074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -743079.125000 Penalty: 4417.369629
	Iteration 56Q: 3 clusters Score -743079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -743082.125000 Penalty: 4417.369629
	Iteration 57Q: 3 clusters Score -743082.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -743087.187500 Penalty: 4417.369629
	Iteration 58Q: 3 clusters Score -743087.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -743092.687500 Penalty: 4417.369629
	Iteration 59Q: 3 clusters Score -743092.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -743094.937500 Penalty: 4417.369629
	Iteration 60F: 3 clusters Score -743094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -743095.312500 Penalty: 4417.369629
	Iteration 61Q: 3 clusters Score -743095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -743097.312500 Penalty: 4417.369629
	Iteration 62Q: 3 clusters Score -743097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -743098.375000 Penalty: 4417.369629
	Iteration 63Q: 3 clusters Score -743098.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -743101.312500 Penalty: 4417.369629
	Iteration 64Q: 3 clusters Score -743101.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -743104.562500 Penalty: 4417.369629
	Iteration 65Q: 3 clusters Score -743104.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -743109.000000 Penalty: 4417.369629
	Iteration 66Q: 3 clusters Score -743109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -743116.000000 Penalty: 4417.369629
	Iteration 67Q: 3 clusters Score -743116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -743123.625000 Penalty: 4417.369629
	Iteration 68Q: 3 clusters Score -743123.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -743129.750000 Penalty: 4417.369629
	Iteration 69Q: 3 clusters Score -743129.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -743134.937500 Penalty: 4417.369629
	Iteration 70Q: 3 clusters Score -743134.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -743140.312500 Penalty: 4417.369629
	Iteration 71Q: 3 clusters Score -743140.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -743143.812500 Penalty: 4417.369629
	Iteration 72Q: 3 clusters Score -743143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -743147.062500 Penalty: 4417.369629
	Iteration 73Q: 3 clusters Score -743147.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -743149.937500 Penalty: 4417.369629
	Iteration 74Q: 3 clusters Score -743149.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -743153.500000 Penalty: 4417.369629
	Iteration 75Q: 3 clusters Score -743153.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -743156.625000 Penalty: 4417.369629
	Iteration 76Q: 3 clusters Score -743156.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -743158.062500 Penalty: 4417.369629
	Iteration 77Q: 3 clusters Score -743158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -743160.562500 Penalty: 4417.369629
	Iteration 78Q: 3 clusters Score -743160.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -743164.312500 Penalty: 4417.369629
	Iteration 79Q: 3 clusters Score -743164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -743165.562500 Penalty: 4417.369629
	Iteration 80F: 3 clusters Score -743165.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -743168.000000 Penalty: 4417.369629
	Iteration 81Q: 3 clusters Score -743168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -743167.375000 Penalty: 4417.369629
	Iteration 82Q: 3 clusters Score -743167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -743166.500000 Penalty: 4417.369629
	Iteration 83Q: 3 clusters Score -743166.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -743166.500000 Penalty: 4417.369629
	Iteration 84F: 3 clusters Score -743166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Entering Unmasked Estep 
Score: -314131.375000 Penalty: 1955.094604
	Iteration 0F: 2 clusters Score -314131.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -311085.031250 Penalty: 3910.189209
	Iteration 0F: 3 clusters Score -311085 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -311748.750000 Penalty: 3910.189209
	Iteration 1F: 3 clusters Score -311748.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -311942.093750 Penalty: 3910.189209
	Iteration 2F: 3 clusters Score -311942.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -312060.125000 Penalty: 3910.189209
	Iteration 3F: 3 clusters Score -312060.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -312146.281250 Penalty: 3910.189209
	Iteration 4Q: 3 clusters Score -312146.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -312230.937500 Penalty: 3910.189209
	Iteration 5Q: 3 clusters Score -312230.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -312297.187500 Penalty: 3910.189209
	Iteration 6Q: 3 clusters Score -312297.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -312353.531250 Penalty: 3910.189209
	Iteration 7Q: 3 clusters Score -312353.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -312409.562500 Penalty: 3910.189209
	Iteration 8Q: 3 clusters Score -312409.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -312466.562500 Penalty: 3910.189209
	Iteration 9Q: 3 clusters Score -312466.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -312507.812500 Penalty: 3910.189209
	Iteration 10Q: 3 clusters Score -312507.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -312548.250000 Penalty: 3910.189209
	Iteration 11Q: 3 clusters Score -312548.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -312582.937500 Penalty: 3910.189209
	Iteration 12Q: 3 clusters Score -312582.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -312606.343750 Penalty: 3910.189209
	Iteration 13Q: 3 clusters Score -312606.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -312619.343750 Penalty: 3910.189209
	Iteration 14Q: 3 clusters Score -312619.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -312631.656250 Penalty: 3910.189209
	Iteration 15Q: 3 clusters Score -312631.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -312643.656250 Penalty: 3910.189209
	Iteration 16Q: 3 clusters Score -312643.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -312653.718750 Penalty: 3910.189209
	Iteration 17Q: 3 clusters Score -312653.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -312665.312500 Penalty: 3910.189209
	Iteration 18Q: 3 clusters Score -312665.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -312676.218750 Penalty: 3910.189209
	Iteration 19Q: 3 clusters Score -312676.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -312682.812500 Penalty: 3910.189209
	Iteration 20F: 3 clusters Score -312682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -312684.437500 Penalty: 3910.189209
	Iteration 21Q: 3 clusters Score -312684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -312689.281250 Penalty: 3910.189209
	Iteration 22Q: 3 clusters Score -312689.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -312691.312500 Penalty: 3910.189209
	Iteration 23Q: 3 clusters Score -312691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -312692.656250 Penalty: 3910.189209
	Iteration 24Q: 3 clusters Score -312692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -312692.875000 Penalty: 3910.189209
	Iteration 25Q: 3 clusters Score -312692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -312692.875000 Penalty: 3910.189209
	Iteration 26F: 3 clusters Score -312692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Entering Unmasked Estep 
Score: -2259672.250000 Penalty: 2450.154541
	Iteration 0F: 2 clusters Score -2259672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2245959.000000 Penalty: 4900.309082
	Iteration 0F: 3 clusters Score -2245959 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2250441.000000 Penalty: 4900.309082
	Iteration 1F: 3 clusters Score -2250441 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2250902.750000 Penalty: 4900.309082
	Iteration 2F: 3 clusters Score -2250903 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2251370.500000 Penalty: 4900.309082
	Iteration 3Q: 3 clusters Score -2251370 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2252051.500000 Penalty: 4900.309082
	Iteration 4F: 3 clusters Score -2252052 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2252994.000000 Penalty: 4900.309082
	Iteration 5F: 3 clusters Score -2252994 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2254042.000000 Penalty: 4900.309082
	Iteration 6F: 3 clusters Score -2254042 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2255020.000000 Penalty: 4900.309082
	Iteration 7F: 3 clusters Score -2255020 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2255712.500000 Penalty: 4900.309082
	Iteration 8F: 3 clusters Score -2255712 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2256174.250000 Penalty: 4900.309082
	Iteration 9Q: 3 clusters Score -2256174 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2256531.250000 Penalty: 4900.309082
	Iteration 10Q: 3 clusters Score -2256531 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2256788.250000 Penalty: 4900.309082
	Iteration 11Q: 3 clusters Score -2256788 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2256994.250000 Penalty: 4900.309082
	Iteration 12Q: 3 clusters Score -2256994 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2257164.750000 Penalty: 4900.309082
	Iteration 13Q: 3 clusters Score -2257165 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2257364.250000 Penalty: 4900.309082
	Iteration 14Q: 3 clusters Score -2257364 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2257524.500000 Penalty: 4900.309082
	Iteration 15Q: 3 clusters Score -2257524 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2257647.500000 Penalty: 4900.309082
	Iteration 16Q: 3 clusters Score -2257648 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2257750.500000 Penalty: 4900.309082
	Iteration 17Q: 3 clusters Score -2257750 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2257837.250000 Penalty: 4900.309082
	Iteration 18Q: 3 clusters Score -2257837 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2257906.750000 Penalty: 4900.309082
	Iteration 19Q: 3 clusters Score -2257907 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2257949.500000 Penalty: 4900.309082
	Iteration 20F: 3 clusters Score -2257950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2257978.500000 Penalty: 4900.309082
	Iteration 21Q: 3 clusters Score -2257978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2257990.750000 Penalty: 4900.309082
	Iteration 22Q: 3 clusters Score -2257991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2258012.000000 Penalty: 4900.309082
	Iteration 23Q: 3 clusters Score -2258012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2258022.250000 Penalty: 4900.309082
	Iteration 24Q: 3 clusters Score -2258022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2258028.500000 Penalty: 4900.309082
	Iteration 25Q: 3 clusters Score -2258028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2258038.000000 Penalty: 4900.309082
	Iteration 26Q: 3 clusters Score -2258038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2258045.250000 Penalty: 4900.309082
	Iteration 27Q: 3 clusters Score -2258045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2258052.750000 Penalty: 4900.309082
	Iteration 28Q: 3 clusters Score -2258053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2258057.250000 Penalty: 4900.309082
	Iteration 29Q: 3 clusters Score -2258057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2258055.000000 Penalty: 4900.309082
	Iteration 30Q: 3 clusters Score -2258055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2258059.750000 Penalty: 4900.309082
	Iteration 31Q: 3 clusters Score -2258060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2258067.500000 Penalty: 4900.309082
	Iteration 32Q: 3 clusters Score -2258068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2258074.000000 Penalty: 4900.309082
	Iteration 33Q: 3 clusters Score -2258074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2258079.750000 Penalty: 4900.309082
	Iteration 34Q: 3 clusters Score -2258080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2258082.000000 Penalty: 4900.309082
	Iteration 35Q: 3 clusters Score -2258082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2258081.000000 Penalty: 4900.309082
	Iteration 36Q: 3 clusters Score -2258081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2258087.000000 Penalty: 4900.309082
	Iteration 37Q: 3 clusters Score -2258087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2258089.000000 Penalty: 4900.309082
	Iteration 38Q: 3 clusters Score -2258089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2258092.250000 Penalty: 4900.309082
	Iteration 39Q: 3 clusters Score -2258092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2258089.750000 Penalty: 4900.309082
	Iteration 40F: 3 clusters Score -2258090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2258094.000000 Penalty: 4900.309082
	Iteration 41Q: 3 clusters Score -2258094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2258095.750000 Penalty: 4900.309082
	Iteration 42Q: 3 clusters Score -2258096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2258095.000000 Penalty: 4900.309082
	Iteration 43Q: 3 clusters Score -2258095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2258095.000000 Penalty: 4900.309082
	Iteration 44F: 3 clusters Score -2258095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -228850.953125 Penalty: 1879.253174
	Iteration 0F: 2 clusters Score -228851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -226266.890625 Penalty: 3758.506348
	Iteration 0F: 3 clusters Score -226266.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -226751.250000 Penalty: 3758.506348
	Iteration 1F: 3 clusters Score -226751.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -226905.937500 Penalty: 3758.506348
	Iteration 2F: 3 clusters Score -226905.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -226989.828125 Penalty: 3758.506348
	Iteration 3Q: 3 clusters Score -226989.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -227048.046875 Penalty: 3758.506348
	Iteration 4Q: 3 clusters Score -227048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -227077.406250 Penalty: 3758.506348
	Iteration 5Q: 3 clusters Score -227077.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -227106.328125 Penalty: 3758.506348
	Iteration 6Q: 3 clusters Score -227106.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -227122.421875 Penalty: 3758.506348
	Iteration 7Q: 3 clusters Score -227122.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -227137.109375 Penalty: 3758.506348
	Iteration 8Q: 3 clusters Score -227137.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -227145.609375 Penalty: 3758.506348
	Iteration 9Q: 3 clusters Score -227145.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -227150.875000 Penalty: 3758.506348
	Iteration 10Q: 3 clusters Score -227150.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -227159.234375 Penalty: 3758.506348
	Iteration 11Q: 3 clusters Score -227159.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -227164.140625 Penalty: 3758.506348
	Iteration 12Q: 3 clusters Score -227164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -227173.968750 Penalty: 3758.506348
	Iteration 13Q: 3 clusters Score -227174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227179.828125 Penalty: 3758.506348
	Iteration 14Q: 3 clusters Score -227179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -227184.500000 Penalty: 3758.506348
	Iteration 15Q: 3 clusters Score -227184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -227185.859375 Penalty: 3758.506348
	Iteration 16Q: 3 clusters Score -227185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -227188.546875 Penalty: 3758.506348
	Iteration 17Q: 3 clusters Score -227188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -227189.968750 Penalty: 3758.506348
	Iteration 18Q: 3 clusters Score -227190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -227191.437500 Penalty: 3758.506348
	Iteration 19Q: 3 clusters Score -227191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -227193.265625 Penalty: 3758.506348
	Iteration 20F: 3 clusters Score -227193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -227196.750000 Penalty: 3758.506348
	Iteration 21Q: 3 clusters Score -227196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -227199.093750 Penalty: 3758.506348
	Iteration 22Q: 3 clusters Score -227199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -227201.718750 Penalty: 3758.506348
	Iteration 23Q: 3 clusters Score -227201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -227203.765625 Penalty: 3758.506348
	Iteration 24Q: 3 clusters Score -227203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -227207.781250 Penalty: 3758.506348
	Iteration 25Q: 3 clusters Score -227207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -227215.296875 Penalty: 3758.506348
	Iteration 26Q: 3 clusters Score -227215.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -227222.265625 Penalty: 3758.506348
	Iteration 27Q: 3 clusters Score -227222.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -227228.468750 Penalty: 3758.506348
	Iteration 28Q: 3 clusters Score -227228.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -227234.656250 Penalty: 3758.506348
	Iteration 29Q: 3 clusters Score -227234.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -227238.828125 Penalty: 3758.506348
	Iteration 30Q: 3 clusters Score -227238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -227244.484375 Penalty: 3758.506348
	Iteration 31Q: 3 clusters Score -227244.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -227252.703125 Penalty: 3758.506348
	Iteration 32Q: 3 clusters Score -227252.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227265.578125 Penalty: 3758.506348
	Iteration 33Q: 3 clusters Score -227265.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -227274.140625 Penalty: 3758.506348
	Iteration 34Q: 3 clusters Score -227274.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -227282.015625 Penalty: 3758.506348
	Iteration 35Q: 3 clusters Score -227282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -227286.359375 Penalty: 3758.506348
	Iteration 36Q: 3 clusters Score -227286.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -227291.421875 Penalty: 3758.506348
	Iteration 37Q: 3 clusters Score -227291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -227293.765625 Penalty: 3758.506348
	Iteration 38Q: 3 clusters Score -227293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -227294.750000 Penalty: 3758.506348
	Iteration 39Q: 3 clusters Score -227294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -227294.750000 Penalty: 3758.506348
	Iteration 40F: 3 clusters Score -227294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Entering Unmasked Estep 
Score: -2795854.750000 Penalty: 2496.870605
	Iteration 0F: 2 clusters Score -2795855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2779461.250000 Penalty: 4993.741211
	Iteration 0F: 3 clusters Score -2779461 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2785063.000000 Penalty: 4993.741211
	Iteration 1F: 3 clusters Score -2785063 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2785455.750000 Penalty: 4993.741211
	Iteration 2Q: 3 clusters Score -2785456 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2785838.250000 Penalty: 4993.741211
	Iteration 3Q: 3 clusters Score -2785838 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2786261.000000 Penalty: 4993.741211
	Iteration 4Q: 3 clusters Score -2786261 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2786839.250000 Penalty: 4993.741211
	Iteration 5Q: 3 clusters Score -2786839 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2787631.000000 Penalty: 4993.741211
	Iteration 6F: 3 clusters Score -2787631 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2788660.750000 Penalty: 4993.741211
	Iteration 7F: 3 clusters Score -2788661 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2789898.750000 Penalty: 4993.741211
	Iteration 8F: 3 clusters Score -2789899 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2791171.500000 Penalty: 4993.741211
	Iteration 9F: 3 clusters Score -2791172 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2792200.250000 Penalty: 4993.741211
	Iteration 10Q: 3 clusters Score -2792200 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2792936.500000 Penalty: 4993.741211
	Iteration 11Q: 3 clusters Score -2792936 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2793433.750000 Penalty: 4993.741211
	Iteration 12Q: 3 clusters Score -2793434 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2793763.250000 Penalty: 4993.741211
	Iteration 13Q: 3 clusters Score -2793763 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2793966.250000 Penalty: 4993.741211
	Iteration 14Q: 3 clusters Score -2793966 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2794064.500000 Penalty: 4993.741211
	Iteration 15Q: 3 clusters Score -2794064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2794132.750000 Penalty: 4993.741211
	Iteration 16Q: 3 clusters Score -2794133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2794183.250000 Penalty: 4993.741211
	Iteration 17Q: 3 clusters Score -2794183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2794235.750000 Penalty: 4993.741211
	Iteration 18Q: 3 clusters Score -2794236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2794275.250000 Penalty: 4993.741211
	Iteration 19Q: 3 clusters Score -2794275 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2794325.750000 Penalty: 4993.741211
	Iteration 20F: 3 clusters Score -2794326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2794372.750000 Penalty: 4993.741211
	Iteration 21Q: 3 clusters Score -2794373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2794405.000000 Penalty: 4993.741211
	Iteration 22Q: 3 clusters Score -2794405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2794412.750000 Penalty: 4993.741211
	Iteration 23Q: 3 clusters Score -2794413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2794424.250000 Penalty: 4993.741211
	Iteration 24Q: 3 clusters Score -2794424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2794426.250000 Penalty: 4993.741211
	Iteration 25Q: 3 clusters Score -2794426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2794426.250000 Penalty: 4993.741211
	Iteration 26Q: 3 clusters Score -2794426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2794427.250000 Penalty: 4993.741211
	Iteration 27Q: 3 clusters Score -2794427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2794426.250000 Penalty: 4993.741211
	Iteration 28Q: 3 clusters Score -2794426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2794432.250000 Penalty: 4993.741211
	Iteration 29Q: 3 clusters Score -2794432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2794435.500000 Penalty: 4993.741211
	Iteration 30Q: 3 clusters Score -2794436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2794433.250000 Penalty: 4993.741211
	Iteration 31Q: 3 clusters Score -2794433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2794438.000000 Penalty: 4993.741211
	Iteration 32Q: 3 clusters Score -2794438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2794439.750000 Penalty: 4993.741211
	Iteration 33Q: 3 clusters Score -2794440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2794444.750000 Penalty: 4993.741211
	Iteration 34Q: 3 clusters Score -2794445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2794447.250000 Penalty: 4993.741211
	Iteration 35Q: 3 clusters Score -2794447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2794445.750000 Penalty: 4993.741211
	Iteration 36Q: 3 clusters Score -2794446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2794447.750000 Penalty: 4993.741211
	Iteration 37Q: 3 clusters Score -2794448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2794447.500000 Penalty: 4993.741211
	Iteration 38Q: 3 clusters Score -2794448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2794451.750000 Penalty: 4993.741211
	Iteration 39Q: 3 clusters Score -2794452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2794452.000000 Penalty: 4993.741211
	Iteration 40F: 3 clusters Score -2794452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2794454.500000 Penalty: 4993.741211
	Iteration 41Q: 3 clusters Score -2794454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2794453.000000 Penalty: 4993.741211
	Iteration 42Q: 3 clusters Score -2794453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2794453.000000 Penalty: 4993.741211
	Iteration 43F: 3 clusters Score -2794453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Entering Unmasked Estep 
Score: -2043896.375000 Penalty: 2426.606689
	Iteration 0F: 2 clusters Score -2043896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2031232.375000 Penalty: 4853.213379
	Iteration 0F: 3 clusters Score -2031232 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2035435.125000 Penalty: 4853.213379
	Iteration 1F: 3 clusters Score -2035435 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2035981.125000 Penalty: 4853.213379
	Iteration 2F: 3 clusters Score -2035981 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2036581.125000 Penalty: 4853.213379
	Iteration 3F: 3 clusters Score -2036581 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2037359.375000 Penalty: 4853.213379
	Iteration 4F: 3 clusters Score -2037359 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2038393.750000 Penalty: 4853.213379
	Iteration 5F: 3 clusters Score -2038394 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2039601.625000 Penalty: 4853.213379
	Iteration 6F: 3 clusters Score -2039602 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2040901.625000 Penalty: 4853.213379
	Iteration 7F: 3 clusters Score -2040902 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2041942.000000 Penalty: 4853.213379
	Iteration 8F: 3 clusters Score -2041942 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2042679.750000 Penalty: 4853.213379
	Iteration 9Q: 3 clusters Score -2042680 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2043037.875000 Penalty: 4853.213379
	Iteration 10Q: 3 clusters Score -2043038 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2043229.375000 Penalty: 4853.213379
	Iteration 11Q: 3 clusters Score -2043229 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2043337.625000 Penalty: 4853.213379
	Iteration 12Q: 3 clusters Score -2043338 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2043389.125000 Penalty: 4853.213379
	Iteration 13Q: 3 clusters Score -2043389 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2043440.500000 Penalty: 4853.213379
	Iteration 14Q: 3 clusters Score -2043440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2043472.000000 Penalty: 4853.213379
	Iteration 15Q: 3 clusters Score -2043472 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2043486.750000 Penalty: 4853.213379
	Iteration 16Q: 3 clusters Score -2043487 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2043508.000000 Penalty: 4853.213379
	Iteration 17Q: 3 clusters Score -2043508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2043519.875000 Penalty: 4853.213379
	Iteration 18Q: 3 clusters Score -2043520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2043539.250000 Penalty: 4853.213379
	Iteration 19Q: 3 clusters Score -2043539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2043545.750000 Penalty: 4853.213379
	Iteration 20F: 3 clusters Score -2043546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2043552.750000 Penalty: 4853.213379
	Iteration 21Q: 3 clusters Score -2043553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2043560.875000 Penalty: 4853.213379
	Iteration 22Q: 3 clusters Score -2043561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2043568.000000 Penalty: 4853.213379
	Iteration 23Q: 3 clusters Score -2043568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2043578.875000 Penalty: 4853.213379
	Iteration 24Q: 3 clusters Score -2043579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2043579.375000 Penalty: 4853.213379
	Iteration 25Q: 3 clusters Score -2043579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2043579.500000 Penalty: 4853.213379
	Iteration 26Q: 3 clusters Score -2043580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2043580.500000 Penalty: 4853.213379
	Iteration 27Q: 3 clusters Score -2043580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2043577.750000 Penalty: 4853.213379
	Iteration 28Q: 3 clusters Score -2043578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2043579.750000 Penalty: 4853.213379
	Iteration 29Q: 3 clusters Score -2043580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2043580.500000 Penalty: 4853.213379
	Iteration 30Q: 3 clusters Score -2043580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2043585.875000 Penalty: 4853.213379
	Iteration 31Q: 3 clusters Score -2043586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2043584.875000 Penalty: 4853.213379
	Iteration 32Q: 3 clusters Score -2043585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2043588.625000 Penalty: 4853.213379
	Iteration 33Q: 3 clusters Score -2043589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2043588.625000 Penalty: 4853.213379
	Iteration 34Q: 3 clusters Score -2043589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2043588.750000 Penalty: 4853.213379
	Iteration 35Q: 3 clusters Score -2043589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2043590.875000 Penalty: 4853.213379
	Iteration 36Q: 3 clusters Score -2043591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2043592.375000 Penalty: 4853.213379
	Iteration 37Q: 3 clusters Score -2043592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2043596.000000 Penalty: 4853.213379
	Iteration 38Q: 3 clusters Score -2043596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2043601.125000 Penalty: 4853.213379
	Iteration 39Q: 3 clusters Score -2043601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2043600.500000 Penalty: 4853.213379
	Iteration 40F: 3 clusters Score -2043600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2043602.125000 Penalty: 4853.213379
	Iteration 41Q: 3 clusters Score -2043602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2043606.625000 Penalty: 4853.213379
	Iteration 42Q: 3 clusters Score -2043607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2043610.375000 Penalty: 4853.213379
	Iteration 43Q: 3 clusters Score -2043610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2043615.500000 Penalty: 4853.213379
	Iteration 44Q: 3 clusters Score -2043616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2043618.000000 Penalty: 4853.213379
	Iteration 45Q: 3 clusters Score -2043618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2043618.750000 Penalty: 4853.213379
	Iteration 46Q: 3 clusters Score -2043619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2043625.125000 Penalty: 4853.213379
	Iteration 47Q: 3 clusters Score -2043625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2043625.250000 Penalty: 4853.213379
	Iteration 48Q: 3 clusters Score -2043625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2043629.750000 Penalty: 4853.213379
	Iteration 49Q: 3 clusters Score -2043630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2043637.000000 Penalty: 4853.213379
	Iteration 50Q: 3 clusters Score -2043637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2043637.875000 Penalty: 4853.213379
	Iteration 51Q: 3 clusters Score -2043638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2043635.750000 Penalty: 4853.213379
	Iteration 52Q: 3 clusters Score -2043636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2043634.000000 Penalty: 4853.213379
	Iteration 53Q: 3 clusters Score -2043634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2043635.125000 Penalty: 4853.213379
	Iteration 54Q: 3 clusters Score -2043635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2043639.500000 Penalty: 4853.213379
	Iteration 55Q: 3 clusters Score -2043640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2043640.125000 Penalty: 4853.213379
	Iteration 56Q: 3 clusters Score -2043640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2043639.250000 Penalty: 4853.213379
	Iteration 57Q: 3 clusters Score -2043639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2043637.125000 Penalty: 4853.213379
	Iteration 58Q: 3 clusters Score -2043637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2043634.875000 Penalty: 4853.213379
	Iteration 59Q: 3 clusters Score -2043635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2043639.875000 Penalty: 4853.213379
	Iteration 60F: 3 clusters Score -2043640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2043640.375000 Penalty: 4853.213379
	Iteration 61Q: 3 clusters Score -2043640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2043646.000000 Penalty: 4853.213379
	Iteration 62Q: 3 clusters Score -2043646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2043647.875000 Penalty: 4853.213379
	Iteration 63Q: 3 clusters Score -2043648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2043649.500000 Penalty: 4853.213379
	Iteration 64Q: 3 clusters Score -2043650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2043647.625000 Penalty: 4853.213379
	Iteration 65Q: 3 clusters Score -2043648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2043655.500000 Penalty: 4853.213379
	Iteration 66Q: 3 clusters Score -2043656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2043660.125000 Penalty: 4853.213379
	Iteration 67Q: 3 clusters Score -2043660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2043661.750000 Penalty: 4853.213379
	Iteration 68Q: 3 clusters Score -2043662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2043663.250000 Penalty: 4853.213379
	Iteration 69Q: 3 clusters Score -2043663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2043669.625000 Penalty: 4853.213379
	Iteration 70Q: 3 clusters Score -2043670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2043679.375000 Penalty: 4853.213379
	Iteration 71Q: 3 clusters Score -2043679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2043684.125000 Penalty: 4853.213379
	Iteration 72Q: 3 clusters Score -2043684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2043686.875000 Penalty: 4853.213379
	Iteration 73Q: 3 clusters Score -2043687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2043689.750000 Penalty: 4853.213379
	Iteration 74Q: 3 clusters Score -2043690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2043691.875000 Penalty: 4853.213379
	Iteration 75Q: 3 clusters Score -2043692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2043697.500000 Penalty: 4853.213379
	Iteration 76Q: 3 clusters Score -2043698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2043700.125000 Penalty: 4853.213379
	Iteration 77Q: 3 clusters Score -2043700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2043705.375000 Penalty: 4853.213379
	Iteration 78Q: 3 clusters Score -2043705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2043711.250000 Penalty: 4853.213379
	Iteration 79Q: 3 clusters Score -2043711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2043713.125000 Penalty: 4853.213379
	Iteration 80F: 3 clusters Score -2043713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2043723.500000 Penalty: 4853.213379
	Iteration 81Q: 3 clusters Score -2043724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2043731.375000 Penalty: 4853.213379
	Iteration 82Q: 3 clusters Score -2043731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2043743.250000 Penalty: 4853.213379
	Iteration 83Q: 3 clusters Score -2043743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2043743.875000 Penalty: 4853.213379
	Iteration 84Q: 3 clusters Score -2043744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2043749.000000 Penalty: 4853.213379
	Iteration 85Q: 3 clusters Score -2043749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2043753.250000 Penalty: 4853.213379
	Iteration 86Q: 3 clusters Score -2043753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2043760.125000 Penalty: 4853.213379
	Iteration 87Q: 3 clusters Score -2043760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2043762.250000 Penalty: 4853.213379
	Iteration 88Q: 3 clusters Score -2043762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2043768.000000 Penalty: 4853.213379
	Iteration 89Q: 3 clusters Score -2043768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2043770.125000 Penalty: 4853.213379
	Iteration 90Q: 3 clusters Score -2043770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2043768.625000 Penalty: 4853.213379
	Iteration 91Q: 3 clusters Score -2043769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2043770.750000 Penalty: 4853.213379
	Iteration 92Q: 3 clusters Score -2043771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2043782.000000 Penalty: 4853.213379
	Iteration 93Q: 3 clusters Score -2043782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2043783.625000 Penalty: 4853.213379
	Iteration 94Q: 3 clusters Score -2043784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2043787.875000 Penalty: 4853.213379
	Iteration 95Q: 3 clusters Score -2043788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2043802.500000 Penalty: 4853.213379
	Iteration 96Q: 3 clusters Score -2043802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2043805.500000 Penalty: 4853.213379
	Iteration 97Q: 3 clusters Score -2043806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2043812.875000 Penalty: 4853.213379
	Iteration 98Q: 3 clusters Score -2043813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2043821.250000 Penalty: 4853.213379
	Iteration 99Q: 3 clusters Score -2043821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2043835.750000 Penalty: 4853.213379
	Iteration 100F: 3 clusters Score -2043836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2043836.125000 Penalty: 4853.213379
	Iteration 101Q: 3 clusters Score -2043836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2043841.250000 Penalty: 4853.213379
	Iteration 102Q: 3 clusters Score -2043841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2043847.000000 Penalty: 4853.213379
	Iteration 103Q: 3 clusters Score -2043847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2043856.375000 Penalty: 4853.213379
	Iteration 104Q: 3 clusters Score -2043856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2043867.375000 Penalty: 4853.213379
	Iteration 105Q: 3 clusters Score -2043867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2043884.250000 Penalty: 4853.213379
	Iteration 106Q: 3 clusters Score -2043884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2043906.500000 Penalty: 4853.213379
	Iteration 107Q: 3 clusters Score -2043906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2043927.750000 Penalty: 4853.213379
	Iteration 108Q: 3 clusters Score -2043928 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2043963.875000 Penalty: 4853.213379
	Iteration 109Q: 3 clusters Score -2043964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2043994.750000 Penalty: 4853.213379
	Iteration 110Q: 3 clusters Score -2043995 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2044041.000000 Penalty: 4853.213379
	Iteration 111Q: 3 clusters Score -2044041 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2044089.500000 Penalty: 4853.213379
	Iteration 112Q: 3 clusters Score -2044090 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2044152.250000 Penalty: 4853.213379
	Iteration 113Q: 3 clusters Score -2044152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2044224.250000 Penalty: 4853.213379
	Iteration 114Q: 3 clusters Score -2044224 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2044305.875000 Penalty: 4853.213379
	Iteration 115Q: 3 clusters Score -2044306 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2044372.375000 Penalty: 4853.213379
	Iteration 116Q: 3 clusters Score -2044372 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2044423.250000 Penalty: 4853.213379
	Iteration 117Q: 3 clusters Score -2044423 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2044481.125000 Penalty: 4853.213379
	Iteration 118Q: 3 clusters Score -2044481 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2044519.375000 Penalty: 4853.213379
	Iteration 119Q: 3 clusters Score -2044519 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2044551.625000 Penalty: 4853.213379
	Iteration 120F: 3 clusters Score -2044552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2044577.000000 Penalty: 4853.213379
	Iteration 121Q: 3 clusters Score -2044577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2044586.625000 Penalty: 4853.213379
	Iteration 122Q: 3 clusters Score -2044587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2044605.625000 Penalty: 4853.213379
	Iteration 123Q: 3 clusters Score -2044606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2044611.750000 Penalty: 4853.213379
	Iteration 124Q: 3 clusters Score -2044612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2044620.875000 Penalty: 4853.213379
	Iteration 125Q: 3 clusters Score -2044621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2044629.250000 Penalty: 4853.213379
	Iteration 126Q: 3 clusters Score -2044629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2044631.125000 Penalty: 4853.213379
	Iteration 127Q: 3 clusters Score -2044631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2044627.750000 Penalty: 4853.213379
	Iteration 128Q: 3 clusters Score -2044628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2044630.625000 Penalty: 4853.213379
	Iteration 129Q: 3 clusters Score -2044631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2044636.250000 Penalty: 4853.213379
	Iteration 130Q: 3 clusters Score -2044636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2044641.000000 Penalty: 4853.213379
	Iteration 131Q: 3 clusters Score -2044641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2044647.375000 Penalty: 4853.213379
	Iteration 132Q: 3 clusters Score -2044647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2044654.250000 Penalty: 4853.213379
	Iteration 133Q: 3 clusters Score -2044654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2044660.125000 Penalty: 4853.213379
	Iteration 134Q: 3 clusters Score -2044660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2044661.875000 Penalty: 4853.213379
	Iteration 135Q: 3 clusters Score -2044662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2044655.625000 Penalty: 4853.213379
	Iteration 136Q: 3 clusters Score -2044656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2044660.000000 Penalty: 4853.213379
	Iteration 137Q: 3 clusters Score -2044660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2044659.375000 Penalty: 4853.213379
	Iteration 138Q: 3 clusters Score -2044659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2044657.750000 Penalty: 4853.213379
	Iteration 139Q: 3 clusters Score -2044658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2044658.125000 Penalty: 4853.213379
	Iteration 140F: 3 clusters Score -2044658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2044656.625000 Penalty: 4853.213379
	Iteration 141Q: 3 clusters Score -2044657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2044659.625000 Penalty: 4853.213379
	Iteration 142Q: 3 clusters Score -2044660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2044662.000000 Penalty: 4853.213379
	Iteration 143Q: 3 clusters Score -2044662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2044663.750000 Penalty: 4853.213379
	Iteration 144Q: 3 clusters Score -2044664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2044662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2044662.375000 Penalty: 4853.213379
	Iteration 146F: 3 clusters Score -2044662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 18863 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 21138 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 2625 members 
Mstep: Class 36 contains 8944 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 11334 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Mstep: Class 56 contains 7350 members 
Entering Unmasked Estep 
Score: -133711264.000000 Penalty: 194147.109375
Splitting cluster 17 changes total score from -133707032.000000 to -133711264.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 18 (51380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Entering Unmasked Estep 
Score: -5520716.500000 Penalty: 2690.056885
	Iteration 0F: 2 clusters Score -5520716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -5485994.500000 Penalty: 5380.113770
	Iteration 0F: 3 clusters Score -5485994 nChanged 23779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -5499847.500000 Penalty: 5380.113770
	Iteration 1F: 3 clusters Score -5499848 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5500961.000000 Penalty: 5380.113770
	Iteration 2F: 3 clusters Score -5500961 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -5502329.000000 Penalty: 5380.113770
	Iteration 3F: 3 clusters Score -5502329 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -5504092.000000 Penalty: 5380.113770
	Iteration 4F: 3 clusters Score -5504092 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -5505982.000000 Penalty: 5380.113770
	Iteration 5F: 3 clusters Score -5505982 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -5508026.500000 Penalty: 5380.113770
	Iteration 6F: 3 clusters Score -5508026 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -5510106.000000 Penalty: 5380.113770
	Iteration 7F: 3 clusters Score -5510106 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5512175.000000 Penalty: 5380.113770
	Iteration 8F: 3 clusters Score -5512175 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -5513876.500000 Penalty: 5380.113770
	Iteration 9Q: 3 clusters Score -5513876 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -5515095.500000 Penalty: 5380.113770
	Iteration 10Q: 3 clusters Score -5515096 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -5515996.000000 Penalty: 5380.113770
	Iteration 11Q: 3 clusters Score -5515996 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -5516720.000000 Penalty: 5380.113770
	Iteration 12Q: 3 clusters Score -5516720 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -5517181.500000 Penalty: 5380.113770
	Iteration 13Q: 3 clusters Score -5517182 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -5517538.500000 Penalty: 5380.113770
	Iteration 14Q: 3 clusters Score -5517538 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -5517800.000000 Penalty: 5380.113770
	Iteration 15Q: 3 clusters Score -5517800 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -5518025.500000 Penalty: 5380.113770
	Iteration 16Q: 3 clusters Score -5518026 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -5518225.000000 Penalty: 5380.113770
	Iteration 17Q: 3 clusters Score -5518225 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -5518415.500000 Penalty: 5380.113770
	Iteration 18Q: 3 clusters Score -5518416 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -5518548.500000 Penalty: 5380.113770
	Iteration 19Q: 3 clusters Score -5518548 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5518680.000000 Penalty: 5380.113770
	Iteration 20F: 3 clusters Score -5518680 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5518767.500000 Penalty: 5380.113770
	Iteration 21Q: 3 clusters Score -5518768 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5518821.000000 Penalty: 5380.113770
	Iteration 22Q: 3 clusters Score -5518821 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5518885.500000 Penalty: 5380.113770
	Iteration 23Q: 3 clusters Score -5518886 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5518921.500000 Penalty: 5380.113770
	Iteration 24Q: 3 clusters Score -5518922 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5518954.000000 Penalty: 5380.113770
	Iteration 25Q: 3 clusters Score -5518954 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -5518991.500000 Penalty: 5380.113770
	Iteration 26Q: 3 clusters Score -5518992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5518986.500000 Penalty: 5380.113770
	Iteration 27Q: 3 clusters Score -5518986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5519003.000000 Penalty: 5380.113770
	Iteration 28Q: 3 clusters Score -5519003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5519004.000000 Penalty: 5380.113770
	Iteration 29Q: 3 clusters Score -5519004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5519022.500000 Penalty: 5380.113770
	Iteration 30Q: 3 clusters Score -5519022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5519052.000000 Penalty: 5380.113770
	Iteration 31Q: 3 clusters Score -5519052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5519067.500000 Penalty: 5380.113770
	Iteration 32Q: 3 clusters Score -5519068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5519072.000000 Penalty: 5380.113770
	Iteration 33Q: 3 clusters Score -5519072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5519081.500000 Penalty: 5380.113770
	Iteration 34Q: 3 clusters Score -5519082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5519100.000000 Penalty: 5380.113770
	Iteration 35Q: 3 clusters Score -5519100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5519110.500000 Penalty: 5380.113770
	Iteration 36Q: 3 clusters Score -5519110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5519140.500000 Penalty: 5380.113770
	Iteration 37Q: 3 clusters Score -5519140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5519138.500000 Penalty: 5380.113770
	Iteration 38Q: 3 clusters Score -5519138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5519156.500000 Penalty: 5380.113770
	Iteration 39Q: 3 clusters Score -5519156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5519174.000000 Penalty: 5380.113770
	Iteration 40F: 3 clusters Score -5519174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5519176.000000 Penalty: 5380.113770
	Iteration 41Q: 3 clusters Score -5519176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5519179.500000 Penalty: 5380.113770
	Iteration 42Q: 3 clusters Score -5519180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5519189.500000 Penalty: 5380.113770
	Iteration 43Q: 3 clusters Score -5519190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5519185.500000 Penalty: 5380.113770
	Iteration 44Q: 3 clusters Score -5519186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5519186.500000 Penalty: 5380.113770
	Iteration 45Q: 3 clusters Score -5519186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5519194.000000 Penalty: 5380.113770
	Iteration 46Q: 3 clusters Score -5519194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5519201.500000 Penalty: 5380.113770
	Iteration 47Q: 3 clusters Score -5519202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5519208.500000 Penalty: 5380.113770
	Iteration 48Q: 3 clusters Score -5519208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5519207.000000 Penalty: 5380.113770
	Iteration 49Q: 3 clusters Score -5519207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5519216.500000 Penalty: 5380.113770
	Iteration 50Q: 3 clusters Score -5519216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5519211.000000 Penalty: 5380.113770
	Iteration 51Q: 3 clusters Score -5519211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5519217.500000 Penalty: 5380.113770
	Iteration 52Q: 3 clusters Score -5519218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5519219.000000 Penalty: 5380.113770
	Iteration 53Q: 3 clusters Score -5519219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5519211.500000 Penalty: 5380.113770
	Iteration 54Q: 3 clusters Score -5519212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5519212.500000 Penalty: 5380.113770
	Iteration 55Q: 3 clusters Score -5519212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5519212.500000 Penalty: 5380.113770
	Iteration 56F: 3 clusters Score -5519212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -404984.156250 Penalty: 2027.884644
	Iteration 0F: 2 clusters Score -404984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -401383.062500 Penalty: 4055.769287
	Iteration 0F: 3 clusters Score -401383.1 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -402135.093750 Penalty: 4055.769287
	Iteration 1F: 3 clusters Score -402135.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -402366.312500 Penalty: 4055.769287
	Iteration 2F: 3 clusters Score -402366.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -402532.875000 Penalty: 4055.769287
	Iteration 3F: 3 clusters Score -402532.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -402702.531250 Penalty: 4055.769287
	Iteration 4F: 3 clusters Score -402702.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -402939.031250 Penalty: 4055.769287
	Iteration 5F: 3 clusters Score -402939 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -403195.781250 Penalty: 4055.769287
	Iteration 6F: 3 clusters Score -403195.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -403434.531250 Penalty: 4055.769287
	Iteration 7F: 3 clusters Score -403434.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -403585.187500 Penalty: 4055.769287
	Iteration 8Q: 3 clusters Score -403585.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -403682.281250 Penalty: 4055.769287
	Iteration 9Q: 3 clusters Score -403682.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -403731.593750 Penalty: 4055.769287
	Iteration 10Q: 3 clusters Score -403731.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -403763.875000 Penalty: 4055.769287
	Iteration 11Q: 3 clusters Score -403763.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -403789.312500 Penalty: 4055.769287
	Iteration 12Q: 3 clusters Score -403789.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -403809.250000 Penalty: 4055.769287
	Iteration 13Q: 3 clusters Score -403809.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -403830.218750 Penalty: 4055.769287
	Iteration 14Q: 3 clusters Score -403830.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -403850.968750 Penalty: 4055.769287
	Iteration 15Q: 3 clusters Score -403851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -403864.187500 Penalty: 4055.769287
	Iteration 16Q: 3 clusters Score -403864.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -403870.656250 Penalty: 4055.769287
	Iteration 17Q: 3 clusters Score -403870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -403874.906250 Penalty: 4055.769287
	Iteration 18Q: 3 clusters Score -403874.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -403879.812500 Penalty: 4055.769287
	Iteration 19Q: 3 clusters Score -403879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -403882.812500 Penalty: 4055.769287
	Iteration 20F: 3 clusters Score -403882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -403883.656250 Penalty: 4055.769287
	Iteration 21Q: 3 clusters Score -403883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -403886.812500 Penalty: 4055.769287
	Iteration 22Q: 3 clusters Score -403886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -403889.468750 Penalty: 4055.769287
	Iteration 23Q: 3 clusters Score -403889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -403890.000000 Penalty: 4055.769287
	Iteration 24Q: 3 clusters Score -403890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -403890.906250 Penalty: 4055.769287
	Iteration 25Q: 3 clusters Score -403890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -403890.906250 Penalty: 4055.769287
	Iteration 26F: 3 clusters Score -403890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Entering Unmasked Estep 
Score: -3298417.500000 Penalty: 2545.780518
	Iteration 0F: 2 clusters Score -3298418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3278753.250000 Penalty: 5091.561035
	Iteration 0F: 3 clusters Score -3278753 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3285850.000000 Penalty: 5091.561035
	Iteration 1F: 3 clusters Score -3285850 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3286612.000000 Penalty: 5091.561035
	Iteration 2F: 3 clusters Score -3286612 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3287410.000000 Penalty: 5091.561035
	Iteration 3F: 3 clusters Score -3287410 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3288217.250000 Penalty: 5091.561035
	Iteration 4F: 3 clusters Score -3288217 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3289136.500000 Penalty: 5091.561035
	Iteration 5F: 3 clusters Score -3289136 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3290129.250000 Penalty: 5091.561035
	Iteration 6F: 3 clusters Score -3290129 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3291173.750000 Penalty: 5091.561035
	Iteration 7F: 3 clusters Score -3291174 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3292258.500000 Penalty: 5091.561035
	Iteration 8F: 3 clusters Score -3292258 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3293214.000000 Penalty: 5091.561035
	Iteration 9Q: 3 clusters Score -3293214 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3294023.500000 Penalty: 5091.561035
	Iteration 10Q: 3 clusters Score -3294024 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3294580.250000 Penalty: 5091.561035
	Iteration 11Q: 3 clusters Score -3294580 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3295036.500000 Penalty: 5091.561035
	Iteration 12Q: 3 clusters Score -3295036 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3295394.250000 Penalty: 5091.561035
	Iteration 13Q: 3 clusters Score -3295394 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3295697.500000 Penalty: 5091.561035
	Iteration 14Q: 3 clusters Score -3295698 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3295948.750000 Penalty: 5091.561035
	Iteration 15Q: 3 clusters Score -3295949 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3296129.250000 Penalty: 5091.561035
	Iteration 16Q: 3 clusters Score -3296129 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3296264.250000 Penalty: 5091.561035
	Iteration 17Q: 3 clusters Score -3296264 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3296339.500000 Penalty: 5091.561035
	Iteration 18Q: 3 clusters Score -3296340 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3296383.000000 Penalty: 5091.561035
	Iteration 19Q: 3 clusters Score -3296383 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3296446.250000 Penalty: 5091.561035
	Iteration 20F: 3 clusters Score -3296446 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3296513.000000 Penalty: 5091.561035
	Iteration 21Q: 3 clusters Score -3296513 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3296573.000000 Penalty: 5091.561035
	Iteration 22Q: 3 clusters Score -3296573 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3296608.750000 Penalty: 5091.561035
	Iteration 23Q: 3 clusters Score -3296609 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3296660.750000 Penalty: 5091.561035
	Iteration 24Q: 3 clusters Score -3296661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3296678.500000 Penalty: 5091.561035
	Iteration 25Q: 3 clusters Score -3296678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3296693.250000 Penalty: 5091.561035
	Iteration 26Q: 3 clusters Score -3296693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3296720.750000 Penalty: 5091.561035
	Iteration 27Q: 3 clusters Score -3296721 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3296740.500000 Penalty: 5091.561035
	Iteration 28Q: 3 clusters Score -3296740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3296749.250000 Penalty: 5091.561035
	Iteration 29Q: 3 clusters Score -3296749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3296757.250000 Penalty: 5091.561035
	Iteration 30Q: 3 clusters Score -3296757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3296774.000000 Penalty: 5091.561035
	Iteration 31Q: 3 clusters Score -3296774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3296787.500000 Penalty: 5091.561035
	Iteration 32Q: 3 clusters Score -3296788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3296800.000000 Penalty: 5091.561035
	Iteration 33Q: 3 clusters Score -3296800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3296794.750000 Penalty: 5091.561035
	Iteration 34Q: 3 clusters Score -3296795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3296795.000000 Penalty: 5091.561035
	Iteration 35Q: 3 clusters Score -3296795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3296800.500000 Penalty: 5091.561035
	Iteration 36Q: 3 clusters Score -3296800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3296799.000000 Penalty: 5091.561035
	Iteration 37Q: 3 clusters Score -3296799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3296805.250000 Penalty: 5091.561035
	Iteration 38Q: 3 clusters Score -3296805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3296805.750000 Penalty: 5091.561035
	Iteration 39Q: 3 clusters Score -3296806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3296805.250000 Penalty: 5091.561035
	Iteration 40F: 3 clusters Score -3296805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3296803.500000 Penalty: 5091.561035
	Iteration 41Q: 3 clusters Score -3296804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3296805.000000 Penalty: 5091.561035
	Iteration 42Q: 3 clusters Score -3296805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3296805.000000 Penalty: 5091.561035
	Iteration 43F: 3 clusters Score -3296805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Entering Unmasked Estep 
Score: -2196207.000000 Penalty: 2441.549316
	Iteration 0F: 2 clusters Score -2196207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2182977.500000 Penalty: 4883.098633
	Iteration 0F: 3 clusters Score -2182978 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2187257.750000 Penalty: 4883.098633
	Iteration 1F: 3 clusters Score -2187258 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2187674.750000 Penalty: 4883.098633
	Iteration 2F: 3 clusters Score -2187675 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2188073.000000 Penalty: 4883.098633
	Iteration 3Q: 3 clusters Score -2188073 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2188543.500000 Penalty: 4883.098633
	Iteration 4Q: 3 clusters Score -2188544 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2189116.500000 Penalty: 4883.098633
	Iteration 5F: 3 clusters Score -2189116 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2189851.250000 Penalty: 4883.098633
	Iteration 6F: 3 clusters Score -2189851 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2190653.250000 Penalty: 4883.098633
	Iteration 7F: 3 clusters Score -2190653 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2191439.000000 Penalty: 4883.098633
	Iteration 8F: 3 clusters Score -2191439 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2192138.250000 Penalty: 4883.098633
	Iteration 9F: 3 clusters Score -2192138 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2192692.250000 Penalty: 4883.098633
	Iteration 10Q: 3 clusters Score -2192692 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2193141.000000 Penalty: 4883.098633
	Iteration 11Q: 3 clusters Score -2193141 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2193530.250000 Penalty: 4883.098633
	Iteration 12Q: 3 clusters Score -2193530 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2193869.000000 Penalty: 4883.098633
	Iteration 13Q: 3 clusters Score -2193869 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2194199.500000 Penalty: 4883.098633
	Iteration 14Q: 3 clusters Score -2194200 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2194491.000000 Penalty: 4883.098633
	Iteration 15Q: 3 clusters Score -2194491 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2194736.750000 Penalty: 4883.098633
	Iteration 16Q: 3 clusters Score -2194737 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2194963.000000 Penalty: 4883.098633
	Iteration 17Q: 3 clusters Score -2194963 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2195178.000000 Penalty: 4883.098633
	Iteration 18Q: 3 clusters Score -2195178 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2195385.250000 Penalty: 4883.098633
	Iteration 19Q: 3 clusters Score -2195385 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2195651.000000 Penalty: 4883.098633
	Iteration 20F: 3 clusters Score -2195651 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2195936.000000 Penalty: 4883.098633
	Iteration 21Q: 3 clusters Score -2195936 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2196165.500000 Penalty: 4883.098633
	Iteration 22Q: 3 clusters Score -2196166 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2196289.500000 Penalty: 4883.098633
	Iteration 23Q: 3 clusters Score -2196290 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2196344.250000 Penalty: 4883.098633
	Iteration 24Q: 3 clusters Score -2196344 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2196363.250000 Penalty: 4883.098633
	Iteration 25Q: 3 clusters Score -2196363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2196366.750000 Penalty: 4883.098633
	Iteration 26Q: 3 clusters Score -2196367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2196375.750000 Penalty: 4883.098633
	Iteration 27Q: 3 clusters Score -2196376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2196378.750000 Penalty: 4883.098633
	Iteration 28Q: 3 clusters Score -2196379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2196380.250000 Penalty: 4883.098633
	Iteration 29Q: 3 clusters Score -2196380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2196382.500000 Penalty: 4883.098633
	Iteration 30Q: 3 clusters Score -2196382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2196380.500000 Penalty: 4883.098633
	Iteration 31Q: 3 clusters Score -2196380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2196381.250000 Penalty: 4883.098633
	Iteration 32Q: 3 clusters Score -2196381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2196383.500000 Penalty: 4883.098633
	Iteration 33Q: 3 clusters Score -2196384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2196383.250000 Penalty: 4883.098633
	Iteration 34Q: 3 clusters Score -2196383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2196383.750000 Penalty: 4883.098633
	Iteration 35Q: 3 clusters Score -2196384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2196383.000000 Penalty: 4883.098633
	Iteration 36Q: 3 clusters Score -2196383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2196383.000000 Penalty: 4883.098633
	Iteration 37F: 3 clusters Score -2196383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 21138 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 2625 members 
Mstep: Class 36 contains 8944 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 11334 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Mstep: Class 56 contains 7350 members 
Mstep: Class 57 contains 8685 members 
Entering Unmasked Estep 
Score: -133709968.000000 Penalty: 197614.015625
Splitting cluster 21 changes total score from -133707032.000000 to -133709968.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 22 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -768441.500000 Penalty: 2174.567627
	Iteration 0F: 2 clusters Score -768441.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -763018.062500 Penalty: 4349.135254
	Iteration 0F: 3 clusters Score -763018.1 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -764339.062500 Penalty: 4349.135254
	Iteration 1F: 3 clusters Score -764339.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -764591.687500 Penalty: 4349.135254
	Iteration 2F: 3 clusters Score -764591.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -764779.687500 Penalty: 4349.135254
	Iteration 3F: 3 clusters Score -764779.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -764949.937500 Penalty: 4349.135254
	Iteration 4Q: 3 clusters Score -764949.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -765100.375000 Penalty: 4349.135254
	Iteration 5Q: 3 clusters Score -765100.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -765236.187500 Penalty: 4349.135254
	Iteration 6Q: 3 clusters Score -765236.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -765371.000000 Penalty: 4349.135254
	Iteration 7Q: 3 clusters Score -765371 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -765516.687500 Penalty: 4349.135254
	Iteration 8Q: 3 clusters Score -765516.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -765669.937500 Penalty: 4349.135254
	Iteration 9Q: 3 clusters Score -765669.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -765806.687500 Penalty: 4349.135254
	Iteration 10Q: 3 clusters Score -765806.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -765921.937500 Penalty: 4349.135254
	Iteration 11Q: 3 clusters Score -765921.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -766010.187500 Penalty: 4349.135254
	Iteration 12Q: 3 clusters Score -766010.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -766096.250000 Penalty: 4349.135254
	Iteration 13Q: 3 clusters Score -766096.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -766165.750000 Penalty: 4349.135254
	Iteration 14Q: 3 clusters Score -766165.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -766222.625000 Penalty: 4349.135254
	Iteration 15Q: 3 clusters Score -766222.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -766267.875000 Penalty: 4349.135254
	Iteration 16Q: 3 clusters Score -766267.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -766298.500000 Penalty: 4349.135254
	Iteration 17Q: 3 clusters Score -766298.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -766329.937500 Penalty: 4349.135254
	Iteration 18Q: 3 clusters Score -766329.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -766366.937500 Penalty: 4349.135254
	Iteration 19Q: 3 clusters Score -766366.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -766393.875000 Penalty: 4349.135254
	Iteration 20F: 3 clusters Score -766393.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -766414.437500 Penalty: 4349.135254
	Iteration 21Q: 3 clusters Score -766414.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -766436.312500 Penalty: 4349.135254
	Iteration 22Q: 3 clusters Score -766436.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -766456.500000 Penalty: 4349.135254
	Iteration 23Q: 3 clusters Score -766456.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -766476.687500 Penalty: 4349.135254
	Iteration 24Q: 3 clusters Score -766476.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -766484.625000 Penalty: 4349.135254
	Iteration 25Q: 3 clusters Score -766484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -766489.750000 Penalty: 4349.135254
	Iteration 26Q: 3 clusters Score -766489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -766490.500000 Penalty: 4349.135254
	Iteration 27Q: 3 clusters Score -766490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -766494.250000 Penalty: 4349.135254
	Iteration 28Q: 3 clusters Score -766494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -766498.312500 Penalty: 4349.135254
	Iteration 29Q: 3 clusters Score -766498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -766500.875000 Penalty: 4349.135254
	Iteration 30Q: 3 clusters Score -766500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -766504.812500 Penalty: 4349.135254
	Iteration 31Q: 3 clusters Score -766504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -766508.937500 Penalty: 4349.135254
	Iteration 32Q: 3 clusters Score -766508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -766516.375000 Penalty: 4349.135254
	Iteration 33Q: 3 clusters Score -766516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -766518.000000 Penalty: 4349.135254
	Iteration 34Q: 3 clusters Score -766518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -766519.625000 Penalty: 4349.135254
	Iteration 35Q: 3 clusters Score -766519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -766521.312500 Penalty: 4349.135254
	Iteration 36Q: 3 clusters Score -766521.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -766522.437500 Penalty: 4349.135254
	Iteration 37Q: 3 clusters Score -766522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -766524.312500 Penalty: 4349.135254
	Iteration 38Q: 3 clusters Score -766524.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -766527.937500 Penalty: 4349.135254
	Iteration 39Q: 3 clusters Score -766527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -766527.562500 Penalty: 4349.135254
	Iteration 40F: 3 clusters Score -766527.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38761.546875 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -38761.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37575.562500 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -37575.56 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37825.757812 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -37825.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37974.859375 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -37974.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38112.945312 Penalty: 2931.755127
	Iteration 3F: 3 clusters Score -38112.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -38239.722656 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -38239.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38294.144531 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -38294.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38323.777344 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -38323.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38340.765625 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -38340.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38362.031250 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -38362.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38363.726562 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -38363.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38367.441406 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -38367.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38367.441406 Penalty: 2931.755127
	Iteration 11F: 3 clusters Score -38367.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Entering Unmasked Estep 
Score: -2044038.750000 Penalty: 2419.826172
	Iteration 0F: 2 clusters Score -2044039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2031743.750000 Penalty: 4839.652344
	Iteration 0F: 3 clusters Score -2031744 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2035847.750000 Penalty: 4839.652344
	Iteration 1F: 3 clusters Score -2035848 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2036194.375000 Penalty: 4839.652344
	Iteration 2F: 3 clusters Score -2036194 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2036505.750000 Penalty: 4839.652344
	Iteration 3Q: 3 clusters Score -2036506 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2036851.750000 Penalty: 4839.652344
	Iteration 4Q: 3 clusters Score -2036852 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2037220.625000 Penalty: 4839.652344
	Iteration 5Q: 3 clusters Score -2037221 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2037577.500000 Penalty: 4839.652344
	Iteration 6Q: 3 clusters Score -2037578 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2037921.750000 Penalty: 4839.652344
	Iteration 7Q: 3 clusters Score -2037922 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2038275.875000 Penalty: 4839.652344
	Iteration 8Q: 3 clusters Score -2038276 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2038631.375000 Penalty: 4839.652344
	Iteration 9Q: 3 clusters Score -2038631 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2038983.875000 Penalty: 4839.652344
	Iteration 10Q: 3 clusters Score -2038984 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2039316.750000 Penalty: 4839.652344
	Iteration 11Q: 3 clusters Score -2039317 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2039596.125000 Penalty: 4839.652344
	Iteration 12Q: 3 clusters Score -2039596 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2039829.000000 Penalty: 4839.652344
	Iteration 13Q: 3 clusters Score -2039829 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2040015.375000 Penalty: 4839.652344
	Iteration 14Q: 3 clusters Score -2040015 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2040195.500000 Penalty: 4839.652344
	Iteration 15Q: 3 clusters Score -2040196 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2040357.250000 Penalty: 4839.652344
	Iteration 16Q: 3 clusters Score -2040357 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2040485.625000 Penalty: 4839.652344
	Iteration 17Q: 3 clusters Score -2040486 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2040559.250000 Penalty: 4839.652344
	Iteration 18Q: 3 clusters Score -2040559 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2040617.125000 Penalty: 4839.652344
	Iteration 19Q: 3 clusters Score -2040617 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2040669.500000 Penalty: 4839.652344
	Iteration 20F: 3 clusters Score -2040670 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2040712.250000 Penalty: 4839.652344
	Iteration 21Q: 3 clusters Score -2040712 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2040763.250000 Penalty: 4839.652344
	Iteration 22Q: 3 clusters Score -2040763 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2040828.000000 Penalty: 4839.652344
	Iteration 23Q: 3 clusters Score -2040828 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2040886.250000 Penalty: 4839.652344
	Iteration 24Q: 3 clusters Score -2040886 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2040929.750000 Penalty: 4839.652344
	Iteration 25Q: 3 clusters Score -2040930 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2040991.000000 Penalty: 4839.652344
	Iteration 26Q: 3 clusters Score -2040991 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2041030.250000 Penalty: 4839.652344
	Iteration 27Q: 3 clusters Score -2041030 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2041079.500000 Penalty: 4839.652344
	Iteration 28Q: 3 clusters Score -2041080 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2041117.375000 Penalty: 4839.652344
	Iteration 29Q: 3 clusters Score -2041117 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2041154.250000 Penalty: 4839.652344
	Iteration 30Q: 3 clusters Score -2041154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2041190.750000 Penalty: 4839.652344
	Iteration 31Q: 3 clusters Score -2041191 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2041220.250000 Penalty: 4839.652344
	Iteration 32Q: 3 clusters Score -2041220 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2041238.500000 Penalty: 4839.652344
	Iteration 33Q: 3 clusters Score -2041238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2041257.000000 Penalty: 4839.652344
	Iteration 34Q: 3 clusters Score -2041257 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2041273.250000 Penalty: 4839.652344
	Iteration 35Q: 3 clusters Score -2041273 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2041300.250000 Penalty: 4839.652344
	Iteration 36Q: 3 clusters Score -2041300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2041309.000000 Penalty: 4839.652344
	Iteration 37Q: 3 clusters Score -2041309 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2041319.875000 Penalty: 4839.652344
	Iteration 38Q: 3 clusters Score -2041320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2041328.750000 Penalty: 4839.652344
	Iteration 39Q: 3 clusters Score -2041329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2041346.125000 Penalty: 4839.652344
	Iteration 40F: 3 clusters Score -2041346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2041349.125000 Penalty: 4839.652344
	Iteration 41Q: 3 clusters Score -2041349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2041359.125000 Penalty: 4839.652344
	Iteration 42Q: 3 clusters Score -2041359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2041363.500000 Penalty: 4839.652344
	Iteration 43Q: 3 clusters Score -2041364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2041377.000000 Penalty: 4839.652344
	Iteration 44Q: 3 clusters Score -2041377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2041391.375000 Penalty: 4839.652344
	Iteration 45Q: 3 clusters Score -2041391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2041400.000000 Penalty: 4839.652344
	Iteration 46Q: 3 clusters Score -2041400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2041402.250000 Penalty: 4839.652344
	Iteration 47Q: 3 clusters Score -2041402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2041404.125000 Penalty: 4839.652344
	Iteration 48Q: 3 clusters Score -2041404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2041406.250000 Penalty: 4839.652344
	Iteration 49Q: 3 clusters Score -2041406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2041403.125000 Penalty: 4839.652344
	Iteration 50Q: 3 clusters Score -2041403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2041407.875000 Penalty: 4839.652344
	Iteration 51Q: 3 clusters Score -2041408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2041409.750000 Penalty: 4839.652344
	Iteration 52Q: 3 clusters Score -2041410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2041411.875000 Penalty: 4839.652344
	Iteration 53Q: 3 clusters Score -2041412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2041414.625000 Penalty: 4839.652344
	Iteration 54Q: 3 clusters Score -2041415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2041413.250000 Penalty: 4839.652344
	Iteration 55Q: 3 clusters Score -2041413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2041414.750000 Penalty: 4839.652344
	Iteration 56Q: 3 clusters Score -2041415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2041413.375000 Penalty: 4839.652344
	Iteration 57Q: 3 clusters Score -2041413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2041412.500000 Penalty: 4839.652344
	Iteration 58Q: 3 clusters Score -2041412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2041411.500000 Penalty: 4839.652344
	Iteration 59Q: 3 clusters Score -2041412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2041412.250000 Penalty: 4839.652344
	Iteration 60F: 3 clusters Score -2041412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2041415.125000 Penalty: 4839.652344
	Iteration 61Q: 3 clusters Score -2041415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2041414.875000 Penalty: 4839.652344
	Iteration 62Q: 3 clusters Score -2041415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2041417.625000 Penalty: 4839.652344
	Iteration 63Q: 3 clusters Score -2041418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2041421.625000 Penalty: 4839.652344
	Iteration 64Q: 3 clusters Score -2041422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2041420.000000 Penalty: 4839.652344
	Iteration 65Q: 3 clusters Score -2041420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2041423.750000 Penalty: 4839.652344
	Iteration 66Q: 3 clusters Score -2041424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2041423.875000 Penalty: 4839.652344
	Iteration 67Q: 3 clusters Score -2041424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2041425.250000 Penalty: 4839.652344
	Iteration 68Q: 3 clusters Score -2041425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2041426.375000 Penalty: 4839.652344
	Iteration 69Q: 3 clusters Score -2041426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2041436.500000 Penalty: 4839.652344
	Iteration 70Q: 3 clusters Score -2041436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2041433.625000 Penalty: 4839.652344
	Iteration 71Q: 3 clusters Score -2041434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2041436.625000 Penalty: 4839.652344
	Iteration 72Q: 3 clusters Score -2041437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2041434.875000 Penalty: 4839.652344
	Iteration 73Q: 3 clusters Score -2041435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2041442.875000 Penalty: 4839.652344
	Iteration 74Q: 3 clusters Score -2041443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2041443.125000 Penalty: 4839.652344
	Iteration 75Q: 3 clusters Score -2041443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2041442.750000 Penalty: 4839.652344
	Iteration 76Q: 3 clusters Score -2041443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2041447.625000 Penalty: 4839.652344
	Iteration 77Q: 3 clusters Score -2041448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2041446.000000 Penalty: 4839.652344
	Iteration 78Q: 3 clusters Score -2041446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2041450.250000 Penalty: 4839.652344
	Iteration 79Q: 3 clusters Score -2041450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2041446.000000 Penalty: 4839.652344
	Iteration 80F: 3 clusters Score -2041446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2041449.375000 Penalty: 4839.652344
	Iteration 81Q: 3 clusters Score -2041449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2041451.625000 Penalty: 4839.652344
	Iteration 82Q: 3 clusters Score -2041452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2041450.250000 Penalty: 4839.652344
	Iteration 83Q: 3 clusters Score -2041450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2041451.250000 Penalty: 4839.652344
	Iteration 84Q: 3 clusters Score -2041451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2041449.125000 Penalty: 4839.652344
	Iteration 85Q: 3 clusters Score -2041449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2041449.125000 Penalty: 4839.652344
	Iteration 86F: 3 clusters Score -2041449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Entering Unmasked Estep 
Score: -2278349.750000 Penalty: 2452.844971
	Iteration 0F: 2 clusters Score -2278350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2264384.000000 Penalty: 4905.689941
	Iteration 0F: 3 clusters Score -2264384 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2269192.750000 Penalty: 4905.689941
	Iteration 1F: 3 clusters Score -2269193 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2269716.500000 Penalty: 4905.689941
	Iteration 2F: 3 clusters Score -2269716 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2270165.250000 Penalty: 4905.689941
	Iteration 3F: 3 clusters Score -2270165 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2270573.250000 Penalty: 4905.689941
	Iteration 4Q: 3 clusters Score -2270573 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2271026.750000 Penalty: 4905.689941
	Iteration 5Q: 3 clusters Score -2271027 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2271547.000000 Penalty: 4905.689941
	Iteration 6Q: 3 clusters Score -2271547 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2272086.500000 Penalty: 4905.689941
	Iteration 7Q: 3 clusters Score -2272086 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2272627.000000 Penalty: 4905.689941
	Iteration 8Q: 3 clusters Score -2272627 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2273141.250000 Penalty: 4905.689941
	Iteration 9Q: 3 clusters Score -2273141 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2273626.000000 Penalty: 4905.689941
	Iteration 10Q: 3 clusters Score -2273626 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2274074.500000 Penalty: 4905.689941
	Iteration 11Q: 3 clusters Score -2274074 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2274487.000000 Penalty: 4905.689941
	Iteration 12Q: 3 clusters Score -2274487 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2274846.750000 Penalty: 4905.689941
	Iteration 13Q: 3 clusters Score -2274847 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2275194.250000 Penalty: 4905.689941
	Iteration 14Q: 3 clusters Score -2275194 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2275493.500000 Penalty: 4905.689941
	Iteration 15Q: 3 clusters Score -2275494 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2275827.500000 Penalty: 4905.689941
	Iteration 16Q: 3 clusters Score -2275828 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2276072.750000 Penalty: 4905.689941
	Iteration 17Q: 3 clusters Score -2276073 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2276233.000000 Penalty: 4905.689941
	Iteration 18Q: 3 clusters Score -2276233 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2276340.500000 Penalty: 4905.689941
	Iteration 19Q: 3 clusters Score -2276340 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2276406.250000 Penalty: 4905.689941
	Iteration 20F: 3 clusters Score -2276406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2276475.250000 Penalty: 4905.689941
	Iteration 21Q: 3 clusters Score -2276475 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2276541.750000 Penalty: 4905.689941
	Iteration 22Q: 3 clusters Score -2276542 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2276589.250000 Penalty: 4905.689941
	Iteration 23Q: 3 clusters Score -2276589 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2276620.000000 Penalty: 4905.689941
	Iteration 24Q: 3 clusters Score -2276620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2276635.750000 Penalty: 4905.689941
	Iteration 25Q: 3 clusters Score -2276636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2276653.750000 Penalty: 4905.689941
	Iteration 26Q: 3 clusters Score -2276654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2276669.500000 Penalty: 4905.689941
	Iteration 27Q: 3 clusters Score -2276670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2276678.250000 Penalty: 4905.689941
	Iteration 28Q: 3 clusters Score -2276678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2276693.000000 Penalty: 4905.689941
	Iteration 29Q: 3 clusters Score -2276693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2276699.250000 Penalty: 4905.689941
	Iteration 30Q: 3 clusters Score -2276699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2276711.750000 Penalty: 4905.689941
	Iteration 31Q: 3 clusters Score -2276712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2276711.000000 Penalty: 4905.689941
	Iteration 32Q: 3 clusters Score -2276711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2276714.000000 Penalty: 4905.689941
	Iteration 33Q: 3 clusters Score -2276714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2276722.000000 Penalty: 4905.689941
	Iteration 34Q: 3 clusters Score -2276722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2276722.250000 Penalty: 4905.689941
	Iteration 35Q: 3 clusters Score -2276722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2276721.250000 Penalty: 4905.689941
	Iteration 36Q: 3 clusters Score -2276721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2276719.000000 Penalty: 4905.689941
	Iteration 37Q: 3 clusters Score -2276719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2276721.000000 Penalty: 4905.689941
	Iteration 38Q: 3 clusters Score -2276721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2276721.000000 Penalty: 4905.689941
	Iteration 39F: 3 clusters Score -2276721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Entering Unmasked Estep 
Score: -2116522.250000 Penalty: 2462.031250
	Iteration 0F: 2 clusters Score -2116522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2102321.000000 Penalty: 4924.062500
	Iteration 0F: 3 clusters Score -2102321 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2107967.250000 Penalty: 4924.062500
	Iteration 1F: 3 clusters Score -2107967 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2109036.000000 Penalty: 4924.062500
	Iteration 2F: 3 clusters Score -2109036 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2110048.000000 Penalty: 4924.062500
	Iteration 3F: 3 clusters Score -2110048 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2110980.500000 Penalty: 4924.062500
	Iteration 4F: 3 clusters Score -2110980 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2111849.750000 Penalty: 4924.062500
	Iteration 5F: 3 clusters Score -2111850 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2112627.000000 Penalty: 4924.062500
	Iteration 6F: 3 clusters Score -2112627 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2113234.250000 Penalty: 4924.062500
	Iteration 7F: 3 clusters Score -2113234 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2113687.000000 Penalty: 4924.062500
	Iteration 8Q: 3 clusters Score -2113687 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2114063.750000 Penalty: 4924.062500
	Iteration 9Q: 3 clusters Score -2114064 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2114376.750000 Penalty: 4924.062500
	Iteration 10Q: 3 clusters Score -2114377 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2114656.500000 Penalty: 4924.062500
	Iteration 11Q: 3 clusters Score -2114656 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2114909.000000 Penalty: 4924.062500
	Iteration 12Q: 3 clusters Score -2114909 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2115118.000000 Penalty: 4924.062500
	Iteration 13Q: 3 clusters Score -2115118 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2115260.750000 Penalty: 4924.062500
	Iteration 14Q: 3 clusters Score -2115261 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2115370.750000 Penalty: 4924.062500
	Iteration 15Q: 3 clusters Score -2115371 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2115478.500000 Penalty: 4924.062500
	Iteration 16Q: 3 clusters Score -2115478 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2115551.750000 Penalty: 4924.062500
	Iteration 17Q: 3 clusters Score -2115552 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2115618.250000 Penalty: 4924.062500
	Iteration 18Q: 3 clusters Score -2115618 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2115692.750000 Penalty: 4924.062500
	Iteration 19Q: 3 clusters Score -2115693 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2115762.750000 Penalty: 4924.062500
	Iteration 20F: 3 clusters Score -2115763 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2115795.500000 Penalty: 4924.062500
	Iteration 21Q: 3 clusters Score -2115796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2115847.250000 Penalty: 4924.062500
	Iteration 22Q: 3 clusters Score -2115847 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2115874.250000 Penalty: 4924.062500
	Iteration 23Q: 3 clusters Score -2115874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2115915.500000 Penalty: 4924.062500
	Iteration 24Q: 3 clusters Score -2115916 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2115946.500000 Penalty: 4924.062500
	Iteration 25Q: 3 clusters Score -2115946 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2115983.000000 Penalty: 4924.062500
	Iteration 26Q: 3 clusters Score -2115983 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2116001.250000 Penalty: 4924.062500
	Iteration 27Q: 3 clusters Score -2116001 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2116023.000000 Penalty: 4924.062500
	Iteration 28Q: 3 clusters Score -2116023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2116046.500000 Penalty: 4924.062500
	Iteration 29Q: 3 clusters Score -2116046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2116063.000000 Penalty: 4924.062500
	Iteration 30Q: 3 clusters Score -2116063 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2116072.500000 Penalty: 4924.062500
	Iteration 31Q: 3 clusters Score -2116072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2116083.500000 Penalty: 4924.062500
	Iteration 32Q: 3 clusters Score -2116084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2116097.500000 Penalty: 4924.062500
	Iteration 33Q: 3 clusters Score -2116098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2116101.500000 Penalty: 4924.062500
	Iteration 34Q: 3 clusters Score -2116102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2116110.500000 Penalty: 4924.062500
	Iteration 35Q: 3 clusters Score -2116110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2116112.750000 Penalty: 4924.062500
	Iteration 36Q: 3 clusters Score -2116113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2116119.500000 Penalty: 4924.062500
	Iteration 37Q: 3 clusters Score -2116120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2116131.000000 Penalty: 4924.062500
	Iteration 38Q: 3 clusters Score -2116131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2116142.500000 Penalty: 4924.062500
	Iteration 39Q: 3 clusters Score -2116142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2116153.750000 Penalty: 4924.062500
	Iteration 40F: 3 clusters Score -2116154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2116163.750000 Penalty: 4924.062500
	Iteration 41Q: 3 clusters Score -2116164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2116174.250000 Penalty: 4924.062500
	Iteration 42Q: 3 clusters Score -2116174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2116189.250000 Penalty: 4924.062500
	Iteration 43Q: 3 clusters Score -2116189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2116197.250000 Penalty: 4924.062500
	Iteration 44Q: 3 clusters Score -2116197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2116202.000000 Penalty: 4924.062500
	Iteration 45Q: 3 clusters Score -2116202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2116205.000000 Penalty: 4924.062500
	Iteration 46Q: 3 clusters Score -2116205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2116207.750000 Penalty: 4924.062500
	Iteration 47Q: 3 clusters Score -2116208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2116208.000000 Penalty: 4924.062500
	Iteration 48Q: 3 clusters Score -2116208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2116221.250000 Penalty: 4924.062500
	Iteration 49Q: 3 clusters Score -2116221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2116230.000000 Penalty: 4924.062500
	Iteration 50Q: 3 clusters Score -2116230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2116228.500000 Penalty: 4924.062500
	Iteration 51Q: 3 clusters Score -2116228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2116236.750000 Penalty: 4924.062500
	Iteration 52Q: 3 clusters Score -2116237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2116239.500000 Penalty: 4924.062500
	Iteration 53Q: 3 clusters Score -2116240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2116238.500000 Penalty: 4924.062500
	Iteration 54Q: 3 clusters Score -2116238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2116242.250000 Penalty: 4924.062500
	Iteration 55Q: 3 clusters Score -2116242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2116244.750000 Penalty: 4924.062500
	Iteration 56Q: 3 clusters Score -2116245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2116251.250000 Penalty: 4924.062500
	Iteration 57Q: 3 clusters Score -2116251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2116249.250000 Penalty: 4924.062500
	Iteration 58Q: 3 clusters Score -2116249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2116250.750000 Penalty: 4924.062500
	Iteration 59Q: 3 clusters Score -2116251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2116256.250000 Penalty: 4924.062500
	Iteration 60F: 3 clusters Score -2116256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2116258.250000 Penalty: 4924.062500
	Iteration 61Q: 3 clusters Score -2116258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2116266.000000 Penalty: 4924.062500
	Iteration 62Q: 3 clusters Score -2116266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2116268.250000 Penalty: 4924.062500
	Iteration 63Q: 3 clusters Score -2116268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2116268.250000 Penalty: 4924.062500
	Iteration 64Q: 3 clusters Score -2116268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2116279.750000 Penalty: 4924.062500
	Iteration 65Q: 3 clusters Score -2116280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2116282.500000 Penalty: 4924.062500
	Iteration 66Q: 3 clusters Score -2116282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2116287.000000 Penalty: 4924.062500
	Iteration 67Q: 3 clusters Score -2116287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2116290.000000 Penalty: 4924.062500
	Iteration 68Q: 3 clusters Score -2116290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2116287.000000 Penalty: 4924.062500
	Iteration 69Q: 3 clusters Score -2116287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2116288.250000 Penalty: 4924.062500
	Iteration 70Q: 3 clusters Score -2116288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2116290.750000 Penalty: 4924.062500
	Iteration 71Q: 3 clusters Score -2116291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2116289.500000 Penalty: 4924.062500
	Iteration 72Q: 3 clusters Score -2116290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2116289.500000 Penalty: 4924.062500
	Iteration 73Q: 3 clusters Score -2116290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2116288.000000 Penalty: 4924.062500
	Iteration 74Q: 3 clusters Score -2116288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2116289.250000 Penalty: 4924.062500
	Iteration 75Q: 3 clusters Score -2116289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2116292.000000 Penalty: 4924.062500
	Iteration 76Q: 3 clusters Score -2116292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2116296.000000 Penalty: 4924.062500
	Iteration 77Q: 3 clusters Score -2116296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2116294.000000 Penalty: 4924.062500
	Iteration 78Q: 3 clusters Score -2116294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2116294.000000 Penalty: 4924.062500
	Iteration 79Q: 3 clusters Score -2116294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2116294.000000 Penalty: 4924.062500
	Iteration 80F: 3 clusters Score -2116294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Entering Unmasked Estep 
Score: -2444673.000000 Penalty: 2469.789307
	Iteration 0F: 2 clusters Score -2444673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2429961.500000 Penalty: 4939.578613
	Iteration 0F: 3 clusters Score -2429962 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2435455.500000 Penalty: 4939.578613
	Iteration 1F: 3 clusters Score -2435456 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2436596.000000 Penalty: 4939.578613
	Iteration 2F: 3 clusters Score -2436596 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2437890.500000 Penalty: 4939.578613
	Iteration 3F: 3 clusters Score -2437890 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2439477.500000 Penalty: 4939.578613
	Iteration 4F: 3 clusters Score -2439478 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2441282.750000 Penalty: 4939.578613
	Iteration 5F: 3 clusters Score -2441283 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2443122.750000 Penalty: 4939.578613
	Iteration 6F: 3 clusters Score -2443123 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2444967.000000 Penalty: 4939.578613
	Iteration 7F: 3 clusters Score -2444967 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2446128.500000 Penalty: 4939.578613
	Iteration 8Q: 3 clusters Score -2446128 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2446788.750000 Penalty: 4939.578613
	Iteration 9Q: 3 clusters Score -2446789 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2447099.750000 Penalty: 4939.578613
	Iteration 10Q: 3 clusters Score -2447100 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2447276.000000 Penalty: 4939.578613
	Iteration 11Q: 3 clusters Score -2447276 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2447313.250000 Penalty: 4939.578613
	Iteration 12Q: 3 clusters Score -2447313 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2447333.500000 Penalty: 4939.578613
	Iteration 13Q: 3 clusters Score -2447334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2447354.750000 Penalty: 4939.578613
	Iteration 14Q: 3 clusters Score -2447355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2447357.000000 Penalty: 4939.578613
	Iteration 15Q: 3 clusters Score -2447357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2447360.000000 Penalty: 4939.578613
	Iteration 16Q: 3 clusters Score -2447360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2447362.250000 Penalty: 4939.578613
	Iteration 17Q: 3 clusters Score -2447362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2447364.750000 Penalty: 4939.578613
	Iteration 18Q: 3 clusters Score -2447365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2447365.750000 Penalty: 4939.578613
	Iteration 19Q: 3 clusters Score -2447366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2447367.500000 Penalty: 4939.578613
	Iteration 20F: 3 clusters Score -2447368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2447368.000000 Penalty: 4939.578613
	Iteration 21Q: 3 clusters Score -2447368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2447371.000000 Penalty: 4939.578613
	Iteration 22Q: 3 clusters Score -2447371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2447371.500000 Penalty: 4939.578613
	Iteration 23Q: 3 clusters Score -2447372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2447375.000000 Penalty: 4939.578613
	Iteration 24Q: 3 clusters Score -2447375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2447373.250000 Penalty: 4939.578613
	Iteration 25Q: 3 clusters Score -2447373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2447377.000000 Penalty: 4939.578613
	Iteration 26Q: 3 clusters Score -2447377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2447377.500000 Penalty: 4939.578613
	Iteration 27Q: 3 clusters Score -2447378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2447378.000000 Penalty: 4939.578613
	Iteration 28Q: 3 clusters Score -2447378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2447378.750000 Penalty: 4939.578613
	Iteration 29Q: 3 clusters Score -2447379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2447380.000000 Penalty: 4939.578613
	Iteration 30Q: 3 clusters Score -2447380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2447379.500000 Penalty: 4939.578613
	Iteration 31Q: 3 clusters Score -2447380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2447381.500000 Penalty: 4939.578613
	Iteration 32Q: 3 clusters Score -2447382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2447383.500000 Penalty: 4939.578613
	Iteration 33Q: 3 clusters Score -2447384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2447382.500000 Penalty: 4939.578613
	Iteration 34Q: 3 clusters Score -2447382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2447383.750000 Penalty: 4939.578613
	Iteration 35Q: 3 clusters Score -2447384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2447390.250000 Penalty: 4939.578613
	Iteration 36Q: 3 clusters Score -2447390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2447390.250000 Penalty: 4939.578613
	Iteration 37Q: 3 clusters Score -2447390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2447390.250000 Penalty: 4939.578613
	Iteration 38Q: 3 clusters Score -2447390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2447388.250000 Penalty: 4939.578613
	Iteration 39Q: 3 clusters Score -2447388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2447380.250000 Penalty: 4939.578613
	Iteration 40F: 3 clusters Score -2447380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2447384.000000 Penalty: 4939.578613
	Iteration 41Q: 3 clusters Score -2447384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2447382.250000 Penalty: 4939.578613
	Iteration 42Q: 3 clusters Score -2447382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2447384.000000 Penalty: 4939.578613
	Iteration 43Q: 3 clusters Score -2447384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2447386.250000 Penalty: 4939.578613
	Iteration 44Q: 3 clusters Score -2447386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2447386.250000 Penalty: 4939.578613
	Iteration 45F: 3 clusters Score -2447386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 2625 members 
Mstep: Class 36 contains 8944 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 11334 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Mstep: Class 56 contains 7350 members 
Mstep: Class 57 contains 8685 members 
Mstep: Class 58 contains 12959 members 
Entering Unmasked Estep 
Score: -133712216.000000 Penalty: 201080.937500
Splitting cluster 27 changes total score from -133707032.000000 to -133712216.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 28 (90684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Entering Unmasked Estep 
Score: -10603055.000000 Penalty: 2830.953857
	Iteration 0F: 2 clusters Score -1.060306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -10542413.000000 Penalty: 5661.907715
	Iteration 0F: 3 clusters Score -1.054241e+07 nChanged 42785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -10566760.000000 Penalty: 5661.907715
	Iteration 1F: 3 clusters Score -1.056676e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -10567675.000000 Penalty: 5661.907715
	Iteration 2Q: 3 clusters Score -1.056768e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -10568590.000000 Penalty: 5661.907715
	Iteration 3Q: 3 clusters Score -1.056859e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -10569768.000000 Penalty: 5661.907715
	Iteration 4Q: 3 clusters Score -1.056977e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -10571071.000000 Penalty: 5661.907715
	Iteration 5Q: 3 clusters Score -1.057107e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -10572943.000000 Penalty: 5661.907715
	Iteration 6Q: 3 clusters Score -1.057294e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -10575095.000000 Penalty: 5661.907715
	Iteration 7F: 3 clusters Score -1.05751e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -10577595.000000 Penalty: 5661.907715
	Iteration 8F: 3 clusters Score -1.05776e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -10580640.000000 Penalty: 5661.907715
	Iteration 9F: 3 clusters Score -1.058064e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -10584133.000000 Penalty: 5661.907715
	Iteration 10F: 3 clusters Score -1.058413e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -10588001.000000 Penalty: 5661.907715
	Iteration 11F: 3 clusters Score -1.0588e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -10591903.000000 Penalty: 5661.907715
	Iteration 12F: 3 clusters Score -1.05919e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -10595199.000000 Penalty: 5661.907715
	Iteration 13Q: 3 clusters Score -1.05952e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -10597765.000000 Penalty: 5661.907715
	Iteration 14Q: 3 clusters Score -1.059776e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -10599239.000000 Penalty: 5661.907715
	Iteration 15Q: 3 clusters Score -1.059924e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
Score: -10599932.000000 Penalty: 5661.907715
	Iteration 16Q: 3 clusters Score -1.059993e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -10600260.000000 Penalty: 5661.907715
	Iteration 17Q: 3 clusters Score -1.060026e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -10600417.000000 Penalty: 5661.907715
	Iteration 18Q: 3 clusters Score -1.060042e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -10600575.000000 Penalty: 5661.907715
	Iteration 19Q: 3 clusters Score -1.060058e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -10600638.000000 Penalty: 5661.907715
	Iteration 20F: 3 clusters Score -1.060064e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -10600685.000000 Penalty: 5661.907715
	Iteration 21Q: 3 clusters Score -1.060068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 90131 members 
Entering Unmasked Estep 
Score: -10600696.000000 Penalty: 5661.907715
	Iteration 22Q: 3 clusters Score -1.06007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -10600703.000000 Penalty: 5661.907715
	Iteration 23Q: 3 clusters Score -1.06007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 90140 members 
Entering Unmasked Estep 
Score: -10600708.000000 Penalty: 5661.907715
	Iteration 24Q: 3 clusters Score -1.060071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 90143 members 
Entering Unmasked Estep 
Score: -10600723.000000 Penalty: 5661.907715
	Iteration 25Q: 3 clusters Score -1.060072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 90143 members 
Entering Unmasked Estep 
Score: -10600728.000000 Penalty: 5661.907715
	Iteration 26Q: 3 clusters Score -1.060073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -10600742.000000 Penalty: 5661.907715
	Iteration 27Q: 3 clusters Score -1.060074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -10600736.000000 Penalty: 5661.907715
	Iteration 28Q: 3 clusters Score -1.060074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -10600744.000000 Penalty: 5661.907715
	Iteration 29Q: 3 clusters Score -1.060074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -10600748.000000 Penalty: 5661.907715
	Iteration 30Q: 3 clusters Score -1.060075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -10600739.000000 Penalty: 5661.907715
	Iteration 31Q: 3 clusters Score -1.060074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -10600745.000000 Penalty: 5661.907715
	Iteration 32Q: 3 clusters Score -1.060074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -10600753.000000 Penalty: 5661.907715
	Iteration 33Q: 3 clusters Score -1.060075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -10600754.000000 Penalty: 5661.907715
	Iteration 34Q: 3 clusters Score -1.060075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -10600766.000000 Penalty: 5661.907715
	Iteration 35Q: 3 clusters Score -1.060077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -10600777.000000 Penalty: 5661.907715
	Iteration 36Q: 3 clusters Score -1.060078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -10600772.000000 Penalty: 5661.907715
	Iteration 37Q: 3 clusters Score -1.060077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -10600770.000000 Penalty: 5661.907715
	Iteration 38Q: 3 clusters Score -1.060077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -10600772.000000 Penalty: 5661.907715
	Iteration 39Q: 3 clusters Score -1.060077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -10600773.000000 Penalty: 5661.907715
	Iteration 40F: 3 clusters Score -1.060077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Entering Unmasked Estep 
Score: -578331.750000 Penalty: 2116.249268
	Iteration 0F: 2 clusters Score -578331.8 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 2534 members 
Entering Unmasked Estep 
Score: -573754.687500 Penalty: 4232.498535
	Iteration 0F: 3 clusters Score -573754.7 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -574829.375000 Penalty: 4232.498535
	Iteration 1F: 3 clusters Score -574829.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -575067.625000 Penalty: 4232.498535
	Iteration 2F: 3 clusters Score -575067.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -575268.750000 Penalty: 4232.498535
	Iteration 3F: 3 clusters Score -575268.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -575465.937500 Penalty: 4232.498535
	Iteration 4F: 3 clusters Score -575465.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -575688.687500 Penalty: 4232.498535
	Iteration 5Q: 3 clusters Score -575688.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -575967.000000 Penalty: 4232.498535
	Iteration 6F: 3 clusters Score -575967 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -576238.125000 Penalty: 4232.498535
	Iteration 7F: 3 clusters Score -576238.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -576402.562500 Penalty: 4232.498535
	Iteration 8Q: 3 clusters Score -576402.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -576507.187500 Penalty: 4232.498535
	Iteration 9Q: 3 clusters Score -576507.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -576569.500000 Penalty: 4232.498535
	Iteration 10Q: 3 clusters Score -576569.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -576611.437500 Penalty: 4232.498535
	Iteration 11Q: 3 clusters Score -576611.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -576645.562500 Penalty: 4232.498535
	Iteration 12Q: 3 clusters Score -576645.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -576674.125000 Penalty: 4232.498535
	Iteration 13Q: 3 clusters Score -576674.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -576699.875000 Penalty: 4232.498535
	Iteration 14Q: 3 clusters Score -576699.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -576716.625000 Penalty: 4232.498535
	Iteration 15Q: 3 clusters Score -576716.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -576738.625000 Penalty: 4232.498535
	Iteration 16Q: 3 clusters Score -576738.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -576777.750000 Penalty: 4232.498535
	Iteration 17Q: 3 clusters Score -576777.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -576821.375000 Penalty: 4232.498535
	Iteration 18Q: 3 clusters Score -576821.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -576875.062500 Penalty: 4232.498535
	Iteration 19Q: 3 clusters Score -576875.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -576931.812500 Penalty: 4232.498535
	Iteration 20F: 3 clusters Score -576931.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -577016.000000 Penalty: 4232.498535
	Iteration 21Q: 3 clusters Score -577016 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -577120.250000 Penalty: 4232.498535
	Iteration 22Q: 3 clusters Score -577120.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -577226.187500 Penalty: 4232.498535
	Iteration 23Q: 3 clusters Score -577226.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -577321.000000 Penalty: 4232.498535
	Iteration 24Q: 3 clusters Score -577321 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -577414.875000 Penalty: 4232.498535
	Iteration 25Q: 3 clusters Score -577414.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -577515.625000 Penalty: 4232.498535
	Iteration 26Q: 3 clusters Score -577515.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -577611.687500 Penalty: 4232.498535
	Iteration 27Q: 3 clusters Score -577611.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -577704.375000 Penalty: 4232.498535
	Iteration 28Q: 3 clusters Score -577704.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -577768.375000 Penalty: 4232.498535
	Iteration 29Q: 3 clusters Score -577768.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -577813.125000 Penalty: 4232.498535
	Iteration 30Q: 3 clusters Score -577813.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -577846.625000 Penalty: 4232.498535
	Iteration 31Q: 3 clusters Score -577846.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -577865.875000 Penalty: 4232.498535
	Iteration 32Q: 3 clusters Score -577865.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -577879.625000 Penalty: 4232.498535
	Iteration 33Q: 3 clusters Score -577879.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -577893.187500 Penalty: 4232.498535
	Iteration 34Q: 3 clusters Score -577893.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -577908.312500 Penalty: 4232.498535
	Iteration 35Q: 3 clusters Score -577908.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -577921.312500 Penalty: 4232.498535
	Iteration 36Q: 3 clusters Score -577921.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -577936.125000 Penalty: 4232.498535
	Iteration 37Q: 3 clusters Score -577936.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -577948.937500 Penalty: 4232.498535
	Iteration 38Q: 3 clusters Score -577948.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -577960.687500 Penalty: 4232.498535
	Iteration 39Q: 3 clusters Score -577960.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -577971.250000 Penalty: 4232.498535
	Iteration 40F: 3 clusters Score -577971.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -577978.250000 Penalty: 4232.498535
	Iteration 41Q: 3 clusters Score -577978.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -577982.000000 Penalty: 4232.498535
	Iteration 42Q: 3 clusters Score -577982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -577987.500000 Penalty: 4232.498535
	Iteration 43Q: 3 clusters Score -577987.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -577992.125000 Penalty: 4232.498535
	Iteration 44Q: 3 clusters Score -577992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -577995.250000 Penalty: 4232.498535
	Iteration 45Q: 3 clusters Score -577995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -577997.687500 Penalty: 4232.498535
	Iteration 46Q: 3 clusters Score -577997.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -578000.125000 Penalty: 4232.498535
	Iteration 47Q: 3 clusters Score -578000.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -578002.812500 Penalty: 4232.498535
	Iteration 48Q: 3 clusters Score -578002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -578004.750000 Penalty: 4232.498535
	Iteration 49Q: 3 clusters Score -578004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -578006.187500 Penalty: 4232.498535
	Iteration 50Q: 3 clusters Score -578006.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -578007.750000 Penalty: 4232.498535
	Iteration 51Q: 3 clusters Score -578007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -578010.000000 Penalty: 4232.498535
	Iteration 52Q: 3 clusters Score -578010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -578012.062500 Penalty: 4232.498535
	Iteration 53Q: 3 clusters Score -578012.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -578013.937500 Penalty: 4232.498535
	Iteration 54Q: 3 clusters Score -578013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -578017.562500 Penalty: 4232.498535
	Iteration 55Q: 3 clusters Score -578017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -578020.687500 Penalty: 4232.498535
	Iteration 56Q: 3 clusters Score -578020.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -578025.562500 Penalty: 4232.498535
	Iteration 57Q: 3 clusters Score -578025.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -578031.187500 Penalty: 4232.498535
	Iteration 58Q: 3 clusters Score -578031.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -578034.062500 Penalty: 4232.498535
	Iteration 59Q: 3 clusters Score -578034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -578036.750000 Penalty: 4232.498535
	Iteration 60F: 3 clusters Score -578036.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -578039.625000 Penalty: 4232.498535
	Iteration 61Q: 3 clusters Score -578039.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -578043.562500 Penalty: 4232.498535
	Iteration 62Q: 3 clusters Score -578043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -578043.562500 Penalty: 4232.498535
	Iteration 63Q: 3 clusters Score -578043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -578046.437500 Penalty: 4232.498535
	Iteration 64Q: 3 clusters Score -578046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -578048.125000 Penalty: 4232.498535
	Iteration 65Q: 3 clusters Score -578048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -578048.812500 Penalty: 4232.498535
	Iteration 66Q: 3 clusters Score -578048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -578050.187500 Penalty: 4232.498535
	Iteration 67Q: 3 clusters Score -578050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -578050.562500 Penalty: 4232.498535
	Iteration 68Q: 3 clusters Score -578050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -578051.500000 Penalty: 4232.498535
	Iteration 69Q: 3 clusters Score -578051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -578052.125000 Penalty: 4232.498535
	Iteration 70Q: 3 clusters Score -578052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -578052.750000 Penalty: 4232.498535
	Iteration 71Q: 3 clusters Score -578052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -578053.000000 Penalty: 4232.498535
	Iteration 72Q: 3 clusters Score -578053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -578054.062500 Penalty: 4232.498535
	Iteration 73Q: 3 clusters Score -578054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -578054.250000 Penalty: 4232.498535
	Iteration 74Q: 3 clusters Score -578054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -578054.250000 Penalty: 4232.498535
	Iteration 75F: 3 clusters Score -578054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (100537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Entering Unmasked Estep 
Score: -11854595.000000 Penalty: 2856.533691
	Iteration 0F: 2 clusters Score -1.18546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -11787424.000000 Penalty: 5713.067383
	Iteration 0F: 3 clusters Score -1.178742e+07 nChanged 47419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -11814283.000000 Penalty: 5713.067383
	Iteration 1F: 3 clusters Score -1.181428e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -11815134.000000 Penalty: 5713.067383
	Iteration 2Q: 3 clusters Score -1.181513e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -11815989.000000 Penalty: 5713.067383
	Iteration 3Q: 3 clusters Score -1.181599e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -11817049.000000 Penalty: 5713.067383
	Iteration 4Q: 3 clusters Score -1.181705e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -11818331.000000 Penalty: 5713.067383
	Iteration 5Q: 3 clusters Score -1.181833e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -11819763.000000 Penalty: 5713.067383
	Iteration 6Q: 3 clusters Score -1.181976e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -11821601.000000 Penalty: 5713.067383
	Iteration 7Q: 3 clusters Score -1.18216e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -11823811.000000 Penalty: 5713.067383
	Iteration 8Q: 3 clusters Score -1.182381e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -11826360.000000 Penalty: 5713.067383
	Iteration 9Q: 3 clusters Score -1.182636e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -11828967.000000 Penalty: 5713.067383
	Iteration 10Q: 3 clusters Score -1.182897e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -11831368.000000 Penalty: 5713.067383
	Iteration 11Q: 3 clusters Score -1.183137e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -11833217.000000 Penalty: 5713.067383
	Iteration 12Q: 3 clusters Score -1.183322e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -11834899.000000 Penalty: 5713.067383
	Iteration 13Q: 3 clusters Score -1.18349e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -11836272.000000 Penalty: 5713.067383
	Iteration 14Q: 3 clusters Score -1.183627e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -11837295.000000 Penalty: 5713.067383
	Iteration 15Q: 3 clusters Score -1.18373e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -11838136.000000 Penalty: 5713.067383
	Iteration 16Q: 3 clusters Score -1.183814e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -11838872.000000 Penalty: 5713.067383
	Iteration 17Q: 3 clusters Score -1.183887e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -11839460.000000 Penalty: 5713.067383
	Iteration 18Q: 3 clusters Score -1.183946e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -11839965.000000 Penalty: 5713.067383
	Iteration 19Q: 3 clusters Score -1.183996e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -11840443.000000 Penalty: 5713.067383
	Iteration 20F: 3 clusters Score -1.184044e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -11840890.000000 Penalty: 5713.067383
	Iteration 21Q: 3 clusters Score -1.184089e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -11841366.000000 Penalty: 5713.067383
	Iteration 22Q: 3 clusters Score -1.184137e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -11841821.000000 Penalty: 5713.067383
	Iteration 23Q: 3 clusters Score -1.184182e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -11842305.000000 Penalty: 5713.067383
	Iteration 24Q: 3 clusters Score -1.18423e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -11842935.000000 Penalty: 5713.067383
	Iteration 25Q: 3 clusters Score -1.184294e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84412 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -11843618.000000 Penalty: 5713.067383
	Iteration 26Q: 3 clusters Score -1.184362e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -11844246.000000 Penalty: 5713.067383
	Iteration 27Q: 3 clusters Score -1.184425e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -11845023.000000 Penalty: 5713.067383
	Iteration 28Q: 3 clusters Score -1.184502e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -11845838.000000 Penalty: 5713.067383
	Iteration 29Q: 3 clusters Score -1.184584e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -11846646.000000 Penalty: 5713.067383
	Iteration 30Q: 3 clusters Score -1.184665e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -11847515.000000 Penalty: 5713.067383
	Iteration 31Q: 3 clusters Score -1.184752e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94560 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -11848545.000000 Penalty: 5713.067383
	Iteration 32Q: 3 clusters Score -1.184854e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -11849476.000000 Penalty: 5713.067383
	Iteration 33Q: 3 clusters Score -1.184948e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -11850322.000000 Penalty: 5713.067383
	Iteration 34Q: 3 clusters Score -1.185032e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98047 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -11850963.000000 Penalty: 5713.067383
	Iteration 35Q: 3 clusters Score -1.185096e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98650 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -11851497.000000 Penalty: 5713.067383
	Iteration 36Q: 3 clusters Score -1.18515e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11851764.000000 Penalty: 5713.067383
	Iteration 37Q: 3 clusters Score -1.185176e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11851858.000000 Penalty: 5713.067383
	Iteration 38Q: 3 clusters Score -1.185186e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99385 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11851967.000000 Penalty: 5713.067383
	Iteration 39Q: 3 clusters Score -1.185197e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99492 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11852070.000000 Penalty: 5713.067383
	Iteration 40F: 3 clusters Score -1.185207e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11852112.000000 Penalty: 5713.067383
	Iteration 41Q: 3 clusters Score -1.185211e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99592 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11852151.000000 Penalty: 5713.067383
	Iteration 42Q: 3 clusters Score -1.185215e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11852178.000000 Penalty: 5713.067383
	Iteration 43Q: 3 clusters Score -1.185218e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11852202.000000 Penalty: 5713.067383
	Iteration 44Q: 3 clusters Score -1.18522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11852215.000000 Penalty: 5713.067383
	Iteration 45Q: 3 clusters Score -1.185222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11852222.000000 Penalty: 5713.067383
	Iteration 46Q: 3 clusters Score -1.185222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11852238.000000 Penalty: 5713.067383
	Iteration 47Q: 3 clusters Score -1.185224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11852252.000000 Penalty: 5713.067383
	Iteration 48Q: 3 clusters Score -1.185225e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99726 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11852273.000000 Penalty: 5713.067383
	Iteration 49Q: 3 clusters Score -1.185227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -11852279.000000 Penalty: 5713.067383
	Iteration 50Q: 3 clusters Score -1.185228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99743 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -11852287.000000 Penalty: 5713.067383
	Iteration 51Q: 3 clusters Score -1.185229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99751 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11852295.000000 Penalty: 5713.067383
	Iteration 52Q: 3 clusters Score -1.18523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99753 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11852297.000000 Penalty: 5713.067383
	Iteration 53Q: 3 clusters Score -1.18523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11852304.000000 Penalty: 5713.067383
	Iteration 54Q: 3 clusters Score -1.18523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99757 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11852304.000000 Penalty: 5713.067383
	Iteration 55Q: 3 clusters Score -1.18523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11852302.000000 Penalty: 5713.067383
	Iteration 56Q: 3 clusters Score -1.18523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11852308.000000 Penalty: 5713.067383
	Iteration 57Q: 3 clusters Score -1.185231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11852305.000000 Penalty: 5713.067383
	Iteration 58Q: 3 clusters Score -1.18523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11852316.000000 Penalty: 5713.067383
	Iteration 59Q: 3 clusters Score -1.185232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99775 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11852315.000000 Penalty: 5713.067383
	Iteration 60F: 3 clusters Score -1.185232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11852317.000000 Penalty: 5713.067383
	Iteration 61Q: 3 clusters Score -1.185232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11852309.000000 Penalty: 5713.067383
	Iteration 62Q: 3 clusters Score -1.185231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11852311.000000 Penalty: 5713.067383
	Iteration 63Q: 3 clusters Score -1.185231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11852334.000000 Penalty: 5713.067383
	Iteration 64Q: 3 clusters Score -1.185233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11852335.000000 Penalty: 5713.067383
	Iteration 65Q: 3 clusters Score -1.185234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11852330.000000 Penalty: 5713.067383
	Iteration 66Q: 3 clusters Score -1.185233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99784 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11852335.000000 Penalty: 5713.067383
	Iteration 67Q: 3 clusters Score -1.185234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11852336.000000 Penalty: 5713.067383
	Iteration 68Q: 3 clusters Score -1.185234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99794 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11852335.000000 Penalty: 5713.067383
	Iteration 69Q: 3 clusters Score -1.185234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11852340.000000 Penalty: 5713.067383
	Iteration 70Q: 3 clusters Score -1.185234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11852344.000000 Penalty: 5713.067383
	Iteration 71Q: 3 clusters Score -1.185234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11852346.000000 Penalty: 5713.067383
	Iteration 72Q: 3 clusters Score -1.185235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99796 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11852353.000000 Penalty: 5713.067383
	Iteration 73Q: 3 clusters Score -1.185235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99796 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11852353.000000 Penalty: 5713.067383
	Iteration 74F: 3 clusters Score -1.185235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Entering Unmasked Estep 
Score: -1038558.000000 Penalty: 2254.342773
	Iteration 0F: 2 clusters Score -1038558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1031557.375000 Penalty: 4508.685547
	Iteration 0F: 3 clusters Score -1031557 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1033619.250000 Penalty: 4508.685547
	Iteration 1F: 3 clusters Score -1033619 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1033931.062500 Penalty: 4508.685547
	Iteration 2F: 3 clusters Score -1033931 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1034126.500000 Penalty: 4508.685547
	Iteration 3F: 3 clusters Score -1034126 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1034263.625000 Penalty: 4508.685547
	Iteration 4Q: 3 clusters Score -1034264 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1034374.312500 Penalty: 4508.685547
	Iteration 5Q: 3 clusters Score -1034374 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1034481.500000 Penalty: 4508.685547
	Iteration 6Q: 3 clusters Score -1034482 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1034586.000000 Penalty: 4508.685547
	Iteration 7Q: 3 clusters Score -1034586 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1034708.375000 Penalty: 4508.685547
	Iteration 8Q: 3 clusters Score -1034708 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1034872.437500 Penalty: 4508.685547
	Iteration 9Q: 3 clusters Score -1034872 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1035075.312500 Penalty: 4508.685547
	Iteration 10Q: 3 clusters Score -1035075 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1035354.750000 Penalty: 4508.685547
	Iteration 11Q: 3 clusters Score -1035355 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1035651.687500 Penalty: 4508.685547
	Iteration 12Q: 3 clusters Score -1035652 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1035935.375000 Penalty: 4508.685547
	Iteration 13Q: 3 clusters Score -1035935 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1036189.812500 Penalty: 4508.685547
	Iteration 14Q: 3 clusters Score -1036190 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1036389.937500 Penalty: 4508.685547
	Iteration 15Q: 3 clusters Score -1036390 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1036541.437500 Penalty: 4508.685547
	Iteration 16Q: 3 clusters Score -1036541 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1036656.000000 Penalty: 4508.685547
	Iteration 17Q: 3 clusters Score -1036656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1036738.437500 Penalty: 4508.685547
	Iteration 18Q: 3 clusters Score -1036738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1036818.000000 Penalty: 4508.685547
	Iteration 19Q: 3 clusters Score -1036818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1036865.250000 Penalty: 4508.685547
	Iteration 20F: 3 clusters Score -1036865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1036893.562500 Penalty: 4508.685547
	Iteration 21Q: 3 clusters Score -1036894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1036916.312500 Penalty: 4508.685547
	Iteration 22Q: 3 clusters Score -1036916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1036933.437500 Penalty: 4508.685547
	Iteration 23Q: 3 clusters Score -1036933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1036940.125000 Penalty: 4508.685547
	Iteration 24Q: 3 clusters Score -1036940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1036945.187500 Penalty: 4508.685547
	Iteration 25Q: 3 clusters Score -1036945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1036947.187500 Penalty: 4508.685547
	Iteration 26Q: 3 clusters Score -1036947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1036946.750000 Penalty: 4508.685547
	Iteration 27Q: 3 clusters Score -1036947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1036951.000000 Penalty: 4508.685547
	Iteration 28Q: 3 clusters Score -1036951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1036956.125000 Penalty: 4508.685547
	Iteration 29Q: 3 clusters Score -1036956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1036959.375000 Penalty: 4508.685547
	Iteration 30Q: 3 clusters Score -1036959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1036962.562500 Penalty: 4508.685547
	Iteration 31Q: 3 clusters Score -1036963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1036965.687500 Penalty: 4508.685547
	Iteration 32Q: 3 clusters Score -1036966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1036965.937500 Penalty: 4508.685547
	Iteration 33Q: 3 clusters Score -1036966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1036967.125000 Penalty: 4508.685547
	Iteration 34Q: 3 clusters Score -1036967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1036965.312500 Penalty: 4508.685547
	Iteration 35Q: 3 clusters Score -1036965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1036968.562500 Penalty: 4508.685547
	Iteration 36Q: 3 clusters Score -1036969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1036972.187500 Penalty: 4508.685547
	Iteration 37Q: 3 clusters Score -1036972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1036972.187500 Penalty: 4508.685547
	Iteration 38F: 3 clusters Score -1036972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -419550.812500 Penalty: 2031.482910
	Iteration 0F: 2 clusters Score -419550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -415861.250000 Penalty: 4062.965820
	Iteration 0F: 3 clusters Score -415861.2 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -416672.312500 Penalty: 4062.965820
	Iteration 1F: 3 clusters Score -416672.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -416880.968750 Penalty: 4062.965820
	Iteration 2F: 3 clusters Score -416881 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -417024.281250 Penalty: 4062.965820
	Iteration 3F: 3 clusters Score -417024.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -417122.687500 Penalty: 4062.965820
	Iteration 4Q: 3 clusters Score -417122.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -417198.031250 Penalty: 4062.965820
	Iteration 5Q: 3 clusters Score -417198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -417259.968750 Penalty: 4062.965820
	Iteration 6Q: 3 clusters Score -417260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -417295.312500 Penalty: 4062.965820
	Iteration 7Q: 3 clusters Score -417295.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -417319.250000 Penalty: 4062.965820
	Iteration 8Q: 3 clusters Score -417319.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -417332.750000 Penalty: 4062.965820
	Iteration 9Q: 3 clusters Score -417332.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -417344.125000 Penalty: 4062.965820
	Iteration 10Q: 3 clusters Score -417344.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -417359.093750 Penalty: 4062.965820
	Iteration 11Q: 3 clusters Score -417359.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -417371.906250 Penalty: 4062.965820
	Iteration 12Q: 3 clusters Score -417371.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -417381.437500 Penalty: 4062.965820
	Iteration 13Q: 3 clusters Score -417381.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -417389.968750 Penalty: 4062.965820
	Iteration 14Q: 3 clusters Score -417390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -417394.718750 Penalty: 4062.965820
	Iteration 15Q: 3 clusters Score -417394.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -417399.906250 Penalty: 4062.965820
	Iteration 16Q: 3 clusters Score -417399.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -417404.937500 Penalty: 4062.965820
	Iteration 17Q: 3 clusters Score -417404.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -417407.125000 Penalty: 4062.965820
	Iteration 18Q: 3 clusters Score -417407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -417409.250000 Penalty: 4062.965820
	Iteration 19Q: 3 clusters Score -417409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -417411.218750 Penalty: 4062.965820
	Iteration 20F: 3 clusters Score -417411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -417413.250000 Penalty: 4062.965820
	Iteration 21Q: 3 clusters Score -417413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -417417.406250 Penalty: 4062.965820
	Iteration 22Q: 3 clusters Score -417417.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -417422.343750 Penalty: 4062.965820
	Iteration 23Q: 3 clusters Score -417422.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -417426.250000 Penalty: 4062.965820
	Iteration 24Q: 3 clusters Score -417426.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -417432.000000 Penalty: 4062.965820
	Iteration 25Q: 3 clusters Score -417432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -417441.781250 Penalty: 4062.965820
	Iteration 26Q: 3 clusters Score -417441.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -417456.562500 Penalty: 4062.965820
	Iteration 27Q: 3 clusters Score -417456.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -417468.000000 Penalty: 4062.965820
	Iteration 28Q: 3 clusters Score -417468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -417476.562500 Penalty: 4062.965820
	Iteration 29Q: 3 clusters Score -417476.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -417485.718750 Penalty: 4062.965820
	Iteration 30Q: 3 clusters Score -417485.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -417491.687500 Penalty: 4062.965820
	Iteration 31Q: 3 clusters Score -417491.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -417501.468750 Penalty: 4062.965820
	Iteration 32Q: 3 clusters Score -417501.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -417509.812500 Penalty: 4062.965820
	Iteration 33Q: 3 clusters Score -417509.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -417515.937500 Penalty: 4062.965820
	Iteration 34Q: 3 clusters Score -417515.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -417525.093750 Penalty: 4062.965820
	Iteration 35Q: 3 clusters Score -417525.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -417534.125000 Penalty: 4062.965820
	Iteration 36Q: 3 clusters Score -417534.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -417541.750000 Penalty: 4062.965820
	Iteration 37Q: 3 clusters Score -417541.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -417546.812500 Penalty: 4062.965820
	Iteration 38Q: 3 clusters Score -417546.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -417554.093750 Penalty: 4062.965820
	Iteration 39Q: 3 clusters Score -417554.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -417561.000000 Penalty: 4062.965820
	Iteration 40F: 3 clusters Score -417561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -417566.250000 Penalty: 4062.965820
	Iteration 41Q: 3 clusters Score -417566.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -417570.375000 Penalty: 4062.965820
	Iteration 42Q: 3 clusters Score -417570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -417571.031250 Penalty: 4062.965820
	Iteration 43Q: 3 clusters Score -417571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -417571.500000 Penalty: 4062.965820
	Iteration 44Q: 3 clusters Score -417571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -417572.812500 Penalty: 4062.965820
	Iteration 45Q: 3 clusters Score -417572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -417573.562500 Penalty: 4062.965820
	Iteration 46Q: 3 clusters Score -417573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -417575.093750 Penalty: 4062.965820
	Iteration 47Q: 3 clusters Score -417575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -417575.187500 Penalty: 4062.965820
	Iteration 48Q: 3 clusters Score -417575.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -417575.187500 Penalty: 4062.965820
	Iteration 49F: 3 clusters Score -417575.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Entering Unmasked Estep 
Score: -1318031.875000 Penalty: 2321.591797
	Iteration 0F: 2 clusters Score -1318032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1309365.125000 Penalty: 4643.183594
	Iteration 0F: 3 clusters Score -1309365 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1312147.750000 Penalty: 4643.183594
	Iteration 1F: 3 clusters Score -1312148 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1312742.625000 Penalty: 4643.183594
	Iteration 2F: 3 clusters Score -1312743 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1313366.875000 Penalty: 4643.183594
	Iteration 3F: 3 clusters Score -1313367 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1314019.625000 Penalty: 4643.183594
	Iteration 4F: 3 clusters Score -1314020 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1314617.000000 Penalty: 4643.183594
	Iteration 5F: 3 clusters Score -1314617 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1315097.375000 Penalty: 4643.183594
	Iteration 6F: 3 clusters Score -1315097 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1315487.625000 Penalty: 4643.183594
	Iteration 7Q: 3 clusters Score -1315488 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1315790.250000 Penalty: 4643.183594
	Iteration 8Q: 3 clusters Score -1315790 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1316071.875000 Penalty: 4643.183594
	Iteration 9Q: 3 clusters Score -1316072 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1316294.000000 Penalty: 4643.183594
	Iteration 10Q: 3 clusters Score -1316294 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1316412.625000 Penalty: 4643.183594
	Iteration 11Q: 3 clusters Score -1316413 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1316517.500000 Penalty: 4643.183594
	Iteration 12Q: 3 clusters Score -1316518 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1316622.625000 Penalty: 4643.183594
	Iteration 13Q: 3 clusters Score -1316623 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1316726.625000 Penalty: 4643.183594
	Iteration 14Q: 3 clusters Score -1316727 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1316824.250000 Penalty: 4643.183594
	Iteration 15Q: 3 clusters Score -1316824 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1316894.250000 Penalty: 4643.183594
	Iteration 16Q: 3 clusters Score -1316894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1316952.750000 Penalty: 4643.183594
	Iteration 17Q: 3 clusters Score -1316953 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1316987.875000 Penalty: 4643.183594
	Iteration 18Q: 3 clusters Score -1316988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1317023.375000 Penalty: 4643.183594
	Iteration 19Q: 3 clusters Score -1317023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1317051.250000 Penalty: 4643.183594
	Iteration 20F: 3 clusters Score -1317051 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1317062.875000 Penalty: 4643.183594
	Iteration 21Q: 3 clusters Score -1317063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1317070.625000 Penalty: 4643.183594
	Iteration 22Q: 3 clusters Score -1317071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1317079.750000 Penalty: 4643.183594
	Iteration 23Q: 3 clusters Score -1317080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1317084.750000 Penalty: 4643.183594
	Iteration 24Q: 3 clusters Score -1317085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1317090.500000 Penalty: 4643.183594
	Iteration 25Q: 3 clusters Score -1317090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1317094.875000 Penalty: 4643.183594
	Iteration 26Q: 3 clusters Score -1317095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1317101.250000 Penalty: 4643.183594
	Iteration 27Q: 3 clusters Score -1317101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1317100.375000 Penalty: 4643.183594
	Iteration 28Q: 3 clusters Score -1317100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1317106.375000 Penalty: 4643.183594
	Iteration 29Q: 3 clusters Score -1317106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1317106.750000 Penalty: 4643.183594
	Iteration 30Q: 3 clusters Score -1317107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1317111.250000 Penalty: 4643.183594
	Iteration 31Q: 3 clusters Score -1317111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1317111.750000 Penalty: 4643.183594
	Iteration 32Q: 3 clusters Score -1317112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1317116.125000 Penalty: 4643.183594
	Iteration 33Q: 3 clusters Score -1317116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1317117.125000 Penalty: 4643.183594
	Iteration 34Q: 3 clusters Score -1317117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1317114.500000 Penalty: 4643.183594
	Iteration 35Q: 3 clusters Score -1317114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1317115.625000 Penalty: 4643.183594
	Iteration 36Q: 3 clusters Score -1317116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1317118.125000 Penalty: 4643.183594
	Iteration 37Q: 3 clusters Score -1317118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1317118.250000 Penalty: 4643.183594
	Iteration 38Q: 3 clusters Score -1317118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1317117.250000 Penalty: 4643.183594
	Iteration 39Q: 3 clusters Score -1317117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1317119.125000 Penalty: 4643.183594
	Iteration 40F: 3 clusters Score -1317119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1317120.750000 Penalty: 4643.183594
	Iteration 41Q: 3 clusters Score -1317121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1317120.000000 Penalty: 4643.183594
	Iteration 42Q: 3 clusters Score -1317120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1317122.875000 Penalty: 4643.183594
	Iteration 43Q: 3 clusters Score -1317123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1317121.625000 Penalty: 4643.183594
	Iteration 44Q: 3 clusters Score -1317122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1317121.000000 Penalty: 4643.183594
	Iteration 45Q: 3 clusters Score -1317121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1317121.000000 Penalty: 4643.183594
	Iteration 46F: 3 clusters Score -1317121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Entering Unmasked Estep 
Score: -1665000.000000 Penalty: 2376.158203
	Iteration 0F: 2 clusters Score -1665000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1654557.000000 Penalty: 4752.316406
	Iteration 0F: 3 clusters Score -1654557 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1657916.500000 Penalty: 4752.316406
	Iteration 1F: 3 clusters Score -1657916 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1658540.750000 Penalty: 4752.316406
	Iteration 2F: 3 clusters Score -1658541 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1659383.625000 Penalty: 4752.316406
	Iteration 3F: 3 clusters Score -1659384 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1660345.250000 Penalty: 4752.316406
	Iteration 4F: 3 clusters Score -1660345 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1661269.125000 Penalty: 4752.316406
	Iteration 5F: 3 clusters Score -1661269 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1661953.375000 Penalty: 4752.316406
	Iteration 6F: 3 clusters Score -1661953 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1662350.375000 Penalty: 4752.316406
	Iteration 7F: 3 clusters Score -1662350 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1662585.250000 Penalty: 4752.316406
	Iteration 8Q: 3 clusters Score -1662585 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1662715.375000 Penalty: 4752.316406
	Iteration 9Q: 3 clusters Score -1662715 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1662795.125000 Penalty: 4752.316406
	Iteration 10Q: 3 clusters Score -1662795 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1662846.000000 Penalty: 4752.316406
	Iteration 11Q: 3 clusters Score -1662846 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1662885.000000 Penalty: 4752.316406
	Iteration 12Q: 3 clusters Score -1662885 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1662907.250000 Penalty: 4752.316406
	Iteration 13Q: 3 clusters Score -1662907 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1662940.375000 Penalty: 4752.316406
	Iteration 14Q: 3 clusters Score -1662940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1662961.125000 Penalty: 4752.316406
	Iteration 15Q: 3 clusters Score -1662961 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1662979.000000 Penalty: 4752.316406
	Iteration 16Q: 3 clusters Score -1662979 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1662990.000000 Penalty: 4752.316406
	Iteration 17Q: 3 clusters Score -1662990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1662998.375000 Penalty: 4752.316406
	Iteration 18Q: 3 clusters Score -1662998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1663010.875000 Penalty: 4752.316406
	Iteration 19Q: 3 clusters Score -1663011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1663016.125000 Penalty: 4752.316406
	Iteration 20F: 3 clusters Score -1663016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1663024.250000 Penalty: 4752.316406
	Iteration 21Q: 3 clusters Score -1663024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1663031.875000 Penalty: 4752.316406
	Iteration 22Q: 3 clusters Score -1663032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1663033.875000 Penalty: 4752.316406
	Iteration 23Q: 3 clusters Score -1663034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1663039.875000 Penalty: 4752.316406
	Iteration 24Q: 3 clusters Score -1663040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1663051.750000 Penalty: 4752.316406
	Iteration 25Q: 3 clusters Score -1663052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1663056.875000 Penalty: 4752.316406
	Iteration 26Q: 3 clusters Score -1663057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1663057.000000 Penalty: 4752.316406
	Iteration 27Q: 3 clusters Score -1663057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1663058.250000 Penalty: 4752.316406
	Iteration 28Q: 3 clusters Score -1663058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1663064.875000 Penalty: 4752.316406
	Iteration 29Q: 3 clusters Score -1663065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1663064.750000 Penalty: 4752.316406
	Iteration 30Q: 3 clusters Score -1663065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1663069.125000 Penalty: 4752.316406
	Iteration 31Q: 3 clusters Score -1663069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1663071.500000 Penalty: 4752.316406
	Iteration 32Q: 3 clusters Score -1663072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1663074.750000 Penalty: 4752.316406
	Iteration 33Q: 3 clusters Score -1663075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1663077.000000 Penalty: 4752.316406
	Iteration 34Q: 3 clusters Score -1663077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1663079.375000 Penalty: 4752.316406
	Iteration 35Q: 3 clusters Score -1663079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1663079.500000 Penalty: 4752.316406
	Iteration 36Q: 3 clusters Score -1663080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1663083.125000 Penalty: 4752.316406
	Iteration 37Q: 3 clusters Score -1663083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1663088.500000 Penalty: 4752.316406
	Iteration 38Q: 3 clusters Score -1663088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1663091.125000 Penalty: 4752.316406
	Iteration 39Q: 3 clusters Score -1663091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1663092.500000 Penalty: 4752.316406
	Iteration 40F: 3 clusters Score -1663092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1663092.500000 Penalty: 4752.316406
	Iteration 41Q: 3 clusters Score -1663092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1663093.625000 Penalty: 4752.316406
	Iteration 42Q: 3 clusters Score -1663094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1663097.000000 Penalty: 4752.316406
	Iteration 43Q: 3 clusters Score -1663097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1663100.625000 Penalty: 4752.316406
	Iteration 44Q: 3 clusters Score -1663101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1663104.875000 Penalty: 4752.316406
	Iteration 45Q: 3 clusters Score -1663105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1663108.875000 Penalty: 4752.316406
	Iteration 46Q: 3 clusters Score -1663109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1663113.125000 Penalty: 4752.316406
	Iteration 47Q: 3 clusters Score -1663113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1663110.750000 Penalty: 4752.316406
	Iteration 48Q: 3 clusters Score -1663111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1663120.125000 Penalty: 4752.316406
	Iteration 49Q: 3 clusters Score -1663120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1663118.375000 Penalty: 4752.316406
	Iteration 50Q: 3 clusters Score -1663118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1663122.250000 Penalty: 4752.316406
	Iteration 51Q: 3 clusters Score -1663122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1663126.000000 Penalty: 4752.316406
	Iteration 52Q: 3 clusters Score -1663126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1663133.500000 Penalty: 4752.316406
	Iteration 53Q: 3 clusters Score -1663134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1663139.625000 Penalty: 4752.316406
	Iteration 54Q: 3 clusters Score -1663140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1663144.875000 Penalty: 4752.316406
	Iteration 55Q: 3 clusters Score -1663145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1663150.000000 Penalty: 4752.316406
	Iteration 56Q: 3 clusters Score -1663150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1663153.500000 Penalty: 4752.316406
	Iteration 57Q: 3 clusters Score -1663154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1663157.875000 Penalty: 4752.316406
	Iteration 58Q: 3 clusters Score -1663158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1663155.375000 Penalty: 4752.316406
	Iteration 59Q: 3 clusters Score -1663155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1663163.875000 Penalty: 4752.316406
	Iteration 60F: 3 clusters Score -1663164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1663167.500000 Penalty: 4752.316406
	Iteration 61Q: 3 clusters Score -1663168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1663166.500000 Penalty: 4752.316406
	Iteration 62Q: 3 clusters Score -1663166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1663175.000000 Penalty: 4752.316406
	Iteration 63Q: 3 clusters Score -1663175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1663178.375000 Penalty: 4752.316406
	Iteration 64Q: 3 clusters Score -1663178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1663183.750000 Penalty: 4752.316406
	Iteration 65Q: 3 clusters Score -1663184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1663189.750000 Penalty: 4752.316406
	Iteration 66Q: 3 clusters Score -1663190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1663193.125000 Penalty: 4752.316406
	Iteration 67Q: 3 clusters Score -1663193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1663200.250000 Penalty: 4752.316406
	Iteration 68Q: 3 clusters Score -1663200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1663204.250000 Penalty: 4752.316406
	Iteration 69Q: 3 clusters Score -1663204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1663208.500000 Penalty: 4752.316406
	Iteration 70Q: 3 clusters Score -1663208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1663209.750000 Penalty: 4752.316406
	Iteration 71Q: 3 clusters Score -1663210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1663213.125000 Penalty: 4752.316406
	Iteration 72Q: 3 clusters Score -1663213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1663221.250000 Penalty: 4752.316406
	Iteration 73Q: 3 clusters Score -1663221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1663216.500000 Penalty: 4752.316406
	Iteration 74Q: 3 clusters Score -1663216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1663219.250000 Penalty: 4752.316406
	Iteration 75Q: 3 clusters Score -1663219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1663222.125000 Penalty: 4752.316406
	Iteration 76Q: 3 clusters Score -1663222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1663223.250000 Penalty: 4752.316406
	Iteration 77Q: 3 clusters Score -1663223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1663228.625000 Penalty: 4752.316406
	Iteration 78Q: 3 clusters Score -1663229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1663232.750000 Penalty: 4752.316406
	Iteration 79Q: 3 clusters Score -1663233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1663243.000000 Penalty: 4752.316406
	Iteration 80F: 3 clusters Score -1663243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1663242.375000 Penalty: 4752.316406
	Iteration 81Q: 3 clusters Score -1663242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1663250.625000 Penalty: 4752.316406
	Iteration 82Q: 3 clusters Score -1663251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1663254.500000 Penalty: 4752.316406
	Iteration 83Q: 3 clusters Score -1663254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1663257.375000 Penalty: 4752.316406
	Iteration 84Q: 3 clusters Score -1663257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1663266.625000 Penalty: 4752.316406
	Iteration 85Q: 3 clusters Score -1663267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1663275.375000 Penalty: 4752.316406
	Iteration 86Q: 3 clusters Score -1663275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1663283.000000 Penalty: 4752.316406
	Iteration 87Q: 3 clusters Score -1663283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1663299.750000 Penalty: 4752.316406
	Iteration 88Q: 3 clusters Score -1663300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1663315.875000 Penalty: 4752.316406
	Iteration 89Q: 3 clusters Score -1663316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1663337.125000 Penalty: 4752.316406
	Iteration 90Q: 3 clusters Score -1663337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1663346.500000 Penalty: 4752.316406
	Iteration 91Q: 3 clusters Score -1663346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1663371.500000 Penalty: 4752.316406
	Iteration 92Q: 3 clusters Score -1663372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1663393.375000 Penalty: 4752.316406
	Iteration 93Q: 3 clusters Score -1663393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1663414.250000 Penalty: 4752.316406
	Iteration 94Q: 3 clusters Score -1663414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1663438.875000 Penalty: 4752.316406
	Iteration 95Q: 3 clusters Score -1663439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1663458.500000 Penalty: 4752.316406
	Iteration 96Q: 3 clusters Score -1663458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1663495.875000 Penalty: 4752.316406
	Iteration 97Q: 3 clusters Score -1663496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1663548.000000 Penalty: 4752.316406
	Iteration 98Q: 3 clusters Score -1663548 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1663624.625000 Penalty: 4752.316406
	Iteration 99Q: 3 clusters Score -1663625 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1663708.625000 Penalty: 4752.316406
	Iteration 100F: 3 clusters Score -1663709 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1663813.125000 Penalty: 4752.316406
	Iteration 101Q: 3 clusters Score -1663813 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1663885.750000 Penalty: 4752.316406
	Iteration 102Q: 3 clusters Score -1663886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1663925.625000 Penalty: 4752.316406
	Iteration 103Q: 3 clusters Score -1663926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1663963.500000 Penalty: 4752.316406
	Iteration 104Q: 3 clusters Score -1663964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1663989.000000 Penalty: 4752.316406
	Iteration 105Q: 3 clusters Score -1663989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1664009.000000 Penalty: 4752.316406
	Iteration 106Q: 3 clusters Score -1664009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1664033.625000 Penalty: 4752.316406
	Iteration 107Q: 3 clusters Score -1664034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1664063.375000 Penalty: 4752.316406
	Iteration 108Q: 3 clusters Score -1664063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1664077.375000 Penalty: 4752.316406
	Iteration 109Q: 3 clusters Score -1664077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1664084.625000 Penalty: 4752.316406
	Iteration 110Q: 3 clusters Score -1664085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1664099.875000 Penalty: 4752.316406
	Iteration 111Q: 3 clusters Score -1664100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1664107.875000 Penalty: 4752.316406
	Iteration 112Q: 3 clusters Score -1664108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1664113.375000 Penalty: 4752.316406
	Iteration 113Q: 3 clusters Score -1664113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1664121.375000 Penalty: 4752.316406
	Iteration 114Q: 3 clusters Score -1664121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1664125.000000 Penalty: 4752.316406
	Iteration 115Q: 3 clusters Score -1664125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1664124.625000 Penalty: 4752.316406
	Iteration 116Q: 3 clusters Score -1664125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1664123.500000 Penalty: 4752.316406
	Iteration 117Q: 3 clusters Score -1664124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1664126.000000 Penalty: 4752.316406
	Iteration 118Q: 3 clusters Score -1664126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1664136.125000 Penalty: 4752.316406
	Iteration 119Q: 3 clusters Score -1664136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1664145.500000 Penalty: 4752.316406
	Iteration 120F: 3 clusters Score -1664146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1664146.375000 Penalty: 4752.316406
	Iteration 121Q: 3 clusters Score -1664146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1664146.750000 Penalty: 4752.316406
	Iteration 122Q: 3 clusters Score -1664147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1664150.375000 Penalty: 4752.316406
	Iteration 123Q: 3 clusters Score -1664150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1664159.875000 Penalty: 4752.316406
	Iteration 124Q: 3 clusters Score -1664160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1664170.250000 Penalty: 4752.316406
	Iteration 125Q: 3 clusters Score -1664170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1664173.125000 Penalty: 4752.316406
	Iteration 126Q: 3 clusters Score -1664173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1664181.375000 Penalty: 4752.316406
	Iteration 127Q: 3 clusters Score -1664181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1664181.750000 Penalty: 4752.316406
	Iteration 128Q: 3 clusters Score -1664182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1664187.750000 Penalty: 4752.316406
	Iteration 129Q: 3 clusters Score -1664188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1664187.000000 Penalty: 4752.316406
	Iteration 130Q: 3 clusters Score -1664187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1664191.250000 Penalty: 4752.316406
	Iteration 131Q: 3 clusters Score -1664191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1664192.875000 Penalty: 4752.316406
	Iteration 132Q: 3 clusters Score -1664193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1664193.000000 Penalty: 4752.316406
	Iteration 133Q: 3 clusters Score -1664193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1664193.875000 Penalty: 4752.316406
	Iteration 134Q: 3 clusters Score -1664194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1664192.000000 Penalty: 4752.316406
	Iteration 135Q: 3 clusters Score -1664192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1664193.625000 Penalty: 4752.316406
	Iteration 136Q: 3 clusters Score -1664194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1664196.375000 Penalty: 4752.316406
	Iteration 137Q: 3 clusters Score -1664196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1664197.375000 Penalty: 4752.316406
	Iteration 138Q: 3 clusters Score -1664197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1664200.625000 Penalty: 4752.316406
	Iteration 139Q: 3 clusters Score -1664201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1664200.000000 Penalty: 4752.316406
	Iteration 140F: 3 clusters Score -1664200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -347604.875000 Penalty: 1952.463379
	Iteration 0F: 2 clusters Score -347604.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -344873.281250 Penalty: 3904.926758
	Iteration 0F: 3 clusters Score -344873.3 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -347707.875000 Penalty: 3904.926758
	Iteration 1F: 3 clusters Score -347707.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -349892.125000 Penalty: 3904.926758
	Iteration 2F: 3 clusters Score -349892.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -350738.937500 Penalty: 3904.926758
	Iteration 3F: 3 clusters Score -350738.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -350999.281250 Penalty: 3904.926758
	Iteration 4F: 3 clusters Score -350999.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -351205.093750 Penalty: 3904.926758
	Iteration 5Q: 3 clusters Score -351205.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -351408.593750 Penalty: 3904.926758
	Iteration 6Q: 3 clusters Score -351408.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -351621.000000 Penalty: 3904.926758
	Iteration 7Q: 3 clusters Score -351621 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -351847.875000 Penalty: 3904.926758
	Iteration 8Q: 3 clusters Score -351847.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -352102.250000 Penalty: 3904.926758
	Iteration 9Q: 3 clusters Score -352102.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -352448.093750 Penalty: 3904.926758
	Iteration 10Q: 3 clusters Score -352448.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -352816.343750 Penalty: 3904.926758
	Iteration 11Q: 3 clusters Score -352816.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -353206.562500 Penalty: 3904.926758
	Iteration 12Q: 3 clusters Score -353206.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -353684.843750 Penalty: 3904.926758
	Iteration 13Q: 3 clusters Score -353684.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -353978.593750 Penalty: 3904.926758
	Iteration 14Q: 3 clusters Score -353978.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -355047.000000 Penalty: 3904.926758
	Iteration 15Q: 3 clusters Score -355047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -355270.468750 Penalty: 3904.926758
	Iteration 16Q: 3 clusters Score -355270.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -355451.906250 Penalty: 3904.926758
	Iteration 17Q: 3 clusters Score -355451.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -355680.125000 Penalty: 3904.926758
	Iteration 18Q: 3 clusters Score -355680.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -355849.718750 Penalty: 3904.926758
	Iteration 19Q: 3 clusters Score -355849.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -355906.687500 Penalty: 3904.926758
	Iteration 20F: 3 clusters Score -355906.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -355923.812500 Penalty: 3904.926758
	Iteration 21Q: 3 clusters Score -355923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -355923.812500 Penalty: 3904.926758
	Iteration 22F: 3 clusters Score -355923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 576 members 
Mstep: Class 36 contains 8944 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 11334 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Mstep: Class 56 contains 7350 members 
Mstep: Class 57 contains 8685 members 
Mstep: Class 58 contains 12959 members 
Mstep: Class 59 contains 2049 members 
Entering Unmasked Estep 
Score: -133718536.000000 Penalty: 204547.843750
Splitting cluster 35 changes total score from -133707032.000000 to -133718536.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 36 (8944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Entering Unmasked Estep 
Score: -1231972.750000 Penalty: 2256.487061
	Iteration 0F: 2 clusters Score -1231973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1225232.875000 Penalty: 4512.974121
	Iteration 0F: 3 clusters Score -1225233 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1228856.500000 Penalty: 4512.974121
	Iteration 1F: 3 clusters Score -1228856 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1230988.000000 Penalty: 4512.974121
	Iteration 2F: 3 clusters Score -1230988 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1232882.875000 Penalty: 4512.974121
	Iteration 3F: 3 clusters Score -1232883 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1234127.000000 Penalty: 4512.974121
	Iteration 4F: 3 clusters Score -1234127 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1234957.625000 Penalty: 4512.974121
	Iteration 5F: 3 clusters Score -1234958 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1235498.375000 Penalty: 4512.974121
	Iteration 6Q: 3 clusters Score -1235498 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1235982.500000 Penalty: 4512.974121
	Iteration 7Q: 3 clusters Score -1235982 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1236603.750000 Penalty: 4512.974121
	Iteration 8Q: 3 clusters Score -1236604 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1237224.250000 Penalty: 4512.974121
	Iteration 9Q: 3 clusters Score -1237224 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1237736.125000 Penalty: 4512.974121
	Iteration 10Q: 3 clusters Score -1237736 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1238245.250000 Penalty: 4512.974121
	Iteration 11Q: 3 clusters Score -1238245 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1238684.375000 Penalty: 4512.974121
	Iteration 12Q: 3 clusters Score -1238684 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1239094.625000 Penalty: 4512.974121
	Iteration 13Q: 3 clusters Score -1239095 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1239467.125000 Penalty: 4512.974121
	Iteration 14Q: 3 clusters Score -1239467 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1239743.500000 Penalty: 4512.974121
	Iteration 15Q: 3 clusters Score -1239744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1239993.125000 Penalty: 4512.974121
	Iteration 16Q: 3 clusters Score -1239993 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1240250.125000 Penalty: 4512.974121
	Iteration 17Q: 3 clusters Score -1240250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1240415.375000 Penalty: 4512.974121
	Iteration 18Q: 3 clusters Score -1240415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1240564.250000 Penalty: 4512.974121
	Iteration 19Q: 3 clusters Score -1240564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1241019.875000 Penalty: 4512.974121
	Iteration 20F: 3 clusters Score -1241020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1241814.000000 Penalty: 4512.974121
	Iteration 21Q: 3 clusters Score -1241814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1241902.625000 Penalty: 4512.974121
	Iteration 22Q: 3 clusters Score -1241903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1241913.125000 Penalty: 4512.974121
	Iteration 23Q: 3 clusters Score -1241913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1241918.500000 Penalty: 4512.974121
	Iteration 24Q: 3 clusters Score -1241918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1241919.375000 Penalty: 4512.974121
	Iteration 25Q: 3 clusters Score -1241919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1241920.000000 Penalty: 4512.974121
	Iteration 26Q: 3 clusters Score -1241920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1241919.875000 Penalty: 4512.974121
	Iteration 27Q: 3 clusters Score -1241920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1241919.875000 Penalty: 4512.974121
	Iteration 28F: 3 clusters Score -1241920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 576 members 
Mstep: Class 36 contains 4724 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 11334 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Mstep: Class 56 contains 7350 members 
Mstep: Class 57 contains 8685 members 
Mstep: Class 58 contains 12959 members 
Mstep: Class 59 contains 2049 members 
Mstep: Class 60 contains 4220 members 
Entering Unmasked Estep 
Score: -133726992.000000 Penalty: 208014.765625
Splitting cluster 36 changes total score from -133707032.000000 to -133726992.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 37 (12841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Entering Unmasked Estep 
Score: -1507279.625000 Penalty: 2346.178955
	Iteration 0F: 2 clusters Score -1507280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1497803.375000 Penalty: 4692.357910
	Iteration 0F: 3 clusters Score -1497803 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1500716.375000 Penalty: 4692.357910
	Iteration 1F: 3 clusters Score -1500716 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1500986.375000 Penalty: 4692.357910
	Iteration 2F: 3 clusters Score -1500986 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1501162.625000 Penalty: 4692.357910
	Iteration 3Q: 3 clusters Score -1501163 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1501298.000000 Penalty: 4692.357910
	Iteration 4Q: 3 clusters Score -1501298 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1501401.750000 Penalty: 4692.357910
	Iteration 5Q: 3 clusters Score -1501402 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1501487.500000 Penalty: 4692.357910
	Iteration 6Q: 3 clusters Score -1501488 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1501577.875000 Penalty: 4692.357910
	Iteration 7Q: 3 clusters Score -1501578 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1501658.750000 Penalty: 4692.357910
	Iteration 8Q: 3 clusters Score -1501659 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1501759.500000 Penalty: 4692.357910
	Iteration 9Q: 3 clusters Score -1501760 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1501874.500000 Penalty: 4692.357910
	Iteration 10Q: 3 clusters Score -1501874 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1502024.125000 Penalty: 4692.357910
	Iteration 11Q: 3 clusters Score -1502024 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1502261.375000 Penalty: 4692.357910
	Iteration 12Q: 3 clusters Score -1502261 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1502596.250000 Penalty: 4692.357910
	Iteration 13Q: 3 clusters Score -1502596 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1503009.875000 Penalty: 4692.357910
	Iteration 14Q: 3 clusters Score -1503010 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1503460.375000 Penalty: 4692.357910
	Iteration 15Q: 3 clusters Score -1503460 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1503905.000000 Penalty: 4692.357910
	Iteration 16Q: 3 clusters Score -1503905 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1504303.625000 Penalty: 4692.357910
	Iteration 17Q: 3 clusters Score -1504304 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1504604.500000 Penalty: 4692.357910
	Iteration 18Q: 3 clusters Score -1504604 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1504853.375000 Penalty: 4692.357910
	Iteration 19Q: 3 clusters Score -1504853 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1505020.375000 Penalty: 4692.357910
	Iteration 20F: 3 clusters Score -1505020 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1505142.875000 Penalty: 4692.357910
	Iteration 21Q: 3 clusters Score -1505143 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1505242.500000 Penalty: 4692.357910
	Iteration 22Q: 3 clusters Score -1505242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1505307.625000 Penalty: 4692.357910
	Iteration 23Q: 3 clusters Score -1505308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1505362.625000 Penalty: 4692.357910
	Iteration 24Q: 3 clusters Score -1505363 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1505401.750000 Penalty: 4692.357910
	Iteration 25Q: 3 clusters Score -1505402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1505429.750000 Penalty: 4692.357910
	Iteration 26Q: 3 clusters Score -1505430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1505442.125000 Penalty: 4692.357910
	Iteration 27Q: 3 clusters Score -1505442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1505455.625000 Penalty: 4692.357910
	Iteration 28Q: 3 clusters Score -1505456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1505464.000000 Penalty: 4692.357910
	Iteration 29Q: 3 clusters Score -1505464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1505471.125000 Penalty: 4692.357910
	Iteration 30Q: 3 clusters Score -1505471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1505477.250000 Penalty: 4692.357910
	Iteration 31Q: 3 clusters Score -1505477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1505481.875000 Penalty: 4692.357910
	Iteration 32Q: 3 clusters Score -1505482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1505487.375000 Penalty: 4692.357910
	Iteration 33Q: 3 clusters Score -1505487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1505495.750000 Penalty: 4692.357910
	Iteration 34Q: 3 clusters Score -1505496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1505501.000000 Penalty: 4692.357910
	Iteration 35Q: 3 clusters Score -1505501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1505502.875000 Penalty: 4692.357910
	Iteration 36Q: 3 clusters Score -1505503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1505503.625000 Penalty: 4692.357910
	Iteration 37Q: 3 clusters Score -1505504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1505503.625000 Penalty: 4692.357910
	Iteration 38F: 3 clusters Score -1505504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -354515.218750 Penalty: 1994.749023
	Iteration 0F: 2 clusters Score -354515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -351164.593750 Penalty: 3989.498047
	Iteration 0F: 3 clusters Score -351164.6 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -351861.687500 Penalty: 3989.498047
	Iteration 1F: 3 clusters Score -351861.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -352056.562500 Penalty: 3989.498047
	Iteration 2F: 3 clusters Score -352056.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -352174.593750 Penalty: 3989.498047
	Iteration 3Q: 3 clusters Score -352174.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352268.125000 Penalty: 3989.498047
	Iteration 4Q: 3 clusters Score -352268.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352357.250000 Penalty: 3989.498047
	Iteration 5Q: 3 clusters Score -352357.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -352425.375000 Penalty: 3989.498047
	Iteration 6Q: 3 clusters Score -352425.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -352482.937500 Penalty: 3989.498047
	Iteration 7Q: 3 clusters Score -352482.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -352527.093750 Penalty: 3989.498047
	Iteration 8Q: 3 clusters Score -352527.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -352570.937500 Penalty: 3989.498047
	Iteration 9Q: 3 clusters Score -352570.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -352617.281250 Penalty: 3989.498047
	Iteration 10Q: 3 clusters Score -352617.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -352671.218750 Penalty: 3989.498047
	Iteration 11Q: 3 clusters Score -352671.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -352731.812500 Penalty: 3989.498047
	Iteration 12Q: 3 clusters Score -352731.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -352805.687500 Penalty: 3989.498047
	Iteration 13Q: 3 clusters Score -352805.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -352901.968750 Penalty: 3989.498047
	Iteration 14Q: 3 clusters Score -352902 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -352987.125000 Penalty: 3989.498047
	Iteration 15Q: 3 clusters Score -352987.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -353054.812500 Penalty: 3989.498047
	Iteration 16Q: 3 clusters Score -353054.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -353104.312500 Penalty: 3989.498047
	Iteration 17Q: 3 clusters Score -353104.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -353140.156250 Penalty: 3989.498047
	Iteration 18Q: 3 clusters Score -353140.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -353182.500000 Penalty: 3989.498047
	Iteration 19Q: 3 clusters Score -353182.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -353220.593750 Penalty: 3989.498047
	Iteration 20F: 3 clusters Score -353220.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -353254.062500 Penalty: 3989.498047
	Iteration 21Q: 3 clusters Score -353254.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -353283.875000 Penalty: 3989.498047
	Iteration 22Q: 3 clusters Score -353283.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -353312.437500 Penalty: 3989.498047
	Iteration 23Q: 3 clusters Score -353312.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -353342.250000 Penalty: 3989.498047
	Iteration 24Q: 3 clusters Score -353342.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -353370.750000 Penalty: 3989.498047
	Iteration 25Q: 3 clusters Score -353370.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -353391.125000 Penalty: 3989.498047
	Iteration 26Q: 3 clusters Score -353391.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -353405.093750 Penalty: 3989.498047
	Iteration 27Q: 3 clusters Score -353405.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -353418.218750 Penalty: 3989.498047
	Iteration 28Q: 3 clusters Score -353418.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -353434.875000 Penalty: 3989.498047
	Iteration 29Q: 3 clusters Score -353434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -353444.406250 Penalty: 3989.498047
	Iteration 30Q: 3 clusters Score -353444.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -353453.312500 Penalty: 3989.498047
	Iteration 31Q: 3 clusters Score -353453.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -353465.468750 Penalty: 3989.498047
	Iteration 32Q: 3 clusters Score -353465.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -353483.593750 Penalty: 3989.498047
	Iteration 33Q: 3 clusters Score -353483.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -353500.281250 Penalty: 3989.498047
	Iteration 34Q: 3 clusters Score -353500.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -353510.718750 Penalty: 3989.498047
	Iteration 35Q: 3 clusters Score -353510.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -353518.406250 Penalty: 3989.498047
	Iteration 36Q: 3 clusters Score -353518.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -353525.500000 Penalty: 3989.498047
	Iteration 37Q: 3 clusters Score -353525.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -353533.343750 Penalty: 3989.498047
	Iteration 38Q: 3 clusters Score -353533.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -353540.093750 Penalty: 3989.498047
	Iteration 39Q: 3 clusters Score -353540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -353545.781250 Penalty: 3989.498047
	Iteration 40F: 3 clusters Score -353545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -353551.531250 Penalty: 3989.498047
	Iteration 41Q: 3 clusters Score -353551.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -353558.625000 Penalty: 3989.498047
	Iteration 42Q: 3 clusters Score -353558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -353561.281250 Penalty: 3989.498047
	Iteration 43Q: 3 clusters Score -353561.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -353561.500000 Penalty: 3989.498047
	Iteration 44Q: 3 clusters Score -353561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -353563.562500 Penalty: 3989.498047
	Iteration 45Q: 3 clusters Score -353563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -353567.125000 Penalty: 3989.498047
	Iteration 46Q: 3 clusters Score -353567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -353567.937500 Penalty: 3989.498047
	Iteration 47Q: 3 clusters Score -353567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -353569.250000 Penalty: 3989.498047
	Iteration 48Q: 3 clusters Score -353569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -353569.687500 Penalty: 3989.498047
	Iteration 49Q: 3 clusters Score -353569.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -353569.687500 Penalty: 3989.498047
	Iteration 50F: 3 clusters Score -353569.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -30532.449219 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -30532.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29533.787109 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -29533.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29775.294922 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -29775.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29817.107422 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -29817.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29855.058594 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -29855.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29921.201172 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -29921.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29967.513672 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -29967.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30004.531250 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -30004.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30028.638672 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -30028.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30045.402344 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -30045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30054.039062 Penalty: 2870.301025
	Iteration 9Q: 3 clusters Score -30054.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30062.294922 Penalty: 2870.301025
	Iteration 10Q: 3 clusters Score -30062.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30066.923828 Penalty: 2870.301025
	Iteration 11Q: 3 clusters Score -30066.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30073.908203 Penalty: 2870.301025
	Iteration 12Q: 3 clusters Score -30073.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30085.574219 Penalty: 2870.301025
	Iteration 13Q: 3 clusters Score -30085.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30132.392578 Penalty: 2870.301025
	Iteration 14Q: 3 clusters Score -30132.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30138.564453 Penalty: 2870.301025
	Iteration 15Q: 3 clusters Score -30138.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30138.564453 Penalty: 2870.301025
	Iteration 16F: 3 clusters Score -30138.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -336612.906250 Penalty: 1979.130737
	Iteration 0F: 2 clusters Score -336612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -333366.000000 Penalty: 3958.261475
	Iteration 0F: 3 clusters Score -333366 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -333991.968750 Penalty: 3958.261475
	Iteration 1F: 3 clusters Score -333992 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -334129.281250 Penalty: 3958.261475
	Iteration 2F: 3 clusters Score -334129.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -334201.031250 Penalty: 3958.261475
	Iteration 3Q: 3 clusters Score -334201 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -334246.000000 Penalty: 3958.261475
	Iteration 4Q: 3 clusters Score -334246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -334276.312500 Penalty: 3958.261475
	Iteration 5Q: 3 clusters Score -334276.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -334302.312500 Penalty: 3958.261475
	Iteration 6Q: 3 clusters Score -334302.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -334324.343750 Penalty: 3958.261475
	Iteration 7Q: 3 clusters Score -334324.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -334345.812500 Penalty: 3958.261475
	Iteration 8Q: 3 clusters Score -334345.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -334368.750000 Penalty: 3958.261475
	Iteration 9Q: 3 clusters Score -334368.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -334386.937500 Penalty: 3958.261475
	Iteration 10Q: 3 clusters Score -334386.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -334414.750000 Penalty: 3958.261475
	Iteration 11Q: 3 clusters Score -334414.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -334446.031250 Penalty: 3958.261475
	Iteration 12Q: 3 clusters Score -334446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -334479.375000 Penalty: 3958.261475
	Iteration 13Q: 3 clusters Score -334479.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -334529.250000 Penalty: 3958.261475
	Iteration 14Q: 3 clusters Score -334529.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -334614.687500 Penalty: 3958.261475
	Iteration 15Q: 3 clusters Score -334614.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -334727.468750 Penalty: 3958.261475
	Iteration 16Q: 3 clusters Score -334727.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -334853.656250 Penalty: 3958.261475
	Iteration 17Q: 3 clusters Score -334853.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -334971.781250 Penalty: 3958.261475
	Iteration 18Q: 3 clusters Score -334971.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -335056.437500 Penalty: 3958.261475
	Iteration 19Q: 3 clusters Score -335056.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -335132.031250 Penalty: 3958.261475
	Iteration 20F: 3 clusters Score -335132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -335207.687500 Penalty: 3958.261475
	Iteration 21Q: 3 clusters Score -335207.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -335281.437500 Penalty: 3958.261475
	Iteration 22Q: 3 clusters Score -335281.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -335372.843750 Penalty: 3958.261475
	Iteration 23Q: 3 clusters Score -335372.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -335456.000000 Penalty: 3958.261475
	Iteration 24Q: 3 clusters Score -335456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -335540.625000 Penalty: 3958.261475
	Iteration 25Q: 3 clusters Score -335540.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -335624.531250 Penalty: 3958.261475
	Iteration 26Q: 3 clusters Score -335624.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -335765.531250 Penalty: 3958.261475
	Iteration 27Q: 3 clusters Score -335765.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -335914.406250 Penalty: 3958.261475
	Iteration 28Q: 3 clusters Score -335914.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -336069.156250 Penalty: 3958.261475
	Iteration 29Q: 3 clusters Score -336069.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -336256.812500 Penalty: 3958.261475
	Iteration 30Q: 3 clusters Score -336256.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -336507.687500 Penalty: 3958.261475
	Iteration 31Q: 3 clusters Score -336507.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -336751.875000 Penalty: 3958.261475
	Iteration 32Q: 3 clusters Score -336751.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -337053.843750 Penalty: 3958.261475
	Iteration 33Q: 3 clusters Score -337053.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -337205.125000 Penalty: 3958.261475
	Iteration 34Q: 3 clusters Score -337205.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -337259.968750 Penalty: 3958.261475
	Iteration 35Q: 3 clusters Score -337260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -337270.187500 Penalty: 3958.261475
	Iteration 36Q: 3 clusters Score -337270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -337273.468750 Penalty: 3958.261475
	Iteration 37Q: 3 clusters Score -337273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -337275.781250 Penalty: 3958.261475
	Iteration 38Q: 3 clusters Score -337275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -337276.906250 Penalty: 3958.261475
	Iteration 39Q: 3 clusters Score -337276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -337279.375000 Penalty: 3958.261475
	Iteration 40F: 3 clusters Score -337279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -337280.000000 Penalty: 3958.261475
	Iteration 41Q: 3 clusters Score -337280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -337280.000000 Penalty: 3958.261475
	Iteration 42F: 3 clusters Score -337280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 576 members 
Mstep: Class 36 contains 4724 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 1702 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 11334 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Mstep: Class 56 contains 7350 members 
Mstep: Class 57 contains 8685 members 
Mstep: Class 58 contains 12959 members 
Mstep: Class 59 contains 2049 members 
Mstep: Class 60 contains 4220 members 
Mstep: Class 61 contains 1221 members 
Entering Unmasked Estep 
Score: -133726144.000000 Penalty: 211481.671875
Splitting cluster 40 changes total score from -133707032.000000 to -133726144.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 41 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -609566.937500 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -609566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -604554.062500 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -604554.1 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -606045.375000 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -606045.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -606473.687500 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -606473.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -606884.187500 Penalty: 4310.725098
	Iteration 3F: 3 clusters Score -606884.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -607320.562500 Penalty: 4310.725098
	Iteration 4F: 3 clusters Score -607320.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -607732.500000 Penalty: 4310.725098
	Iteration 5F: 3 clusters Score -607732.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -608094.250000 Penalty: 4310.725098
	Iteration 6F: 3 clusters Score -608094.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -608403.500000 Penalty: 4310.725098
	Iteration 7F: 3 clusters Score -608403.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -608635.812500 Penalty: 4310.725098
	Iteration 8Q: 3 clusters Score -608635.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -608746.875000 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -608746.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -608837.375000 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -608837.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -608892.062500 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -608892.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -608927.250000 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -608927.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -608941.875000 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -608941.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -608949.562500 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -608949.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -608958.437500 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -608958.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -608960.437500 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -608960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -608963.000000 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -608963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -608965.625000 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -608965.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -608968.375000 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -608968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -608970.500000 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -608970.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -608972.312500 Penalty: 4310.725098
	Iteration 21Q: 3 clusters Score -608972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -608974.812500 Penalty: 4310.725098
	Iteration 22Q: 3 clusters Score -608974.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -608974.562500 Penalty: 4310.725098
	Iteration 23Q: 3 clusters Score -608974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -608977.062500 Penalty: 4310.725098
	Iteration 24Q: 3 clusters Score -608977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -608977.625000 Penalty: 4310.725098
	Iteration 25Q: 3 clusters Score -608977.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -608981.750000 Penalty: 4310.725098
	Iteration 26Q: 3 clusters Score -608981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -608981.937500 Penalty: 4310.725098
	Iteration 27Q: 3 clusters Score -608981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -608985.562500 Penalty: 4310.725098
	Iteration 28Q: 3 clusters Score -608985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -608986.062500 Penalty: 4310.725098
	Iteration 29Q: 3 clusters Score -608986.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -608988.750000 Penalty: 4310.725098
	Iteration 30Q: 3 clusters Score -608988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -608993.187500 Penalty: 4310.725098
	Iteration 31Q: 3 clusters Score -608993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -608998.062500 Penalty: 4310.725098
	Iteration 32Q: 3 clusters Score -608998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -609001.750000 Penalty: 4310.725098
	Iteration 33Q: 3 clusters Score -609001.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -609001.500000 Penalty: 4310.725098
	Iteration 34Q: 3 clusters Score -609001.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -609003.500000 Penalty: 4310.725098
	Iteration 35Q: 3 clusters Score -609003.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -609006.937500 Penalty: 4310.725098
	Iteration 36Q: 3 clusters Score -609006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -609010.750000 Penalty: 4310.725098
	Iteration 37Q: 3 clusters Score -609010.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -609015.187500 Penalty: 4310.725098
	Iteration 38Q: 3 clusters Score -609015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -609015.562500 Penalty: 4310.725098
	Iteration 39Q: 3 clusters Score -609015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -609013.250000 Penalty: 4310.725098
	Iteration 40F: 3 clusters Score -609013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -609013.750000 Penalty: 4310.725098
	Iteration 41Q: 3 clusters Score -609013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -609013.750000 Penalty: 4310.725098
	Iteration 42F: 3 clusters Score -609013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Entering Unmasked Estep 
Score: -1293972.875000 Penalty: 2315.219482
	Iteration 0F: 2 clusters Score -1293973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1285480.000000 Penalty: 4630.438965
	Iteration 0F: 3 clusters Score -1285480 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1288276.250000 Penalty: 4630.438965
	Iteration 1F: 3 clusters Score -1288276 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1288767.250000 Penalty: 4630.438965
	Iteration 2F: 3 clusters Score -1288767 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1289291.375000 Penalty: 4630.438965
	Iteration 3F: 3 clusters Score -1289291 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1290069.000000 Penalty: 4630.438965
	Iteration 4F: 3 clusters Score -1290069 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1290845.125000 Penalty: 4630.438965
	Iteration 5F: 3 clusters Score -1290845 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1291409.500000 Penalty: 4630.438965
	Iteration 6F: 3 clusters Score -1291410 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1291758.375000 Penalty: 4630.438965
	Iteration 7F: 3 clusters Score -1291758 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1292007.625000 Penalty: 4630.438965
	Iteration 8Q: 3 clusters Score -1292008 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1292184.250000 Penalty: 4630.438965
	Iteration 9Q: 3 clusters Score -1292184 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1292325.750000 Penalty: 4630.438965
	Iteration 10Q: 3 clusters Score -1292326 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1292461.750000 Penalty: 4630.438965
	Iteration 11Q: 3 clusters Score -1292462 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1292598.125000 Penalty: 4630.438965
	Iteration 12Q: 3 clusters Score -1292598 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1292723.750000 Penalty: 4630.438965
	Iteration 13Q: 3 clusters Score -1292724 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1292851.500000 Penalty: 4630.438965
	Iteration 14Q: 3 clusters Score -1292852 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1292958.000000 Penalty: 4630.438965
	Iteration 15Q: 3 clusters Score -1292958 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1293072.000000 Penalty: 4630.438965
	Iteration 16Q: 3 clusters Score -1293072 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1293179.125000 Penalty: 4630.438965
	Iteration 17Q: 3 clusters Score -1293179 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1293294.000000 Penalty: 4630.438965
	Iteration 18Q: 3 clusters Score -1293294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1293417.000000 Penalty: 4630.438965
	Iteration 19Q: 3 clusters Score -1293417 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1293543.625000 Penalty: 4630.438965
	Iteration 20F: 3 clusters Score -1293544 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1293678.125000 Penalty: 4630.438965
	Iteration 21Q: 3 clusters Score -1293678 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1293868.625000 Penalty: 4630.438965
	Iteration 22Q: 3 clusters Score -1293869 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1294140.500000 Penalty: 4630.438965
	Iteration 23Q: 3 clusters Score -1294140 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1294652.375000 Penalty: 4630.438965
	Iteration 24Q: 3 clusters Score -1294652 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1295852.375000 Penalty: 4630.438965
	Iteration 25Q: 3 clusters Score -1295852 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1297322.125000 Penalty: 4630.438965
	Iteration 26Q: 3 clusters Score -1297322 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1297853.375000 Penalty: 4630.438965
	Iteration 27Q: 3 clusters Score -1297853 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1297903.500000 Penalty: 4630.438965
	Iteration 28Q: 3 clusters Score -1297904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1297917.125000 Penalty: 4630.438965
	Iteration 29Q: 3 clusters Score -1297917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1297916.375000 Penalty: 4630.438965
	Iteration 30Q: 3 clusters Score -1297916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1297919.250000 Penalty: 4630.438965
	Iteration 31Q: 3 clusters Score -1297919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1297919.125000 Penalty: 4630.438965
	Iteration 32Q: 3 clusters Score -1297919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1297919.125000 Penalty: 4630.438965
	Iteration 33Q: 3 clusters Score -1297919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1297920.875000 Penalty: 4630.438965
	Iteration 34F: 3 clusters Score -1297921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1297920.875000 Penalty: 4630.438965
	Iteration 35Q: 3 clusters Score -1297921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1297920.875000 Penalty: 4630.438965
	Iteration 36F: 3 clusters Score -1297921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 576 members 
Mstep: Class 36 contains 4724 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 1702 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 5817 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Mstep: Class 56 contains 7350 members 
Mstep: Class 57 contains 8685 members 
Mstep: Class 58 contains 12959 members 
Mstep: Class 59 contains 2049 members 
Mstep: Class 60 contains 4220 members 
Mstep: Class 61 contains 1221 members 
Mstep: Class 62 contains 5517 members 
Entering Unmasked Estep 
Score: -133728592.000000 Penalty: 214948.578125
Splitting cluster 42 changes total score from -133707032.000000 to -133728592.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 43 (25313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Entering Unmasked Estep 
Score: -2956684.000000 Penalty: 2514.490234
	Iteration 0F: 2 clusters Score -2956684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2939239.750000 Penalty: 5028.980469
	Iteration 0F: 3 clusters Score -2939240 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2945346.750000 Penalty: 5028.980469
	Iteration 1F: 3 clusters Score -2945347 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2945793.250000 Penalty: 5028.980469
	Iteration 2F: 3 clusters Score -2945793 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2946126.750000 Penalty: 5028.980469
	Iteration 3Q: 3 clusters Score -2946127 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2946427.000000 Penalty: 5028.980469
	Iteration 4Q: 3 clusters Score -2946427 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2946704.000000 Penalty: 5028.980469
	Iteration 5Q: 3 clusters Score -2946704 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2946959.250000 Penalty: 5028.980469
	Iteration 6Q: 3 clusters Score -2946959 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2947199.250000 Penalty: 5028.980469
	Iteration 7Q: 3 clusters Score -2947199 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2947405.250000 Penalty: 5028.980469
	Iteration 8Q: 3 clusters Score -2947405 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2947603.500000 Penalty: 5028.980469
	Iteration 9Q: 3 clusters Score -2947604 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2947832.750000 Penalty: 5028.980469
	Iteration 10Q: 3 clusters Score -2947833 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2948088.250000 Penalty: 5028.980469
	Iteration 11Q: 3 clusters Score -2948088 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2948421.500000 Penalty: 5028.980469
	Iteration 12Q: 3 clusters Score -2948422 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2948833.500000 Penalty: 5028.980469
	Iteration 13Q: 3 clusters Score -2948834 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2949287.000000 Penalty: 5028.980469
	Iteration 14Q: 3 clusters Score -2949287 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2949806.750000 Penalty: 5028.980469
	Iteration 15Q: 3 clusters Score -2949807 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2950300.250000 Penalty: 5028.980469
	Iteration 16Q: 3 clusters Score -2950300 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2950670.500000 Penalty: 5028.980469
	Iteration 17Q: 3 clusters Score -2950670 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2950887.500000 Penalty: 5028.980469
	Iteration 18Q: 3 clusters Score -2950888 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2951004.250000 Penalty: 5028.980469
	Iteration 19Q: 3 clusters Score -2951004 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2951082.750000 Penalty: 5028.980469
	Iteration 20F: 3 clusters Score -2951083 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2951136.750000 Penalty: 5028.980469
	Iteration 21Q: 3 clusters Score -2951137 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2951166.000000 Penalty: 5028.980469
	Iteration 22Q: 3 clusters Score -2951166 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2951191.000000 Penalty: 5028.980469
	Iteration 23Q: 3 clusters Score -2951191 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2951210.250000 Penalty: 5028.980469
	Iteration 24Q: 3 clusters Score -2951210 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2951227.500000 Penalty: 5028.980469
	Iteration 25Q: 3 clusters Score -2951228 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2951251.750000 Penalty: 5028.980469
	Iteration 26Q: 3 clusters Score -2951252 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2951263.250000 Penalty: 5028.980469
	Iteration 27Q: 3 clusters Score -2951263 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2951274.500000 Penalty: 5028.980469
	Iteration 28Q: 3 clusters Score -2951274 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2951299.500000 Penalty: 5028.980469
	Iteration 29Q: 3 clusters Score -2951300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2951319.250000 Penalty: 5028.980469
	Iteration 30Q: 3 clusters Score -2951319 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2951332.750000 Penalty: 5028.980469
	Iteration 31Q: 3 clusters Score -2951333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2951355.750000 Penalty: 5028.980469
	Iteration 32Q: 3 clusters Score -2951356 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2951363.250000 Penalty: 5028.980469
	Iteration 33Q: 3 clusters Score -2951363 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2951387.500000 Penalty: 5028.980469
	Iteration 34Q: 3 clusters Score -2951388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2951415.250000 Penalty: 5028.980469
	Iteration 35Q: 3 clusters Score -2951415 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2951423.250000 Penalty: 5028.980469
	Iteration 36Q: 3 clusters Score -2951423 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2951442.250000 Penalty: 5028.980469
	Iteration 37Q: 3 clusters Score -2951442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2951454.000000 Penalty: 5028.980469
	Iteration 38Q: 3 clusters Score -2951454 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2951470.500000 Penalty: 5028.980469
	Iteration 39Q: 3 clusters Score -2951470 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2951502.750000 Penalty: 5028.980469
	Iteration 40F: 3 clusters Score -2951503 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2951525.750000 Penalty: 5028.980469
	Iteration 41Q: 3 clusters Score -2951526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2951549.500000 Penalty: 5028.980469
	Iteration 42Q: 3 clusters Score -2951550 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2951586.500000 Penalty: 5028.980469
	Iteration 43Q: 3 clusters Score -2951586 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2951627.500000 Penalty: 5028.980469
	Iteration 44Q: 3 clusters Score -2951628 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2951657.000000 Penalty: 5028.980469
	Iteration 45Q: 3 clusters Score -2951657 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2951679.250000 Penalty: 5028.980469
	Iteration 46Q: 3 clusters Score -2951679 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2951701.250000 Penalty: 5028.980469
	Iteration 47Q: 3 clusters Score -2951701 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2951756.750000 Penalty: 5028.980469
	Iteration 48Q: 3 clusters Score -2951757 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2951788.750000 Penalty: 5028.980469
	Iteration 49Q: 3 clusters Score -2951789 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2951823.250000 Penalty: 5028.980469
	Iteration 50Q: 3 clusters Score -2951823 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2951859.000000 Penalty: 5028.980469
	Iteration 51Q: 3 clusters Score -2951859 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2951911.250000 Penalty: 5028.980469
	Iteration 52Q: 3 clusters Score -2951911 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2951962.500000 Penalty: 5028.980469
	Iteration 53Q: 3 clusters Score -2951962 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2952029.250000 Penalty: 5028.980469
	Iteration 54Q: 3 clusters Score -2952029 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2952101.500000 Penalty: 5028.980469
	Iteration 55Q: 3 clusters Score -2952102 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2952192.000000 Penalty: 5028.980469
	Iteration 56Q: 3 clusters Score -2952192 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2952272.500000 Penalty: 5028.980469
	Iteration 57Q: 3 clusters Score -2952272 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2952370.000000 Penalty: 5028.980469
	Iteration 58Q: 3 clusters Score -2952370 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2952461.750000 Penalty: 5028.980469
	Iteration 59Q: 3 clusters Score -2952462 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2952534.500000 Penalty: 5028.980469
	Iteration 60F: 3 clusters Score -2952534 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2952625.000000 Penalty: 5028.980469
	Iteration 61Q: 3 clusters Score -2952625 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2952715.500000 Penalty: 5028.980469
	Iteration 62Q: 3 clusters Score -2952716 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2952789.500000 Penalty: 5028.980469
	Iteration 63Q: 3 clusters Score -2952790 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2952875.500000 Penalty: 5028.980469
	Iteration 64Q: 3 clusters Score -2952876 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2952967.750000 Penalty: 5028.980469
	Iteration 65Q: 3 clusters Score -2952968 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2953069.000000 Penalty: 5028.980469
	Iteration 66Q: 3 clusters Score -2953069 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2953169.000000 Penalty: 5028.980469
	Iteration 67Q: 3 clusters Score -2953169 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2953265.250000 Penalty: 5028.980469
	Iteration 68Q: 3 clusters Score -2953265 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2953370.250000 Penalty: 5028.980469
	Iteration 69Q: 3 clusters Score -2953370 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2953484.750000 Penalty: 5028.980469
	Iteration 70Q: 3 clusters Score -2953485 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2953578.750000 Penalty: 5028.980469
	Iteration 71Q: 3 clusters Score -2953579 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2953671.500000 Penalty: 5028.980469
	Iteration 72Q: 3 clusters Score -2953672 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2953778.250000 Penalty: 5028.980469
	Iteration 73Q: 3 clusters Score -2953778 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2953855.000000 Penalty: 5028.980469
	Iteration 74Q: 3 clusters Score -2953855 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2953963.250000 Penalty: 5028.980469
	Iteration 75Q: 3 clusters Score -2953963 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2954055.750000 Penalty: 5028.980469
	Iteration 76Q: 3 clusters Score -2954056 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2954117.000000 Penalty: 5028.980469
	Iteration 77Q: 3 clusters Score -2954117 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2954169.750000 Penalty: 5028.980469
	Iteration 78Q: 3 clusters Score -2954170 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2954229.250000 Penalty: 5028.980469
	Iteration 79Q: 3 clusters Score -2954229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2954268.000000 Penalty: 5028.980469
	Iteration 80F: 3 clusters Score -2954268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2954316.250000 Penalty: 5028.980469
	Iteration 81Q: 3 clusters Score -2954316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2954361.500000 Penalty: 5028.980469
	Iteration 82Q: 3 clusters Score -2954362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2954385.000000 Penalty: 5028.980469
	Iteration 83Q: 3 clusters Score -2954385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2954398.750000 Penalty: 5028.980469
	Iteration 84Q: 3 clusters Score -2954399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2954415.250000 Penalty: 5028.980469
	Iteration 85Q: 3 clusters Score -2954415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2954433.500000 Penalty: 5028.980469
	Iteration 86Q: 3 clusters Score -2954434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2954434.750000 Penalty: 5028.980469
	Iteration 87Q: 3 clusters Score -2954435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2954440.000000 Penalty: 5028.980469
	Iteration 88Q: 3 clusters Score -2954440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2954449.250000 Penalty: 5028.980469
	Iteration 89Q: 3 clusters Score -2954449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2954452.250000 Penalty: 5028.980469
	Iteration 90Q: 3 clusters Score -2954452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2954457.500000 Penalty: 5028.980469
	Iteration 91Q: 3 clusters Score -2954458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2954462.500000 Penalty: 5028.980469
	Iteration 92Q: 3 clusters Score -2954462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2954464.750000 Penalty: 5028.980469
	Iteration 93Q: 3 clusters Score -2954465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2954470.000000 Penalty: 5028.980469
	Iteration 94Q: 3 clusters Score -2954470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2954470.750000 Penalty: 5028.980469
	Iteration 95Q: 3 clusters Score -2954471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2954470.000000 Penalty: 5028.980469
	Iteration 96Q: 3 clusters Score -2954470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2954476.250000 Penalty: 5028.980469
	Iteration 97Q: 3 clusters Score -2954476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2954473.000000 Penalty: 5028.980469
	Iteration 98Q: 3 clusters Score -2954473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2954472.500000 Penalty: 5028.980469
	Iteration 99Q: 3 clusters Score -2954472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2954476.250000 Penalty: 5028.980469
	Iteration 100F: 3 clusters Score -2954476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2954474.250000 Penalty: 5028.980469
	Iteration 101Q: 3 clusters Score -2954474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2954478.750000 Penalty: 5028.980469
	Iteration 102Q: 3 clusters Score -2954479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2954479.250000 Penalty: 5028.980469
	Iteration 103Q: 3 clusters Score -2954479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2954480.750000 Penalty: 5028.980469
	Iteration 104Q: 3 clusters Score -2954481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2954479.250000 Penalty: 5028.980469
	Iteration 105Q: 3 clusters Score -2954479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2954481.250000 Penalty: 5028.980469
	Iteration 106Q: 3 clusters Score -2954481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2954481.250000 Penalty: 5028.980469
	Iteration 107F: 3 clusters Score -2954481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -640476.437500 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -640476.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -635570.187500 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -635570.2 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -636884.687500 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -636884.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -637262.375000 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -637262.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -637644.437500 Penalty: 4283.653320
	Iteration 3F: 3 clusters Score -637644.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -638009.750000 Penalty: 4283.653320
	Iteration 4F: 3 clusters Score -638009.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -638272.750000 Penalty: 4283.653320
	Iteration 5F: 3 clusters Score -638272.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -638432.312500 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -638432.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -638548.687500 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -638548.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -638619.750000 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -638619.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -638665.562500 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -638665.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -638691.437500 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -638691.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -638707.875000 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -638707.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -638718.000000 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -638718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -638730.750000 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -638730.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -638739.437500 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -638739.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -638745.875000 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -638745.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -638748.812500 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -638748.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -638752.562500 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -638752.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -638755.187500 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -638755.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -638757.750000 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -638757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -638757.125000 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -638757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -638760.187500 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -638760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -638761.875000 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -638761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -638761.812500 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -638761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -638762.062500 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -638762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -638762.875000 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -638762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -638762.937500 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -638762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -638765.562500 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -638765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -638766.375000 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -638766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -638766.187500 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -638766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -638767.750000 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -638767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -638768.500000 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -638768.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -638769.625000 Penalty: 4283.653320
	Iteration 32Q: 3 clusters Score -638769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -638770.812500 Penalty: 4283.653320
	Iteration 33Q: 3 clusters Score -638770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -638770.812500 Penalty: 4283.653320
	Iteration 34F: 3 clusters Score -638770.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Entering Unmasked Estep 
Score: -738356.062500 Penalty: 2172.592285
	Iteration 0F: 2 clusters Score -738356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -732921.000000 Penalty: 4345.184570
	Iteration 0F: 3 clusters Score -732921 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -734306.375000 Penalty: 4345.184570
	Iteration 1F: 3 clusters Score -734306.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -734539.750000 Penalty: 4345.184570
	Iteration 2F: 3 clusters Score -734539.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -734704.687500 Penalty: 4345.184570
	Iteration 3Q: 3 clusters Score -734704.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -734840.125000 Penalty: 4345.184570
	Iteration 4Q: 3 clusters Score -734840.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -734943.625000 Penalty: 4345.184570
	Iteration 5Q: 3 clusters Score -734943.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -735055.625000 Penalty: 4345.184570
	Iteration 6Q: 3 clusters Score -735055.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -735177.312500 Penalty: 4345.184570
	Iteration 7Q: 3 clusters Score -735177.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -735296.000000 Penalty: 4345.184570
	Iteration 8Q: 3 clusters Score -735296 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -735398.187500 Penalty: 4345.184570
	Iteration 9Q: 3 clusters Score -735398.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -735503.875000 Penalty: 4345.184570
	Iteration 10Q: 3 clusters Score -735503.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -735614.625000 Penalty: 4345.184570
	Iteration 11Q: 3 clusters Score -735614.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -735716.250000 Penalty: 4345.184570
	Iteration 12Q: 3 clusters Score -735716.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -735819.687500 Penalty: 4345.184570
	Iteration 13Q: 3 clusters Score -735819.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -735908.437500 Penalty: 4345.184570
	Iteration 14Q: 3 clusters Score -735908.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -735988.312500 Penalty: 4345.184570
	Iteration 15Q: 3 clusters Score -735988.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -736076.687500 Penalty: 4345.184570
	Iteration 16Q: 3 clusters Score -736076.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -736155.687500 Penalty: 4345.184570
	Iteration 17Q: 3 clusters Score -736155.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -736246.437500 Penalty: 4345.184570
	Iteration 18Q: 3 clusters Score -736246.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -736377.562500 Penalty: 4345.184570
	Iteration 19Q: 3 clusters Score -736377.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -736580.000000 Penalty: 4345.184570
	Iteration 20F: 3 clusters Score -736580 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -736860.437500 Penalty: 4345.184570
	Iteration 21Q: 3 clusters Score -736860.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -737195.062500 Penalty: 4345.184570
	Iteration 22Q: 3 clusters Score -737195.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -737498.312500 Penalty: 4345.184570
	Iteration 23Q: 3 clusters Score -737498.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -737689.000000 Penalty: 4345.184570
	Iteration 24Q: 3 clusters Score -737689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -737781.312500 Penalty: 4345.184570
	Iteration 25Q: 3 clusters Score -737781.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -737823.500000 Penalty: 4345.184570
	Iteration 26Q: 3 clusters Score -737823.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -737852.562500 Penalty: 4345.184570
	Iteration 27Q: 3 clusters Score -737852.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -737860.625000 Penalty: 4345.184570
	Iteration 28Q: 3 clusters Score -737860.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -737864.750000 Penalty: 4345.184570
	Iteration 29Q: 3 clusters Score -737864.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -737867.187500 Penalty: 4345.184570
	Iteration 30Q: 3 clusters Score -737867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -737867.687500 Penalty: 4345.184570
	Iteration 31Q: 3 clusters Score -737867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -737869.187500 Penalty: 4345.184570
	Iteration 32Q: 3 clusters Score -737869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -737868.000000 Penalty: 4345.184570
	Iteration 33Q: 3 clusters Score -737868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -737868.000000 Penalty: 4345.184570
	Iteration 34F: 3 clusters Score -737868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -69318.460938 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -69318.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67693.515625 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -67693.52 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68185.554688 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -68185.55 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68651.695312 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -68651.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69045.453125 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -69045.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69376.562500 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -69376.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69543.687500 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -69543.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69642.195312 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -69642.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69685.398438 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -69685.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69708.882812 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -69708.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69710.250000 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -69710.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69710.250000 Penalty: 3273.535889
	Iteration 10F: 3 clusters Score -69710.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 576 members 
Mstep: Class 36 contains 4724 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 1702 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 5817 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 10450 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Mstep: Class 56 contains 7350 members 
Mstep: Class 57 contains 8685 members 
Mstep: Class 58 contains 12959 members 
Mstep: Class 59 contains 2049 members 
Mstep: Class 60 contains 4220 members 
Mstep: Class 61 contains 1221 members 
Mstep: Class 62 contains 5517 members 
Mstep: Class 63 contains 401 members 
Entering Unmasked Estep 
Score: -133727064.000000 Penalty: 218415.500000
Splitting cluster 47 changes total score from -133707032.000000 to -133727064.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 48 (5519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Entering Unmasked Estep 
Score: -634733.562500 Penalty: 2136.755859
	Iteration 0F: 2 clusters Score -634733.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -629897.375000 Penalty: 4273.511719
	Iteration 0F: 3 clusters Score -629897.4 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -631077.750000 Penalty: 4273.511719
	Iteration 1F: 3 clusters Score -631077.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -631305.062500 Penalty: 4273.511719
	Iteration 2F: 3 clusters Score -631305.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -631452.187500 Penalty: 4273.511719
	Iteration 3Q: 3 clusters Score -631452.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -631583.687500 Penalty: 4273.511719
	Iteration 4Q: 3 clusters Score -631583.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -631698.125000 Penalty: 4273.511719
	Iteration 5Q: 3 clusters Score -631698.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -631813.000000 Penalty: 4273.511719
	Iteration 6Q: 3 clusters Score -631813 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -631925.312500 Penalty: 4273.511719
	Iteration 7Q: 3 clusters Score -631925.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -632042.562500 Penalty: 4273.511719
	Iteration 8Q: 3 clusters Score -632042.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -632164.500000 Penalty: 4273.511719
	Iteration 9Q: 3 clusters Score -632164.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -632290.812500 Penalty: 4273.511719
	Iteration 10Q: 3 clusters Score -632290.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -632425.812500 Penalty: 4273.511719
	Iteration 11Q: 3 clusters Score -632425.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -632540.500000 Penalty: 4273.511719
	Iteration 12Q: 3 clusters Score -632540.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -632633.562500 Penalty: 4273.511719
	Iteration 13Q: 3 clusters Score -632633.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -632714.375000 Penalty: 4273.511719
	Iteration 14Q: 3 clusters Score -632714.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -632775.562500 Penalty: 4273.511719
	Iteration 15Q: 3 clusters Score -632775.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -632831.062500 Penalty: 4273.511719
	Iteration 16Q: 3 clusters Score -632831.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -632877.187500 Penalty: 4273.511719
	Iteration 17Q: 3 clusters Score -632877.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -632906.000000 Penalty: 4273.511719
	Iteration 18Q: 3 clusters Score -632906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -632927.562500 Penalty: 4273.511719
	Iteration 19Q: 3 clusters Score -632927.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -632950.375000 Penalty: 4273.511719
	Iteration 20F: 3 clusters Score -632950.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -632967.562500 Penalty: 4273.511719
	Iteration 21Q: 3 clusters Score -632967.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -632980.000000 Penalty: 4273.511719
	Iteration 22Q: 3 clusters Score -632980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -632990.812500 Penalty: 4273.511719
	Iteration 23Q: 3 clusters Score -632990.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -633000.500000 Penalty: 4273.511719
	Iteration 24Q: 3 clusters Score -633000.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -633008.437500 Penalty: 4273.511719
	Iteration 25Q: 3 clusters Score -633008.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -633016.750000 Penalty: 4273.511719
	Iteration 26Q: 3 clusters Score -633016.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -633022.062500 Penalty: 4273.511719
	Iteration 27Q: 3 clusters Score -633022.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -633027.062500 Penalty: 4273.511719
	Iteration 28Q: 3 clusters Score -633027.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -633029.500000 Penalty: 4273.511719
	Iteration 29Q: 3 clusters Score -633029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -633031.312500 Penalty: 4273.511719
	Iteration 30Q: 3 clusters Score -633031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -633033.000000 Penalty: 4273.511719
	Iteration 31Q: 3 clusters Score -633033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -633035.625000 Penalty: 4273.511719
	Iteration 32Q: 3 clusters Score -633035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -633037.625000 Penalty: 4273.511719
	Iteration 33Q: 3 clusters Score -633037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -633040.937500 Penalty: 4273.511719
	Iteration 34Q: 3 clusters Score -633040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -633043.937500 Penalty: 4273.511719
	Iteration 35Q: 3 clusters Score -633043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -633048.125000 Penalty: 4273.511719
	Iteration 36Q: 3 clusters Score -633048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -633051.625000 Penalty: 4273.511719
	Iteration 37Q: 3 clusters Score -633051.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -633053.750000 Penalty: 4273.511719
	Iteration 38Q: 3 clusters Score -633053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -633055.312500 Penalty: 4273.511719
	Iteration 39Q: 3 clusters Score -633055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -633056.625000 Penalty: 4273.511719
	Iteration 40F: 3 clusters Score -633056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -633057.500000 Penalty: 4273.511719
	Iteration 41Q: 3 clusters Score -633057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -633059.187500 Penalty: 4273.511719
	Iteration 42Q: 3 clusters Score -633059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -633059.312500 Penalty: 4273.511719
	Iteration 43Q: 3 clusters Score -633059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -633060.687500 Penalty: 4273.511719
	Iteration 44Q: 3 clusters Score -633060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -633060.375000 Penalty: 4273.511719
	Iteration 45Q: 3 clusters Score -633060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -633061.625000 Penalty: 4273.511719
	Iteration 46Q: 3 clusters Score -633061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -633064.312500 Penalty: 4273.511719
	Iteration 47Q: 3 clusters Score -633064.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -633066.062500 Penalty: 4273.511719
	Iteration 48Q: 3 clusters Score -633066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -633068.062500 Penalty: 4273.511719
	Iteration 49Q: 3 clusters Score -633068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -633069.875000 Penalty: 4273.511719
	Iteration 50Q: 3 clusters Score -633069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -633072.187500 Penalty: 4273.511719
	Iteration 51Q: 3 clusters Score -633072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -633073.812500 Penalty: 4273.511719
	Iteration 52Q: 3 clusters Score -633073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -633074.687500 Penalty: 4273.511719
	Iteration 53Q: 3 clusters Score -633074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -633075.625000 Penalty: 4273.511719
	Iteration 54Q: 3 clusters Score -633075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -633075.750000 Penalty: 4273.511719
	Iteration 55Q: 3 clusters Score -633075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -633076.062500 Penalty: 4273.511719
	Iteration 56Q: 3 clusters Score -633076.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -633076.875000 Penalty: 4273.511719
	Iteration 57Q: 3 clusters Score -633076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -633078.000000 Penalty: 4273.511719
	Iteration 58Q: 3 clusters Score -633078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -633080.312500 Penalty: 4273.511719
	Iteration 59Q: 3 clusters Score -633080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -633080.375000 Penalty: 4273.511719
	Iteration 60F: 3 clusters Score -633080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -633081.812500 Penalty: 4273.511719
	Iteration 61Q: 3 clusters Score -633081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -633084.312500 Penalty: 4273.511719
	Iteration 62Q: 3 clusters Score -633084.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -633084.250000 Penalty: 4273.511719
	Iteration 63Q: 3 clusters Score -633084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -633085.937500 Penalty: 4273.511719
	Iteration 64Q: 3 clusters Score -633085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -633087.000000 Penalty: 4273.511719
	Iteration 65Q: 3 clusters Score -633087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -633089.687500 Penalty: 4273.511719
	Iteration 66Q: 3 clusters Score -633089.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -633091.875000 Penalty: 4273.511719
	Iteration 67Q: 3 clusters Score -633091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -633094.000000 Penalty: 4273.511719
	Iteration 68Q: 3 clusters Score -633094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -633095.000000 Penalty: 4273.511719
	Iteration 69Q: 3 clusters Score -633095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -633096.500000 Penalty: 4273.511719
	Iteration 70Q: 3 clusters Score -633096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -633096.875000 Penalty: 4273.511719
	Iteration 71Q: 3 clusters Score -633096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -633096.125000 Penalty: 4273.511719
	Iteration 72Q: 3 clusters Score -633096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -633097.937500 Penalty: 4273.511719
	Iteration 73Q: 3 clusters Score -633097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -633097.375000 Penalty: 4273.511719
	Iteration 74Q: 3 clusters Score -633097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -633097.375000 Penalty: 4273.511719
	Iteration 75F: 3 clusters Score -633097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (10450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Entering Unmasked Estep 
Score: -1204274.250000 Penalty: 2295.080566
	Iteration 0F: 2 clusters Score -1204274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1196301.375000 Penalty: 4590.161133
	Iteration 0F: 3 clusters Score -1196301 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1198769.125000 Penalty: 4590.161133
	Iteration 1F: 3 clusters Score -1198769 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1199214.375000 Penalty: 4590.161133
	Iteration 2F: 3 clusters Score -1199214 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1199574.250000 Penalty: 4590.161133
	Iteration 3F: 3 clusters Score -1199574 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1199898.125000 Penalty: 4590.161133
	Iteration 4F: 3 clusters Score -1199898 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1200184.250000 Penalty: 4590.161133
	Iteration 5Q: 3 clusters Score -1200184 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1200408.500000 Penalty: 4590.161133
	Iteration 6Q: 3 clusters Score -1200408 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1200625.750000 Penalty: 4590.161133
	Iteration 7Q: 3 clusters Score -1200626 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1200812.375000 Penalty: 4590.161133
	Iteration 8Q: 3 clusters Score -1200812 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1200964.875000 Penalty: 4590.161133
	Iteration 9Q: 3 clusters Score -1200965 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1201103.250000 Penalty: 4590.161133
	Iteration 10Q: 3 clusters Score -1201103 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1201219.625000 Penalty: 4590.161133
	Iteration 11Q: 3 clusters Score -1201220 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1201321.125000 Penalty: 4590.161133
	Iteration 12Q: 3 clusters Score -1201321 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1201433.875000 Penalty: 4590.161133
	Iteration 13Q: 3 clusters Score -1201434 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1201561.875000 Penalty: 4590.161133
	Iteration 14Q: 3 clusters Score -1201562 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1201698.250000 Penalty: 4590.161133
	Iteration 15Q: 3 clusters Score -1201698 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1201816.875000 Penalty: 4590.161133
	Iteration 16Q: 3 clusters Score -1201817 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1201968.375000 Penalty: 4590.161133
	Iteration 17Q: 3 clusters Score -1201968 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1202159.500000 Penalty: 4590.161133
	Iteration 18Q: 3 clusters Score -1202160 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1202414.750000 Penalty: 4590.161133
	Iteration 19Q: 3 clusters Score -1202415 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1202760.375000 Penalty: 4590.161133
	Iteration 20F: 3 clusters Score -1202760 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1203244.625000 Penalty: 4590.161133
	Iteration 21Q: 3 clusters Score -1203245 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1203770.500000 Penalty: 4590.161133
	Iteration 22Q: 3 clusters Score -1203770 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1204167.500000 Penalty: 4590.161133
	Iteration 23Q: 3 clusters Score -1204168 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1204395.375000 Penalty: 4590.161133
	Iteration 24Q: 3 clusters Score -1204395 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1204456.625000 Penalty: 4590.161133
	Iteration 25Q: 3 clusters Score -1204457 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1204485.625000 Penalty: 4590.161133
	Iteration 26Q: 3 clusters Score -1204486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1204495.125000 Penalty: 4590.161133
	Iteration 27Q: 3 clusters Score -1204495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1204506.625000 Penalty: 4590.161133
	Iteration 28Q: 3 clusters Score -1204507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1204507.125000 Penalty: 4590.161133
	Iteration 29Q: 3 clusters Score -1204507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1204510.125000 Penalty: 4590.161133
	Iteration 30Q: 3 clusters Score -1204510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1204514.750000 Penalty: 4590.161133
	Iteration 31Q: 3 clusters Score -1204515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1204517.000000 Penalty: 4590.161133
	Iteration 32Q: 3 clusters Score -1204517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1204521.875000 Penalty: 4590.161133
	Iteration 33Q: 3 clusters Score -1204522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1204522.875000 Penalty: 4590.161133
	Iteration 34Q: 3 clusters Score -1204523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1204522.125000 Penalty: 4590.161133
	Iteration 35Q: 3 clusters Score -1204522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1204521.000000 Penalty: 4590.161133
	Iteration 36Q: 3 clusters Score -1204521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1204519.875000 Penalty: 4590.161133
	Iteration 37Q: 3 clusters Score -1204520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1204523.125000 Penalty: 4590.161133
	Iteration 38Q: 3 clusters Score -1204523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1204524.000000 Penalty: 4590.161133
	Iteration 39Q: 3 clusters Score -1204524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1204524.000000 Penalty: 4590.161133
	Iteration 40F: 3 clusters Score -1204524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 576 members 
Mstep: Class 36 contains 4724 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 1702 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 5817 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 3919 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Mstep: Class 56 contains 7350 members 
Mstep: Class 57 contains 8685 members 
Mstep: Class 58 contains 12959 members 
Mstep: Class 59 contains 2049 members 
Mstep: Class 60 contains 4220 members 
Mstep: Class 61 contains 1221 members 
Mstep: Class 62 contains 5517 members 
Mstep: Class 63 contains 401 members 
Mstep: Class 64 contains 6531 members 
Entering Unmasked Estep 
Score: -133726104.000000 Penalty: 221882.406250
Splitting cluster 49 changes total score from -133707032.000000 to -133726104.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 50 (188482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188482 members 
Entering Unmasked Estep 
Score: -22232522.000000 Penalty: 3012.395996
	Iteration 0F: 2 clusters Score -2.223252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -22109062.000000 Penalty: 6024.791992
	Iteration 0F: 3 clusters Score -2.210906e+07 nChanged 90557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91684 members 
Mstep: Class 2 contains 96798 members 
Entering Unmasked Estep 
Score: -22162814.000000 Penalty: 6024.791992
	Iteration 1F: 3 clusters Score -2.216281e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -22165194.000000 Penalty: 6024.791992
	Iteration 2Q: 3 clusters Score -2.216519e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 101990 members 
Entering Unmasked Estep 
Score: -22168462.000000 Penalty: 6024.791992
	Iteration 3Q: 3 clusters Score -2.216846e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 106893 members 
Entering Unmasked Estep 
Score: -22172850.000000 Penalty: 6024.791992
	Iteration 4F: 3 clusters Score -2.217285e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -22178766.000000 Penalty: 6024.791992
	Iteration 5F: 3 clusters Score -2.217877e+07 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 121643 members 
Entering Unmasked Estep 
Score: -22185752.000000 Penalty: 6024.791992
	Iteration 6F: 3 clusters Score -2.218575e+07 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 130091 members 
Entering Unmasked Estep 
Score: -22192724.000000 Penalty: 6024.791992
	Iteration 7F: 3 clusters Score -2.219272e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 138161 members 
Entering Unmasked Estep 
Score: -22198600.000000 Penalty: 6024.791992
	Iteration 8F: 3 clusters Score -2.21986e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 145703 members 
Entering Unmasked Estep 
Score: -22204012.000000 Penalty: 6024.791992
	Iteration 9Q: 3 clusters Score -2.220401e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 152563 members 
Entering Unmasked Estep 
Score: -22209286.000000 Penalty: 6024.791992
	Iteration 10Q: 3 clusters Score -2.220929e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 158407 members 
Entering Unmasked Estep 
Score: -22213968.000000 Penalty: 6024.791992
	Iteration 11Q: 3 clusters Score -2.221397e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 163212 members 
Entering Unmasked Estep 
Score: -22217718.000000 Penalty: 6024.791992
	Iteration 12Q: 3 clusters Score -2.221772e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 167197 members 
Entering Unmasked Estep 
Score: -22220634.000000 Penalty: 6024.791992
	Iteration 13Q: 3 clusters Score -2.222063e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 170637 members 
Entering Unmasked Estep 
Score: -22222980.000000 Penalty: 6024.791992
	Iteration 14Q: 3 clusters Score -2.222298e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 173647 members 
Entering Unmasked Estep 
Score: -22224836.000000 Penalty: 6024.791992
	Iteration 15Q: 3 clusters Score -2.222484e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 176234 members 
Entering Unmasked Estep 
Score: -22226212.000000 Penalty: 6024.791992
	Iteration 16Q: 3 clusters Score -2.222621e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 178443 members 
Entering Unmasked Estep 
Score: -22227508.000000 Penalty: 6024.791992
	Iteration 17Q: 3 clusters Score -2.222751e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 180220 members 
Entering Unmasked Estep 
Score: -22228512.000000 Penalty: 6024.791992
	Iteration 18Q: 3 clusters Score -2.222851e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 181647 members 
Entering Unmasked Estep 
Score: -22229198.000000 Penalty: 6024.791992
	Iteration 19Q: 3 clusters Score -2.22292e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 182734 members 
Entering Unmasked Estep 
Score: -22229694.000000 Penalty: 6024.791992
	Iteration 20F: 3 clusters Score -2.222969e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 183597 members 
Entering Unmasked Estep 
Score: -22230166.000000 Penalty: 6024.791992
	Iteration 21Q: 3 clusters Score -2.223017e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 184253 members 
Entering Unmasked Estep 
Score: -22230460.000000 Penalty: 6024.791992
	Iteration 22Q: 3 clusters Score -2.223046e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 184720 members 
Entering Unmasked Estep 
Score: -22230792.000000 Penalty: 6024.791992
	Iteration 23Q: 3 clusters Score -2.223079e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 185049 members 
Entering Unmasked Estep 
Score: -22231064.000000 Penalty: 6024.791992
	Iteration 24Q: 3 clusters Score -2.223106e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 185311 members 
Entering Unmasked Estep 
Score: -22231176.000000 Penalty: 6024.791992
	Iteration 25Q: 3 clusters Score -2.223118e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 185502 members 
Entering Unmasked Estep 
Score: -22231220.000000 Penalty: 6024.791992
	Iteration 26Q: 3 clusters Score -2.223122e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 185670 members 
Entering Unmasked Estep 
Score: -22231244.000000 Penalty: 6024.791992
	Iteration 27Q: 3 clusters Score -2.223124e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 185790 members 
Entering Unmasked Estep 
Score: -22231262.000000 Penalty: 6024.791992
	Iteration 28Q: 3 clusters Score -2.223126e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 185866 members 
Entering Unmasked Estep 
Score: -22231286.000000 Penalty: 6024.791992
	Iteration 29Q: 3 clusters Score -2.223129e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 185933 members 
Entering Unmasked Estep 
Score: -22231332.000000 Penalty: 6024.791992
	Iteration 30Q: 3 clusters Score -2.223133e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 185983 members 
Entering Unmasked Estep 
Score: -22231372.000000 Penalty: 6024.791992
	Iteration 31Q: 3 clusters Score -2.223137e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 186016 members 
Entering Unmasked Estep 
Score: -22231396.000000 Penalty: 6024.791992
	Iteration 32Q: 3 clusters Score -2.22314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 186053 members 
Entering Unmasked Estep 
Score: -22231408.000000 Penalty: 6024.791992
	Iteration 33Q: 3 clusters Score -2.223141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 186078 members 
Entering Unmasked Estep 
Score: -22231396.000000 Penalty: 6024.791992
	Iteration 34Q: 3 clusters Score -2.22314e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 186104 members 
Entering Unmasked Estep 
Score: -22231416.000000 Penalty: 6024.791992
	Iteration 35Q: 3 clusters Score -2.223142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 186114 members 
Entering Unmasked Estep 
Score: -22231402.000000 Penalty: 6024.791992
	Iteration 36Q: 3 clusters Score -2.22314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 186134 members 
Entering Unmasked Estep 
Score: -22231374.000000 Penalty: 6024.791992
	Iteration 37Q: 3 clusters Score -2.223137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 186147 members 
Entering Unmasked Estep 
Score: -22231354.000000 Penalty: 6024.791992
	Iteration 38Q: 3 clusters Score -2.223135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 186158 members 
Entering Unmasked Estep 
Score: -22231376.000000 Penalty: 6024.791992
	Iteration 39Q: 3 clusters Score -2.223138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 186171 members 
Entering Unmasked Estep 
Score: -22231396.000000 Penalty: 6024.791992
	Iteration 40F: 3 clusters Score -2.22314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 186178 members 
Entering Unmasked Estep 
Score: -22231406.000000 Penalty: 6024.791992
	Iteration 41Q: 3 clusters Score -2.223141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 186187 members 
Entering Unmasked Estep 
Score: -22231392.000000 Penalty: 6024.791992
	Iteration 42Q: 3 clusters Score -2.223139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 186197 members 
Entering Unmasked Estep 
Score: -22231408.000000 Penalty: 6024.791992
	Iteration 43Q: 3 clusters Score -2.223141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 186203 members 
Entering Unmasked Estep 
Score: -22231400.000000 Penalty: 6024.791992
	Iteration 44Q: 3 clusters Score -2.22314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 186208 members 
Entering Unmasked Estep 
Score: -22231394.000000 Penalty: 6024.791992
	Iteration 45Q: 3 clusters Score -2.223139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 186211 members 
Entering Unmasked Estep 
Score: -22231388.000000 Penalty: 6024.791992
	Iteration 46Q: 3 clusters Score -2.223139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 186215 members 
Entering Unmasked Estep 
Score: -22231394.000000 Penalty: 6024.791992
	Iteration 47Q: 3 clusters Score -2.223139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 186220 members 
Entering Unmasked Estep 
Score: -22231398.000000 Penalty: 6024.791992
	Iteration 48Q: 3 clusters Score -2.22314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 186222 members 
Entering Unmasked Estep 
Score: -22231402.000000 Penalty: 6024.791992
	Iteration 49Q: 3 clusters Score -2.22314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 186222 members 
Entering Unmasked Estep 
Score: -22231402.000000 Penalty: 6024.791992
	Iteration 50F: 3 clusters Score -2.22314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -326614.125000 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -326614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -323493.656250 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -323493.7 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -324085.281250 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -324085.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -324244.406250 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -324244.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -324342.468750 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -324342.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -324425.218750 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -324425.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -324494.781250 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -324494.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -324562.750000 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -324562.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -324622.375000 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -324622.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -324689.843750 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -324689.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -324760.031250 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -324760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -324841.062500 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -324841.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -324921.906250 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -324921.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -324980.125000 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -324980.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -325026.343750 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -325026.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -325065.968750 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -325066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -325103.906250 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -325103.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -325148.406250 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -325148.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -325173.187500 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -325173.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -325187.062500 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -325187.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -325199.656250 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -325199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -325206.906250 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -325206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -325217.718750 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -325217.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -325225.937500 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -325225.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -325230.031250 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -325230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -325232.781250 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -325232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -325236.937500 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -325236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -325237.625000 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -325237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -325238.343750 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -325238.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -325238.593750 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -325238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -325238.593750 Penalty: 3940.468262
	Iteration 29F: 3 clusters Score -325238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -419707.093750 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -419707.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -416053.875000 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -416053.9 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -416827.437500 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -416827.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -417030.187500 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -417030.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -417188.250000 Penalty: 4076.251221
	Iteration 3F: 3 clusters Score -417188.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -417348.812500 Penalty: 4076.251221
	Iteration 4Q: 3 clusters Score -417348.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -417518.062500 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -417518.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -417670.875000 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -417670.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -417822.625000 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -417822.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -417998.656250 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -417998.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -418209.375000 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -418209.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -418478.531250 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -418478.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -418878.937500 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -418878.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -419360.218750 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -419360.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -419750.125000 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -419750.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -419992.750000 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -419992.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -420111.062500 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -420111.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -420155.781250 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -420155.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -420171.406250 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -420171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -420174.187500 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -420174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -420177.312500 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -420177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -420178.718750 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -420178.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -420178.437500 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -420178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -420178.437500 Penalty: 4076.251221
	Iteration 22F: 3 clusters Score -420178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 576 members 
Mstep: Class 36 contains 4724 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 1702 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 5817 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 3919 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 2112 members 
Mstep: Class 53 contains 2858 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4588 members 
Mstep: Class 56 contains 7350 members 
Mstep: Class 57 contains 8685 members 
Mstep: Class 58 contains 12959 members 
Mstep: Class 59 contains 2049 members 
Mstep: Class 60 contains 4220 members 
Mstep: Class 61 contains 1221 members 
Mstep: Class 62 contains 5517 members 
Mstep: Class 63 contains 401 members 
Mstep: Class 64 contains 6531 members 
Mstep: Class 65 contains 1596 members 
Entering Unmasked Estep 
Score: -133725192.000000 Penalty: 225349.328125
Splitting cluster 52 changes total score from -133707032.000000 to -133725192.000000
So it's getting split into cluster 65.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 175231 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 51380 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17281 members 
Mstep: Class 25 contains 19742 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 90684 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100537 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 576 members 
Mstep: Class 36 contains 4724 members 
Mstep: Class 37 contains 12841 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 1702 members 
Mstep: Class 41 contains 5949 members 
Mstep: Class 42 contains 5817 members 
Mstep: Class 43 contains 25313 members 
Mstep: Class 45 contains 5633 members 
Mstep: Class 46 contains 6377 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 5519 members 
Mstep: Class 49 contains 3919 members 
Mstep: Class 50 contains 188482 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133732296.000000 Penalty: 225349.328125
Iteration 119Q: 66 clusters Score -1.337323e+08 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 51459 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 63053 members 
Mstep: Class 7 contains 7964 members 
Mstep: Class 8 contains 175239 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 16395 members 
Mstep: Class 11 contains 2307 members 
Mstep: Class 12 contains 7434 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19674 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 16 contains 23440 members 
Mstep: Class 17 contains 10319 members 
Mstep: Class 18 contains 51655 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 28809 members 
Mstep: Class 21 contains 10317 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17285 members 
Mstep: Class 25 contains 20096 members 
Mstep: Class 26 contains 20719 members 
Mstep: Class 27 contains 8137 members 
Mstep: Class 28 contains 90730 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 100810 members 
Mstep: Class 31 contains 8891 members 
Mstep: Class 32 contains 3605 members 
Mstep: Class 33 contains 11665 members 
Mstep: Class 34 contains 14504 members 
Mstep: Class 35 contains 641 members 
Mstep: Class 36 contains 4492 members 
Mstep: Class 37 contains 12980 members 
Mstep: Class 38 contains 3112 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 1642 members 
Mstep: Class 41 contains 5957 members 
Mstep: Class 42 contains 5812 members 
Mstep: Class 43 contains 25326 members 
Mstep: Class 44 contains 1106 members 
Mstep: Class 45 contains 5636 members 
Mstep: Class 46 contains 6345 members 
Mstep: Class 47 contains 348 members 
Mstep: Class 48 contains 5533 members 
Mstep: Class 49 contains 4287 members 
Mstep: Class 50 contains 188857 members 
Mstep: Class 51 contains 2820 members 
Mstep: Class 52 contains 2191 members 
Mstep: Class 53 contains 2822 members 
Mstep: Class 54 contains 27688 members 
Mstep: Class 55 contains 4527 members 
Mstep: Class 56 contains 6759 members 
Mstep: Class 57 contains 8534 members 
Mstep: Class 58 contains 12667 members 
Mstep: Class 59 contains 2396 members 
Mstep: Class 60 contains 4164 members 
Mstep: Class 61 contains 1190 members 
Mstep: Class 62 contains 5384 members 
Mstep: Class 63 contains 394 members 
Mstep: Class 64 contains 6377 members 
Mstep: Class 65 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133738512.000000 Penalty: 225349.328125
Iteration 120F: 66 clusters Score -1.337385e+08 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1344 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 51318 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 6 contains 62939 members 
Mstep: Class 7 contains 7959 members 
Mstep: Class 8 contains 175214 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 16330 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 7321 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 19836 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 23336 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 51609 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 28713 members 
Mstep: Class 21 contains 10390 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17232 members 
Mstep: Class 25 contains 20280 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 8128 members 
Mstep: Class 28 contains 90338 members 
Mstep: Class 29 contains 5079 members 
Mstep: Class 30 contains 101011 members 
Mstep: Class 31 contains 8861 members 
Mstep: Class 32 contains 3571 members 
Mstep: Class 33 contains 11432 members 
Mstep: Class 34 contains 14508 members 
Mstep: Class 35 contains 690 members 
Mstep: Class 36 contains 4134 members 
Mstep: Class 37 contains 12965 members 
Mstep: Class 38 contains 3104 members 
Mstep: Class 39 contains 323 members 
Mstep: Class 40 contains 1617 members 
Mstep: Class 41 contains 5951 members 
Mstep: Class 42 contains 5790 members 
Mstep: Class 43 contains 25288 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 5597 members 
Mstep: Class 46 contains 6181 members 
Mstep: Class 47 contains 348 members 
Mstep: Class 48 contains 5538 members 
Mstep: Class 49 contains 4466 members 
Mstep: Class 50 contains 188947 members 
Mstep: Class 51 contains 2815 members 
Mstep: Class 52 contains 2231 members 
Mstep: Class 53 contains 2902 members 
Mstep: Class 54 contains 27832 members 
Mstep: Class 55 contains 4626 members 
Mstep: Class 56 contains 6882 members 
Mstep: Class 57 contains 8633 members 
Mstep: Class 58 contains 12789 members 
Mstep: Class 59 contains 2657 members 
Mstep: Class 60 contains 4169 members 
Mstep: Class 61 contains 1269 members 
Mstep: Class 62 contains 5796 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 6411 members 
Mstep: Class 65 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741784.000000 Penalty: 225349.328125
Iteration 121Q: 66 clusters Score -1.337418e+08 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 51183 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 62804 members 
Mstep: Class 7 contains 7957 members 
Mstep: Class 8 contains 175200 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 16294 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 20028 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 23260 members 
Mstep: Class 17 contains 10153 members 
Mstep: Class 18 contains 51565 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 28694 members 
Mstep: Class 21 contains 10463 members 
Mstep: Class 22 contains 6422 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17192 members 
Mstep: Class 25 contains 20451 members 
Mstep: Class 26 contains 20378 members 
Mstep: Class 27 contains 8142 members 
Mstep: Class 28 contains 90015 members 
Mstep: Class 29 contains 5079 members 
Mstep: Class 30 contains 101188 members 
Mstep: Class 31 contains 8844 members 
Mstep: Class 32 contains 3544 members 
Mstep: Class 33 contains 11258 members 
Mstep: Class 34 contains 14511 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 3900 members 
Mstep: Class 37 contains 12982 members 
Mstep: Class 38 contains 3101 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 1612 members 
Mstep: Class 41 contains 5945 members 
Mstep: Class 42 contains 5786 members 
Mstep: Class 43 contains 25261 members 
Mstep: Class 44 contains 1072 members 
Mstep: Class 45 contains 5566 members 
Mstep: Class 46 contains 6087 members 
Mstep: Class 47 contains 343 members 
Mstep: Class 48 contains 5540 members 
Mstep: Class 49 contains 4582 members 
Mstep: Class 50 contains 188985 members 
Mstep: Class 51 contains 2813 members 
Mstep: Class 52 contains 2257 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 27883 members 
Mstep: Class 55 contains 4691 members 
Mstep: Class 56 contains 6925 members 
Mstep: Class 57 contains 8691 members 
Mstep: Class 58 contains 12769 members 
Mstep: Class 59 contains 2821 members 
Mstep: Class 60 contains 4185 members 
Mstep: Class 61 contains 1317 members 
Mstep: Class 62 contains 6043 members 
Mstep: Class 63 contains 423 members 
Mstep: Class 64 contains 6432 members 
Mstep: Class 65 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133743472.000000 Penalty: 225349.328125
Iteration 122Q: 66 clusters Score -1.337435e+08 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 1343 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 51028 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 62692 members 
Mstep: Class 7 contains 7957 members 
Mstep: Class 8 contains 175203 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 16276 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 7223 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 20191 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 10132 members 
Mstep: Class 18 contains 51524 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28677 members 
Mstep: Class 21 contains 10518 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 17145 members 
Mstep: Class 25 contains 20615 members 
Mstep: Class 26 contains 20306 members 
Mstep: Class 27 contains 8176 members 
Mstep: Class 28 contains 89716 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 101327 members 
Mstep: Class 31 contains 8824 members 
Mstep: Class 32 contains 3514 members 
Mstep: Class 33 contains 11098 members 
Mstep: Class 34 contains 14511 members 
Mstep: Class 35 contains 745 members 
Mstep: Class 36 contains 3786 members 
Mstep: Class 37 contains 12988 members 
Mstep: Class 38 contains 3098 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1603 members 
Mstep: Class 41 contains 5948 members 
Mstep: Class 42 contains 5781 members 
Mstep: Class 43 contains 25240 members 
Mstep: Class 44 contains 1050 members 
Mstep: Class 45 contains 5554 members 
Mstep: Class 46 contains 6006 members 
Mstep: Class 47 contains 341 members 
Mstep: Class 48 contains 5543 members 
Mstep: Class 49 contains 4682 members 
Mstep: Class 50 contains 189002 members 
Mstep: Class 51 contains 2814 members 
Mstep: Class 52 contains 2275 members 
Mstep: Class 53 contains 2923 members 
Mstep: Class 54 contains 27934 members 
Mstep: Class 55 contains 4727 members 
Mstep: Class 56 contains 6965 members 
Mstep: Class 57 contains 8791 members 
Mstep: Class 58 contains 12720 members 
Mstep: Class 59 contains 2878 members 
Mstep: Class 60 contains 4206 members 
Mstep: Class 61 contains 1369 members 
Mstep: Class 62 contains 6228 members 
Mstep: Class 63 contains 429 members 
Mstep: Class 64 contains 6445 members 
Mstep: Class 65 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133744112.000000 Penalty: 225349.328125
Iteration 123Q: 66 clusters Score -1.337441e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 50854 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 62560 members 
Mstep: Class 7 contains 7956 members 
Mstep: Class 8 contains 175203 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 7196 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 20370 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 23129 members 
Mstep: Class 17 contains 10116 members 
Mstep: Class 18 contains 51495 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 28664 members 
Mstep: Class 21 contains 10542 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 17134 members 
Mstep: Class 25 contains 20747 members 
Mstep: Class 26 contains 20244 members 
Mstep: Class 27 contains 8206 members 
Mstep: Class 28 contains 89426 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 101439 members 
Mstep: Class 31 contains 8812 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 33 contains 10980 members 
Mstep: Class 34 contains 14516 members 
Mstep: Class 35 contains 757 members 
Mstep: Class 36 contains 3707 members 
Mstep: Class 37 contains 13018 members 
Mstep: Class 38 contains 3099 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1600 members 
Mstep: Class 41 contains 5953 members 
Mstep: Class 42 contains 5780 members 
Mstep: Class 43 contains 25212 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 5540 members 
Mstep: Class 46 contains 5918 members 
Mstep: Class 47 contains 339 members 
Mstep: Class 48 contains 5539 members 
Mstep: Class 49 contains 4779 members 
Mstep: Class 50 contains 189025 members 
Mstep: Class 51 contains 2814 members 
Mstep: Class 52 contains 2290 members 
Mstep: Class 53 contains 2924 members 
Mstep: Class 54 contains 27992 members 
Mstep: Class 55 contains 4757 members 
Mstep: Class 56 contains 6990 members 
Mstep: Class 57 contains 8915 members 
Mstep: Class 58 contains 12665 members 
Mstep: Class 59 contains 2890 members 
Mstep: Class 60 contains 4223 members 
Mstep: Class 61 contains 1451 members 
Mstep: Class 62 contains 6379 members 
Mstep: Class 63 contains 429 members 
Mstep: Class 64 contains 6456 members 
Mstep: Class 65 contains 1839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133744712.000000 Penalty: 225349.328125
Iteration 124Q: 66 clusters Score -1.337447e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 50698 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 62447 members 
Mstep: Class 7 contains 7957 members 
Mstep: Class 8 contains 175209 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 16256 members 
Mstep: Class 11 contains 2296 members 
Mstep: Class 12 contains 7183 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 20524 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 23076 members 
Mstep: Class 17 contains 10113 members 
Mstep: Class 18 contains 51470 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28644 members 
Mstep: Class 21 contains 10565 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17119 members 
Mstep: Class 25 contains 20861 members 
Mstep: Class 26 contains 20177 members 
Mstep: Class 27 contains 8231 members 
Mstep: Class 28 contains 89139 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 101548 members 
Mstep: Class 31 contains 8808 members 
Mstep: Class 32 contains 3447 members 
Mstep: Class 33 contains 10872 members 
Mstep: Class 34 contains 14522 members 
Mstep: Class 35 contains 766 members 
Mstep: Class 36 contains 3660 members 
Mstep: Class 37 contains 13061 members 
Mstep: Class 38 contains 3097 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1601 members 
Mstep: Class 41 contains 5958 members 
Mstep: Class 42 contains 5779 members 
Mstep: Class 43 contains 25190 members 
Mstep: Class 44 contains 1034 members 
Mstep: Class 45 contains 5530 members 
Mstep: Class 46 contains 5829 members 
Mstep: Class 47 contains 337 members 
Mstep: Class 48 contains 5544 members 
Mstep: Class 49 contains 4873 members 
Mstep: Class 50 contains 189031 members 
Mstep: Class 51 contains 2814 members 
Mstep: Class 52 contains 2297 members 
Mstep: Class 53 contains 2924 members 
Mstep: Class 54 contains 28023 members 
Mstep: Class 55 contains 4770 members 
Mstep: Class 56 contains 6984 members 
Mstep: Class 57 contains 9050 members 
Mstep: Class 58 contains 12623 members 
Mstep: Class 59 contains 2892 members 
Mstep: Class 60 contains 4232 members 
Mstep: Class 61 contains 1545 members 
Mstep: Class 62 contains 6518 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 6462 members 
Mstep: Class 65 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133745272.000000 Penalty: 225349.328125
Iteration 125Q: 66 clusters Score -1.337453e+08 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 50537 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 62339 members 
Mstep: Class 7 contains 7955 members 
Mstep: Class 8 contains 175207 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16254 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 20673 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 23029 members 
Mstep: Class 17 contains 10116 members 
Mstep: Class 18 contains 51418 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 28623 members 
Mstep: Class 21 contains 10587 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17105 members 
Mstep: Class 25 contains 20992 members 
Mstep: Class 26 contains 20133 members 
Mstep: Class 27 contains 8252 members 
Mstep: Class 28 contains 88903 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 101653 members 
Mstep: Class 31 contains 8800 members 
Mstep: Class 32 contains 3417 members 
Mstep: Class 33 contains 10796 members 
Mstep: Class 34 contains 14519 members 
Mstep: Class 35 contains 772 members 
Mstep: Class 36 contains 3630 members 
Mstep: Class 37 contains 13110 members 
Mstep: Class 38 contains 3097 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1608 members 
Mstep: Class 41 contains 5958 members 
Mstep: Class 42 contains 5779 members 
Mstep: Class 43 contains 25172 members 
Mstep: Class 44 contains 1024 members 
Mstep: Class 45 contains 5519 members 
Mstep: Class 46 contains 5747 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 5549 members 
Mstep: Class 49 contains 4975 members 
Mstep: Class 50 contains 189006 members 
Mstep: Class 51 contains 2812 members 
Mstep: Class 52 contains 2301 members 
Mstep: Class 53 contains 2924 members 
Mstep: Class 54 contains 28036 members 
Mstep: Class 55 contains 4772 members 
Mstep: Class 56 contains 6965 members 
Mstep: Class 57 contains 9185 members 
Mstep: Class 58 contains 12578 members 
Mstep: Class 59 contains 2892 members 
Mstep: Class 60 contains 4234 members 
Mstep: Class 61 contains 1649 members 
Mstep: Class 62 contains 6643 members 
Mstep: Class 63 contains 440 members 
Mstep: Class 64 contains 6469 members 
Mstep: Class 65 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133745896.000000 Penalty: 225349.328125
Iteration 126Q: 66 clusters Score -1.337459e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 2155 members 
Mstep: Class 4 contains 50359 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 62211 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 175213 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16250 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 23011 members 
Mstep: Class 17 contains 10121 members 
Mstep: Class 18 contains 51376 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 28564 members 
Mstep: Class 21 contains 10599 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 17091 members 
Mstep: Class 25 contains 21110 members 
Mstep: Class 26 contains 20101 members 
Mstep: Class 27 contains 8272 members 
Mstep: Class 28 contains 88683 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 101756 members 
Mstep: Class 31 contains 8799 members 
Mstep: Class 32 contains 3383 members 
Mstep: Class 33 contains 10723 members 
Mstep: Class 34 contains 14522 members 
Mstep: Class 35 contains 778 members 
Mstep: Class 36 contains 3607 members 
Mstep: Class 37 contains 13163 members 
Mstep: Class 38 contains 3096 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1607 members 
Mstep: Class 41 contains 5963 members 
Mstep: Class 42 contains 5778 members 
Mstep: Class 43 contains 25150 members 
Mstep: Class 44 contains 1017 members 
Mstep: Class 45 contains 5511 members 
Mstep: Class 46 contains 5674 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5550 members 
Mstep: Class 49 contains 5058 members 
Mstep: Class 50 contains 188988 members 
Mstep: Class 51 contains 2810 members 
Mstep: Class 52 contains 2304 members 
Mstep: Class 53 contains 2925 members 
Mstep: Class 54 contains 28069 members 
Mstep: Class 55 contains 4772 members 
Mstep: Class 56 contains 6970 members 
Mstep: Class 57 contains 9321 members 
Mstep: Class 58 contains 12538 members 
Mstep: Class 59 contains 2892 members 
Mstep: Class 60 contains 4235 members 
Mstep: Class 61 contains 1748 members 
Mstep: Class 62 contains 6751 members 
Mstep: Class 63 contains 442 members 
Mstep: Class 64 contains 6477 members 
Mstep: Class 65 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133746576.000000 Penalty: 225349.328125
Iteration 127Q: 66 clusters Score -1.337466e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 50155 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 62074 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 175229 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16244 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 21025 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 16 contains 23004 members 
Mstep: Class 17 contains 10122 members 
Mstep: Class 18 contains 51316 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 28515 members 
Mstep: Class 21 contains 10613 members 
Mstep: Class 22 contains 6414 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17081 members 
Mstep: Class 25 contains 21186 members 
Mstep: Class 26 contains 20076 members 
Mstep: Class 27 contains 8283 members 
Mstep: Class 28 contains 88471 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 101853 members 
Mstep: Class 31 contains 8792 members 
Mstep: Class 32 contains 3346 members 
Mstep: Class 33 contains 10661 members 
Mstep: Class 34 contains 14526 members 
Mstep: Class 35 contains 782 members 
Mstep: Class 36 contains 3597 members 
Mstep: Class 37 contains 13206 members 
Mstep: Class 38 contains 3092 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1608 members 
Mstep: Class 41 contains 5982 members 
Mstep: Class 42 contains 5777 members 
Mstep: Class 43 contains 25130 members 
Mstep: Class 44 contains 1015 members 
Mstep: Class 45 contains 5505 members 
Mstep: Class 46 contains 5618 members 
Mstep: Class 47 contains 330 members 
Mstep: Class 48 contains 5549 members 
Mstep: Class 49 contains 5140 members 
Mstep: Class 50 contains 189004 members 
Mstep: Class 51 contains 2808 members 
Mstep: Class 52 contains 2306 members 
Mstep: Class 53 contains 2925 members 
Mstep: Class 54 contains 28091 members 
Mstep: Class 55 contains 4778 members 
Mstep: Class 56 contains 6985 members 
Mstep: Class 57 contains 9464 members 
Mstep: Class 58 contains 12506 members 
Mstep: Class 59 contains 2891 members 
Mstep: Class 60 contains 4235 members 
Mstep: Class 61 contains 1838 members 
Mstep: Class 62 contains 6849 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6486 members 
Mstep: Class 65 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133746752.000000 Penalty: 225349.328125
Iteration 128Q: 66 clusters Score -1.337468e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 3 contains 2173 members 
Mstep: Class 4 contains 49959 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 61939 members 
Mstep: Class 7 contains 7954 members 
Mstep: Class 8 contains 175235 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16240 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 21211 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 23010 members 
Mstep: Class 17 contains 10122 members 
Mstep: Class 18 contains 51256 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 28450 members 
Mstep: Class 21 contains 10638 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17068 members 
Mstep: Class 25 contains 21272 members 
Mstep: Class 26 contains 20037 members 
Mstep: Class 27 contains 8289 members 
Mstep: Class 28 contains 88291 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 101954 members 
Mstep: Class 31 contains 8779 members 
Mstep: Class 32 contains 3318 members 
Mstep: Class 33 contains 10610 members 
Mstep: Class 34 contains 14532 members 
Mstep: Class 35 contains 786 members 
Mstep: Class 36 contains 3581 members 
Mstep: Class 37 contains 13249 members 
Mstep: Class 38 contains 3092 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1608 members 
Mstep: Class 41 contains 5998 members 
Mstep: Class 42 contains 5778 members 
Mstep: Class 43 contains 25109 members 
Mstep: Class 44 contains 1014 members 
Mstep: Class 45 contains 5497 members 
Mstep: Class 46 contains 5551 members 
Mstep: Class 47 contains 330 members 
Mstep: Class 48 contains 5549 members 
Mstep: Class 49 contains 5238 members 
Mstep: Class 50 contains 189006 members 
Mstep: Class 51 contains 2807 members 
Mstep: Class 52 contains 2307 members 
Mstep: Class 53 contains 2924 members 
Mstep: Class 54 contains 28070 members 
Mstep: Class 55 contains 4778 members 
Mstep: Class 56 contains 6997 members 
Mstep: Class 57 contains 9623 members 
Mstep: Class 58 contains 12467 members 
Mstep: Class 59 contains 2889 members 
Mstep: Class 60 contains 4235 members 
Mstep: Class 61 contains 1923 members 
Mstep: Class 62 contains 6945 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6493 members 
Mstep: Class 65 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133747120.000000 Penalty: 225349.328125
Iteration 129Q: 66 clusters Score -1.337471e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 49768 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 61805 members 
Mstep: Class 7 contains 7954 members 
Mstep: Class 8 contains 175232 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16239 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 21422 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 23016 members 
Mstep: Class 17 contains 10118 members 
Mstep: Class 18 contains 51218 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 28380 members 
Mstep: Class 21 contains 10652 members 
Mstep: Class 22 contains 6414 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17054 members 
Mstep: Class 25 contains 21367 members 
Mstep: Class 26 contains 20004 members 
Mstep: Class 27 contains 8294 members 
Mstep: Class 28 contains 88103 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 102015 members 
Mstep: Class 31 contains 8759 members 
Mstep: Class 32 contains 3295 members 
Mstep: Class 33 contains 10571 members 
Mstep: Class 34 contains 14538 members 
Mstep: Class 35 contains 786 members 
Mstep: Class 36 contains 3572 members 
Mstep: Class 37 contains 13282 members 
Mstep: Class 38 contains 3093 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1611 members 
Mstep: Class 41 contains 5999 members 
Mstep: Class 42 contains 5777 members 
Mstep: Class 43 contains 25092 members 
Mstep: Class 44 contains 1013 members 
Mstep: Class 45 contains 5492 members 
Mstep: Class 46 contains 5492 members 
Mstep: Class 47 contains 330 members 
Mstep: Class 48 contains 5549 members 
Mstep: Class 49 contains 5334 members 
Mstep: Class 50 contains 189031 members 
Mstep: Class 51 contains 2807 members 
Mstep: Class 52 contains 2307 members 
Mstep: Class 53 contains 2921 members 
Mstep: Class 54 contains 28036 members 
Mstep: Class 55 contains 4778 members 
Mstep: Class 56 contains 7018 members 
Mstep: Class 57 contains 9797 members 
Mstep: Class 58 contains 12452 members 
Mstep: Class 59 contains 2889 members 
Mstep: Class 60 contains 4234 members 
Mstep: Class 61 contains 1997 members 
Mstep: Class 62 contains 7016 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6502 members 
Mstep: Class 65 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133747488.000000 Penalty: 225349.328125
Iteration 130Q: 66 clusters Score -1.337475e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 2187 members 
Mstep: Class 4 contains 49558 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 61669 members 
Mstep: Class 7 contains 7954 members 
Mstep: Class 8 contains 175235 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16236 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 21612 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 23032 members 
Mstep: Class 17 contains 10120 members 
Mstep: Class 18 contains 51156 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 28329 members 
Mstep: Class 21 contains 10672 members 
Mstep: Class 22 contains 6415 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17051 members 
Mstep: Class 25 contains 21439 members 
Mstep: Class 26 contains 19969 members 
Mstep: Class 27 contains 8305 members 
Mstep: Class 28 contains 87920 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 102090 members 
Mstep: Class 31 contains 8740 members 
Mstep: Class 32 contains 3272 members 
Mstep: Class 33 contains 10522 members 
Mstep: Class 34 contains 14540 members 
Mstep: Class 35 contains 786 members 
Mstep: Class 36 contains 3564 members 
Mstep: Class 37 contains 13319 members 
Mstep: Class 38 contains 3095 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1613 members 
Mstep: Class 41 contains 6000 members 
Mstep: Class 42 contains 5777 members 
Mstep: Class 43 contains 25079 members 
Mstep: Class 44 contains 1014 members 
Mstep: Class 45 contains 5490 members 
Mstep: Class 46 contains 5437 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5548 members 
Mstep: Class 49 contains 5417 members 
Mstep: Class 50 contains 189089 members 
Mstep: Class 51 contains 2806 members 
Mstep: Class 52 contains 2307 members 
Mstep: Class 53 contains 2917 members 
Mstep: Class 54 contains 28016 members 
Mstep: Class 55 contains 4772 members 
Mstep: Class 56 contains 7035 members 
Mstep: Class 57 contains 9960 members 
Mstep: Class 58 contains 12428 members 
Mstep: Class 59 contains 2889 members 
Mstep: Class 60 contains 4235 members 
Mstep: Class 61 contains 2056 members 
Mstep: Class 62 contains 7087 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6508 members 
Mstep: Class 65 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133747424.000000 Penalty: 225349.328125
Iteration 131Q: 66 clusters Score -1.337474e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 61497 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175232 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16232 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 7115 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 21853 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 16 contains 23035 members 
Mstep: Class 17 contains 10120 members 
Mstep: Class 18 contains 51110 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 28271 members 
Mstep: Class 21 contains 10689 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17045 members 
Mstep: Class 25 contains 21500 members 
Mstep: Class 26 contains 19943 members 
Mstep: Class 27 contains 8314 members 
Mstep: Class 28 contains 87757 members 
Mstep: Class 29 contains 5074 members 
Mstep: Class 30 contains 102156 members 
Mstep: Class 31 contains 8721 members 
Mstep: Class 32 contains 3247 members 
Mstep: Class 33 contains 10490 members 
Mstep: Class 34 contains 14535 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 3561 members 
Mstep: Class 37 contains 13348 members 
Mstep: Class 38 contains 3098 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1615 members 
Mstep: Class 41 contains 6006 members 
Mstep: Class 42 contains 5775 members 
Mstep: Class 43 contains 25069 members 
Mstep: Class 44 contains 1015 members 
Mstep: Class 45 contains 5485 members 
Mstep: Class 46 contains 5379 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5549 members 
Mstep: Class 49 contains 5494 members 
Mstep: Class 50 contains 189142 members 
Mstep: Class 51 contains 2805 members 
Mstep: Class 52 contains 2307 members 
Mstep: Class 53 contains 2916 members 
Mstep: Class 54 contains 28015 members 
Mstep: Class 55 contains 4774 members 
Mstep: Class 56 contains 7041 members 
Mstep: Class 57 contains 10136 members 
Mstep: Class 58 contains 12406 members 
Mstep: Class 59 contains 2889 members 
Mstep: Class 60 contains 4235 members 
Mstep: Class 61 contains 2102 members 
Mstep: Class 62 contains 7156 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6512 members 
Mstep: Class 65 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133747944.000000 Penalty: 225349.328125
Iteration 132Q: 66 clusters Score -1.337479e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 49115 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 61323 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 175232 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16226 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 7115 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 22071 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 16 contains 23044 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 51070 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 28218 members 
Mstep: Class 21 contains 10702 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 21551 members 
Mstep: Class 26 contains 19909 members 
Mstep: Class 27 contains 8328 members 
Mstep: Class 28 contains 87610 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102220 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3229 members 
Mstep: Class 33 contains 10455 members 
Mstep: Class 34 contains 14534 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 3558 members 
Mstep: Class 37 contains 13376 members 
Mstep: Class 38 contains 3097 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1619 members 
Mstep: Class 41 contains 6014 members 
Mstep: Class 42 contains 5774 members 
Mstep: Class 43 contains 25069 members 
Mstep: Class 44 contains 1014 members 
Mstep: Class 45 contains 5472 members 
Mstep: Class 46 contains 5315 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5550 members 
Mstep: Class 49 contains 5569 members 
Mstep: Class 50 contains 189192 members 
Mstep: Class 51 contains 2805 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2915 members 
Mstep: Class 54 contains 28045 members 
Mstep: Class 55 contains 4775 members 
Mstep: Class 56 contains 7038 members 
Mstep: Class 57 contains 10308 members 
Mstep: Class 58 contains 12394 members 
Mstep: Class 59 contains 2889 members 
Mstep: Class 60 contains 4235 members 
Mstep: Class 61 contains 2137 members 
Mstep: Class 62 contains 7231 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6512 members 
Mstep: Class 65 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133747968.000000 Penalty: 225349.328125
Iteration 133Q: 66 clusters Score -1.33748e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 48871 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 61150 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175243 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16226 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 22294 members 
Mstep: Class 15 contains 1958 members 
Mstep: Class 16 contains 23062 members 
Mstep: Class 17 contains 10121 members 
Mstep: Class 18 contains 51038 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 28203 members 
Mstep: Class 21 contains 10711 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17051 members 
Mstep: Class 25 contains 21597 members 
Mstep: Class 26 contains 19876 members 
Mstep: Class 27 contains 8338 members 
Mstep: Class 28 contains 87468 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102266 members 
Mstep: Class 31 contains 8690 members 
Mstep: Class 32 contains 3208 members 
Mstep: Class 33 contains 10431 members 
Mstep: Class 34 contains 14534 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 13409 members 
Mstep: Class 38 contains 3096 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6023 members 
Mstep: Class 42 contains 5774 members 
Mstep: Class 43 contains 25051 members 
Mstep: Class 44 contains 1014 members 
Mstep: Class 45 contains 5467 members 
Mstep: Class 46 contains 5260 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5551 members 
Mstep: Class 49 contains 5625 members 
Mstep: Class 50 contains 189244 members 
Mstep: Class 51 contains 2804 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2915 members 
Mstep: Class 54 contains 28080 members 
Mstep: Class 55 contains 4777 members 
Mstep: Class 56 contains 7041 members 
Mstep: Class 57 contains 10448 members 
Mstep: Class 58 contains 12386 members 
Mstep: Class 59 contains 2889 members 
Mstep: Class 60 contains 4235 members 
Mstep: Class 61 contains 2164 members 
Mstep: Class 62 contains 7288 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6516 members 
Mstep: Class 65 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748296.000000 Penalty: 225349.328125
Iteration 134Q: 66 clusters Score -1.337483e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 48646 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 60981 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175248 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16225 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 22521 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 23081 members 
Mstep: Class 17 contains 10121 members 
Mstep: Class 18 contains 50976 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 28199 members 
Mstep: Class 21 contains 10723 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17046 members 
Mstep: Class 25 contains 21655 members 
Mstep: Class 26 contains 19840 members 
Mstep: Class 27 contains 8352 members 
Mstep: Class 28 contains 87300 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102339 members 
Mstep: Class 31 contains 8686 members 
Mstep: Class 32 contains 3183 members 
Mstep: Class 33 contains 10415 members 
Mstep: Class 34 contains 14527 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 3547 members 
Mstep: Class 37 contains 13446 members 
Mstep: Class 38 contains 3098 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1619 members 
Mstep: Class 41 contains 6022 members 
Mstep: Class 42 contains 5775 members 
Mstep: Class 43 contains 25030 members 
Mstep: Class 44 contains 1018 members 
Mstep: Class 45 contains 5460 members 
Mstep: Class 46 contains 5210 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5553 members 
Mstep: Class 49 contains 5690 members 
Mstep: Class 50 contains 189276 members 
Mstep: Class 51 contains 2804 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2915 members 
Mstep: Class 54 contains 28126 members 
Mstep: Class 55 contains 4775 members 
Mstep: Class 56 contains 7044 members 
Mstep: Class 57 contains 10591 members 
Mstep: Class 58 contains 12361 members 
Mstep: Class 59 contains 2888 members 
Mstep: Class 60 contains 4235 members 
Mstep: Class 61 contains 2191 members 
Mstep: Class 62 contains 7345 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6517 members 
Mstep: Class 65 contains 2062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748208.000000 Penalty: 225349.328125
Iteration 135Q: 66 clusters Score -1.337482e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1420 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 48424 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 60790 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175245 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16223 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 22784 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 16 contains 23107 members 
Mstep: Class 17 contains 10121 members 
Mstep: Class 18 contains 50909 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 28185 members 
Mstep: Class 21 contains 10726 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17046 members 
Mstep: Class 25 contains 21730 members 
Mstep: Class 26 contains 19827 members 
Mstep: Class 27 contains 8365 members 
Mstep: Class 28 contains 87165 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102403 members 
Mstep: Class 31 contains 8675 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 10404 members 
Mstep: Class 34 contains 14522 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 3541 members 
Mstep: Class 37 contains 13480 members 
Mstep: Class 38 contains 3099 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1619 members 
Mstep: Class 41 contains 6023 members 
Mstep: Class 42 contains 5773 members 
Mstep: Class 43 contains 25014 members 
Mstep: Class 44 contains 1021 members 
Mstep: Class 45 contains 5453 members 
Mstep: Class 46 contains 5158 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5555 members 
Mstep: Class 49 contains 5756 members 
Mstep: Class 50 contains 189303 members 
Mstep: Class 51 contains 2804 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2914 members 
Mstep: Class 54 contains 28154 members 
Mstep: Class 55 contains 4778 members 
Mstep: Class 56 contains 7036 members 
Mstep: Class 57 contains 10729 members 
Mstep: Class 58 contains 12327 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4236 members 
Mstep: Class 61 contains 2214 members 
Mstep: Class 62 contains 7397 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6518 members 
Mstep: Class 65 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748440.000000 Penalty: 225349.328125
Iteration 136Q: 66 clusters Score -1.337484e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 48201 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 60600 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175241 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16227 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 23030 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 16 contains 23139 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 50861 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 28170 members 
Mstep: Class 21 contains 10731 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 21799 members 
Mstep: Class 26 contains 19800 members 
Mstep: Class 27 contains 8374 members 
Mstep: Class 28 contains 87044 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102462 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 10385 members 
Mstep: Class 34 contains 14519 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 3538 members 
Mstep: Class 37 contains 13510 members 
Mstep: Class 38 contains 3101 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1619 members 
Mstep: Class 41 contains 6024 members 
Mstep: Class 42 contains 5773 members 
Mstep: Class 43 contains 24997 members 
Mstep: Class 44 contains 1019 members 
Mstep: Class 45 contains 5445 members 
Mstep: Class 46 contains 5119 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5556 members 
Mstep: Class 49 contains 5817 members 
Mstep: Class 50 contains 189333 members 
Mstep: Class 51 contains 2802 members 
Mstep: Class 52 contains 2310 members 
Mstep: Class 53 contains 2913 members 
Mstep: Class 54 contains 28193 members 
Mstep: Class 55 contains 4779 members 
Mstep: Class 56 contains 7042 members 
Mstep: Class 57 contains 10838 members 
Mstep: Class 58 contains 12294 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4237 members 
Mstep: Class 61 contains 2239 members 
Mstep: Class 62 contains 7442 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6521 members 
Mstep: Class 65 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748688.000000 Penalty: 225349.328125
Iteration 137Q: 66 clusters Score -1.337487e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 48006 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 60419 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175241 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16227 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 7095 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 23266 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 23177 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 50860 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 28148 members 
Mstep: Class 21 contains 10733 members 
Mstep: Class 22 contains 6416 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17044 members 
Mstep: Class 25 contains 21856 members 
Mstep: Class 26 contains 19765 members 
Mstep: Class 27 contains 8387 members 
Mstep: Class 28 contains 86925 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102520 members 
Mstep: Class 31 contains 8675 members 
Mstep: Class 32 contains 3097 members 
Mstep: Class 33 contains 10374 members 
Mstep: Class 34 contains 14518 members 
Mstep: Class 35 contains 788 members 
Mstep: Class 36 contains 3538 members 
Mstep: Class 37 contains 13524 members 
Mstep: Class 38 contains 3105 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6031 members 
Mstep: Class 42 contains 5773 members 
Mstep: Class 43 contains 24979 members 
Mstep: Class 44 contains 1017 members 
Mstep: Class 45 contains 5440 members 
Mstep: Class 46 contains 5082 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5557 members 
Mstep: Class 49 contains 5859 members 
Mstep: Class 50 contains 189348 members 
Mstep: Class 51 contains 2801 members 
Mstep: Class 52 contains 2310 members 
Mstep: Class 53 contains 2914 members 
Mstep: Class 54 contains 28222 members 
Mstep: Class 55 contains 4774 members 
Mstep: Class 56 contains 7033 members 
Mstep: Class 57 contains 10958 members 
Mstep: Class 58 contains 12269 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4237 members 
Mstep: Class 61 contains 2262 members 
Mstep: Class 62 contains 7487 members 
Mstep: Class 63 contains 443 members 
Mstep: Class 64 contains 6526 members 
Mstep: Class 65 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748728.000000 Penalty: 225349.328125
Iteration 138Q: 66 clusters Score -1.337487e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 47817 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 60252 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 175230 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16225 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 7091 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 23500 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 16 contains 23228 members 
Mstep: Class 17 contains 10128 members 
Mstep: Class 18 contains 50835 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 28137 members 
Mstep: Class 21 contains 10739 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17034 members 
Mstep: Class 25 contains 21915 members 
Mstep: Class 26 contains 19736 members 
Mstep: Class 27 contains 8398 members 
Mstep: Class 28 contains 86839 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102568 members 
Mstep: Class 31 contains 8677 members 
Mstep: Class 32 contains 3062 members 
Mstep: Class 33 contains 10368 members 
Mstep: Class 34 contains 14519 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 3537 members 
Mstep: Class 37 contains 13554 members 
Mstep: Class 38 contains 3109 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6033 members 
Mstep: Class 42 contains 5772 members 
Mstep: Class 43 contains 24971 members 
Mstep: Class 44 contains 1016 members 
Mstep: Class 45 contains 5432 members 
Mstep: Class 46 contains 5027 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5557 members 
Mstep: Class 49 contains 5904 members 
Mstep: Class 50 contains 189356 members 
Mstep: Class 51 contains 2801 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2915 members 
Mstep: Class 54 contains 28266 members 
Mstep: Class 55 contains 4771 members 
Mstep: Class 56 contains 7023 members 
Mstep: Class 57 contains 11049 members 
Mstep: Class 58 contains 12233 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4237 members 
Mstep: Class 61 contains 2275 members 
Mstep: Class 62 contains 7531 members 
Mstep: Class 63 contains 444 members 
Mstep: Class 64 contains 6529 members 
Mstep: Class 65 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748904.000000 Penalty: 225349.328125
Iteration 139Q: 66 clusters Score -1.337489e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 47649 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 60100 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 175230 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 16224 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 7085 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 23711 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 23277 members 
Mstep: Class 17 contains 10127 members 
Mstep: Class 18 contains 50817 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 28117 members 
Mstep: Class 21 contains 10748 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17030 members 
Mstep: Class 25 contains 21954 members 
Mstep: Class 26 contains 19712 members 
Mstep: Class 27 contains 8415 members 
Mstep: Class 28 contains 86739 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102620 members 
Mstep: Class 31 contains 8676 members 
Mstep: Class 32 contains 3019 members 
Mstep: Class 33 contains 10360 members 
Mstep: Class 34 contains 14523 members 
Mstep: Class 35 contains 792 members 
Mstep: Class 36 contains 3537 members 
Mstep: Class 37 contains 13583 members 
Mstep: Class 38 contains 3115 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 6037 members 
Mstep: Class 42 contains 5771 members 
Mstep: Class 43 contains 24962 members 
Mstep: Class 44 contains 1014 members 
Mstep: Class 45 contains 5421 members 
Mstep: Class 46 contains 4998 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5557 members 
Mstep: Class 49 contains 5929 members 
Mstep: Class 50 contains 189374 members 
Mstep: Class 51 contains 2801 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2915 members 
Mstep: Class 54 contains 28318 members 
Mstep: Class 55 contains 4771 members 
Mstep: Class 56 contains 7022 members 
Mstep: Class 57 contains 11115 members 
Mstep: Class 58 contains 12206 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4238 members 
Mstep: Class 61 contains 2284 members 
Mstep: Class 62 contains 7576 members 
Mstep: Class 63 contains 444 members 
Mstep: Class 64 contains 6531 members 
Mstep: Class 65 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749120.000000 Penalty: 225349.328125
Iteration 140F: 66 clusters Score -1.337491e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 47468 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 59962 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 175224 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16220 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 7082 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 23925 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 23295 members 
Mstep: Class 17 contains 10125 members 
Mstep: Class 18 contains 50769 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 28099 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17030 members 
Mstep: Class 25 contains 21965 members 
Mstep: Class 26 contains 19686 members 
Mstep: Class 27 contains 8432 members 
Mstep: Class 28 contains 86626 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102641 members 
Mstep: Class 31 contains 8678 members 
Mstep: Class 32 contains 2967 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 14522 members 
Mstep: Class 35 contains 794 members 
Mstep: Class 36 contains 3542 members 
Mstep: Class 37 contains 13609 members 
Mstep: Class 38 contains 3117 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 6039 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24961 members 
Mstep: Class 44 contains 1005 members 
Mstep: Class 45 contains 5416 members 
Mstep: Class 46 contains 4967 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5558 members 
Mstep: Class 49 contains 5947 members 
Mstep: Class 50 contains 189381 members 
Mstep: Class 51 contains 2800 members 
Mstep: Class 52 contains 2306 members 
Mstep: Class 53 contains 2915 members 
Mstep: Class 54 contains 28355 members 
Mstep: Class 55 contains 4766 members 
Mstep: Class 56 contains 7025 members 
Mstep: Class 57 contains 11205 members 
Mstep: Class 58 contains 12189 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4238 members 
Mstep: Class 61 contains 2419 members 
Mstep: Class 62 contains 7642 members 
Mstep: Class 63 contains 444 members 
Mstep: Class 64 contains 6535 members 
Mstep: Class 65 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749832.000000 Penalty: 225349.328125
Iteration 141Q: 66 clusters Score -1.337498e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 47270 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 59825 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175218 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 24150 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 23306 members 
Mstep: Class 17 contains 10128 members 
Mstep: Class 18 contains 50730 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 28095 members 
Mstep: Class 21 contains 10753 members 
Mstep: Class 22 contains 6416 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 17029 members 
Mstep: Class 25 contains 21983 members 
Mstep: Class 26 contains 19659 members 
Mstep: Class 27 contains 8449 members 
Mstep: Class 28 contains 86510 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102676 members 
Mstep: Class 31 contains 8679 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 10328 members 
Mstep: Class 34 contains 14522 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 3546 members 
Mstep: Class 37 contains 13637 members 
Mstep: Class 38 contains 3116 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 6042 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24957 members 
Mstep: Class 44 contains 996 members 
Mstep: Class 45 contains 5410 members 
Mstep: Class 46 contains 4933 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5559 members 
Mstep: Class 49 contains 5969 members 
Mstep: Class 50 contains 189408 members 
Mstep: Class 51 contains 2799 members 
Mstep: Class 52 contains 2307 members 
Mstep: Class 53 contains 2915 members 
Mstep: Class 54 contains 28382 members 
Mstep: Class 55 contains 4762 members 
Mstep: Class 56 contains 7018 members 
Mstep: Class 57 contains 11286 members 
Mstep: Class 58 contains 12177 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4237 members 
Mstep: Class 61 contains 2524 members 
Mstep: Class 62 contains 7710 members 
Mstep: Class 63 contains 445 members 
Mstep: Class 64 contains 6535 members 
Mstep: Class 65 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750320.000000 Penalty: 225349.328125
Iteration 142Q: 66 clusters Score -1.337503e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 2205 members 
Mstep: Class 4 contains 47089 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 59666 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175217 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7070 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 24385 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 16 contains 23321 members 
Mstep: Class 17 contains 10129 members 
Mstep: Class 18 contains 50699 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 28085 members 
Mstep: Class 21 contains 10753 members 
Mstep: Class 22 contains 6416 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17021 members 
Mstep: Class 25 contains 21982 members 
Mstep: Class 26 contains 19630 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 86399 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102699 members 
Mstep: Class 31 contains 8669 members 
Mstep: Class 32 contains 2864 members 
Mstep: Class 33 contains 10316 members 
Mstep: Class 34 contains 14524 members 
Mstep: Class 35 contains 801 members 
Mstep: Class 36 contains 3549 members 
Mstep: Class 37 contains 13681 members 
Mstep: Class 38 contains 3118 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6051 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24947 members 
Mstep: Class 44 contains 987 members 
Mstep: Class 45 contains 5399 members 
Mstep: Class 46 contains 4909 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5561 members 
Mstep: Class 49 contains 5992 members 
Mstep: Class 50 contains 189431 members 
Mstep: Class 51 contains 2796 members 
Mstep: Class 52 contains 2307 members 
Mstep: Class 53 contains 2918 members 
Mstep: Class 54 contains 28416 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 7016 members 
Mstep: Class 57 contains 11378 members 
Mstep: Class 58 contains 12161 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4235 members 
Mstep: Class 61 contains 2624 members 
Mstep: Class 62 contains 7789 members 
Mstep: Class 63 contains 445 members 
Mstep: Class 64 contains 6538 members 
Mstep: Class 65 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750160.000000 Penalty: 225349.328125
Iteration 143Q: 66 clusters Score -1.337502e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 2205 members 
Mstep: Class 4 contains 46920 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 59513 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175212 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16216 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 24621 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 23339 members 
Mstep: Class 17 contains 10130 members 
Mstep: Class 18 contains 50665 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 28106 members 
Mstep: Class 21 contains 10755 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17016 members 
Mstep: Class 25 contains 21980 members 
Mstep: Class 26 contains 19605 members 
Mstep: Class 27 contains 8469 members 
Mstep: Class 28 contains 86300 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 102723 members 
Mstep: Class 31 contains 8664 members 
Mstep: Class 32 contains 2811 members 
Mstep: Class 33 contains 10296 members 
Mstep: Class 34 contains 14528 members 
Mstep: Class 35 contains 803 members 
Mstep: Class 36 contains 3553 members 
Mstep: Class 37 contains 13738 members 
Mstep: Class 38 contains 3119 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6057 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24925 members 
Mstep: Class 44 contains 978 members 
Mstep: Class 45 contains 5392 members 
Mstep: Class 46 contains 4887 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5562 members 
Mstep: Class 49 contains 6005 members 
Mstep: Class 50 contains 189428 members 
Mstep: Class 51 contains 2795 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2919 members 
Mstep: Class 54 contains 28444 members 
Mstep: Class 55 contains 4755 members 
Mstep: Class 56 contains 7010 members 
Mstep: Class 57 contains 11469 members 
Mstep: Class 58 contains 12141 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4236 members 
Mstep: Class 61 contains 2714 members 
Mstep: Class 62 contains 7859 members 
Mstep: Class 63 contains 445 members 
Mstep: Class 64 contains 6539 members 
Mstep: Class 65 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750128.000000 Penalty: 225349.328125
Iteration 144Q: 66 clusters Score -1.337501e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 46739 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 59370 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16216 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7070 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 24846 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 16 contains 23361 members 
Mstep: Class 17 contains 10131 members 
Mstep: Class 18 contains 50647 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 28128 members 
Mstep: Class 21 contains 10757 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17010 members 
Mstep: Class 25 contains 21961 members 
Mstep: Class 26 contains 19578 members 
Mstep: Class 27 contains 8476 members 
Mstep: Class 28 contains 86193 members 
Mstep: Class 29 contains 5071 members 
Mstep: Class 30 contains 102760 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 10283 members 
Mstep: Class 34 contains 14528 members 
Mstep: Class 35 contains 803 members 
Mstep: Class 36 contains 3553 members 
Mstep: Class 37 contains 13793 members 
Mstep: Class 38 contains 3122 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6065 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24908 members 
Mstep: Class 44 contains 976 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 4860 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5562 members 
Mstep: Class 49 contains 6017 members 
Mstep: Class 50 contains 189434 members 
Mstep: Class 51 contains 2794 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2922 members 
Mstep: Class 54 contains 28491 members 
Mstep: Class 55 contains 4757 members 
Mstep: Class 56 contains 7009 members 
Mstep: Class 57 contains 11535 members 
Mstep: Class 58 contains 12133 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4234 members 
Mstep: Class 61 contains 2802 members 
Mstep: Class 62 contains 7925 members 
Mstep: Class 63 contains 445 members 
Mstep: Class 64 contains 6539 members 
Mstep: Class 65 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749944.000000 Penalty: 225349.328125
Iteration 145Q: 66 clusters Score -1.337499e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 46583 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 59196 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175196 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16215 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7070 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 25102 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 23388 members 
Mstep: Class 17 contains 10131 members 
Mstep: Class 18 contains 50644 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 28118 members 
Mstep: Class 21 contains 10760 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17005 members 
Mstep: Class 25 contains 21953 members 
Mstep: Class 26 contains 19553 members 
Mstep: Class 27 contains 8482 members 
Mstep: Class 28 contains 86089 members 
Mstep: Class 29 contains 5070 members 
Mstep: Class 30 contains 102785 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2680 members 
Mstep: Class 33 contains 10271 members 
Mstep: Class 34 contains 14528 members 
Mstep: Class 35 contains 804 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 13830 members 
Mstep: Class 38 contains 3123 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6074 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24907 members 
Mstep: Class 44 contains 976 members 
Mstep: Class 45 contains 5382 members 
Mstep: Class 46 contains 4833 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5562 members 
Mstep: Class 49 contains 6026 members 
Mstep: Class 50 contains 189459 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28510 members 
Mstep: Class 55 contains 4754 members 
Mstep: Class 56 contains 7017 members 
Mstep: Class 57 contains 11601 members 
Mstep: Class 58 contains 12121 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4231 members 
Mstep: Class 61 contains 2904 members 
Mstep: Class 62 contains 7981 members 
Mstep: Class 63 contains 445 members 
Mstep: Class 64 contains 6540 members 
Mstep: Class 65 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750376.000000 Penalty: 225349.328125
Iteration 146Q: 66 clusters Score -1.337504e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 46425 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 59019 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175187 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7064 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 25378 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 16 contains 23422 members 
Mstep: Class 17 contains 10129 members 
Mstep: Class 18 contains 50626 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 28104 members 
Mstep: Class 21 contains 10761 members 
Mstep: Class 22 contains 6421 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17010 members 
Mstep: Class 25 contains 21935 members 
Mstep: Class 26 contains 19530 members 
Mstep: Class 27 contains 8489 members 
Mstep: Class 28 contains 86006 members 
Mstep: Class 29 contains 5070 members 
Mstep: Class 30 contains 102809 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 10254 members 
Mstep: Class 34 contains 14534 members 
Mstep: Class 35 contains 804 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 13870 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6082 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24898 members 
Mstep: Class 44 contains 976 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 4811 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5562 members 
Mstep: Class 49 contains 6044 members 
Mstep: Class 50 contains 189482 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2919 members 
Mstep: Class 54 contains 28519 members 
Mstep: Class 55 contains 4748 members 
Mstep: Class 56 contains 7032 members 
Mstep: Class 57 contains 11651 members 
Mstep: Class 58 contains 12109 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4229 members 
Mstep: Class 61 contains 2983 members 
Mstep: Class 62 contains 8031 members 
Mstep: Class 63 contains 445 members 
Mstep: Class 64 contains 6541 members 
Mstep: Class 65 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750368.000000 Penalty: 225349.328125
Iteration 147Q: 66 clusters Score -1.337504e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 46256 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 58833 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175182 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 25667 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 23462 members 
Mstep: Class 17 contains 10131 members 
Mstep: Class 18 contains 50597 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 28091 members 
Mstep: Class 21 contains 10762 members 
Mstep: Class 22 contains 6422 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17014 members 
Mstep: Class 25 contains 21908 members 
Mstep: Class 26 contains 19509 members 
Mstep: Class 27 contains 8492 members 
Mstep: Class 28 contains 85931 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 102849 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 2550 members 
Mstep: Class 33 contains 10239 members 
Mstep: Class 34 contains 14536 members 
Mstep: Class 35 contains 804 members 
Mstep: Class 36 contains 3556 members 
Mstep: Class 37 contains 13913 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6089 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24882 members 
Mstep: Class 44 contains 976 members 
Mstep: Class 45 contains 5372 members 
Mstep: Class 46 contains 4788 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5562 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 189500 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2919 members 
Mstep: Class 54 contains 28537 members 
Mstep: Class 55 contains 4748 members 
Mstep: Class 56 contains 7044 members 
Mstep: Class 57 contains 11702 members 
Mstep: Class 58 contains 12103 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4227 members 
Mstep: Class 61 contains 3062 members 
Mstep: Class 62 contains 8071 members 
Mstep: Class 63 contains 445 members 
Mstep: Class 64 contains 6545 members 
Mstep: Class 65 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750528.000000 Penalty: 225349.328125
Iteration 148Q: 66 clusters Score -1.337505e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 46103 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 58647 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175177 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16215 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7059 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 25977 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 23500 members 
Mstep: Class 17 contains 10129 members 
Mstep: Class 18 contains 50535 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 28101 members 
Mstep: Class 21 contains 10763 members 
Mstep: Class 22 contains 6424 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17023 members 
Mstep: Class 25 contains 21896 members 
Mstep: Class 26 contains 19469 members 
Mstep: Class 27 contains 8497 members 
Mstep: Class 28 contains 85844 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 102865 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 2493 members 
Mstep: Class 33 contains 10231 members 
Mstep: Class 34 contains 14542 members 
Mstep: Class 35 contains 805 members 
Mstep: Class 36 contains 3557 members 
Mstep: Class 37 contains 13970 members 
Mstep: Class 38 contains 3127 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6098 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24866 members 
Mstep: Class 44 contains 975 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 4763 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5561 members 
Mstep: Class 49 contains 6074 members 
Mstep: Class 50 contains 189517 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2919 members 
Mstep: Class 54 contains 28562 members 
Mstep: Class 55 contains 4745 members 
Mstep: Class 56 contains 7057 members 
Mstep: Class 57 contains 11742 members 
Mstep: Class 58 contains 12093 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4226 members 
Mstep: Class 61 contains 3131 members 
Mstep: Class 62 contains 8107 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6546 members 
Mstep: Class 65 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750816.000000 Penalty: 225349.328125
Iteration 149Q: 66 clusters Score -1.337508e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 45934 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 58442 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175185 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 26329 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 23524 members 
Mstep: Class 17 contains 10125 members 
Mstep: Class 18 contains 50461 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 28093 members 
Mstep: Class 21 contains 10765 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17031 members 
Mstep: Class 25 contains 21883 members 
Mstep: Class 26 contains 19440 members 
Mstep: Class 27 contains 8505 members 
Mstep: Class 28 contains 85746 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 102890 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 2454 members 
Mstep: Class 33 contains 10227 members 
Mstep: Class 34 contains 14545 members 
Mstep: Class 35 contains 806 members 
Mstep: Class 36 contains 3559 members 
Mstep: Class 37 contains 14020 members 
Mstep: Class 38 contains 3128 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6108 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24857 members 
Mstep: Class 44 contains 972 members 
Mstep: Class 45 contains 5369 members 
Mstep: Class 46 contains 4743 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5562 members 
Mstep: Class 49 contains 6087 members 
Mstep: Class 50 contains 189529 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2919 members 
Mstep: Class 54 contains 28583 members 
Mstep: Class 55 contains 4744 members 
Mstep: Class 56 contains 7058 members 
Mstep: Class 57 contains 11795 members 
Mstep: Class 58 contains 12083 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4226 members 
Mstep: Class 61 contains 3195 members 
Mstep: Class 62 contains 8144 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6548 members 
Mstep: Class 65 contains 2144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751032.000000 Penalty: 225349.328125
Iteration 150Q: 66 clusters Score -1.33751e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 45778 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 58202 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175179 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7052 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 26734 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 23550 members 
Mstep: Class 17 contains 10125 members 
Mstep: Class 18 contains 50384 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 28085 members 
Mstep: Class 21 contains 10768 members 
Mstep: Class 22 contains 6422 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17036 members 
Mstep: Class 25 contains 21861 members 
Mstep: Class 26 contains 19416 members 
Mstep: Class 27 contains 8512 members 
Mstep: Class 28 contains 85664 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 102900 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 2428 members 
Mstep: Class 33 contains 10223 members 
Mstep: Class 34 contains 14553 members 
Mstep: Class 35 contains 807 members 
Mstep: Class 36 contains 3560 members 
Mstep: Class 37 contains 14077 members 
Mstep: Class 38 contains 3129 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6113 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24847 members 
Mstep: Class 44 contains 970 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 4720 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5563 members 
Mstep: Class 49 contains 6086 members 
Mstep: Class 50 contains 189533 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2919 members 
Mstep: Class 54 contains 28628 members 
Mstep: Class 55 contains 4739 members 
Mstep: Class 56 contains 7063 members 
Mstep: Class 57 contains 11843 members 
Mstep: Class 58 contains 12073 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4226 members 
Mstep: Class 61 contains 3259 members 
Mstep: Class 62 contains 8182 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6550 members 
Mstep: Class 65 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751240.000000 Penalty: 225349.328125
Iteration 151Q: 66 clusters Score -1.337512e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 45630 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 57952 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175172 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7049 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 27156 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 16 contains 23594 members 
Mstep: Class 17 contains 10121 members 
Mstep: Class 18 contains 50307 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 28093 members 
Mstep: Class 21 contains 10770 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17035 members 
Mstep: Class 25 contains 21848 members 
Mstep: Class 26 contains 19382 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 85561 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 102937 members 
Mstep: Class 31 contains 8664 members 
Mstep: Class 32 contains 2409 members 
Mstep: Class 33 contains 10220 members 
Mstep: Class 34 contains 14556 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 3560 members 
Mstep: Class 37 contains 14147 members 
Mstep: Class 38 contains 3129 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6120 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24822 members 
Mstep: Class 44 contains 969 members 
Mstep: Class 45 contains 5363 members 
Mstep: Class 46 contains 4710 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5563 members 
Mstep: Class 49 contains 6088 members 
Mstep: Class 50 contains 189530 members 
Mstep: Class 51 contains 2794 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2919 members 
Mstep: Class 54 contains 28654 members 
Mstep: Class 55 contains 4734 members 
Mstep: Class 56 contains 7070 members 
Mstep: Class 57 contains 11882 members 
Mstep: Class 58 contains 12064 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4226 members 
Mstep: Class 61 contains 3312 members 
Mstep: Class 62 contains 8206 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6552 members 
Mstep: Class 65 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751704.000000 Penalty: 225349.328125
Iteration 152Q: 66 clusters Score -1.337517e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 45480 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 57723 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175175 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16215 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7045 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 27553 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 23628 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 50221 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 28099 members 
Mstep: Class 21 contains 10773 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17043 members 
Mstep: Class 25 contains 21843 members 
Mstep: Class 26 contains 19347 members 
Mstep: Class 27 contains 8519 members 
Mstep: Class 28 contains 85452 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 102957 members 
Mstep: Class 31 contains 8665 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 10222 members 
Mstep: Class 34 contains 14559 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 3561 members 
Mstep: Class 37 contains 14216 members 
Mstep: Class 38 contains 3130 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6125 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24804 members 
Mstep: Class 44 contains 966 members 
Mstep: Class 45 contains 5359 members 
Mstep: Class 46 contains 4703 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5563 members 
Mstep: Class 49 contains 6088 members 
Mstep: Class 50 contains 189541 members 
Mstep: Class 51 contains 2794 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28657 members 
Mstep: Class 55 contains 4731 members 
Mstep: Class 56 contains 7078 members 
Mstep: Class 57 contains 11910 members 
Mstep: Class 58 contains 12056 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4226 members 
Mstep: Class 61 contains 3368 members 
Mstep: Class 62 contains 8241 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6553 members 
Mstep: Class 65 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751744.000000 Penalty: 225349.328125
Iteration 153Q: 66 clusters Score -1.337517e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 45323 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 57480 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 175184 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16215 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 23661 members 
Mstep: Class 17 contains 10125 members 
Mstep: Class 18 contains 50141 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 28107 members 
Mstep: Class 21 contains 10778 members 
Mstep: Class 22 contains 6427 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17049 members 
Mstep: Class 25 contains 21837 members 
Mstep: Class 26 contains 19321 members 
Mstep: Class 27 contains 8523 members 
Mstep: Class 28 contains 85362 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 102985 members 
Mstep: Class 31 contains 8664 members 
Mstep: Class 32 contains 2378 members 
Mstep: Class 33 contains 10213 members 
Mstep: Class 34 contains 14564 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3565 members 
Mstep: Class 37 contains 14291 members 
Mstep: Class 38 contains 3130 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24795 members 
Mstep: Class 44 contains 962 members 
Mstep: Class 45 contains 5355 members 
Mstep: Class 46 contains 4698 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5563 members 
Mstep: Class 49 contains 6092 members 
Mstep: Class 50 contains 189536 members 
Mstep: Class 51 contains 2794 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2921 members 
Mstep: Class 54 contains 28657 members 
Mstep: Class 55 contains 4731 members 
Mstep: Class 56 contains 7077 members 
Mstep: Class 57 contains 11949 members 
Mstep: Class 58 contains 12045 members 
Mstep: Class 59 contains 2886 members 
Mstep: Class 60 contains 4226 members 
Mstep: Class 61 contains 3403 members 
Mstep: Class 62 contains 8276 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6557 members 
Mstep: Class 65 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751928.000000 Penalty: 225349.328125
Iteration 154Q: 66 clusters Score -1.337519e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 45179 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 57226 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175176 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16216 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7028 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 28352 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 23702 members 
Mstep: Class 17 contains 10127 members 
Mstep: Class 18 contains 50080 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 28099 members 
Mstep: Class 21 contains 10781 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17047 members 
Mstep: Class 25 contains 21832 members 
Mstep: Class 26 contains 19289 members 
Mstep: Class 27 contains 8526 members 
Mstep: Class 28 contains 85275 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103022 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 2369 members 
Mstep: Class 33 contains 10203 members 
Mstep: Class 34 contains 14570 members 
Mstep: Class 35 contains 810 members 
Mstep: Class 36 contains 3565 members 
Mstep: Class 37 contains 14363 members 
Mstep: Class 38 contains 3130 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6138 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24791 members 
Mstep: Class 44 contains 959 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4694 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5564 members 
Mstep: Class 49 contains 6100 members 
Mstep: Class 50 contains 189533 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2921 members 
Mstep: Class 54 contains 28659 members 
Mstep: Class 55 contains 4728 members 
Mstep: Class 56 contains 7068 members 
Mstep: Class 57 contains 11976 members 
Mstep: Class 58 contains 12033 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4226 members 
Mstep: Class 61 contains 3444 members 
Mstep: Class 62 contains 8304 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6562 members 
Mstep: Class 65 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752320.000000 Penalty: 225349.328125
Iteration 155Q: 66 clusters Score -1.337523e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 45062 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56919 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175167 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16215 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 28808 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 23733 members 
Mstep: Class 17 contains 10120 members 
Mstep: Class 18 contains 50014 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 28078 members 
Mstep: Class 21 contains 10787 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17045 members 
Mstep: Class 25 contains 21832 members 
Mstep: Class 26 contains 19262 members 
Mstep: Class 27 contains 8539 members 
Mstep: Class 28 contains 85195 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103058 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 2367 members 
Mstep: Class 33 contains 10197 members 
Mstep: Class 34 contains 14575 members 
Mstep: Class 35 contains 811 members 
Mstep: Class 36 contains 3565 members 
Mstep: Class 37 contains 14434 members 
Mstep: Class 38 contains 3130 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6150 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24789 members 
Mstep: Class 44 contains 955 members 
Mstep: Class 45 contains 5355 members 
Mstep: Class 46 contains 4694 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6113 members 
Mstep: Class 50 contains 189551 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28647 members 
Mstep: Class 55 contains 4726 members 
Mstep: Class 56 contains 7068 members 
Mstep: Class 57 contains 11986 members 
Mstep: Class 58 contains 12015 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4225 members 
Mstep: Class 61 contains 3477 members 
Mstep: Class 62 contains 8325 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752144.000000 Penalty: 225349.328125
Iteration 156Q: 66 clusters Score -1.337521e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 44932 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56605 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175178 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 29277 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 23757 members 
Mstep: Class 17 contains 10117 members 
Mstep: Class 18 contains 49954 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 28071 members 
Mstep: Class 21 contains 10793 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17044 members 
Mstep: Class 25 contains 21840 members 
Mstep: Class 26 contains 19240 members 
Mstep: Class 27 contains 8547 members 
Mstep: Class 28 contains 85135 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103085 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 2363 members 
Mstep: Class 33 contains 10197 members 
Mstep: Class 34 contains 14577 members 
Mstep: Class 35 contains 811 members 
Mstep: Class 36 contains 3562 members 
Mstep: Class 37 contains 14493 members 
Mstep: Class 38 contains 3132 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6157 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24782 members 
Mstep: Class 44 contains 952 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4692 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6122 members 
Mstep: Class 50 contains 189552 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28634 members 
Mstep: Class 55 contains 4726 members 
Mstep: Class 56 contains 7061 members 
Mstep: Class 57 contains 11996 members 
Mstep: Class 58 contains 12001 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4226 members 
Mstep: Class 61 contains 3507 members 
Mstep: Class 62 contains 8347 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752272.000000 Penalty: 225349.328125
Iteration 157Q: 66 clusters Score -1.337523e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 44836 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 56301 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 175177 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16210 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 7007 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 29741 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 23771 members 
Mstep: Class 17 contains 10115 members 
Mstep: Class 18 contains 49881 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 28060 members 
Mstep: Class 21 contains 10794 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17040 members 
Mstep: Class 25 contains 21847 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 8553 members 
Mstep: Class 28 contains 85061 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103104 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10198 members 
Mstep: Class 34 contains 14577 members 
Mstep: Class 35 contains 811 members 
Mstep: Class 36 contains 3558 members 
Mstep: Class 37 contains 14558 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6163 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24771 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4688 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6136 members 
Mstep: Class 50 contains 189565 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2308 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28624 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7051 members 
Mstep: Class 57 contains 12015 members 
Mstep: Class 58 contains 11988 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4225 members 
Mstep: Class 61 contains 3537 members 
Mstep: Class 62 contains 8363 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752688.000000 Penalty: 225349.328125
Iteration 158Q: 66 clusters Score -1.337527e+08 nChanged 1123
Entering ConstructFrom: 
Score: -133752688.000000 Penalty: 225349.328125
Entering ConstructFrom: 
Trying to split cluster 1 (23629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Entering Unmasked Estep 
Score: -2785473.500000 Penalty: 2497.417236
	Iteration 0F: 2 clusters Score -2785474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2769023.000000 Penalty: 4994.834473
	Iteration 0F: 3 clusters Score -2769023 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2774776.750000 Penalty: 4994.834473
	Iteration 1F: 3 clusters Score -2774777 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2775395.750000 Penalty: 4994.834473
	Iteration 2F: 3 clusters Score -2775396 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2776144.000000 Penalty: 4994.834473
	Iteration 3F: 3 clusters Score -2776144 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2777104.250000 Penalty: 4994.834473
	Iteration 4F: 3 clusters Score -2777104 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2778160.250000 Penalty: 4994.834473
	Iteration 5F: 3 clusters Score -2778160 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2779278.000000 Penalty: 4994.834473
	Iteration 6F: 3 clusters Score -2779278 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2780507.750000 Penalty: 4994.834473
	Iteration 7F: 3 clusters Score -2780508 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2781659.500000 Penalty: 4994.834473
	Iteration 8F: 3 clusters Score -2781660 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2782674.000000 Penalty: 4994.834473
	Iteration 9Q: 3 clusters Score -2782674 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2783368.250000 Penalty: 4994.834473
	Iteration 10Q: 3 clusters Score -2783368 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2783735.500000 Penalty: 4994.834473
	Iteration 11Q: 3 clusters Score -2783736 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2783944.000000 Penalty: 4994.834473
	Iteration 12Q: 3 clusters Score -2783944 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2784064.500000 Penalty: 4994.834473
	Iteration 13Q: 3 clusters Score -2784064 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2784148.250000 Penalty: 4994.834473
	Iteration 14Q: 3 clusters Score -2784148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2784187.750000 Penalty: 4994.834473
	Iteration 15Q: 3 clusters Score -2784188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2784200.000000 Penalty: 4994.834473
	Iteration 16Q: 3 clusters Score -2784200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2784212.000000 Penalty: 4994.834473
	Iteration 17Q: 3 clusters Score -2784212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2784215.000000 Penalty: 4994.834473
	Iteration 18Q: 3 clusters Score -2784215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2784222.000000 Penalty: 4994.834473
	Iteration 19Q: 3 clusters Score -2784222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2784219.250000 Penalty: 4994.834473
	Iteration 20F: 3 clusters Score -2784219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2784225.500000 Penalty: 4994.834473
	Iteration 21Q: 3 clusters Score -2784226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2784226.750000 Penalty: 4994.834473
	Iteration 22Q: 3 clusters Score -2784227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2784230.250000 Penalty: 4994.834473
	Iteration 23Q: 3 clusters Score -2784230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2784228.500000 Penalty: 4994.834473
	Iteration 24Q: 3 clusters Score -2784228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2784231.000000 Penalty: 4994.834473
	Iteration 25Q: 3 clusters Score -2784231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2784231.000000 Penalty: 4994.834473
	Iteration 26F: 3 clusters Score -2784231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -189797.687500 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -189797.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187703.812500 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -187703.8 nChanged 482
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: -188703.203125 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -188703.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -189730.937500 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -189730.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -190880.453125 Penalty: 3608.828857
	Iteration 3F: 3 clusters Score -190880.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -191557.312500 Penalty: 3608.828857
	Iteration 4F: 3 clusters Score -191557.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -192054.484375 Penalty: 3608.828857
	Iteration 5Q: 3 clusters Score -192054.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -192391.906250 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -192391.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -192491.125000 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -192491.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -192554.406250 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -192554.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -192586.234375 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -192586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -192606.265625 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -192606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -192624.375000 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -192624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -192641.734375 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -192641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -192671.250000 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -192671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -192711.531250 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -192711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -192842.296875 Penalty: 3608.828857
	Iteration 15Q: 3 clusters Score -192842.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -192936.828125 Penalty: 3608.828857
	Iteration 16Q: 3 clusters Score -192936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -192940.500000 Penalty: 3608.828857
	Iteration 17Q: 3 clusters Score -192940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -192944.421875 Penalty: 3608.828857
	Iteration 18Q: 3 clusters Score -192944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -192948.046875 Penalty: 3608.828857
	Iteration 19F: 3 clusters Score -192948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -192960.890625 Penalty: 3608.828857
	Iteration 20F: 3 clusters Score -192960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -192970.843750 Penalty: 3608.828857
	Iteration 21Q: 3 clusters Score -192970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -192982.390625 Penalty: 3608.828857
	Iteration 22Q: 3 clusters Score -192982.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -192985.125000 Penalty: 3608.828857
	Iteration 23Q: 3 clusters Score -192985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -192988.078125 Penalty: 3608.828857
	Iteration 24Q: 3 clusters Score -192988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -192991.421875 Penalty: 3608.828857
	Iteration 25Q: 3 clusters Score -192991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -192989.703125 Penalty: 3608.828857
	Iteration 26Q: 3 clusters Score -192989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -192992.500000 Penalty: 3608.828857
	Iteration 27Q: 3 clusters Score -192992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -192991.656250 Penalty: 3608.828857
	Iteration 28Q: 3 clusters Score -192991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -192991.656250 Penalty: 3608.828857
	Iteration 29F: 3 clusters Score -192991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 14579 members 
Mstep: Class 35 contains 811 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4224 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Mstep: Class 66 contains 637 members 
Entering Unmasked Estep 
Score: -133754512.000000 Penalty: 228816.234375
Splitting cluster 2 changes total score from -133752688.000000 to -133754512.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 3 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -306754.562500 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -306754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -304099.500000 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -304099.5 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -305258.281250 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -305258.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -306037.593750 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -306037.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -306309.406250 Penalty: 3818.222412
	Iteration 3F: 3 clusters Score -306309.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -306505.718750 Penalty: 3818.222412
	Iteration 4F: 3 clusters Score -306505.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -306643.625000 Penalty: 3818.222412
	Iteration 5Q: 3 clusters Score -306643.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -306724.000000 Penalty: 3818.222412
	Iteration 6Q: 3 clusters Score -306724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -306756.906250 Penalty: 3818.222412
	Iteration 7Q: 3 clusters Score -306756.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -306776.968750 Penalty: 3818.222412
	Iteration 8Q: 3 clusters Score -306777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -306791.968750 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -306792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -306807.343750 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -306807.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -306827.812500 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -306827.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -306842.375000 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -306842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -306848.062500 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -306848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -306851.125000 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -306851.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -306854.906250 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -306854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -306856.718750 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -306856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -306857.468750 Penalty: 3818.222412
	Iteration 17Q: 3 clusters Score -306857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -306857.468750 Penalty: 3818.222412
	Iteration 18F: 3 clusters Score -306857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 14579 members 
Mstep: Class 35 contains 811 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4224 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Mstep: Class 66 contains 637 members 
Mstep: Class 67 contains 1685 members 
Entering Unmasked Estep 
Score: -133753088.000000 Penalty: 232283.140625
Splitting cluster 3 changes total score from -133752688.000000 to -133753088.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 4 (44758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Entering Unmasked Estep 
Score: -5241447.500000 Penalty: 2655.838379
	Iteration 0F: 2 clusters Score -5241448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5211233.500000 Penalty: 5311.676758
	Iteration 0F: 3 clusters Score -5211234 nChanged 20540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -5222873.500000 Penalty: 5311.676758
	Iteration 1F: 3 clusters Score -5222874 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -5223933.000000 Penalty: 5311.676758
	Iteration 2F: 3 clusters Score -5223933 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -5225256.500000 Penalty: 5311.676758
	Iteration 3F: 3 clusters Score -5225256 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -5227029.500000 Penalty: 5311.676758
	Iteration 4F: 3 clusters Score -5227030 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -5229467.000000 Penalty: 5311.676758
	Iteration 5F: 3 clusters Score -5229467 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -5232354.500000 Penalty: 5311.676758
	Iteration 6F: 3 clusters Score -5232354 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5235136.500000 Penalty: 5311.676758
	Iteration 7F: 3 clusters Score -5235136 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -5237153.000000 Penalty: 5311.676758
	Iteration 8Q: 3 clusters Score -5237153 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -5238353.000000 Penalty: 5311.676758
	Iteration 9Q: 3 clusters Score -5238353 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -5238954.000000 Penalty: 5311.676758
	Iteration 10Q: 3 clusters Score -5238954 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -5239245.500000 Penalty: 5311.676758
	Iteration 11Q: 3 clusters Score -5239246 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -5239421.500000 Penalty: 5311.676758
	Iteration 12Q: 3 clusters Score -5239422 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -5239526.500000 Penalty: 5311.676758
	Iteration 13Q: 3 clusters Score -5239526 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -5239619.500000 Penalty: 5311.676758
	Iteration 14Q: 3 clusters Score -5239620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5239681.000000 Penalty: 5311.676758
	Iteration 15Q: 3 clusters Score -5239681 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -5239736.500000 Penalty: 5311.676758
	Iteration 16Q: 3 clusters Score -5239736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -5239752.500000 Penalty: 5311.676758
	Iteration 17Q: 3 clusters Score -5239752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -5239764.000000 Penalty: 5311.676758
	Iteration 18Q: 3 clusters Score -5239764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5239796.000000 Penalty: 5311.676758
	Iteration 19Q: 3 clusters Score -5239796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5239806.000000 Penalty: 5311.676758
	Iteration 20F: 3 clusters Score -5239806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5239823.000000 Penalty: 5311.676758
	Iteration 21Q: 3 clusters Score -5239823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -5239816.000000 Penalty: 5311.676758
	Iteration 22Q: 3 clusters Score -5239816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -5239826.500000 Penalty: 5311.676758
	Iteration 23Q: 3 clusters Score -5239826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5239837.000000 Penalty: 5311.676758
	Iteration 24Q: 3 clusters Score -5239837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -5239834.000000 Penalty: 5311.676758
	Iteration 25Q: 3 clusters Score -5239834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -5239853.500000 Penalty: 5311.676758
	Iteration 26Q: 3 clusters Score -5239854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -5239859.000000 Penalty: 5311.676758
	Iteration 27Q: 3 clusters Score -5239859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -5239859.000000 Penalty: 5311.676758
	Iteration 28Q: 3 clusters Score -5239859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5239862.000000 Penalty: 5311.676758
	Iteration 29Q: 3 clusters Score -5239862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5239854.500000 Penalty: 5311.676758
	Iteration 30Q: 3 clusters Score -5239854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -5239853.500000 Penalty: 5311.676758
	Iteration 31Q: 3 clusters Score -5239854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -5239856.000000 Penalty: 5311.676758
	Iteration 32Q: 3 clusters Score -5239856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5239859.500000 Penalty: 5311.676758
	Iteration 33Q: 3 clusters Score -5239860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -5239858.500000 Penalty: 5311.676758
	Iteration 34Q: 3 clusters Score -5239858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -5239854.500000 Penalty: 5311.676758
	Iteration 35Q: 3 clusters Score -5239854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -5239870.000000 Penalty: 5311.676758
	Iteration 36Q: 3 clusters Score -5239870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -5239868.500000 Penalty: 5311.676758
	Iteration 37Q: 3 clusters Score -5239868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -5239857.500000 Penalty: 5311.676758
	Iteration 38Q: 3 clusters Score -5239858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -5239861.000000 Penalty: 5311.676758
	Iteration 39Q: 3 clusters Score -5239861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -5239859.500000 Penalty: 5311.676758
	Iteration 40F: 3 clusters Score -5239860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -5239861.500000 Penalty: 5311.676758
	Iteration 41Q: 3 clusters Score -5239862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -5239860.500000 Penalty: 5311.676758
	Iteration 42Q: 3 clusters Score -5239860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5239863.000000 Penalty: 5311.676758
	Iteration 43Q: 3 clusters Score -5239863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -5239859.500000 Penalty: 5311.676758
	Iteration 44Q: 3 clusters Score -5239860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -5239859.500000 Penalty: 5311.676758
	Iteration 45F: 3 clusters Score -5239860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -442973.937500 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -442973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -439277.187500 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -439277.2 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -440042.125000 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -440042.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -440225.187500 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -440225.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -440344.000000 Penalty: 4078.120117
	Iteration 3Q: 3 clusters Score -440344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -440424.781250 Penalty: 4078.120117
	Iteration 4Q: 3 clusters Score -440424.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -440492.062500 Penalty: 4078.120117
	Iteration 5Q: 3 clusters Score -440492.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -440541.812500 Penalty: 4078.120117
	Iteration 6Q: 3 clusters Score -440541.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -440589.156250 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -440589.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -440627.281250 Penalty: 4078.120117
	Iteration 8Q: 3 clusters Score -440627.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -440659.812500 Penalty: 4078.120117
	Iteration 9Q: 3 clusters Score -440659.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -440687.593750 Penalty: 4078.120117
	Iteration 10Q: 3 clusters Score -440687.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -440717.968750 Penalty: 4078.120117
	Iteration 11Q: 3 clusters Score -440718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -440742.468750 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -440742.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -440765.875000 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -440765.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -440789.593750 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -440789.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -440809.843750 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -440809.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -440827.781250 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -440827.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -440845.343750 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -440845.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -440860.343750 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -440860.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -440878.781250 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -440878.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -440897.187500 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -440897.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -440910.468750 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -440910.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -440923.906250 Penalty: 4078.120117
	Iteration 22Q: 3 clusters Score -440923.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -440942.156250 Penalty: 4078.120117
	Iteration 23Q: 3 clusters Score -440942.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -440953.687500 Penalty: 4078.120117
	Iteration 24Q: 3 clusters Score -440953.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -440968.656250 Penalty: 4078.120117
	Iteration 25Q: 3 clusters Score -440968.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -440984.281250 Penalty: 4078.120117
	Iteration 26Q: 3 clusters Score -440984.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -441000.062500 Penalty: 4078.120117
	Iteration 27Q: 3 clusters Score -441000.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -441014.437500 Penalty: 4078.120117
	Iteration 28Q: 3 clusters Score -441014.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -441024.156250 Penalty: 4078.120117
	Iteration 29Q: 3 clusters Score -441024.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -441032.718750 Penalty: 4078.120117
	Iteration 30Q: 3 clusters Score -441032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -441039.062500 Penalty: 4078.120117
	Iteration 31Q: 3 clusters Score -441039.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -441046.187500 Penalty: 4078.120117
	Iteration 32Q: 3 clusters Score -441046.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -441057.312500 Penalty: 4078.120117
	Iteration 33Q: 3 clusters Score -441057.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -441068.656250 Penalty: 4078.120117
	Iteration 34Q: 3 clusters Score -441068.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -441077.093750 Penalty: 4078.120117
	Iteration 35Q: 3 clusters Score -441077.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -441082.281250 Penalty: 4078.120117
	Iteration 36Q: 3 clusters Score -441082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -441085.718750 Penalty: 4078.120117
	Iteration 37Q: 3 clusters Score -441085.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -441090.218750 Penalty: 4078.120117
	Iteration 38Q: 3 clusters Score -441090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -441095.500000 Penalty: 4078.120117
	Iteration 39Q: 3 clusters Score -441095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -441096.750000 Penalty: 4078.120117
	Iteration 40F: 3 clusters Score -441096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -441099.531250 Penalty: 4078.120117
	Iteration 41Q: 3 clusters Score -441099.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -441102.500000 Penalty: 4078.120117
	Iteration 42Q: 3 clusters Score -441102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -441105.843750 Penalty: 4078.120117
	Iteration 43Q: 3 clusters Score -441105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -441107.750000 Penalty: 4078.120117
	Iteration 44Q: 3 clusters Score -441107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -441111.437500 Penalty: 4078.120117
	Iteration 45Q: 3 clusters Score -441111.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -441115.812500 Penalty: 4078.120117
	Iteration 46Q: 3 clusters Score -441115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -441117.156250 Penalty: 4078.120117
	Iteration 47Q: 3 clusters Score -441117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -441117.843750 Penalty: 4078.120117
	Iteration 48Q: 3 clusters Score -441117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -441119.625000 Penalty: 4078.120117
	Iteration 49Q: 3 clusters Score -441119.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -441123.125000 Penalty: 4078.120117
	Iteration 50Q: 3 clusters Score -441123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -441124.812500 Penalty: 4078.120117
	Iteration 51Q: 3 clusters Score -441124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -441127.656250 Penalty: 4078.120117
	Iteration 52Q: 3 clusters Score -441127.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -441130.562500 Penalty: 4078.120117
	Iteration 53Q: 3 clusters Score -441130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -441131.906250 Penalty: 4078.120117
	Iteration 54Q: 3 clusters Score -441131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -441132.843750 Penalty: 4078.120117
	Iteration 55Q: 3 clusters Score -441132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -441133.750000 Penalty: 4078.120117
	Iteration 56Q: 3 clusters Score -441133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -441134.343750 Penalty: 4078.120117
	Iteration 57Q: 3 clusters Score -441134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -441134.937500 Penalty: 4078.120117
	Iteration 58Q: 3 clusters Score -441134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -441136.000000 Penalty: 4078.120117
	Iteration 59Q: 3 clusters Score -441136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -441136.812500 Penalty: 4078.120117
	Iteration 60F: 3 clusters Score -441136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -441138.562500 Penalty: 4078.120117
	Iteration 61Q: 3 clusters Score -441138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -441139.000000 Penalty: 4078.120117
	Iteration 62Q: 3 clusters Score -441139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -441140.156250 Penalty: 4078.120117
	Iteration 63Q: 3 clusters Score -441140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -441140.156250 Penalty: 4078.120117
	Iteration 64F: 3 clusters Score -441140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Entering Unmasked Estep 
Score: -6763645.000000 Penalty: 2711.423828
	Iteration 0F: 2 clusters Score -6763645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -6726093.500000 Penalty: 5422.847656
	Iteration 0F: 3 clusters Score -6726094 nChanged 25862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -6740554.000000 Penalty: 5422.847656
	Iteration 1F: 3 clusters Score -6740554 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -6741386.500000 Penalty: 5422.847656
	Iteration 2Q: 3 clusters Score -6741386 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -6742399.500000 Penalty: 5422.847656
	Iteration 3Q: 3 clusters Score -6742400 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -6743659.000000 Penalty: 5422.847656
	Iteration 4Q: 3 clusters Score -6743659 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -6745218.000000 Penalty: 5422.847656
	Iteration 5F: 3 clusters Score -6745218 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -6747328.000000 Penalty: 5422.847656
	Iteration 6F: 3 clusters Score -6747328 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -6749949.000000 Penalty: 5422.847656
	Iteration 7F: 3 clusters Score -6749949 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -6752689.000000 Penalty: 5422.847656
	Iteration 8F: 3 clusters Score -6752689 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -6755119.000000 Penalty: 5422.847656
	Iteration 9F: 3 clusters Score -6755119 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -6757058.000000 Penalty: 5422.847656
	Iteration 10Q: 3 clusters Score -6757058 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -6758357.000000 Penalty: 5422.847656
	Iteration 11Q: 3 clusters Score -6758357 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -6759143.000000 Penalty: 5422.847656
	Iteration 12Q: 3 clusters Score -6759143 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -6759566.500000 Penalty: 5422.847656
	Iteration 13Q: 3 clusters Score -6759566 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6759889.000000 Penalty: 5422.847656
	Iteration 14Q: 3 clusters Score -6759889 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -6760114.500000 Penalty: 5422.847656
	Iteration 15Q: 3 clusters Score -6760114 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -6760372.500000 Penalty: 5422.847656
	Iteration 16Q: 3 clusters Score -6760372 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -6760551.000000 Penalty: 5422.847656
	Iteration 17Q: 3 clusters Score -6760551 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -6760684.500000 Penalty: 5422.847656
	Iteration 18Q: 3 clusters Score -6760684 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -6760798.000000 Penalty: 5422.847656
	Iteration 19Q: 3 clusters Score -6760798 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -6760865.500000 Penalty: 5422.847656
	Iteration 20F: 3 clusters Score -6760866 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -6760924.000000 Penalty: 5422.847656
	Iteration 21Q: 3 clusters Score -6760924 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6761005.000000 Penalty: 5422.847656
	Iteration 22Q: 3 clusters Score -6761005 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -6761021.500000 Penalty: 5422.847656
	Iteration 23Q: 3 clusters Score -6761022 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -6761054.000000 Penalty: 5422.847656
	Iteration 24Q: 3 clusters Score -6761054 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -6761103.000000 Penalty: 5422.847656
	Iteration 25Q: 3 clusters Score -6761103 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -6761127.500000 Penalty: 5422.847656
	Iteration 26Q: 3 clusters Score -6761128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -6761160.000000 Penalty: 5422.847656
	Iteration 27Q: 3 clusters Score -6761160 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -6761195.000000 Penalty: 5422.847656
	Iteration 28Q: 3 clusters Score -6761195 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -6761201.500000 Penalty: 5422.847656
	Iteration 29Q: 3 clusters Score -6761202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -6761221.500000 Penalty: 5422.847656
	Iteration 30Q: 3 clusters Score -6761222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -6761236.500000 Penalty: 5422.847656
	Iteration 31Q: 3 clusters Score -6761236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -6761256.000000 Penalty: 5422.847656
	Iteration 32Q: 3 clusters Score -6761256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -6761271.500000 Penalty: 5422.847656
	Iteration 33Q: 3 clusters Score -6761272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -6761288.500000 Penalty: 5422.847656
	Iteration 34Q: 3 clusters Score -6761288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -6761303.500000 Penalty: 5422.847656
	Iteration 35Q: 3 clusters Score -6761304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -6761311.500000 Penalty: 5422.847656
	Iteration 36Q: 3 clusters Score -6761312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -6761306.000000 Penalty: 5422.847656
	Iteration 37Q: 3 clusters Score -6761306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -6761325.000000 Penalty: 5422.847656
	Iteration 38Q: 3 clusters Score -6761325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -6761326.000000 Penalty: 5422.847656
	Iteration 39Q: 3 clusters Score -6761326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -6761328.500000 Penalty: 5422.847656
	Iteration 40F: 3 clusters Score -6761328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -6761325.500000 Penalty: 5422.847656
	Iteration 41Q: 3 clusters Score -6761326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -6761335.500000 Penalty: 5422.847656
	Iteration 42Q: 3 clusters Score -6761336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -6761339.000000 Penalty: 5422.847656
	Iteration 43Q: 3 clusters Score -6761339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -6761348.500000 Penalty: 5422.847656
	Iteration 44Q: 3 clusters Score -6761348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -6761355.000000 Penalty: 5422.847656
	Iteration 45Q: 3 clusters Score -6761355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -6761363.000000 Penalty: 5422.847656
	Iteration 46Q: 3 clusters Score -6761363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -6761359.500000 Penalty: 5422.847656
	Iteration 47Q: 3 clusters Score -6761360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -6761373.000000 Penalty: 5422.847656
	Iteration 48Q: 3 clusters Score -6761373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -6761361.500000 Penalty: 5422.847656
	Iteration 49Q: 3 clusters Score -6761362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -6761370.500000 Penalty: 5422.847656
	Iteration 50Q: 3 clusters Score -6761370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -6761365.500000 Penalty: 5422.847656
	Iteration 51Q: 3 clusters Score -6761366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -6761375.000000 Penalty: 5422.847656
	Iteration 52Q: 3 clusters Score -6761375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -6761376.500000 Penalty: 5422.847656
	Iteration 53Q: 3 clusters Score -6761376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -6761379.500000 Penalty: 5422.847656
	Iteration 54Q: 3 clusters Score -6761380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -6761379.000000 Penalty: 5422.847656
	Iteration 55Q: 3 clusters Score -6761379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -6761379.000000 Penalty: 5422.847656
	Iteration 56F: 3 clusters Score -6761379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -912124.500000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -912124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -905698.625000 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -905698.6 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -907546.000000 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -907546 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -907897.875000 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -907897.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -908317.875000 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -908317.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -908883.437500 Penalty: 4454.602539
	Iteration 4F: 3 clusters Score -908883.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -909510.312500 Penalty: 4454.602539
	Iteration 5F: 3 clusters Score -909510.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -909980.937500 Penalty: 4454.602539
	Iteration 6F: 3 clusters Score -909980.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -910264.625000 Penalty: 4454.602539
	Iteration 7F: 3 clusters Score -910264.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -910413.437500 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -910413.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -910518.062500 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -910518.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -910587.250000 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -910587.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -910636.187500 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -910636.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -910676.250000 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -910676.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -910706.375000 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -910706.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -910737.250000 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -910737.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -910767.437500 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -910767.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -910805.625000 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -910805.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -910867.000000 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -910867 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -910924.812500 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -910924.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -910982.750000 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -910982.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -911059.250000 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -911059.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -911143.250000 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -911143.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -911238.562500 Penalty: 4454.602539
	Iteration 22Q: 3 clusters Score -911238.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -911341.562500 Penalty: 4454.602539
	Iteration 23Q: 3 clusters Score -911341.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -911429.062500 Penalty: 4454.602539
	Iteration 24Q: 3 clusters Score -911429.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -911500.625000 Penalty: 4454.602539
	Iteration 25Q: 3 clusters Score -911500.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -911550.125000 Penalty: 4454.602539
	Iteration 26Q: 3 clusters Score -911550.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -911581.562500 Penalty: 4454.602539
	Iteration 27Q: 3 clusters Score -911581.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -911606.125000 Penalty: 4454.602539
	Iteration 28Q: 3 clusters Score -911606.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -911625.812500 Penalty: 4454.602539
	Iteration 29Q: 3 clusters Score -911625.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -911649.562500 Penalty: 4454.602539
	Iteration 30Q: 3 clusters Score -911649.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -911662.562500 Penalty: 4454.602539
	Iteration 31Q: 3 clusters Score -911662.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -911668.750000 Penalty: 4454.602539
	Iteration 32Q: 3 clusters Score -911668.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -911673.250000 Penalty: 4454.602539
	Iteration 33Q: 3 clusters Score -911673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -911676.187500 Penalty: 4454.602539
	Iteration 34Q: 3 clusters Score -911676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -911677.375000 Penalty: 4454.602539
	Iteration 35Q: 3 clusters Score -911677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -911680.750000 Penalty: 4454.602539
	Iteration 36Q: 3 clusters Score -911680.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -911684.750000 Penalty: 4454.602539
	Iteration 37Q: 3 clusters Score -911684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -911686.750000 Penalty: 4454.602539
	Iteration 38Q: 3 clusters Score -911686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -911688.937500 Penalty: 4454.602539
	Iteration 39Q: 3 clusters Score -911688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -911688.500000 Penalty: 4454.602539
	Iteration 40F: 3 clusters Score -911688.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -911691.437500 Penalty: 4454.602539
	Iteration 41Q: 3 clusters Score -911691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -911692.187500 Penalty: 4454.602539
	Iteration 42Q: 3 clusters Score -911692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -911692.250000 Penalty: 4454.602539
	Iteration 43Q: 3 clusters Score -911692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -911692.687500 Penalty: 4454.602539
	Iteration 44Q: 3 clusters Score -911692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -911693.250000 Penalty: 4454.602539
	Iteration 45Q: 3 clusters Score -911693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -911692.375000 Penalty: 4454.602539
	Iteration 46Q: 3 clusters Score -911692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -911696.937500 Penalty: 4454.602539
	Iteration 47Q: 3 clusters Score -911696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -911697.812500 Penalty: 4454.602539
	Iteration 48Q: 3 clusters Score -911697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -911701.625000 Penalty: 4454.602539
	Iteration 49Q: 3 clusters Score -911701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -911702.187500 Penalty: 4454.602539
	Iteration 50Q: 3 clusters Score -911702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -911705.375000 Penalty: 4454.602539
	Iteration 51Q: 3 clusters Score -911705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -911707.437500 Penalty: 4454.602539
	Iteration 52Q: 3 clusters Score -911707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -911708.625000 Penalty: 4454.602539
	Iteration 53Q: 3 clusters Score -911708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -911709.562500 Penalty: 4454.602539
	Iteration 54Q: 3 clusters Score -911709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -911707.687500 Penalty: 4454.602539
	Iteration 55Q: 3 clusters Score -911707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -911707.687500 Penalty: 4454.602539
	Iteration 56F: 3 clusters Score -911707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175169 members 
Entering Unmasked Estep 
Score: -20655934.000000 Penalty: 2994.229492
	Iteration 0F: 2 clusters Score -2.065593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87522 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -20540108.000000 Penalty: 5988.458984
	Iteration 0F: 3 clusters Score -2.054011e+07 nChanged 83834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -20589786.000000 Penalty: 5988.458984
	Iteration 1F: 3 clusters Score -2.058979e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -20591966.000000 Penalty: 5988.458984
	Iteration 2Q: 3 clusters Score -2.059197e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 96486 members 
Entering Unmasked Estep 
Score: -20595024.000000 Penalty: 5988.458984
	Iteration 3Q: 3 clusters Score -2.059502e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -20599726.000000 Penalty: 5988.458984
	Iteration 4F: 3 clusters Score -2.059973e+07 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 109239 members 
Entering Unmasked Estep 
Score: -20606134.000000 Penalty: 5988.458984
	Iteration 5F: 3 clusters Score -2.060613e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -20613998.000000 Penalty: 5988.458984
	Iteration 6F: 3 clusters Score -2.0614e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 125952 members 
Entering Unmasked Estep 
Score: -20621264.000000 Penalty: 5988.458984
	Iteration 7F: 3 clusters Score -2.062126e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 133431 members 
Entering Unmasked Estep 
Score: -20626798.000000 Penalty: 5988.458984
	Iteration 8F: 3 clusters Score -2.06268e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 140069 members 
Entering Unmasked Estep 
Score: -20630792.000000 Penalty: 5988.458984
	Iteration 9Q: 3 clusters Score -2.063079e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 146071 members 
Entering Unmasked Estep 
Score: -20634072.000000 Penalty: 5988.458984
	Iteration 10Q: 3 clusters Score -2.063407e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 151606 members 
Entering Unmasked Estep 
Score: -20637074.000000 Penalty: 5988.458984
	Iteration 11Q: 3 clusters Score -2.063707e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 156959 members 
Entering Unmasked Estep 
Score: -20640090.000000 Penalty: 5988.458984
	Iteration 12Q: 3 clusters Score -2.064009e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -20643352.000000 Penalty: 5988.458984
	Iteration 13Q: 3 clusters Score -2.064335e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 166397 members 
Entering Unmasked Estep 
Score: -20646616.000000 Penalty: 5988.458984
	Iteration 14Q: 3 clusters Score -2.064662e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -20649278.000000 Penalty: 5988.458984
	Iteration 15Q: 3 clusters Score -2.064928e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 172385 members 
Entering Unmasked Estep 
Score: -20651144.000000 Penalty: 5988.458984
	Iteration 16Q: 3 clusters Score -2.065114e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -20652204.000000 Penalty: 5988.458984
	Iteration 17Q: 3 clusters Score -2.06522e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 174295 members 
Entering Unmasked Estep 
Score: -20652764.000000 Penalty: 5988.458984
	Iteration 18Q: 3 clusters Score -2.065276e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 174545 members 
Entering Unmasked Estep 
Score: -20653020.000000 Penalty: 5988.458984
	Iteration 19Q: 3 clusters Score -2.065302e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 174640 members 
Entering Unmasked Estep 
Score: -20653158.000000 Penalty: 5988.458984
	Iteration 20F: 3 clusters Score -2.065316e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 174678 members 
Entering Unmasked Estep 
Score: -20653248.000000 Penalty: 5988.458984
	Iteration 21Q: 3 clusters Score -2.065325e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 174706 members 
Entering Unmasked Estep 
Score: -20653320.000000 Penalty: 5988.458984
	Iteration 22Q: 3 clusters Score -2.065332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 174732 members 
Entering Unmasked Estep 
Score: -20653336.000000 Penalty: 5988.458984
	Iteration 23Q: 3 clusters Score -2.065334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 174748 members 
Entering Unmasked Estep 
Score: -20653350.000000 Penalty: 5988.458984
	Iteration 24Q: 3 clusters Score -2.065335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 174759 members 
Entering Unmasked Estep 
Score: -20653368.000000 Penalty: 5988.458984
	Iteration 25Q: 3 clusters Score -2.065337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 174769 members 
Entering Unmasked Estep 
Score: -20653384.000000 Penalty: 5988.458984
	Iteration 26Q: 3 clusters Score -2.065338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 174779 members 
Entering Unmasked Estep 
Score: -20653396.000000 Penalty: 5988.458984
	Iteration 27Q: 3 clusters Score -2.06534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 174785 members 
Entering Unmasked Estep 
Score: -20653396.000000 Penalty: 5988.458984
	Iteration 28Q: 3 clusters Score -2.06534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 174789 members 
Entering Unmasked Estep 
Score: -20653406.000000 Penalty: 5988.458984
	Iteration 29Q: 3 clusters Score -2.065341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 174797 members 
Entering Unmasked Estep 
Score: -20653428.000000 Penalty: 5988.458984
	Iteration 30Q: 3 clusters Score -2.065343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 174800 members 
Entering Unmasked Estep 
Score: -20653434.000000 Penalty: 5988.458984
	Iteration 31Q: 3 clusters Score -2.065343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 174803 members 
Entering Unmasked Estep 
Score: -20653430.000000 Penalty: 5988.458984
	Iteration 32Q: 3 clusters Score -2.065343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 174803 members 
Entering Unmasked Estep 
Score: -20653430.000000 Penalty: 5988.458984
	Iteration 33Q: 3 clusters Score -2.065343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 174804 members 
Entering Unmasked Estep 
Score: -20653440.000000 Penalty: 5988.458984
	Iteration 34Q: 3 clusters Score -2.065344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 174803 members 
Entering Unmasked Estep 
Score: -20653424.000000 Penalty: 5988.458984
	Iteration 35Q: 3 clusters Score -2.065342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 174802 members 
Entering Unmasked Estep 
Score: -20653428.000000 Penalty: 5988.458984
	Iteration 36Q: 3 clusters Score -2.065343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174801 members 
Entering Unmasked Estep 
Score: -20653412.000000 Penalty: 5988.458984
	Iteration 37Q: 3 clusters Score -2.065341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174801 members 
Entering Unmasked Estep 
Score: -20653412.000000 Penalty: 5988.458984
	Iteration 38F: 3 clusters Score -2.065341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -28008.425781 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -28008.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26812.226562 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -26812.23 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27199.726562 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -27199.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27306.046875 Penalty: 3009.939209
	Iteration 2F: 3 clusters Score -27306.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27377.515625 Penalty: 3009.939209
	Iteration 3Q: 3 clusters Score -27377.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27494.898438 Penalty: 3009.939209
	Iteration 4Q: 3 clusters Score -27494.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27519.207031 Penalty: 3009.939209
	Iteration 5Q: 3 clusters Score -27519.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27587.353516 Penalty: 3009.939209
	Iteration 6Q: 3 clusters Score -27587.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27679.978516 Penalty: 3009.939209
	Iteration 7Q: 3 clusters Score -27679.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27712.919922 Penalty: 3009.939209
	Iteration 8Q: 3 clusters Score -27712.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27719.027344 Penalty: 3009.939209
	Iteration 9Q: 3 clusters Score -27719.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27731.652344 Penalty: 3009.939209
	Iteration 10Q: 3 clusters Score -27731.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27744.763672 Penalty: 3009.939209
	Iteration 11Q: 3 clusters Score -27744.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27748.619141 Penalty: 3009.939209
	Iteration 12Q: 3 clusters Score -27748.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27748.619141 Penalty: 3009.939209
	Iteration 13F: 3 clusters Score -27748.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Entering Unmasked Estep 
Score: -1919680.250000 Penalty: 2403.913086
	Iteration 0F: 2 clusters Score -1919680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1907978.375000 Penalty: 4807.826172
	Iteration 0F: 3 clusters Score -1907978 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1911754.125000 Penalty: 4807.826172
	Iteration 1F: 3 clusters Score -1911754 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1912374.000000 Penalty: 4807.826172
	Iteration 2F: 3 clusters Score -1912374 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1913098.500000 Penalty: 4807.826172
	Iteration 3F: 3 clusters Score -1913098 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1913943.375000 Penalty: 4807.826172
	Iteration 4F: 3 clusters Score -1913943 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1914768.750000 Penalty: 4807.826172
	Iteration 5F: 3 clusters Score -1914769 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1915552.250000 Penalty: 4807.826172
	Iteration 6F: 3 clusters Score -1915552 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1916239.250000 Penalty: 4807.826172
	Iteration 7F: 3 clusters Score -1916239 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1916790.375000 Penalty: 4807.826172
	Iteration 8Q: 3 clusters Score -1916790 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1917155.750000 Penalty: 4807.826172
	Iteration 9Q: 3 clusters Score -1917156 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1917388.875000 Penalty: 4807.826172
	Iteration 10Q: 3 clusters Score -1917389 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1917566.125000 Penalty: 4807.826172
	Iteration 11Q: 3 clusters Score -1917566 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1917718.875000 Penalty: 4807.826172
	Iteration 12Q: 3 clusters Score -1917719 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1917866.500000 Penalty: 4807.826172
	Iteration 13Q: 3 clusters Score -1917866 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1918022.625000 Penalty: 4807.826172
	Iteration 14Q: 3 clusters Score -1918023 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1918151.625000 Penalty: 4807.826172
	Iteration 15Q: 3 clusters Score -1918152 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1918270.875000 Penalty: 4807.826172
	Iteration 16Q: 3 clusters Score -1918271 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1918353.750000 Penalty: 4807.826172
	Iteration 17Q: 3 clusters Score -1918354 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1918421.250000 Penalty: 4807.826172
	Iteration 18Q: 3 clusters Score -1918421 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1918465.000000 Penalty: 4807.826172
	Iteration 19Q: 3 clusters Score -1918465 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1918491.500000 Penalty: 4807.826172
	Iteration 20F: 3 clusters Score -1918492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1918505.750000 Penalty: 4807.826172
	Iteration 21Q: 3 clusters Score -1918506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1918521.125000 Penalty: 4807.826172
	Iteration 22Q: 3 clusters Score -1918521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1918530.625000 Penalty: 4807.826172
	Iteration 23Q: 3 clusters Score -1918531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1918546.875000 Penalty: 4807.826172
	Iteration 24Q: 3 clusters Score -1918547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1918567.500000 Penalty: 4807.826172
	Iteration 25Q: 3 clusters Score -1918568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1918573.500000 Penalty: 4807.826172
	Iteration 26Q: 3 clusters Score -1918574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1918584.250000 Penalty: 4807.826172
	Iteration 27Q: 3 clusters Score -1918584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1918591.375000 Penalty: 4807.826172
	Iteration 28Q: 3 clusters Score -1918591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1918602.500000 Penalty: 4807.826172
	Iteration 29Q: 3 clusters Score -1918602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1918615.750000 Penalty: 4807.826172
	Iteration 30Q: 3 clusters Score -1918616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1918620.875000 Penalty: 4807.826172
	Iteration 31Q: 3 clusters Score -1918621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1918633.750000 Penalty: 4807.826172
	Iteration 32Q: 3 clusters Score -1918634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1918636.000000 Penalty: 4807.826172
	Iteration 33Q: 3 clusters Score -1918636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1918638.875000 Penalty: 4807.826172
	Iteration 34Q: 3 clusters Score -1918639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1918639.000000 Penalty: 4807.826172
	Iteration 35Q: 3 clusters Score -1918639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1918641.625000 Penalty: 4807.826172
	Iteration 36Q: 3 clusters Score -1918642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1918641.750000 Penalty: 4807.826172
	Iteration 37Q: 3 clusters Score -1918642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1918640.250000 Penalty: 4807.826172
	Iteration 38Q: 3 clusters Score -1918640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1918645.625000 Penalty: 4807.826172
	Iteration 39Q: 3 clusters Score -1918646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1918644.875000 Penalty: 4807.826172
	Iteration 40F: 3 clusters Score -1918645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1918650.875000 Penalty: 4807.826172
	Iteration 41Q: 3 clusters Score -1918651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1918652.500000 Penalty: 4807.826172
	Iteration 42Q: 3 clusters Score -1918652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1918651.000000 Penalty: 4807.826172
	Iteration 43Q: 3 clusters Score -1918651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1918652.500000 Penalty: 4807.826172
	Iteration 44Q: 3 clusters Score -1918652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1918655.125000 Penalty: 4807.826172
	Iteration 45Q: 3 clusters Score -1918655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1918657.875000 Penalty: 4807.826172
	Iteration 46Q: 3 clusters Score -1918658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1918660.250000 Penalty: 4807.826172
	Iteration 47Q: 3 clusters Score -1918660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1918657.875000 Penalty: 4807.826172
	Iteration 48Q: 3 clusters Score -1918658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1918658.500000 Penalty: 4807.826172
	Iteration 49Q: 3 clusters Score -1918658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1918662.000000 Penalty: 4807.826172
	Iteration 50Q: 3 clusters Score -1918662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1918662.750000 Penalty: 4807.826172
	Iteration 51Q: 3 clusters Score -1918663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1918662.750000 Penalty: 4807.826172
	Iteration 52F: 3 clusters Score -1918663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -258934.093750 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -258934.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -256133.765625 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -256133.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -256647.343750 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -256647.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -256797.562500 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -256797.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -256885.843750 Penalty: 3830.228516
	Iteration 3Q: 3 clusters Score -256885.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -256955.312500 Penalty: 3830.228516
	Iteration 4Q: 3 clusters Score -256955.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -257010.421875 Penalty: 3830.228516
	Iteration 5Q: 3 clusters Score -257010.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -257051.796875 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -257051.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -257084.750000 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -257084.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -257111.687500 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -257111.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -257121.375000 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -257121.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -257127.671875 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -257127.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257133.125000 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -257133.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257140.390625 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -257140.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257147.093750 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -257147.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257155.234375 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -257155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -257160.109375 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -257160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257167.265625 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -257167.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -257177.531250 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -257177.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -257183.375000 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -257183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -257192.937500 Penalty: 3830.228516
	Iteration 19Q: 3 clusters Score -257192.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -257204.453125 Penalty: 3830.228516
	Iteration 20F: 3 clusters Score -257204.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257211.250000 Penalty: 3830.228516
	Iteration 21Q: 3 clusters Score -257211.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -257219.062500 Penalty: 3830.228516
	Iteration 22Q: 3 clusters Score -257219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -257224.609375 Penalty: 3830.228516
	Iteration 23Q: 3 clusters Score -257224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -257229.046875 Penalty: 3830.228516
	Iteration 24Q: 3 clusters Score -257229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -257236.875000 Penalty: 3830.228516
	Iteration 25Q: 3 clusters Score -257236.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -257244.546875 Penalty: 3830.228516
	Iteration 26Q: 3 clusters Score -257244.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -257245.640625 Penalty: 3830.228516
	Iteration 27Q: 3 clusters Score -257245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -257246.937500 Penalty: 3830.228516
	Iteration 28Q: 3 clusters Score -257246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -257248.437500 Penalty: 3830.228516
	Iteration 29Q: 3 clusters Score -257248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -257253.031250 Penalty: 3830.228516
	Iteration 30Q: 3 clusters Score -257253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -257259.328125 Penalty: 3830.228516
	Iteration 31Q: 3 clusters Score -257259.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -257267.546875 Penalty: 3830.228516
	Iteration 32Q: 3 clusters Score -257267.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -257273.171875 Penalty: 3830.228516
	Iteration 33Q: 3 clusters Score -257273.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -257278.437500 Penalty: 3830.228516
	Iteration 34Q: 3 clusters Score -257278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -257282.125000 Penalty: 3830.228516
	Iteration 35Q: 3 clusters Score -257282.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -257287.718750 Penalty: 3830.228516
	Iteration 36Q: 3 clusters Score -257287.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -257296.203125 Penalty: 3830.228516
	Iteration 37Q: 3 clusters Score -257296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257302.984375 Penalty: 3830.228516
	Iteration 38Q: 3 clusters Score -257303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -257308.296875 Penalty: 3830.228516
	Iteration 39Q: 3 clusters Score -257308.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257313.156250 Penalty: 3830.228516
	Iteration 40F: 3 clusters Score -257313.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -257317.250000 Penalty: 3830.228516
	Iteration 41Q: 3 clusters Score -257317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -257321.875000 Penalty: 3830.228516
	Iteration 42Q: 3 clusters Score -257321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -257324.656250 Penalty: 3830.228516
	Iteration 43Q: 3 clusters Score -257324.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -257328.656250 Penalty: 3830.228516
	Iteration 44Q: 3 clusters Score -257328.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -257330.828125 Penalty: 3830.228516
	Iteration 45Q: 3 clusters Score -257330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -257331.828125 Penalty: 3830.228516
	Iteration 46Q: 3 clusters Score -257331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -257331.828125 Penalty: 3830.228516
	Iteration 47F: 3 clusters Score -257331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Entering Unmasked Estep 
Score: -704648.312500 Penalty: 2195.531738
	Iteration 0F: 2 clusters Score -704648.3 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 3462 members 
Entering Unmasked Estep 
Score: -698901.937500 Penalty: 4391.063477
	Iteration 0F: 3 clusters Score -698901.9 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -700807.500000 Penalty: 4391.063477
	Iteration 1F: 3 clusters Score -700807.5 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -701455.500000 Penalty: 4391.063477
	Iteration 2F: 3 clusters Score -701455.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -701962.375000 Penalty: 4391.063477
	Iteration 3F: 3 clusters Score -701962.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -702308.250000 Penalty: 4391.063477
	Iteration 4F: 3 clusters Score -702308.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -702549.500000 Penalty: 4391.063477
	Iteration 5F: 3 clusters Score -702549.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -702701.250000 Penalty: 4391.063477
	Iteration 6Q: 3 clusters Score -702701.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -702796.812500 Penalty: 4391.063477
	Iteration 7Q: 3 clusters Score -702796.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -702862.125000 Penalty: 4391.063477
	Iteration 8Q: 3 clusters Score -702862.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -702912.937500 Penalty: 4391.063477
	Iteration 9Q: 3 clusters Score -702912.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -702951.312500 Penalty: 4391.063477
	Iteration 10Q: 3 clusters Score -702951.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -702970.750000 Penalty: 4391.063477
	Iteration 11Q: 3 clusters Score -702970.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -702985.875000 Penalty: 4391.063477
	Iteration 12Q: 3 clusters Score -702985.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -702997.812500 Penalty: 4391.063477
	Iteration 13Q: 3 clusters Score -702997.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -703012.687500 Penalty: 4391.063477
	Iteration 14Q: 3 clusters Score -703012.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -703023.375000 Penalty: 4391.063477
	Iteration 15Q: 3 clusters Score -703023.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -703036.437500 Penalty: 4391.063477
	Iteration 16Q: 3 clusters Score -703036.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -703048.812500 Penalty: 4391.063477
	Iteration 17Q: 3 clusters Score -703048.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -703054.187500 Penalty: 4391.063477
	Iteration 18Q: 3 clusters Score -703054.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -703058.437500 Penalty: 4391.063477
	Iteration 19Q: 3 clusters Score -703058.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -703062.875000 Penalty: 4391.063477
	Iteration 20F: 3 clusters Score -703062.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -703074.875000 Penalty: 4391.063477
	Iteration 21Q: 3 clusters Score -703074.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -703090.625000 Penalty: 4391.063477
	Iteration 22Q: 3 clusters Score -703090.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -703099.250000 Penalty: 4391.063477
	Iteration 23Q: 3 clusters Score -703099.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -703104.875000 Penalty: 4391.063477
	Iteration 24Q: 3 clusters Score -703104.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -703111.250000 Penalty: 4391.063477
	Iteration 25Q: 3 clusters Score -703111.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -703117.000000 Penalty: 4391.063477
	Iteration 26Q: 3 clusters Score -703117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -703122.375000 Penalty: 4391.063477
	Iteration 27Q: 3 clusters Score -703122.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -703126.625000 Penalty: 4391.063477
	Iteration 28Q: 3 clusters Score -703126.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -703128.687500 Penalty: 4391.063477
	Iteration 29Q: 3 clusters Score -703128.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -703134.062500 Penalty: 4391.063477
	Iteration 30Q: 3 clusters Score -703134.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -703135.437500 Penalty: 4391.063477
	Iteration 31Q: 3 clusters Score -703135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -703135.812500 Penalty: 4391.063477
	Iteration 32Q: 3 clusters Score -703135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -703135.812500 Penalty: 4391.063477
	Iteration 33Q: 3 clusters Score -703135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -703135.250000 Penalty: 4391.063477
	Iteration 34Q: 3 clusters Score -703135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -703135.375000 Penalty: 4391.063477
	Iteration 35Q: 3 clusters Score -703135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -703136.187500 Penalty: 4391.063477
	Iteration 36Q: 3 clusters Score -703136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -703136.187500 Penalty: 4391.063477
	Iteration 37F: 3 clusters Score -703136.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -312453.875000 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -312453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -309421.781250 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -309421.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -310047.062500 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -310047.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -310207.531250 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -310207.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -310308.781250 Penalty: 3907.376953
	Iteration 3F: 3 clusters Score -310308.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -310369.375000 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -310369.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -310409.625000 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -310409.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -310433.875000 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -310433.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -310462.593750 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -310462.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -310487.093750 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -310487.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -310506.343750 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -310506.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -310518.781250 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -310518.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -310536.281250 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -310536.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -310550.468750 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -310550.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -310563.250000 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -310563.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -310575.656250 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -310575.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -310593.062500 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -310593.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -310606.343750 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -310606.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -310618.406250 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -310618.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -310635.343750 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -310635.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -310653.531250 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -310653.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -310665.656250 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -310665.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -310674.218750 Penalty: 3907.376953
	Iteration 21Q: 3 clusters Score -310674.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -310685.500000 Penalty: 3907.376953
	Iteration 22Q: 3 clusters Score -310685.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -310698.125000 Penalty: 3907.376953
	Iteration 23Q: 3 clusters Score -310698.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -310713.843750 Penalty: 3907.376953
	Iteration 24Q: 3 clusters Score -310713.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -310736.687500 Penalty: 3907.376953
	Iteration 25Q: 3 clusters Score -310736.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -310761.625000 Penalty: 3907.376953
	Iteration 26Q: 3 clusters Score -310761.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -310770.843750 Penalty: 3907.376953
	Iteration 27Q: 3 clusters Score -310770.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -310778.125000 Penalty: 3907.376953
	Iteration 28Q: 3 clusters Score -310778.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -310787.718750 Penalty: 3907.376953
	Iteration 29Q: 3 clusters Score -310787.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -310796.437500 Penalty: 3907.376953
	Iteration 30Q: 3 clusters Score -310796.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -310812.937500 Penalty: 3907.376953
	Iteration 31Q: 3 clusters Score -310812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -310825.906250 Penalty: 3907.376953
	Iteration 32Q: 3 clusters Score -310825.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -310837.937500 Penalty: 3907.376953
	Iteration 33Q: 3 clusters Score -310837.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -310858.343750 Penalty: 3907.376953
	Iteration 34Q: 3 clusters Score -310858.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -310872.062500 Penalty: 3907.376953
	Iteration 35Q: 3 clusters Score -310872.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -310877.437500 Penalty: 3907.376953
	Iteration 36Q: 3 clusters Score -310877.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -310886.625000 Penalty: 3907.376953
	Iteration 37Q: 3 clusters Score -310886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -310890.812500 Penalty: 3907.376953
	Iteration 38Q: 3 clusters Score -310890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -310897.781250 Penalty: 3907.376953
	Iteration 39Q: 3 clusters Score -310897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -310902.625000 Penalty: 3907.376953
	Iteration 40F: 3 clusters Score -310902.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -310909.468750 Penalty: 3907.376953
	Iteration 41Q: 3 clusters Score -310909.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -310913.281250 Penalty: 3907.376953
	Iteration 42Q: 3 clusters Score -310913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -310914.968750 Penalty: 3907.376953
	Iteration 43Q: 3 clusters Score -310915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -310916.406250 Penalty: 3907.376953
	Iteration 44Q: 3 clusters Score -310916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -310916.156250 Penalty: 3907.376953
	Iteration 45Q: 3 clusters Score -310916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -310916.562500 Penalty: 3907.376953
	Iteration 46Q: 3 clusters Score -310916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -310917.562500 Penalty: 3907.376953
	Iteration 47Q: 3 clusters Score -310917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -310919.000000 Penalty: 3907.376953
	Iteration 48Q: 3 clusters Score -310919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -310920.062500 Penalty: 3907.376953
	Iteration 49Q: 3 clusters Score -310920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -310923.093750 Penalty: 3907.376953
	Iteration 50Q: 3 clusters Score -310923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -310926.125000 Penalty: 3907.376953
	Iteration 51Q: 3 clusters Score -310926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -310928.218750 Penalty: 3907.376953
	Iteration 52Q: 3 clusters Score -310928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -310927.812500 Penalty: 3907.376953
	Iteration 53Q: 3 clusters Score -310927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -310930.500000 Penalty: 3907.376953
	Iteration 54Q: 3 clusters Score -310930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -310933.437500 Penalty: 3907.376953
	Iteration 55Q: 3 clusters Score -310933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -310935.187500 Penalty: 3907.376953
	Iteration 56Q: 3 clusters Score -310935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -310937.437500 Penalty: 3907.376953
	Iteration 57Q: 3 clusters Score -310937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -310939.187500 Penalty: 3907.376953
	Iteration 58Q: 3 clusters Score -310939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -310941.375000 Penalty: 3907.376953
	Iteration 59Q: 3 clusters Score -310941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -310942.531250 Penalty: 3907.376953
	Iteration 60F: 3 clusters Score -310942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -310944.468750 Penalty: 3907.376953
	Iteration 61Q: 3 clusters Score -310944.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -310947.000000 Penalty: 3907.376953
	Iteration 62Q: 3 clusters Score -310947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -310947.000000 Penalty: 3907.376953
	Iteration 63F: 3 clusters Score -310947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Entering Unmasked Estep 
Score: -3458173.000000 Penalty: 2558.227051
	Iteration 0F: 2 clusters Score -3458173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3437541.750000 Penalty: 5116.454102
	Iteration 0F: 3 clusters Score -3437542 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3445069.250000 Penalty: 5116.454102
	Iteration 1F: 3 clusters Score -3445069 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3445984.750000 Penalty: 5116.454102
	Iteration 2F: 3 clusters Score -3445985 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3447408.000000 Penalty: 5116.454102
	Iteration 3F: 3 clusters Score -3447408 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3449383.750000 Penalty: 5116.454102
	Iteration 4F: 3 clusters Score -3449384 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3451512.500000 Penalty: 5116.454102
	Iteration 5F: 3 clusters Score -3451512 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3453244.250000 Penalty: 5116.454102
	Iteration 6F: 3 clusters Score -3453244 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3454340.000000 Penalty: 5116.454102
	Iteration 7F: 3 clusters Score -3454340 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3454936.250000 Penalty: 5116.454102
	Iteration 8Q: 3 clusters Score -3454936 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3455291.750000 Penalty: 5116.454102
	Iteration 9Q: 3 clusters Score -3455292 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3455535.750000 Penalty: 5116.454102
	Iteration 10Q: 3 clusters Score -3455536 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3455752.500000 Penalty: 5116.454102
	Iteration 11Q: 3 clusters Score -3455752 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3455947.750000 Penalty: 5116.454102
	Iteration 12Q: 3 clusters Score -3455948 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3456082.750000 Penalty: 5116.454102
	Iteration 13Q: 3 clusters Score -3456083 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3456217.750000 Penalty: 5116.454102
	Iteration 14Q: 3 clusters Score -3456218 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3456318.500000 Penalty: 5116.454102
	Iteration 15Q: 3 clusters Score -3456318 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3456382.750000 Penalty: 5116.454102
	Iteration 16Q: 3 clusters Score -3456383 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3456452.500000 Penalty: 5116.454102
	Iteration 17Q: 3 clusters Score -3456452 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3456504.750000 Penalty: 5116.454102
	Iteration 18Q: 3 clusters Score -3456505 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3456547.500000 Penalty: 5116.454102
	Iteration 19Q: 3 clusters Score -3456548 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3456605.250000 Penalty: 5116.454102
	Iteration 20F: 3 clusters Score -3456605 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3456648.750000 Penalty: 5116.454102
	Iteration 21Q: 3 clusters Score -3456649 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3456701.500000 Penalty: 5116.454102
	Iteration 22Q: 3 clusters Score -3456702 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3456747.250000 Penalty: 5116.454102
	Iteration 23Q: 3 clusters Score -3456747 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3456789.500000 Penalty: 5116.454102
	Iteration 24Q: 3 clusters Score -3456790 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3456838.500000 Penalty: 5116.454102
	Iteration 25Q: 3 clusters Score -3456838 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3456901.250000 Penalty: 5116.454102
	Iteration 26Q: 3 clusters Score -3456901 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3456965.000000 Penalty: 5116.454102
	Iteration 27Q: 3 clusters Score -3456965 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3457018.500000 Penalty: 5116.454102
	Iteration 28Q: 3 clusters Score -3457018 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3457051.250000 Penalty: 5116.454102
	Iteration 29Q: 3 clusters Score -3457051 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3457126.000000 Penalty: 5116.454102
	Iteration 30Q: 3 clusters Score -3457126 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3457185.750000 Penalty: 5116.454102
	Iteration 31Q: 3 clusters Score -3457186 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3457267.750000 Penalty: 5116.454102
	Iteration 32Q: 3 clusters Score -3457268 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3457339.500000 Penalty: 5116.454102
	Iteration 33Q: 3 clusters Score -3457340 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3457411.000000 Penalty: 5116.454102
	Iteration 34Q: 3 clusters Score -3457411 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3457479.750000 Penalty: 5116.454102
	Iteration 35Q: 3 clusters Score -3457480 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3457534.750000 Penalty: 5116.454102
	Iteration 36Q: 3 clusters Score -3457535 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3457604.000000 Penalty: 5116.454102
	Iteration 37Q: 3 clusters Score -3457604 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3457641.250000 Penalty: 5116.454102
	Iteration 38Q: 3 clusters Score -3457641 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3457663.500000 Penalty: 5116.454102
	Iteration 39Q: 3 clusters Score -3457664 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3457701.250000 Penalty: 5116.454102
	Iteration 40F: 3 clusters Score -3457701 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3457720.750000 Penalty: 5116.454102
	Iteration 41Q: 3 clusters Score -3457721 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3457752.750000 Penalty: 5116.454102
	Iteration 42Q: 3 clusters Score -3457753 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3457761.000000 Penalty: 5116.454102
	Iteration 43Q: 3 clusters Score -3457761 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3457773.750000 Penalty: 5116.454102
	Iteration 44Q: 3 clusters Score -3457774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3457782.500000 Penalty: 5116.454102
	Iteration 45Q: 3 clusters Score -3457782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3457793.000000 Penalty: 5116.454102
	Iteration 46Q: 3 clusters Score -3457793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3457802.500000 Penalty: 5116.454102
	Iteration 47Q: 3 clusters Score -3457802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3457814.500000 Penalty: 5116.454102
	Iteration 48Q: 3 clusters Score -3457814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3457819.000000 Penalty: 5116.454102
	Iteration 49Q: 3 clusters Score -3457819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3457831.250000 Penalty: 5116.454102
	Iteration 50Q: 3 clusters Score -3457831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3457827.750000 Penalty: 5116.454102
	Iteration 51Q: 3 clusters Score -3457828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3457834.500000 Penalty: 5116.454102
	Iteration 52Q: 3 clusters Score -3457834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3457842.000000 Penalty: 5116.454102
	Iteration 53Q: 3 clusters Score -3457842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3457840.750000 Penalty: 5116.454102
	Iteration 54Q: 3 clusters Score -3457841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3457839.000000 Penalty: 5116.454102
	Iteration 55Q: 3 clusters Score -3457839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3457845.250000 Penalty: 5116.454102
	Iteration 56Q: 3 clusters Score -3457845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3457843.500000 Penalty: 5116.454102
	Iteration 57Q: 3 clusters Score -3457844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3457840.000000 Penalty: 5116.454102
	Iteration 58Q: 3 clusters Score -3457840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3457845.000000 Penalty: 5116.454102
	Iteration 59Q: 3 clusters Score -3457845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3457840.750000 Penalty: 5116.454102
	Iteration 60F: 3 clusters Score -3457841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3457841.250000 Penalty: 5116.454102
	Iteration 61Q: 3 clusters Score -3457841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3457846.500000 Penalty: 5116.454102
	Iteration 62Q: 3 clusters Score -3457846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3457852.000000 Penalty: 5116.454102
	Iteration 63Q: 3 clusters Score -3457852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3457854.750000 Penalty: 5116.454102
	Iteration 64Q: 3 clusters Score -3457855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3457863.250000 Penalty: 5116.454102
	Iteration 65Q: 3 clusters Score -3457863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3457860.250000 Penalty: 5116.454102
	Iteration 66Q: 3 clusters Score -3457860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3457861.250000 Penalty: 5116.454102
	Iteration 67Q: 3 clusters Score -3457861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3457861.500000 Penalty: 5116.454102
	Iteration 68Q: 3 clusters Score -3457862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3457861.750000 Penalty: 5116.454102
	Iteration 69Q: 3 clusters Score -3457862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3457866.500000 Penalty: 5116.454102
	Iteration 70Q: 3 clusters Score -3457866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3457870.000000 Penalty: 5116.454102
	Iteration 71Q: 3 clusters Score -3457870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3457865.750000 Penalty: 5116.454102
	Iteration 72Q: 3 clusters Score -3457866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3457867.250000 Penalty: 5116.454102
	Iteration 73Q: 3 clusters Score -3457867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3457868.000000 Penalty: 5116.454102
	Iteration 74Q: 3 clusters Score -3457868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3457866.750000 Penalty: 5116.454102
	Iteration 75Q: 3 clusters Score -3457867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3457863.000000 Penalty: 5116.454102
	Iteration 76Q: 3 clusters Score -3457863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3457861.250000 Penalty: 5116.454102
	Iteration 77Q: 3 clusters Score -3457861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3457858.500000 Penalty: 5116.454102
	Iteration 78Q: 3 clusters Score -3457858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3457858.750000 Penalty: 5116.454102
	Iteration 79Q: 3 clusters Score -3457859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3457858.750000 Penalty: 5116.454102
	Iteration 80F: 3 clusters Score -3457859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3457864.750000 Penalty: 5116.454102
	Iteration 81Q: 3 clusters Score -3457865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3457865.500000 Penalty: 5116.454102
	Iteration 82Q: 3 clusters Score -3457866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3457860.750000 Penalty: 5116.454102
	Iteration 83Q: 3 clusters Score -3457861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3457862.250000 Penalty: 5116.454102
	Iteration 84Q: 3 clusters Score -3457862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3457858.500000 Penalty: 5116.454102
	Iteration 85Q: 3 clusters Score -3457858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3457855.250000 Penalty: 5116.454102
	Iteration 86Q: 3 clusters Score -3457855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3457858.250000 Penalty: 5116.454102
	Iteration 87Q: 3 clusters Score -3457858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3457856.250000 Penalty: 5116.454102
	Iteration 88Q: 3 clusters Score -3457856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3457858.500000 Penalty: 5116.454102
	Iteration 89Q: 3 clusters Score -3457858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3457860.500000 Penalty: 5116.454102
	Iteration 90Q: 3 clusters Score -3457860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3457861.500000 Penalty: 5116.454102
	Iteration 91Q: 3 clusters Score -3457862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3457863.750000 Penalty: 5116.454102
	Iteration 92Q: 3 clusters Score -3457864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3457866.500000 Penalty: 5116.454102
	Iteration 93Q: 3 clusters Score -3457866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3457865.250000 Penalty: 5116.454102
	Iteration 94Q: 3 clusters Score -3457865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3457862.000000 Penalty: 5116.454102
	Iteration 95Q: 3 clusters Score -3457862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3457859.250000 Penalty: 5116.454102
	Iteration 96Q: 3 clusters Score -3457859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3457860.250000 Penalty: 5116.454102
	Iteration 97Q: 3 clusters Score -3457860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3457859.000000 Penalty: 5116.454102
	Iteration 98Q: 3 clusters Score -3457859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3457866.000000 Penalty: 5116.454102
	Iteration 99Q: 3 clusters Score -3457866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3457866.000000 Penalty: 5116.454102
	Iteration 100F: 3 clusters Score -3457866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -234118.203125 Penalty: 1885.023804
	Iteration 0F: 2 clusters Score -234118.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -231468.171875 Penalty: 3770.047607
	Iteration 0F: 3 clusters Score -231468.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -231940.265625 Penalty: 3770.047607
	Iteration 1F: 3 clusters Score -231940.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -232080.500000 Penalty: 3770.047607
	Iteration 2F: 3 clusters Score -232080.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -232143.734375 Penalty: 3770.047607
	Iteration 3Q: 3 clusters Score -232143.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -232183.781250 Penalty: 3770.047607
	Iteration 4Q: 3 clusters Score -232183.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -232216.156250 Penalty: 3770.047607
	Iteration 5Q: 3 clusters Score -232216.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232236.359375 Penalty: 3770.047607
	Iteration 6Q: 3 clusters Score -232236.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -232252.906250 Penalty: 3770.047607
	Iteration 7Q: 3 clusters Score -232252.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -232271.625000 Penalty: 3770.047607
	Iteration 8Q: 3 clusters Score -232271.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -232284.187500 Penalty: 3770.047607
	Iteration 9Q: 3 clusters Score -232284.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -232293.312500 Penalty: 3770.047607
	Iteration 10Q: 3 clusters Score -232293.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -232302.531250 Penalty: 3770.047607
	Iteration 11Q: 3 clusters Score -232302.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -232310.781250 Penalty: 3770.047607
	Iteration 12Q: 3 clusters Score -232310.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -232313.703125 Penalty: 3770.047607
	Iteration 13Q: 3 clusters Score -232313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -232316.859375 Penalty: 3770.047607
	Iteration 14Q: 3 clusters Score -232316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -232321.062500 Penalty: 3770.047607
	Iteration 15Q: 3 clusters Score -232321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -232323.703125 Penalty: 3770.047607
	Iteration 16Q: 3 clusters Score -232323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -232325.734375 Penalty: 3770.047607
	Iteration 17Q: 3 clusters Score -232325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -232328.234375 Penalty: 3770.047607
	Iteration 18Q: 3 clusters Score -232328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -232333.390625 Penalty: 3770.047607
	Iteration 19Q: 3 clusters Score -232333.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -232335.343750 Penalty: 3770.047607
	Iteration 20F: 3 clusters Score -232335.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -232340.625000 Penalty: 3770.047607
	Iteration 21Q: 3 clusters Score -232340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -232343.578125 Penalty: 3770.047607
	Iteration 22Q: 3 clusters Score -232343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -232347.859375 Penalty: 3770.047607
	Iteration 23Q: 3 clusters Score -232347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -232351.812500 Penalty: 3770.047607
	Iteration 24Q: 3 clusters Score -232351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -232355.031250 Penalty: 3770.047607
	Iteration 25Q: 3 clusters Score -232355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -232357.750000 Penalty: 3770.047607
	Iteration 26Q: 3 clusters Score -232357.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -232361.109375 Penalty: 3770.047607
	Iteration 27Q: 3 clusters Score -232361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -232364.250000 Penalty: 3770.047607
	Iteration 28Q: 3 clusters Score -232364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -232366.750000 Penalty: 3770.047607
	Iteration 29Q: 3 clusters Score -232366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -232369.359375 Penalty: 3770.047607
	Iteration 30Q: 3 clusters Score -232369.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -232372.046875 Penalty: 3770.047607
	Iteration 31Q: 3 clusters Score -232372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -232376.515625 Penalty: 3770.047607
	Iteration 32Q: 3 clusters Score -232376.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -232382.281250 Penalty: 3770.047607
	Iteration 33Q: 3 clusters Score -232382.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -232389.937500 Penalty: 3770.047607
	Iteration 34Q: 3 clusters Score -232389.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -232395.125000 Penalty: 3770.047607
	Iteration 35Q: 3 clusters Score -232395.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -232399.093750 Penalty: 3770.047607
	Iteration 36Q: 3 clusters Score -232399.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -232403.781250 Penalty: 3770.047607
	Iteration 37Q: 3 clusters Score -232403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -232408.984375 Penalty: 3770.047607
	Iteration 38Q: 3 clusters Score -232409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -232415.453125 Penalty: 3770.047607
	Iteration 39Q: 3 clusters Score -232415.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -232424.062500 Penalty: 3770.047607
	Iteration 40F: 3 clusters Score -232424.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -232428.218750 Penalty: 3770.047607
	Iteration 41Q: 3 clusters Score -232428.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -232435.812500 Penalty: 3770.047607
	Iteration 42Q: 3 clusters Score -232435.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -232447.593750 Penalty: 3770.047607
	Iteration 43Q: 3 clusters Score -232447.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -232457.484375 Penalty: 3770.047607
	Iteration 44Q: 3 clusters Score -232457.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -232462.343750 Penalty: 3770.047607
	Iteration 45Q: 3 clusters Score -232462.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -232465.093750 Penalty: 3770.047607
	Iteration 46Q: 3 clusters Score -232465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -232466.437500 Penalty: 3770.047607
	Iteration 47Q: 3 clusters Score -232466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -232467.031250 Penalty: 3770.047607
	Iteration 48Q: 3 clusters Score -232467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -232467.031250 Penalty: 3770.047607
	Iteration 49F: 3 clusters Score -232467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Entering Unmasked Estep 
Score: -2816156.750000 Penalty: 2499.090820
	Iteration 0F: 2 clusters Score -2816157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2799725.750000 Penalty: 4998.181641
	Iteration 0F: 3 clusters Score -2799726 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2805378.750000 Penalty: 4998.181641
	Iteration 1F: 3 clusters Score -2805379 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2805900.500000 Penalty: 4998.181641
	Iteration 2F: 3 clusters Score -2805900 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2806308.750000 Penalty: 4998.181641
	Iteration 3Q: 3 clusters Score -2806309 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2806752.250000 Penalty: 4998.181641
	Iteration 4Q: 3 clusters Score -2806752 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2807278.250000 Penalty: 4998.181641
	Iteration 5Q: 3 clusters Score -2807278 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2807931.750000 Penalty: 4998.181641
	Iteration 6Q: 3 clusters Score -2807932 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2808856.750000 Penalty: 4998.181641
	Iteration 7F: 3 clusters Score -2808857 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2810130.500000 Penalty: 4998.181641
	Iteration 8F: 3 clusters Score -2810130 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2811407.500000 Penalty: 4998.181641
	Iteration 9F: 3 clusters Score -2811408 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2812520.750000 Penalty: 4998.181641
	Iteration 10F: 3 clusters Score -2812521 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2813410.500000 Penalty: 4998.181641
	Iteration 11Q: 3 clusters Score -2813410 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2814032.250000 Penalty: 4998.181641
	Iteration 12Q: 3 clusters Score -2814032 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2814464.250000 Penalty: 4998.181641
	Iteration 13Q: 3 clusters Score -2814464 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2814770.500000 Penalty: 4998.181641
	Iteration 14Q: 3 clusters Score -2814770 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2814973.000000 Penalty: 4998.181641
	Iteration 15Q: 3 clusters Score -2814973 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2815074.000000 Penalty: 4998.181641
	Iteration 16Q: 3 clusters Score -2815074 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2815140.750000 Penalty: 4998.181641
	Iteration 17Q: 3 clusters Score -2815141 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2815176.750000 Penalty: 4998.181641
	Iteration 18Q: 3 clusters Score -2815177 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2815208.750000 Penalty: 4998.181641
	Iteration 19Q: 3 clusters Score -2815209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2815220.000000 Penalty: 4998.181641
	Iteration 20F: 3 clusters Score -2815220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2815236.250000 Penalty: 4998.181641
	Iteration 21Q: 3 clusters Score -2815236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2815238.750000 Penalty: 4998.181641
	Iteration 22Q: 3 clusters Score -2815239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2815239.000000 Penalty: 4998.181641
	Iteration 23Q: 3 clusters Score -2815239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2815240.000000 Penalty: 4998.181641
	Iteration 24Q: 3 clusters Score -2815240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2815239.750000 Penalty: 4998.181641
	Iteration 25Q: 3 clusters Score -2815240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2815240.250000 Penalty: 4998.181641
	Iteration 26Q: 3 clusters Score -2815240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2815239.500000 Penalty: 4998.181641
	Iteration 27Q: 3 clusters Score -2815240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2815241.000000 Penalty: 4998.181641
	Iteration 28Q: 3 clusters Score -2815241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2815239.750000 Penalty: 4998.181641
	Iteration 29Q: 3 clusters Score -2815240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2815241.750000 Penalty: 4998.181641
	Iteration 30Q: 3 clusters Score -2815242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2815242.750000 Penalty: 4998.181641
	Iteration 31Q: 3 clusters Score -2815243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2815242.750000 Penalty: 4998.181641
	Iteration 32F: 3 clusters Score -2815243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Entering Unmasked Estep 
Score: -1177735.250000 Penalty: 2286.975586
	Iteration 0F: 2 clusters Score -1177735 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 5068 members 
Entering Unmasked Estep 
Score: -1169935.250000 Penalty: 4573.951172
	Iteration 0F: 3 clusters Score -1169935 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1172139.250000 Penalty: 4573.951172
	Iteration 1F: 3 clusters Score -1172139 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1172458.250000 Penalty: 4573.951172
	Iteration 2F: 3 clusters Score -1172458 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1172656.750000 Penalty: 4573.951172
	Iteration 3F: 3 clusters Score -1172657 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1172794.500000 Penalty: 4573.951172
	Iteration 4Q: 3 clusters Score -1172794 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1172917.750000 Penalty: 4573.951172
	Iteration 5Q: 3 clusters Score -1172918 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1173019.750000 Penalty: 4573.951172
	Iteration 6Q: 3 clusters Score -1173020 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1173113.500000 Penalty: 4573.951172
	Iteration 7Q: 3 clusters Score -1173114 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1173207.375000 Penalty: 4573.951172
	Iteration 8Q: 3 clusters Score -1173207 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1173287.125000 Penalty: 4573.951172
	Iteration 9Q: 3 clusters Score -1173287 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1173364.125000 Penalty: 4573.951172
	Iteration 10Q: 3 clusters Score -1173364 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1173437.500000 Penalty: 4573.951172
	Iteration 11Q: 3 clusters Score -1173438 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1173526.000000 Penalty: 4573.951172
	Iteration 12Q: 3 clusters Score -1173526 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1173626.000000 Penalty: 4573.951172
	Iteration 13Q: 3 clusters Score -1173626 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1173705.750000 Penalty: 4573.951172
	Iteration 14Q: 3 clusters Score -1173706 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1173780.375000 Penalty: 4573.951172
	Iteration 15Q: 3 clusters Score -1173780 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1173860.875000 Penalty: 4573.951172
	Iteration 16Q: 3 clusters Score -1173861 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1173929.875000 Penalty: 4573.951172
	Iteration 17Q: 3 clusters Score -1173930 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1173982.875000 Penalty: 4573.951172
	Iteration 18Q: 3 clusters Score -1173983 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1174028.625000 Penalty: 4573.951172
	Iteration 19Q: 3 clusters Score -1174029 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1174068.375000 Penalty: 4573.951172
	Iteration 20F: 3 clusters Score -1174068 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1174104.750000 Penalty: 4573.951172
	Iteration 21Q: 3 clusters Score -1174105 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1174141.125000 Penalty: 4573.951172
	Iteration 22Q: 3 clusters Score -1174141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1174176.750000 Penalty: 4573.951172
	Iteration 23Q: 3 clusters Score -1174177 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1174208.875000 Penalty: 4573.951172
	Iteration 24Q: 3 clusters Score -1174209 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1174250.000000 Penalty: 4573.951172
	Iteration 25Q: 3 clusters Score -1174250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1174294.750000 Penalty: 4573.951172
	Iteration 26Q: 3 clusters Score -1174295 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1174337.750000 Penalty: 4573.951172
	Iteration 27Q: 3 clusters Score -1174338 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1174387.125000 Penalty: 4573.951172
	Iteration 28Q: 3 clusters Score -1174387 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1174433.125000 Penalty: 4573.951172
	Iteration 29Q: 3 clusters Score -1174433 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1174487.625000 Penalty: 4573.951172
	Iteration 30Q: 3 clusters Score -1174488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1174547.000000 Penalty: 4573.951172
	Iteration 31Q: 3 clusters Score -1174547 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1174603.625000 Penalty: 4573.951172
	Iteration 32Q: 3 clusters Score -1174604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1174667.250000 Penalty: 4573.951172
	Iteration 33Q: 3 clusters Score -1174667 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1174749.500000 Penalty: 4573.951172
	Iteration 34Q: 3 clusters Score -1174750 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1174830.125000 Penalty: 4573.951172
	Iteration 35Q: 3 clusters Score -1174830 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1174903.125000 Penalty: 4573.951172
	Iteration 36Q: 3 clusters Score -1174903 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1174980.750000 Penalty: 4573.951172
	Iteration 37Q: 3 clusters Score -1174981 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1175048.625000 Penalty: 4573.951172
	Iteration 38Q: 3 clusters Score -1175049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1175120.125000 Penalty: 4573.951172
	Iteration 39Q: 3 clusters Score -1175120 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1175183.750000 Penalty: 4573.951172
	Iteration 40F: 3 clusters Score -1175184 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1175233.625000 Penalty: 4573.951172
	Iteration 41Q: 3 clusters Score -1175234 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1175286.250000 Penalty: 4573.951172
	Iteration 42Q: 3 clusters Score -1175286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1175340.875000 Penalty: 4573.951172
	Iteration 43Q: 3 clusters Score -1175341 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1175378.250000 Penalty: 4573.951172
	Iteration 44Q: 3 clusters Score -1175378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1175403.625000 Penalty: 4573.951172
	Iteration 45Q: 3 clusters Score -1175404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1175436.500000 Penalty: 4573.951172
	Iteration 46Q: 3 clusters Score -1175436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1175470.875000 Penalty: 4573.951172
	Iteration 47Q: 3 clusters Score -1175471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1175502.750000 Penalty: 4573.951172
	Iteration 48Q: 3 clusters Score -1175503 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1175533.500000 Penalty: 4573.951172
	Iteration 49Q: 3 clusters Score -1175534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1175557.250000 Penalty: 4573.951172
	Iteration 50Q: 3 clusters Score -1175557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1175574.625000 Penalty: 4573.951172
	Iteration 51Q: 3 clusters Score -1175575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1175592.500000 Penalty: 4573.951172
	Iteration 52Q: 3 clusters Score -1175592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1175610.750000 Penalty: 4573.951172
	Iteration 53Q: 3 clusters Score -1175611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1175628.000000 Penalty: 4573.951172
	Iteration 54Q: 3 clusters Score -1175628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1175637.375000 Penalty: 4573.951172
	Iteration 55Q: 3 clusters Score -1175637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1175644.375000 Penalty: 4573.951172
	Iteration 56Q: 3 clusters Score -1175644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1175648.125000 Penalty: 4573.951172
	Iteration 57Q: 3 clusters Score -1175648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1175653.875000 Penalty: 4573.951172
	Iteration 58Q: 3 clusters Score -1175654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1175665.000000 Penalty: 4573.951172
	Iteration 59Q: 3 clusters Score -1175665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1175669.375000 Penalty: 4573.951172
	Iteration 60F: 3 clusters Score -1175669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1175673.125000 Penalty: 4573.951172
	Iteration 61Q: 3 clusters Score -1175673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1175674.875000 Penalty: 4573.951172
	Iteration 62Q: 3 clusters Score -1175675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1175680.125000 Penalty: 4573.951172
	Iteration 63Q: 3 clusters Score -1175680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1175686.500000 Penalty: 4573.951172
	Iteration 64Q: 3 clusters Score -1175686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1175689.500000 Penalty: 4573.951172
	Iteration 65Q: 3 clusters Score -1175690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1175692.125000 Penalty: 4573.951172
	Iteration 66Q: 3 clusters Score -1175692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1175692.625000 Penalty: 4573.951172
	Iteration 67Q: 3 clusters Score -1175693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1175696.500000 Penalty: 4573.951172
	Iteration 68Q: 3 clusters Score -1175696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1175698.625000 Penalty: 4573.951172
	Iteration 69Q: 3 clusters Score -1175699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1175697.875000 Penalty: 4573.951172
	Iteration 70Q: 3 clusters Score -1175698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1175698.875000 Penalty: 4573.951172
	Iteration 71Q: 3 clusters Score -1175699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1175700.875000 Penalty: 4573.951172
	Iteration 72Q: 3 clusters Score -1175701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1175700.750000 Penalty: 4573.951172
	Iteration 73Q: 3 clusters Score -1175701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1175700.750000 Penalty: 4573.951172
	Iteration 74F: 3 clusters Score -1175701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Entering Unmasked Estep 
Score: -5355139.000000 Penalty: 2682.460449
	Iteration 0F: 2 clusters Score -5355139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -5321505.500000 Penalty: 5364.920898
	Iteration 0F: 3 clusters Score -5321506 nChanged 22920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5334387.000000 Penalty: 5364.920898
	Iteration 1F: 3 clusters Score -5334387 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -5335243.500000 Penalty: 5364.920898
	Iteration 2Q: 3 clusters Score -5335244 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5336379.000000 Penalty: 5364.920898
	Iteration 3F: 3 clusters Score -5336379 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -5337851.500000 Penalty: 5364.920898
	Iteration 4F: 3 clusters Score -5337852 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -5339498.000000 Penalty: 5364.920898
	Iteration 5F: 3 clusters Score -5339498 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -5341474.500000 Penalty: 5364.920898
	Iteration 6F: 3 clusters Score -5341474 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -5343613.000000 Penalty: 5364.920898
	Iteration 7F: 3 clusters Score -5343613 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -5345649.500000 Penalty: 5364.920898
	Iteration 8F: 3 clusters Score -5345650 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -5347470.500000 Penalty: 5364.920898
	Iteration 9F: 3 clusters Score -5347470 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5348922.000000 Penalty: 5364.920898
	Iteration 10Q: 3 clusters Score -5348922 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -5350081.500000 Penalty: 5364.920898
	Iteration 11Q: 3 clusters Score -5350082 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -5350982.500000 Penalty: 5364.920898
	Iteration 12Q: 3 clusters Score -5350982 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -5351626.500000 Penalty: 5364.920898
	Iteration 13Q: 3 clusters Score -5351626 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5352098.000000 Penalty: 5364.920898
	Iteration 14Q: 3 clusters Score -5352098 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5352437.000000 Penalty: 5364.920898
	Iteration 15Q: 3 clusters Score -5352437 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -5352692.500000 Penalty: 5364.920898
	Iteration 16Q: 3 clusters Score -5352692 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -5352840.000000 Penalty: 5364.920898
	Iteration 17Q: 3 clusters Score -5352840 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -5352987.500000 Penalty: 5364.920898
	Iteration 18Q: 3 clusters Score -5352988 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -5353080.000000 Penalty: 5364.920898
	Iteration 19Q: 3 clusters Score -5353080 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -5353162.000000 Penalty: 5364.920898
	Iteration 20F: 3 clusters Score -5353162 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -5353218.500000 Penalty: 5364.920898
	Iteration 21Q: 3 clusters Score -5353218 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -5353269.500000 Penalty: 5364.920898
	Iteration 22Q: 3 clusters Score -5353270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -5353317.000000 Penalty: 5364.920898
	Iteration 23Q: 3 clusters Score -5353317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -5353352.500000 Penalty: 5364.920898
	Iteration 24Q: 3 clusters Score -5353352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -5353380.000000 Penalty: 5364.920898
	Iteration 25Q: 3 clusters Score -5353380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -5353395.000000 Penalty: 5364.920898
	Iteration 26Q: 3 clusters Score -5353395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -5353412.000000 Penalty: 5364.920898
	Iteration 27Q: 3 clusters Score -5353412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -5353424.000000 Penalty: 5364.920898
	Iteration 28Q: 3 clusters Score -5353424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -5353431.500000 Penalty: 5364.920898
	Iteration 29Q: 3 clusters Score -5353432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -5353441.500000 Penalty: 5364.920898
	Iteration 30Q: 3 clusters Score -5353442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -5353445.500000 Penalty: 5364.920898
	Iteration 31Q: 3 clusters Score -5353446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -5353441.500000 Penalty: 5364.920898
	Iteration 32Q: 3 clusters Score -5353442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -5353455.000000 Penalty: 5364.920898
	Iteration 33Q: 3 clusters Score -5353455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -5353453.000000 Penalty: 5364.920898
	Iteration 34Q: 3 clusters Score -5353453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -5353463.500000 Penalty: 5364.920898
	Iteration 35Q: 3 clusters Score -5353464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -5353468.500000 Penalty: 5364.920898
	Iteration 36Q: 3 clusters Score -5353468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -5353463.000000 Penalty: 5364.920898
	Iteration 37Q: 3 clusters Score -5353463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -5353473.500000 Penalty: 5364.920898
	Iteration 38Q: 3 clusters Score -5353474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -5353477.000000 Penalty: 5364.920898
	Iteration 39Q: 3 clusters Score -5353477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -5353482.500000 Penalty: 5364.920898
	Iteration 40F: 3 clusters Score -5353482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -5353486.500000 Penalty: 5364.920898
	Iteration 41Q: 3 clusters Score -5353486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -5353491.500000 Penalty: 5364.920898
	Iteration 42Q: 3 clusters Score -5353492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -5353498.000000 Penalty: 5364.920898
	Iteration 43Q: 3 clusters Score -5353498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -5353496.000000 Penalty: 5364.920898
	Iteration 44Q: 3 clusters Score -5353496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -5353499.500000 Penalty: 5364.920898
	Iteration 45Q: 3 clusters Score -5353500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -5353499.500000 Penalty: 5364.920898
	Iteration 46F: 3 clusters Score -5353500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -405050.562500 Penalty: 2027.884644
	Iteration 0F: 2 clusters Score -405050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -401443.250000 Penalty: 4055.769287
	Iteration 0F: 3 clusters Score -401443.2 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -402220.062500 Penalty: 4055.769287
	Iteration 1F: 3 clusters Score -402220.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -402383.468750 Penalty: 4055.769287
	Iteration 2F: 3 clusters Score -402383.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -402489.218750 Penalty: 4055.769287
	Iteration 3Q: 3 clusters Score -402489.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -402560.937500 Penalty: 4055.769287
	Iteration 4Q: 3 clusters Score -402560.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -402617.687500 Penalty: 4055.769287
	Iteration 5Q: 3 clusters Score -402617.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -402662.968750 Penalty: 4055.769287
	Iteration 6Q: 3 clusters Score -402663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -402713.187500 Penalty: 4055.769287
	Iteration 7Q: 3 clusters Score -402713.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -402768.312500 Penalty: 4055.769287
	Iteration 8Q: 3 clusters Score -402768.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -402853.406250 Penalty: 4055.769287
	Iteration 9Q: 3 clusters Score -402853.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -402937.281250 Penalty: 4055.769287
	Iteration 10Q: 3 clusters Score -402937.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -403041.750000 Penalty: 4055.769287
	Iteration 11Q: 3 clusters Score -403041.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -403166.218750 Penalty: 4055.769287
	Iteration 12Q: 3 clusters Score -403166.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -403304.312500 Penalty: 4055.769287
	Iteration 13Q: 3 clusters Score -403304.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -403442.156250 Penalty: 4055.769287
	Iteration 14Q: 3 clusters Score -403442.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -403562.906250 Penalty: 4055.769287
	Iteration 15Q: 3 clusters Score -403562.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -403682.187500 Penalty: 4055.769287
	Iteration 16Q: 3 clusters Score -403682.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -403791.218750 Penalty: 4055.769287
	Iteration 17Q: 3 clusters Score -403791.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -403864.812500 Penalty: 4055.769287
	Iteration 18Q: 3 clusters Score -403864.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -403902.031250 Penalty: 4055.769287
	Iteration 19Q: 3 clusters Score -403902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -403929.343750 Penalty: 4055.769287
	Iteration 20F: 3 clusters Score -403929.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -403943.906250 Penalty: 4055.769287
	Iteration 21Q: 3 clusters Score -403943.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -403957.000000 Penalty: 4055.769287
	Iteration 22Q: 3 clusters Score -403957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -403964.968750 Penalty: 4055.769287
	Iteration 23Q: 3 clusters Score -403965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -403968.500000 Penalty: 4055.769287
	Iteration 24Q: 3 clusters Score -403968.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -403972.812500 Penalty: 4055.769287
	Iteration 25Q: 3 clusters Score -403972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -403974.312500 Penalty: 4055.769287
	Iteration 26Q: 3 clusters Score -403974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -403976.218750 Penalty: 4055.769287
	Iteration 27Q: 3 clusters Score -403976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -403978.656250 Penalty: 4055.769287
	Iteration 28Q: 3 clusters Score -403978.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -403981.031250 Penalty: 4055.769287
	Iteration 29Q: 3 clusters Score -403981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -403985.093750 Penalty: 4055.769287
	Iteration 30Q: 3 clusters Score -403985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -403987.062500 Penalty: 4055.769287
	Iteration 31Q: 3 clusters Score -403987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -403987.593750 Penalty: 4055.769287
	Iteration 32Q: 3 clusters Score -403987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -403987.968750 Penalty: 4055.769287
	Iteration 33Q: 3 clusters Score -403988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -403987.968750 Penalty: 4055.769287
	Iteration 34F: 3 clusters Score -403988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Entering Unmasked Estep 
Score: -3219824.750000 Penalty: 2539.979004
	Iteration 0F: 2 clusters Score -3219825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3200523.000000 Penalty: 5079.958008
	Iteration 0F: 3 clusters Score -3200523 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3207387.250000 Penalty: 5079.958008
	Iteration 1F: 3 clusters Score -3207387 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3207975.000000 Penalty: 5079.958008
	Iteration 2F: 3 clusters Score -3207975 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3208553.750000 Penalty: 5079.958008
	Iteration 3F: 3 clusters Score -3208554 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3209222.250000 Penalty: 5079.958008
	Iteration 4F: 3 clusters Score -3209222 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3209992.250000 Penalty: 5079.958008
	Iteration 5F: 3 clusters Score -3209992 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3210788.500000 Penalty: 5079.958008
	Iteration 6F: 3 clusters Score -3210788 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3211610.500000 Penalty: 5079.958008
	Iteration 7F: 3 clusters Score -3211610 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3212379.000000 Penalty: 5079.958008
	Iteration 8F: 3 clusters Score -3212379 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3213205.750000 Penalty: 5079.958008
	Iteration 9Q: 3 clusters Score -3213206 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3214017.500000 Penalty: 5079.958008
	Iteration 10Q: 3 clusters Score -3214018 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3214763.750000 Penalty: 5079.958008
	Iteration 11Q: 3 clusters Score -3214764 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3215413.500000 Penalty: 5079.958008
	Iteration 12Q: 3 clusters Score -3215414 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3216015.500000 Penalty: 5079.958008
	Iteration 13Q: 3 clusters Score -3216016 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3216497.000000 Penalty: 5079.958008
	Iteration 14Q: 3 clusters Score -3216497 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3216915.500000 Penalty: 5079.958008
	Iteration 15Q: 3 clusters Score -3216916 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3217265.750000 Penalty: 5079.958008
	Iteration 16Q: 3 clusters Score -3217266 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3217527.750000 Penalty: 5079.958008
	Iteration 17Q: 3 clusters Score -3217528 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3217730.000000 Penalty: 5079.958008
	Iteration 18Q: 3 clusters Score -3217730 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3217868.750000 Penalty: 5079.958008
	Iteration 19Q: 3 clusters Score -3217869 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3217977.750000 Penalty: 5079.958008
	Iteration 20F: 3 clusters Score -3217978 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3218053.750000 Penalty: 5079.958008
	Iteration 21Q: 3 clusters Score -3218054 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3218133.500000 Penalty: 5079.958008
	Iteration 22Q: 3 clusters Score -3218134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3218169.750000 Penalty: 5079.958008
	Iteration 23Q: 3 clusters Score -3218170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3218202.250000 Penalty: 5079.958008
	Iteration 24Q: 3 clusters Score -3218202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3218231.750000 Penalty: 5079.958008
	Iteration 25Q: 3 clusters Score -3218232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3218248.750000 Penalty: 5079.958008
	Iteration 26Q: 3 clusters Score -3218249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3218256.500000 Penalty: 5079.958008
	Iteration 27Q: 3 clusters Score -3218256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3218282.000000 Penalty: 5079.958008
	Iteration 28Q: 3 clusters Score -3218282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3218286.750000 Penalty: 5079.958008
	Iteration 29Q: 3 clusters Score -3218287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3218298.750000 Penalty: 5079.958008
	Iteration 30Q: 3 clusters Score -3218299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3218309.500000 Penalty: 5079.958008
	Iteration 31Q: 3 clusters Score -3218310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3218313.000000 Penalty: 5079.958008
	Iteration 32Q: 3 clusters Score -3218313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3218316.250000 Penalty: 5079.958008
	Iteration 33Q: 3 clusters Score -3218316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3218318.750000 Penalty: 5079.958008
	Iteration 34Q: 3 clusters Score -3218319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3218327.500000 Penalty: 5079.958008
	Iteration 35Q: 3 clusters Score -3218328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3218331.250000 Penalty: 5079.958008
	Iteration 36Q: 3 clusters Score -3218331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3218342.000000 Penalty: 5079.958008
	Iteration 37Q: 3 clusters Score -3218342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3218339.750000 Penalty: 5079.958008
	Iteration 38Q: 3 clusters Score -3218340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3218342.500000 Penalty: 5079.958008
	Iteration 39Q: 3 clusters Score -3218342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3218346.000000 Penalty: 5079.958008
	Iteration 40F: 3 clusters Score -3218346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3218354.250000 Penalty: 5079.958008
	Iteration 41Q: 3 clusters Score -3218354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3218357.250000 Penalty: 5079.958008
	Iteration 42Q: 3 clusters Score -3218357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3218364.000000 Penalty: 5079.958008
	Iteration 43Q: 3 clusters Score -3218364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -3218366.750000 Penalty: 5079.958008
	Iteration 44Q: 3 clusters Score -3218367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3218367.750000 Penalty: 5079.958008
	Iteration 45Q: 3 clusters Score -3218368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3218368.500000 Penalty: 5079.958008
	Iteration 46Q: 3 clusters Score -3218368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3218374.750000 Penalty: 5079.958008
	Iteration 47Q: 3 clusters Score -3218375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3218383.250000 Penalty: 5079.958008
	Iteration 48Q: 3 clusters Score -3218383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3218388.250000 Penalty: 5079.958008
	Iteration 49Q: 3 clusters Score -3218388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3218395.750000 Penalty: 5079.958008
	Iteration 50Q: 3 clusters Score -3218396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3218399.250000 Penalty: 5079.958008
	Iteration 51Q: 3 clusters Score -3218399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3218407.750000 Penalty: 5079.958008
	Iteration 52Q: 3 clusters Score -3218408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3218413.500000 Penalty: 5079.958008
	Iteration 53Q: 3 clusters Score -3218414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3218414.500000 Penalty: 5079.958008
	Iteration 54Q: 3 clusters Score -3218414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3218419.000000 Penalty: 5079.958008
	Iteration 55Q: 3 clusters Score -3218419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3218422.500000 Penalty: 5079.958008
	Iteration 56Q: 3 clusters Score -3218422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3218426.000000 Penalty: 5079.958008
	Iteration 57Q: 3 clusters Score -3218426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3218427.750000 Penalty: 5079.958008
	Iteration 58Q: 3 clusters Score -3218428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3218437.750000 Penalty: 5079.958008
	Iteration 59Q: 3 clusters Score -3218438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3218435.000000 Penalty: 5079.958008
	Iteration 60F: 3 clusters Score -3218435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3218438.500000 Penalty: 5079.958008
	Iteration 61Q: 3 clusters Score -3218438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3218443.000000 Penalty: 5079.958008
	Iteration 62Q: 3 clusters Score -3218443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3218447.500000 Penalty: 5079.958008
	Iteration 63Q: 3 clusters Score -3218448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3218453.250000 Penalty: 5079.958008
	Iteration 64Q: 3 clusters Score -3218453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3218454.250000 Penalty: 5079.958008
	Iteration 65Q: 3 clusters Score -3218454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3218460.500000 Penalty: 5079.958008
	Iteration 66Q: 3 clusters Score -3218460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3218458.500000 Penalty: 5079.958008
	Iteration 67Q: 3 clusters Score -3218458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3218462.250000 Penalty: 5079.958008
	Iteration 68Q: 3 clusters Score -3218462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3218460.500000 Penalty: 5079.958008
	Iteration 69Q: 3 clusters Score -3218460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3218468.250000 Penalty: 5079.958008
	Iteration 70Q: 3 clusters Score -3218468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3218463.000000 Penalty: 5079.958008
	Iteration 71Q: 3 clusters Score -3218463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3218458.500000 Penalty: 5079.958008
	Iteration 72Q: 3 clusters Score -3218458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3218462.250000 Penalty: 5079.958008
	Iteration 73Q: 3 clusters Score -3218462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3218460.500000 Penalty: 5079.958008
	Iteration 74Q: 3 clusters Score -3218460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3218463.250000 Penalty: 5079.958008
	Iteration 75Q: 3 clusters Score -3218463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3218463.500000 Penalty: 5079.958008
	Iteration 76Q: 3 clusters Score -3218464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3218466.000000 Penalty: 5079.958008
	Iteration 77Q: 3 clusters Score -3218466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3218467.250000 Penalty: 5079.958008
	Iteration 78Q: 3 clusters Score -3218467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3218469.000000 Penalty: 5079.958008
	Iteration 79Q: 3 clusters Score -3218469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3218469.000000 Penalty: 5079.958008
	Iteration 80F: 3 clusters Score -3218469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Entering Unmasked Estep 
Score: -1252380.125000 Penalty: 2303.204834
	Iteration 0F: 2 clusters Score -1252380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1244206.000000 Penalty: 4606.409668
	Iteration 0F: 3 clusters Score -1244206 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1246807.375000 Penalty: 4606.409668
	Iteration 1F: 3 clusters Score -1246807 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1247322.125000 Penalty: 4606.409668
	Iteration 2F: 3 clusters Score -1247322 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1247784.750000 Penalty: 4606.409668
	Iteration 3F: 3 clusters Score -1247785 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1248124.250000 Penalty: 4606.409668
	Iteration 4F: 3 clusters Score -1248124 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1248366.000000 Penalty: 4606.409668
	Iteration 5Q: 3 clusters Score -1248366 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1248545.500000 Penalty: 4606.409668
	Iteration 6Q: 3 clusters Score -1248546 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1248710.250000 Penalty: 4606.409668
	Iteration 7Q: 3 clusters Score -1248710 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1248850.375000 Penalty: 4606.409668
	Iteration 8Q: 3 clusters Score -1248850 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1248974.000000 Penalty: 4606.409668
	Iteration 9Q: 3 clusters Score -1248974 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1249092.125000 Penalty: 4606.409668
	Iteration 10Q: 3 clusters Score -1249092 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1249187.875000 Penalty: 4606.409668
	Iteration 11Q: 3 clusters Score -1249188 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1249298.000000 Penalty: 4606.409668
	Iteration 12Q: 3 clusters Score -1249298 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1249390.250000 Penalty: 4606.409668
	Iteration 13Q: 3 clusters Score -1249390 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1249484.125000 Penalty: 4606.409668
	Iteration 14Q: 3 clusters Score -1249484 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1249556.875000 Penalty: 4606.409668
	Iteration 15Q: 3 clusters Score -1249557 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1249634.375000 Penalty: 4606.409668
	Iteration 16Q: 3 clusters Score -1249634 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1249683.625000 Penalty: 4606.409668
	Iteration 17Q: 3 clusters Score -1249684 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1249739.125000 Penalty: 4606.409668
	Iteration 18Q: 3 clusters Score -1249739 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1249783.750000 Penalty: 4606.409668
	Iteration 19Q: 3 clusters Score -1249784 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1249833.500000 Penalty: 4606.409668
	Iteration 20F: 3 clusters Score -1249834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1249868.500000 Penalty: 4606.409668
	Iteration 21Q: 3 clusters Score -1249868 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1249907.000000 Penalty: 4606.409668
	Iteration 22Q: 3 clusters Score -1249907 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1249946.000000 Penalty: 4606.409668
	Iteration 23Q: 3 clusters Score -1249946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1249974.000000 Penalty: 4606.409668
	Iteration 24Q: 3 clusters Score -1249974 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1249996.750000 Penalty: 4606.409668
	Iteration 25Q: 3 clusters Score -1249997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1250011.750000 Penalty: 4606.409668
	Iteration 26Q: 3 clusters Score -1250012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1250025.750000 Penalty: 4606.409668
	Iteration 27Q: 3 clusters Score -1250026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1250046.375000 Penalty: 4606.409668
	Iteration 28Q: 3 clusters Score -1250046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1250065.500000 Penalty: 4606.409668
	Iteration 29Q: 3 clusters Score -1250066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1250087.250000 Penalty: 4606.409668
	Iteration 30Q: 3 clusters Score -1250087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1250116.875000 Penalty: 4606.409668
	Iteration 31Q: 3 clusters Score -1250117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1250136.750000 Penalty: 4606.409668
	Iteration 32Q: 3 clusters Score -1250137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1250151.875000 Penalty: 4606.409668
	Iteration 33Q: 3 clusters Score -1250152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1250161.750000 Penalty: 4606.409668
	Iteration 34Q: 3 clusters Score -1250162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1250176.000000 Penalty: 4606.409668
	Iteration 35Q: 3 clusters Score -1250176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1250189.375000 Penalty: 4606.409668
	Iteration 36Q: 3 clusters Score -1250189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1250202.250000 Penalty: 4606.409668
	Iteration 37Q: 3 clusters Score -1250202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1250208.000000 Penalty: 4606.409668
	Iteration 38Q: 3 clusters Score -1250208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1250220.875000 Penalty: 4606.409668
	Iteration 39Q: 3 clusters Score -1250221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1250232.875000 Penalty: 4606.409668
	Iteration 40F: 3 clusters Score -1250233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1250247.500000 Penalty: 4606.409668
	Iteration 41Q: 3 clusters Score -1250248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1250255.875000 Penalty: 4606.409668
	Iteration 42Q: 3 clusters Score -1250256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1250265.750000 Penalty: 4606.409668
	Iteration 43Q: 3 clusters Score -1250266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1250272.625000 Penalty: 4606.409668
	Iteration 44Q: 3 clusters Score -1250273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1250277.375000 Penalty: 4606.409668
	Iteration 45Q: 3 clusters Score -1250277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1250279.375000 Penalty: 4606.409668
	Iteration 46Q: 3 clusters Score -1250279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1250285.875000 Penalty: 4606.409668
	Iteration 47Q: 3 clusters Score -1250286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1250291.000000 Penalty: 4606.409668
	Iteration 48Q: 3 clusters Score -1250291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1250298.625000 Penalty: 4606.409668
	Iteration 49Q: 3 clusters Score -1250299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1250301.875000 Penalty: 4606.409668
	Iteration 50Q: 3 clusters Score -1250302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1250306.375000 Penalty: 4606.409668
	Iteration 51Q: 3 clusters Score -1250306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1250306.000000 Penalty: 4606.409668
	Iteration 52Q: 3 clusters Score -1250306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1250307.500000 Penalty: 4606.409668
	Iteration 53Q: 3 clusters Score -1250308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1250309.500000 Penalty: 4606.409668
	Iteration 54Q: 3 clusters Score -1250310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1250309.000000 Penalty: 4606.409668
	Iteration 55Q: 3 clusters Score -1250309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1250308.875000 Penalty: 4606.409668
	Iteration 56Q: 3 clusters Score -1250309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1250307.875000 Penalty: 4606.409668
	Iteration 57Q: 3 clusters Score -1250308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1250308.750000 Penalty: 4606.409668
	Iteration 58Q: 3 clusters Score -1250309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1250311.875000 Penalty: 4606.409668
	Iteration 59Q: 3 clusters Score -1250312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1250314.625000 Penalty: 4606.409668
	Iteration 60F: 3 clusters Score -1250315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1250311.750000 Penalty: 4606.409668
	Iteration 61Q: 3 clusters Score -1250312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1250317.125000 Penalty: 4606.409668
	Iteration 62Q: 3 clusters Score -1250317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1250318.875000 Penalty: 4606.409668
	Iteration 63Q: 3 clusters Score -1250319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1250319.125000 Penalty: 4606.409668
	Iteration 64Q: 3 clusters Score -1250319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1250320.125000 Penalty: 4606.409668
	Iteration 65Q: 3 clusters Score -1250320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1250319.375000 Penalty: 4606.409668
	Iteration 66Q: 3 clusters Score -1250319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1250318.750000 Penalty: 4606.409668
	Iteration 67Q: 3 clusters Score -1250319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1250322.500000 Penalty: 4606.409668
	Iteration 68Q: 3 clusters Score -1250322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1250322.875000 Penalty: 4606.409668
	Iteration 69Q: 3 clusters Score -1250323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1250324.125000 Penalty: 4606.409668
	Iteration 70Q: 3 clusters Score -1250324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1250323.000000 Penalty: 4606.409668
	Iteration 71Q: 3 clusters Score -1250323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1250323.000000 Penalty: 4606.409668
	Iteration 72F: 3 clusters Score -1250323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -768242.125000 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -768242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -762843.500000 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -762843.5 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -764147.625000 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -764147.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -764317.250000 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -764317.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -764434.375000 Penalty: 4348.981445
	Iteration 3Q: 3 clusters Score -764434.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -764512.312500 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -764512.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -764569.187500 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -764569.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -764615.937500 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -764615.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -764653.687500 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -764653.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -764705.250000 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -764705.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -764745.625000 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -764745.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -764779.000000 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -764779 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -764819.812500 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -764819.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -764862.937500 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -764862.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -764902.125000 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -764902.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -764942.812500 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -764942.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -764978.375000 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -764978.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -765012.625000 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -765012.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -765039.687500 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -765039.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -765065.875000 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -765065.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -765094.000000 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -765094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -765128.562500 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -765128.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -765163.687500 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -765163.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -765209.875000 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -765209.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -765258.250000 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -765258.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -765313.250000 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -765313.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -765378.562500 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -765378.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -765446.312500 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -765446.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -765514.812500 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -765514.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -765576.187500 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -765576.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -765640.812500 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -765640.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -765694.687500 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -765694.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -765745.062500 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -765745.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -765794.437500 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -765794.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -765840.687500 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -765840.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -765875.250000 Penalty: 4348.981445
	Iteration 34Q: 3 clusters Score -765875.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -765907.562500 Penalty: 4348.981445
	Iteration 35Q: 3 clusters Score -765907.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -765941.687500 Penalty: 4348.981445
	Iteration 36Q: 3 clusters Score -765941.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -765972.562500 Penalty: 4348.981445
	Iteration 37Q: 3 clusters Score -765972.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -765993.875000 Penalty: 4348.981445
	Iteration 38Q: 3 clusters Score -765993.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -766015.312500 Penalty: 4348.981445
	Iteration 39Q: 3 clusters Score -766015.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -766040.062500 Penalty: 4348.981445
	Iteration 40F: 3 clusters Score -766040.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -766065.250000 Penalty: 4348.981445
	Iteration 41Q: 3 clusters Score -766065.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -766083.375000 Penalty: 4348.981445
	Iteration 42Q: 3 clusters Score -766083.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -766098.937500 Penalty: 4348.981445
	Iteration 43Q: 3 clusters Score -766098.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -766120.250000 Penalty: 4348.981445
	Iteration 44Q: 3 clusters Score -766120.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -766136.000000 Penalty: 4348.981445
	Iteration 45Q: 3 clusters Score -766136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -766154.625000 Penalty: 4348.981445
	Iteration 46Q: 3 clusters Score -766154.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -766175.187500 Penalty: 4348.981445
	Iteration 47Q: 3 clusters Score -766175.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -766193.750000 Penalty: 4348.981445
	Iteration 48Q: 3 clusters Score -766193.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -766215.562500 Penalty: 4348.981445
	Iteration 49Q: 3 clusters Score -766215.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -766233.937500 Penalty: 4348.981445
	Iteration 50Q: 3 clusters Score -766233.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -766259.312500 Penalty: 4348.981445
	Iteration 51Q: 3 clusters Score -766259.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -766280.687500 Penalty: 4348.981445
	Iteration 52Q: 3 clusters Score -766280.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -766296.000000 Penalty: 4348.981445
	Iteration 53Q: 3 clusters Score -766296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -766309.937500 Penalty: 4348.981445
	Iteration 54Q: 3 clusters Score -766309.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -766320.937500 Penalty: 4348.981445
	Iteration 55Q: 3 clusters Score -766320.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -766326.500000 Penalty: 4348.981445
	Iteration 56Q: 3 clusters Score -766326.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -766331.062500 Penalty: 4348.981445
	Iteration 57Q: 3 clusters Score -766331.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -766336.062500 Penalty: 4348.981445
	Iteration 58Q: 3 clusters Score -766336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -766342.500000 Penalty: 4348.981445
	Iteration 59Q: 3 clusters Score -766342.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -766348.125000 Penalty: 4348.981445
	Iteration 60F: 3 clusters Score -766348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -766354.875000 Penalty: 4348.981445
	Iteration 61Q: 3 clusters Score -766354.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -766358.812500 Penalty: 4348.981445
	Iteration 62Q: 3 clusters Score -766358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -766361.062500 Penalty: 4348.981445
	Iteration 63Q: 3 clusters Score -766361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -766362.625000 Penalty: 4348.981445
	Iteration 64Q: 3 clusters Score -766362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -766364.750000 Penalty: 4348.981445
	Iteration 65Q: 3 clusters Score -766364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -766366.375000 Penalty: 4348.981445
	Iteration 66Q: 3 clusters Score -766366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -766369.375000 Penalty: 4348.981445
	Iteration 67Q: 3 clusters Score -766369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -766369.875000 Penalty: 4348.981445
	Iteration 68Q: 3 clusters Score -766369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -766370.500000 Penalty: 4348.981445
	Iteration 69Q: 3 clusters Score -766370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -766370.312500 Penalty: 4348.981445
	Iteration 70Q: 3 clusters Score -766370.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -766371.250000 Penalty: 4348.981445
	Iteration 71Q: 3 clusters Score -766371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -766371.812500 Penalty: 4348.981445
	Iteration 72Q: 3 clusters Score -766371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -766374.187500 Penalty: 4348.981445
	Iteration 73Q: 3 clusters Score -766374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -766373.812500 Penalty: 4348.981445
	Iteration 74Q: 3 clusters Score -766373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -766373.812500 Penalty: 4348.981445
	Iteration 75F: 3 clusters Score -766373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -39103.890625 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -39103.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37828.125000 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -37828.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38054.398438 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -38054.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -38140.875000 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -38140.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -38186.621094 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -38186.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38290.453125 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -38290.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38346.496094 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -38346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -38363.582031 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -38363.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -38435.777344 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -38435.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -38501.015625 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -38501.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -38522.367188 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -38522.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -38537.042969 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -38537.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -38549.527344 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -38549.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -38566.312500 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -38566.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -38575.273438 Penalty: 2933.097656
	Iteration 13Q: 3 clusters Score -38575.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38582.148438 Penalty: 2933.097656
	Iteration 14Q: 3 clusters Score -38582.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38582.148438 Penalty: 2933.097656
	Iteration 15F: 3 clusters Score -38582.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Entering Unmasked Estep 
Score: -2015096.625000 Penalty: 2416.240967
	Iteration 0F: 2 clusters Score -2015097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2002860.875000 Penalty: 4832.481934
	Iteration 0F: 3 clusters Score -2002861 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2006924.875000 Penalty: 4832.481934
	Iteration 1F: 3 clusters Score -2006925 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2007281.875000 Penalty: 4832.481934
	Iteration 2F: 3 clusters Score -2007282 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2007566.250000 Penalty: 4832.481934
	Iteration 3Q: 3 clusters Score -2007566 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2007812.750000 Penalty: 4832.481934
	Iteration 4Q: 3 clusters Score -2007813 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2008046.000000 Penalty: 4832.481934
	Iteration 5Q: 3 clusters Score -2008046 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2008291.000000 Penalty: 4832.481934
	Iteration 6Q: 3 clusters Score -2008291 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2008572.125000 Penalty: 4832.481934
	Iteration 7Q: 3 clusters Score -2008572 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2008889.625000 Penalty: 4832.481934
	Iteration 8Q: 3 clusters Score -2008890 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2009240.500000 Penalty: 4832.481934
	Iteration 9Q: 3 clusters Score -2009240 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2009584.500000 Penalty: 4832.481934
	Iteration 10Q: 3 clusters Score -2009584 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2009889.875000 Penalty: 4832.481934
	Iteration 11Q: 3 clusters Score -2009890 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2010154.625000 Penalty: 4832.481934
	Iteration 12Q: 3 clusters Score -2010155 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2010351.000000 Penalty: 4832.481934
	Iteration 13Q: 3 clusters Score -2010351 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2010498.750000 Penalty: 4832.481934
	Iteration 14Q: 3 clusters Score -2010499 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2010619.125000 Penalty: 4832.481934
	Iteration 15Q: 3 clusters Score -2010619 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2010721.250000 Penalty: 4832.481934
	Iteration 16Q: 3 clusters Score -2010721 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2010831.000000 Penalty: 4832.481934
	Iteration 17Q: 3 clusters Score -2010831 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2010940.750000 Penalty: 4832.481934
	Iteration 18Q: 3 clusters Score -2010941 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2011053.250000 Penalty: 4832.481934
	Iteration 19Q: 3 clusters Score -2011053 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2011188.250000 Penalty: 4832.481934
	Iteration 20F: 3 clusters Score -2011188 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2011327.000000 Penalty: 4832.481934
	Iteration 21Q: 3 clusters Score -2011327 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2011455.000000 Penalty: 4832.481934
	Iteration 22Q: 3 clusters Score -2011455 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2011574.625000 Penalty: 4832.481934
	Iteration 23Q: 3 clusters Score -2011575 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2011679.750000 Penalty: 4832.481934
	Iteration 24Q: 3 clusters Score -2011680 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2011779.875000 Penalty: 4832.481934
	Iteration 25Q: 3 clusters Score -2011780 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2011864.500000 Penalty: 4832.481934
	Iteration 26Q: 3 clusters Score -2011864 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2011963.750000 Penalty: 4832.481934
	Iteration 27Q: 3 clusters Score -2011964 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2012052.000000 Penalty: 4832.481934
	Iteration 28Q: 3 clusters Score -2012052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2012126.750000 Penalty: 4832.481934
	Iteration 29Q: 3 clusters Score -2012127 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2012219.625000 Penalty: 4832.481934
	Iteration 30Q: 3 clusters Score -2012220 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2012300.625000 Penalty: 4832.481934
	Iteration 31Q: 3 clusters Score -2012301 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2012384.750000 Penalty: 4832.481934
	Iteration 32Q: 3 clusters Score -2012385 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2012456.000000 Penalty: 4832.481934
	Iteration 33Q: 3 clusters Score -2012456 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2012530.625000 Penalty: 4832.481934
	Iteration 34Q: 3 clusters Score -2012531 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2012606.625000 Penalty: 4832.481934
	Iteration 35Q: 3 clusters Score -2012607 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2012662.750000 Penalty: 4832.481934
	Iteration 36Q: 3 clusters Score -2012663 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2012694.750000 Penalty: 4832.481934
	Iteration 37Q: 3 clusters Score -2012695 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2012730.500000 Penalty: 4832.481934
	Iteration 38Q: 3 clusters Score -2012730 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2012775.500000 Penalty: 4832.481934
	Iteration 39Q: 3 clusters Score -2012776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2012809.250000 Penalty: 4832.481934
	Iteration 40F: 3 clusters Score -2012809 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2012828.000000 Penalty: 4832.481934
	Iteration 41Q: 3 clusters Score -2012828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2012848.000000 Penalty: 4832.481934
	Iteration 42Q: 3 clusters Score -2012848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2012866.750000 Penalty: 4832.481934
	Iteration 43Q: 3 clusters Score -2012867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2012884.000000 Penalty: 4832.481934
	Iteration 44Q: 3 clusters Score -2012884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2012900.750000 Penalty: 4832.481934
	Iteration 45Q: 3 clusters Score -2012901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2012914.500000 Penalty: 4832.481934
	Iteration 46Q: 3 clusters Score -2012914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2012933.500000 Penalty: 4832.481934
	Iteration 47Q: 3 clusters Score -2012934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2012947.875000 Penalty: 4832.481934
	Iteration 48Q: 3 clusters Score -2012948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2012954.875000 Penalty: 4832.481934
	Iteration 49Q: 3 clusters Score -2012955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2012962.375000 Penalty: 4832.481934
	Iteration 50Q: 3 clusters Score -2012962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2012984.125000 Penalty: 4832.481934
	Iteration 51Q: 3 clusters Score -2012984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2012992.750000 Penalty: 4832.481934
	Iteration 52Q: 3 clusters Score -2012993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2013000.250000 Penalty: 4832.481934
	Iteration 53Q: 3 clusters Score -2013000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2013012.375000 Penalty: 4832.481934
	Iteration 54Q: 3 clusters Score -2013012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2013022.625000 Penalty: 4832.481934
	Iteration 55Q: 3 clusters Score -2013023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2013031.500000 Penalty: 4832.481934
	Iteration 56Q: 3 clusters Score -2013032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2013045.250000 Penalty: 4832.481934
	Iteration 57Q: 3 clusters Score -2013045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2013063.375000 Penalty: 4832.481934
	Iteration 58Q: 3 clusters Score -2013063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2013070.375000 Penalty: 4832.481934
	Iteration 59Q: 3 clusters Score -2013070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2013089.750000 Penalty: 4832.481934
	Iteration 60F: 3 clusters Score -2013090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2013098.375000 Penalty: 4832.481934
	Iteration 61Q: 3 clusters Score -2013098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2013109.875000 Penalty: 4832.481934
	Iteration 62Q: 3 clusters Score -2013110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2013121.875000 Penalty: 4832.481934
	Iteration 63Q: 3 clusters Score -2013122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2013126.625000 Penalty: 4832.481934
	Iteration 64Q: 3 clusters Score -2013127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2013130.500000 Penalty: 4832.481934
	Iteration 65Q: 3 clusters Score -2013130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2013132.000000 Penalty: 4832.481934
	Iteration 66Q: 3 clusters Score -2013132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2013135.500000 Penalty: 4832.481934
	Iteration 67Q: 3 clusters Score -2013136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2013138.375000 Penalty: 4832.481934
	Iteration 68Q: 3 clusters Score -2013138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2013140.625000 Penalty: 4832.481934
	Iteration 69Q: 3 clusters Score -2013141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2013143.375000 Penalty: 4832.481934
	Iteration 70Q: 3 clusters Score -2013143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2013143.875000 Penalty: 4832.481934
	Iteration 71Q: 3 clusters Score -2013144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2013146.125000 Penalty: 4832.481934
	Iteration 72Q: 3 clusters Score -2013146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2013146.375000 Penalty: 4832.481934
	Iteration 73Q: 3 clusters Score -2013146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2013148.375000 Penalty: 4832.481934
	Iteration 74Q: 3 clusters Score -2013148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2013147.500000 Penalty: 4832.481934
	Iteration 75Q: 3 clusters Score -2013148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2013149.375000 Penalty: 4832.481934
	Iteration 76Q: 3 clusters Score -2013149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2013150.250000 Penalty: 4832.481934
	Iteration 77Q: 3 clusters Score -2013150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2013157.375000 Penalty: 4832.481934
	Iteration 78Q: 3 clusters Score -2013157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2013155.125000 Penalty: 4832.481934
	Iteration 79Q: 3 clusters Score -2013155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2013155.875000 Penalty: 4832.481934
	Iteration 80F: 3 clusters Score -2013156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2013154.500000 Penalty: 4832.481934
	Iteration 81Q: 3 clusters Score -2013154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2013154.500000 Penalty: 4832.481934
	Iteration 82F: 3 clusters Score -2013154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Entering Unmasked Estep 
Score: -2521712.750000 Penalty: 2477.914307
	Iteration 0F: 2 clusters Score -2521713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2506427.250000 Penalty: 4955.828613
	Iteration 0F: 3 clusters Score -2506427 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2511723.750000 Penalty: 4955.828613
	Iteration 1F: 3 clusters Score -2511724 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2512359.000000 Penalty: 4955.828613
	Iteration 2F: 3 clusters Score -2512359 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2513098.250000 Penalty: 4955.828613
	Iteration 3F: 3 clusters Score -2513098 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2513931.750000 Penalty: 4955.828613
	Iteration 4F: 3 clusters Score -2513932 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2514878.500000 Penalty: 4955.828613
	Iteration 5F: 3 clusters Score -2514878 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2515818.750000 Penalty: 4955.828613
	Iteration 6F: 3 clusters Score -2515819 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2516576.000000 Penalty: 4955.828613
	Iteration 7F: 3 clusters Score -2516576 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2517134.000000 Penalty: 4955.828613
	Iteration 8Q: 3 clusters Score -2517134 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2517574.750000 Penalty: 4955.828613
	Iteration 9Q: 3 clusters Score -2517575 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2517914.250000 Penalty: 4955.828613
	Iteration 10Q: 3 clusters Score -2517914 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2518218.500000 Penalty: 4955.828613
	Iteration 11Q: 3 clusters Score -2518218 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2518455.250000 Penalty: 4955.828613
	Iteration 12Q: 3 clusters Score -2518455 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2518675.250000 Penalty: 4955.828613
	Iteration 13Q: 3 clusters Score -2518675 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2518838.500000 Penalty: 4955.828613
	Iteration 14Q: 3 clusters Score -2518838 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2518998.000000 Penalty: 4955.828613
	Iteration 15Q: 3 clusters Score -2518998 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2519132.500000 Penalty: 4955.828613
	Iteration 16Q: 3 clusters Score -2519132 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2519238.250000 Penalty: 4955.828613
	Iteration 17Q: 3 clusters Score -2519238 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2519332.750000 Penalty: 4955.828613
	Iteration 18Q: 3 clusters Score -2519333 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2519420.000000 Penalty: 4955.828613
	Iteration 19Q: 3 clusters Score -2519420 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2519515.250000 Penalty: 4955.828613
	Iteration 20F: 3 clusters Score -2519515 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2519573.750000 Penalty: 4955.828613
	Iteration 21Q: 3 clusters Score -2519574 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2519621.500000 Penalty: 4955.828613
	Iteration 22Q: 3 clusters Score -2519622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2519670.000000 Penalty: 4955.828613
	Iteration 23Q: 3 clusters Score -2519670 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2519712.000000 Penalty: 4955.828613
	Iteration 24Q: 3 clusters Score -2519712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2519757.500000 Penalty: 4955.828613
	Iteration 25Q: 3 clusters Score -2519758 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2519782.500000 Penalty: 4955.828613
	Iteration 26Q: 3 clusters Score -2519782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2519803.000000 Penalty: 4955.828613
	Iteration 27Q: 3 clusters Score -2519803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2519822.500000 Penalty: 4955.828613
	Iteration 28Q: 3 clusters Score -2519822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2519838.250000 Penalty: 4955.828613
	Iteration 29Q: 3 clusters Score -2519838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2519857.500000 Penalty: 4955.828613
	Iteration 30Q: 3 clusters Score -2519858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2519872.000000 Penalty: 4955.828613
	Iteration 31Q: 3 clusters Score -2519872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2519879.000000 Penalty: 4955.828613
	Iteration 32Q: 3 clusters Score -2519879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2519886.250000 Penalty: 4955.828613
	Iteration 33Q: 3 clusters Score -2519886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2519891.000000 Penalty: 4955.828613
	Iteration 34Q: 3 clusters Score -2519891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2519904.750000 Penalty: 4955.828613
	Iteration 35Q: 3 clusters Score -2519905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2519909.500000 Penalty: 4955.828613
	Iteration 36Q: 3 clusters Score -2519910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2519918.750000 Penalty: 4955.828613
	Iteration 37Q: 3 clusters Score -2519919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2519920.250000 Penalty: 4955.828613
	Iteration 38Q: 3 clusters Score -2519920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2519921.000000 Penalty: 4955.828613
	Iteration 39Q: 3 clusters Score -2519921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2519926.250000 Penalty: 4955.828613
	Iteration 40F: 3 clusters Score -2519926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2519931.000000 Penalty: 4955.828613
	Iteration 41Q: 3 clusters Score -2519931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2519933.750000 Penalty: 4955.828613
	Iteration 42Q: 3 clusters Score -2519934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2519937.250000 Penalty: 4955.828613
	Iteration 43Q: 3 clusters Score -2519937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2519939.500000 Penalty: 4955.828613
	Iteration 44Q: 3 clusters Score -2519940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2519939.000000 Penalty: 4955.828613
	Iteration 45Q: 3 clusters Score -2519939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2519939.000000 Penalty: 4955.828613
	Iteration 46F: 3 clusters Score -2519939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Entering Unmasked Estep 
Score: -1979848.125000 Penalty: 2445.824951
	Iteration 0F: 2 clusters Score -1979848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1966407.625000 Penalty: 4891.649902
	Iteration 0F: 3 clusters Score -1966408 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1971563.750000 Penalty: 4891.649902
	Iteration 1F: 3 clusters Score -1971564 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1972678.125000 Penalty: 4891.649902
	Iteration 2F: 3 clusters Score -1972678 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1973883.375000 Penalty: 4891.649902
	Iteration 3F: 3 clusters Score -1973883 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1975114.875000 Penalty: 4891.649902
	Iteration 4F: 3 clusters Score -1975115 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1976147.625000 Penalty: 4891.649902
	Iteration 5F: 3 clusters Score -1976148 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1976963.375000 Penalty: 4891.649902
	Iteration 6F: 3 clusters Score -1976963 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1977601.875000 Penalty: 4891.649902
	Iteration 7Q: 3 clusters Score -1977602 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1978051.000000 Penalty: 4891.649902
	Iteration 8Q: 3 clusters Score -1978051 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1978423.750000 Penalty: 4891.649902
	Iteration 9Q: 3 clusters Score -1978424 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1978677.750000 Penalty: 4891.649902
	Iteration 10Q: 3 clusters Score -1978678 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1978855.000000 Penalty: 4891.649902
	Iteration 11Q: 3 clusters Score -1978855 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1978990.500000 Penalty: 4891.649902
	Iteration 12Q: 3 clusters Score -1978990 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1979099.875000 Penalty: 4891.649902
	Iteration 13Q: 3 clusters Score -1979100 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1979151.625000 Penalty: 4891.649902
	Iteration 14Q: 3 clusters Score -1979152 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1979183.500000 Penalty: 4891.649902
	Iteration 15Q: 3 clusters Score -1979184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1979215.875000 Penalty: 4891.649902
	Iteration 16Q: 3 clusters Score -1979216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1979234.875000 Penalty: 4891.649902
	Iteration 17Q: 3 clusters Score -1979235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1979256.875000 Penalty: 4891.649902
	Iteration 18Q: 3 clusters Score -1979257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1979271.250000 Penalty: 4891.649902
	Iteration 19Q: 3 clusters Score -1979271 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1979284.750000 Penalty: 4891.649902
	Iteration 20F: 3 clusters Score -1979285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1979304.375000 Penalty: 4891.649902
	Iteration 21Q: 3 clusters Score -1979304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1979314.250000 Penalty: 4891.649902
	Iteration 22Q: 3 clusters Score -1979314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1979320.625000 Penalty: 4891.649902
	Iteration 23Q: 3 clusters Score -1979321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1979335.250000 Penalty: 4891.649902
	Iteration 24Q: 3 clusters Score -1979335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1979342.625000 Penalty: 4891.649902
	Iteration 25Q: 3 clusters Score -1979343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1979346.250000 Penalty: 4891.649902
	Iteration 26Q: 3 clusters Score -1979346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1979350.500000 Penalty: 4891.649902
	Iteration 27Q: 3 clusters Score -1979350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1979356.375000 Penalty: 4891.649902
	Iteration 28Q: 3 clusters Score -1979356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1979370.500000 Penalty: 4891.649902
	Iteration 29Q: 3 clusters Score -1979370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1979374.875000 Penalty: 4891.649902
	Iteration 30Q: 3 clusters Score -1979375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1979384.750000 Penalty: 4891.649902
	Iteration 31Q: 3 clusters Score -1979385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1979387.000000 Penalty: 4891.649902
	Iteration 32Q: 3 clusters Score -1979387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1979394.250000 Penalty: 4891.649902
	Iteration 33Q: 3 clusters Score -1979394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1979403.125000 Penalty: 4891.649902
	Iteration 34Q: 3 clusters Score -1979403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1979408.500000 Penalty: 4891.649902
	Iteration 35Q: 3 clusters Score -1979408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1979417.250000 Penalty: 4891.649902
	Iteration 36Q: 3 clusters Score -1979417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1979417.000000 Penalty: 4891.649902
	Iteration 37Q: 3 clusters Score -1979417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1979424.875000 Penalty: 4891.649902
	Iteration 38Q: 3 clusters Score -1979425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1979435.250000 Penalty: 4891.649902
	Iteration 39Q: 3 clusters Score -1979435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1979439.125000 Penalty: 4891.649902
	Iteration 40F: 3 clusters Score -1979439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1979445.375000 Penalty: 4891.649902
	Iteration 41Q: 3 clusters Score -1979445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1979443.375000 Penalty: 4891.649902
	Iteration 42Q: 3 clusters Score -1979443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1979447.875000 Penalty: 4891.649902
	Iteration 43Q: 3 clusters Score -1979448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1979445.375000 Penalty: 4891.649902
	Iteration 44Q: 3 clusters Score -1979445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1979450.500000 Penalty: 4891.649902
	Iteration 45Q: 3 clusters Score -1979450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1979455.500000 Penalty: 4891.649902
	Iteration 46Q: 3 clusters Score -1979456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1979457.000000 Penalty: 4891.649902
	Iteration 47Q: 3 clusters Score -1979457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1979459.125000 Penalty: 4891.649902
	Iteration 48Q: 3 clusters Score -1979459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1979457.500000 Penalty: 4891.649902
	Iteration 49Q: 3 clusters Score -1979458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1979458.625000 Penalty: 4891.649902
	Iteration 50Q: 3 clusters Score -1979459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1979458.000000 Penalty: 4891.649902
	Iteration 51Q: 3 clusters Score -1979458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1979458.500000 Penalty: 4891.649902
	Iteration 52Q: 3 clusters Score -1979458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1979458.000000 Penalty: 4891.649902
	Iteration 53Q: 3 clusters Score -1979458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1979458.625000 Penalty: 4891.649902
	Iteration 54Q: 3 clusters Score -1979459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1979456.750000 Penalty: 4891.649902
	Iteration 55Q: 3 clusters Score -1979457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1979458.375000 Penalty: 4891.649902
	Iteration 56Q: 3 clusters Score -1979458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1979458.375000 Penalty: 4891.649902
	Iteration 57F: 3 clusters Score -1979458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Entering Unmasked Estep 
Score: -1002158.625000 Penalty: 2245.546143
	Iteration 0F: 2 clusters Score -1002159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -995413.437500 Penalty: 4491.092285
	Iteration 0F: 3 clusters Score -995413.4 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -997441.562500 Penalty: 4491.092285
	Iteration 1F: 3 clusters Score -997441.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -997930.125000 Penalty: 4491.092285
	Iteration 2F: 3 clusters Score -997930.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -998407.875000 Penalty: 4491.092285
	Iteration 3F: 3 clusters Score -998407.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -998904.187500 Penalty: 4491.092285
	Iteration 4F: 3 clusters Score -998904.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -999366.437500 Penalty: 4491.092285
	Iteration 5F: 3 clusters Score -999366.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -999702.312500 Penalty: 4491.092285
	Iteration 6F: 3 clusters Score -999702.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -999897.687500 Penalty: 4491.092285
	Iteration 7Q: 3 clusters Score -999897.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1000024.062500 Penalty: 4491.092285
	Iteration 8Q: 3 clusters Score -1000024 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1000101.000000 Penalty: 4491.092285
	Iteration 9Q: 3 clusters Score -1000101 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1000151.562500 Penalty: 4491.092285
	Iteration 10Q: 3 clusters Score -1000152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1000174.437500 Penalty: 4491.092285
	Iteration 11Q: 3 clusters Score -1000174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1000184.625000 Penalty: 4491.092285
	Iteration 12Q: 3 clusters Score -1000185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1000194.437500 Penalty: 4491.092285
	Iteration 13Q: 3 clusters Score -1000194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1000201.562500 Penalty: 4491.092285
	Iteration 14Q: 3 clusters Score -1000202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1000206.937500 Penalty: 4491.092285
	Iteration 15Q: 3 clusters Score -1000207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1000211.375000 Penalty: 4491.092285
	Iteration 16Q: 3 clusters Score -1000211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1000216.750000 Penalty: 4491.092285
	Iteration 17Q: 3 clusters Score -1000217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1000220.312500 Penalty: 4491.092285
	Iteration 18Q: 3 clusters Score -1000220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1000223.500000 Penalty: 4491.092285
	Iteration 19Q: 3 clusters Score -1000224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1000224.562500 Penalty: 4491.092285
	Iteration 20F: 3 clusters Score -1000225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1000222.562500 Penalty: 4491.092285
	Iteration 21Q: 3 clusters Score -1000223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1000224.125000 Penalty: 4491.092285
	Iteration 22Q: 3 clusters Score -1000224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1000222.875000 Penalty: 4491.092285
	Iteration 23Q: 3 clusters Score -1000223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1000223.562500 Penalty: 4491.092285
	Iteration 24Q: 3 clusters Score -1000224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1000223.187500 Penalty: 4491.092285
	Iteration 25Q: 3 clusters Score -1000223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1000226.750000 Penalty: 4491.092285
	Iteration 26Q: 3 clusters Score -1000227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1000226.875000 Penalty: 4491.092285
	Iteration 27Q: 3 clusters Score -1000227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1000230.812500 Penalty: 4491.092285
	Iteration 28Q: 3 clusters Score -1000231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1000229.687500 Penalty: 4491.092285
	Iteration 29Q: 3 clusters Score -1000230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1000234.562500 Penalty: 4491.092285
	Iteration 30Q: 3 clusters Score -1000235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1000234.062500 Penalty: 4491.092285
	Iteration 31Q: 3 clusters Score -1000234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1000237.062500 Penalty: 4491.092285
	Iteration 32Q: 3 clusters Score -1000237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1000238.437500 Penalty: 4491.092285
	Iteration 33Q: 3 clusters Score -1000238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1000241.562500 Penalty: 4491.092285
	Iteration 34Q: 3 clusters Score -1000242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1000245.000000 Penalty: 4491.092285
	Iteration 35Q: 3 clusters Score -1000245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1000245.375000 Penalty: 4491.092285
	Iteration 36Q: 3 clusters Score -1000245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1000248.125000 Penalty: 4491.092285
	Iteration 37Q: 3 clusters Score -1000248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1000248.187500 Penalty: 4491.092285
	Iteration 38Q: 3 clusters Score -1000248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1000251.625000 Penalty: 4491.092285
	Iteration 39Q: 3 clusters Score -1000252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1000251.750000 Penalty: 4491.092285
	Iteration 40F: 3 clusters Score -1000252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1000253.062500 Penalty: 4491.092285
	Iteration 41Q: 3 clusters Score -1000253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1000252.125000 Penalty: 4491.092285
	Iteration 42Q: 3 clusters Score -1000252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1000253.625000 Penalty: 4491.092285
	Iteration 43Q: 3 clusters Score -1000254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1000253.562500 Penalty: 4491.092285
	Iteration 44Q: 3 clusters Score -1000254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1000252.562500 Penalty: 4491.092285
	Iteration 45Q: 3 clusters Score -1000253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1000251.562500 Penalty: 4491.092285
	Iteration 46Q: 3 clusters Score -1000252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1000253.750000 Penalty: 4491.092285
	Iteration 47Q: 3 clusters Score -1000254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1000253.375000 Penalty: 4491.092285
	Iteration 48Q: 3 clusters Score -1000253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1000255.937500 Penalty: 4491.092285
	Iteration 49Q: 3 clusters Score -1000256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1000254.812500 Penalty: 4491.092285
	Iteration 50Q: 3 clusters Score -1000255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1000255.625000 Penalty: 4491.092285
	Iteration 51Q: 3 clusters Score -1000256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1000257.375000 Penalty: 4491.092285
	Iteration 52Q: 3 clusters Score -1000257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1000257.312500 Penalty: 4491.092285
	Iteration 53Q: 3 clusters Score -1000257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1000254.375000 Penalty: 4491.092285
	Iteration 54Q: 3 clusters Score -1000254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1000254.375000 Penalty: 4491.092285
	Iteration 55F: 3 clusters Score -1000254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (84987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Entering Unmasked Estep 
Score: -9950545.000000 Penalty: 2814.863037
	Iteration 0F: 2 clusters Score -9950545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -9893595.000000 Penalty: 5629.726074
	Iteration 0F: 3 clusters Score -9893595 nChanged 39986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -9916231.000000 Penalty: 5629.726074
	Iteration 1F: 3 clusters Score -9916231 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -9916892.000000 Penalty: 5629.726074
	Iteration 2Q: 3 clusters Score -9916892 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -9917529.000000 Penalty: 5629.726074
	Iteration 3Q: 3 clusters Score -9917529 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -9918161.000000 Penalty: 5629.726074
	Iteration 4Q: 3 clusters Score -9918161 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -9918971.000000 Penalty: 5629.726074
	Iteration 5Q: 3 clusters Score -9918971 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -9919930.000000 Penalty: 5629.726074
	Iteration 6Q: 3 clusters Score -9919930 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -9921281.000000 Penalty: 5629.726074
	Iteration 7Q: 3 clusters Score -9921281 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -9923166.000000 Penalty: 5629.726074
	Iteration 8Q: 3 clusters Score -9923166 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -9926126.000000 Penalty: 5629.726074
	Iteration 9F: 3 clusters Score -9926126 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -9930256.000000 Penalty: 5629.726074
	Iteration 10F: 3 clusters Score -9930256 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -9934553.000000 Penalty: 5629.726074
	Iteration 11F: 3 clusters Score -9934553 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -9938352.000000 Penalty: 5629.726074
	Iteration 12F: 3 clusters Score -9938352 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -9941183.000000 Penalty: 5629.726074
	Iteration 13Q: 3 clusters Score -9941183 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -9943213.000000 Penalty: 5629.726074
	Iteration 14Q: 3 clusters Score -9943213 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -9944675.000000 Penalty: 5629.726074
	Iteration 15Q: 3 clusters Score -9944675 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -9945728.000000 Penalty: 5629.726074
	Iteration 16Q: 3 clusters Score -9945728 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -9946554.000000 Penalty: 5629.726074
	Iteration 17Q: 3 clusters Score -9946554 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -9947158.000000 Penalty: 5629.726074
	Iteration 18Q: 3 clusters Score -9947158 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -9947555.000000 Penalty: 5629.726074
	Iteration 19Q: 3 clusters Score -9947555 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -9947791.000000 Penalty: 5629.726074
	Iteration 20F: 3 clusters Score -9947791 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 84118 members 
Entering Unmasked Estep 
Score: -9947939.000000 Penalty: 5629.726074
	Iteration 21Q: 3 clusters Score -9947939 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -9948061.000000 Penalty: 5629.726074
	Iteration 22Q: 3 clusters Score -9948061 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -9948133.000000 Penalty: 5629.726074
	Iteration 23Q: 3 clusters Score -9948133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -9948162.000000 Penalty: 5629.726074
	Iteration 24Q: 3 clusters Score -9948162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 84399 members 
Entering Unmasked Estep 
Score: -9948177.000000 Penalty: 5629.726074
	Iteration 25Q: 3 clusters Score -9948177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 84416 members 
Entering Unmasked Estep 
Score: -9948200.000000 Penalty: 5629.726074
	Iteration 26Q: 3 clusters Score -9948200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -9948219.000000 Penalty: 5629.726074
	Iteration 27Q: 3 clusters Score -9948219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -9948244.000000 Penalty: 5629.726074
	Iteration 28Q: 3 clusters Score -9948244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -9948262.000000 Penalty: 5629.726074
	Iteration 29Q: 3 clusters Score -9948262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -9948273.000000 Penalty: 5629.726074
	Iteration 30Q: 3 clusters Score -9948273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -9948285.000000 Penalty: 5629.726074
	Iteration 31Q: 3 clusters Score -9948285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -9948303.000000 Penalty: 5629.726074
	Iteration 32Q: 3 clusters Score -9948303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -9948304.000000 Penalty: 5629.726074
	Iteration 33Q: 3 clusters Score -9948304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -9948311.000000 Penalty: 5629.726074
	Iteration 34Q: 3 clusters Score -9948311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -9948315.000000 Penalty: 5629.726074
	Iteration 35Q: 3 clusters Score -9948315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -9948305.000000 Penalty: 5629.726074
	Iteration 36Q: 3 clusters Score -9948305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -9948327.000000 Penalty: 5629.726074
	Iteration 37Q: 3 clusters Score -9948327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 84477 members 
Entering Unmasked Estep 
Score: -9948329.000000 Penalty: 5629.726074
	Iteration 38Q: 3 clusters Score -9948329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -9948323.000000 Penalty: 5629.726074
	Iteration 39Q: 3 clusters Score -9948323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -9948342.000000 Penalty: 5629.726074
	Iteration 40F: 3 clusters Score -9948342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -9948344.000000 Penalty: 5629.726074
	Iteration 41Q: 3 clusters Score -9948344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -9948340.000000 Penalty: 5629.726074
	Iteration 42Q: 3 clusters Score -9948340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -9948344.000000 Penalty: 5629.726074
	Iteration 43Q: 3 clusters Score -9948344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -9948340.000000 Penalty: 5629.726074
	Iteration 44Q: 3 clusters Score -9948340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -9948335.000000 Penalty: 5629.726074
	Iteration 45Q: 3 clusters Score -9948335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -9948335.000000 Penalty: 5629.726074
	Iteration 46F: 3 clusters Score -9948335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Entering Unmasked Estep 
Score: -577039.812500 Penalty: 2115.663086
	Iteration 0F: 2 clusters Score -577039.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -572537.812500 Penalty: 4231.326172
	Iteration 0F: 3 clusters Score -572537.8 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -573650.125000 Penalty: 4231.326172
	Iteration 1F: 3 clusters Score -573650.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -573956.687500 Penalty: 4231.326172
	Iteration 2F: 3 clusters Score -573956.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -574244.312500 Penalty: 4231.326172
	Iteration 3F: 3 clusters Score -574244.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -574638.000000 Penalty: 4231.326172
	Iteration 4F: 3 clusters Score -574638 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -575114.375000 Penalty: 4231.326172
	Iteration 5F: 3 clusters Score -575114.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -575561.687500 Penalty: 4231.326172
	Iteration 6F: 3 clusters Score -575561.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -575890.000000 Penalty: 4231.326172
	Iteration 7F: 3 clusters Score -575890 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -576085.125000 Penalty: 4231.326172
	Iteration 8Q: 3 clusters Score -576085.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -576202.750000 Penalty: 4231.326172
	Iteration 9Q: 3 clusters Score -576202.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -576301.000000 Penalty: 4231.326172
	Iteration 10Q: 3 clusters Score -576301 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -576378.750000 Penalty: 4231.326172
	Iteration 11Q: 3 clusters Score -576378.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -576445.375000 Penalty: 4231.326172
	Iteration 12Q: 3 clusters Score -576445.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -576504.125000 Penalty: 4231.326172
	Iteration 13Q: 3 clusters Score -576504.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -576555.125000 Penalty: 4231.326172
	Iteration 14Q: 3 clusters Score -576555.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -576596.687500 Penalty: 4231.326172
	Iteration 15Q: 3 clusters Score -576596.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -576616.687500 Penalty: 4231.326172
	Iteration 16Q: 3 clusters Score -576616.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -576637.250000 Penalty: 4231.326172
	Iteration 17Q: 3 clusters Score -576637.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -576652.312500 Penalty: 4231.326172
	Iteration 18Q: 3 clusters Score -576652.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -576659.312500 Penalty: 4231.326172
	Iteration 19Q: 3 clusters Score -576659.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -576667.187500 Penalty: 4231.326172
	Iteration 20F: 3 clusters Score -576667.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -576674.437500 Penalty: 4231.326172
	Iteration 21Q: 3 clusters Score -576674.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -576680.250000 Penalty: 4231.326172
	Iteration 22Q: 3 clusters Score -576680.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -576686.937500 Penalty: 4231.326172
	Iteration 23Q: 3 clusters Score -576686.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -576693.125000 Penalty: 4231.326172
	Iteration 24Q: 3 clusters Score -576693.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -576695.125000 Penalty: 4231.326172
	Iteration 25Q: 3 clusters Score -576695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -576697.187500 Penalty: 4231.326172
	Iteration 26Q: 3 clusters Score -576697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -576698.562500 Penalty: 4231.326172
	Iteration 27Q: 3 clusters Score -576698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -576699.875000 Penalty: 4231.326172
	Iteration 28Q: 3 clusters Score -576699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -576701.250000 Penalty: 4231.326172
	Iteration 29Q: 3 clusters Score -576701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -576701.375000 Penalty: 4231.326172
	Iteration 30Q: 3 clusters Score -576701.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -576701.375000 Penalty: 4231.326172
	Iteration 31F: 3 clusters Score -576701.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (103120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103120 members 
Entering Unmasked Estep 
Score: -12153040.000000 Penalty: 2862.824951
	Iteration 0F: 2 clusters Score -1.215304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -12083949.000000 Penalty: 5725.649902
	Iteration 0F: 3 clusters Score -1.208395e+07 nChanged 49006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -12112103.000000 Penalty: 5725.649902
	Iteration 1F: 3 clusters Score -1.21121e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -12113111.000000 Penalty: 5725.649902
	Iteration 2Q: 3 clusters Score -1.211311e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -12114306.000000 Penalty: 5725.649902
	Iteration 3Q: 3 clusters Score -1.211431e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -12115897.000000 Penalty: 5725.649902
	Iteration 4Q: 3 clusters Score -1.21159e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -12117939.000000 Penalty: 5725.649902
	Iteration 5Q: 3 clusters Score -1.211794e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -12120430.000000 Penalty: 5725.649902
	Iteration 6F: 3 clusters Score -1.212043e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -12123696.000000 Penalty: 5725.649902
	Iteration 7F: 3 clusters Score -1.21237e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -12127271.000000 Penalty: 5725.649902
	Iteration 8F: 3 clusters Score -1.212727e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -12131347.000000 Penalty: 5725.649902
	Iteration 9F: 3 clusters Score -1.213135e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -12135887.000000 Penalty: 5725.649902
	Iteration 10F: 3 clusters Score -1.213589e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -12140451.000000 Penalty: 5725.649902
	Iteration 11F: 3 clusters Score -1.214045e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -12144057.000000 Penalty: 5725.649902
	Iteration 12Q: 3 clusters Score -1.214406e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -12146585.000000 Penalty: 5725.649902
	Iteration 13Q: 3 clusters Score -1.214658e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -12148000.000000 Penalty: 5725.649902
	Iteration 14Q: 3 clusters Score -1.2148e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -12148825.000000 Penalty: 5725.649902
	Iteration 15Q: 3 clusters Score -1.214882e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -12149270.000000 Penalty: 5725.649902
	Iteration 16Q: 3 clusters Score -1.214927e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -12149579.000000 Penalty: 5725.649902
	Iteration 17Q: 3 clusters Score -1.214958e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 100142 members 
Entering Unmasked Estep 
Score: -12149814.000000 Penalty: 5725.649902
	Iteration 18Q: 3 clusters Score -1.214981e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
Score: -12149930.000000 Penalty: 5725.649902
	Iteration 19Q: 3 clusters Score -1.214993e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -12150013.000000 Penalty: 5725.649902
	Iteration 20F: 3 clusters Score -1.215001e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 100913 members 
Entering Unmasked Estep 
Score: -12150116.000000 Penalty: 5725.649902
	Iteration 21Q: 3 clusters Score -1.215012e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -12150212.000000 Penalty: 5725.649902
	Iteration 22Q: 3 clusters Score -1.215021e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -12150288.000000 Penalty: 5725.649902
	Iteration 23Q: 3 clusters Score -1.215029e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -12150338.000000 Penalty: 5725.649902
	Iteration 24Q: 3 clusters Score -1.215034e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -12150387.000000 Penalty: 5725.649902
	Iteration 25Q: 3 clusters Score -1.215039e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -12150432.000000 Penalty: 5725.649902
	Iteration 26Q: 3 clusters Score -1.215043e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -12150462.000000 Penalty: 5725.649902
	Iteration 27Q: 3 clusters Score -1.215046e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 101685 members 
Entering Unmasked Estep 
Score: -12150480.000000 Penalty: 5725.649902
	Iteration 28Q: 3 clusters Score -1.215048e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 101736 members 
Entering Unmasked Estep 
Score: -12150502.000000 Penalty: 5725.649902
	Iteration 29Q: 3 clusters Score -1.21505e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 101781 members 
Entering Unmasked Estep 
Score: -12150513.000000 Penalty: 5725.649902
	Iteration 30Q: 3 clusters Score -1.215051e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -12150518.000000 Penalty: 5725.649902
	Iteration 31Q: 3 clusters Score -1.215052e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 101856 members 
Entering Unmasked Estep 
Score: -12150535.000000 Penalty: 5725.649902
	Iteration 32Q: 3 clusters Score -1.215054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 101888 members 
Entering Unmasked Estep 
Score: -12150545.000000 Penalty: 5725.649902
	Iteration 33Q: 3 clusters Score -1.215054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -12150562.000000 Penalty: 5725.649902
	Iteration 34Q: 3 clusters Score -1.215056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 101935 members 
Entering Unmasked Estep 
Score: -12150578.000000 Penalty: 5725.649902
	Iteration 35Q: 3 clusters Score -1.215058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -12150589.000000 Penalty: 5725.649902
	Iteration 36Q: 3 clusters Score -1.215059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 101975 members 
Entering Unmasked Estep 
Score: -12150617.000000 Penalty: 5725.649902
	Iteration 37Q: 3 clusters Score -1.215062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 101984 members 
Entering Unmasked Estep 
Score: -12150616.000000 Penalty: 5725.649902
	Iteration 38Q: 3 clusters Score -1.215062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 101996 members 
Entering Unmasked Estep 
Score: -12150628.000000 Penalty: 5725.649902
	Iteration 39Q: 3 clusters Score -1.215063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -12150623.000000 Penalty: 5725.649902
	Iteration 40F: 3 clusters Score -1.215062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 102024 members 
Entering Unmasked Estep 
Score: -12150635.000000 Penalty: 5725.649902
	Iteration 41Q: 3 clusters Score -1.215064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -12150644.000000 Penalty: 5725.649902
	Iteration 42Q: 3 clusters Score -1.215064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 102048 members 
Entering Unmasked Estep 
Score: -12150656.000000 Penalty: 5725.649902
	Iteration 43Q: 3 clusters Score -1.215066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -12150657.000000 Penalty: 5725.649902
	Iteration 44Q: 3 clusters Score -1.215066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 102058 members 
Entering Unmasked Estep 
Score: -12150657.000000 Penalty: 5725.649902
	Iteration 45Q: 3 clusters Score -1.215066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 102060 members 
Entering Unmasked Estep 
Score: -12150657.000000 Penalty: 5725.649902
	Iteration 46Q: 3 clusters Score -1.215066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -12150658.000000 Penalty: 5725.649902
	Iteration 47Q: 3 clusters Score -1.215066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -12150661.000000 Penalty: 5725.649902
	Iteration 48Q: 3 clusters Score -1.215066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 102068 members 
Entering Unmasked Estep 
Score: -12150658.000000 Penalty: 5725.649902
	Iteration 49Q: 3 clusters Score -1.215066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 102071 members 
Entering Unmasked Estep 
Score: -12150667.000000 Penalty: 5725.649902
	Iteration 50Q: 3 clusters Score -1.215067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 102074 members 
Entering Unmasked Estep 
Score: -12150670.000000 Penalty: 5725.649902
	Iteration 51Q: 3 clusters Score -1.215067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 102076 members 
Entering Unmasked Estep 
Score: -12150669.000000 Penalty: 5725.649902
	Iteration 52Q: 3 clusters Score -1.215067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -12150675.000000 Penalty: 5725.649902
	Iteration 53Q: 3 clusters Score -1.215068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -12150671.000000 Penalty: 5725.649902
	Iteration 54Q: 3 clusters Score -1.215067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -12150671.000000 Penalty: 5725.649902
	Iteration 55Q: 3 clusters Score -1.215067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 102085 members 
Entering Unmasked Estep 
Score: -12150670.000000 Penalty: 5725.649902
	Iteration 56Q: 3 clusters Score -1.215067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -12150680.000000 Penalty: 5725.649902
	Iteration 57Q: 3 clusters Score -1.215068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -12150682.000000 Penalty: 5725.649902
	Iteration 58Q: 3 clusters Score -1.215068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -12150682.000000 Penalty: 5725.649902
	Iteration 59F: 3 clusters Score -1.215068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Entering Unmasked Estep 
Score: -1013775.437500 Penalty: 2248.369873
	Iteration 0F: 2 clusters Score -1013775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1006951.437500 Penalty: 4496.739746
	Iteration 0F: 3 clusters Score -1006951 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1009016.250000 Penalty: 4496.739746
	Iteration 1F: 3 clusters Score -1009016 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1009528.437500 Penalty: 4496.739746
	Iteration 2F: 3 clusters Score -1009528 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1010037.937500 Penalty: 4496.739746
	Iteration 3F: 3 clusters Score -1010038 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1010504.625000 Penalty: 4496.739746
	Iteration 4F: 3 clusters Score -1010505 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1010869.125000 Penalty: 4496.739746
	Iteration 5F: 3 clusters Score -1010869 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1011145.375000 Penalty: 4496.739746
	Iteration 6Q: 3 clusters Score -1011145 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1011328.187500 Penalty: 4496.739746
	Iteration 7Q: 3 clusters Score -1011328 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1011450.875000 Penalty: 4496.739746
	Iteration 8Q: 3 clusters Score -1011451 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1011524.500000 Penalty: 4496.739746
	Iteration 9Q: 3 clusters Score -1011524 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1011589.312500 Penalty: 4496.739746
	Iteration 10Q: 3 clusters Score -1011589 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1011625.500000 Penalty: 4496.739746
	Iteration 11Q: 3 clusters Score -1011626 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1011658.312500 Penalty: 4496.739746
	Iteration 12Q: 3 clusters Score -1011658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1011677.125000 Penalty: 4496.739746
	Iteration 13Q: 3 clusters Score -1011677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1011697.875000 Penalty: 4496.739746
	Iteration 14Q: 3 clusters Score -1011698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1011714.375000 Penalty: 4496.739746
	Iteration 15Q: 3 clusters Score -1011714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1011731.062500 Penalty: 4496.739746
	Iteration 16Q: 3 clusters Score -1011731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1011738.312500 Penalty: 4496.739746
	Iteration 17Q: 3 clusters Score -1011738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1011752.062500 Penalty: 4496.739746
	Iteration 18Q: 3 clusters Score -1011752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1011760.187500 Penalty: 4496.739746
	Iteration 19Q: 3 clusters Score -1011760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1011766.312500 Penalty: 4496.739746
	Iteration 20F: 3 clusters Score -1011766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1011770.750000 Penalty: 4496.739746
	Iteration 21Q: 3 clusters Score -1011771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1011775.875000 Penalty: 4496.739746
	Iteration 22Q: 3 clusters Score -1011776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1011777.687500 Penalty: 4496.739746
	Iteration 23Q: 3 clusters Score -1011778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1011781.937500 Penalty: 4496.739746
	Iteration 24Q: 3 clusters Score -1011782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1011787.625000 Penalty: 4496.739746
	Iteration 25Q: 3 clusters Score -1011788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1011793.000000 Penalty: 4496.739746
	Iteration 26Q: 3 clusters Score -1011793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1011799.125000 Penalty: 4496.739746
	Iteration 27Q: 3 clusters Score -1011799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1011802.687500 Penalty: 4496.739746
	Iteration 28Q: 3 clusters Score -1011803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1011807.187500 Penalty: 4496.739746
	Iteration 29Q: 3 clusters Score -1011807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1011815.750000 Penalty: 4496.739746
	Iteration 30Q: 3 clusters Score -1011816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1011819.937500 Penalty: 4496.739746
	Iteration 31Q: 3 clusters Score -1011820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1011824.125000 Penalty: 4496.739746
	Iteration 32Q: 3 clusters Score -1011824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1011826.625000 Penalty: 4496.739746
	Iteration 33Q: 3 clusters Score -1011827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1011834.250000 Penalty: 4496.739746
	Iteration 34Q: 3 clusters Score -1011834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1011842.937500 Penalty: 4496.739746
	Iteration 35Q: 3 clusters Score -1011843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1011848.250000 Penalty: 4496.739746
	Iteration 36Q: 3 clusters Score -1011848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1011858.125000 Penalty: 4496.739746
	Iteration 37Q: 3 clusters Score -1011858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1011865.937500 Penalty: 4496.739746
	Iteration 38Q: 3 clusters Score -1011866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1011871.687500 Penalty: 4496.739746
	Iteration 39Q: 3 clusters Score -1011872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1011879.875000 Penalty: 4496.739746
	Iteration 40F: 3 clusters Score -1011880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1011882.312500 Penalty: 4496.739746
	Iteration 41Q: 3 clusters Score -1011882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1011890.812500 Penalty: 4496.739746
	Iteration 42Q: 3 clusters Score -1011891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1011895.750000 Penalty: 4496.739746
	Iteration 43Q: 3 clusters Score -1011896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1011903.562500 Penalty: 4496.739746
	Iteration 44Q: 3 clusters Score -1011904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1011910.875000 Penalty: 4496.739746
	Iteration 45Q: 3 clusters Score -1011911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1011920.875000 Penalty: 4496.739746
	Iteration 46Q: 3 clusters Score -1011921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1011933.875000 Penalty: 4496.739746
	Iteration 47Q: 3 clusters Score -1011934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1011942.812500 Penalty: 4496.739746
	Iteration 48Q: 3 clusters Score -1011943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1011954.437500 Penalty: 4496.739746
	Iteration 49Q: 3 clusters Score -1011954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1011960.375000 Penalty: 4496.739746
	Iteration 50Q: 3 clusters Score -1011960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1011966.750000 Penalty: 4496.739746
	Iteration 51Q: 3 clusters Score -1011967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1011973.750000 Penalty: 4496.739746
	Iteration 52Q: 3 clusters Score -1011974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1011978.437500 Penalty: 4496.739746
	Iteration 53Q: 3 clusters Score -1011978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1011982.937500 Penalty: 4496.739746
	Iteration 54Q: 3 clusters Score -1011983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1011985.000000 Penalty: 4496.739746
	Iteration 55Q: 3 clusters Score -1011985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1011987.250000 Penalty: 4496.739746
	Iteration 56Q: 3 clusters Score -1011987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1011991.875000 Penalty: 4496.739746
	Iteration 57Q: 3 clusters Score -1011992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1011994.687500 Penalty: 4496.739746
	Iteration 58Q: 3 clusters Score -1011995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1011994.375000 Penalty: 4496.739746
	Iteration 59Q: 3 clusters Score -1011994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1011994.250000 Penalty: 4496.739746
	Iteration 60F: 3 clusters Score -1011994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1011996.187500 Penalty: 4496.739746
	Iteration 61Q: 3 clusters Score -1011996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1012001.187500 Penalty: 4496.739746
	Iteration 62Q: 3 clusters Score -1012001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1012005.062500 Penalty: 4496.739746
	Iteration 63Q: 3 clusters Score -1012005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1012007.687500 Penalty: 4496.739746
	Iteration 64Q: 3 clusters Score -1012008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1012010.187500 Penalty: 4496.739746
	Iteration 65Q: 3 clusters Score -1012010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1012009.562500 Penalty: 4496.739746
	Iteration 66Q: 3 clusters Score -1012010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1012012.750000 Penalty: 4496.739746
	Iteration 67Q: 3 clusters Score -1012013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1012013.312500 Penalty: 4496.739746
	Iteration 68Q: 3 clusters Score -1012013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1012013.625000 Penalty: 4496.739746
	Iteration 69Q: 3 clusters Score -1012014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1012016.875000 Penalty: 4496.739746
	Iteration 70Q: 3 clusters Score -1012017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1012017.750000 Penalty: 4496.739746
	Iteration 71Q: 3 clusters Score -1012018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1012018.000000 Penalty: 4496.739746
	Iteration 72Q: 3 clusters Score -1012018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1012020.562500 Penalty: 4496.739746
	Iteration 73Q: 3 clusters Score -1012021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1012020.375000 Penalty: 4496.739746
	Iteration 74Q: 3 clusters Score -1012020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1012022.625000 Penalty: 4496.739746
	Iteration 75Q: 3 clusters Score -1012023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1012020.812500 Penalty: 4496.739746
	Iteration 76Q: 3 clusters Score -1012021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1012022.687500 Penalty: 4496.739746
	Iteration 77Q: 3 clusters Score -1012023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1012022.312500 Penalty: 4496.739746
	Iteration 78Q: 3 clusters Score -1012022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1012022.312500 Penalty: 4496.739746
	Iteration 79F: 3 clusters Score -1012022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -275767.656250 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -275767.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -272943.156250 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -272943.2 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -273535.281250 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -273535.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -273662.281250 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -273662.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -273724.000000 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -273724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -273768.187500 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -273768.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -273795.687500 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -273795.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -273823.625000 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -273823.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -273847.843750 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -273847.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -273864.187500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -273864.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -273885.781250 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -273885.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -273906.812500 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -273906.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -273922.000000 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -273922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -273934.062500 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -273934.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -273942.781250 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -273942.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -273948.375000 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -273948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -273953.375000 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -273953.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -273958.093750 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -273958.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -273964.281250 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -273964.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -273972.187500 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -273972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -273974.968750 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -273975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -273978.718750 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -273978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -273981.875000 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -273981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -273983.812500 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -273983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -273986.656250 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -273986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -273988.187500 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -273988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -273991.781250 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -273991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -273992.812500 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -273992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -273993.562500 Penalty: 3852.562988
	Iteration 27Q: 3 clusters Score -273993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -273993.843750 Penalty: 3852.562988
	Iteration 28Q: 3 clusters Score -273993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -273994.468750 Penalty: 3852.562988
	Iteration 29Q: 3 clusters Score -273994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -273995.312500 Penalty: 3852.562988
	Iteration 30Q: 3 clusters Score -273995.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -273995.312500 Penalty: 3852.562988
	Iteration 31F: 3 clusters Score -273995.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Entering Unmasked Estep 
Score: -1158088.125000 Penalty: 2288.978271
	Iteration 0F: 2 clusters Score -1158088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1150361.125000 Penalty: 4577.956543
	Iteration 0F: 3 clusters Score -1150361 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1152775.375000 Penalty: 4577.956543
	Iteration 1F: 3 clusters Score -1152775 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1153207.875000 Penalty: 4577.956543
	Iteration 2F: 3 clusters Score -1153208 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1153558.750000 Penalty: 4577.956543
	Iteration 3F: 3 clusters Score -1153559 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1153899.875000 Penalty: 4577.956543
	Iteration 4F: 3 clusters Score -1153900 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1154222.125000 Penalty: 4577.956543
	Iteration 5F: 3 clusters Score -1154222 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1154503.375000 Penalty: 4577.956543
	Iteration 6Q: 3 clusters Score -1154503 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1154828.375000 Penalty: 4577.956543
	Iteration 7Q: 3 clusters Score -1154828 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1155252.875000 Penalty: 4577.956543
	Iteration 8Q: 3 clusters Score -1155253 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1155815.375000 Penalty: 4577.956543
	Iteration 9F: 3 clusters Score -1155815 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1156497.000000 Penalty: 4577.956543
	Iteration 10F: 3 clusters Score -1156497 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1157097.875000 Penalty: 4577.956543
	Iteration 11F: 3 clusters Score -1157098 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1157421.250000 Penalty: 4577.956543
	Iteration 12Q: 3 clusters Score -1157421 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1157550.750000 Penalty: 4577.956543
	Iteration 13Q: 3 clusters Score -1157551 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1157621.250000 Penalty: 4577.956543
	Iteration 14Q: 3 clusters Score -1157621 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1157674.625000 Penalty: 4577.956543
	Iteration 15Q: 3 clusters Score -1157675 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1157723.500000 Penalty: 4577.956543
	Iteration 16Q: 3 clusters Score -1157724 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1157781.250000 Penalty: 4577.956543
	Iteration 17Q: 3 clusters Score -1157781 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1157864.500000 Penalty: 4577.956543
	Iteration 18Q: 3 clusters Score -1157864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1157948.375000 Penalty: 4577.956543
	Iteration 19Q: 3 clusters Score -1157948 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1158050.875000 Penalty: 4577.956543
	Iteration 20F: 3 clusters Score -1158051 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1158148.125000 Penalty: 4577.956543
	Iteration 21Q: 3 clusters Score -1158148 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1158263.625000 Penalty: 4577.956543
	Iteration 22Q: 3 clusters Score -1158264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1158369.375000 Penalty: 4577.956543
	Iteration 23Q: 3 clusters Score -1158369 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1158434.750000 Penalty: 4577.956543
	Iteration 24Q: 3 clusters Score -1158435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1158490.750000 Penalty: 4577.956543
	Iteration 25Q: 3 clusters Score -1158491 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1158521.000000 Penalty: 4577.956543
	Iteration 26Q: 3 clusters Score -1158521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1158548.250000 Penalty: 4577.956543
	Iteration 27Q: 3 clusters Score -1158548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1158555.500000 Penalty: 4577.956543
	Iteration 28Q: 3 clusters Score -1158556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1158558.375000 Penalty: 4577.956543
	Iteration 29Q: 3 clusters Score -1158558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1158559.875000 Penalty: 4577.956543
	Iteration 30Q: 3 clusters Score -1158560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1158564.250000 Penalty: 4577.956543
	Iteration 31Q: 3 clusters Score -1158564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1158565.625000 Penalty: 4577.956543
	Iteration 32Q: 3 clusters Score -1158566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1158566.125000 Penalty: 4577.956543
	Iteration 33Q: 3 clusters Score -1158566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1158567.000000 Penalty: 4577.956543
	Iteration 34Q: 3 clusters Score -1158567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1158566.250000 Penalty: 4577.956543
	Iteration 35Q: 3 clusters Score -1158566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1158566.250000 Penalty: 4577.956543
	Iteration 36F: 3 clusters Score -1158566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 14579 members 
Mstep: Class 35 contains 811 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4224 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Mstep: Class 66 contains 637 members 
Mstep: Class 67 contains 1685 members 
Mstep: Class 68 contains 6638 members 
Entering Unmasked Estep 
Score: -133752384.000000 Penalty: 235750.062500
Splitting cluster 33 changes total score from -133752688.000000 to -133752384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (14579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Entering Unmasked Estep 
Score: -1674811.000000 Penalty: 2377.659668
	Iteration 0F: 2 clusters Score -1674811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1664247.375000 Penalty: 4755.319336
	Iteration 0F: 3 clusters Score -1664247 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1667885.500000 Penalty: 4755.319336
	Iteration 1F: 3 clusters Score -1667886 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1668662.750000 Penalty: 4755.319336
	Iteration 2F: 3 clusters Score -1668663 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1669481.375000 Penalty: 4755.319336
	Iteration 3F: 3 clusters Score -1669481 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1670234.875000 Penalty: 4755.319336
	Iteration 4F: 3 clusters Score -1670235 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1670866.750000 Penalty: 4755.319336
	Iteration 5F: 3 clusters Score -1670867 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1671385.875000 Penalty: 4755.319336
	Iteration 6F: 3 clusters Score -1671386 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1671701.000000 Penalty: 4755.319336
	Iteration 7Q: 3 clusters Score -1671701 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1671902.250000 Penalty: 4755.319336
	Iteration 8Q: 3 clusters Score -1671902 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1672038.250000 Penalty: 4755.319336
	Iteration 9Q: 3 clusters Score -1672038 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1672149.000000 Penalty: 4755.319336
	Iteration 10Q: 3 clusters Score -1672149 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1672232.250000 Penalty: 4755.319336
	Iteration 11Q: 3 clusters Score -1672232 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1672308.000000 Penalty: 4755.319336
	Iteration 12Q: 3 clusters Score -1672308 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1672362.000000 Penalty: 4755.319336
	Iteration 13Q: 3 clusters Score -1672362 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1672397.250000 Penalty: 4755.319336
	Iteration 14Q: 3 clusters Score -1672397 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1672429.375000 Penalty: 4755.319336
	Iteration 15Q: 3 clusters Score -1672429 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1672451.750000 Penalty: 4755.319336
	Iteration 16Q: 3 clusters Score -1672452 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1672472.250000 Penalty: 4755.319336
	Iteration 17Q: 3 clusters Score -1672472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1672484.000000 Penalty: 4755.319336
	Iteration 18Q: 3 clusters Score -1672484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1672495.875000 Penalty: 4755.319336
	Iteration 19Q: 3 clusters Score -1672496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1672513.500000 Penalty: 4755.319336
	Iteration 20F: 3 clusters Score -1672514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1672535.500000 Penalty: 4755.319336
	Iteration 21Q: 3 clusters Score -1672536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1672541.750000 Penalty: 4755.319336
	Iteration 22Q: 3 clusters Score -1672542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1672545.625000 Penalty: 4755.319336
	Iteration 23Q: 3 clusters Score -1672546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1672566.750000 Penalty: 4755.319336
	Iteration 24Q: 3 clusters Score -1672567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1672577.375000 Penalty: 4755.319336
	Iteration 25Q: 3 clusters Score -1672577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1672586.375000 Penalty: 4755.319336
	Iteration 26Q: 3 clusters Score -1672586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1672595.125000 Penalty: 4755.319336
	Iteration 27Q: 3 clusters Score -1672595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1672608.875000 Penalty: 4755.319336
	Iteration 28Q: 3 clusters Score -1672609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1672619.375000 Penalty: 4755.319336
	Iteration 29Q: 3 clusters Score -1672619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1672626.125000 Penalty: 4755.319336
	Iteration 30Q: 3 clusters Score -1672626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1672632.125000 Penalty: 4755.319336
	Iteration 31Q: 3 clusters Score -1672632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1672637.250000 Penalty: 4755.319336
	Iteration 32Q: 3 clusters Score -1672637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1672651.250000 Penalty: 4755.319336
	Iteration 33Q: 3 clusters Score -1672651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1672659.250000 Penalty: 4755.319336
	Iteration 34Q: 3 clusters Score -1672659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1672667.000000 Penalty: 4755.319336
	Iteration 35Q: 3 clusters Score -1672667 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1672678.875000 Penalty: 4755.319336
	Iteration 36Q: 3 clusters Score -1672679 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1672688.250000 Penalty: 4755.319336
	Iteration 37Q: 3 clusters Score -1672688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1672701.625000 Penalty: 4755.319336
	Iteration 38Q: 3 clusters Score -1672702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1672717.750000 Penalty: 4755.319336
	Iteration 39Q: 3 clusters Score -1672718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1672734.500000 Penalty: 4755.319336
	Iteration 40F: 3 clusters Score -1672734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1672746.750000 Penalty: 4755.319336
	Iteration 41Q: 3 clusters Score -1672747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1672767.500000 Penalty: 4755.319336
	Iteration 42Q: 3 clusters Score -1672768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1672789.375000 Penalty: 4755.319336
	Iteration 43Q: 3 clusters Score -1672789 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1672841.750000 Penalty: 4755.319336
	Iteration 44Q: 3 clusters Score -1672842 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1672904.750000 Penalty: 4755.319336
	Iteration 45Q: 3 clusters Score -1672905 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1672993.375000 Penalty: 4755.319336
	Iteration 46Q: 3 clusters Score -1672993 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1673117.375000 Penalty: 4755.319336
	Iteration 47Q: 3 clusters Score -1673117 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1673329.125000 Penalty: 4755.319336
	Iteration 48Q: 3 clusters Score -1673329 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1673651.000000 Penalty: 4755.319336
	Iteration 49Q: 3 clusters Score -1673651 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1674121.250000 Penalty: 4755.319336
	Iteration 50Q: 3 clusters Score -1674121 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1674595.000000 Penalty: 4755.319336
	Iteration 51Q: 3 clusters Score -1674595 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1674999.750000 Penalty: 4755.319336
	Iteration 52Q: 3 clusters Score -1675000 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1675437.750000 Penalty: 4755.319336
	Iteration 53Q: 3 clusters Score -1675438 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1675793.250000 Penalty: 4755.319336
	Iteration 54Q: 3 clusters Score -1675793 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1676038.500000 Penalty: 4755.319336
	Iteration 55Q: 3 clusters Score -1676038 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1676174.750000 Penalty: 4755.319336
	Iteration 56Q: 3 clusters Score -1676175 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1676252.250000 Penalty: 4755.319336
	Iteration 57Q: 3 clusters Score -1676252 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1676311.625000 Penalty: 4755.319336
	Iteration 58Q: 3 clusters Score -1676312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1676351.250000 Penalty: 4755.319336
	Iteration 59Q: 3 clusters Score -1676351 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1676386.500000 Penalty: 4755.319336
	Iteration 60F: 3 clusters Score -1676386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1676401.750000 Penalty: 4755.319336
	Iteration 61Q: 3 clusters Score -1676402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1676410.250000 Penalty: 4755.319336
	Iteration 62Q: 3 clusters Score -1676410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1676422.375000 Penalty: 4755.319336
	Iteration 63Q: 3 clusters Score -1676422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1676426.125000 Penalty: 4755.319336
	Iteration 64Q: 3 clusters Score -1676426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1676433.125000 Penalty: 4755.319336
	Iteration 65Q: 3 clusters Score -1676433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1676439.375000 Penalty: 4755.319336
	Iteration 66Q: 3 clusters Score -1676439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1676441.875000 Penalty: 4755.319336
	Iteration 67Q: 3 clusters Score -1676442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1676445.125000 Penalty: 4755.319336
	Iteration 68Q: 3 clusters Score -1676445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1676442.875000 Penalty: 4755.319336
	Iteration 69Q: 3 clusters Score -1676443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1676444.500000 Penalty: 4755.319336
	Iteration 70Q: 3 clusters Score -1676444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1676445.500000 Penalty: 4755.319336
	Iteration 71Q: 3 clusters Score -1676446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1676448.000000 Penalty: 4755.319336
	Iteration 72Q: 3 clusters Score -1676448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1676448.125000 Penalty: 4755.319336
	Iteration 73Q: 3 clusters Score -1676448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1676446.375000 Penalty: 4755.319336
	Iteration 74Q: 3 clusters Score -1676446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1676449.125000 Penalty: 4755.319336
	Iteration 75Q: 3 clusters Score -1676449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1676446.500000 Penalty: 4755.319336
	Iteration 76Q: 3 clusters Score -1676446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1676447.125000 Penalty: 4755.319336
	Iteration 77Q: 3 clusters Score -1676447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1676451.500000 Penalty: 4755.319336
	Iteration 78Q: 3 clusters Score -1676452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1676450.375000 Penalty: 4755.319336
	Iteration 79Q: 3 clusters Score -1676450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1676450.500000 Penalty: 4755.319336
	Iteration 80F: 3 clusters Score -1676450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1676449.375000 Penalty: 4755.319336
	Iteration 81Q: 3 clusters Score -1676449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1676449.375000 Penalty: 4755.319336
	Iteration 82F: 3 clusters Score -1676449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 9146 members 
Mstep: Class 35 contains 811 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4224 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Mstep: Class 66 contains 637 members 
Mstep: Class 67 contains 1685 members 
Mstep: Class 68 contains 5433 members 
Entering Unmasked Estep 
Score: -133753976.000000 Penalty: 235750.062500
Splitting cluster 34 changes total score from -133752688.000000 to -133753976.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 35 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -107506.234375 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -107506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105792.562500 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -105792.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -106490.125000 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -106490.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -107515.968750 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -107516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -108239.531250 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -108239.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -108454.320312 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -108454.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -108549.921875 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -108549.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -108575.898438 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -108575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -108584.804688 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -108584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -108593.804688 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -108593.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -108595.710938 Penalty: 3322.340820
	Iteration 9F: 3 clusters Score -108595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -108600.593750 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -108600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -108600.593750 Penalty: 3322.340820
	Iteration 11F: 3 clusters Score -108600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 9146 members 
Mstep: Class 35 contains 624 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4224 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Mstep: Class 66 contains 637 members 
Mstep: Class 67 contains 1685 members 
Mstep: Class 68 contains 5433 members 
Mstep: Class 69 contains 187 members 
Entering Unmasked Estep 
Score: -133753072.000000 Penalty: 239216.968750
Splitting cluster 35 changes total score from -133752688.000000 to -133753072.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 36 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -497272.125000 Penalty: 2027.675293
	Iteration 0F: 2 clusters Score -497272.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -493828.156250 Penalty: 4055.350586
	Iteration 0F: 3 clusters Score -493828.2 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -495662.812500 Penalty: 4055.350586
	Iteration 1F: 3 clusters Score -495662.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -496318.781250 Penalty: 4055.350586
	Iteration 2F: 3 clusters Score -496318.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -496710.562500 Penalty: 4055.350586
	Iteration 3F: 3 clusters Score -496710.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -496958.156250 Penalty: 4055.350586
	Iteration 4F: 3 clusters Score -496958.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -497161.062500 Penalty: 4055.350586
	Iteration 5Q: 3 clusters Score -497161.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -497415.156250 Penalty: 4055.350586
	Iteration 6Q: 3 clusters Score -497415.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -497713.156250 Penalty: 4055.350586
	Iteration 7Q: 3 clusters Score -497713.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -497904.937500 Penalty: 4055.350586
	Iteration 8Q: 3 clusters Score -497904.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -497982.437500 Penalty: 4055.350586
	Iteration 9Q: 3 clusters Score -497982.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -498022.156250 Penalty: 4055.350586
	Iteration 10Q: 3 clusters Score -498022.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -498043.343750 Penalty: 4055.350586
	Iteration 11Q: 3 clusters Score -498043.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -498060.843750 Penalty: 4055.350586
	Iteration 12Q: 3 clusters Score -498060.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -498068.625000 Penalty: 4055.350586
	Iteration 13Q: 3 clusters Score -498068.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -498077.187500 Penalty: 4055.350586
	Iteration 14Q: 3 clusters Score -498077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -498083.343750 Penalty: 4055.350586
	Iteration 15Q: 3 clusters Score -498083.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -498086.937500 Penalty: 4055.350586
	Iteration 16Q: 3 clusters Score -498086.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -498090.187500 Penalty: 4055.350586
	Iteration 17Q: 3 clusters Score -498090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -498094.906250 Penalty: 4055.350586
	Iteration 18Q: 3 clusters Score -498094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -498101.375000 Penalty: 4055.350586
	Iteration 19Q: 3 clusters Score -498101.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -498109.906250 Penalty: 4055.350586
	Iteration 20F: 3 clusters Score -498109.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -498114.062500 Penalty: 4055.350586
	Iteration 21Q: 3 clusters Score -498114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -498117.187500 Penalty: 4055.350586
	Iteration 22Q: 3 clusters Score -498117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -498119.187500 Penalty: 4055.350586
	Iteration 23Q: 3 clusters Score -498119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -498126.531250 Penalty: 4055.350586
	Iteration 24Q: 3 clusters Score -498126.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -498133.031250 Penalty: 4055.350586
	Iteration 25Q: 3 clusters Score -498133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -498135.718750 Penalty: 4055.350586
	Iteration 26Q: 3 clusters Score -498135.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -498138.687500 Penalty: 4055.350586
	Iteration 27Q: 3 clusters Score -498138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -498140.718750 Penalty: 4055.350586
	Iteration 28Q: 3 clusters Score -498140.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -498142.656250 Penalty: 4055.350586
	Iteration 29Q: 3 clusters Score -498142.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -498143.375000 Penalty: 4055.350586
	Iteration 30Q: 3 clusters Score -498143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -498145.406250 Penalty: 4055.350586
	Iteration 31Q: 3 clusters Score -498145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -498145.562500 Penalty: 4055.350586
	Iteration 32Q: 3 clusters Score -498145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -498145.593750 Penalty: 4055.350586
	Iteration 33Q: 3 clusters Score -498145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -498145.593750 Penalty: 4055.350586
	Iteration 34F: 3 clusters Score -498145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 9146 members 
Mstep: Class 35 contains 624 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4224 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Mstep: Class 66 contains 637 members 
Mstep: Class 67 contains 1685 members 
Mstep: Class 68 contains 5433 members 
Mstep: Class 69 contains 187 members 
Mstep: Class 70 contains 1786 members 
Entering Unmasked Estep 
Score: -133752744.000000 Penalty: 242683.890625
Splitting cluster 36 changes total score from -133752688.000000 to -133752744.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 37 (14618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Entering Unmasked Estep 
Score: -1709869.625000 Penalty: 2378.322266
	Iteration 0F: 2 clusters Score -1709870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1699224.500000 Penalty: 4756.644531
	Iteration 0F: 3 clusters Score -1699224 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1702580.375000 Penalty: 4756.644531
	Iteration 1F: 3 clusters Score -1702580 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1702981.875000 Penalty: 4756.644531
	Iteration 2F: 3 clusters Score -1702982 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1703285.375000 Penalty: 4756.644531
	Iteration 3F: 3 clusters Score -1703285 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1703558.250000 Penalty: 4756.644531
	Iteration 4Q: 3 clusters Score -1703558 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1703825.500000 Penalty: 4756.644531
	Iteration 5Q: 3 clusters Score -1703826 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1704122.875000 Penalty: 4756.644531
	Iteration 6Q: 3 clusters Score -1704123 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1704506.000000 Penalty: 4756.644531
	Iteration 7Q: 3 clusters Score -1704506 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1705041.875000 Penalty: 4756.644531
	Iteration 8Q: 3 clusters Score -1705042 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1705824.500000 Penalty: 4756.644531
	Iteration 9F: 3 clusters Score -1705824 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1706821.000000 Penalty: 4756.644531
	Iteration 10F: 3 clusters Score -1706821 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1707711.375000 Penalty: 4756.644531
	Iteration 11F: 3 clusters Score -1707711 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1708212.375000 Penalty: 4756.644531
	Iteration 12Q: 3 clusters Score -1708212 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1708484.000000 Penalty: 4756.644531
	Iteration 13Q: 3 clusters Score -1708484 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1708635.000000 Penalty: 4756.644531
	Iteration 14Q: 3 clusters Score -1708635 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1708724.750000 Penalty: 4756.644531
	Iteration 15Q: 3 clusters Score -1708725 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1708791.750000 Penalty: 4756.644531
	Iteration 16Q: 3 clusters Score -1708792 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1708832.500000 Penalty: 4756.644531
	Iteration 17Q: 3 clusters Score -1708832 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1708892.000000 Penalty: 4756.644531
	Iteration 18Q: 3 clusters Score -1708892 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1708933.750000 Penalty: 4756.644531
	Iteration 19Q: 3 clusters Score -1708934 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1708998.625000 Penalty: 4756.644531
	Iteration 20F: 3 clusters Score -1708999 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1709059.375000 Penalty: 4756.644531
	Iteration 21Q: 3 clusters Score -1709059 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1709123.750000 Penalty: 4756.644531
	Iteration 22Q: 3 clusters Score -1709124 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1709216.000000 Penalty: 4756.644531
	Iteration 23Q: 3 clusters Score -1709216 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1709304.125000 Penalty: 4756.644531
	Iteration 24Q: 3 clusters Score -1709304 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1709348.750000 Penalty: 4756.644531
	Iteration 25Q: 3 clusters Score -1709349 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1709382.500000 Penalty: 4756.644531
	Iteration 26Q: 3 clusters Score -1709382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1709413.000000 Penalty: 4756.644531
	Iteration 27Q: 3 clusters Score -1709413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1709432.000000 Penalty: 4756.644531
	Iteration 28Q: 3 clusters Score -1709432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1709448.500000 Penalty: 4756.644531
	Iteration 29Q: 3 clusters Score -1709448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1709457.750000 Penalty: 4756.644531
	Iteration 30Q: 3 clusters Score -1709458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1709459.250000 Penalty: 4756.644531
	Iteration 31Q: 3 clusters Score -1709459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1709456.875000 Penalty: 4756.644531
	Iteration 32Q: 3 clusters Score -1709457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1709465.500000 Penalty: 4756.644531
	Iteration 33Q: 3 clusters Score -1709466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1709469.750000 Penalty: 4756.644531
	Iteration 34Q: 3 clusters Score -1709470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1709468.125000 Penalty: 4756.644531
	Iteration 35Q: 3 clusters Score -1709468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1709472.375000 Penalty: 4756.644531
	Iteration 36Q: 3 clusters Score -1709472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1709478.250000 Penalty: 4756.644531
	Iteration 37Q: 3 clusters Score -1709478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1709483.500000 Penalty: 4756.644531
	Iteration 38Q: 3 clusters Score -1709484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1709485.000000 Penalty: 4756.644531
	Iteration 39Q: 3 clusters Score -1709485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1709485.000000 Penalty: 4756.644531
	Iteration 40F: 3 clusters Score -1709485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1709486.875000 Penalty: 4756.644531
	Iteration 41Q: 3 clusters Score -1709487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1709489.250000 Penalty: 4756.644531
	Iteration 42Q: 3 clusters Score -1709489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1709493.250000 Penalty: 4756.644531
	Iteration 43Q: 3 clusters Score -1709493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1709496.750000 Penalty: 4756.644531
	Iteration 44Q: 3 clusters Score -1709497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1709502.125000 Penalty: 4756.644531
	Iteration 45Q: 3 clusters Score -1709502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1709501.375000 Penalty: 4756.644531
	Iteration 46Q: 3 clusters Score -1709501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1709498.625000 Penalty: 4756.644531
	Iteration 47Q: 3 clusters Score -1709499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1709498.750000 Penalty: 4756.644531
	Iteration 48Q: 3 clusters Score -1709499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1709501.125000 Penalty: 4756.644531
	Iteration 49Q: 3 clusters Score -1709501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1709496.250000 Penalty: 4756.644531
	Iteration 50Q: 3 clusters Score -1709496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1709502.000000 Penalty: 4756.644531
	Iteration 51Q: 3 clusters Score -1709502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1709503.250000 Penalty: 4756.644531
	Iteration 52Q: 3 clusters Score -1709503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1709504.125000 Penalty: 4756.644531
	Iteration 53Q: 3 clusters Score -1709504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1709504.250000 Penalty: 4756.644531
	Iteration 54Q: 3 clusters Score -1709504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1709502.875000 Penalty: 4756.644531
	Iteration 55Q: 3 clusters Score -1709503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1709505.750000 Penalty: 4756.644531
	Iteration 56Q: 3 clusters Score -1709506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1709505.750000 Penalty: 4756.644531
	Iteration 57Q: 3 clusters Score -1709506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1709501.625000 Penalty: 4756.644531
	Iteration 58Q: 3 clusters Score -1709502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1709505.125000 Penalty: 4756.644531
	Iteration 59Q: 3 clusters Score -1709505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1709512.875000 Penalty: 4756.644531
	Iteration 60F: 3 clusters Score -1709513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1709515.125000 Penalty: 4756.644531
	Iteration 61Q: 3 clusters Score -1709515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1709521.000000 Penalty: 4756.644531
	Iteration 62Q: 3 clusters Score -1709521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1709522.000000 Penalty: 4756.644531
	Iteration 63Q: 3 clusters Score -1709522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1709525.625000 Penalty: 4756.644531
	Iteration 64Q: 3 clusters Score -1709526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1709525.250000 Penalty: 4756.644531
	Iteration 65Q: 3 clusters Score -1709525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1709527.500000 Penalty: 4756.644531
	Iteration 66Q: 3 clusters Score -1709528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1709533.000000 Penalty: 4756.644531
	Iteration 67Q: 3 clusters Score -1709533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1709530.625000 Penalty: 4756.644531
	Iteration 68Q: 3 clusters Score -1709531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1709530.125000 Penalty: 4756.644531
	Iteration 69Q: 3 clusters Score -1709530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1709535.250000 Penalty: 4756.644531
	Iteration 70Q: 3 clusters Score -1709535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1709539.125000 Penalty: 4756.644531
	Iteration 71Q: 3 clusters Score -1709539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1709539.375000 Penalty: 4756.644531
	Iteration 72Q: 3 clusters Score -1709539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1709536.500000 Penalty: 4756.644531
	Iteration 73Q: 3 clusters Score -1709536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1709534.750000 Penalty: 4756.644531
	Iteration 74Q: 3 clusters Score -1709535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1709537.250000 Penalty: 4756.644531
	Iteration 75Q: 3 clusters Score -1709537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1709540.125000 Penalty: 4756.644531
	Iteration 76Q: 3 clusters Score -1709540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1709540.250000 Penalty: 4756.644531
	Iteration 77Q: 3 clusters Score -1709540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1709544.625000 Penalty: 4756.644531
	Iteration 78Q: 3 clusters Score -1709545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1709546.625000 Penalty: 4756.644531
	Iteration 79Q: 3 clusters Score -1709547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1709549.500000 Penalty: 4756.644531
	Iteration 80F: 3 clusters Score -1709550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1709545.875000 Penalty: 4756.644531
	Iteration 81Q: 3 clusters Score -1709546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1709550.125000 Penalty: 4756.644531
	Iteration 82Q: 3 clusters Score -1709550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1709551.375000 Penalty: 4756.644531
	Iteration 83Q: 3 clusters Score -1709551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1709551.625000 Penalty: 4756.644531
	Iteration 84Q: 3 clusters Score -1709552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1709553.250000 Penalty: 4756.644531
	Iteration 85Q: 3 clusters Score -1709553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1709553.500000 Penalty: 4756.644531
	Iteration 86Q: 3 clusters Score -1709554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1709550.375000 Penalty: 4756.644531
	Iteration 87Q: 3 clusters Score -1709550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1709550.500000 Penalty: 4756.644531
	Iteration 88Q: 3 clusters Score -1709550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1709550.500000 Penalty: 4756.644531
	Iteration 89F: 3 clusters Score -1709550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Entering Unmasked Estep 
Score: -356735.406250 Penalty: 1996.337158
	Iteration 0F: 2 clusters Score -356735.4 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 1576 members 
Entering Unmasked Estep 
Score: -353401.875000 Penalty: 3992.674316
	Iteration 0F: 3 clusters Score -353401.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -354176.718750 Penalty: 3992.674316
	Iteration 1F: 3 clusters Score -354176.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -354458.062500 Penalty: 3992.674316
	Iteration 2F: 3 clusters Score -354458.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -354714.531250 Penalty: 3992.674316
	Iteration 3F: 3 clusters Score -354714.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -354942.812500 Penalty: 3992.674316
	Iteration 4Q: 3 clusters Score -354942.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -355107.687500 Penalty: 3992.674316
	Iteration 5F: 3 clusters Score -355107.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -355204.343750 Penalty: 3992.674316
	Iteration 6Q: 3 clusters Score -355204.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -355266.125000 Penalty: 3992.674316
	Iteration 7Q: 3 clusters Score -355266.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -355316.312500 Penalty: 3992.674316
	Iteration 8Q: 3 clusters Score -355316.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -355354.187500 Penalty: 3992.674316
	Iteration 9Q: 3 clusters Score -355354.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -355389.500000 Penalty: 3992.674316
	Iteration 10Q: 3 clusters Score -355389.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -355414.625000 Penalty: 3992.674316
	Iteration 11Q: 3 clusters Score -355414.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -355434.625000 Penalty: 3992.674316
	Iteration 12Q: 3 clusters Score -355434.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -355468.218750 Penalty: 3992.674316
	Iteration 13Q: 3 clusters Score -355468.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -355493.031250 Penalty: 3992.674316
	Iteration 14Q: 3 clusters Score -355493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -355514.062500 Penalty: 3992.674316
	Iteration 15Q: 3 clusters Score -355514.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -355540.406250 Penalty: 3992.674316
	Iteration 16Q: 3 clusters Score -355540.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -355564.187500 Penalty: 3992.674316
	Iteration 17Q: 3 clusters Score -355564.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -355580.031250 Penalty: 3992.674316
	Iteration 18Q: 3 clusters Score -355580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -355589.812500 Penalty: 3992.674316
	Iteration 19Q: 3 clusters Score -355589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -355598.625000 Penalty: 3992.674316
	Iteration 20F: 3 clusters Score -355598.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -355607.718750 Penalty: 3992.674316
	Iteration 21Q: 3 clusters Score -355607.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -355615.375000 Penalty: 3992.674316
	Iteration 22Q: 3 clusters Score -355615.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -355626.187500 Penalty: 3992.674316
	Iteration 23Q: 3 clusters Score -355626.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -355636.968750 Penalty: 3992.674316
	Iteration 24Q: 3 clusters Score -355637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -355645.156250 Penalty: 3992.674316
	Iteration 25Q: 3 clusters Score -355645.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -355653.281250 Penalty: 3992.674316
	Iteration 26Q: 3 clusters Score -355653.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -355661.250000 Penalty: 3992.674316
	Iteration 27Q: 3 clusters Score -355661.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -355670.093750 Penalty: 3992.674316
	Iteration 28Q: 3 clusters Score -355670.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -355681.031250 Penalty: 3992.674316
	Iteration 29Q: 3 clusters Score -355681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -355692.031250 Penalty: 3992.674316
	Iteration 30Q: 3 clusters Score -355692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -355699.718750 Penalty: 3992.674316
	Iteration 31Q: 3 clusters Score -355699.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -355708.562500 Penalty: 3992.674316
	Iteration 32Q: 3 clusters Score -355708.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -355718.281250 Penalty: 3992.674316
	Iteration 33Q: 3 clusters Score -355718.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -355725.937500 Penalty: 3992.674316
	Iteration 34Q: 3 clusters Score -355725.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -355731.250000 Penalty: 3992.674316
	Iteration 35Q: 3 clusters Score -355731.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -355735.531250 Penalty: 3992.674316
	Iteration 36Q: 3 clusters Score -355735.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -355739.062500 Penalty: 3992.674316
	Iteration 37Q: 3 clusters Score -355739.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -355751.593750 Penalty: 3992.674316
	Iteration 38Q: 3 clusters Score -355751.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -355759.968750 Penalty: 3992.674316
	Iteration 39Q: 3 clusters Score -355760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -355766.437500 Penalty: 3992.674316
	Iteration 40F: 3 clusters Score -355766.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -355773.593750 Penalty: 3992.674316
	Iteration 41Q: 3 clusters Score -355773.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -355778.000000 Penalty: 3992.674316
	Iteration 42Q: 3 clusters Score -355778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -355782.843750 Penalty: 3992.674316
	Iteration 43Q: 3 clusters Score -355782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -355785.156250 Penalty: 3992.674316
	Iteration 44Q: 3 clusters Score -355785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -355791.656250 Penalty: 3992.674316
	Iteration 45Q: 3 clusters Score -355791.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -355794.531250 Penalty: 3992.674316
	Iteration 46Q: 3 clusters Score -355794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -355795.250000 Penalty: 3992.674316
	Iteration 47Q: 3 clusters Score -355795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -355796.125000 Penalty: 3992.674316
	Iteration 48Q: 3 clusters Score -355796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -355796.968750 Penalty: 3992.674316
	Iteration 49Q: 3 clusters Score -355797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -355799.156250 Penalty: 3992.674316
	Iteration 50Q: 3 clusters Score -355799.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -355802.468750 Penalty: 3992.674316
	Iteration 51Q: 3 clusters Score -355802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -355810.156250 Penalty: 3992.674316
	Iteration 52Q: 3 clusters Score -355810.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -355818.093750 Penalty: 3992.674316
	Iteration 53Q: 3 clusters Score -355818.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -355821.625000 Penalty: 3992.674316
	Iteration 54Q: 3 clusters Score -355821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -355823.500000 Penalty: 3992.674316
	Iteration 55Q: 3 clusters Score -355823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -355824.906250 Penalty: 3992.674316
	Iteration 56Q: 3 clusters Score -355824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -355828.687500 Penalty: 3992.674316
	Iteration 57Q: 3 clusters Score -355828.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -355831.218750 Penalty: 3992.674316
	Iteration 58Q: 3 clusters Score -355831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -355831.468750 Penalty: 3992.674316
	Iteration 59Q: 3 clusters Score -355831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -355831.875000 Penalty: 3992.674316
	Iteration 60F: 3 clusters Score -355831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -29913.847656 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -29913.85 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 168 members 
Entering Unmasked Estep 
Score: -28931.437500 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -28931.44 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29164.064453 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -29164.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29202.500000 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -29202.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29225.472656 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -29225.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29267.472656 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -29267.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29275.173828 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -29275.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29283.906250 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -29283.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29291.039062 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -29291.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29339.019531 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -29339.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29364.242188 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -29364.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29383.779297 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -29383.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29394.017578 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -29394.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29397.755859 Penalty: 2861.087158
	Iteration 12Q: 3 clusters Score -29397.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29403.660156 Penalty: 2861.087158
	Iteration 13Q: 3 clusters Score -29403.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29414.853516 Penalty: 2861.087158
	Iteration 14Q: 3 clusters Score -29414.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29414.853516 Penalty: 2861.087158
	Iteration 15F: 3 clusters Score -29414.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -189120.968750 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -189121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -186750.437500 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -186750.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -187143.937500 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -187143.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -187258.296875 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -187258.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -187317.375000 Penalty: 3665.836182
	Iteration 3Q: 3 clusters Score -187317.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -187363.968750 Penalty: 3665.836182
	Iteration 4Q: 3 clusters Score -187364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -187394.953125 Penalty: 3665.836182
	Iteration 5Q: 3 clusters Score -187395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -187410.156250 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -187410.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -187421.343750 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -187421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -187427.500000 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -187427.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -187434.875000 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -187434.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -187445.015625 Penalty: 3665.836182
	Iteration 10Q: 3 clusters Score -187445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -187456.468750 Penalty: 3665.836182
	Iteration 11Q: 3 clusters Score -187456.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -187472.765625 Penalty: 3665.836182
	Iteration 12Q: 3 clusters Score -187472.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -187481.625000 Penalty: 3665.836182
	Iteration 13Q: 3 clusters Score -187481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -187485.296875 Penalty: 3665.836182
	Iteration 14Q: 3 clusters Score -187485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -187488.250000 Penalty: 3665.836182
	Iteration 15Q: 3 clusters Score -187488.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187490.515625 Penalty: 3665.836182
	Iteration 16Q: 3 clusters Score -187490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -187491.359375 Penalty: 3665.836182
	Iteration 17Q: 3 clusters Score -187491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -187492.296875 Penalty: 3665.836182
	Iteration 18Q: 3 clusters Score -187492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -187492.296875 Penalty: 3665.836182
	Iteration 19F: 3 clusters Score -187492.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -632188.875000 Penalty: 2164.368408
	Iteration 0F: 2 clusters Score -632188.9 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 3096 members 
Entering Unmasked Estep 
Score: -626951.000000 Penalty: 4328.736816
	Iteration 0F: 3 clusters Score -626951 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -628488.125000 Penalty: 4328.736816
	Iteration 1F: 3 clusters Score -628488.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -628912.000000 Penalty: 4328.736816
	Iteration 2F: 3 clusters Score -628912 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -629301.000000 Penalty: 4328.736816
	Iteration 3F: 3 clusters Score -629301 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -629626.187500 Penalty: 4328.736816
	Iteration 4F: 3 clusters Score -629626.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -629874.125000 Penalty: 4328.736816
	Iteration 5F: 3 clusters Score -629874.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -630059.812500 Penalty: 4328.736816
	Iteration 6Q: 3 clusters Score -630059.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -630223.187500 Penalty: 4328.736816
	Iteration 7Q: 3 clusters Score -630223.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -630376.812500 Penalty: 4328.736816
	Iteration 8Q: 3 clusters Score -630376.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -630520.312500 Penalty: 4328.736816
	Iteration 9Q: 3 clusters Score -630520.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -630677.000000 Penalty: 4328.736816
	Iteration 10Q: 3 clusters Score -630677 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -630804.375000 Penalty: 4328.736816
	Iteration 11Q: 3 clusters Score -630804.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -630897.875000 Penalty: 4328.736816
	Iteration 12Q: 3 clusters Score -630897.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -630990.125000 Penalty: 4328.736816
	Iteration 13Q: 3 clusters Score -630990.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -631086.375000 Penalty: 4328.736816
	Iteration 14Q: 3 clusters Score -631086.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -631174.125000 Penalty: 4328.736816
	Iteration 15Q: 3 clusters Score -631174.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -631264.062500 Penalty: 4328.736816
	Iteration 16Q: 3 clusters Score -631264.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -631330.625000 Penalty: 4328.736816
	Iteration 17Q: 3 clusters Score -631330.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -631394.750000 Penalty: 4328.736816
	Iteration 18Q: 3 clusters Score -631394.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -631461.562500 Penalty: 4328.736816
	Iteration 19Q: 3 clusters Score -631461.6 nChanged 83
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: -631541.937500 Penalty: 4328.736816
	Iteration 20F: 3 clusters Score -631541.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -631613.625000 Penalty: 4328.736816
	Iteration 21Q: 3 clusters Score -631613.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -631658.750000 Penalty: 4328.736816
	Iteration 22Q: 3 clusters Score -631658.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -631683.625000 Penalty: 4328.736816
	Iteration 23Q: 3 clusters Score -631683.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -631696.375000 Penalty: 4328.736816
	Iteration 24Q: 3 clusters Score -631696.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -631701.875000 Penalty: 4328.736816
	Iteration 25Q: 3 clusters Score -631701.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -631706.437500 Penalty: 4328.736816
	Iteration 26Q: 3 clusters Score -631706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -631706.312500 Penalty: 4328.736816
	Iteration 27Q: 3 clusters Score -631706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -631709.937500 Penalty: 4328.736816
	Iteration 28Q: 3 clusters Score -631709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -631711.000000 Penalty: 4328.736816
	Iteration 29Q: 3 clusters Score -631711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -631710.187500 Penalty: 4328.736816
	Iteration 30Q: 3 clusters Score -631710.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -631710.187500 Penalty: 4328.736816
	Iteration 31F: 3 clusters Score -631710.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Entering Unmasked Estep 
Score: -666489.000000 Penalty: 2147.656982
	Iteration 0F: 2 clusters Score -666489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -661521.750000 Penalty: 4295.313965
	Iteration 0F: 3 clusters Score -661521.8 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -662895.187500 Penalty: 4295.313965
	Iteration 1F: 3 clusters Score -662895.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -663185.125000 Penalty: 4295.313965
	Iteration 2F: 3 clusters Score -663185.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -663404.187500 Penalty: 4295.313965
	Iteration 3F: 3 clusters Score -663404.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -663574.500000 Penalty: 4295.313965
	Iteration 4Q: 3 clusters Score -663574.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -663749.062500 Penalty: 4295.313965
	Iteration 5Q: 3 clusters Score -663749.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -663898.437500 Penalty: 4295.313965
	Iteration 6Q: 3 clusters Score -663898.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -664059.750000 Penalty: 4295.313965
	Iteration 7Q: 3 clusters Score -664059.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -664208.875000 Penalty: 4295.313965
	Iteration 8Q: 3 clusters Score -664208.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -664384.437500 Penalty: 4295.313965
	Iteration 9Q: 3 clusters Score -664384.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -664535.312500 Penalty: 4295.313965
	Iteration 10Q: 3 clusters Score -664535.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -664676.562500 Penalty: 4295.313965
	Iteration 11Q: 3 clusters Score -664676.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -664789.062500 Penalty: 4295.313965
	Iteration 12Q: 3 clusters Score -664789.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -664897.312500 Penalty: 4295.313965
	Iteration 13Q: 3 clusters Score -664897.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -665029.750000 Penalty: 4295.313965
	Iteration 14Q: 3 clusters Score -665029.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -665169.625000 Penalty: 4295.313965
	Iteration 15Q: 3 clusters Score -665169.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -665307.625000 Penalty: 4295.313965
	Iteration 16Q: 3 clusters Score -665307.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -665401.812500 Penalty: 4295.313965
	Iteration 17Q: 3 clusters Score -665401.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -665470.125000 Penalty: 4295.313965
	Iteration 18Q: 3 clusters Score -665470.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -665526.562500 Penalty: 4295.313965
	Iteration 19Q: 3 clusters Score -665526.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -665554.875000 Penalty: 4295.313965
	Iteration 20F: 3 clusters Score -665554.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -665574.000000 Penalty: 4295.313965
	Iteration 21Q: 3 clusters Score -665574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -665588.062500 Penalty: 4295.313965
	Iteration 22Q: 3 clusters Score -665588.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -665599.750000 Penalty: 4295.313965
	Iteration 23Q: 3 clusters Score -665599.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -665610.312500 Penalty: 4295.313965
	Iteration 24Q: 3 clusters Score -665610.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -665616.750000 Penalty: 4295.313965
	Iteration 25Q: 3 clusters Score -665616.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -665622.000000 Penalty: 4295.313965
	Iteration 26Q: 3 clusters Score -665622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -665624.375000 Penalty: 4295.313965
	Iteration 27Q: 3 clusters Score -665624.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -665626.562500 Penalty: 4295.313965
	Iteration 28Q: 3 clusters Score -665626.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -665628.750000 Penalty: 4295.313965
	Iteration 29Q: 3 clusters Score -665628.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -665632.562500 Penalty: 4295.313965
	Iteration 30Q: 3 clusters Score -665632.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -665634.125000 Penalty: 4295.313965
	Iteration 31Q: 3 clusters Score -665634.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -665636.000000 Penalty: 4295.313965
	Iteration 32Q: 3 clusters Score -665636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -665637.937500 Penalty: 4295.313965
	Iteration 33Q: 3 clusters Score -665637.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -665638.687500 Penalty: 4295.313965
	Iteration 34Q: 3 clusters Score -665638.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -665642.625000 Penalty: 4295.313965
	Iteration 35Q: 3 clusters Score -665642.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -665645.125000 Penalty: 4295.313965
	Iteration 36Q: 3 clusters Score -665645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -665646.562500 Penalty: 4295.313965
	Iteration 37Q: 3 clusters Score -665646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -665647.625000 Penalty: 4295.313965
	Iteration 38Q: 3 clusters Score -665647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -665648.375000 Penalty: 4295.313965
	Iteration 39Q: 3 clusters Score -665648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -665649.375000 Penalty: 4295.313965
	Iteration 40F: 3 clusters Score -665649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -665650.875000 Penalty: 4295.313965
	Iteration 41Q: 3 clusters Score -665650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -665650.937500 Penalty: 4295.313965
	Iteration 42Q: 3 clusters Score -665650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -665651.125000 Penalty: 4295.313965
	Iteration 43Q: 3 clusters Score -665651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -665650.750000 Penalty: 4295.313965
	Iteration 44Q: 3 clusters Score -665650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -665651.750000 Penalty: 4295.313965
	Iteration 45Q: 3 clusters Score -665651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -665651.750000 Penalty: 4295.313965
	Iteration 46F: 3 clusters Score -665651.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Entering Unmasked Estep 
Score: -2896891.000000 Penalty: 2509.172363
	Iteration 0F: 2 clusters Score -2896891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2879703.000000 Penalty: 5018.344727
	Iteration 0F: 3 clusters Score -2879703 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2885719.000000 Penalty: 5018.344727
	Iteration 1F: 3 clusters Score -2885719 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2886087.750000 Penalty: 5018.344727
	Iteration 2Q: 3 clusters Score -2886088 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2886382.000000 Penalty: 5018.344727
	Iteration 3Q: 3 clusters Score -2886382 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2886642.250000 Penalty: 5018.344727
	Iteration 4Q: 3 clusters Score -2886642 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2886889.250000 Penalty: 5018.344727
	Iteration 5Q: 3 clusters Score -2886889 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2887109.250000 Penalty: 5018.344727
	Iteration 6Q: 3 clusters Score -2887109 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2887365.500000 Penalty: 5018.344727
	Iteration 7Q: 3 clusters Score -2887366 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2887646.750000 Penalty: 5018.344727
	Iteration 8Q: 3 clusters Score -2887647 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2887922.250000 Penalty: 5018.344727
	Iteration 9Q: 3 clusters Score -2887922 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2888231.250000 Penalty: 5018.344727
	Iteration 10Q: 3 clusters Score -2888231 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2888598.250000 Penalty: 5018.344727
	Iteration 11Q: 3 clusters Score -2888598 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2888961.000000 Penalty: 5018.344727
	Iteration 12Q: 3 clusters Score -2888961 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2889362.500000 Penalty: 5018.344727
	Iteration 13Q: 3 clusters Score -2889362 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2889738.750000 Penalty: 5018.344727
	Iteration 14Q: 3 clusters Score -2889739 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2890060.500000 Penalty: 5018.344727
	Iteration 15Q: 3 clusters Score -2890060 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2890407.500000 Penalty: 5018.344727
	Iteration 16Q: 3 clusters Score -2890408 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2890821.500000 Penalty: 5018.344727
	Iteration 17Q: 3 clusters Score -2890822 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2891205.750000 Penalty: 5018.344727
	Iteration 18Q: 3 clusters Score -2891206 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2891561.750000 Penalty: 5018.344727
	Iteration 19Q: 3 clusters Score -2891562 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2891931.750000 Penalty: 5018.344727
	Iteration 20F: 3 clusters Score -2891932 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2892265.750000 Penalty: 5018.344727
	Iteration 21Q: 3 clusters Score -2892266 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2892593.750000 Penalty: 5018.344727
	Iteration 22Q: 3 clusters Score -2892594 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2892902.000000 Penalty: 5018.344727
	Iteration 23Q: 3 clusters Score -2892902 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2893236.500000 Penalty: 5018.344727
	Iteration 24Q: 3 clusters Score -2893236 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2893541.750000 Penalty: 5018.344727
	Iteration 25Q: 3 clusters Score -2893542 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2893801.250000 Penalty: 5018.344727
	Iteration 26Q: 3 clusters Score -2893801 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2894012.750000 Penalty: 5018.344727
	Iteration 27Q: 3 clusters Score -2894013 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2894191.250000 Penalty: 5018.344727
	Iteration 28Q: 3 clusters Score -2894191 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2894333.250000 Penalty: 5018.344727
	Iteration 29Q: 3 clusters Score -2894333 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2894438.000000 Penalty: 5018.344727
	Iteration 30Q: 3 clusters Score -2894438 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2894517.500000 Penalty: 5018.344727
	Iteration 31Q: 3 clusters Score -2894518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2894588.250000 Penalty: 5018.344727
	Iteration 32Q: 3 clusters Score -2894588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2894648.250000 Penalty: 5018.344727
	Iteration 33Q: 3 clusters Score -2894648 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2894700.250000 Penalty: 5018.344727
	Iteration 34Q: 3 clusters Score -2894700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2894734.750000 Penalty: 5018.344727
	Iteration 35Q: 3 clusters Score -2894735 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2894765.750000 Penalty: 5018.344727
	Iteration 36Q: 3 clusters Score -2894766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2894799.000000 Penalty: 5018.344727
	Iteration 37Q: 3 clusters Score -2894799 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2894821.250000 Penalty: 5018.344727
	Iteration 38Q: 3 clusters Score -2894821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2894830.750000 Penalty: 5018.344727
	Iteration 39Q: 3 clusters Score -2894831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2894842.750000 Penalty: 5018.344727
	Iteration 40F: 3 clusters Score -2894843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2894859.250000 Penalty: 5018.344727
	Iteration 41Q: 3 clusters Score -2894859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2894857.750000 Penalty: 5018.344727
	Iteration 42Q: 3 clusters Score -2894858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2894872.500000 Penalty: 5018.344727
	Iteration 43Q: 3 clusters Score -2894872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2894882.000000 Penalty: 5018.344727
	Iteration 44Q: 3 clusters Score -2894882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2894892.750000 Penalty: 5018.344727
	Iteration 45Q: 3 clusters Score -2894893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2894897.750000 Penalty: 5018.344727
	Iteration 46Q: 3 clusters Score -2894898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2894899.000000 Penalty: 5018.344727
	Iteration 47Q: 3 clusters Score -2894899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2894898.000000 Penalty: 5018.344727
	Iteration 48Q: 3 clusters Score -2894898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2894900.250000 Penalty: 5018.344727
	Iteration 49Q: 3 clusters Score -2894900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2894902.250000 Penalty: 5018.344727
	Iteration 50Q: 3 clusters Score -2894902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2894904.000000 Penalty: 5018.344727
	Iteration 51Q: 3 clusters Score -2894904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2894904.000000 Penalty: 5018.344727
	Iteration 52F: 3 clusters Score -2894904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -120941.859375 Penalty: 1701.963867
	Iteration 0F: 2 clusters Score -120941.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119183.867188 Penalty: 3403.927734
	Iteration 0F: 3 clusters Score -119183.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119914.695312 Penalty: 3403.927734
	Iteration 1F: 3 clusters Score -119914.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -120579.625000 Penalty: 3403.927734
	Iteration 2F: 3 clusters Score -120579.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -121234.195312 Penalty: 3403.927734
	Iteration 3F: 3 clusters Score -121234.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121418.757812 Penalty: 3403.927734
	Iteration 4F: 3 clusters Score -121418.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121555.539062 Penalty: 3403.927734
	Iteration 5Q: 3 clusters Score -121555.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -121737.046875 Penalty: 3403.927734
	Iteration 6Q: 3 clusters Score -121737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -121799.484375 Penalty: 3403.927734
	Iteration 7Q: 3 clusters Score -121799.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -121812.953125 Penalty: 3403.927734
	Iteration 8Q: 3 clusters Score -121813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -121845.382812 Penalty: 3403.927734
	Iteration 9Q: 3 clusters Score -121845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -121861.398438 Penalty: 3403.927734
	Iteration 10Q: 3 clusters Score -121861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121873.476562 Penalty: 3403.927734
	Iteration 11Q: 3 clusters Score -121873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121882.453125 Penalty: 3403.927734
	Iteration 12Q: 3 clusters Score -121882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -121888.585938 Penalty: 3403.927734
	Iteration 13Q: 3 clusters Score -121888.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121890.070312 Penalty: 3403.927734
	Iteration 14Q: 3 clusters Score -121890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -121895.257812 Penalty: 3403.927734
	Iteration 15Q: 3 clusters Score -121895.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -121897.648438 Penalty: 3403.927734
	Iteration 16Q: 3 clusters Score -121897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -121897.648438 Penalty: 3403.927734
	Iteration 17F: 3 clusters Score -121897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 9146 members 
Mstep: Class 35 contains 624 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 505 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 2920 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4224 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Mstep: Class 66 contains 637 members 
Mstep: Class 67 contains 1685 members 
Mstep: Class 68 contains 5433 members 
Mstep: Class 69 contains 187 members 
Mstep: Class 70 contains 1786 members 
Mstep: Class 71 contains 451 members 
Entering Unmasked Estep 
Score: -133751504.000000 Penalty: 246150.796875
Splitting cluster 44 changes total score from -133752688.000000 to -133751504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Entering Unmasked Estep 
Score: -609023.250000 Penalty: 2129.321289
	Iteration 0F: 2 clusters Score -609023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -604242.062500 Penalty: 4258.642578
	Iteration 0F: 3 clusters Score -604242.1 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -605391.750000 Penalty: 4258.642578
	Iteration 1F: 3 clusters Score -605391.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -605660.500000 Penalty: 4258.642578
	Iteration 2F: 3 clusters Score -605660.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -605893.187500 Penalty: 4258.642578
	Iteration 3F: 3 clusters Score -605893.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -606104.812500 Penalty: 4258.642578
	Iteration 4F: 3 clusters Score -606104.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -606322.375000 Penalty: 4258.642578
	Iteration 5Q: 3 clusters Score -606322.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -606525.187500 Penalty: 4258.642578
	Iteration 6Q: 3 clusters Score -606525.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -606690.937500 Penalty: 4258.642578
	Iteration 7Q: 3 clusters Score -606690.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -606838.500000 Penalty: 4258.642578
	Iteration 8Q: 3 clusters Score -606838.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -606955.500000 Penalty: 4258.642578
	Iteration 9Q: 3 clusters Score -606955.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -607046.812500 Penalty: 4258.642578
	Iteration 10Q: 3 clusters Score -607046.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -607116.312500 Penalty: 4258.642578
	Iteration 11Q: 3 clusters Score -607116.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -607175.875000 Penalty: 4258.642578
	Iteration 12Q: 3 clusters Score -607175.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -607216.000000 Penalty: 4258.642578
	Iteration 13Q: 3 clusters Score -607216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -607245.562500 Penalty: 4258.642578
	Iteration 14Q: 3 clusters Score -607245.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -607269.812500 Penalty: 4258.642578
	Iteration 15Q: 3 clusters Score -607269.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -607291.687500 Penalty: 4258.642578
	Iteration 16Q: 3 clusters Score -607291.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -607303.937500 Penalty: 4258.642578
	Iteration 17Q: 3 clusters Score -607303.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -607316.625000 Penalty: 4258.642578
	Iteration 18Q: 3 clusters Score -607316.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -607325.062500 Penalty: 4258.642578
	Iteration 19Q: 3 clusters Score -607325.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -607333.937500 Penalty: 4258.642578
	Iteration 20F: 3 clusters Score -607333.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -607345.875000 Penalty: 4258.642578
	Iteration 21Q: 3 clusters Score -607345.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -607353.937500 Penalty: 4258.642578
	Iteration 22Q: 3 clusters Score -607353.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -607361.500000 Penalty: 4258.642578
	Iteration 23Q: 3 clusters Score -607361.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -607374.125000 Penalty: 4258.642578
	Iteration 24Q: 3 clusters Score -607374.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -607384.562500 Penalty: 4258.642578
	Iteration 25Q: 3 clusters Score -607384.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -607390.187500 Penalty: 4258.642578
	Iteration 26Q: 3 clusters Score -607390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -607396.000000 Penalty: 4258.642578
	Iteration 27Q: 3 clusters Score -607396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -607400.875000 Penalty: 4258.642578
	Iteration 28Q: 3 clusters Score -607400.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -607403.687500 Penalty: 4258.642578
	Iteration 29Q: 3 clusters Score -607403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -607406.187500 Penalty: 4258.642578
	Iteration 30Q: 3 clusters Score -607406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -607408.312500 Penalty: 4258.642578
	Iteration 31Q: 3 clusters Score -607408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -607410.375000 Penalty: 4258.642578
	Iteration 32Q: 3 clusters Score -607410.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -607412.375000 Penalty: 4258.642578
	Iteration 33Q: 3 clusters Score -607412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -607413.500000 Penalty: 4258.642578
	Iteration 34Q: 3 clusters Score -607413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -607413.125000 Penalty: 4258.642578
	Iteration 35Q: 3 clusters Score -607413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -607412.687500 Penalty: 4258.642578
	Iteration 36Q: 3 clusters Score -607412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -607413.812500 Penalty: 4258.642578
	Iteration 37Q: 3 clusters Score -607413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -607414.375000 Penalty: 4258.642578
	Iteration 38Q: 3 clusters Score -607414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -607415.437500 Penalty: 4258.642578
	Iteration 39Q: 3 clusters Score -607415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -607415.625000 Penalty: 4258.642578
	Iteration 40F: 3 clusters Score -607415.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -541608.812500 Penalty: 2096.231934
	Iteration 0F: 2 clusters Score -541608.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -537299.562500 Penalty: 4192.463867
	Iteration 0F: 3 clusters Score -537299.6 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -538315.875000 Penalty: 4192.463867
	Iteration 1F: 3 clusters Score -538315.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -538521.187500 Penalty: 4192.463867
	Iteration 2F: 3 clusters Score -538521.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -538618.375000 Penalty: 4192.463867
	Iteration 3Q: 3 clusters Score -538618.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -538690.375000 Penalty: 4192.463867
	Iteration 4Q: 3 clusters Score -538690.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -538749.437500 Penalty: 4192.463867
	Iteration 5Q: 3 clusters Score -538749.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -538796.812500 Penalty: 4192.463867
	Iteration 6Q: 3 clusters Score -538796.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -538829.437500 Penalty: 4192.463867
	Iteration 7Q: 3 clusters Score -538829.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -538861.937500 Penalty: 4192.463867
	Iteration 8Q: 3 clusters Score -538861.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -538888.125000 Penalty: 4192.463867
	Iteration 9Q: 3 clusters Score -538888.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -538911.812500 Penalty: 4192.463867
	Iteration 10Q: 3 clusters Score -538911.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -538937.125000 Penalty: 4192.463867
	Iteration 11Q: 3 clusters Score -538937.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -538956.562500 Penalty: 4192.463867
	Iteration 12Q: 3 clusters Score -538956.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -538975.875000 Penalty: 4192.463867
	Iteration 13Q: 3 clusters Score -538975.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -538994.750000 Penalty: 4192.463867
	Iteration 14Q: 3 clusters Score -538994.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -539012.500000 Penalty: 4192.463867
	Iteration 15Q: 3 clusters Score -539012.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -539036.312500 Penalty: 4192.463867
	Iteration 16Q: 3 clusters Score -539036.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -539062.062500 Penalty: 4192.463867
	Iteration 17Q: 3 clusters Score -539062.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -539084.625000 Penalty: 4192.463867
	Iteration 18Q: 3 clusters Score -539084.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -539108.062500 Penalty: 4192.463867
	Iteration 19Q: 3 clusters Score -539108.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -539130.687500 Penalty: 4192.463867
	Iteration 20F: 3 clusters Score -539130.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -539156.187500 Penalty: 4192.463867
	Iteration 21Q: 3 clusters Score -539156.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -539180.812500 Penalty: 4192.463867
	Iteration 22Q: 3 clusters Score -539180.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -539202.937500 Penalty: 4192.463867
	Iteration 23Q: 3 clusters Score -539202.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -539220.812500 Penalty: 4192.463867
	Iteration 24Q: 3 clusters Score -539220.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -539236.750000 Penalty: 4192.463867
	Iteration 25Q: 3 clusters Score -539236.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -539252.062500 Penalty: 4192.463867
	Iteration 26Q: 3 clusters Score -539252.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -539267.875000 Penalty: 4192.463867
	Iteration 27Q: 3 clusters Score -539267.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -539285.312500 Penalty: 4192.463867
	Iteration 28Q: 3 clusters Score -539285.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -539303.437500 Penalty: 4192.463867
	Iteration 29Q: 3 clusters Score -539303.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -539323.875000 Penalty: 4192.463867
	Iteration 30Q: 3 clusters Score -539323.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -539345.812500 Penalty: 4192.463867
	Iteration 31Q: 3 clusters Score -539345.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -539367.062500 Penalty: 4192.463867
	Iteration 32Q: 3 clusters Score -539367.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -539380.625000 Penalty: 4192.463867
	Iteration 33Q: 3 clusters Score -539380.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -539389.125000 Penalty: 4192.463867
	Iteration 34Q: 3 clusters Score -539389.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -539401.812500 Penalty: 4192.463867
	Iteration 35Q: 3 clusters Score -539401.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -539419.437500 Penalty: 4192.463867
	Iteration 36Q: 3 clusters Score -539419.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -539431.187500 Penalty: 4192.463867
	Iteration 37Q: 3 clusters Score -539431.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -539439.437500 Penalty: 4192.463867
	Iteration 38Q: 3 clusters Score -539439.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -539451.000000 Penalty: 4192.463867
	Iteration 39Q: 3 clusters Score -539451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -539466.187500 Penalty: 4192.463867
	Iteration 40F: 3 clusters Score -539466.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -539478.937500 Penalty: 4192.463867
	Iteration 41Q: 3 clusters Score -539478.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -539492.000000 Penalty: 4192.463867
	Iteration 42Q: 3 clusters Score -539492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -539506.562500 Penalty: 4192.463867
	Iteration 43Q: 3 clusters Score -539506.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -539522.937500 Penalty: 4192.463867
	Iteration 44Q: 3 clusters Score -539522.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -539546.562500 Penalty: 4192.463867
	Iteration 45Q: 3 clusters Score -539546.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -539571.562500 Penalty: 4192.463867
	Iteration 46Q: 3 clusters Score -539571.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -539603.375000 Penalty: 4192.463867
	Iteration 47Q: 3 clusters Score -539603.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -539636.312500 Penalty: 4192.463867
	Iteration 48Q: 3 clusters Score -539636.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -539683.000000 Penalty: 4192.463867
	Iteration 49Q: 3 clusters Score -539683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -539734.625000 Penalty: 4192.463867
	Iteration 50Q: 3 clusters Score -539734.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -539777.250000 Penalty: 4192.463867
	Iteration 51Q: 3 clusters Score -539777.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -539815.250000 Penalty: 4192.463867
	Iteration 52Q: 3 clusters Score -539815.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -539844.562500 Penalty: 4192.463867
	Iteration 53Q: 3 clusters Score -539844.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -539865.375000 Penalty: 4192.463867
	Iteration 54Q: 3 clusters Score -539865.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -539886.062500 Penalty: 4192.463867
	Iteration 55Q: 3 clusters Score -539886.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -539895.812500 Penalty: 4192.463867
	Iteration 56Q: 3 clusters Score -539895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -539902.937500 Penalty: 4192.463867
	Iteration 57Q: 3 clusters Score -539902.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -539913.875000 Penalty: 4192.463867
	Iteration 58Q: 3 clusters Score -539913.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -539923.375000 Penalty: 4192.463867
	Iteration 59Q: 3 clusters Score -539923.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -539926.750000 Penalty: 4192.463867
	Iteration 60F: 3 clusters Score -539926.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -539932.062500 Penalty: 4192.463867
	Iteration 61Q: 3 clusters Score -539932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -539936.625000 Penalty: 4192.463867
	Iteration 62Q: 3 clusters Score -539936.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -539940.812500 Penalty: 4192.463867
	Iteration 63Q: 3 clusters Score -539940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -539942.125000 Penalty: 4192.463867
	Iteration 64Q: 3 clusters Score -539942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -539944.062500 Penalty: 4192.463867
	Iteration 65Q: 3 clusters Score -539944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -539945.562500 Penalty: 4192.463867
	Iteration 66Q: 3 clusters Score -539945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -539947.812500 Penalty: 4192.463867
	Iteration 67Q: 3 clusters Score -539947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -539950.187500 Penalty: 4192.463867
	Iteration 68Q: 3 clusters Score -539950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -539951.000000 Penalty: 4192.463867
	Iteration 69Q: 3 clusters Score -539951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -539952.187500 Penalty: 4192.463867
	Iteration 70Q: 3 clusters Score -539952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -539955.062500 Penalty: 4192.463867
	Iteration 71Q: 3 clusters Score -539955.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -539959.000000 Penalty: 4192.463867
	Iteration 72Q: 3 clusters Score -539959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -539961.875000 Penalty: 4192.463867
	Iteration 73Q: 3 clusters Score -539961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -539963.062500 Penalty: 4192.463867
	Iteration 74Q: 3 clusters Score -539963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -539965.250000 Penalty: 4192.463867
	Iteration 75Q: 3 clusters Score -539965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -539966.750000 Penalty: 4192.463867
	Iteration 76Q: 3 clusters Score -539966.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -539970.750000 Penalty: 4192.463867
	Iteration 77Q: 3 clusters Score -539970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -539970.812500 Penalty: 4192.463867
	Iteration 78Q: 3 clusters Score -539970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -539972.500000 Penalty: 4192.463867
	Iteration 79Q: 3 clusters Score -539972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -539973.937500 Penalty: 4192.463867
	Iteration 80F: 3 clusters Score -539973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -539975.812500 Penalty: 4192.463867
	Iteration 81Q: 3 clusters Score -539975.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -539980.625000 Penalty: 4192.463867
	Iteration 82Q: 3 clusters Score -539980.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -539983.062500 Penalty: 4192.463867
	Iteration 83Q: 3 clusters Score -539983.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -539987.500000 Penalty: 4192.463867
	Iteration 84Q: 3 clusters Score -539987.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -539995.437500 Penalty: 4192.463867
	Iteration 85Q: 3 clusters Score -539995.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -540001.375000 Penalty: 4192.463867
	Iteration 86Q: 3 clusters Score -540001.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -540002.750000 Penalty: 4192.463867
	Iteration 87Q: 3 clusters Score -540002.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -540007.312500 Penalty: 4192.463867
	Iteration 88Q: 3 clusters Score -540007.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -540010.187500 Penalty: 4192.463867
	Iteration 89Q: 3 clusters Score -540010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -540012.625000 Penalty: 4192.463867
	Iteration 90Q: 3 clusters Score -540012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -540015.625000 Penalty: 4192.463867
	Iteration 91Q: 3 clusters Score -540015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -540019.062500 Penalty: 4192.463867
	Iteration 92Q: 3 clusters Score -540019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -540020.000000 Penalty: 4192.463867
	Iteration 93Q: 3 clusters Score -540020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -540021.062500 Penalty: 4192.463867
	Iteration 94Q: 3 clusters Score -540021.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -540022.937500 Penalty: 4192.463867
	Iteration 95Q: 3 clusters Score -540022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -540026.125000 Penalty: 4192.463867
	Iteration 96Q: 3 clusters Score -540026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -540028.375000 Penalty: 4192.463867
	Iteration 97Q: 3 clusters Score -540028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -540029.687500 Penalty: 4192.463867
	Iteration 98Q: 3 clusters Score -540029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -540030.000000 Penalty: 4192.463867
	Iteration 99Q: 3 clusters Score -540030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -540030.000000 Penalty: 4192.463867
	Iteration 100F: 3 clusters Score -540030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -33424.015625 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -33424.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32182.904297 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -32182.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32322.753906 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -32322.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32350.039062 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -32350.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32356.814453 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -32356.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32365.873047 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -32365.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32366.453125 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -32366.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32367.486328 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -32367.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32369.474609 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -32369.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32370.408203 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -32370.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32370.408203 Penalty: 2877.850586
	Iteration 9F: 3 clusters Score -32370.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Entering Unmasked Estep 
Score: -639749.437500 Penalty: 2138.814453
	Iteration 0F: 2 clusters Score -639749.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -634854.937500 Penalty: 4277.628906
	Iteration 0F: 3 clusters Score -634854.9 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -636107.625000 Penalty: 4277.628906
	Iteration 1F: 3 clusters Score -636107.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -636431.875000 Penalty: 4277.628906
	Iteration 2F: 3 clusters Score -636431.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -636692.812500 Penalty: 4277.628906
	Iteration 3F: 3 clusters Score -636692.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -636945.625000 Penalty: 4277.628906
	Iteration 4F: 3 clusters Score -636945.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -637139.750000 Penalty: 4277.628906
	Iteration 5Q: 3 clusters Score -637139.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -637291.687500 Penalty: 4277.628906
	Iteration 6Q: 3 clusters Score -637291.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -637419.125000 Penalty: 4277.628906
	Iteration 7Q: 3 clusters Score -637419.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -637545.500000 Penalty: 4277.628906
	Iteration 8Q: 3 clusters Score -637545.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -637638.437500 Penalty: 4277.628906
	Iteration 9Q: 3 clusters Score -637638.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -637693.812500 Penalty: 4277.628906
	Iteration 10Q: 3 clusters Score -637693.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -637739.437500 Penalty: 4277.628906
	Iteration 11Q: 3 clusters Score -637739.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -637770.187500 Penalty: 4277.628906
	Iteration 12Q: 3 clusters Score -637770.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -637797.875000 Penalty: 4277.628906
	Iteration 13Q: 3 clusters Score -637797.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -637824.250000 Penalty: 4277.628906
	Iteration 14Q: 3 clusters Score -637824.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -637851.500000 Penalty: 4277.628906
	Iteration 15Q: 3 clusters Score -637851.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -637880.125000 Penalty: 4277.628906
	Iteration 16Q: 3 clusters Score -637880.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -637904.562500 Penalty: 4277.628906
	Iteration 17Q: 3 clusters Score -637904.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -637925.375000 Penalty: 4277.628906
	Iteration 18Q: 3 clusters Score -637925.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -637945.375000 Penalty: 4277.628906
	Iteration 19Q: 3 clusters Score -637945.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -637961.875000 Penalty: 4277.628906
	Iteration 20F: 3 clusters Score -637961.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -637983.437500 Penalty: 4277.628906
	Iteration 21Q: 3 clusters Score -637983.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -637999.000000 Penalty: 4277.628906
	Iteration 22Q: 3 clusters Score -637999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -638014.750000 Penalty: 4277.628906
	Iteration 23Q: 3 clusters Score -638014.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -638031.812500 Penalty: 4277.628906
	Iteration 24Q: 3 clusters Score -638031.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -638043.625000 Penalty: 4277.628906
	Iteration 25Q: 3 clusters Score -638043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -638053.812500 Penalty: 4277.628906
	Iteration 26Q: 3 clusters Score -638053.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -638065.312500 Penalty: 4277.628906
	Iteration 27Q: 3 clusters Score -638065.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -638076.687500 Penalty: 4277.628906
	Iteration 28Q: 3 clusters Score -638076.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -638087.937500 Penalty: 4277.628906
	Iteration 29Q: 3 clusters Score -638087.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -638095.125000 Penalty: 4277.628906
	Iteration 30Q: 3 clusters Score -638095.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -638098.125000 Penalty: 4277.628906
	Iteration 31Q: 3 clusters Score -638098.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -638102.937500 Penalty: 4277.628906
	Iteration 32Q: 3 clusters Score -638102.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -638108.500000 Penalty: 4277.628906
	Iteration 33Q: 3 clusters Score -638108.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -638110.500000 Penalty: 4277.628906
	Iteration 34Q: 3 clusters Score -638110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -638112.750000 Penalty: 4277.628906
	Iteration 35Q: 3 clusters Score -638112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -638115.250000 Penalty: 4277.628906
	Iteration 36Q: 3 clusters Score -638115.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -638115.187500 Penalty: 4277.628906
	Iteration 37Q: 3 clusters Score -638115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -638118.375000 Penalty: 4277.628906
	Iteration 38Q: 3 clusters Score -638118.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -638120.625000 Penalty: 4277.628906
	Iteration 39Q: 3 clusters Score -638120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -638121.937500 Penalty: 4277.628906
	Iteration 40F: 3 clusters Score -638121.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -638125.187500 Penalty: 4277.628906
	Iteration 41Q: 3 clusters Score -638125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -638128.812500 Penalty: 4277.628906
	Iteration 42Q: 3 clusters Score -638128.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -638131.250000 Penalty: 4277.628906
	Iteration 43Q: 3 clusters Score -638131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -638131.750000 Penalty: 4277.628906
	Iteration 44Q: 3 clusters Score -638131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -638131.187500 Penalty: 4277.628906
	Iteration 45Q: 3 clusters Score -638131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -638131.750000 Penalty: 4277.628906
	Iteration 46Q: 3 clusters Score -638131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -638132.937500 Penalty: 4277.628906
	Iteration 47Q: 3 clusters Score -638132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -638131.687500 Penalty: 4277.628906
	Iteration 48Q: 3 clusters Score -638131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -638132.000000 Penalty: 4277.628906
	Iteration 49Q: 3 clusters Score -638132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -638132.562500 Penalty: 4277.628906
	Iteration 50Q: 3 clusters Score -638132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -638133.062500 Penalty: 4277.628906
	Iteration 51Q: 3 clusters Score -638133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -638133.062500 Penalty: 4277.628906
	Iteration 52F: 3 clusters Score -638133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -718384.437500 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -718384.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -713150.125000 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -713150.1 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -714366.875000 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -714366.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -714591.000000 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -714591 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -714728.000000 Penalty: 4326.803711
	Iteration 3F: 3 clusters Score -714728 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -714824.562500 Penalty: 4326.803711
	Iteration 4Q: 3 clusters Score -714824.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -714911.375000 Penalty: 4326.803711
	Iteration 5Q: 3 clusters Score -714911.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -714983.687500 Penalty: 4326.803711
	Iteration 6Q: 3 clusters Score -714983.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -715031.250000 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -715031.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -715072.500000 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -715072.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -715107.187500 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -715107.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -715145.562500 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -715145.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -715185.250000 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -715185.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -715230.187500 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -715230.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -715272.187500 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -715272.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -715319.312500 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -715319.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -715375.812500 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -715375.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -715442.562500 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -715442.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -715518.250000 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -715518.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -715596.500000 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -715596.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -715674.500000 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -715674.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -715763.375000 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -715763.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -715854.062500 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -715854.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -715939.500000 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -715939.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -716015.000000 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -716015 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -716084.312500 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -716084.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -716154.500000 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -716154.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -716209.625000 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -716209.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -716251.500000 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -716251.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -716276.875000 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -716276.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -716301.687500 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -716301.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -716326.437500 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -716326.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -716350.250000 Penalty: 4326.803711
	Iteration 31Q: 3 clusters Score -716350.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -716368.500000 Penalty: 4326.803711
	Iteration 32Q: 3 clusters Score -716368.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -716380.937500 Penalty: 4326.803711
	Iteration 33Q: 3 clusters Score -716380.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -716392.187500 Penalty: 4326.803711
	Iteration 34Q: 3 clusters Score -716392.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -716407.187500 Penalty: 4326.803711
	Iteration 35Q: 3 clusters Score -716407.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -716417.125000 Penalty: 4326.803711
	Iteration 36Q: 3 clusters Score -716417.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -716427.937500 Penalty: 4326.803711
	Iteration 37Q: 3 clusters Score -716427.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -716434.625000 Penalty: 4326.803711
	Iteration 38Q: 3 clusters Score -716434.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -716443.812500 Penalty: 4326.803711
	Iteration 39Q: 3 clusters Score -716443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -716454.312500 Penalty: 4326.803711
	Iteration 40F: 3 clusters Score -716454.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -716463.125000 Penalty: 4326.803711
	Iteration 41Q: 3 clusters Score -716463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -716468.500000 Penalty: 4326.803711
	Iteration 42Q: 3 clusters Score -716468.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -716473.687500 Penalty: 4326.803711
	Iteration 43Q: 3 clusters Score -716473.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -716477.250000 Penalty: 4326.803711
	Iteration 44Q: 3 clusters Score -716477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -716477.625000 Penalty: 4326.803711
	Iteration 45Q: 3 clusters Score -716477.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -716477.625000 Penalty: 4326.803711
	Iteration 46F: 3 clusters Score -716477.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (189572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189572 members 
Entering Unmasked Estep 
Score: -22360384.000000 Penalty: 3013.825928
	Iteration 0F: 2 clusters Score -2.236038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 94824 members 
Entering Unmasked Estep 
Score: -22236128.000000 Penalty: 6027.651855
	Iteration 0F: 3 clusters Score -2.223613e+07 nChanged 91013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -22289390.000000 Penalty: 6027.651855
	Iteration 1F: 3 clusters Score -2.228939e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -22290534.000000 Penalty: 6027.651855
	Iteration 2Q: 3 clusters Score -2.229053e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -22291988.000000 Penalty: 6027.651855
	Iteration 3Q: 3 clusters Score -2.229199e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -22293590.000000 Penalty: 6027.651855
	Iteration 4Q: 3 clusters Score -2.229359e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -22295480.000000 Penalty: 6027.651855
	Iteration 5Q: 3 clusters Score -2.229548e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 104635 members 
Entering Unmasked Estep 
Score: -22297504.000000 Penalty: 6027.651855
	Iteration 6Q: 3 clusters Score -2.22975e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -22300248.000000 Penalty: 6027.651855
	Iteration 7Q: 3 clusters Score -2.230025e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 115366 members 
Entering Unmasked Estep 
Score: -22303934.000000 Penalty: 6027.651855
	Iteration 8Q: 3 clusters Score -2.230393e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 123499 members 
Entering Unmasked Estep 
Score: -22309320.000000 Penalty: 6027.651855
	Iteration 9F: 3 clusters Score -2.230932e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 133374 members 
Entering Unmasked Estep 
Score: -22316438.000000 Penalty: 6027.651855
	Iteration 10F: 3 clusters Score -2.231644e+07 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 144026 members 
Entering Unmasked Estep 
Score: -22324802.000000 Penalty: 6027.651855
	Iteration 11F: 3 clusters Score -2.23248e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 153934 members 
Entering Unmasked Estep 
Score: -22333168.000000 Penalty: 6027.651855
	Iteration 12F: 3 clusters Score -2.233317e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 162104 members 
Entering Unmasked Estep 
Score: -22340094.000000 Penalty: 6027.651855
	Iteration 13Q: 3 clusters Score -2.234009e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 168428 members 
Entering Unmasked Estep 
Score: -22345142.000000 Penalty: 6027.651855
	Iteration 14Q: 3 clusters Score -2.234514e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 173208 members 
Entering Unmasked Estep 
Score: -22348362.000000 Penalty: 6027.651855
	Iteration 15Q: 3 clusters Score -2.234836e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 177086 members 
Entering Unmasked Estep 
Score: -22350712.000000 Penalty: 6027.651855
	Iteration 16Q: 3 clusters Score -2.235071e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 180134 members 
Entering Unmasked Estep 
Score: -22352454.000000 Penalty: 6027.651855
	Iteration 17Q: 3 clusters Score -2.235245e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 182549 members 
Entering Unmasked Estep 
Score: -22354026.000000 Penalty: 6027.651855
	Iteration 18Q: 3 clusters Score -2.235403e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 184438 members 
Entering Unmasked Estep 
Score: -22355146.000000 Penalty: 6027.651855
	Iteration 19Q: 3 clusters Score -2.235515e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 185824 members 
Entering Unmasked Estep 
Score: -22356044.000000 Penalty: 6027.651855
	Iteration 20F: 3 clusters Score -2.235604e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 186773 members 
Entering Unmasked Estep 
Score: -22356608.000000 Penalty: 6027.651855
	Iteration 21Q: 3 clusters Score -2.235661e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 187388 members 
Entering Unmasked Estep 
Score: -22356996.000000 Penalty: 6027.651855
	Iteration 22Q: 3 clusters Score -2.2357e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 187799 members 
Entering Unmasked Estep 
Score: -22357350.000000 Penalty: 6027.651855
	Iteration 23Q: 3 clusters Score -2.235735e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 188052 members 
Entering Unmasked Estep 
Score: -22357522.000000 Penalty: 6027.651855
	Iteration 24Q: 3 clusters Score -2.235752e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 188205 members 
Entering Unmasked Estep 
Score: -22357658.000000 Penalty: 6027.651855
	Iteration 25Q: 3 clusters Score -2.235766e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 188320 members 
Entering Unmasked Estep 
Score: -22357716.000000 Penalty: 6027.651855
	Iteration 26Q: 3 clusters Score -2.235772e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 188410 members 
Entering Unmasked Estep 
Score: -22357808.000000 Penalty: 6027.651855
	Iteration 27Q: 3 clusters Score -2.235781e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 188467 members 
Entering Unmasked Estep 
Score: -22357830.000000 Penalty: 6027.651855
	Iteration 28Q: 3 clusters Score -2.235783e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 188512 members 
Entering Unmasked Estep 
Score: -22357922.000000 Penalty: 6027.651855
	Iteration 29Q: 3 clusters Score -2.235792e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 188554 members 
Entering Unmasked Estep 
Score: -22357962.000000 Penalty: 6027.651855
	Iteration 30Q: 3 clusters Score -2.235796e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 188584 members 
Entering Unmasked Estep 
Score: -22357980.000000 Penalty: 6027.651855
	Iteration 31Q: 3 clusters Score -2.235798e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 188605 members 
Entering Unmasked Estep 
Score: -22358018.000000 Penalty: 6027.651855
	Iteration 32Q: 3 clusters Score -2.235802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 188612 members 
Entering Unmasked Estep 
Score: -22358004.000000 Penalty: 6027.651855
	Iteration 33Q: 3 clusters Score -2.2358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 188627 members 
Entering Unmasked Estep 
Score: -22357996.000000 Penalty: 6027.651855
	Iteration 34Q: 3 clusters Score -2.2358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 188634 members 
Entering Unmasked Estep 
Score: -22358020.000000 Penalty: 6027.651855
	Iteration 35Q: 3 clusters Score -2.235802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 188647 members 
Entering Unmasked Estep 
Score: -22358046.000000 Penalty: 6027.651855
	Iteration 36Q: 3 clusters Score -2.235805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 188655 members 
Entering Unmasked Estep 
Score: -22358034.000000 Penalty: 6027.651855
	Iteration 37Q: 3 clusters Score -2.235803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 188661 members 
Entering Unmasked Estep 
Score: -22358042.000000 Penalty: 6027.651855
	Iteration 38Q: 3 clusters Score -2.235804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 188670 members 
Entering Unmasked Estep 
Score: -22358044.000000 Penalty: 6027.651855
	Iteration 39Q: 3 clusters Score -2.235804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 188676 members 
Entering Unmasked Estep 
Score: -22358054.000000 Penalty: 6027.651855
	Iteration 40F: 3 clusters Score -2.235805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 188680 members 
Entering Unmasked Estep 
Score: -22358040.000000 Penalty: 6027.651855
	Iteration 41Q: 3 clusters Score -2.235804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 188682 members 
Entering Unmasked Estep 
Score: -22358050.000000 Penalty: 6027.651855
	Iteration 42Q: 3 clusters Score -2.235805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 188686 members 
Entering Unmasked Estep 
Score: -22358044.000000 Penalty: 6027.651855
	Iteration 43Q: 3 clusters Score -2.235804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 188690 members 
Entering Unmasked Estep 
Score: -22358046.000000 Penalty: 6027.651855
	Iteration 44Q: 3 clusters Score -2.235805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 188693 members 
Entering Unmasked Estep 
Score: -22358044.000000 Penalty: 6027.651855
	Iteration 45Q: 3 clusters Score -2.235804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 188699 members 
Entering Unmasked Estep 
Score: -22358056.000000 Penalty: 6027.651855
	Iteration 46Q: 3 clusters Score -2.235806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 188703 members 
Entering Unmasked Estep 
Score: -22358054.000000 Penalty: 6027.651855
	Iteration 47Q: 3 clusters Score -2.235805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 188706 members 
Entering Unmasked Estep 
Score: -22358056.000000 Penalty: 6027.651855
	Iteration 48Q: 3 clusters Score -2.235806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 188710 members 
Entering Unmasked Estep 
Score: -22358048.000000 Penalty: 6027.651855
	Iteration 49Q: 3 clusters Score -2.235805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 188711 members 
Entering Unmasked Estep 
Score: -22358052.000000 Penalty: 6027.651855
	Iteration 50Q: 3 clusters Score -2.235805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 188711 members 
Entering Unmasked Estep 
Score: -22358052.000000 Penalty: 6027.651855
	Iteration 51F: 3 clusters Score -2.235805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -323464.875000 Penalty: 1967.759399
	Iteration 0F: 2 clusters Score -323464.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -320312.312500 Penalty: 3935.518799
	Iteration 0F: 3 clusters Score -320312.3 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -320971.093750 Penalty: 3935.518799
	Iteration 1F: 3 clusters Score -320971.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -321145.312500 Penalty: 3935.518799
	Iteration 2F: 3 clusters Score -321145.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -321230.687500 Penalty: 3935.518799
	Iteration 3Q: 3 clusters Score -321230.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -321301.250000 Penalty: 3935.518799
	Iteration 4Q: 3 clusters Score -321301.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -321349.593750 Penalty: 3935.518799
	Iteration 5Q: 3 clusters Score -321349.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -321381.687500 Penalty: 3935.518799
	Iteration 6Q: 3 clusters Score -321381.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -321406.375000 Penalty: 3935.518799
	Iteration 7Q: 3 clusters Score -321406.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -321432.812500 Penalty: 3935.518799
	Iteration 8Q: 3 clusters Score -321432.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -321460.000000 Penalty: 3935.518799
	Iteration 9Q: 3 clusters Score -321460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -321485.750000 Penalty: 3935.518799
	Iteration 10Q: 3 clusters Score -321485.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -321514.218750 Penalty: 3935.518799
	Iteration 11Q: 3 clusters Score -321514.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -321543.875000 Penalty: 3935.518799
	Iteration 12Q: 3 clusters Score -321543.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -321568.750000 Penalty: 3935.518799
	Iteration 13Q: 3 clusters Score -321568.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -321581.812500 Penalty: 3935.518799
	Iteration 14Q: 3 clusters Score -321581.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -321603.031250 Penalty: 3935.518799
	Iteration 15Q: 3 clusters Score -321603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -321619.906250 Penalty: 3935.518799
	Iteration 16Q: 3 clusters Score -321619.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -321634.312500 Penalty: 3935.518799
	Iteration 17Q: 3 clusters Score -321634.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -321651.656250 Penalty: 3935.518799
	Iteration 18Q: 3 clusters Score -321651.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -321666.468750 Penalty: 3935.518799
	Iteration 19Q: 3 clusters Score -321666.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -321673.437500 Penalty: 3935.518799
	Iteration 20F: 3 clusters Score -321673.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -321679.906250 Penalty: 3935.518799
	Iteration 21Q: 3 clusters Score -321679.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -321692.531250 Penalty: 3935.518799
	Iteration 22Q: 3 clusters Score -321692.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -321707.062500 Penalty: 3935.518799
	Iteration 23Q: 3 clusters Score -321707.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -321726.468750 Penalty: 3935.518799
	Iteration 24Q: 3 clusters Score -321726.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -321742.187500 Penalty: 3935.518799
	Iteration 25Q: 3 clusters Score -321742.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -321756.375000 Penalty: 3935.518799
	Iteration 26Q: 3 clusters Score -321756.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -321776.281250 Penalty: 3935.518799
	Iteration 27Q: 3 clusters Score -321776.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -321797.250000 Penalty: 3935.518799
	Iteration 28Q: 3 clusters Score -321797.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -321811.468750 Penalty: 3935.518799
	Iteration 29Q: 3 clusters Score -321811.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -321830.031250 Penalty: 3935.518799
	Iteration 30Q: 3 clusters Score -321830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -321850.218750 Penalty: 3935.518799
	Iteration 31Q: 3 clusters Score -321850.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -321870.437500 Penalty: 3935.518799
	Iteration 32Q: 3 clusters Score -321870.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -321889.812500 Penalty: 3935.518799
	Iteration 33Q: 3 clusters Score -321889.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -321908.125000 Penalty: 3935.518799
	Iteration 34Q: 3 clusters Score -321908.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -321915.468750 Penalty: 3935.518799
	Iteration 35Q: 3 clusters Score -321915.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -321923.156250 Penalty: 3935.518799
	Iteration 36Q: 3 clusters Score -321923.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -321930.250000 Penalty: 3935.518799
	Iteration 37Q: 3 clusters Score -321930.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -321938.531250 Penalty: 3935.518799
	Iteration 38Q: 3 clusters Score -321938.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -321946.437500 Penalty: 3935.518799
	Iteration 39Q: 3 clusters Score -321946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -321955.968750 Penalty: 3935.518799
	Iteration 40F: 3 clusters Score -321956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -321964.031250 Penalty: 3935.518799
	Iteration 41Q: 3 clusters Score -321964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -321968.187500 Penalty: 3935.518799
	Iteration 42Q: 3 clusters Score -321968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -321970.687500 Penalty: 3935.518799
	Iteration 43Q: 3 clusters Score -321970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -321975.125000 Penalty: 3935.518799
	Iteration 44Q: 3 clusters Score -321975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -321981.750000 Penalty: 3935.518799
	Iteration 45Q: 3 clusters Score -321981.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -321989.343750 Penalty: 3935.518799
	Iteration 46Q: 3 clusters Score -321989.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -321991.593750 Penalty: 3935.518799
	Iteration 47Q: 3 clusters Score -321991.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -321996.343750 Penalty: 3935.518799
	Iteration 48Q: 3 clusters Score -321996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -321998.750000 Penalty: 3935.518799
	Iteration 49Q: 3 clusters Score -321998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -322003.781250 Penalty: 3935.518799
	Iteration 50Q: 3 clusters Score -322003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -322006.187500 Penalty: 3935.518799
	Iteration 51Q: 3 clusters Score -322006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -322007.843750 Penalty: 3935.518799
	Iteration 52Q: 3 clusters Score -322007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -322008.968750 Penalty: 3935.518799
	Iteration 53Q: 3 clusters Score -322009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -322011.656250 Penalty: 3935.518799
	Iteration 54Q: 3 clusters Score -322011.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -322018.000000 Penalty: 3935.518799
	Iteration 55Q: 3 clusters Score -322018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -322022.031250 Penalty: 3935.518799
	Iteration 56Q: 3 clusters Score -322022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -322026.531250 Penalty: 3935.518799
	Iteration 57Q: 3 clusters Score -322026.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -322030.250000 Penalty: 3935.518799
	Iteration 58Q: 3 clusters Score -322030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -322033.468750 Penalty: 3935.518799
	Iteration 59Q: 3 clusters Score -322033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -322035.031250 Penalty: 3935.518799
	Iteration 60F: 3 clusters Score -322035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -322036.968750 Penalty: 3935.518799
	Iteration 61Q: 3 clusters Score -322037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -322039.437500 Penalty: 3935.518799
	Iteration 62Q: 3 clusters Score -322039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -322043.375000 Penalty: 3935.518799
	Iteration 63Q: 3 clusters Score -322043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -322045.156250 Penalty: 3935.518799
	Iteration 64Q: 3 clusters Score -322045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -322046.843750 Penalty: 3935.518799
	Iteration 65Q: 3 clusters Score -322046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -322047.062500 Penalty: 3935.518799
	Iteration 66Q: 3 clusters Score -322047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -322048.343750 Penalty: 3935.518799
	Iteration 67Q: 3 clusters Score -322048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -322049.875000 Penalty: 3935.518799
	Iteration 68Q: 3 clusters Score -322049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -322050.531250 Penalty: 3935.518799
	Iteration 69Q: 3 clusters Score -322050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -322050.531250 Penalty: 3935.518799
	Iteration 70F: 3 clusters Score -322050.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -264866.093750 Penalty: 1920.653320
	Iteration 0F: 2 clusters Score -264866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -262019.203125 Penalty: 3841.306641
	Iteration 0F: 3 clusters Score -262019.2 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -262568.562500 Penalty: 3841.306641
	Iteration 1F: 3 clusters Score -262568.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -262755.218750 Penalty: 3841.306641
	Iteration 2F: 3 clusters Score -262755.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -262828.468750 Penalty: 3841.306641
	Iteration 3F: 3 clusters Score -262828.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -262861.000000 Penalty: 3841.306641
	Iteration 4Q: 3 clusters Score -262861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -262879.156250 Penalty: 3841.306641
	Iteration 5Q: 3 clusters Score -262879.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -262895.562500 Penalty: 3841.306641
	Iteration 6Q: 3 clusters Score -262895.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -262906.937500 Penalty: 3841.306641
	Iteration 7Q: 3 clusters Score -262906.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -262914.968750 Penalty: 3841.306641
	Iteration 8Q: 3 clusters Score -262915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -262919.562500 Penalty: 3841.306641
	Iteration 9Q: 3 clusters Score -262919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -262920.625000 Penalty: 3841.306641
	Iteration 10Q: 3 clusters Score -262920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -262922.812500 Penalty: 3841.306641
	Iteration 11Q: 3 clusters Score -262922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -262925.906250 Penalty: 3841.306641
	Iteration 12Q: 3 clusters Score -262925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -262928.187500 Penalty: 3841.306641
	Iteration 13Q: 3 clusters Score -262928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -262930.750000 Penalty: 3841.306641
	Iteration 14Q: 3 clusters Score -262930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -262934.000000 Penalty: 3841.306641
	Iteration 15Q: 3 clusters Score -262934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -262936.875000 Penalty: 3841.306641
	Iteration 16Q: 3 clusters Score -262936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -262938.437500 Penalty: 3841.306641
	Iteration 17Q: 3 clusters Score -262938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -262939.500000 Penalty: 3841.306641
	Iteration 18Q: 3 clusters Score -262939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -262940.812500 Penalty: 3841.306641
	Iteration 19Q: 3 clusters Score -262940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -262943.500000 Penalty: 3841.306641
	Iteration 20F: 3 clusters Score -262943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -262946.906250 Penalty: 3841.306641
	Iteration 21Q: 3 clusters Score -262946.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -262951.062500 Penalty: 3841.306641
	Iteration 22Q: 3 clusters Score -262951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -262955.468750 Penalty: 3841.306641
	Iteration 23Q: 3 clusters Score -262955.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -262958.250000 Penalty: 3841.306641
	Iteration 24Q: 3 clusters Score -262958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -262962.812500 Penalty: 3841.306641
	Iteration 25Q: 3 clusters Score -262962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -262971.625000 Penalty: 3841.306641
	Iteration 26Q: 3 clusters Score -262971.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -262978.437500 Penalty: 3841.306641
	Iteration 27Q: 3 clusters Score -262978.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -262991.468750 Penalty: 3841.306641
	Iteration 28Q: 3 clusters Score -262991.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -263002.031250 Penalty: 3841.306641
	Iteration 29Q: 3 clusters Score -263002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -263008.718750 Penalty: 3841.306641
	Iteration 30Q: 3 clusters Score -263008.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -263016.343750 Penalty: 3841.306641
	Iteration 31Q: 3 clusters Score -263016.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -263023.656250 Penalty: 3841.306641
	Iteration 32Q: 3 clusters Score -263023.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -263028.062500 Penalty: 3841.306641
	Iteration 33Q: 3 clusters Score -263028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -263030.937500 Penalty: 3841.306641
	Iteration 34Q: 3 clusters Score -263030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -263032.656250 Penalty: 3841.306641
	Iteration 35Q: 3 clusters Score -263032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -263033.218750 Penalty: 3841.306641
	Iteration 36Q: 3 clusters Score -263033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -263034.156250 Penalty: 3841.306641
	Iteration 37Q: 3 clusters Score -263034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -263034.437500 Penalty: 3841.306641
	Iteration 38Q: 3 clusters Score -263034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -263034.750000 Penalty: 3841.306641
	Iteration 39Q: 3 clusters Score -263034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -263034.750000 Penalty: 3841.306641
	Iteration 40F: 3 clusters Score -263034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -426257.375000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -426257.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -423103.875000 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -423103.9 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -424312.000000 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -424312 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -425013.312500 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -425013.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -425624.437500 Penalty: 3957.751953
	Iteration 3F: 3 clusters Score -425624.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -426025.812500 Penalty: 3957.751953
	Iteration 4F: 3 clusters Score -426025.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -426358.437500 Penalty: 3957.751953
	Iteration 5F: 3 clusters Score -426358.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -426635.062500 Penalty: 3957.751953
	Iteration 6F: 3 clusters Score -426635.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -426843.468750 Penalty: 3957.751953
	Iteration 7Q: 3 clusters Score -426843.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -427108.281250 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -427108.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -427416.375000 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -427416.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -427757.687500 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -427757.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -428096.531250 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -428096.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -428384.718750 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -428384.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -428646.000000 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -428646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -428907.750000 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -428907.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -429085.062500 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -429085.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -429169.531250 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -429169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -429197.125000 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -429197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -429216.500000 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -429216.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -429236.906250 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -429236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -429249.000000 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -429249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -429263.750000 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -429263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -429265.156250 Penalty: 3957.751953
	Iteration 22Q: 3 clusters Score -429265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -429267.843750 Penalty: 3957.751953
	Iteration 23Q: 3 clusters Score -429267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -429269.562500 Penalty: 3957.751953
	Iteration 24Q: 3 clusters Score -429269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -429269.562500 Penalty: 3957.751953
	Iteration 25F: 3 clusters Score -429269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 9146 members 
Mstep: Class 35 contains 624 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 602 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 2887 members 
Mstep: Class 60 contains 4224 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Mstep: Class 66 contains 637 members 
Mstep: Class 67 contains 1685 members 
Mstep: Class 68 contains 5433 members 
Mstep: Class 69 contains 187 members 
Mstep: Class 70 contains 1786 members 
Mstep: Class 71 contains 2318 members 
Entering Unmasked Estep 
Score: -133754328.000000 Penalty: 246150.796875
Splitting cluster 53 changes total score from -133752688.000000 to -133754328.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 54 (28623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Entering Unmasked Estep 
Score: -3341569.250000 Penalty: 2544.967529
	Iteration 0F: 2 clusters Score -3341569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3321781.750000 Penalty: 5089.935059
	Iteration 0F: 3 clusters Score -3321782 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3329227.750000 Penalty: 5089.935059
	Iteration 1F: 3 clusters Score -3329228 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3330034.000000 Penalty: 5089.935059
	Iteration 2F: 3 clusters Score -3330034 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3330972.500000 Penalty: 5089.935059
	Iteration 3F: 3 clusters Score -3330972 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3332141.500000 Penalty: 5089.935059
	Iteration 4F: 3 clusters Score -3332142 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3333350.750000 Penalty: 5089.935059
	Iteration 5F: 3 clusters Score -3333351 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3334599.000000 Penalty: 5089.935059
	Iteration 6F: 3 clusters Score -3334599 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3335851.000000 Penalty: 5089.935059
	Iteration 7F: 3 clusters Score -3335851 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3336904.500000 Penalty: 5089.935059
	Iteration 8Q: 3 clusters Score -3336904 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3337717.250000 Penalty: 5089.935059
	Iteration 9Q: 3 clusters Score -3337717 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3338295.750000 Penalty: 5089.935059
	Iteration 10Q: 3 clusters Score -3338296 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3338699.000000 Penalty: 5089.935059
	Iteration 11Q: 3 clusters Score -3338699 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3338911.250000 Penalty: 5089.935059
	Iteration 12Q: 3 clusters Score -3338911 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3339042.000000 Penalty: 5089.935059
	Iteration 13Q: 3 clusters Score -3339042 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3339121.750000 Penalty: 5089.935059
	Iteration 14Q: 3 clusters Score -3339122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3339189.250000 Penalty: 5089.935059
	Iteration 15Q: 3 clusters Score -3339189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3339249.000000 Penalty: 5089.935059
	Iteration 16Q: 3 clusters Score -3339249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3339284.500000 Penalty: 5089.935059
	Iteration 17Q: 3 clusters Score -3339284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3339312.000000 Penalty: 5089.935059
	Iteration 18Q: 3 clusters Score -3339312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3339334.750000 Penalty: 5089.935059
	Iteration 19Q: 3 clusters Score -3339335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3339352.750000 Penalty: 5089.935059
	Iteration 20F: 3 clusters Score -3339353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3339363.250000 Penalty: 5089.935059
	Iteration 21Q: 3 clusters Score -3339363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3339376.750000 Penalty: 5089.935059
	Iteration 22Q: 3 clusters Score -3339377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3339379.750000 Penalty: 5089.935059
	Iteration 23Q: 3 clusters Score -3339380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3339379.750000 Penalty: 5089.935059
	Iteration 24F: 3 clusters Score -3339380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -546185.250000 Penalty: 2098.181885
	Iteration 0F: 2 clusters Score -546185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -541888.312500 Penalty: 4196.363770
	Iteration 0F: 3 clusters Score -541888.3 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -542887.875000 Penalty: 4196.363770
	Iteration 1F: 3 clusters Score -542887.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -543060.937500 Penalty: 4196.363770
	Iteration 2F: 3 clusters Score -543060.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -543184.437500 Penalty: 4196.363770
	Iteration 3Q: 3 clusters Score -543184.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -543291.687500 Penalty: 4196.363770
	Iteration 4Q: 3 clusters Score -543291.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -543376.500000 Penalty: 4196.363770
	Iteration 5Q: 3 clusters Score -543376.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -543467.500000 Penalty: 4196.363770
	Iteration 6Q: 3 clusters Score -543467.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -543549.562500 Penalty: 4196.363770
	Iteration 7Q: 3 clusters Score -543549.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -543623.000000 Penalty: 4196.363770
	Iteration 8Q: 3 clusters Score -543623 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -543699.625000 Penalty: 4196.363770
	Iteration 9Q: 3 clusters Score -543699.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -543768.062500 Penalty: 4196.363770
	Iteration 10Q: 3 clusters Score -543768.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -543860.500000 Penalty: 4196.363770
	Iteration 11Q: 3 clusters Score -543860.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -543942.250000 Penalty: 4196.363770
	Iteration 12Q: 3 clusters Score -543942.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -544015.437500 Penalty: 4196.363770
	Iteration 13Q: 3 clusters Score -544015.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -544086.187500 Penalty: 4196.363770
	Iteration 14Q: 3 clusters Score -544086.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -544144.750000 Penalty: 4196.363770
	Iteration 15Q: 3 clusters Score -544144.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -544194.062500 Penalty: 4196.363770
	Iteration 16Q: 3 clusters Score -544194.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -544232.750000 Penalty: 4196.363770
	Iteration 17Q: 3 clusters Score -544232.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -544266.062500 Penalty: 4196.363770
	Iteration 18Q: 3 clusters Score -544266.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -544292.437500 Penalty: 4196.363770
	Iteration 19Q: 3 clusters Score -544292.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -544307.000000 Penalty: 4196.363770
	Iteration 20F: 3 clusters Score -544307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -544324.687500 Penalty: 4196.363770
	Iteration 21Q: 3 clusters Score -544324.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -544344.562500 Penalty: 4196.363770
	Iteration 22Q: 3 clusters Score -544344.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -544360.250000 Penalty: 4196.363770
	Iteration 23Q: 3 clusters Score -544360.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -544374.125000 Penalty: 4196.363770
	Iteration 24Q: 3 clusters Score -544374.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -544388.125000 Penalty: 4196.363770
	Iteration 25Q: 3 clusters Score -544388.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -544398.750000 Penalty: 4196.363770
	Iteration 26Q: 3 clusters Score -544398.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -544409.125000 Penalty: 4196.363770
	Iteration 27Q: 3 clusters Score -544409.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -544418.375000 Penalty: 4196.363770
	Iteration 28Q: 3 clusters Score -544418.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -544430.750000 Penalty: 4196.363770
	Iteration 29Q: 3 clusters Score -544430.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -544444.687500 Penalty: 4196.363770
	Iteration 30Q: 3 clusters Score -544444.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -544454.000000 Penalty: 4196.363770
	Iteration 31Q: 3 clusters Score -544454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -544464.625000 Penalty: 4196.363770
	Iteration 32Q: 3 clusters Score -544464.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -544473.187500 Penalty: 4196.363770
	Iteration 33Q: 3 clusters Score -544473.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -544482.750000 Penalty: 4196.363770
	Iteration 34Q: 3 clusters Score -544482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -544489.625000 Penalty: 4196.363770
	Iteration 35Q: 3 clusters Score -544489.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -544497.937500 Penalty: 4196.363770
	Iteration 36Q: 3 clusters Score -544497.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -544509.312500 Penalty: 4196.363770
	Iteration 37Q: 3 clusters Score -544509.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -544521.187500 Penalty: 4196.363770
	Iteration 38Q: 3 clusters Score -544521.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -544534.812500 Penalty: 4196.363770
	Iteration 39Q: 3 clusters Score -544534.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -544550.500000 Penalty: 4196.363770
	Iteration 40F: 3 clusters Score -544550.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -544567.687500 Penalty: 4196.363770
	Iteration 41Q: 3 clusters Score -544567.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -544587.375000 Penalty: 4196.363770
	Iteration 42Q: 3 clusters Score -544587.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -544599.875000 Penalty: 4196.363770
	Iteration 43Q: 3 clusters Score -544599.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -544614.187500 Penalty: 4196.363770
	Iteration 44Q: 3 clusters Score -544614.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -544628.500000 Penalty: 4196.363770
	Iteration 45Q: 3 clusters Score -544628.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -544646.187500 Penalty: 4196.363770
	Iteration 46Q: 3 clusters Score -544646.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -544658.375000 Penalty: 4196.363770
	Iteration 47Q: 3 clusters Score -544658.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -544669.750000 Penalty: 4196.363770
	Iteration 48Q: 3 clusters Score -544669.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -544684.625000 Penalty: 4196.363770
	Iteration 49Q: 3 clusters Score -544684.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -544696.812500 Penalty: 4196.363770
	Iteration 50Q: 3 clusters Score -544696.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -544703.687500 Penalty: 4196.363770
	Iteration 51Q: 3 clusters Score -544703.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -544704.875000 Penalty: 4196.363770
	Iteration 52Q: 3 clusters Score -544704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -544706.312500 Penalty: 4196.363770
	Iteration 53Q: 3 clusters Score -544706.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -544709.750000 Penalty: 4196.363770
	Iteration 54Q: 3 clusters Score -544709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -544710.937500 Penalty: 4196.363770
	Iteration 55Q: 3 clusters Score -544710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -544712.375000 Penalty: 4196.363770
	Iteration 56Q: 3 clusters Score -544712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -544712.812500 Penalty: 4196.363770
	Iteration 57Q: 3 clusters Score -544712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -544714.187500 Penalty: 4196.363770
	Iteration 58Q: 3 clusters Score -544714.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -544714.187500 Penalty: 4196.363770
	Iteration 59F: 3 clusters Score -544714.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -810142.562500 Penalty: 2196.910645
	Iteration 0F: 2 clusters Score -810142.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -804361.562500 Penalty: 4393.821289
	Iteration 0F: 3 clusters Score -804361.6 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -805902.187500 Penalty: 4393.821289
	Iteration 1F: 3 clusters Score -805902.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -806230.312500 Penalty: 4393.821289
	Iteration 2F: 3 clusters Score -806230.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -806472.562500 Penalty: 4393.821289
	Iteration 3F: 3 clusters Score -806472.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -806653.000000 Penalty: 4393.821289
	Iteration 4Q: 3 clusters Score -806653 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -806830.125000 Penalty: 4393.821289
	Iteration 5Q: 3 clusters Score -806830.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -807014.250000 Penalty: 4393.821289
	Iteration 6Q: 3 clusters Score -807014.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -807251.062500 Penalty: 4393.821289
	Iteration 7Q: 3 clusters Score -807251.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -807542.625000 Penalty: 4393.821289
	Iteration 8Q: 3 clusters Score -807542.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -807970.500000 Penalty: 4393.821289
	Iteration 9Q: 3 clusters Score -807970.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -808414.687500 Penalty: 4393.821289
	Iteration 10F: 3 clusters Score -808414.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -808775.062500 Penalty: 4393.821289
	Iteration 11F: 3 clusters Score -808775.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -809014.437500 Penalty: 4393.821289
	Iteration 12Q: 3 clusters Score -809014.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -809196.625000 Penalty: 4393.821289
	Iteration 13Q: 3 clusters Score -809196.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -809326.875000 Penalty: 4393.821289
	Iteration 14Q: 3 clusters Score -809326.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -809455.562500 Penalty: 4393.821289
	Iteration 15Q: 3 clusters Score -809455.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -809597.312500 Penalty: 4393.821289
	Iteration 16Q: 3 clusters Score -809597.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -809689.562500 Penalty: 4393.821289
	Iteration 17Q: 3 clusters Score -809689.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -809737.312500 Penalty: 4393.821289
	Iteration 18Q: 3 clusters Score -809737.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -809753.625000 Penalty: 4393.821289
	Iteration 19Q: 3 clusters Score -809753.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -809759.875000 Penalty: 4393.821289
	Iteration 20F: 3 clusters Score -809759.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -809766.937500 Penalty: 4393.821289
	Iteration 21Q: 3 clusters Score -809766.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -809770.250000 Penalty: 4393.821289
	Iteration 22Q: 3 clusters Score -809770.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -809772.375000 Penalty: 4393.821289
	Iteration 23Q: 3 clusters Score -809772.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -809773.875000 Penalty: 4393.821289
	Iteration 24Q: 3 clusters Score -809773.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -809778.250000 Penalty: 4393.821289
	Iteration 25Q: 3 clusters Score -809778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -809779.375000 Penalty: 4393.821289
	Iteration 26Q: 3 clusters Score -809779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -809780.312500 Penalty: 4393.821289
	Iteration 27Q: 3 clusters Score -809780.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -809781.500000 Penalty: 4393.821289
	Iteration 28Q: 3 clusters Score -809781.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -809779.562500 Penalty: 4393.821289
	Iteration 29Q: 3 clusters Score -809779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -809782.875000 Penalty: 4393.821289
	Iteration 30Q: 3 clusters Score -809782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -809784.250000 Penalty: 4393.821289
	Iteration 31Q: 3 clusters Score -809784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -809784.250000 Penalty: 4393.821289
	Iteration 32F: 3 clusters Score -809784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (12031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Entering Unmasked Estep 
Score: -1427737.500000 Penalty: 2330.020020
	Iteration 0F: 2 clusters Score -1427738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1418741.875000 Penalty: 4660.040039
	Iteration 0F: 3 clusters Score -1418742 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1421551.875000 Penalty: 4660.040039
	Iteration 1F: 3 clusters Score -1421552 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1421845.750000 Penalty: 4660.040039
	Iteration 2F: 3 clusters Score -1421846 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1422047.000000 Penalty: 4660.040039
	Iteration 3Q: 3 clusters Score -1422047 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1422202.750000 Penalty: 4660.040039
	Iteration 4Q: 3 clusters Score -1422203 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1422341.625000 Penalty: 4660.040039
	Iteration 5Q: 3 clusters Score -1422342 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1422481.625000 Penalty: 4660.040039
	Iteration 6Q: 3 clusters Score -1422482 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1422614.000000 Penalty: 4660.040039
	Iteration 7Q: 3 clusters Score -1422614 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1422716.875000 Penalty: 4660.040039
	Iteration 8Q: 3 clusters Score -1422717 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1422824.375000 Penalty: 4660.040039
	Iteration 9Q: 3 clusters Score -1422824 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1422953.750000 Penalty: 4660.040039
	Iteration 10Q: 3 clusters Score -1422954 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1423088.750000 Penalty: 4660.040039
	Iteration 11Q: 3 clusters Score -1423089 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1423216.125000 Penalty: 4660.040039
	Iteration 12Q: 3 clusters Score -1423216 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1423343.250000 Penalty: 4660.040039
	Iteration 13Q: 3 clusters Score -1423343 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1423480.250000 Penalty: 4660.040039
	Iteration 14Q: 3 clusters Score -1423480 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1423646.125000 Penalty: 4660.040039
	Iteration 15Q: 3 clusters Score -1423646 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1423819.500000 Penalty: 4660.040039
	Iteration 16Q: 3 clusters Score -1423820 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1424007.000000 Penalty: 4660.040039
	Iteration 17Q: 3 clusters Score -1424007 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1424218.500000 Penalty: 4660.040039
	Iteration 18Q: 3 clusters Score -1424218 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1424433.125000 Penalty: 4660.040039
	Iteration 19Q: 3 clusters Score -1424433 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1424655.250000 Penalty: 4660.040039
	Iteration 20F: 3 clusters Score -1424655 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1424854.250000 Penalty: 4660.040039
	Iteration 21Q: 3 clusters Score -1424854 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1425038.625000 Penalty: 4660.040039
	Iteration 22Q: 3 clusters Score -1425039 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1425175.125000 Penalty: 4660.040039
	Iteration 23Q: 3 clusters Score -1425175 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1425280.875000 Penalty: 4660.040039
	Iteration 24Q: 3 clusters Score -1425281 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1425368.875000 Penalty: 4660.040039
	Iteration 25Q: 3 clusters Score -1425369 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1425439.750000 Penalty: 4660.040039
	Iteration 26Q: 3 clusters Score -1425440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1425498.625000 Penalty: 4660.040039
	Iteration 27Q: 3 clusters Score -1425499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1425553.625000 Penalty: 4660.040039
	Iteration 28Q: 3 clusters Score -1425554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1425595.750000 Penalty: 4660.040039
	Iteration 29Q: 3 clusters Score -1425596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1425634.000000 Penalty: 4660.040039
	Iteration 30Q: 3 clusters Score -1425634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1425660.125000 Penalty: 4660.040039
	Iteration 31Q: 3 clusters Score -1425660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1425677.125000 Penalty: 4660.040039
	Iteration 32Q: 3 clusters Score -1425677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1425693.625000 Penalty: 4660.040039
	Iteration 33Q: 3 clusters Score -1425694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1425697.125000 Penalty: 4660.040039
	Iteration 34Q: 3 clusters Score -1425697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1425711.875000 Penalty: 4660.040039
	Iteration 35Q: 3 clusters Score -1425712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1425719.625000 Penalty: 4660.040039
	Iteration 36Q: 3 clusters Score -1425720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1425718.375000 Penalty: 4660.040039
	Iteration 37Q: 3 clusters Score -1425718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1425718.875000 Penalty: 4660.040039
	Iteration 38Q: 3 clusters Score -1425719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1425718.875000 Penalty: 4660.040039
	Iteration 39F: 3 clusters Score -1425719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (11976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Entering Unmasked Estep 
Score: -1390233.625000 Penalty: 2328.883789
	Iteration 0F: 2 clusters Score -1390234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1381299.250000 Penalty: 4657.767578
	Iteration 0F: 3 clusters Score -1381299 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1384016.500000 Penalty: 4657.767578
	Iteration 1F: 3 clusters Score -1384016 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1384559.750000 Penalty: 4657.767578
	Iteration 2F: 3 clusters Score -1384560 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1385187.500000 Penalty: 4657.767578
	Iteration 3F: 3 clusters Score -1385188 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1385789.750000 Penalty: 4657.767578
	Iteration 4F: 3 clusters Score -1385790 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1386340.375000 Penalty: 4657.767578
	Iteration 5F: 3 clusters Score -1386340 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1386722.375000 Penalty: 4657.767578
	Iteration 6F: 3 clusters Score -1386722 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1387016.125000 Penalty: 4657.767578
	Iteration 7Q: 3 clusters Score -1387016 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1387227.250000 Penalty: 4657.767578
	Iteration 8Q: 3 clusters Score -1387227 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1387347.250000 Penalty: 4657.767578
	Iteration 9Q: 3 clusters Score -1387347 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1387427.375000 Penalty: 4657.767578
	Iteration 10Q: 3 clusters Score -1387427 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1387478.250000 Penalty: 4657.767578
	Iteration 11Q: 3 clusters Score -1387478 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1387511.375000 Penalty: 4657.767578
	Iteration 12Q: 3 clusters Score -1387511 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1387535.875000 Penalty: 4657.767578
	Iteration 13Q: 3 clusters Score -1387536 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1387557.875000 Penalty: 4657.767578
	Iteration 14Q: 3 clusters Score -1387558 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1387583.875000 Penalty: 4657.767578
	Iteration 15Q: 3 clusters Score -1387584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1387601.875000 Penalty: 4657.767578
	Iteration 16Q: 3 clusters Score -1387602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1387626.250000 Penalty: 4657.767578
	Iteration 17Q: 3 clusters Score -1387626 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1387638.375000 Penalty: 4657.767578
	Iteration 18Q: 3 clusters Score -1387638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1387650.500000 Penalty: 4657.767578
	Iteration 19Q: 3 clusters Score -1387650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1387661.875000 Penalty: 4657.767578
	Iteration 20F: 3 clusters Score -1387662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1387672.500000 Penalty: 4657.767578
	Iteration 21Q: 3 clusters Score -1387672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1387689.875000 Penalty: 4657.767578
	Iteration 22Q: 3 clusters Score -1387690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1387697.000000 Penalty: 4657.767578
	Iteration 23Q: 3 clusters Score -1387697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1387709.750000 Penalty: 4657.767578
	Iteration 24Q: 3 clusters Score -1387710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1387726.250000 Penalty: 4657.767578
	Iteration 25Q: 3 clusters Score -1387726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1387742.250000 Penalty: 4657.767578
	Iteration 26Q: 3 clusters Score -1387742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1387754.125000 Penalty: 4657.767578
	Iteration 27Q: 3 clusters Score -1387754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1387767.375000 Penalty: 4657.767578
	Iteration 28Q: 3 clusters Score -1387767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1387778.000000 Penalty: 4657.767578
	Iteration 29Q: 3 clusters Score -1387778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1387790.875000 Penalty: 4657.767578
	Iteration 30Q: 3 clusters Score -1387791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1387807.250000 Penalty: 4657.767578
	Iteration 31Q: 3 clusters Score -1387807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1387812.375000 Penalty: 4657.767578
	Iteration 32Q: 3 clusters Score -1387812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1387822.750000 Penalty: 4657.767578
	Iteration 33Q: 3 clusters Score -1387823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1387832.000000 Penalty: 4657.767578
	Iteration 34Q: 3 clusters Score -1387832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1387835.625000 Penalty: 4657.767578
	Iteration 35Q: 3 clusters Score -1387836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1387849.750000 Penalty: 4657.767578
	Iteration 36Q: 3 clusters Score -1387850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1387857.375000 Penalty: 4657.767578
	Iteration 37Q: 3 clusters Score -1387857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1387875.500000 Penalty: 4657.767578
	Iteration 38Q: 3 clusters Score -1387876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1387890.625000 Penalty: 4657.767578
	Iteration 39Q: 3 clusters Score -1387891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1387904.500000 Penalty: 4657.767578
	Iteration 40F: 3 clusters Score -1387904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1387909.500000 Penalty: 4657.767578
	Iteration 41Q: 3 clusters Score -1387910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1387919.875000 Penalty: 4657.767578
	Iteration 42Q: 3 clusters Score -1387920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1387928.000000 Penalty: 4657.767578
	Iteration 43Q: 3 clusters Score -1387928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1387938.625000 Penalty: 4657.767578
	Iteration 44Q: 3 clusters Score -1387939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1387946.250000 Penalty: 4657.767578
	Iteration 45Q: 3 clusters Score -1387946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1387957.750000 Penalty: 4657.767578
	Iteration 46Q: 3 clusters Score -1387958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1387978.125000 Penalty: 4657.767578
	Iteration 47Q: 3 clusters Score -1387978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1387994.125000 Penalty: 4657.767578
	Iteration 48Q: 3 clusters Score -1387994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1388003.125000 Penalty: 4657.767578
	Iteration 49Q: 3 clusters Score -1388003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1388009.500000 Penalty: 4657.767578
	Iteration 50Q: 3 clusters Score -1388010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1388022.000000 Penalty: 4657.767578
	Iteration 51Q: 3 clusters Score -1388022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1388037.500000 Penalty: 4657.767578
	Iteration 52Q: 3 clusters Score -1388038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1388063.500000 Penalty: 4657.767578
	Iteration 53Q: 3 clusters Score -1388064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1388068.000000 Penalty: 4657.767578
	Iteration 54Q: 3 clusters Score -1388068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1388078.125000 Penalty: 4657.767578
	Iteration 55Q: 3 clusters Score -1388078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1388084.375000 Penalty: 4657.767578
	Iteration 56Q: 3 clusters Score -1388084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1388091.750000 Penalty: 4657.767578
	Iteration 57Q: 3 clusters Score -1388092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1388095.000000 Penalty: 4657.767578
	Iteration 58Q: 3 clusters Score -1388095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1388096.375000 Penalty: 4657.767578
	Iteration 59Q: 3 clusters Score -1388096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1388103.750000 Penalty: 4657.767578
	Iteration 60F: 3 clusters Score -1388104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1388110.250000 Penalty: 4657.767578
	Iteration 61Q: 3 clusters Score -1388110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1388114.000000 Penalty: 4657.767578
	Iteration 62Q: 3 clusters Score -1388114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1388118.250000 Penalty: 4657.767578
	Iteration 63Q: 3 clusters Score -1388118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1388124.000000 Penalty: 4657.767578
	Iteration 64Q: 3 clusters Score -1388124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1388125.750000 Penalty: 4657.767578
	Iteration 65Q: 3 clusters Score -1388126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1388130.125000 Penalty: 4657.767578
	Iteration 66Q: 3 clusters Score -1388130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1388138.750000 Penalty: 4657.767578
	Iteration 67Q: 3 clusters Score -1388139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1388142.125000 Penalty: 4657.767578
	Iteration 68Q: 3 clusters Score -1388142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1388143.750000 Penalty: 4657.767578
	Iteration 69Q: 3 clusters Score -1388144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1388149.125000 Penalty: 4657.767578
	Iteration 70Q: 3 clusters Score -1388149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1388145.875000 Penalty: 4657.767578
	Iteration 71Q: 3 clusters Score -1388146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1388148.375000 Penalty: 4657.767578
	Iteration 72Q: 3 clusters Score -1388148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1388146.750000 Penalty: 4657.767578
	Iteration 73Q: 3 clusters Score -1388147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1388155.375000 Penalty: 4657.767578
	Iteration 74Q: 3 clusters Score -1388155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1388155.500000 Penalty: 4657.767578
	Iteration 75Q: 3 clusters Score -1388156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1388158.500000 Penalty: 4657.767578
	Iteration 76Q: 3 clusters Score -1388158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1388164.250000 Penalty: 4657.767578
	Iteration 77Q: 3 clusters Score -1388164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1388169.500000 Penalty: 4657.767578
	Iteration 78Q: 3 clusters Score -1388170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1388172.750000 Penalty: 4657.767578
	Iteration 79Q: 3 clusters Score -1388173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1388174.500000 Penalty: 4657.767578
	Iteration 80F: 3 clusters Score -1388174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1388171.125000 Penalty: 4657.767578
	Iteration 81Q: 3 clusters Score -1388171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1388172.625000 Penalty: 4657.767578
	Iteration 82Q: 3 clusters Score -1388173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1388171.750000 Penalty: 4657.767578
	Iteration 83Q: 3 clusters Score -1388172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1388172.750000 Penalty: 4657.767578
	Iteration 84Q: 3 clusters Score -1388173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1388172.625000 Penalty: 4657.767578
	Iteration 85Q: 3 clusters Score -1388173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1388175.875000 Penalty: 4657.767578
	Iteration 86Q: 3 clusters Score -1388176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1388175.875000 Penalty: 4657.767578
	Iteration 87F: 3 clusters Score -1388176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -399656.781250 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -399656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -396588.125000 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -396588.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -398630.562500 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -398630.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -399491.375000 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -399491.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -400168.312500 Penalty: 3952.114746
	Iteration 3F: 3 clusters Score -400168.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -400688.625000 Penalty: 3952.114746
	Iteration 4F: 3 clusters Score -400688.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -401233.031250 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -401233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -401973.343750 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -401973.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -402631.562500 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -402631.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -402812.812500 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -402812.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -402957.843750 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -402957.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -403051.468750 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -403051.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -403087.250000 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -403087.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -403103.718750 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -403103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -403109.812500 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -403109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -403118.906250 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -403118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -403122.781250 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -403122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -403126.843750 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -403126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -403129.406250 Penalty: 3952.114746
	Iteration 17F: 3 clusters Score -403129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -403131.500000 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -403131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -403131.500000 Penalty: 3952.114746
	Iteration 19F: 3 clusters Score -403131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 9146 members 
Mstep: Class 35 contains 624 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 602 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 553 members 
Mstep: Class 60 contains 4224 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Mstep: Class 66 contains 637 members 
Mstep: Class 67 contains 1685 members 
Mstep: Class 68 contains 5433 members 
Mstep: Class 69 contains 187 members 
Mstep: Class 70 contains 1786 members 
Mstep: Class 71 contains 2318 members 
Mstep: Class 72 contains 2334 members 
Entering Unmasked Estep 
Score: -133756664.000000 Penalty: 249617.703125
Splitting cluster 59 changes total score from -133752688.000000 to -133756664.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 60 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -593016.937500 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -593016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -589053.312500 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -589053.3 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -590929.875000 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -590929.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -592067.562500 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -592067.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -592814.812500 Penalty: 4140.874512
	Iteration 3F: 3 clusters Score -592814.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -593094.687500 Penalty: 4140.874512
	Iteration 4F: 3 clusters Score -593094.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -593206.375000 Penalty: 4140.874512
	Iteration 5Q: 3 clusters Score -593206.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -593267.625000 Penalty: 4140.874512
	Iteration 6Q: 3 clusters Score -593267.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -593302.312500 Penalty: 4140.874512
	Iteration 7Q: 3 clusters Score -593302.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -593331.687500 Penalty: 4140.874512
	Iteration 8Q: 3 clusters Score -593331.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -593347.562500 Penalty: 4140.874512
	Iteration 9Q: 3 clusters Score -593347.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -593356.625000 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -593356.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -593367.750000 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -593367.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -593381.500000 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -593381.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -593393.937500 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -593393.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -593405.750000 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -593405.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -593415.375000 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -593415.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -593422.937500 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -593422.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -593430.000000 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -593430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -593438.375000 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -593438.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -593447.812500 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -593447.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -593458.562500 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -593458.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -593464.937500 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -593464.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -593483.250000 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -593483.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -593525.062500 Penalty: 4140.874512
	Iteration 23Q: 3 clusters Score -593525.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -593572.000000 Penalty: 4140.874512
	Iteration 24Q: 3 clusters Score -593572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -593613.312500 Penalty: 4140.874512
	Iteration 25Q: 3 clusters Score -593613.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -593658.375000 Penalty: 4140.874512
	Iteration 26Q: 3 clusters Score -593658.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -593721.562500 Penalty: 4140.874512
	Iteration 27Q: 3 clusters Score -593721.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -593851.812500 Penalty: 4140.874512
	Iteration 28Q: 3 clusters Score -593851.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -594079.000000 Penalty: 4140.874512
	Iteration 29Q: 3 clusters Score -594079 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -594228.375000 Penalty: 4140.874512
	Iteration 30Q: 3 clusters Score -594228.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -594297.312500 Penalty: 4140.874512
	Iteration 31Q: 3 clusters Score -594297.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -594343.437500 Penalty: 4140.874512
	Iteration 32Q: 3 clusters Score -594343.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -594385.375000 Penalty: 4140.874512
	Iteration 33Q: 3 clusters Score -594385.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -594413.500000 Penalty: 4140.874512
	Iteration 34Q: 3 clusters Score -594413.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -594436.000000 Penalty: 4140.874512
	Iteration 35Q: 3 clusters Score -594436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -594444.500000 Penalty: 4140.874512
	Iteration 36Q: 3 clusters Score -594444.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -594453.312500 Penalty: 4140.874512
	Iteration 37Q: 3 clusters Score -594453.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -594458.625000 Penalty: 4140.874512
	Iteration 38Q: 3 clusters Score -594458.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -594465.375000 Penalty: 4140.874512
	Iteration 39Q: 3 clusters Score -594465.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -594491.562500 Penalty: 4140.874512
	Iteration 40F: 3 clusters Score -594491.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -594679.625000 Penalty: 4140.874512
	Iteration 41Q: 3 clusters Score -594679.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -594850.750000 Penalty: 4140.874512
	Iteration 42Q: 3 clusters Score -594850.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -594889.375000 Penalty: 4140.874512
	Iteration 43Q: 3 clusters Score -594889.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -594908.937500 Penalty: 4140.874512
	Iteration 44Q: 3 clusters Score -594908.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -594924.750000 Penalty: 4140.874512
	Iteration 45Q: 3 clusters Score -594924.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -594930.875000 Penalty: 4140.874512
	Iteration 46Q: 3 clusters Score -594930.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -594934.562500 Penalty: 4140.874512
	Iteration 47Q: 3 clusters Score -594934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -594937.937500 Penalty: 4140.874512
	Iteration 48Q: 3 clusters Score -594937.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -594947.312500 Penalty: 4140.874512
	Iteration 49Q: 3 clusters Score -594947.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -594953.187500 Penalty: 4140.874512
	Iteration 50Q: 3 clusters Score -594953.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -594960.625000 Penalty: 4140.874512
	Iteration 51Q: 3 clusters Score -594960.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -594966.812500 Penalty: 4140.874512
	Iteration 52Q: 3 clusters Score -594966.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -594971.875000 Penalty: 4140.874512
	Iteration 53Q: 3 clusters Score -594971.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -594977.687500 Penalty: 4140.874512
	Iteration 54Q: 3 clusters Score -594977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -594977.562500 Penalty: 4140.874512
	Iteration 55Q: 3 clusters Score -594977.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -594978.687500 Penalty: 4140.874512
	Iteration 56Q: 3 clusters Score -594978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -594977.812500 Penalty: 4140.874512
	Iteration 57Q: 3 clusters Score -594977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -594979.062500 Penalty: 4140.874512
	Iteration 58Q: 3 clusters Score -594979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -594979.062500 Penalty: 4140.874512
	Iteration 59F: 3 clusters Score -594979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 9146 members 
Mstep: Class 35 contains 624 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 602 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 553 members 
Mstep: Class 60 contains 2034 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Mstep: Class 66 contains 637 members 
Mstep: Class 67 contains 1685 members 
Mstep: Class 68 contains 5433 members 
Mstep: Class 69 contains 187 members 
Mstep: Class 70 contains 1786 members 
Mstep: Class 71 contains 2318 members 
Mstep: Class 72 contains 2334 members 
Mstep: Class 73 contains 2190 members 
Entering Unmasked Estep 
Score: -133757464.000000 Penalty: 253084.625000
Splitting cluster 60 changes total score from -133752688.000000 to -133757464.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 61 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -416770.687500 Penalty: 2028.302368
	Iteration 0F: 2 clusters Score -416770.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -413123.781250 Penalty: 4056.604736
	Iteration 0F: 3 clusters Score -413123.8 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -413839.500000 Penalty: 4056.604736
	Iteration 1F: 3 clusters Score -413839.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -414009.250000 Penalty: 4056.604736
	Iteration 2F: 3 clusters Score -414009.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -414108.468750 Penalty: 4056.604736
	Iteration 3Q: 3 clusters Score -414108.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -414183.062500 Penalty: 4056.604736
	Iteration 4Q: 3 clusters Score -414183.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -414253.093750 Penalty: 4056.604736
	Iteration 5Q: 3 clusters Score -414253.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -414324.093750 Penalty: 4056.604736
	Iteration 6Q: 3 clusters Score -414324.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -414400.781250 Penalty: 4056.604736
	Iteration 7Q: 3 clusters Score -414400.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -414480.812500 Penalty: 4056.604736
	Iteration 8Q: 3 clusters Score -414480.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -414556.437500 Penalty: 4056.604736
	Iteration 9Q: 3 clusters Score -414556.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -414625.718750 Penalty: 4056.604736
	Iteration 10Q: 3 clusters Score -414625.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -414692.906250 Penalty: 4056.604736
	Iteration 11Q: 3 clusters Score -414692.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -414750.250000 Penalty: 4056.604736
	Iteration 12Q: 3 clusters Score -414750.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -414819.750000 Penalty: 4056.604736
	Iteration 13Q: 3 clusters Score -414819.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -414884.500000 Penalty: 4056.604736
	Iteration 14Q: 3 clusters Score -414884.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -414932.125000 Penalty: 4056.604736
	Iteration 15Q: 3 clusters Score -414932.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -414977.000000 Penalty: 4056.604736
	Iteration 16Q: 3 clusters Score -414977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -415009.750000 Penalty: 4056.604736
	Iteration 17Q: 3 clusters Score -415009.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -415042.875000 Penalty: 4056.604736
	Iteration 18Q: 3 clusters Score -415042.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -415067.906250 Penalty: 4056.604736
	Iteration 19Q: 3 clusters Score -415067.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -415082.437500 Penalty: 4056.604736
	Iteration 20F: 3 clusters Score -415082.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -415091.062500 Penalty: 4056.604736
	Iteration 21Q: 3 clusters Score -415091.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -415101.531250 Penalty: 4056.604736
	Iteration 22Q: 3 clusters Score -415101.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -415111.625000 Penalty: 4056.604736
	Iteration 23Q: 3 clusters Score -415111.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -415117.812500 Penalty: 4056.604736
	Iteration 24Q: 3 clusters Score -415117.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -415121.812500 Penalty: 4056.604736
	Iteration 25Q: 3 clusters Score -415121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -415124.250000 Penalty: 4056.604736
	Iteration 26Q: 3 clusters Score -415124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -415126.156250 Penalty: 4056.604736
	Iteration 27Q: 3 clusters Score -415126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -415128.656250 Penalty: 4056.604736
	Iteration 28Q: 3 clusters Score -415128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -415131.875000 Penalty: 4056.604736
	Iteration 29Q: 3 clusters Score -415131.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -415137.406250 Penalty: 4056.604736
	Iteration 30Q: 3 clusters Score -415137.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -415141.593750 Penalty: 4056.604736
	Iteration 31Q: 3 clusters Score -415141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -415148.062500 Penalty: 4056.604736
	Iteration 32Q: 3 clusters Score -415148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -415150.875000 Penalty: 4056.604736
	Iteration 33Q: 3 clusters Score -415150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -415152.250000 Penalty: 4056.604736
	Iteration 34Q: 3 clusters Score -415152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -415155.000000 Penalty: 4056.604736
	Iteration 35Q: 3 clusters Score -415155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -415157.312500 Penalty: 4056.604736
	Iteration 36Q: 3 clusters Score -415157.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -415160.156250 Penalty: 4056.604736
	Iteration 37Q: 3 clusters Score -415160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -415161.375000 Penalty: 4056.604736
	Iteration 38Q: 3 clusters Score -415161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -415161.875000 Penalty: 4056.604736
	Iteration 39Q: 3 clusters Score -415161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -415161.718750 Penalty: 4056.604736
	Iteration 40F: 3 clusters Score -415161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -415162.750000 Penalty: 4056.604736
	Iteration 41Q: 3 clusters Score -415162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -415163.312500 Penalty: 4056.604736
	Iteration 42Q: 3 clusters Score -415163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -415164.031250 Penalty: 4056.604736
	Iteration 43Q: 3 clusters Score -415164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -415163.812500 Penalty: 4056.604736
	Iteration 44Q: 3 clusters Score -415163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -415164.593750 Penalty: 4056.604736
	Iteration 45Q: 3 clusters Score -415164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -415164.875000 Penalty: 4056.604736
	Iteration 46Q: 3 clusters Score -415164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -415165.812500 Penalty: 4056.604736
	Iteration 47Q: 3 clusters Score -415165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -415166.312500 Penalty: 4056.604736
	Iteration 48Q: 3 clusters Score -415166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -415166.593750 Penalty: 4056.604736
	Iteration 49Q: 3 clusters Score -415166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -415167.062500 Penalty: 4056.604736
	Iteration 50Q: 3 clusters Score -415167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -415167.062500 Penalty: 4056.604736
	Iteration 51F: 3 clusters Score -415167.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Entering Unmasked Estep 
Score: -959406.125000 Penalty: 2240.096680
	Iteration 0F: 2 clusters Score -959406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -952707.875000 Penalty: 4480.193359
	Iteration 0F: 3 clusters Score -952707.9 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -954588.875000 Penalty: 4480.193359
	Iteration 1F: 3 clusters Score -954588.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -954941.500000 Penalty: 4480.193359
	Iteration 2F: 3 clusters Score -954941.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -955259.375000 Penalty: 4480.193359
	Iteration 3F: 3 clusters Score -955259.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -955581.250000 Penalty: 4480.193359
	Iteration 4F: 3 clusters Score -955581.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -955875.812500 Penalty: 4480.193359
	Iteration 5F: 3 clusters Score -955875.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -956116.812500 Penalty: 4480.193359
	Iteration 6Q: 3 clusters Score -956116.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -956320.375000 Penalty: 4480.193359
	Iteration 7Q: 3 clusters Score -956320.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -956507.000000 Penalty: 4480.193359
	Iteration 8Q: 3 clusters Score -956507 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -956695.875000 Penalty: 4480.193359
	Iteration 9Q: 3 clusters Score -956695.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -956856.562500 Penalty: 4480.193359
	Iteration 10Q: 3 clusters Score -956856.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -957029.750000 Penalty: 4480.193359
	Iteration 11Q: 3 clusters Score -957029.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -957224.187500 Penalty: 4480.193359
	Iteration 12Q: 3 clusters Score -957224.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -957436.500000 Penalty: 4480.193359
	Iteration 13Q: 3 clusters Score -957436.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -957650.250000 Penalty: 4480.193359
	Iteration 14Q: 3 clusters Score -957650.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -957802.437500 Penalty: 4480.193359
	Iteration 15Q: 3 clusters Score -957802.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -957906.125000 Penalty: 4480.193359
	Iteration 16Q: 3 clusters Score -957906.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -957969.812500 Penalty: 4480.193359
	Iteration 17Q: 3 clusters Score -957969.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -958009.562500 Penalty: 4480.193359
	Iteration 18Q: 3 clusters Score -958009.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -958042.437500 Penalty: 4480.193359
	Iteration 19Q: 3 clusters Score -958042.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -958061.687500 Penalty: 4480.193359
	Iteration 20F: 3 clusters Score -958061.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -958071.000000 Penalty: 4480.193359
	Iteration 21Q: 3 clusters Score -958071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -958078.562500 Penalty: 4480.193359
	Iteration 22Q: 3 clusters Score -958078.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -958088.625000 Penalty: 4480.193359
	Iteration 23Q: 3 clusters Score -958088.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -958095.062500 Penalty: 4480.193359
	Iteration 24Q: 3 clusters Score -958095.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -958101.875000 Penalty: 4480.193359
	Iteration 25Q: 3 clusters Score -958101.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -958106.000000 Penalty: 4480.193359
	Iteration 26Q: 3 clusters Score -958106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -958110.250000 Penalty: 4480.193359
	Iteration 27Q: 3 clusters Score -958110.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -958110.000000 Penalty: 4480.193359
	Iteration 28Q: 3 clusters Score -958110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -958109.875000 Penalty: 4480.193359
	Iteration 29Q: 3 clusters Score -958109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -958110.437500 Penalty: 4480.193359
	Iteration 30Q: 3 clusters Score -958110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -958110.437500 Penalty: 4480.193359
	Iteration 31F: 3 clusters Score -958110.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -41201.410156 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -41201.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39777.652344 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -39777.65 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40006.078125 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -40006.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40141.070312 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -40141.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40206.582031 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -40206.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40247.445312 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -40247.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40290.503906 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -40290.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40334.789062 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -40334.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40345.562500 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -40345.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40359.562500 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -40359.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40377.453125 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -40377.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40392.332031 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -40392.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40411.480469 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -40411.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40430.613281 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -40430.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40447.859375 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -40447.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40460.882812 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -40460.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40476.113281 Penalty: 3025.758301
	Iteration 15Q: 3 clusters Score -40476.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40497.472656 Penalty: 3025.758301
	Iteration 16Q: 3 clusters Score -40497.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40523.128906 Penalty: 3025.758301
	Iteration 17Q: 3 clusters Score -40523.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40537.832031 Penalty: 3025.758301
	Iteration 18Q: 3 clusters Score -40537.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40549.777344 Penalty: 3025.758301
	Iteration 19Q: 3 clusters Score -40549.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40569.980469 Penalty: 3025.758301
	Iteration 20F: 3 clusters Score -40569.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40581.207031 Penalty: 3025.758301
	Iteration 21Q: 3 clusters Score -40581.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40601.601562 Penalty: 3025.758301
	Iteration 22Q: 3 clusters Score -40601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40603.210938 Penalty: 3025.758301
	Iteration 23Q: 3 clusters Score -40603.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40606.109375 Penalty: 3025.758301
	Iteration 24Q: 3 clusters Score -40606.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40606.109375 Penalty: 3025.758301
	Iteration 25F: 3 clusters Score -40606.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Entering Unmasked Estep 
Score: -759309.437500 Penalty: 2179.722168
	Iteration 0F: 2 clusters Score -759309.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753872.062500 Penalty: 4359.444336
	Iteration 0F: 3 clusters Score -753872.1 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -755172.250000 Penalty: 4359.444336
	Iteration 1F: 3 clusters Score -755172.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -755411.000000 Penalty: 4359.444336
	Iteration 2F: 3 clusters Score -755411 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -755563.187500 Penalty: 4359.444336
	Iteration 3F: 3 clusters Score -755563.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -755675.000000 Penalty: 4359.444336
	Iteration 4Q: 3 clusters Score -755675 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -755773.812500 Penalty: 4359.444336
	Iteration 5Q: 3 clusters Score -755773.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -755863.937500 Penalty: 4359.444336
	Iteration 6Q: 3 clusters Score -755863.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -755936.312500 Penalty: 4359.444336
	Iteration 7Q: 3 clusters Score -755936.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -756017.750000 Penalty: 4359.444336
	Iteration 8Q: 3 clusters Score -756017.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -756110.375000 Penalty: 4359.444336
	Iteration 9Q: 3 clusters Score -756110.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -756246.625000 Penalty: 4359.444336
	Iteration 10Q: 3 clusters Score -756246.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -756382.500000 Penalty: 4359.444336
	Iteration 11Q: 3 clusters Score -756382.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -756533.875000 Penalty: 4359.444336
	Iteration 12Q: 3 clusters Score -756533.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -756656.437500 Penalty: 4359.444336
	Iteration 13Q: 3 clusters Score -756656.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -756770.500000 Penalty: 4359.444336
	Iteration 14Q: 3 clusters Score -756770.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -756878.125000 Penalty: 4359.444336
	Iteration 15Q: 3 clusters Score -756878.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -756985.312500 Penalty: 4359.444336
	Iteration 16Q: 3 clusters Score -756985.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -757108.625000 Penalty: 4359.444336
	Iteration 17Q: 3 clusters Score -757108.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -757241.187500 Penalty: 4359.444336
	Iteration 18Q: 3 clusters Score -757241.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -757394.500000 Penalty: 4359.444336
	Iteration 19Q: 3 clusters Score -757394.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -757554.000000 Penalty: 4359.444336
	Iteration 20F: 3 clusters Score -757554 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -757722.562500 Penalty: 4359.444336
	Iteration 21Q: 3 clusters Score -757722.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -757877.312500 Penalty: 4359.444336
	Iteration 22Q: 3 clusters Score -757877.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -758011.312500 Penalty: 4359.444336
	Iteration 23Q: 3 clusters Score -758011.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -758117.687500 Penalty: 4359.444336
	Iteration 24Q: 3 clusters Score -758117.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -758212.375000 Penalty: 4359.444336
	Iteration 25Q: 3 clusters Score -758212.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -758273.000000 Penalty: 4359.444336
	Iteration 26Q: 3 clusters Score -758273 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -758317.812500 Penalty: 4359.444336
	Iteration 27Q: 3 clusters Score -758317.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -758356.812500 Penalty: 4359.444336
	Iteration 28Q: 3 clusters Score -758356.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -758383.687500 Penalty: 4359.444336
	Iteration 29Q: 3 clusters Score -758383.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -758400.125000 Penalty: 4359.444336
	Iteration 30Q: 3 clusters Score -758400.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -758411.500000 Penalty: 4359.444336
	Iteration 31Q: 3 clusters Score -758411.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -758416.750000 Penalty: 4359.444336
	Iteration 32Q: 3 clusters Score -758416.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -758421.687500 Penalty: 4359.444336
	Iteration 33Q: 3 clusters Score -758421.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -758428.312500 Penalty: 4359.444336
	Iteration 34Q: 3 clusters Score -758428.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -758431.625000 Penalty: 4359.444336
	Iteration 35Q: 3 clusters Score -758431.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -758432.937500 Penalty: 4359.444336
	Iteration 36Q: 3 clusters Score -758432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -758433.312500 Penalty: 4359.444336
	Iteration 37Q: 3 clusters Score -758433.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -758437.937500 Penalty: 4359.444336
	Iteration 38Q: 3 clusters Score -758437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -758438.500000 Penalty: 4359.444336
	Iteration 39Q: 3 clusters Score -758438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -758439.125000 Penalty: 4359.444336
	Iteration 40F: 3 clusters Score -758439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -758440.625000 Penalty: 4359.444336
	Iteration 41Q: 3 clusters Score -758440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -758441.687500 Penalty: 4359.444336
	Iteration 42Q: 3 clusters Score -758441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -758444.187500 Penalty: 4359.444336
	Iteration 43Q: 3 clusters Score -758444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -758444.812500 Penalty: 4359.444336
	Iteration 44Q: 3 clusters Score -758444.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -758445.750000 Penalty: 4359.444336
	Iteration 45Q: 3 clusters Score -758445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -758446.312500 Penalty: 4359.444336
	Iteration 46Q: 3 clusters Score -758446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -758447.750000 Penalty: 4359.444336
	Iteration 47Q: 3 clusters Score -758447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -758448.187500 Penalty: 4359.444336
	Iteration 48Q: 3 clusters Score -758448.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -758448.562500 Penalty: 4359.444336
	Iteration 49Q: 3 clusters Score -758448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -758448.937500 Penalty: 4359.444336
	Iteration 50Q: 3 clusters Score -758448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -758449.250000 Penalty: 4359.444336
	Iteration 51Q: 3 clusters Score -758449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -758452.500000 Penalty: 4359.444336
	Iteration 52Q: 3 clusters Score -758452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -758451.375000 Penalty: 4359.444336
	Iteration 53Q: 3 clusters Score -758451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -758451.250000 Penalty: 4359.444336
	Iteration 54Q: 3 clusters Score -758451.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -758451.250000 Penalty: 4359.444336
	Iteration 55F: 3 clusters Score -758451.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -245163.359375 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -245163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -242450.968750 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -242451 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -242930.750000 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -242930.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -243045.578125 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -243045.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -243108.484375 Penalty: 3812.108887
	Iteration 3Q: 3 clusters Score -243108.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -243142.250000 Penalty: 3812.108887
	Iteration 4Q: 3 clusters Score -243142.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -243155.265625 Penalty: 3812.108887
	Iteration 5Q: 3 clusters Score -243155.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -243167.125000 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -243167.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -243180.156250 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -243180.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -243187.250000 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -243187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -243189.875000 Penalty: 3812.108887
	Iteration 9Q: 3 clusters Score -243189.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -243193.218750 Penalty: 3812.108887
	Iteration 10Q: 3 clusters Score -243193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -243195.828125 Penalty: 3812.108887
	Iteration 11Q: 3 clusters Score -243195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -243198.781250 Penalty: 3812.108887
	Iteration 12Q: 3 clusters Score -243198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -243199.328125 Penalty: 3812.108887
	Iteration 13Q: 3 clusters Score -243199.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -243199.328125 Penalty: 3812.108887
	Iteration 14F: 3 clusters Score -243199.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 56003 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 175169 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49830 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 17033 members 
Mstep: Class 25 contains 21842 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 84987 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103120 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 9146 members 
Mstep: Class 35 contains 624 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4687 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6145 members 
Mstep: Class 50 contains 189572 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2309 members 
Mstep: Class 53 contains 602 members 
Mstep: Class 54 contains 28623 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 7034 members 
Mstep: Class 57 contains 12031 members 
Mstep: Class 58 contains 11976 members 
Mstep: Class 59 contains 553 members 
Mstep: Class 60 contains 2034 members 
Mstep: Class 61 contains 3564 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758840.000000 Penalty: 253084.625000
Iteration 159Q: 74 clusters Score -1.337588e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 44684 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 55727 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175166 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16205 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30604 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23865 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 49812 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 27977 members 
Mstep: Class 21 contains 10802 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 17031 members 
Mstep: Class 25 contains 21906 members 
Mstep: Class 26 contains 19154 members 
Mstep: Class 27 contains 8568 members 
Mstep: Class 28 contains 84925 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103119 members 
Mstep: Class 31 contains 8653 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 10205 members 
Mstep: Class 34 contains 9172 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 1782 members 
Mstep: Class 37 contains 14678 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 316 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6203 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24780 members 
Mstep: Class 44 contains 961 members 
Mstep: Class 45 contains 5355 members 
Mstep: Class 46 contains 4686 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5564 members 
Mstep: Class 49 contains 6147 members 
Mstep: Class 50 contains 189575 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2311 members 
Mstep: Class 53 contains 616 members 
Mstep: Class 54 contains 28626 members 
Mstep: Class 55 contains 4722 members 
Mstep: Class 56 contains 7022 members 
Mstep: Class 57 contains 12046 members 
Mstep: Class 58 contains 11965 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2043 members 
Mstep: Class 61 contains 3592 members 
Mstep: Class 62 contains 8383 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6562 members 
Mstep: Class 65 contains 2183 members 
Mstep: Class 66 contains 608 members 
Mstep: Class 67 contains 1679 members 
Mstep: Class 68 contains 5310 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1713 members 
Mstep: Class 71 contains 2284 members 
Mstep: Class 72 contains 2335 members 
Mstep: Class 73 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760264.000000 Penalty: 253084.625000
Iteration 160F: 74 clusters Score -1.337603e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 518 members 
Mstep: Class 4 contains 44599 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 55462 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175171 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16203 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6952 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30997 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23915 members 
Mstep: Class 17 contains 10113 members 
Mstep: Class 18 contains 49785 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 27913 members 
Mstep: Class 21 contains 10800 members 
Mstep: Class 22 contains 6427 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 21937 members 
Mstep: Class 26 contains 19124 members 
Mstep: Class 27 contains 8581 members 
Mstep: Class 28 contains 84853 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103129 members 
Mstep: Class 31 contains 8654 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 10191 members 
Mstep: Class 34 contains 9190 members 
Mstep: Class 35 contains 661 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 14736 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6177 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24780 members 
Mstep: Class 44 contains 927 members 
Mstep: Class 45 contains 5355 members 
Mstep: Class 46 contains 4685 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6148 members 
Mstep: Class 50 contains 189592 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2313 members 
Mstep: Class 53 contains 626 members 
Mstep: Class 54 contains 28620 members 
Mstep: Class 55 contains 4720 members 
Mstep: Class 56 contains 7000 members 
Mstep: Class 57 contains 12069 members 
Mstep: Class 58 contains 11951 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2035 members 
Mstep: Class 61 contains 3610 members 
Mstep: Class 62 contains 8393 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6562 members 
Mstep: Class 65 contains 2187 members 
Mstep: Class 66 contains 623 members 
Mstep: Class 67 contains 1674 members 
Mstep: Class 68 contains 5358 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1627 members 
Mstep: Class 71 contains 2297 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761528.000000 Penalty: 253084.625000
Iteration 161Q: 74 clusters Score -1.337615e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 44500 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 55228 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175167 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16202 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6937 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 31369 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 23959 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 18 contains 49765 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 27863 members 
Mstep: Class 21 contains 10800 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 17015 members 
Mstep: Class 25 contains 21946 members 
Mstep: Class 26 contains 19106 members 
Mstep: Class 27 contains 8593 members 
Mstep: Class 28 contains 84783 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103159 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 10175 members 
Mstep: Class 34 contains 9197 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 1758 members 
Mstep: Class 37 contains 14797 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 312 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6174 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24783 members 
Mstep: Class 44 contains 924 members 
Mstep: Class 45 contains 5357 members 
Mstep: Class 46 contains 4685 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5565 members 
Mstep: Class 49 contains 6147 members 
Mstep: Class 50 contains 189581 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2313 members 
Mstep: Class 53 contains 632 members 
Mstep: Class 54 contains 28605 members 
Mstep: Class 55 contains 4719 members 
Mstep: Class 56 contains 6983 members 
Mstep: Class 57 contains 12093 members 
Mstep: Class 58 contains 11933 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2038 members 
Mstep: Class 61 contains 3636 members 
Mstep: Class 62 contains 8399 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 2198 members 
Mstep: Class 66 contains 629 members 
Mstep: Class 67 contains 1669 members 
Mstep: Class 68 contains 5388 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1551 members 
Mstep: Class 71 contains 2308 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762408.000000 Penalty: 253084.625000
Iteration 162Q: 74 clusters Score -1.337624e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 1149 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 44407 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 55013 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175166 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16200 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6931 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 31721 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 23982 members 
Mstep: Class 17 contains 10108 members 
Mstep: Class 18 contains 49724 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 27826 members 
Mstep: Class 21 contains 10802 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 17005 members 
Mstep: Class 25 contains 21945 members 
Mstep: Class 26 contains 19089 members 
Mstep: Class 27 contains 8604 members 
Mstep: Class 28 contains 84713 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103186 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 2358 members 
Mstep: Class 33 contains 10163 members 
Mstep: Class 34 contains 9210 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 1743 members 
Mstep: Class 37 contains 14840 members 
Mstep: Class 38 contains 3132 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6180 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24775 members 
Mstep: Class 44 contains 929 members 
Mstep: Class 45 contains 5358 members 
Mstep: Class 46 contains 4682 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6149 members 
Mstep: Class 50 contains 189588 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2313 members 
Mstep: Class 53 contains 633 members 
Mstep: Class 54 contains 28596 members 
Mstep: Class 55 contains 4720 members 
Mstep: Class 56 contains 6973 members 
Mstep: Class 57 contains 12115 members 
Mstep: Class 58 contains 11912 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2041 members 
Mstep: Class 61 contains 3660 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 446 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 2207 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1665 members 
Mstep: Class 68 contains 5409 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1529 members 
Mstep: Class 71 contains 2318 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762336.000000 Penalty: 253084.625000
Iteration 163Q: 74 clusters Score -1.337623e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 44325 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 54827 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175172 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16197 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6923 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 32026 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24012 members 
Mstep: Class 17 contains 10106 members 
Mstep: Class 18 contains 49701 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 27787 members 
Mstep: Class 21 contains 10800 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 21945 members 
Mstep: Class 26 contains 19078 members 
Mstep: Class 27 contains 8617 members 
Mstep: Class 28 contains 84652 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103211 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10152 members 
Mstep: Class 34 contains 9231 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 1734 members 
Mstep: Class 37 contains 14874 members 
Mstep: Class 38 contains 3132 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6184 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24770 members 
Mstep: Class 44 contains 930 members 
Mstep: Class 45 contains 5357 members 
Mstep: Class 46 contains 4680 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6153 members 
Mstep: Class 50 contains 189581 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2313 members 
Mstep: Class 53 contains 635 members 
Mstep: Class 54 contains 28589 members 
Mstep: Class 55 contains 4719 members 
Mstep: Class 56 contains 6966 members 
Mstep: Class 57 contains 12130 members 
Mstep: Class 58 contains 11886 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2044 members 
Mstep: Class 61 contains 3689 members 
Mstep: Class 62 contains 8434 members 
Mstep: Class 63 contains 447 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 2213 members 
Mstep: Class 66 contains 638 members 
Mstep: Class 67 contains 1660 members 
Mstep: Class 68 contains 5418 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2335 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762848.000000 Penalty: 253084.625000
Iteration 164Q: 74 clusters Score -1.337628e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 44254 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 54645 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175177 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16196 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6921 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 32313 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24023 members 
Mstep: Class 17 contains 10105 members 
Mstep: Class 18 contains 49667 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 27754 members 
Mstep: Class 21 contains 10803 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16999 members 
Mstep: Class 25 contains 21945 members 
Mstep: Class 26 contains 19070 members 
Mstep: Class 27 contains 8627 members 
Mstep: Class 28 contains 84597 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103241 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10140 members 
Mstep: Class 34 contains 9251 members 
Mstep: Class 35 contains 679 members 
Mstep: Class 36 contains 1731 members 
Mstep: Class 37 contains 14911 members 
Mstep: Class 38 contains 3132 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6186 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24772 members 
Mstep: Class 44 contains 931 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4678 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5567 members 
Mstep: Class 49 contains 6155 members 
Mstep: Class 50 contains 189574 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2314 members 
Mstep: Class 53 contains 637 members 
Mstep: Class 54 contains 28591 members 
Mstep: Class 55 contains 4718 members 
Mstep: Class 56 contains 6952 members 
Mstep: Class 57 contains 12139 members 
Mstep: Class 58 contains 11869 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2043 members 
Mstep: Class 61 contains 3714 members 
Mstep: Class 62 contains 8444 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 2219 members 
Mstep: Class 66 contains 642 members 
Mstep: Class 67 contains 1652 members 
Mstep: Class 68 contains 5430 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1532 members 
Mstep: Class 71 contains 2348 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762968.000000 Penalty: 253084.625000
Iteration 165Q: 74 clusters Score -1.33763e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 44180 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 54457 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175187 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16195 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6917 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 32584 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24029 members 
Mstep: Class 17 contains 10108 members 
Mstep: Class 18 contains 49627 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 27723 members 
Mstep: Class 21 contains 10806 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16997 members 
Mstep: Class 25 contains 21941 members 
Mstep: Class 26 contains 19063 members 
Mstep: Class 27 contains 8636 members 
Mstep: Class 28 contains 84551 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103278 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10131 members 
Mstep: Class 34 contains 9264 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 1732 members 
Mstep: Class 37 contains 14958 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6194 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24770 members 
Mstep: Class 44 contains 929 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 4673 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5567 members 
Mstep: Class 49 contains 6156 members 
Mstep: Class 50 contains 189567 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2314 members 
Mstep: Class 53 contains 639 members 
Mstep: Class 54 contains 28596 members 
Mstep: Class 55 contains 4717 members 
Mstep: Class 56 contains 6937 members 
Mstep: Class 57 contains 12149 members 
Mstep: Class 58 contains 11856 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2042 members 
Mstep: Class 61 contains 3732 members 
Mstep: Class 62 contains 8461 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 2225 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1641 members 
Mstep: Class 68 contains 5437 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1534 members 
Mstep: Class 71 contains 2362 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763216.000000 Penalty: 253084.625000
Iteration 166Q: 74 clusters Score -1.337632e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 44109 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 54286 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175187 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16193 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6910 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 32845 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24030 members 
Mstep: Class 17 contains 10110 members 
Mstep: Class 18 contains 49591 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 27695 members 
Mstep: Class 21 contains 10806 members 
Mstep: Class 22 contains 6430 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16997 members 
Mstep: Class 25 contains 21937 members 
Mstep: Class 26 contains 19055 members 
Mstep: Class 27 contains 8645 members 
Mstep: Class 28 contains 84497 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103310 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10126 members 
Mstep: Class 34 contains 9279 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 1733 members 
Mstep: Class 37 contains 15017 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6199 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24770 members 
Mstep: Class 44 contains 926 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 4668 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6161 members 
Mstep: Class 50 contains 189560 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2314 members 
Mstep: Class 53 contains 639 members 
Mstep: Class 54 contains 28599 members 
Mstep: Class 55 contains 4717 members 
Mstep: Class 56 contains 6924 members 
Mstep: Class 57 contains 12158 members 
Mstep: Class 58 contains 11845 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2040 members 
Mstep: Class 61 contains 3747 members 
Mstep: Class 62 contains 8471 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 2232 members 
Mstep: Class 66 contains 642 members 
Mstep: Class 67 contains 1630 members 
Mstep: Class 68 contains 5445 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1534 members 
Mstep: Class 71 contains 2373 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763344.000000 Penalty: 253084.625000
Iteration 167Q: 74 clusters Score -1.337633e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 44041 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 54100 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175190 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16189 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6905 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 33121 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24032 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 18 contains 49555 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 27672 members 
Mstep: Class 21 contains 10807 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16995 members 
Mstep: Class 25 contains 21938 members 
Mstep: Class 26 contains 19054 members 
Mstep: Class 27 contains 8652 members 
Mstep: Class 28 contains 84454 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103343 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 2358 members 
Mstep: Class 33 contains 10117 members 
Mstep: Class 34 contains 9297 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 1736 members 
Mstep: Class 37 contains 15076 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6201 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24775 members 
Mstep: Class 44 contains 924 members 
Mstep: Class 45 contains 5351 members 
Mstep: Class 46 contains 4666 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6163 members 
Mstep: Class 50 contains 189552 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2313 members 
Mstep: Class 53 contains 639 members 
Mstep: Class 54 contains 28598 members 
Mstep: Class 55 contains 4717 members 
Mstep: Class 56 contains 6911 members 
Mstep: Class 57 contains 12159 members 
Mstep: Class 58 contains 11836 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2042 members 
Mstep: Class 61 contains 3757 members 
Mstep: Class 62 contains 8479 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 2242 members 
Mstep: Class 66 contains 642 members 
Mstep: Class 67 contains 1620 members 
Mstep: Class 68 contains 5449 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1534 members 
Mstep: Class 71 contains 2383 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763568.000000 Penalty: 253084.625000
Iteration 168Q: 74 clusters Score -1.337636e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43976 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 53945 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175195 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16187 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6901 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 33343 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24046 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 18 contains 49545 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 27634 members 
Mstep: Class 21 contains 10808 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16990 members 
Mstep: Class 25 contains 21941 members 
Mstep: Class 26 contains 19046 members 
Mstep: Class 27 contains 8661 members 
Mstep: Class 28 contains 84424 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103370 members 
Mstep: Class 31 contains 8658 members 
Mstep: Class 32 contains 2358 members 
Mstep: Class 33 contains 10101 members 
Mstep: Class 34 contains 9308 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 1740 members 
Mstep: Class 37 contains 15124 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6201 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5348 members 
Mstep: Class 46 contains 4665 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6167 members 
Mstep: Class 50 contains 189561 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2313 members 
Mstep: Class 53 contains 639 members 
Mstep: Class 54 contains 28591 members 
Mstep: Class 55 contains 4715 members 
Mstep: Class 56 contains 6898 members 
Mstep: Class 57 contains 12164 members 
Mstep: Class 58 contains 11828 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2043 members 
Mstep: Class 61 contains 3768 members 
Mstep: Class 62 contains 8487 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6560 members 
Mstep: Class 65 contains 2258 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1610 members 
Mstep: Class 68 contains 5453 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1533 members 
Mstep: Class 71 contains 2391 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763432.000000 Penalty: 253084.625000
Iteration 169Q: 74 clusters Score -1.337634e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 43922 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 53798 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175192 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 33557 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 18 contains 49527 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 27607 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 22 contains 6430 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16988 members 
Mstep: Class 25 contains 21948 members 
Mstep: Class 26 contains 19041 members 
Mstep: Class 27 contains 8665 members 
Mstep: Class 28 contains 84399 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103396 members 
Mstep: Class 31 contains 8653 members 
Mstep: Class 32 contains 2358 members 
Mstep: Class 33 contains 10083 members 
Mstep: Class 34 contains 9322 members 
Mstep: Class 35 contains 690 members 
Mstep: Class 36 contains 1744 members 
Mstep: Class 37 contains 15160 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6202 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24781 members 
Mstep: Class 44 contains 918 members 
Mstep: Class 45 contains 5347 members 
Mstep: Class 46 contains 4664 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6172 members 
Mstep: Class 50 contains 189565 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2313 members 
Mstep: Class 53 contains 639 members 
Mstep: Class 54 contains 28587 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 6892 members 
Mstep: Class 57 contains 12167 members 
Mstep: Class 58 contains 11821 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2041 members 
Mstep: Class 61 contains 3779 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6559 members 
Mstep: Class 65 contains 2275 members 
Mstep: Class 66 contains 642 members 
Mstep: Class 67 contains 1601 members 
Mstep: Class 68 contains 5458 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1533 members 
Mstep: Class 71 contains 2400 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763312.000000 Penalty: 253084.625000
Iteration 170Q: 74 clusters Score -1.337633e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43865 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 53660 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175194 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6890 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 33751 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 10109 members 
Mstep: Class 18 contains 49507 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 27590 members 
Mstep: Class 21 contains 10812 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16985 members 
Mstep: Class 25 contains 21949 members 
Mstep: Class 26 contains 19031 members 
Mstep: Class 27 contains 8672 members 
Mstep: Class 28 contains 84384 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103414 members 
Mstep: Class 31 contains 8653 members 
Mstep: Class 32 contains 2358 members 
Mstep: Class 33 contains 10063 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 690 members 
Mstep: Class 36 contains 1748 members 
Mstep: Class 37 contains 15202 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6212 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24780 members 
Mstep: Class 44 contains 911 members 
Mstep: Class 45 contains 5345 members 
Mstep: Class 46 contains 4662 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6175 members 
Mstep: Class 50 contains 189567 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2314 members 
Mstep: Class 53 contains 639 members 
Mstep: Class 54 contains 28578 members 
Mstep: Class 55 contains 4712 members 
Mstep: Class 56 contains 6883 members 
Mstep: Class 57 contains 12172 members 
Mstep: Class 58 contains 11817 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2040 members 
Mstep: Class 61 contains 3791 members 
Mstep: Class 62 contains 8502 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6559 members 
Mstep: Class 65 contains 2291 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 5459 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1534 members 
Mstep: Class 71 contains 2408 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763432.000000 Penalty: 253084.625000
Iteration 171Q: 74 clusters Score -1.337634e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 43809 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 53533 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175195 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 33913 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24067 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 49500 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 27588 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16983 members 
Mstep: Class 25 contains 21947 members 
Mstep: Class 26 contains 19026 members 
Mstep: Class 27 contains 8680 members 
Mstep: Class 28 contains 84360 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103435 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 2358 members 
Mstep: Class 33 contains 10051 members 
Mstep: Class 34 contains 9347 members 
Mstep: Class 35 contains 690 members 
Mstep: Class 36 contains 1751 members 
Mstep: Class 37 contains 15229 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6216 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24784 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 5343 members 
Mstep: Class 46 contains 4662 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6179 members 
Mstep: Class 50 contains 189565 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2314 members 
Mstep: Class 53 contains 639 members 
Mstep: Class 54 contains 28581 members 
Mstep: Class 55 contains 4712 members 
Mstep: Class 56 contains 6874 members 
Mstep: Class 57 contains 12176 members 
Mstep: Class 58 contains 11808 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 3806 members 
Mstep: Class 62 contains 8509 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6559 members 
Mstep: Class 65 contains 2307 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1588 members 
Mstep: Class 68 contains 5460 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1535 members 
Mstep: Class 71 contains 2415 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763640.000000 Penalty: 253084.625000
Iteration 172Q: 74 clusters Score -1.337636e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 43744 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 53408 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175189 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 34091 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24071 members 
Mstep: Class 17 contains 10106 members 
Mstep: Class 18 contains 49482 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 27588 members 
Mstep: Class 21 contains 10816 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16983 members 
Mstep: Class 25 contains 21945 members 
Mstep: Class 26 contains 19023 members 
Mstep: Class 27 contains 8692 members 
Mstep: Class 28 contains 84345 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103461 members 
Mstep: Class 31 contains 8648 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10035 members 
Mstep: Class 34 contains 9349 members 
Mstep: Class 35 contains 690 members 
Mstep: Class 36 contains 1755 members 
Mstep: Class 37 contains 15267 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6220 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24778 members 
Mstep: Class 44 contains 903 members 
Mstep: Class 45 contains 5342 members 
Mstep: Class 46 contains 4661 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6179 members 
Mstep: Class 50 contains 189553 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2314 members 
Mstep: Class 53 contains 639 members 
Mstep: Class 54 contains 28593 members 
Mstep: Class 55 contains 4714 members 
Mstep: Class 56 contains 6871 members 
Mstep: Class 57 contains 12179 members 
Mstep: Class 58 contains 11795 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2037 members 
Mstep: Class 61 contains 3819 members 
Mstep: Class 62 contains 8517 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6559 members 
Mstep: Class 65 contains 2324 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1579 members 
Mstep: Class 68 contains 5462 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1535 members 
Mstep: Class 71 contains 2422 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763512.000000 Penalty: 253084.625000
Iteration 173Q: 74 clusters Score -1.337635e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 43697 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 53284 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175189 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6885 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 34264 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24077 members 
Mstep: Class 17 contains 10108 members 
Mstep: Class 18 contains 49460 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 27590 members 
Mstep: Class 21 contains 10817 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16979 members 
Mstep: Class 25 contains 21940 members 
Mstep: Class 26 contains 19018 members 
Mstep: Class 27 contains 8699 members 
Mstep: Class 28 contains 84329 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103477 members 
Mstep: Class 31 contains 8648 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10017 members 
Mstep: Class 34 contains 9351 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1756 members 
Mstep: Class 37 contains 15299 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6221 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24777 members 
Mstep: Class 44 contains 901 members 
Mstep: Class 45 contains 5341 members 
Mstep: Class 46 contains 4661 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6179 members 
Mstep: Class 50 contains 189543 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2314 members 
Mstep: Class 53 contains 639 members 
Mstep: Class 54 contains 28594 members 
Mstep: Class 55 contains 4714 members 
Mstep: Class 56 contains 6869 members 
Mstep: Class 57 contains 12183 members 
Mstep: Class 58 contains 11788 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2037 members 
Mstep: Class 61 contains 3836 members 
Mstep: Class 62 contains 8523 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6559 members 
Mstep: Class 65 contains 2340 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1570 members 
Mstep: Class 68 contains 5463 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1536 members 
Mstep: Class 71 contains 2430 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763600.000000 Penalty: 253084.625000
Iteration 174Q: 74 clusters Score -1.337636e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 4 contains 43658 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 53181 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175191 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16154 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6882 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 34415 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24076 members 
Mstep: Class 17 contains 10108 members 
Mstep: Class 18 contains 49452 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 27578 members 
Mstep: Class 21 contains 10817 members 
Mstep: Class 22 contains 6433 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16979 members 
Mstep: Class 25 contains 21940 members 
Mstep: Class 26 contains 19009 members 
Mstep: Class 27 contains 8705 members 
Mstep: Class 28 contains 84310 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103485 members 
Mstep: Class 31 contains 8647 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9997 members 
Mstep: Class 34 contains 9357 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1758 members 
Mstep: Class 37 contains 15323 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6225 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 900 members 
Mstep: Class 45 contains 5341 members 
Mstep: Class 46 contains 4662 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6182 members 
Mstep: Class 50 contains 189529 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2315 members 
Mstep: Class 53 contains 639 members 
Mstep: Class 54 contains 28590 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 6865 members 
Mstep: Class 57 contains 12188 members 
Mstep: Class 58 contains 11781 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2038 members 
Mstep: Class 61 contains 3860 members 
Mstep: Class 62 contains 8527 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6559 members 
Mstep: Class 65 contains 2358 members 
Mstep: Class 66 contains 644 members 
Mstep: Class 67 contains 1566 members 
Mstep: Class 68 contains 5462 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1534 members 
Mstep: Class 71 contains 2435 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763592.000000 Penalty: 253084.625000
Iteration 175Q: 74 clusters Score -1.337636e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 43622 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 53096 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175195 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16150 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6881 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 34543 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24079 members 
Mstep: Class 17 contains 10106 members 
Mstep: Class 18 contains 49448 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 27562 members 
Mstep: Class 21 contains 10817 members 
Mstep: Class 22 contains 6434 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16979 members 
Mstep: Class 25 contains 21942 members 
Mstep: Class 26 contains 19006 members 
Mstep: Class 27 contains 8709 members 
Mstep: Class 28 contains 84293 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103498 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9976 members 
Mstep: Class 34 contains 9361 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1759 members 
Mstep: Class 37 contains 15345 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6223 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24770 members 
Mstep: Class 44 contains 898 members 
Mstep: Class 45 contains 5340 members 
Mstep: Class 46 contains 4661 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6185 members 
Mstep: Class 50 contains 189522 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2316 members 
Mstep: Class 53 contains 640 members 
Mstep: Class 54 contains 28586 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 6861 members 
Mstep: Class 57 contains 12190 members 
Mstep: Class 58 contains 11777 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 3886 members 
Mstep: Class 62 contains 8527 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6560 members 
Mstep: Class 65 contains 2381 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1561 members 
Mstep: Class 68 contains 5463 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1535 members 
Mstep: Class 71 contains 2439 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763792.000000 Penalty: 253084.625000
Iteration 176Q: 74 clusters Score -1.337638e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43595 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 53033 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175200 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16148 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6881 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 34643 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24083 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 49437 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 27541 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 6434 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16978 members 
Mstep: Class 25 contains 21953 members 
Mstep: Class 26 contains 19000 members 
Mstep: Class 27 contains 8713 members 
Mstep: Class 28 contains 84278 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103511 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9938 members 
Mstep: Class 34 contains 9367 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1760 members 
Mstep: Class 37 contains 15360 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6221 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24771 members 
Mstep: Class 44 contains 898 members 
Mstep: Class 45 contains 5340 members 
Mstep: Class 46 contains 4661 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6188 members 
Mstep: Class 50 contains 189515 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2319 members 
Mstep: Class 53 contains 641 members 
Mstep: Class 54 contains 28572 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 6853 members 
Mstep: Class 57 contains 12192 members 
Mstep: Class 58 contains 11773 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2038 members 
Mstep: Class 61 contains 3911 members 
Mstep: Class 62 contains 8536 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2409 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1555 members 
Mstep: Class 68 contains 5463 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1535 members 
Mstep: Class 71 contains 2447 members 
Mstep: Class 72 contains 2346 members 
Mstep: Class 73 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763952.000000 Penalty: 253084.625000
Iteration 177Q: 74 clusters Score -1.33764e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 43574 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52975 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175202 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 34731 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24086 members 
Mstep: Class 17 contains 10104 members 
Mstep: Class 18 contains 49436 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 27524 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16977 members 
Mstep: Class 25 contains 21948 members 
Mstep: Class 26 contains 18995 members 
Mstep: Class 27 contains 8715 members 
Mstep: Class 28 contains 84258 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103518 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9905 members 
Mstep: Class 34 contains 9375 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1761 members 
Mstep: Class 37 contains 15375 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6224 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24771 members 
Mstep: Class 44 contains 897 members 
Mstep: Class 45 contains 5340 members 
Mstep: Class 46 contains 4659 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6194 members 
Mstep: Class 50 contains 189519 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2321 members 
Mstep: Class 53 contains 641 members 
Mstep: Class 54 contains 28553 members 
Mstep: Class 55 contains 4714 members 
Mstep: Class 56 contains 6847 members 
Mstep: Class 57 contains 12196 members 
Mstep: Class 58 contains 11771 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2038 members 
Mstep: Class 61 contains 3937 members 
Mstep: Class 62 contains 8538 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2445 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1552 members 
Mstep: Class 68 contains 5462 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1535 members 
Mstep: Class 71 contains 2450 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763936.000000 Penalty: 253084.625000
Iteration 178Q: 74 clusters Score -1.337639e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 43556 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52923 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175201 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16141 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6876 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 34808 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24093 members 
Mstep: Class 17 contains 10102 members 
Mstep: Class 18 contains 49429 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 27515 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16977 members 
Mstep: Class 25 contains 21950 members 
Mstep: Class 26 contains 18986 members 
Mstep: Class 27 contains 8718 members 
Mstep: Class 28 contains 84253 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103526 members 
Mstep: Class 31 contains 8649 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 9375 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1761 members 
Mstep: Class 37 contains 15391 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6225 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24770 members 
Mstep: Class 44 contains 897 members 
Mstep: Class 45 contains 5339 members 
Mstep: Class 46 contains 4658 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6198 members 
Mstep: Class 50 contains 189515 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2321 members 
Mstep: Class 53 contains 641 members 
Mstep: Class 54 contains 28540 members 
Mstep: Class 55 contains 4715 members 
Mstep: Class 56 contains 6844 members 
Mstep: Class 57 contains 12196 members 
Mstep: Class 58 contains 11768 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 3954 members 
Mstep: Class 62 contains 8542 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2478 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1549 members 
Mstep: Class 68 contains 5463 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1535 members 
Mstep: Class 71 contains 2455 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763824.000000 Penalty: 253084.625000
Iteration 179Q: 74 clusters Score -1.337638e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43535 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52869 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175198 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16136 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6874 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 34879 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24096 members 
Mstep: Class 17 contains 10102 members 
Mstep: Class 18 contains 49438 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 27510 members 
Mstep: Class 21 contains 10814 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16973 members 
Mstep: Class 25 contains 21956 members 
Mstep: Class 26 contains 18973 members 
Mstep: Class 27 contains 8728 members 
Mstep: Class 28 contains 84250 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103529 members 
Mstep: Class 31 contains 8647 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9849 members 
Mstep: Class 34 contains 9375 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1761 members 
Mstep: Class 37 contains 15399 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6227 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24769 members 
Mstep: Class 44 contains 897 members 
Mstep: Class 45 contains 5339 members 
Mstep: Class 46 contains 4659 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6201 members 
Mstep: Class 50 contains 189514 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2321 members 
Mstep: Class 53 contains 641 members 
Mstep: Class 54 contains 28540 members 
Mstep: Class 55 contains 4715 members 
Mstep: Class 56 contains 6843 members 
Mstep: Class 57 contains 12197 members 
Mstep: Class 58 contains 11762 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 3964 members 
Mstep: Class 62 contains 8540 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2503 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1548 members 
Mstep: Class 68 contains 5465 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1535 members 
Mstep: Class 71 contains 2457 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763808.000000 Penalty: 253084.625000
Iteration 180F: 74 clusters Score -1.337638e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 43504 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52817 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175200 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16128 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6871 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 34943 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24103 members 
Mstep: Class 17 contains 10101 members 
Mstep: Class 18 contains 49447 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 27502 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 16974 members 
Mstep: Class 25 contains 21953 members 
Mstep: Class 26 contains 18964 members 
Mstep: Class 27 contains 8742 members 
Mstep: Class 28 contains 84246 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103533 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9831 members 
Mstep: Class 34 contains 9375 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1763 members 
Mstep: Class 37 contains 15407 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6228 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24767 members 
Mstep: Class 44 contains 894 members 
Mstep: Class 45 contains 5339 members 
Mstep: Class 46 contains 4658 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5566 members 
Mstep: Class 49 contains 6206 members 
Mstep: Class 50 contains 189512 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2324 members 
Mstep: Class 53 contains 645 members 
Mstep: Class 54 contains 28542 members 
Mstep: Class 55 contains 4716 members 
Mstep: Class 56 contains 6844 members 
Mstep: Class 57 contains 12199 members 
Mstep: Class 58 contains 11755 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 3973 members 
Mstep: Class 62 contains 8542 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2520 members 
Mstep: Class 66 contains 642 members 
Mstep: Class 67 contains 1543 members 
Mstep: Class 68 contains 5468 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1535 members 
Mstep: Class 71 contains 2462 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763936.000000 Penalty: 253084.625000
Iteration 181Q: 74 clusters Score -1.337639e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 43491 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52782 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175198 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16120 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6869 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 34989 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24106 members 
Mstep: Class 17 contains 10100 members 
Mstep: Class 18 contains 49459 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 27497 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16973 members 
Mstep: Class 25 contains 21953 members 
Mstep: Class 26 contains 18955 members 
Mstep: Class 27 contains 8753 members 
Mstep: Class 28 contains 84244 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103535 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9813 members 
Mstep: Class 34 contains 9374 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1763 members 
Mstep: Class 37 contains 15411 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6228 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24765 members 
Mstep: Class 44 contains 892 members 
Mstep: Class 45 contains 5338 members 
Mstep: Class 46 contains 4658 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5567 members 
Mstep: Class 49 contains 6214 members 
Mstep: Class 50 contains 189509 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2325 members 
Mstep: Class 53 contains 648 members 
Mstep: Class 54 contains 28541 members 
Mstep: Class 55 contains 4716 members 
Mstep: Class 56 contains 6844 members 
Mstep: Class 57 contains 12199 members 
Mstep: Class 58 contains 11746 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 3981 members 
Mstep: Class 62 contains 8545 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2539 members 
Mstep: Class 66 contains 642 members 
Mstep: Class 67 contains 1537 members 
Mstep: Class 68 contains 5469 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1535 members 
Mstep: Class 71 contains 2466 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764056.000000 Penalty: 253084.625000
Iteration 182Q: 74 clusters Score -1.337641e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 43472 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 52753 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175197 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16116 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6866 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35030 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 10100 members 
Mstep: Class 18 contains 49456 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 27498 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16969 members 
Mstep: Class 25 contains 21954 members 
Mstep: Class 26 contains 18945 members 
Mstep: Class 27 contains 8765 members 
Mstep: Class 28 contains 84227 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103541 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9792 members 
Mstep: Class 34 contains 9374 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1764 members 
Mstep: Class 37 contains 15423 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6228 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24766 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5337 members 
Mstep: Class 46 contains 4658 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5567 members 
Mstep: Class 49 contains 6214 members 
Mstep: Class 50 contains 189512 members 
Mstep: Class 51 contains 2791 members 
Mstep: Class 52 contains 2324 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28541 members 
Mstep: Class 55 contains 4715 members 
Mstep: Class 56 contains 6846 members 
Mstep: Class 57 contains 12199 members 
Mstep: Class 58 contains 11739 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 3991 members 
Mstep: Class 62 contains 8547 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2563 members 
Mstep: Class 66 contains 643 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1534 members 
Mstep: Class 71 contains 2474 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764112.000000 Penalty: 253084.625000
Iteration 183Q: 74 clusters Score -1.337641e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43455 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 52721 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175195 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16113 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6865 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24116 members 
Mstep: Class 17 contains 10099 members 
Mstep: Class 18 contains 49448 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 27487 members 
Mstep: Class 21 contains 10814 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16964 members 
Mstep: Class 25 contains 21951 members 
Mstep: Class 26 contains 18941 members 
Mstep: Class 27 contains 8771 members 
Mstep: Class 28 contains 84213 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103557 members 
Mstep: Class 31 contains 8647 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9766 members 
Mstep: Class 34 contains 9373 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1765 members 
Mstep: Class 37 contains 15434 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6230 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24767 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5336 members 
Mstep: Class 46 contains 4658 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5567 members 
Mstep: Class 49 contains 6219 members 
Mstep: Class 50 contains 189511 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2324 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28545 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 6848 members 
Mstep: Class 57 contains 12199 members 
Mstep: Class 58 contains 11729 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4004 members 
Mstep: Class 62 contains 8547 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 2591 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1522 members 
Mstep: Class 68 contains 5469 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1533 members 
Mstep: Class 71 contains 2477 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763928.000000 Penalty: 253084.625000
Iteration 184Q: 74 clusters Score -1.337639e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 43429 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52691 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175194 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16110 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6865 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35120 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24114 members 
Mstep: Class 17 contains 10098 members 
Mstep: Class 18 contains 49452 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27481 members 
Mstep: Class 21 contains 10816 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16962 members 
Mstep: Class 25 contains 21948 members 
Mstep: Class 26 contains 18935 members 
Mstep: Class 27 contains 8778 members 
Mstep: Class 28 contains 84202 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103561 members 
Mstep: Class 31 contains 8647 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9727 members 
Mstep: Class 34 contains 9373 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1767 members 
Mstep: Class 37 contains 15445 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6233 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24765 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5335 members 
Mstep: Class 46 contains 4657 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5568 members 
Mstep: Class 49 contains 6222 members 
Mstep: Class 50 contains 189515 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2324 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28556 members 
Mstep: Class 55 contains 4712 members 
Mstep: Class 56 contains 6850 members 
Mstep: Class 57 contains 12199 members 
Mstep: Class 58 contains 11718 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4013 members 
Mstep: Class 62 contains 8550 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 2631 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1519 members 
Mstep: Class 68 contains 5469 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1531 members 
Mstep: Class 71 contains 2479 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764008.000000 Penalty: 253084.625000
Iteration 185Q: 74 clusters Score -1.33764e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 43419 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52657 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175193 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16108 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35163 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24116 members 
Mstep: Class 17 contains 10097 members 
Mstep: Class 18 contains 49454 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 20 contains 27466 members 
Mstep: Class 21 contains 10817 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16960 members 
Mstep: Class 25 contains 21940 members 
Mstep: Class 26 contains 18933 members 
Mstep: Class 27 contains 8785 members 
Mstep: Class 28 contains 84187 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103575 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9685 members 
Mstep: Class 34 contains 9374 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15451 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6236 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24763 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5335 members 
Mstep: Class 46 contains 4656 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5568 members 
Mstep: Class 49 contains 6228 members 
Mstep: Class 50 contains 189512 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2325 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28563 members 
Mstep: Class 55 contains 4714 members 
Mstep: Class 56 contains 6851 members 
Mstep: Class 57 contains 12201 members 
Mstep: Class 58 contains 11707 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4027 members 
Mstep: Class 62 contains 8551 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 2670 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1517 members 
Mstep: Class 68 contains 5469 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1529 members 
Mstep: Class 71 contains 2481 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763824.000000 Penalty: 253084.625000
Iteration 186Q: 74 clusters Score -1.337638e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52624 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175194 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16105 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6860 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35203 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24122 members 
Mstep: Class 17 contains 10096 members 
Mstep: Class 18 contains 49460 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 20 contains 27446 members 
Mstep: Class 21 contains 10816 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16958 members 
Mstep: Class 25 contains 21935 members 
Mstep: Class 26 contains 18933 members 
Mstep: Class 27 contains 8792 members 
Mstep: Class 28 contains 84173 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103587 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9638 members 
Mstep: Class 34 contains 9375 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15456 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6238 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24761 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5335 members 
Mstep: Class 46 contains 4657 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5568 members 
Mstep: Class 49 contains 6236 members 
Mstep: Class 50 contains 189510 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2325 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28570 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 6849 members 
Mstep: Class 57 contains 12205 members 
Mstep: Class 58 contains 11698 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4038 members 
Mstep: Class 62 contains 8553 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6562 members 
Mstep: Class 65 contains 2712 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1517 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2482 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763736.000000 Penalty: 253084.625000
Iteration 187Q: 74 clusters Score -1.337637e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 43401 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52596 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175191 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16102 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6855 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35236 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24125 members 
Mstep: Class 17 contains 10097 members 
Mstep: Class 18 contains 49469 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 27426 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16957 members 
Mstep: Class 25 contains 21933 members 
Mstep: Class 26 contains 18929 members 
Mstep: Class 27 contains 8801 members 
Mstep: Class 28 contains 84159 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103600 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 9586 members 
Mstep: Class 34 contains 9375 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15464 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6243 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24764 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5335 members 
Mstep: Class 46 contains 4656 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5568 members 
Mstep: Class 49 contains 6240 members 
Mstep: Class 50 contains 189508 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2325 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28565 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 6849 members 
Mstep: Class 57 contains 12207 members 
Mstep: Class 58 contains 11690 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4054 members 
Mstep: Class 62 contains 8558 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6562 members 
Mstep: Class 65 contains 2758 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5472 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2483 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763744.000000 Penalty: 253084.625000
Iteration 188Q: 74 clusters Score -1.337637e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43390 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52576 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175194 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16097 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6847 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35263 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 10097 members 
Mstep: Class 18 contains 49471 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27417 members 
Mstep: Class 21 contains 10814 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16955 members 
Mstep: Class 25 contains 21925 members 
Mstep: Class 26 contains 18924 members 
Mstep: Class 27 contains 8810 members 
Mstep: Class 28 contains 84145 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103608 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 9530 members 
Mstep: Class 34 contains 9375 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15473 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6246 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24765 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5335 members 
Mstep: Class 46 contains 4654 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5568 members 
Mstep: Class 49 contains 6246 members 
Mstep: Class 50 contains 189506 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28564 members 
Mstep: Class 55 contains 4712 members 
Mstep: Class 56 contains 6850 members 
Mstep: Class 57 contains 12212 members 
Mstep: Class 58 contains 11682 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4069 members 
Mstep: Class 62 contains 8561 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 2815 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763824.000000 Penalty: 253084.625000
Iteration 189Q: 74 clusters Score -1.337638e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43381 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52559 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 175193 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16093 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35280 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24139 members 
Mstep: Class 17 contains 10097 members 
Mstep: Class 18 contains 49472 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27409 members 
Mstep: Class 21 contains 10816 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16954 members 
Mstep: Class 25 contains 21918 members 
Mstep: Class 26 contains 18917 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 84134 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103617 members 
Mstep: Class 31 contains 8644 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 9474 members 
Mstep: Class 34 contains 9375 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15480 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6250 members 
Mstep: Class 42 contains 5767 members 
Mstep: Class 43 contains 24769 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5334 members 
Mstep: Class 46 contains 4651 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5568 members 
Mstep: Class 49 contains 6248 members 
Mstep: Class 50 contains 189508 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28561 members 
Mstep: Class 55 contains 4711 members 
Mstep: Class 56 contains 6850 members 
Mstep: Class 57 contains 12214 members 
Mstep: Class 58 contains 11671 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4082 members 
Mstep: Class 62 contains 8567 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 2871 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763920.000000 Penalty: 253084.625000
Iteration 190Q: 74 clusters Score -1.337639e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43373 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52547 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175193 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16083 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35294 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24144 members 
Mstep: Class 17 contains 10096 members 
Mstep: Class 18 contains 49468 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27405 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16954 members 
Mstep: Class 25 contains 21904 members 
Mstep: Class 26 contains 18912 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 84122 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103627 members 
Mstep: Class 31 contains 8645 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 9422 members 
Mstep: Class 34 contains 9376 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15485 members 
Mstep: Class 38 contains 3135 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6253 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24770 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5333 members 
Mstep: Class 46 contains 4649 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5568 members 
Mstep: Class 49 contains 6248 members 
Mstep: Class 50 contains 189513 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2325 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28555 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 6850 members 
Mstep: Class 57 contains 12218 members 
Mstep: Class 58 contains 11658 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4106 members 
Mstep: Class 62 contains 8572 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 2919 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5472 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764072.000000 Penalty: 253084.625000
Iteration 191Q: 74 clusters Score -1.337641e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43359 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52532 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175193 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16069 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35316 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24150 members 
Mstep: Class 17 contains 10095 members 
Mstep: Class 18 contains 49469 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27399 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16952 members 
Mstep: Class 25 contains 21891 members 
Mstep: Class 26 contains 18907 members 
Mstep: Class 27 contains 8876 members 
Mstep: Class 28 contains 84122 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103638 members 
Mstep: Class 31 contains 8645 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 9369 members 
Mstep: Class 34 contains 9376 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15490 members 
Mstep: Class 38 contains 3136 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6256 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24770 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4647 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5568 members 
Mstep: Class 49 contains 6246 members 
Mstep: Class 50 contains 189511 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28549 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 6852 members 
Mstep: Class 57 contains 12220 members 
Mstep: Class 58 contains 11643 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4124 members 
Mstep: Class 62 contains 8575 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 2962 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5473 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763968.000000 Penalty: 253084.625000
Iteration 192Q: 74 clusters Score -1.33764e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43343 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52520 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175193 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24156 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 18 contains 49466 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 27394 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16952 members 
Mstep: Class 25 contains 21883 members 
Mstep: Class 26 contains 18902 members 
Mstep: Class 27 contains 8916 members 
Mstep: Class 28 contains 84118 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103648 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 9325 members 
Mstep: Class 34 contains 9376 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15499 members 
Mstep: Class 38 contains 3137 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6255 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 24769 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4646 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5569 members 
Mstep: Class 49 contains 6246 members 
Mstep: Class 50 contains 189511 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2329 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28541 members 
Mstep: Class 55 contains 4709 members 
Mstep: Class 56 contains 6851 members 
Mstep: Class 57 contains 12224 members 
Mstep: Class 58 contains 11620 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4150 members 
Mstep: Class 62 contains 8579 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6565 members 
Mstep: Class 65 contains 2998 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764024.000000 Penalty: 253084.625000
Iteration 193Q: 74 clusters Score -1.33764e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43322 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 52513 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 175193 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16033 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35340 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24158 members 
Mstep: Class 17 contains 10092 members 
Mstep: Class 18 contains 49466 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 27395 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16951 members 
Mstep: Class 25 contains 21881 members 
Mstep: Class 26 contains 18899 members 
Mstep: Class 27 contains 8942 members 
Mstep: Class 28 contains 84111 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103657 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 9289 members 
Mstep: Class 34 contains 9376 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15513 members 
Mstep: Class 38 contains 3137 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6259 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24769 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4644 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6252 members 
Mstep: Class 50 contains 189509 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2332 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28535 members 
Mstep: Class 55 contains 4709 members 
Mstep: Class 56 contains 6851 members 
Mstep: Class 57 contains 12228 members 
Mstep: Class 58 contains 11591 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4171 members 
Mstep: Class 62 contains 8582 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6565 members 
Mstep: Class 65 contains 3026 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763912.000000 Penalty: 253084.625000
Iteration 194Q: 74 clusters Score -1.337639e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43299 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 52504 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 175193 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16025 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35349 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24159 members 
Mstep: Class 17 contains 10090 members 
Mstep: Class 18 contains 49470 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 27392 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16952 members 
Mstep: Class 25 contains 21876 members 
Mstep: Class 26 contains 18896 members 
Mstep: Class 27 contains 8954 members 
Mstep: Class 28 contains 84101 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103676 members 
Mstep: Class 31 contains 8647 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 9263 members 
Mstep: Class 34 contains 9376 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15521 members 
Mstep: Class 38 contains 3137 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24769 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4643 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6254 members 
Mstep: Class 50 contains 189503 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2335 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28531 members 
Mstep: Class 55 contains 4706 members 
Mstep: Class 56 contains 6850 members 
Mstep: Class 57 contains 12233 members 
Mstep: Class 58 contains 11576 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4197 members 
Mstep: Class 62 contains 8583 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6565 members 
Mstep: Class 65 contains 3048 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764048.000000 Penalty: 253084.625000
Iteration 195Q: 74 clusters Score -1.33764e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43283 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 52496 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175194 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16021 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35359 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24161 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 49473 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 27394 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16952 members 
Mstep: Class 25 contains 21869 members 
Mstep: Class 26 contains 18893 members 
Mstep: Class 27 contains 8965 members 
Mstep: Class 28 contains 84093 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103686 members 
Mstep: Class 31 contains 8647 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 9240 members 
Mstep: Class 34 contains 9376 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15533 members 
Mstep: Class 38 contains 3138 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6260 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24769 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4642 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6258 members 
Mstep: Class 50 contains 189503 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2340 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28522 members 
Mstep: Class 55 contains 4701 members 
Mstep: Class 56 contains 6848 members 
Mstep: Class 57 contains 12236 members 
Mstep: Class 58 contains 11567 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4221 members 
Mstep: Class 62 contains 8582 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6565 members 
Mstep: Class 65 contains 3060 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764024.000000 Penalty: 253084.625000
Iteration 196Q: 74 clusters Score -1.33764e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43268 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 52490 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175197 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16017 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35368 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 49471 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27387 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16951 members 
Mstep: Class 25 contains 21855 members 
Mstep: Class 26 contains 18891 members 
Mstep: Class 27 contains 8970 members 
Mstep: Class 28 contains 84087 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103697 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 9220 members 
Mstep: Class 34 contains 9377 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15541 members 
Mstep: Class 38 contains 3139 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6261 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24769 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4641 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6264 members 
Mstep: Class 50 contains 189501 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2341 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28512 members 
Mstep: Class 55 contains 4704 members 
Mstep: Class 56 contains 6846 members 
Mstep: Class 57 contains 12237 members 
Mstep: Class 58 contains 11560 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4251 members 
Mstep: Class 62 contains 8582 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6565 members 
Mstep: Class 65 contains 3080 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764008.000000 Penalty: 253084.625000
Iteration 197Q: 74 clusters Score -1.33764e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43245 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52487 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175198 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16011 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35373 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24168 members 
Mstep: Class 17 contains 10090 members 
Mstep: Class 18 contains 49469 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 27383 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16951 members 
Mstep: Class 25 contains 21856 members 
Mstep: Class 26 contains 18891 members 
Mstep: Class 27 contains 8974 members 
Mstep: Class 28 contains 84079 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103700 members 
Mstep: Class 31 contains 8644 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 9204 members 
Mstep: Class 34 contains 9379 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15550 members 
Mstep: Class 38 contains 3139 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24773 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4638 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6271 members 
Mstep: Class 50 contains 189512 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2341 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28497 members 
Mstep: Class 55 contains 4701 members 
Mstep: Class 56 contains 6844 members 
Mstep: Class 57 contains 12239 members 
Mstep: Class 58 contains 11553 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4277 members 
Mstep: Class 62 contains 8583 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 3101 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763824.000000 Penalty: 253084.625000
Iteration 198Q: 74 clusters Score -1.337638e+08 nChanged 187
Entering ConstructFrom: 
Score: -133763824.000000 Penalty: 253084.625000
Entering ConstructFrom: 
Trying to split cluster 1 (23134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Entering Unmasked Estep 
Score: -2729152.250000 Penalty: 2492.166504
	Iteration 0F: 2 clusters Score -2729152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2713046.000000 Penalty: 4984.333008
	Iteration 0F: 3 clusters Score -2713046 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2718814.500000 Penalty: 4984.333008
	Iteration 1F: 3 clusters Score -2718814 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2719631.750000 Penalty: 4984.333008
	Iteration 2F: 3 clusters Score -2719632 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2720620.500000 Penalty: 4984.333008
	Iteration 3F: 3 clusters Score -2720620 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2721794.750000 Penalty: 4984.333008
	Iteration 4F: 3 clusters Score -2721795 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2723156.500000 Penalty: 4984.333008
	Iteration 5F: 3 clusters Score -2723156 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2724536.250000 Penalty: 4984.333008
	Iteration 6F: 3 clusters Score -2724536 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2725743.500000 Penalty: 4984.333008
	Iteration 7F: 3 clusters Score -2725744 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2726618.250000 Penalty: 4984.333008
	Iteration 8Q: 3 clusters Score -2726618 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2727154.750000 Penalty: 4984.333008
	Iteration 9Q: 3 clusters Score -2727155 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2727504.750000 Penalty: 4984.333008
	Iteration 10Q: 3 clusters Score -2727505 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2727710.750000 Penalty: 4984.333008
	Iteration 11Q: 3 clusters Score -2727711 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2727801.250000 Penalty: 4984.333008
	Iteration 12Q: 3 clusters Score -2727801 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2727850.750000 Penalty: 4984.333008
	Iteration 13Q: 3 clusters Score -2727851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2727874.250000 Penalty: 4984.333008
	Iteration 14Q: 3 clusters Score -2727874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2727891.000000 Penalty: 4984.333008
	Iteration 15Q: 3 clusters Score -2727891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2727910.750000 Penalty: 4984.333008
	Iteration 16Q: 3 clusters Score -2727911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2727926.000000 Penalty: 4984.333008
	Iteration 17Q: 3 clusters Score -2727926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2727930.500000 Penalty: 4984.333008
	Iteration 18Q: 3 clusters Score -2727930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2727939.750000 Penalty: 4984.333008
	Iteration 19Q: 3 clusters Score -2727940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2727942.250000 Penalty: 4984.333008
	Iteration 20F: 3 clusters Score -2727942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2727944.500000 Penalty: 4984.333008
	Iteration 21Q: 3 clusters Score -2727944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2727949.750000 Penalty: 4984.333008
	Iteration 22Q: 3 clusters Score -2727950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2727951.000000 Penalty: 4984.333008
	Iteration 23Q: 3 clusters Score -2727951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2727953.000000 Penalty: 4984.333008
	Iteration 24Q: 3 clusters Score -2727953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2727953.000000 Penalty: 4984.333008
	Iteration 25Q: 3 clusters Score -2727953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2727953.000000 Penalty: 4984.333008
	Iteration 26F: 3 clusters Score -2727953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -154867.718750 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -154867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152955.953125 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -152956 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -153886.671875 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -153886.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -154601.265625 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -154601.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154882.218750 Penalty: 3483.342529
	Iteration 3F: 3 clusters Score -154882.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154973.125000 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -154973.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155022.828125 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -155022.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -155061.156250 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -155061.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -155090.828125 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -155090.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -155131.109375 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -155131.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155178.218750 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -155178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -155208.343750 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -155208.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -155260.390625 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -155260.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155326.234375 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -155326.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155391.265625 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -155391.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -155444.875000 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -155444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155509.515625 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -155509.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155557.812500 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -155557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155626.140625 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -155626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -155711.984375 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -155712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155793.812500 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -155793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155847.140625 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -155847.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155878.968750 Penalty: 3483.342529
	Iteration 21Q: 3 clusters Score -155879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155884.625000 Penalty: 3483.342529
	Iteration 22Q: 3 clusters Score -155884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -155895.546875 Penalty: 3483.342529
	Iteration 23Q: 3 clusters Score -155895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155909.343750 Penalty: 3483.342529
	Iteration 24Q: 3 clusters Score -155909.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -155982.234375 Penalty: 3483.342529
	Iteration 25Q: 3 clusters Score -155982.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -156154.921875 Penalty: 3483.342529
	Iteration 26Q: 3 clusters Score -156154.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -156358.250000 Penalty: 3483.342529
	Iteration 27Q: 3 clusters Score -156358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -156415.875000 Penalty: 3483.342529
	Iteration 28Q: 3 clusters Score -156415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -156415.875000 Penalty: 3483.342529
	Iteration 29F: 3 clusters Score -156415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 396 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43223 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52485 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175200 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16006 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35377 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24175 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 49466 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27375 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16951 members 
Mstep: Class 25 contains 21856 members 
Mstep: Class 26 contains 18887 members 
Mstep: Class 27 contains 8978 members 
Mstep: Class 28 contains 84073 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103702 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 9382 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15566 members 
Mstep: Class 38 contains 3139 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24774 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4636 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6280 members 
Mstep: Class 50 contains 189515 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2343 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28475 members 
Mstep: Class 55 contains 4700 members 
Mstep: Class 56 contains 6843 members 
Mstep: Class 57 contains 12244 members 
Mstep: Class 58 contains 11548 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4304 members 
Mstep: Class 62 contains 8584 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3124 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Mstep: Class 74 contains 726 members 
Entering Unmasked Estep 
Score: -133763648.000000 Penalty: 256551.531250
Splitting cluster 2 changes total score from -133763824.000000 to -133763648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -65609.531250 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -65609.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64074.621094 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -64074.62 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64391.769531 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -64391.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64527.312500 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -64527.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64670.187500 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -64670.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64748.882812 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -64748.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64787.445312 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -64787.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64811.113281 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -64811.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64824.550781 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -64824.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64824.550781 Penalty: 3062.197998
	Iteration 8F: 3 clusters Score -64824.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Entering Unmasked Estep 
Score: -5065465.000000 Penalty: 2647.183594
	Iteration 0F: 2 clusters Score -5065465 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 21648 members 
Entering Unmasked Estep 
Score: -5036201.000000 Penalty: 5294.367188
	Iteration 0F: 3 clusters Score -5036201 nChanged 19939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -5047293.000000 Penalty: 5294.367188
	Iteration 1F: 3 clusters Score -5047293 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5047996.000000 Penalty: 5294.367188
	Iteration 2Q: 3 clusters Score -5047996 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5048732.000000 Penalty: 5294.367188
	Iteration 3Q: 3 clusters Score -5048732 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -5049666.000000 Penalty: 5294.367188
	Iteration 4Q: 3 clusters Score -5049666 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5050695.000000 Penalty: 5294.367188
	Iteration 5Q: 3 clusters Score -5050695 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5051880.500000 Penalty: 5294.367188
	Iteration 6F: 3 clusters Score -5051880 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -5053340.000000 Penalty: 5294.367188
	Iteration 7F: 3 clusters Score -5053340 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -5055030.500000 Penalty: 5294.367188
	Iteration 8F: 3 clusters Score -5055030 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5056767.000000 Penalty: 5294.367188
	Iteration 9F: 3 clusters Score -5056767 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -5058017.500000 Penalty: 5294.367188
	Iteration 10F: 3 clusters Score -5058018 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -5058775.000000 Penalty: 5294.367188
	Iteration 11Q: 3 clusters Score -5058775 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -5059252.000000 Penalty: 5294.367188
	Iteration 12Q: 3 clusters Score -5059252 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -5059564.500000 Penalty: 5294.367188
	Iteration 13Q: 3 clusters Score -5059564 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -5059777.000000 Penalty: 5294.367188
	Iteration 14Q: 3 clusters Score -5059777 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -5059944.500000 Penalty: 5294.367188
	Iteration 15Q: 3 clusters Score -5059944 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -5060066.500000 Penalty: 5294.367188
	Iteration 16Q: 3 clusters Score -5060066 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5060175.500000 Penalty: 5294.367188
	Iteration 17Q: 3 clusters Score -5060176 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -5060310.500000 Penalty: 5294.367188
	Iteration 18Q: 3 clusters Score -5060310 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5060451.500000 Penalty: 5294.367188
	Iteration 19Q: 3 clusters Score -5060452 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5060622.500000 Penalty: 5294.367188
	Iteration 20F: 3 clusters Score -5060622 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -5060798.000000 Penalty: 5294.367188
	Iteration 21Q: 3 clusters Score -5060798 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -5060953.500000 Penalty: 5294.367188
	Iteration 22Q: 3 clusters Score -5060954 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -5061066.000000 Penalty: 5294.367188
	Iteration 23Q: 3 clusters Score -5061066 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -5061214.000000 Penalty: 5294.367188
	Iteration 24Q: 3 clusters Score -5061214 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -5061346.000000 Penalty: 5294.367188
	Iteration 25Q: 3 clusters Score -5061346 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -5061475.500000 Penalty: 5294.367188
	Iteration 26Q: 3 clusters Score -5061476 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -5061603.500000 Penalty: 5294.367188
	Iteration 27Q: 3 clusters Score -5061604 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -5061716.500000 Penalty: 5294.367188
	Iteration 28Q: 3 clusters Score -5061716 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -5061821.000000 Penalty: 5294.367188
	Iteration 29Q: 3 clusters Score -5061821 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -5061939.500000 Penalty: 5294.367188
	Iteration 30Q: 3 clusters Score -5061940 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -5062014.000000 Penalty: 5294.367188
	Iteration 31Q: 3 clusters Score -5062014 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -5062102.000000 Penalty: 5294.367188
	Iteration 32Q: 3 clusters Score -5062102 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -5062166.000000 Penalty: 5294.367188
	Iteration 33Q: 3 clusters Score -5062166 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -5062233.500000 Penalty: 5294.367188
	Iteration 34Q: 3 clusters Score -5062234 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -5062292.500000 Penalty: 5294.367188
	Iteration 35Q: 3 clusters Score -5062292 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -5062344.500000 Penalty: 5294.367188
	Iteration 36Q: 3 clusters Score -5062344 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -5062409.000000 Penalty: 5294.367188
	Iteration 37Q: 3 clusters Score -5062409 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -5062449.000000 Penalty: 5294.367188
	Iteration 38Q: 3 clusters Score -5062449 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -5062523.000000 Penalty: 5294.367188
	Iteration 39Q: 3 clusters Score -5062523 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -5062584.000000 Penalty: 5294.367188
	Iteration 40F: 3 clusters Score -5062584 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -5062643.000000 Penalty: 5294.367188
	Iteration 41Q: 3 clusters Score -5062643 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -5062701.500000 Penalty: 5294.367188
	Iteration 42Q: 3 clusters Score -5062702 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -5062795.500000 Penalty: 5294.367188
	Iteration 43Q: 3 clusters Score -5062796 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5062852.000000 Penalty: 5294.367188
	Iteration 44Q: 3 clusters Score -5062852 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -5062916.500000 Penalty: 5294.367188
	Iteration 45Q: 3 clusters Score -5062916 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -5062936.500000 Penalty: 5294.367188
	Iteration 46Q: 3 clusters Score -5062936 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -5062978.000000 Penalty: 5294.367188
	Iteration 47Q: 3 clusters Score -5062978 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -5063018.000000 Penalty: 5294.367188
	Iteration 48Q: 3 clusters Score -5063018 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -5063056.000000 Penalty: 5294.367188
	Iteration 49Q: 3 clusters Score -5063056 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -5063094.500000 Penalty: 5294.367188
	Iteration 50Q: 3 clusters Score -5063094 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -5063135.000000 Penalty: 5294.367188
	Iteration 51Q: 3 clusters Score -5063135 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -5063152.000000 Penalty: 5294.367188
	Iteration 52Q: 3 clusters Score -5063152 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -5063169.500000 Penalty: 5294.367188
	Iteration 53Q: 3 clusters Score -5063170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -5063198.000000 Penalty: 5294.367188
	Iteration 54Q: 3 clusters Score -5063198 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -5063219.000000 Penalty: 5294.367188
	Iteration 55Q: 3 clusters Score -5063219 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -5063244.000000 Penalty: 5294.367188
	Iteration 56Q: 3 clusters Score -5063244 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -5063267.000000 Penalty: 5294.367188
	Iteration 57Q: 3 clusters Score -5063267 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -5063309.500000 Penalty: 5294.367188
	Iteration 58Q: 3 clusters Score -5063310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -5063342.000000 Penalty: 5294.367188
	Iteration 59Q: 3 clusters Score -5063342 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -5063338.500000 Penalty: 5294.367188
	Iteration 60F: 3 clusters Score -5063338 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -5063352.500000 Penalty: 5294.367188
	Iteration 61Q: 3 clusters Score -5063352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -5063381.000000 Penalty: 5294.367188
	Iteration 62Q: 3 clusters Score -5063381 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -5063392.000000 Penalty: 5294.367188
	Iteration 63Q: 3 clusters Score -5063392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -5063401.500000 Penalty: 5294.367188
	Iteration 64Q: 3 clusters Score -5063402 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -5063410.500000 Penalty: 5294.367188
	Iteration 65Q: 3 clusters Score -5063410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5063406.500000 Penalty: 5294.367188
	Iteration 66Q: 3 clusters Score -5063406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5063429.000000 Penalty: 5294.367188
	Iteration 67Q: 3 clusters Score -5063429 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5063435.000000 Penalty: 5294.367188
	Iteration 68Q: 3 clusters Score -5063435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -5063457.000000 Penalty: 5294.367188
	Iteration 69Q: 3 clusters Score -5063457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -5063462.000000 Penalty: 5294.367188
	Iteration 70Q: 3 clusters Score -5063462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -5063472.000000 Penalty: 5294.367188
	Iteration 71Q: 3 clusters Score -5063472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5063495.000000 Penalty: 5294.367188
	Iteration 72Q: 3 clusters Score -5063495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5063492.500000 Penalty: 5294.367188
	Iteration 73Q: 3 clusters Score -5063492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -5063501.500000 Penalty: 5294.367188
	Iteration 74Q: 3 clusters Score -5063502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -5063499.000000 Penalty: 5294.367188
	Iteration 75Q: 3 clusters Score -5063499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5063496.000000 Penalty: 5294.367188
	Iteration 76Q: 3 clusters Score -5063496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5063493.500000 Penalty: 5294.367188
	Iteration 77Q: 3 clusters Score -5063494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -5063499.000000 Penalty: 5294.367188
	Iteration 78Q: 3 clusters Score -5063499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5063511.500000 Penalty: 5294.367188
	Iteration 79Q: 3 clusters Score -5063512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -5063519.500000 Penalty: 5294.367188
	Iteration 80F: 3 clusters Score -5063520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5063529.500000 Penalty: 5294.367188
	Iteration 81Q: 3 clusters Score -5063530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -5063534.000000 Penalty: 5294.367188
	Iteration 82Q: 3 clusters Score -5063534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5063533.000000 Penalty: 5294.367188
	Iteration 83Q: 3 clusters Score -5063533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -5063543.000000 Penalty: 5294.367188
	Iteration 84Q: 3 clusters Score -5063543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -5063547.500000 Penalty: 5294.367188
	Iteration 85Q: 3 clusters Score -5063548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -5063553.000000 Penalty: 5294.367188
	Iteration 86Q: 3 clusters Score -5063553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5063556.000000 Penalty: 5294.367188
	Iteration 87Q: 3 clusters Score -5063556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -5063562.500000 Penalty: 5294.367188
	Iteration 88Q: 3 clusters Score -5063562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -5063566.000000 Penalty: 5294.367188
	Iteration 89Q: 3 clusters Score -5063566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -5063561.000000 Penalty: 5294.367188
	Iteration 90Q: 3 clusters Score -5063561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -5063568.000000 Penalty: 5294.367188
	Iteration 91Q: 3 clusters Score -5063568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -5063583.000000 Penalty: 5294.367188
	Iteration 92Q: 3 clusters Score -5063583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5063589.000000 Penalty: 5294.367188
	Iteration 93Q: 3 clusters Score -5063589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -5063587.000000 Penalty: 5294.367188
	Iteration 94Q: 3 clusters Score -5063587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -5063598.500000 Penalty: 5294.367188
	Iteration 95Q: 3 clusters Score -5063598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -5063603.500000 Penalty: 5294.367188
	Iteration 96Q: 3 clusters Score -5063604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5063588.000000 Penalty: 5294.367188
	Iteration 97Q: 3 clusters Score -5063588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -5063602.000000 Penalty: 5294.367188
	Iteration 98Q: 3 clusters Score -5063602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5063605.500000 Penalty: 5294.367188
	Iteration 99Q: 3 clusters Score -5063606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -5063617.500000 Penalty: 5294.367188
	Iteration 100F: 3 clusters Score -5063618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5063623.500000 Penalty: 5294.367188
	Iteration 101Q: 3 clusters Score -5063624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -5063628.000000 Penalty: 5294.367188
	Iteration 102Q: 3 clusters Score -5063628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -5063624.500000 Penalty: 5294.367188
	Iteration 103Q: 3 clusters Score -5063624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -5063616.500000 Penalty: 5294.367188
	Iteration 104Q: 3 clusters Score -5063616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -5063628.500000 Penalty: 5294.367188
	Iteration 105Q: 3 clusters Score -5063628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5063636.500000 Penalty: 5294.367188
	Iteration 106Q: 3 clusters Score -5063636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5063643.500000 Penalty: 5294.367188
	Iteration 107Q: 3 clusters Score -5063644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -5063644.000000 Penalty: 5294.367188
	Iteration 108Q: 3 clusters Score -5063644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -5063642.500000 Penalty: 5294.367188
	Iteration 109Q: 3 clusters Score -5063642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5063653.500000 Penalty: 5294.367188
	Iteration 110Q: 3 clusters Score -5063654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5063655.000000 Penalty: 5294.367188
	Iteration 111Q: 3 clusters Score -5063655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5063659.000000 Penalty: 5294.367188
	Iteration 112Q: 3 clusters Score -5063659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5063656.500000 Penalty: 5294.367188
	Iteration 113Q: 3 clusters Score -5063656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5063658.000000 Penalty: 5294.367188
	Iteration 114Q: 3 clusters Score -5063658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -5063654.000000 Penalty: 5294.367188
	Iteration 115Q: 3 clusters Score -5063654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -5063653.500000 Penalty: 5294.367188
	Iteration 116Q: 3 clusters Score -5063654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5063662.500000 Penalty: 5294.367188
	Iteration 117Q: 3 clusters Score -5063662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5063663.500000 Penalty: 5294.367188
	Iteration 118Q: 3 clusters Score -5063664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5063665.000000 Penalty: 5294.367188
	Iteration 119Q: 3 clusters Score -5063665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -5063665.000000 Penalty: 5294.367188
	Iteration 120F: 3 clusters Score -5063665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5063666.500000 Penalty: 5294.367188
	Iteration 121Q: 3 clusters Score -5063666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5063669.500000 Penalty: 5294.367188
	Iteration 122Q: 3 clusters Score -5063670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5063670.500000 Penalty: 5294.367188
	Iteration 123Q: 3 clusters Score -5063670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -5063672.000000 Penalty: 5294.367188
	Iteration 124Q: 3 clusters Score -5063672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5063671.500000 Penalty: 5294.367188
	Iteration 125Q: 3 clusters Score -5063672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5063667.000000 Penalty: 5294.367188
	Iteration 126Q: 3 clusters Score -5063667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -5063667.500000 Penalty: 5294.367188
	Iteration 127Q: 3 clusters Score -5063668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -5063673.500000 Penalty: 5294.367188
	Iteration 128Q: 3 clusters Score -5063674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -5063671.500000 Penalty: 5294.367188
	Iteration 129Q: 3 clusters Score -5063672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -5063671.500000 Penalty: 5294.367188
	Iteration 130F: 3 clusters Score -5063672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Entering Unmasked Estep 
Score: -440340.906250 Penalty: 2037.522705
	Iteration 0F: 2 clusters Score -440340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -436660.593750 Penalty: 4075.045410
	Iteration 0F: 3 clusters Score -436660.6 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -437434.906250 Penalty: 4075.045410
	Iteration 1F: 3 clusters Score -437434.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -437586.500000 Penalty: 4075.045410
	Iteration 2F: 3 clusters Score -437586.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -437663.125000 Penalty: 4075.045410
	Iteration 3Q: 3 clusters Score -437663.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -437719.468750 Penalty: 4075.045410
	Iteration 4Q: 3 clusters Score -437719.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -437752.687500 Penalty: 4075.045410
	Iteration 5Q: 3 clusters Score -437752.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -437780.000000 Penalty: 4075.045410
	Iteration 6Q: 3 clusters Score -437780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -437807.000000 Penalty: 4075.045410
	Iteration 7Q: 3 clusters Score -437807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -437830.843750 Penalty: 4075.045410
	Iteration 8Q: 3 clusters Score -437830.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -437845.062500 Penalty: 4075.045410
	Iteration 9Q: 3 clusters Score -437845.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -437866.218750 Penalty: 4075.045410
	Iteration 10Q: 3 clusters Score -437866.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -437886.156250 Penalty: 4075.045410
	Iteration 11Q: 3 clusters Score -437886.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -437908.968750 Penalty: 4075.045410
	Iteration 12Q: 3 clusters Score -437909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -437936.187500 Penalty: 4075.045410
	Iteration 13Q: 3 clusters Score -437936.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -437963.500000 Penalty: 4075.045410
	Iteration 14Q: 3 clusters Score -437963.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -437988.437500 Penalty: 4075.045410
	Iteration 15Q: 3 clusters Score -437988.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -438014.593750 Penalty: 4075.045410
	Iteration 16Q: 3 clusters Score -438014.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -438031.968750 Penalty: 4075.045410
	Iteration 17Q: 3 clusters Score -438032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -438052.437500 Penalty: 4075.045410
	Iteration 18Q: 3 clusters Score -438052.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -438071.593750 Penalty: 4075.045410
	Iteration 19Q: 3 clusters Score -438071.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -438082.687500 Penalty: 4075.045410
	Iteration 20F: 3 clusters Score -438082.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -438096.500000 Penalty: 4075.045410
	Iteration 21Q: 3 clusters Score -438096.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -438111.468750 Penalty: 4075.045410
	Iteration 22Q: 3 clusters Score -438111.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -438124.281250 Penalty: 4075.045410
	Iteration 23Q: 3 clusters Score -438124.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -438135.406250 Penalty: 4075.045410
	Iteration 24Q: 3 clusters Score -438135.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -438146.500000 Penalty: 4075.045410
	Iteration 25Q: 3 clusters Score -438146.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -438159.812500 Penalty: 4075.045410
	Iteration 26Q: 3 clusters Score -438159.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -438174.156250 Penalty: 4075.045410
	Iteration 27Q: 3 clusters Score -438174.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -438185.375000 Penalty: 4075.045410
	Iteration 28Q: 3 clusters Score -438185.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -438195.843750 Penalty: 4075.045410
	Iteration 29Q: 3 clusters Score -438195.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -438205.031250 Penalty: 4075.045410
	Iteration 30Q: 3 clusters Score -438205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -438214.093750 Penalty: 4075.045410
	Iteration 31Q: 3 clusters Score -438214.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -438225.156250 Penalty: 4075.045410
	Iteration 32Q: 3 clusters Score -438225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -438229.593750 Penalty: 4075.045410
	Iteration 33Q: 3 clusters Score -438229.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -438234.500000 Penalty: 4075.045410
	Iteration 34Q: 3 clusters Score -438234.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -438241.437500 Penalty: 4075.045410
	Iteration 35Q: 3 clusters Score -438241.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -438247.312500 Penalty: 4075.045410
	Iteration 36Q: 3 clusters Score -438247.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -438253.531250 Penalty: 4075.045410
	Iteration 37Q: 3 clusters Score -438253.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -438257.312500 Penalty: 4075.045410
	Iteration 38Q: 3 clusters Score -438257.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -438261.187500 Penalty: 4075.045410
	Iteration 39Q: 3 clusters Score -438261.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -438267.000000 Penalty: 4075.045410
	Iteration 40F: 3 clusters Score -438267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -438275.718750 Penalty: 4075.045410
	Iteration 41Q: 3 clusters Score -438275.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -438283.750000 Penalty: 4075.045410
	Iteration 42Q: 3 clusters Score -438283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -438289.062500 Penalty: 4075.045410
	Iteration 43Q: 3 clusters Score -438289.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -438294.031250 Penalty: 4075.045410
	Iteration 44Q: 3 clusters Score -438294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -438299.187500 Penalty: 4075.045410
	Iteration 45Q: 3 clusters Score -438299.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -438306.093750 Penalty: 4075.045410
	Iteration 46Q: 3 clusters Score -438306.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -438315.406250 Penalty: 4075.045410
	Iteration 47Q: 3 clusters Score -438315.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -438321.031250 Penalty: 4075.045410
	Iteration 48Q: 3 clusters Score -438321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -438329.781250 Penalty: 4075.045410
	Iteration 49Q: 3 clusters Score -438329.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -438337.687500 Penalty: 4075.045410
	Iteration 50Q: 3 clusters Score -438337.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -438348.093750 Penalty: 4075.045410
	Iteration 51Q: 3 clusters Score -438348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -438355.843750 Penalty: 4075.045410
	Iteration 52Q: 3 clusters Score -438355.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -438365.906250 Penalty: 4075.045410
	Iteration 53Q: 3 clusters Score -438365.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -438373.531250 Penalty: 4075.045410
	Iteration 54Q: 3 clusters Score -438373.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -438381.062500 Penalty: 4075.045410
	Iteration 55Q: 3 clusters Score -438381.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -438392.281250 Penalty: 4075.045410
	Iteration 56Q: 3 clusters Score -438392.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -438400.312500 Penalty: 4075.045410
	Iteration 57Q: 3 clusters Score -438400.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -438405.656250 Penalty: 4075.045410
	Iteration 58Q: 3 clusters Score -438405.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -438408.062500 Penalty: 4075.045410
	Iteration 59Q: 3 clusters Score -438408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -438412.187500 Penalty: 4075.045410
	Iteration 60F: 3 clusters Score -438412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -438417.250000 Penalty: 4075.045410
	Iteration 61Q: 3 clusters Score -438417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -438419.406250 Penalty: 4075.045410
	Iteration 62Q: 3 clusters Score -438419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -438419.437500 Penalty: 4075.045410
	Iteration 63Q: 3 clusters Score -438419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -438420.218750 Penalty: 4075.045410
	Iteration 64Q: 3 clusters Score -438420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -438421.406250 Penalty: 4075.045410
	Iteration 65Q: 3 clusters Score -438421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -438421.406250 Penalty: 4075.045410
	Iteration 66F: 3 clusters Score -438421.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Entering Unmasked Estep 
Score: -6360703.500000 Penalty: 2695.333984
	Iteration 0F: 2 clusters Score -6360704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -6325410.000000 Penalty: 5390.667969
	Iteration 0F: 3 clusters Score -6325410 nChanged 24198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -6338746.500000 Penalty: 5390.667969
	Iteration 1F: 3 clusters Score -6338746 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -6339268.000000 Penalty: 5390.667969
	Iteration 2Q: 3 clusters Score -6339268 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -6339836.500000 Penalty: 5390.667969
	Iteration 3Q: 3 clusters Score -6339836 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -6340689.000000 Penalty: 5390.667969
	Iteration 4Q: 3 clusters Score -6340689 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -6342089.500000 Penalty: 5390.667969
	Iteration 5Q: 3 clusters Score -6342090 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -6344229.500000 Penalty: 5390.667969
	Iteration 6F: 3 clusters Score -6344230 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -6346916.000000 Penalty: 5390.667969
	Iteration 7F: 3 clusters Score -6346916 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -6349889.000000 Penalty: 5390.667969
	Iteration 8F: 3 clusters Score -6349889 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -6352557.500000 Penalty: 5390.667969
	Iteration 9F: 3 clusters Score -6352558 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -6354597.500000 Penalty: 5390.667969
	Iteration 10Q: 3 clusters Score -6354598 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -6356188.500000 Penalty: 5390.667969
	Iteration 11Q: 3 clusters Score -6356188 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -6357167.000000 Penalty: 5390.667969
	Iteration 12Q: 3 clusters Score -6357167 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -6357739.500000 Penalty: 5390.667969
	Iteration 13Q: 3 clusters Score -6357740 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -6358086.500000 Penalty: 5390.667969
	Iteration 14Q: 3 clusters Score -6358086 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -6358351.500000 Penalty: 5390.667969
	Iteration 15Q: 3 clusters Score -6358352 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -6358471.500000 Penalty: 5390.667969
	Iteration 16Q: 3 clusters Score -6358472 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -6358556.500000 Penalty: 5390.667969
	Iteration 17Q: 3 clusters Score -6358556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -6358623.500000 Penalty: 5390.667969
	Iteration 18Q: 3 clusters Score -6358624 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -6358661.000000 Penalty: 5390.667969
	Iteration 19Q: 3 clusters Score -6358661 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -6358692.000000 Penalty: 5390.667969
	Iteration 20F: 3 clusters Score -6358692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -6358699.500000 Penalty: 5390.667969
	Iteration 21Q: 3 clusters Score -6358700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -6358728.000000 Penalty: 5390.667969
	Iteration 22Q: 3 clusters Score -6358728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -6358737.500000 Penalty: 5390.667969
	Iteration 23Q: 3 clusters Score -6358738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -6358764.500000 Penalty: 5390.667969
	Iteration 24Q: 3 clusters Score -6358764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -6358768.000000 Penalty: 5390.667969
	Iteration 25Q: 3 clusters Score -6358768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -6358766.000000 Penalty: 5390.667969
	Iteration 26Q: 3 clusters Score -6358766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -6358777.500000 Penalty: 5390.667969
	Iteration 27Q: 3 clusters Score -6358778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -6358779.500000 Penalty: 5390.667969
	Iteration 28Q: 3 clusters Score -6358780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6358792.000000 Penalty: 5390.667969
	Iteration 29Q: 3 clusters Score -6358792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -6358796.000000 Penalty: 5390.667969
	Iteration 30Q: 3 clusters Score -6358796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -6358798.000000 Penalty: 5390.667969
	Iteration 31Q: 3 clusters Score -6358798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -6358803.000000 Penalty: 5390.667969
	Iteration 32Q: 3 clusters Score -6358803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -6358817.500000 Penalty: 5390.667969
	Iteration 33Q: 3 clusters Score -6358818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -6358817.500000 Penalty: 5390.667969
	Iteration 34Q: 3 clusters Score -6358818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -6358818.500000 Penalty: 5390.667969
	Iteration 35Q: 3 clusters Score -6358818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -6358821.500000 Penalty: 5390.667969
	Iteration 36Q: 3 clusters Score -6358822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -6358821.500000 Penalty: 5390.667969
	Iteration 37Q: 3 clusters Score -6358822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -6358815.500000 Penalty: 5390.667969
	Iteration 38Q: 3 clusters Score -6358816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -6358809.000000 Penalty: 5390.667969
	Iteration 39Q: 3 clusters Score -6358809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -6358822.000000 Penalty: 5390.667969
	Iteration 40F: 3 clusters Score -6358822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -6358821.500000 Penalty: 5390.667969
	Iteration 41Q: 3 clusters Score -6358822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -6358825.000000 Penalty: 5390.667969
	Iteration 42Q: 3 clusters Score -6358825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -6358818.500000 Penalty: 5390.667969
	Iteration 43Q: 3 clusters Score -6358818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -6358816.500000 Penalty: 5390.667969
	Iteration 44Q: 3 clusters Score -6358816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -6358820.000000 Penalty: 5390.667969
	Iteration 45Q: 3 clusters Score -6358820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6358820.500000 Penalty: 5390.667969
	Iteration 46Q: 3 clusters Score -6358820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -6358826.000000 Penalty: 5390.667969
	Iteration 47Q: 3 clusters Score -6358826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6358821.500000 Penalty: 5390.667969
	Iteration 48Q: 3 clusters Score -6358822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -6358822.500000 Penalty: 5390.667969
	Iteration 49Q: 3 clusters Score -6358822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6358827.000000 Penalty: 5390.667969
	Iteration 50Q: 3 clusters Score -6358827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -6358828.000000 Penalty: 5390.667969
	Iteration 51Q: 3 clusters Score -6358828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -6358828.000000 Penalty: 5390.667969
	Iteration 52Q: 3 clusters Score -6358828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -6358825.000000 Penalty: 5390.667969
	Iteration 53Q: 3 clusters Score -6358825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -6358824.000000 Penalty: 5390.667969
	Iteration 54Q: 3 clusters Score -6358824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -6358818.000000 Penalty: 5390.667969
	Iteration 55Q: 3 clusters Score -6358818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -6358825.000000 Penalty: 5390.667969
	Iteration 56Q: 3 clusters Score -6358825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -6358828.500000 Penalty: 5390.667969
	Iteration 57Q: 3 clusters Score -6358828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -6358829.000000 Penalty: 5390.667969
	Iteration 58Q: 3 clusters Score -6358829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -6358829.000000 Penalty: 5390.667969
	Iteration 59F: 3 clusters Score -6358829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Entering Unmasked Estep 
Score: -911579.125000 Penalty: 2227.145020
	Iteration 0F: 2 clusters Score -911579.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -905229.000000 Penalty: 4454.290039
	Iteration 0F: 3 clusters Score -905229 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -907127.187500 Penalty: 4454.290039
	Iteration 1F: 3 clusters Score -907127.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -907591.562500 Penalty: 4454.290039
	Iteration 2F: 3 clusters Score -907591.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -908095.187500 Penalty: 4454.290039
	Iteration 3F: 3 clusters Score -908095.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -908658.687500 Penalty: 4454.290039
	Iteration 4F: 3 clusters Score -908658.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -909242.562500 Penalty: 4454.290039
	Iteration 5F: 3 clusters Score -909242.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -909652.875000 Penalty: 4454.290039
	Iteration 6F: 3 clusters Score -909652.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -909949.937500 Penalty: 4454.290039
	Iteration 7Q: 3 clusters Score -909949.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -910168.937500 Penalty: 4454.290039
	Iteration 8Q: 3 clusters Score -910168.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -910356.062500 Penalty: 4454.290039
	Iteration 9Q: 3 clusters Score -910356.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -910513.187500 Penalty: 4454.290039
	Iteration 10Q: 3 clusters Score -910513.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -910689.687500 Penalty: 4454.290039
	Iteration 11Q: 3 clusters Score -910689.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -910879.125000 Penalty: 4454.290039
	Iteration 12Q: 3 clusters Score -910879.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -911026.812500 Penalty: 4454.290039
	Iteration 13Q: 3 clusters Score -911026.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -911142.875000 Penalty: 4454.290039
	Iteration 14Q: 3 clusters Score -911142.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -911235.187500 Penalty: 4454.290039
	Iteration 15Q: 3 clusters Score -911235.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -911295.187500 Penalty: 4454.290039
	Iteration 16Q: 3 clusters Score -911295.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -911326.437500 Penalty: 4454.290039
	Iteration 17Q: 3 clusters Score -911326.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -911345.812500 Penalty: 4454.290039
	Iteration 18Q: 3 clusters Score -911345.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -911358.500000 Penalty: 4454.290039
	Iteration 19Q: 3 clusters Score -911358.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -911369.687500 Penalty: 4454.290039
	Iteration 20F: 3 clusters Score -911369.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -911376.562500 Penalty: 4454.290039
	Iteration 21Q: 3 clusters Score -911376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -911377.000000 Penalty: 4454.290039
	Iteration 22Q: 3 clusters Score -911377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -911380.187500 Penalty: 4454.290039
	Iteration 23Q: 3 clusters Score -911380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -911379.937500 Penalty: 4454.290039
	Iteration 24Q: 3 clusters Score -911379.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -911381.312500 Penalty: 4454.290039
	Iteration 25Q: 3 clusters Score -911381.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -911382.375000 Penalty: 4454.290039
	Iteration 26Q: 3 clusters Score -911382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -911383.875000 Penalty: 4454.290039
	Iteration 27Q: 3 clusters Score -911383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -911384.250000 Penalty: 4454.290039
	Iteration 28Q: 3 clusters Score -911384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -911387.312500 Penalty: 4454.290039
	Iteration 29Q: 3 clusters Score -911387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -911387.500000 Penalty: 4454.290039
	Iteration 30Q: 3 clusters Score -911387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -911387.250000 Penalty: 4454.290039
	Iteration 31Q: 3 clusters Score -911387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -911387.125000 Penalty: 4454.290039
	Iteration 32Q: 3 clusters Score -911387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -911388.312500 Penalty: 4454.290039
	Iteration 33Q: 3 clusters Score -911388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -911387.312500 Penalty: 4454.290039
	Iteration 34Q: 3 clusters Score -911387.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -911390.875000 Penalty: 4454.290039
	Iteration 35Q: 3 clusters Score -911390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -911392.937500 Penalty: 4454.290039
	Iteration 36Q: 3 clusters Score -911392.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -911392.937500 Penalty: 4454.290039
	Iteration 37F: 3 clusters Score -911392.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175200 members 
Entering Unmasked Estep 
Score: -20659226.000000 Penalty: 2994.273682
	Iteration 0F: 2 clusters Score -2.065923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -20543160.000000 Penalty: 5988.547363
	Iteration 0F: 3 clusters Score -2.054316e+07 nChanged 83899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -20592270.000000 Penalty: 5988.547363
	Iteration 1F: 3 clusters Score -2.059227e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -20593258.000000 Penalty: 5988.547363
	Iteration 2Q: 3 clusters Score -2.059326e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 83785 members 
Entering Unmasked Estep 
Score: -20594098.000000 Penalty: 5988.547363
	Iteration 3Q: 3 clusters Score -2.05941e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -20595296.000000 Penalty: 5988.547363
	Iteration 4Q: 3 clusters Score -2.05953e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 77280 members 
Entering Unmasked Estep 
Score: -20597680.000000 Penalty: 5988.547363
	Iteration 5Q: 3 clusters Score -2.059768e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104139 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -20601398.000000 Penalty: 5988.547363
	Iteration 6Q: 3 clusters Score -2.06014e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112848 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -20607342.000000 Penalty: 5988.547363
	Iteration 7F: 3 clusters Score -2.060734e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123757 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -20616264.000000 Penalty: 5988.547363
	Iteration 8F: 3 clusters Score -2.061626e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135307 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -20625706.000000 Penalty: 5988.547363
	Iteration 9F: 3 clusters Score -2.062571e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145822 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -20634020.000000 Penalty: 5988.547363
	Iteration 10F: 3 clusters Score -2.063402e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154519 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -20640704.000000 Penalty: 5988.547363
	Iteration 11F: 3 clusters Score -2.06407e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161449 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -20645966.000000 Penalty: 5988.547363
	Iteration 12Q: 3 clusters Score -2.064597e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166801 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -20650182.000000 Penalty: 5988.547363
	Iteration 13Q: 3 clusters Score -2.065018e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170531 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -20653218.000000 Penalty: 5988.547363
	Iteration 14Q: 3 clusters Score -2.065322e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172706 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -20654910.000000 Penalty: 5988.547363
	Iteration 15Q: 3 clusters Score -2.065491e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173756 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -20655670.000000 Penalty: 5988.547363
	Iteration 16Q: 3 clusters Score -2.065567e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174236 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -20656002.000000 Penalty: 5988.547363
	Iteration 17Q: 3 clusters Score -2.0656e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174454 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20656284.000000 Penalty: 5988.547363
	Iteration 18Q: 3 clusters Score -2.065628e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174573 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -20656422.000000 Penalty: 5988.547363
	Iteration 19Q: 3 clusters Score -2.065642e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174633 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20656482.000000 Penalty: 5988.547363
	Iteration 20F: 3 clusters Score -2.065648e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174666 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -20656538.000000 Penalty: 5988.547363
	Iteration 21Q: 3 clusters Score -2.065654e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174684 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -20656568.000000 Penalty: 5988.547363
	Iteration 22Q: 3 clusters Score -2.065657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174692 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -20656610.000000 Penalty: 5988.547363
	Iteration 23Q: 3 clusters Score -2.065661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174701 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -20656614.000000 Penalty: 5988.547363
	Iteration 24Q: 3 clusters Score -2.065661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174710 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -20656640.000000 Penalty: 5988.547363
	Iteration 25Q: 3 clusters Score -2.065664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174718 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -20656644.000000 Penalty: 5988.547363
	Iteration 26Q: 3 clusters Score -2.065664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174721 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20656676.000000 Penalty: 5988.547363
	Iteration 27Q: 3 clusters Score -2.065668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174721 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20656682.000000 Penalty: 5988.547363
	Iteration 28Q: 3 clusters Score -2.065668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174726 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -20656694.000000 Penalty: 5988.547363
	Iteration 29Q: 3 clusters Score -2.065669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20656696.000000 Penalty: 5988.547363
	Iteration 30Q: 3 clusters Score -2.06567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20656694.000000 Penalty: 5988.547363
	Iteration 31Q: 3 clusters Score -2.065669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174731 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20656700.000000 Penalty: 5988.547363
	Iteration 32Q: 3 clusters Score -2.06567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174732 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20656702.000000 Penalty: 5988.547363
	Iteration 33Q: 3 clusters Score -2.06567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20656718.000000 Penalty: 5988.547363
	Iteration 34Q: 3 clusters Score -2.065672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20656716.000000 Penalty: 5988.547363
	Iteration 35Q: 3 clusters Score -2.065672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20656704.000000 Penalty: 5988.547363
	Iteration 36Q: 3 clusters Score -2.06567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174732 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20656702.000000 Penalty: 5988.547363
	Iteration 37Q: 3 clusters Score -2.06567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174733 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -20656718.000000 Penalty: 5988.547363
	Iteration 38Q: 3 clusters Score -2.065672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174734 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -20656714.000000 Penalty: 5988.547363
	Iteration 39Q: 3 clusters Score -2.065671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174735 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20656712.000000 Penalty: 5988.547363
	Iteration 40F: 3 clusters Score -2.065671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -28086.675781 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -28086.68 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 227 members 
Entering Unmasked Estep 
Score: -26852.970703 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -26852.97 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27295.662109 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -27295.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27475.845703 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -27475.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27619.480469 Penalty: 3011.085938
	Iteration 3F: 3 clusters Score -27619.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27669.369141 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -27669.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27687.941406 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -27687.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27706.970703 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -27706.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27708.158203 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -27708.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27710.458984 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -27710.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27723.105469 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -27723.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27723.105469 Penalty: 3011.085938
	Iteration 10F: 3 clusters Score -27723.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Entering Unmasked Estep 
Score: -1896794.000000 Penalty: 2400.818359
	Iteration 0F: 2 clusters Score -1896794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1885281.500000 Penalty: 4801.636719
	Iteration 0F: 3 clusters Score -1885282 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1889095.125000 Penalty: 4801.636719
	Iteration 1F: 3 clusters Score -1889095 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1889892.500000 Penalty: 4801.636719
	Iteration 2F: 3 clusters Score -1889892 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1891043.875000 Penalty: 4801.636719
	Iteration 3F: 3 clusters Score -1891044 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1892479.375000 Penalty: 4801.636719
	Iteration 4F: 3 clusters Score -1892479 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1893952.500000 Penalty: 4801.636719
	Iteration 5F: 3 clusters Score -1893952 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1895139.375000 Penalty: 4801.636719
	Iteration 6F: 3 clusters Score -1895139 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1895889.250000 Penalty: 4801.636719
	Iteration 7F: 3 clusters Score -1895889 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1896199.375000 Penalty: 4801.636719
	Iteration 8Q: 3 clusters Score -1896199 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1896365.125000 Penalty: 4801.636719
	Iteration 9Q: 3 clusters Score -1896365 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1896452.375000 Penalty: 4801.636719
	Iteration 10Q: 3 clusters Score -1896452 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1896525.750000 Penalty: 4801.636719
	Iteration 11Q: 3 clusters Score -1896526 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1896598.125000 Penalty: 4801.636719
	Iteration 12Q: 3 clusters Score -1896598 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1896654.625000 Penalty: 4801.636719
	Iteration 13Q: 3 clusters Score -1896655 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1896702.750000 Penalty: 4801.636719
	Iteration 14Q: 3 clusters Score -1896703 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1896756.250000 Penalty: 4801.636719
	Iteration 15Q: 3 clusters Score -1896756 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1896788.125000 Penalty: 4801.636719
	Iteration 16Q: 3 clusters Score -1896788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1896812.500000 Penalty: 4801.636719
	Iteration 17Q: 3 clusters Score -1896812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1896829.125000 Penalty: 4801.636719
	Iteration 18Q: 3 clusters Score -1896829 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1896837.375000 Penalty: 4801.636719
	Iteration 19Q: 3 clusters Score -1896837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1896847.250000 Penalty: 4801.636719
	Iteration 20F: 3 clusters Score -1896847 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1896853.250000 Penalty: 4801.636719
	Iteration 21Q: 3 clusters Score -1896853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1896855.625000 Penalty: 4801.636719
	Iteration 22Q: 3 clusters Score -1896856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1896863.500000 Penalty: 4801.636719
	Iteration 23Q: 3 clusters Score -1896864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1896866.125000 Penalty: 4801.636719
	Iteration 24Q: 3 clusters Score -1896866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1896869.000000 Penalty: 4801.636719
	Iteration 25Q: 3 clusters Score -1896869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1896871.750000 Penalty: 4801.636719
	Iteration 26Q: 3 clusters Score -1896872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1896870.875000 Penalty: 4801.636719
	Iteration 27Q: 3 clusters Score -1896871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1896867.750000 Penalty: 4801.636719
	Iteration 28Q: 3 clusters Score -1896868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1896869.250000 Penalty: 4801.636719
	Iteration 29Q: 3 clusters Score -1896869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1896870.875000 Penalty: 4801.636719
	Iteration 30Q: 3 clusters Score -1896871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1896872.000000 Penalty: 4801.636719
	Iteration 31Q: 3 clusters Score -1896872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1896870.000000 Penalty: 4801.636719
	Iteration 32Q: 3 clusters Score -1896870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1896870.625000 Penalty: 4801.636719
	Iteration 33Q: 3 clusters Score -1896871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1896870.625000 Penalty: 4801.636719
	Iteration 34F: 3 clusters Score -1896871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43223 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52485 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175200 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35377 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24175 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 49466 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27375 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16951 members 
Mstep: Class 25 contains 21856 members 
Mstep: Class 26 contains 18887 members 
Mstep: Class 27 contains 8978 members 
Mstep: Class 28 contains 84073 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103702 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 9382 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15566 members 
Mstep: Class 38 contains 3139 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24774 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4636 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6280 members 
Mstep: Class 50 contains 189515 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2343 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28475 members 
Mstep: Class 55 contains 4700 members 
Mstep: Class 56 contains 6843 members 
Mstep: Class 57 contains 12244 members 
Mstep: Class 58 contains 11548 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4304 members 
Mstep: Class 62 contains 8584 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3124 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Mstep: Class 74 contains 4898 members 
Entering Unmasked Estep 
Score: -133762624.000000 Penalty: 256551.531250
Splitting cluster 10 changes total score from -133763824.000000 to -133762624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -258817.296875 Penalty: 1915.004395
	Iteration 0F: 2 clusters Score -258817.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -256015.656250 Penalty: 3830.008789
	Iteration 0F: 3 clusters Score -256015.7 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -256546.062500 Penalty: 3830.008789
	Iteration 1F: 3 clusters Score -256546.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -256723.531250 Penalty: 3830.008789
	Iteration 2F: 3 clusters Score -256723.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -256835.234375 Penalty: 3830.008789
	Iteration 3F: 3 clusters Score -256835.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -256897.046875 Penalty: 3830.008789
	Iteration 4Q: 3 clusters Score -256897 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -256939.546875 Penalty: 3830.008789
	Iteration 5Q: 3 clusters Score -256939.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -256970.859375 Penalty: 3830.008789
	Iteration 6Q: 3 clusters Score -256970.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -256997.656250 Penalty: 3830.008789
	Iteration 7Q: 3 clusters Score -256997.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -257007.484375 Penalty: 3830.008789
	Iteration 8Q: 3 clusters Score -257007.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -257015.343750 Penalty: 3830.008789
	Iteration 9Q: 3 clusters Score -257015.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -257022.203125 Penalty: 3830.008789
	Iteration 10Q: 3 clusters Score -257022.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -257031.359375 Penalty: 3830.008789
	Iteration 11Q: 3 clusters Score -257031.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -257039.765625 Penalty: 3830.008789
	Iteration 12Q: 3 clusters Score -257039.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -257051.000000 Penalty: 3830.008789
	Iteration 13Q: 3 clusters Score -257051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -257062.437500 Penalty: 3830.008789
	Iteration 14Q: 3 clusters Score -257062.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -257075.000000 Penalty: 3830.008789
	Iteration 15Q: 3 clusters Score -257075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -257084.421875 Penalty: 3830.008789
	Iteration 16Q: 3 clusters Score -257084.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -257092.546875 Penalty: 3830.008789
	Iteration 17Q: 3 clusters Score -257092.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -257100.578125 Penalty: 3830.008789
	Iteration 18Q: 3 clusters Score -257100.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -257109.343750 Penalty: 3830.008789
	Iteration 19Q: 3 clusters Score -257109.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -257115.687500 Penalty: 3830.008789
	Iteration 20F: 3 clusters Score -257115.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -257120.078125 Penalty: 3830.008789
	Iteration 21Q: 3 clusters Score -257120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -257124.093750 Penalty: 3830.008789
	Iteration 22Q: 3 clusters Score -257124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -257126.734375 Penalty: 3830.008789
	Iteration 23Q: 3 clusters Score -257126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -257127.218750 Penalty: 3830.008789
	Iteration 24Q: 3 clusters Score -257127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -257128.578125 Penalty: 3830.008789
	Iteration 25Q: 3 clusters Score -257128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -257131.765625 Penalty: 3830.008789
	Iteration 26Q: 3 clusters Score -257131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -257135.828125 Penalty: 3830.008789
	Iteration 27Q: 3 clusters Score -257135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -257138.640625 Penalty: 3830.008789
	Iteration 28Q: 3 clusters Score -257138.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -257141.359375 Penalty: 3830.008789
	Iteration 29Q: 3 clusters Score -257141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -257144.281250 Penalty: 3830.008789
	Iteration 30Q: 3 clusters Score -257144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -257148.468750 Penalty: 3830.008789
	Iteration 31Q: 3 clusters Score -257148.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -257152.906250 Penalty: 3830.008789
	Iteration 32Q: 3 clusters Score -257152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -257155.968750 Penalty: 3830.008789
	Iteration 33Q: 3 clusters Score -257156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -257159.390625 Penalty: 3830.008789
	Iteration 34Q: 3 clusters Score -257159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -257160.656250 Penalty: 3830.008789
	Iteration 35Q: 3 clusters Score -257160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -257162.968750 Penalty: 3830.008789
	Iteration 36Q: 3 clusters Score -257163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -257166.031250 Penalty: 3830.008789
	Iteration 37Q: 3 clusters Score -257166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -257167.203125 Penalty: 3830.008789
	Iteration 38Q: 3 clusters Score -257167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -257168.281250 Penalty: 3830.008789
	Iteration 39Q: 3 clusters Score -257168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -257168.281250 Penalty: 3830.008789
	Iteration 40F: 3 clusters Score -257168.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Entering Unmasked Estep 
Score: -688024.375000 Penalty: 2189.793457
	Iteration 0F: 2 clusters Score -688024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -682379.500000 Penalty: 4379.586914
	Iteration 0F: 3 clusters Score -682379.5 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -684165.312500 Penalty: 4379.586914
	Iteration 1F: 3 clusters Score -684165.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -684656.562500 Penalty: 4379.586914
	Iteration 2F: 3 clusters Score -684656.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -685033.875000 Penalty: 4379.586914
	Iteration 3F: 3 clusters Score -685033.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -685289.312500 Penalty: 4379.586914
	Iteration 4F: 3 clusters Score -685289.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -685466.687500 Penalty: 4379.586914
	Iteration 5Q: 3 clusters Score -685466.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -685612.312500 Penalty: 4379.586914
	Iteration 6Q: 3 clusters Score -685612.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -685728.875000 Penalty: 4379.586914
	Iteration 7Q: 3 clusters Score -685728.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -685824.812500 Penalty: 4379.586914
	Iteration 8Q: 3 clusters Score -685824.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -685920.562500 Penalty: 4379.586914
	Iteration 9Q: 3 clusters Score -685920.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -685989.500000 Penalty: 4379.586914
	Iteration 10Q: 3 clusters Score -685989.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -686043.562500 Penalty: 4379.586914
	Iteration 11Q: 3 clusters Score -686043.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -686088.500000 Penalty: 4379.586914
	Iteration 12Q: 3 clusters Score -686088.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -686119.312500 Penalty: 4379.586914
	Iteration 13Q: 3 clusters Score -686119.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -686141.750000 Penalty: 4379.586914
	Iteration 14Q: 3 clusters Score -686141.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -686164.750000 Penalty: 4379.586914
	Iteration 15Q: 3 clusters Score -686164.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -686187.250000 Penalty: 4379.586914
	Iteration 16Q: 3 clusters Score -686187.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -686200.500000 Penalty: 4379.586914
	Iteration 17Q: 3 clusters Score -686200.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -686215.750000 Penalty: 4379.586914
	Iteration 18Q: 3 clusters Score -686215.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -686233.000000 Penalty: 4379.586914
	Iteration 19Q: 3 clusters Score -686233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -686250.250000 Penalty: 4379.586914
	Iteration 20F: 3 clusters Score -686250.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -686266.437500 Penalty: 4379.586914
	Iteration 21Q: 3 clusters Score -686266.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -686283.312500 Penalty: 4379.586914
	Iteration 22Q: 3 clusters Score -686283.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -686310.312500 Penalty: 4379.586914
	Iteration 23Q: 3 clusters Score -686310.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -686340.187500 Penalty: 4379.586914
	Iteration 24Q: 3 clusters Score -686340.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -686375.937500 Penalty: 4379.586914
	Iteration 25Q: 3 clusters Score -686375.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -686419.375000 Penalty: 4379.586914
	Iteration 26Q: 3 clusters Score -686419.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -686456.312500 Penalty: 4379.586914
	Iteration 27Q: 3 clusters Score -686456.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -686492.937500 Penalty: 4379.586914
	Iteration 28Q: 3 clusters Score -686492.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -686529.562500 Penalty: 4379.586914
	Iteration 29Q: 3 clusters Score -686529.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -686572.437500 Penalty: 4379.586914
	Iteration 30Q: 3 clusters Score -686572.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -686599.187500 Penalty: 4379.586914
	Iteration 31Q: 3 clusters Score -686599.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -686617.375000 Penalty: 4379.586914
	Iteration 32Q: 3 clusters Score -686617.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -686639.312500 Penalty: 4379.586914
	Iteration 33Q: 3 clusters Score -686639.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -686657.250000 Penalty: 4379.586914
	Iteration 34Q: 3 clusters Score -686657.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -686672.750000 Penalty: 4379.586914
	Iteration 35Q: 3 clusters Score -686672.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -686687.937500 Penalty: 4379.586914
	Iteration 36Q: 3 clusters Score -686687.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -686701.187500 Penalty: 4379.586914
	Iteration 37Q: 3 clusters Score -686701.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -686712.625000 Penalty: 4379.586914
	Iteration 38Q: 3 clusters Score -686712.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -686722.187500 Penalty: 4379.586914
	Iteration 39Q: 3 clusters Score -686722.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -686726.625000 Penalty: 4379.586914
	Iteration 40F: 3 clusters Score -686726.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -686734.187500 Penalty: 4379.586914
	Iteration 41Q: 3 clusters Score -686734.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -686741.812500 Penalty: 4379.586914
	Iteration 42Q: 3 clusters Score -686741.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -686752.500000 Penalty: 4379.586914
	Iteration 43Q: 3 clusters Score -686752.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -686769.750000 Penalty: 4379.586914
	Iteration 44Q: 3 clusters Score -686769.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -686785.437500 Penalty: 4379.586914
	Iteration 45Q: 3 clusters Score -686785.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -686805.000000 Penalty: 4379.586914
	Iteration 46Q: 3 clusters Score -686805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -686825.250000 Penalty: 4379.586914
	Iteration 47Q: 3 clusters Score -686825.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -686840.187500 Penalty: 4379.586914
	Iteration 48Q: 3 clusters Score -686840.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -686850.812500 Penalty: 4379.586914
	Iteration 49Q: 3 clusters Score -686850.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -686862.875000 Penalty: 4379.586914
	Iteration 50Q: 3 clusters Score -686862.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -686878.625000 Penalty: 4379.586914
	Iteration 51Q: 3 clusters Score -686878.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -686894.437500 Penalty: 4379.586914
	Iteration 52Q: 3 clusters Score -686894.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -686907.687500 Penalty: 4379.586914
	Iteration 53Q: 3 clusters Score -686907.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -686919.000000 Penalty: 4379.586914
	Iteration 54Q: 3 clusters Score -686919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -686925.750000 Penalty: 4379.586914
	Iteration 55Q: 3 clusters Score -686925.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -686933.250000 Penalty: 4379.586914
	Iteration 56Q: 3 clusters Score -686933.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -686935.875000 Penalty: 4379.586914
	Iteration 57Q: 3 clusters Score -686935.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -686940.875000 Penalty: 4379.586914
	Iteration 58Q: 3 clusters Score -686940.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -686943.187500 Penalty: 4379.586914
	Iteration 59Q: 3 clusters Score -686943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -686945.625000 Penalty: 4379.586914
	Iteration 60F: 3 clusters Score -686945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -686947.250000 Penalty: 4379.586914
	Iteration 61Q: 3 clusters Score -686947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -686947.375000 Penalty: 4379.586914
	Iteration 62Q: 3 clusters Score -686947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -686948.375000 Penalty: 4379.586914
	Iteration 63Q: 3 clusters Score -686948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -686951.937500 Penalty: 4379.586914
	Iteration 64Q: 3 clusters Score -686951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -686953.000000 Penalty: 4379.586914
	Iteration 65Q: 3 clusters Score -686953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -686953.687500 Penalty: 4379.586914
	Iteration 66Q: 3 clusters Score -686953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -686953.687500 Penalty: 4379.586914
	Iteration 67Q: 3 clusters Score -686953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -686955.375000 Penalty: 4379.586914
	Iteration 68Q: 3 clusters Score -686955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -686954.750000 Penalty: 4379.586914
	Iteration 69Q: 3 clusters Score -686954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -686956.125000 Penalty: 4379.586914
	Iteration 70Q: 3 clusters Score -686956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -686956.500000 Penalty: 4379.586914
	Iteration 71Q: 3 clusters Score -686956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -686956.250000 Penalty: 4379.586914
	Iteration 72Q: 3 clusters Score -686956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -686958.812500 Penalty: 4379.586914
	Iteration 73Q: 3 clusters Score -686958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -686959.000000 Penalty: 4379.586914
	Iteration 74Q: 3 clusters Score -686959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -686959.000000 Penalty: 4379.586914
	Iteration 75F: 3 clusters Score -686959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -312453.875000 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -312453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -309390.281250 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -309390.3 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -309941.656250 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -309941.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -310100.500000 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -310100.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -310202.187500 Penalty: 3907.376953
	Iteration 3Q: 3 clusters Score -310202.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -310275.250000 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -310275.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -310329.218750 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -310329.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -310371.843750 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -310371.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -310406.718750 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -310406.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -310436.062500 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -310436.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -310473.312500 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -310473.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -310502.468750 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -310502.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -310526.406250 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -310526.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -310554.656250 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -310554.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -310576.156250 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -310576.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -310597.468750 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -310597.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -310611.906250 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -310611.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -310621.062500 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -310621.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -310629.562500 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -310629.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -310639.875000 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -310639.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -310647.718750 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -310647.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -310659.312500 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -310659.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -310669.156250 Penalty: 3907.376953
	Iteration 21Q: 3 clusters Score -310669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -310671.625000 Penalty: 3907.376953
	Iteration 22Q: 3 clusters Score -310671.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -310676.625000 Penalty: 3907.376953
	Iteration 23Q: 3 clusters Score -310676.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -310687.156250 Penalty: 3907.376953
	Iteration 24Q: 3 clusters Score -310687.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -310693.906250 Penalty: 3907.376953
	Iteration 25Q: 3 clusters Score -310693.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -310700.218750 Penalty: 3907.376953
	Iteration 26Q: 3 clusters Score -310700.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -310709.375000 Penalty: 3907.376953
	Iteration 27Q: 3 clusters Score -310709.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -310715.437500 Penalty: 3907.376953
	Iteration 28Q: 3 clusters Score -310715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -310720.875000 Penalty: 3907.376953
	Iteration 29Q: 3 clusters Score -310720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -310725.500000 Penalty: 3907.376953
	Iteration 30Q: 3 clusters Score -310725.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -310728.062500 Penalty: 3907.376953
	Iteration 31Q: 3 clusters Score -310728.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -310731.843750 Penalty: 3907.376953
	Iteration 32Q: 3 clusters Score -310731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -310735.906250 Penalty: 3907.376953
	Iteration 33Q: 3 clusters Score -310735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -310736.968750 Penalty: 3907.376953
	Iteration 34Q: 3 clusters Score -310737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -310738.843750 Penalty: 3907.376953
	Iteration 35Q: 3 clusters Score -310738.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -310738.843750 Penalty: 3907.376953
	Iteration 36F: 3 clusters Score -310738.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Entering Unmasked Estep 
Score: -4049346.750000 Penalty: 2597.506592
	Iteration 0F: 2 clusters Score -4049347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4025342.500000 Penalty: 5195.013184
	Iteration 0F: 3 clusters Score -4025342 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4034181.500000 Penalty: 5195.013184
	Iteration 1F: 3 clusters Score -4034182 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4035088.500000 Penalty: 5195.013184
	Iteration 2F: 3 clusters Score -4035088 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4036458.500000 Penalty: 5195.013184
	Iteration 3F: 3 clusters Score -4036458 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4038186.750000 Penalty: 5195.013184
	Iteration 4F: 3 clusters Score -4038187 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4039943.000000 Penalty: 5195.013184
	Iteration 5F: 3 clusters Score -4039943 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4041490.250000 Penalty: 5195.013184
	Iteration 6F: 3 clusters Score -4041490 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4042657.500000 Penalty: 5195.013184
	Iteration 7F: 3 clusters Score -4042658 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -4043457.500000 Penalty: 5195.013184
	Iteration 8Q: 3 clusters Score -4043458 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4044050.750000 Penalty: 5195.013184
	Iteration 9Q: 3 clusters Score -4044051 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4044526.500000 Penalty: 5195.013184
	Iteration 10Q: 3 clusters Score -4044526 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4045005.500000 Penalty: 5195.013184
	Iteration 11Q: 3 clusters Score -4045006 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4045473.000000 Penalty: 5195.013184
	Iteration 12Q: 3 clusters Score -4045473 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -4045886.250000 Penalty: 5195.013184
	Iteration 13Q: 3 clusters Score -4045886 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -4046208.750000 Penalty: 5195.013184
	Iteration 14Q: 3 clusters Score -4046209 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4046431.000000 Penalty: 5195.013184
	Iteration 15Q: 3 clusters Score -4046431 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4046562.000000 Penalty: 5195.013184
	Iteration 16Q: 3 clusters Score -4046562 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -4046638.000000 Penalty: 5195.013184
	Iteration 17Q: 3 clusters Score -4046638 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4046710.250000 Penalty: 5195.013184
	Iteration 18Q: 3 clusters Score -4046710 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4046759.000000 Penalty: 5195.013184
	Iteration 19Q: 3 clusters Score -4046759 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -4046784.250000 Penalty: 5195.013184
	Iteration 20F: 3 clusters Score -4046784 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4046819.500000 Penalty: 5195.013184
	Iteration 21Q: 3 clusters Score -4046820 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4046827.750000 Penalty: 5195.013184
	Iteration 22Q: 3 clusters Score -4046828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4046835.250000 Penalty: 5195.013184
	Iteration 23Q: 3 clusters Score -4046835 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4046842.500000 Penalty: 5195.013184
	Iteration 24Q: 3 clusters Score -4046842 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -4046874.750000 Penalty: 5195.013184
	Iteration 25Q: 3 clusters Score -4046875 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4046889.500000 Penalty: 5195.013184
	Iteration 26Q: 3 clusters Score -4046890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4046888.750000 Penalty: 5195.013184
	Iteration 27Q: 3 clusters Score -4046889 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4046893.000000 Penalty: 5195.013184
	Iteration 28Q: 3 clusters Score -4046893 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4046897.500000 Penalty: 5195.013184
	Iteration 29Q: 3 clusters Score -4046898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -4046909.000000 Penalty: 5195.013184
	Iteration 30Q: 3 clusters Score -4046909 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4046925.250000 Penalty: 5195.013184
	Iteration 31Q: 3 clusters Score -4046925 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4046964.250000 Penalty: 5195.013184
	Iteration 32Q: 3 clusters Score -4046964 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4046979.250000 Penalty: 5195.013184
	Iteration 33Q: 3 clusters Score -4046979 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4046990.750000 Penalty: 5195.013184
	Iteration 34Q: 3 clusters Score -4046991 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -4047020.500000 Penalty: 5195.013184
	Iteration 35Q: 3 clusters Score -4047020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4047016.000000 Penalty: 5195.013184
	Iteration 36Q: 3 clusters Score -4047016 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -4047027.000000 Penalty: 5195.013184
	Iteration 37Q: 3 clusters Score -4047027 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -4047044.500000 Penalty: 5195.013184
	Iteration 38Q: 3 clusters Score -4047044 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4047056.250000 Penalty: 5195.013184
	Iteration 39Q: 3 clusters Score -4047056 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -4047081.750000 Penalty: 5195.013184
	Iteration 40F: 3 clusters Score -4047082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4047089.500000 Penalty: 5195.013184
	Iteration 41Q: 3 clusters Score -4047090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -4047108.000000 Penalty: 5195.013184
	Iteration 42Q: 3 clusters Score -4047108 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4047143.500000 Penalty: 5195.013184
	Iteration 43Q: 3 clusters Score -4047144 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -4047150.500000 Penalty: 5195.013184
	Iteration 44Q: 3 clusters Score -4047150 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -4047171.250000 Penalty: 5195.013184
	Iteration 45Q: 3 clusters Score -4047171 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4047189.750000 Penalty: 5195.013184
	Iteration 46Q: 3 clusters Score -4047190 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -4047194.750000 Penalty: 5195.013184
	Iteration 47Q: 3 clusters Score -4047195 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -4047211.500000 Penalty: 5195.013184
	Iteration 48Q: 3 clusters Score -4047212 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4047215.500000 Penalty: 5195.013184
	Iteration 49Q: 3 clusters Score -4047216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -4047212.250000 Penalty: 5195.013184
	Iteration 50Q: 3 clusters Score -4047212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4047218.250000 Penalty: 5195.013184
	Iteration 51Q: 3 clusters Score -4047218 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4047239.000000 Penalty: 5195.013184
	Iteration 52Q: 3 clusters Score -4047239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4047248.250000 Penalty: 5195.013184
	Iteration 53Q: 3 clusters Score -4047248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4047246.750000 Penalty: 5195.013184
	Iteration 54Q: 3 clusters Score -4047247 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -4047258.750000 Penalty: 5195.013184
	Iteration 55Q: 3 clusters Score -4047259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -4047273.250000 Penalty: 5195.013184
	Iteration 56Q: 3 clusters Score -4047273 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4047278.000000 Penalty: 5195.013184
	Iteration 57Q: 3 clusters Score -4047278 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -4047285.500000 Penalty: 5195.013184
	Iteration 58Q: 3 clusters Score -4047286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -4047283.750000 Penalty: 5195.013184
	Iteration 59Q: 3 clusters Score -4047284 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4047304.000000 Penalty: 5195.013184
	Iteration 60F: 3 clusters Score -4047304 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -4047313.500000 Penalty: 5195.013184
	Iteration 61Q: 3 clusters Score -4047314 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4047325.750000 Penalty: 5195.013184
	Iteration 62Q: 3 clusters Score -4047326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -4047349.000000 Penalty: 5195.013184
	Iteration 63Q: 3 clusters Score -4047349 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -4047365.000000 Penalty: 5195.013184
	Iteration 64Q: 3 clusters Score -4047365 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4047386.000000 Penalty: 5195.013184
	Iteration 65Q: 3 clusters Score -4047386 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4047397.250000 Penalty: 5195.013184
	Iteration 66Q: 3 clusters Score -4047397 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4047404.750000 Penalty: 5195.013184
	Iteration 67Q: 3 clusters Score -4047405 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -4047427.750000 Penalty: 5195.013184
	Iteration 68Q: 3 clusters Score -4047428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -4047447.000000 Penalty: 5195.013184
	Iteration 69Q: 3 clusters Score -4047447 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4047464.500000 Penalty: 5195.013184
	Iteration 70Q: 3 clusters Score -4047464 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4047498.750000 Penalty: 5195.013184
	Iteration 71Q: 3 clusters Score -4047499 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4047515.500000 Penalty: 5195.013184
	Iteration 72Q: 3 clusters Score -4047516 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4047525.250000 Penalty: 5195.013184
	Iteration 73Q: 3 clusters Score -4047525 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -4047555.000000 Penalty: 5195.013184
	Iteration 74Q: 3 clusters Score -4047555 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4047573.250000 Penalty: 5195.013184
	Iteration 75Q: 3 clusters Score -4047573 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -4047611.000000 Penalty: 5195.013184
	Iteration 76Q: 3 clusters Score -4047611 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -4047631.000000 Penalty: 5195.013184
	Iteration 77Q: 3 clusters Score -4047631 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -4047668.000000 Penalty: 5195.013184
	Iteration 78Q: 3 clusters Score -4047668 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -4047701.500000 Penalty: 5195.013184
	Iteration 79Q: 3 clusters Score -4047702 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -4047748.250000 Penalty: 5195.013184
	Iteration 80F: 3 clusters Score -4047748 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -4047791.250000 Penalty: 5195.013184
	Iteration 81Q: 3 clusters Score -4047791 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -4047842.250000 Penalty: 5195.013184
	Iteration 82Q: 3 clusters Score -4047842 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4047881.750000 Penalty: 5195.013184
	Iteration 83Q: 3 clusters Score -4047882 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -4047934.000000 Penalty: 5195.013184
	Iteration 84Q: 3 clusters Score -4047934 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4047989 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -4048029.250000 Penalty: 5195.013184
	Iteration 86Q: 3 clusters Score -4048029 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4048069 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -4048104.500000 Penalty: 5195.013184
	Iteration 88Q: 3 clusters Score -4048104 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4048125.000000 Penalty: 5195.013184
	Iteration 89Q: 3 clusters Score -4048125 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -4048181.250000 Penalty: 5195.013184
	Iteration 90Q: 3 clusters Score -4048181 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -4048238.250000 Penalty: 5195.013184
	Iteration 91Q: 3 clusters Score -4048238 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -4048294.000000 Penalty: 5195.013184
	Iteration 92Q: 3 clusters Score -4048294 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -4048362.250000 Penalty: 5195.013184
	Iteration 93Q: 3 clusters Score -4048362 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -4048424.750000 Penalty: 5195.013184
	Iteration 94Q: 3 clusters Score -4048425 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -4048492.500000 Penalty: 5195.013184
	Iteration 95Q: 3 clusters Score -4048492 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4048552.000000 Penalty: 5195.013184
	Iteration 96Q: 3 clusters Score -4048552 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4048626.250000 Penalty: 5195.013184
	Iteration 97Q: 3 clusters Score -4048626 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -4048683.000000 Penalty: 5195.013184
	Iteration 98Q: 3 clusters Score -4048683 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -4048780.000000 Penalty: 5195.013184
	Iteration 99Q: 3 clusters Score -4048780 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4048831.250000 Penalty: 5195.013184
	Iteration 100F: 3 clusters Score -4048831 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -4048872.750000 Penalty: 5195.013184
	Iteration 101Q: 3 clusters Score -4048873 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4048914.000000 Penalty: 5195.013184
	Iteration 102Q: 3 clusters Score -4048914 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -4048955.750000 Penalty: 5195.013184
	Iteration 103Q: 3 clusters Score -4048956 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4048976 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4049008.250000 Penalty: 5195.013184
	Iteration 105Q: 3 clusters Score -4049008 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -4049023.000000 Penalty: 5195.013184
	Iteration 106Q: 3 clusters Score -4049023 nChanged 105
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Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4049023 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4049031 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4049029.000000 Penalty: 5195.013184
	Iteration 109Q: 3 clusters Score -4049029 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4049053.250000 Penalty: 5195.013184
	Iteration 110Q: 3 clusters Score -4049053 nChanged 54
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Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4049073 nChanged 53
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Mstep: Class 1 contains 30067 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4049074 nChanged 44
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Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -4049082.000000 Penalty: 5195.013184
	Iteration 113Q: 3 clusters Score -4049082 nChanged 40
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Mstep: Class 1 contains 30149 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4049082 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -4049094.250000 Penalty: 5195.013184
	Iteration 115Q: 3 clusters Score -4049094 nChanged 28
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Mstep: Class 1 contains 30216 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4049096 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4049104.500000 Penalty: 5195.013184
	Iteration 117Q: 3 clusters Score -4049104 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30274 members 
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Entering Unmasked Estep 
Score: -4049115.250000 Penalty: 5195.013184
	Iteration 118Q: 3 clusters Score -4049115 nChanged 25
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Mstep: Class 1 contains 30299 members 
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Entering Unmasked Estep 
Score: -4049109.500000 Penalty: 5195.013184
	Iteration 119Q: 3 clusters Score -4049110 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30315 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4049110 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4049113.500000 Penalty: 5195.013184
	Iteration 121Q: 3 clusters Score -4049114 nChanged 14
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Mstep: Class 1 contains 30346 members 
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Entering Unmasked Estep 
Score: -4049117.250000 Penalty: 5195.013184
	Iteration 122Q: 3 clusters Score -4049117 nChanged 16
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Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4049124.500000 Penalty: 5195.013184
	Iteration 123Q: 3 clusters Score -4049124 nChanged 12
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Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4049123 nChanged 10
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Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4049124 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4049122.250000 Penalty: 5195.013184
	Iteration 126Q: 3 clusters Score -4049122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4049121.250000 Penalty: 5195.013184
	Iteration 127Q: 3 clusters Score -4049121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4049117.250000 Penalty: 5195.013184
	Iteration 128Q: 3 clusters Score -4049117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4049120.750000 Penalty: 5195.013184
	Iteration 129Q: 3 clusters Score -4049121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -4049125.250000 Penalty: 5195.013184
	Iteration 130Q: 3 clusters Score -4049125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4049129.750000 Penalty: 5195.013184
	Iteration 131Q: 3 clusters Score -4049130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4049130.250000 Penalty: 5195.013184
	Iteration 132Q: 3 clusters Score -4049130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -4049138.500000 Penalty: 5195.013184
	Iteration 133Q: 3 clusters Score -4049138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4049140.250000 Penalty: 5195.013184
	Iteration 134Q: 3 clusters Score -4049140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4049147.250000 Penalty: 5195.013184
	Iteration 135Q: 3 clusters Score -4049147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4049143.000000 Penalty: 5195.013184
	Iteration 136Q: 3 clusters Score -4049143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4049146.750000 Penalty: 5195.013184
	Iteration 137Q: 3 clusters Score -4049147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4049141.000000 Penalty: 5195.013184
	Iteration 138Q: 3 clusters Score -4049141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4049144.250000 Penalty: 5195.013184
	Iteration 139Q: 3 clusters Score -4049144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4049148.750000 Penalty: 5195.013184
	Iteration 140F: 3 clusters Score -4049149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4049153.250000 Penalty: 5195.013184
	Iteration 141Q: 3 clusters Score -4049153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4049157.000000 Penalty: 5195.013184
	Iteration 142Q: 3 clusters Score -4049157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4049153.500000 Penalty: 5195.013184
	Iteration 143Q: 3 clusters Score -4049154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -4049155.750000 Penalty: 5195.013184
	Iteration 144Q: 3 clusters Score -4049156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4049145.000000 Penalty: 5195.013184
	Iteration 145Q: 3 clusters Score -4049145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4049150.750000 Penalty: 5195.013184
	Iteration 146Q: 3 clusters Score -4049151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -4049147.750000 Penalty: 5195.013184
	Iteration 147Q: 3 clusters Score -4049148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4049148.000000 Penalty: 5195.013184
	Iteration 148Q: 3 clusters Score -4049148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4049151.500000 Penalty: 5195.013184
	Iteration 149Q: 3 clusters Score -4049152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -4049156.750000 Penalty: 5195.013184
	Iteration 150Q: 3 clusters Score -4049157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4049150.750000 Penalty: 5195.013184
	Iteration 151Q: 3 clusters Score -4049151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -4049150.500000 Penalty: 5195.013184
	Iteration 152Q: 3 clusters Score -4049150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -4049148.500000 Penalty: 5195.013184
	Iteration 153Q: 3 clusters Score -4049148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4049146.500000 Penalty: 5195.013184
	Iteration 154Q: 3 clusters Score -4049146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4049145.750000 Penalty: 5195.013184
	Iteration 155Q: 3 clusters Score -4049146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4049151.000000 Penalty: 5195.013184
	Iteration 156Q: 3 clusters Score -4049151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -4049149.000000 Penalty: 5195.013184
	Iteration 157Q: 3 clusters Score -4049149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4049144.250000 Penalty: 5195.013184
	Iteration 158Q: 3 clusters Score -4049144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4049152.250000 Penalty: 5195.013184
	Iteration 159Q: 3 clusters Score -4049152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4049161.750000 Penalty: 5195.013184
	Iteration 160F: 3 clusters Score -4049162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4049158.250000 Penalty: 5195.013184
	Iteration 161Q: 3 clusters Score -4049158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -4049155.750000 Penalty: 5195.013184
	Iteration 162Q: 3 clusters Score -4049156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4049150.750000 Penalty: 5195.013184
	Iteration 163Q: 3 clusters Score -4049151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -4049155.000000 Penalty: 5195.013184
	Iteration 164Q: 3 clusters Score -4049155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4049157.250000 Penalty: 5195.013184
	Iteration 165Q: 3 clusters Score -4049157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4049156.500000 Penalty: 5195.013184
	Iteration 166Q: 3 clusters Score -4049156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -4049158.500000 Penalty: 5195.013184
	Iteration 167Q: 3 clusters Score -4049158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -4049162.500000 Penalty: 5195.013184
	Iteration 168Q: 3 clusters Score -4049162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -4049166.250000 Penalty: 5195.013184
	Iteration 169Q: 3 clusters Score -4049166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4049171.000000 Penalty: 5195.013184
	Iteration 170Q: 3 clusters Score -4049171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4049168.000000 Penalty: 5195.013184
	Iteration 171Q: 3 clusters Score -4049168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -4049166.250000 Penalty: 5195.013184
	Iteration 172Q: 3 clusters Score -4049166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -4049169.500000 Penalty: 5195.013184
	Iteration 173Q: 3 clusters Score -4049170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4049168.000000 Penalty: 5195.013184
	Iteration 174Q: 3 clusters Score -4049168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -4049170.000000 Penalty: 5195.013184
	Iteration 175Q: 3 clusters Score -4049170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4049172.250000 Penalty: 5195.013184
	Iteration 176Q: 3 clusters Score -4049172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -4049166.500000 Penalty: 5195.013184
	Iteration 177Q: 3 clusters Score -4049166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -4049164.000000 Penalty: 5195.013184
	Iteration 178Q: 3 clusters Score -4049164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4049163.750000 Penalty: 5195.013184
	Iteration 179Q: 3 clusters Score -4049164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -4049165.750000 Penalty: 5195.013184
	Iteration 180F: 3 clusters Score -4049166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -4049165.000000 Penalty: 5195.013184
	Iteration 181Q: 3 clusters Score -4049165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4049168.250000 Penalty: 5195.013184
	Iteration 182Q: 3 clusters Score -4049168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -4049172.250000 Penalty: 5195.013184
	Iteration 183Q: 3 clusters Score -4049172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4049176.250000 Penalty: 5195.013184
	Iteration 184Q: 3 clusters Score -4049176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4049175.750000 Penalty: 5195.013184
	Iteration 185Q: 3 clusters Score -4049176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -4049179.250000 Penalty: 5195.013184
	Iteration 186Q: 3 clusters Score -4049179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4049177.500000 Penalty: 5195.013184
	Iteration 187Q: 3 clusters Score -4049178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4049176.750000 Penalty: 5195.013184
	Iteration 188Q: 3 clusters Score -4049177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4049177.750000 Penalty: 5195.013184
	Iteration 189Q: 3 clusters Score -4049178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4049180.250000 Penalty: 5195.013184
	Iteration 190Q: 3 clusters Score -4049180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4049180.250000 Penalty: 5195.013184
	Iteration 191F: 3 clusters Score -4049180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -233903.687500 Penalty: 1884.775757
	Iteration 0F: 2 clusters Score -233903.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -231323.921875 Penalty: 3769.551514
	Iteration 0F: 3 clusters Score -231323.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -231792.062500 Penalty: 3769.551514
	Iteration 1F: 3 clusters Score -231792.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -231910.218750 Penalty: 3769.551514
	Iteration 2F: 3 clusters Score -231910.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -231991.812500 Penalty: 3769.551514
	Iteration 3Q: 3 clusters Score -231991.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -232047.250000 Penalty: 3769.551514
	Iteration 4Q: 3 clusters Score -232047.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -232082.968750 Penalty: 3769.551514
	Iteration 5Q: 3 clusters Score -232083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -232108.718750 Penalty: 3769.551514
	Iteration 6Q: 3 clusters Score -232108.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -232126.109375 Penalty: 3769.551514
	Iteration 7Q: 3 clusters Score -232126.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -232141.218750 Penalty: 3769.551514
	Iteration 8Q: 3 clusters Score -232141.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -232152.937500 Penalty: 3769.551514
	Iteration 9Q: 3 clusters Score -232152.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232161.140625 Penalty: 3769.551514
	Iteration 10Q: 3 clusters Score -232161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232167.406250 Penalty: 3769.551514
	Iteration 11Q: 3 clusters Score -232167.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -232173.984375 Penalty: 3769.551514
	Iteration 12Q: 3 clusters Score -232174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232177.000000 Penalty: 3769.551514
	Iteration 13Q: 3 clusters Score -232177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -232178.171875 Penalty: 3769.551514
	Iteration 14Q: 3 clusters Score -232178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -232178.500000 Penalty: 3769.551514
	Iteration 15Q: 3 clusters Score -232178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -232179.343750 Penalty: 3769.551514
	Iteration 16Q: 3 clusters Score -232179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -232179.093750 Penalty: 3769.551514
	Iteration 17Q: 3 clusters Score -232179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232179.609375 Penalty: 3769.551514
	Iteration 18Q: 3 clusters Score -232179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232179.609375 Penalty: 3769.551514
	Iteration 19F: 3 clusters Score -232179.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Entering Unmasked Estep 
Score: -2859753.750000 Penalty: 2503.082520
	Iteration 0F: 2 clusters Score -2859754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2843025.000000 Penalty: 5006.165039
	Iteration 0F: 3 clusters Score -2843025 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2848864.500000 Penalty: 5006.165039
	Iteration 1F: 3 clusters Score -2848864 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2849338.000000 Penalty: 5006.165039
	Iteration 2F: 3 clusters Score -2849338 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2849760.250000 Penalty: 5006.165039
	Iteration 3Q: 3 clusters Score -2849760 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2850167.750000 Penalty: 5006.165039
	Iteration 4Q: 3 clusters Score -2850168 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2850611.500000 Penalty: 5006.165039
	Iteration 5Q: 3 clusters Score -2850612 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2851106.000000 Penalty: 5006.165039
	Iteration 6Q: 3 clusters Score -2851106 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2851729.000000 Penalty: 5006.165039
	Iteration 7Q: 3 clusters Score -2851729 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2852379.000000 Penalty: 5006.165039
	Iteration 8Q: 3 clusters Score -2852379 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2853068.000000 Penalty: 5006.165039
	Iteration 9F: 3 clusters Score -2853068 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2853740.750000 Penalty: 5006.165039
	Iteration 10Q: 3 clusters Score -2853741 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2854318.500000 Penalty: 5006.165039
	Iteration 11Q: 3 clusters Score -2854318 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2854746.750000 Penalty: 5006.165039
	Iteration 12Q: 3 clusters Score -2854747 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2855101.750000 Penalty: 5006.165039
	Iteration 13Q: 3 clusters Score -2855102 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2855389.750000 Penalty: 5006.165039
	Iteration 14Q: 3 clusters Score -2855390 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2855591.000000 Penalty: 5006.165039
	Iteration 15Q: 3 clusters Score -2855591 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2855761.500000 Penalty: 5006.165039
	Iteration 16Q: 3 clusters Score -2855762 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2855938.500000 Penalty: 5006.165039
	Iteration 17Q: 3 clusters Score -2855938 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2856156.500000 Penalty: 5006.165039
	Iteration 18Q: 3 clusters Score -2856156 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2856391.000000 Penalty: 5006.165039
	Iteration 19Q: 3 clusters Score -2856391 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2856685.750000 Penalty: 5006.165039
	Iteration 20F: 3 clusters Score -2856686 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2856976.250000 Penalty: 5006.165039
	Iteration 21Q: 3 clusters Score -2856976 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2857302.500000 Penalty: 5006.165039
	Iteration 22Q: 3 clusters Score -2857302 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2857677.250000 Penalty: 5006.165039
	Iteration 23Q: 3 clusters Score -2857677 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2858020.500000 Penalty: 5006.165039
	Iteration 24Q: 3 clusters Score -2858020 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2858316.750000 Penalty: 5006.165039
	Iteration 25Q: 3 clusters Score -2858317 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2858531.500000 Penalty: 5006.165039
	Iteration 26Q: 3 clusters Score -2858532 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2858649.250000 Penalty: 5006.165039
	Iteration 27Q: 3 clusters Score -2858649 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2858720.500000 Penalty: 5006.165039
	Iteration 28Q: 3 clusters Score -2858720 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2858768.750000 Penalty: 5006.165039
	Iteration 29Q: 3 clusters Score -2858769 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2858815.750000 Penalty: 5006.165039
	Iteration 30Q: 3 clusters Score -2858816 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2858819.500000 Penalty: 5006.165039
	Iteration 31Q: 3 clusters Score -2858820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2858844.250000 Penalty: 5006.165039
	Iteration 32Q: 3 clusters Score -2858844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2858847.750000 Penalty: 5006.165039
	Iteration 33Q: 3 clusters Score -2858848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2858846.500000 Penalty: 5006.165039
	Iteration 34Q: 3 clusters Score -2858846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2858846.250000 Penalty: 5006.165039
	Iteration 35Q: 3 clusters Score -2858846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2858850.750000 Penalty: 5006.165039
	Iteration 36Q: 3 clusters Score -2858851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2858854.750000 Penalty: 5006.165039
	Iteration 37Q: 3 clusters Score -2858855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2858861.500000 Penalty: 5006.165039
	Iteration 38Q: 3 clusters Score -2858862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2858860.500000 Penalty: 5006.165039
	Iteration 39Q: 3 clusters Score -2858860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2858861.250000 Penalty: 5006.165039
	Iteration 40F: 3 clusters Score -2858861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2858865.000000 Penalty: 5006.165039
	Iteration 41Q: 3 clusters Score -2858865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2858860.500000 Penalty: 5006.165039
	Iteration 42Q: 3 clusters Score -2858860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2858855.000000 Penalty: 5006.165039
	Iteration 43Q: 3 clusters Score -2858855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2858857.750000 Penalty: 5006.165039
	Iteration 44Q: 3 clusters Score -2858858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2858858.750000 Penalty: 5006.165039
	Iteration 45Q: 3 clusters Score -2858859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2858855.250000 Penalty: 5006.165039
	Iteration 46Q: 3 clusters Score -2858855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2858852.750000 Penalty: 5006.165039
	Iteration 47Q: 3 clusters Score -2858853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2858858.000000 Penalty: 5006.165039
	Iteration 48Q: 3 clusters Score -2858858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2858862.500000 Penalty: 5006.165039
	Iteration 49Q: 3 clusters Score -2858862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2858860.750000 Penalty: 5006.165039
	Iteration 50Q: 3 clusters Score -2858861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2858859.750000 Penalty: 5006.165039
	Iteration 51Q: 3 clusters Score -2858860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2858860.750000 Penalty: 5006.165039
	Iteration 52Q: 3 clusters Score -2858861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2858859.500000 Penalty: 5006.165039
	Iteration 53Q: 3 clusters Score -2858860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2858861.000000 Penalty: 5006.165039
	Iteration 54Q: 3 clusters Score -2858861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2858861.000000 Penalty: 5006.165039
	Iteration 55F: 3 clusters Score -2858861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -1174717.750000 Penalty: 2286.312744
	Iteration 0F: 2 clusters Score -1174718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1167047.000000 Penalty: 4572.625488
	Iteration 0F: 3 clusters Score -1167047 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1169326.125000 Penalty: 4572.625488
	Iteration 1F: 3 clusters Score -1169326 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1169617.625000 Penalty: 4572.625488
	Iteration 2F: 3 clusters Score -1169618 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1169797.250000 Penalty: 4572.625488
	Iteration 3Q: 3 clusters Score -1169797 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1169932.750000 Penalty: 4572.625488
	Iteration 4Q: 3 clusters Score -1169933 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1170043.375000 Penalty: 4572.625488
	Iteration 5Q: 3 clusters Score -1170043 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1170132.375000 Penalty: 4572.625488
	Iteration 6Q: 3 clusters Score -1170132 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1170219.500000 Penalty: 4572.625488
	Iteration 7Q: 3 clusters Score -1170220 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1170325.750000 Penalty: 4572.625488
	Iteration 8Q: 3 clusters Score -1170326 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1170429.375000 Penalty: 4572.625488
	Iteration 9Q: 3 clusters Score -1170429 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1170545.625000 Penalty: 4572.625488
	Iteration 10Q: 3 clusters Score -1170546 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1170665.000000 Penalty: 4572.625488
	Iteration 11Q: 3 clusters Score -1170665 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1170822.000000 Penalty: 4572.625488
	Iteration 12Q: 3 clusters Score -1170822 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1170992.875000 Penalty: 4572.625488
	Iteration 13Q: 3 clusters Score -1170993 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1171197.000000 Penalty: 4572.625488
	Iteration 14Q: 3 clusters Score -1171197 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1171416.750000 Penalty: 4572.625488
	Iteration 15Q: 3 clusters Score -1171417 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1171632.000000 Penalty: 4572.625488
	Iteration 16Q: 3 clusters Score -1171632 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1171820.125000 Penalty: 4572.625488
	Iteration 17Q: 3 clusters Score -1171820 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1171975.750000 Penalty: 4572.625488
	Iteration 18Q: 3 clusters Score -1171976 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1172123.375000 Penalty: 4572.625488
	Iteration 19Q: 3 clusters Score -1172123 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1172233.750000 Penalty: 4572.625488
	Iteration 20F: 3 clusters Score -1172234 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1172339.125000 Penalty: 4572.625488
	Iteration 21Q: 3 clusters Score -1172339 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1172418.625000 Penalty: 4572.625488
	Iteration 22Q: 3 clusters Score -1172419 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1172484.875000 Penalty: 4572.625488
	Iteration 23Q: 3 clusters Score -1172485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1172542.000000 Penalty: 4572.625488
	Iteration 24Q: 3 clusters Score -1172542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1172580.250000 Penalty: 4572.625488
	Iteration 25Q: 3 clusters Score -1172580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1172611.250000 Penalty: 4572.625488
	Iteration 26Q: 3 clusters Score -1172611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1172631.750000 Penalty: 4572.625488
	Iteration 27Q: 3 clusters Score -1172632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1172643.875000 Penalty: 4572.625488
	Iteration 28Q: 3 clusters Score -1172644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1172654.750000 Penalty: 4572.625488
	Iteration 29Q: 3 clusters Score -1172655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1172665.875000 Penalty: 4572.625488
	Iteration 30Q: 3 clusters Score -1172666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1172676.375000 Penalty: 4572.625488
	Iteration 31Q: 3 clusters Score -1172676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1172692.500000 Penalty: 4572.625488
	Iteration 32Q: 3 clusters Score -1172692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1172699.250000 Penalty: 4572.625488
	Iteration 33Q: 3 clusters Score -1172699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1172706.750000 Penalty: 4572.625488
	Iteration 34Q: 3 clusters Score -1172707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1172715.000000 Penalty: 4572.625488
	Iteration 35Q: 3 clusters Score -1172715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1172720.375000 Penalty: 4572.625488
	Iteration 36Q: 3 clusters Score -1172720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1172722.750000 Penalty: 4572.625488
	Iteration 37Q: 3 clusters Score -1172723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1172725.000000 Penalty: 4572.625488
	Iteration 38Q: 3 clusters Score -1172725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1172723.875000 Penalty: 4572.625488
	Iteration 39Q: 3 clusters Score -1172724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1172726.875000 Penalty: 4572.625488
	Iteration 40F: 3 clusters Score -1172727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1172730.250000 Penalty: 4572.625488
	Iteration 41Q: 3 clusters Score -1172730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1172731.000000 Penalty: 4572.625488
	Iteration 42Q: 3 clusters Score -1172731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1172733.125000 Penalty: 4572.625488
	Iteration 43Q: 3 clusters Score -1172733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1172734.875000 Penalty: 4572.625488
	Iteration 44Q: 3 clusters Score -1172735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1172737.750000 Penalty: 4572.625488
	Iteration 45Q: 3 clusters Score -1172738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1172741.750000 Penalty: 4572.625488
	Iteration 46Q: 3 clusters Score -1172742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1172748.375000 Penalty: 4572.625488
	Iteration 47Q: 3 clusters Score -1172748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1172755.750000 Penalty: 4572.625488
	Iteration 48Q: 3 clusters Score -1172756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1172759.750000 Penalty: 4572.625488
	Iteration 49Q: 3 clusters Score -1172760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1172762.750000 Penalty: 4572.625488
	Iteration 50Q: 3 clusters Score -1172763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1172765.375000 Penalty: 4572.625488
	Iteration 51Q: 3 clusters Score -1172765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1172766.875000 Penalty: 4572.625488
	Iteration 52Q: 3 clusters Score -1172767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1172770.500000 Penalty: 4572.625488
	Iteration 53Q: 3 clusters Score -1172770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1172770.875000 Penalty: 4572.625488
	Iteration 54Q: 3 clusters Score -1172771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1172771.500000 Penalty: 4572.625488
	Iteration 55Q: 3 clusters Score -1172772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1172771.500000 Penalty: 4572.625488
	Iteration 56F: 3 clusters Score -1172772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Entering Unmasked Estep 
Score: -5315343.500000 Penalty: 2680.642090
	Iteration 0F: 2 clusters Score -5315344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -5281853.500000 Penalty: 5361.284180
	Iteration 0F: 3 clusters Score -5281854 nChanged 22931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -5295048.000000 Penalty: 5361.284180
	Iteration 1F: 3 clusters Score -5295048 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -5295908.000000 Penalty: 5361.284180
	Iteration 2Q: 3 clusters Score -5295908 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5296892.500000 Penalty: 5361.284180
	Iteration 3Q: 3 clusters Score -5296892 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5298082.000000 Penalty: 5361.284180
	Iteration 4F: 3 clusters Score -5298082 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -5299505.500000 Penalty: 5361.284180
	Iteration 5F: 3 clusters Score -5299506 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5301091.500000 Penalty: 5361.284180
	Iteration 6F: 3 clusters Score -5301092 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -5302880.000000 Penalty: 5361.284180
	Iteration 7F: 3 clusters Score -5302880 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5304680.000000 Penalty: 5361.284180
	Iteration 8F: 3 clusters Score -5304680 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -5306435.000000 Penalty: 5361.284180
	Iteration 9F: 3 clusters Score -5306435 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5308090.500000 Penalty: 5361.284180
	Iteration 10Q: 3 clusters Score -5308090 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -5309357.500000 Penalty: 5361.284180
	Iteration 11Q: 3 clusters Score -5309358 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -5310324.000000 Penalty: 5361.284180
	Iteration 12Q: 3 clusters Score -5310324 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5311101.500000 Penalty: 5361.284180
	Iteration 13Q: 3 clusters Score -5311102 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5311749.000000 Penalty: 5361.284180
	Iteration 14Q: 3 clusters Score -5311749 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -5312236.000000 Penalty: 5361.284180
	Iteration 15Q: 3 clusters Score -5312236 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -5312623.000000 Penalty: 5361.284180
	Iteration 16Q: 3 clusters Score -5312623 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5312888.500000 Penalty: 5361.284180
	Iteration 17Q: 3 clusters Score -5312888 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5313103.500000 Penalty: 5361.284180
	Iteration 18Q: 3 clusters Score -5313104 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5313296.000000 Penalty: 5361.284180
	Iteration 19Q: 3 clusters Score -5313296 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5313411.500000 Penalty: 5361.284180
	Iteration 20F: 3 clusters Score -5313412 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5313506.500000 Penalty: 5361.284180
	Iteration 21Q: 3 clusters Score -5313506 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5313577.000000 Penalty: 5361.284180
	Iteration 22Q: 3 clusters Score -5313577 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5313615.500000 Penalty: 5361.284180
	Iteration 23Q: 3 clusters Score -5313616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5313634.500000 Penalty: 5361.284180
	Iteration 24Q: 3 clusters Score -5313634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5313663.000000 Penalty: 5361.284180
	Iteration 25Q: 3 clusters Score -5313663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5313685.000000 Penalty: 5361.284180
	Iteration 26Q: 3 clusters Score -5313685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5313720.500000 Penalty: 5361.284180
	Iteration 27Q: 3 clusters Score -5313720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5313766.000000 Penalty: 5361.284180
	Iteration 28Q: 3 clusters Score -5313766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5313814.000000 Penalty: 5361.284180
	Iteration 29Q: 3 clusters Score -5313814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5313879.500000 Penalty: 5361.284180
	Iteration 30Q: 3 clusters Score -5313880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5313960.000000 Penalty: 5361.284180
	Iteration 31Q: 3 clusters Score -5313960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5314020.500000 Penalty: 5361.284180
	Iteration 32Q: 3 clusters Score -5314020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5314046.500000 Penalty: 5361.284180
	Iteration 33Q: 3 clusters Score -5314046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5314070.000000 Penalty: 5361.284180
	Iteration 34Q: 3 clusters Score -5314070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5314090.500000 Penalty: 5361.284180
	Iteration 35Q: 3 clusters Score -5314090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5314110.000000 Penalty: 5361.284180
	Iteration 36Q: 3 clusters Score -5314110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5314135.500000 Penalty: 5361.284180
	Iteration 37Q: 3 clusters Score -5314136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5314154.000000 Penalty: 5361.284180
	Iteration 38Q: 3 clusters Score -5314154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5314149.500000 Penalty: 5361.284180
	Iteration 39Q: 3 clusters Score -5314150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5314156.500000 Penalty: 5361.284180
	Iteration 40F: 3 clusters Score -5314156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5314161.000000 Penalty: 5361.284180
	Iteration 41Q: 3 clusters Score -5314161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5314163.500000 Penalty: 5361.284180
	Iteration 42Q: 3 clusters Score -5314164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5314162.000000 Penalty: 5361.284180
	Iteration 43Q: 3 clusters Score -5314162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5314166.500000 Penalty: 5361.284180
	Iteration 44Q: 3 clusters Score -5314166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5314165.500000 Penalty: 5361.284180
	Iteration 45Q: 3 clusters Score -5314166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5314162.500000 Penalty: 5361.284180
	Iteration 46Q: 3 clusters Score -5314162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5314161.000000 Penalty: 5361.284180
	Iteration 47Q: 3 clusters Score -5314161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5314164.500000 Penalty: 5361.284180
	Iteration 48Q: 3 clusters Score -5314164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5314169.500000 Penalty: 5361.284180
	Iteration 49Q: 3 clusters Score -5314170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5314174.500000 Penalty: 5361.284180
	Iteration 50Q: 3 clusters Score -5314174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5314178.500000 Penalty: 5361.284180
	Iteration 51Q: 3 clusters Score -5314178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5314181.500000 Penalty: 5361.284180
	Iteration 52Q: 3 clusters Score -5314182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5314175.500000 Penalty: 5361.284180
	Iteration 53Q: 3 clusters Score -5314176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5314181.000000 Penalty: 5361.284180
	Iteration 54Q: 3 clusters Score -5314181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5314186.000000 Penalty: 5361.284180
	Iteration 55Q: 3 clusters Score -5314186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5314186.000000 Penalty: 5361.284180
	Iteration 56F: 3 clusters Score -5314186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -406145.031250 Penalty: 2028.580688
	Iteration 0F: 2 clusters Score -406145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -402522.937500 Penalty: 4057.161377
	Iteration 0F: 3 clusters Score -402522.9 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -403286.812500 Penalty: 4057.161377
	Iteration 1F: 3 clusters Score -403286.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -403472.843750 Penalty: 4057.161377
	Iteration 2F: 3 clusters Score -403472.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -403642.687500 Penalty: 4057.161377
	Iteration 3F: 3 clusters Score -403642.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -403796.625000 Penalty: 4057.161377
	Iteration 4F: 3 clusters Score -403796.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -403943.593750 Penalty: 4057.161377
	Iteration 5Q: 3 clusters Score -403943.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -404116.375000 Penalty: 4057.161377
	Iteration 6Q: 3 clusters Score -404116.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -404304.343750 Penalty: 4057.161377
	Iteration 7F: 3 clusters Score -404304.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -404486.843750 Penalty: 4057.161377
	Iteration 8Q: 3 clusters Score -404486.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -404671.906250 Penalty: 4057.161377
	Iteration 9Q: 3 clusters Score -404671.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -404793.281250 Penalty: 4057.161377
	Iteration 10Q: 3 clusters Score -404793.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -404866.656250 Penalty: 4057.161377
	Iteration 11Q: 3 clusters Score -404866.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -404910.000000 Penalty: 4057.161377
	Iteration 12Q: 3 clusters Score -404910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -404947.125000 Penalty: 4057.161377
	Iteration 13Q: 3 clusters Score -404947.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -404967.531250 Penalty: 4057.161377
	Iteration 14Q: 3 clusters Score -404967.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -404991.250000 Penalty: 4057.161377
	Iteration 15Q: 3 clusters Score -404991.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -405008.812500 Penalty: 4057.161377
	Iteration 16Q: 3 clusters Score -405008.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -405025.218750 Penalty: 4057.161377
	Iteration 17Q: 3 clusters Score -405025.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -405034.843750 Penalty: 4057.161377
	Iteration 18Q: 3 clusters Score -405034.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -405041.156250 Penalty: 4057.161377
	Iteration 19Q: 3 clusters Score -405041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -405042.625000 Penalty: 4057.161377
	Iteration 20F: 3 clusters Score -405042.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -405043.906250 Penalty: 4057.161377
	Iteration 21Q: 3 clusters Score -405043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -405045.718750 Penalty: 4057.161377
	Iteration 22Q: 3 clusters Score -405045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -405047.906250 Penalty: 4057.161377
	Iteration 23Q: 3 clusters Score -405047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -405047.937500 Penalty: 4057.161377
	Iteration 24Q: 3 clusters Score -405047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -405047.437500 Penalty: 4057.161377
	Iteration 25Q: 3 clusters Score -405047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -405047.437500 Penalty: 4057.161377
	Iteration 26F: 3 clusters Score -405047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Entering Unmasked Estep 
Score: -3143120.000000 Penalty: 2533.911621
	Iteration 0F: 2 clusters Score -3143120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3124387.000000 Penalty: 5067.823242
	Iteration 0F: 3 clusters Score -3124387 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3131097.250000 Penalty: 5067.823242
	Iteration 1F: 3 clusters Score -3131097 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3131653.750000 Penalty: 5067.823242
	Iteration 2F: 3 clusters Score -3131654 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3132199.750000 Penalty: 5067.823242
	Iteration 3Q: 3 clusters Score -3132200 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3132756.000000 Penalty: 5067.823242
	Iteration 4Q: 3 clusters Score -3132756 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3133371.500000 Penalty: 5067.823242
	Iteration 5Q: 3 clusters Score -3133372 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3134162.750000 Penalty: 5067.823242
	Iteration 6Q: 3 clusters Score -3134163 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3135018.000000 Penalty: 5067.823242
	Iteration 7F: 3 clusters Score -3135018 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3135860.500000 Penalty: 5067.823242
	Iteration 8F: 3 clusters Score -3135860 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3136658.500000 Penalty: 5067.823242
	Iteration 9Q: 3 clusters Score -3136658 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3137323.250000 Penalty: 5067.823242
	Iteration 10Q: 3 clusters Score -3137323 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3137821.000000 Penalty: 5067.823242
	Iteration 11Q: 3 clusters Score -3137821 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3138181.500000 Penalty: 5067.823242
	Iteration 12Q: 3 clusters Score -3138182 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3138477.500000 Penalty: 5067.823242
	Iteration 13Q: 3 clusters Score -3138478 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3138767.750000 Penalty: 5067.823242
	Iteration 14Q: 3 clusters Score -3138768 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3139011.500000 Penalty: 5067.823242
	Iteration 15Q: 3 clusters Score -3139012 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -3139250.750000 Penalty: 5067.823242
	Iteration 16Q: 3 clusters Score -3139251 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3139479.750000 Penalty: 5067.823242
	Iteration 17Q: 3 clusters Score -3139480 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3139695.750000 Penalty: 5067.823242
	Iteration 18Q: 3 clusters Score -3139696 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3139927.250000 Penalty: 5067.823242
	Iteration 19Q: 3 clusters Score -3139927 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3140164.500000 Penalty: 5067.823242
	Iteration 20F: 3 clusters Score -3140164 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3140391.500000 Penalty: 5067.823242
	Iteration 21Q: 3 clusters Score -3140392 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3140562.500000 Penalty: 5067.823242
	Iteration 22Q: 3 clusters Score -3140562 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3140703.750000 Penalty: 5067.823242
	Iteration 23Q: 3 clusters Score -3140704 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3140851.250000 Penalty: 5067.823242
	Iteration 24Q: 3 clusters Score -3140851 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3140980.000000 Penalty: 5067.823242
	Iteration 25Q: 3 clusters Score -3140980 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3141083.000000 Penalty: 5067.823242
	Iteration 26Q: 3 clusters Score -3141083 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3141143.750000 Penalty: 5067.823242
	Iteration 27Q: 3 clusters Score -3141144 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3141243.250000 Penalty: 5067.823242
	Iteration 28Q: 3 clusters Score -3141243 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3141311.750000 Penalty: 5067.823242
	Iteration 29Q: 3 clusters Score -3141312 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3141346.750000 Penalty: 5067.823242
	Iteration 30Q: 3 clusters Score -3141347 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3141377.000000 Penalty: 5067.823242
	Iteration 31Q: 3 clusters Score -3141377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -3141410.750000 Penalty: 5067.823242
	Iteration 32Q: 3 clusters Score -3141411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3141437.500000 Penalty: 5067.823242
	Iteration 33Q: 3 clusters Score -3141438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3141453.000000 Penalty: 5067.823242
	Iteration 34Q: 3 clusters Score -3141453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3141476.750000 Penalty: 5067.823242
	Iteration 35Q: 3 clusters Score -3141477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3141494.500000 Penalty: 5067.823242
	Iteration 36Q: 3 clusters Score -3141494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3141522.250000 Penalty: 5067.823242
	Iteration 37Q: 3 clusters Score -3141522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3141534.500000 Penalty: 5067.823242
	Iteration 38Q: 3 clusters Score -3141534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3141538.750000 Penalty: 5067.823242
	Iteration 39Q: 3 clusters Score -3141539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3141567.250000 Penalty: 5067.823242
	Iteration 40F: 3 clusters Score -3141567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3141569.750000 Penalty: 5067.823242
	Iteration 41Q: 3 clusters Score -3141570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3141583.000000 Penalty: 5067.823242
	Iteration 42Q: 3 clusters Score -3141583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3141593.750000 Penalty: 5067.823242
	Iteration 43Q: 3 clusters Score -3141594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3141609.000000 Penalty: 5067.823242
	Iteration 44Q: 3 clusters Score -3141609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3141616.500000 Penalty: 5067.823242
	Iteration 45Q: 3 clusters Score -3141616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3141631.500000 Penalty: 5067.823242
	Iteration 46Q: 3 clusters Score -3141632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -3141645.500000 Penalty: 5067.823242
	Iteration 47Q: 3 clusters Score -3141646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -3141660.750000 Penalty: 5067.823242
	Iteration 48Q: 3 clusters Score -3141661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3141675.500000 Penalty: 5067.823242
	Iteration 49Q: 3 clusters Score -3141676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3141673.250000 Penalty: 5067.823242
	Iteration 50Q: 3 clusters Score -3141673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3141675.500000 Penalty: 5067.823242
	Iteration 51Q: 3 clusters Score -3141676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3141680.500000 Penalty: 5067.823242
	Iteration 52Q: 3 clusters Score -3141680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3141682.250000 Penalty: 5067.823242
	Iteration 53Q: 3 clusters Score -3141682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3141679.250000 Penalty: 5067.823242
	Iteration 54Q: 3 clusters Score -3141679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3141683.500000 Penalty: 5067.823242
	Iteration 55Q: 3 clusters Score -3141684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3141683.000000 Penalty: 5067.823242
	Iteration 56Q: 3 clusters Score -3141683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3141691.500000 Penalty: 5067.823242
	Iteration 57Q: 3 clusters Score -3141692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3141693.000000 Penalty: 5067.823242
	Iteration 58Q: 3 clusters Score -3141693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3141686.000000 Penalty: 5067.823242
	Iteration 59Q: 3 clusters Score -3141686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3141695.500000 Penalty: 5067.823242
	Iteration 60F: 3 clusters Score -3141696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3141701.250000 Penalty: 5067.823242
	Iteration 61Q: 3 clusters Score -3141701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3141702.500000 Penalty: 5067.823242
	Iteration 62Q: 3 clusters Score -3141702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3141704.000000 Penalty: 5067.823242
	Iteration 63Q: 3 clusters Score -3141704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3141711.500000 Penalty: 5067.823242
	Iteration 64Q: 3 clusters Score -3141712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3141714.250000 Penalty: 5067.823242
	Iteration 65Q: 3 clusters Score -3141714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3141711.250000 Penalty: 5067.823242
	Iteration 66Q: 3 clusters Score -3141711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3141713.250000 Penalty: 5067.823242
	Iteration 67Q: 3 clusters Score -3141713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3141713.250000 Penalty: 5067.823242
	Iteration 68F: 3 clusters Score -3141713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -1254529.250000 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -1254529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1246332.125000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1246332 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1248987.375000 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1248987 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1249567.125000 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1249567 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1250089.500000 Penalty: 4607.373047
	Iteration 3F: 3 clusters Score -1250090 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1250468.625000 Penalty: 4607.373047
	Iteration 4F: 3 clusters Score -1250469 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1250755.750000 Penalty: 4607.373047
	Iteration 5Q: 3 clusters Score -1250756 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1250988.375000 Penalty: 4607.373047
	Iteration 6Q: 3 clusters Score -1250988 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1251188.875000 Penalty: 4607.373047
	Iteration 7Q: 3 clusters Score -1251189 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1251339.750000 Penalty: 4607.373047
	Iteration 8Q: 3 clusters Score -1251340 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1251479.750000 Penalty: 4607.373047
	Iteration 9Q: 3 clusters Score -1251480 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1251612.250000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -1251612 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1251752.375000 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -1251752 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1251868.125000 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -1251868 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1251964.500000 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -1251964 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1252058.375000 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -1252058 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1252157.875000 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -1252158 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1252264.000000 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -1252264 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1252363.625000 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -1252364 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1252432.125000 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -1252432 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1252508.500000 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -1252508 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1252599.250000 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -1252599 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1252678.125000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -1252678 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1252747.125000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -1252747 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1252808.750000 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -1252809 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1252857.875000 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -1252858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1252906.250000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -1252906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1252959.375000 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -1252959 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1253020.125000 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -1253020 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1253071.375000 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -1253071 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1253142.375000 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -1253142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1253223.750000 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -1253224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1253310.375000 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -1253310 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1253429.250000 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -1253429 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1253537.000000 Penalty: 4607.373047
	Iteration 33Q: 3 clusters Score -1253537 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1253622.250000 Penalty: 4607.373047
	Iteration 34Q: 3 clusters Score -1253622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1253644.125000 Penalty: 4607.373047
	Iteration 35Q: 3 clusters Score -1253644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1253657.500000 Penalty: 4607.373047
	Iteration 36Q: 3 clusters Score -1253658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1253665.125000 Penalty: 4607.373047
	Iteration 37Q: 3 clusters Score -1253665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1253670.750000 Penalty: 4607.373047
	Iteration 38Q: 3 clusters Score -1253671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1253669.500000 Penalty: 4607.373047
	Iteration 39Q: 3 clusters Score -1253670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1253673.750000 Penalty: 4607.373047
	Iteration 40F: 3 clusters Score -1253674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1253676.250000 Penalty: 4607.373047
	Iteration 41Q: 3 clusters Score -1253676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1253676.500000 Penalty: 4607.373047
	Iteration 42Q: 3 clusters Score -1253676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1253677.000000 Penalty: 4607.373047
	Iteration 43Q: 3 clusters Score -1253677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1253680.375000 Penalty: 4607.373047
	Iteration 44Q: 3 clusters Score -1253680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1253680.375000 Penalty: 4607.373047
	Iteration 45F: 3 clusters Score -1253680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -769353.312500 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -769353.3 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 3285 members 
Entering Unmasked Estep 
Score: -763939.187500 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -763939.2 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -765315.062500 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -765315.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -765540.937500 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -765540.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -765687.375000 Penalty: 4349.752930
	Iteration 3Q: 3 clusters Score -765687.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -765799.312500 Penalty: 4349.752930
	Iteration 4Q: 3 clusters Score -765799.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -765878.250000 Penalty: 4349.752930
	Iteration 5Q: 3 clusters Score -765878.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -765958.312500 Penalty: 4349.752930
	Iteration 6Q: 3 clusters Score -765958.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -766031.375000 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -766031.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -766108.312500 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -766108.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -766172.062500 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -766172.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -766267.187500 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -766267.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -766360.000000 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -766360 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -766443.500000 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -766443.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -766526.937500 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -766526.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -766604.937500 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -766604.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -766668.875000 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -766668.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -766736.750000 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -766736.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -766821.687500 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -766821.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -766905.250000 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -766905.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -766977.687500 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -766977.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -767053.125000 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -767053.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -767119.000000 Penalty: 4349.752930
	Iteration 21Q: 3 clusters Score -767119 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -767173.937500 Penalty: 4349.752930
	Iteration 22Q: 3 clusters Score -767173.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -767220.625000 Penalty: 4349.752930
	Iteration 23Q: 3 clusters Score -767220.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -767261.375000 Penalty: 4349.752930
	Iteration 24Q: 3 clusters Score -767261.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -767287.000000 Penalty: 4349.752930
	Iteration 25Q: 3 clusters Score -767287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -767315.312500 Penalty: 4349.752930
	Iteration 26Q: 3 clusters Score -767315.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -767339.375000 Penalty: 4349.752930
	Iteration 27Q: 3 clusters Score -767339.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -767358.562500 Penalty: 4349.752930
	Iteration 28Q: 3 clusters Score -767358.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -767376.812500 Penalty: 4349.752930
	Iteration 29Q: 3 clusters Score -767376.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -767394.750000 Penalty: 4349.752930
	Iteration 30Q: 3 clusters Score -767394.8 nChanged 21
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: -767409.187500 Penalty: 4349.752930
	Iteration 31Q: 3 clusters Score -767409.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -767419.250000 Penalty: 4349.752930
	Iteration 32Q: 3 clusters Score -767419.2 nChanged 17
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: -767434.187500 Penalty: 4349.752930
	Iteration 33Q: 3 clusters Score -767434.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -767447.000000 Penalty: 4349.752930
	Iteration 34Q: 3 clusters Score -767447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -767454.812500 Penalty: 4349.752930
	Iteration 35Q: 3 clusters Score -767454.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -767459.937500 Penalty: 4349.752930
	Iteration 36Q: 3 clusters Score -767459.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -767469.062500 Penalty: 4349.752930
	Iteration 37Q: 3 clusters Score -767469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -767473.875000 Penalty: 4349.752930
	Iteration 38Q: 3 clusters Score -767473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -767476.875000 Penalty: 4349.752930
	Iteration 39Q: 3 clusters Score -767476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -767483.437500 Penalty: 4349.752930
	Iteration 40F: 3 clusters Score -767483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -767486.437500 Penalty: 4349.752930
	Iteration 41Q: 3 clusters Score -767486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -767488.125000 Penalty: 4349.752930
	Iteration 42Q: 3 clusters Score -767488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -767490.750000 Penalty: 4349.752930
	Iteration 43Q: 3 clusters Score -767490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -767490.625000 Penalty: 4349.752930
	Iteration 44Q: 3 clusters Score -767490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -767491.875000 Penalty: 4349.752930
	Iteration 45Q: 3 clusters Score -767491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -767492.312500 Penalty: 4349.752930
	Iteration 46Q: 3 clusters Score -767492.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -767492.750000 Penalty: 4349.752930
	Iteration 47Q: 3 clusters Score -767492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -767492.750000 Penalty: 4349.752930
	Iteration 48F: 3 clusters Score -767492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -38667.003906 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -38667 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 197 members 
Entering Unmasked Estep 
Score: -37409.226562 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -37409.23 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37638.628906 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -37638.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37699.222656 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -37699.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37726.925781 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -37726.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37754.093750 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -37754.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37768.160156 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -37768.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37783.042969 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -37783.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37785.230469 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -37785.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37786.476562 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -37786.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37791.976562 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -37791.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37800.355469 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -37800.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37830.953125 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -37830.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37873.253906 Penalty: 2927.706055
	Iteration 12Q: 3 clusters Score -37873.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37904.234375 Penalty: 2927.706055
	Iteration 13Q: 3 clusters Score -37904.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37916.710938 Penalty: 2927.706055
	Iteration 14Q: 3 clusters Score -37916.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37921.890625 Penalty: 2927.706055
	Iteration 15Q: 3 clusters Score -37921.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37922.347656 Penalty: 2927.706055
	Iteration 16F: 3 clusters Score -37922.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37936.878906 Penalty: 2927.706055
	Iteration 17Q: 3 clusters Score -37936.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37937.683594 Penalty: 2927.706055
	Iteration 18Q: 3 clusters Score -37937.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37937.683594 Penalty: 2927.706055
	Iteration 19F: 3 clusters Score -37937.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Entering Unmasked Estep 
Score: -2005538.000000 Penalty: 2415.044434
	Iteration 0F: 2 clusters Score -2005538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1993419.500000 Penalty: 4830.088867
	Iteration 0F: 3 clusters Score -1993420 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1997442.375000 Penalty: 4830.088867
	Iteration 1F: 3 clusters Score -1997442 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1997922.500000 Penalty: 4830.088867
	Iteration 2F: 3 clusters Score -1997922 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1998450.125000 Penalty: 4830.088867
	Iteration 3F: 3 clusters Score -1998450 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1999021.125000 Penalty: 4830.088867
	Iteration 4F: 3 clusters Score -1999021 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1999636.875000 Penalty: 4830.088867
	Iteration 5F: 3 clusters Score -1999637 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2000252.000000 Penalty: 4830.088867
	Iteration 6F: 3 clusters Score -2000252 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2000889.625000 Penalty: 4830.088867
	Iteration 7F: 3 clusters Score -2000890 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2001412.500000 Penalty: 4830.088867
	Iteration 8F: 3 clusters Score -2001412 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2001734.375000 Penalty: 4830.088867
	Iteration 9Q: 3 clusters Score -2001734 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2001925.125000 Penalty: 4830.088867
	Iteration 10Q: 3 clusters Score -2001925 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2002017.000000 Penalty: 4830.088867
	Iteration 11Q: 3 clusters Score -2002017 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2002084.625000 Penalty: 4830.088867
	Iteration 12Q: 3 clusters Score -2002085 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2002129.625000 Penalty: 4830.088867
	Iteration 13Q: 3 clusters Score -2002130 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2002164.875000 Penalty: 4830.088867
	Iteration 14Q: 3 clusters Score -2002165 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2002200.875000 Penalty: 4830.088867
	Iteration 15Q: 3 clusters Score -2002201 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2002230.125000 Penalty: 4830.088867
	Iteration 16Q: 3 clusters Score -2002230 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2002249.750000 Penalty: 4830.088867
	Iteration 17Q: 3 clusters Score -2002250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2002283.500000 Penalty: 4830.088867
	Iteration 18Q: 3 clusters Score -2002284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2002308.000000 Penalty: 4830.088867
	Iteration 19Q: 3 clusters Score -2002308 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2002335.375000 Penalty: 4830.088867
	Iteration 20F: 3 clusters Score -2002335 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2002364.625000 Penalty: 4830.088867
	Iteration 21Q: 3 clusters Score -2002365 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2002388.750000 Penalty: 4830.088867
	Iteration 22Q: 3 clusters Score -2002389 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2002429.000000 Penalty: 4830.088867
	Iteration 23Q: 3 clusters Score -2002429 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2002473.750000 Penalty: 4830.088867
	Iteration 24Q: 3 clusters Score -2002474 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2002516.875000 Penalty: 4830.088867
	Iteration 25Q: 3 clusters Score -2002517 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2002560.375000 Penalty: 4830.088867
	Iteration 26Q: 3 clusters Score -2002560 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2002612.125000 Penalty: 4830.088867
	Iteration 27Q: 3 clusters Score -2002612 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2002668.000000 Penalty: 4830.088867
	Iteration 28Q: 3 clusters Score -2002668 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2002732.875000 Penalty: 4830.088867
	Iteration 29Q: 3 clusters Score -2002733 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2002804.125000 Penalty: 4830.088867
	Iteration 30Q: 3 clusters Score -2002804 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2002864.125000 Penalty: 4830.088867
	Iteration 31Q: 3 clusters Score -2002864 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2002924.250000 Penalty: 4830.088867
	Iteration 32Q: 3 clusters Score -2002924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2002971.625000 Penalty: 4830.088867
	Iteration 33Q: 3 clusters Score -2002972 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2003022.125000 Penalty: 4830.088867
	Iteration 34Q: 3 clusters Score -2003022 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2003068.500000 Penalty: 4830.088867
	Iteration 35Q: 3 clusters Score -2003068 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2003105.625000 Penalty: 4830.088867
	Iteration 36Q: 3 clusters Score -2003106 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2003135.500000 Penalty: 4830.088867
	Iteration 37Q: 3 clusters Score -2003136 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2003160.250000 Penalty: 4830.088867
	Iteration 38Q: 3 clusters Score -2003160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2003184.000000 Penalty: 4830.088867
	Iteration 39Q: 3 clusters Score -2003184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2003192.625000 Penalty: 4830.088867
	Iteration 40F: 3 clusters Score -2003193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2003201.125000 Penalty: 4830.088867
	Iteration 41Q: 3 clusters Score -2003201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2003202.750000 Penalty: 4830.088867
	Iteration 42Q: 3 clusters Score -2003203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2003209.375000 Penalty: 4830.088867
	Iteration 43Q: 3 clusters Score -2003209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2003211.625000 Penalty: 4830.088867
	Iteration 44Q: 3 clusters Score -2003212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2003220.500000 Penalty: 4830.088867
	Iteration 45Q: 3 clusters Score -2003220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2003214.250000 Penalty: 4830.088867
	Iteration 46Q: 3 clusters Score -2003214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2003214.500000 Penalty: 4830.088867
	Iteration 47Q: 3 clusters Score -2003214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2003217.125000 Penalty: 4830.088867
	Iteration 48Q: 3 clusters Score -2003217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2003218.625000 Penalty: 4830.088867
	Iteration 49Q: 3 clusters Score -2003219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2003221.625000 Penalty: 4830.088867
	Iteration 50Q: 3 clusters Score -2003222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2003224.125000 Penalty: 4830.088867
	Iteration 51Q: 3 clusters Score -2003224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2003225.125000 Penalty: 4830.088867
	Iteration 52Q: 3 clusters Score -2003225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2003229.125000 Penalty: 4830.088867
	Iteration 53Q: 3 clusters Score -2003229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2003231.375000 Penalty: 4830.088867
	Iteration 54Q: 3 clusters Score -2003231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2003231.375000 Penalty: 4830.088867
	Iteration 55Q: 3 clusters Score -2003231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2003235.125000 Penalty: 4830.088867
	Iteration 56Q: 3 clusters Score -2003235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2003232.250000 Penalty: 4830.088867
	Iteration 57Q: 3 clusters Score -2003232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2003234.000000 Penalty: 4830.088867
	Iteration 58Q: 3 clusters Score -2003234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2003237.125000 Penalty: 4830.088867
	Iteration 59Q: 3 clusters Score -2003237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2003238.625000 Penalty: 4830.088867
	Iteration 60F: 3 clusters Score -2003239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2003237.000000 Penalty: 4830.088867
	Iteration 61Q: 3 clusters Score -2003237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2003240.875000 Penalty: 4830.088867
	Iteration 62Q: 3 clusters Score -2003241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2003239.375000 Penalty: 4830.088867
	Iteration 63Q: 3 clusters Score -2003239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2003242.500000 Penalty: 4830.088867
	Iteration 64Q: 3 clusters Score -2003242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2003244.875000 Penalty: 4830.088867
	Iteration 65Q: 3 clusters Score -2003245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2003241.625000 Penalty: 4830.088867
	Iteration 66Q: 3 clusters Score -2003242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2003243.500000 Penalty: 4830.088867
	Iteration 67Q: 3 clusters Score -2003244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2003244.375000 Penalty: 4830.088867
	Iteration 68Q: 3 clusters Score -2003244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2003245.750000 Penalty: 4830.088867
	Iteration 69Q: 3 clusters Score -2003246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2003239.750000 Penalty: 4830.088867
	Iteration 70Q: 3 clusters Score -2003240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2003239.750000 Penalty: 4830.088867
	Iteration 71Q: 3 clusters Score -2003240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2003240.250000 Penalty: 4830.088867
	Iteration 72Q: 3 clusters Score -2003240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2003245.000000 Penalty: 4830.088867
	Iteration 73Q: 3 clusters Score -2003245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2003244.500000 Penalty: 4830.088867
	Iteration 74Q: 3 clusters Score -2003244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2003240.750000 Penalty: 4830.088867
	Iteration 75Q: 3 clusters Score -2003241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2003243.250000 Penalty: 4830.088867
	Iteration 76Q: 3 clusters Score -2003243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2003243.250000 Penalty: 4830.088867
	Iteration 77F: 3 clusters Score -2003243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Entering Unmasked Estep 
Score: -2523359.750000 Penalty: 2478.073242
	Iteration 0F: 2 clusters Score -2523360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2508011.500000 Penalty: 4956.146484
	Iteration 0F: 3 clusters Score -2508012 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2513287.750000 Penalty: 4956.146484
	Iteration 1F: 3 clusters Score -2513288 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2513785.250000 Penalty: 4956.146484
	Iteration 2F: 3 clusters Score -2513785 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2514264.750000 Penalty: 4956.146484
	Iteration 3F: 3 clusters Score -2514265 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2514724.500000 Penalty: 4956.146484
	Iteration 4Q: 3 clusters Score -2514724 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2515245.500000 Penalty: 4956.146484
	Iteration 5Q: 3 clusters Score -2515246 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2515789.500000 Penalty: 4956.146484
	Iteration 6Q: 3 clusters Score -2515790 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2516345.250000 Penalty: 4956.146484
	Iteration 7Q: 3 clusters Score -2516345 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2516965.250000 Penalty: 4956.146484
	Iteration 8Q: 3 clusters Score -2516965 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2517602.500000 Penalty: 4956.146484
	Iteration 9Q: 3 clusters Score -2517602 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2518231.750000 Penalty: 4956.146484
	Iteration 10Q: 3 clusters Score -2518232 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2518878.250000 Penalty: 4956.146484
	Iteration 11Q: 3 clusters Score -2518878 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2519468.000000 Penalty: 4956.146484
	Iteration 12Q: 3 clusters Score -2519468 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2519906.000000 Penalty: 4956.146484
	Iteration 13Q: 3 clusters Score -2519906 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2520223.250000 Penalty: 4956.146484
	Iteration 14Q: 3 clusters Score -2520223 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2520436.000000 Penalty: 4956.146484
	Iteration 15Q: 3 clusters Score -2520436 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2520603.000000 Penalty: 4956.146484
	Iteration 16Q: 3 clusters Score -2520603 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2520733.250000 Penalty: 4956.146484
	Iteration 17Q: 3 clusters Score -2520733 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2520825.750000 Penalty: 4956.146484
	Iteration 18Q: 3 clusters Score -2520826 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2520919.750000 Penalty: 4956.146484
	Iteration 19Q: 3 clusters Score -2520920 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2520998.250000 Penalty: 4956.146484
	Iteration 20F: 3 clusters Score -2520998 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2521077.500000 Penalty: 4956.146484
	Iteration 21Q: 3 clusters Score -2521078 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2521144.500000 Penalty: 4956.146484
	Iteration 22Q: 3 clusters Score -2521144 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2521197.750000 Penalty: 4956.146484
	Iteration 23Q: 3 clusters Score -2521198 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2521241.750000 Penalty: 4956.146484
	Iteration 24Q: 3 clusters Score -2521242 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2521290.250000 Penalty: 4956.146484
	Iteration 25Q: 3 clusters Score -2521290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2521326.750000 Penalty: 4956.146484
	Iteration 26Q: 3 clusters Score -2521327 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2521359.250000 Penalty: 4956.146484
	Iteration 27Q: 3 clusters Score -2521359 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2521400.250000 Penalty: 4956.146484
	Iteration 28Q: 3 clusters Score -2521400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2521419.750000 Penalty: 4956.146484
	Iteration 29Q: 3 clusters Score -2521420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2521449.250000 Penalty: 4956.146484
	Iteration 30Q: 3 clusters Score -2521449 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2521477.750000 Penalty: 4956.146484
	Iteration 31Q: 3 clusters Score -2521478 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2521501.000000 Penalty: 4956.146484
	Iteration 32Q: 3 clusters Score -2521501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2521528.750000 Penalty: 4956.146484
	Iteration 33Q: 3 clusters Score -2521529 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2521552.250000 Penalty: 4956.146484
	Iteration 34Q: 3 clusters Score -2521552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2521572.500000 Penalty: 4956.146484
	Iteration 35Q: 3 clusters Score -2521572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2521589.750000 Penalty: 4956.146484
	Iteration 36Q: 3 clusters Score -2521590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2521603.500000 Penalty: 4956.146484
	Iteration 37Q: 3 clusters Score -2521604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2521619.000000 Penalty: 4956.146484
	Iteration 38Q: 3 clusters Score -2521619 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2521632.500000 Penalty: 4956.146484
	Iteration 39Q: 3 clusters Score -2521632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2521640.500000 Penalty: 4956.146484
	Iteration 40F: 3 clusters Score -2521640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2521646.750000 Penalty: 4956.146484
	Iteration 41Q: 3 clusters Score -2521647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2521660.250000 Penalty: 4956.146484
	Iteration 42Q: 3 clusters Score -2521660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2521668.500000 Penalty: 4956.146484
	Iteration 43Q: 3 clusters Score -2521668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2521675.250000 Penalty: 4956.146484
	Iteration 44Q: 3 clusters Score -2521675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2521675.500000 Penalty: 4956.146484
	Iteration 45Q: 3 clusters Score -2521676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2521679.500000 Penalty: 4956.146484
	Iteration 46Q: 3 clusters Score -2521680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2521680.750000 Penalty: 4956.146484
	Iteration 47Q: 3 clusters Score -2521681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2521682.250000 Penalty: 4956.146484
	Iteration 48Q: 3 clusters Score -2521682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2521685.500000 Penalty: 4956.146484
	Iteration 49Q: 3 clusters Score -2521686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2521687.250000 Penalty: 4956.146484
	Iteration 50Q: 3 clusters Score -2521687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2521695.000000 Penalty: 4956.146484
	Iteration 51Q: 3 clusters Score -2521695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2521694.500000 Penalty: 4956.146484
	Iteration 52Q: 3 clusters Score -2521694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2521697.500000 Penalty: 4956.146484
	Iteration 53Q: 3 clusters Score -2521698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2521696.750000 Penalty: 4956.146484
	Iteration 54Q: 3 clusters Score -2521697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2521699.000000 Penalty: 4956.146484
	Iteration 55Q: 3 clusters Score -2521699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2521698.750000 Penalty: 4956.146484
	Iteration 56Q: 3 clusters Score -2521699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2521697.750000 Penalty: 4956.146484
	Iteration 57Q: 3 clusters Score -2521698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2521699.000000 Penalty: 4956.146484
	Iteration 58Q: 3 clusters Score -2521699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2521699.000000 Penalty: 4956.146484
	Iteration 59F: 3 clusters Score -2521699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Entering Unmasked Estep 
Score: -1947776.125000 Penalty: 2441.864990
	Iteration 0F: 2 clusters Score -1947776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1934524.125000 Penalty: 4883.729980
	Iteration 0F: 3 clusters Score -1934524 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1939997.750000 Penalty: 4883.729980
	Iteration 1F: 3 clusters Score -1939998 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1941490.750000 Penalty: 4883.729980
	Iteration 2F: 3 clusters Score -1941491 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1942936.000000 Penalty: 4883.729980
	Iteration 3F: 3 clusters Score -1942936 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1944055.125000 Penalty: 4883.729980
	Iteration 4F: 3 clusters Score -1944055 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1944907.000000 Penalty: 4883.729980
	Iteration 5F: 3 clusters Score -1944907 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1945465.750000 Penalty: 4883.729980
	Iteration 6Q: 3 clusters Score -1945466 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1945876.375000 Penalty: 4883.729980
	Iteration 7Q: 3 clusters Score -1945876 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1946202.625000 Penalty: 4883.729980
	Iteration 8Q: 3 clusters Score -1946203 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1946439.750000 Penalty: 4883.729980
	Iteration 9Q: 3 clusters Score -1946440 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1946607.500000 Penalty: 4883.729980
	Iteration 10Q: 3 clusters Score -1946608 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1946714.500000 Penalty: 4883.729980
	Iteration 11Q: 3 clusters Score -1946714 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1946819.625000 Penalty: 4883.729980
	Iteration 12Q: 3 clusters Score -1946820 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1946904.000000 Penalty: 4883.729980
	Iteration 13Q: 3 clusters Score -1946904 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1946956.750000 Penalty: 4883.729980
	Iteration 14Q: 3 clusters Score -1946957 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1946998.875000 Penalty: 4883.729980
	Iteration 15Q: 3 clusters Score -1946999 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1947030.125000 Penalty: 4883.729980
	Iteration 16Q: 3 clusters Score -1947030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1947057.125000 Penalty: 4883.729980
	Iteration 17Q: 3 clusters Score -1947057 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1947074.750000 Penalty: 4883.729980
	Iteration 18Q: 3 clusters Score -1947075 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1947088.250000 Penalty: 4883.729980
	Iteration 19Q: 3 clusters Score -1947088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1947105.125000 Penalty: 4883.729980
	Iteration 20F: 3 clusters Score -1947105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1947114.625000 Penalty: 4883.729980
	Iteration 21Q: 3 clusters Score -1947115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1947122.875000 Penalty: 4883.729980
	Iteration 22Q: 3 clusters Score -1947123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1947129.125000 Penalty: 4883.729980
	Iteration 23Q: 3 clusters Score -1947129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1947134.375000 Penalty: 4883.729980
	Iteration 24Q: 3 clusters Score -1947134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1947141.250000 Penalty: 4883.729980
	Iteration 25Q: 3 clusters Score -1947141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1947144.000000 Penalty: 4883.729980
	Iteration 26Q: 3 clusters Score -1947144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1947156.250000 Penalty: 4883.729980
	Iteration 27Q: 3 clusters Score -1947156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1947164.250000 Penalty: 4883.729980
	Iteration 28Q: 3 clusters Score -1947164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1947170.250000 Penalty: 4883.729980
	Iteration 29Q: 3 clusters Score -1947170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1947175.250000 Penalty: 4883.729980
	Iteration 30Q: 3 clusters Score -1947175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1947172.375000 Penalty: 4883.729980
	Iteration 31Q: 3 clusters Score -1947172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1947177.375000 Penalty: 4883.729980
	Iteration 32Q: 3 clusters Score -1947177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1947182.375000 Penalty: 4883.729980
	Iteration 33Q: 3 clusters Score -1947182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1947183.125000 Penalty: 4883.729980
	Iteration 34Q: 3 clusters Score -1947183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1947190.500000 Penalty: 4883.729980
	Iteration 35Q: 3 clusters Score -1947190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1947196.625000 Penalty: 4883.729980
	Iteration 36Q: 3 clusters Score -1947197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1947196.125000 Penalty: 4883.729980
	Iteration 37Q: 3 clusters Score -1947196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1947201.500000 Penalty: 4883.729980
	Iteration 38Q: 3 clusters Score -1947202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1947204.000000 Penalty: 4883.729980
	Iteration 39Q: 3 clusters Score -1947204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1947207.250000 Penalty: 4883.729980
	Iteration 40F: 3 clusters Score -1947207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1947209.500000 Penalty: 4883.729980
	Iteration 41Q: 3 clusters Score -1947210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1947213.375000 Penalty: 4883.729980
	Iteration 42Q: 3 clusters Score -1947213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1947211.125000 Penalty: 4883.729980
	Iteration 43Q: 3 clusters Score -1947211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1947211.750000 Penalty: 4883.729980
	Iteration 44Q: 3 clusters Score -1947212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1947214.875000 Penalty: 4883.729980
	Iteration 45Q: 3 clusters Score -1947215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1947220.625000 Penalty: 4883.729980
	Iteration 46Q: 3 clusters Score -1947221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1947224.375000 Penalty: 4883.729980
	Iteration 47Q: 3 clusters Score -1947224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1947228.000000 Penalty: 4883.729980
	Iteration 48Q: 3 clusters Score -1947228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1947229.500000 Penalty: 4883.729980
	Iteration 49Q: 3 clusters Score -1947230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1947231.500000 Penalty: 4883.729980
	Iteration 50Q: 3 clusters Score -1947232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1947231.000000 Penalty: 4883.729980
	Iteration 51Q: 3 clusters Score -1947231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1947231.375000 Penalty: 4883.729980
	Iteration 52Q: 3 clusters Score -1947231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1947233.125000 Penalty: 4883.729980
	Iteration 53Q: 3 clusters Score -1947233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1947236.000000 Penalty: 4883.729980
	Iteration 54Q: 3 clusters Score -1947236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1947232.250000 Penalty: 4883.729980
	Iteration 55Q: 3 clusters Score -1947232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1947231.625000 Penalty: 4883.729980
	Iteration 56Q: 3 clusters Score -1947232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1947233.125000 Penalty: 4883.729980
	Iteration 57Q: 3 clusters Score -1947233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1947233.125000 Penalty: 4883.729980
	Iteration 58Q: 3 clusters Score -1947233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1947233.625000 Penalty: 4883.729980
	Iteration 59Q: 3 clusters Score -1947234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1947234.500000 Penalty: 4883.729980
	Iteration 60F: 3 clusters Score -1947234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1947234.750000 Penalty: 4883.729980
	Iteration 61Q: 3 clusters Score -1947235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1947233.375000 Penalty: 4883.729980
	Iteration 62Q: 3 clusters Score -1947233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1947237.125000 Penalty: 4883.729980
	Iteration 63Q: 3 clusters Score -1947237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1947238.125000 Penalty: 4883.729980
	Iteration 64Q: 3 clusters Score -1947238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1947236.875000 Penalty: 4883.729980
	Iteration 65Q: 3 clusters Score -1947237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1947236.875000 Penalty: 4883.729980
	Iteration 66Q: 3 clusters Score -1947237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1947236.875000 Penalty: 4883.729980
	Iteration 67F: 3 clusters Score -1947237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Entering Unmasked Estep 
Score: -1050501.625000 Penalty: 2257.427979
	Iteration 0F: 2 clusters Score -1050502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1043415.125000 Penalty: 4514.855957
	Iteration 0F: 3 clusters Score -1043415 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1045442.562500 Penalty: 4514.855957
	Iteration 1F: 3 clusters Score -1045443 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1045802.062500 Penalty: 4514.855957
	Iteration 2F: 3 clusters Score -1045802 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1046102.687500 Penalty: 4514.855957
	Iteration 3F: 3 clusters Score -1046103 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1046339.250000 Penalty: 4514.855957
	Iteration 4F: 3 clusters Score -1046339 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1046620.625000 Penalty: 4514.855957
	Iteration 5Q: 3 clusters Score -1046621 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1046952.687500 Penalty: 4514.855957
	Iteration 6F: 3 clusters Score -1046953 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1047327.687500 Penalty: 4514.855957
	Iteration 7F: 3 clusters Score -1047328 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1047688.250000 Penalty: 4514.855957
	Iteration 8F: 3 clusters Score -1047688 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1047991.937500 Penalty: 4514.855957
	Iteration 9Q: 3 clusters Score -1047992 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1048199.062500 Penalty: 4514.855957
	Iteration 10Q: 3 clusters Score -1048199 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1048323.062500 Penalty: 4514.855957
	Iteration 11Q: 3 clusters Score -1048323 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1048415.125000 Penalty: 4514.855957
	Iteration 12Q: 3 clusters Score -1048415 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1048477.562500 Penalty: 4514.855957
	Iteration 13Q: 3 clusters Score -1048478 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1048523.062500 Penalty: 4514.855957
	Iteration 14Q: 3 clusters Score -1048523 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1048562.687500 Penalty: 4514.855957
	Iteration 15Q: 3 clusters Score -1048563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1048591.750000 Penalty: 4514.855957
	Iteration 16Q: 3 clusters Score -1048592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1048616.125000 Penalty: 4514.855957
	Iteration 17Q: 3 clusters Score -1048616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1048627.750000 Penalty: 4514.855957
	Iteration 18Q: 3 clusters Score -1048628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1048642.750000 Penalty: 4514.855957
	Iteration 19Q: 3 clusters Score -1048643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1048651.875000 Penalty: 4514.855957
	Iteration 20F: 3 clusters Score -1048652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1048656.250000 Penalty: 4514.855957
	Iteration 21Q: 3 clusters Score -1048656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1048661.000000 Penalty: 4514.855957
	Iteration 22Q: 3 clusters Score -1048661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1048665.375000 Penalty: 4514.855957
	Iteration 23Q: 3 clusters Score -1048665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1048667.000000 Penalty: 4514.855957
	Iteration 24Q: 3 clusters Score -1048667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1048669.500000 Penalty: 4514.855957
	Iteration 25Q: 3 clusters Score -1048670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1048670.625000 Penalty: 4514.855957
	Iteration 26Q: 3 clusters Score -1048671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1048674.125000 Penalty: 4514.855957
	Iteration 27Q: 3 clusters Score -1048674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1048677.000000 Penalty: 4514.855957
	Iteration 28Q: 3 clusters Score -1048677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1048677.875000 Penalty: 4514.855957
	Iteration 29Q: 3 clusters Score -1048678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1048678.625000 Penalty: 4514.855957
	Iteration 30Q: 3 clusters Score -1048679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1048680.250000 Penalty: 4514.855957
	Iteration 31Q: 3 clusters Score -1048680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1048681.000000 Penalty: 4514.855957
	Iteration 32Q: 3 clusters Score -1048681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1048683.750000 Penalty: 4514.855957
	Iteration 33Q: 3 clusters Score -1048684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1048683.750000 Penalty: 4514.855957
	Iteration 34Q: 3 clusters Score -1048684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1048684.250000 Penalty: 4514.855957
	Iteration 35Q: 3 clusters Score -1048684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1048685.875000 Penalty: 4514.855957
	Iteration 36Q: 3 clusters Score -1048686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1048687.000000 Penalty: 4514.855957
	Iteration 37Q: 3 clusters Score -1048687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1048687.625000 Penalty: 4514.855957
	Iteration 38Q: 3 clusters Score -1048688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1048688.375000 Penalty: 4514.855957
	Iteration 39Q: 3 clusters Score -1048688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1048688.375000 Penalty: 4514.855957
	Iteration 40F: 3 clusters Score -1048688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (84073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Entering Unmasked Estep 
Score: -9847165.000000 Penalty: 2812.181152
	Iteration 0F: 2 clusters Score -9847165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -9791092.000000 Penalty: 5624.362305
	Iteration 0F: 3 clusters Score -9791092 nChanged 39567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -9813428.000000 Penalty: 5624.362305
	Iteration 1F: 3 clusters Score -9813428 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -9814203.000000 Penalty: 5624.362305
	Iteration 2Q: 3 clusters Score -9814203 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -9815070.000000 Penalty: 5624.362305
	Iteration 3Q: 3 clusters Score -9815070 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -9815773.000000 Penalty: 5624.362305
	Iteration 4Q: 3 clusters Score -9815773 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -9816683.000000 Penalty: 5624.362305
	Iteration 5Q: 3 clusters Score -9816683 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -9817664.000000 Penalty: 5624.362305
	Iteration 6Q: 3 clusters Score -9817664 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -9818859.000000 Penalty: 5624.362305
	Iteration 7Q: 3 clusters Score -9818859 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -9820644.000000 Penalty: 5624.362305
	Iteration 8Q: 3 clusters Score -9820644 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -9822978.000000 Penalty: 5624.362305
	Iteration 9F: 3 clusters Score -9822978 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -9825794.000000 Penalty: 5624.362305
	Iteration 10F: 3 clusters Score -9825794 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -9828941.000000 Penalty: 5624.362305
	Iteration 11F: 3 clusters Score -9828941 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -9831503.000000 Penalty: 5624.362305
	Iteration 12Q: 3 clusters Score -9831503 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -9833035.000000 Penalty: 5624.362305
	Iteration 13Q: 3 clusters Score -9833035 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -9833678.000000 Penalty: 5624.362305
	Iteration 14Q: 3 clusters Score -9833678 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -9833989.000000 Penalty: 5624.362305
	Iteration 15Q: 3 clusters Score -9833989 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -9834220.000000 Penalty: 5624.362305
	Iteration 16Q: 3 clusters Score -9834220 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -9834558.000000 Penalty: 5624.362305
	Iteration 17Q: 3 clusters Score -9834558 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -9834826.000000 Penalty: 5624.362305
	Iteration 18Q: 3 clusters Score -9834826 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -9835136.000000 Penalty: 5624.362305
	Iteration 19Q: 3 clusters Score -9835136 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -9835490.000000 Penalty: 5624.362305
	Iteration 20F: 3 clusters Score -9835490 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -9835799.000000 Penalty: 5624.362305
	Iteration 21Q: 3 clusters Score -9835799 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -9836254.000000 Penalty: 5624.362305
	Iteration 22Q: 3 clusters Score -9836254 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -9836680.000000 Penalty: 5624.362305
	Iteration 23Q: 3 clusters Score -9836680 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -9837036.000000 Penalty: 5624.362305
	Iteration 24Q: 3 clusters Score -9837036 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -9837437.000000 Penalty: 5624.362305
	Iteration 25Q: 3 clusters Score -9837437 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -9837864.000000 Penalty: 5624.362305
	Iteration 26Q: 3 clusters Score -9837864 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -9838377.000000 Penalty: 5624.362305
	Iteration 27Q: 3 clusters Score -9838377 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -9838722.000000 Penalty: 5624.362305
	Iteration 28Q: 3 clusters Score -9838722 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -9839213.000000 Penalty: 5624.362305
	Iteration 29Q: 3 clusters Score -9839213 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -9839696.000000 Penalty: 5624.362305
	Iteration 30Q: 3 clusters Score -9839696 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -9840152.000000 Penalty: 5624.362305
	Iteration 31Q: 3 clusters Score -9840152 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -9840627.000000 Penalty: 5624.362305
	Iteration 32Q: 3 clusters Score -9840627 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -9841053.000000 Penalty: 5624.362305
	Iteration 33Q: 3 clusters Score -9841053 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -9841460.000000 Penalty: 5624.362305
	Iteration 34Q: 3 clusters Score -9841460 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -9841893.000000 Penalty: 5624.362305
	Iteration 35Q: 3 clusters Score -9841893 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -9842266.000000 Penalty: 5624.362305
	Iteration 36Q: 3 clusters Score -9842266 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -9842592.000000 Penalty: 5624.362305
	Iteration 37Q: 3 clusters Score -9842592 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -9842930.000000 Penalty: 5624.362305
	Iteration 38Q: 3 clusters Score -9842930 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -9843188.000000 Penalty: 5624.362305
	Iteration 39Q: 3 clusters Score -9843188 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -9843414.000000 Penalty: 5624.362305
	Iteration 40F: 3 clusters Score -9843414 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -9843662.000000 Penalty: 5624.362305
	Iteration 41Q: 3 clusters Score -9843662 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -9843850.000000 Penalty: 5624.362305
	Iteration 42Q: 3 clusters Score -9843850 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -9844079.000000 Penalty: 5624.362305
	Iteration 43Q: 3 clusters Score -9844079 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
Score: -9844219.000000 Penalty: 5624.362305
	Iteration 44Q: 3 clusters Score -9844219 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -9844325.000000 Penalty: 5624.362305
	Iteration 45Q: 3 clusters Score -9844325 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -9844443.000000 Penalty: 5624.362305
	Iteration 46Q: 3 clusters Score -9844443 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 82172 members 
Entering Unmasked Estep 
Score: -9844509.000000 Penalty: 5624.362305
	Iteration 47Q: 3 clusters Score -9844509 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -9844565.000000 Penalty: 5624.362305
	Iteration 48Q: 3 clusters Score -9844565 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -9844630.000000 Penalty: 5624.362305
	Iteration 49Q: 3 clusters Score -9844630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -9844676.000000 Penalty: 5624.362305
	Iteration 50Q: 3 clusters Score -9844676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -9844712.000000 Penalty: 5624.362305
	Iteration 51Q: 3 clusters Score -9844712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -9844740.000000 Penalty: 5624.362305
	Iteration 52Q: 3 clusters Score -9844740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -9844739.000000 Penalty: 5624.362305
	Iteration 53Q: 3 clusters Score -9844739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -9844770.000000 Penalty: 5624.362305
	Iteration 54Q: 3 clusters Score -9844770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -9844788.000000 Penalty: 5624.362305
	Iteration 55Q: 3 clusters Score -9844788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -9844802.000000 Penalty: 5624.362305
	Iteration 56Q: 3 clusters Score -9844802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -9844812.000000 Penalty: 5624.362305
	Iteration 57Q: 3 clusters Score -9844812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -9844802.000000 Penalty: 5624.362305
	Iteration 58Q: 3 clusters Score -9844802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -9844807.000000 Penalty: 5624.362305
	Iteration 59Q: 3 clusters Score -9844807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -9844806.000000 Penalty: 5624.362305
	Iteration 60F: 3 clusters Score -9844806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -9844805.000000 Penalty: 5624.362305
	Iteration 61Q: 3 clusters Score -9844805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -9844810.000000 Penalty: 5624.362305
	Iteration 62Q: 3 clusters Score -9844810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -9844813.000000 Penalty: 5624.362305
	Iteration 63Q: 3 clusters Score -9844813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -9844815.000000 Penalty: 5624.362305
	Iteration 64Q: 3 clusters Score -9844815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -9844821.000000 Penalty: 5624.362305
	Iteration 65Q: 3 clusters Score -9844821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -9844820.000000 Penalty: 5624.362305
	Iteration 66Q: 3 clusters Score -9844820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -9844823.000000 Penalty: 5624.362305
	Iteration 67Q: 3 clusters Score -9844823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -9844828.000000 Penalty: 5624.362305
	Iteration 68Q: 3 clusters Score -9844828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -9844831.000000 Penalty: 5624.362305
	Iteration 69Q: 3 clusters Score -9844831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -9844844.000000 Penalty: 5624.362305
	Iteration 70Q: 3 clusters Score -9844844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -9844835.000000 Penalty: 5624.362305
	Iteration 71Q: 3 clusters Score -9844835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -9844844.000000 Penalty: 5624.362305
	Iteration 72Q: 3 clusters Score -9844844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -9844844.000000 Penalty: 5624.362305
	Iteration 73Q: 3 clusters Score -9844844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -9844845.000000 Penalty: 5624.362305
	Iteration 74Q: 3 clusters Score -9844845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -9844841.000000 Penalty: 5624.362305
	Iteration 75Q: 3 clusters Score -9844841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -9844842.000000 Penalty: 5624.362305
	Iteration 76Q: 3 clusters Score -9844842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 82938 members 
Entering Unmasked Estep 
Score: -9844845.000000 Penalty: 5624.362305
	Iteration 77Q: 3 clusters Score -9844845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -9844838.000000 Penalty: 5624.362305
	Iteration 78Q: 3 clusters Score -9844838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -9844844.000000 Penalty: 5624.362305
	Iteration 79Q: 3 clusters Score -9844844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -9844829.000000 Penalty: 5624.362305
	Iteration 80F: 3 clusters Score -9844829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -9844838.000000 Penalty: 5624.362305
	Iteration 81Q: 3 clusters Score -9844838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -9844838.000000 Penalty: 5624.362305
	Iteration 82Q: 3 clusters Score -9844838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -9844847.000000 Penalty: 5624.362305
	Iteration 83Q: 3 clusters Score -9844847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -9844848.000000 Penalty: 5624.362305
	Iteration 84Q: 3 clusters Score -9844848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -9844848.000000 Penalty: 5624.362305
	Iteration 85F: 3 clusters Score -9844848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -576934.437500 Penalty: 2115.614014
	Iteration 0F: 2 clusters Score -576934.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -572419.000000 Penalty: 4231.228027
	Iteration 0F: 3 clusters Score -572419 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -573604.062500 Penalty: 4231.228027
	Iteration 1F: 3 clusters Score -573604.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -574057.687500 Penalty: 4231.228027
	Iteration 2F: 3 clusters Score -574057.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -574527.062500 Penalty: 4231.228027
	Iteration 3F: 3 clusters Score -574527.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -575023.187500 Penalty: 4231.228027
	Iteration 4F: 3 clusters Score -575023.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -575411.375000 Penalty: 4231.228027
	Iteration 5F: 3 clusters Score -575411.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -575669.125000 Penalty: 4231.228027
	Iteration 6F: 3 clusters Score -575669.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -575800.750000 Penalty: 4231.228027
	Iteration 7Q: 3 clusters Score -575800.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -575889.875000 Penalty: 4231.228027
	Iteration 8Q: 3 clusters Score -575889.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -575936.812500 Penalty: 4231.228027
	Iteration 9Q: 3 clusters Score -575936.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -575963.000000 Penalty: 4231.228027
	Iteration 10Q: 3 clusters Score -575963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -575984.562500 Penalty: 4231.228027
	Iteration 11Q: 3 clusters Score -575984.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -576004.687500 Penalty: 4231.228027
	Iteration 12Q: 3 clusters Score -576004.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -576014.750000 Penalty: 4231.228027
	Iteration 13Q: 3 clusters Score -576014.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -576021.500000 Penalty: 4231.228027
	Iteration 14Q: 3 clusters Score -576021.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -576024.562500 Penalty: 4231.228027
	Iteration 15Q: 3 clusters Score -576024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -576027.312500 Penalty: 4231.228027
	Iteration 16Q: 3 clusters Score -576027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -576028.875000 Penalty: 4231.228027
	Iteration 17Q: 3 clusters Score -576028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -576029.687500 Penalty: 4231.228027
	Iteration 18Q: 3 clusters Score -576029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -576030.812500 Penalty: 4231.228027
	Iteration 19Q: 3 clusters Score -576030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -576034.875000 Penalty: 4231.228027
	Iteration 20F: 3 clusters Score -576034.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -576037.437500 Penalty: 4231.228027
	Iteration 21Q: 3 clusters Score -576037.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -576040.562500 Penalty: 4231.228027
	Iteration 22Q: 3 clusters Score -576040.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -576046.187500 Penalty: 4231.228027
	Iteration 23Q: 3 clusters Score -576046.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -576047.937500 Penalty: 4231.228027
	Iteration 24Q: 3 clusters Score -576047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -576048.625000 Penalty: 4231.228027
	Iteration 25Q: 3 clusters Score -576048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -576048.562500 Penalty: 4231.228027
	Iteration 26Q: 3 clusters Score -576048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -576048.687500 Penalty: 4231.228027
	Iteration 27Q: 3 clusters Score -576048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -576049.812500 Penalty: 4231.228027
	Iteration 28Q: 3 clusters Score -576049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -576051.687500 Penalty: 4231.228027
	Iteration 29Q: 3 clusters Score -576051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -576052.437500 Penalty: 4231.228027
	Iteration 30Q: 3 clusters Score -576052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -576052.437500 Penalty: 4231.228027
	Iteration 31F: 3 clusters Score -576052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (103702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103702 members 
Entering Unmasked Estep 
Score: -12220016.000000 Penalty: 2864.220459
	Iteration 0F: 2 clusters Score -1.222002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -12150678.000000 Penalty: 5728.440918
	Iteration 0F: 3 clusters Score -1.215068e+07 nChanged 49199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -12179135.000000 Penalty: 5728.440918
	Iteration 1F: 3 clusters Score -1.217914e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -12180231.000000 Penalty: 5728.440918
	Iteration 2Q: 3 clusters Score -1.218023e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -12181920.000000 Penalty: 5728.440918
	Iteration 3Q: 3 clusters Score -1.218192e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -12184183.000000 Penalty: 5728.440918
	Iteration 4Q: 3 clusters Score -1.218418e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -12187880.000000 Penalty: 5728.440918
	Iteration 5F: 3 clusters Score -1.218788e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -12193325.000000 Penalty: 5728.440918
	Iteration 6F: 3 clusters Score -1.219332e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -12200368.000000 Penalty: 5728.440918
	Iteration 7F: 3 clusters Score -1.220037e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -12207394.000000 Penalty: 5728.440918
	Iteration 8F: 3 clusters Score -1.220739e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -12212529.000000 Penalty: 5728.440918
	Iteration 9F: 3 clusters Score -1.221253e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -12215339.000000 Penalty: 5728.440918
	Iteration 10Q: 3 clusters Score -1.221534e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12216484.000000 Penalty: 5728.440918
	Iteration 11Q: 3 clusters Score -1.221648e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12217027.000000 Penalty: 5728.440918
	Iteration 12Q: 3 clusters Score -1.221703e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12217304.000000 Penalty: 5728.440918
	Iteration 13Q: 3 clusters Score -1.22173e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12217447.000000 Penalty: 5728.440918
	Iteration 14Q: 3 clusters Score -1.221745e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102956 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12217535.000000 Penalty: 5728.440918
	Iteration 15Q: 3 clusters Score -1.221754e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12217597.000000 Penalty: 5728.440918
	Iteration 16Q: 3 clusters Score -1.22176e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12217634.000000 Penalty: 5728.440918
	Iteration 17Q: 3 clusters Score -1.221763e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12217656.000000 Penalty: 5728.440918
	Iteration 18Q: 3 clusters Score -1.221766e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12217673.000000 Penalty: 5728.440918
	Iteration 19Q: 3 clusters Score -1.221767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12217695.000000 Penalty: 5728.440918
	Iteration 20F: 3 clusters Score -1.22177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103089 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12217698.000000 Penalty: 5728.440918
	Iteration 21Q: 3 clusters Score -1.22177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103091 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12217715.000000 Penalty: 5728.440918
	Iteration 22Q: 3 clusters Score -1.221772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103096 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12217724.000000 Penalty: 5728.440918
	Iteration 23Q: 3 clusters Score -1.221772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103096 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12217732.000000 Penalty: 5728.440918
	Iteration 24Q: 3 clusters Score -1.221773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103098 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12217732.000000 Penalty: 5728.440918
	Iteration 25Q: 3 clusters Score -1.221773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -12217733.000000 Penalty: 5728.440918
	Iteration 26Q: 3 clusters Score -1.221773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -12217737.000000 Penalty: 5728.440918
	Iteration 27Q: 3 clusters Score -1.221774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12217739.000000 Penalty: 5728.440918
	Iteration 28Q: 3 clusters Score -1.221774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -12217742.000000 Penalty: 5728.440918
	Iteration 29Q: 3 clusters Score -1.221774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103106 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -12217738.000000 Penalty: 5728.440918
	Iteration 30Q: 3 clusters Score -1.221774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12217745.000000 Penalty: 5728.440918
	Iteration 31Q: 3 clusters Score -1.221774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103109 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12217746.000000 Penalty: 5728.440918
	Iteration 32Q: 3 clusters Score -1.221775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12217750.000000 Penalty: 5728.440918
	Iteration 33Q: 3 clusters Score -1.221775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12217750.000000 Penalty: 5728.440918
	Iteration 34F: 3 clusters Score -1.221775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Entering Unmasked Estep 
Score: -1012578.125000 Penalty: 2248.083252
	Iteration 0F: 2 clusters Score -1012578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1005760.250000 Penalty: 4496.166504
	Iteration 0F: 3 clusters Score -1005760 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1007655.062500 Penalty: 4496.166504
	Iteration 1F: 3 clusters Score -1007655 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1007988.187500 Penalty: 4496.166504
	Iteration 2F: 3 clusters Score -1007988 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1008322.750000 Penalty: 4496.166504
	Iteration 3F: 3 clusters Score -1008323 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1008627.500000 Penalty: 4496.166504
	Iteration 4F: 3 clusters Score -1008628 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1008951.812500 Penalty: 4496.166504
	Iteration 5F: 3 clusters Score -1008952 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1009294.562500 Penalty: 4496.166504
	Iteration 6F: 3 clusters Score -1009295 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1009578.625000 Penalty: 4496.166504
	Iteration 7F: 3 clusters Score -1009579 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1009800.750000 Penalty: 4496.166504
	Iteration 8Q: 3 clusters Score -1009801 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1009938.500000 Penalty: 4496.166504
	Iteration 9Q: 3 clusters Score -1009938 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1010025.312500 Penalty: 4496.166504
	Iteration 10Q: 3 clusters Score -1010025 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1010094.625000 Penalty: 4496.166504
	Iteration 11Q: 3 clusters Score -1010095 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1010141.062500 Penalty: 4496.166504
	Iteration 12Q: 3 clusters Score -1010141 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1010174.625000 Penalty: 4496.166504
	Iteration 13Q: 3 clusters Score -1010175 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1010194.187500 Penalty: 4496.166504
	Iteration 14Q: 3 clusters Score -1010194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1010210.000000 Penalty: 4496.166504
	Iteration 15Q: 3 clusters Score -1010210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1010220.875000 Penalty: 4496.166504
	Iteration 16Q: 3 clusters Score -1010221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1010227.562500 Penalty: 4496.166504
	Iteration 17Q: 3 clusters Score -1010228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1010230.437500 Penalty: 4496.166504
	Iteration 18Q: 3 clusters Score -1010230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1010237.687500 Penalty: 4496.166504
	Iteration 19Q: 3 clusters Score -1010238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1010240.500000 Penalty: 4496.166504
	Iteration 20F: 3 clusters Score -1010240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1010243.687500 Penalty: 4496.166504
	Iteration 21Q: 3 clusters Score -1010244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1010250.000000 Penalty: 4496.166504
	Iteration 22Q: 3 clusters Score -1010250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1010254.062500 Penalty: 4496.166504
	Iteration 23Q: 3 clusters Score -1010254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1010255.875000 Penalty: 4496.166504
	Iteration 24Q: 3 clusters Score -1010256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1010257.687500 Penalty: 4496.166504
	Iteration 25Q: 3 clusters Score -1010258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1010258.875000 Penalty: 4496.166504
	Iteration 26Q: 3 clusters Score -1010259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1010258.875000 Penalty: 4496.166504
	Iteration 27Q: 3 clusters Score -1010259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1010259.625000 Penalty: 4496.166504
	Iteration 28Q: 3 clusters Score -1010260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1010260.000000 Penalty: 4496.166504
	Iteration 29Q: 3 clusters Score -1010260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1010263.125000 Penalty: 4496.166504
	Iteration 30Q: 3 clusters Score -1010263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1010261.875000 Penalty: 4496.166504
	Iteration 31Q: 3 clusters Score -1010262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1010261.312500 Penalty: 4496.166504
	Iteration 32Q: 3 clusters Score -1010261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1010263.312500 Penalty: 4496.166504
	Iteration 33Q: 3 clusters Score -1010263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1010262.562500 Penalty: 4496.166504
	Iteration 34Q: 3 clusters Score -1010263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1010263.125000 Penalty: 4496.166504
	Iteration 35Q: 3 clusters Score -1010263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1010265.125000 Penalty: 4496.166504
	Iteration 36Q: 3 clusters Score -1010265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1010264.375000 Penalty: 4496.166504
	Iteration 37Q: 3 clusters Score -1010264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1010266.000000 Penalty: 4496.166504
	Iteration 38Q: 3 clusters Score -1010266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1010266.125000 Penalty: 4496.166504
	Iteration 39Q: 3 clusters Score -1010266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1010267.125000 Penalty: 4496.166504
	Iteration 40F: 3 clusters Score -1010267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1010266.312500 Penalty: 4496.166504
	Iteration 41Q: 3 clusters Score -1010266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1010267.125000 Penalty: 4496.166504
	Iteration 42Q: 3 clusters Score -1010267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1010266.562500 Penalty: 4496.166504
	Iteration 43Q: 3 clusters Score -1010267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1010266.562500 Penalty: 4496.166504
	Iteration 44F: 3 clusters Score -1010267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -274968.062500 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -274968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -272143.375000 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -272143.4 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -272722.218750 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -272722.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -272896.562500 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -272896.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -272993.437500 Penalty: 3851.090820
	Iteration 3Q: 3 clusters Score -272993.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -273087.875000 Penalty: 3851.090820
	Iteration 4Q: 3 clusters Score -273087.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -273158.093750 Penalty: 3851.090820
	Iteration 5Q: 3 clusters Score -273158.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -273215.375000 Penalty: 3851.090820
	Iteration 6Q: 3 clusters Score -273215.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -273271.187500 Penalty: 3851.090820
	Iteration 7Q: 3 clusters Score -273271.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -273309.406250 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -273309.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -273332.718750 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -273332.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -273348.906250 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -273348.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -273372.531250 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -273372.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -273386.031250 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -273386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -273396.062500 Penalty: 3851.090820
	Iteration 13Q: 3 clusters Score -273396.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -273407.687500 Penalty: 3851.090820
	Iteration 14Q: 3 clusters Score -273407.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -273416.937500 Penalty: 3851.090820
	Iteration 15Q: 3 clusters Score -273416.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -273425.312500 Penalty: 3851.090820
	Iteration 16Q: 3 clusters Score -273425.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -273435.156250 Penalty: 3851.090820
	Iteration 17Q: 3 clusters Score -273435.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -273441.531250 Penalty: 3851.090820
	Iteration 18Q: 3 clusters Score -273441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -273445.812500 Penalty: 3851.090820
	Iteration 19Q: 3 clusters Score -273445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -273449.187500 Penalty: 3851.090820
	Iteration 20F: 3 clusters Score -273449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -273450.875000 Penalty: 3851.090820
	Iteration 21Q: 3 clusters Score -273450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -273452.812500 Penalty: 3851.090820
	Iteration 22Q: 3 clusters Score -273452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -273453.312500 Penalty: 3851.090820
	Iteration 23Q: 3 clusters Score -273453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -273453.406250 Penalty: 3851.090820
	Iteration 24Q: 3 clusters Score -273453.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -273453.406250 Penalty: 3851.090820
	Iteration 25F: 3 clusters Score -273453.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Entering Unmasked Estep 
Score: -1044848.437500 Penalty: 2263.000000
	Iteration 0F: 2 clusters Score -1044848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1037645.625000 Penalty: 4526.000000
	Iteration 0F: 3 clusters Score -1037646 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1039666.500000 Penalty: 4526.000000
	Iteration 1F: 3 clusters Score -1039666 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1039974.375000 Penalty: 4526.000000
	Iteration 2F: 3 clusters Score -1039974 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1040188.937500 Penalty: 4526.000000
	Iteration 3F: 3 clusters Score -1040189 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1040359.312500 Penalty: 4526.000000
	Iteration 4Q: 3 clusters Score -1040359 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1040542.187500 Penalty: 4526.000000
	Iteration 5Q: 3 clusters Score -1040542 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1040755.375000 Penalty: 4526.000000
	Iteration 6Q: 3 clusters Score -1040755 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1041028.312500 Penalty: 4526.000000
	Iteration 7Q: 3 clusters Score -1041028 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1041354.437500 Penalty: 4526.000000
	Iteration 8Q: 3 clusters Score -1041354 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1041741.937500 Penalty: 4526.000000
	Iteration 9F: 3 clusters Score -1041742 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1042191.875000 Penalty: 4526.000000
	Iteration 10Q: 3 clusters Score -1042192 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1042676.250000 Penalty: 4526.000000
	Iteration 11Q: 3 clusters Score -1042676 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1043080.062500 Penalty: 4526.000000
	Iteration 12Q: 3 clusters Score -1043080 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1043396.250000 Penalty: 4526.000000
	Iteration 13Q: 3 clusters Score -1043396 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1043604.687500 Penalty: 4526.000000
	Iteration 14Q: 3 clusters Score -1043605 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1043770.187500 Penalty: 4526.000000
	Iteration 15Q: 3 clusters Score -1043770 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1043871.437500 Penalty: 4526.000000
	Iteration 16Q: 3 clusters Score -1043871 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1043935.000000 Penalty: 4526.000000
	Iteration 17Q: 3 clusters Score -1043935 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1043990.437500 Penalty: 4526.000000
	Iteration 18Q: 3 clusters Score -1043990 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1044040.375000 Penalty: 4526.000000
	Iteration 19Q: 3 clusters Score -1044040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1044083.000000 Penalty: 4526.000000
	Iteration 20F: 3 clusters Score -1044083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1044128.187500 Penalty: 4526.000000
	Iteration 21Q: 3 clusters Score -1044128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1044166.187500 Penalty: 4526.000000
	Iteration 22Q: 3 clusters Score -1044166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1044180.000000 Penalty: 4526.000000
	Iteration 23Q: 3 clusters Score -1044180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1044192.500000 Penalty: 4526.000000
	Iteration 24Q: 3 clusters Score -1044192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1044198.250000 Penalty: 4526.000000
	Iteration 25Q: 3 clusters Score -1044198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1044205.687500 Penalty: 4526.000000
	Iteration 26Q: 3 clusters Score -1044206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1044208.937500 Penalty: 4526.000000
	Iteration 27Q: 3 clusters Score -1044209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1044212.875000 Penalty: 4526.000000
	Iteration 28Q: 3 clusters Score -1044213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1044214.000000 Penalty: 4526.000000
	Iteration 29Q: 3 clusters Score -1044214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1044217.812500 Penalty: 4526.000000
	Iteration 30Q: 3 clusters Score -1044218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1044217.562500 Penalty: 4526.000000
	Iteration 31Q: 3 clusters Score -1044218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1044224.375000 Penalty: 4526.000000
	Iteration 32Q: 3 clusters Score -1044224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1044227.687500 Penalty: 4526.000000
	Iteration 33Q: 3 clusters Score -1044228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1044228.187500 Penalty: 4526.000000
	Iteration 34Q: 3 clusters Score -1044228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1044230.875000 Penalty: 4526.000000
	Iteration 35Q: 3 clusters Score -1044231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1044233.000000 Penalty: 4526.000000
	Iteration 36Q: 3 clusters Score -1044233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1044234.437500 Penalty: 4526.000000
	Iteration 37Q: 3 clusters Score -1044234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1044237.312500 Penalty: 4526.000000
	Iteration 38Q: 3 clusters Score -1044237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1044240.375000 Penalty: 4526.000000
	Iteration 39Q: 3 clusters Score -1044240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1044240.562500 Penalty: 4526.000000
	Iteration 40F: 3 clusters Score -1044241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1044244.750000 Penalty: 4526.000000
	Iteration 41Q: 3 clusters Score -1044245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1044242.375000 Penalty: 4526.000000
	Iteration 42Q: 3 clusters Score -1044242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1044247.500000 Penalty: 4526.000000
	Iteration 43Q: 3 clusters Score -1044248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1044246.437500 Penalty: 4526.000000
	Iteration 44Q: 3 clusters Score -1044246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1044245.937500 Penalty: 4526.000000
	Iteration 45Q: 3 clusters Score -1044246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1044250.375000 Penalty: 4526.000000
	Iteration 46Q: 3 clusters Score -1044250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1044250.812500 Penalty: 4526.000000
	Iteration 47Q: 3 clusters Score -1044251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1044251.625000 Penalty: 4526.000000
	Iteration 48Q: 3 clusters Score -1044252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1044251.312500 Penalty: 4526.000000
	Iteration 49Q: 3 clusters Score -1044251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1044253.812500 Penalty: 4526.000000
	Iteration 50Q: 3 clusters Score -1044254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1044252.500000 Penalty: 4526.000000
	Iteration 51Q: 3 clusters Score -1044252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1044252.625000 Penalty: 4526.000000
	Iteration 52Q: 3 clusters Score -1044253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1044254.312500 Penalty: 4526.000000
	Iteration 53Q: 3 clusters Score -1044254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1044254.375000 Penalty: 4526.000000
	Iteration 54Q: 3 clusters Score -1044254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1044254.625000 Penalty: 4526.000000
	Iteration 55Q: 3 clusters Score -1044255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1044256.937500 Penalty: 4526.000000
	Iteration 56Q: 3 clusters Score -1044257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1044259.875000 Penalty: 4526.000000
	Iteration 57Q: 3 clusters Score -1044260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1044258.812500 Penalty: 4526.000000
	Iteration 58Q: 3 clusters Score -1044259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1044259.875000 Penalty: 4526.000000
	Iteration 59Q: 3 clusters Score -1044260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1044261.937500 Penalty: 4526.000000
	Iteration 60F: 3 clusters Score -1044262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1044260.687500 Penalty: 4526.000000
	Iteration 61Q: 3 clusters Score -1044261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1044261.375000 Penalty: 4526.000000
	Iteration 62Q: 3 clusters Score -1044261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1044261.375000 Penalty: 4526.000000
	Iteration 63F: 3 clusters Score -1044261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -1083626.875000 Penalty: 2268.343994
	Iteration 0F: 2 clusters Score -1083627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1076345.125000 Penalty: 4536.687988
	Iteration 0F: 3 clusters Score -1076345 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1078585.250000 Penalty: 4536.687988
	Iteration 1F: 3 clusters Score -1078585 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1079086.750000 Penalty: 4536.687988
	Iteration 2F: 3 clusters Score -1079087 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1079597.500000 Penalty: 4536.687988
	Iteration 3F: 3 clusters Score -1079598 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1080139.125000 Penalty: 4536.687988
	Iteration 4F: 3 clusters Score -1080139 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1080640.125000 Penalty: 4536.687988
	Iteration 5F: 3 clusters Score -1080640 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1081037.375000 Penalty: 4536.687988
	Iteration 6F: 3 clusters Score -1081037 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1081326.000000 Penalty: 4536.687988
	Iteration 7Q: 3 clusters Score -1081326 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1081507.875000 Penalty: 4536.687988
	Iteration 8Q: 3 clusters Score -1081508 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1081622.875000 Penalty: 4536.687988
	Iteration 9Q: 3 clusters Score -1081623 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1081692.000000 Penalty: 4536.687988
	Iteration 10Q: 3 clusters Score -1081692 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1081730.250000 Penalty: 4536.687988
	Iteration 11Q: 3 clusters Score -1081730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1081753.875000 Penalty: 4536.687988
	Iteration 12Q: 3 clusters Score -1081754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1081775.875000 Penalty: 4536.687988
	Iteration 13Q: 3 clusters Score -1081776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1081788.375000 Penalty: 4536.687988
	Iteration 14Q: 3 clusters Score -1081788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1081805.875000 Penalty: 4536.687988
	Iteration 15Q: 3 clusters Score -1081806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1081818.250000 Penalty: 4536.687988
	Iteration 16Q: 3 clusters Score -1081818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1081829.625000 Penalty: 4536.687988
	Iteration 17Q: 3 clusters Score -1081830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1081843.625000 Penalty: 4536.687988
	Iteration 18Q: 3 clusters Score -1081844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1081862.000000 Penalty: 4536.687988
	Iteration 19Q: 3 clusters Score -1081862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1081876.000000 Penalty: 4536.687988
	Iteration 20F: 3 clusters Score -1081876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1081890.500000 Penalty: 4536.687988
	Iteration 21Q: 3 clusters Score -1081890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1081905.125000 Penalty: 4536.687988
	Iteration 22Q: 3 clusters Score -1081905 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1081921.125000 Penalty: 4536.687988
	Iteration 23Q: 3 clusters Score -1081921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1081938.500000 Penalty: 4536.687988
	Iteration 24Q: 3 clusters Score -1081938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1081962.625000 Penalty: 4536.687988
	Iteration 25Q: 3 clusters Score -1081963 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1081987.625000 Penalty: 4536.687988
	Iteration 26Q: 3 clusters Score -1081988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1082003.500000 Penalty: 4536.687988
	Iteration 27Q: 3 clusters Score -1082004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1082027.750000 Penalty: 4536.687988
	Iteration 28Q: 3 clusters Score -1082028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1082049.125000 Penalty: 4536.687988
	Iteration 29Q: 3 clusters Score -1082049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1082068.625000 Penalty: 4536.687988
	Iteration 30Q: 3 clusters Score -1082069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1082081.875000 Penalty: 4536.687988
	Iteration 31Q: 3 clusters Score -1082082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1082097.625000 Penalty: 4536.687988
	Iteration 32Q: 3 clusters Score -1082098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1082111.375000 Penalty: 4536.687988
	Iteration 33Q: 3 clusters Score -1082111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1082122.625000 Penalty: 4536.687988
	Iteration 34Q: 3 clusters Score -1082123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1082134.125000 Penalty: 4536.687988
	Iteration 35Q: 3 clusters Score -1082134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1082138.125000 Penalty: 4536.687988
	Iteration 36Q: 3 clusters Score -1082138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1082142.625000 Penalty: 4536.687988
	Iteration 37Q: 3 clusters Score -1082143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1082149.375000 Penalty: 4536.687988
	Iteration 38Q: 3 clusters Score -1082149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1082154.875000 Penalty: 4536.687988
	Iteration 39Q: 3 clusters Score -1082155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1082165.750000 Penalty: 4536.687988
	Iteration 40F: 3 clusters Score -1082166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1082175.750000 Penalty: 4536.687988
	Iteration 41Q: 3 clusters Score -1082176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1082185.625000 Penalty: 4536.687988
	Iteration 42Q: 3 clusters Score -1082186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1082193.375000 Penalty: 4536.687988
	Iteration 43Q: 3 clusters Score -1082193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1082200.625000 Penalty: 4536.687988
	Iteration 44Q: 3 clusters Score -1082201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1082207.375000 Penalty: 4536.687988
	Iteration 45Q: 3 clusters Score -1082207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1082214.875000 Penalty: 4536.687988
	Iteration 46Q: 3 clusters Score -1082215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1082221.125000 Penalty: 4536.687988
	Iteration 47Q: 3 clusters Score -1082221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1082231.250000 Penalty: 4536.687988
	Iteration 48Q: 3 clusters Score -1082231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1082238.250000 Penalty: 4536.687988
	Iteration 49Q: 3 clusters Score -1082238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1082252.125000 Penalty: 4536.687988
	Iteration 50Q: 3 clusters Score -1082252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1082261.500000 Penalty: 4536.687988
	Iteration 51Q: 3 clusters Score -1082262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1082273.875000 Penalty: 4536.687988
	Iteration 52Q: 3 clusters Score -1082274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1082289.000000 Penalty: 4536.687988
	Iteration 53Q: 3 clusters Score -1082289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1082301.125000 Penalty: 4536.687988
	Iteration 54Q: 3 clusters Score -1082301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1082313.625000 Penalty: 4536.687988
	Iteration 55Q: 3 clusters Score -1082314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1082326.750000 Penalty: 4536.687988
	Iteration 56Q: 3 clusters Score -1082327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1082336.125000 Penalty: 4536.687988
	Iteration 57Q: 3 clusters Score -1082336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1082343.500000 Penalty: 4536.687988
	Iteration 58Q: 3 clusters Score -1082344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1082352.625000 Penalty: 4536.687988
	Iteration 59Q: 3 clusters Score -1082353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1082360.875000 Penalty: 4536.687988
	Iteration 60F: 3 clusters Score -1082361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1082372.875000 Penalty: 4536.687988
	Iteration 61Q: 3 clusters Score -1082373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1082382.500000 Penalty: 4536.687988
	Iteration 62Q: 3 clusters Score -1082382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1082394.625000 Penalty: 4536.687988
	Iteration 63Q: 3 clusters Score -1082395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1082423.000000 Penalty: 4536.687988
	Iteration 64Q: 3 clusters Score -1082423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1082443.250000 Penalty: 4536.687988
	Iteration 65Q: 3 clusters Score -1082443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1082457.750000 Penalty: 4536.687988
	Iteration 66Q: 3 clusters Score -1082458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1082469.250000 Penalty: 4536.687988
	Iteration 67Q: 3 clusters Score -1082469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1082480.500000 Penalty: 4536.687988
	Iteration 68Q: 3 clusters Score -1082480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1082498.875000 Penalty: 4536.687988
	Iteration 69Q: 3 clusters Score -1082499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1082519.500000 Penalty: 4536.687988
	Iteration 70Q: 3 clusters Score -1082520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1082532.125000 Penalty: 4536.687988
	Iteration 71Q: 3 clusters Score -1082532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1082548.000000 Penalty: 4536.687988
	Iteration 72Q: 3 clusters Score -1082548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1082557.125000 Penalty: 4536.687988
	Iteration 73Q: 3 clusters Score -1082557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1082568.125000 Penalty: 4536.687988
	Iteration 74Q: 3 clusters Score -1082568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1082577.750000 Penalty: 4536.687988
	Iteration 75Q: 3 clusters Score -1082578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1082589.000000 Penalty: 4536.687988
	Iteration 76Q: 3 clusters Score -1082589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1082596.000000 Penalty: 4536.687988
	Iteration 77Q: 3 clusters Score -1082596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1082601.125000 Penalty: 4536.687988
	Iteration 78Q: 3 clusters Score -1082601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1082604.250000 Penalty: 4536.687988
	Iteration 79Q: 3 clusters Score -1082604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1082610.375000 Penalty: 4536.687988
	Iteration 80F: 3 clusters Score -1082610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1082611.500000 Penalty: 4536.687988
	Iteration 81Q: 3 clusters Score -1082612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1082613.125000 Penalty: 4536.687988
	Iteration 82Q: 3 clusters Score -1082613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1082617.125000 Penalty: 4536.687988
	Iteration 83Q: 3 clusters Score -1082617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1082617.000000 Penalty: 4536.687988
	Iteration 84Q: 3 clusters Score -1082617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1082620.500000 Penalty: 4536.687988
	Iteration 85Q: 3 clusters Score -1082620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1082620.250000 Penalty: 4536.687988
	Iteration 86Q: 3 clusters Score -1082620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1082619.000000 Penalty: 4536.687988
	Iteration 87Q: 3 clusters Score -1082619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1082617.750000 Penalty: 4536.687988
	Iteration 88Q: 3 clusters Score -1082618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1082621.125000 Penalty: 4536.687988
	Iteration 89Q: 3 clusters Score -1082621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1082620.500000 Penalty: 4536.687988
	Iteration 90Q: 3 clusters Score -1082620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1082620.500000 Penalty: 4536.687988
	Iteration 91F: 3 clusters Score -1082620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -94796.554688 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -94796.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93110.757812 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -93110.76 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -93505.476562 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -93505.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -93652.812500 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -93652.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93779.890625 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -93779.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -93938.828125 Penalty: 3242.917236
	Iteration 4F: 3 clusters Score -93938.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -94125.546875 Penalty: 3242.917236
	Iteration 5F: 3 clusters Score -94125.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -94215.296875 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -94215.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94268.539062 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -94268.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -94309.179688 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -94309.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -94334.976562 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -94334.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -94345.179688 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -94345.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -94355.226562 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -94355.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -94378.898438 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -94378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -94393.171875 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -94393.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94395.937500 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -94395.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94395.937500 Penalty: 3242.917236
	Iteration 15F: 3 clusters Score -94395.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -246521.156250 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -246521.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -244157.656250 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -244157.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -244920.468750 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -244920.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -245301.109375 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -245301.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -245540.390625 Penalty: 3709.172363
	Iteration 3F: 3 clusters Score -245540.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -245712.281250 Penalty: 3709.172363
	Iteration 4Q: 3 clusters Score -245712.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -245876.187500 Penalty: 3709.172363
	Iteration 5Q: 3 clusters Score -245876.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -245962.968750 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -245963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -246025.890625 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -246025.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -246078.718750 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -246078.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -246112.281250 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -246112.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -246137.000000 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -246137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -246152.234375 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -246152.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -246164.375000 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -246164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -246172.187500 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -246172.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -246175.234375 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -246175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -246177.828125 Penalty: 3709.172363
	Iteration 15Q: 3 clusters Score -246177.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -246177.828125 Penalty: 3709.172363
	Iteration 16F: 3 clusters Score -246177.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (15566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Entering Unmasked Estep 
Score: -1817745.625000 Penalty: 2393.905518
	Iteration 0F: 2 clusters Score -1817746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1806590.000000 Penalty: 4787.811035
	Iteration 0F: 3 clusters Score -1806590 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1810109.500000 Penalty: 4787.811035
	Iteration 1F: 3 clusters Score -1810110 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1810517.875000 Penalty: 4787.811035
	Iteration 2F: 3 clusters Score -1810518 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1810912.875000 Penalty: 4787.811035
	Iteration 3F: 3 clusters Score -1810913 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1811358.500000 Penalty: 4787.811035
	Iteration 4F: 3 clusters Score -1811358 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1812017.000000 Penalty: 4787.811035
	Iteration 5F: 3 clusters Score -1812017 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1812996.250000 Penalty: 4787.811035
	Iteration 6F: 3 clusters Score -1812996 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1813960.750000 Penalty: 4787.811035
	Iteration 7F: 3 clusters Score -1813961 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1814747.375000 Penalty: 4787.811035
	Iteration 8F: 3 clusters Score -1814747 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1815338.125000 Penalty: 4787.811035
	Iteration 9F: 3 clusters Score -1815338 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1815765.250000 Penalty: 4787.811035
	Iteration 10Q: 3 clusters Score -1815765 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1816156.250000 Penalty: 4787.811035
	Iteration 11Q: 3 clusters Score -1816156 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1816477.875000 Penalty: 4787.811035
	Iteration 12Q: 3 clusters Score -1816478 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1816745.250000 Penalty: 4787.811035
	Iteration 13Q: 3 clusters Score -1816745 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1816941.250000 Penalty: 4787.811035
	Iteration 14Q: 3 clusters Score -1816941 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1817072.125000 Penalty: 4787.811035
	Iteration 15Q: 3 clusters Score -1817072 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1817149.875000 Penalty: 4787.811035
	Iteration 16Q: 3 clusters Score -1817150 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1817216.875000 Penalty: 4787.811035
	Iteration 17Q: 3 clusters Score -1817217 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1817272.000000 Penalty: 4787.811035
	Iteration 18Q: 3 clusters Score -1817272 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1817317.500000 Penalty: 4787.811035
	Iteration 19Q: 3 clusters Score -1817318 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1817364.250000 Penalty: 4787.811035
	Iteration 20F: 3 clusters Score -1817364 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1817391.875000 Penalty: 4787.811035
	Iteration 21Q: 3 clusters Score -1817392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1817418.625000 Penalty: 4787.811035
	Iteration 22Q: 3 clusters Score -1817419 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1817452.625000 Penalty: 4787.811035
	Iteration 23Q: 3 clusters Score -1817453 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1817475.250000 Penalty: 4787.811035
	Iteration 24Q: 3 clusters Score -1817475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1817491.000000 Penalty: 4787.811035
	Iteration 25Q: 3 clusters Score -1817491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1817501.625000 Penalty: 4787.811035
	Iteration 26Q: 3 clusters Score -1817502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1817513.625000 Penalty: 4787.811035
	Iteration 27Q: 3 clusters Score -1817514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1817522.125000 Penalty: 4787.811035
	Iteration 28Q: 3 clusters Score -1817522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1817525.625000 Penalty: 4787.811035
	Iteration 29Q: 3 clusters Score -1817526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1817529.500000 Penalty: 4787.811035
	Iteration 30Q: 3 clusters Score -1817530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1817528.500000 Penalty: 4787.811035
	Iteration 31Q: 3 clusters Score -1817528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1817537.125000 Penalty: 4787.811035
	Iteration 32Q: 3 clusters Score -1817537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1817541.875000 Penalty: 4787.811035
	Iteration 33Q: 3 clusters Score -1817542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1817541.625000 Penalty: 4787.811035
	Iteration 34Q: 3 clusters Score -1817542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1817543.625000 Penalty: 4787.811035
	Iteration 35Q: 3 clusters Score -1817544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1817545.000000 Penalty: 4787.811035
	Iteration 36Q: 3 clusters Score -1817545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1817545.625000 Penalty: 4787.811035
	Iteration 37Q: 3 clusters Score -1817546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1817550.625000 Penalty: 4787.811035
	Iteration 38Q: 3 clusters Score -1817551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1817550.875000 Penalty: 4787.811035
	Iteration 39Q: 3 clusters Score -1817551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1817558.500000 Penalty: 4787.811035
	Iteration 40F: 3 clusters Score -1817558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1817558.125000 Penalty: 4787.811035
	Iteration 41Q: 3 clusters Score -1817558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1817557.750000 Penalty: 4787.811035
	Iteration 42Q: 3 clusters Score -1817558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1817558.500000 Penalty: 4787.811035
	Iteration 43Q: 3 clusters Score -1817558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1817554.250000 Penalty: 4787.811035
	Iteration 44Q: 3 clusters Score -1817554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1817556.000000 Penalty: 4787.811035
	Iteration 45Q: 3 clusters Score -1817556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1817560.375000 Penalty: 4787.811035
	Iteration 46Q: 3 clusters Score -1817560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1817564.375000 Penalty: 4787.811035
	Iteration 47Q: 3 clusters Score -1817564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1817565.875000 Penalty: 4787.811035
	Iteration 48Q: 3 clusters Score -1817566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1817568.375000 Penalty: 4787.811035
	Iteration 49Q: 3 clusters Score -1817568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1817567.125000 Penalty: 4787.811035
	Iteration 50Q: 3 clusters Score -1817567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1817570.000000 Penalty: 4787.811035
	Iteration 51Q: 3 clusters Score -1817570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1817572.750000 Penalty: 4787.811035
	Iteration 52Q: 3 clusters Score -1817573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1817577.250000 Penalty: 4787.811035
	Iteration 53Q: 3 clusters Score -1817577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1817579.000000 Penalty: 4787.811035
	Iteration 54Q: 3 clusters Score -1817579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1817578.000000 Penalty: 4787.811035
	Iteration 55Q: 3 clusters Score -1817578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1817580.875000 Penalty: 4787.811035
	Iteration 56Q: 3 clusters Score -1817581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1817581.625000 Penalty: 4787.811035
	Iteration 57Q: 3 clusters Score -1817582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1817581.875000 Penalty: 4787.811035
	Iteration 58Q: 3 clusters Score -1817582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1817581.250000 Penalty: 4787.811035
	Iteration 59Q: 3 clusters Score -1817581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1817587.375000 Penalty: 4787.811035
	Iteration 60F: 3 clusters Score -1817587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1817590.125000 Penalty: 4787.811035
	Iteration 61Q: 3 clusters Score -1817590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1817597.500000 Penalty: 4787.811035
	Iteration 62Q: 3 clusters Score -1817598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1817594.000000 Penalty: 4787.811035
	Iteration 63Q: 3 clusters Score -1817594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1817595.250000 Penalty: 4787.811035
	Iteration 64Q: 3 clusters Score -1817595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1817596.125000 Penalty: 4787.811035
	Iteration 65Q: 3 clusters Score -1817596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1817597.625000 Penalty: 4787.811035
	Iteration 66Q: 3 clusters Score -1817598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1817599.750000 Penalty: 4787.811035
	Iteration 67Q: 3 clusters Score -1817600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1817601.625000 Penalty: 4787.811035
	Iteration 68Q: 3 clusters Score -1817602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1817602.500000 Penalty: 4787.811035
	Iteration 69Q: 3 clusters Score -1817602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1817600.500000 Penalty: 4787.811035
	Iteration 70Q: 3 clusters Score -1817600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1817600.500000 Penalty: 4787.811035
	Iteration 71F: 3 clusters Score -1817600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Entering Unmasked Estep 
Score: -357404.750000 Penalty: 1996.811523
	Iteration 0F: 2 clusters Score -357404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -354104.625000 Penalty: 3993.623047
	Iteration 0F: 3 clusters Score -354104.6 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -354914.875000 Penalty: 3993.623047
	Iteration 1F: 3 clusters Score -354914.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -355206.187500 Penalty: 3993.623047
	Iteration 2F: 3 clusters Score -355206.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -355425.625000 Penalty: 3993.623047
	Iteration 3F: 3 clusters Score -355425.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -355673.906250 Penalty: 3993.623047
	Iteration 4F: 3 clusters Score -355673.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -355934.812500 Penalty: 3993.623047
	Iteration 5F: 3 clusters Score -355934.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -356198.625000 Penalty: 3993.623047
	Iteration 6F: 3 clusters Score -356198.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -356472.156250 Penalty: 3993.623047
	Iteration 7F: 3 clusters Score -356472.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -356668.750000 Penalty: 3993.623047
	Iteration 8Q: 3 clusters Score -356668.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -356797.125000 Penalty: 3993.623047
	Iteration 9Q: 3 clusters Score -356797.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -356890.406250 Penalty: 3993.623047
	Iteration 10Q: 3 clusters Score -356890.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -356949.593750 Penalty: 3993.623047
	Iteration 11Q: 3 clusters Score -356949.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -356972.531250 Penalty: 3993.623047
	Iteration 12Q: 3 clusters Score -356972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -356983.687500 Penalty: 3993.623047
	Iteration 13Q: 3 clusters Score -356983.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -356992.500000 Penalty: 3993.623047
	Iteration 14Q: 3 clusters Score -356992.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -356996.500000 Penalty: 3993.623047
	Iteration 15Q: 3 clusters Score -356996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -356997.750000 Penalty: 3993.623047
	Iteration 16Q: 3 clusters Score -356997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -356997.718750 Penalty: 3993.623047
	Iteration 17Q: 3 clusters Score -356997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -357000.625000 Penalty: 3993.623047
	Iteration 18Q: 3 clusters Score -357000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -357003.500000 Penalty: 3993.623047
	Iteration 19Q: 3 clusters Score -357003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -357004.781250 Penalty: 3993.623047
	Iteration 20F: 3 clusters Score -357004.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -29058.148438 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -29058.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28158.453125 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -28158.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28536.853516 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -28536.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28697.273438 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -28697.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28745.728516 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -28745.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -28762.167969 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -28762.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28772.480469 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -28772.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -28776.976562 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -28776.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -28782.761719 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -28782.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -28782.761719 Penalty: 2846.937256
	Iteration 8F: 3 clusters Score -28782.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -189008.218750 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -189008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -186613.062500 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -186613.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -187024.640625 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -187024.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187119.343750 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -187119.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -187184.546875 Penalty: 3665.530029
	Iteration 3Q: 3 clusters Score -187184.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -187221.609375 Penalty: 3665.530029
	Iteration 4Q: 3 clusters Score -187221.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -187249.875000 Penalty: 3665.530029
	Iteration 5Q: 3 clusters Score -187249.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -187271.859375 Penalty: 3665.530029
	Iteration 6Q: 3 clusters Score -187271.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -187290.859375 Penalty: 3665.530029
	Iteration 7Q: 3 clusters Score -187290.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -187298.234375 Penalty: 3665.530029
	Iteration 8Q: 3 clusters Score -187298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -187307.171875 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -187307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -187313.156250 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -187313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -187319.046875 Penalty: 3665.530029
	Iteration 11Q: 3 clusters Score -187319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -187321.265625 Penalty: 3665.530029
	Iteration 12Q: 3 clusters Score -187321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -187321.468750 Penalty: 3665.530029
	Iteration 13Q: 3 clusters Score -187321.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -187321.468750 Penalty: 3665.530029
	Iteration 14F: 3 clusters Score -187321.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Entering Unmasked Estep 
Score: -641516.250000 Penalty: 2167.920898
	Iteration 0F: 2 clusters Score -641516.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -636293.250000 Penalty: 4335.841797
	Iteration 0F: 3 clusters Score -636293.2 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -637978.625000 Penalty: 4335.841797
	Iteration 1F: 3 clusters Score -637978.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -638438.125000 Penalty: 4335.841797
	Iteration 2F: 3 clusters Score -638438.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -638742.312500 Penalty: 4335.841797
	Iteration 3F: 3 clusters Score -638742.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -638961.312500 Penalty: 4335.841797
	Iteration 4F: 3 clusters Score -638961.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -639094.062500 Penalty: 4335.841797
	Iteration 5Q: 3 clusters Score -639094.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -639179.875000 Penalty: 4335.841797
	Iteration 6Q: 3 clusters Score -639179.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -639253.500000 Penalty: 4335.841797
	Iteration 7Q: 3 clusters Score -639253.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -639302.687500 Penalty: 4335.841797
	Iteration 8Q: 3 clusters Score -639302.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -639349.062500 Penalty: 4335.841797
	Iteration 9Q: 3 clusters Score -639349.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -639388.062500 Penalty: 4335.841797
	Iteration 10Q: 3 clusters Score -639388.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -639419.000000 Penalty: 4335.841797
	Iteration 11Q: 3 clusters Score -639419 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -639448.750000 Penalty: 4335.841797
	Iteration 12Q: 3 clusters Score -639448.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -639473.750000 Penalty: 4335.841797
	Iteration 13Q: 3 clusters Score -639473.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -639493.187500 Penalty: 4335.841797
	Iteration 14Q: 3 clusters Score -639493.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -639509.937500 Penalty: 4335.841797
	Iteration 15Q: 3 clusters Score -639509.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -639524.875000 Penalty: 4335.841797
	Iteration 16Q: 3 clusters Score -639524.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -639538.625000 Penalty: 4335.841797
	Iteration 17Q: 3 clusters Score -639538.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -639551.000000 Penalty: 4335.841797
	Iteration 18Q: 3 clusters Score -639551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -639561.562500 Penalty: 4335.841797
	Iteration 19Q: 3 clusters Score -639561.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -639573.437500 Penalty: 4335.841797
	Iteration 20F: 3 clusters Score -639573.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -639581.750000 Penalty: 4335.841797
	Iteration 21Q: 3 clusters Score -639581.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -639587.312500 Penalty: 4335.841797
	Iteration 22Q: 3 clusters Score -639587.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -639590.812500 Penalty: 4335.841797
	Iteration 23Q: 3 clusters Score -639590.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -639593.812500 Penalty: 4335.841797
	Iteration 24Q: 3 clusters Score -639593.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -639596.000000 Penalty: 4335.841797
	Iteration 25Q: 3 clusters Score -639596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -639597.437500 Penalty: 4335.841797
	Iteration 26Q: 3 clusters Score -639597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -639598.500000 Penalty: 4335.841797
	Iteration 27Q: 3 clusters Score -639598.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -639599.312500 Penalty: 4335.841797
	Iteration 28Q: 3 clusters Score -639599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -639601.750000 Penalty: 4335.841797
	Iteration 29Q: 3 clusters Score -639601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -639600.937500 Penalty: 4335.841797
	Iteration 30Q: 3 clusters Score -639600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -639601.250000 Penalty: 4335.841797
	Iteration 31Q: 3 clusters Score -639601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -639600.500000 Penalty: 4335.841797
	Iteration 32Q: 3 clusters Score -639600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -639602.187500 Penalty: 4335.841797
	Iteration 33Q: 3 clusters Score -639602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -639602.750000 Penalty: 4335.841797
	Iteration 34Q: 3 clusters Score -639602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -639604.625000 Penalty: 4335.841797
	Iteration 35Q: 3 clusters Score -639604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -639605.000000 Penalty: 4335.841797
	Iteration 36Q: 3 clusters Score -639605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -639605.812500 Penalty: 4335.841797
	Iteration 37Q: 3 clusters Score -639605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -639605.875000 Penalty: 4335.841797
	Iteration 38Q: 3 clusters Score -639605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -639606.062500 Penalty: 4335.841797
	Iteration 39Q: 3 clusters Score -639606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -639606.062500 Penalty: 4335.841797
	Iteration 40F: 3 clusters Score -639606.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Entering Unmasked Estep 
Score: -666725.812500 Penalty: 2147.743164
	Iteration 0F: 2 clusters Score -666725.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -661710.187500 Penalty: 4295.486328
	Iteration 0F: 3 clusters Score -661710.2 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -662920.062500 Penalty: 4295.486328
	Iteration 1F: 3 clusters Score -662920.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -663207.687500 Penalty: 4295.486328
	Iteration 2F: 3 clusters Score -663207.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -663456.250000 Penalty: 4295.486328
	Iteration 3F: 3 clusters Score -663456.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -663678.750000 Penalty: 4295.486328
	Iteration 4F: 3 clusters Score -663678.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -663903.437500 Penalty: 4295.486328
	Iteration 5Q: 3 clusters Score -663903.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -664183.937500 Penalty: 4295.486328
	Iteration 6F: 3 clusters Score -664183.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -664506.437500 Penalty: 4295.486328
	Iteration 7F: 3 clusters Score -664506.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -664865.000000 Penalty: 4295.486328
	Iteration 8F: 3 clusters Score -664865 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -665213.437500 Penalty: 4295.486328
	Iteration 9F: 3 clusters Score -665213.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -665452.187500 Penalty: 4295.486328
	Iteration 10Q: 3 clusters Score -665452.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -665598.375000 Penalty: 4295.486328
	Iteration 11Q: 3 clusters Score -665598.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -665678.937500 Penalty: 4295.486328
	Iteration 12Q: 3 clusters Score -665678.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -665739.000000 Penalty: 4295.486328
	Iteration 13Q: 3 clusters Score -665739 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -665791.750000 Penalty: 4295.486328
	Iteration 14Q: 3 clusters Score -665791.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -665831.062500 Penalty: 4295.486328
	Iteration 15Q: 3 clusters Score -665831.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -665852.312500 Penalty: 4295.486328
	Iteration 16Q: 3 clusters Score -665852.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -665862.562500 Penalty: 4295.486328
	Iteration 17Q: 3 clusters Score -665862.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -665870.250000 Penalty: 4295.486328
	Iteration 18Q: 3 clusters Score -665870.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -665873.625000 Penalty: 4295.486328
	Iteration 19Q: 3 clusters Score -665873.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -665879.812500 Penalty: 4295.486328
	Iteration 20F: 3 clusters Score -665879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -665880.062500 Penalty: 4295.486328
	Iteration 21Q: 3 clusters Score -665880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -665879.875000 Penalty: 4295.486328
	Iteration 22Q: 3 clusters Score -665879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -665880.500000 Penalty: 4295.486328
	Iteration 23Q: 3 clusters Score -665880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -665880.562500 Penalty: 4295.486328
	Iteration 24Q: 3 clusters Score -665880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -665881.750000 Penalty: 4295.486328
	Iteration 25Q: 3 clusters Score -665881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -665881.812500 Penalty: 4295.486328
	Iteration 26Q: 3 clusters Score -665881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -665882.500000 Penalty: 4295.486328
	Iteration 27Q: 3 clusters Score -665882.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -665883.187500 Penalty: 4295.486328
	Iteration 28Q: 3 clusters Score -665883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -665883.187500 Penalty: 4295.486328
	Iteration 29F: 3 clusters Score -665883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Entering Unmasked Estep 
Score: -2896936.000000 Penalty: 2509.152344
	Iteration 0F: 2 clusters Score -2896936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2879658.500000 Penalty: 5018.304688
	Iteration 0F: 3 clusters Score -2879658 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2885599.500000 Penalty: 5018.304688
	Iteration 1F: 3 clusters Score -2885600 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2885949.500000 Penalty: 5018.304688
	Iteration 2Q: 3 clusters Score -2885950 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2886271.250000 Penalty: 5018.304688
	Iteration 3Q: 3 clusters Score -2886271 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2886585.250000 Penalty: 5018.304688
	Iteration 4Q: 3 clusters Score -2886585 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2886875.750000 Penalty: 5018.304688
	Iteration 5Q: 3 clusters Score -2886876 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2887228.000000 Penalty: 5018.304688
	Iteration 6Q: 3 clusters Score -2887228 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2887684.000000 Penalty: 5018.304688
	Iteration 7Q: 3 clusters Score -2887684 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2888351.750000 Penalty: 5018.304688
	Iteration 8Q: 3 clusters Score -2888352 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2889256.750000 Penalty: 5018.304688
	Iteration 9F: 3 clusters Score -2889257 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2890208.000000 Penalty: 5018.304688
	Iteration 10F: 3 clusters Score -2890208 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2891162.500000 Penalty: 5018.304688
	Iteration 11F: 3 clusters Score -2891162 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2892027.500000 Penalty: 5018.304688
	Iteration 12Q: 3 clusters Score -2892028 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2892774.500000 Penalty: 5018.304688
	Iteration 13Q: 3 clusters Score -2892774 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2893322.750000 Penalty: 5018.304688
	Iteration 14Q: 3 clusters Score -2893323 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2893756.750000 Penalty: 5018.304688
	Iteration 15Q: 3 clusters Score -2893757 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2894110.250000 Penalty: 5018.304688
	Iteration 16Q: 3 clusters Score -2894110 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2894347.500000 Penalty: 5018.304688
	Iteration 17Q: 3 clusters Score -2894348 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2894498.250000 Penalty: 5018.304688
	Iteration 18Q: 3 clusters Score -2894498 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2894577.000000 Penalty: 5018.304688
	Iteration 19Q: 3 clusters Score -2894577 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2894641.000000 Penalty: 5018.304688
	Iteration 20F: 3 clusters Score -2894641 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2894686.750000 Penalty: 5018.304688
	Iteration 21Q: 3 clusters Score -2894687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2894733.000000 Penalty: 5018.304688
	Iteration 22Q: 3 clusters Score -2894733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2894766.000000 Penalty: 5018.304688
	Iteration 23Q: 3 clusters Score -2894766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2894796.000000 Penalty: 5018.304688
	Iteration 24Q: 3 clusters Score -2894796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2894817.250000 Penalty: 5018.304688
	Iteration 25Q: 3 clusters Score -2894817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2894834.750000 Penalty: 5018.304688
	Iteration 26Q: 3 clusters Score -2894835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2894849.750000 Penalty: 5018.304688
	Iteration 27Q: 3 clusters Score -2894850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2894851.000000 Penalty: 5018.304688
	Iteration 28Q: 3 clusters Score -2894851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2894863.750000 Penalty: 5018.304688
	Iteration 29Q: 3 clusters Score -2894864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2894866.500000 Penalty: 5018.304688
	Iteration 30Q: 3 clusters Score -2894866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2894873.250000 Penalty: 5018.304688
	Iteration 31Q: 3 clusters Score -2894873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2894875.500000 Penalty: 5018.304688
	Iteration 32Q: 3 clusters Score -2894876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2894875.250000 Penalty: 5018.304688
	Iteration 33Q: 3 clusters Score -2894875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2894879.000000 Penalty: 5018.304688
	Iteration 34Q: 3 clusters Score -2894879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2894878.250000 Penalty: 5018.304688
	Iteration 35Q: 3 clusters Score -2894878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2894877.500000 Penalty: 5018.304688
	Iteration 36Q: 3 clusters Score -2894878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2894882.750000 Penalty: 5018.304688
	Iteration 37Q: 3 clusters Score -2894883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2894883.250000 Penalty: 5018.304688
	Iteration 38Q: 3 clusters Score -2894883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2894882.500000 Penalty: 5018.304688
	Iteration 39Q: 3 clusters Score -2894882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2894882.750000 Penalty: 5018.304688
	Iteration 40F: 3 clusters Score -2894883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2894886.250000 Penalty: 5018.304688
	Iteration 41Q: 3 clusters Score -2894886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2894889.500000 Penalty: 5018.304688
	Iteration 42Q: 3 clusters Score -2894890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2894891.000000 Penalty: 5018.304688
	Iteration 43Q: 3 clusters Score -2894891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2894887.250000 Penalty: 5018.304688
	Iteration 44Q: 3 clusters Score -2894887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2894891.500000 Penalty: 5018.304688
	Iteration 45Q: 3 clusters Score -2894892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2894891.500000 Penalty: 5018.304688
	Iteration 46F: 3 clusters Score -2894892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -112232.148438 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -112232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110630.656250 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -110630.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111925.312500 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -111925.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112491.750000 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -112491.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112781.773438 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -112781.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112917.335938 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -112917.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -113068.953125 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -113069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113203.578125 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -113203.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -113310.515625 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -113310.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -113338.148438 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -113338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113364.429688 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -113364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113368.695312 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -113368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113368.695312 Penalty: 3369.002930
	Iteration 11F: 3 clusters Score -113368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43223 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52485 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175200 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16006 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35377 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24175 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 49466 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27375 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16951 members 
Mstep: Class 25 contains 21856 members 
Mstep: Class 26 contains 18887 members 
Mstep: Class 27 contains 8978 members 
Mstep: Class 28 contains 84073 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103702 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 9382 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15566 members 
Mstep: Class 38 contains 3139 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24774 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4636 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6280 members 
Mstep: Class 50 contains 189515 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2343 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28475 members 
Mstep: Class 55 contains 4700 members 
Mstep: Class 56 contains 6843 members 
Mstep: Class 57 contains 12244 members 
Mstep: Class 58 contains 11548 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4304 members 
Mstep: Class 62 contains 8584 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3124 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2117 members 
Mstep: Class 74 contains 368 members 
Entering Unmasked Estep 
Score: -133763088.000000 Penalty: 256551.531250
Splitting cluster 44 changes total score from -133763824.000000 to -133763088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Entering Unmasked Estep 
Score: -606336.250000 Penalty: 2128.207520
	Iteration 0F: 2 clusters Score -606336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -601620.812500 Penalty: 4256.415039
	Iteration 0F: 3 clusters Score -601620.8 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -602753.562500 Penalty: 4256.415039
	Iteration 1F: 3 clusters Score -602753.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -603018.000000 Penalty: 4256.415039
	Iteration 2F: 3 clusters Score -603018 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -603213.562500 Penalty: 4256.415039
	Iteration 3F: 3 clusters Score -603213.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -603383.000000 Penalty: 4256.415039
	Iteration 4Q: 3 clusters Score -603383 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -603549.562500 Penalty: 4256.415039
	Iteration 5Q: 3 clusters Score -603549.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -603749.062500 Penalty: 4256.415039
	Iteration 6Q: 3 clusters Score -603749.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -603963.875000 Penalty: 4256.415039
	Iteration 7Q: 3 clusters Score -603963.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -604170.750000 Penalty: 4256.415039
	Iteration 8Q: 3 clusters Score -604170.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -604375.187500 Penalty: 4256.415039
	Iteration 9Q: 3 clusters Score -604375.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -604588.750000 Penalty: 4256.415039
	Iteration 10Q: 3 clusters Score -604588.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -604750.562500 Penalty: 4256.415039
	Iteration 11Q: 3 clusters Score -604750.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -604875.000000 Penalty: 4256.415039
	Iteration 12Q: 3 clusters Score -604875 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -604952.187500 Penalty: 4256.415039
	Iteration 13Q: 3 clusters Score -604952.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -605015.875000 Penalty: 4256.415039
	Iteration 14Q: 3 clusters Score -605015.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -605061.687500 Penalty: 4256.415039
	Iteration 15Q: 3 clusters Score -605061.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -605092.250000 Penalty: 4256.415039
	Iteration 16Q: 3 clusters Score -605092.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -605117.812500 Penalty: 4256.415039
	Iteration 17Q: 3 clusters Score -605117.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -605133.375000 Penalty: 4256.415039
	Iteration 18Q: 3 clusters Score -605133.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -605145.250000 Penalty: 4256.415039
	Iteration 19Q: 3 clusters Score -605145.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -605153.625000 Penalty: 4256.415039
	Iteration 20F: 3 clusters Score -605153.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -605160.750000 Penalty: 4256.415039
	Iteration 21Q: 3 clusters Score -605160.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -605166.625000 Penalty: 4256.415039
	Iteration 22Q: 3 clusters Score -605166.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -605172.187500 Penalty: 4256.415039
	Iteration 23Q: 3 clusters Score -605172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -605172.125000 Penalty: 4256.415039
	Iteration 24Q: 3 clusters Score -605172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -605172.625000 Penalty: 4256.415039
	Iteration 25Q: 3 clusters Score -605172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -605173.375000 Penalty: 4256.415039
	Iteration 26Q: 3 clusters Score -605173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -605173.625000 Penalty: 4256.415039
	Iteration 27Q: 3 clusters Score -605173.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -605173.625000 Penalty: 4256.415039
	Iteration 28F: 3 clusters Score -605173.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -535800.312500 Penalty: 2093.518555
	Iteration 0F: 2 clusters Score -535800.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -531525.687500 Penalty: 4187.037109
	Iteration 0F: 3 clusters Score -531525.7 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -532530.562500 Penalty: 4187.037109
	Iteration 1F: 3 clusters Score -532530.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -532710.000000 Penalty: 4187.037109
	Iteration 2F: 3 clusters Score -532710 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -532827.500000 Penalty: 4187.037109
	Iteration 3Q: 3 clusters Score -532827.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -532896.500000 Penalty: 4187.037109
	Iteration 4Q: 3 clusters Score -532896.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -532955.312500 Penalty: 4187.037109
	Iteration 5Q: 3 clusters Score -532955.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -533006.312500 Penalty: 4187.037109
	Iteration 6Q: 3 clusters Score -533006.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -533054.062500 Penalty: 4187.037109
	Iteration 7Q: 3 clusters Score -533054.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -533093.375000 Penalty: 4187.037109
	Iteration 8Q: 3 clusters Score -533093.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -533127.562500 Penalty: 4187.037109
	Iteration 9Q: 3 clusters Score -533127.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -533162.250000 Penalty: 4187.037109
	Iteration 10Q: 3 clusters Score -533162.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -533202.750000 Penalty: 4187.037109
	Iteration 11Q: 3 clusters Score -533202.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -533254.812500 Penalty: 4187.037109
	Iteration 12Q: 3 clusters Score -533254.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -533301.687500 Penalty: 4187.037109
	Iteration 13Q: 3 clusters Score -533301.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -533347.937500 Penalty: 4187.037109
	Iteration 14Q: 3 clusters Score -533347.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -533395.000000 Penalty: 4187.037109
	Iteration 15Q: 3 clusters Score -533395 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -533457.937500 Penalty: 4187.037109
	Iteration 16Q: 3 clusters Score -533457.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -533527.187500 Penalty: 4187.037109
	Iteration 17Q: 3 clusters Score -533527.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -533590.312500 Penalty: 4187.037109
	Iteration 18Q: 3 clusters Score -533590.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -533642.062500 Penalty: 4187.037109
	Iteration 19Q: 3 clusters Score -533642.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -533680.625000 Penalty: 4187.037109
	Iteration 20F: 3 clusters Score -533680.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -533726.375000 Penalty: 4187.037109
	Iteration 21Q: 3 clusters Score -533726.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -533761.375000 Penalty: 4187.037109
	Iteration 22Q: 3 clusters Score -533761.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -533782.937500 Penalty: 4187.037109
	Iteration 23Q: 3 clusters Score -533782.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -533800.562500 Penalty: 4187.037109
	Iteration 24Q: 3 clusters Score -533800.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -533815.000000 Penalty: 4187.037109
	Iteration 25Q: 3 clusters Score -533815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -533832.250000 Penalty: 4187.037109
	Iteration 26Q: 3 clusters Score -533832.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -533852.250000 Penalty: 4187.037109
	Iteration 27Q: 3 clusters Score -533852.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -533873.125000 Penalty: 4187.037109
	Iteration 28Q: 3 clusters Score -533873.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -533884.625000 Penalty: 4187.037109
	Iteration 29Q: 3 clusters Score -533884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -533892.312500 Penalty: 4187.037109
	Iteration 30Q: 3 clusters Score -533892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -533893.250000 Penalty: 4187.037109
	Iteration 31Q: 3 clusters Score -533893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -533895.125000 Penalty: 4187.037109
	Iteration 32Q: 3 clusters Score -533895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -533898.937500 Penalty: 4187.037109
	Iteration 33Q: 3 clusters Score -533898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -533904.375000 Penalty: 4187.037109
	Iteration 34Q: 3 clusters Score -533904.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -533911.437500 Penalty: 4187.037109
	Iteration 35Q: 3 clusters Score -533911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -533915.250000 Penalty: 4187.037109
	Iteration 36Q: 3 clusters Score -533915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -533917.625000 Penalty: 4187.037109
	Iteration 37Q: 3 clusters Score -533917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -533923.312500 Penalty: 4187.037109
	Iteration 38Q: 3 clusters Score -533923.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -533926.250000 Penalty: 4187.037109
	Iteration 39Q: 3 clusters Score -533926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -533928.062500 Penalty: 4187.037109
	Iteration 40F: 3 clusters Score -533928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -533935.500000 Penalty: 4187.037109
	Iteration 41Q: 3 clusters Score -533935.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -533943.125000 Penalty: 4187.037109
	Iteration 42Q: 3 clusters Score -533943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -533947.562500 Penalty: 4187.037109
	Iteration 43Q: 3 clusters Score -533947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -533947.812500 Penalty: 4187.037109
	Iteration 44Q: 3 clusters Score -533947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -533949.750000 Penalty: 4187.037109
	Iteration 45Q: 3 clusters Score -533949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -533951.187500 Penalty: 4187.037109
	Iteration 46Q: 3 clusters Score -533951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -533953.375000 Penalty: 4187.037109
	Iteration 47Q: 3 clusters Score -533953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -533956.812500 Penalty: 4187.037109
	Iteration 48Q: 3 clusters Score -533956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -533962.312500 Penalty: 4187.037109
	Iteration 49Q: 3 clusters Score -533962.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -533967.312500 Penalty: 4187.037109
	Iteration 50Q: 3 clusters Score -533967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -533972.187500 Penalty: 4187.037109
	Iteration 51Q: 3 clusters Score -533972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -533973.312500 Penalty: 4187.037109
	Iteration 52Q: 3 clusters Score -533973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -533976.000000 Penalty: 4187.037109
	Iteration 53Q: 3 clusters Score -533976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -533976.250000 Penalty: 4187.037109
	Iteration 54Q: 3 clusters Score -533976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -533977.937500 Penalty: 4187.037109
	Iteration 55Q: 3 clusters Score -533977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -533978.187500 Penalty: 4187.037109
	Iteration 56Q: 3 clusters Score -533978.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -533978.187500 Penalty: 4187.037109
	Iteration 57F: 3 clusters Score -533978.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -33424.015625 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -33424.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32144.714844 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -32144.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32315.386719 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -32315.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32357.664062 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -32357.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32414.322266 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -32414.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32456.378906 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -32456.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32480.707031 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -32480.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32496.347656 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -32496.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32496.347656 Penalty: 2877.850586
	Iteration 7F: 3 clusters Score -32496.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -640312.000000 Penalty: 2139.037354
	Iteration 0F: 2 clusters Score -640312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -635449.312500 Penalty: 4278.074707
	Iteration 0F: 3 clusters Score -635449.3 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -636684.687500 Penalty: 4278.074707
	Iteration 1F: 3 clusters Score -636684.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -636941.750000 Penalty: 4278.074707
	Iteration 2F: 3 clusters Score -636941.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -637099.000000 Penalty: 4278.074707
	Iteration 3Q: 3 clusters Score -637099 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -637217.437500 Penalty: 4278.074707
	Iteration 4Q: 3 clusters Score -637217.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -637302.125000 Penalty: 4278.074707
	Iteration 5Q: 3 clusters Score -637302.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -637376.625000 Penalty: 4278.074707
	Iteration 6Q: 3 clusters Score -637376.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -637446.062500 Penalty: 4278.074707
	Iteration 7Q: 3 clusters Score -637446.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -637523.187500 Penalty: 4278.074707
	Iteration 8Q: 3 clusters Score -637523.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -637595.062500 Penalty: 4278.074707
	Iteration 9Q: 3 clusters Score -637595.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -637649.750000 Penalty: 4278.074707
	Iteration 10Q: 3 clusters Score -637649.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -637710.812500 Penalty: 4278.074707
	Iteration 11Q: 3 clusters Score -637710.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -637795.187500 Penalty: 4278.074707
	Iteration 12Q: 3 clusters Score -637795.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -637890.562500 Penalty: 4278.074707
	Iteration 13Q: 3 clusters Score -637890.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -637996.875000 Penalty: 4278.074707
	Iteration 14Q: 3 clusters Score -637996.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -638170.000000 Penalty: 4278.074707
	Iteration 15Q: 3 clusters Score -638170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -638378.812500 Penalty: 4278.074707
	Iteration 16Q: 3 clusters Score -638378.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -638620.312500 Penalty: 4278.074707
	Iteration 17Q: 3 clusters Score -638620.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -638971.125000 Penalty: 4278.074707
	Iteration 18Q: 3 clusters Score -638971.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -639308.312500 Penalty: 4278.074707
	Iteration 19Q: 3 clusters Score -639308.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -639534.812500 Penalty: 4278.074707
	Iteration 20F: 3 clusters Score -639534.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -639635.375000 Penalty: 4278.074707
	Iteration 21Q: 3 clusters Score -639635.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -639681.375000 Penalty: 4278.074707
	Iteration 22Q: 3 clusters Score -639681.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -639696.875000 Penalty: 4278.074707
	Iteration 23Q: 3 clusters Score -639696.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -639702.000000 Penalty: 4278.074707
	Iteration 24Q: 3 clusters Score -639702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -639705.875000 Penalty: 4278.074707
	Iteration 25Q: 3 clusters Score -639705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -639708.875000 Penalty: 4278.074707
	Iteration 26Q: 3 clusters Score -639708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -639708.000000 Penalty: 4278.074707
	Iteration 27Q: 3 clusters Score -639708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -639707.312500 Penalty: 4278.074707
	Iteration 28Q: 3 clusters Score -639707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -639707.687500 Penalty: 4278.074707
	Iteration 29Q: 3 clusters Score -639707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -639707.687500 Penalty: 4278.074707
	Iteration 30F: 3 clusters Score -639707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -734014.125000 Penalty: 2168.791016
	Iteration 0F: 2 clusters Score -734014.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -728714.125000 Penalty: 4337.582031
	Iteration 0F: 3 clusters Score -728714.1 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -730037.250000 Penalty: 4337.582031
	Iteration 1F: 3 clusters Score -730037.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -730252.375000 Penalty: 4337.582031
	Iteration 2F: 3 clusters Score -730252.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -730374.250000 Penalty: 4337.582031
	Iteration 3Q: 3 clusters Score -730374.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -730459.625000 Penalty: 4337.582031
	Iteration 4Q: 3 clusters Score -730459.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -730528.375000 Penalty: 4337.582031
	Iteration 5Q: 3 clusters Score -730528.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -730576.500000 Penalty: 4337.582031
	Iteration 6Q: 3 clusters Score -730576.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -730616.625000 Penalty: 4337.582031
	Iteration 7Q: 3 clusters Score -730616.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -730659.062500 Penalty: 4337.582031
	Iteration 8Q: 3 clusters Score -730659.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -730699.312500 Penalty: 4337.582031
	Iteration 9Q: 3 clusters Score -730699.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -730733.750000 Penalty: 4337.582031
	Iteration 10Q: 3 clusters Score -730733.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -730754.625000 Penalty: 4337.582031
	Iteration 11Q: 3 clusters Score -730754.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -730771.000000 Penalty: 4337.582031
	Iteration 12Q: 3 clusters Score -730771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -730788.187500 Penalty: 4337.582031
	Iteration 13Q: 3 clusters Score -730788.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -730807.562500 Penalty: 4337.582031
	Iteration 14Q: 3 clusters Score -730807.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -730828.312500 Penalty: 4337.582031
	Iteration 15Q: 3 clusters Score -730828.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -730848.000000 Penalty: 4337.582031
	Iteration 16Q: 3 clusters Score -730848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -730872.625000 Penalty: 4337.582031
	Iteration 17Q: 3 clusters Score -730872.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -730902.062500 Penalty: 4337.582031
	Iteration 18Q: 3 clusters Score -730902.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -730932.937500 Penalty: 4337.582031
	Iteration 19Q: 3 clusters Score -730932.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -730960.187500 Penalty: 4337.582031
	Iteration 20F: 3 clusters Score -730960.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -730992.312500 Penalty: 4337.582031
	Iteration 21Q: 3 clusters Score -730992.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -731030.312500 Penalty: 4337.582031
	Iteration 22Q: 3 clusters Score -731030.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -731085.375000 Penalty: 4337.582031
	Iteration 23Q: 3 clusters Score -731085.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -731142.000000 Penalty: 4337.582031
	Iteration 24Q: 3 clusters Score -731142 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -731192.000000 Penalty: 4337.582031
	Iteration 25Q: 3 clusters Score -731192 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -731237.125000 Penalty: 4337.582031
	Iteration 26Q: 3 clusters Score -731237.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -731283.687500 Penalty: 4337.582031
	Iteration 27Q: 3 clusters Score -731283.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -731335.812500 Penalty: 4337.582031
	Iteration 28Q: 3 clusters Score -731335.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -731374.250000 Penalty: 4337.582031
	Iteration 29Q: 3 clusters Score -731374.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -731410.312500 Penalty: 4337.582031
	Iteration 30Q: 3 clusters Score -731410.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -731442.500000 Penalty: 4337.582031
	Iteration 31Q: 3 clusters Score -731442.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -731467.250000 Penalty: 4337.582031
	Iteration 32Q: 3 clusters Score -731467.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -731485.250000 Penalty: 4337.582031
	Iteration 33Q: 3 clusters Score -731485.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -731502.000000 Penalty: 4337.582031
	Iteration 34Q: 3 clusters Score -731502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -731518.812500 Penalty: 4337.582031
	Iteration 35Q: 3 clusters Score -731518.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -731532.062500 Penalty: 4337.582031
	Iteration 36Q: 3 clusters Score -731532.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -731544.625000 Penalty: 4337.582031
	Iteration 37Q: 3 clusters Score -731544.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -731553.062500 Penalty: 4337.582031
	Iteration 38Q: 3 clusters Score -731553.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -731562.625000 Penalty: 4337.582031
	Iteration 39Q: 3 clusters Score -731562.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -731566.250000 Penalty: 4337.582031
	Iteration 40F: 3 clusters Score -731566.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -731572.125000 Penalty: 4337.582031
	Iteration 41Q: 3 clusters Score -731572.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -731579.250000 Penalty: 4337.582031
	Iteration 42Q: 3 clusters Score -731579.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -731581.125000 Penalty: 4337.582031
	Iteration 43Q: 3 clusters Score -731581.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -731590.375000 Penalty: 4337.582031
	Iteration 44Q: 3 clusters Score -731590.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -731597.625000 Penalty: 4337.582031
	Iteration 45Q: 3 clusters Score -731597.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -731607.312500 Penalty: 4337.582031
	Iteration 46Q: 3 clusters Score -731607.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -731613.562500 Penalty: 4337.582031
	Iteration 47Q: 3 clusters Score -731613.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -731620.625000 Penalty: 4337.582031
	Iteration 48Q: 3 clusters Score -731620.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -731628.125000 Penalty: 4337.582031
	Iteration 49Q: 3 clusters Score -731628.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -731634.437500 Penalty: 4337.582031
	Iteration 50Q: 3 clusters Score -731634.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -731642.250000 Penalty: 4337.582031
	Iteration 51Q: 3 clusters Score -731642.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -731649.937500 Penalty: 4337.582031
	Iteration 52Q: 3 clusters Score -731649.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -731660.625000 Penalty: 4337.582031
	Iteration 53Q: 3 clusters Score -731660.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -731671.000000 Penalty: 4337.582031
	Iteration 54Q: 3 clusters Score -731671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -731681.625000 Penalty: 4337.582031
	Iteration 55Q: 3 clusters Score -731681.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -731692.625000 Penalty: 4337.582031
	Iteration 56Q: 3 clusters Score -731692.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -731703.250000 Penalty: 4337.582031
	Iteration 57Q: 3 clusters Score -731703.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -731711.937500 Penalty: 4337.582031
	Iteration 58Q: 3 clusters Score -731711.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -731717.125000 Penalty: 4337.582031
	Iteration 59Q: 3 clusters Score -731717.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -731721.687500 Penalty: 4337.582031
	Iteration 60F: 3 clusters Score -731721.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -731728.687500 Penalty: 4337.582031
	Iteration 61Q: 3 clusters Score -731728.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -731737.812500 Penalty: 4337.582031
	Iteration 62Q: 3 clusters Score -731737.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -731743.625000 Penalty: 4337.582031
	Iteration 63Q: 3 clusters Score -731743.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -731754.562500 Penalty: 4337.582031
	Iteration 64Q: 3 clusters Score -731754.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -731765.000000 Penalty: 4337.582031
	Iteration 65Q: 3 clusters Score -731765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -731773.375000 Penalty: 4337.582031
	Iteration 66Q: 3 clusters Score -731773.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -731779.875000 Penalty: 4337.582031
	Iteration 67Q: 3 clusters Score -731779.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -731785.625000 Penalty: 4337.582031
	Iteration 68Q: 3 clusters Score -731785.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -731792.437500 Penalty: 4337.582031
	Iteration 69Q: 3 clusters Score -731792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -731805.500000 Penalty: 4337.582031
	Iteration 70Q: 3 clusters Score -731805.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -731814.125000 Penalty: 4337.582031
	Iteration 71Q: 3 clusters Score -731814.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -731823.187500 Penalty: 4337.582031
	Iteration 72Q: 3 clusters Score -731823.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -731832.812500 Penalty: 4337.582031
	Iteration 73Q: 3 clusters Score -731832.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -731844.500000 Penalty: 4337.582031
	Iteration 74Q: 3 clusters Score -731844.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -731851.812500 Penalty: 4337.582031
	Iteration 75Q: 3 clusters Score -731851.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -731863.250000 Penalty: 4337.582031
	Iteration 76Q: 3 clusters Score -731863.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -731876.812500 Penalty: 4337.582031
	Iteration 77Q: 3 clusters Score -731876.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -731885.875000 Penalty: 4337.582031
	Iteration 78Q: 3 clusters Score -731885.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -731897.687500 Penalty: 4337.582031
	Iteration 79Q: 3 clusters Score -731897.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -731910.375000 Penalty: 4337.582031
	Iteration 80F: 3 clusters Score -731910.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -731923.312500 Penalty: 4337.582031
	Iteration 81Q: 3 clusters Score -731923.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -731937.125000 Penalty: 4337.582031
	Iteration 82Q: 3 clusters Score -731937.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -731946.937500 Penalty: 4337.582031
	Iteration 83Q: 3 clusters Score -731946.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -731957.562500 Penalty: 4337.582031
	Iteration 84Q: 3 clusters Score -731957.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -731969.000000 Penalty: 4337.582031
	Iteration 85Q: 3 clusters Score -731969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -731972.062500 Penalty: 4337.582031
	Iteration 86Q: 3 clusters Score -731972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -731978.437500 Penalty: 4337.582031
	Iteration 87Q: 3 clusters Score -731978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -731981.500000 Penalty: 4337.582031
	Iteration 88Q: 3 clusters Score -731981.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -731982.812500 Penalty: 4337.582031
	Iteration 89Q: 3 clusters Score -731982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -731986.250000 Penalty: 4337.582031
	Iteration 90Q: 3 clusters Score -731986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -731988.875000 Penalty: 4337.582031
	Iteration 91Q: 3 clusters Score -731988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -731989.500000 Penalty: 4337.582031
	Iteration 92Q: 3 clusters Score -731989.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -731994.375000 Penalty: 4337.582031
	Iteration 93Q: 3 clusters Score -731994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -731996.062500 Penalty: 4337.582031
	Iteration 94Q: 3 clusters Score -731996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -731996.250000 Penalty: 4337.582031
	Iteration 95Q: 3 clusters Score -731996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -731996.250000 Penalty: 4337.582031
	Iteration 96F: 3 clusters Score -731996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (189515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189515 members 
Entering Unmasked Estep 
Score: -22354078.000000 Penalty: 3013.751465
	Iteration 0F: 2 clusters Score -2.235408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -22230124.000000 Penalty: 6027.502930
	Iteration 0F: 3 clusters Score -2.223012e+07 nChanged 90966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -22283444.000000 Penalty: 6027.502930
	Iteration 1F: 3 clusters Score -2.228344e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102954 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -22285256.000000 Penalty: 6027.502930
	Iteration 2Q: 3 clusters Score -2.228526e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107984 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -22287998.000000 Penalty: 6027.502930
	Iteration 3Q: 3 clusters Score -2.2288e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115407 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -22292288.000000 Penalty: 6027.502930
	Iteration 4F: 3 clusters Score -2.229229e+07 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125644 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -22299268.000000 Penalty: 6027.502930
	Iteration 5F: 3 clusters Score -2.229927e+07 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138179 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -22308740.000000 Penalty: 6027.502930
	Iteration 6F: 3 clusters Score -2.230874e+07 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -22319848.000000 Penalty: 6027.502930
	Iteration 7F: 3 clusters Score -2.231985e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164763 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -22331226.000000 Penalty: 6027.502930
	Iteration 8F: 3 clusters Score -2.233123e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175344 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -22340198.000000 Penalty: 6027.502930
	Iteration 9F: 3 clusters Score -2.23402e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182552 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -22346236.000000 Penalty: 6027.502930
	Iteration 10Q: 3 clusters Score -2.234624e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186343 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -22349098.000000 Penalty: 6027.502930
	Iteration 11Q: 3 clusters Score -2.23491e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187959 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22350376.000000 Penalty: 6027.502930
	Iteration 12Q: 3 clusters Score -2.235038e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188558 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -22350858.000000 Penalty: 6027.502930
	Iteration 13Q: 3 clusters Score -2.235086e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188825 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -22351122.000000 Penalty: 6027.502930
	Iteration 14Q: 3 clusters Score -2.235112e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188937 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -22351254.000000 Penalty: 6027.502930
	Iteration 15Q: 3 clusters Score -2.235125e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188992 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -22351326.000000 Penalty: 6027.502930
	Iteration 16Q: 3 clusters Score -2.235133e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189025 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22351360.000000 Penalty: 6027.502930
	Iteration 17Q: 3 clusters Score -2.235136e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189054 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22351426.000000 Penalty: 6027.502930
	Iteration 18Q: 3 clusters Score -2.235143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189076 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22351442.000000 Penalty: 6027.502930
	Iteration 19Q: 3 clusters Score -2.235144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189093 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -22351488.000000 Penalty: 6027.502930
	Iteration 20F: 3 clusters Score -2.235149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189100 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22351502.000000 Penalty: 6027.502930
	Iteration 21Q: 3 clusters Score -2.23515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189107 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -22351488.000000 Penalty: 6027.502930
	Iteration 22Q: 3 clusters Score -2.235149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189111 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -22351504.000000 Penalty: 6027.502930
	Iteration 23Q: 3 clusters Score -2.23515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189113 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22351494.000000 Penalty: 6027.502930
	Iteration 24Q: 3 clusters Score -2.235149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189116 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22351498.000000 Penalty: 6027.502930
	Iteration 25Q: 3 clusters Score -2.23515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189118 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22351516.000000 Penalty: 6027.502930
	Iteration 26Q: 3 clusters Score -2.235152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189119 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22351504.000000 Penalty: 6027.502930
	Iteration 27Q: 3 clusters Score -2.23515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189121 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22351520.000000 Penalty: 6027.502930
	Iteration 28Q: 3 clusters Score -2.235152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189124 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22351526.000000 Penalty: 6027.502930
	Iteration 29Q: 3 clusters Score -2.235153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189129 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22351538.000000 Penalty: 6027.502930
	Iteration 30Q: 3 clusters Score -2.235154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189131 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22351558.000000 Penalty: 6027.502930
	Iteration 31Q: 3 clusters Score -2.235156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189132 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22351556.000000 Penalty: 6027.502930
	Iteration 32Q: 3 clusters Score -2.235156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189132 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22351556.000000 Penalty: 6027.502930
	Iteration 33F: 3 clusters Score -2.235156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -323476.875000 Penalty: 1967.759399
	Iteration 0F: 2 clusters Score -323476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -320337.593750 Penalty: 3935.518799
	Iteration 0F: 3 clusters Score -320337.6 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -320912.187500 Penalty: 3935.518799
	Iteration 1F: 3 clusters Score -320912.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -321091.312500 Penalty: 3935.518799
	Iteration 2F: 3 clusters Score -321091.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -321203.875000 Penalty: 3935.518799
	Iteration 3F: 3 clusters Score -321203.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -321270.437500 Penalty: 3935.518799
	Iteration 4Q: 3 clusters Score -321270.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -321315.500000 Penalty: 3935.518799
	Iteration 5Q: 3 clusters Score -321315.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -321350.437500 Penalty: 3935.518799
	Iteration 6Q: 3 clusters Score -321350.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -321374.281250 Penalty: 3935.518799
	Iteration 7Q: 3 clusters Score -321374.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -321395.500000 Penalty: 3935.518799
	Iteration 8Q: 3 clusters Score -321395.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -321418.156250 Penalty: 3935.518799
	Iteration 9Q: 3 clusters Score -321418.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -321446.093750 Penalty: 3935.518799
	Iteration 10Q: 3 clusters Score -321446.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -321473.281250 Penalty: 3935.518799
	Iteration 11Q: 3 clusters Score -321473.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -321500.968750 Penalty: 3935.518799
	Iteration 12Q: 3 clusters Score -321501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -321530.656250 Penalty: 3935.518799
	Iteration 13Q: 3 clusters Score -321530.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -321560.062500 Penalty: 3935.518799
	Iteration 14Q: 3 clusters Score -321560.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -321586.500000 Penalty: 3935.518799
	Iteration 15Q: 3 clusters Score -321586.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -321604.656250 Penalty: 3935.518799
	Iteration 16Q: 3 clusters Score -321604.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -321631.343750 Penalty: 3935.518799
	Iteration 17Q: 3 clusters Score -321631.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -321660.562500 Penalty: 3935.518799
	Iteration 18Q: 3 clusters Score -321660.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -321695.906250 Penalty: 3935.518799
	Iteration 19Q: 3 clusters Score -321695.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -321745.250000 Penalty: 3935.518799
	Iteration 20F: 3 clusters Score -321745.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -321795.125000 Penalty: 3935.518799
	Iteration 21Q: 3 clusters Score -321795.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -321829.531250 Penalty: 3935.518799
	Iteration 22Q: 3 clusters Score -321829.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -321858.593750 Penalty: 3935.518799
	Iteration 23Q: 3 clusters Score -321858.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -321885.468750 Penalty: 3935.518799
	Iteration 24Q: 3 clusters Score -321885.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -321911.093750 Penalty: 3935.518799
	Iteration 25Q: 3 clusters Score -321911.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -321939.750000 Penalty: 3935.518799
	Iteration 26Q: 3 clusters Score -321939.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -321960.218750 Penalty: 3935.518799
	Iteration 27Q: 3 clusters Score -321960.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -321975.875000 Penalty: 3935.518799
	Iteration 28Q: 3 clusters Score -321975.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -321986.906250 Penalty: 3935.518799
	Iteration 29Q: 3 clusters Score -321986.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -322000.218750 Penalty: 3935.518799
	Iteration 30Q: 3 clusters Score -322000.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -322014.031250 Penalty: 3935.518799
	Iteration 31Q: 3 clusters Score -322014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -322028.718750 Penalty: 3935.518799
	Iteration 32Q: 3 clusters Score -322028.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -322043.500000 Penalty: 3935.518799
	Iteration 33Q: 3 clusters Score -322043.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -322054.625000 Penalty: 3935.518799
	Iteration 34Q: 3 clusters Score -322054.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -322065.906250 Penalty: 3935.518799
	Iteration 35Q: 3 clusters Score -322065.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -322075.500000 Penalty: 3935.518799
	Iteration 36Q: 3 clusters Score -322075.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -322084.062500 Penalty: 3935.518799
	Iteration 37Q: 3 clusters Score -322084.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -322091.531250 Penalty: 3935.518799
	Iteration 38Q: 3 clusters Score -322091.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -322099.718750 Penalty: 3935.518799
	Iteration 39Q: 3 clusters Score -322099.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -322105.937500 Penalty: 3935.518799
	Iteration 40F: 3 clusters Score -322105.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -322110.750000 Penalty: 3935.518799
	Iteration 41Q: 3 clusters Score -322110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -322114.218750 Penalty: 3935.518799
	Iteration 42Q: 3 clusters Score -322114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -322115.343750 Penalty: 3935.518799
	Iteration 43Q: 3 clusters Score -322115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -322117.281250 Penalty: 3935.518799
	Iteration 44Q: 3 clusters Score -322117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -322117.468750 Penalty: 3935.518799
	Iteration 45Q: 3 clusters Score -322117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -322119.375000 Penalty: 3935.518799
	Iteration 46Q: 3 clusters Score -322119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -322121.062500 Penalty: 3935.518799
	Iteration 47Q: 3 clusters Score -322121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -322122.312500 Penalty: 3935.518799
	Iteration 48Q: 3 clusters Score -322122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -322124.687500 Penalty: 3935.518799
	Iteration 49Q: 3 clusters Score -322124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -322125.125000 Penalty: 3935.518799
	Iteration 50Q: 3 clusters Score -322125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -322125.656250 Penalty: 3935.518799
	Iteration 51Q: 3 clusters Score -322125.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -322125.656250 Penalty: 3935.518799
	Iteration 52F: 3 clusters Score -322125.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -268636.531250 Penalty: 1924.278442
	Iteration 0F: 2 clusters Score -268636.5 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 1215 members 
Entering Unmasked Estep 
Score: -265738.312500 Penalty: 3848.556885
	Iteration 0F: 3 clusters Score -265738.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -266297.656250 Penalty: 3848.556885
	Iteration 1F: 3 clusters Score -266297.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -266431.000000 Penalty: 3848.556885
	Iteration 2F: 3 clusters Score -266431 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -266490.187500 Penalty: 3848.556885
	Iteration 3Q: 3 clusters Score -266490.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -266530.593750 Penalty: 3848.556885
	Iteration 4Q: 3 clusters Score -266530.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -266566.468750 Penalty: 3848.556885
	Iteration 5Q: 3 clusters Score -266566.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -266587.250000 Penalty: 3848.556885
	Iteration 6Q: 3 clusters Score -266587.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -266598.250000 Penalty: 3848.556885
	Iteration 7Q: 3 clusters Score -266598.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -266609.531250 Penalty: 3848.556885
	Iteration 8Q: 3 clusters Score -266609.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -266621.906250 Penalty: 3848.556885
	Iteration 9Q: 3 clusters Score -266621.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -266637.281250 Penalty: 3848.556885
	Iteration 10Q: 3 clusters Score -266637.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -266648.750000 Penalty: 3848.556885
	Iteration 11Q: 3 clusters Score -266648.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -266665.000000 Penalty: 3848.556885
	Iteration 12Q: 3 clusters Score -266665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -266683.968750 Penalty: 3848.556885
	Iteration 13Q: 3 clusters Score -266684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -266696.000000 Penalty: 3848.556885
	Iteration 14Q: 3 clusters Score -266696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -266705.875000 Penalty: 3848.556885
	Iteration 15Q: 3 clusters Score -266705.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -266713.125000 Penalty: 3848.556885
	Iteration 16Q: 3 clusters Score -266713.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -266718.843750 Penalty: 3848.556885
	Iteration 17Q: 3 clusters Score -266718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -266723.156250 Penalty: 3848.556885
	Iteration 18Q: 3 clusters Score -266723.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -266728.343750 Penalty: 3848.556885
	Iteration 19Q: 3 clusters Score -266728.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -266733.343750 Penalty: 3848.556885
	Iteration 20F: 3 clusters Score -266733.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -266741.562500 Penalty: 3848.556885
	Iteration 21Q: 3 clusters Score -266741.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -266750.843750 Penalty: 3848.556885
	Iteration 22Q: 3 clusters Score -266750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -266758.218750 Penalty: 3848.556885
	Iteration 23Q: 3 clusters Score -266758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -266768.687500 Penalty: 3848.556885
	Iteration 24Q: 3 clusters Score -266768.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -266776.125000 Penalty: 3848.556885
	Iteration 25Q: 3 clusters Score -266776.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -266784.312500 Penalty: 3848.556885
	Iteration 26Q: 3 clusters Score -266784.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -266788.968750 Penalty: 3848.556885
	Iteration 27Q: 3 clusters Score -266789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -266794.156250 Penalty: 3848.556885
	Iteration 28Q: 3 clusters Score -266794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -266798.062500 Penalty: 3848.556885
	Iteration 29Q: 3 clusters Score -266798.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -266802.250000 Penalty: 3848.556885
	Iteration 30Q: 3 clusters Score -266802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -266805.687500 Penalty: 3848.556885
	Iteration 31Q: 3 clusters Score -266805.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -266812.218750 Penalty: 3848.556885
	Iteration 32Q: 3 clusters Score -266812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -266816.937500 Penalty: 3848.556885
	Iteration 33Q: 3 clusters Score -266816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -266820.656250 Penalty: 3848.556885
	Iteration 34Q: 3 clusters Score -266820.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -266826.406250 Penalty: 3848.556885
	Iteration 35Q: 3 clusters Score -266826.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -266833.781250 Penalty: 3848.556885
	Iteration 36Q: 3 clusters Score -266833.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -266840.125000 Penalty: 3848.556885
	Iteration 37Q: 3 clusters Score -266840.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -266846.250000 Penalty: 3848.556885
	Iteration 38Q: 3 clusters Score -266846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -266850.875000 Penalty: 3848.556885
	Iteration 39Q: 3 clusters Score -266850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -266853.625000 Penalty: 3848.556885
	Iteration 40F: 3 clusters Score -266853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -266857.687500 Penalty: 3848.556885
	Iteration 41Q: 3 clusters Score -266857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -266860.593750 Penalty: 3848.556885
	Iteration 42Q: 3 clusters Score -266860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -266861.718750 Penalty: 3848.556885
	Iteration 43Q: 3 clusters Score -266861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -266862.375000 Penalty: 3848.556885
	Iteration 44Q: 3 clusters Score -266862.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -266862.375000 Penalty: 3848.556885
	Iteration 45F: 3 clusters Score -266862.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -100815.296875 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -100815.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -99211.562500 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -99211.56 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99617.195312 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -99617.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -99861.281250 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -99861.28 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -100109.187500 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -100109.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -100376.515625 Penalty: 3211.814697
	Iteration 4F: 3 clusters Score -100376.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -100493.476562 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -100493.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -100557.093750 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -100557.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -100618.093750 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -100618.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -100686.453125 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -100686.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -100705.671875 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -100705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -100709.007812 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -100709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -100710.882812 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -100710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -100710.882812 Penalty: 3211.814697
	Iteration 12F: 3 clusters Score -100710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (28475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Entering Unmasked Estep 
Score: -3324077.000000 Penalty: 2543.681885
	Iteration 0F: 2 clusters Score -3324077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3304428.250000 Penalty: 5087.363770
	Iteration 0F: 3 clusters Score -3304428 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3311514.500000 Penalty: 5087.363770
	Iteration 1F: 3 clusters Score -3311514 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3312276.000000 Penalty: 5087.363770
	Iteration 2F: 3 clusters Score -3312276 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3313223.750000 Penalty: 5087.363770
	Iteration 3F: 3 clusters Score -3313224 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3314202.250000 Penalty: 5087.363770
	Iteration 4F: 3 clusters Score -3314202 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3315166.750000 Penalty: 5087.363770
	Iteration 5F: 3 clusters Score -3315167 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3316095.750000 Penalty: 5087.363770
	Iteration 6F: 3 clusters Score -3316096 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3317062.250000 Penalty: 5087.363770
	Iteration 7F: 3 clusters Score -3317062 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -3318020.250000 Penalty: 5087.363770
	Iteration 8F: 3 clusters Score -3318020 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3318870.500000 Penalty: 5087.363770
	Iteration 9Q: 3 clusters Score -3318870 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3319585.000000 Penalty: 5087.363770
	Iteration 10Q: 3 clusters Score -3319585 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3320183.250000 Penalty: 5087.363770
	Iteration 11Q: 3 clusters Score -3320183 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3320667.500000 Penalty: 5087.363770
	Iteration 12Q: 3 clusters Score -3320668 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3321070.250000 Penalty: 5087.363770
	Iteration 13Q: 3 clusters Score -3321070 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3321420.750000 Penalty: 5087.363770
	Iteration 14Q: 3 clusters Score -3321421 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3321746.250000 Penalty: 5087.363770
	Iteration 15Q: 3 clusters Score -3321746 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3322024.750000 Penalty: 5087.363770
	Iteration 16Q: 3 clusters Score -3322025 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3322260.750000 Penalty: 5087.363770
	Iteration 17Q: 3 clusters Score -3322261 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3322401.000000 Penalty: 5087.363770
	Iteration 18Q: 3 clusters Score -3322401 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3322519.500000 Penalty: 5087.363770
	Iteration 19Q: 3 clusters Score -3322520 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3322631.750000 Penalty: 5087.363770
	Iteration 20F: 3 clusters Score -3322632 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3322705.250000 Penalty: 5087.363770
	Iteration 21Q: 3 clusters Score -3322705 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3322771.000000 Penalty: 5087.363770
	Iteration 22Q: 3 clusters Score -3322771 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3322841.000000 Penalty: 5087.363770
	Iteration 23Q: 3 clusters Score -3322841 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3322910.750000 Penalty: 5087.363770
	Iteration 24Q: 3 clusters Score -3322911 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3322981.500000 Penalty: 5087.363770
	Iteration 25Q: 3 clusters Score -3322982 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3323034.500000 Penalty: 5087.363770
	Iteration 26Q: 3 clusters Score -3323034 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3323095.250000 Penalty: 5087.363770
	Iteration 27Q: 3 clusters Score -3323095 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3323154.000000 Penalty: 5087.363770
	Iteration 28Q: 3 clusters Score -3323154 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3323210.000000 Penalty: 5087.363770
	Iteration 29Q: 3 clusters Score -3323210 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3323262.500000 Penalty: 5087.363770
	Iteration 30Q: 3 clusters Score -3323262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3323313.500000 Penalty: 5087.363770
	Iteration 31Q: 3 clusters Score -3323314 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3323372.000000 Penalty: 5087.363770
	Iteration 32Q: 3 clusters Score -3323372 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3323416.750000 Penalty: 5087.363770
	Iteration 33Q: 3 clusters Score -3323417 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3323464.500000 Penalty: 5087.363770
	Iteration 34Q: 3 clusters Score -3323464 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3323505.500000 Penalty: 5087.363770
	Iteration 35Q: 3 clusters Score -3323506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3323553.000000 Penalty: 5087.363770
	Iteration 36Q: 3 clusters Score -3323553 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3323589.000000 Penalty: 5087.363770
	Iteration 37Q: 3 clusters Score -3323589 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3323634.250000 Penalty: 5087.363770
	Iteration 38Q: 3 clusters Score -3323634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3323665.500000 Penalty: 5087.363770
	Iteration 39Q: 3 clusters Score -3323666 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3323709.250000 Penalty: 5087.363770
	Iteration 40F: 3 clusters Score -3323709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3323755.750000 Penalty: 5087.363770
	Iteration 41Q: 3 clusters Score -3323756 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3323786.250000 Penalty: 5087.363770
	Iteration 42Q: 3 clusters Score -3323786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3323823.750000 Penalty: 5087.363770
	Iteration 43Q: 3 clusters Score -3323824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3323852.750000 Penalty: 5087.363770
	Iteration 44Q: 3 clusters Score -3323853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3323871.000000 Penalty: 5087.363770
	Iteration 45Q: 3 clusters Score -3323871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3323892.250000 Penalty: 5087.363770
	Iteration 46Q: 3 clusters Score -3323892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3323909.250000 Penalty: 5087.363770
	Iteration 47Q: 3 clusters Score -3323909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3323933.000000 Penalty: 5087.363770
	Iteration 48Q: 3 clusters Score -3323933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3323940.750000 Penalty: 5087.363770
	Iteration 49Q: 3 clusters Score -3323941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3323956.000000 Penalty: 5087.363770
	Iteration 50Q: 3 clusters Score -3323956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3323959.250000 Penalty: 5087.363770
	Iteration 51Q: 3 clusters Score -3323959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3323964.000000 Penalty: 5087.363770
	Iteration 52Q: 3 clusters Score -3323964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3323970.000000 Penalty: 5087.363770
	Iteration 53Q: 3 clusters Score -3323970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3323969.500000 Penalty: 5087.363770
	Iteration 54Q: 3 clusters Score -3323970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3323971.250000 Penalty: 5087.363770
	Iteration 55Q: 3 clusters Score -3323971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3323975.000000 Penalty: 5087.363770
	Iteration 56Q: 3 clusters Score -3323975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3323973.500000 Penalty: 5087.363770
	Iteration 57Q: 3 clusters Score -3323974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3323976.250000 Penalty: 5087.363770
	Iteration 58Q: 3 clusters Score -3323976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3323977.750000 Penalty: 5087.363770
	Iteration 59Q: 3 clusters Score -3323978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -3323975.000000 Penalty: 5087.363770
	Iteration 60F: 3 clusters Score -3323975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -543376.187500 Penalty: 2096.918701
	Iteration 0F: 2 clusters Score -543376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -539062.937500 Penalty: 4193.837402
	Iteration 0F: 3 clusters Score -539062.9 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -540031.187500 Penalty: 4193.837402
	Iteration 1F: 3 clusters Score -540031.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -540241.937500 Penalty: 4193.837402
	Iteration 2F: 3 clusters Score -540241.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -540372.437500 Penalty: 4193.837402
	Iteration 3Q: 3 clusters Score -540372.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -540467.187500 Penalty: 4193.837402
	Iteration 4Q: 3 clusters Score -540467.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -540540.125000 Penalty: 4193.837402
	Iteration 5Q: 3 clusters Score -540540.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -540598.125000 Penalty: 4193.837402
	Iteration 6Q: 3 clusters Score -540598.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -540650.125000 Penalty: 4193.837402
	Iteration 7Q: 3 clusters Score -540650.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -540688.625000 Penalty: 4193.837402
	Iteration 8Q: 3 clusters Score -540688.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -540730.187500 Penalty: 4193.837402
	Iteration 9Q: 3 clusters Score -540730.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -540770.750000 Penalty: 4193.837402
	Iteration 10Q: 3 clusters Score -540770.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -540811.750000 Penalty: 4193.837402
	Iteration 11Q: 3 clusters Score -540811.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -540860.750000 Penalty: 4193.837402
	Iteration 12Q: 3 clusters Score -540860.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -540926.625000 Penalty: 4193.837402
	Iteration 13Q: 3 clusters Score -540926.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -540995.437500 Penalty: 4193.837402
	Iteration 14Q: 3 clusters Score -540995.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -541063.937500 Penalty: 4193.837402
	Iteration 15Q: 3 clusters Score -541063.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -541135.000000 Penalty: 4193.837402
	Iteration 16Q: 3 clusters Score -541135 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -541197.812500 Penalty: 4193.837402
	Iteration 17Q: 3 clusters Score -541197.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -541275.187500 Penalty: 4193.837402
	Iteration 18Q: 3 clusters Score -541275.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -541349.500000 Penalty: 4193.837402
	Iteration 19Q: 3 clusters Score -541349.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -541416.937500 Penalty: 4193.837402
	Iteration 20F: 3 clusters Score -541416.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -541456.937500 Penalty: 4193.837402
	Iteration 21Q: 3 clusters Score -541456.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -541495.187500 Penalty: 4193.837402
	Iteration 22Q: 3 clusters Score -541495.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -541528.625000 Penalty: 4193.837402
	Iteration 23Q: 3 clusters Score -541528.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -541552.250000 Penalty: 4193.837402
	Iteration 24Q: 3 clusters Score -541552.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -541569.000000 Penalty: 4193.837402
	Iteration 25Q: 3 clusters Score -541569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -541580.125000 Penalty: 4193.837402
	Iteration 26Q: 3 clusters Score -541580.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -541590.437500 Penalty: 4193.837402
	Iteration 27Q: 3 clusters Score -541590.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -541599.437500 Penalty: 4193.837402
	Iteration 28Q: 3 clusters Score -541599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -541604.625000 Penalty: 4193.837402
	Iteration 29Q: 3 clusters Score -541604.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -541610.437500 Penalty: 4193.837402
	Iteration 30Q: 3 clusters Score -541610.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -541623.125000 Penalty: 4193.837402
	Iteration 31Q: 3 clusters Score -541623.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -541631.187500 Penalty: 4193.837402
	Iteration 32Q: 3 clusters Score -541631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -541634.250000 Penalty: 4193.837402
	Iteration 33Q: 3 clusters Score -541634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -541639.000000 Penalty: 4193.837402
	Iteration 34Q: 3 clusters Score -541639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -541649.187500 Penalty: 4193.837402
	Iteration 35Q: 3 clusters Score -541649.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -541657.062500 Penalty: 4193.837402
	Iteration 36Q: 3 clusters Score -541657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -541660.625000 Penalty: 4193.837402
	Iteration 37Q: 3 clusters Score -541660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -541666.562500 Penalty: 4193.837402
	Iteration 38Q: 3 clusters Score -541666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -541669.125000 Penalty: 4193.837402
	Iteration 39Q: 3 clusters Score -541669.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -541669.125000 Penalty: 4193.837402
	Iteration 40F: 3 clusters Score -541669.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Entering Unmasked Estep 
Score: -788762.062500 Penalty: 2190.083252
	Iteration 0F: 2 clusters Score -788762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -783019.937500 Penalty: 4380.166504
	Iteration 0F: 3 clusters Score -783019.9 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -784512.375000 Penalty: 4380.166504
	Iteration 1F: 3 clusters Score -784512.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -784763.250000 Penalty: 4380.166504
	Iteration 2F: 3 clusters Score -784763.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -784938.375000 Penalty: 4380.166504
	Iteration 3Q: 3 clusters Score -784938.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -785097.937500 Penalty: 4380.166504
	Iteration 4Q: 3 clusters Score -785097.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -785248.187500 Penalty: 4380.166504
	Iteration 5Q: 3 clusters Score -785248.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -785425.812500 Penalty: 4380.166504
	Iteration 6Q: 3 clusters Score -785425.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -785627.125000 Penalty: 4380.166504
	Iteration 7Q: 3 clusters Score -785627.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -785845.875000 Penalty: 4380.166504
	Iteration 8Q: 3 clusters Score -785845.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -786146.437500 Penalty: 4380.166504
	Iteration 9Q: 3 clusters Score -786146.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -786530.375000 Penalty: 4380.166504
	Iteration 10F: 3 clusters Score -786530.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -787009.375000 Penalty: 4380.166504
	Iteration 11F: 3 clusters Score -787009.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -787462.625000 Penalty: 4380.166504
	Iteration 12F: 3 clusters Score -787462.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -787759.875000 Penalty: 4380.166504
	Iteration 13Q: 3 clusters Score -787759.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -787949.437500 Penalty: 4380.166504
	Iteration 14Q: 3 clusters Score -787949.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -788089.062500 Penalty: 4380.166504
	Iteration 15Q: 3 clusters Score -788089.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -788194.187500 Penalty: 4380.166504
	Iteration 16Q: 3 clusters Score -788194.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -788258.750000 Penalty: 4380.166504
	Iteration 17Q: 3 clusters Score -788258.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -788296.812500 Penalty: 4380.166504
	Iteration 18Q: 3 clusters Score -788296.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -788313.875000 Penalty: 4380.166504
	Iteration 19Q: 3 clusters Score -788313.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -788326.125000 Penalty: 4380.166504
	Iteration 20F: 3 clusters Score -788326.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -788335.062500 Penalty: 4380.166504
	Iteration 21Q: 3 clusters Score -788335.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -788341.625000 Penalty: 4380.166504
	Iteration 22Q: 3 clusters Score -788341.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -788345.000000 Penalty: 4380.166504
	Iteration 23Q: 3 clusters Score -788345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -788348.062500 Penalty: 4380.166504
	Iteration 24Q: 3 clusters Score -788348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -788348.000000 Penalty: 4380.166504
	Iteration 25Q: 3 clusters Score -788348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -788349.375000 Penalty: 4380.166504
	Iteration 26Q: 3 clusters Score -788349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -788348.937500 Penalty: 4380.166504
	Iteration 27Q: 3 clusters Score -788348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -788349.625000 Penalty: 4380.166504
	Iteration 28Q: 3 clusters Score -788349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -788349.625000 Penalty: 4380.166504
	Iteration 29F: 3 clusters Score -788349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (12244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Entering Unmasked Estep 
Score: -1452691.000000 Penalty: 2334.372314
	Iteration 0F: 2 clusters Score -1452691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1443647.500000 Penalty: 4668.744629
	Iteration 0F: 3 clusters Score -1443648 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1446405.875000 Penalty: 4668.744629
	Iteration 1F: 3 clusters Score -1446406 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1446731.000000 Penalty: 4668.744629
	Iteration 2F: 3 clusters Score -1446731 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1446944.375000 Penalty: 4668.744629
	Iteration 3Q: 3 clusters Score -1446944 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1447131.000000 Penalty: 4668.744629
	Iteration 4Q: 3 clusters Score -1447131 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1447300.875000 Penalty: 4668.744629
	Iteration 5Q: 3 clusters Score -1447301 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1447436.375000 Penalty: 4668.744629
	Iteration 6Q: 3 clusters Score -1447436 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1447584.875000 Penalty: 4668.744629
	Iteration 7Q: 3 clusters Score -1447585 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1447731.375000 Penalty: 4668.744629
	Iteration 8Q: 3 clusters Score -1447731 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1447870.375000 Penalty: 4668.744629
	Iteration 9Q: 3 clusters Score -1447870 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1448024.125000 Penalty: 4668.744629
	Iteration 10Q: 3 clusters Score -1448024 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1448190.125000 Penalty: 4668.744629
	Iteration 11Q: 3 clusters Score -1448190 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1448384.250000 Penalty: 4668.744629
	Iteration 12Q: 3 clusters Score -1448384 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1448626.750000 Penalty: 4668.744629
	Iteration 13Q: 3 clusters Score -1448627 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1448904.000000 Penalty: 4668.744629
	Iteration 14Q: 3 clusters Score -1448904 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1449242.500000 Penalty: 4668.744629
	Iteration 15Q: 3 clusters Score -1449242 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1449551.500000 Penalty: 4668.744629
	Iteration 16Q: 3 clusters Score -1449552 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1449821.750000 Penalty: 4668.744629
	Iteration 17Q: 3 clusters Score -1449822 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1450051.250000 Penalty: 4668.744629
	Iteration 18Q: 3 clusters Score -1450051 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1450229.000000 Penalty: 4668.744629
	Iteration 19Q: 3 clusters Score -1450229 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1450374.625000 Penalty: 4668.744629
	Iteration 20F: 3 clusters Score -1450375 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1450496.125000 Penalty: 4668.744629
	Iteration 21Q: 3 clusters Score -1450496 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1450590.125000 Penalty: 4668.744629
	Iteration 22Q: 3 clusters Score -1450590 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1450654.500000 Penalty: 4668.744629
	Iteration 23Q: 3 clusters Score -1450654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1450709.875000 Penalty: 4668.744629
	Iteration 24Q: 3 clusters Score -1450710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1450754.875000 Penalty: 4668.744629
	Iteration 25Q: 3 clusters Score -1450755 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1450805.500000 Penalty: 4668.744629
	Iteration 26Q: 3 clusters Score -1450806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1450847.500000 Penalty: 4668.744629
	Iteration 27Q: 3 clusters Score -1450848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1450886.125000 Penalty: 4668.744629
	Iteration 28Q: 3 clusters Score -1450886 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1450917.625000 Penalty: 4668.744629
	Iteration 29Q: 3 clusters Score -1450918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1450945.125000 Penalty: 4668.744629
	Iteration 30Q: 3 clusters Score -1450945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1450960.625000 Penalty: 4668.744629
	Iteration 31Q: 3 clusters Score -1450961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1450973.875000 Penalty: 4668.744629
	Iteration 32Q: 3 clusters Score -1450974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1450979.500000 Penalty: 4668.744629
	Iteration 33Q: 3 clusters Score -1450980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1450987.750000 Penalty: 4668.744629
	Iteration 34Q: 3 clusters Score -1450988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1450991.500000 Penalty: 4668.744629
	Iteration 35Q: 3 clusters Score -1450992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1450990.250000 Penalty: 4668.744629
	Iteration 36Q: 3 clusters Score -1450990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1450993.000000 Penalty: 4668.744629
	Iteration 37Q: 3 clusters Score -1450993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1450994.000000 Penalty: 4668.744629
	Iteration 38Q: 3 clusters Score -1450994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1450998.500000 Penalty: 4668.744629
	Iteration 39Q: 3 clusters Score -1450998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1451001.875000 Penalty: 4668.744629
	Iteration 40F: 3 clusters Score -1451002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1450997.000000 Penalty: 4668.744629
	Iteration 41Q: 3 clusters Score -1450997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1451001.625000 Penalty: 4668.744629
	Iteration 42Q: 3 clusters Score -1451002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1451004.500000 Penalty: 4668.744629
	Iteration 43Q: 3 clusters Score -1451004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1451005.125000 Penalty: 4668.744629
	Iteration 44Q: 3 clusters Score -1451005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1451005.500000 Penalty: 4668.744629
	Iteration 45Q: 3 clusters Score -1451006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1451006.000000 Penalty: 4668.744629
	Iteration 46Q: 3 clusters Score -1451006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1451004.875000 Penalty: 4668.744629
	Iteration 47Q: 3 clusters Score -1451005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1451004.375000 Penalty: 4668.744629
	Iteration 48Q: 3 clusters Score -1451004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1451006.125000 Penalty: 4668.744629
	Iteration 49Q: 3 clusters Score -1451006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1451007.125000 Penalty: 4668.744629
	Iteration 50Q: 3 clusters Score -1451007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1451008.875000 Penalty: 4668.744629
	Iteration 51Q: 3 clusters Score -1451009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1451004.500000 Penalty: 4668.744629
	Iteration 52Q: 3 clusters Score -1451004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1451004.875000 Penalty: 4668.744629
	Iteration 53Q: 3 clusters Score -1451005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1451004.875000 Penalty: 4668.744629
	Iteration 54F: 3 clusters Score -1451005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (11548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Entering Unmasked Estep 
Score: -1341111.750000 Penalty: 2319.858154
	Iteration 0F: 2 clusters Score -1341112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1332519.125000 Penalty: 4639.716309
	Iteration 0F: 3 clusters Score -1332519 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1335392.750000 Penalty: 4639.716309
	Iteration 1F: 3 clusters Score -1335393 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1336032.750000 Penalty: 4639.716309
	Iteration 2F: 3 clusters Score -1336033 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1336742.125000 Penalty: 4639.716309
	Iteration 3F: 3 clusters Score -1336742 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1337403.125000 Penalty: 4639.716309
	Iteration 4F: 3 clusters Score -1337403 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1337843.250000 Penalty: 4639.716309
	Iteration 5F: 3 clusters Score -1337843 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1338111.000000 Penalty: 4639.716309
	Iteration 6Q: 3 clusters Score -1338111 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1338252.625000 Penalty: 4639.716309
	Iteration 7Q: 3 clusters Score -1338253 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1338352.875000 Penalty: 4639.716309
	Iteration 8Q: 3 clusters Score -1338353 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1338405.750000 Penalty: 4639.716309
	Iteration 9Q: 3 clusters Score -1338406 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1338443.125000 Penalty: 4639.716309
	Iteration 10Q: 3 clusters Score -1338443 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1338471.500000 Penalty: 4639.716309
	Iteration 11Q: 3 clusters Score -1338472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1338492.625000 Penalty: 4639.716309
	Iteration 12Q: 3 clusters Score -1338493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1338507.250000 Penalty: 4639.716309
	Iteration 13Q: 3 clusters Score -1338507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1338509.875000 Penalty: 4639.716309
	Iteration 14Q: 3 clusters Score -1338510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1338522.000000 Penalty: 4639.716309
	Iteration 15Q: 3 clusters Score -1338522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1338526.375000 Penalty: 4639.716309
	Iteration 16Q: 3 clusters Score -1338526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1338536.875000 Penalty: 4639.716309
	Iteration 17Q: 3 clusters Score -1338537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1338539.500000 Penalty: 4639.716309
	Iteration 18Q: 3 clusters Score -1338540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1338545.250000 Penalty: 4639.716309
	Iteration 19Q: 3 clusters Score -1338545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1338545.000000 Penalty: 4639.716309
	Iteration 20F: 3 clusters Score -1338545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1338549.750000 Penalty: 4639.716309
	Iteration 21Q: 3 clusters Score -1338550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1338550.250000 Penalty: 4639.716309
	Iteration 22Q: 3 clusters Score -1338550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1338556.375000 Penalty: 4639.716309
	Iteration 23Q: 3 clusters Score -1338556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1338558.625000 Penalty: 4639.716309
	Iteration 24Q: 3 clusters Score -1338559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1338558.125000 Penalty: 4639.716309
	Iteration 25Q: 3 clusters Score -1338558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1338560.250000 Penalty: 4639.716309
	Iteration 26Q: 3 clusters Score -1338560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1338562.500000 Penalty: 4639.716309
	Iteration 27Q: 3 clusters Score -1338562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1338565.000000 Penalty: 4639.716309
	Iteration 28Q: 3 clusters Score -1338565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1338567.250000 Penalty: 4639.716309
	Iteration 29Q: 3 clusters Score -1338567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1338568.000000 Penalty: 4639.716309
	Iteration 30Q: 3 clusters Score -1338568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1338572.250000 Penalty: 4639.716309
	Iteration 31Q: 3 clusters Score -1338572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1338575.250000 Penalty: 4639.716309
	Iteration 32Q: 3 clusters Score -1338575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1338584.375000 Penalty: 4639.716309
	Iteration 33Q: 3 clusters Score -1338584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1338585.750000 Penalty: 4639.716309
	Iteration 34Q: 3 clusters Score -1338586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1338589.625000 Penalty: 4639.716309
	Iteration 35Q: 3 clusters Score -1338590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1338591.125000 Penalty: 4639.716309
	Iteration 36Q: 3 clusters Score -1338591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1338595.500000 Penalty: 4639.716309
	Iteration 37Q: 3 clusters Score -1338596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1338601.000000 Penalty: 4639.716309
	Iteration 38Q: 3 clusters Score -1338601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1338601.375000 Penalty: 4639.716309
	Iteration 39Q: 3 clusters Score -1338601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1338602.875000 Penalty: 4639.716309
	Iteration 40F: 3 clusters Score -1338603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1338606.625000 Penalty: 4639.716309
	Iteration 41Q: 3 clusters Score -1338607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1338615.500000 Penalty: 4639.716309
	Iteration 42Q: 3 clusters Score -1338616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1338623.000000 Penalty: 4639.716309
	Iteration 43Q: 3 clusters Score -1338623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1338627.750000 Penalty: 4639.716309
	Iteration 44Q: 3 clusters Score -1338628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1338628.250000 Penalty: 4639.716309
	Iteration 45Q: 3 clusters Score -1338628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1338630.000000 Penalty: 4639.716309
	Iteration 46Q: 3 clusters Score -1338630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1338632.250000 Penalty: 4639.716309
	Iteration 47Q: 3 clusters Score -1338632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1338635.125000 Penalty: 4639.716309
	Iteration 48Q: 3 clusters Score -1338635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1338642.250000 Penalty: 4639.716309
	Iteration 49Q: 3 clusters Score -1338642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1338648.250000 Penalty: 4639.716309
	Iteration 50Q: 3 clusters Score -1338648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1338652.250000 Penalty: 4639.716309
	Iteration 51Q: 3 clusters Score -1338652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1338660.000000 Penalty: 4639.716309
	Iteration 52Q: 3 clusters Score -1338660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1338661.500000 Penalty: 4639.716309
	Iteration 53Q: 3 clusters Score -1338662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1338663.125000 Penalty: 4639.716309
	Iteration 54Q: 3 clusters Score -1338663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1338664.500000 Penalty: 4639.716309
	Iteration 55Q: 3 clusters Score -1338664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1338672.250000 Penalty: 4639.716309
	Iteration 56Q: 3 clusters Score -1338672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1338671.625000 Penalty: 4639.716309
	Iteration 57Q: 3 clusters Score -1338672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1338670.500000 Penalty: 4639.716309
	Iteration 58Q: 3 clusters Score -1338670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1338674.000000 Penalty: 4639.716309
	Iteration 59Q: 3 clusters Score -1338674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1338676.875000 Penalty: 4639.716309
	Iteration 60F: 3 clusters Score -1338677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1338684.250000 Penalty: 4639.716309
	Iteration 61Q: 3 clusters Score -1338684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1338688.375000 Penalty: 4639.716309
	Iteration 62Q: 3 clusters Score -1338688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1338691.500000 Penalty: 4639.716309
	Iteration 63Q: 3 clusters Score -1338692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1338701.625000 Penalty: 4639.716309
	Iteration 64Q: 3 clusters Score -1338702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1338697.875000 Penalty: 4639.716309
	Iteration 65Q: 3 clusters Score -1338698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1338702.125000 Penalty: 4639.716309
	Iteration 66Q: 3 clusters Score -1338702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1338700.875000 Penalty: 4639.716309
	Iteration 67Q: 3 clusters Score -1338701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1338704.750000 Penalty: 4639.716309
	Iteration 68Q: 3 clusters Score -1338705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1338704.625000 Penalty: 4639.716309
	Iteration 69Q: 3 clusters Score -1338705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1338709.500000 Penalty: 4639.716309
	Iteration 70Q: 3 clusters Score -1338710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1338717.250000 Penalty: 4639.716309
	Iteration 71Q: 3 clusters Score -1338717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1338716.000000 Penalty: 4639.716309
	Iteration 72Q: 3 clusters Score -1338716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1338725.375000 Penalty: 4639.716309
	Iteration 73Q: 3 clusters Score -1338725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1338729.000000 Penalty: 4639.716309
	Iteration 74Q: 3 clusters Score -1338729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1338734.375000 Penalty: 4639.716309
	Iteration 75Q: 3 clusters Score -1338734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1338747.625000 Penalty: 4639.716309
	Iteration 76Q: 3 clusters Score -1338748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1338757.500000 Penalty: 4639.716309
	Iteration 77Q: 3 clusters Score -1338758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1338758.750000 Penalty: 4639.716309
	Iteration 78Q: 3 clusters Score -1338759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1338763.875000 Penalty: 4639.716309
	Iteration 79Q: 3 clusters Score -1338764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1338770.125000 Penalty: 4639.716309
	Iteration 80F: 3 clusters Score -1338770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1338777.125000 Penalty: 4639.716309
	Iteration 81Q: 3 clusters Score -1338777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1338783.875000 Penalty: 4639.716309
	Iteration 82Q: 3 clusters Score -1338784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1338795.000000 Penalty: 4639.716309
	Iteration 83Q: 3 clusters Score -1338795 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1338802.750000 Penalty: 4639.716309
	Iteration 84Q: 3 clusters Score -1338803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1338815.875000 Penalty: 4639.716309
	Iteration 85Q: 3 clusters Score -1338816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1338835.125000 Penalty: 4639.716309
	Iteration 86Q: 3 clusters Score -1338835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1338848.250000 Penalty: 4639.716309
	Iteration 87Q: 3 clusters Score -1338848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1338856.875000 Penalty: 4639.716309
	Iteration 88Q: 3 clusters Score -1338857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1338867.625000 Penalty: 4639.716309
	Iteration 89Q: 3 clusters Score -1338868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1338879.500000 Penalty: 4639.716309
	Iteration 90Q: 3 clusters Score -1338880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1338892.625000 Penalty: 4639.716309
	Iteration 91Q: 3 clusters Score -1338893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1338901.500000 Penalty: 4639.716309
	Iteration 92Q: 3 clusters Score -1338902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1338914.625000 Penalty: 4639.716309
	Iteration 93Q: 3 clusters Score -1338915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1338923.250000 Penalty: 4639.716309
	Iteration 94Q: 3 clusters Score -1338923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1338928.375000 Penalty: 4639.716309
	Iteration 95Q: 3 clusters Score -1338928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1338940.125000 Penalty: 4639.716309
	Iteration 96Q: 3 clusters Score -1338940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1338950.000000 Penalty: 4639.716309
	Iteration 97Q: 3 clusters Score -1338950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1338957.375000 Penalty: 4639.716309
	Iteration 98Q: 3 clusters Score -1338957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1338967.625000 Penalty: 4639.716309
	Iteration 99Q: 3 clusters Score -1338968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1338973.500000 Penalty: 4639.716309
	Iteration 100F: 3 clusters Score -1338974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1338983.000000 Penalty: 4639.716309
	Iteration 101Q: 3 clusters Score -1338983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1338986.750000 Penalty: 4639.716309
	Iteration 102Q: 3 clusters Score -1338987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1338997.375000 Penalty: 4639.716309
	Iteration 103Q: 3 clusters Score -1338997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1338999.000000 Penalty: 4639.716309
	Iteration 104Q: 3 clusters Score -1338999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1339000.250000 Penalty: 4639.716309
	Iteration 105Q: 3 clusters Score -1339000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1339007.875000 Penalty: 4639.716309
	Iteration 106Q: 3 clusters Score -1339008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1339016.000000 Penalty: 4639.716309
	Iteration 107Q: 3 clusters Score -1339016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1339024.375000 Penalty: 4639.716309
	Iteration 108Q: 3 clusters Score -1339024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1339030.250000 Penalty: 4639.716309
	Iteration 109Q: 3 clusters Score -1339030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1339034.875000 Penalty: 4639.716309
	Iteration 110Q: 3 clusters Score -1339035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1339041.000000 Penalty: 4639.716309
	Iteration 111Q: 3 clusters Score -1339041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1339044.250000 Penalty: 4639.716309
	Iteration 112Q: 3 clusters Score -1339044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1339053.500000 Penalty: 4639.716309
	Iteration 113Q: 3 clusters Score -1339054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1339062.500000 Penalty: 4639.716309
	Iteration 114Q: 3 clusters Score -1339062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1339073.750000 Penalty: 4639.716309
	Iteration 115Q: 3 clusters Score -1339074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1339083.750000 Penalty: 4639.716309
	Iteration 116Q: 3 clusters Score -1339084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1339091.250000 Penalty: 4639.716309
	Iteration 117Q: 3 clusters Score -1339091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1339094.125000 Penalty: 4639.716309
	Iteration 118Q: 3 clusters Score -1339094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1339098.500000 Penalty: 4639.716309
	Iteration 119Q: 3 clusters Score -1339098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1339100.375000 Penalty: 4639.716309
	Iteration 120F: 3 clusters Score -1339100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1339100.750000 Penalty: 4639.716309
	Iteration 121Q: 3 clusters Score -1339101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1339107.625000 Penalty: 4639.716309
	Iteration 122Q: 3 clusters Score -1339108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1339110.000000 Penalty: 4639.716309
	Iteration 123Q: 3 clusters Score -1339110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1339110.000000 Penalty: 4639.716309
	Iteration 124Q: 3 clusters Score -1339110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1339111.500000 Penalty: 4639.716309
	Iteration 125Q: 3 clusters Score -1339112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1339112.750000 Penalty: 4639.716309
	Iteration 126Q: 3 clusters Score -1339113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1339115.625000 Penalty: 4639.716309
	Iteration 127Q: 3 clusters Score -1339116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1339113.250000 Penalty: 4639.716309
	Iteration 128Q: 3 clusters Score -1339113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1339115.750000 Penalty: 4639.716309
	Iteration 129Q: 3 clusters Score -1339116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1339116.000000 Penalty: 4639.716309
	Iteration 130Q: 3 clusters Score -1339116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1339120.250000 Penalty: 4639.716309
	Iteration 131Q: 3 clusters Score -1339120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1339121.375000 Penalty: 4639.716309
	Iteration 132Q: 3 clusters Score -1339121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1339119.625000 Penalty: 4639.716309
	Iteration 133Q: 3 clusters Score -1339120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1339122.250000 Penalty: 4639.716309
	Iteration 134Q: 3 clusters Score -1339122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1339122.875000 Penalty: 4639.716309
	Iteration 135Q: 3 clusters Score -1339123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1339121.375000 Penalty: 4639.716309
	Iteration 136Q: 3 clusters Score -1339121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1339121.375000 Penalty: 4639.716309
	Iteration 137F: 3 clusters Score -1339121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -73405.664062 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -73405.66 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 260 members 
Entering Unmasked Estep 
Score: -71862.132812 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -71862.13 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72150.476562 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -72150.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72312.296875 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -72312.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72506.578125 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -72506.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72710.882812 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -72710.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72828.000000 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -72828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72922.468750 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -72922.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73025.476562 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -73025.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73098.484375 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -73098.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73123.460938 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -73123.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73137.484375 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -73137.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73142.742188 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -73142.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73145.203125 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -73145.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73145.632812 Penalty: 3131.519775
	Iteration 13F: 3 clusters Score -73145.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73153.929688 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -73153.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73161.390625 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -73161.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73169.195312 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -73169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73172.906250 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -73172.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73177.593750 Penalty: 3131.519775
	Iteration 18Q: 3 clusters Score -73177.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73180.156250 Penalty: 3131.519775
	Iteration 19Q: 3 clusters Score -73180.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73187.007812 Penalty: 3131.519775
	Iteration 20F: 3 clusters Score -73187.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73190.726562 Penalty: 3131.519775
	Iteration 21Q: 3 clusters Score -73190.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73207.859375 Penalty: 3131.519775
	Iteration 22Q: 3 clusters Score -73207.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73217.007812 Penalty: 3131.519775
	Iteration 23Q: 3 clusters Score -73217.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73217.007812 Penalty: 3131.519775
	Iteration 24F: 3 clusters Score -73217.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -290610.437500 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -290610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -288050.781250 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -288050.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -288855.656250 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -288855.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -289228.531250 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -289228.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -289498.906250 Penalty: 3779.626709
	Iteration 3F: 3 clusters Score -289498.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -289695.156250 Penalty: 3779.626709
	Iteration 4F: 3 clusters Score -289695.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -289810.156250 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -289810.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -289886.125000 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -289886.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -289936.843750 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -289936.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -289965.812500 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -289965.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -289987.687500 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -289987.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -290003.562500 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -290003.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -290014.281250 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -290014.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -290024.437500 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -290024.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -290036.593750 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -290036.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -290048.312500 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -290048.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -290056.187500 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -290056.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -290061.187500 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -290061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -290068.468750 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -290068.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -290074.468750 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -290074.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -290077.156250 Penalty: 3779.626709
	Iteration 19Q: 3 clusters Score -290077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -290079.000000 Penalty: 3779.626709
	Iteration 20F: 3 clusters Score -290079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -290079.906250 Penalty: 3779.626709
	Iteration 21Q: 3 clusters Score -290079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -290081.218750 Penalty: 3779.626709
	Iteration 22Q: 3 clusters Score -290081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -290081.843750 Penalty: 3779.626709
	Iteration 23Q: 3 clusters Score -290081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -290082.687500 Penalty: 3779.626709
	Iteration 24Q: 3 clusters Score -290082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -290084.218750 Penalty: 3779.626709
	Iteration 25Q: 3 clusters Score -290084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -290084.218750 Penalty: 3779.626709
	Iteration 26F: 3 clusters Score -290084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -502941.687500 Penalty: 2075.090332
	Iteration 0F: 2 clusters Score -502941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -498857.531250 Penalty: 4150.180664
	Iteration 0F: 3 clusters Score -498857.5 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -499827.625000 Penalty: 4150.180664
	Iteration 1F: 3 clusters Score -499827.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -500064.500000 Penalty: 4150.180664
	Iteration 2F: 3 clusters Score -500064.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -500196.187500 Penalty: 4150.180664
	Iteration 3F: 3 clusters Score -500196.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -500267.750000 Penalty: 4150.180664
	Iteration 4Q: 3 clusters Score -500267.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -500325.406250 Penalty: 4150.180664
	Iteration 5Q: 3 clusters Score -500325.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -500377.562500 Penalty: 4150.180664
	Iteration 6Q: 3 clusters Score -500377.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -500430.062500 Penalty: 4150.180664
	Iteration 7Q: 3 clusters Score -500430.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -500477.406250 Penalty: 4150.180664
	Iteration 8Q: 3 clusters Score -500477.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -500514.843750 Penalty: 4150.180664
	Iteration 9Q: 3 clusters Score -500514.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -500560.125000 Penalty: 4150.180664
	Iteration 10Q: 3 clusters Score -500560.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -500611.687500 Penalty: 4150.180664
	Iteration 11Q: 3 clusters Score -500611.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -500651.250000 Penalty: 4150.180664
	Iteration 12Q: 3 clusters Score -500651.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -500686.625000 Penalty: 4150.180664
	Iteration 13Q: 3 clusters Score -500686.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -500717.468750 Penalty: 4150.180664
	Iteration 14Q: 3 clusters Score -500717.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -500745.281250 Penalty: 4150.180664
	Iteration 15Q: 3 clusters Score -500745.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -500774.406250 Penalty: 4150.180664
	Iteration 16Q: 3 clusters Score -500774.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -500801.000000 Penalty: 4150.180664
	Iteration 17Q: 3 clusters Score -500801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -500827.156250 Penalty: 4150.180664
	Iteration 18Q: 3 clusters Score -500827.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -500848.843750 Penalty: 4150.180664
	Iteration 19Q: 3 clusters Score -500848.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -500874.531250 Penalty: 4150.180664
	Iteration 20F: 3 clusters Score -500874.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -500903.093750 Penalty: 4150.180664
	Iteration 21Q: 3 clusters Score -500903.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -500928.250000 Penalty: 4150.180664
	Iteration 22Q: 3 clusters Score -500928.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -500954.718750 Penalty: 4150.180664
	Iteration 23Q: 3 clusters Score -500954.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -500974.656250 Penalty: 4150.180664
	Iteration 24Q: 3 clusters Score -500974.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -500989.093750 Penalty: 4150.180664
	Iteration 25Q: 3 clusters Score -500989.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -501003.156250 Penalty: 4150.180664
	Iteration 26Q: 3 clusters Score -501003.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -501014.843750 Penalty: 4150.180664
	Iteration 27Q: 3 clusters Score -501014.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -501034.062500 Penalty: 4150.180664
	Iteration 28Q: 3 clusters Score -501034.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -501049.718750 Penalty: 4150.180664
	Iteration 29Q: 3 clusters Score -501049.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -501062.312500 Penalty: 4150.180664
	Iteration 30Q: 3 clusters Score -501062.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -501074.812500 Penalty: 4150.180664
	Iteration 31Q: 3 clusters Score -501074.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -501081.437500 Penalty: 4150.180664
	Iteration 32Q: 3 clusters Score -501081.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -501089.843750 Penalty: 4150.180664
	Iteration 33Q: 3 clusters Score -501089.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -501097.625000 Penalty: 4150.180664
	Iteration 34Q: 3 clusters Score -501097.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -501105.250000 Penalty: 4150.180664
	Iteration 35Q: 3 clusters Score -501105.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -501109.375000 Penalty: 4150.180664
	Iteration 36Q: 3 clusters Score -501109.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -501112.781250 Penalty: 4150.180664
	Iteration 37Q: 3 clusters Score -501112.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -501118.312500 Penalty: 4150.180664
	Iteration 38Q: 3 clusters Score -501118.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -501125.656250 Penalty: 4150.180664
	Iteration 39Q: 3 clusters Score -501125.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -501132.406250 Penalty: 4150.180664
	Iteration 40F: 3 clusters Score -501132.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -501138.937500 Penalty: 4150.180664
	Iteration 41Q: 3 clusters Score -501138.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -501142.812500 Penalty: 4150.180664
	Iteration 42Q: 3 clusters Score -501142.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -501148.218750 Penalty: 4150.180664
	Iteration 43Q: 3 clusters Score -501148.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -501153.250000 Penalty: 4150.180664
	Iteration 44Q: 3 clusters Score -501153.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -501157.593750 Penalty: 4150.180664
	Iteration 45Q: 3 clusters Score -501157.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -501163.687500 Penalty: 4150.180664
	Iteration 46Q: 3 clusters Score -501163.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -501170.687500 Penalty: 4150.180664
	Iteration 47Q: 3 clusters Score -501170.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -501178.437500 Penalty: 4150.180664
	Iteration 48Q: 3 clusters Score -501178.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -501185.375000 Penalty: 4150.180664
	Iteration 49Q: 3 clusters Score -501185.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -501192.218750 Penalty: 4150.180664
	Iteration 50Q: 3 clusters Score -501192.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -501200.062500 Penalty: 4150.180664
	Iteration 51Q: 3 clusters Score -501200.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -501205.281250 Penalty: 4150.180664
	Iteration 52Q: 3 clusters Score -501205.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -501210.781250 Penalty: 4150.180664
	Iteration 53Q: 3 clusters Score -501210.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -501216.125000 Penalty: 4150.180664
	Iteration 54Q: 3 clusters Score -501216.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -501223.218750 Penalty: 4150.180664
	Iteration 55Q: 3 clusters Score -501223.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -501225.625000 Penalty: 4150.180664
	Iteration 56Q: 3 clusters Score -501225.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -501231.000000 Penalty: 4150.180664
	Iteration 57Q: 3 clusters Score -501231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -501233.843750 Penalty: 4150.180664
	Iteration 58Q: 3 clusters Score -501233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -501235.031250 Penalty: 4150.180664
	Iteration 59Q: 3 clusters Score -501235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -501235.125000 Penalty: 4150.180664
	Iteration 60F: 3 clusters Score -501235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -501237.968750 Penalty: 4150.180664
	Iteration 61Q: 3 clusters Score -501238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -501238.687500 Penalty: 4150.180664
	Iteration 62Q: 3 clusters Score -501238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -501243.625000 Penalty: 4150.180664
	Iteration 63Q: 3 clusters Score -501243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -501246.156250 Penalty: 4150.180664
	Iteration 64Q: 3 clusters Score -501246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -501248.812500 Penalty: 4150.180664
	Iteration 65Q: 3 clusters Score -501248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -501250.968750 Penalty: 4150.180664
	Iteration 66Q: 3 clusters Score -501251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -501251.531250 Penalty: 4150.180664
	Iteration 67Q: 3 clusters Score -501251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -501252.125000 Penalty: 4150.180664
	Iteration 68Q: 3 clusters Score -501252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -501254.031250 Penalty: 4150.180664
	Iteration 69Q: 3 clusters Score -501254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -501253.625000 Penalty: 4150.180664
	Iteration 70Q: 3 clusters Score -501253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -501253.718750 Penalty: 4150.180664
	Iteration 71Q: 3 clusters Score -501253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -501253.968750 Penalty: 4150.180664
	Iteration 72Q: 3 clusters Score -501254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -501253.968750 Penalty: 4150.180664
	Iteration 73F: 3 clusters Score -501254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -983593.937500 Penalty: 2246.298584
	Iteration 0F: 2 clusters Score -983593.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -976805.125000 Penalty: 4492.597168
	Iteration 0F: 3 clusters Score -976805.1 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -978935.812500 Penalty: 4492.597168
	Iteration 1F: 3 clusters Score -978935.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -979465.437500 Penalty: 4492.597168
	Iteration 2F: 3 clusters Score -979465.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -980031.875000 Penalty: 4492.597168
	Iteration 3F: 3 clusters Score -980031.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -980509.250000 Penalty: 4492.597168
	Iteration 4F: 3 clusters Score -980509.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -980949.437500 Penalty: 4492.597168
	Iteration 5F: 3 clusters Score -980949.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -981339.375000 Penalty: 4492.597168
	Iteration 6F: 3 clusters Score -981339.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -981581.125000 Penalty: 4492.597168
	Iteration 7Q: 3 clusters Score -981581.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -981758.812500 Penalty: 4492.597168
	Iteration 8Q: 3 clusters Score -981758.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -981890.812500 Penalty: 4492.597168
	Iteration 9Q: 3 clusters Score -981890.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -982004.812500 Penalty: 4492.597168
	Iteration 10Q: 3 clusters Score -982004.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -982095.062500 Penalty: 4492.597168
	Iteration 11Q: 3 clusters Score -982095.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -982168.062500 Penalty: 4492.597168
	Iteration 12Q: 3 clusters Score -982168.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -982217.125000 Penalty: 4492.597168
	Iteration 13Q: 3 clusters Score -982217.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -982268.187500 Penalty: 4492.597168
	Iteration 14Q: 3 clusters Score -982268.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -982322.937500 Penalty: 4492.597168
	Iteration 15Q: 3 clusters Score -982322.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -982362.312500 Penalty: 4492.597168
	Iteration 16Q: 3 clusters Score -982362.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -982392.687500 Penalty: 4492.597168
	Iteration 17Q: 3 clusters Score -982392.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -982423.937500 Penalty: 4492.597168
	Iteration 18Q: 3 clusters Score -982423.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -982448.250000 Penalty: 4492.597168
	Iteration 19Q: 3 clusters Score -982448.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -982471.312500 Penalty: 4492.597168
	Iteration 20F: 3 clusters Score -982471.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -982491.062500 Penalty: 4492.597168
	Iteration 21Q: 3 clusters Score -982491.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -982499.312500 Penalty: 4492.597168
	Iteration 22Q: 3 clusters Score -982499.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -982510.687500 Penalty: 4492.597168
	Iteration 23Q: 3 clusters Score -982510.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -982517.437500 Penalty: 4492.597168
	Iteration 24Q: 3 clusters Score -982517.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -982524.375000 Penalty: 4492.597168
	Iteration 25Q: 3 clusters Score -982524.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -982529.812500 Penalty: 4492.597168
	Iteration 26Q: 3 clusters Score -982529.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -982532.812500 Penalty: 4492.597168
	Iteration 27Q: 3 clusters Score -982532.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -982538.125000 Penalty: 4492.597168
	Iteration 28Q: 3 clusters Score -982538.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -982538.687500 Penalty: 4492.597168
	Iteration 29Q: 3 clusters Score -982538.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -982544.625000 Penalty: 4492.597168
	Iteration 30Q: 3 clusters Score -982544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -982544.500000 Penalty: 4492.597168
	Iteration 31Q: 3 clusters Score -982544.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -982547.062500 Penalty: 4492.597168
	Iteration 32Q: 3 clusters Score -982547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -982547.687500 Penalty: 4492.597168
	Iteration 33Q: 3 clusters Score -982547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -982548.500000 Penalty: 4492.597168
	Iteration 34Q: 3 clusters Score -982548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -982548.062500 Penalty: 4492.597168
	Iteration 35Q: 3 clusters Score -982548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -982548.062500 Penalty: 4492.597168
	Iteration 36F: 3 clusters Score -982548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -41397.531250 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -41397.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39982.941406 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -39982.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40200.714844 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -40200.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40357.367188 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -40357.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40454.933594 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -40454.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40507.453125 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -40507.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40587.644531 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -40587.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40693.320312 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -40693.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40807.304688 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -40807.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40908.074219 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -40908.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40926.550781 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -40926.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40953.949219 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -40953.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40970.769531 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -40970.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41005.179688 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -41005.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41020.859375 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -41020.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41022.531250 Penalty: 3027.977295
	Iteration 14F: 3 clusters Score -41022.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41034.953125 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -41034.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41088.949219 Penalty: 3027.977295
	Iteration 16Q: 3 clusters Score -41088.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41111.808594 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -41111.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41134.652344 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -41134.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41134.652344 Penalty: 3027.977295
	Iteration 19F: 3 clusters Score -41134.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Entering Unmasked Estep 
Score: -759244.625000 Penalty: 2179.722168
	Iteration 0F: 2 clusters Score -759244.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -753731.812500 Penalty: 4359.444336
	Iteration 0F: 3 clusters Score -753731.8 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -755275.375000 Penalty: 4359.444336
	Iteration 1F: 3 clusters Score -755275.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -755720.625000 Penalty: 4359.444336
	Iteration 2F: 3 clusters Score -755720.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -756153.562500 Penalty: 4359.444336
	Iteration 3F: 3 clusters Score -756153.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -756559.250000 Penalty: 4359.444336
	Iteration 4F: 3 clusters Score -756559.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -756953.187500 Penalty: 4359.444336
	Iteration 5F: 3 clusters Score -756953.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -757300.937500 Penalty: 4359.444336
	Iteration 6F: 3 clusters Score -757300.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -757597.437500 Penalty: 4359.444336
	Iteration 7Q: 3 clusters Score -757597.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -757821.750000 Penalty: 4359.444336
	Iteration 8Q: 3 clusters Score -757821.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -758018.750000 Penalty: 4359.444336
	Iteration 9Q: 3 clusters Score -758018.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -758186.375000 Penalty: 4359.444336
	Iteration 10Q: 3 clusters Score -758186.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -758315.375000 Penalty: 4359.444336
	Iteration 11Q: 3 clusters Score -758315.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -758390.000000 Penalty: 4359.444336
	Iteration 12Q: 3 clusters Score -758390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -758432.125000 Penalty: 4359.444336
	Iteration 13Q: 3 clusters Score -758432.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -758446.937500 Penalty: 4359.444336
	Iteration 14Q: 3 clusters Score -758446.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -758453.562500 Penalty: 4359.444336
	Iteration 15Q: 3 clusters Score -758453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -758455.625000 Penalty: 4359.444336
	Iteration 16Q: 3 clusters Score -758455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -758457.187500 Penalty: 4359.444336
	Iteration 17Q: 3 clusters Score -758457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -758456.625000 Penalty: 4359.444336
	Iteration 18Q: 3 clusters Score -758456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -758456.750000 Penalty: 4359.444336
	Iteration 19Q: 3 clusters Score -758456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -758457.812500 Penalty: 4359.444336
	Iteration 20F: 3 clusters Score -758457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -758456.312500 Penalty: 4359.444336
	Iteration 21Q: 3 clusters Score -758456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -758458.187500 Penalty: 4359.444336
	Iteration 22Q: 3 clusters Score -758458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -758458.312500 Penalty: 4359.444336
	Iteration 23Q: 3 clusters Score -758458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -758457.687500 Penalty: 4359.444336
	Iteration 24Q: 3 clusters Score -758457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -758457.437500 Penalty: 4359.444336
	Iteration 25Q: 3 clusters Score -758457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -758459.437500 Penalty: 4359.444336
	Iteration 26Q: 3 clusters Score -758459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -758459.437500 Penalty: 4359.444336
	Iteration 27F: 3 clusters Score -758459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -352490.875000 Penalty: 1995.623535
	Iteration 0F: 2 clusters Score -352490.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -349106.718750 Penalty: 3991.247070
	Iteration 0F: 3 clusters Score -349106.7 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -349781.937500 Penalty: 3991.247070
	Iteration 1F: 3 clusters Score -349781.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -349926.718750 Penalty: 3991.247070
	Iteration 2F: 3 clusters Score -349926.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -350005.750000 Penalty: 3991.247070
	Iteration 3Q: 3 clusters Score -350005.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -350055.968750 Penalty: 3991.247070
	Iteration 4Q: 3 clusters Score -350056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -350096.125000 Penalty: 3991.247070
	Iteration 5Q: 3 clusters Score -350096.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -350129.156250 Penalty: 3991.247070
	Iteration 6Q: 3 clusters Score -350129.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -350179.687500 Penalty: 3991.247070
	Iteration 7Q: 3 clusters Score -350179.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -350230.718750 Penalty: 3991.247070
	Iteration 8Q: 3 clusters Score -350230.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -350275.906250 Penalty: 3991.247070
	Iteration 9Q: 3 clusters Score -350275.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -350317.343750 Penalty: 3991.247070
	Iteration 10Q: 3 clusters Score -350317.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -350349.718750 Penalty: 3991.247070
	Iteration 11Q: 3 clusters Score -350349.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -350379.968750 Penalty: 3991.247070
	Iteration 12Q: 3 clusters Score -350380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -350403.687500 Penalty: 3991.247070
	Iteration 13Q: 3 clusters Score -350403.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -350425.250000 Penalty: 3991.247070
	Iteration 14Q: 3 clusters Score -350425.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -350447.250000 Penalty: 3991.247070
	Iteration 15Q: 3 clusters Score -350447.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -350469.812500 Penalty: 3991.247070
	Iteration 16Q: 3 clusters Score -350469.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -350495.187500 Penalty: 3991.247070
	Iteration 17Q: 3 clusters Score -350495.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -350523.781250 Penalty: 3991.247070
	Iteration 18Q: 3 clusters Score -350523.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -350547.875000 Penalty: 3991.247070
	Iteration 19Q: 3 clusters Score -350547.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -350569.500000 Penalty: 3991.247070
	Iteration 20F: 3 clusters Score -350569.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -350584.312500 Penalty: 3991.247070
	Iteration 21Q: 3 clusters Score -350584.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -350600.718750 Penalty: 3991.247070
	Iteration 22Q: 3 clusters Score -350600.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -350615.718750 Penalty: 3991.247070
	Iteration 23Q: 3 clusters Score -350615.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -350630.031250 Penalty: 3991.247070
	Iteration 24Q: 3 clusters Score -350630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -350639.093750 Penalty: 3991.247070
	Iteration 25Q: 3 clusters Score -350639.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -350650.375000 Penalty: 3991.247070
	Iteration 26Q: 3 clusters Score -350650.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -350661.406250 Penalty: 3991.247070
	Iteration 27Q: 3 clusters Score -350661.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -350672.562500 Penalty: 3991.247070
	Iteration 28Q: 3 clusters Score -350672.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -350686.906250 Penalty: 3991.247070
	Iteration 29Q: 3 clusters Score -350686.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -350706.843750 Penalty: 3991.247070
	Iteration 30Q: 3 clusters Score -350706.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -350725.968750 Penalty: 3991.247070
	Iteration 31Q: 3 clusters Score -350726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -350745.500000 Penalty: 3991.247070
	Iteration 32Q: 3 clusters Score -350745.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -350766.687500 Penalty: 3991.247070
	Iteration 33Q: 3 clusters Score -350766.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -350780.625000 Penalty: 3991.247070
	Iteration 34Q: 3 clusters Score -350780.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -350796.750000 Penalty: 3991.247070
	Iteration 35Q: 3 clusters Score -350796.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -350819.843750 Penalty: 3991.247070
	Iteration 36Q: 3 clusters Score -350819.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -350843.687500 Penalty: 3991.247070
	Iteration 37Q: 3 clusters Score -350843.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -350862.218750 Penalty: 3991.247070
	Iteration 38Q: 3 clusters Score -350862.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -350876.375000 Penalty: 3991.247070
	Iteration 39Q: 3 clusters Score -350876.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -350888.593750 Penalty: 3991.247070
	Iteration 40F: 3 clusters Score -350888.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -350897.218750 Penalty: 3991.247070
	Iteration 41Q: 3 clusters Score -350897.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -350906.656250 Penalty: 3991.247070
	Iteration 42Q: 3 clusters Score -350906.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -350919.031250 Penalty: 3991.247070
	Iteration 43Q: 3 clusters Score -350919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -350931.500000 Penalty: 3991.247070
	Iteration 44Q: 3 clusters Score -350931.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -350938.906250 Penalty: 3991.247070
	Iteration 45Q: 3 clusters Score -350938.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -350947.812500 Penalty: 3991.247070
	Iteration 46Q: 3 clusters Score -350947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -350951.343750 Penalty: 3991.247070
	Iteration 47Q: 3 clusters Score -350951.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -350955.187500 Penalty: 3991.247070
	Iteration 48Q: 3 clusters Score -350955.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -350955.500000 Penalty: 3991.247070
	Iteration 49Q: 3 clusters Score -350955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -350957.656250 Penalty: 3991.247070
	Iteration 50Q: 3 clusters Score -350957.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -350959.718750 Penalty: 3991.247070
	Iteration 51Q: 3 clusters Score -350959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -350960.937500 Penalty: 3991.247070
	Iteration 52Q: 3 clusters Score -350960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -350961.718750 Penalty: 3991.247070
	Iteration 53Q: 3 clusters Score -350961.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -350961.531250 Penalty: 3991.247070
	Iteration 54Q: 3 clusters Score -350961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -350962.437500 Penalty: 3991.247070
	Iteration 55Q: 3 clusters Score -350962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -350964.718750 Penalty: 3991.247070
	Iteration 56Q: 3 clusters Score -350964.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -350967.625000 Penalty: 3991.247070
	Iteration 57Q: 3 clusters Score -350967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -350970.031250 Penalty: 3991.247070
	Iteration 58Q: 3 clusters Score -350970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -350972.062500 Penalty: 3991.247070
	Iteration 59Q: 3 clusters Score -350972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -350972.937500 Penalty: 3991.247070
	Iteration 60F: 3 clusters Score -350972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -86042.578125 Penalty: 1604.374023
	Iteration 0F: 2 clusters Score -86042.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84521.382812 Penalty: 3208.748047
	Iteration 0F: 3 clusters Score -84521.38 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -84922.921875 Penalty: 3208.748047
	Iteration 1F: 3 clusters Score -84922.92 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85072.070312 Penalty: 3208.748047
	Iteration 2F: 3 clusters Score -85072.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -85151.609375 Penalty: 3208.748047
	Iteration 3Q: 3 clusters Score -85151.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -85209.539062 Penalty: 3208.748047
	Iteration 4Q: 3 clusters Score -85209.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -85243.828125 Penalty: 3208.748047
	Iteration 5Q: 3 clusters Score -85243.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85276.039062 Penalty: 3208.748047
	Iteration 6Q: 3 clusters Score -85276.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85305.554688 Penalty: 3208.748047
	Iteration 7Q: 3 clusters Score -85305.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85332.429688 Penalty: 3208.748047
	Iteration 8Q: 3 clusters Score -85332.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85366.609375 Penalty: 3208.748047
	Iteration 9Q: 3 clusters Score -85366.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85395.273438 Penalty: 3208.748047
	Iteration 10Q: 3 clusters Score -85395.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85404.828125 Penalty: 3208.748047
	Iteration 11Q: 3 clusters Score -85404.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85411.039062 Penalty: 3208.748047
	Iteration 12Q: 3 clusters Score -85411.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -85412.984375 Penalty: 3208.748047
	Iteration 13Q: 3 clusters Score -85412.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -85418.414062 Penalty: 3208.748047
	Iteration 14Q: 3 clusters Score -85418.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85429.976562 Penalty: 3208.748047
	Iteration 15Q: 3 clusters Score -85429.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85437.281250 Penalty: 3208.748047
	Iteration 16Q: 3 clusters Score -85437.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85437.281250 Penalty: 3208.748047
	Iteration 17F: 3 clusters Score -85437.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -213479.078125 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -213479.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -211222.218750 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -211222.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -211629.718750 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -211629.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -211835.687500 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -211835.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -211994.734375 Penalty: 3632.619873
	Iteration 3F: 3 clusters Score -211994.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -212082.875000 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -212082.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -212128.656250 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -212128.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -212165.234375 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -212165.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -212194.703125 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -212194.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -212237.500000 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -212237.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -212289.078125 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -212289.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -212325.078125 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -212325.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -212358.187500 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -212358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -212397.406250 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -212397.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -212424.859375 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -212424.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -212446.390625 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -212446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -212461.359375 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -212461.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -212482.546875 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -212482.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -212500.640625 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -212500.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -212514.484375 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -212514.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -212529.187500 Penalty: 3632.619873
	Iteration 19Q: 3 clusters Score -212529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -212545.390625 Penalty: 3632.619873
	Iteration 20F: 3 clusters Score -212545.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -212569.593750 Penalty: 3632.619873
	Iteration 21Q: 3 clusters Score -212569.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -212581.562500 Penalty: 3632.619873
	Iteration 22Q: 3 clusters Score -212581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -212594.812500 Penalty: 3632.619873
	Iteration 23Q: 3 clusters Score -212594.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -212607.562500 Penalty: 3632.619873
	Iteration 24Q: 3 clusters Score -212607.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -212629.281250 Penalty: 3632.619873
	Iteration 25Q: 3 clusters Score -212629.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -212645.937500 Penalty: 3632.619873
	Iteration 26Q: 3 clusters Score -212645.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -212656.312500 Penalty: 3632.619873
	Iteration 27Q: 3 clusters Score -212656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -212661.281250 Penalty: 3632.619873
	Iteration 28Q: 3 clusters Score -212661.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -212662.781250 Penalty: 3632.619873
	Iteration 29Q: 3 clusters Score -212662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -212668.093750 Penalty: 3632.619873
	Iteration 30Q: 3 clusters Score -212668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -212671.140625 Penalty: 3632.619873
	Iteration 31Q: 3 clusters Score -212671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -212671.937500 Penalty: 3632.619873
	Iteration 32Q: 3 clusters Score -212671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -212674.687500 Penalty: 3632.619873
	Iteration 33Q: 3 clusters Score -212674.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -212674.687500 Penalty: 3632.619873
	Iteration 34F: 3 clusters Score -212674.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Entering Unmasked Estep 
Score: -634525.187500 Penalty: 2134.725830
	Iteration 0F: 2 clusters Score -634525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -629738.875000 Penalty: 4269.451660
	Iteration 0F: 3 clusters Score -629738.9 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -630946.375000 Penalty: 4269.451660
	Iteration 1F: 3 clusters Score -630946.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -631187.750000 Penalty: 4269.451660
	Iteration 2F: 3 clusters Score -631187.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -631365.312500 Penalty: 4269.451660
	Iteration 3F: 3 clusters Score -631365.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -631516.500000 Penalty: 4269.451660
	Iteration 4Q: 3 clusters Score -631516.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -631671.625000 Penalty: 4269.451660
	Iteration 5Q: 3 clusters Score -631671.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -631819.437500 Penalty: 4269.451660
	Iteration 6Q: 3 clusters Score -631819.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -631988.312500 Penalty: 4269.451660
	Iteration 7Q: 3 clusters Score -631988.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -632152.375000 Penalty: 4269.451660
	Iteration 8Q: 3 clusters Score -632152.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -632332.062500 Penalty: 4269.451660
	Iteration 9Q: 3 clusters Score -632332.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -632501.187500 Penalty: 4269.451660
	Iteration 10Q: 3 clusters Score -632501.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -632611.625000 Penalty: 4269.451660
	Iteration 11Q: 3 clusters Score -632611.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -632699.562500 Penalty: 4269.451660
	Iteration 12Q: 3 clusters Score -632699.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -632758.750000 Penalty: 4269.451660
	Iteration 13Q: 3 clusters Score -632758.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -632798.562500 Penalty: 4269.451660
	Iteration 14Q: 3 clusters Score -632798.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -632830.750000 Penalty: 4269.451660
	Iteration 15Q: 3 clusters Score -632830.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -632850.937500 Penalty: 4269.451660
	Iteration 16Q: 3 clusters Score -632850.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -632868.562500 Penalty: 4269.451660
	Iteration 17Q: 3 clusters Score -632868.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -632882.562500 Penalty: 4269.451660
	Iteration 18Q: 3 clusters Score -632882.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -632899.187500 Penalty: 4269.451660
	Iteration 19Q: 3 clusters Score -632899.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -632916.500000 Penalty: 4269.451660
	Iteration 20F: 3 clusters Score -632916.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -632931.687500 Penalty: 4269.451660
	Iteration 21Q: 3 clusters Score -632931.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -632941.687500 Penalty: 4269.451660
	Iteration 22Q: 3 clusters Score -632941.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -632946.312500 Penalty: 4269.451660
	Iteration 23Q: 3 clusters Score -632946.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -632952.062500 Penalty: 4269.451660
	Iteration 24Q: 3 clusters Score -632952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -632955.187500 Penalty: 4269.451660
	Iteration 25Q: 3 clusters Score -632955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -632957.250000 Penalty: 4269.451660
	Iteration 26Q: 3 clusters Score -632957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -632957.250000 Penalty: 4269.451660
	Iteration 27Q: 3 clusters Score -632957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -632958.250000 Penalty: 4269.451660
	Iteration 28Q: 3 clusters Score -632958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -632961.500000 Penalty: 4269.451660
	Iteration 29Q: 3 clusters Score -632961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -632961.375000 Penalty: 4269.451660
	Iteration 30Q: 3 clusters Score -632961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -632961.375000 Penalty: 4269.451660
	Iteration 31F: 3 clusters Score -632961.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -23629.316406 Penalty: 1294.648315
	Iteration 0F: 2 clusters Score -23629.32 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 90 members 
Entering Unmasked Estep 
Score: -22548.736328 Penalty: 2589.296631
	Iteration 0F: 3 clusters Score -22548.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22629.707031 Penalty: 2589.296631
	Iteration 1F: 3 clusters Score -22629.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22644.101562 Penalty: 2589.296631
	Iteration 2Q: 3 clusters Score -22644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22667.351562 Penalty: 2589.296631
	Iteration 3Q: 3 clusters Score -22667.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22687.406250 Penalty: 2589.296631
	Iteration 4Q: 3 clusters Score -22687.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22692.009766 Penalty: 2589.296631
	Iteration 5Q: 3 clusters Score -22692.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22700.347656 Penalty: 2589.296631
	Iteration 6Q: 3 clusters Score -22700.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22707.017578 Penalty: 2589.296631
	Iteration 7Q: 3 clusters Score -22707.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22707.017578 Penalty: 2589.296631
	Iteration 8F: 3 clusters Score -22707.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -219798.984375 Penalty: 1818.265381
	Iteration 0F: 2 clusters Score -219799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -217538.281250 Penalty: 3636.530762
	Iteration 0F: 3 clusters Score -217538.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -218205.828125 Penalty: 3636.530762
	Iteration 1F: 3 clusters Score -218205.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -218709.468750 Penalty: 3636.530762
	Iteration 2F: 3 clusters Score -218709.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -219155.031250 Penalty: 3636.530762
	Iteration 3F: 3 clusters Score -219155 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219479.078125 Penalty: 3636.530762
	Iteration 4F: 3 clusters Score -219479.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -219605.625000 Penalty: 3636.530762
	Iteration 5Q: 3 clusters Score -219605.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -219676.390625 Penalty: 3636.530762
	Iteration 6Q: 3 clusters Score -219676.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -219710.218750 Penalty: 3636.530762
	Iteration 7Q: 3 clusters Score -219710.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -219746.000000 Penalty: 3636.530762
	Iteration 8Q: 3 clusters Score -219746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -219757.093750 Penalty: 3636.530762
	Iteration 9Q: 3 clusters Score -219757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -219761.984375 Penalty: 3636.530762
	Iteration 10Q: 3 clusters Score -219762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -219769.734375 Penalty: 3636.530762
	Iteration 11Q: 3 clusters Score -219769.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -219778.265625 Penalty: 3636.530762
	Iteration 12Q: 3 clusters Score -219778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -219780.203125 Penalty: 3636.530762
	Iteration 13Q: 3 clusters Score -219780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -219780.203125 Penalty: 3636.530762
	Iteration 14F: 3 clusters Score -219780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -361543.031250 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -361543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -358658.281250 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -358658.3 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -359542.875000 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -359542.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -359897.125000 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -359897.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -360120.906250 Penalty: 3877.542236
	Iteration 3F: 3 clusters Score -360120.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -360278.750000 Penalty: 3877.542236
	Iteration 4Q: 3 clusters Score -360278.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -360409.062500 Penalty: 3877.542236
	Iteration 5Q: 3 clusters Score -360409.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -360489.718750 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -360489.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -360542.625000 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -360542.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -360579.218750 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -360579.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -360599.312500 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -360599.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -360613.656250 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -360613.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -360624.218750 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -360624.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -360633.093750 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -360633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -360637.343750 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -360637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -360639.781250 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -360639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -360641.937500 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -360641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -360645.156250 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -360645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -360647.093750 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -360647.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -360649.906250 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -360649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -360652.500000 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -360652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -360654.531250 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -360654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -360656.218750 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -360656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -360658.968750 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -360659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -360659.312500 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -360659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -360659.718750 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -360659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -360660.656250 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -360660.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -360660.656250 Penalty: 3877.542236
	Iteration 26F: 3 clusters Score -360660.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -333350.375000 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -333350.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -330652.718750 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -330652.7 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -331706.437500 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -331706.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -332293.125000 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -332293.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -332789.968750 Penalty: 3849.403076
	Iteration 3F: 3 clusters Score -332790 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -333096.718750 Penalty: 3849.403076
	Iteration 4F: 3 clusters Score -333096.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -333309.468750 Penalty: 3849.403076
	Iteration 5F: 3 clusters Score -333309.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -333460.343750 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -333460.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -333573.937500 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -333573.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -333742.562500 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -333742.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -333967.593750 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -333967.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -334053.125000 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -334053.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -334113.156250 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -334113.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -334161.250000 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -334161.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -334198.250000 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -334198.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -334240.875000 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -334240.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -334337.312500 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -334337.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -334454.250000 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -334454.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -334535.375000 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -334535.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -334579.625000 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -334579.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -334604.656250 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -334604.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -334636.000000 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -334636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -334650.562500 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -334650.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -334659.343750 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -334659.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -334662.218750 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -334662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -334665.906250 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -334665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -334666.843750 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -334666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -334667.156250 Penalty: 3849.403076
	Iteration 26Q: 3 clusters Score -334667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -334667.156250 Penalty: 3849.403076
	Iteration 27F: 3 clusters Score -334667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43223 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52485 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175200 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16006 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35377 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24175 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 49466 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27375 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16951 members 
Mstep: Class 25 contains 21856 members 
Mstep: Class 26 contains 18887 members 
Mstep: Class 27 contains 8978 members 
Mstep: Class 28 contains 84073 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103702 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 9382 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15566 members 
Mstep: Class 38 contains 3139 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24774 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4636 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6280 members 
Mstep: Class 50 contains 189515 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2343 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28475 members 
Mstep: Class 55 contains 4700 members 
Mstep: Class 56 contains 6843 members 
Mstep: Class 57 contains 12244 members 
Mstep: Class 58 contains 11548 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4304 members 
Mstep: Class 62 contains 8584 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3124 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1307 members 
Mstep: Class 73 contains 2117 members 
Mstep: Class 74 contains 1040 members 
Entering Unmasked Estep 
Score: -133763840.000000 Penalty: 256551.531250
Splitting cluster 72 changes total score from -133763824.000000 to -133763840.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 73 (2117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Entering Unmasked Estep 
Score: -298357.343750 Penalty: 1899.123291
	Iteration 0F: 2 clusters Score -298357.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -295756.781250 Penalty: 3798.246582
	Iteration 0F: 3 clusters Score -295756.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -296509.687500 Penalty: 3798.246582
	Iteration 1F: 3 clusters Score -296509.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296842.437500 Penalty: 3798.246582
	Iteration 2F: 3 clusters Score -296842.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -297027.125000 Penalty: 3798.246582
	Iteration 3F: 3 clusters Score -297027.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -297139.968750 Penalty: 3798.246582
	Iteration 4Q: 3 clusters Score -297140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -297220.781250 Penalty: 3798.246582
	Iteration 5Q: 3 clusters Score -297220.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -297281.875000 Penalty: 3798.246582
	Iteration 6Q: 3 clusters Score -297281.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -297339.031250 Penalty: 3798.246582
	Iteration 7Q: 3 clusters Score -297339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -297370.656250 Penalty: 3798.246582
	Iteration 8Q: 3 clusters Score -297370.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -297395.687500 Penalty: 3798.246582
	Iteration 9Q: 3 clusters Score -297395.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -297424.718750 Penalty: 3798.246582
	Iteration 10Q: 3 clusters Score -297424.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -297449.593750 Penalty: 3798.246582
	Iteration 11Q: 3 clusters Score -297449.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -297480.000000 Penalty: 3798.246582
	Iteration 12Q: 3 clusters Score -297480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -297518.343750 Penalty: 3798.246582
	Iteration 13Q: 3 clusters Score -297518.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -297557.281250 Penalty: 3798.246582
	Iteration 14Q: 3 clusters Score -297557.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -297595.531250 Penalty: 3798.246582
	Iteration 15Q: 3 clusters Score -297595.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -297651.125000 Penalty: 3798.246582
	Iteration 16Q: 3 clusters Score -297651.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -297732.031250 Penalty: 3798.246582
	Iteration 17Q: 3 clusters Score -297732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -297852.781250 Penalty: 3798.246582
	Iteration 18Q: 3 clusters Score -297852.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297964.968750 Penalty: 3798.246582
	Iteration 19Q: 3 clusters Score -297965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -298047.531250 Penalty: 3798.246582
	Iteration 20F: 3 clusters Score -298047.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -298129.281250 Penalty: 3798.246582
	Iteration 21Q: 3 clusters Score -298129.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -298184.906250 Penalty: 3798.246582
	Iteration 22Q: 3 clusters Score -298184.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -298235.375000 Penalty: 3798.246582
	Iteration 23Q: 3 clusters Score -298235.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -298281.968750 Penalty: 3798.246582
	Iteration 24Q: 3 clusters Score -298282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -298341.000000 Penalty: 3798.246582
	Iteration 25Q: 3 clusters Score -298341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -298370.750000 Penalty: 3798.246582
	Iteration 26Q: 3 clusters Score -298370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -298383.156250 Penalty: 3798.246582
	Iteration 27Q: 3 clusters Score -298383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -298391.687500 Penalty: 3798.246582
	Iteration 28Q: 3 clusters Score -298391.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -298396.218750 Penalty: 3798.246582
	Iteration 29Q: 3 clusters Score -298396.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -298401.031250 Penalty: 3798.246582
	Iteration 30Q: 3 clusters Score -298401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -298403.500000 Penalty: 3798.246582
	Iteration 31Q: 3 clusters Score -298403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -298404.937500 Penalty: 3798.246582
	Iteration 32Q: 3 clusters Score -298404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -298405.875000 Penalty: 3798.246582
	Iteration 33Q: 3 clusters Score -298405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -298407.281250 Penalty: 3798.246582
	Iteration 34Q: 3 clusters Score -298407.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -298408.906250 Penalty: 3798.246582
	Iteration 35Q: 3 clusters Score -298408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -298410.687500 Penalty: 3798.246582
	Iteration 36Q: 3 clusters Score -298410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -298414.281250 Penalty: 3798.246582
	Iteration 37Q: 3 clusters Score -298414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -298416.000000 Penalty: 3798.246582
	Iteration 38Q: 3 clusters Score -298416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -298419.437500 Penalty: 3798.246582
	Iteration 39Q: 3 clusters Score -298419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -298422.531250 Penalty: 3798.246582
	Iteration 40F: 3 clusters Score -298422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -298422.250000 Penalty: 3798.246582
	Iteration 41Q: 3 clusters Score -298422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -298422.250000 Penalty: 3798.246582
	Iteration 42F: 3 clusters Score -298422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43223 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52485 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175200 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16006 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35377 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24175 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 49466 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27375 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16951 members 
Mstep: Class 25 contains 21856 members 
Mstep: Class 26 contains 18887 members 
Mstep: Class 27 contains 8978 members 
Mstep: Class 28 contains 84073 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103702 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 9382 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15566 members 
Mstep: Class 38 contains 3139 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24774 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4636 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6280 members 
Mstep: Class 50 contains 189515 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2343 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28475 members 
Mstep: Class 55 contains 4700 members 
Mstep: Class 56 contains 6843 members 
Mstep: Class 57 contains 12244 members 
Mstep: Class 58 contains 11548 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4304 members 
Mstep: Class 62 contains 8584 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3124 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1307 members 
Mstep: Class 73 contains 1184 members 
Mstep: Class 74 contains 1040 members 
Mstep: Class 75 contains 933 members 
Entering Unmasked Estep 
Score: -133762328.000000 Penalty: 260018.453125
Splitting cluster 73 changes total score from -133763824.000000 to -133762328.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43223 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52485 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175200 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16006 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35377 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24175 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 49466 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27375 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16951 members 
Mstep: Class 25 contains 21856 members 
Mstep: Class 26 contains 18887 members 
Mstep: Class 27 contains 8978 members 
Mstep: Class 28 contains 84073 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103702 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 9382 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15566 members 
Mstep: Class 38 contains 3139 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24774 members 
Mstep: Class 44 contains 891 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4636 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6280 members 
Mstep: Class 50 contains 189515 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2343 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28475 members 
Mstep: Class 55 contains 4700 members 
Mstep: Class 56 contains 6843 members 
Mstep: Class 57 contains 12244 members 
Mstep: Class 58 contains 11548 members 
Mstep: Class 59 contains 552 members 
Mstep: Class 60 contains 2039 members 
Mstep: Class 61 contains 4304 members 
Mstep: Class 62 contains 8584 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3124 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1307 members 
Mstep: Class 73 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763888.000000 Penalty: 256551.531250
Iteration 199Q: 75 clusters Score -1.337639e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43205 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52484 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175201 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 16002 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6838 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35383 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24185 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 49464 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27359 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 16952 members 
Mstep: Class 25 contains 21854 members 
Mstep: Class 26 contains 18882 members 
Mstep: Class 27 contains 8980 members 
Mstep: Class 28 contains 84069 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103702 members 
Mstep: Class 31 contains 8644 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 9158 members 
Mstep: Class 34 contains 9385 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15575 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 886 members 
Mstep: Class 45 contains 5331 members 
Mstep: Class 46 contains 4635 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6286 members 
Mstep: Class 50 contains 189523 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2344 members 
Mstep: Class 53 contains 649 members 
Mstep: Class 54 contains 28454 members 
Mstep: Class 55 contains 4698 members 
Mstep: Class 56 contains 6841 members 
Mstep: Class 57 contains 12249 members 
Mstep: Class 58 contains 11543 members 
Mstep: Class 59 contains 558 members 
Mstep: Class 60 contains 2034 members 
Mstep: Class 61 contains 4337 members 
Mstep: Class 62 contains 8584 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3147 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2483 members 
Mstep: Class 72 contains 1318 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763920.000000 Penalty: 256551.531250
Iteration 200F: 75 clusters Score -1.337639e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43193 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52482 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175203 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15996 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35389 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24189 members 
Mstep: Class 17 contains 10089 members 
Mstep: Class 18 contains 49463 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27348 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16951 members 
Mstep: Class 25 contains 21852 members 
Mstep: Class 26 contains 18878 members 
Mstep: Class 27 contains 8987 members 
Mstep: Class 28 contains 84063 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103708 members 
Mstep: Class 31 contains 8642 members 
Mstep: Class 32 contains 2354 members 
Mstep: Class 33 contains 9138 members 
Mstep: Class 34 contains 9386 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15585 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6256 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 24773 members 
Mstep: Class 44 contains 886 members 
Mstep: Class 45 contains 5330 members 
Mstep: Class 46 contains 4634 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6289 members 
Mstep: Class 50 contains 189527 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2344 members 
Mstep: Class 53 contains 650 members 
Mstep: Class 54 contains 28447 members 
Mstep: Class 55 contains 4695 members 
Mstep: Class 56 contains 6842 members 
Mstep: Class 57 contains 12252 members 
Mstep: Class 58 contains 11536 members 
Mstep: Class 59 contains 558 members 
Mstep: Class 60 contains 2032 members 
Mstep: Class 61 contains 4364 members 
Mstep: Class 62 contains 8581 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3170 members 
Mstep: Class 66 contains 644 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2485 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 2117 members 
Mstep: Class 74 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763992.000000 Penalty: 256551.531250
Iteration 201Q: 75 clusters Score -1.33764e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43184 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 52479 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175202 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15991 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35394 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24194 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 49458 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 27336 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 21840 members 
Mstep: Class 26 contains 18874 members 
Mstep: Class 27 contains 8993 members 
Mstep: Class 28 contains 84052 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103715 members 
Mstep: Class 31 contains 8641 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 9117 members 
Mstep: Class 34 contains 9392 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 15591 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6257 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24775 members 
Mstep: Class 44 contains 886 members 
Mstep: Class 45 contains 5329 members 
Mstep: Class 46 contains 4633 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6292 members 
Mstep: Class 50 contains 189535 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2343 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28448 members 
Mstep: Class 55 contains 4692 members 
Mstep: Class 56 contains 6842 members 
Mstep: Class 57 contains 12252 members 
Mstep: Class 58 contains 11532 members 
Mstep: Class 59 contains 560 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4391 members 
Mstep: Class 62 contains 8583 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6562 members 
Mstep: Class 65 contains 3187 members 
Mstep: Class 66 contains 644 members 
Mstep: Class 67 contains 1514 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2485 members 
Mstep: Class 72 contains 1319 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763912.000000 Penalty: 256551.531250
Iteration 202Q: 75 clusters Score -1.337639e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43175 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 52474 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175204 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15984 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35402 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24198 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 49451 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 27328 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16948 members 
Mstep: Class 25 contains 21827 members 
Mstep: Class 26 contains 18873 members 
Mstep: Class 27 contains 8999 members 
Mstep: Class 28 contains 84040 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103716 members 
Mstep: Class 31 contains 8641 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 9096 members 
Mstep: Class 34 contains 9398 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15598 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24775 members 
Mstep: Class 44 contains 886 members 
Mstep: Class 45 contains 5327 members 
Mstep: Class 46 contains 4633 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6297 members 
Mstep: Class 50 contains 189548 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2346 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28435 members 
Mstep: Class 55 contains 4687 members 
Mstep: Class 56 contains 6841 members 
Mstep: Class 57 contains 12253 members 
Mstep: Class 58 contains 11527 members 
Mstep: Class 59 contains 564 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4425 members 
Mstep: Class 62 contains 8587 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 3201 members 
Mstep: Class 66 contains 644 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1316 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764168.000000 Penalty: 256551.531250
Iteration 203Q: 75 clusters Score -1.337642e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43159 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 52471 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175205 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15977 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35407 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24201 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 49446 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 20 contains 27324 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16948 members 
Mstep: Class 25 contains 21823 members 
Mstep: Class 26 contains 18867 members 
Mstep: Class 27 contains 9000 members 
Mstep: Class 28 contains 84033 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103724 members 
Mstep: Class 31 contains 8639 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 9081 members 
Mstep: Class 34 contains 9402 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15603 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6259 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24774 members 
Mstep: Class 44 contains 886 members 
Mstep: Class 45 contains 5325 members 
Mstep: Class 46 contains 4632 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6305 members 
Mstep: Class 50 contains 189554 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2347 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28428 members 
Mstep: Class 55 contains 4683 members 
Mstep: Class 56 contains 6840 members 
Mstep: Class 57 contains 12254 members 
Mstep: Class 58 contains 11521 members 
Mstep: Class 59 contains 565 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4454 members 
Mstep: Class 62 contains 8590 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 3215 members 
Mstep: Class 66 contains 645 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1317 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763888.000000 Penalty: 256551.531250
Iteration 204Q: 75 clusters Score -1.337639e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43150 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 52468 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175207 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15970 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6838 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35413 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24204 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 49444 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 27320 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16947 members 
Mstep: Class 25 contains 21815 members 
Mstep: Class 26 contains 18860 members 
Mstep: Class 27 contains 9001 members 
Mstep: Class 28 contains 84018 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103730 members 
Mstep: Class 31 contains 8639 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 9067 members 
Mstep: Class 34 contains 9404 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15607 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24774 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5321 members 
Mstep: Class 46 contains 4632 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 6314 members 
Mstep: Class 50 contains 189560 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2347 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28412 members 
Mstep: Class 55 contains 4683 members 
Mstep: Class 56 contains 6840 members 
Mstep: Class 57 contains 12256 members 
Mstep: Class 58 contains 11511 members 
Mstep: Class 59 contains 565 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4486 members 
Mstep: Class 62 contains 8594 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 3229 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1319 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763976.000000 Penalty: 256551.531250
Iteration 205Q: 75 clusters Score -1.33764e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43143 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 52460 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175208 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15963 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35423 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24205 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 49440 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27316 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16945 members 
Mstep: Class 25 contains 21810 members 
Mstep: Class 26 contains 18857 members 
Mstep: Class 27 contains 9005 members 
Mstep: Class 28 contains 84000 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103736 members 
Mstep: Class 31 contains 8639 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 9054 members 
Mstep: Class 34 contains 9405 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15612 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6262 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24775 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5316 members 
Mstep: Class 46 contains 4632 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6322 members 
Mstep: Class 50 contains 189571 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2347 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28400 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 6838 members 
Mstep: Class 57 contains 12257 members 
Mstep: Class 58 contains 11506 members 
Mstep: Class 59 contains 565 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4515 members 
Mstep: Class 62 contains 8598 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6561 members 
Mstep: Class 65 contains 3240 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763912.000000 Penalty: 256551.531250
Iteration 206Q: 75 clusters Score -1.337639e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43138 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52456 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175209 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6841 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35429 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24206 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 49438 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27313 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16944 members 
Mstep: Class 25 contains 21802 members 
Mstep: Class 26 contains 18857 members 
Mstep: Class 27 contains 9005 members 
Mstep: Class 28 contains 83987 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103738 members 
Mstep: Class 31 contains 8639 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 9037 members 
Mstep: Class 34 contains 9405 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15615 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24774 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5314 members 
Mstep: Class 46 contains 4632 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6326 members 
Mstep: Class 50 contains 189586 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2347 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28380 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 6838 members 
Mstep: Class 57 contains 12256 members 
Mstep: Class 58 contains 11502 members 
Mstep: Class 59 contains 566 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4552 members 
Mstep: Class 62 contains 8601 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3254 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763976.000000 Penalty: 256551.531250
Iteration 207Q: 75 clusters Score -1.33764e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43130 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52448 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175208 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15954 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6843 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35440 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24209 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 49446 members 
Mstep: Class 19 contains 3573 members 
Mstep: Class 20 contains 27311 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16939 members 
Mstep: Class 25 contains 21798 members 
Mstep: Class 26 contains 18860 members 
Mstep: Class 27 contains 9006 members 
Mstep: Class 28 contains 83972 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103744 members 
Mstep: Class 31 contains 8640 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 9023 members 
Mstep: Class 34 contains 9405 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15618 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6262 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24771 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5314 members 
Mstep: Class 46 contains 4630 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6333 members 
Mstep: Class 50 contains 189604 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2347 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28338 members 
Mstep: Class 55 contains 4684 members 
Mstep: Class 56 contains 6838 members 
Mstep: Class 57 contains 12260 members 
Mstep: Class 58 contains 11499 members 
Mstep: Class 59 contains 566 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4585 members 
Mstep: Class 62 contains 8603 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3264 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1323 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764032.000000 Penalty: 256551.531250
Iteration 208Q: 75 clusters Score -1.33764e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43129 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52443 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175208 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15949 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6844 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35445 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24212 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 49448 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27311 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16932 members 
Mstep: Class 25 contains 21794 members 
Mstep: Class 26 contains 18863 members 
Mstep: Class 27 contains 9007 members 
Mstep: Class 28 contains 83961 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103746 members 
Mstep: Class 31 contains 8641 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 9005 members 
Mstep: Class 34 contains 9405 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15619 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24767 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5314 members 
Mstep: Class 46 contains 4628 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6340 members 
Mstep: Class 50 contains 189623 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2347 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28305 members 
Mstep: Class 55 contains 4686 members 
Mstep: Class 56 contains 6838 members 
Mstep: Class 57 contains 12263 members 
Mstep: Class 58 contains 11500 members 
Mstep: Class 59 contains 566 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4607 members 
Mstep: Class 62 contains 8604 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3280 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1326 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764088.000000 Penalty: 256551.531250
Iteration 209Q: 75 clusters Score -1.337641e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43126 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52438 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175208 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6847 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35451 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24212 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 49448 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 27301 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16927 members 
Mstep: Class 25 contains 21794 members 
Mstep: Class 26 contains 18863 members 
Mstep: Class 27 contains 9007 members 
Mstep: Class 28 contains 83939 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103750 members 
Mstep: Class 31 contains 8639 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8987 members 
Mstep: Class 34 contains 9405 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15619 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6266 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24769 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5314 members 
Mstep: Class 46 contains 4629 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6341 members 
Mstep: Class 50 contains 189648 members 
Mstep: Class 51 contains 2792 members 
Mstep: Class 52 contains 2349 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28297 members 
Mstep: Class 55 contains 4686 members 
Mstep: Class 56 contains 6839 members 
Mstep: Class 57 contains 12265 members 
Mstep: Class 58 contains 11499 members 
Mstep: Class 59 contains 565 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4623 members 
Mstep: Class 62 contains 8606 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3292 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1330 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764192.000000 Penalty: 256551.531250
Iteration 210Q: 75 clusters Score -1.337642e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43121 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52435 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175209 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15939 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6847 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35457 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24211 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 49448 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 27298 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16923 members 
Mstep: Class 25 contains 21792 members 
Mstep: Class 26 contains 18860 members 
Mstep: Class 27 contains 9011 members 
Mstep: Class 28 contains 83924 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103756 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8976 members 
Mstep: Class 34 contains 9406 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15619 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6268 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24770 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5314 members 
Mstep: Class 46 contains 4629 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6339 members 
Mstep: Class 50 contains 189657 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2349 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28290 members 
Mstep: Class 55 contains 4686 members 
Mstep: Class 56 contains 6837 members 
Mstep: Class 57 contains 12266 members 
Mstep: Class 58 contains 11494 members 
Mstep: Class 59 contains 566 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4645 members 
Mstep: Class 62 contains 8607 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3303 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1338 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764144.000000 Penalty: 256551.531250
Iteration 211Q: 75 clusters Score -1.337641e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43116 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52433 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175210 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15935 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6844 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35460 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24213 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 49447 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27294 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16923 members 
Mstep: Class 25 contains 21788 members 
Mstep: Class 26 contains 18857 members 
Mstep: Class 27 contains 9016 members 
Mstep: Class 28 contains 83911 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103755 members 
Mstep: Class 31 contains 8637 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8969 members 
Mstep: Class 34 contains 9407 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15619 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6269 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24770 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5314 members 
Mstep: Class 46 contains 4628 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6340 members 
Mstep: Class 50 contains 189676 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2349 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28279 members 
Mstep: Class 55 contains 4682 members 
Mstep: Class 56 contains 6837 members 
Mstep: Class 57 contains 12266 members 
Mstep: Class 58 contains 11490 members 
Mstep: Class 59 contains 566 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4673 members 
Mstep: Class 62 contains 8609 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3309 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5474 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1343 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 1003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764136.000000 Penalty: 256551.531250
Iteration 212Q: 75 clusters Score -1.337641e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43113 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52430 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175211 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15930 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6844 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35467 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24217 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 49443 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27281 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16923 members 
Mstep: Class 25 contains 21792 members 
Mstep: Class 26 contains 18856 members 
Mstep: Class 27 contains 9019 members 
Mstep: Class 28 contains 83895 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103757 members 
Mstep: Class 31 contains 8634 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8963 members 
Mstep: Class 34 contains 9408 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15619 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6270 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24771 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5314 members 
Mstep: Class 46 contains 4624 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6344 members 
Mstep: Class 50 contains 189686 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2347 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28269 members 
Mstep: Class 55 contains 4683 members 
Mstep: Class 56 contains 6838 members 
Mstep: Class 57 contains 12267 members 
Mstep: Class 58 contains 11487 members 
Mstep: Class 59 contains 566 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4705 members 
Mstep: Class 62 contains 8611 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6563 members 
Mstep: Class 65 contains 3312 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5472 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1347 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764176.000000 Penalty: 256551.531250
Iteration 213Q: 75 clusters Score -1.337642e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43106 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52427 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 175212 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15926 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6843 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35474 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24225 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 49439 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27268 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16921 members 
Mstep: Class 25 contains 21791 members 
Mstep: Class 26 contains 18852 members 
Mstep: Class 27 contains 9020 members 
Mstep: Class 28 contains 83878 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103756 members 
Mstep: Class 31 contains 8632 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8961 members 
Mstep: Class 34 contains 9411 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15618 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24772 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4622 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6345 members 
Mstep: Class 50 contains 189697 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2346 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28255 members 
Mstep: Class 55 contains 4682 members 
Mstep: Class 56 contains 6838 members 
Mstep: Class 57 contains 12269 members 
Mstep: Class 58 contains 11483 members 
Mstep: Class 59 contains 566 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4748 members 
Mstep: Class 62 contains 8615 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 3314 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5472 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1352 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764256.000000 Penalty: 256551.531250
Iteration 214Q: 75 clusters Score -1.337643e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43103 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52425 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175212 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15923 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6843 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35479 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24228 members 
Mstep: Class 17 contains 10077 members 
Mstep: Class 18 contains 49443 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27264 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16918 members 
Mstep: Class 25 contains 21793 members 
Mstep: Class 26 contains 18848 members 
Mstep: Class 27 contains 9021 members 
Mstep: Class 28 contains 83864 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103762 members 
Mstep: Class 31 contains 8631 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8960 members 
Mstep: Class 34 contains 9413 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15617 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24775 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4619 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6347 members 
Mstep: Class 50 contains 189709 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28240 members 
Mstep: Class 55 contains 4682 members 
Mstep: Class 56 contains 6835 members 
Mstep: Class 57 contains 12269 members 
Mstep: Class 58 contains 11478 members 
Mstep: Class 59 contains 566 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4778 members 
Mstep: Class 62 contains 8616 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 3314 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5472 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1356 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764232.000000 Penalty: 256551.531250
Iteration 215Q: 75 clusters Score -1.337642e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43102 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 52423 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175213 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15919 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6842 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35482 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24234 members 
Mstep: Class 17 contains 10074 members 
Mstep: Class 18 contains 49440 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27249 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16918 members 
Mstep: Class 25 contains 21793 members 
Mstep: Class 26 contains 18846 members 
Mstep: Class 27 contains 9025 members 
Mstep: Class 28 contains 83848 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103765 members 
Mstep: Class 31 contains 8630 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8957 members 
Mstep: Class 34 contains 9417 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15619 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6275 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24773 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4617 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6347 members 
Mstep: Class 50 contains 189731 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2344 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28220 members 
Mstep: Class 55 contains 4683 members 
Mstep: Class 56 contains 6832 members 
Mstep: Class 57 contains 12270 members 
Mstep: Class 58 contains 11474 members 
Mstep: Class 59 contains 566 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4808 members 
Mstep: Class 62 contains 8616 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 3315 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5472 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1359 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764200.000000 Penalty: 256551.531250
Iteration 216Q: 75 clusters Score -1.337642e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43100 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52418 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175215 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15917 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35488 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24241 members 
Mstep: Class 17 contains 10073 members 
Mstep: Class 18 contains 49443 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27241 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16918 members 
Mstep: Class 25 contains 21797 members 
Mstep: Class 26 contains 18845 members 
Mstep: Class 27 contains 9030 members 
Mstep: Class 28 contains 83833 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103769 members 
Mstep: Class 31 contains 8629 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8956 members 
Mstep: Class 34 contains 9421 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15621 members 
Mstep: Class 38 contains 3142 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6274 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4611 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6348 members 
Mstep: Class 50 contains 189756 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2344 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28169 members 
Mstep: Class 55 contains 4680 members 
Mstep: Class 56 contains 6830 members 
Mstep: Class 57 contains 12272 members 
Mstep: Class 58 contains 11469 members 
Mstep: Class 59 contains 565 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4846 members 
Mstep: Class 62 contains 8616 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 3316 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1364 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764352.000000 Penalty: 256551.531250
Iteration 217Q: 75 clusters Score -1.337644e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43098 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52412 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175217 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15916 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6838 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35496 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24246 members 
Mstep: Class 17 contains 10068 members 
Mstep: Class 18 contains 49432 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27238 members 
Mstep: Class 21 contains 10822 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16915 members 
Mstep: Class 25 contains 21800 members 
Mstep: Class 26 contains 18846 members 
Mstep: Class 27 contains 9034 members 
Mstep: Class 28 contains 83807 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103777 members 
Mstep: Class 31 contains 8624 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8955 members 
Mstep: Class 34 contains 9422 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15628 members 
Mstep: Class 38 contains 3143 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6277 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24777 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4605 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6349 members 
Mstep: Class 50 contains 189772 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2344 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28140 members 
Mstep: Class 55 contains 4676 members 
Mstep: Class 56 contains 6829 members 
Mstep: Class 57 contains 12275 members 
Mstep: Class 58 contains 11465 members 
Mstep: Class 59 contains 566 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4888 members 
Mstep: Class 62 contains 8616 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 3317 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1371 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764512.000000 Penalty: 256551.531250
Iteration 218Q: 75 clusters Score -1.337645e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43093 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52406 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175216 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15915 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35505 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24259 members 
Mstep: Class 17 contains 10066 members 
Mstep: Class 18 contains 49432 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27228 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16913 members 
Mstep: Class 25 contains 21806 members 
Mstep: Class 26 contains 18849 members 
Mstep: Class 27 contains 9038 members 
Mstep: Class 28 contains 83788 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103780 members 
Mstep: Class 31 contains 8619 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8953 members 
Mstep: Class 34 contains 9422 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15635 members 
Mstep: Class 38 contains 3143 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6279 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24779 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4601 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6352 members 
Mstep: Class 50 contains 189815 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2344 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 28054 members 
Mstep: Class 55 contains 4675 members 
Mstep: Class 56 contains 6829 members 
Mstep: Class 57 contains 12276 members 
Mstep: Class 58 contains 11455 members 
Mstep: Class 59 contains 564 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4949 members 
Mstep: Class 62 contains 8616 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 3319 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1379 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764568.000000 Penalty: 256551.531250
Iteration 219Q: 75 clusters Score -1.337646e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43078 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52399 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175217 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15914 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35514 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24260 members 
Mstep: Class 17 contains 10060 members 
Mstep: Class 18 contains 49423 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27225 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16911 members 
Mstep: Class 25 contains 21811 members 
Mstep: Class 26 contains 18849 members 
Mstep: Class 27 contains 9040 members 
Mstep: Class 28 contains 83761 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103783 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8948 members 
Mstep: Class 34 contains 9421 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15647 members 
Mstep: Class 38 contains 3143 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6282 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24783 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4600 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6358 members 
Mstep: Class 50 contains 189860 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2344 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27929 members 
Mstep: Class 55 contains 4672 members 
Mstep: Class 56 contains 6828 members 
Mstep: Class 57 contains 12279 members 
Mstep: Class 58 contains 11454 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 5064 members 
Mstep: Class 62 contains 8616 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1394 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133764784.000000 Penalty: 256551.531250
Iteration 220F: 75 clusters Score -1.337648e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43056 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52392 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175217 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35522 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24265 members 
Mstep: Class 17 contains 10056 members 
Mstep: Class 18 contains 49421 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 27207 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16910 members 
Mstep: Class 25 contains 21810 members 
Mstep: Class 26 contains 18849 members 
Mstep: Class 27 contains 9041 members 
Mstep: Class 28 contains 83722 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103787 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8948 members 
Mstep: Class 34 contains 9421 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15659 members 
Mstep: Class 38 contains 3143 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6283 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24784 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4596 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6361 members 
Mstep: Class 50 contains 189935 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27754 members 
Mstep: Class 55 contains 4674 members 
Mstep: Class 56 contains 6828 members 
Mstep: Class 57 contains 12288 members 
Mstep: Class 58 contains 11446 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 5232 members 
Mstep: Class 62 contains 8617 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1409 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765000.000000 Penalty: 256551.531250
Iteration 221Q: 75 clusters Score -1.33765e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 43036 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52383 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175217 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15910 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35534 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24261 members 
Mstep: Class 17 contains 10051 members 
Mstep: Class 18 contains 49415 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 27197 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16911 members 
Mstep: Class 25 contains 21819 members 
Mstep: Class 26 contains 18846 members 
Mstep: Class 27 contains 9048 members 
Mstep: Class 28 contains 83659 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103796 members 
Mstep: Class 31 contains 8605 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8948 members 
Mstep: Class 34 contains 9421 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15679 members 
Mstep: Class 38 contains 3143 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6282 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24783 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4591 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6366 members 
Mstep: Class 50 contains 190006 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27533 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 6829 members 
Mstep: Class 57 contains 12296 members 
Mstep: Class 58 contains 11435 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 5448 members 
Mstep: Class 62 contains 8617 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6567 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5469 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1414 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765504.000000 Penalty: 256551.531250
Iteration 222Q: 75 clusters Score -1.337655e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 43000 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52376 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175217 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15911 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6834 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35545 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24264 members 
Mstep: Class 17 contains 10040 members 
Mstep: Class 18 contains 49414 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 27170 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16908 members 
Mstep: Class 25 contains 21848 members 
Mstep: Class 26 contains 18833 members 
Mstep: Class 27 contains 9058 members 
Mstep: Class 28 contains 83583 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103810 members 
Mstep: Class 31 contains 8595 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8947 members 
Mstep: Class 34 contains 9422 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15696 members 
Mstep: Class 38 contains 3144 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6285 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24789 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4586 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6380 members 
Mstep: Class 50 contains 190087 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27299 members 
Mstep: Class 55 contains 4685 members 
Mstep: Class 56 contains 6830 members 
Mstep: Class 57 contains 12309 members 
Mstep: Class 58 contains 11413 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 5686 members 
Mstep: Class 62 contains 8617 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6568 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765592.000000 Penalty: 256551.531250
Iteration 223Q: 75 clusters Score -1.337656e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42961 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52372 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175220 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15915 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6833 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35553 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 24263 members 
Mstep: Class 17 contains 10032 members 
Mstep: Class 18 contains 49405 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 27151 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16907 members 
Mstep: Class 25 contains 21873 members 
Mstep: Class 26 contains 18822 members 
Mstep: Class 27 contains 9059 members 
Mstep: Class 28 contains 83486 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103823 members 
Mstep: Class 31 contains 8580 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 8948 members 
Mstep: Class 34 contains 9427 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15718 members 
Mstep: Class 38 contains 3145 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6286 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24792 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4576 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 6410 members 
Mstep: Class 50 contains 190185 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27103 members 
Mstep: Class 55 contains 4697 members 
Mstep: Class 56 contains 6829 members 
Mstep: Class 57 contains 12337 members 
Mstep: Class 58 contains 11387 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 5869 members 
Mstep: Class 62 contains 8618 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765880.000000 Penalty: 256551.531250
Iteration 224Q: 75 clusters Score -1.337659e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42930 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52364 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175219 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15915 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6831 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35564 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24258 members 
Mstep: Class 17 contains 10025 members 
Mstep: Class 18 contains 49390 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 27152 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16904 members 
Mstep: Class 25 contains 21897 members 
Mstep: Class 26 contains 18821 members 
Mstep: Class 27 contains 9062 members 
Mstep: Class 28 contains 83393 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103835 members 
Mstep: Class 31 contains 8561 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8949 members 
Mstep: Class 34 contains 9434 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15733 members 
Mstep: Class 38 contains 3147 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6291 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24792 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4562 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5572 members 
Mstep: Class 49 contains 6435 members 
Mstep: Class 50 contains 190315 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26896 members 
Mstep: Class 55 contains 4703 members 
Mstep: Class 56 contains 6830 members 
Mstep: Class 57 contains 12363 members 
Mstep: Class 58 contains 11366 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6024 members 
Mstep: Class 62 contains 8620 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6570 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766000.000000 Penalty: 256551.531250
Iteration 225Q: 75 clusters Score -1.33766e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42899 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 52355 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175223 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15918 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6829 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35581 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 24260 members 
Mstep: Class 17 contains 10011 members 
Mstep: Class 18 contains 49375 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27154 members 
Mstep: Class 21 contains 10817 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16898 members 
Mstep: Class 25 contains 21921 members 
Mstep: Class 26 contains 18818 members 
Mstep: Class 27 contains 9067 members 
Mstep: Class 28 contains 83276 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103852 members 
Mstep: Class 31 contains 8548 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8949 members 
Mstep: Class 34 contains 9437 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15753 members 
Mstep: Class 38 contains 3151 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6295 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24793 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4549 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5572 members 
Mstep: Class 49 contains 6451 members 
Mstep: Class 50 contains 190443 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26729 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 6830 members 
Mstep: Class 57 contains 12394 members 
Mstep: Class 58 contains 11347 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6146 members 
Mstep: Class 62 contains 8620 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6570 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766248.000000 Penalty: 256551.531250
Iteration 226Q: 75 clusters Score -1.337662e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42873 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52347 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175224 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15918 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6828 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35594 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24256 members 
Mstep: Class 17 contains 10002 members 
Mstep: Class 18 contains 49349 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27157 members 
Mstep: Class 21 contains 10817 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16888 members 
Mstep: Class 25 contains 21950 members 
Mstep: Class 26 contains 18805 members 
Mstep: Class 27 contains 9073 members 
Mstep: Class 28 contains 83184 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103877 members 
Mstep: Class 31 contains 8532 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8948 members 
Mstep: Class 34 contains 9442 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15774 members 
Mstep: Class 38 contains 3152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6300 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24795 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4542 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5572 members 
Mstep: Class 49 contains 6463 members 
Mstep: Class 50 contains 190533 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26635 members 
Mstep: Class 55 contains 4721 members 
Mstep: Class 56 contains 6830 members 
Mstep: Class 57 contains 12408 members 
Mstep: Class 58 contains 11332 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6235 members 
Mstep: Class 62 contains 8620 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6574 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766304.000000 Penalty: 256551.531250
Iteration 227Q: 75 clusters Score -1.337663e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42822 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 52337 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175224 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15917 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6827 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35611 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 24260 members 
Mstep: Class 17 contains 9988 members 
Mstep: Class 18 contains 49333 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 27172 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16886 members 
Mstep: Class 25 contains 21966 members 
Mstep: Class 26 contains 18788 members 
Mstep: Class 27 contains 9083 members 
Mstep: Class 28 contains 83102 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103906 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8949 members 
Mstep: Class 34 contains 9444 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15800 members 
Mstep: Class 38 contains 3153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6303 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24802 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4535 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5573 members 
Mstep: Class 49 contains 6477 members 
Mstep: Class 50 contains 190615 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26568 members 
Mstep: Class 55 contains 4725 members 
Mstep: Class 56 contains 6827 members 
Mstep: Class 57 contains 12435 members 
Mstep: Class 58 contains 11312 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6283 members 
Mstep: Class 62 contains 8621 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6575 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766064.000000 Penalty: 256551.531250
Iteration 228Q: 75 clusters Score -1.337661e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42778 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52322 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175227 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15916 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35633 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24271 members 
Mstep: Class 17 contains 9979 members 
Mstep: Class 18 contains 49318 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27181 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16880 members 
Mstep: Class 25 contains 21989 members 
Mstep: Class 26 contains 18784 members 
Mstep: Class 27 contains 9092 members 
Mstep: Class 28 contains 83003 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 103937 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8950 members 
Mstep: Class 34 contains 9452 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15822 members 
Mstep: Class 38 contains 3154 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6308 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24806 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5312 members 
Mstep: Class 46 contains 4530 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5573 members 
Mstep: Class 49 contains 6493 members 
Mstep: Class 50 contains 190670 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26532 members 
Mstep: Class 55 contains 4725 members 
Mstep: Class 56 contains 6822 members 
Mstep: Class 57 contains 12460 members 
Mstep: Class 58 contains 11291 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6311 members 
Mstep: Class 62 contains 8622 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766024.000000 Penalty: 256551.531250
Iteration 229Q: 75 clusters Score -1.33766e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42747 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 52308 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175232 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35645 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 24271 members 
Mstep: Class 17 contains 9969 members 
Mstep: Class 18 contains 49313 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 27186 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16873 members 
Mstep: Class 25 contains 22011 members 
Mstep: Class 26 contains 18780 members 
Mstep: Class 27 contains 9103 members 
Mstep: Class 28 contains 82922 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103946 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8951 members 
Mstep: Class 34 contains 9455 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15837 members 
Mstep: Class 38 contains 3154 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6306 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24804 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 4527 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5573 members 
Mstep: Class 49 contains 6507 members 
Mstep: Class 50 contains 190716 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26524 members 
Mstep: Class 55 contains 4727 members 
Mstep: Class 56 contains 6818 members 
Mstep: Class 57 contains 12487 members 
Mstep: Class 58 contains 11267 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6344 members 
Mstep: Class 62 contains 8622 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765952.000000 Penalty: 256551.531250
Iteration 230Q: 75 clusters Score -1.33766e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42724 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 52299 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175234 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15909 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35662 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 16 contains 24278 members 
Mstep: Class 17 contains 9962 members 
Mstep: Class 18 contains 49301 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 27192 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16867 members 
Mstep: Class 25 contains 22022 members 
Mstep: Class 26 contains 18782 members 
Mstep: Class 27 contains 9112 members 
Mstep: Class 28 contains 82840 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103964 members 
Mstep: Class 31 contains 8499 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8951 members 
Mstep: Class 34 contains 9460 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15846 members 
Mstep: Class 38 contains 3154 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6307 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24805 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4529 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5573 members 
Mstep: Class 49 contains 6518 members 
Mstep: Class 50 contains 190744 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 4731 members 
Mstep: Class 56 contains 6818 members 
Mstep: Class 57 contains 12503 members 
Mstep: Class 58 contains 11250 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6366 members 
Mstep: Class 62 contains 8623 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766040.000000 Penalty: 256551.531250
Iteration 231Q: 75 clusters Score -1.33766e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42701 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52284 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175237 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15903 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35680 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 24285 members 
Mstep: Class 17 contains 9954 members 
Mstep: Class 18 contains 49292 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 27204 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16859 members 
Mstep: Class 25 contains 22040 members 
Mstep: Class 26 contains 18786 members 
Mstep: Class 27 contains 9121 members 
Mstep: Class 28 contains 82754 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 103990 members 
Mstep: Class 31 contains 8491 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8951 members 
Mstep: Class 34 contains 9465 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15858 members 
Mstep: Class 38 contains 3154 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6304 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24802 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4531 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5573 members 
Mstep: Class 49 contains 6532 members 
Mstep: Class 50 contains 190767 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26530 members 
Mstep: Class 55 contains 4738 members 
Mstep: Class 56 contains 6814 members 
Mstep: Class 57 contains 12520 members 
Mstep: Class 58 contains 11234 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6382 members 
Mstep: Class 62 contains 8623 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765888.000000 Penalty: 256551.531250
Iteration 232Q: 75 clusters Score -1.337659e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42686 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 52273 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175240 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15902 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35697 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 24295 members 
Mstep: Class 17 contains 9946 members 
Mstep: Class 18 contains 49275 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 27220 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16849 members 
Mstep: Class 25 contains 22066 members 
Mstep: Class 26 contains 18786 members 
Mstep: Class 27 contains 9126 members 
Mstep: Class 28 contains 82683 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104002 members 
Mstep: Class 31 contains 8484 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8951 members 
Mstep: Class 34 contains 9467 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15872 members 
Mstep: Class 38 contains 3154 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6305 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24804 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4529 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5573 members 
Mstep: Class 49 contains 6539 members 
Mstep: Class 50 contains 190783 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26539 members 
Mstep: Class 55 contains 4739 members 
Mstep: Class 56 contains 6811 members 
Mstep: Class 57 contains 12531 members 
Mstep: Class 58 contains 11221 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6396 members 
Mstep: Class 62 contains 8623 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765984.000000 Penalty: 256551.531250
Iteration 233Q: 75 clusters Score -1.33766e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42672 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 52263 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175249 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15901 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35711 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 24301 members 
Mstep: Class 17 contains 9942 members 
Mstep: Class 18 contains 49257 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 27222 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16841 members 
Mstep: Class 25 contains 22087 members 
Mstep: Class 26 contains 18784 members 
Mstep: Class 27 contains 9129 members 
Mstep: Class 28 contains 82616 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104018 members 
Mstep: Class 31 contains 8482 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8951 members 
Mstep: Class 34 contains 9471 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15884 members 
Mstep: Class 38 contains 3154 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6307 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24807 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 4524 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5574 members 
Mstep: Class 49 contains 6549 members 
Mstep: Class 50 contains 190789 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26553 members 
Mstep: Class 55 contains 4742 members 
Mstep: Class 56 contains 6808 members 
Mstep: Class 57 contains 12539 members 
Mstep: Class 58 contains 11212 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6407 members 
Mstep: Class 62 contains 8623 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765976.000000 Penalty: 256551.531250
Iteration 234Q: 75 clusters Score -1.33766e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42654 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 52252 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175253 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15900 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35727 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24303 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 49247 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27225 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16835 members 
Mstep: Class 25 contains 22110 members 
Mstep: Class 26 contains 18776 members 
Mstep: Class 27 contains 9129 members 
Mstep: Class 28 contains 82571 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104034 members 
Mstep: Class 31 contains 8481 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8949 members 
Mstep: Class 34 contains 9473 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15884 members 
Mstep: Class 38 contains 3154 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6308 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24804 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 4522 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6560 members 
Mstep: Class 50 contains 190799 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26566 members 
Mstep: Class 55 contains 4742 members 
Mstep: Class 56 contains 6806 members 
Mstep: Class 57 contains 12548 members 
Mstep: Class 58 contains 11209 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6414 members 
Mstep: Class 62 contains 8623 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766048.000000 Penalty: 256551.531250
Iteration 235Q: 75 clusters Score -1.33766e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42636 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 52245 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175256 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15897 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35738 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24305 members 
Mstep: Class 17 contains 9926 members 
Mstep: Class 18 contains 49247 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27221 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16835 members 
Mstep: Class 25 contains 22133 members 
Mstep: Class 26 contains 18770 members 
Mstep: Class 27 contains 9136 members 
Mstep: Class 28 contains 82528 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104041 members 
Mstep: Class 31 contains 8480 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8948 members 
Mstep: Class 34 contains 9477 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15891 members 
Mstep: Class 38 contains 3154 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6306 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24805 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4519 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6566 members 
Mstep: Class 50 contains 190805 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26578 members 
Mstep: Class 55 contains 4743 members 
Mstep: Class 56 contains 6802 members 
Mstep: Class 57 contains 12553 members 
Mstep: Class 58 contains 11201 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6425 members 
Mstep: Class 62 contains 8624 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6577 members 
Mstep: Class 65 contains 3323 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765888.000000 Penalty: 256551.531250
Iteration 236Q: 75 clusters Score -1.337659e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42618 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 52240 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175260 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35745 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24312 members 
Mstep: Class 17 contains 9918 members 
Mstep: Class 18 contains 49244 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27221 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16834 members 
Mstep: Class 25 contains 22148 members 
Mstep: Class 26 contains 18763 members 
Mstep: Class 27 contains 9143 members 
Mstep: Class 28 contains 82487 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104054 members 
Mstep: Class 31 contains 8480 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 8948 members 
Mstep: Class 34 contains 9480 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15901 members 
Mstep: Class 38 contains 3154 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 6308 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24808 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4513 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6567 members 
Mstep: Class 50 contains 190799 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26598 members 
Mstep: Class 55 contains 4745 members 
Mstep: Class 56 contains 6797 members 
Mstep: Class 57 contains 12563 members 
Mstep: Class 58 contains 11196 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6427 members 
Mstep: Class 62 contains 8625 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765968.000000 Penalty: 256551.531250
Iteration 237Q: 75 clusters Score -1.33766e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42602 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 52233 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175262 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15895 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35757 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24320 members 
Mstep: Class 17 contains 9904 members 
Mstep: Class 18 contains 49243 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27226 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16829 members 
Mstep: Class 25 contains 22152 members 
Mstep: Class 26 contains 18761 members 
Mstep: Class 27 contains 9148 members 
Mstep: Class 28 contains 82448 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104067 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8948 members 
Mstep: Class 34 contains 9484 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15901 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6309 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24814 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4509 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6570 members 
Mstep: Class 50 contains 190799 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26614 members 
Mstep: Class 55 contains 4749 members 
Mstep: Class 56 contains 6796 members 
Mstep: Class 57 contains 12571 members 
Mstep: Class 58 contains 11183 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6434 members 
Mstep: Class 62 contains 8625 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3322 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766072.000000 Penalty: 256551.531250
Iteration 238Q: 75 clusters Score -1.337661e+08 nChanged 233
Entering ConstructFrom: 
Score: -133766072.000000 Penalty: 256551.531250
Entering ConstructFrom: 
Trying to split cluster 1 (23077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Entering Unmasked Estep 
Score: -2722666.500000 Penalty: 2491.554688
	Iteration 0F: 2 clusters Score -2722666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2706630.000000 Penalty: 4983.109375
	Iteration 0F: 3 clusters Score -2706630 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2712278.000000 Penalty: 4983.109375
	Iteration 1F: 3 clusters Score -2712278 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2712816.500000 Penalty: 4983.109375
	Iteration 2F: 3 clusters Score -2712816 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2713312.250000 Penalty: 4983.109375
	Iteration 3Q: 3 clusters Score -2713312 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2713835.500000 Penalty: 4983.109375
	Iteration 4Q: 3 clusters Score -2713836 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2714307.250000 Penalty: 4983.109375
	Iteration 5Q: 3 clusters Score -2714307 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2714797.250000 Penalty: 4983.109375
	Iteration 6Q: 3 clusters Score -2714797 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2715266.500000 Penalty: 4983.109375
	Iteration 7Q: 3 clusters Score -2715266 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2715719.500000 Penalty: 4983.109375
	Iteration 8Q: 3 clusters Score -2715720 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2716231.750000 Penalty: 4983.109375
	Iteration 9Q: 3 clusters Score -2716232 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2716794.750000 Penalty: 4983.109375
	Iteration 10Q: 3 clusters Score -2716795 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2717367.750000 Penalty: 4983.109375
	Iteration 11Q: 3 clusters Score -2717368 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2717967.500000 Penalty: 4983.109375
	Iteration 12Q: 3 clusters Score -2717968 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2718590.500000 Penalty: 4983.109375
	Iteration 13Q: 3 clusters Score -2718590 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2719266.750000 Penalty: 4983.109375
	Iteration 14Q: 3 clusters Score -2719267 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2719947.000000 Penalty: 4983.109375
	Iteration 15Q: 3 clusters Score -2719947 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2720465.750000 Penalty: 4983.109375
	Iteration 16Q: 3 clusters Score -2720466 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2720801.750000 Penalty: 4983.109375
	Iteration 17Q: 3 clusters Score -2720802 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2721051.750000 Penalty: 4983.109375
	Iteration 18Q: 3 clusters Score -2721052 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2721198.000000 Penalty: 4983.109375
	Iteration 19Q: 3 clusters Score -2721198 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2721286.000000 Penalty: 4983.109375
	Iteration 20F: 3 clusters Score -2721286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2721341.250000 Penalty: 4983.109375
	Iteration 21Q: 3 clusters Score -2721341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2721374.000000 Penalty: 4983.109375
	Iteration 22Q: 3 clusters Score -2721374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2721395.000000 Penalty: 4983.109375
	Iteration 23Q: 3 clusters Score -2721395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2721406.500000 Penalty: 4983.109375
	Iteration 24Q: 3 clusters Score -2721406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2721417.500000 Penalty: 4983.109375
	Iteration 25Q: 3 clusters Score -2721418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2721426.000000 Penalty: 4983.109375
	Iteration 26Q: 3 clusters Score -2721426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2721432.000000 Penalty: 4983.109375
	Iteration 27Q: 3 clusters Score -2721432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2721429.750000 Penalty: 4983.109375
	Iteration 28Q: 3 clusters Score -2721430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2721429.750000 Penalty: 4983.109375
	Iteration 29F: 3 clusters Score -2721430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -153924.734375 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -153924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -151965.546875 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -151965.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153008.937500 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -153008.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -153945.218750 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -153945.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -154755.468750 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -154755.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -155078.968750 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -155079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -155291.718750 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -155291.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -155475.750000 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -155475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -155615.765625 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -155615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -155636.281250 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -155636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155640.359375 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -155640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155645.906250 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -155645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155645.906250 Penalty: 3480.238281
	Iteration 11F: 3 clusters Score -155645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42585 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52228 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175262 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35764 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24329 members 
Mstep: Class 17 contains 9896 members 
Mstep: Class 18 contains 49242 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27222 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22158 members 
Mstep: Class 26 contains 18757 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 82397 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104073 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8947 members 
Mstep: Class 34 contains 9485 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15911 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6311 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4507 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6570 members 
Mstep: Class 50 contains 190805 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26641 members 
Mstep: Class 55 contains 4752 members 
Mstep: Class 56 contains 6798 members 
Mstep: Class 57 contains 12576 members 
Mstep: Class 58 contains 11175 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6441 members 
Mstep: Class 62 contains 8625 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3323 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 685 members 
Entering Unmasked Estep 
Score: -133765808.000000 Penalty: 260018.453125
Splitting cluster 2 changes total score from -133766072.000000 to -133765808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -65745.531250 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -65745.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64267.320312 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -64267.32 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64541.246094 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -64541.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64671.753906 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -64671.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64808.574219 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -64808.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64885.074219 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -64885.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64910.835938 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -64910.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64950.070312 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -64950.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65026.019531 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -65026.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65066.789062 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -65066.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65135.800781 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -65135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65164.671875 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -65164.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65180.941406 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -65180.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65197.664062 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -65197.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65224.484375 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -65224.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65230.773438 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -65230.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65236.628906 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -65236.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65236.628906 Penalty: 3063.229980
	Iteration 16F: 3 clusters Score -65236.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Entering Unmasked Estep 
Score: -4991661.000000 Penalty: 2643.495605
	Iteration 0F: 2 clusters Score -4991661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4962801.500000 Penalty: 5286.991211
	Iteration 0F: 3 clusters Score -4962802 nChanged 19573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4973564.500000 Penalty: 5286.991211
	Iteration 1F: 3 clusters Score -4973564 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -4974257.500000 Penalty: 5286.991211
	Iteration 2Q: 3 clusters Score -4974258 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4975020.500000 Penalty: 5286.991211
	Iteration 3Q: 3 clusters Score -4975020 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4975870.000000 Penalty: 5286.991211
	Iteration 4Q: 3 clusters Score -4975870 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4976845.000000 Penalty: 5286.991211
	Iteration 5Q: 3 clusters Score -4976845 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -4978001.000000 Penalty: 5286.991211
	Iteration 6Q: 3 clusters Score -4978001 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -4979290.500000 Penalty: 5286.991211
	Iteration 7F: 3 clusters Score -4979290 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -4980673.000000 Penalty: 5286.991211
	Iteration 8F: 3 clusters Score -4980673 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -4981986.500000 Penalty: 5286.991211
	Iteration 9F: 3 clusters Score -4981986 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -4983173.000000 Penalty: 5286.991211
	Iteration 10Q: 3 clusters Score -4983173 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -4984235.500000 Penalty: 5286.991211
	Iteration 11Q: 3 clusters Score -4984236 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -4985125.000000 Penalty: 5286.991211
	Iteration 12Q: 3 clusters Score -4985125 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -4985938.500000 Penalty: 5286.991211
	Iteration 13Q: 3 clusters Score -4985938 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -4986628.500000 Penalty: 5286.991211
	Iteration 14Q: 3 clusters Score -4986628 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -4987391.500000 Penalty: 5286.991211
	Iteration 15Q: 3 clusters Score -4987392 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -4988034.500000 Penalty: 5286.991211
	Iteration 16Q: 3 clusters Score -4988034 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4988578.500000 Penalty: 5286.991211
	Iteration 17Q: 3 clusters Score -4988578 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -4989004.000000 Penalty: 5286.991211
	Iteration 18Q: 3 clusters Score -4989004 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4989273.500000 Penalty: 5286.991211
	Iteration 19Q: 3 clusters Score -4989274 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4989533.000000 Penalty: 5286.991211
	Iteration 20F: 3 clusters Score -4989533 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -4989717.500000 Penalty: 5286.991211
	Iteration 21Q: 3 clusters Score -4989718 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4989855.000000 Penalty: 5286.991211
	Iteration 22Q: 3 clusters Score -4989855 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4989953.000000 Penalty: 5286.991211
	Iteration 23Q: 3 clusters Score -4989953 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4990019.000000 Penalty: 5286.991211
	Iteration 24Q: 3 clusters Score -4990019 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4990061.000000 Penalty: 5286.991211
	Iteration 25Q: 3 clusters Score -4990061 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4990090.500000 Penalty: 5286.991211
	Iteration 26Q: 3 clusters Score -4990090 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4990101.500000 Penalty: 5286.991211
	Iteration 27Q: 3 clusters Score -4990102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4990124.500000 Penalty: 5286.991211
	Iteration 28Q: 3 clusters Score -4990124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4990122.500000 Penalty: 5286.991211
	Iteration 29Q: 3 clusters Score -4990122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4990134.000000 Penalty: 5286.991211
	Iteration 30Q: 3 clusters Score -4990134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4990137.500000 Penalty: 5286.991211
	Iteration 31Q: 3 clusters Score -4990138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4990150.500000 Penalty: 5286.991211
	Iteration 32Q: 3 clusters Score -4990150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4990148.000000 Penalty: 5286.991211
	Iteration 33Q: 3 clusters Score -4990148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4990156.000000 Penalty: 5286.991211
	Iteration 34Q: 3 clusters Score -4990156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4990161.000000 Penalty: 5286.991211
	Iteration 35Q: 3 clusters Score -4990161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4990164.500000 Penalty: 5286.991211
	Iteration 36Q: 3 clusters Score -4990164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4990165.500000 Penalty: 5286.991211
	Iteration 37Q: 3 clusters Score -4990166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4990165.000000 Penalty: 5286.991211
	Iteration 38Q: 3 clusters Score -4990165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4990165.500000 Penalty: 5286.991211
	Iteration 39Q: 3 clusters Score -4990166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4990163.000000 Penalty: 5286.991211
	Iteration 40F: 3 clusters Score -4990163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4990161.500000 Penalty: 5286.991211
	Iteration 41Q: 3 clusters Score -4990162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4990166.000000 Penalty: 5286.991211
	Iteration 42Q: 3 clusters Score -4990166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4990167.500000 Penalty: 5286.991211
	Iteration 43Q: 3 clusters Score -4990168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4990167.500000 Penalty: 5286.991211
	Iteration 44Q: 3 clusters Score -4990168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4990159.000000 Penalty: 5286.991211
	Iteration 45Q: 3 clusters Score -4990159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4990159.000000 Penalty: 5286.991211
	Iteration 46F: 3 clusters Score -4990159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Entering Unmasked Estep 
Score: -439440.531250 Penalty: 2037.052979
	Iteration 0F: 2 clusters Score -439440.5 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 1853 members 
Entering Unmasked Estep 
Score: -435739.437500 Penalty: 4074.105957
	Iteration 0F: 3 clusters Score -435739.4 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -436571.500000 Penalty: 4074.105957
	Iteration 1F: 3 clusters Score -436571.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -436768.750000 Penalty: 4074.105957
	Iteration 2F: 3 clusters Score -436768.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -436878.000000 Penalty: 4074.105957
	Iteration 3Q: 3 clusters Score -436878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -436956.156250 Penalty: 4074.105957
	Iteration 4Q: 3 clusters Score -436956.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -437011.343750 Penalty: 4074.105957
	Iteration 5Q: 3 clusters Score -437011.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -437053.093750 Penalty: 4074.105957
	Iteration 6Q: 3 clusters Score -437053.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -437086.031250 Penalty: 4074.105957
	Iteration 7Q: 3 clusters Score -437086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -437116.375000 Penalty: 4074.105957
	Iteration 8Q: 3 clusters Score -437116.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -437153.062500 Penalty: 4074.105957
	Iteration 9Q: 3 clusters Score -437153.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -437177.312500 Penalty: 4074.105957
	Iteration 10Q: 3 clusters Score -437177.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -437195.250000 Penalty: 4074.105957
	Iteration 11Q: 3 clusters Score -437195.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -437209.281250 Penalty: 4074.105957
	Iteration 12Q: 3 clusters Score -437209.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -437228.937500 Penalty: 4074.105957
	Iteration 13Q: 3 clusters Score -437228.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -437246.093750 Penalty: 4074.105957
	Iteration 14Q: 3 clusters Score -437246.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -437271.031250 Penalty: 4074.105957
	Iteration 15Q: 3 clusters Score -437271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -437294.375000 Penalty: 4074.105957
	Iteration 16Q: 3 clusters Score -437294.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -437318.218750 Penalty: 4074.105957
	Iteration 17Q: 3 clusters Score -437318.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -437332.906250 Penalty: 4074.105957
	Iteration 18Q: 3 clusters Score -437332.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -437348.968750 Penalty: 4074.105957
	Iteration 19Q: 3 clusters Score -437349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -437360.906250 Penalty: 4074.105957
	Iteration 20F: 3 clusters Score -437360.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -437374.593750 Penalty: 4074.105957
	Iteration 21Q: 3 clusters Score -437374.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -437387.343750 Penalty: 4074.105957
	Iteration 22Q: 3 clusters Score -437387.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -437400.156250 Penalty: 4074.105957
	Iteration 23Q: 3 clusters Score -437400.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -437416.250000 Penalty: 4074.105957
	Iteration 24Q: 3 clusters Score -437416.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -437432.593750 Penalty: 4074.105957
	Iteration 25Q: 3 clusters Score -437432.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -437443.500000 Penalty: 4074.105957
	Iteration 26Q: 3 clusters Score -437443.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -437452.937500 Penalty: 4074.105957
	Iteration 27Q: 3 clusters Score -437452.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -437458.000000 Penalty: 4074.105957
	Iteration 28Q: 3 clusters Score -437458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -437464.500000 Penalty: 4074.105957
	Iteration 29Q: 3 clusters Score -437464.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -437470.093750 Penalty: 4074.105957
	Iteration 30Q: 3 clusters Score -437470.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -437477.875000 Penalty: 4074.105957
	Iteration 31Q: 3 clusters Score -437477.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -437483.593750 Penalty: 4074.105957
	Iteration 32Q: 3 clusters Score -437483.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -437486.750000 Penalty: 4074.105957
	Iteration 33Q: 3 clusters Score -437486.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -437492.906250 Penalty: 4074.105957
	Iteration 34Q: 3 clusters Score -437492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -437498.531250 Penalty: 4074.105957
	Iteration 35Q: 3 clusters Score -437498.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -437505.250000 Penalty: 4074.105957
	Iteration 36Q: 3 clusters Score -437505.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -437510.593750 Penalty: 4074.105957
	Iteration 37Q: 3 clusters Score -437510.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -437514.843750 Penalty: 4074.105957
	Iteration 38Q: 3 clusters Score -437514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -437520.843750 Penalty: 4074.105957
	Iteration 39Q: 3 clusters Score -437520.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -437528.937500 Penalty: 4074.105957
	Iteration 40F: 3 clusters Score -437528.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -437536.062500 Penalty: 4074.105957
	Iteration 41Q: 3 clusters Score -437536.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -437545.156250 Penalty: 4074.105957
	Iteration 42Q: 3 clusters Score -437545.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -437550.937500 Penalty: 4074.105957
	Iteration 43Q: 3 clusters Score -437550.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -437554.031250 Penalty: 4074.105957
	Iteration 44Q: 3 clusters Score -437554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -437555.718750 Penalty: 4074.105957
	Iteration 45Q: 3 clusters Score -437555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -437558.125000 Penalty: 4074.105957
	Iteration 46Q: 3 clusters Score -437558.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -437561.343750 Penalty: 4074.105957
	Iteration 47Q: 3 clusters Score -437561.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -437566.281250 Penalty: 4074.105957
	Iteration 48Q: 3 clusters Score -437566.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -437571.625000 Penalty: 4074.105957
	Iteration 49Q: 3 clusters Score -437571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -437573.625000 Penalty: 4074.105957
	Iteration 50Q: 3 clusters Score -437573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -437576.125000 Penalty: 4074.105957
	Iteration 51Q: 3 clusters Score -437576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -437578.343750 Penalty: 4074.105957
	Iteration 52Q: 3 clusters Score -437578.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -437580.468750 Penalty: 4074.105957
	Iteration 53Q: 3 clusters Score -437580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -437581.343750 Penalty: 4074.105957
	Iteration 54Q: 3 clusters Score -437581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -437582.156250 Penalty: 4074.105957
	Iteration 55Q: 3 clusters Score -437582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -437582.156250 Penalty: 4074.105957
	Iteration 56F: 3 clusters Score -437582.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Entering Unmasked Estep 
Score: -6330929.500000 Penalty: 2694.116699
	Iteration 0F: 2 clusters Score -6330930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6295837.500000 Penalty: 5388.233398
	Iteration 0F: 3 clusters Score -6295838 nChanged 24004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -6309337.000000 Penalty: 5388.233398
	Iteration 1F: 3 clusters Score -6309337 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -6310258.000000 Penalty: 5388.233398
	Iteration 2Q: 3 clusters Score -6310258 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -6311609.500000 Penalty: 5388.233398
	Iteration 3Q: 3 clusters Score -6311610 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -6313993.000000 Penalty: 5388.233398
	Iteration 4F: 3 clusters Score -6313993 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -6317357.500000 Penalty: 5388.233398
	Iteration 5F: 3 clusters Score -6317358 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -6321218.000000 Penalty: 5388.233398
	Iteration 6F: 3 clusters Score -6321218 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -6324439.500000 Penalty: 5388.233398
	Iteration 7F: 3 clusters Score -6324440 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -6326715.000000 Penalty: 5388.233398
	Iteration 8Q: 3 clusters Score -6326715 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -6328001.500000 Penalty: 5388.233398
	Iteration 9Q: 3 clusters Score -6328002 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6328642.000000 Penalty: 5388.233398
	Iteration 10Q: 3 clusters Score -6328642 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6328923.000000 Penalty: 5388.233398
	Iteration 11Q: 3 clusters Score -6328923 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6329057.000000 Penalty: 5388.233398
	Iteration 12Q: 3 clusters Score -6329057 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6329117.500000 Penalty: 5388.233398
	Iteration 13Q: 3 clusters Score -6329118 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6329162.000000 Penalty: 5388.233398
	Iteration 14Q: 3 clusters Score -6329162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6329200.500000 Penalty: 5388.233398
	Iteration 15Q: 3 clusters Score -6329200 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6329207.500000 Penalty: 5388.233398
	Iteration 16Q: 3 clusters Score -6329208 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6329208.000000 Penalty: 5388.233398
	Iteration 17Q: 3 clusters Score -6329208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6329228.000000 Penalty: 5388.233398
	Iteration 18Q: 3 clusters Score -6329228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6329228.500000 Penalty: 5388.233398
	Iteration 19Q: 3 clusters Score -6329228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -6329243.000000 Penalty: 5388.233398
	Iteration 20F: 3 clusters Score -6329243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6329259.000000 Penalty: 5388.233398
	Iteration 21Q: 3 clusters Score -6329259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6329253.500000 Penalty: 5388.233398
	Iteration 22Q: 3 clusters Score -6329254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6329258.500000 Penalty: 5388.233398
	Iteration 23Q: 3 clusters Score -6329258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -6329271.500000 Penalty: 5388.233398
	Iteration 24Q: 3 clusters Score -6329272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -6329261.500000 Penalty: 5388.233398
	Iteration 25Q: 3 clusters Score -6329262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6329259.000000 Penalty: 5388.233398
	Iteration 26Q: 3 clusters Score -6329259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6329279.500000 Penalty: 5388.233398
	Iteration 27Q: 3 clusters Score -6329280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -6329277.500000 Penalty: 5388.233398
	Iteration 28Q: 3 clusters Score -6329278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6329272.000000 Penalty: 5388.233398
	Iteration 29Q: 3 clusters Score -6329272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -6329272.000000 Penalty: 5388.233398
	Iteration 30Q: 3 clusters Score -6329272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6329260.500000 Penalty: 5388.233398
	Iteration 31Q: 3 clusters Score -6329260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6329260.000000 Penalty: 5388.233398
	Iteration 32Q: 3 clusters Score -6329260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6329260.000000 Penalty: 5388.233398
	Iteration 33Q: 3 clusters Score -6329260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -6329262.000000 Penalty: 5388.233398
	Iteration 34Q: 3 clusters Score -6329262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6329264.500000 Penalty: 5388.233398
	Iteration 35Q: 3 clusters Score -6329264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6329259.000000 Penalty: 5388.233398
	Iteration 36Q: 3 clusters Score -6329259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -6329264.000000 Penalty: 5388.233398
	Iteration 37Q: 3 clusters Score -6329264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6329270.500000 Penalty: 5388.233398
	Iteration 38Q: 3 clusters Score -6329270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6329267.500000 Penalty: 5388.233398
	Iteration 39Q: 3 clusters Score -6329268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -6329268.000000 Penalty: 5388.233398
	Iteration 40F: 3 clusters Score -6329268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6329276.000000 Penalty: 5388.233398
	Iteration 41Q: 3 clusters Score -6329276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6329265.500000 Penalty: 5388.233398
	Iteration 42Q: 3 clusters Score -6329266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -6329271.500000 Penalty: 5388.233398
	Iteration 43Q: 3 clusters Score -6329272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6329278.500000 Penalty: 5388.233398
	Iteration 44Q: 3 clusters Score -6329278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6329281.000000 Penalty: 5388.233398
	Iteration 45Q: 3 clusters Score -6329281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6329283.000000 Penalty: 5388.233398
	Iteration 46Q: 3 clusters Score -6329283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6329284.000000 Penalty: 5388.233398
	Iteration 47Q: 3 clusters Score -6329284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -6329280.000000 Penalty: 5388.233398
	Iteration 48Q: 3 clusters Score -6329280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -6329280.000000 Penalty: 5388.233398
	Iteration 49Q: 3 clusters Score -6329280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -6329275.500000 Penalty: 5388.233398
	Iteration 50Q: 3 clusters Score -6329276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6329276.500000 Penalty: 5388.233398
	Iteration 51Q: 3 clusters Score -6329276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -6329278.500000 Penalty: 5388.233398
	Iteration 52Q: 3 clusters Score -6329278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -6329278.500000 Penalty: 5388.233398
	Iteration 53F: 3 clusters Score -6329278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Entering Unmasked Estep 
Score: -911569.937500 Penalty: 2227.145020
	Iteration 0F: 2 clusters Score -911569.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -905203.937500 Penalty: 4454.290039
	Iteration 0F: 3 clusters Score -905203.9 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -907070.625000 Penalty: 4454.290039
	Iteration 1F: 3 clusters Score -907070.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -907643.375000 Penalty: 4454.290039
	Iteration 2F: 3 clusters Score -907643.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -908207.312500 Penalty: 4454.290039
	Iteration 3F: 3 clusters Score -908207.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -908764.062500 Penalty: 4454.290039
	Iteration 4F: 3 clusters Score -908764.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -909229.125000 Penalty: 4454.290039
	Iteration 5F: 3 clusters Score -909229.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -909582.312500 Penalty: 4454.290039
	Iteration 6F: 3 clusters Score -909582.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -909808.000000 Penalty: 4454.290039
	Iteration 7Q: 3 clusters Score -909808 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -909949.625000 Penalty: 4454.290039
	Iteration 8Q: 3 clusters Score -909949.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -910035.312500 Penalty: 4454.290039
	Iteration 9Q: 3 clusters Score -910035.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -910087.000000 Penalty: 4454.290039
	Iteration 10Q: 3 clusters Score -910087 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -910124.937500 Penalty: 4454.290039
	Iteration 11Q: 3 clusters Score -910124.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -910161.125000 Penalty: 4454.290039
	Iteration 12Q: 3 clusters Score -910161.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -910196.562500 Penalty: 4454.290039
	Iteration 13Q: 3 clusters Score -910196.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -910247.750000 Penalty: 4454.290039
	Iteration 14Q: 3 clusters Score -910247.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -910295.687500 Penalty: 4454.290039
	Iteration 15Q: 3 clusters Score -910295.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -910353.312500 Penalty: 4454.290039
	Iteration 16Q: 3 clusters Score -910353.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -910431.625000 Penalty: 4454.290039
	Iteration 17Q: 3 clusters Score -910431.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -910506.500000 Penalty: 4454.290039
	Iteration 18Q: 3 clusters Score -910506.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -910579.750000 Penalty: 4454.290039
	Iteration 19Q: 3 clusters Score -910579.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -910647.250000 Penalty: 4454.290039
	Iteration 20F: 3 clusters Score -910647.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -910753.187500 Penalty: 4454.290039
	Iteration 21Q: 3 clusters Score -910753.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -910836.937500 Penalty: 4454.290039
	Iteration 22Q: 3 clusters Score -910836.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -910918.687500 Penalty: 4454.290039
	Iteration 23Q: 3 clusters Score -910918.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -910975.375000 Penalty: 4454.290039
	Iteration 24Q: 3 clusters Score -910975.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -911012.500000 Penalty: 4454.290039
	Iteration 25Q: 3 clusters Score -911012.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -911038.937500 Penalty: 4454.290039
	Iteration 26Q: 3 clusters Score -911038.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -911058.625000 Penalty: 4454.290039
	Iteration 27Q: 3 clusters Score -911058.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -911073.187500 Penalty: 4454.290039
	Iteration 28Q: 3 clusters Score -911073.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -911084.437500 Penalty: 4454.290039
	Iteration 29Q: 3 clusters Score -911084.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -911093.562500 Penalty: 4454.290039
	Iteration 30Q: 3 clusters Score -911093.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -911099.062500 Penalty: 4454.290039
	Iteration 31Q: 3 clusters Score -911099.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -911107.125000 Penalty: 4454.290039
	Iteration 32Q: 3 clusters Score -911107.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -911112.187500 Penalty: 4454.290039
	Iteration 33Q: 3 clusters Score -911112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -911113.437500 Penalty: 4454.290039
	Iteration 34Q: 3 clusters Score -911113.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -911118.937500 Penalty: 4454.290039
	Iteration 35Q: 3 clusters Score -911118.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -911121.437500 Penalty: 4454.290039
	Iteration 36Q: 3 clusters Score -911121.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -911123.750000 Penalty: 4454.290039
	Iteration 37Q: 3 clusters Score -911123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -911128.250000 Penalty: 4454.290039
	Iteration 38Q: 3 clusters Score -911128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -911127.625000 Penalty: 4454.290039
	Iteration 39Q: 3 clusters Score -911127.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -911129.312500 Penalty: 4454.290039
	Iteration 40F: 3 clusters Score -911129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -911131.750000 Penalty: 4454.290039
	Iteration 41Q: 3 clusters Score -911131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -911132.625000 Penalty: 4454.290039
	Iteration 42Q: 3 clusters Score -911132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -911133.687500 Penalty: 4454.290039
	Iteration 43Q: 3 clusters Score -911133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -911133.375000 Penalty: 4454.290039
	Iteration 44Q: 3 clusters Score -911133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -911133.375000 Penalty: 4454.290039
	Iteration 45Q: 3 clusters Score -911133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -911134.250000 Penalty: 4454.290039
	Iteration 46Q: 3 clusters Score -911134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -911135.312500 Penalty: 4454.290039
	Iteration 47Q: 3 clusters Score -911135.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -911135.312500 Penalty: 4454.290039
	Iteration 48F: 3 clusters Score -911135.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175262 members 
Entering Unmasked Estep 
Score: -20665998.000000 Penalty: 2994.361328
	Iteration 0F: 2 clusters Score -2.0666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -20549590.000000 Penalty: 5988.722656
	Iteration 0F: 3 clusters Score -2.054959e+07 nChanged 84163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -20598940.000000 Penalty: 5988.722656
	Iteration 1F: 3 clusters Score -2.059894e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -20600070.000000 Penalty: 5988.722656
	Iteration 2Q: 3 clusters Score -2.060007e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87899 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -20601844.000000 Penalty: 5988.722656
	Iteration 3Q: 3 clusters Score -2.060184e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -20604596.000000 Penalty: 5988.722656
	Iteration 4Q: 3 clusters Score -2.06046e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86392 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -20608636.000000 Penalty: 5988.722656
	Iteration 5Q: 3 clusters Score -2.060864e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -20613788.000000 Penalty: 5988.722656
	Iteration 6F: 3 clusters Score -2.061379e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 92850 members 
Entering Unmasked Estep 
Score: -20620412.000000 Penalty: 5988.722656
	Iteration 7F: 3 clusters Score -2.062041e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80256 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -20626070.000000 Penalty: 5988.722656
	Iteration 8F: 3 clusters Score -2.062607e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 96731 members 
Entering Unmasked Estep 
Score: -20630092.000000 Penalty: 5988.722656
	Iteration 9F: 3 clusters Score -2.063009e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -20632680.000000 Penalty: 5988.722656
	Iteration 10Q: 3 clusters Score -2.063268e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -20634608.000000 Penalty: 5988.722656
	Iteration 11Q: 3 clusters Score -2.063461e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -20636540.000000 Penalty: 5988.722656
	Iteration 12Q: 3 clusters Score -2.063654e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 100550 members 
Entering Unmasked Estep 
Score: -20638864.000000 Penalty: 5988.722656
	Iteration 13Q: 3 clusters Score -2.063886e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -20641454.000000 Penalty: 5988.722656
	Iteration 14Q: 3 clusters Score -2.064145e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 102014 members 
Entering Unmasked Estep 
Score: -20643434.000000 Penalty: 5988.722656
	Iteration 15Q: 3 clusters Score -2.064343e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 102734 members 
Entering Unmasked Estep 
Score: -20644500.000000 Penalty: 5988.722656
	Iteration 16Q: 3 clusters Score -2.06445e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 103436 members 
Entering Unmasked Estep 
Score: -20645080.000000 Penalty: 5988.722656
	Iteration 17Q: 3 clusters Score -2.064508e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -20645386.000000 Penalty: 5988.722656
	Iteration 18Q: 3 clusters Score -2.064539e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70536 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -20645692.000000 Penalty: 5988.722656
	Iteration 19Q: 3 clusters Score -2.064569e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 105313 members 
Entering Unmasked Estep 
Score: -20645952.000000 Penalty: 5988.722656
	Iteration 20F: 3 clusters Score -2.064595e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 105861 members 
Entering Unmasked Estep 
Score: -20646112.000000 Penalty: 5988.722656
	Iteration 21Q: 3 clusters Score -2.064611e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -20646224.000000 Penalty: 5988.722656
	Iteration 22Q: 3 clusters Score -2.064622e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -20646500.000000 Penalty: 5988.722656
	Iteration 23Q: 3 clusters Score -2.06465e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -20646738.000000 Penalty: 5988.722656
	Iteration 24Q: 3 clusters Score -2.064674e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 107170 members 
Entering Unmasked Estep 
Score: -20646896.000000 Penalty: 5988.722656
	Iteration 25Q: 3 clusters Score -2.06469e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 107332 members 
Entering Unmasked Estep 
Score: -20646996.000000 Penalty: 5988.722656
	Iteration 26Q: 3 clusters Score -2.0647e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -20647094.000000 Penalty: 5988.722656
	Iteration 27Q: 3 clusters Score -2.064709e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -20647340.000000 Penalty: 5988.722656
	Iteration 28Q: 3 clusters Score -2.064734e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -20647514.000000 Penalty: 5988.722656
	Iteration 29Q: 3 clusters Score -2.064751e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 107424 members 
Entering Unmasked Estep 
Score: -20647702.000000 Penalty: 5988.722656
	Iteration 30Q: 3 clusters Score -2.06477e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -20647838.000000 Penalty: 5988.722656
	Iteration 31Q: 3 clusters Score -2.064784e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 107200 members 
Entering Unmasked Estep 
Score: -20648050.000000 Penalty: 5988.722656
	Iteration 32Q: 3 clusters Score -2.064805e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 107040 members 
Entering Unmasked Estep 
Score: -20648124.000000 Penalty: 5988.722656
	Iteration 33Q: 3 clusters Score -2.064812e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 106911 members 
Entering Unmasked Estep 
Score: -20648160.000000 Penalty: 5988.722656
	Iteration 34Q: 3 clusters Score -2.064816e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -20648282.000000 Penalty: 5988.722656
	Iteration 35Q: 3 clusters Score -2.064828e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -20648316.000000 Penalty: 5988.722656
	Iteration 36Q: 3 clusters Score -2.064832e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -20648316.000000 Penalty: 5988.722656
	Iteration 37Q: 3 clusters Score -2.064832e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -20648390.000000 Penalty: 5988.722656
	Iteration 38Q: 3 clusters Score -2.064839e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -20648458.000000 Penalty: 5988.722656
	Iteration 39Q: 3 clusters Score -2.064846e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -20648472.000000 Penalty: 5988.722656
	Iteration 40F: 3 clusters Score -2.064847e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -20648486.000000 Penalty: 5988.722656
	Iteration 41Q: 3 clusters Score -2.064849e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 105742 members 
Entering Unmasked Estep 
Score: -20648444.000000 Penalty: 5988.722656
	Iteration 42Q: 3 clusters Score -2.064844e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 105579 members 
Entering Unmasked Estep 
Score: -20648466.000000 Penalty: 5988.722656
	Iteration 43Q: 3 clusters Score -2.064847e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 105395 members 
Entering Unmasked Estep 
Score: -20648550.000000 Penalty: 5988.722656
	Iteration 44Q: 3 clusters Score -2.064855e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -20648526.000000 Penalty: 5988.722656
	Iteration 45Q: 3 clusters Score -2.064853e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -20648530.000000 Penalty: 5988.722656
	Iteration 46Q: 3 clusters Score -2.064853e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -20648540.000000 Penalty: 5988.722656
	Iteration 47Q: 3 clusters Score -2.064854e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 104594 members 
Entering Unmasked Estep 
Score: -20648588.000000 Penalty: 5988.722656
	Iteration 48Q: 3 clusters Score -2.064859e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 104393 members 
Entering Unmasked Estep 
Score: -20648624.000000 Penalty: 5988.722656
	Iteration 49Q: 3 clusters Score -2.064862e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 104200 members 
Entering Unmasked Estep 
Score: -20648580.000000 Penalty: 5988.722656
	Iteration 50Q: 3 clusters Score -2.064858e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 103981 members 
Entering Unmasked Estep 
Score: -20648554.000000 Penalty: 5988.722656
	Iteration 51Q: 3 clusters Score -2.064855e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -20648594.000000 Penalty: 5988.722656
	Iteration 52Q: 3 clusters Score -2.064859e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 103570 members 
Entering Unmasked Estep 
Score: -20648600.000000 Penalty: 5988.722656
	Iteration 53Q: 3 clusters Score -2.06486e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 103372 members 
Entering Unmasked Estep 
Score: -20648638.000000 Penalty: 5988.722656
	Iteration 54Q: 3 clusters Score -2.064864e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -20648594.000000 Penalty: 5988.722656
	Iteration 55Q: 3 clusters Score -2.064859e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 102963 members 
Entering Unmasked Estep 
Score: -20648620.000000 Penalty: 5988.722656
	Iteration 56Q: 3 clusters Score -2.064862e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -20648670.000000 Penalty: 5988.722656
	Iteration 57Q: 3 clusters Score -2.064867e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -20648702.000000 Penalty: 5988.722656
	Iteration 58Q: 3 clusters Score -2.06487e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -20648712.000000 Penalty: 5988.722656
	Iteration 59Q: 3 clusters Score -2.064871e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 102061 members 
Entering Unmasked Estep 
Score: -20648724.000000 Penalty: 5988.722656
	Iteration 60F: 3 clusters Score -2.064872e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -20648748.000000 Penalty: 5988.722656
	Iteration 61Q: 3 clusters Score -2.064875e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -20648752.000000 Penalty: 5988.722656
	Iteration 62Q: 3 clusters Score -2.064875e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -20648770.000000 Penalty: 5988.722656
	Iteration 63Q: 3 clusters Score -2.064877e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -20648736.000000 Penalty: 5988.722656
	Iteration 64Q: 3 clusters Score -2.064874e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
Score: -20648710.000000 Penalty: 5988.722656
	Iteration 65Q: 3 clusters Score -2.064871e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -20648696.000000 Penalty: 5988.722656
	Iteration 66Q: 3 clusters Score -2.06487e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 100592 members 
Entering Unmasked Estep 
Score: -20648754.000000 Penalty: 5988.722656
	Iteration 67Q: 3 clusters Score -2.064875e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -20648802.000000 Penalty: 5988.722656
	Iteration 68Q: 3 clusters Score -2.06488e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -20648782.000000 Penalty: 5988.722656
	Iteration 69Q: 3 clusters Score -2.064878e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -20648756.000000 Penalty: 5988.722656
	Iteration 70Q: 3 clusters Score -2.064876e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -20648796.000000 Penalty: 5988.722656
	Iteration 71Q: 3 clusters Score -2.06488e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -20648776.000000 Penalty: 5988.722656
	Iteration 72Q: 3 clusters Score -2.064878e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 99101 members 
Entering Unmasked Estep 
Score: -20648808.000000 Penalty: 5988.722656
	Iteration 73Q: 3 clusters Score -2.064881e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76445 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -20648864.000000 Penalty: 5988.722656
	Iteration 74Q: 3 clusters Score -2.064886e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -20648820.000000 Penalty: 5988.722656
	Iteration 75Q: 3 clusters Score -2.064882e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.06489e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.064887e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.064885e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.06488e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -20648806.000000 Penalty: 5988.722656
	Iteration 80F: 3 clusters Score -2.064881e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 96804 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.064879e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -20648822.000000 Penalty: 5988.722656
	Iteration 82Q: 3 clusters Score -2.064882e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.064878e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 95851 members 
Entering Unmasked Estep 
Score: -20648778.000000 Penalty: 5988.722656
	Iteration 84Q: 3 clusters Score -2.064878e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -20648766.000000 Penalty: 5988.722656
	Iteration 85Q: 3 clusters Score -2.064877e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -20648812.000000 Penalty: 5988.722656
	Iteration 86Q: 3 clusters Score -2.064881e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 94768 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.064879e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.064878e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.064886e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.064886e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 93250 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.064884e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.064887e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -20648928.000000 Penalty: 5988.722656
	Iteration 93Q: 3 clusters Score -2.064893e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.064892e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83820 members 
Mstep: Class 2 contains 91442 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.064887e+07 nChanged 512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 90930 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.064888e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.064893e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -20648946.000000 Penalty: 5988.722656
	Iteration 98Q: 3 clusters Score -2.064895e+07 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 89373 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.064892e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -20648978.000000 Penalty: 5988.722656
	Iteration 100F: 3 clusters Score -2.064898e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.064909e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -20649140.000000 Penalty: 5988.722656
	Iteration 102Q: 3 clusters Score -2.064914e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.064917e+07 nChanged 436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 86944 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.064916e+07 nChanged 433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.064921e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.064921e+07 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 85667 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.064926e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.064932e+07 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.064936e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.064933e+07 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.064937e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.064936e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -20649330.000000 Penalty: 5988.722656
	Iteration 113Q: 3 clusters Score -2.064933e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 82716 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.064934e+07 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.064934e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.064944e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.06494e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.064945e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.064947e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 79835 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.064946e+07 nChanged 511
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.064952e+07 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96438 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.064958e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.064951e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97399 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.064956e+07 nChanged 491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97886 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.064957e+07 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98419 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.064961e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.064964e+07 nChanged 554
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.064971e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.064977e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 74611 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.064979e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101199 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.064982e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.06498e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.064982e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102828 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.064987e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -20649880.000000 Penalty: 5988.722656
	Iteration 135Q: 3 clusters Score -2.064988e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.064983e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.064989e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.064992e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -20650014.000000 Penalty: 5988.722656
	Iteration 139Q: 3 clusters Score -2.065001e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -20649992.000000 Penalty: 5988.722656
	Iteration 140F: 3 clusters Score -2.064999e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106868 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -20649994.000000 Penalty: 5988.722656
	Iteration 141Q: 3 clusters Score -2.064999e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.064999e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108004 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -20650132.000000 Penalty: 5988.722656
	Iteration 143Q: 3 clusters Score -2.065013e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -20650138.000000 Penalty: 5988.722656
	Iteration 144Q: 3 clusters Score -2.065014e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.065017e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.065016e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110231 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -20650208.000000 Penalty: 5988.722656
	Iteration 147Q: 3 clusters Score -2.065021e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110772 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -20650276.000000 Penalty: 5988.722656
	Iteration 148Q: 3 clusters Score -2.065028e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -20650304.000000 Penalty: 5988.722656
	Iteration 149Q: 3 clusters Score -2.06503e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111852 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -20650364.000000 Penalty: 5988.722656
	Iteration 150Q: 3 clusters Score -2.065036e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112384 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.06504e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112929 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.065037e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113528 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -20650384.000000 Penalty: 5988.722656
	Iteration 153Q: 3 clusters Score -2.065038e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114154 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -20650406.000000 Penalty: 5988.722656
	Iteration 154Q: 3 clusters Score -2.065041e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.065047e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115441 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -20650504.000000 Penalty: 5988.722656
	Iteration 156Q: 3 clusters Score -2.06505e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116091 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -20650564.000000 Penalty: 5988.722656
	Iteration 157Q: 3 clusters Score -2.065056e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -20650574.000000 Penalty: 5988.722656
	Iteration 158Q: 3 clusters Score -2.065057e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -20650636.000000 Penalty: 5988.722656
	Iteration 159Q: 3 clusters Score -2.065064e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -20650606.000000 Penalty: 5988.722656
	Iteration 160F: 3 clusters Score -2.065061e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -20650688.000000 Penalty: 5988.722656
	Iteration 161Q: 3 clusters Score -2.065069e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -20650660.000000 Penalty: 5988.722656
	Iteration 162Q: 3 clusters Score -2.065066e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120227 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -20650718.000000 Penalty: 5988.722656
	Iteration 163Q: 3 clusters Score -2.065072e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -20650812.000000 Penalty: 5988.722656
	Iteration 164Q: 3 clusters Score -2.065081e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121749 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -20650860.000000 Penalty: 5988.722656
	Iteration 165Q: 3 clusters Score -2.065086e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122565 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -20651004.000000 Penalty: 5988.722656
	Iteration 166Q: 3 clusters Score -2.0651e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123400 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -20651124.000000 Penalty: 5988.722656
	Iteration 167Q: 3 clusters Score -2.065112e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124248 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -20651242.000000 Penalty: 5988.722656
	Iteration 168Q: 3 clusters Score -2.065124e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -20651310.000000 Penalty: 5988.722656
	Iteration 169Q: 3 clusters Score -2.065131e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126038 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -20651410.000000 Penalty: 5988.722656
	Iteration 170Q: 3 clusters Score -2.065141e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -20651448.000000 Penalty: 5988.722656
	Iteration 171Q: 3 clusters Score -2.065145e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127965 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -20651578.000000 Penalty: 5988.722656
	Iteration 172Q: 3 clusters Score -2.065158e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -20651686.000000 Penalty: 5988.722656
	Iteration 173Q: 3 clusters Score -2.065169e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129831 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -20651822.000000 Penalty: 5988.722656
	Iteration 174Q: 3 clusters Score -2.065182e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130754 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -20651968.000000 Penalty: 5988.722656
	Iteration 175Q: 3 clusters Score -2.065197e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131663 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -20652154.000000 Penalty: 5988.722656
	Iteration 176Q: 3 clusters Score -2.065215e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132597 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -20652270.000000 Penalty: 5988.722656
	Iteration 177Q: 3 clusters Score -2.065227e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133546 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -20652460.000000 Penalty: 5988.722656
	Iteration 178Q: 3 clusters Score -2.065246e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134521 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -20652610.000000 Penalty: 5988.722656
	Iteration 179Q: 3 clusters Score -2.065261e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135538 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -20652794.000000 Penalty: 5988.722656
	Iteration 180F: 3 clusters Score -2.065279e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136591 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -20652910.000000 Penalty: 5988.722656
	Iteration 181Q: 3 clusters Score -2.065291e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137693 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -20653154.000000 Penalty: 5988.722656
	Iteration 182Q: 3 clusters Score -2.065315e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138810 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -20653340.000000 Penalty: 5988.722656
	Iteration 183Q: 3 clusters Score -2.065334e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139924 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -20653538.000000 Penalty: 5988.722656
	Iteration 184Q: 3 clusters Score -2.065354e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141092 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -20653764.000000 Penalty: 5988.722656
	Iteration 185Q: 3 clusters Score -2.065376e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142294 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -20654014.000000 Penalty: 5988.722656
	Iteration 186Q: 3 clusters Score -2.065401e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143553 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -20654280.000000 Penalty: 5988.722656
	Iteration 187Q: 3 clusters Score -2.065428e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144805 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -20654550.000000 Penalty: 5988.722656
	Iteration 188Q: 3 clusters Score -2.065455e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146113 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -20654850.000000 Penalty: 5988.722656
	Iteration 189Q: 3 clusters Score -2.065485e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147408 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -20655084.000000 Penalty: 5988.722656
	Iteration 190Q: 3 clusters Score -2.065508e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148762 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -20655440.000000 Penalty: 5988.722656
	Iteration 191Q: 3 clusters Score -2.065544e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150145 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -20655856.000000 Penalty: 5988.722656
	Iteration 192Q: 3 clusters Score -2.065586e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151510 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -20656204.000000 Penalty: 5988.722656
	Iteration 193Q: 3 clusters Score -2.06562e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152868 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -20656548.000000 Penalty: 5988.722656
	Iteration 194Q: 3 clusters Score -2.065655e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154178 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -20656836.000000 Penalty: 5988.722656
	Iteration 195Q: 3 clusters Score -2.065684e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155527 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -20657150.000000 Penalty: 5988.722656
	Iteration 196Q: 3 clusters Score -2.065715e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156839 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -20657488.000000 Penalty: 5988.722656
	Iteration 197Q: 3 clusters Score -2.065749e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -20657830.000000 Penalty: 5988.722656
	Iteration 198Q: 3 clusters Score -2.065783e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159316 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -20658172.000000 Penalty: 5988.722656
	Iteration 199Q: 3 clusters Score -2.065817e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160541 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -20658580.000000 Penalty: 5988.722656
	Iteration 200F: 3 clusters Score -2.065858e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161805 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -20658934.000000 Penalty: 5988.722656
	Iteration 201Q: 3 clusters Score -2.065893e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163096 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -20659380.000000 Penalty: 5988.722656
	Iteration 202Q: 3 clusters Score -2.065938e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164317 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -20659838.000000 Penalty: 5988.722656
	Iteration 203Q: 3 clusters Score -2.065984e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165466 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -20660228.000000 Penalty: 5988.722656
	Iteration 204Q: 3 clusters Score -2.066023e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166592 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -20660624.000000 Penalty: 5988.722656
	Iteration 205Q: 3 clusters Score -2.066062e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167636 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -20661130.000000 Penalty: 5988.722656
	Iteration 206Q: 3 clusters Score -2.066113e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168573 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -20661478.000000 Penalty: 5988.722656
	Iteration 207Q: 3 clusters Score -2.066148e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -20661818.000000 Penalty: 5988.722656
	Iteration 208Q: 3 clusters Score -2.066182e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -20662108.000000 Penalty: 5988.722656
	Iteration 209Q: 3 clusters Score -2.066211e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -20662360.000000 Penalty: 5988.722656
	Iteration 210Q: 3 clusters Score -2.066236e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -20662568.000000 Penalty: 5988.722656
	Iteration 211Q: 3 clusters Score -2.066257e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171825 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -20662832.000000 Penalty: 5988.722656
	Iteration 212Q: 3 clusters Score -2.066283e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172196 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -20662996.000000 Penalty: 5988.722656
	Iteration 213Q: 3 clusters Score -2.0663e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -20663124.000000 Penalty: 5988.722656
	Iteration 214Q: 3 clusters Score -2.066312e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172707 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -20663190.000000 Penalty: 5988.722656
	Iteration 215Q: 3 clusters Score -2.066319e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172902 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -20663286.000000 Penalty: 5988.722656
	Iteration 216Q: 3 clusters Score -2.066329e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173052 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -20663358.000000 Penalty: 5988.722656
	Iteration 217Q: 3 clusters Score -2.066336e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173173 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -20663450.000000 Penalty: 5988.722656
	Iteration 218Q: 3 clusters Score -2.066345e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173265 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -20663504.000000 Penalty: 5988.722656
	Iteration 219Q: 3 clusters Score -2.06635e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -20663516.000000 Penalty: 5988.722656
	Iteration 220F: 3 clusters Score -2.066352e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173402 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -20663574.000000 Penalty: 5988.722656
	Iteration 221Q: 3 clusters Score -2.066357e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173457 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -20663614.000000 Penalty: 5988.722656
	Iteration 222Q: 3 clusters Score -2.066361e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173507 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -20663602.000000 Penalty: 5988.722656
	Iteration 223Q: 3 clusters Score -2.06636e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173536 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -20663626.000000 Penalty: 5988.722656
	Iteration 224Q: 3 clusters Score -2.066363e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173565 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -20663648.000000 Penalty: 5988.722656
	Iteration 225Q: 3 clusters Score -2.066365e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173599 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20663666.000000 Penalty: 5988.722656
	Iteration 226Q: 3 clusters Score -2.066367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173618 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -20663676.000000 Penalty: 5988.722656
	Iteration 227Q: 3 clusters Score -2.066368e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173643 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -20663690.000000 Penalty: 5988.722656
	Iteration 228Q: 3 clusters Score -2.066369e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173664 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -20663720.000000 Penalty: 5988.722656
	Iteration 229Q: 3 clusters Score -2.066372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173687 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20663720.000000 Penalty: 5988.722656
	Iteration 230Q: 3 clusters Score -2.066372e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173708 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -20663752.000000 Penalty: 5988.722656
	Iteration 231Q: 3 clusters Score -2.066375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -20663746.000000 Penalty: 5988.722656
	Iteration 232Q: 3 clusters Score -2.066375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173747 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -20663768.000000 Penalty: 5988.722656
	Iteration 233Q: 3 clusters Score -2.066377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173761 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -20663754.000000 Penalty: 5988.722656
	Iteration 234Q: 3 clusters Score -2.066375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173778 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20663780.000000 Penalty: 5988.722656
	Iteration 235Q: 3 clusters Score -2.066378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173793 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20663780.000000 Penalty: 5988.722656
	Iteration 236Q: 3 clusters Score -2.066378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173807 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -20663780.000000 Penalty: 5988.722656
	Iteration 237Q: 3 clusters Score -2.066378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173818 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -20663804.000000 Penalty: 5988.722656
	Iteration 238Q: 3 clusters Score -2.06638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173834 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -20663806.000000 Penalty: 5988.722656
	Iteration 239Q: 3 clusters Score -2.066381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -20663802.000000 Penalty: 5988.722656
	Iteration 240F: 3 clusters Score -2.06638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173857 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -20663812.000000 Penalty: 5988.722656
	Iteration 241Q: 3 clusters Score -2.066381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173863 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -20663816.000000 Penalty: 5988.722656
	Iteration 242Q: 3 clusters Score -2.066382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173871 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -20663812.000000 Penalty: 5988.722656
	Iteration 243Q: 3 clusters Score -2.066381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173880 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20663810.000000 Penalty: 5988.722656
	Iteration 244Q: 3 clusters Score -2.066381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -20663808.000000 Penalty: 5988.722656
	Iteration 245Q: 3 clusters Score -2.066381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173885 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -20663816.000000 Penalty: 5988.722656
	Iteration 246Q: 3 clusters Score -2.066382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173888 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20663818.000000 Penalty: 5988.722656
	Iteration 247Q: 3 clusters Score -2.066382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173890 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -20663822.000000 Penalty: 5988.722656
	Iteration 248Q: 3 clusters Score -2.066382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173891 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -20663822.000000 Penalty: 5988.722656
	Iteration 249Q: 3 clusters Score -2.066382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173893 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -20663822.000000 Penalty: 5988.722656
	Iteration 250Q: 3 clusters Score -2.066382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173892 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20663818.000000 Penalty: 5988.722656
	Iteration 251Q: 3 clusters Score -2.066382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173892 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20663820.000000 Penalty: 5988.722656
	Iteration 252Q: 3 clusters Score -2.066382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173894 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -20663808.000000 Penalty: 5988.722656
	Iteration 253Q: 3 clusters Score -2.066381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173895 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -20663822.000000 Penalty: 5988.722656
	Iteration 254Q: 3 clusters Score -2.066382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20663828.000000 Penalty: 5988.722656
	Iteration 255Q: 3 clusters Score -2.066383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173899 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -20663832.000000 Penalty: 5988.722656
	Iteration 256Q: 3 clusters Score -2.066383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -20663822.000000 Penalty: 5988.722656
	Iteration 257Q: 3 clusters Score -2.066382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173902 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20663822.000000 Penalty: 5988.722656
	Iteration 258Q: 3 clusters Score -2.066382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173902 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20663818.000000 Penalty: 5988.722656
	Iteration 259Q: 3 clusters Score -2.066382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173903 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -20663826.000000 Penalty: 5988.722656
	Iteration 260F: 3 clusters Score -2.066383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -20663820.000000 Penalty: 5988.722656
	Iteration 261Q: 3 clusters Score -2.066382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173906 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -20663816.000000 Penalty: 5988.722656
	Iteration 262Q: 3 clusters Score -2.066382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173908 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -20663820.000000 Penalty: 5988.722656
	Iteration 263Q: 3 clusters Score -2.066382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173909 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20663822.000000 Penalty: 5988.722656
	Iteration 264Q: 3 clusters Score -2.066382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173910 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20663822.000000 Penalty: 5988.722656
	Iteration 265Q: 3 clusters Score -2.066382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173910 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20663822.000000 Penalty: 5988.722656
	Iteration 266F: 3 clusters Score -2.066382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -28086.675781 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -28086.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26973.728516 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -26973.73 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27234.960938 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -27234.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27394.675781 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -27394.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27485.355469 Penalty: 3011.085938
	Iteration 3F: 3 clusters Score -27485.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27592.398438 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -27592.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27683.671875 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -27683.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27744.152344 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -27744.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27770.050781 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -27770.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27822.460938 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -27822.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27831.810547 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -27831.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27838.492188 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -27838.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27840.191406 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -27840.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27850.355469 Penalty: 3011.085938
	Iteration 12F: 3 clusters Score -27850.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27930.498047 Penalty: 3011.085938
	Iteration 13Q: 3 clusters Score -27930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27960.830078 Penalty: 3011.085938
	Iteration 14Q: 3 clusters Score -27960.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27968.111328 Penalty: 3011.085938
	Iteration 15Q: 3 clusters Score -27968.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28001.921875 Penalty: 3011.085938
	Iteration 16Q: 3 clusters Score -28001.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28006.109375 Penalty: 3011.085938
	Iteration 17Q: 3 clusters Score -28006.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28042.478516 Penalty: 3011.085938
	Iteration 18Q: 3 clusters Score -28042.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28055.083984 Penalty: 3011.085938
	Iteration 19Q: 3 clusters Score -28055.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28055.083984 Penalty: 3011.085938
	Iteration 20F: 3 clusters Score -28055.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Entering Unmasked Estep 
Score: -1884036.875000 Penalty: 2399.076660
	Iteration 0F: 2 clusters Score -1884037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1872620.125000 Penalty: 4798.153320
	Iteration 0F: 3 clusters Score -1872620 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1876676.125000 Penalty: 4798.153320
	Iteration 1F: 3 clusters Score -1876676 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1877509.625000 Penalty: 4798.153320
	Iteration 2F: 3 clusters Score -1877510 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1878391.500000 Penalty: 4798.153320
	Iteration 3F: 3 clusters Score -1878392 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1879247.875000 Penalty: 4798.153320
	Iteration 4F: 3 clusters Score -1879248 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1879917.500000 Penalty: 4798.153320
	Iteration 5F: 3 clusters Score -1879918 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1880350.500000 Penalty: 4798.153320
	Iteration 6F: 3 clusters Score -1880350 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1880613.750000 Penalty: 4798.153320
	Iteration 7Q: 3 clusters Score -1880614 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1880778.375000 Penalty: 4798.153320
	Iteration 8Q: 3 clusters Score -1880778 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1880906.875000 Penalty: 4798.153320
	Iteration 9Q: 3 clusters Score -1880907 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1880979.500000 Penalty: 4798.153320
	Iteration 10Q: 3 clusters Score -1880980 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1881037.500000 Penalty: 4798.153320
	Iteration 11Q: 3 clusters Score -1881038 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1881067.375000 Penalty: 4798.153320
	Iteration 12Q: 3 clusters Score -1881067 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1881101.125000 Penalty: 4798.153320
	Iteration 13Q: 3 clusters Score -1881101 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1881144.500000 Penalty: 4798.153320
	Iteration 14Q: 3 clusters Score -1881144 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1881180.000000 Penalty: 4798.153320
	Iteration 15Q: 3 clusters Score -1881180 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1881209.000000 Penalty: 4798.153320
	Iteration 16Q: 3 clusters Score -1881209 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1881253.375000 Penalty: 4798.153320
	Iteration 17Q: 3 clusters Score -1881253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1881298.500000 Penalty: 4798.153320
	Iteration 18Q: 3 clusters Score -1881298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1881349.125000 Penalty: 4798.153320
	Iteration 19Q: 3 clusters Score -1881349 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1881403.000000 Penalty: 4798.153320
	Iteration 20F: 3 clusters Score -1881403 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1881467.500000 Penalty: 4798.153320
	Iteration 21Q: 3 clusters Score -1881468 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1881549.250000 Penalty: 4798.153320
	Iteration 22Q: 3 clusters Score -1881549 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1881641.500000 Penalty: 4798.153320
	Iteration 23Q: 3 clusters Score -1881642 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1881751.375000 Penalty: 4798.153320
	Iteration 24Q: 3 clusters Score -1881751 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1881863.625000 Penalty: 4798.153320
	Iteration 25Q: 3 clusters Score -1881864 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1881980.250000 Penalty: 4798.153320
	Iteration 26Q: 3 clusters Score -1881980 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1882096.375000 Penalty: 4798.153320
	Iteration 27Q: 3 clusters Score -1882096 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1882206.125000 Penalty: 4798.153320
	Iteration 28Q: 3 clusters Score -1882206 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1882291.875000 Penalty: 4798.153320
	Iteration 29Q: 3 clusters Score -1882292 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1882343.750000 Penalty: 4798.153320
	Iteration 30Q: 3 clusters Score -1882344 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1882383.750000 Penalty: 4798.153320
	Iteration 31Q: 3 clusters Score -1882384 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1882413.875000 Penalty: 4798.153320
	Iteration 32Q: 3 clusters Score -1882414 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1882440.250000 Penalty: 4798.153320
	Iteration 33Q: 3 clusters Score -1882440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1882462.125000 Penalty: 4798.153320
	Iteration 34Q: 3 clusters Score -1882462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1882492.000000 Penalty: 4798.153320
	Iteration 35Q: 3 clusters Score -1882492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1882511.750000 Penalty: 4798.153320
	Iteration 36Q: 3 clusters Score -1882512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1882515.250000 Penalty: 4798.153320
	Iteration 37Q: 3 clusters Score -1882515 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1882534.875000 Penalty: 4798.153320
	Iteration 38Q: 3 clusters Score -1882535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1882536.375000 Penalty: 4798.153320
	Iteration 39Q: 3 clusters Score -1882536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1882541.875000 Penalty: 4798.153320
	Iteration 40F: 3 clusters Score -1882542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1882545.875000 Penalty: 4798.153320
	Iteration 41Q: 3 clusters Score -1882546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1882544.500000 Penalty: 4798.153320
	Iteration 42Q: 3 clusters Score -1882544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1882552.375000 Penalty: 4798.153320
	Iteration 43Q: 3 clusters Score -1882552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1882561.500000 Penalty: 4798.153320
	Iteration 44Q: 3 clusters Score -1882562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1882564.875000 Penalty: 4798.153320
	Iteration 45Q: 3 clusters Score -1882565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1882566.000000 Penalty: 4798.153320
	Iteration 46Q: 3 clusters Score -1882566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1882576.875000 Penalty: 4798.153320
	Iteration 47Q: 3 clusters Score -1882577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1882580.375000 Penalty: 4798.153320
	Iteration 48Q: 3 clusters Score -1882580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1882582.500000 Penalty: 4798.153320
	Iteration 49Q: 3 clusters Score -1882582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1882586.750000 Penalty: 4798.153320
	Iteration 50Q: 3 clusters Score -1882587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1882588.625000 Penalty: 4798.153320
	Iteration 51Q: 3 clusters Score -1882589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1882587.875000 Penalty: 4798.153320
	Iteration 52Q: 3 clusters Score -1882588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1882592.000000 Penalty: 4798.153320
	Iteration 53Q: 3 clusters Score -1882592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1882591.750000 Penalty: 4798.153320
	Iteration 54Q: 3 clusters Score -1882592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1882593.500000 Penalty: 4798.153320
	Iteration 55Q: 3 clusters Score -1882594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1882595.875000 Penalty: 4798.153320
	Iteration 56Q: 3 clusters Score -1882596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1882600.625000 Penalty: 4798.153320
	Iteration 57Q: 3 clusters Score -1882601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1882603.625000 Penalty: 4798.153320
	Iteration 58Q: 3 clusters Score -1882604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1882610.000000 Penalty: 4798.153320
	Iteration 59Q: 3 clusters Score -1882610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1882611.750000 Penalty: 4798.153320
	Iteration 60F: 3 clusters Score -1882612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1882614.000000 Penalty: 4798.153320
	Iteration 61Q: 3 clusters Score -1882614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1882615.375000 Penalty: 4798.153320
	Iteration 62Q: 3 clusters Score -1882615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1882619.250000 Penalty: 4798.153320
	Iteration 63Q: 3 clusters Score -1882619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1882620.250000 Penalty: 4798.153320
	Iteration 64Q: 3 clusters Score -1882620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1882620.875000 Penalty: 4798.153320
	Iteration 65Q: 3 clusters Score -1882621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1882626.625000 Penalty: 4798.153320
	Iteration 66Q: 3 clusters Score -1882627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1882626.125000 Penalty: 4798.153320
	Iteration 67Q: 3 clusters Score -1882626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1882627.375000 Penalty: 4798.153320
	Iteration 68Q: 3 clusters Score -1882627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1882627.375000 Penalty: 4798.153320
	Iteration 69Q: 3 clusters Score -1882627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1882627.625000 Penalty: 4798.153320
	Iteration 70Q: 3 clusters Score -1882628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1882631.750000 Penalty: 4798.153320
	Iteration 71Q: 3 clusters Score -1882632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1882626.500000 Penalty: 4798.153320
	Iteration 72Q: 3 clusters Score -1882626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1882628.000000 Penalty: 4798.153320
	Iteration 73Q: 3 clusters Score -1882628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1882627.750000 Penalty: 4798.153320
	Iteration 74Q: 3 clusters Score -1882628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1882628.875000 Penalty: 4798.153320
	Iteration 75Q: 3 clusters Score -1882629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1882629.875000 Penalty: 4798.153320
	Iteration 76Q: 3 clusters Score -1882630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1882629.875000 Penalty: 4798.153320
	Iteration 77F: 3 clusters Score -1882630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -258924.515625 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -258924.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -256140.453125 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -256140.5 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -256612.203125 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -256612.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -256750.203125 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -256750.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -256845.046875 Penalty: 3830.228516
	Iteration 3F: 3 clusters Score -256845 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -256918.750000 Penalty: 3830.228516
	Iteration 4Q: 3 clusters Score -256918.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -256972.765625 Penalty: 3830.228516
	Iteration 5Q: 3 clusters Score -256972.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -257014.171875 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -257014.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -257047.687500 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -257047.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -257068.343750 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -257068.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257083.609375 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -257083.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -257102.000000 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -257102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -257117.828125 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -257117.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -257130.203125 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -257130.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -257135.968750 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -257136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -257144.671875 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -257144.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -257153.046875 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -257153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -257157.687500 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -257157.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -257162.703125 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -257162.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -257165.281250 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -257165.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -257167.984375 Penalty: 3830.228516
	Iteration 19Q: 3 clusters Score -257168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -257169.125000 Penalty: 3830.228516
	Iteration 20F: 3 clusters Score -257169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -257169.984375 Penalty: 3830.228516
	Iteration 21Q: 3 clusters Score -257170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -257170.750000 Penalty: 3830.228516
	Iteration 22Q: 3 clusters Score -257170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -257171.515625 Penalty: 3830.228516
	Iteration 23Q: 3 clusters Score -257171.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -257171.515625 Penalty: 3830.228516
	Iteration 24F: 3 clusters Score -257171.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Entering Unmasked Estep 
Score: -687010.187500 Penalty: 2189.430176
	Iteration 0F: 2 clusters Score -687010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -681399.375000 Penalty: 4378.860352
	Iteration 0F: 3 clusters Score -681399.4 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -683069.875000 Penalty: 4378.860352
	Iteration 1F: 3 clusters Score -683069.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -683530.312500 Penalty: 4378.860352
	Iteration 2F: 3 clusters Score -683530.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -683916.125000 Penalty: 4378.860352
	Iteration 3F: 3 clusters Score -683916.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -684209.250000 Penalty: 4378.860352
	Iteration 4F: 3 clusters Score -684209.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -684460.937500 Penalty: 4378.860352
	Iteration 5Q: 3 clusters Score -684460.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -684686.000000 Penalty: 4378.860352
	Iteration 6Q: 3 clusters Score -684686 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -684857.937500 Penalty: 4378.860352
	Iteration 7Q: 3 clusters Score -684857.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -685015.437500 Penalty: 4378.860352
	Iteration 8Q: 3 clusters Score -685015.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -685136.750000 Penalty: 4378.860352
	Iteration 9Q: 3 clusters Score -685136.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -685234.562500 Penalty: 4378.860352
	Iteration 10Q: 3 clusters Score -685234.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -685317.187500 Penalty: 4378.860352
	Iteration 11Q: 3 clusters Score -685317.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -685380.000000 Penalty: 4378.860352
	Iteration 12Q: 3 clusters Score -685380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -685429.437500 Penalty: 4378.860352
	Iteration 13Q: 3 clusters Score -685429.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -685478.125000 Penalty: 4378.860352
	Iteration 14Q: 3 clusters Score -685478.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -685523.437500 Penalty: 4378.860352
	Iteration 15Q: 3 clusters Score -685523.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -685545.687500 Penalty: 4378.860352
	Iteration 16Q: 3 clusters Score -685545.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -685566.187500 Penalty: 4378.860352
	Iteration 17Q: 3 clusters Score -685566.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -685582.375000 Penalty: 4378.860352
	Iteration 18Q: 3 clusters Score -685582.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -685598.937500 Penalty: 4378.860352
	Iteration 19Q: 3 clusters Score -685598.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -685618.187500 Penalty: 4378.860352
	Iteration 20F: 3 clusters Score -685618.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -685632.125000 Penalty: 4378.860352
	Iteration 21Q: 3 clusters Score -685632.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -685641.500000 Penalty: 4378.860352
	Iteration 22Q: 3 clusters Score -685641.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -685647.375000 Penalty: 4378.860352
	Iteration 23Q: 3 clusters Score -685647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -685651.750000 Penalty: 4378.860352
	Iteration 24Q: 3 clusters Score -685651.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -685655.312500 Penalty: 4378.860352
	Iteration 25Q: 3 clusters Score -685655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -685655.812500 Penalty: 4378.860352
	Iteration 26Q: 3 clusters Score -685655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -685657.750000 Penalty: 4378.860352
	Iteration 27Q: 3 clusters Score -685657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -685657.500000 Penalty: 4378.860352
	Iteration 28Q: 3 clusters Score -685657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -685659.062500 Penalty: 4378.860352
	Iteration 29Q: 3 clusters Score -685659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -685659.750000 Penalty: 4378.860352
	Iteration 30Q: 3 clusters Score -685659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -685660.125000 Penalty: 4378.860352
	Iteration 31Q: 3 clusters Score -685660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -685661.375000 Penalty: 4378.860352
	Iteration 32Q: 3 clusters Score -685661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -685663.812500 Penalty: 4378.860352
	Iteration 33Q: 3 clusters Score -685663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -685661.625000 Penalty: 4378.860352
	Iteration 34Q: 3 clusters Score -685661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -685661.625000 Penalty: 4378.860352
	Iteration 35F: 3 clusters Score -685661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -312453.875000 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -312453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -309478.312500 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -309478.3 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -310131.906250 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -310131.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -310299.312500 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -310299.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -310448.843750 Penalty: 3907.376953
	Iteration 3F: 3 clusters Score -310448.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -310575.937500 Penalty: 3907.376953
	Iteration 4F: 3 clusters Score -310575.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -310666.593750 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -310666.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -310751.468750 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -310751.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -310848.812500 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -310848.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -310939.843750 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -310939.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -311022.062500 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -311022.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -311080.562500 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -311080.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -311137.062500 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -311137.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -311189.937500 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -311189.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -311221.500000 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -311221.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -311242.906250 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -311242.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -311260.468750 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -311260.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -311279.187500 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -311279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -311288.750000 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -311288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -311294.531250 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -311294.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -311299.718750 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -311299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -311301.968750 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -311302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -311303.250000 Penalty: 3907.376953
	Iteration 21Q: 3 clusters Score -311303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -311305.500000 Penalty: 3907.376953
	Iteration 22Q: 3 clusters Score -311305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -311306.281250 Penalty: 3907.376953
	Iteration 23Q: 3 clusters Score -311306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -311307.531250 Penalty: 3907.376953
	Iteration 24Q: 3 clusters Score -311307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -311307.531250 Penalty: 3907.376953
	Iteration 25F: 3 clusters Score -311307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Entering Unmasked Estep 
Score: -4093892.250000 Penalty: 2600.204834
	Iteration 0F: 2 clusters Score -4093892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -4069374.500000 Penalty: 5200.409668
	Iteration 0F: 3 clusters Score -4069374 nChanged 16369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4078725.250000 Penalty: 5200.409668
	Iteration 1F: 3 clusters Score -4078725 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4079634.750000 Penalty: 5200.409668
	Iteration 2F: 3 clusters Score -4079635 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4080852.250000 Penalty: 5200.409668
	Iteration 3F: 3 clusters Score -4080852 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4082370.750000 Penalty: 5200.409668
	Iteration 4F: 3 clusters Score -4082371 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -4083921.500000 Penalty: 5200.409668
	Iteration 5F: 3 clusters Score -4083922 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -4085356.500000 Penalty: 5200.409668
	Iteration 6F: 3 clusters Score -4085356 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4086565.250000 Penalty: 5200.409668
	Iteration 7F: 3 clusters Score -4086565 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -4087527.000000 Penalty: 5200.409668
	Iteration 8Q: 3 clusters Score -4087527 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4088309.500000 Penalty: 5200.409668
	Iteration 9Q: 3 clusters Score -4088310 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -4089018.250000 Penalty: 5200.409668
	Iteration 10Q: 3 clusters Score -4089018 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -4089556.500000 Penalty: 5200.409668
	Iteration 11Q: 3 clusters Score -4089556 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -4089993.500000 Penalty: 5200.409668
	Iteration 12Q: 3 clusters Score -4089994 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4090296.500000 Penalty: 5200.409668
	Iteration 13Q: 3 clusters Score -4090296 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -4090470.000000 Penalty: 5200.409668
	Iteration 14Q: 3 clusters Score -4090470 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -4090556.750000 Penalty: 5200.409668
	Iteration 15Q: 3 clusters Score -4090557 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4090617.750000 Penalty: 5200.409668
	Iteration 16Q: 3 clusters Score -4090618 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4090661.000000 Penalty: 5200.409668
	Iteration 17Q: 3 clusters Score -4090661 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -4090689.000000 Penalty: 5200.409668
	Iteration 18Q: 3 clusters Score -4090689 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -4090703.250000 Penalty: 5200.409668
	Iteration 19Q: 3 clusters Score -4090703 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4090707.250000 Penalty: 5200.409668
	Iteration 20F: 3 clusters Score -4090707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4090707.250000 Penalty: 5200.409668
	Iteration 21Q: 3 clusters Score -4090707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -4090730.500000 Penalty: 5200.409668
	Iteration 22Q: 3 clusters Score -4090730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -4090721.250000 Penalty: 5200.409668
	Iteration 23Q: 3 clusters Score -4090721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -4090727.750000 Penalty: 5200.409668
	Iteration 24Q: 3 clusters Score -4090728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -4090721.750000 Penalty: 5200.409668
	Iteration 25Q: 3 clusters Score -4090722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -4090732.250000 Penalty: 5200.409668
	Iteration 26Q: 3 clusters Score -4090732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4090722.250000 Penalty: 5200.409668
	Iteration 27Q: 3 clusters Score -4090722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -4090727.250000 Penalty: 5200.409668
	Iteration 28Q: 3 clusters Score -4090727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4090726.000000 Penalty: 5200.409668
	Iteration 29Q: 3 clusters Score -4090726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -4090733.250000 Penalty: 5200.409668
	Iteration 30Q: 3 clusters Score -4090733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -4090737.750000 Penalty: 5200.409668
	Iteration 31Q: 3 clusters Score -4090738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4090732.500000 Penalty: 5200.409668
	Iteration 32Q: 3 clusters Score -4090732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4090739.000000 Penalty: 5200.409668
	Iteration 33Q: 3 clusters Score -4090739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -4090742.750000 Penalty: 5200.409668
	Iteration 34Q: 3 clusters Score -4090743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4090740.500000 Penalty: 5200.409668
	Iteration 35Q: 3 clusters Score -4090740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -4090746.000000 Penalty: 5200.409668
	Iteration 36Q: 3 clusters Score -4090746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4090750.500000 Penalty: 5200.409668
	Iteration 37Q: 3 clusters Score -4090750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4090746.750000 Penalty: 5200.409668
	Iteration 38Q: 3 clusters Score -4090747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -4090755.000000 Penalty: 5200.409668
	Iteration 39Q: 3 clusters Score -4090755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -4090755.500000 Penalty: 5200.409668
	Iteration 40F: 3 clusters Score -4090756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4090760.250000 Penalty: 5200.409668
	Iteration 41Q: 3 clusters Score -4090760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -4090757.500000 Penalty: 5200.409668
	Iteration 42Q: 3 clusters Score -4090758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -4090760.000000 Penalty: 5200.409668
	Iteration 43Q: 3 clusters Score -4090760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -4090761.500000 Penalty: 5200.409668
	Iteration 44Q: 3 clusters Score -4090762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -4090758.500000 Penalty: 5200.409668
	Iteration 45Q: 3 clusters Score -4090758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4090758.000000 Penalty: 5200.409668
	Iteration 46Q: 3 clusters Score -4090758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -4090759.000000 Penalty: 5200.409668
	Iteration 47Q: 3 clusters Score -4090759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -4090769.250000 Penalty: 5200.409668
	Iteration 48Q: 3 clusters Score -4090769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -4090771.500000 Penalty: 5200.409668
	Iteration 49Q: 3 clusters Score -4090772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4090765.250000 Penalty: 5200.409668
	Iteration 50Q: 3 clusters Score -4090765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -4090767.750000 Penalty: 5200.409668
	Iteration 51Q: 3 clusters Score -4090768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4090774.000000 Penalty: 5200.409668
	Iteration 52Q: 3 clusters Score -4090774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -4090782.500000 Penalty: 5200.409668
	Iteration 53Q: 3 clusters Score -4090782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -4090778.250000 Penalty: 5200.409668
	Iteration 54Q: 3 clusters Score -4090778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4090781.500000 Penalty: 5200.409668
	Iteration 55Q: 3 clusters Score -4090782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -4090791.250000 Penalty: 5200.409668
	Iteration 56Q: 3 clusters Score -4090791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4090791.000000 Penalty: 5200.409668
	Iteration 57Q: 3 clusters Score -4090791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -4090789.750000 Penalty: 5200.409668
	Iteration 58Q: 3 clusters Score -4090790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -4090789.000000 Penalty: 5200.409668
	Iteration 59Q: 3 clusters Score -4090789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -4090788.750000 Penalty: 5200.409668
	Iteration 60F: 3 clusters Score -4090789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -4090791.750000 Penalty: 5200.409668
	Iteration 61Q: 3 clusters Score -4090792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -4090787.000000 Penalty: 5200.409668
	Iteration 62Q: 3 clusters Score -4090787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -4090791.500000 Penalty: 5200.409668
	Iteration 63Q: 3 clusters Score -4090792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4090792.750000 Penalty: 5200.409668
	Iteration 64Q: 3 clusters Score -4090793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4090793.250000 Penalty: 5200.409668
	Iteration 65Q: 3 clusters Score -4090793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4090793.750000 Penalty: 5200.409668
	Iteration 66Q: 3 clusters Score -4090794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -4090794.000000 Penalty: 5200.409668
	Iteration 67Q: 3 clusters Score -4090794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -4090787.250000 Penalty: 5200.409668
	Iteration 68Q: 3 clusters Score -4090787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -4090794.000000 Penalty: 5200.409668
	Iteration 69Q: 3 clusters Score -4090794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -4090791.750000 Penalty: 5200.409668
	Iteration 70Q: 3 clusters Score -4090792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4090788.500000 Penalty: 5200.409668
	Iteration 71Q: 3 clusters Score -4090788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -4090792.000000 Penalty: 5200.409668
	Iteration 72Q: 3 clusters Score -4090792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4090796.500000 Penalty: 5200.409668
	Iteration 73Q: 3 clusters Score -4090796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -4090794.500000 Penalty: 5200.409668
	Iteration 74Q: 3 clusters Score -4090794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -4090793.000000 Penalty: 5200.409668
	Iteration 75Q: 3 clusters Score -4090793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -4090796.000000 Penalty: 5200.409668
	Iteration 76Q: 3 clusters Score -4090796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -4090796.500000 Penalty: 5200.409668
	Iteration 77Q: 3 clusters Score -4090796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -4090799.750000 Penalty: 5200.409668
	Iteration 78Q: 3 clusters Score -4090800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -4090802.500000 Penalty: 5200.409668
	Iteration 79Q: 3 clusters Score -4090802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -4090796.500000 Penalty: 5200.409668
	Iteration 80F: 3 clusters Score -4090796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -4090798.250000 Penalty: 5200.409668
	Iteration 81Q: 3 clusters Score -4090798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4090805.500000 Penalty: 5200.409668
	Iteration 82Q: 3 clusters Score -4090806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4090803.000000 Penalty: 5200.409668
	Iteration 83Q: 3 clusters Score -4090803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -4090808.750000 Penalty: 5200.409668
	Iteration 84Q: 3 clusters Score -4090809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -4090809.250000 Penalty: 5200.409668
	Iteration 85Q: 3 clusters Score -4090809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4090803.250000 Penalty: 5200.409668
	Iteration 86Q: 3 clusters Score -4090803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4090805.000000 Penalty: 5200.409668
	Iteration 87Q: 3 clusters Score -4090805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4090810.000000 Penalty: 5200.409668
	Iteration 88Q: 3 clusters Score -4090810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -4090810.750000 Penalty: 5200.409668
	Iteration 89Q: 3 clusters Score -4090811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -4090807.750000 Penalty: 5200.409668
	Iteration 90Q: 3 clusters Score -4090808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -4090809.750000 Penalty: 5200.409668
	Iteration 91Q: 3 clusters Score -4090810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -4090805.750000 Penalty: 5200.409668
	Iteration 92Q: 3 clusters Score -4090806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -4090799.000000 Penalty: 5200.409668
	Iteration 93Q: 3 clusters Score -4090799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -4090805.750000 Penalty: 5200.409668
	Iteration 94Q: 3 clusters Score -4090806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4090808.750000 Penalty: 5200.409668
	Iteration 95Q: 3 clusters Score -4090809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4090808.750000 Penalty: 5200.409668
	Iteration 96Q: 3 clusters Score -4090809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -4090814.000000 Penalty: 5200.409668
	Iteration 97Q: 3 clusters Score -4090814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -4090818.500000 Penalty: 5200.409668
	Iteration 98Q: 3 clusters Score -4090818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4090815.250000 Penalty: 5200.409668
	Iteration 99Q: 3 clusters Score -4090815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -4090807.500000 Penalty: 5200.409668
	Iteration 100F: 3 clusters Score -4090808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4090817.750000 Penalty: 5200.409668
	Iteration 101Q: 3 clusters Score -4090818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -4090814.750000 Penalty: 5200.409668
	Iteration 102Q: 3 clusters Score -4090815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -4090815.000000 Penalty: 5200.409668
	Iteration 103Q: 3 clusters Score -4090815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -4090811.750000 Penalty: 5200.409668
	Iteration 104Q: 3 clusters Score -4090812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -4090813.000000 Penalty: 5200.409668
	Iteration 105Q: 3 clusters Score -4090813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -4090810.250000 Penalty: 5200.409668
	Iteration 106Q: 3 clusters Score -4090810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -4090814.000000 Penalty: 5200.409668
	Iteration 107Q: 3 clusters Score -4090814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -4090817.750000 Penalty: 5200.409668
	Iteration 108Q: 3 clusters Score -4090818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -4090818.000000 Penalty: 5200.409668
	Iteration 109Q: 3 clusters Score -4090818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4090818.250000 Penalty: 5200.409668
	Iteration 110Q: 3 clusters Score -4090818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4090818.250000 Penalty: 5200.409668
	Iteration 111F: 3 clusters Score -4090818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -234347.906250 Penalty: 1885.271729
	Iteration 0F: 2 clusters Score -234347.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231720.281250 Penalty: 3770.543457
	Iteration 0F: 3 clusters Score -231720.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -232162.125000 Penalty: 3770.543457
	Iteration 1F: 3 clusters Score -232162.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -232306.062500 Penalty: 3770.543457
	Iteration 2F: 3 clusters Score -232306.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -232396.312500 Penalty: 3770.543457
	Iteration 3Q: 3 clusters Score -232396.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -232454.265625 Penalty: 3770.543457
	Iteration 4Q: 3 clusters Score -232454.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -232484.781250 Penalty: 3770.543457
	Iteration 5Q: 3 clusters Score -232484.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -232504.875000 Penalty: 3770.543457
	Iteration 6Q: 3 clusters Score -232504.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -232524.359375 Penalty: 3770.543457
	Iteration 7Q: 3 clusters Score -232524.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -232537.000000 Penalty: 3770.543457
	Iteration 8Q: 3 clusters Score -232537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -232548.421875 Penalty: 3770.543457
	Iteration 9Q: 3 clusters Score -232548.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -232557.671875 Penalty: 3770.543457
	Iteration 10Q: 3 clusters Score -232557.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -232563.390625 Penalty: 3770.543457
	Iteration 11Q: 3 clusters Score -232563.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -232573.046875 Penalty: 3770.543457
	Iteration 12Q: 3 clusters Score -232573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -232578.953125 Penalty: 3770.543457
	Iteration 13Q: 3 clusters Score -232579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -232585.015625 Penalty: 3770.543457
	Iteration 14Q: 3 clusters Score -232585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -232586.296875 Penalty: 3770.543457
	Iteration 15Q: 3 clusters Score -232586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -232588.687500 Penalty: 3770.543457
	Iteration 16Q: 3 clusters Score -232588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -232591.343750 Penalty: 3770.543457
	Iteration 17Q: 3 clusters Score -232591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -232591.343750 Penalty: 3770.543457
	Iteration 18F: 3 clusters Score -232591.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Entering Unmasked Estep 
Score: -2877567.000000 Penalty: 2504.657227
	Iteration 0F: 2 clusters Score -2877567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2860791.500000 Penalty: 5009.314453
	Iteration 0F: 3 clusters Score -2860792 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2866440.750000 Penalty: 5009.314453
	Iteration 1F: 3 clusters Score -2866441 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2866914.250000 Penalty: 5009.314453
	Iteration 2F: 3 clusters Score -2866914 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2867382.250000 Penalty: 5009.314453
	Iteration 3Q: 3 clusters Score -2867382 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2867945.250000 Penalty: 5009.314453
	Iteration 4Q: 3 clusters Score -2867945 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2868640.500000 Penalty: 5009.314453
	Iteration 5F: 3 clusters Score -2868640 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2869506.250000 Penalty: 5009.314453
	Iteration 6F: 3 clusters Score -2869506 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2870433.500000 Penalty: 5009.314453
	Iteration 7F: 3 clusters Score -2870434 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2871419.000000 Penalty: 5009.314453
	Iteration 8F: 3 clusters Score -2871419 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2872312.250000 Penalty: 5009.314453
	Iteration 9F: 3 clusters Score -2872312 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2873046.500000 Penalty: 5009.314453
	Iteration 10Q: 3 clusters Score -2873046 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2873694.500000 Penalty: 5009.314453
	Iteration 11Q: 3 clusters Score -2873694 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2874329.000000 Penalty: 5009.314453
	Iteration 12Q: 3 clusters Score -2874329 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2874821.750000 Penalty: 5009.314453
	Iteration 13Q: 3 clusters Score -2874822 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2875136.500000 Penalty: 5009.314453
	Iteration 14Q: 3 clusters Score -2875136 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2875349.000000 Penalty: 5009.314453
	Iteration 15Q: 3 clusters Score -2875349 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2875520.500000 Penalty: 5009.314453
	Iteration 16Q: 3 clusters Score -2875520 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2875681.250000 Penalty: 5009.314453
	Iteration 17Q: 3 clusters Score -2875681 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2875825.250000 Penalty: 5009.314453
	Iteration 18Q: 3 clusters Score -2875825 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2875959.750000 Penalty: 5009.314453
	Iteration 19Q: 3 clusters Score -2875960 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2876067.500000 Penalty: 5009.314453
	Iteration 20F: 3 clusters Score -2876068 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2876144.500000 Penalty: 5009.314453
	Iteration 21Q: 3 clusters Score -2876144 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2876222.250000 Penalty: 5009.314453
	Iteration 22Q: 3 clusters Score -2876222 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2876270.500000 Penalty: 5009.314453
	Iteration 23Q: 3 clusters Score -2876270 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2876329.250000 Penalty: 5009.314453
	Iteration 24Q: 3 clusters Score -2876329 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2876360.250000 Penalty: 5009.314453
	Iteration 25Q: 3 clusters Score -2876360 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2876386.750000 Penalty: 5009.314453
	Iteration 26Q: 3 clusters Score -2876387 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2876416.750000 Penalty: 5009.314453
	Iteration 27Q: 3 clusters Score -2876417 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2876449.000000 Penalty: 5009.314453
	Iteration 28Q: 3 clusters Score -2876449 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2876478.000000 Penalty: 5009.314453
	Iteration 29Q: 3 clusters Score -2876478 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2876495.000000 Penalty: 5009.314453
	Iteration 30Q: 3 clusters Score -2876495 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2876510.000000 Penalty: 5009.314453
	Iteration 31Q: 3 clusters Score -2876510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2876540.000000 Penalty: 5009.314453
	Iteration 32Q: 3 clusters Score -2876540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2876538.250000 Penalty: 5009.314453
	Iteration 33Q: 3 clusters Score -2876538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2876550.500000 Penalty: 5009.314453
	Iteration 34Q: 3 clusters Score -2876550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2876555.250000 Penalty: 5009.314453
	Iteration 35Q: 3 clusters Score -2876555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2876556.500000 Penalty: 5009.314453
	Iteration 36Q: 3 clusters Score -2876556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2876563.250000 Penalty: 5009.314453
	Iteration 37Q: 3 clusters Score -2876563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2876568.750000 Penalty: 5009.314453
	Iteration 38Q: 3 clusters Score -2876569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2876580.500000 Penalty: 5009.314453
	Iteration 39Q: 3 clusters Score -2876580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2876584.000000 Penalty: 5009.314453
	Iteration 40F: 3 clusters Score -2876584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2876587.750000 Penalty: 5009.314453
	Iteration 41Q: 3 clusters Score -2876588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2876601.500000 Penalty: 5009.314453
	Iteration 42Q: 3 clusters Score -2876602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2876611.500000 Penalty: 5009.314453
	Iteration 43Q: 3 clusters Score -2876612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2876613.250000 Penalty: 5009.314453
	Iteration 44Q: 3 clusters Score -2876613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2876619.500000 Penalty: 5009.314453
	Iteration 45Q: 3 clusters Score -2876620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2876618.000000 Penalty: 5009.314453
	Iteration 46Q: 3 clusters Score -2876618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2876625.000000 Penalty: 5009.314453
	Iteration 47Q: 3 clusters Score -2876625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2876627.500000 Penalty: 5009.314453
	Iteration 48Q: 3 clusters Score -2876628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2876637.000000 Penalty: 5009.314453
	Iteration 49Q: 3 clusters Score -2876637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2876643.750000 Penalty: 5009.314453
	Iteration 50Q: 3 clusters Score -2876644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2876648.250000 Penalty: 5009.314453
	Iteration 51Q: 3 clusters Score -2876648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2876649.750000 Penalty: 5009.314453
	Iteration 52Q: 3 clusters Score -2876650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2876646.500000 Penalty: 5009.314453
	Iteration 53Q: 3 clusters Score -2876646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2876650.250000 Penalty: 5009.314453
	Iteration 54Q: 3 clusters Score -2876650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2876658.000000 Penalty: 5009.314453
	Iteration 55Q: 3 clusters Score -2876658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2876653.000000 Penalty: 5009.314453
	Iteration 56Q: 3 clusters Score -2876653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2876667.750000 Penalty: 5009.314453
	Iteration 57Q: 3 clusters Score -2876668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2876674.000000 Penalty: 5009.314453
	Iteration 58Q: 3 clusters Score -2876674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2876673.250000 Penalty: 5009.314453
	Iteration 59Q: 3 clusters Score -2876673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2876669.750000 Penalty: 5009.314453
	Iteration 60F: 3 clusters Score -2876670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2876675.250000 Penalty: 5009.314453
	Iteration 61Q: 3 clusters Score -2876675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2876673.750000 Penalty: 5009.314453
	Iteration 62Q: 3 clusters Score -2876674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2876677.250000 Penalty: 5009.314453
	Iteration 63Q: 3 clusters Score -2876677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2876681.500000 Penalty: 5009.314453
	Iteration 64Q: 3 clusters Score -2876682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2876680.500000 Penalty: 5009.314453
	Iteration 65Q: 3 clusters Score -2876680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2876680.250000 Penalty: 5009.314453
	Iteration 66Q: 3 clusters Score -2876680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2876683.000000 Penalty: 5009.314453
	Iteration 67Q: 3 clusters Score -2876683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2876683.000000 Penalty: 5009.314453
	Iteration 68Q: 3 clusters Score -2876683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2876682.750000 Penalty: 5009.314453
	Iteration 69Q: 3 clusters Score -2876683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2876679.750000 Penalty: 5009.314453
	Iteration 70Q: 3 clusters Score -2876680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2876681.250000 Penalty: 5009.314453
	Iteration 71Q: 3 clusters Score -2876681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2876680.750000 Penalty: 5009.314453
	Iteration 72Q: 3 clusters Score -2876681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2876681.000000 Penalty: 5009.314453
	Iteration 73Q: 3 clusters Score -2876681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2876679.500000 Penalty: 5009.314453
	Iteration 74Q: 3 clusters Score -2876680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2876680.250000 Penalty: 5009.314453
	Iteration 75Q: 3 clusters Score -2876680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2876676.750000 Penalty: 5009.314453
	Iteration 76Q: 3 clusters Score -2876677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2876679.000000 Penalty: 5009.314453
	Iteration 77Q: 3 clusters Score -2876679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2876674.500000 Penalty: 5009.314453
	Iteration 78Q: 3 clusters Score -2876674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2876671.250000 Penalty: 5009.314453
	Iteration 79Q: 3 clusters Score -2876671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2876676.500000 Penalty: 5009.314453
	Iteration 80F: 3 clusters Score -2876676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2876677.250000 Penalty: 5009.314453
	Iteration 81Q: 3 clusters Score -2876677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2876681.000000 Penalty: 5009.314453
	Iteration 82Q: 3 clusters Score -2876681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2876675.250000 Penalty: 5009.314453
	Iteration 83Q: 3 clusters Score -2876675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2876673.750000 Penalty: 5009.314453
	Iteration 84Q: 3 clusters Score -2876674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2876682.000000 Penalty: 5009.314453
	Iteration 85Q: 3 clusters Score -2876682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2876686.250000 Penalty: 5009.314453
	Iteration 86Q: 3 clusters Score -2876686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2876690.250000 Penalty: 5009.314453
	Iteration 87Q: 3 clusters Score -2876690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2876688.000000 Penalty: 5009.314453
	Iteration 88Q: 3 clusters Score -2876688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2876686.500000 Penalty: 5009.314453
	Iteration 89Q: 3 clusters Score -2876686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2876687.000000 Penalty: 5009.314453
	Iteration 90Q: 3 clusters Score -2876687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2876691.000000 Penalty: 5009.314453
	Iteration 91Q: 3 clusters Score -2876691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2876690.000000 Penalty: 5009.314453
	Iteration 92Q: 3 clusters Score -2876690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2876690.000000 Penalty: 5009.314453
	Iteration 93F: 3 clusters Score -2876690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Entering Unmasked Estep 
Score: -1152784.000000 Penalty: 2281.571777
	Iteration 0F: 2 clusters Score -1152784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1145251.875000 Penalty: 4563.143555
	Iteration 0F: 3 clusters Score -1145252 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1147428.375000 Penalty: 4563.143555
	Iteration 1F: 3 clusters Score -1147428 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1147672.000000 Penalty: 4563.143555
	Iteration 2F: 3 clusters Score -1147672 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1147845.375000 Penalty: 4563.143555
	Iteration 3Q: 3 clusters Score -1147845 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1147966.750000 Penalty: 4563.143555
	Iteration 4Q: 3 clusters Score -1147967 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1148096.000000 Penalty: 4563.143555
	Iteration 5Q: 3 clusters Score -1148096 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1148206.750000 Penalty: 4563.143555
	Iteration 6Q: 3 clusters Score -1148207 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1148326.375000 Penalty: 4563.143555
	Iteration 7Q: 3 clusters Score -1148326 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1148471.750000 Penalty: 4563.143555
	Iteration 8Q: 3 clusters Score -1148472 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1148677.625000 Penalty: 4563.143555
	Iteration 9Q: 3 clusters Score -1148678 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1148924.125000 Penalty: 4563.143555
	Iteration 10Q: 3 clusters Score -1148924 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1149203.250000 Penalty: 4563.143555
	Iteration 11Q: 3 clusters Score -1149203 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1149466.000000 Penalty: 4563.143555
	Iteration 12Q: 3 clusters Score -1149466 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1149710.000000 Penalty: 4563.143555
	Iteration 13Q: 3 clusters Score -1149710 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1149947.375000 Penalty: 4563.143555
	Iteration 14Q: 3 clusters Score -1149947 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1150140.000000 Penalty: 4563.143555
	Iteration 15Q: 3 clusters Score -1150140 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1150291.000000 Penalty: 4563.143555
	Iteration 16Q: 3 clusters Score -1150291 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1150404.875000 Penalty: 4563.143555
	Iteration 17Q: 3 clusters Score -1150405 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1150492.250000 Penalty: 4563.143555
	Iteration 18Q: 3 clusters Score -1150492 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1150558.500000 Penalty: 4563.143555
	Iteration 19Q: 3 clusters Score -1150558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1150593.125000 Penalty: 4563.143555
	Iteration 20F: 3 clusters Score -1150593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1150618.375000 Penalty: 4563.143555
	Iteration 21Q: 3 clusters Score -1150618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1150645.375000 Penalty: 4563.143555
	Iteration 22Q: 3 clusters Score -1150645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1150672.250000 Penalty: 4563.143555
	Iteration 23Q: 3 clusters Score -1150672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1150704.000000 Penalty: 4563.143555
	Iteration 24Q: 3 clusters Score -1150704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1150725.000000 Penalty: 4563.143555
	Iteration 25Q: 3 clusters Score -1150725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1150746.750000 Penalty: 4563.143555
	Iteration 26Q: 3 clusters Score -1150747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1150761.625000 Penalty: 4563.143555
	Iteration 27Q: 3 clusters Score -1150762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1150770.750000 Penalty: 4563.143555
	Iteration 28Q: 3 clusters Score -1150771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1150774.750000 Penalty: 4563.143555
	Iteration 29Q: 3 clusters Score -1150775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1150774.875000 Penalty: 4563.143555
	Iteration 30Q: 3 clusters Score -1150775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1150777.375000 Penalty: 4563.143555
	Iteration 31Q: 3 clusters Score -1150777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1150780.375000 Penalty: 4563.143555
	Iteration 32Q: 3 clusters Score -1150780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1150782.375000 Penalty: 4563.143555
	Iteration 33Q: 3 clusters Score -1150782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1150781.250000 Penalty: 4563.143555
	Iteration 34Q: 3 clusters Score -1150781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1150781.250000 Penalty: 4563.143555
	Iteration 35F: 3 clusters Score -1150781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Entering Unmasked Estep 
Score: -5290616.500000 Penalty: 2679.516602
	Iteration 0F: 2 clusters Score -5290616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -5257140.000000 Penalty: 5359.033203
	Iteration 0F: 3 clusters Score -5257140 nChanged 22811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -5270203.000000 Penalty: 5359.033203
	Iteration 1F: 3 clusters Score -5270203 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -5271290.500000 Penalty: 5359.033203
	Iteration 2F: 3 clusters Score -5271290 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -5272727.500000 Penalty: 5359.033203
	Iteration 3F: 3 clusters Score -5272728 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -5274514.000000 Penalty: 5359.033203
	Iteration 4F: 3 clusters Score -5274514 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -5276790.000000 Penalty: 5359.033203
	Iteration 5F: 3 clusters Score -5276790 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -5279278.500000 Penalty: 5359.033203
	Iteration 6F: 3 clusters Score -5279278 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5281737.500000 Penalty: 5359.033203
	Iteration 7F: 3 clusters Score -5281738 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -5283847.500000 Penalty: 5359.033203
	Iteration 8Q: 3 clusters Score -5283848 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5285442.000000 Penalty: 5359.033203
	Iteration 9Q: 3 clusters Score -5285442 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -5286514.500000 Penalty: 5359.033203
	Iteration 10Q: 3 clusters Score -5286514 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -5287306.500000 Penalty: 5359.033203
	Iteration 11Q: 3 clusters Score -5287306 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -5287777.000000 Penalty: 5359.033203
	Iteration 12Q: 3 clusters Score -5287777 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -5288091.000000 Penalty: 5359.033203
	Iteration 13Q: 3 clusters Score -5288091 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -5288311.500000 Penalty: 5359.033203
	Iteration 14Q: 3 clusters Score -5288312 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -5288446.500000 Penalty: 5359.033203
	Iteration 15Q: 3 clusters Score -5288446 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -5288565.500000 Penalty: 5359.033203
	Iteration 16Q: 3 clusters Score -5288566 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -5288632.500000 Penalty: 5359.033203
	Iteration 17Q: 3 clusters Score -5288632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -5288683.500000 Penalty: 5359.033203
	Iteration 18Q: 3 clusters Score -5288684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -5288735.000000 Penalty: 5359.033203
	Iteration 19Q: 3 clusters Score -5288735 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -5288768.000000 Penalty: 5359.033203
	Iteration 20F: 3 clusters Score -5288768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -5288802.000000 Penalty: 5359.033203
	Iteration 21Q: 3 clusters Score -5288802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -5288819.000000 Penalty: 5359.033203
	Iteration 22Q: 3 clusters Score -5288819 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -5288851.000000 Penalty: 5359.033203
	Iteration 23Q: 3 clusters Score -5288851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -5288898.000000 Penalty: 5359.033203
	Iteration 24Q: 3 clusters Score -5288898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -5288917.500000 Penalty: 5359.033203
	Iteration 25Q: 3 clusters Score -5288918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -5288956.000000 Penalty: 5359.033203
	Iteration 26Q: 3 clusters Score -5288956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -5288988.000000 Penalty: 5359.033203
	Iteration 27Q: 3 clusters Score -5288988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -5289014.500000 Penalty: 5359.033203
	Iteration 28Q: 3 clusters Score -5289014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -5289038.000000 Penalty: 5359.033203
	Iteration 29Q: 3 clusters Score -5289038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -5289048.000000 Penalty: 5359.033203
	Iteration 30Q: 3 clusters Score -5289048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -5289066.000000 Penalty: 5359.033203
	Iteration 31Q: 3 clusters Score -5289066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -5289074.000000 Penalty: 5359.033203
	Iteration 32Q: 3 clusters Score -5289074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -5289074.500000 Penalty: 5359.033203
	Iteration 33Q: 3 clusters Score -5289074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -5289088.500000 Penalty: 5359.033203
	Iteration 34Q: 3 clusters Score -5289088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -5289097.000000 Penalty: 5359.033203
	Iteration 35Q: 3 clusters Score -5289097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -5289112.000000 Penalty: 5359.033203
	Iteration 36Q: 3 clusters Score -5289112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -5289121.000000 Penalty: 5359.033203
	Iteration 37Q: 3 clusters Score -5289121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -5289124.000000 Penalty: 5359.033203
	Iteration 38Q: 3 clusters Score -5289124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -5289123.500000 Penalty: 5359.033203
	Iteration 39Q: 3 clusters Score -5289124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -5289124.000000 Penalty: 5359.033203
	Iteration 40F: 3 clusters Score -5289124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -5289122.000000 Penalty: 5359.033203
	Iteration 41Q: 3 clusters Score -5289122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -5289130.500000 Penalty: 5359.033203
	Iteration 42Q: 3 clusters Score -5289130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -5289125.500000 Penalty: 5359.033203
	Iteration 43Q: 3 clusters Score -5289126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -5289130.500000 Penalty: 5359.033203
	Iteration 44Q: 3 clusters Score -5289130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -5289139.500000 Penalty: 5359.033203
	Iteration 45Q: 3 clusters Score -5289140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -5289143.000000 Penalty: 5359.033203
	Iteration 46Q: 3 clusters Score -5289143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -5289154.000000 Penalty: 5359.033203
	Iteration 47Q: 3 clusters Score -5289154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -5289158.500000 Penalty: 5359.033203
	Iteration 48Q: 3 clusters Score -5289158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -5289157.000000 Penalty: 5359.033203
	Iteration 49Q: 3 clusters Score -5289157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -5289152.000000 Penalty: 5359.033203
	Iteration 50Q: 3 clusters Score -5289152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -5289147.000000 Penalty: 5359.033203
	Iteration 51Q: 3 clusters Score -5289147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -5289158.500000 Penalty: 5359.033203
	Iteration 52Q: 3 clusters Score -5289158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -5289157.500000 Penalty: 5359.033203
	Iteration 53Q: 3 clusters Score -5289158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -5289165.000000 Penalty: 5359.033203
	Iteration 54Q: 3 clusters Score -5289165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -5289161.000000 Penalty: 5359.033203
	Iteration 55Q: 3 clusters Score -5289161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -5289168.000000 Penalty: 5359.033203
	Iteration 56Q: 3 clusters Score -5289168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -5289183.000000 Penalty: 5359.033203
	Iteration 57Q: 3 clusters Score -5289183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -5289190.000000 Penalty: 5359.033203
	Iteration 58Q: 3 clusters Score -5289190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -5289192.000000 Penalty: 5359.033203
	Iteration 59Q: 3 clusters Score -5289192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -5289199.500000 Penalty: 5359.033203
	Iteration 60F: 3 clusters Score -5289200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -5289208.500000 Penalty: 5359.033203
	Iteration 61Q: 3 clusters Score -5289208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -5289209.500000 Penalty: 5359.033203
	Iteration 62Q: 3 clusters Score -5289210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -5289216.500000 Penalty: 5359.033203
	Iteration 63Q: 3 clusters Score -5289216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -5289222.500000 Penalty: 5359.033203
	Iteration 64Q: 3 clusters Score -5289222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -5289234.000000 Penalty: 5359.033203
	Iteration 65Q: 3 clusters Score -5289234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -5289232.500000 Penalty: 5359.033203
	Iteration 66Q: 3 clusters Score -5289232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -5289238.000000 Penalty: 5359.033203
	Iteration 67Q: 3 clusters Score -5289238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -5289247.500000 Penalty: 5359.033203
	Iteration 68Q: 3 clusters Score -5289248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -5289257.000000 Penalty: 5359.033203
	Iteration 69Q: 3 clusters Score -5289257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -5289270.500000 Penalty: 5359.033203
	Iteration 70Q: 3 clusters Score -5289270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -5289279.500000 Penalty: 5359.033203
	Iteration 71Q: 3 clusters Score -5289280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -5289281.000000 Penalty: 5359.033203
	Iteration 72Q: 3 clusters Score -5289281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -5289300.000000 Penalty: 5359.033203
	Iteration 73Q: 3 clusters Score -5289300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -5289311.000000 Penalty: 5359.033203
	Iteration 74Q: 3 clusters Score -5289311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -5289325.000000 Penalty: 5359.033203
	Iteration 75Q: 3 clusters Score -5289325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -5289339.000000 Penalty: 5359.033203
	Iteration 76Q: 3 clusters Score -5289339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -5289335.000000 Penalty: 5359.033203
	Iteration 77Q: 3 clusters Score -5289335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -5289347.500000 Penalty: 5359.033203
	Iteration 78Q: 3 clusters Score -5289348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -5289355.500000 Penalty: 5359.033203
	Iteration 79Q: 3 clusters Score -5289356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -5289348.500000 Penalty: 5359.033203
	Iteration 80F: 3 clusters Score -5289348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -5289344.500000 Penalty: 5359.033203
	Iteration 81Q: 3 clusters Score -5289344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -5289351.500000 Penalty: 5359.033203
	Iteration 82Q: 3 clusters Score -5289352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -5289355.000000 Penalty: 5359.033203
	Iteration 83Q: 3 clusters Score -5289355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -5289354.500000 Penalty: 5359.033203
	Iteration 84Q: 3 clusters Score -5289354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -5289351.000000 Penalty: 5359.033203
	Iteration 85Q: 3 clusters Score -5289351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -5289364.000000 Penalty: 5359.033203
	Iteration 86Q: 3 clusters Score -5289364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -5289364.500000 Penalty: 5359.033203
	Iteration 87Q: 3 clusters Score -5289364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -5289365.000000 Penalty: 5359.033203
	Iteration 88Q: 3 clusters Score -5289365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -5289366.500000 Penalty: 5359.033203
	Iteration 89Q: 3 clusters Score -5289366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -5289369.000000 Penalty: 5359.033203
	Iteration 90Q: 3 clusters Score -5289369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -5289362.000000 Penalty: 5359.033203
	Iteration 91Q: 3 clusters Score -5289362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -5289360.500000 Penalty: 5359.033203
	Iteration 92Q: 3 clusters Score -5289360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -5289364.000000 Penalty: 5359.033203
	Iteration 93Q: 3 clusters Score -5289364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -5289367.000000 Penalty: 5359.033203
	Iteration 94Q: 3 clusters Score -5289367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -5289368.500000 Penalty: 5359.033203
	Iteration 95Q: 3 clusters Score -5289368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -5289369.000000 Penalty: 5359.033203
	Iteration 96Q: 3 clusters Score -5289369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -5289366.000000 Penalty: 5359.033203
	Iteration 97Q: 3 clusters Score -5289366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -5289367.000000 Penalty: 5359.033203
	Iteration 98Q: 3 clusters Score -5289367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -5289367.000000 Penalty: 5359.033203
	Iteration 99F: 3 clusters Score -5289367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Entering Unmasked Estep 
Score: -407267.937500 Penalty: 2029.274658
	Iteration 0F: 2 clusters Score -407267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -403649.687500 Penalty: 4058.549316
	Iteration 0F: 3 clusters Score -403649.7 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -404421.218750 Penalty: 4058.549316
	Iteration 1F: 3 clusters Score -404421.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -404660.093750 Penalty: 4058.549316
	Iteration 2F: 3 clusters Score -404660.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -404896.156250 Penalty: 4058.549316
	Iteration 3F: 3 clusters Score -404896.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -405168.375000 Penalty: 4058.549316
	Iteration 4F: 3 clusters Score -405168.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -405484.812500 Penalty: 4058.549316
	Iteration 5F: 3 clusters Score -405484.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -405727.875000 Penalty: 4058.549316
	Iteration 6F: 3 clusters Score -405727.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -405892.156250 Penalty: 4058.549316
	Iteration 7Q: 3 clusters Score -405892.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -405996.468750 Penalty: 4058.549316
	Iteration 8Q: 3 clusters Score -405996.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -406056.062500 Penalty: 4058.549316
	Iteration 9Q: 3 clusters Score -406056.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -406078.031250 Penalty: 4058.549316
	Iteration 10Q: 3 clusters Score -406078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -406092.781250 Penalty: 4058.549316
	Iteration 11Q: 3 clusters Score -406092.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -406105.125000 Penalty: 4058.549316
	Iteration 12Q: 3 clusters Score -406105.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -406109.468750 Penalty: 4058.549316
	Iteration 13Q: 3 clusters Score -406109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -406114.375000 Penalty: 4058.549316
	Iteration 14Q: 3 clusters Score -406114.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -406117.781250 Penalty: 4058.549316
	Iteration 15Q: 3 clusters Score -406117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -406120.656250 Penalty: 4058.549316
	Iteration 16Q: 3 clusters Score -406120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -406121.875000 Penalty: 4058.549316
	Iteration 17Q: 3 clusters Score -406121.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -406121.875000 Penalty: 4058.549316
	Iteration 18F: 3 clusters Score -406121.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Entering Unmasked Estep 
Score: -3125128.500000 Penalty: 2532.521484
	Iteration 0F: 2 clusters Score -3125128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3106280.000000 Penalty: 5065.042969
	Iteration 0F: 3 clusters Score -3106280 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3113086.500000 Penalty: 5065.042969
	Iteration 1F: 3 clusters Score -3113086 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3113730.750000 Penalty: 5065.042969
	Iteration 2F: 3 clusters Score -3113731 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3114543.000000 Penalty: 5065.042969
	Iteration 3F: 3 clusters Score -3114543 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3115512.250000 Penalty: 5065.042969
	Iteration 4F: 3 clusters Score -3115512 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3116760.750000 Penalty: 5065.042969
	Iteration 5F: 3 clusters Score -3116761 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3118311.750000 Penalty: 5065.042969
	Iteration 6F: 3 clusters Score -3118312 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3119984.500000 Penalty: 5065.042969
	Iteration 7F: 3 clusters Score -3119984 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3121314.250000 Penalty: 5065.042969
	Iteration 8F: 3 clusters Score -3121314 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3122400.250000 Penalty: 5065.042969
	Iteration 9Q: 3 clusters Score -3122400 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3123093.750000 Penalty: 5065.042969
	Iteration 10Q: 3 clusters Score -3123094 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3123440.000000 Penalty: 5065.042969
	Iteration 11Q: 3 clusters Score -3123440 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3123583.750000 Penalty: 5065.042969
	Iteration 12Q: 3 clusters Score -3123584 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3123641.500000 Penalty: 5065.042969
	Iteration 13Q: 3 clusters Score -3123642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3123681.000000 Penalty: 5065.042969
	Iteration 14Q: 3 clusters Score -3123681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3123705.500000 Penalty: 5065.042969
	Iteration 15Q: 3 clusters Score -3123706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3123733.250000 Penalty: 5065.042969
	Iteration 16Q: 3 clusters Score -3123733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3123758.000000 Penalty: 5065.042969
	Iteration 17Q: 3 clusters Score -3123758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3123762.500000 Penalty: 5065.042969
	Iteration 18Q: 3 clusters Score -3123762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3123760.750000 Penalty: 5065.042969
	Iteration 19Q: 3 clusters Score -3123761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3123766.500000 Penalty: 5065.042969
	Iteration 20F: 3 clusters Score -3123766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3123765.250000 Penalty: 5065.042969
	Iteration 21Q: 3 clusters Score -3123765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3123777.500000 Penalty: 5065.042969
	Iteration 22Q: 3 clusters Score -3123778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -3123782.250000 Penalty: 5065.042969
	Iteration 23Q: 3 clusters Score -3123782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3123782.750000 Penalty: 5065.042969
	Iteration 24Q: 3 clusters Score -3123783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3123784.750000 Penalty: 5065.042969
	Iteration 25Q: 3 clusters Score -3123785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3123782.750000 Penalty: 5065.042969
	Iteration 26Q: 3 clusters Score -3123783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -3123790.000000 Penalty: 5065.042969
	Iteration 27Q: 3 clusters Score -3123790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3123788.250000 Penalty: 5065.042969
	Iteration 28Q: 3 clusters Score -3123788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3123788.250000 Penalty: 5065.042969
	Iteration 29F: 3 clusters Score -3123788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -1254498.375000 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -1254498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1246312.000000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1246312 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1248864.875000 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1248865 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1249440.625000 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1249441 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1250077.250000 Penalty: 4607.373047
	Iteration 3F: 3 clusters Score -1250077 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1250587.250000 Penalty: 4607.373047
	Iteration 4F: 3 clusters Score -1250587 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1250926.125000 Penalty: 4607.373047
	Iteration 5F: 3 clusters Score -1250926 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1251184.750000 Penalty: 4607.373047
	Iteration 6Q: 3 clusters Score -1251185 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1251367.375000 Penalty: 4607.373047
	Iteration 7Q: 3 clusters Score -1251367 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1251499.750000 Penalty: 4607.373047
	Iteration 8Q: 3 clusters Score -1251500 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1251594.875000 Penalty: 4607.373047
	Iteration 9Q: 3 clusters Score -1251595 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1251662.875000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -1251663 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1251725.375000 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -1251725 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1251771.250000 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -1251771 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1251804.500000 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -1251804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1251826.625000 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -1251827 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1251847.125000 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -1251847 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1251858.125000 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -1251858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1251867.750000 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -1251868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1251868.875000 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -1251869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1251874.000000 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -1251874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1251877.875000 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -1251878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1251878.750000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -1251879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1251881.500000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -1251882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1251879.375000 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -1251879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1251881.625000 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -1251882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1251885.500000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -1251886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1251888.750000 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -1251889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1251889.000000 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -1251889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1251890.250000 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -1251890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1251893.875000 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -1251894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1251900.625000 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -1251901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1251899.250000 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -1251899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1251900.750000 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -1251901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1251899.125000 Penalty: 4607.373047
	Iteration 33Q: 3 clusters Score -1251899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1251905.375000 Penalty: 4607.373047
	Iteration 34Q: 3 clusters Score -1251905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1251907.625000 Penalty: 4607.373047
	Iteration 35Q: 3 clusters Score -1251908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1251909.125000 Penalty: 4607.373047
	Iteration 36Q: 3 clusters Score -1251909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1251912.125000 Penalty: 4607.373047
	Iteration 37Q: 3 clusters Score -1251912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1251912.125000 Penalty: 4607.373047
	Iteration 38F: 3 clusters Score -1251912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -769235.812500 Penalty: 2174.837891
	Iteration 0F: 2 clusters Score -769235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -763814.937500 Penalty: 4349.675781
	Iteration 0F: 3 clusters Score -763814.9 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -765180.125000 Penalty: 4349.675781
	Iteration 1F: 3 clusters Score -765180.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -765390.062500 Penalty: 4349.675781
	Iteration 2F: 3 clusters Score -765390.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -765517.250000 Penalty: 4349.675781
	Iteration 3Q: 3 clusters Score -765517.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -765609.375000 Penalty: 4349.675781
	Iteration 4Q: 3 clusters Score -765609.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -765688.500000 Penalty: 4349.675781
	Iteration 5Q: 3 clusters Score -765688.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -765758.437500 Penalty: 4349.675781
	Iteration 6Q: 3 clusters Score -765758.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -765823.250000 Penalty: 4349.675781
	Iteration 7Q: 3 clusters Score -765823.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -765889.375000 Penalty: 4349.675781
	Iteration 8Q: 3 clusters Score -765889.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -765964.000000 Penalty: 4349.675781
	Iteration 9Q: 3 clusters Score -765964 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -766041.625000 Penalty: 4349.675781
	Iteration 10Q: 3 clusters Score -766041.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -766131.687500 Penalty: 4349.675781
	Iteration 11Q: 3 clusters Score -766131.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -766232.125000 Penalty: 4349.675781
	Iteration 12Q: 3 clusters Score -766232.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -766344.687500 Penalty: 4349.675781
	Iteration 13Q: 3 clusters Score -766344.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -766445.812500 Penalty: 4349.675781
	Iteration 14Q: 3 clusters Score -766445.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -766547.687500 Penalty: 4349.675781
	Iteration 15Q: 3 clusters Score -766547.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -766647.062500 Penalty: 4349.675781
	Iteration 16Q: 3 clusters Score -766647.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -766745.125000 Penalty: 4349.675781
	Iteration 17Q: 3 clusters Score -766745.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -766830.187500 Penalty: 4349.675781
	Iteration 18Q: 3 clusters Score -766830.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -766914.937500 Penalty: 4349.675781
	Iteration 19Q: 3 clusters Score -766914.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -766982.375000 Penalty: 4349.675781
	Iteration 20F: 3 clusters Score -766982.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -767042.750000 Penalty: 4349.675781
	Iteration 21Q: 3 clusters Score -767042.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -767105.500000 Penalty: 4349.675781
	Iteration 22Q: 3 clusters Score -767105.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -767160.687500 Penalty: 4349.675781
	Iteration 23Q: 3 clusters Score -767160.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -767182.625000 Penalty: 4349.675781
	Iteration 24Q: 3 clusters Score -767182.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -767206.187500 Penalty: 4349.675781
	Iteration 25Q: 3 clusters Score -767206.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -767222.562500 Penalty: 4349.675781
	Iteration 26Q: 3 clusters Score -767222.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -767236.250000 Penalty: 4349.675781
	Iteration 27Q: 3 clusters Score -767236.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -767250.125000 Penalty: 4349.675781
	Iteration 28Q: 3 clusters Score -767250.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -767260.750000 Penalty: 4349.675781
	Iteration 29Q: 3 clusters Score -767260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -767270.750000 Penalty: 4349.675781
	Iteration 30Q: 3 clusters Score -767270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -767277.750000 Penalty: 4349.675781
	Iteration 31Q: 3 clusters Score -767277.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -767288.000000 Penalty: 4349.675781
	Iteration 32Q: 3 clusters Score -767288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -767294.750000 Penalty: 4349.675781
	Iteration 33Q: 3 clusters Score -767294.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -767301.250000 Penalty: 4349.675781
	Iteration 34Q: 3 clusters Score -767301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -767307.750000 Penalty: 4349.675781
	Iteration 35Q: 3 clusters Score -767307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -767309.250000 Penalty: 4349.675781
	Iteration 36Q: 3 clusters Score -767309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -767311.625000 Penalty: 4349.675781
	Iteration 37Q: 3 clusters Score -767311.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -767311.625000 Penalty: 4349.675781
	Iteration 38F: 3 clusters Score -767311.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -38783.472656 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -38783.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37522.816406 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -37522.82 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37800.757812 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -37800.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37964.417969 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -37964.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38124.390625 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -38124.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38170.652344 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -38170.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38244.394531 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -38244.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38336.777344 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -38336.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38363.734375 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -38363.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38385.054688 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -38385.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38392.699219 Penalty: 2929.059326
	Iteration 9Q: 3 clusters Score -38392.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38405.234375 Penalty: 2929.059326
	Iteration 10Q: 3 clusters Score -38405.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38414.039062 Penalty: 2929.059326
	Iteration 11Q: 3 clusters Score -38414.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38430.523438 Penalty: 2929.059326
	Iteration 12Q: 3 clusters Score -38430.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38453.613281 Penalty: 2929.059326
	Iteration 13Q: 3 clusters Score -38453.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38460.085938 Penalty: 2929.059326
	Iteration 14Q: 3 clusters Score -38460.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38461.324219 Penalty: 2929.059326
	Iteration 15F: 3 clusters Score -38461.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38487.046875 Penalty: 2929.059326
	Iteration 16Q: 3 clusters Score -38487.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38487.046875 Penalty: 2929.059326
	Iteration 17F: 3 clusters Score -38487.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Entering Unmasked Estep 
Score: -1991131.875000 Penalty: 2413.223389
	Iteration 0F: 2 clusters Score -1991132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1979179.750000 Penalty: 4826.446777
	Iteration 0F: 3 clusters Score -1979180 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1983016.625000 Penalty: 4826.446777
	Iteration 1F: 3 clusters Score -1983017 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1983394.875000 Penalty: 4826.446777
	Iteration 2F: 3 clusters Score -1983395 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1983745.000000 Penalty: 4826.446777
	Iteration 3Q: 3 clusters Score -1983745 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1984101.500000 Penalty: 4826.446777
	Iteration 4Q: 3 clusters Score -1984102 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1984554.250000 Penalty: 4826.446777
	Iteration 5Q: 3 clusters Score -1984554 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1985132.000000 Penalty: 4826.446777
	Iteration 6F: 3 clusters Score -1985132 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1985849.250000 Penalty: 4826.446777
	Iteration 7F: 3 clusters Score -1985849 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1986694.875000 Penalty: 4826.446777
	Iteration 8F: 3 clusters Score -1986695 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1987452.750000 Penalty: 4826.446777
	Iteration 9F: 3 clusters Score -1987453 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1988067.625000 Penalty: 4826.446777
	Iteration 10Q: 3 clusters Score -1988068 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1988420.000000 Penalty: 4826.446777
	Iteration 11Q: 3 clusters Score -1988420 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1988657.375000 Penalty: 4826.446777
	Iteration 12Q: 3 clusters Score -1988657 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1988814.375000 Penalty: 4826.446777
	Iteration 13Q: 3 clusters Score -1988814 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1988926.375000 Penalty: 4826.446777
	Iteration 14Q: 3 clusters Score -1988926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1989001.125000 Penalty: 4826.446777
	Iteration 15Q: 3 clusters Score -1989001 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1989058.500000 Penalty: 4826.446777
	Iteration 16Q: 3 clusters Score -1989058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1989095.250000 Penalty: 4826.446777
	Iteration 17Q: 3 clusters Score -1989095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1989133.750000 Penalty: 4826.446777
	Iteration 18Q: 3 clusters Score -1989134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1989159.750000 Penalty: 4826.446777
	Iteration 19Q: 3 clusters Score -1989160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1989177.625000 Penalty: 4826.446777
	Iteration 20F: 3 clusters Score -1989178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1989188.750000 Penalty: 4826.446777
	Iteration 21Q: 3 clusters Score -1989189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1989201.125000 Penalty: 4826.446777
	Iteration 22Q: 3 clusters Score -1989201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1989200.375000 Penalty: 4826.446777
	Iteration 23Q: 3 clusters Score -1989200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1989206.125000 Penalty: 4826.446777
	Iteration 24Q: 3 clusters Score -1989206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1989214.875000 Penalty: 4826.446777
	Iteration 25Q: 3 clusters Score -1989215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1989214.750000 Penalty: 4826.446777
	Iteration 26Q: 3 clusters Score -1989215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1989214.375000 Penalty: 4826.446777
	Iteration 27Q: 3 clusters Score -1989214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1989219.375000 Penalty: 4826.446777
	Iteration 28Q: 3 clusters Score -1989219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1989217.375000 Penalty: 4826.446777
	Iteration 29Q: 3 clusters Score -1989217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1989217.125000 Penalty: 4826.446777
	Iteration 30Q: 3 clusters Score -1989217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1989219.250000 Penalty: 4826.446777
	Iteration 31Q: 3 clusters Score -1989219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1989219.500000 Penalty: 4826.446777
	Iteration 32Q: 3 clusters Score -1989220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1989219.500000 Penalty: 4826.446777
	Iteration 33F: 3 clusters Score -1989220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Entering Unmasked Estep 
Score: -2558180.500000 Penalty: 2481.476562
	Iteration 0F: 2 clusters Score -2558180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2542662.250000 Penalty: 4962.953125
	Iteration 0F: 3 clusters Score -2542662 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2548075.000000 Penalty: 4962.953125
	Iteration 1F: 3 clusters Score -2548075 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2548647.000000 Penalty: 4962.953125
	Iteration 2F: 3 clusters Score -2548647 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2549206.500000 Penalty: 4962.953125
	Iteration 3F: 3 clusters Score -2549206 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2549773.500000 Penalty: 4962.953125
	Iteration 4F: 3 clusters Score -2549774 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2550309.250000 Penalty: 4962.953125
	Iteration 5F: 3 clusters Score -2550309 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2550790.000000 Penalty: 4962.953125
	Iteration 6Q: 3 clusters Score -2550790 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2551230.000000 Penalty: 4962.953125
	Iteration 7Q: 3 clusters Score -2551230 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2551587.000000 Penalty: 4962.953125
	Iteration 8Q: 3 clusters Score -2551587 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2551911.750000 Penalty: 4962.953125
	Iteration 9Q: 3 clusters Score -2551912 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2552143.250000 Penalty: 4962.953125
	Iteration 10Q: 3 clusters Score -2552143 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2552350.750000 Penalty: 4962.953125
	Iteration 11Q: 3 clusters Score -2552351 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2552588.250000 Penalty: 4962.953125
	Iteration 12Q: 3 clusters Score -2552588 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2552824.750000 Penalty: 4962.953125
	Iteration 13Q: 3 clusters Score -2552825 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2553074.000000 Penalty: 4962.953125
	Iteration 14Q: 3 clusters Score -2553074 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2553323.000000 Penalty: 4962.953125
	Iteration 15Q: 3 clusters Score -2553323 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2553539.750000 Penalty: 4962.953125
	Iteration 16Q: 3 clusters Score -2553540 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2553720.750000 Penalty: 4962.953125
	Iteration 17Q: 3 clusters Score -2553721 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2553854.250000 Penalty: 4962.953125
	Iteration 18Q: 3 clusters Score -2553854 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2553961.000000 Penalty: 4962.953125
	Iteration 19Q: 3 clusters Score -2553961 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2554036.000000 Penalty: 4962.953125
	Iteration 20F: 3 clusters Score -2554036 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2554090.500000 Penalty: 4962.953125
	Iteration 21Q: 3 clusters Score -2554090 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2554124.250000 Penalty: 4962.953125
	Iteration 22Q: 3 clusters Score -2554124 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2554170.000000 Penalty: 4962.953125
	Iteration 23Q: 3 clusters Score -2554170 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2554200.250000 Penalty: 4962.953125
	Iteration 24Q: 3 clusters Score -2554200 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2554229.250000 Penalty: 4962.953125
	Iteration 25Q: 3 clusters Score -2554229 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2554285.750000 Penalty: 4962.953125
	Iteration 26Q: 3 clusters Score -2554286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2554327.500000 Penalty: 4962.953125
	Iteration 27Q: 3 clusters Score -2554328 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2554366.000000 Penalty: 4962.953125
	Iteration 28Q: 3 clusters Score -2554366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2554411.250000 Penalty: 4962.953125
	Iteration 29Q: 3 clusters Score -2554411 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2554470.750000 Penalty: 4962.953125
	Iteration 30Q: 3 clusters Score -2554471 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2554504.000000 Penalty: 4962.953125
	Iteration 31Q: 3 clusters Score -2554504 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2554567.750000 Penalty: 4962.953125
	Iteration 32Q: 3 clusters Score -2554568 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2554613.500000 Penalty: 4962.953125
	Iteration 33Q: 3 clusters Score -2554614 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2554661.500000 Penalty: 4962.953125
	Iteration 34Q: 3 clusters Score -2554662 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2554698.750000 Penalty: 4962.953125
	Iteration 35Q: 3 clusters Score -2554699 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2554737.000000 Penalty: 4962.953125
	Iteration 36Q: 3 clusters Score -2554737 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2554780.750000 Penalty: 4962.953125
	Iteration 37Q: 3 clusters Score -2554781 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2554817.500000 Penalty: 4962.953125
	Iteration 38Q: 3 clusters Score -2554818 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2554850.500000 Penalty: 4962.953125
	Iteration 39Q: 3 clusters Score -2554850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2554881.750000 Penalty: 4962.953125
	Iteration 40F: 3 clusters Score -2554882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2554920.500000 Penalty: 4962.953125
	Iteration 41Q: 3 clusters Score -2554920 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2554958.000000 Penalty: 4962.953125
	Iteration 42Q: 3 clusters Score -2554958 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2554993.750000 Penalty: 4962.953125
	Iteration 43Q: 3 clusters Score -2554994 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2555059.750000 Penalty: 4962.953125
	Iteration 44Q: 3 clusters Score -2555060 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2555125.750000 Penalty: 4962.953125
	Iteration 45Q: 3 clusters Score -2555126 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2555201.750000 Penalty: 4962.953125
	Iteration 46Q: 3 clusters Score -2555202 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2555285.000000 Penalty: 4962.953125
	Iteration 47Q: 3 clusters Score -2555285 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2555355.750000 Penalty: 4962.953125
	Iteration 48Q: 3 clusters Score -2555356 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2555439.500000 Penalty: 4962.953125
	Iteration 49Q: 3 clusters Score -2555440 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2555532.750000 Penalty: 4962.953125
	Iteration 50Q: 3 clusters Score -2555533 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2555600.000000 Penalty: 4962.953125
	Iteration 51Q: 3 clusters Score -2555600 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2555683.500000 Penalty: 4962.953125
	Iteration 52Q: 3 clusters Score -2555684 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2555774.000000 Penalty: 4962.953125
	Iteration 53Q: 3 clusters Score -2555774 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2555881.000000 Penalty: 4962.953125
	Iteration 54Q: 3 clusters Score -2555881 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2555981.750000 Penalty: 4962.953125
	Iteration 55Q: 3 clusters Score -2555982 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2556065.750000 Penalty: 4962.953125
	Iteration 56Q: 3 clusters Score -2556066 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2556142.500000 Penalty: 4962.953125
	Iteration 57Q: 3 clusters Score -2556142 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2556212.250000 Penalty: 4962.953125
	Iteration 58Q: 3 clusters Score -2556212 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2556283.500000 Penalty: 4962.953125
	Iteration 59Q: 3 clusters Score -2556284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2556325.250000 Penalty: 4962.953125
	Iteration 60F: 3 clusters Score -2556325 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2556367.250000 Penalty: 4962.953125
	Iteration 61Q: 3 clusters Score -2556367 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2556411.000000 Penalty: 4962.953125
	Iteration 62Q: 3 clusters Score -2556411 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2556429.750000 Penalty: 4962.953125
	Iteration 63Q: 3 clusters Score -2556430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2556449.250000 Penalty: 4962.953125
	Iteration 64Q: 3 clusters Score -2556449 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2556466.250000 Penalty: 4962.953125
	Iteration 65Q: 3 clusters Score -2556466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2556476.750000 Penalty: 4962.953125
	Iteration 66Q: 3 clusters Score -2556477 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2556502.000000 Penalty: 4962.953125
	Iteration 67Q: 3 clusters Score -2556502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2556517.750000 Penalty: 4962.953125
	Iteration 68Q: 3 clusters Score -2556518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2556525.250000 Penalty: 4962.953125
	Iteration 69Q: 3 clusters Score -2556525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2556531.500000 Penalty: 4962.953125
	Iteration 70Q: 3 clusters Score -2556532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2556540.000000 Penalty: 4962.953125
	Iteration 71Q: 3 clusters Score -2556540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2556545.250000 Penalty: 4962.953125
	Iteration 72Q: 3 clusters Score -2556545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2556550.250000 Penalty: 4962.953125
	Iteration 73Q: 3 clusters Score -2556550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2556559.750000 Penalty: 4962.953125
	Iteration 74Q: 3 clusters Score -2556560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2556569.000000 Penalty: 4962.953125
	Iteration 75Q: 3 clusters Score -2556569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2556570.250000 Penalty: 4962.953125
	Iteration 76Q: 3 clusters Score -2556570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2556576.250000 Penalty: 4962.953125
	Iteration 77Q: 3 clusters Score -2556576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2556583.500000 Penalty: 4962.953125
	Iteration 78Q: 3 clusters Score -2556584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2556585.000000 Penalty: 4962.953125
	Iteration 79Q: 3 clusters Score -2556585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2556586.250000 Penalty: 4962.953125
	Iteration 80F: 3 clusters Score -2556586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2556585.750000 Penalty: 4962.953125
	Iteration 81Q: 3 clusters Score -2556586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2556590.250000 Penalty: 4962.953125
	Iteration 82Q: 3 clusters Score -2556590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2556598.500000 Penalty: 4962.953125
	Iteration 83Q: 3 clusters Score -2556598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2556590.750000 Penalty: 4962.953125
	Iteration 84Q: 3 clusters Score -2556591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2556599.000000 Penalty: 4962.953125
	Iteration 85Q: 3 clusters Score -2556599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2556600.250000 Penalty: 4962.953125
	Iteration 86Q: 3 clusters Score -2556600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2556600.250000 Penalty: 4962.953125
	Iteration 87F: 3 clusters Score -2556600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Entering Unmasked Estep 
Score: -1934398.250000 Penalty: 2440.151855
	Iteration 0F: 2 clusters Score -1934398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1921128.125000 Penalty: 4880.303711
	Iteration 0F: 3 clusters Score -1921128 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1925743.125000 Penalty: 4880.303711
	Iteration 1F: 3 clusters Score -1925743 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1926554.250000 Penalty: 4880.303711
	Iteration 2F: 3 clusters Score -1926554 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1927366.500000 Penalty: 4880.303711
	Iteration 3F: 3 clusters Score -1927366 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1928272.375000 Penalty: 4880.303711
	Iteration 4F: 3 clusters Score -1928272 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1929155.625000 Penalty: 4880.303711
	Iteration 5F: 3 clusters Score -1929156 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1929874.250000 Penalty: 4880.303711
	Iteration 6F: 3 clusters Score -1929874 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1930401.500000 Penalty: 4880.303711
	Iteration 7Q: 3 clusters Score -1930402 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1930791.000000 Penalty: 4880.303711
	Iteration 8Q: 3 clusters Score -1930791 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1931096.375000 Penalty: 4880.303711
	Iteration 9Q: 3 clusters Score -1931096 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1931314.625000 Penalty: 4880.303711
	Iteration 10Q: 3 clusters Score -1931315 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1931513.250000 Penalty: 4880.303711
	Iteration 11Q: 3 clusters Score -1931513 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1931660.000000 Penalty: 4880.303711
	Iteration 12Q: 3 clusters Score -1931660 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1931784.000000 Penalty: 4880.303711
	Iteration 13Q: 3 clusters Score -1931784 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1931897.625000 Penalty: 4880.303711
	Iteration 14Q: 3 clusters Score -1931898 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1932000.125000 Penalty: 4880.303711
	Iteration 15Q: 3 clusters Score -1932000 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1932114.875000 Penalty: 4880.303711
	Iteration 16Q: 3 clusters Score -1932115 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1932226.750000 Penalty: 4880.303711
	Iteration 17Q: 3 clusters Score -1932227 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1932315.125000 Penalty: 4880.303711
	Iteration 18Q: 3 clusters Score -1932315 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1932408.375000 Penalty: 4880.303711
	Iteration 19Q: 3 clusters Score -1932408 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1932520.750000 Penalty: 4880.303711
	Iteration 20F: 3 clusters Score -1932521 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1932616.875000 Penalty: 4880.303711
	Iteration 21Q: 3 clusters Score -1932617 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1932699.000000 Penalty: 4880.303711
	Iteration 22Q: 3 clusters Score -1932699 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1932785.500000 Penalty: 4880.303711
	Iteration 23Q: 3 clusters Score -1932786 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1932860.750000 Penalty: 4880.303711
	Iteration 24Q: 3 clusters Score -1932861 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1932929.750000 Penalty: 4880.303711
	Iteration 25Q: 3 clusters Score -1932930 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1933012.375000 Penalty: 4880.303711
	Iteration 26Q: 3 clusters Score -1933012 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1933090.750000 Penalty: 4880.303711
	Iteration 27Q: 3 clusters Score -1933091 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1933169.125000 Penalty: 4880.303711
	Iteration 28Q: 3 clusters Score -1933169 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1933232.875000 Penalty: 4880.303711
	Iteration 29Q: 3 clusters Score -1933233 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1933286.250000 Penalty: 4880.303711
	Iteration 30Q: 3 clusters Score -1933286 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1933335.375000 Penalty: 4880.303711
	Iteration 31Q: 3 clusters Score -1933335 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1933394.125000 Penalty: 4880.303711
	Iteration 32Q: 3 clusters Score -1933394 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1933438.000000 Penalty: 4880.303711
	Iteration 33Q: 3 clusters Score -1933438 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1933488.250000 Penalty: 4880.303711
	Iteration 34Q: 3 clusters Score -1933488 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1933536.500000 Penalty: 4880.303711
	Iteration 35Q: 3 clusters Score -1933536 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1933603.125000 Penalty: 4880.303711
	Iteration 36Q: 3 clusters Score -1933603 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1933650.250000 Penalty: 4880.303711
	Iteration 37Q: 3 clusters Score -1933650 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1933693.000000 Penalty: 4880.303711
	Iteration 38Q: 3 clusters Score -1933693 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1933726.375000 Penalty: 4880.303711
	Iteration 39Q: 3 clusters Score -1933726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1933761.625000 Penalty: 4880.303711
	Iteration 40F: 3 clusters Score -1933762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1933780.375000 Penalty: 4880.303711
	Iteration 41Q: 3 clusters Score -1933780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1933793.375000 Penalty: 4880.303711
	Iteration 42Q: 3 clusters Score -1933793 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1933809.250000 Penalty: 4880.303711
	Iteration 43Q: 3 clusters Score -1933809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1933829.250000 Penalty: 4880.303711
	Iteration 44Q: 3 clusters Score -1933829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1933842.000000 Penalty: 4880.303711
	Iteration 45Q: 3 clusters Score -1933842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1933855.875000 Penalty: 4880.303711
	Iteration 46Q: 3 clusters Score -1933856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1933865.750000 Penalty: 4880.303711
	Iteration 47Q: 3 clusters Score -1933866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1933877.000000 Penalty: 4880.303711
	Iteration 48Q: 3 clusters Score -1933877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1933892.750000 Penalty: 4880.303711
	Iteration 49Q: 3 clusters Score -1933893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1933890.375000 Penalty: 4880.303711
	Iteration 50Q: 3 clusters Score -1933890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1933903.375000 Penalty: 4880.303711
	Iteration 51Q: 3 clusters Score -1933903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1933910.125000 Penalty: 4880.303711
	Iteration 52Q: 3 clusters Score -1933910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1933913.500000 Penalty: 4880.303711
	Iteration 53Q: 3 clusters Score -1933914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1933921.500000 Penalty: 4880.303711
	Iteration 54Q: 3 clusters Score -1933922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1933923.000000 Penalty: 4880.303711
	Iteration 55Q: 3 clusters Score -1933923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1933931.250000 Penalty: 4880.303711
	Iteration 56Q: 3 clusters Score -1933931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1933940.250000 Penalty: 4880.303711
	Iteration 57Q: 3 clusters Score -1933940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1933943.250000 Penalty: 4880.303711
	Iteration 58Q: 3 clusters Score -1933943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1933949.000000 Penalty: 4880.303711
	Iteration 59Q: 3 clusters Score -1933949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1933948.000000 Penalty: 4880.303711
	Iteration 60F: 3 clusters Score -1933948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1933952.750000 Penalty: 4880.303711
	Iteration 61Q: 3 clusters Score -1933953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1933956.625000 Penalty: 4880.303711
	Iteration 62Q: 3 clusters Score -1933957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1933956.500000 Penalty: 4880.303711
	Iteration 63Q: 3 clusters Score -1933956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1933957.500000 Penalty: 4880.303711
	Iteration 64Q: 3 clusters Score -1933958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1933958.000000 Penalty: 4880.303711
	Iteration 65Q: 3 clusters Score -1933958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1933958.125000 Penalty: 4880.303711
	Iteration 66Q: 3 clusters Score -1933958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1933960.250000 Penalty: 4880.303711
	Iteration 67Q: 3 clusters Score -1933960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1933957.625000 Penalty: 4880.303711
	Iteration 68Q: 3 clusters Score -1933958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1933957.375000 Penalty: 4880.303711
	Iteration 69Q: 3 clusters Score -1933957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1933957.000000 Penalty: 4880.303711
	Iteration 70Q: 3 clusters Score -1933957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1933957.000000 Penalty: 4880.303711
	Iteration 71F: 3 clusters Score -1933957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Entering Unmasked Estep 
Score: -1070795.750000 Penalty: 2262.242676
	Iteration 0F: 2 clusters Score -1070796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1063638.750000 Penalty: 4524.485352
	Iteration 0F: 3 clusters Score -1063639 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1065686.000000 Penalty: 4524.485352
	Iteration 1F: 3 clusters Score -1065686 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1065965.125000 Penalty: 4524.485352
	Iteration 2F: 3 clusters Score -1065965 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1066160.875000 Penalty: 4524.485352
	Iteration 3Q: 3 clusters Score -1066161 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1066321.625000 Penalty: 4524.485352
	Iteration 4Q: 3 clusters Score -1066322 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1066464.000000 Penalty: 4524.485352
	Iteration 5Q: 3 clusters Score -1066464 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1066579.500000 Penalty: 4524.485352
	Iteration 6Q: 3 clusters Score -1066580 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1066677.625000 Penalty: 4524.485352
	Iteration 7Q: 3 clusters Score -1066678 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1066790.750000 Penalty: 4524.485352
	Iteration 8Q: 3 clusters Score -1066791 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1066929.750000 Penalty: 4524.485352
	Iteration 9Q: 3 clusters Score -1066930 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1067070.750000 Penalty: 4524.485352
	Iteration 10Q: 3 clusters Score -1067071 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1067236.000000 Penalty: 4524.485352
	Iteration 11Q: 3 clusters Score -1067236 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1067424.750000 Penalty: 4524.485352
	Iteration 12Q: 3 clusters Score -1067425 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1067632.875000 Penalty: 4524.485352
	Iteration 13Q: 3 clusters Score -1067633 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1067832.750000 Penalty: 4524.485352
	Iteration 14Q: 3 clusters Score -1067833 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1068018.000000 Penalty: 4524.485352
	Iteration 15Q: 3 clusters Score -1068018 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1068178.000000 Penalty: 4524.485352
	Iteration 16Q: 3 clusters Score -1068178 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1068304.250000 Penalty: 4524.485352
	Iteration 17Q: 3 clusters Score -1068304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1068402.500000 Penalty: 4524.485352
	Iteration 18Q: 3 clusters Score -1068402 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1068483.250000 Penalty: 4524.485352
	Iteration 19Q: 3 clusters Score -1068483 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1068538.000000 Penalty: 4524.485352
	Iteration 20F: 3 clusters Score -1068538 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1068582.875000 Penalty: 4524.485352
	Iteration 21Q: 3 clusters Score -1068583 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1068616.875000 Penalty: 4524.485352
	Iteration 22Q: 3 clusters Score -1068617 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1068648.875000 Penalty: 4524.485352
	Iteration 23Q: 3 clusters Score -1068649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1068676.000000 Penalty: 4524.485352
	Iteration 24Q: 3 clusters Score -1068676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1068696.125000 Penalty: 4524.485352
	Iteration 25Q: 3 clusters Score -1068696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1068722.375000 Penalty: 4524.485352
	Iteration 26Q: 3 clusters Score -1068722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1068744.375000 Penalty: 4524.485352
	Iteration 27Q: 3 clusters Score -1068744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1068767.000000 Penalty: 4524.485352
	Iteration 28Q: 3 clusters Score -1068767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1068790.125000 Penalty: 4524.485352
	Iteration 29Q: 3 clusters Score -1068790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1068808.000000 Penalty: 4524.485352
	Iteration 30Q: 3 clusters Score -1068808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1068835.375000 Penalty: 4524.485352
	Iteration 31Q: 3 clusters Score -1068835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1068863.250000 Penalty: 4524.485352
	Iteration 32Q: 3 clusters Score -1068863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1068896.500000 Penalty: 4524.485352
	Iteration 33Q: 3 clusters Score -1068896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1068926.500000 Penalty: 4524.485352
	Iteration 34Q: 3 clusters Score -1068926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1068958.250000 Penalty: 4524.485352
	Iteration 35Q: 3 clusters Score -1068958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1068983.500000 Penalty: 4524.485352
	Iteration 36Q: 3 clusters Score -1068984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1069016.875000 Penalty: 4524.485352
	Iteration 37Q: 3 clusters Score -1069017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1069056.125000 Penalty: 4524.485352
	Iteration 38Q: 3 clusters Score -1069056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1069085.000000 Penalty: 4524.485352
	Iteration 39Q: 3 clusters Score -1069085 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1069113.125000 Penalty: 4524.485352
	Iteration 40F: 3 clusters Score -1069113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1069128.875000 Penalty: 4524.485352
	Iteration 41Q: 3 clusters Score -1069129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1069145.500000 Penalty: 4524.485352
	Iteration 42Q: 3 clusters Score -1069146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1069162.000000 Penalty: 4524.485352
	Iteration 43Q: 3 clusters Score -1069162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1069181.500000 Penalty: 4524.485352
	Iteration 44Q: 3 clusters Score -1069182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1069193.125000 Penalty: 4524.485352
	Iteration 45Q: 3 clusters Score -1069193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1069204.000000 Penalty: 4524.485352
	Iteration 46Q: 3 clusters Score -1069204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1069217.750000 Penalty: 4524.485352
	Iteration 47Q: 3 clusters Score -1069218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1069233.125000 Penalty: 4524.485352
	Iteration 48Q: 3 clusters Score -1069233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1069248.625000 Penalty: 4524.485352
	Iteration 49Q: 3 clusters Score -1069249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1069275.750000 Penalty: 4524.485352
	Iteration 50Q: 3 clusters Score -1069276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1069295.625000 Penalty: 4524.485352
	Iteration 51Q: 3 clusters Score -1069296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1069328.250000 Penalty: 4524.485352
	Iteration 52Q: 3 clusters Score -1069328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1069366.375000 Penalty: 4524.485352
	Iteration 53Q: 3 clusters Score -1069366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1069396.750000 Penalty: 4524.485352
	Iteration 54Q: 3 clusters Score -1069397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1069418.500000 Penalty: 4524.485352
	Iteration 55Q: 3 clusters Score -1069418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1069426.125000 Penalty: 4524.485352
	Iteration 56Q: 3 clusters Score -1069426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1069440.750000 Penalty: 4524.485352
	Iteration 57Q: 3 clusters Score -1069441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1069445.625000 Penalty: 4524.485352
	Iteration 58Q: 3 clusters Score -1069446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1069447.375000 Penalty: 4524.485352
	Iteration 59Q: 3 clusters Score -1069447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1069450.500000 Penalty: 4524.485352
	Iteration 60F: 3 clusters Score -1069450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1069455.750000 Penalty: 4524.485352
	Iteration 61Q: 3 clusters Score -1069456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1069453.625000 Penalty: 4524.485352
	Iteration 62Q: 3 clusters Score -1069454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1069455.250000 Penalty: 4524.485352
	Iteration 63Q: 3 clusters Score -1069455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1069458.000000 Penalty: 4524.485352
	Iteration 64Q: 3 clusters Score -1069458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1069458.125000 Penalty: 4524.485352
	Iteration 65Q: 3 clusters Score -1069458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1069458.125000 Penalty: 4524.485352
	Iteration 66F: 3 clusters Score -1069458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (82397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Entering Unmasked Estep 
Score: -9655573.000000 Penalty: 2807.187500
	Iteration 0F: 2 clusters Score -9655573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -9600339.000000 Penalty: 5614.375000
	Iteration 0F: 3 clusters Score -9600339 nChanged 38903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -9622365.000000 Penalty: 5614.375000
	Iteration 1F: 3 clusters Score -9622365 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -9623201.000000 Penalty: 5614.375000
	Iteration 2Q: 3 clusters Score -9623201 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -9623970.000000 Penalty: 5614.375000
	Iteration 3Q: 3 clusters Score -9623970 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -9624803.000000 Penalty: 5614.375000
	Iteration 4Q: 3 clusters Score -9624803 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -9625772.000000 Penalty: 5614.375000
	Iteration 5Q: 3 clusters Score -9625772 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -9627044.000000 Penalty: 5614.375000
	Iteration 6Q: 3 clusters Score -9627044 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -9628744.000000 Penalty: 5614.375000
	Iteration 7Q: 3 clusters Score -9628744 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -9631269.000000 Penalty: 5614.375000
	Iteration 8F: 3 clusters Score -9631269 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -9634664.000000 Penalty: 5614.375000
	Iteration 9F: 3 clusters Score -9634664 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -9638457.000000 Penalty: 5614.375000
	Iteration 10F: 3 clusters Score -9638457 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -9641910.000000 Penalty: 5614.375000
	Iteration 11F: 3 clusters Score -9641910 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -9644619.000000 Penalty: 5614.375000
	Iteration 12Q: 3 clusters Score -9644619 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -9646546.000000 Penalty: 5614.375000
	Iteration 13Q: 3 clusters Score -9646546 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -9647968.000000 Penalty: 5614.375000
	Iteration 14Q: 3 clusters Score -9647968 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -9649070.000000 Penalty: 5614.375000
	Iteration 15Q: 3 clusters Score -9649070 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -9649988.000000 Penalty: 5614.375000
	Iteration 16Q: 3 clusters Score -9649988 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -9650777.000000 Penalty: 5614.375000
	Iteration 17Q: 3 clusters Score -9650777 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -9651408.000000 Penalty: 5614.375000
	Iteration 18Q: 3 clusters Score -9651408 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -9651876.000000 Penalty: 5614.375000
	Iteration 19Q: 3 clusters Score -9651876 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -9652262.000000 Penalty: 5614.375000
	Iteration 20F: 3 clusters Score -9652262 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -9652572.000000 Penalty: 5614.375000
	Iteration 21Q: 3 clusters Score -9652572 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -9652765.000000 Penalty: 5614.375000
	Iteration 22Q: 3 clusters Score -9652765 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -9652943.000000 Penalty: 5614.375000
	Iteration 23Q: 3 clusters Score -9652943 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 81030 members 
Entering Unmasked Estep 
Score: -9653061.000000 Penalty: 5614.375000
	Iteration 24Q: 3 clusters Score -9653061 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -9653132.000000 Penalty: 5614.375000
	Iteration 25Q: 3 clusters Score -9653132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -9653182.000000 Penalty: 5614.375000
	Iteration 26Q: 3 clusters Score -9653182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -9653225.000000 Penalty: 5614.375000
	Iteration 27Q: 3 clusters Score -9653225 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -9653251.000000 Penalty: 5614.375000
	Iteration 28Q: 3 clusters Score -9653251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -9653265.000000 Penalty: 5614.375000
	Iteration 29Q: 3 clusters Score -9653265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 81441 members 
Entering Unmasked Estep 
Score: -9653292.000000 Penalty: 5614.375000
	Iteration 30Q: 3 clusters Score -9653292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -9653329.000000 Penalty: 5614.375000
	Iteration 31Q: 3 clusters Score -9653329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -9653343.000000 Penalty: 5614.375000
	Iteration 32Q: 3 clusters Score -9653343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -9653353.000000 Penalty: 5614.375000
	Iteration 33Q: 3 clusters Score -9653353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -9653363.000000 Penalty: 5614.375000
	Iteration 34Q: 3 clusters Score -9653363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -9653365.000000 Penalty: 5614.375000
	Iteration 35Q: 3 clusters Score -9653365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -9653372.000000 Penalty: 5614.375000
	Iteration 36Q: 3 clusters Score -9653372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -9653372.000000 Penalty: 5614.375000
	Iteration 37Q: 3 clusters Score -9653372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -9653390.000000 Penalty: 5614.375000
	Iteration 38Q: 3 clusters Score -9653390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -9653393.000000 Penalty: 5614.375000
	Iteration 39Q: 3 clusters Score -9653393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 81542 members 
Entering Unmasked Estep 
Score: -9653389.000000 Penalty: 5614.375000
	Iteration 40F: 3 clusters Score -9653389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -9653406.000000 Penalty: 5614.375000
	Iteration 41Q: 3 clusters Score -9653406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 81548 members 
Entering Unmasked Estep 
Score: -9653403.000000 Penalty: 5614.375000
	Iteration 42Q: 3 clusters Score -9653403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -9653406.000000 Penalty: 5614.375000
	Iteration 43Q: 3 clusters Score -9653406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -9653404.000000 Penalty: 5614.375000
	Iteration 44Q: 3 clusters Score -9653404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -9653404.000000 Penalty: 5614.375000
	Iteration 45Q: 3 clusters Score -9653404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -9653405.000000 Penalty: 5614.375000
	Iteration 46Q: 3 clusters Score -9653405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -9653402.000000 Penalty: 5614.375000
	Iteration 47Q: 3 clusters Score -9653402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -9653402.000000 Penalty: 5614.375000
	Iteration 48F: 3 clusters Score -9653402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -576930.375000 Penalty: 2115.614014
	Iteration 0F: 2 clusters Score -576930.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -572372.437500 Penalty: 4231.228027
	Iteration 0F: 3 clusters Score -572372.4 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -573610.000000 Penalty: 4231.228027
	Iteration 1F: 3 clusters Score -573610 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -574035.250000 Penalty: 4231.228027
	Iteration 2F: 3 clusters Score -574035.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -574522.562500 Penalty: 4231.228027
	Iteration 3F: 3 clusters Score -574522.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -575100.562500 Penalty: 4231.228027
	Iteration 4F: 3 clusters Score -575100.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -575544.375000 Penalty: 4231.228027
	Iteration 5F: 3 clusters Score -575544.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -575798.750000 Penalty: 4231.228027
	Iteration 6F: 3 clusters Score -575798.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -575930.875000 Penalty: 4231.228027
	Iteration 7Q: 3 clusters Score -575930.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -576021.437500 Penalty: 4231.228027
	Iteration 8Q: 3 clusters Score -576021.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -576066.375000 Penalty: 4231.228027
	Iteration 9Q: 3 clusters Score -576066.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -576087.000000 Penalty: 4231.228027
	Iteration 10Q: 3 clusters Score -576087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -576105.937500 Penalty: 4231.228027
	Iteration 11Q: 3 clusters Score -576105.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -576119.875000 Penalty: 4231.228027
	Iteration 12Q: 3 clusters Score -576119.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -576134.562500 Penalty: 4231.228027
	Iteration 13Q: 3 clusters Score -576134.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -576152.625000 Penalty: 4231.228027
	Iteration 14Q: 3 clusters Score -576152.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -576176.812500 Penalty: 4231.228027
	Iteration 15Q: 3 clusters Score -576176.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -576207.562500 Penalty: 4231.228027
	Iteration 16Q: 3 clusters Score -576207.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -576238.500000 Penalty: 4231.228027
	Iteration 17Q: 3 clusters Score -576238.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -576273.125000 Penalty: 4231.228027
	Iteration 18Q: 3 clusters Score -576273.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -576320.625000 Penalty: 4231.228027
	Iteration 19Q: 3 clusters Score -576320.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -576366.500000 Penalty: 4231.228027
	Iteration 20F: 3 clusters Score -576366.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -576416.562500 Penalty: 4231.228027
	Iteration 21Q: 3 clusters Score -576416.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -576453.812500 Penalty: 4231.228027
	Iteration 22Q: 3 clusters Score -576453.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -576484.312500 Penalty: 4231.228027
	Iteration 23Q: 3 clusters Score -576484.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -576509.312500 Penalty: 4231.228027
	Iteration 24Q: 3 clusters Score -576509.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -576531.625000 Penalty: 4231.228027
	Iteration 25Q: 3 clusters Score -576531.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -576544.000000 Penalty: 4231.228027
	Iteration 26Q: 3 clusters Score -576544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -576554.000000 Penalty: 4231.228027
	Iteration 27Q: 3 clusters Score -576554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -576562.750000 Penalty: 4231.228027
	Iteration 28Q: 3 clusters Score -576562.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -576568.312500 Penalty: 4231.228027
	Iteration 29Q: 3 clusters Score -576568.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -576574.000000 Penalty: 4231.228027
	Iteration 30Q: 3 clusters Score -576574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -576579.812500 Penalty: 4231.228027
	Iteration 31Q: 3 clusters Score -576579.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -576584.562500 Penalty: 4231.228027
	Iteration 32Q: 3 clusters Score -576584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -576585.875000 Penalty: 4231.228027
	Iteration 33Q: 3 clusters Score -576585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -576589.687500 Penalty: 4231.228027
	Iteration 34Q: 3 clusters Score -576589.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -576591.562500 Penalty: 4231.228027
	Iteration 35Q: 3 clusters Score -576591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -576592.937500 Penalty: 4231.228027
	Iteration 36Q: 3 clusters Score -576592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -576594.750000 Penalty: 4231.228027
	Iteration 37Q: 3 clusters Score -576594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -576595.625000 Penalty: 4231.228027
	Iteration 38Q: 3 clusters Score -576595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -576595.687500 Penalty: 4231.228027
	Iteration 39Q: 3 clusters Score -576595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -576595.625000 Penalty: 4231.228027
	Iteration 40F: 3 clusters Score -576595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -576596.687500 Penalty: 4231.228027
	Iteration 41Q: 3 clusters Score -576596.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -576596.687500 Penalty: 4231.228027
	Iteration 42F: 3 clusters Score -576596.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (104073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Entering Unmasked Estep 
Score: -12262687.000000 Penalty: 2865.106201
	Iteration 0F: 2 clusters Score -1.226269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -12193130.000000 Penalty: 5730.212402
	Iteration 0F: 3 clusters Score -1.219313e+07 nChanged 49185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -12221036.000000 Penalty: 5730.212402
	Iteration 1F: 3 clusters Score -1.222104e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -12221873.000000 Penalty: 5730.212402
	Iteration 2Q: 3 clusters Score -1.222187e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -12222676.000000 Penalty: 5730.212402
	Iteration 3Q: 3 clusters Score -1.222268e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -12223593.000000 Penalty: 5730.212402
	Iteration 4Q: 3 clusters Score -1.222359e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -12224631.000000 Penalty: 5730.212402
	Iteration 5Q: 3 clusters Score -1.222463e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -12225999.000000 Penalty: 5730.212402
	Iteration 6Q: 3 clusters Score -1.2226e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -12227807.000000 Penalty: 5730.212402
	Iteration 7Q: 3 clusters Score -1.222781e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -12230207.000000 Penalty: 5730.212402
	Iteration 8Q: 3 clusters Score -1.223021e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -12233174.000000 Penalty: 5730.212402
	Iteration 9F: 3 clusters Score -1.223317e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -12236768.000000 Penalty: 5730.212402
	Iteration 10F: 3 clusters Score -1.223677e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -12240093.000000 Penalty: 5730.212402
	Iteration 11F: 3 clusters Score -1.224009e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -12242243.000000 Penalty: 5730.212402
	Iteration 12Q: 3 clusters Score -1.224224e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -12243145.000000 Penalty: 5730.212402
	Iteration 13Q: 3 clusters Score -1.224314e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -12243614.000000 Penalty: 5730.212402
	Iteration 14Q: 3 clusters Score -1.224361e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -12243807.000000 Penalty: 5730.212402
	Iteration 15Q: 3 clusters Score -1.224381e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -12244075.000000 Penalty: 5730.212402
	Iteration 16Q: 3 clusters Score -1.224408e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -12244299.000000 Penalty: 5730.212402
	Iteration 17Q: 3 clusters Score -1.22443e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -12244544.000000 Penalty: 5730.212402
	Iteration 18Q: 3 clusters Score -1.224454e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -12244818.000000 Penalty: 5730.212402
	Iteration 19Q: 3 clusters Score -1.224482e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -12245122.000000 Penalty: 5730.212402
	Iteration 20F: 3 clusters Score -1.224512e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -12245456.000000 Penalty: 5730.212402
	Iteration 21Q: 3 clusters Score -1.224546e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -12245684.000000 Penalty: 5730.212402
	Iteration 22Q: 3 clusters Score -1.224568e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -12245971.000000 Penalty: 5730.212402
	Iteration 23Q: 3 clusters Score -1.224597e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -12246271.000000 Penalty: 5730.212402
	Iteration 24Q: 3 clusters Score -1.224627e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -12246604.000000 Penalty: 5730.212402
	Iteration 25Q: 3 clusters Score -1.22466e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -12246925.000000 Penalty: 5730.212402
	Iteration 26Q: 3 clusters Score -1.224692e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -12247236.000000 Penalty: 5730.212402
	Iteration 27Q: 3 clusters Score -1.224724e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -12247654.000000 Penalty: 5730.212402
	Iteration 28Q: 3 clusters Score -1.224765e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -12248098.000000 Penalty: 5730.212402
	Iteration 29Q: 3 clusters Score -1.22481e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -12248618.000000 Penalty: 5730.212402
	Iteration 30Q: 3 clusters Score -1.224862e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -12249228.000000 Penalty: 5730.212402
	Iteration 31Q: 3 clusters Score -1.224923e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -12249908.000000 Penalty: 5730.212402
	Iteration 32Q: 3 clusters Score -1.224991e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -12250563.000000 Penalty: 5730.212402
	Iteration 33Q: 3 clusters Score -1.225056e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -12251192.000000 Penalty: 5730.212402
	Iteration 34Q: 3 clusters Score -1.225119e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -12251758.000000 Penalty: 5730.212402
	Iteration 35Q: 3 clusters Score -1.225176e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -12252339.000000 Penalty: 5730.212402
	Iteration 36Q: 3 clusters Score -1.225234e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89273 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -12252994.000000 Penalty: 5730.212402
	Iteration 37Q: 3 clusters Score -1.225299e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -12253634.000000 Penalty: 5730.212402
	Iteration 38Q: 3 clusters Score -1.225363e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -12254236.000000 Penalty: 5730.212402
	Iteration 39Q: 3 clusters Score -1.225424e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -12254861.000000 Penalty: 5730.212402
	Iteration 40F: 3 clusters Score -1.225486e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -12255396.000000 Penalty: 5730.212402
	Iteration 41Q: 3 clusters Score -1.22554e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -12255920.000000 Penalty: 5730.212402
	Iteration 42Q: 3 clusters Score -1.225592e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -12256387.000000 Penalty: 5730.212402
	Iteration 43Q: 3 clusters Score -1.225639e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97886 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -12256918.000000 Penalty: 5730.212402
	Iteration 44Q: 3 clusters Score -1.225692e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -12257372.000000 Penalty: 5730.212402
	Iteration 45Q: 3 clusters Score -1.225737e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99590 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -12257772.000000 Penalty: 5730.212402
	Iteration 46Q: 3 clusters Score -1.225777e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -12258154.000000 Penalty: 5730.212402
	Iteration 47Q: 3 clusters Score -1.225815e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -12258446.000000 Penalty: 5730.212402
	Iteration 48Q: 3 clusters Score -1.225845e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -12258751.000000 Penalty: 5730.212402
	Iteration 49Q: 3 clusters Score -1.225875e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -12258991.000000 Penalty: 5730.212402
	Iteration 50Q: 3 clusters Score -1.225899e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12259189.000000 Penalty: 5730.212402
	Iteration 51Q: 3 clusters Score -1.225919e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -12259365.000000 Penalty: 5730.212402
	Iteration 52Q: 3 clusters Score -1.225936e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -12259565.000000 Penalty: 5730.212402
	Iteration 53Q: 3 clusters Score -1.225956e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12259675.000000 Penalty: 5730.212402
	Iteration 54Q: 3 clusters Score -1.225968e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12259811.000000 Penalty: 5730.212402
	Iteration 55Q: 3 clusters Score -1.225981e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12259872.000000 Penalty: 5730.212402
	Iteration 56Q: 3 clusters Score -1.225987e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12259933.000000 Penalty: 5730.212402
	Iteration 57Q: 3 clusters Score -1.225993e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12260002.000000 Penalty: 5730.212402
	Iteration 58Q: 3 clusters Score -1.226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12260024.000000 Penalty: 5730.212402
	Iteration 59Q: 3 clusters Score -1.226002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103458 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12260035.000000 Penalty: 5730.212402
	Iteration 60F: 3 clusters Score -1.226004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12260037.000000 Penalty: 5730.212402
	Iteration 61Q: 3 clusters Score -1.226004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12260055.000000 Penalty: 5730.212402
	Iteration 62Q: 3 clusters Score -1.226006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -12260083.000000 Penalty: 5730.212402
	Iteration 63Q: 3 clusters Score -1.226008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12260088.000000 Penalty: 5730.212402
	Iteration 64Q: 3 clusters Score -1.226009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12260104.000000 Penalty: 5730.212402
	Iteration 65Q: 3 clusters Score -1.22601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12260101.000000 Penalty: 5730.212402
	Iteration 66Q: 3 clusters Score -1.22601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103543 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12260118.000000 Penalty: 5730.212402
	Iteration 67Q: 3 clusters Score -1.226012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103559 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12260126.000000 Penalty: 5730.212402
	Iteration 68Q: 3 clusters Score -1.226013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12260135.000000 Penalty: 5730.212402
	Iteration 69Q: 3 clusters Score -1.226014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12260126.000000 Penalty: 5730.212402
	Iteration 70Q: 3 clusters Score -1.226013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12260126.000000 Penalty: 5730.212402
	Iteration 71Q: 3 clusters Score -1.226013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12260132.000000 Penalty: 5730.212402
	Iteration 72Q: 3 clusters Score -1.226013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12260141.000000 Penalty: 5730.212402
	Iteration 73Q: 3 clusters Score -1.226014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12260140.000000 Penalty: 5730.212402
	Iteration 74Q: 3 clusters Score -1.226014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12260144.000000 Penalty: 5730.212402
	Iteration 75Q: 3 clusters Score -1.226014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12260151.000000 Penalty: 5730.212402
	Iteration 76Q: 3 clusters Score -1.226015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12260154.000000 Penalty: 5730.212402
	Iteration 77Q: 3 clusters Score -1.226015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12260167.000000 Penalty: 5730.212402
	Iteration 78Q: 3 clusters Score -1.226017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12260171.000000 Penalty: 5730.212402
	Iteration 79Q: 3 clusters Score -1.226017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12260178.000000 Penalty: 5730.212402
	Iteration 80F: 3 clusters Score -1.226018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12260176.000000 Penalty: 5730.212402
	Iteration 81Q: 3 clusters Score -1.226018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12260176.000000 Penalty: 5730.212402
	Iteration 82F: 3 clusters Score -1.226018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Entering Unmasked Estep 
Score: -992793.500000 Penalty: 2243.158691
	Iteration 0F: 2 clusters Score -992793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -986086.375000 Penalty: 4486.317383
	Iteration 0F: 3 clusters Score -986086.4 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -987939.812500 Penalty: 4486.317383
	Iteration 1F: 3 clusters Score -987939.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -988217.187500 Penalty: 4486.317383
	Iteration 2F: 3 clusters Score -988217.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -988441.187500 Penalty: 4486.317383
	Iteration 3F: 3 clusters Score -988441.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -988605.187500 Penalty: 4486.317383
	Iteration 4Q: 3 clusters Score -988605.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -988783.625000 Penalty: 4486.317383
	Iteration 5Q: 3 clusters Score -988783.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -988963.500000 Penalty: 4486.317383
	Iteration 6Q: 3 clusters Score -988963.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -989192.125000 Penalty: 4486.317383
	Iteration 7Q: 3 clusters Score -989192.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -989479.187500 Penalty: 4486.317383
	Iteration 8Q: 3 clusters Score -989479.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -989832.000000 Penalty: 4486.317383
	Iteration 9F: 3 clusters Score -989832 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -990141.812500 Penalty: 4486.317383
	Iteration 10F: 3 clusters Score -990141.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -990407.250000 Penalty: 4486.317383
	Iteration 11Q: 3 clusters Score -990407.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -990603.937500 Penalty: 4486.317383
	Iteration 12Q: 3 clusters Score -990603.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -990738.312500 Penalty: 4486.317383
	Iteration 13Q: 3 clusters Score -990738.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -990802.937500 Penalty: 4486.317383
	Iteration 14Q: 3 clusters Score -990802.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -990845.875000 Penalty: 4486.317383
	Iteration 15Q: 3 clusters Score -990845.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -990879.562500 Penalty: 4486.317383
	Iteration 16Q: 3 clusters Score -990879.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -990905.187500 Penalty: 4486.317383
	Iteration 17Q: 3 clusters Score -990905.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -990932.875000 Penalty: 4486.317383
	Iteration 18Q: 3 clusters Score -990932.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -990946.937500 Penalty: 4486.317383
	Iteration 19Q: 3 clusters Score -990946.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -990964.562500 Penalty: 4486.317383
	Iteration 20F: 3 clusters Score -990964.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -990978.312500 Penalty: 4486.317383
	Iteration 21Q: 3 clusters Score -990978.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -990992.437500 Penalty: 4486.317383
	Iteration 22Q: 3 clusters Score -990992.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -991002.500000 Penalty: 4486.317383
	Iteration 23Q: 3 clusters Score -991002.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -991011.312500 Penalty: 4486.317383
	Iteration 24Q: 3 clusters Score -991011.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -991015.000000 Penalty: 4486.317383
	Iteration 25Q: 3 clusters Score -991015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -991025.437500 Penalty: 4486.317383
	Iteration 26Q: 3 clusters Score -991025.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -991031.937500 Penalty: 4486.317383
	Iteration 27Q: 3 clusters Score -991031.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -991036.750000 Penalty: 4486.317383
	Iteration 28Q: 3 clusters Score -991036.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -991040.187500 Penalty: 4486.317383
	Iteration 29Q: 3 clusters Score -991040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -991041.687500 Penalty: 4486.317383
	Iteration 30Q: 3 clusters Score -991041.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -991046.625000 Penalty: 4486.317383
	Iteration 31Q: 3 clusters Score -991046.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -991046.250000 Penalty: 4486.317383
	Iteration 32Q: 3 clusters Score -991046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -991051.000000 Penalty: 4486.317383
	Iteration 33Q: 3 clusters Score -991051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -991055.687500 Penalty: 4486.317383
	Iteration 34Q: 3 clusters Score -991055.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -991059.125000 Penalty: 4486.317383
	Iteration 35Q: 3 clusters Score -991059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -991061.625000 Penalty: 4486.317383
	Iteration 36Q: 3 clusters Score -991061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -991063.250000 Penalty: 4486.317383
	Iteration 37Q: 3 clusters Score -991063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -991066.562500 Penalty: 4486.317383
	Iteration 38Q: 3 clusters Score -991066.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -991066.000000 Penalty: 4486.317383
	Iteration 39Q: 3 clusters Score -991066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -991067.187500 Penalty: 4486.317383
	Iteration 40F: 3 clusters Score -991067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -991068.062500 Penalty: 4486.317383
	Iteration 41Q: 3 clusters Score -991068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -991069.312500 Penalty: 4486.317383
	Iteration 42Q: 3 clusters Score -991069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -991069.312500 Penalty: 4486.317383
	Iteration 43F: 3 clusters Score -991069.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -274512.531250 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -274512.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -271691.968750 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -271692 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -272230.437500 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -272230.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -272378.843750 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -272378.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -272479.468750 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -272479.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -272546.437500 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -272546.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -272607.375000 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -272607.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -272661.843750 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -272661.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -272707.750000 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -272707.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -272738.375000 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -272738.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -272764.968750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -272765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -272785.687500 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -272785.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -272806.250000 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -272806.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -272825.906250 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -272825.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -272840.968750 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -272841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -272856.812500 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -272856.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272868.687500 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -272868.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -272883.500000 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -272883.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -272895.000000 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -272895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -272907.406250 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -272907.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -272918.718750 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -272918.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -272937.656250 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -272937.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -272953.875000 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -272953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -272960.187500 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -272960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -272971.468750 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -272971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -272977.750000 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -272977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -272981.843750 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -272981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -272983.000000 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -272983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -272983.531250 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -272983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -272983.593750 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -272983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -272984.312500 Penalty: 3850.247559
	Iteration 29Q: 3 clusters Score -272984.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -272984.968750 Penalty: 3850.247559
	Iteration 30Q: 3 clusters Score -272985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -272984.968750 Penalty: 3850.247559
	Iteration 31Q: 3 clusters Score -272985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -272986.812500 Penalty: 3850.247559
	Iteration 32Q: 3 clusters Score -272986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -272988.250000 Penalty: 3850.247559
	Iteration 33Q: 3 clusters Score -272988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -272988.687500 Penalty: 3850.247559
	Iteration 34Q: 3 clusters Score -272988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -272989.531250 Penalty: 3850.247559
	Iteration 35Q: 3 clusters Score -272989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -272992.343750 Penalty: 3850.247559
	Iteration 36Q: 3 clusters Score -272992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -272994.593750 Penalty: 3850.247559
	Iteration 37Q: 3 clusters Score -272994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -272996.906250 Penalty: 3850.247559
	Iteration 38Q: 3 clusters Score -272996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -272999.250000 Penalty: 3850.247559
	Iteration 39Q: 3 clusters Score -272999.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -273001.718750 Penalty: 3850.247559
	Iteration 40F: 3 clusters Score -273001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -273002.375000 Penalty: 3850.247559
	Iteration 41Q: 3 clusters Score -273002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -273003.281250 Penalty: 3850.247559
	Iteration 42Q: 3 clusters Score -273003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -273004.250000 Penalty: 3850.247559
	Iteration 43Q: 3 clusters Score -273004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -273004.687500 Penalty: 3850.247559
	Iteration 44Q: 3 clusters Score -273004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -273005.906250 Penalty: 3850.247559
	Iteration 45Q: 3 clusters Score -273005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -273006.875000 Penalty: 3850.247559
	Iteration 46Q: 3 clusters Score -273006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -273008.968750 Penalty: 3850.247559
	Iteration 47Q: 3 clusters Score -273009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -273010.281250 Penalty: 3850.247559
	Iteration 48Q: 3 clusters Score -273010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -273012.718750 Penalty: 3850.247559
	Iteration 49Q: 3 clusters Score -273012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -273014.375000 Penalty: 3850.247559
	Iteration 50Q: 3 clusters Score -273014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -273015.843750 Penalty: 3850.247559
	Iteration 51Q: 3 clusters Score -273015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -273016.531250 Penalty: 3850.247559
	Iteration 52Q: 3 clusters Score -273016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -273016.531250 Penalty: 3850.247559
	Iteration 53F: 3 clusters Score -273016.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Entering Unmasked Estep 
Score: -1018647.500000 Penalty: 2256.570312
	Iteration 0F: 2 clusters Score -1018648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1011614.375000 Penalty: 4513.140625
	Iteration 0F: 3 clusters Score -1011614 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1013570.125000 Penalty: 4513.140625
	Iteration 1F: 3 clusters Score -1013570 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1013879.750000 Penalty: 4513.140625
	Iteration 2F: 3 clusters Score -1013880 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1014141.437500 Penalty: 4513.140625
	Iteration 3F: 3 clusters Score -1014141 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1014378.437500 Penalty: 4513.140625
	Iteration 4F: 3 clusters Score -1014378 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1014587.500000 Penalty: 4513.140625
	Iteration 5Q: 3 clusters Score -1014588 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1014800.000000 Penalty: 4513.140625
	Iteration 6Q: 3 clusters Score -1014800 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1014987.000000 Penalty: 4513.140625
	Iteration 7Q: 3 clusters Score -1014987 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1015157.937500 Penalty: 4513.140625
	Iteration 8Q: 3 clusters Score -1015158 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1015336.875000 Penalty: 4513.140625
	Iteration 9Q: 3 clusters Score -1015337 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1015500.250000 Penalty: 4513.140625
	Iteration 10Q: 3 clusters Score -1015500 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1015658.812500 Penalty: 4513.140625
	Iteration 11Q: 3 clusters Score -1015659 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1015789.500000 Penalty: 4513.140625
	Iteration 12Q: 3 clusters Score -1015790 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1015907.875000 Penalty: 4513.140625
	Iteration 13Q: 3 clusters Score -1015908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1016011.937500 Penalty: 4513.140625
	Iteration 14Q: 3 clusters Score -1016012 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1016131.062500 Penalty: 4513.140625
	Iteration 15Q: 3 clusters Score -1016131 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1016229.937500 Penalty: 4513.140625
	Iteration 16Q: 3 clusters Score -1016230 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1016317.125000 Penalty: 4513.140625
	Iteration 17Q: 3 clusters Score -1016317 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1016398.375000 Penalty: 4513.140625
	Iteration 18Q: 3 clusters Score -1016398 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1016464.687500 Penalty: 4513.140625
	Iteration 19Q: 3 clusters Score -1016465 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1016547.937500 Penalty: 4513.140625
	Iteration 20F: 3 clusters Score -1016548 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1016613.562500 Penalty: 4513.140625
	Iteration 21Q: 3 clusters Score -1016614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1016691.125000 Penalty: 4513.140625
	Iteration 22Q: 3 clusters Score -1016691 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1016771.812500 Penalty: 4513.140625
	Iteration 23Q: 3 clusters Score -1016772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1016846.562500 Penalty: 4513.140625
	Iteration 24Q: 3 clusters Score -1016847 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1016937.625000 Penalty: 4513.140625
	Iteration 25Q: 3 clusters Score -1016938 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1017004.250000 Penalty: 4513.140625
	Iteration 26Q: 3 clusters Score -1017004 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1017051.375000 Penalty: 4513.140625
	Iteration 27Q: 3 clusters Score -1017051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1017090.750000 Penalty: 4513.140625
	Iteration 28Q: 3 clusters Score -1017091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1017126.625000 Penalty: 4513.140625
	Iteration 29Q: 3 clusters Score -1017127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1017173.187500 Penalty: 4513.140625
	Iteration 30Q: 3 clusters Score -1017173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1017227.250000 Penalty: 4513.140625
	Iteration 31Q: 3 clusters Score -1017227 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1017280.500000 Penalty: 4513.140625
	Iteration 32Q: 3 clusters Score -1017280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1017314.437500 Penalty: 4513.140625
	Iteration 33Q: 3 clusters Score -1017314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1017336.000000 Penalty: 4513.140625
	Iteration 34Q: 3 clusters Score -1017336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1017356.625000 Penalty: 4513.140625
	Iteration 35Q: 3 clusters Score -1017357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1017373.687500 Penalty: 4513.140625
	Iteration 36Q: 3 clusters Score -1017374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1017388.625000 Penalty: 4513.140625
	Iteration 37Q: 3 clusters Score -1017389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1017402.000000 Penalty: 4513.140625
	Iteration 38Q: 3 clusters Score -1017402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1017411.187500 Penalty: 4513.140625
	Iteration 39Q: 3 clusters Score -1017411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1017425.250000 Penalty: 4513.140625
	Iteration 40F: 3 clusters Score -1017425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1017432.750000 Penalty: 4513.140625
	Iteration 41Q: 3 clusters Score -1017433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1017442.500000 Penalty: 4513.140625
	Iteration 42Q: 3 clusters Score -1017442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1017450.812500 Penalty: 4513.140625
	Iteration 43Q: 3 clusters Score -1017451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1017459.500000 Penalty: 4513.140625
	Iteration 44Q: 3 clusters Score -1017460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1017474.812500 Penalty: 4513.140625
	Iteration 45Q: 3 clusters Score -1017475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1017490.937500 Penalty: 4513.140625
	Iteration 46Q: 3 clusters Score -1017491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1017504.500000 Penalty: 4513.140625
	Iteration 47Q: 3 clusters Score -1017504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1017519.062500 Penalty: 4513.140625
	Iteration 48Q: 3 clusters Score -1017519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1017532.500000 Penalty: 4513.140625
	Iteration 49Q: 3 clusters Score -1017532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1017549.125000 Penalty: 4513.140625
	Iteration 50Q: 3 clusters Score -1017549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1017570.750000 Penalty: 4513.140625
	Iteration 51Q: 3 clusters Score -1017571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1017589.125000 Penalty: 4513.140625
	Iteration 52Q: 3 clusters Score -1017589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1017617.937500 Penalty: 4513.140625
	Iteration 53Q: 3 clusters Score -1017618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1017652.062500 Penalty: 4513.140625
	Iteration 54Q: 3 clusters Score -1017652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1017668.687500 Penalty: 4513.140625
	Iteration 55Q: 3 clusters Score -1017669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1017690.875000 Penalty: 4513.140625
	Iteration 56Q: 3 clusters Score -1017691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1017719.812500 Penalty: 4513.140625
	Iteration 57Q: 3 clusters Score -1017720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1017754.250000 Penalty: 4513.140625
	Iteration 58Q: 3 clusters Score -1017754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1017778.562500 Penalty: 4513.140625
	Iteration 59Q: 3 clusters Score -1017779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1017802.125000 Penalty: 4513.140625
	Iteration 60F: 3 clusters Score -1017802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1017812.437500 Penalty: 4513.140625
	Iteration 61Q: 3 clusters Score -1017812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1017825.812500 Penalty: 4513.140625
	Iteration 62Q: 3 clusters Score -1017826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1017847.375000 Penalty: 4513.140625
	Iteration 63Q: 3 clusters Score -1017847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1017872.625000 Penalty: 4513.140625
	Iteration 64Q: 3 clusters Score -1017873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1017886.750000 Penalty: 4513.140625
	Iteration 65Q: 3 clusters Score -1017887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1017899.375000 Penalty: 4513.140625
	Iteration 66Q: 3 clusters Score -1017899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1017914.375000 Penalty: 4513.140625
	Iteration 67Q: 3 clusters Score -1017914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1017927.875000 Penalty: 4513.140625
	Iteration 68Q: 3 clusters Score -1017928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1017940.750000 Penalty: 4513.140625
	Iteration 69Q: 3 clusters Score -1017941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1017952.062500 Penalty: 4513.140625
	Iteration 70Q: 3 clusters Score -1017952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1017958.000000 Penalty: 4513.140625
	Iteration 71Q: 3 clusters Score -1017958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1017966.375000 Penalty: 4513.140625
	Iteration 72Q: 3 clusters Score -1017966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1017967.812500 Penalty: 4513.140625
	Iteration 73Q: 3 clusters Score -1017968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1017973.687500 Penalty: 4513.140625
	Iteration 74Q: 3 clusters Score -1017974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1017979.062500 Penalty: 4513.140625
	Iteration 75Q: 3 clusters Score -1017979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1017985.562500 Penalty: 4513.140625
	Iteration 76Q: 3 clusters Score -1017986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1017991.437500 Penalty: 4513.140625
	Iteration 77Q: 3 clusters Score -1017991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1017991.500000 Penalty: 4513.140625
	Iteration 78Q: 3 clusters Score -1017992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1017992.875000 Penalty: 4513.140625
	Iteration 79Q: 3 clusters Score -1017993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1017994.000000 Penalty: 4513.140625
	Iteration 80F: 3 clusters Score -1017994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1017995.312500 Penalty: 4513.140625
	Iteration 81Q: 3 clusters Score -1017995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1017998.500000 Penalty: 4513.140625
	Iteration 82Q: 3 clusters Score -1017998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1017999.062500 Penalty: 4513.140625
	Iteration 83Q: 3 clusters Score -1017999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1018000.000000 Penalty: 4513.140625
	Iteration 84Q: 3 clusters Score -1018000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1017999.312500 Penalty: 4513.140625
	Iteration 85Q: 3 clusters Score -1017999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1018001.312500 Penalty: 4513.140625
	Iteration 86Q: 3 clusters Score -1018001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1018001.937500 Penalty: 4513.140625
	Iteration 87Q: 3 clusters Score -1018002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1018001.937500 Penalty: 4513.140625
	Iteration 88F: 3 clusters Score -1018002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Entering Unmasked Estep 
Score: -1095354.125000 Penalty: 2271.051758
	Iteration 0F: 2 clusters Score -1095354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1088009.500000 Penalty: 4542.103516
	Iteration 0F: 3 clusters Score -1088010 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1090053.875000 Penalty: 4542.103516
	Iteration 1F: 3 clusters Score -1090054 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1090366.875000 Penalty: 4542.103516
	Iteration 2F: 3 clusters Score -1090367 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1090644.750000 Penalty: 4542.103516
	Iteration 3F: 3 clusters Score -1090645 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1090887.625000 Penalty: 4542.103516
	Iteration 4Q: 3 clusters Score -1090888 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1091123.750000 Penalty: 4542.103516
	Iteration 5Q: 3 clusters Score -1091124 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1091340.625000 Penalty: 4542.103516
	Iteration 6Q: 3 clusters Score -1091341 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1091589.625000 Penalty: 4542.103516
	Iteration 7Q: 3 clusters Score -1091590 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1091860.625000 Penalty: 4542.103516
	Iteration 8Q: 3 clusters Score -1091861 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1092095.500000 Penalty: 4542.103516
	Iteration 9Q: 3 clusters Score -1092096 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1092283.750000 Penalty: 4542.103516
	Iteration 10Q: 3 clusters Score -1092284 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1092422.750000 Penalty: 4542.103516
	Iteration 11Q: 3 clusters Score -1092423 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1092563.000000 Penalty: 4542.103516
	Iteration 12Q: 3 clusters Score -1092563 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1092667.375000 Penalty: 4542.103516
	Iteration 13Q: 3 clusters Score -1092667 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1092767.375000 Penalty: 4542.103516
	Iteration 14Q: 3 clusters Score -1092767 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1092858.125000 Penalty: 4542.103516
	Iteration 15Q: 3 clusters Score -1092858 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1092929.750000 Penalty: 4542.103516
	Iteration 16Q: 3 clusters Score -1092930 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1092992.125000 Penalty: 4542.103516
	Iteration 17Q: 3 clusters Score -1092992 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1093041.125000 Penalty: 4542.103516
	Iteration 18Q: 3 clusters Score -1093041 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1093086.875000 Penalty: 4542.103516
	Iteration 19Q: 3 clusters Score -1093087 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1093132.375000 Penalty: 4542.103516
	Iteration 20F: 3 clusters Score -1093132 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1093177.500000 Penalty: 4542.103516
	Iteration 21Q: 3 clusters Score -1093178 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1093221.625000 Penalty: 4542.103516
	Iteration 22Q: 3 clusters Score -1093222 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1093254.125000 Penalty: 4542.103516
	Iteration 23Q: 3 clusters Score -1093254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1093292.500000 Penalty: 4542.103516
	Iteration 24Q: 3 clusters Score -1093292 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1093324.750000 Penalty: 4542.103516
	Iteration 25Q: 3 clusters Score -1093325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1093354.625000 Penalty: 4542.103516
	Iteration 26Q: 3 clusters Score -1093355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1093383.500000 Penalty: 4542.103516
	Iteration 27Q: 3 clusters Score -1093384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1093405.875000 Penalty: 4542.103516
	Iteration 28Q: 3 clusters Score -1093406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1093423.750000 Penalty: 4542.103516
	Iteration 29Q: 3 clusters Score -1093424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1093447.250000 Penalty: 4542.103516
	Iteration 30Q: 3 clusters Score -1093447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1093471.375000 Penalty: 4542.103516
	Iteration 31Q: 3 clusters Score -1093471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1093484.125000 Penalty: 4542.103516
	Iteration 32Q: 3 clusters Score -1093484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1093490.250000 Penalty: 4542.103516
	Iteration 33Q: 3 clusters Score -1093490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1093500.375000 Penalty: 4542.103516
	Iteration 34Q: 3 clusters Score -1093500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1093506.250000 Penalty: 4542.103516
	Iteration 35Q: 3 clusters Score -1093506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1093516.250000 Penalty: 4542.103516
	Iteration 36Q: 3 clusters Score -1093516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1093523.375000 Penalty: 4542.103516
	Iteration 37Q: 3 clusters Score -1093523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1093536.250000 Penalty: 4542.103516
	Iteration 38Q: 3 clusters Score -1093536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1093547.375000 Penalty: 4542.103516
	Iteration 39Q: 3 clusters Score -1093547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1093553.000000 Penalty: 4542.103516
	Iteration 40F: 3 clusters Score -1093553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1093559.000000 Penalty: 4542.103516
	Iteration 41Q: 3 clusters Score -1093559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1093561.625000 Penalty: 4542.103516
	Iteration 42Q: 3 clusters Score -1093562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1093563.500000 Penalty: 4542.103516
	Iteration 43Q: 3 clusters Score -1093564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1093568.875000 Penalty: 4542.103516
	Iteration 44Q: 3 clusters Score -1093569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1093569.625000 Penalty: 4542.103516
	Iteration 45Q: 3 clusters Score -1093570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1093572.250000 Penalty: 4542.103516
	Iteration 46Q: 3 clusters Score -1093572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1093574.125000 Penalty: 4542.103516
	Iteration 47Q: 3 clusters Score -1093574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1093577.125000 Penalty: 4542.103516
	Iteration 48Q: 3 clusters Score -1093577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1093574.750000 Penalty: 4542.103516
	Iteration 49Q: 3 clusters Score -1093575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1093574.750000 Penalty: 4542.103516
	Iteration 50F: 3 clusters Score -1093575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -94796.554688 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -94796.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93112.046875 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -93112.05 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93534.601562 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -93534.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94057.156250 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -94057.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94437.187500 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -94437.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94620.773438 Penalty: 3242.917236
	Iteration 4F: 3 clusters Score -94620.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94711.500000 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -94711.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94774.054688 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -94774.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -94822.343750 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -94822.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -94829.968750 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -94829.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94836.125000 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -94836.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94846.828125 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -94846.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94852.914062 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -94852.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94853.601562 Penalty: 3242.917236
	Iteration 12F: 3 clusters Score -94853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -94855.554688 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -94855.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -94855.554688 Penalty: 3242.917236
	Iteration 14F: 3 clusters Score -94855.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42585 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52228 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175262 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35764 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24329 members 
Mstep: Class 17 contains 9896 members 
Mstep: Class 18 contains 49242 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27222 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22158 members 
Mstep: Class 26 contains 18757 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 82397 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104073 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8947 members 
Mstep: Class 34 contains 9485 members 
Mstep: Class 35 contains 252 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15911 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6311 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4507 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6570 members 
Mstep: Class 50 contains 190805 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26641 members 
Mstep: Class 55 contains 4752 members 
Mstep: Class 56 contains 6798 members 
Mstep: Class 57 contains 12576 members 
Mstep: Class 58 contains 11175 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6441 members 
Mstep: Class 62 contains 8625 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3323 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 439 members 
Entering Unmasked Estep 
Score: -133764184.000000 Penalty: 260018.453125
Splitting cluster 35 changes total score from -133766072.000000 to -133764184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -246657.687500 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -246657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -244273.312500 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -244273.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -245049.265625 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -245049.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -245385.093750 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -245385.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -245618.234375 Penalty: 3709.452637
	Iteration 3F: 3 clusters Score -245618.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -245762.328125 Penalty: 3709.452637
	Iteration 4F: 3 clusters Score -245762.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -245866.062500 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -245866.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -245980.812500 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -245980.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -246038.031250 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -246038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -246090.421875 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -246090.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -246142.218750 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -246142.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -246214.812500 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -246214.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -246289.921875 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -246289.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -246380.859375 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -246380.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -246477.062500 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -246477.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -246604.671875 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -246604.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -246696.156250 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -246696.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -246721.781250 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -246721.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -246734.234375 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -246734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -246743.453125 Penalty: 3709.452637
	Iteration 18Q: 3 clusters Score -246743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -246751.078125 Penalty: 3709.452637
	Iteration 19Q: 3 clusters Score -246751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -246751.875000 Penalty: 3709.452637
	Iteration 20F: 3 clusters Score -246751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -246752.734375 Penalty: 3709.452637
	Iteration 21Q: 3 clusters Score -246752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -246752.734375 Penalty: 3709.452637
	Iteration 22F: 3 clusters Score -246752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42585 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52228 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175262 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35764 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24329 members 
Mstep: Class 17 contains 9896 members 
Mstep: Class 18 contains 49242 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27222 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22158 members 
Mstep: Class 26 contains 18757 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 82397 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104073 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8947 members 
Mstep: Class 34 contains 9485 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1045 members 
Mstep: Class 37 contains 15911 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6311 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4507 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6570 members 
Mstep: Class 50 contains 190805 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26641 members 
Mstep: Class 55 contains 4752 members 
Mstep: Class 56 contains 6798 members 
Mstep: Class 57 contains 12576 members 
Mstep: Class 58 contains 11175 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6441 members 
Mstep: Class 62 contains 8625 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3323 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 725 members 
Entering Unmasked Estep 
Score: -133764320.000000 Penalty: 260018.453125
Splitting cluster 36 changes total score from -133766072.000000 to -133764320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (15911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Entering Unmasked Estep 
Score: -1857525.500000 Penalty: 2399.341797
	Iteration 0F: 2 clusters Score -1857526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1846081.000000 Penalty: 4798.683594
	Iteration 0F: 3 clusters Score -1846081 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1849719.500000 Penalty: 4798.683594
	Iteration 1F: 3 clusters Score -1849720 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1850210.625000 Penalty: 4798.683594
	Iteration 2F: 3 clusters Score -1850211 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1850637.125000 Penalty: 4798.683594
	Iteration 3F: 3 clusters Score -1850637 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1851062 nChanged 767
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Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1851494 nChanged 796
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Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1852070 nChanged 770
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1852632 nChanged 681
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Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1853184 nChanged 670
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Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1853752 nChanged 602
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Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1854254 nChanged 556
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Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1854727 nChanged 439
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Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1855018 nChanged 367
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Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1855206 nChanged 234
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Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1855294 nChanged 159
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Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1855351 nChanged 104
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Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1855380 nChanged 71
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Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1855398 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1855410.375000 Penalty: 4798.683594
	Iteration 18Q: 3 clusters Score -1855410 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1855426 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1855434.875000 Penalty: 4798.683594
	Iteration 20F: 3 clusters Score -1855435 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1855452 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1855459 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1855465 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1855468 nChanged 25
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Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1855469 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1855475 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1855478 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1855475 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1855476.875000 Penalty: 4798.683594
	Iteration 29Q: 3 clusters Score -1855477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1855480.250000 Penalty: 4798.683594
	Iteration 30Q: 3 clusters Score -1855480 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1855482 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1855482 nChanged 4
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Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1855483 nChanged 5
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Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1855482 nChanged 5
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Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1855481 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1855482 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1855484 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1855484 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1855489 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1855488.875000 Penalty: 4798.683594
	Iteration 40F: 3 clusters Score -1855489 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1855488 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1855489 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1855490 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1855491 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1855492 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1855494 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1855491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1855493 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1855494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1855498.625000 Penalty: 4798.683594
	Iteration 50Q: 3 clusters Score -1855499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1855495.500000 Penalty: 4798.683594
	Iteration 51Q: 3 clusters Score -1855496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1855496 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1855503.125000 Penalty: 4798.683594
	Iteration 53Q: 3 clusters Score -1855503 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1855501.000000 Penalty: 4798.683594
	Iteration 54Q: 3 clusters Score -1855501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1855501.500000 Penalty: 4798.683594
	Iteration 55Q: 3 clusters Score -1855502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1855502.125000 Penalty: 4798.683594
	Iteration 56Q: 3 clusters Score -1855502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1855499.125000 Penalty: 4798.683594
	Iteration 57Q: 3 clusters Score -1855499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1855502.750000 Penalty: 4798.683594
	Iteration 58Q: 3 clusters Score -1855503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1855495.500000 Penalty: 4798.683594
	Iteration 59Q: 3 clusters Score -1855496 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1855501.125000 Penalty: 4798.683594
	Iteration 60F: 3 clusters Score -1855501 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1855502 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1855501 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1855503 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1855501.750000 Penalty: 4798.683594
	Iteration 64Q: 3 clusters Score -1855502 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1855503.750000 Penalty: 4798.683594
	Iteration 65Q: 3 clusters Score -1855504 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1855504.250000 Penalty: 4798.683594
	Iteration 66Q: 3 clusters Score -1855504 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1855505.625000 Penalty: 4798.683594
	Iteration 67Q: 3 clusters Score -1855506 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1855505.625000 Penalty: 4798.683594
	Iteration 68Q: 3 clusters Score -1855506 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1855505.625000 Penalty: 4798.683594
	Iteration 69Q: 3 clusters Score -1855506 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1855504.875000 Penalty: 4798.683594
	Iteration 70Q: 3 clusters Score -1855505 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1855507.125000 Penalty: 4798.683594
	Iteration 71Q: 3 clusters Score -1855507 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1855506.375000 Penalty: 4798.683594
	Iteration 72Q: 3 clusters Score -1855506 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1855506 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1855508.375000 Penalty: 4798.683594
	Iteration 74Q: 3 clusters Score -1855508 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1855511.875000 Penalty: 4798.683594
	Iteration 75Q: 3 clusters Score -1855512 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1855510.375000 Penalty: 4798.683594
	Iteration 76Q: 3 clusters Score -1855510 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1855507 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1855509 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1855509.625000 Penalty: 4798.683594
	Iteration 79Q: 3 clusters Score -1855510 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1855511 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1855510 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1855510 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1855512 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1855509 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1855512 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1855512 nChanged 0
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	Iteration 87F: 3 clusters Score -1855512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -359244.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1565 members 
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Entering Unmasked Estep 
Score: -355875.531250 Penalty: 3996.144775
	Iteration 0F: 3 clusters Score -355875.5 nChanged 1134
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -356642.8 nChanged 272
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Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -356866.5 nChanged 185
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Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -357057.7 nChanged 148
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Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -357232.5 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -357397 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -357580.656250 Penalty: 3996.144775
	Iteration 6F: 3 clusters Score -357580.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -357772.218750 Penalty: 3996.144775
	Iteration 7F: 3 clusters Score -357772.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -357967.562500 Penalty: 3996.144775
	Iteration 8F: 3 clusters Score -357967.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -358188.625000 Penalty: 3996.144775
	Iteration 9F: 3 clusters Score -358188.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -358393.812500 Penalty: 3996.144775
	Iteration 10Q: 3 clusters Score -358393.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -358588.781250 Penalty: 3996.144775
	Iteration 11Q: 3 clusters Score -358588.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -358702.281250 Penalty: 3996.144775
	Iteration 12Q: 3 clusters Score -358702.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -358763.218750 Penalty: 3996.144775
	Iteration 13Q: 3 clusters Score -358763.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -358803.125000 Penalty: 3996.144775
	Iteration 14Q: 3 clusters Score -358803.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -358820.906250 Penalty: 3996.144775
	Iteration 15Q: 3 clusters Score -358820.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -358831.406250 Penalty: 3996.144775
	Iteration 16Q: 3 clusters Score -358831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -358838.875000 Penalty: 3996.144775
	Iteration 17Q: 3 clusters Score -358838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -358842.593750 Penalty: 3996.144775
	Iteration 18Q: 3 clusters Score -358842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -358847.531250 Penalty: 3996.144775
	Iteration 19Q: 3 clusters Score -358847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -358849.500000 Penalty: 3996.144775
	Iteration 20F: 3 clusters Score -358849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -358851.437500 Penalty: 3996.144775
	Iteration 21Q: 3 clusters Score -358851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -358851.250000 Penalty: 3996.144775
	Iteration 22Q: 3 clusters Score -358851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -358851.250000 Penalty: 3996.144775
	Iteration 23F: 3 clusters Score -358851.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -29058.148438 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -29058.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28094.802734 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -28094.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28391.039062 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -28391.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -28511.175781 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -28511.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28597.949219 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -28597.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -28623.001953 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -28623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -28647.501953 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -28647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -28651.208984 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -28651.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -28655.365234 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -28655.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -28660.550781 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -28660.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -28665.519531 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -28665.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -28665.519531 Penalty: 2846.937256
	Iteration 10F: 3 clusters Score -28665.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -189122.906250 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -189122.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -186763.015625 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -186763 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -187145.484375 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -187145.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -187250.046875 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -187250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -187288.859375 Penalty: 3665.836182
	Iteration 3Q: 3 clusters Score -187288.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -187314.562500 Penalty: 3665.836182
	Iteration 4Q: 3 clusters Score -187314.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -187339.703125 Penalty: 3665.836182
	Iteration 5Q: 3 clusters Score -187339.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187362.421875 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -187362.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187381.859375 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -187381.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -187397.437500 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -187397.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -187418.578125 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -187418.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -187435.375000 Penalty: 3665.836182
	Iteration 10Q: 3 clusters Score -187435.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187449.125000 Penalty: 3665.836182
	Iteration 11Q: 3 clusters Score -187449.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -187462.406250 Penalty: 3665.836182
	Iteration 12Q: 3 clusters Score -187462.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -187471.312500 Penalty: 3665.836182
	Iteration 13Q: 3 clusters Score -187471.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187479.953125 Penalty: 3665.836182
	Iteration 14Q: 3 clusters Score -187480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187485.375000 Penalty: 3665.836182
	Iteration 15Q: 3 clusters Score -187485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -187488.937500 Penalty: 3665.836182
	Iteration 16Q: 3 clusters Score -187488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187490.062500 Penalty: 3665.836182
	Iteration 17Q: 3 clusters Score -187490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -187492.000000 Penalty: 3665.836182
	Iteration 18Q: 3 clusters Score -187492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -187493.734375 Penalty: 3665.836182
	Iteration 19Q: 3 clusters Score -187493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -187494.828125 Penalty: 3665.836182
	Iteration 20F: 3 clusters Score -187494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187497.062500 Penalty: 3665.836182
	Iteration 21Q: 3 clusters Score -187497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -187498.187500 Penalty: 3665.836182
	Iteration 22Q: 3 clusters Score -187498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -187500.093750 Penalty: 3665.836182
	Iteration 23Q: 3 clusters Score -187500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -187501.859375 Penalty: 3665.836182
	Iteration 24Q: 3 clusters Score -187501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -187502.359375 Penalty: 3665.836182
	Iteration 25Q: 3 clusters Score -187502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -187502.359375 Penalty: 3665.836182
	Iteration 26F: 3 clusters Score -187502.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -646967.312500 Penalty: 2170.012207
	Iteration 0F: 2 clusters Score -646967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -641678.375000 Penalty: 4340.024414
	Iteration 0F: 3 clusters Score -641678.4 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -643074.187500 Penalty: 4340.024414
	Iteration 1F: 3 clusters Score -643074.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -643358.812500 Penalty: 4340.024414
	Iteration 2F: 3 clusters Score -643358.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -643595.625000 Penalty: 4340.024414
	Iteration 3F: 3 clusters Score -643595.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -643822.125000 Penalty: 4340.024414
	Iteration 4F: 3 clusters Score -643822.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -643985.812500 Penalty: 4340.024414
	Iteration 5Q: 3 clusters Score -643985.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -644130.937500 Penalty: 4340.024414
	Iteration 6Q: 3 clusters Score -644130.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -644285.687500 Penalty: 4340.024414
	Iteration 7Q: 3 clusters Score -644285.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -644437.500000 Penalty: 4340.024414
	Iteration 8Q: 3 clusters Score -644437.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -644594.125000 Penalty: 4340.024414
	Iteration 9Q: 3 clusters Score -644594.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -644746.187500 Penalty: 4340.024414
	Iteration 10Q: 3 clusters Score -644746.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -644881.187500 Penalty: 4340.024414
	Iteration 11Q: 3 clusters Score -644881.2 nChanged 181
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: -644997.000000 Penalty: 4340.024414
	Iteration 12Q: 3 clusters Score -644997 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -645101.562500 Penalty: 4340.024414
	Iteration 13Q: 3 clusters Score -645101.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -645197.875000 Penalty: 4340.024414
	Iteration 14Q: 3 clusters Score -645197.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -645278.812500 Penalty: 4340.024414
	Iteration 15Q: 3 clusters Score -645278.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -645348.375000 Penalty: 4340.024414
	Iteration 16Q: 3 clusters Score -645348.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -645415.250000 Penalty: 4340.024414
	Iteration 17Q: 3 clusters Score -645415.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -645470.812500 Penalty: 4340.024414
	Iteration 18Q: 3 clusters Score -645470.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -645522.875000 Penalty: 4340.024414
	Iteration 19Q: 3 clusters Score -645522.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -645567.000000 Penalty: 4340.024414
	Iteration 20F: 3 clusters Score -645567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -645607.250000 Penalty: 4340.024414
	Iteration 21Q: 3 clusters Score -645607.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -645647.875000 Penalty: 4340.024414
	Iteration 22Q: 3 clusters Score -645647.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -645691.125000 Penalty: 4340.024414
	Iteration 23Q: 3 clusters Score -645691.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -645743.812500 Penalty: 4340.024414
	Iteration 24Q: 3 clusters Score -645743.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -645794.000000 Penalty: 4340.024414
	Iteration 25Q: 3 clusters Score -645794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -645838.937500 Penalty: 4340.024414
	Iteration 26Q: 3 clusters Score -645838.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -645888.312500 Penalty: 4340.024414
	Iteration 27Q: 3 clusters Score -645888.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -645924.937500 Penalty: 4340.024414
	Iteration 28Q: 3 clusters Score -645924.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -645948.500000 Penalty: 4340.024414
	Iteration 29Q: 3 clusters Score -645948.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -645969.312500 Penalty: 4340.024414
	Iteration 30Q: 3 clusters Score -645969.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -645995.625000 Penalty: 4340.024414
	Iteration 31Q: 3 clusters Score -645995.6 nChanged 60
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: -646025.062500 Penalty: 4340.024414
	Iteration 32Q: 3 clusters Score -646025.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -646055.625000 Penalty: 4340.024414
	Iteration 33Q: 3 clusters Score -646055.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -646077.500000 Penalty: 4340.024414
	Iteration 34Q: 3 clusters Score -646077.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -646099.875000 Penalty: 4340.024414
	Iteration 35Q: 3 clusters Score -646099.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -646117.562500 Penalty: 4340.024414
	Iteration 36Q: 3 clusters Score -646117.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -646127.187500 Penalty: 4340.024414
	Iteration 37Q: 3 clusters Score -646127.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -646143.375000 Penalty: 4340.024414
	Iteration 38Q: 3 clusters Score -646143.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -646156.562500 Penalty: 4340.024414
	Iteration 39Q: 3 clusters Score -646156.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -646180.375000 Penalty: 4340.024414
	Iteration 40F: 3 clusters Score -646180.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -646196.312500 Penalty: 4340.024414
	Iteration 41Q: 3 clusters Score -646196.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -646216.937500 Penalty: 4340.024414
	Iteration 42Q: 3 clusters Score -646216.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -646237.312500 Penalty: 4340.024414
	Iteration 43Q: 3 clusters Score -646237.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -646254.000000 Penalty: 4340.024414
	Iteration 44Q: 3 clusters Score -646254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -646274.125000 Penalty: 4340.024414
	Iteration 45Q: 3 clusters Score -646274.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -646287.375000 Penalty: 4340.024414
	Iteration 46Q: 3 clusters Score -646287.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -646307.062500 Penalty: 4340.024414
	Iteration 47Q: 3 clusters Score -646307.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -646327.437500 Penalty: 4340.024414
	Iteration 48Q: 3 clusters Score -646327.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -646339.937500 Penalty: 4340.024414
	Iteration 49Q: 3 clusters Score -646339.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -646347.875000 Penalty: 4340.024414
	Iteration 50Q: 3 clusters Score -646347.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -646353.250000 Penalty: 4340.024414
	Iteration 51Q: 3 clusters Score -646353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -646356.125000 Penalty: 4340.024414
	Iteration 52Q: 3 clusters Score -646356.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -646360.312500 Penalty: 4340.024414
	Iteration 53Q: 3 clusters Score -646360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -646360.750000 Penalty: 4340.024414
	Iteration 54Q: 3 clusters Score -646360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -646366.687500 Penalty: 4340.024414
	Iteration 55Q: 3 clusters Score -646366.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -646367.875000 Penalty: 4340.024414
	Iteration 56Q: 3 clusters Score -646367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -646371.000000 Penalty: 4340.024414
	Iteration 57Q: 3 clusters Score -646371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -646372.687500 Penalty: 4340.024414
	Iteration 58Q: 3 clusters Score -646372.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -646373.312500 Penalty: 4340.024414
	Iteration 59Q: 3 clusters Score -646373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -646372.687500 Penalty: 4340.024414
	Iteration 60F: 3 clusters Score -646372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -646373.250000 Penalty: 4340.024414
	Iteration 61Q: 3 clusters Score -646373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -646372.375000 Penalty: 4340.024414
	Iteration 62Q: 3 clusters Score -646372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -646372.750000 Penalty: 4340.024414
	Iteration 63Q: 3 clusters Score -646372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -646372.750000 Penalty: 4340.024414
	Iteration 64F: 3 clusters Score -646372.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Entering Unmasked Estep 
Score: -666839.250000 Penalty: 2147.785889
	Iteration 0F: 2 clusters Score -666839.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -661770.562500 Penalty: 4295.571777
	Iteration 0F: 3 clusters Score -661770.6 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -663064.875000 Penalty: 4295.571777
	Iteration 1F: 3 clusters Score -663064.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -663435.750000 Penalty: 4295.571777
	Iteration 2F: 3 clusters Score -663435.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -663774.062500 Penalty: 4295.571777
	Iteration 3F: 3 clusters Score -663774.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -664156.000000 Penalty: 4295.571777
	Iteration 4F: 3 clusters Score -664156 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -664537.437500 Penalty: 4295.571777
	Iteration 5F: 3 clusters Score -664537.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -664895.750000 Penalty: 4295.571777
	Iteration 6F: 3 clusters Score -664895.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -665288.000000 Penalty: 4295.571777
	Iteration 7F: 3 clusters Score -665288 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -665585.687500 Penalty: 4295.571777
	Iteration 8F: 3 clusters Score -665585.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -665729.062500 Penalty: 4295.571777
	Iteration 9Q: 3 clusters Score -665729.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -665820.875000 Penalty: 4295.571777
	Iteration 10Q: 3 clusters Score -665820.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -665893.000000 Penalty: 4295.571777
	Iteration 11Q: 3 clusters Score -665893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -665932.437500 Penalty: 4295.571777
	Iteration 12Q: 3 clusters Score -665932.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -665954.062500 Penalty: 4295.571777
	Iteration 13Q: 3 clusters Score -665954.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -665972.437500 Penalty: 4295.571777
	Iteration 14Q: 3 clusters Score -665972.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -665985.312500 Penalty: 4295.571777
	Iteration 15Q: 3 clusters Score -665985.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -665994.187500 Penalty: 4295.571777
	Iteration 16Q: 3 clusters Score -665994.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -665999.875000 Penalty: 4295.571777
	Iteration 17Q: 3 clusters Score -665999.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -666003.375000 Penalty: 4295.571777
	Iteration 18Q: 3 clusters Score -666003.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -666007.187500 Penalty: 4295.571777
	Iteration 19Q: 3 clusters Score -666007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -666008.437500 Penalty: 4295.571777
	Iteration 20F: 3 clusters Score -666008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -666006.750000 Penalty: 4295.571777
	Iteration 21Q: 3 clusters Score -666006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -666010.187500 Penalty: 4295.571777
	Iteration 22Q: 3 clusters Score -666010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -666010.875000 Penalty: 4295.571777
	Iteration 23Q: 3 clusters Score -666010.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -666012.500000 Penalty: 4295.571777
	Iteration 24Q: 3 clusters Score -666012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -666013.812500 Penalty: 4295.571777
	Iteration 25Q: 3 clusters Score -666013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -666013.750000 Penalty: 4295.571777
	Iteration 26Q: 3 clusters Score -666013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -666013.750000 Penalty: 4295.571777
	Iteration 27F: 3 clusters Score -666013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Entering Unmasked Estep 
Score: -2901967.750000 Penalty: 2509.602539
	Iteration 0F: 2 clusters Score -2901968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2884696.000000 Penalty: 5019.205078
	Iteration 0F: 3 clusters Score -2884696 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2891039.250000 Penalty: 5019.205078
	Iteration 1F: 3 clusters Score -2891039 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2891541.000000 Penalty: 5019.205078
	Iteration 2F: 3 clusters Score -2891541 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2891963.250000 Penalty: 5019.205078
	Iteration 3Q: 3 clusters Score -2891963 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2892377.250000 Penalty: 5019.205078
	Iteration 4Q: 3 clusters Score -2892377 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2892854.250000 Penalty: 5019.205078
	Iteration 5Q: 3 clusters Score -2892854 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2893394.750000 Penalty: 5019.205078
	Iteration 6Q: 3 clusters Score -2893395 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2894073.750000 Penalty: 5019.205078
	Iteration 7Q: 3 clusters Score -2894074 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2894835.750000 Penalty: 5019.205078
	Iteration 8Q: 3 clusters Score -2894836 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2895627.250000 Penalty: 5019.205078
	Iteration 9Q: 3 clusters Score -2895627 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2896474.500000 Penalty: 5019.205078
	Iteration 10Q: 3 clusters Score -2896474 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2897315.250000 Penalty: 5019.205078
	Iteration 11Q: 3 clusters Score -2897315 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2898010.250000 Penalty: 5019.205078
	Iteration 12Q: 3 clusters Score -2898010 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2898534.750000 Penalty: 5019.205078
	Iteration 13Q: 3 clusters Score -2898535 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2898919.250000 Penalty: 5019.205078
	Iteration 14Q: 3 clusters Score -2898919 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2899175.000000 Penalty: 5019.205078
	Iteration 15Q: 3 clusters Score -2899175 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2899365.250000 Penalty: 5019.205078
	Iteration 16Q: 3 clusters Score -2899365 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2899511.000000 Penalty: 5019.205078
	Iteration 17Q: 3 clusters Score -2899511 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2899621.000000 Penalty: 5019.205078
	Iteration 18Q: 3 clusters Score -2899621 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2899697.750000 Penalty: 5019.205078
	Iteration 19Q: 3 clusters Score -2899698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2899759.500000 Penalty: 5019.205078
	Iteration 20F: 3 clusters Score -2899760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -2899801.250000 Penalty: 5019.205078
	Iteration 21Q: 3 clusters Score -2899801 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2899836.000000 Penalty: 5019.205078
	Iteration 22Q: 3 clusters Score -2899836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -2899857.250000 Penalty: 5019.205078
	Iteration 23Q: 3 clusters Score -2899857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2899878.750000 Penalty: 5019.205078
	Iteration 24Q: 3 clusters Score -2899879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2899884.250000 Penalty: 5019.205078
	Iteration 25Q: 3 clusters Score -2899884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -2899894.750000 Penalty: 5019.205078
	Iteration 26Q: 3 clusters Score -2899895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2899898.000000 Penalty: 5019.205078
	Iteration 27Q: 3 clusters Score -2899898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2899899.500000 Penalty: 5019.205078
	Iteration 28Q: 3 clusters Score -2899900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2899905.000000 Penalty: 5019.205078
	Iteration 29Q: 3 clusters Score -2899905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2899904.000000 Penalty: 5019.205078
	Iteration 30Q: 3 clusters Score -2899904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2899907.000000 Penalty: 5019.205078
	Iteration 31Q: 3 clusters Score -2899907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -2899909.500000 Penalty: 5019.205078
	Iteration 32Q: 3 clusters Score -2899910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -2899913.000000 Penalty: 5019.205078
	Iteration 33Q: 3 clusters Score -2899913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2899917.250000 Penalty: 5019.205078
	Iteration 34Q: 3 clusters Score -2899917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2899917.000000 Penalty: 5019.205078
	Iteration 35Q: 3 clusters Score -2899917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -2899917.500000 Penalty: 5019.205078
	Iteration 36Q: 3 clusters Score -2899918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2899921.250000 Penalty: 5019.205078
	Iteration 37Q: 3 clusters Score -2899921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2899919.000000 Penalty: 5019.205078
	Iteration 38Q: 3 clusters Score -2899919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2899922.750000 Penalty: 5019.205078
	Iteration 39Q: 3 clusters Score -2899923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -2899927.250000 Penalty: 5019.205078
	Iteration 40F: 3 clusters Score -2899927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2899927.250000 Penalty: 5019.205078
	Iteration 41Q: 3 clusters Score -2899927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2899933.750000 Penalty: 5019.205078
	Iteration 42Q: 3 clusters Score -2899934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2899938.000000 Penalty: 5019.205078
	Iteration 43Q: 3 clusters Score -2899938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2899938.500000 Penalty: 5019.205078
	Iteration 44Q: 3 clusters Score -2899938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2899940.500000 Penalty: 5019.205078
	Iteration 45Q: 3 clusters Score -2899940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2899940.250000 Penalty: 5019.205078
	Iteration 46Q: 3 clusters Score -2899940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2899942.500000 Penalty: 5019.205078
	Iteration 47Q: 3 clusters Score -2899942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2899944.750000 Penalty: 5019.205078
	Iteration 48Q: 3 clusters Score -2899945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2899944.750000 Penalty: 5019.205078
	Iteration 49F: 3 clusters Score -2899945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -111861.820312 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -111861.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110162.640625 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -110162.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111129.976562 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -111130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -111690.187500 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -111690.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -112073.671875 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -112073.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112241.078125 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -112241.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112324.320312 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -112324.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -112372.765625 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -112372.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112416.484375 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -112416.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112445.335938 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -112445.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112456.593750 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -112456.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112478.750000 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -112478.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112510.070312 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -112510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112527.523438 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -112527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112531.664062 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -112531.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112539.601562 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -112539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112544.742188 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -112544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112546.429688 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -112546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112547.031250 Penalty: 3367.330078
	Iteration 17F: 3 clusters Score -112547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112548.945312 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -112548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112550.882812 Penalty: 3367.330078
	Iteration 19Q: 3 clusters Score -112550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112554.320312 Penalty: 3367.330078
	Iteration 20F: 3 clusters Score -112554.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112555.273438 Penalty: 3367.330078
	Iteration 21Q: 3 clusters Score -112555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112555.273438 Penalty: 3367.330078
	Iteration 22F: 3 clusters Score -112555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42585 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52228 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175262 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35764 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24329 members 
Mstep: Class 17 contains 9896 members 
Mstep: Class 18 contains 49242 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27222 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22158 members 
Mstep: Class 26 contains 18757 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 82397 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104073 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8947 members 
Mstep: Class 34 contains 9485 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15911 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6311 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4507 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6570 members 
Mstep: Class 50 contains 190805 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26641 members 
Mstep: Class 55 contains 4752 members 
Mstep: Class 56 contains 6798 members 
Mstep: Class 57 contains 12576 members 
Mstep: Class 58 contains 11175 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6441 members 
Mstep: Class 62 contains 8625 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3323 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 483 members 
Entering Unmasked Estep 
Score: -133764600.000000 Penalty: 260018.453125
Splitting cluster 44 changes total score from -133766072.000000 to -133764600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Entering Unmasked Estep 
Score: -603887.750000 Penalty: 2127.182129
	Iteration 0F: 2 clusters Score -603887.8 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 2656 members 
Entering Unmasked Estep 
Score: -599167.812500 Penalty: 4254.364258
	Iteration 0F: 3 clusters Score -599167.8 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -600489.500000 Penalty: 4254.364258
	Iteration 1F: 3 clusters Score -600489.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -600927.875000 Penalty: 4254.364258
	Iteration 2F: 3 clusters Score -600927.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -601299.000000 Penalty: 4254.364258
	Iteration 3F: 3 clusters Score -601299 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -601636.750000 Penalty: 4254.364258
	Iteration 4F: 3 clusters Score -601636.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -601868.750000 Penalty: 4254.364258
	Iteration 5F: 3 clusters Score -601868.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -602048.062500 Penalty: 4254.364258
	Iteration 6Q: 3 clusters Score -602048.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -602172.375000 Penalty: 4254.364258
	Iteration 7Q: 3 clusters Score -602172.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -602251.437500 Penalty: 4254.364258
	Iteration 8Q: 3 clusters Score -602251.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -602308.750000 Penalty: 4254.364258
	Iteration 9Q: 3 clusters Score -602308.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -602340.312500 Penalty: 4254.364258
	Iteration 10Q: 3 clusters Score -602340.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -602362.812500 Penalty: 4254.364258
	Iteration 11Q: 3 clusters Score -602362.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -602378.187500 Penalty: 4254.364258
	Iteration 12Q: 3 clusters Score -602378.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -602385.937500 Penalty: 4254.364258
	Iteration 13Q: 3 clusters Score -602385.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -602395.687500 Penalty: 4254.364258
	Iteration 14Q: 3 clusters Score -602395.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -602399.312500 Penalty: 4254.364258
	Iteration 15Q: 3 clusters Score -602399.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -602399.750000 Penalty: 4254.364258
	Iteration 16Q: 3 clusters Score -602399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -602402.750000 Penalty: 4254.364258
	Iteration 17Q: 3 clusters Score -602402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -602403.375000 Penalty: 4254.364258
	Iteration 18Q: 3 clusters Score -602403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -602403.125000 Penalty: 4254.364258
	Iteration 19Q: 3 clusters Score -602403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -602405.250000 Penalty: 4254.364258
	Iteration 20F: 3 clusters Score -602405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -602404.625000 Penalty: 4254.364258
	Iteration 21Q: 3 clusters Score -602404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -602404.625000 Penalty: 4254.364258
	Iteration 22F: 3 clusters Score -602404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -521037.906250 Penalty: 2086.520020
	Iteration 0F: 2 clusters Score -521037.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -516857.562500 Penalty: 4173.040039
	Iteration 0F: 3 clusters Score -516857.6 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -517757.875000 Penalty: 4173.040039
	Iteration 1F: 3 clusters Score -517757.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -517921.031250 Penalty: 4173.040039
	Iteration 2F: 3 clusters Score -517921 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -517996.687500 Penalty: 4173.040039
	Iteration 3Q: 3 clusters Score -517996.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -518041.312500 Penalty: 4173.040039
	Iteration 4Q: 3 clusters Score -518041.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -518078.656250 Penalty: 4173.040039
	Iteration 5Q: 3 clusters Score -518078.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -518108.406250 Penalty: 4173.040039
	Iteration 6Q: 3 clusters Score -518108.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -518142.500000 Penalty: 4173.040039
	Iteration 7Q: 3 clusters Score -518142.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -518184.812500 Penalty: 4173.040039
	Iteration 8Q: 3 clusters Score -518184.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -518230.687500 Penalty: 4173.040039
	Iteration 9Q: 3 clusters Score -518230.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -518258.062500 Penalty: 4173.040039
	Iteration 10Q: 3 clusters Score -518258.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -518288.656250 Penalty: 4173.040039
	Iteration 11Q: 3 clusters Score -518288.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -518318.031250 Penalty: 4173.040039
	Iteration 12Q: 3 clusters Score -518318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -518342.156250 Penalty: 4173.040039
	Iteration 13Q: 3 clusters Score -518342.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -518367.062500 Penalty: 4173.040039
	Iteration 14Q: 3 clusters Score -518367.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -518397.593750 Penalty: 4173.040039
	Iteration 15Q: 3 clusters Score -518397.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -518428.031250 Penalty: 4173.040039
	Iteration 16Q: 3 clusters Score -518428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -518461.968750 Penalty: 4173.040039
	Iteration 17Q: 3 clusters Score -518462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -518504.500000 Penalty: 4173.040039
	Iteration 18Q: 3 clusters Score -518504.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -518543.718750 Penalty: 4173.040039
	Iteration 19Q: 3 clusters Score -518543.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -518590.625000 Penalty: 4173.040039
	Iteration 20F: 3 clusters Score -518590.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -518637.531250 Penalty: 4173.040039
	Iteration 21Q: 3 clusters Score -518637.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -518685.062500 Penalty: 4173.040039
	Iteration 22Q: 3 clusters Score -518685.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -518728.687500 Penalty: 4173.040039
	Iteration 23Q: 3 clusters Score -518728.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -518773.750000 Penalty: 4173.040039
	Iteration 24Q: 3 clusters Score -518773.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -518820.406250 Penalty: 4173.040039
	Iteration 25Q: 3 clusters Score -518820.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -518883.375000 Penalty: 4173.040039
	Iteration 26Q: 3 clusters Score -518883.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -518934.343750 Penalty: 4173.040039
	Iteration 27Q: 3 clusters Score -518934.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -518969.625000 Penalty: 4173.040039
	Iteration 28Q: 3 clusters Score -518969.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -519006.875000 Penalty: 4173.040039
	Iteration 29Q: 3 clusters Score -519006.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -519030.000000 Penalty: 4173.040039
	Iteration 30Q: 3 clusters Score -519030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -519046.812500 Penalty: 4173.040039
	Iteration 31Q: 3 clusters Score -519046.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -519059.281250 Penalty: 4173.040039
	Iteration 32Q: 3 clusters Score -519059.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -519069.375000 Penalty: 4173.040039
	Iteration 33Q: 3 clusters Score -519069.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -519082.593750 Penalty: 4173.040039
	Iteration 34Q: 3 clusters Score -519082.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -519099.812500 Penalty: 4173.040039
	Iteration 35Q: 3 clusters Score -519099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -519110.343750 Penalty: 4173.040039
	Iteration 36Q: 3 clusters Score -519110.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -519119.750000 Penalty: 4173.040039
	Iteration 37Q: 3 clusters Score -519119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -519125.781250 Penalty: 4173.040039
	Iteration 38Q: 3 clusters Score -519125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -519132.125000 Penalty: 4173.040039
	Iteration 39Q: 3 clusters Score -519132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -519137.781250 Penalty: 4173.040039
	Iteration 40F: 3 clusters Score -519137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -519142.093750 Penalty: 4173.040039
	Iteration 41Q: 3 clusters Score -519142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -519146.531250 Penalty: 4173.040039
	Iteration 42Q: 3 clusters Score -519146.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -519149.812500 Penalty: 4173.040039
	Iteration 43Q: 3 clusters Score -519149.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -519149.812500 Penalty: 4173.040039
	Iteration 44F: 3 clusters Score -519149.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -33424.015625 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -33424.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32169.275391 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -32169.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32299.578125 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -32299.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32386.343750 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -32386.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32423.234375 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -32423.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32476.824219 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -32476.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32516.001953 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -32516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32542.195312 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -32542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32547.857422 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -32547.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32554.550781 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -32554.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32556.025391 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -32556.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32556.025391 Penalty: 2877.850586
	Iteration 10F: 3 clusters Score -32556.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -641003.187500 Penalty: 2139.304443
	Iteration 0F: 2 clusters Score -641003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -636067.250000 Penalty: 4278.608887
	Iteration 0F: 3 clusters Score -636067.2 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -637246.812500 Penalty: 4278.608887
	Iteration 1F: 3 clusters Score -637246.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -637459.187500 Penalty: 4278.608887
	Iteration 2F: 3 clusters Score -637459.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -637601.250000 Penalty: 4278.608887
	Iteration 3F: 3 clusters Score -637601.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -637701.812500 Penalty: 4278.608887
	Iteration 4Q: 3 clusters Score -637701.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -637779.375000 Penalty: 4278.608887
	Iteration 5Q: 3 clusters Score -637779.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -637841.937500 Penalty: 4278.608887
	Iteration 6Q: 3 clusters Score -637841.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -637911.312500 Penalty: 4278.608887
	Iteration 7Q: 3 clusters Score -637911.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -637989.437500 Penalty: 4278.608887
	Iteration 8Q: 3 clusters Score -637989.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -638079.687500 Penalty: 4278.608887
	Iteration 9Q: 3 clusters Score -638079.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -638156.125000 Penalty: 4278.608887
	Iteration 10Q: 3 clusters Score -638156.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -638236.187500 Penalty: 4278.608887
	Iteration 11Q: 3 clusters Score -638236.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -638312.875000 Penalty: 4278.608887
	Iteration 12Q: 3 clusters Score -638312.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -638381.750000 Penalty: 4278.608887
	Iteration 13Q: 3 clusters Score -638381.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -638458.250000 Penalty: 4278.608887
	Iteration 14Q: 3 clusters Score -638458.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -638530.125000 Penalty: 4278.608887
	Iteration 15Q: 3 clusters Score -638530.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -638602.375000 Penalty: 4278.608887
	Iteration 16Q: 3 clusters Score -638602.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -638675.812500 Penalty: 4278.608887
	Iteration 17Q: 3 clusters Score -638675.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -638767.125000 Penalty: 4278.608887
	Iteration 18Q: 3 clusters Score -638767.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -638874.312500 Penalty: 4278.608887
	Iteration 19Q: 3 clusters Score -638874.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -638973.687500 Penalty: 4278.608887
	Iteration 20F: 3 clusters Score -638973.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -639069.000000 Penalty: 4278.608887
	Iteration 21Q: 3 clusters Score -639069 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -639153.500000 Penalty: 4278.608887
	Iteration 22Q: 3 clusters Score -639153.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -639239.375000 Penalty: 4278.608887
	Iteration 23Q: 3 clusters Score -639239.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -639311.875000 Penalty: 4278.608887
	Iteration 24Q: 3 clusters Score -639311.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -639376.312500 Penalty: 4278.608887
	Iteration 25Q: 3 clusters Score -639376.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -639432.437500 Penalty: 4278.608887
	Iteration 26Q: 3 clusters Score -639432.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -639484.562500 Penalty: 4278.608887
	Iteration 27Q: 3 clusters Score -639484.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -639546.250000 Penalty: 4278.608887
	Iteration 28Q: 3 clusters Score -639546.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -639596.562500 Penalty: 4278.608887
	Iteration 29Q: 3 clusters Score -639596.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -639642.875000 Penalty: 4278.608887
	Iteration 30Q: 3 clusters Score -639642.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -639691.125000 Penalty: 4278.608887
	Iteration 31Q: 3 clusters Score -639691.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -639752.312500 Penalty: 4278.608887
	Iteration 32Q: 3 clusters Score -639752.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -639813.875000 Penalty: 4278.608887
	Iteration 33Q: 3 clusters Score -639813.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -639889.312500 Penalty: 4278.608887
	Iteration 34Q: 3 clusters Score -639889.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -639991.062500 Penalty: 4278.608887
	Iteration 35Q: 3 clusters Score -639991.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -640084.062500 Penalty: 4278.608887
	Iteration 36Q: 3 clusters Score -640084.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -640153.500000 Penalty: 4278.608887
	Iteration 37Q: 3 clusters Score -640153.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -640213.437500 Penalty: 4278.608887
	Iteration 38Q: 3 clusters Score -640213.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -640263.500000 Penalty: 4278.608887
	Iteration 39Q: 3 clusters Score -640263.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -640320.562500 Penalty: 4278.608887
	Iteration 40F: 3 clusters Score -640320.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -640346.125000 Penalty: 4278.608887
	Iteration 41Q: 3 clusters Score -640346.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -640358.375000 Penalty: 4278.608887
	Iteration 42Q: 3 clusters Score -640358.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -640364.625000 Penalty: 4278.608887
	Iteration 43Q: 3 clusters Score -640364.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -640371.562500 Penalty: 4278.608887
	Iteration 44Q: 3 clusters Score -640371.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -640380.562500 Penalty: 4278.608887
	Iteration 45Q: 3 clusters Score -640380.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -640384.625000 Penalty: 4278.608887
	Iteration 46Q: 3 clusters Score -640384.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -640388.062500 Penalty: 4278.608887
	Iteration 47Q: 3 clusters Score -640388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -640389.562500 Penalty: 4278.608887
	Iteration 48Q: 3 clusters Score -640389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -640391.500000 Penalty: 4278.608887
	Iteration 49Q: 3 clusters Score -640391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -640392.687500 Penalty: 4278.608887
	Iteration 50Q: 3 clusters Score -640392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -640394.125000 Penalty: 4278.608887
	Iteration 51Q: 3 clusters Score -640394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -640394.125000 Penalty: 4278.608887
	Iteration 52F: 3 clusters Score -640394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Entering Unmasked Estep 
Score: -767659.750000 Penalty: 2179.986572
	Iteration 0F: 2 clusters Score -767659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -762128.687500 Penalty: 4359.973145
	Iteration 0F: 3 clusters Score -762128.7 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -763583.062500 Penalty: 4359.973145
	Iteration 1F: 3 clusters Score -763583.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -763867.562500 Penalty: 4359.973145
	Iteration 2F: 3 clusters Score -763867.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -764079.812500 Penalty: 4359.973145
	Iteration 3F: 3 clusters Score -764079.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -764220.562500 Penalty: 4359.973145
	Iteration 4Q: 3 clusters Score -764220.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -764317.250000 Penalty: 4359.973145
	Iteration 5Q: 3 clusters Score -764317.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -764405.687500 Penalty: 4359.973145
	Iteration 6Q: 3 clusters Score -764405.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -764482.562500 Penalty: 4359.973145
	Iteration 7Q: 3 clusters Score -764482.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -764550.875000 Penalty: 4359.973145
	Iteration 8Q: 3 clusters Score -764550.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -764615.125000 Penalty: 4359.973145
	Iteration 9Q: 3 clusters Score -764615.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -764682.750000 Penalty: 4359.973145
	Iteration 10Q: 3 clusters Score -764682.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -764753.000000 Penalty: 4359.973145
	Iteration 11Q: 3 clusters Score -764753 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -764835.562500 Penalty: 4359.973145
	Iteration 12Q: 3 clusters Score -764835.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -764908.062500 Penalty: 4359.973145
	Iteration 13Q: 3 clusters Score -764908.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -764968.500000 Penalty: 4359.973145
	Iteration 14Q: 3 clusters Score -764968.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -765024.375000 Penalty: 4359.973145
	Iteration 15Q: 3 clusters Score -765024.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -765083.187500 Penalty: 4359.973145
	Iteration 16Q: 3 clusters Score -765083.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -765126.937500 Penalty: 4359.973145
	Iteration 17Q: 3 clusters Score -765126.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -765161.812500 Penalty: 4359.973145
	Iteration 18Q: 3 clusters Score -765161.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -765196.375000 Penalty: 4359.973145
	Iteration 19Q: 3 clusters Score -765196.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -765222.937500 Penalty: 4359.973145
	Iteration 20F: 3 clusters Score -765222.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -765245.312500 Penalty: 4359.973145
	Iteration 21Q: 3 clusters Score -765245.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -765267.062500 Penalty: 4359.973145
	Iteration 22Q: 3 clusters Score -765267.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -765285.500000 Penalty: 4359.973145
	Iteration 23Q: 3 clusters Score -765285.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -765304.000000 Penalty: 4359.973145
	Iteration 24Q: 3 clusters Score -765304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -765317.625000 Penalty: 4359.973145
	Iteration 25Q: 3 clusters Score -765317.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -765334.437500 Penalty: 4359.973145
	Iteration 26Q: 3 clusters Score -765334.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -765351.125000 Penalty: 4359.973145
	Iteration 27Q: 3 clusters Score -765351.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -765365.437500 Penalty: 4359.973145
	Iteration 28Q: 3 clusters Score -765365.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -765386.562500 Penalty: 4359.973145
	Iteration 29Q: 3 clusters Score -765386.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -765401.875000 Penalty: 4359.973145
	Iteration 30Q: 3 clusters Score -765401.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -765417.375000 Penalty: 4359.973145
	Iteration 31Q: 3 clusters Score -765417.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -765425.750000 Penalty: 4359.973145
	Iteration 32Q: 3 clusters Score -765425.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -765434.562500 Penalty: 4359.973145
	Iteration 33Q: 3 clusters Score -765434.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -765446.750000 Penalty: 4359.973145
	Iteration 34Q: 3 clusters Score -765446.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -765461.250000 Penalty: 4359.973145
	Iteration 35Q: 3 clusters Score -765461.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -765478.562500 Penalty: 4359.973145
	Iteration 36Q: 3 clusters Score -765478.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -765499.125000 Penalty: 4359.973145
	Iteration 37Q: 3 clusters Score -765499.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -765522.437500 Penalty: 4359.973145
	Iteration 38Q: 3 clusters Score -765522.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -765546.437500 Penalty: 4359.973145
	Iteration 39Q: 3 clusters Score -765546.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -765565.062500 Penalty: 4359.973145
	Iteration 40F: 3 clusters Score -765565.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -765584.625000 Penalty: 4359.973145
	Iteration 41Q: 3 clusters Score -765584.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -765599.500000 Penalty: 4359.973145
	Iteration 42Q: 3 clusters Score -765599.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -765613.125000 Penalty: 4359.973145
	Iteration 43Q: 3 clusters Score -765613.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -765629.625000 Penalty: 4359.973145
	Iteration 44Q: 3 clusters Score -765629.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -765647.875000 Penalty: 4359.973145
	Iteration 45Q: 3 clusters Score -765647.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -765661.812500 Penalty: 4359.973145
	Iteration 46Q: 3 clusters Score -765661.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -765675.437500 Penalty: 4359.973145
	Iteration 47Q: 3 clusters Score -765675.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -765685.375000 Penalty: 4359.973145
	Iteration 48Q: 3 clusters Score -765685.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -765694.062500 Penalty: 4359.973145
	Iteration 49Q: 3 clusters Score -765694.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -765702.125000 Penalty: 4359.973145
	Iteration 50Q: 3 clusters Score -765702.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -765711.250000 Penalty: 4359.973145
	Iteration 51Q: 3 clusters Score -765711.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -765717.750000 Penalty: 4359.973145
	Iteration 52Q: 3 clusters Score -765717.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -765727.625000 Penalty: 4359.973145
	Iteration 53Q: 3 clusters Score -765727.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -765732.937500 Penalty: 4359.973145
	Iteration 54Q: 3 clusters Score -765732.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -765741.187500 Penalty: 4359.973145
	Iteration 55Q: 3 clusters Score -765741.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -765750.562500 Penalty: 4359.973145
	Iteration 56Q: 3 clusters Score -765750.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -765761.875000 Penalty: 4359.973145
	Iteration 57Q: 3 clusters Score -765761.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -765770.937500 Penalty: 4359.973145
	Iteration 58Q: 3 clusters Score -765770.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -765779.000000 Penalty: 4359.973145
	Iteration 59Q: 3 clusters Score -765779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -765783.250000 Penalty: 4359.973145
	Iteration 60F: 3 clusters Score -765783.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -765788.375000 Penalty: 4359.973145
	Iteration 61Q: 3 clusters Score -765788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -765792.062500 Penalty: 4359.973145
	Iteration 62Q: 3 clusters Score -765792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -765793.000000 Penalty: 4359.973145
	Iteration 63Q: 3 clusters Score -765793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -765796.562500 Penalty: 4359.973145
	Iteration 64Q: 3 clusters Score -765796.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -765799.125000 Penalty: 4359.973145
	Iteration 65Q: 3 clusters Score -765799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -765799.562500 Penalty: 4359.973145
	Iteration 66Q: 3 clusters Score -765799.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -765806.062500 Penalty: 4359.973145
	Iteration 67Q: 3 clusters Score -765806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -765807.437500 Penalty: 4359.973145
	Iteration 68Q: 3 clusters Score -765807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -765808.812500 Penalty: 4359.973145
	Iteration 69Q: 3 clusters Score -765808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -765811.625000 Penalty: 4359.973145
	Iteration 70Q: 3 clusters Score -765811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -765813.250000 Penalty: 4359.973145
	Iteration 71Q: 3 clusters Score -765813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -765814.437500 Penalty: 4359.973145
	Iteration 72Q: 3 clusters Score -765814.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -765814.437500 Penalty: 4359.973145
	Iteration 73F: 3 clusters Score -765814.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (190805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190805 members 
Entering Unmasked Estep 
Score: -22501432.000000 Penalty: 3015.433838
	Iteration 0F: 2 clusters Score -2.250143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95553 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -22376438.000000 Penalty: 6030.867676
	Iteration 0F: 3 clusters Score -2.237644e+07 nChanged 91521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97812 members 
Mstep: Class 2 contains 92993 members 
Entering Unmasked Estep 
Score: -22430332.000000 Penalty: 6030.867676
	Iteration 1F: 3 clusters Score -2.243033e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99835 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -22431738.000000 Penalty: 6030.867676
	Iteration 2Q: 3 clusters Score -2.243174e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103038 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -22433890.000000 Penalty: 6030.867676
	Iteration 3Q: 3 clusters Score -2.243389e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -22436820.000000 Penalty: 6030.867676
	Iteration 4Q: 3 clusters Score -2.243682e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114910 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -22441338.000000 Penalty: 6030.867676
	Iteration 5F: 3 clusters Score -2.244134e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124199 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -22447650.000000 Penalty: 6030.867676
	Iteration 6F: 3 clusters Score -2.244765e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135057 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -22455698.000000 Penalty: 6030.867676
	Iteration 7F: 3 clusters Score -2.24557e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146940 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -22464504.000000 Penalty: 6030.867676
	Iteration 8F: 3 clusters Score -2.24645e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158750 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -22473724.000000 Penalty: 6030.867676
	Iteration 9F: 3 clusters Score -2.247372e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169622 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -22482614.000000 Penalty: 6030.867676
	Iteration 10F: 3 clusters Score -2.248261e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -22489552.000000 Penalty: 6030.867676
	Iteration 11Q: 3 clusters Score -2.248955e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184311 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -22493966.000000 Penalty: 6030.867676
	Iteration 12Q: 3 clusters Score -2.249397e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187607 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -22496466.000000 Penalty: 6030.867676
	Iteration 13Q: 3 clusters Score -2.249647e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189217 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -22497676.000000 Penalty: 6030.867676
	Iteration 14Q: 3 clusters Score -2.249768e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189882 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -22498230.000000 Penalty: 6030.867676
	Iteration 15Q: 3 clusters Score -2.249823e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190127 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22498534.000000 Penalty: 6030.867676
	Iteration 16Q: 3 clusters Score -2.249853e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190236 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22498678.000000 Penalty: 6030.867676
	Iteration 17Q: 3 clusters Score -2.249868e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190289 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22498746.000000 Penalty: 6030.867676
	Iteration 18Q: 3 clusters Score -2.249875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190312 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22498800.000000 Penalty: 6030.867676
	Iteration 19Q: 3 clusters Score -2.24988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190329 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22498830.000000 Penalty: 6030.867676
	Iteration 20F: 3 clusters Score -2.249883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190346 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -22498824.000000 Penalty: 6030.867676
	Iteration 21Q: 3 clusters Score -2.249882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190354 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22498840.000000 Penalty: 6030.867676
	Iteration 22Q: 3 clusters Score -2.249884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190359 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22498838.000000 Penalty: 6030.867676
	Iteration 23Q: 3 clusters Score -2.249884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190364 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22498834.000000 Penalty: 6030.867676
	Iteration 24Q: 3 clusters Score -2.249883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190366 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22498832.000000 Penalty: 6030.867676
	Iteration 25Q: 3 clusters Score -2.249883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190366 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22498832.000000 Penalty: 6030.867676
	Iteration 26F: 3 clusters Score -2.249883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -323585.187500 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -323585.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -320476.000000 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -320476 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -321108.312500 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -321108.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -321233.125000 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -321233.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -321284.406250 Penalty: 3935.696289
	Iteration 3Q: 3 clusters Score -321284.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -321328.156250 Penalty: 3935.696289
	Iteration 4Q: 3 clusters Score -321328.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -321354.156250 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -321354.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -321372.531250 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -321372.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -321389.781250 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -321389.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -321411.187500 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -321411.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -321423.562500 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -321423.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -321434.218750 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -321434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -321440.656250 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -321440.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -321445.343750 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -321445.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -321449.593750 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -321449.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -321455.406250 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -321455.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -321459.468750 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -321459.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -321463.062500 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -321463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -321466.750000 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -321466.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -321469.812500 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -321469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -321472.312500 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -321472.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -321474.843750 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -321474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -321476.000000 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -321476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -321476.343750 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -321476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -321477.812500 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -321477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -321479.968750 Penalty: 3935.696289
	Iteration 24Q: 3 clusters Score -321480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -321482.000000 Penalty: 3935.696289
	Iteration 25Q: 3 clusters Score -321482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -321484.593750 Penalty: 3935.696289
	Iteration 26Q: 3 clusters Score -321484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -321487.312500 Penalty: 3935.696289
	Iteration 27Q: 3 clusters Score -321487.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -321489.625000 Penalty: 3935.696289
	Iteration 28Q: 3 clusters Score -321489.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -321491.718750 Penalty: 3935.696289
	Iteration 29Q: 3 clusters Score -321491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -321493.187500 Penalty: 3935.696289
	Iteration 30Q: 3 clusters Score -321493.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -321496.562500 Penalty: 3935.696289
	Iteration 31Q: 3 clusters Score -321496.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -321498.750000 Penalty: 3935.696289
	Iteration 32Q: 3 clusters Score -321498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -321502.375000 Penalty: 3935.696289
	Iteration 33Q: 3 clusters Score -321502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -321505.062500 Penalty: 3935.696289
	Iteration 34Q: 3 clusters Score -321505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -321509.156250 Penalty: 3935.696289
	Iteration 35Q: 3 clusters Score -321509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -321512.062500 Penalty: 3935.696289
	Iteration 36Q: 3 clusters Score -321512.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -321516.218750 Penalty: 3935.696289
	Iteration 37Q: 3 clusters Score -321516.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -321519.687500 Penalty: 3935.696289
	Iteration 38Q: 3 clusters Score -321519.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -321524.906250 Penalty: 3935.696289
	Iteration 39Q: 3 clusters Score -321524.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -321531.343750 Penalty: 3935.696289
	Iteration 40F: 3 clusters Score -321531.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -321536.468750 Penalty: 3935.696289
	Iteration 41Q: 3 clusters Score -321536.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -321539.625000 Penalty: 3935.696289
	Iteration 42Q: 3 clusters Score -321539.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -321543.937500 Penalty: 3935.696289
	Iteration 43Q: 3 clusters Score -321543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -321548.687500 Penalty: 3935.696289
	Iteration 44Q: 3 clusters Score -321548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -321553.375000 Penalty: 3935.696289
	Iteration 45Q: 3 clusters Score -321553.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -321556.031250 Penalty: 3935.696289
	Iteration 46Q: 3 clusters Score -321556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -321559.406250 Penalty: 3935.696289
	Iteration 47Q: 3 clusters Score -321559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -321564.375000 Penalty: 3935.696289
	Iteration 48Q: 3 clusters Score -321564.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -321569.375000 Penalty: 3935.696289
	Iteration 49Q: 3 clusters Score -321569.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -321574.531250 Penalty: 3935.696289
	Iteration 50Q: 3 clusters Score -321574.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -321578.062500 Penalty: 3935.696289
	Iteration 51Q: 3 clusters Score -321578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -321579.781250 Penalty: 3935.696289
	Iteration 52Q: 3 clusters Score -321579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -321579.781250 Penalty: 3935.696289
	Iteration 53F: 3 clusters Score -321579.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -268857.781250 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -268857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -266042.218750 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -266042.2 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -266566.500000 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -266566.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -266710.656250 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -266710.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -266784.562500 Penalty: 3848.980225
	Iteration 3Q: 3 clusters Score -266784.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -266826.406250 Penalty: 3848.980225
	Iteration 4Q: 3 clusters Score -266826.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -266855.593750 Penalty: 3848.980225
	Iteration 5Q: 3 clusters Score -266855.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -266882.343750 Penalty: 3848.980225
	Iteration 6Q: 3 clusters Score -266882.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -266905.687500 Penalty: 3848.980225
	Iteration 7Q: 3 clusters Score -266905.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -266923.718750 Penalty: 3848.980225
	Iteration 8Q: 3 clusters Score -266923.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -266940.468750 Penalty: 3848.980225
	Iteration 9Q: 3 clusters Score -266940.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -266956.875000 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -266956.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -266969.812500 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -266969.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -266980.812500 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -266980.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -266989.718750 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -266989.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -267000.406250 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -267000.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -267009.500000 Penalty: 3848.980225
	Iteration 15Q: 3 clusters Score -267009.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -267019.656250 Penalty: 3848.980225
	Iteration 16Q: 3 clusters Score -267019.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -267027.093750 Penalty: 3848.980225
	Iteration 17Q: 3 clusters Score -267027.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -267035.593750 Penalty: 3848.980225
	Iteration 18Q: 3 clusters Score -267035.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267041.468750 Penalty: 3848.980225
	Iteration 19Q: 3 clusters Score -267041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -267046.812500 Penalty: 3848.980225
	Iteration 20F: 3 clusters Score -267046.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -267053.750000 Penalty: 3848.980225
	Iteration 21Q: 3 clusters Score -267053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267058.062500 Penalty: 3848.980225
	Iteration 22Q: 3 clusters Score -267058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -267062.218750 Penalty: 3848.980225
	Iteration 23Q: 3 clusters Score -267062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267066.281250 Penalty: 3848.980225
	Iteration 24Q: 3 clusters Score -267066.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -267069.562500 Penalty: 3848.980225
	Iteration 25Q: 3 clusters Score -267069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -267072.875000 Penalty: 3848.980225
	Iteration 26Q: 3 clusters Score -267072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -267072.875000 Penalty: 3848.980225
	Iteration 27F: 3 clusters Score -267072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -101229.453125 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -101229.5 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 300 members 
Entering Unmasked Estep 
Score: -99608.015625 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -99608.02 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99897.546875 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -99897.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -100170.234375 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -100170.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -100349.867188 Penalty: 3214.102051
	Iteration 3F: 3 clusters Score -100349.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -100481.132812 Penalty: 3214.102051
	Iteration 4F: 3 clusters Score -100481.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -100580.835938 Penalty: 3214.102051
	Iteration 5Q: 3 clusters Score -100580.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -100619.148438 Penalty: 3214.102051
	Iteration 6Q: 3 clusters Score -100619.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -100635.242188 Penalty: 3214.102051
	Iteration 7Q: 3 clusters Score -100635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -100650.968750 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -100651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -100653.984375 Penalty: 3214.102051
	Iteration 9Q: 3 clusters Score -100654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -100653.984375 Penalty: 3214.102051
	Iteration 10F: 3 clusters Score -100654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (26641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Entering Unmasked Estep 
Score: -3113032.750000 Penalty: 2527.171143
	Iteration 0F: 2 clusters Score -3113033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3094636.750000 Penalty: 5054.342285
	Iteration 0F: 3 clusters Score -3094637 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3101130.750000 Penalty: 5054.342285
	Iteration 1F: 3 clusters Score -3101131 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3101650.750000 Penalty: 5054.342285
	Iteration 2F: 3 clusters Score -3101651 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3102139.000000 Penalty: 5054.342285
	Iteration 3Q: 3 clusters Score -3102139 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3102636.750000 Penalty: 5054.342285
	Iteration 4Q: 3 clusters Score -3102637 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3103157.250000 Penalty: 5054.342285
	Iteration 5Q: 3 clusters Score -3103157 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3103712.000000 Penalty: 5054.342285
	Iteration 6Q: 3 clusters Score -3103712 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3104276.250000 Penalty: 5054.342285
	Iteration 7Q: 3 clusters Score -3104276 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3104828.250000 Penalty: 5054.342285
	Iteration 8Q: 3 clusters Score -3104828 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3105396.000000 Penalty: 5054.342285
	Iteration 9Q: 3 clusters Score -3105396 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3105907.750000 Penalty: 5054.342285
	Iteration 10Q: 3 clusters Score -3105908 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3106350.750000 Penalty: 5054.342285
	Iteration 11Q: 3 clusters Score -3106351 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3106803.500000 Penalty: 5054.342285
	Iteration 12Q: 3 clusters Score -3106804 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3107245.750000 Penalty: 5054.342285
	Iteration 13Q: 3 clusters Score -3107246 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3107704.500000 Penalty: 5054.342285
	Iteration 14Q: 3 clusters Score -3107704 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3108198.250000 Penalty: 5054.342285
	Iteration 15Q: 3 clusters Score -3108198 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3108649.250000 Penalty: 5054.342285
	Iteration 16Q: 3 clusters Score -3108649 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3109057.750000 Penalty: 5054.342285
	Iteration 17Q: 3 clusters Score -3109058 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3109417.250000 Penalty: 5054.342285
	Iteration 18Q: 3 clusters Score -3109417 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3109691.750000 Penalty: 5054.342285
	Iteration 19Q: 3 clusters Score -3109692 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3109958.500000 Penalty: 5054.342285
	Iteration 20F: 3 clusters Score -3109958 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3110140.750000 Penalty: 5054.342285
	Iteration 21Q: 3 clusters Score -3110141 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3110260.750000 Penalty: 5054.342285
	Iteration 22Q: 3 clusters Score -3110261 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3110362.250000 Penalty: 5054.342285
	Iteration 23Q: 3 clusters Score -3110362 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3110465.250000 Penalty: 5054.342285
	Iteration 24Q: 3 clusters Score -3110465 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3110547.000000 Penalty: 5054.342285
	Iteration 25Q: 3 clusters Score -3110547 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3110606.500000 Penalty: 5054.342285
	Iteration 26Q: 3 clusters Score -3110606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3110642.250000 Penalty: 5054.342285
	Iteration 27Q: 3 clusters Score -3110642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3110669.750000 Penalty: 5054.342285
	Iteration 28Q: 3 clusters Score -3110670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3110699.250000 Penalty: 5054.342285
	Iteration 29Q: 3 clusters Score -3110699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3110719.000000 Penalty: 5054.342285
	Iteration 30Q: 3 clusters Score -3110719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3110727.250000 Penalty: 5054.342285
	Iteration 31Q: 3 clusters Score -3110727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3110747.500000 Penalty: 5054.342285
	Iteration 32Q: 3 clusters Score -3110748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3110765.500000 Penalty: 5054.342285
	Iteration 33Q: 3 clusters Score -3110766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3110785.000000 Penalty: 5054.342285
	Iteration 34Q: 3 clusters Score -3110785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3110792.750000 Penalty: 5054.342285
	Iteration 35Q: 3 clusters Score -3110793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3110810.000000 Penalty: 5054.342285
	Iteration 36Q: 3 clusters Score -3110810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3110815.250000 Penalty: 5054.342285
	Iteration 37Q: 3 clusters Score -3110815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3110819.500000 Penalty: 5054.342285
	Iteration 38Q: 3 clusters Score -3110820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3110827.750000 Penalty: 5054.342285
	Iteration 39Q: 3 clusters Score -3110828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3110837.000000 Penalty: 5054.342285
	Iteration 40F: 3 clusters Score -3110837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3110845.750000 Penalty: 5054.342285
	Iteration 41Q: 3 clusters Score -3110846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3110862.500000 Penalty: 5054.342285
	Iteration 42Q: 3 clusters Score -3110862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3110864.000000 Penalty: 5054.342285
	Iteration 43Q: 3 clusters Score -3110864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3110873.000000 Penalty: 5054.342285
	Iteration 44Q: 3 clusters Score -3110873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3110879.000000 Penalty: 5054.342285
	Iteration 45Q: 3 clusters Score -3110879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3110878.750000 Penalty: 5054.342285
	Iteration 46Q: 3 clusters Score -3110879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3110881.750000 Penalty: 5054.342285
	Iteration 47Q: 3 clusters Score -3110882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3110880.000000 Penalty: 5054.342285
	Iteration 48Q: 3 clusters Score -3110880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3110884.750000 Penalty: 5054.342285
	Iteration 49Q: 3 clusters Score -3110885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3110884.250000 Penalty: 5054.342285
	Iteration 50Q: 3 clusters Score -3110884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3110883.750000 Penalty: 5054.342285
	Iteration 51Q: 3 clusters Score -3110884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3110883.750000 Penalty: 5054.342285
	Iteration 52F: 3 clusters Score -3110884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -549378.875000 Penalty: 2099.647705
	Iteration 0F: 2 clusters Score -549378.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -545054.187500 Penalty: 4199.295410
	Iteration 0F: 3 clusters Score -545054.2 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -546071.875000 Penalty: 4199.295410
	Iteration 1F: 3 clusters Score -546071.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -546261.812500 Penalty: 4199.295410
	Iteration 2F: 3 clusters Score -546261.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -546375.812500 Penalty: 4199.295410
	Iteration 3Q: 3 clusters Score -546375.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -546458.750000 Penalty: 4199.295410
	Iteration 4Q: 3 clusters Score -546458.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -546522.812500 Penalty: 4199.295410
	Iteration 5Q: 3 clusters Score -546522.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -546575.187500 Penalty: 4199.295410
	Iteration 6Q: 3 clusters Score -546575.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -546641.125000 Penalty: 4199.295410
	Iteration 7Q: 3 clusters Score -546641.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -546713.812500 Penalty: 4199.295410
	Iteration 8Q: 3 clusters Score -546713.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -546796.375000 Penalty: 4199.295410
	Iteration 9Q: 3 clusters Score -546796.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -546892.000000 Penalty: 4199.295410
	Iteration 10Q: 3 clusters Score -546892 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -546988.000000 Penalty: 4199.295410
	Iteration 11Q: 3 clusters Score -546988 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -547086.500000 Penalty: 4199.295410
	Iteration 12Q: 3 clusters Score -547086.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -547180.937500 Penalty: 4199.295410
	Iteration 13Q: 3 clusters Score -547180.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -547265.250000 Penalty: 4199.295410
	Iteration 14Q: 3 clusters Score -547265.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -547351.000000 Penalty: 4199.295410
	Iteration 15Q: 3 clusters Score -547351 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -547428.125000 Penalty: 4199.295410
	Iteration 16Q: 3 clusters Score -547428.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -547477.000000 Penalty: 4199.295410
	Iteration 17Q: 3 clusters Score -547477 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -547520.250000 Penalty: 4199.295410
	Iteration 18Q: 3 clusters Score -547520.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -547555.375000 Penalty: 4199.295410
	Iteration 19Q: 3 clusters Score -547555.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -547591.250000 Penalty: 4199.295410
	Iteration 20F: 3 clusters Score -547591.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -547613.812500 Penalty: 4199.295410
	Iteration 21Q: 3 clusters Score -547613.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -547625.000000 Penalty: 4199.295410
	Iteration 22Q: 3 clusters Score -547625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -547637.562500 Penalty: 4199.295410
	Iteration 23Q: 3 clusters Score -547637.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -547646.812500 Penalty: 4199.295410
	Iteration 24Q: 3 clusters Score -547646.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -547652.250000 Penalty: 4199.295410
	Iteration 25Q: 3 clusters Score -547652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -547661.125000 Penalty: 4199.295410
	Iteration 26Q: 3 clusters Score -547661.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -547670.312500 Penalty: 4199.295410
	Iteration 27Q: 3 clusters Score -547670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -547675.812500 Penalty: 4199.295410
	Iteration 28Q: 3 clusters Score -547675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -547680.625000 Penalty: 4199.295410
	Iteration 29Q: 3 clusters Score -547680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -547683.687500 Penalty: 4199.295410
	Iteration 30Q: 3 clusters Score -547683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -547685.312500 Penalty: 4199.295410
	Iteration 31Q: 3 clusters Score -547685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -547689.562500 Penalty: 4199.295410
	Iteration 32Q: 3 clusters Score -547689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -547689.937500 Penalty: 4199.295410
	Iteration 33Q: 3 clusters Score -547689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -547692.125000 Penalty: 4199.295410
	Iteration 34Q: 3 clusters Score -547692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -547691.812500 Penalty: 4199.295410
	Iteration 35Q: 3 clusters Score -547691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -547693.437500 Penalty: 4199.295410
	Iteration 36Q: 3 clusters Score -547693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -547693.187500 Penalty: 4199.295410
	Iteration 37Q: 3 clusters Score -547693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -547693.187500 Penalty: 4199.295410
	Iteration 38F: 3 clusters Score -547693.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Entering Unmasked Estep 
Score: -783570.687500 Penalty: 2188.447266
	Iteration 0F: 2 clusters Score -783570.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -777897.437500 Penalty: 4376.894531
	Iteration 0F: 3 clusters Score -777897.4 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -779336.000000 Penalty: 4376.894531
	Iteration 1F: 3 clusters Score -779336 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -779583.875000 Penalty: 4376.894531
	Iteration 2F: 3 clusters Score -779583.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -779747.625000 Penalty: 4376.894531
	Iteration 3F: 3 clusters Score -779747.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -779866.500000 Penalty: 4376.894531
	Iteration 4Q: 3 clusters Score -779866.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -779965.187500 Penalty: 4376.894531
	Iteration 5Q: 3 clusters Score -779965.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -780042.062500 Penalty: 4376.894531
	Iteration 6Q: 3 clusters Score -780042.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -780127.187500 Penalty: 4376.894531
	Iteration 7Q: 3 clusters Score -780127.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -780211.187500 Penalty: 4376.894531
	Iteration 8Q: 3 clusters Score -780211.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -780290.312500 Penalty: 4376.894531
	Iteration 9Q: 3 clusters Score -780290.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -780371.875000 Penalty: 4376.894531
	Iteration 10Q: 3 clusters Score -780371.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -780463.750000 Penalty: 4376.894531
	Iteration 11Q: 3 clusters Score -780463.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -780580.500000 Penalty: 4376.894531
	Iteration 12Q: 3 clusters Score -780580.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -780689.625000 Penalty: 4376.894531
	Iteration 13Q: 3 clusters Score -780689.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -780804.125000 Penalty: 4376.894531
	Iteration 14Q: 3 clusters Score -780804.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -780892.812500 Penalty: 4376.894531
	Iteration 15Q: 3 clusters Score -780892.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -780954.375000 Penalty: 4376.894531
	Iteration 16Q: 3 clusters Score -780954.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -781010.687500 Penalty: 4376.894531
	Iteration 17Q: 3 clusters Score -781010.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -781063.375000 Penalty: 4376.894531
	Iteration 18Q: 3 clusters Score -781063.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -781114.375000 Penalty: 4376.894531
	Iteration 19Q: 3 clusters Score -781114.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -781169.062500 Penalty: 4376.894531
	Iteration 20F: 3 clusters Score -781169.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -781225.750000 Penalty: 4376.894531
	Iteration 21Q: 3 clusters Score -781225.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -781273.375000 Penalty: 4376.894531
	Iteration 22Q: 3 clusters Score -781273.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -781308.625000 Penalty: 4376.894531
	Iteration 23Q: 3 clusters Score -781308.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -781340.437500 Penalty: 4376.894531
	Iteration 24Q: 3 clusters Score -781340.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -781376.437500 Penalty: 4376.894531
	Iteration 25Q: 3 clusters Score -781376.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -781423.812500 Penalty: 4376.894531
	Iteration 26Q: 3 clusters Score -781423.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -781487.625000 Penalty: 4376.894531
	Iteration 27Q: 3 clusters Score -781487.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -781600.250000 Penalty: 4376.894531
	Iteration 28Q: 3 clusters Score -781600.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -781787.500000 Penalty: 4376.894531
	Iteration 29Q: 3 clusters Score -781787.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -782060.562500 Penalty: 4376.894531
	Iteration 30Q: 3 clusters Score -782060.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -782254.750000 Penalty: 4376.894531
	Iteration 31Q: 3 clusters Score -782254.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -782374.000000 Penalty: 4376.894531
	Iteration 32Q: 3 clusters Score -782374 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -782462.687500 Penalty: 4376.894531
	Iteration 33Q: 3 clusters Score -782462.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -782521.500000 Penalty: 4376.894531
	Iteration 34Q: 3 clusters Score -782521.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -782561.125000 Penalty: 4376.894531
	Iteration 35Q: 3 clusters Score -782561.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -782586.250000 Penalty: 4376.894531
	Iteration 36Q: 3 clusters Score -782586.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -782608.375000 Penalty: 4376.894531
	Iteration 37Q: 3 clusters Score -782608.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -782624.312500 Penalty: 4376.894531
	Iteration 38Q: 3 clusters Score -782624.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -782637.062500 Penalty: 4376.894531
	Iteration 39Q: 3 clusters Score -782637.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -782646.687500 Penalty: 4376.894531
	Iteration 40F: 3 clusters Score -782646.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -782654.750000 Penalty: 4376.894531
	Iteration 41Q: 3 clusters Score -782654.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -782662.125000 Penalty: 4376.894531
	Iteration 42Q: 3 clusters Score -782662.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -782671.812500 Penalty: 4376.894531
	Iteration 43Q: 3 clusters Score -782671.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -782679.125000 Penalty: 4376.894531
	Iteration 44Q: 3 clusters Score -782679.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -782681.937500 Penalty: 4376.894531
	Iteration 45Q: 3 clusters Score -782681.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -782685.437500 Penalty: 4376.894531
	Iteration 46Q: 3 clusters Score -782685.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -782688.562500 Penalty: 4376.894531
	Iteration 47Q: 3 clusters Score -782688.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -782693.562500 Penalty: 4376.894531
	Iteration 48Q: 3 clusters Score -782693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -782692.625000 Penalty: 4376.894531
	Iteration 49Q: 3 clusters Score -782692.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -782694.937500 Penalty: 4376.894531
	Iteration 50Q: 3 clusters Score -782694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -782698.500000 Penalty: 4376.894531
	Iteration 51Q: 3 clusters Score -782698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -782699.812500 Penalty: 4376.894531
	Iteration 52Q: 3 clusters Score -782699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -782699.187500 Penalty: 4376.894531
	Iteration 53Q: 3 clusters Score -782699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -782698.250000 Penalty: 4376.894531
	Iteration 54Q: 3 clusters Score -782698.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -782698.250000 Penalty: 4376.894531
	Iteration 55F: 3 clusters Score -782698.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (12576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Entering Unmasked Estep 
Score: -1491471.875000 Penalty: 2341.007324
	Iteration 0F: 2 clusters Score -1491472 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 6273 members 
Entering Unmasked Estep 
Score: -1482122.875000 Penalty: 4682.014648
	Iteration 0F: 3 clusters Score -1482123 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1484934.250000 Penalty: 4682.014648
	Iteration 1F: 3 clusters Score -1484934 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1485258.500000 Penalty: 4682.014648
	Iteration 2F: 3 clusters Score -1485258 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1485463.375000 Penalty: 4682.014648
	Iteration 3Q: 3 clusters Score -1485463 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1485610.000000 Penalty: 4682.014648
	Iteration 4Q: 3 clusters Score -1485610 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1485745.125000 Penalty: 4682.014648
	Iteration 5Q: 3 clusters Score -1485745 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1485866.750000 Penalty: 4682.014648
	Iteration 6Q: 3 clusters Score -1485867 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1485978.625000 Penalty: 4682.014648
	Iteration 7Q: 3 clusters Score -1485979 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1486060.000000 Penalty: 4682.014648
	Iteration 8Q: 3 clusters Score -1486060 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1486130.375000 Penalty: 4682.014648
	Iteration 9Q: 3 clusters Score -1486130 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1486206.375000 Penalty: 4682.014648
	Iteration 10Q: 3 clusters Score -1486206 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1486285.750000 Penalty: 4682.014648
	Iteration 11Q: 3 clusters Score -1486286 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1486366.625000 Penalty: 4682.014648
	Iteration 12Q: 3 clusters Score -1486367 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1486461.000000 Penalty: 4682.014648
	Iteration 13Q: 3 clusters Score -1486461 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1486568.500000 Penalty: 4682.014648
	Iteration 14Q: 3 clusters Score -1486568 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1486678.000000 Penalty: 4682.014648
	Iteration 15Q: 3 clusters Score -1486678 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1486807.500000 Penalty: 4682.014648
	Iteration 16Q: 3 clusters Score -1486808 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1486972.000000 Penalty: 4682.014648
	Iteration 17Q: 3 clusters Score -1486972 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1487187.000000 Penalty: 4682.014648
	Iteration 18Q: 3 clusters Score -1487187 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1487445.625000 Penalty: 4682.014648
	Iteration 19Q: 3 clusters Score -1487446 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1487719.250000 Penalty: 4682.014648
	Iteration 20F: 3 clusters Score -1487719 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1487984.125000 Penalty: 4682.014648
	Iteration 21Q: 3 clusters Score -1487984 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1488203.500000 Penalty: 4682.014648
	Iteration 22Q: 3 clusters Score -1488204 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1488407.500000 Penalty: 4682.014648
	Iteration 23Q: 3 clusters Score -1488408 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1488606.000000 Penalty: 4682.014648
	Iteration 24Q: 3 clusters Score -1488606 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1488791.500000 Penalty: 4682.014648
	Iteration 25Q: 3 clusters Score -1488792 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1488984.625000 Penalty: 4682.014648
	Iteration 26Q: 3 clusters Score -1488985 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1489167.500000 Penalty: 4682.014648
	Iteration 27Q: 3 clusters Score -1489168 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1489341.875000 Penalty: 4682.014648
	Iteration 28Q: 3 clusters Score -1489342 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1489464.875000 Penalty: 4682.014648
	Iteration 29Q: 3 clusters Score -1489465 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1489533.375000 Penalty: 4682.014648
	Iteration 30Q: 3 clusters Score -1489533 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1489575.875000 Penalty: 4682.014648
	Iteration 31Q: 3 clusters Score -1489576 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1489596.500000 Penalty: 4682.014648
	Iteration 32Q: 3 clusters Score -1489596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1489614.625000 Penalty: 4682.014648
	Iteration 33Q: 3 clusters Score -1489615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1489626.750000 Penalty: 4682.014648
	Iteration 34Q: 3 clusters Score -1489627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1489635.750000 Penalty: 4682.014648
	Iteration 35Q: 3 clusters Score -1489636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1489643.500000 Penalty: 4682.014648
	Iteration 36Q: 3 clusters Score -1489644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1489646.875000 Penalty: 4682.014648
	Iteration 37Q: 3 clusters Score -1489647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1489650.875000 Penalty: 4682.014648
	Iteration 38Q: 3 clusters Score -1489651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1489653.375000 Penalty: 4682.014648
	Iteration 39Q: 3 clusters Score -1489653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1489656.000000 Penalty: 4682.014648
	Iteration 40F: 3 clusters Score -1489656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1489659.125000 Penalty: 4682.014648
	Iteration 41Q: 3 clusters Score -1489659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1489659.000000 Penalty: 4682.014648
	Iteration 42Q: 3 clusters Score -1489659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1489657.875000 Penalty: 4682.014648
	Iteration 43Q: 3 clusters Score -1489658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1489660.750000 Penalty: 4682.014648
	Iteration 44Q: 3 clusters Score -1489661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1489659.125000 Penalty: 4682.014648
	Iteration 45Q: 3 clusters Score -1489659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1489659.125000 Penalty: 4682.014648
	Iteration 46Q: 3 clusters Score -1489659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1489661.125000 Penalty: 4682.014648
	Iteration 47Q: 3 clusters Score -1489661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1489660.625000 Penalty: 4682.014648
	Iteration 48Q: 3 clusters Score -1489661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1489662.750000 Penalty: 4682.014648
	Iteration 49Q: 3 clusters Score -1489663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1489662.750000 Penalty: 4682.014648
	Iteration 50F: 3 clusters Score -1489663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (11175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Entering Unmasked Estep 
Score: -1297664.750000 Penalty: 2311.715576
	Iteration 0F: 2 clusters Score -1297665 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 5637 members 
Entering Unmasked Estep 
Score: -1289252.625000 Penalty: 4623.431152
	Iteration 0F: 3 clusters Score -1289253 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1291779.250000 Penalty: 4623.431152
	Iteration 1F: 3 clusters Score -1291779 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1292063.375000 Penalty: 4623.431152
	Iteration 2F: 3 clusters Score -1292063 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1292275.375000 Penalty: 4623.431152
	Iteration 3Q: 3 clusters Score -1292275 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1292448.500000 Penalty: 4623.431152
	Iteration 4Q: 3 clusters Score -1292448 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1292615.250000 Penalty: 4623.431152
	Iteration 5Q: 3 clusters Score -1292615 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1292792.125000 Penalty: 4623.431152
	Iteration 6Q: 3 clusters Score -1292792 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1292973.625000 Penalty: 4623.431152
	Iteration 7Q: 3 clusters Score -1292974 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1293184.250000 Penalty: 4623.431152
	Iteration 8Q: 3 clusters Score -1293184 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1293398.875000 Penalty: 4623.431152
	Iteration 9Q: 3 clusters Score -1293399 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1293639.125000 Penalty: 4623.431152
	Iteration 10Q: 3 clusters Score -1293639 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1293904.125000 Penalty: 4623.431152
	Iteration 11Q: 3 clusters Score -1293904 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1294156.125000 Penalty: 4623.431152
	Iteration 12Q: 3 clusters Score -1294156 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1294385.250000 Penalty: 4623.431152
	Iteration 13Q: 3 clusters Score -1294385 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1294614.500000 Penalty: 4623.431152
	Iteration 14Q: 3 clusters Score -1294614 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1294832.125000 Penalty: 4623.431152
	Iteration 15Q: 3 clusters Score -1294832 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1295009.125000 Penalty: 4623.431152
	Iteration 16Q: 3 clusters Score -1295009 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1295156.750000 Penalty: 4623.431152
	Iteration 17Q: 3 clusters Score -1295157 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1295263.875000 Penalty: 4623.431152
	Iteration 18Q: 3 clusters Score -1295264 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1295336.500000 Penalty: 4623.431152
	Iteration 19Q: 3 clusters Score -1295336 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1295389.125000 Penalty: 4623.431152
	Iteration 20F: 3 clusters Score -1295389 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1295432.625000 Penalty: 4623.431152
	Iteration 21Q: 3 clusters Score -1295433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1295481.125000 Penalty: 4623.431152
	Iteration 22Q: 3 clusters Score -1295481 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1295519.875000 Penalty: 4623.431152
	Iteration 23Q: 3 clusters Score -1295520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1295556.375000 Penalty: 4623.431152
	Iteration 24Q: 3 clusters Score -1295556 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1295589.000000 Penalty: 4623.431152
	Iteration 25Q: 3 clusters Score -1295589 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1295627.375000 Penalty: 4623.431152
	Iteration 26Q: 3 clusters Score -1295627 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1295655.375000 Penalty: 4623.431152
	Iteration 27Q: 3 clusters Score -1295655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1295686.000000 Penalty: 4623.431152
	Iteration 28Q: 3 clusters Score -1295686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1295711.375000 Penalty: 4623.431152
	Iteration 29Q: 3 clusters Score -1295711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1295733.125000 Penalty: 4623.431152
	Iteration 30Q: 3 clusters Score -1295733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1295758.500000 Penalty: 4623.431152
	Iteration 31Q: 3 clusters Score -1295758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1295778.000000 Penalty: 4623.431152
	Iteration 32Q: 3 clusters Score -1295778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1295788.125000 Penalty: 4623.431152
	Iteration 33Q: 3 clusters Score -1295788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1295798.625000 Penalty: 4623.431152
	Iteration 34Q: 3 clusters Score -1295799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1295813.375000 Penalty: 4623.431152
	Iteration 35Q: 3 clusters Score -1295813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1295826.875000 Penalty: 4623.431152
	Iteration 36Q: 3 clusters Score -1295827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1295833.875000 Penalty: 4623.431152
	Iteration 37Q: 3 clusters Score -1295834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1295846.500000 Penalty: 4623.431152
	Iteration 38Q: 3 clusters Score -1295846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1295858.875000 Penalty: 4623.431152
	Iteration 39Q: 3 clusters Score -1295859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1295861.875000 Penalty: 4623.431152
	Iteration 40F: 3 clusters Score -1295862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1295865.125000 Penalty: 4623.431152
	Iteration 41Q: 3 clusters Score -1295865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1295871.125000 Penalty: 4623.431152
	Iteration 42Q: 3 clusters Score -1295871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1295876.125000 Penalty: 4623.431152
	Iteration 43Q: 3 clusters Score -1295876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1295878.375000 Penalty: 4623.431152
	Iteration 44Q: 3 clusters Score -1295878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1295881.250000 Penalty: 4623.431152
	Iteration 45Q: 3 clusters Score -1295881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1295881.375000 Penalty: 4623.431152
	Iteration 46Q: 3 clusters Score -1295881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1295882.500000 Penalty: 4623.431152
	Iteration 47Q: 3 clusters Score -1295882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1295884.250000 Penalty: 4623.431152
	Iteration 48Q: 3 clusters Score -1295884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1295885.750000 Penalty: 4623.431152
	Iteration 49Q: 3 clusters Score -1295886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1295888.250000 Penalty: 4623.431152
	Iteration 50Q: 3 clusters Score -1295888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1295892.250000 Penalty: 4623.431152
	Iteration 51Q: 3 clusters Score -1295892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1295892.375000 Penalty: 4623.431152
	Iteration 52Q: 3 clusters Score -1295892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1295892.625000 Penalty: 4623.431152
	Iteration 53Q: 3 clusters Score -1295893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1295892.625000 Penalty: 4623.431152
	Iteration 54F: 3 clusters Score -1295893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -74759.875000 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -74759.88 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 273 members 
Entering Unmasked Estep 
Score: -73205.265625 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -73205.27 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73590.796875 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -73590.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73902.296875 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -73902.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74349.734375 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -74349.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74653.132812 Penalty: 3140.425049
	Iteration 4F: 3 clusters Score -74653.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74723.218750 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -74723.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74740.882812 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -74740.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74752.140625 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -74752.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74755.265625 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -74755.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74755.265625 Penalty: 3140.425049
	Iteration 9F: 3 clusters Score -74755.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -289791.656250 Penalty: 1889.082397
	Iteration 0F: 2 clusters Score -289791.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -287220.906250 Penalty: 3778.164795
	Iteration 0F: 3 clusters Score -287220.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -287829.531250 Penalty: 3778.164795
	Iteration 1F: 3 clusters Score -287829.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -288103.531250 Penalty: 3778.164795
	Iteration 2F: 3 clusters Score -288103.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -288342.218750 Penalty: 3778.164795
	Iteration 3F: 3 clusters Score -288342.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -288508.031250 Penalty: 3778.164795
	Iteration 4F: 3 clusters Score -288508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -288663.218750 Penalty: 3778.164795
	Iteration 5F: 3 clusters Score -288663.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -288792.437500 Penalty: 3778.164795
	Iteration 6Q: 3 clusters Score -288792.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -288873.531250 Penalty: 3778.164795
	Iteration 7Q: 3 clusters Score -288873.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -288942.937500 Penalty: 3778.164795
	Iteration 8Q: 3 clusters Score -288942.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -288996.437500 Penalty: 3778.164795
	Iteration 9Q: 3 clusters Score -288996.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289032.406250 Penalty: 3778.164795
	Iteration 10Q: 3 clusters Score -289032.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -289055.062500 Penalty: 3778.164795
	Iteration 11Q: 3 clusters Score -289055.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -289073.937500 Penalty: 3778.164795
	Iteration 12Q: 3 clusters Score -289073.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -289097.312500 Penalty: 3778.164795
	Iteration 13Q: 3 clusters Score -289097.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -289128.500000 Penalty: 3778.164795
	Iteration 14Q: 3 clusters Score -289128.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -289148.187500 Penalty: 3778.164795
	Iteration 15Q: 3 clusters Score -289148.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -289158.718750 Penalty: 3778.164795
	Iteration 16Q: 3 clusters Score -289158.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -289170.218750 Penalty: 3778.164795
	Iteration 17Q: 3 clusters Score -289170.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -289179.125000 Penalty: 3778.164795
	Iteration 18Q: 3 clusters Score -289179.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289188.750000 Penalty: 3778.164795
	Iteration 19Q: 3 clusters Score -289188.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -289208.937500 Penalty: 3778.164795
	Iteration 20F: 3 clusters Score -289208.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -289225.437500 Penalty: 3778.164795
	Iteration 21Q: 3 clusters Score -289225.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -289243.000000 Penalty: 3778.164795
	Iteration 22Q: 3 clusters Score -289243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289255.281250 Penalty: 3778.164795
	Iteration 23Q: 3 clusters Score -289255.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -289268.031250 Penalty: 3778.164795
	Iteration 24Q: 3 clusters Score -289268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -289273.875000 Penalty: 3778.164795
	Iteration 25Q: 3 clusters Score -289273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289277.812500 Penalty: 3778.164795
	Iteration 26Q: 3 clusters Score -289277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289281.656250 Penalty: 3778.164795
	Iteration 27Q: 3 clusters Score -289281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -289287.437500 Penalty: 3778.164795
	Iteration 28Q: 3 clusters Score -289287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -289291.937500 Penalty: 3778.164795
	Iteration 29Q: 3 clusters Score -289291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -289299.875000 Penalty: 3778.164795
	Iteration 30Q: 3 clusters Score -289299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -289303.937500 Penalty: 3778.164795
	Iteration 31Q: 3 clusters Score -289303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -289311.375000 Penalty: 3778.164795
	Iteration 32Q: 3 clusters Score -289311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -289317.343750 Penalty: 3778.164795
	Iteration 33Q: 3 clusters Score -289317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -289319.031250 Penalty: 3778.164795
	Iteration 34Q: 3 clusters Score -289319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -289321.437500 Penalty: 3778.164795
	Iteration 35Q: 3 clusters Score -289321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -289323.406250 Penalty: 3778.164795
	Iteration 36Q: 3 clusters Score -289323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289324.093750 Penalty: 3778.164795
	Iteration 37Q: 3 clusters Score -289324.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289324.093750 Penalty: 3778.164795
	Iteration 38F: 3 clusters Score -289324.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -752761.875000 Penalty: 2175.068848
	Iteration 0F: 2 clusters Score -752761.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -747296.687500 Penalty: 4350.137695
	Iteration 0F: 3 clusters Score -747296.7 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -748642.812500 Penalty: 4350.137695
	Iteration 1F: 3 clusters Score -748642.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -748960.812500 Penalty: 4350.137695
	Iteration 2F: 3 clusters Score -748960.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -749203.062500 Penalty: 4350.137695
	Iteration 3F: 3 clusters Score -749203.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -749421.375000 Penalty: 4350.137695
	Iteration 4F: 3 clusters Score -749421.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -749616.750000 Penalty: 4350.137695
	Iteration 5Q: 3 clusters Score -749616.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -749812.125000 Penalty: 4350.137695
	Iteration 6Q: 3 clusters Score -749812.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -750020.312500 Penalty: 4350.137695
	Iteration 7Q: 3 clusters Score -750020.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -750264.187500 Penalty: 4350.137695
	Iteration 8Q: 3 clusters Score -750264.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -750507.125000 Penalty: 4350.137695
	Iteration 9Q: 3 clusters Score -750507.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -750724.125000 Penalty: 4350.137695
	Iteration 10Q: 3 clusters Score -750724.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -750880.812500 Penalty: 4350.137695
	Iteration 11Q: 3 clusters Score -750880.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -751009.250000 Penalty: 4350.137695
	Iteration 12Q: 3 clusters Score -751009.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -751126.562500 Penalty: 4350.137695
	Iteration 13Q: 3 clusters Score -751126.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -751220.187500 Penalty: 4350.137695
	Iteration 14Q: 3 clusters Score -751220.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -751290.250000 Penalty: 4350.137695
	Iteration 15Q: 3 clusters Score -751290.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -751336.750000 Penalty: 4350.137695
	Iteration 16Q: 3 clusters Score -751336.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -751371.812500 Penalty: 4350.137695
	Iteration 17Q: 3 clusters Score -751371.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -751397.312500 Penalty: 4350.137695
	Iteration 18Q: 3 clusters Score -751397.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -751417.187500 Penalty: 4350.137695
	Iteration 19Q: 3 clusters Score -751417.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -751435.937500 Penalty: 4350.137695
	Iteration 20F: 3 clusters Score -751435.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -751461.437500 Penalty: 4350.137695
	Iteration 21Q: 3 clusters Score -751461.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -751481.562500 Penalty: 4350.137695
	Iteration 22Q: 3 clusters Score -751481.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -751499.500000 Penalty: 4350.137695
	Iteration 23Q: 3 clusters Score -751499.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -751514.250000 Penalty: 4350.137695
	Iteration 24Q: 3 clusters Score -751514.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -751519.312500 Penalty: 4350.137695
	Iteration 25Q: 3 clusters Score -751519.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -751523.625000 Penalty: 4350.137695
	Iteration 26Q: 3 clusters Score -751523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -751525.812500 Penalty: 4350.137695
	Iteration 27Q: 3 clusters Score -751525.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -751529.500000 Penalty: 4350.137695
	Iteration 28Q: 3 clusters Score -751529.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -751529.437500 Penalty: 4350.137695
	Iteration 29Q: 3 clusters Score -751529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -751533.250000 Penalty: 4350.137695
	Iteration 30Q: 3 clusters Score -751533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -751533.687500 Penalty: 4350.137695
	Iteration 31Q: 3 clusters Score -751533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -751534.250000 Penalty: 4350.137695
	Iteration 32Q: 3 clusters Score -751534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -751534.312500 Penalty: 4350.137695
	Iteration 33Q: 3 clusters Score -751534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -751535.187500 Penalty: 4350.137695
	Iteration 34Q: 3 clusters Score -751535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -751536.125000 Penalty: 4350.137695
	Iteration 35Q: 3 clusters Score -751536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -751536.000000 Penalty: 4350.137695
	Iteration 36Q: 3 clusters Score -751536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -751536.812500 Penalty: 4350.137695
	Iteration 37Q: 3 clusters Score -751536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -751536.812500 Penalty: 4350.137695
	Iteration 38F: 3 clusters Score -751536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Entering Unmasked Estep 
Score: -988214.312500 Penalty: 2247.480225
	Iteration 0F: 2 clusters Score -988214.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -981373.187500 Penalty: 4494.960449
	Iteration 0F: 3 clusters Score -981373.2 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -983372.812500 Penalty: 4494.960449
	Iteration 1F: 3 clusters Score -983372.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -983703.375000 Penalty: 4494.960449
	Iteration 2F: 3 clusters Score -983703.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -983949.312500 Penalty: 4494.960449
	Iteration 3F: 3 clusters Score -983949.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -984143.312500 Penalty: 4494.960449
	Iteration 4Q: 3 clusters Score -984143.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -984308.750000 Penalty: 4494.960449
	Iteration 5Q: 3 clusters Score -984308.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -984434.937500 Penalty: 4494.960449
	Iteration 6Q: 3 clusters Score -984434.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -984554.437500 Penalty: 4494.960449
	Iteration 7Q: 3 clusters Score -984554.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -984662.187500 Penalty: 4494.960449
	Iteration 8Q: 3 clusters Score -984662.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -984758.062500 Penalty: 4494.960449
	Iteration 9Q: 3 clusters Score -984758.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -984847.687500 Penalty: 4494.960449
	Iteration 10Q: 3 clusters Score -984847.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -984918.687500 Penalty: 4494.960449
	Iteration 11Q: 3 clusters Score -984918.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -984997.312500 Penalty: 4494.960449
	Iteration 12Q: 3 clusters Score -984997.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -985075.187500 Penalty: 4494.960449
	Iteration 13Q: 3 clusters Score -985075.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -985171.875000 Penalty: 4494.960449
	Iteration 14Q: 3 clusters Score -985171.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -985255.250000 Penalty: 4494.960449
	Iteration 15Q: 3 clusters Score -985255.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -985325.187500 Penalty: 4494.960449
	Iteration 16Q: 3 clusters Score -985325.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -985390.750000 Penalty: 4494.960449
	Iteration 17Q: 3 clusters Score -985390.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -985452.500000 Penalty: 4494.960449
	Iteration 18Q: 3 clusters Score -985452.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -985514.125000 Penalty: 4494.960449
	Iteration 19Q: 3 clusters Score -985514.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -985572.375000 Penalty: 4494.960449
	Iteration 20F: 3 clusters Score -985572.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -985629.062500 Penalty: 4494.960449
	Iteration 21Q: 3 clusters Score -985629.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -985685.875000 Penalty: 4494.960449
	Iteration 22Q: 3 clusters Score -985685.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -985729.750000 Penalty: 4494.960449
	Iteration 23Q: 3 clusters Score -985729.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -985761.625000 Penalty: 4494.960449
	Iteration 24Q: 3 clusters Score -985761.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -985789.500000 Penalty: 4494.960449
	Iteration 25Q: 3 clusters Score -985789.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -985808.250000 Penalty: 4494.960449
	Iteration 26Q: 3 clusters Score -985808.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -985826.125000 Penalty: 4494.960449
	Iteration 27Q: 3 clusters Score -985826.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -985844.312500 Penalty: 4494.960449
	Iteration 28Q: 3 clusters Score -985844.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -985860.250000 Penalty: 4494.960449
	Iteration 29Q: 3 clusters Score -985860.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -985875.812500 Penalty: 4494.960449
	Iteration 30Q: 3 clusters Score -985875.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -985891.937500 Penalty: 4494.960449
	Iteration 31Q: 3 clusters Score -985891.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -985909.437500 Penalty: 4494.960449
	Iteration 32Q: 3 clusters Score -985909.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -985924.875000 Penalty: 4494.960449
	Iteration 33Q: 3 clusters Score -985924.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -985937.937500 Penalty: 4494.960449
	Iteration 34Q: 3 clusters Score -985937.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -985949.000000 Penalty: 4494.960449
	Iteration 35Q: 3 clusters Score -985949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -985966.750000 Penalty: 4494.960449
	Iteration 36Q: 3 clusters Score -985966.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -985978.937500 Penalty: 4494.960449
	Iteration 37Q: 3 clusters Score -985978.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -985997.187500 Penalty: 4494.960449
	Iteration 38Q: 3 clusters Score -985997.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -986009.250000 Penalty: 4494.960449
	Iteration 39Q: 3 clusters Score -986009.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -986018.125000 Penalty: 4494.960449
	Iteration 40F: 3 clusters Score -986018.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -986027.250000 Penalty: 4494.960449
	Iteration 41Q: 3 clusters Score -986027.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -986030.875000 Penalty: 4494.960449
	Iteration 42Q: 3 clusters Score -986030.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -986032.812500 Penalty: 4494.960449
	Iteration 43Q: 3 clusters Score -986032.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -986038.500000 Penalty: 4494.960449
	Iteration 44Q: 3 clusters Score -986038.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -986041.187500 Penalty: 4494.960449
	Iteration 45Q: 3 clusters Score -986041.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -986046.812500 Penalty: 4494.960449
	Iteration 46Q: 3 clusters Score -986046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -986046.125000 Penalty: 4494.960449
	Iteration 47Q: 3 clusters Score -986046.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -986050.125000 Penalty: 4494.960449
	Iteration 48Q: 3 clusters Score -986050.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -986052.812500 Penalty: 4494.960449
	Iteration 49Q: 3 clusters Score -986052.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -986056.062500 Penalty: 4494.960449
	Iteration 50Q: 3 clusters Score -986056.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -986058.187500 Penalty: 4494.960449
	Iteration 51Q: 3 clusters Score -986058.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -986059.312500 Penalty: 4494.960449
	Iteration 52Q: 3 clusters Score -986059.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -986061.625000 Penalty: 4494.960449
	Iteration 53Q: 3 clusters Score -986061.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -986067.125000 Penalty: 4494.960449
	Iteration 54Q: 3 clusters Score -986067.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -986068.750000 Penalty: 4494.960449
	Iteration 55Q: 3 clusters Score -986068.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -986074.250000 Penalty: 4494.960449
	Iteration 56Q: 3 clusters Score -986074.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -986077.875000 Penalty: 4494.960449
	Iteration 57Q: 3 clusters Score -986077.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -986085.437500 Penalty: 4494.960449
	Iteration 58Q: 3 clusters Score -986085.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -986099.437500 Penalty: 4494.960449
	Iteration 59Q: 3 clusters Score -986099.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -986118.500000 Penalty: 4494.960449
	Iteration 60F: 3 clusters Score -986118.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -986143.375000 Penalty: 4494.960449
	Iteration 61Q: 3 clusters Score -986143.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -986194.125000 Penalty: 4494.960449
	Iteration 62Q: 3 clusters Score -986194.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -986244.125000 Penalty: 4494.960449
	Iteration 63Q: 3 clusters Score -986244.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -986304.625000 Penalty: 4494.960449
	Iteration 64Q: 3 clusters Score -986304.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -986349.625000 Penalty: 4494.960449
	Iteration 65Q: 3 clusters Score -986349.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -986376.875000 Penalty: 4494.960449
	Iteration 66Q: 3 clusters Score -986376.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -986399.312500 Penalty: 4494.960449
	Iteration 67Q: 3 clusters Score -986399.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -986410.562500 Penalty: 4494.960449
	Iteration 68Q: 3 clusters Score -986410.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -986416.437500 Penalty: 4494.960449
	Iteration 69Q: 3 clusters Score -986416.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -986421.375000 Penalty: 4494.960449
	Iteration 70Q: 3 clusters Score -986421.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -986421.500000 Penalty: 4494.960449
	Iteration 71Q: 3 clusters Score -986421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -986422.812500 Penalty: 4494.960449
	Iteration 72Q: 3 clusters Score -986422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -986421.562500 Penalty: 4494.960449
	Iteration 73Q: 3 clusters Score -986421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -986421.562500 Penalty: 4494.960449
	Iteration 74F: 3 clusters Score -986421.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -41397.531250 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -41397.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39976.359375 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -39976.36 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40279.832031 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -40279.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40394.664062 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -40394.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40467.476562 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -40467.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40501.171875 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -40501.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40524.238281 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -40524.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40531.253906 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -40531.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40531.253906 Penalty: 3027.977295
	Iteration 7F: 3 clusters Score -40531.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Entering Unmasked Estep 
Score: -760938.500000 Penalty: 2180.288574
	Iteration 0F: 2 clusters Score -760938.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -755371.500000 Penalty: 4360.577148
	Iteration 0F: 3 clusters Score -755371.5 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -756819.562500 Penalty: 4360.577148
	Iteration 1F: 3 clusters Score -756819.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -757104.750000 Penalty: 4360.577148
	Iteration 2F: 3 clusters Score -757104.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -757338.937500 Penalty: 4360.577148
	Iteration 3F: 3 clusters Score -757338.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -757603.625000 Penalty: 4360.577148
	Iteration 4F: 3 clusters Score -757603.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -757918.250000 Penalty: 4360.577148
	Iteration 5F: 3 clusters Score -757918.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -758317.000000 Penalty: 4360.577148
	Iteration 6F: 3 clusters Score -758317 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -758748.125000 Penalty: 4360.577148
	Iteration 7F: 3 clusters Score -758748.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -759063.250000 Penalty: 4360.577148
	Iteration 8F: 3 clusters Score -759063.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -759270.625000 Penalty: 4360.577148
	Iteration 9Q: 3 clusters Score -759270.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -759397.750000 Penalty: 4360.577148
	Iteration 10Q: 3 clusters Score -759397.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -759476.625000 Penalty: 4360.577148
	Iteration 11Q: 3 clusters Score -759476.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -759541.500000 Penalty: 4360.577148
	Iteration 12Q: 3 clusters Score -759541.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -759590.437500 Penalty: 4360.577148
	Iteration 13Q: 3 clusters Score -759590.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -759622.250000 Penalty: 4360.577148
	Iteration 14Q: 3 clusters Score -759622.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -759643.125000 Penalty: 4360.577148
	Iteration 15Q: 3 clusters Score -759643.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -759656.000000 Penalty: 4360.577148
	Iteration 16Q: 3 clusters Score -759656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -759664.250000 Penalty: 4360.577148
	Iteration 17Q: 3 clusters Score -759664.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -759670.312500 Penalty: 4360.577148
	Iteration 18Q: 3 clusters Score -759670.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -759674.062500 Penalty: 4360.577148
	Iteration 19Q: 3 clusters Score -759674.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -759675.250000 Penalty: 4360.577148
	Iteration 20F: 3 clusters Score -759675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -759676.687500 Penalty: 4360.577148
	Iteration 21Q: 3 clusters Score -759676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -759678.500000 Penalty: 4360.577148
	Iteration 22Q: 3 clusters Score -759678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -759677.562500 Penalty: 4360.577148
	Iteration 23Q: 3 clusters Score -759677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -759679.750000 Penalty: 4360.577148
	Iteration 24Q: 3 clusters Score -759679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -759679.750000 Penalty: 4360.577148
	Iteration 25F: 3 clusters Score -759679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Entering Unmasked Estep 
Score: -375170.218750 Penalty: 2010.938599
	Iteration 0F: 2 clusters Score -375170.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -371719.562500 Penalty: 4021.877197
	Iteration 0F: 3 clusters Score -371719.6 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -372493.687500 Penalty: 4021.877197
	Iteration 1F: 3 clusters Score -372493.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -372723.531250 Penalty: 4021.877197
	Iteration 2F: 3 clusters Score -372723.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -372872.500000 Penalty: 4021.877197
	Iteration 3F: 3 clusters Score -372872.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -372956.968750 Penalty: 4021.877197
	Iteration 4Q: 3 clusters Score -372957 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -373039.812500 Penalty: 4021.877197
	Iteration 5Q: 3 clusters Score -373039.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -373099.656250 Penalty: 4021.877197
	Iteration 6Q: 3 clusters Score -373099.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -373134.062500 Penalty: 4021.877197
	Iteration 7Q: 3 clusters Score -373134.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -373164.968750 Penalty: 4021.877197
	Iteration 8Q: 3 clusters Score -373165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -373192.906250 Penalty: 4021.877197
	Iteration 9Q: 3 clusters Score -373192.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -373211.718750 Penalty: 4021.877197
	Iteration 10Q: 3 clusters Score -373211.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -373237.125000 Penalty: 4021.877197
	Iteration 11Q: 3 clusters Score -373237.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -373260.593750 Penalty: 4021.877197
	Iteration 12Q: 3 clusters Score -373260.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -373283.187500 Penalty: 4021.877197
	Iteration 13Q: 3 clusters Score -373283.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -373312.812500 Penalty: 4021.877197
	Iteration 14Q: 3 clusters Score -373312.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -373348.968750 Penalty: 4021.877197
	Iteration 15Q: 3 clusters Score -373349 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -373387.031250 Penalty: 4021.877197
	Iteration 16Q: 3 clusters Score -373387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -373415.843750 Penalty: 4021.877197
	Iteration 17Q: 3 clusters Score -373415.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -373437.968750 Penalty: 4021.877197
	Iteration 18Q: 3 clusters Score -373438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -373458.843750 Penalty: 4021.877197
	Iteration 19Q: 3 clusters Score -373458.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -373482.281250 Penalty: 4021.877197
	Iteration 20F: 3 clusters Score -373482.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -373497.781250 Penalty: 4021.877197
	Iteration 21Q: 3 clusters Score -373497.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -373515.062500 Penalty: 4021.877197
	Iteration 22Q: 3 clusters Score -373515.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -373529.531250 Penalty: 4021.877197
	Iteration 23Q: 3 clusters Score -373529.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -373546.750000 Penalty: 4021.877197
	Iteration 24Q: 3 clusters Score -373546.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -373555.125000 Penalty: 4021.877197
	Iteration 25Q: 3 clusters Score -373555.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -373569.500000 Penalty: 4021.877197
	Iteration 26Q: 3 clusters Score -373569.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -373582.843750 Penalty: 4021.877197
	Iteration 27Q: 3 clusters Score -373582.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -373597.218750 Penalty: 4021.877197
	Iteration 28Q: 3 clusters Score -373597.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -373611.281250 Penalty: 4021.877197
	Iteration 29Q: 3 clusters Score -373611.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -373626.781250 Penalty: 4021.877197
	Iteration 30Q: 3 clusters Score -373626.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -373639.875000 Penalty: 4021.877197
	Iteration 31Q: 3 clusters Score -373639.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -373649.656250 Penalty: 4021.877197
	Iteration 32Q: 3 clusters Score -373649.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -373663.812500 Penalty: 4021.877197
	Iteration 33Q: 3 clusters Score -373663.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -373676.281250 Penalty: 4021.877197
	Iteration 34Q: 3 clusters Score -373676.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -373682.968750 Penalty: 4021.877197
	Iteration 35Q: 3 clusters Score -373683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -373688.562500 Penalty: 4021.877197
	Iteration 36Q: 3 clusters Score -373688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -373692.656250 Penalty: 4021.877197
	Iteration 37Q: 3 clusters Score -373692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -373695.343750 Penalty: 4021.877197
	Iteration 38Q: 3 clusters Score -373695.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -373695.531250 Penalty: 4021.877197
	Iteration 39Q: 3 clusters Score -373695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -373695.781250 Penalty: 4021.877197
	Iteration 40F: 3 clusters Score -373695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -373696.125000 Penalty: 4021.877197
	Iteration 41Q: 3 clusters Score -373696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -373696.468750 Penalty: 4021.877197
	Iteration 42Q: 3 clusters Score -373696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -373696.968750 Penalty: 4021.877197
	Iteration 43Q: 3 clusters Score -373697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -373696.968750 Penalty: 4021.877197
	Iteration 44F: 3 clusters Score -373697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -86185.468750 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -86185.47 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 321 members 
Entering Unmasked Estep 
Score: -84573.078125 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -84573.08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84924.265625 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -84924.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85065.367188 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -85065.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85148.187500 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -85148.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85238.546875 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -85238.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85310.257812 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -85310.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85373.750000 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -85373.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85394.976562 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -85394.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85405.984375 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -85405.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85416.671875 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -85416.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85418.484375 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -85418.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85418.484375 Penalty: 3209.516602
	Iteration 11F: 3 clusters Score -85418.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -213340.234375 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -213340.2 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 782 members 
Entering Unmasked Estep 
Score: -211055.609375 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -211055.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -211595.703125 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -211595.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -211970.484375 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -211970.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -212198.640625 Penalty: 3632.292725
	Iteration 3F: 3 clusters Score -212198.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -212392.093750 Penalty: 3632.292725
	Iteration 4F: 3 clusters Score -212392.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -212511.125000 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -212511.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -212601.875000 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -212601.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -212660.984375 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -212661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -212693.203125 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -212693.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -212712.843750 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -212712.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212728.078125 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -212728.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -212742.859375 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -212742.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -212759.156250 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -212759.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -212783.937500 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -212783.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -212818.609375 Penalty: 3632.292725
	Iteration 14Q: 3 clusters Score -212818.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -212844.937500 Penalty: 3632.292725
	Iteration 15Q: 3 clusters Score -212844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -212864.437500 Penalty: 3632.292725
	Iteration 16Q: 3 clusters Score -212864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -212874.828125 Penalty: 3632.292725
	Iteration 17Q: 3 clusters Score -212874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -212883.562500 Penalty: 3632.292725
	Iteration 18Q: 3 clusters Score -212883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -212890.046875 Penalty: 3632.292725
	Iteration 19Q: 3 clusters Score -212890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -212893.656250 Penalty: 3632.292725
	Iteration 20F: 3 clusters Score -212893.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -212895.140625 Penalty: 3632.292725
	Iteration 21Q: 3 clusters Score -212895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -212895.140625 Penalty: 3632.292725
	Iteration 22F: 3 clusters Score -212895.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -634062.187500 Penalty: 2134.544434
	Iteration 0F: 2 clusters Score -634062.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -629273.812500 Penalty: 4269.088867
	Iteration 0F: 3 clusters Score -629273.8 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -630360.250000 Penalty: 4269.088867
	Iteration 1F: 3 clusters Score -630360.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -630593.687500 Penalty: 4269.088867
	Iteration 2F: 3 clusters Score -630593.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -630754.125000 Penalty: 4269.088867
	Iteration 3F: 3 clusters Score -630754.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -630874.062500 Penalty: 4269.088867
	Iteration 4Q: 3 clusters Score -630874.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -631001.375000 Penalty: 4269.088867
	Iteration 5Q: 3 clusters Score -631001.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -631142.437500 Penalty: 4269.088867
	Iteration 6Q: 3 clusters Score -631142.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -631287.187500 Penalty: 4269.088867
	Iteration 7Q: 3 clusters Score -631287.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -631447.250000 Penalty: 4269.088867
	Iteration 8Q: 3 clusters Score -631447.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -631580.875000 Penalty: 4269.088867
	Iteration 9Q: 3 clusters Score -631580.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -631712.312500 Penalty: 4269.088867
	Iteration 10Q: 3 clusters Score -631712.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -631835.937500 Penalty: 4269.088867
	Iteration 11Q: 3 clusters Score -631835.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -631936.687500 Penalty: 4269.088867
	Iteration 12Q: 3 clusters Score -631936.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -632006.812500 Penalty: 4269.088867
	Iteration 13Q: 3 clusters Score -632006.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -632073.250000 Penalty: 4269.088867
	Iteration 14Q: 3 clusters Score -632073.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -632125.937500 Penalty: 4269.088867
	Iteration 15Q: 3 clusters Score -632125.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -632163.000000 Penalty: 4269.088867
	Iteration 16Q: 3 clusters Score -632163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -632188.937500 Penalty: 4269.088867
	Iteration 17Q: 3 clusters Score -632188.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -632208.312500 Penalty: 4269.088867
	Iteration 18Q: 3 clusters Score -632208.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -632231.937500 Penalty: 4269.088867
	Iteration 19Q: 3 clusters Score -632231.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -632256.875000 Penalty: 4269.088867
	Iteration 20F: 3 clusters Score -632256.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -632275.750000 Penalty: 4269.088867
	Iteration 21Q: 3 clusters Score -632275.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -632292.562500 Penalty: 4269.088867
	Iteration 22Q: 3 clusters Score -632292.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -632305.625000 Penalty: 4269.088867
	Iteration 23Q: 3 clusters Score -632305.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -632314.250000 Penalty: 4269.088867
	Iteration 24Q: 3 clusters Score -632314.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -632325.937500 Penalty: 4269.088867
	Iteration 25Q: 3 clusters Score -632325.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -632333.187500 Penalty: 4269.088867
	Iteration 26Q: 3 clusters Score -632333.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -632342.437500 Penalty: 4269.088867
	Iteration 27Q: 3 clusters Score -632342.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -632349.875000 Penalty: 4269.088867
	Iteration 28Q: 3 clusters Score -632349.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -632356.437500 Penalty: 4269.088867
	Iteration 29Q: 3 clusters Score -632356.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -632360.437500 Penalty: 4269.088867
	Iteration 30Q: 3 clusters Score -632360.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -632365.625000 Penalty: 4269.088867
	Iteration 31Q: 3 clusters Score -632365.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -632370.937500 Penalty: 4269.088867
	Iteration 32Q: 3 clusters Score -632370.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -632374.500000 Penalty: 4269.088867
	Iteration 33Q: 3 clusters Score -632374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -632376.812500 Penalty: 4269.088867
	Iteration 34Q: 3 clusters Score -632376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -632378.062500 Penalty: 4269.088867
	Iteration 35Q: 3 clusters Score -632378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -632378.500000 Penalty: 4269.088867
	Iteration 36Q: 3 clusters Score -632378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -632379.562500 Penalty: 4269.088867
	Iteration 37Q: 3 clusters Score -632379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -632381.437500 Penalty: 4269.088867
	Iteration 38Q: 3 clusters Score -632381.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -632382.375000 Penalty: 4269.088867
	Iteration 39Q: 3 clusters Score -632382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -632382.250000 Penalty: 4269.088867
	Iteration 40F: 3 clusters Score -632382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -632384.125000 Penalty: 4269.088867
	Iteration 41Q: 3 clusters Score -632384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -632384.937500 Penalty: 4269.088867
	Iteration 42Q: 3 clusters Score -632384.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -632386.375000 Penalty: 4269.088867
	Iteration 43Q: 3 clusters Score -632386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -632386.875000 Penalty: 4269.088867
	Iteration 44Q: 3 clusters Score -632386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -632387.250000 Penalty: 4269.088867
	Iteration 45Q: 3 clusters Score -632387.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -632387.250000 Penalty: 4269.088867
	Iteration 46F: 3 clusters Score -632387.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -23497.117188 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -23497.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22443.462891 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -22443.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22508.916016 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -22508.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22542.212891 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -22542.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22559.802734 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -22559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22559.802734 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -22559.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -219798.984375 Penalty: 1818.265381
	Iteration 0F: 2 clusters Score -219799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -217523.156250 Penalty: 3636.530762
	Iteration 0F: 3 clusters Score -217523.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -218228.671875 Penalty: 3636.530762
	Iteration 1F: 3 clusters Score -218228.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -218859.843750 Penalty: 3636.530762
	Iteration 2F: 3 clusters Score -218859.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -219314.437500 Penalty: 3636.530762
	Iteration 3F: 3 clusters Score -219314.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -219531.437500 Penalty: 3636.530762
	Iteration 4F: 3 clusters Score -219531.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219614.531250 Penalty: 3636.530762
	Iteration 5Q: 3 clusters Score -219614.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -219644.640625 Penalty: 3636.530762
	Iteration 6Q: 3 clusters Score -219644.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -219664.906250 Penalty: 3636.530762
	Iteration 7Q: 3 clusters Score -219664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -219683.156250 Penalty: 3636.530762
	Iteration 8Q: 3 clusters Score -219683.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -219705.937500 Penalty: 3636.530762
	Iteration 9Q: 3 clusters Score -219705.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -219723.531250 Penalty: 3636.530762
	Iteration 10Q: 3 clusters Score -219723.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219745.828125 Penalty: 3636.530762
	Iteration 11Q: 3 clusters Score -219745.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -219782.687500 Penalty: 3636.530762
	Iteration 12Q: 3 clusters Score -219782.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -219809.125000 Penalty: 3636.530762
	Iteration 13Q: 3 clusters Score -219809.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -219823.406250 Penalty: 3636.530762
	Iteration 14Q: 3 clusters Score -219823.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -219828.984375 Penalty: 3636.530762
	Iteration 15Q: 3 clusters Score -219829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -219832.250000 Penalty: 3636.530762
	Iteration 16Q: 3 clusters Score -219832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -219833.109375 Penalty: 3636.530762
	Iteration 17Q: 3 clusters Score -219833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219834.500000 Penalty: 3636.530762
	Iteration 18Q: 3 clusters Score -219834.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219836.015625 Penalty: 3636.530762
	Iteration 19Q: 3 clusters Score -219836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -219837.140625 Penalty: 3636.530762
	Iteration 20F: 3 clusters Score -219837.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -219843.000000 Penalty: 3636.530762
	Iteration 21Q: 3 clusters Score -219843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -219846.890625 Penalty: 3636.530762
	Iteration 22Q: 3 clusters Score -219846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -219850.171875 Penalty: 3636.530762
	Iteration 23Q: 3 clusters Score -219850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -219856.687500 Penalty: 3636.530762
	Iteration 24Q: 3 clusters Score -219856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219857.171875 Penalty: 3636.530762
	Iteration 25Q: 3 clusters Score -219857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -219859.281250 Penalty: 3636.530762
	Iteration 26Q: 3 clusters Score -219859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -219862.687500 Penalty: 3636.530762
	Iteration 27Q: 3 clusters Score -219862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219864.734375 Penalty: 3636.530762
	Iteration 28Q: 3 clusters Score -219864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219865.921875 Penalty: 3636.530762
	Iteration 29Q: 3 clusters Score -219865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219869.375000 Penalty: 3636.530762
	Iteration 30Q: 3 clusters Score -219869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219869.859375 Penalty: 3636.530762
	Iteration 31Q: 3 clusters Score -219869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219869.859375 Penalty: 3636.530762
	Iteration 32F: 3 clusters Score -219869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42585 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52228 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175262 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35764 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24329 members 
Mstep: Class 17 contains 9896 members 
Mstep: Class 18 contains 49242 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27222 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22158 members 
Mstep: Class 26 contains 18757 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 82397 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104073 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8947 members 
Mstep: Class 34 contains 9485 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15911 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6311 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4507 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6570 members 
Mstep: Class 50 contains 190805 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26641 members 
Mstep: Class 55 contains 4752 members 
Mstep: Class 56 contains 6798 members 
Mstep: Class 57 contains 12576 members 
Mstep: Class 58 contains 11175 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6441 members 
Mstep: Class 62 contains 8625 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3323 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 589 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 939 members 
Entering Unmasked Estep 
Score: -133764152.000000 Penalty: 260018.453125
Splitting cluster 70 changes total score from -133766072.000000 to -133764152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -361538.187500 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -361538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -358665.312500 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -358665.3 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -359517.343750 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -359517.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -359847.468750 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -359847.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -360082.125000 Penalty: 3877.542236
	Iteration 3F: 3 clusters Score -360082.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -360250.875000 Penalty: 3877.542236
	Iteration 4F: 3 clusters Score -360250.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -360345.593750 Penalty: 3877.542236
	Iteration 5Q: 3 clusters Score -360345.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -360393.250000 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -360393.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -360434.031250 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -360434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -360464.750000 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -360464.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -360497.656250 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -360497.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -360527.843750 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -360527.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -360547.156250 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -360547.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -360571.531250 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -360571.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -360596.968750 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -360597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -360634.000000 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -360634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -360656.562500 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -360656.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -360671.187500 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -360671.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -360687.468750 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -360687.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -360706.968750 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -360707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -360731.250000 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -360731.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -360749.468750 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -360749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -360765.437500 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -360765.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -360799.156250 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -360799.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -360824.031250 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -360824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -360832.281250 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -360832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -360836.500000 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -360836.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -360843.781250 Penalty: 3877.542236
	Iteration 26Q: 3 clusters Score -360843.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -360854.218750 Penalty: 3877.542236
	Iteration 27Q: 3 clusters Score -360854.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -360863.375000 Penalty: 3877.542236
	Iteration 28Q: 3 clusters Score -360863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -360870.593750 Penalty: 3877.542236
	Iteration 29Q: 3 clusters Score -360870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -360875.375000 Penalty: 3877.542236
	Iteration 30Q: 3 clusters Score -360875.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -360878.531250 Penalty: 3877.542236
	Iteration 31Q: 3 clusters Score -360878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -360878.312500 Penalty: 3877.542236
	Iteration 32Q: 3 clusters Score -360878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -360880.093750 Penalty: 3877.542236
	Iteration 33Q: 3 clusters Score -360880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -360883.718750 Penalty: 3877.542236
	Iteration 34Q: 3 clusters Score -360883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -360887.125000 Penalty: 3877.542236
	Iteration 35Q: 3 clusters Score -360887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -360887.625000 Penalty: 3877.542236
	Iteration 36Q: 3 clusters Score -360887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -360888.875000 Penalty: 3877.542236
	Iteration 37Q: 3 clusters Score -360888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -360889.500000 Penalty: 3877.542236
	Iteration 38Q: 3 clusters Score -360889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -360889.812500 Penalty: 3877.542236
	Iteration 39Q: 3 clusters Score -360889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -360889.812500 Penalty: 3877.542236
	Iteration 40F: 3 clusters Score -360889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -201142.703125 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -201142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -198967.078125 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -198967.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -199535.468750 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -199535.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -199784.390625 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -199784.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -200096.750000 Penalty: 3598.773438
	Iteration 3F: 3 clusters Score -200096.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -200284.890625 Penalty: 3598.773438
	Iteration 4F: 3 clusters Score -200284.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -200416.062500 Penalty: 3598.773438
	Iteration 5Q: 3 clusters Score -200416.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -200492.031250 Penalty: 3598.773438
	Iteration 6Q: 3 clusters Score -200492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -200532.328125 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -200532.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -200558.671875 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -200558.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -200569.484375 Penalty: 3598.773438
	Iteration 9Q: 3 clusters Score -200569.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -200576.000000 Penalty: 3598.773438
	Iteration 10Q: 3 clusters Score -200576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -200583.468750 Penalty: 3598.773438
	Iteration 11Q: 3 clusters Score -200583.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -200591.078125 Penalty: 3598.773438
	Iteration 12Q: 3 clusters Score -200591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -200593.125000 Penalty: 3598.773438
	Iteration 13Q: 3 clusters Score -200593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -200593.125000 Penalty: 3598.773438
	Iteration 14F: 3 clusters Score -200593.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -298225.250000 Penalty: 1899.006104
	Iteration 0F: 2 clusters Score -298225.2 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 1043 members 
Entering Unmasked Estep 
Score: -295611.531250 Penalty: 3798.012207
	Iteration 0F: 3 clusters Score -295611.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -296449.937500 Penalty: 3798.012207
	Iteration 1F: 3 clusters Score -296449.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -296902.343750 Penalty: 3798.012207
	Iteration 2F: 3 clusters Score -296902.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -297192.468750 Penalty: 3798.012207
	Iteration 3F: 3 clusters Score -297192.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -297385.312500 Penalty: 3798.012207
	Iteration 4F: 3 clusters Score -297385.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -297487.968750 Penalty: 3798.012207
	Iteration 5Q: 3 clusters Score -297488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -297574.781250 Penalty: 3798.012207
	Iteration 6Q: 3 clusters Score -297574.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -297661.968750 Penalty: 3798.012207
	Iteration 7Q: 3 clusters Score -297662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -297767.187500 Penalty: 3798.012207
	Iteration 8Q: 3 clusters Score -297767.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -297841.281250 Penalty: 3798.012207
	Iteration 9Q: 3 clusters Score -297841.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -297897.968750 Penalty: 3798.012207
	Iteration 10Q: 3 clusters Score -297898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -297945.750000 Penalty: 3798.012207
	Iteration 11Q: 3 clusters Score -297945.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -297987.562500 Penalty: 3798.012207
	Iteration 12Q: 3 clusters Score -297987.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -298017.437500 Penalty: 3798.012207
	Iteration 13Q: 3 clusters Score -298017.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -298054.687500 Penalty: 3798.012207
	Iteration 14Q: 3 clusters Score -298054.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -298139.187500 Penalty: 3798.012207
	Iteration 15Q: 3 clusters Score -298139.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -298234.937500 Penalty: 3798.012207
	Iteration 16Q: 3 clusters Score -298234.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -298337.500000 Penalty: 3798.012207
	Iteration 17Q: 3 clusters Score -298337.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -298399.906250 Penalty: 3798.012207
	Iteration 18Q: 3 clusters Score -298399.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -298427.937500 Penalty: 3798.012207
	Iteration 19Q: 3 clusters Score -298427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -298444.437500 Penalty: 3798.012207
	Iteration 20F: 3 clusters Score -298444.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -298453.812500 Penalty: 3798.012207
	Iteration 21Q: 3 clusters Score -298453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -298456.750000 Penalty: 3798.012207
	Iteration 22Q: 3 clusters Score -298456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -298459.187500 Penalty: 3798.012207
	Iteration 23Q: 3 clusters Score -298459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -298460.500000 Penalty: 3798.012207
	Iteration 24Q: 3 clusters Score -298460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -298461.562500 Penalty: 3798.012207
	Iteration 25Q: 3 clusters Score -298461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -298461.562500 Penalty: 3798.012207
	Iteration 26F: 3 clusters Score -298461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42585 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52228 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175262 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35764 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24329 members 
Mstep: Class 17 contains 9896 members 
Mstep: Class 18 contains 49242 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27222 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22158 members 
Mstep: Class 26 contains 18757 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 82397 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104073 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8947 members 
Mstep: Class 34 contains 9485 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15911 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6311 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4507 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6570 members 
Mstep: Class 50 contains 190805 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26641 members 
Mstep: Class 55 contains 4752 members 
Mstep: Class 56 contains 6798 members 
Mstep: Class 57 contains 12576 members 
Mstep: Class 58 contains 11175 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6441 members 
Mstep: Class 62 contains 8625 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3323 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 1224 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 892 members 
Entering Unmasked Estep 
Score: -133764496.000000 Penalty: 260018.453125
Splitting cluster 73 changes total score from -133766072.000000 to -133764496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -135989.453125 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -135989.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -134135.687500 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -134135.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134561.750000 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -134561.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134761.984375 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -134762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134934.843750 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -134934.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135060.156250 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -135060.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135185.703125 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -135185.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135260.937500 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -135260.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135308.328125 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -135308.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -135339.359375 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -135339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135375.437500 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -135375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135391.343750 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -135391.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135404.156250 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -135404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135418.250000 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -135418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135432.562500 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -135432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135439.296875 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -135439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135446.500000 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -135446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135451.828125 Penalty: 3391.848877
	Iteration 16Q: 3 clusters Score -135451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135453.578125 Penalty: 3391.848877
	Iteration 17Q: 3 clusters Score -135453.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135453.578125 Penalty: 3391.848877
	Iteration 18F: 3 clusters Score -135453.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42585 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52228 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175262 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35764 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24329 members 
Mstep: Class 17 contains 9896 members 
Mstep: Class 18 contains 49242 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27222 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22158 members 
Mstep: Class 26 contains 18757 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 82397 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104073 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8947 members 
Mstep: Class 34 contains 9485 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15911 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6311 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4507 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6570 members 
Mstep: Class 50 contains 190805 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26641 members 
Mstep: Class 55 contains 4752 members 
Mstep: Class 56 contains 6798 members 
Mstep: Class 57 contains 12576 members 
Mstep: Class 58 contains 11175 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6441 members 
Mstep: Class 62 contains 8625 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3323 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765896.000000 Penalty: 256551.531250
Iteration 239Q: 75 clusters Score -1.337659e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42578 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 52222 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175264 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35777 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24334 members 
Mstep: Class 17 contains 9893 members 
Mstep: Class 18 contains 49230 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27219 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16828 members 
Mstep: Class 25 contains 22169 members 
Mstep: Class 26 contains 18750 members 
Mstep: Class 27 contains 9159 members 
Mstep: Class 28 contains 82345 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104081 members 
Mstep: Class 31 contains 8474 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8944 members 
Mstep: Class 34 contains 9487 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15913 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6313 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24826 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4504 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6574 members 
Mstep: Class 50 contains 190802 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26673 members 
Mstep: Class 55 contains 4754 members 
Mstep: Class 56 contains 6800 members 
Mstep: Class 57 contains 12585 members 
Mstep: Class 58 contains 11168 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6446 members 
Mstep: Class 62 contains 8625 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3325 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766104.000000 Penalty: 256551.531250
Iteration 240F: 75 clusters Score -1.337661e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42568 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 52214 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175265 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35786 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24337 members 
Mstep: Class 17 contains 9891 members 
Mstep: Class 18 contains 49227 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27218 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16829 members 
Mstep: Class 25 contains 22177 members 
Mstep: Class 26 contains 18748 members 
Mstep: Class 27 contains 9162 members 
Mstep: Class 28 contains 82294 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104093 members 
Mstep: Class 31 contains 8471 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8945 members 
Mstep: Class 34 contains 9489 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15914 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6312 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24829 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4502 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6575 members 
Mstep: Class 50 contains 190802 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26705 members 
Mstep: Class 55 contains 4754 members 
Mstep: Class 56 contains 6799 members 
Mstep: Class 57 contains 12589 members 
Mstep: Class 58 contains 11167 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6450 members 
Mstep: Class 62 contains 8626 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3325 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766312.000000 Penalty: 256551.531250
Iteration 241Q: 75 clusters Score -1.337663e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42556 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 52208 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175269 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6822 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35793 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24336 members 
Mstep: Class 17 contains 9889 members 
Mstep: Class 18 contains 49223 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27224 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16832 members 
Mstep: Class 25 contains 22185 members 
Mstep: Class 26 contains 18746 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 82248 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104105 members 
Mstep: Class 31 contains 8470 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8943 members 
Mstep: Class 34 contains 9492 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15917 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6314 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24828 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 4502 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6579 members 
Mstep: Class 50 contains 190802 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26725 members 
Mstep: Class 55 contains 4754 members 
Mstep: Class 56 contains 6797 members 
Mstep: Class 57 contains 12591 members 
Mstep: Class 58 contains 11164 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6457 members 
Mstep: Class 62 contains 8627 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6578 members 
Mstep: Class 65 contains 3326 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766352.000000 Penalty: 256551.531250
Iteration 242Q: 75 clusters Score -1.337664e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42545 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 52204 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175270 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35797 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24339 members 
Mstep: Class 17 contains 9886 members 
Mstep: Class 18 contains 49225 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 27224 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16835 members 
Mstep: Class 25 contains 22193 members 
Mstep: Class 26 contains 18745 members 
Mstep: Class 27 contains 9162 members 
Mstep: Class 28 contains 82205 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104116 members 
Mstep: Class 31 contains 8468 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8942 members 
Mstep: Class 34 contains 9497 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15921 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6316 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24829 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 4501 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6581 members 
Mstep: Class 50 contains 190798 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26744 members 
Mstep: Class 55 contains 4755 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12594 members 
Mstep: Class 58 contains 11163 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6461 members 
Mstep: Class 62 contains 8627 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3327 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766328.000000 Penalty: 256551.531250
Iteration 243Q: 75 clusters Score -1.337663e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42535 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52203 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35802 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24340 members 
Mstep: Class 17 contains 9883 members 
Mstep: Class 18 contains 49229 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 27228 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16834 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 18744 members 
Mstep: Class 27 contains 9160 members 
Mstep: Class 28 contains 82150 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104122 members 
Mstep: Class 31 contains 8467 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8938 members 
Mstep: Class 34 contains 9498 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15924 members 
Mstep: Class 38 contains 3155 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6317 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24832 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 4499 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6583 members 
Mstep: Class 50 contains 190806 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26770 members 
Mstep: Class 55 contains 4756 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12597 members 
Mstep: Class 58 contains 11162 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6462 members 
Mstep: Class 62 contains 8627 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3329 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766312.000000 Penalty: 256551.531250
Iteration 244Q: 75 clusters Score -1.337663e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42524 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 52201 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35805 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24340 members 
Mstep: Class 17 contains 9879 members 
Mstep: Class 18 contains 49238 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 27218 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16833 members 
Mstep: Class 25 contains 22210 members 
Mstep: Class 26 contains 18747 members 
Mstep: Class 27 contains 9162 members 
Mstep: Class 28 contains 82104 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104130 members 
Mstep: Class 31 contains 8466 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8938 members 
Mstep: Class 34 contains 9498 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15932 members 
Mstep: Class 38 contains 3156 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6317 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24840 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 4501 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6586 members 
Mstep: Class 50 contains 190806 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26787 members 
Mstep: Class 55 contains 4758 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12601 members 
Mstep: Class 58 contains 11159 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6463 members 
Mstep: Class 62 contains 8627 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3330 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766384.000000 Penalty: 256551.531250
Iteration 245Q: 75 clusters Score -1.337664e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42518 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 52198 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35808 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24340 members 
Mstep: Class 17 contains 9874 members 
Mstep: Class 18 contains 49246 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 27220 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 22219 members 
Mstep: Class 26 contains 18746 members 
Mstep: Class 27 contains 9161 members 
Mstep: Class 28 contains 82059 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104134 members 
Mstep: Class 31 contains 8463 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8935 members 
Mstep: Class 34 contains 9499 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15933 members 
Mstep: Class 38 contains 3157 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6317 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24844 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5311 members 
Mstep: Class 46 contains 4500 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5576 members 
Mstep: Class 49 contains 6590 members 
Mstep: Class 50 contains 190811 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26807 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6797 members 
Mstep: Class 57 contains 12600 members 
Mstep: Class 58 contains 11157 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6466 members 
Mstep: Class 62 contains 8627 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3333 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766384.000000 Penalty: 256551.531250
Iteration 246Q: 75 clusters Score -1.337664e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42514 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 52198 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175274 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35809 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24339 members 
Mstep: Class 17 contains 9870 members 
Mstep: Class 18 contains 49251 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 27221 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16832 members 
Mstep: Class 25 contains 22232 members 
Mstep: Class 26 contains 18744 members 
Mstep: Class 27 contains 9161 members 
Mstep: Class 28 contains 82017 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104138 members 
Mstep: Class 31 contains 8462 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8932 members 
Mstep: Class 34 contains 9500 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15936 members 
Mstep: Class 38 contains 3157 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6318 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24844 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4500 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6594 members 
Mstep: Class 50 contains 190814 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26828 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12600 members 
Mstep: Class 58 contains 11157 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6467 members 
Mstep: Class 62 contains 8627 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3336 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766632.000000 Penalty: 256551.531250
Iteration 247Q: 75 clusters Score -1.337666e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42510 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 52198 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175274 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35812 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24337 members 
Mstep: Class 17 contains 9867 members 
Mstep: Class 18 contains 49259 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 27220 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16832 members 
Mstep: Class 25 contains 22247 members 
Mstep: Class 26 contains 18742 members 
Mstep: Class 27 contains 9161 members 
Mstep: Class 28 contains 81984 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104143 members 
Mstep: Class 31 contains 8459 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8928 members 
Mstep: Class 34 contains 9501 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15940 members 
Mstep: Class 38 contains 3157 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6320 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24843 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4500 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6598 members 
Mstep: Class 50 contains 190822 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26833 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6793 members 
Mstep: Class 57 contains 12602 members 
Mstep: Class 58 contains 11154 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6467 members 
Mstep: Class 62 contains 8627 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3340 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766560.000000 Penalty: 256551.531250
Iteration 248Q: 75 clusters Score -1.337666e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42505 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52198 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35815 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24337 members 
Mstep: Class 17 contains 9866 members 
Mstep: Class 18 contains 49263 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 27220 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16833 members 
Mstep: Class 25 contains 22262 members 
Mstep: Class 26 contains 18740 members 
Mstep: Class 27 contains 9161 members 
Mstep: Class 28 contains 81939 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104146 members 
Mstep: Class 31 contains 8459 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8921 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15946 members 
Mstep: Class 38 contains 3157 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6323 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24847 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4500 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6599 members 
Mstep: Class 50 contains 190822 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2345 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26850 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6791 members 
Mstep: Class 57 contains 12604 members 
Mstep: Class 58 contains 11152 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6467 members 
Mstep: Class 62 contains 8627 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6576 members 
Mstep: Class 65 contains 3346 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766440.000000 Penalty: 256551.531250
Iteration 249Q: 75 clusters Score -1.337664e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42498 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 52198 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35817 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24341 members 
Mstep: Class 17 contains 9865 members 
Mstep: Class 18 contains 49265 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 27226 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16832 members 
Mstep: Class 25 contains 22271 members 
Mstep: Class 26 contains 18738 members 
Mstep: Class 27 contains 9160 members 
Mstep: Class 28 contains 81882 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104157 members 
Mstep: Class 31 contains 8459 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8911 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15951 members 
Mstep: Class 38 contains 3158 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6324 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24847 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4499 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6601 members 
Mstep: Class 50 contains 190828 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2346 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26875 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6790 members 
Mstep: Class 57 contains 12605 members 
Mstep: Class 58 contains 11149 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6466 members 
Mstep: Class 62 contains 8628 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6575 members 
Mstep: Class 65 contains 3353 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766560.000000 Penalty: 256551.531250
Iteration 250Q: 75 clusters Score -1.337666e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42490 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52198 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175276 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6822 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35822 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24341 members 
Mstep: Class 17 contains 9864 members 
Mstep: Class 18 contains 49264 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 27238 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16830 members 
Mstep: Class 25 contains 22278 members 
Mstep: Class 26 contains 18737 members 
Mstep: Class 27 contains 9158 members 
Mstep: Class 28 contains 81834 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104162 members 
Mstep: Class 31 contains 8458 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8903 members 
Mstep: Class 34 contains 9505 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15955 members 
Mstep: Class 38 contains 3159 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6326 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24847 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4497 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6600 members 
Mstep: Class 50 contains 190828 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2347 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26901 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6790 members 
Mstep: Class 57 contains 12611 members 
Mstep: Class 58 contains 11150 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6466 members 
Mstep: Class 62 contains 8628 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6574 members 
Mstep: Class 65 contains 3358 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766536.000000 Penalty: 256551.531250
Iteration 251Q: 75 clusters Score -1.337665e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42482 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52196 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35826 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24344 members 
Mstep: Class 17 contains 9863 members 
Mstep: Class 18 contains 49266 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 27240 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16829 members 
Mstep: Class 25 contains 22294 members 
Mstep: Class 26 contains 18736 members 
Mstep: Class 27 contains 9156 members 
Mstep: Class 28 contains 81794 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104171 members 
Mstep: Class 31 contains 8457 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8896 members 
Mstep: Class 34 contains 9506 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15956 members 
Mstep: Class 38 contains 3159 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6328 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24847 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4495 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6602 members 
Mstep: Class 50 contains 190833 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2349 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26919 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6792 members 
Mstep: Class 57 contains 12615 members 
Mstep: Class 58 contains 11150 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6457 members 
Mstep: Class 62 contains 8628 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6573 members 
Mstep: Class 65 contains 3363 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766608.000000 Penalty: 256551.531250
Iteration 252Q: 75 clusters Score -1.337666e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42476 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 52195 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35826 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24344 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 49272 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27235 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16832 members 
Mstep: Class 25 contains 22299 members 
Mstep: Class 26 contains 18735 members 
Mstep: Class 27 contains 9156 members 
Mstep: Class 28 contains 81751 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104189 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8890 members 
Mstep: Class 34 contains 9506 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15960 members 
Mstep: Class 38 contains 3159 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6329 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24846 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4495 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6604 members 
Mstep: Class 50 contains 190845 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2351 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26927 members 
Mstep: Class 55 contains 4761 members 
Mstep: Class 56 contains 6791 members 
Mstep: Class 57 contains 12620 members 
Mstep: Class 58 contains 11150 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6455 members 
Mstep: Class 62 contains 8630 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6572 members 
Mstep: Class 65 contains 3367 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766560.000000 Penalty: 256551.531250
Iteration 253Q: 75 clusters Score -1.337666e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42472 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 52193 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35828 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 24346 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 49273 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27239 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16833 members 
Mstep: Class 25 contains 22308 members 
Mstep: Class 26 contains 18732 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 81706 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104198 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8887 members 
Mstep: Class 34 contains 9507 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15964 members 
Mstep: Class 38 contains 3159 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6329 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24846 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5310 members 
Mstep: Class 46 contains 4495 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6610 members 
Mstep: Class 50 contains 190855 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2351 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26941 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6791 members 
Mstep: Class 57 contains 12621 members 
Mstep: Class 58 contains 11148 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6454 members 
Mstep: Class 62 contains 8631 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6572 members 
Mstep: Class 65 contains 3370 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766472.000000 Penalty: 256551.531250
Iteration 254Q: 75 clusters Score -1.337665e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42469 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 52190 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15895 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35830 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 24347 members 
Mstep: Class 17 contains 9852 members 
Mstep: Class 18 contains 49268 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27240 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16832 members 
Mstep: Class 25 contains 22314 members 
Mstep: Class 26 contains 18728 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81667 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104210 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8883 members 
Mstep: Class 34 contains 9507 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15965 members 
Mstep: Class 38 contains 3159 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6329 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24849 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5309 members 
Mstep: Class 46 contains 4495 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6617 members 
Mstep: Class 50 contains 190863 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2351 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26956 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6793 members 
Mstep: Class 57 contains 12622 members 
Mstep: Class 58 contains 11150 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6454 members 
Mstep: Class 62 contains 8632 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6572 members 
Mstep: Class 65 contains 3374 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766584.000000 Penalty: 256551.531250
Iteration 255Q: 75 clusters Score -1.337666e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42465 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9849 members 
Mstep: Class 18 contains 49273 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27240 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 22321 members 
Mstep: Class 26 contains 18726 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81641 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104217 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8878 members 
Mstep: Class 34 contains 9507 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15963 members 
Mstep: Class 38 contains 3160 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6329 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24850 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5309 members 
Mstep: Class 46 contains 4491 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6623 members 
Mstep: Class 50 contains 190871 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2351 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26959 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6794 members 
Mstep: Class 57 contains 12626 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6453 members 
Mstep: Class 62 contains 8632 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3378 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766504.000000 Penalty: 256551.531250
Iteration 256Q: 75 clusters Score -1.337665e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42465 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175276 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24352 members 
Mstep: Class 17 contains 9848 members 
Mstep: Class 18 contains 49272 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 27243 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16830 members 
Mstep: Class 25 contains 22325 members 
Mstep: Class 26 contains 18727 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81613 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104221 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8873 members 
Mstep: Class 34 contains 9507 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15966 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6331 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24850 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5309 members 
Mstep: Class 46 contains 4491 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6625 members 
Mstep: Class 50 contains 190879 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2350 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26960 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6794 members 
Mstep: Class 57 contains 12629 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6455 members 
Mstep: Class 62 contains 8633 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3381 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766520.000000 Penalty: 256551.531250
Iteration 257Q: 75 clusters Score -1.337665e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42455 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175278 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24350 members 
Mstep: Class 17 contains 9848 members 
Mstep: Class 18 contains 49273 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27247 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 22328 members 
Mstep: Class 26 contains 18729 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81587 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104228 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8868 members 
Mstep: Class 34 contains 9507 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15968 members 
Mstep: Class 38 contains 3162 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6329 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24850 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5309 members 
Mstep: Class 46 contains 4490 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190886 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2350 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12632 members 
Mstep: Class 58 contains 11149 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6453 members 
Mstep: Class 62 contains 8633 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3388 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766392.000000 Penalty: 256551.531250
Iteration 258Q: 75 clusters Score -1.337664e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42446 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175278 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9848 members 
Mstep: Class 18 contains 49282 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27249 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 22328 members 
Mstep: Class 26 contains 18726 members 
Mstep: Class 27 contains 9151 members 
Mstep: Class 28 contains 81557 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104238 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8861 members 
Mstep: Class 34 contains 9508 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15968 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6328 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24852 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5309 members 
Mstep: Class 46 contains 4490 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190892 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2350 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26981 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12635 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6453 members 
Mstep: Class 62 contains 8632 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3395 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766384.000000 Penalty: 256551.531250
Iteration 259Q: 75 clusters Score -1.337664e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42435 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9849 members 
Mstep: Class 18 contains 49282 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27258 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16832 members 
Mstep: Class 25 contains 22329 members 
Mstep: Class 26 contains 18724 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81525 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104254 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8854 members 
Mstep: Class 34 contains 9510 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15971 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6329 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24855 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5309 members 
Mstep: Class 46 contains 4490 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190895 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2350 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26984 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6794 members 
Mstep: Class 57 contains 12636 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6453 members 
Mstep: Class 62 contains 8632 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3402 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766432.000000 Penalty: 256551.531250
Iteration 260F: 75 clusters Score -1.337664e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42428 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35834 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24352 members 
Mstep: Class 17 contains 9848 members 
Mstep: Class 18 contains 49282 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27263 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 22332 members 
Mstep: Class 26 contains 18723 members 
Mstep: Class 27 contains 9153 members 
Mstep: Class 28 contains 81494 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104263 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8848 members 
Mstep: Class 34 contains 9510 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15975 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6327 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24856 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5309 members 
Mstep: Class 46 contains 4490 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190898 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2352 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 26996 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12638 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6453 members 
Mstep: Class 62 contains 8632 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3407 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766456.000000 Penalty: 256551.531250
Iteration 261Q: 75 clusters Score -1.337665e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42419 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35834 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24350 members 
Mstep: Class 17 contains 9846 members 
Mstep: Class 18 contains 49280 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 22335 members 
Mstep: Class 26 contains 18724 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81477 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104271 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8840 members 
Mstep: Class 34 contains 9510 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15979 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6328 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24854 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5309 members 
Mstep: Class 46 contains 4490 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190899 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2354 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27006 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12637 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6454 members 
Mstep: Class 62 contains 8634 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3410 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766400.000000 Penalty: 256551.531250
Iteration 262Q: 75 clusters Score -1.337664e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42415 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6822 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24349 members 
Mstep: Class 17 contains 9844 members 
Mstep: Class 18 contains 49280 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27276 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16830 members 
Mstep: Class 25 contains 22337 members 
Mstep: Class 26 contains 18724 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81464 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104280 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8829 members 
Mstep: Class 34 contains 9510 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15982 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6331 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24855 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4490 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190899 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2356 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27007 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12639 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6454 members 
Mstep: Class 62 contains 8634 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3416 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766456.000000 Penalty: 256551.531250
Iteration 263Q: 75 clusters Score -1.337665e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42408 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24349 members 
Mstep: Class 17 contains 9842 members 
Mstep: Class 18 contains 49280 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27276 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16830 members 
Mstep: Class 25 contains 22343 members 
Mstep: Class 26 contains 18723 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81440 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104289 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8822 members 
Mstep: Class 34 contains 9511 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15987 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6331 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24857 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4490 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190896 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2359 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27015 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12640 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6455 members 
Mstep: Class 62 contains 8635 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3420 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766400.000000 Penalty: 256551.531250
Iteration 264Q: 75 clusters Score -1.337664e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42403 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24349 members 
Mstep: Class 17 contains 9842 members 
Mstep: Class 18 contains 49282 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27275 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16830 members 
Mstep: Class 25 contains 22346 members 
Mstep: Class 26 contains 18722 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81423 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104299 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8812 members 
Mstep: Class 34 contains 9511 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15990 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6331 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24856 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4491 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190901 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27016 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12642 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6455 members 
Mstep: Class 62 contains 8636 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3425 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766488.000000 Penalty: 256551.531250
Iteration 265Q: 75 clusters Score -1.337665e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42398 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15895 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24349 members 
Mstep: Class 17 contains 9842 members 
Mstep: Class 18 contains 49282 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16829 members 
Mstep: Class 25 contains 22349 members 
Mstep: Class 26 contains 18722 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81409 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104305 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8805 members 
Mstep: Class 34 contains 9511 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15994 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6331 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24857 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4490 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190904 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27022 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6795 members 
Mstep: Class 57 contains 12644 members 
Mstep: Class 58 contains 11150 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6455 members 
Mstep: Class 62 contains 8637 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3430 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766472.000000 Penalty: 256551.531250
Iteration 266Q: 75 clusters Score -1.337665e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42394 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175278 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15895 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24350 members 
Mstep: Class 17 contains 9842 members 
Mstep: Class 18 contains 49280 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16830 members 
Mstep: Class 25 contains 22354 members 
Mstep: Class 26 contains 18721 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81395 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104315 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8801 members 
Mstep: Class 34 contains 9512 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15994 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6331 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24858 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4488 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190907 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27019 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6797 members 
Mstep: Class 57 contains 12650 members 
Mstep: Class 58 contains 11150 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6454 members 
Mstep: Class 62 contains 8638 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3433 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766432.000000 Penalty: 256551.531250
Iteration 267Q: 75 clusters Score -1.337664e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42389 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175278 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35833 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24349 members 
Mstep: Class 17 contains 9844 members 
Mstep: Class 18 contains 49280 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 22358 members 
Mstep: Class 26 contains 18719 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81375 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104330 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8795 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15993 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24858 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4486 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190907 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27018 members 
Mstep: Class 55 contains 4759 members 
Mstep: Class 56 contains 6798 members 
Mstep: Class 57 contains 12656 members 
Mstep: Class 58 contains 11150 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6454 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3439 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5470 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766464.000000 Penalty: 256551.531250
Iteration 268Q: 75 clusters Score -1.337665e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42387 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175278 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35835 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9844 members 
Mstep: Class 18 contains 49281 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16832 members 
Mstep: Class 25 contains 22363 members 
Mstep: Class 26 contains 18718 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81363 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104338 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 8791 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 15994 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24857 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4484 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190908 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27016 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6797 members 
Mstep: Class 57 contains 12661 members 
Mstep: Class 58 contains 11149 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6451 members 
Mstep: Class 62 contains 8642 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766584.000000 Penalty: 256551.531250
Iteration 269Q: 75 clusters Score -1.337666e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42383 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9843 members 
Mstep: Class 18 contains 49280 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16832 members 
Mstep: Class 25 contains 22364 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9152 members 
Mstep: Class 28 contains 81351 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104342 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8792 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16000 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24858 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4480 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190914 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27016 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6796 members 
Mstep: Class 57 contains 12666 members 
Mstep: Class 58 contains 11149 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6451 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766496.000000 Penalty: 256551.531250
Iteration 270Q: 75 clusters Score -1.337665e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42379 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175277 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49281 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16833 members 
Mstep: Class 25 contains 22365 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9151 members 
Mstep: Class 28 contains 81345 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104342 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8792 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16005 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24859 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4479 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190914 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27013 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6796 members 
Mstep: Class 57 contains 12669 members 
Mstep: Class 58 contains 11150 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8640 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766584.000000 Penalty: 256551.531250
Iteration 271Q: 75 clusters Score -1.337666e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42369 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175276 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9840 members 
Mstep: Class 18 contains 49281 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27274 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16834 members 
Mstep: Class 25 contains 22367 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81338 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104344 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16014 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24859 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4480 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190918 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27010 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6796 members 
Mstep: Class 57 contains 12670 members 
Mstep: Class 58 contains 11152 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766576.000000 Penalty: 256551.531250
Iteration 272Q: 75 clusters Score -1.337666e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42361 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49284 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27273 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16834 members 
Mstep: Class 25 contains 22367 members 
Mstep: Class 26 contains 18718 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81327 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104352 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16025 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24861 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4480 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190919 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27010 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6793 members 
Mstep: Class 57 contains 12673 members 
Mstep: Class 58 contains 11150 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766608.000000 Penalty: 256551.531250
Iteration 273Q: 75 clusters Score -1.337666e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42353 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175274 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49286 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16832 members 
Mstep: Class 25 contains 22367 members 
Mstep: Class 26 contains 18718 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81321 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104362 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16033 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6331 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24862 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4480 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190918 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27011 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6789 members 
Mstep: Class 57 contains 12676 members 
Mstep: Class 58 contains 11149 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766616.000000 Penalty: 256551.531250
Iteration 274Q: 75 clusters Score -1.337666e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42347 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175274 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49285 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 22368 members 
Mstep: Class 26 contains 18718 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81316 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104368 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16038 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4480 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190919 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27014 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6786 members 
Mstep: Class 57 contains 12676 members 
Mstep: Class 58 contains 11149 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766568.000000 Penalty: 256551.531250
Iteration 275Q: 75 clusters Score -1.337666e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42344 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49282 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27271 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16830 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81309 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104377 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16044 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4480 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190917 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27018 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6784 members 
Mstep: Class 57 contains 12675 members 
Mstep: Class 58 contains 11148 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766696.000000 Penalty: 256551.531250
Iteration 276Q: 75 clusters Score -1.337667e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42335 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49282 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27273 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16829 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81300 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104380 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16050 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4480 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6626 members 
Mstep: Class 50 contains 190916 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27028 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6783 members 
Mstep: Class 57 contains 12676 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766640.000000 Penalty: 256551.531250
Iteration 277Q: 75 clusters Score -1.337666e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42324 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175274 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49280 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27274 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81294 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104391 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16054 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6628 members 
Mstep: Class 50 contains 190914 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27028 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6783 members 
Mstep: Class 57 contains 12678 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766680.000000 Penalty: 256551.531250
Iteration 278Q: 75 clusters Score -1.337667e+08 nChanged 19
Entering ConstructFrom: 
Score: -133766680.000000 Penalty: 256551.531250
Entering ConstructFrom: 
Trying to split cluster 1 (23050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Entering Unmasked Estep 
Score: -2719534.250000 Penalty: 2491.264404
	Iteration 0F: 2 clusters Score -2719534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2703549.250000 Penalty: 4982.528809
	Iteration 0F: 3 clusters Score -2703549 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2709145.250000 Penalty: 4982.528809
	Iteration 1F: 3 clusters Score -2709145 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2709752.000000 Penalty: 4982.528809
	Iteration 2F: 3 clusters Score -2709752 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2710330.750000 Penalty: 4982.528809
	Iteration 3F: 3 clusters Score -2710331 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2710816.750000 Penalty: 4982.528809
	Iteration 4Q: 3 clusters Score -2710817 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2711225.000000 Penalty: 4982.528809
	Iteration 5Q: 3 clusters Score -2711225 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2711564.750000 Penalty: 4982.528809
	Iteration 6Q: 3 clusters Score -2711565 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2711853.250000 Penalty: 4982.528809
	Iteration 7Q: 3 clusters Score -2711853 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2712130.500000 Penalty: 4982.528809
	Iteration 8Q: 3 clusters Score -2712130 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2712420.000000 Penalty: 4982.528809
	Iteration 9Q: 3 clusters Score -2712420 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2712753.750000 Penalty: 4982.528809
	Iteration 10Q: 3 clusters Score -2712754 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2713152.500000 Penalty: 4982.528809
	Iteration 11Q: 3 clusters Score -2713152 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2713681.250000 Penalty: 4982.528809
	Iteration 12Q: 3 clusters Score -2713681 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2714230.000000 Penalty: 4982.528809
	Iteration 13Q: 3 clusters Score -2714230 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2714833.000000 Penalty: 4982.528809
	Iteration 14Q: 3 clusters Score -2714833 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2715411.000000 Penalty: 4982.528809
	Iteration 15Q: 3 clusters Score -2715411 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2715965.500000 Penalty: 4982.528809
	Iteration 16Q: 3 clusters Score -2715966 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2716463.250000 Penalty: 4982.528809
	Iteration 17Q: 3 clusters Score -2716463 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2716875.500000 Penalty: 4982.528809
	Iteration 18Q: 3 clusters Score -2716876 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2717283.000000 Penalty: 4982.528809
	Iteration 19Q: 3 clusters Score -2717283 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2717572.250000 Penalty: 4982.528809
	Iteration 20F: 3 clusters Score -2717572 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2717785.250000 Penalty: 4982.528809
	Iteration 21Q: 3 clusters Score -2717785 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2717913.500000 Penalty: 4982.528809
	Iteration 22Q: 3 clusters Score -2717914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2718008.750000 Penalty: 4982.528809
	Iteration 23Q: 3 clusters Score -2718009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2718070.500000 Penalty: 4982.528809
	Iteration 24Q: 3 clusters Score -2718070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2718105.750000 Penalty: 4982.528809
	Iteration 25Q: 3 clusters Score -2718106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2718121.750000 Penalty: 4982.528809
	Iteration 26Q: 3 clusters Score -2718122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2718141.750000 Penalty: 4982.528809
	Iteration 27Q: 3 clusters Score -2718142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2718158.750000 Penalty: 4982.528809
	Iteration 28Q: 3 clusters Score -2718159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2718169.750000 Penalty: 4982.528809
	Iteration 29Q: 3 clusters Score -2718170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2718178.000000 Penalty: 4982.528809
	Iteration 30Q: 3 clusters Score -2718178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2718179.250000 Penalty: 4982.528809
	Iteration 31Q: 3 clusters Score -2718179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2718187.500000 Penalty: 4982.528809
	Iteration 32Q: 3 clusters Score -2718188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2718192.500000 Penalty: 4982.528809
	Iteration 33Q: 3 clusters Score -2718192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2718194.500000 Penalty: 4982.528809
	Iteration 34Q: 3 clusters Score -2718194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2718198.250000 Penalty: 4982.528809
	Iteration 35Q: 3 clusters Score -2718198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2718196.250000 Penalty: 4982.528809
	Iteration 36Q: 3 clusters Score -2718196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2718194.000000 Penalty: 4982.528809
	Iteration 37Q: 3 clusters Score -2718194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2718194.000000 Penalty: 4982.528809
	Iteration 38F: 3 clusters Score -2718194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -153924.734375 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -153924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -151961.312500 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -151961.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -152734.656250 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -152734.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -153671.296875 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -153671.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -154462.828125 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -154462.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -154746.312500 Penalty: 3480.238281
	Iteration 4F: 3 clusters Score -154746.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -154895.750000 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -154895.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -155200.437500 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -155200.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -155238.640625 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -155238.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -155253.343750 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -155253.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -155272.765625 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -155272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -155288.484375 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -155288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -155294.812500 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -155294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -155296.500000 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -155296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -155297.875000 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -155297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -155300.921875 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -155300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -155302.781250 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -155302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -155303.750000 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -155303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -155303.750000 Penalty: 3480.238281
	Iteration 17F: 3 clusters Score -155303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 771 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49278 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27273 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81289 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104399 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16055 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6630 members 
Mstep: Class 50 contains 190913 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27027 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6783 members 
Mstep: Class 57 contains 12679 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 344 members 
Entering Unmasked Estep 
Score: -133766344.000000 Penalty: 260018.453125
Splitting cluster 2 changes total score from -133766680.000000 to -133766344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -65745.531250 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -65745.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64243.695312 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -64243.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64565.035156 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -64565.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64665.156250 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -64665.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64711.585938 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -64711.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64734.136719 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -64734.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64743.449219 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -64743.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64746.925781 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -64746.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64755.964844 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -64755.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64769.628906 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -64769.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64791.566406 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -64791.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64803.355469 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -64803.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64823.246094 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -64823.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64859.535156 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -64859.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64897.679688 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -64897.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64930.906250 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -64930.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64945.351562 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -64945.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64960.933594 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -64960.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64967.832031 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -64967.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64972.039062 Penalty: 3063.229980
	Iteration 18Q: 3 clusters Score -64972.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64972.039062 Penalty: 3063.229980
	Iteration 19F: 3 clusters Score -64972.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Entering Unmasked Estep 
Score: -4961051.000000 Penalty: 2641.953613
	Iteration 0F: 2 clusters Score -4961051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4932534.000000 Penalty: 5283.907227
	Iteration 0F: 3 clusters Score -4932534 nChanged 19470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4943594.000000 Penalty: 5283.907227
	Iteration 1F: 3 clusters Score -4943594 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4944505.000000 Penalty: 5283.907227
	Iteration 2F: 3 clusters Score -4944505 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4945468.500000 Penalty: 5283.907227
	Iteration 3Q: 3 clusters Score -4945468 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4946532.500000 Penalty: 5283.907227
	Iteration 4Q: 3 clusters Score -4946532 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4947645.500000 Penalty: 5283.907227
	Iteration 5F: 3 clusters Score -4947646 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4948721.500000 Penalty: 5283.907227
	Iteration 6F: 3 clusters Score -4948722 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -4949692.500000 Penalty: 5283.907227
	Iteration 7Q: 3 clusters Score -4949692 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -4950649.000000 Penalty: 5283.907227
	Iteration 8Q: 3 clusters Score -4950649 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4951617.000000 Penalty: 5283.907227
	Iteration 9Q: 3 clusters Score -4951617 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4952718.000000 Penalty: 5283.907227
	Iteration 10Q: 3 clusters Score -4952718 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -4953727.000000 Penalty: 5283.907227
	Iteration 11Q: 3 clusters Score -4953727 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4954695.500000 Penalty: 5283.907227
	Iteration 12Q: 3 clusters Score -4954696 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4955527.500000 Penalty: 5283.907227
	Iteration 13Q: 3 clusters Score -4955528 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -4956232.500000 Penalty: 5283.907227
	Iteration 14Q: 3 clusters Score -4956232 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -4956808.000000 Penalty: 5283.907227
	Iteration 15Q: 3 clusters Score -4956808 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4957239.000000 Penalty: 5283.907227
	Iteration 16Q: 3 clusters Score -4957239 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4957552.000000 Penalty: 5283.907227
	Iteration 17Q: 3 clusters Score -4957552 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -4957798.000000 Penalty: 5283.907227
	Iteration 18Q: 3 clusters Score -4957798 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4957943.500000 Penalty: 5283.907227
	Iteration 19Q: 3 clusters Score -4957944 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -4958100.500000 Penalty: 5283.907227
	Iteration 20F: 3 clusters Score -4958100 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4958191.000000 Penalty: 5283.907227
	Iteration 21Q: 3 clusters Score -4958191 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -4958283.500000 Penalty: 5283.907227
	Iteration 22Q: 3 clusters Score -4958284 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -4958341.500000 Penalty: 5283.907227
	Iteration 23Q: 3 clusters Score -4958342 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -4958424.000000 Penalty: 5283.907227
	Iteration 24Q: 3 clusters Score -4958424 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -4958486.500000 Penalty: 5283.907227
	Iteration 25Q: 3 clusters Score -4958486 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4958531.000000 Penalty: 5283.907227
	Iteration 26Q: 3 clusters Score -4958531 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4958552.500000 Penalty: 5283.907227
	Iteration 27Q: 3 clusters Score -4958552 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4958585.500000 Penalty: 5283.907227
	Iteration 28Q: 3 clusters Score -4958586 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4958609.000000 Penalty: 5283.907227
	Iteration 29Q: 3 clusters Score -4958609 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4958651.500000 Penalty: 5283.907227
	Iteration 30Q: 3 clusters Score -4958652 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4958675.000000 Penalty: 5283.907227
	Iteration 31Q: 3 clusters Score -4958675 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4958714.000000 Penalty: 5283.907227
	Iteration 32Q: 3 clusters Score -4958714 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4958745.500000 Penalty: 5283.907227
	Iteration 33Q: 3 clusters Score -4958746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4958756.000000 Penalty: 5283.907227
	Iteration 34Q: 3 clusters Score -4958756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4958788.000000 Penalty: 5283.907227
	Iteration 35Q: 3 clusters Score -4958788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4958787.000000 Penalty: 5283.907227
	Iteration 36Q: 3 clusters Score -4958787 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4958805.000000 Penalty: 5283.907227
	Iteration 37Q: 3 clusters Score -4958805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4958817.500000 Penalty: 5283.907227
	Iteration 38Q: 3 clusters Score -4958818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4958831.000000 Penalty: 5283.907227
	Iteration 39Q: 3 clusters Score -4958831 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4958853.500000 Penalty: 5283.907227
	Iteration 40F: 3 clusters Score -4958854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4958842.500000 Penalty: 5283.907227
	Iteration 41Q: 3 clusters Score -4958842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4958865.000000 Penalty: 5283.907227
	Iteration 42Q: 3 clusters Score -4958865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4958865.500000 Penalty: 5283.907227
	Iteration 43Q: 3 clusters Score -4958866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4958867.500000 Penalty: 5283.907227
	Iteration 44Q: 3 clusters Score -4958868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4958878.500000 Penalty: 5283.907227
	Iteration 45Q: 3 clusters Score -4958878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4958879.500000 Penalty: 5283.907227
	Iteration 46Q: 3 clusters Score -4958880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4958897.000000 Penalty: 5283.907227
	Iteration 47Q: 3 clusters Score -4958897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4958900.000000 Penalty: 5283.907227
	Iteration 48Q: 3 clusters Score -4958900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4958915.500000 Penalty: 5283.907227
	Iteration 49Q: 3 clusters Score -4958916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4958924.000000 Penalty: 5283.907227
	Iteration 50Q: 3 clusters Score -4958924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4958920.000000 Penalty: 5283.907227
	Iteration 51Q: 3 clusters Score -4958920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4958947.000000 Penalty: 5283.907227
	Iteration 52Q: 3 clusters Score -4958947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4958956.000000 Penalty: 5283.907227
	Iteration 53Q: 3 clusters Score -4958956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4958962.500000 Penalty: 5283.907227
	Iteration 54Q: 3 clusters Score -4958962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4958971.500000 Penalty: 5283.907227
	Iteration 55Q: 3 clusters Score -4958972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4958969.000000 Penalty: 5283.907227
	Iteration 56Q: 3 clusters Score -4958969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4958981.000000 Penalty: 5283.907227
	Iteration 57Q: 3 clusters Score -4958981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4958983.000000 Penalty: 5283.907227
	Iteration 58Q: 3 clusters Score -4958983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4958985.500000 Penalty: 5283.907227
	Iteration 59Q: 3 clusters Score -4958986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4958986.000000 Penalty: 5283.907227
	Iteration 60F: 3 clusters Score -4958986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4958995.500000 Penalty: 5283.907227
	Iteration 61Q: 3 clusters Score -4958996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4959002.500000 Penalty: 5283.907227
	Iteration 62Q: 3 clusters Score -4959002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4959001.000000 Penalty: 5283.907227
	Iteration 63Q: 3 clusters Score -4959001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4959001.500000 Penalty: 5283.907227
	Iteration 64Q: 3 clusters Score -4959002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4959012.000000 Penalty: 5283.907227
	Iteration 65Q: 3 clusters Score -4959012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4959021.000000 Penalty: 5283.907227
	Iteration 66Q: 3 clusters Score -4959021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4959022.000000 Penalty: 5283.907227
	Iteration 67Q: 3 clusters Score -4959022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4959022.500000 Penalty: 5283.907227
	Iteration 68Q: 3 clusters Score -4959022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4959023.500000 Penalty: 5283.907227
	Iteration 69Q: 3 clusters Score -4959024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4959022.000000 Penalty: 5283.907227
	Iteration 70Q: 3 clusters Score -4959022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4959027.500000 Penalty: 5283.907227
	Iteration 71Q: 3 clusters Score -4959028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4959022.500000 Penalty: 5283.907227
	Iteration 72Q: 3 clusters Score -4959022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4959023.500000 Penalty: 5283.907227
	Iteration 73Q: 3 clusters Score -4959024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4959022.500000 Penalty: 5283.907227
	Iteration 74Q: 3 clusters Score -4959022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4959025.500000 Penalty: 5283.907227
	Iteration 75Q: 3 clusters Score -4959026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4959023.500000 Penalty: 5283.907227
	Iteration 76Q: 3 clusters Score -4959024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4959021.000000 Penalty: 5283.907227
	Iteration 77Q: 3 clusters Score -4959021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4959026.000000 Penalty: 5283.907227
	Iteration 78Q: 3 clusters Score -4959026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4959031.000000 Penalty: 5283.907227
	Iteration 79Q: 3 clusters Score -4959031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4959032.500000 Penalty: 5283.907227
	Iteration 80F: 3 clusters Score -4959032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Entering Unmasked Estep 
Score: -439438.468750 Penalty: 2037.052979
	Iteration 0F: 2 clusters Score -439438.5 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 1798 members 
Entering Unmasked Estep 
Score: -435745.531250 Penalty: 4074.105957
	Iteration 0F: 3 clusters Score -435745.5 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -436540.000000 Penalty: 4074.105957
	Iteration 1F: 3 clusters Score -436540 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -436709.437500 Penalty: 4074.105957
	Iteration 2F: 3 clusters Score -436709.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -436810.875000 Penalty: 4074.105957
	Iteration 3Q: 3 clusters Score -436810.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -436877.843750 Penalty: 4074.105957
	Iteration 4Q: 3 clusters Score -436877.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -436920.281250 Penalty: 4074.105957
	Iteration 5Q: 3 clusters Score -436920.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -436951.468750 Penalty: 4074.105957
	Iteration 6Q: 3 clusters Score -436951.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -436976.156250 Penalty: 4074.105957
	Iteration 7Q: 3 clusters Score -436976.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -436999.562500 Penalty: 4074.105957
	Iteration 8Q: 3 clusters Score -436999.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -437014.781250 Penalty: 4074.105957
	Iteration 9Q: 3 clusters Score -437014.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -437030.281250 Penalty: 4074.105957
	Iteration 10Q: 3 clusters Score -437030.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -437045.187500 Penalty: 4074.105957
	Iteration 11Q: 3 clusters Score -437045.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -437055.218750 Penalty: 4074.105957
	Iteration 12Q: 3 clusters Score -437055.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -437064.781250 Penalty: 4074.105957
	Iteration 13Q: 3 clusters Score -437064.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -437075.000000 Penalty: 4074.105957
	Iteration 14Q: 3 clusters Score -437075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -437080.343750 Penalty: 4074.105957
	Iteration 15Q: 3 clusters Score -437080.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -437089.218750 Penalty: 4074.105957
	Iteration 16Q: 3 clusters Score -437089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -437096.406250 Penalty: 4074.105957
	Iteration 17Q: 3 clusters Score -437096.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -437103.093750 Penalty: 4074.105957
	Iteration 18Q: 3 clusters Score -437103.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -437110.843750 Penalty: 4074.105957
	Iteration 19Q: 3 clusters Score -437110.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -437119.031250 Penalty: 4074.105957
	Iteration 20F: 3 clusters Score -437119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -437125.468750 Penalty: 4074.105957
	Iteration 21Q: 3 clusters Score -437125.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -437131.375000 Penalty: 4074.105957
	Iteration 22Q: 3 clusters Score -437131.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -437138.406250 Penalty: 4074.105957
	Iteration 23Q: 3 clusters Score -437138.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -437147.593750 Penalty: 4074.105957
	Iteration 24Q: 3 clusters Score -437147.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -437155.250000 Penalty: 4074.105957
	Iteration 25Q: 3 clusters Score -437155.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -437167.250000 Penalty: 4074.105957
	Iteration 26Q: 3 clusters Score -437167.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -437179.187500 Penalty: 4074.105957
	Iteration 27Q: 3 clusters Score -437179.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -437187.187500 Penalty: 4074.105957
	Iteration 28Q: 3 clusters Score -437187.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -437198.531250 Penalty: 4074.105957
	Iteration 29Q: 3 clusters Score -437198.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -437204.375000 Penalty: 4074.105957
	Iteration 30Q: 3 clusters Score -437204.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -437211.281250 Penalty: 4074.105957
	Iteration 31Q: 3 clusters Score -437211.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -437220.156250 Penalty: 4074.105957
	Iteration 32Q: 3 clusters Score -437220.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -437228.500000 Penalty: 4074.105957
	Iteration 33Q: 3 clusters Score -437228.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -437240.750000 Penalty: 4074.105957
	Iteration 34Q: 3 clusters Score -437240.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -437251.625000 Penalty: 4074.105957
	Iteration 35Q: 3 clusters Score -437251.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -437260.875000 Penalty: 4074.105957
	Iteration 36Q: 3 clusters Score -437260.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -437270.968750 Penalty: 4074.105957
	Iteration 37Q: 3 clusters Score -437271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -437280.843750 Penalty: 4074.105957
	Iteration 38Q: 3 clusters Score -437280.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -437290.156250 Penalty: 4074.105957
	Iteration 39Q: 3 clusters Score -437290.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -437299.625000 Penalty: 4074.105957
	Iteration 40F: 3 clusters Score -437299.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -437307.406250 Penalty: 4074.105957
	Iteration 41Q: 3 clusters Score -437307.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -437315.218750 Penalty: 4074.105957
	Iteration 42Q: 3 clusters Score -437315.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -437325.156250 Penalty: 4074.105957
	Iteration 43Q: 3 clusters Score -437325.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -437333.937500 Penalty: 4074.105957
	Iteration 44Q: 3 clusters Score -437333.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -437345.062500 Penalty: 4074.105957
	Iteration 45Q: 3 clusters Score -437345.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -437358.375000 Penalty: 4074.105957
	Iteration 46Q: 3 clusters Score -437358.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -437367.593750 Penalty: 4074.105957
	Iteration 47Q: 3 clusters Score -437367.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -437379.750000 Penalty: 4074.105957
	Iteration 48Q: 3 clusters Score -437379.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -437393.218750 Penalty: 4074.105957
	Iteration 49Q: 3 clusters Score -437393.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -437401.312500 Penalty: 4074.105957
	Iteration 50Q: 3 clusters Score -437401.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -437411.718750 Penalty: 4074.105957
	Iteration 51Q: 3 clusters Score -437411.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -437424.875000 Penalty: 4074.105957
	Iteration 52Q: 3 clusters Score -437424.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -437436.500000 Penalty: 4074.105957
	Iteration 53Q: 3 clusters Score -437436.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -437446.468750 Penalty: 4074.105957
	Iteration 54Q: 3 clusters Score -437446.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -437456.687500 Penalty: 4074.105957
	Iteration 55Q: 3 clusters Score -437456.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -437464.062500 Penalty: 4074.105957
	Iteration 56Q: 3 clusters Score -437464.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -437473.781250 Penalty: 4074.105957
	Iteration 57Q: 3 clusters Score -437473.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -437480.937500 Penalty: 4074.105957
	Iteration 58Q: 3 clusters Score -437480.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -437491.031250 Penalty: 4074.105957
	Iteration 59Q: 3 clusters Score -437491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -437509.656250 Penalty: 4074.105957
	Iteration 60F: 3 clusters Score -437509.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -437526.750000 Penalty: 4074.105957
	Iteration 61Q: 3 clusters Score -437526.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -437539.531250 Penalty: 4074.105957
	Iteration 62Q: 3 clusters Score -437539.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -437546.343750 Penalty: 4074.105957
	Iteration 63Q: 3 clusters Score -437546.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -437552.656250 Penalty: 4074.105957
	Iteration 64Q: 3 clusters Score -437552.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -437558.281250 Penalty: 4074.105957
	Iteration 65Q: 3 clusters Score -437558.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -437562.187500 Penalty: 4074.105957
	Iteration 66Q: 3 clusters Score -437562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -437566.156250 Penalty: 4074.105957
	Iteration 67Q: 3 clusters Score -437566.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -437571.968750 Penalty: 4074.105957
	Iteration 68Q: 3 clusters Score -437572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -437577.375000 Penalty: 4074.105957
	Iteration 69Q: 3 clusters Score -437577.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -437583.312500 Penalty: 4074.105957
	Iteration 70Q: 3 clusters Score -437583.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -437588.968750 Penalty: 4074.105957
	Iteration 71Q: 3 clusters Score -437589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -437598.875000 Penalty: 4074.105957
	Iteration 72Q: 3 clusters Score -437598.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -437606.562500 Penalty: 4074.105957
	Iteration 73Q: 3 clusters Score -437606.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -437610.218750 Penalty: 4074.105957
	Iteration 74Q: 3 clusters Score -437610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -437615.718750 Penalty: 4074.105957
	Iteration 75Q: 3 clusters Score -437615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -437618.375000 Penalty: 4074.105957
	Iteration 76Q: 3 clusters Score -437618.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -437623.125000 Penalty: 4074.105957
	Iteration 77Q: 3 clusters Score -437623.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -437626.875000 Penalty: 4074.105957
	Iteration 78Q: 3 clusters Score -437626.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -437633.625000 Penalty: 4074.105957
	Iteration 79Q: 3 clusters Score -437633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -437636.781250 Penalty: 4074.105957
	Iteration 80F: 3 clusters Score -437636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -437638.250000 Penalty: 4074.105957
	Iteration 81Q: 3 clusters Score -437638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -437643.125000 Penalty: 4074.105957
	Iteration 82Q: 3 clusters Score -437643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -437645.906250 Penalty: 4074.105957
	Iteration 83Q: 3 clusters Score -437645.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -437649.000000 Penalty: 4074.105957
	Iteration 84Q: 3 clusters Score -437649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -437651.937500 Penalty: 4074.105957
	Iteration 85Q: 3 clusters Score -437651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -437655.593750 Penalty: 4074.105957
	Iteration 86Q: 3 clusters Score -437655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -437657.625000 Penalty: 4074.105957
	Iteration 87Q: 3 clusters Score -437657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -437657.812500 Penalty: 4074.105957
	Iteration 88Q: 3 clusters Score -437657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -437659.062500 Penalty: 4074.105957
	Iteration 89Q: 3 clusters Score -437659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -437659.781250 Penalty: 4074.105957
	Iteration 90Q: 3 clusters Score -437659.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -437662.718750 Penalty: 4074.105957
	Iteration 91Q: 3 clusters Score -437662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -437663.875000 Penalty: 4074.105957
	Iteration 92Q: 3 clusters Score -437663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -437663.812500 Penalty: 4074.105957
	Iteration 93Q: 3 clusters Score -437663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -437663.812500 Penalty: 4074.105957
	Iteration 94F: 3 clusters Score -437663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Entering Unmasked Estep 
Score: -6326046.000000 Penalty: 2693.917236
	Iteration 0F: 2 clusters Score -6326046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -6290887.000000 Penalty: 5387.834473
	Iteration 0F: 3 clusters Score -6290887 nChanged 24089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -6304175.500000 Penalty: 5387.834473
	Iteration 1F: 3 clusters Score -6304176 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -6304908.000000 Penalty: 5387.834473
	Iteration 2Q: 3 clusters Score -6304908 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -6305646.500000 Penalty: 5387.834473
	Iteration 3Q: 3 clusters Score -6305646 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -6306640.000000 Penalty: 5387.834473
	Iteration 4Q: 3 clusters Score -6306640 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -6308065.000000 Penalty: 5387.834473
	Iteration 5F: 3 clusters Score -6308065 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -6310158.500000 Penalty: 5387.834473
	Iteration 6F: 3 clusters Score -6310158 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -6313028.000000 Penalty: 5387.834473
	Iteration 7F: 3 clusters Score -6313028 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -6316278.000000 Penalty: 5387.834473
	Iteration 8F: 3 clusters Score -6316278 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -6319380.500000 Penalty: 5387.834473
	Iteration 9F: 3 clusters Score -6319380 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -6321635.000000 Penalty: 5387.834473
	Iteration 10Q: 3 clusters Score -6321635 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -6322802.500000 Penalty: 5387.834473
	Iteration 11Q: 3 clusters Score -6322802 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -6323499.000000 Penalty: 5387.834473
	Iteration 12Q: 3 clusters Score -6323499 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -6323890.500000 Penalty: 5387.834473
	Iteration 13Q: 3 clusters Score -6323890 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -6324070.500000 Penalty: 5387.834473
	Iteration 14Q: 3 clusters Score -6324070 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -6324253.000000 Penalty: 5387.834473
	Iteration 15Q: 3 clusters Score -6324253 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -6324332.500000 Penalty: 5387.834473
	Iteration 16Q: 3 clusters Score -6324332 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -6324403.000000 Penalty: 5387.834473
	Iteration 17Q: 3 clusters Score -6324403 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -6324449.500000 Penalty: 5387.834473
	Iteration 18Q: 3 clusters Score -6324450 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -6324489.500000 Penalty: 5387.834473
	Iteration 19Q: 3 clusters Score -6324490 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -6324502.500000 Penalty: 5387.834473
	Iteration 20F: 3 clusters Score -6324502 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -6324525.000000 Penalty: 5387.834473
	Iteration 21Q: 3 clusters Score -6324525 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -6324557.500000 Penalty: 5387.834473
	Iteration 22Q: 3 clusters Score -6324558 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -6324559.000000 Penalty: 5387.834473
	Iteration 23Q: 3 clusters Score -6324559 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -6324575.500000 Penalty: 5387.834473
	Iteration 24Q: 3 clusters Score -6324576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -6324607.000000 Penalty: 5387.834473
	Iteration 25Q: 3 clusters Score -6324607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -6324603.500000 Penalty: 5387.834473
	Iteration 26Q: 3 clusters Score -6324604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -6324612.000000 Penalty: 5387.834473
	Iteration 27Q: 3 clusters Score -6324612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -6324612.000000 Penalty: 5387.834473
	Iteration 28Q: 3 clusters Score -6324612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -6324630.500000 Penalty: 5387.834473
	Iteration 29Q: 3 clusters Score -6324630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -6324634.000000 Penalty: 5387.834473
	Iteration 30Q: 3 clusters Score -6324634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -6324646.000000 Penalty: 5387.834473
	Iteration 31Q: 3 clusters Score -6324646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -6324660.500000 Penalty: 5387.834473
	Iteration 32Q: 3 clusters Score -6324660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -6324660.500000 Penalty: 5387.834473
	Iteration 33Q: 3 clusters Score -6324660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -6324656.500000 Penalty: 5387.834473
	Iteration 34Q: 3 clusters Score -6324656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -6324658.500000 Penalty: 5387.834473
	Iteration 35Q: 3 clusters Score -6324658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -6324671.500000 Penalty: 5387.834473
	Iteration 36Q: 3 clusters Score -6324672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -6324680.000000 Penalty: 5387.834473
	Iteration 37Q: 3 clusters Score -6324680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -6324679.000000 Penalty: 5387.834473
	Iteration 38Q: 3 clusters Score -6324679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -6324675.500000 Penalty: 5387.834473
	Iteration 39Q: 3 clusters Score -6324676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -6324664.500000 Penalty: 5387.834473
	Iteration 40F: 3 clusters Score -6324664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -6324662.000000 Penalty: 5387.834473
	Iteration 41Q: 3 clusters Score -6324662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -6324655.500000 Penalty: 5387.834473
	Iteration 42Q: 3 clusters Score -6324656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -6324657.500000 Penalty: 5387.834473
	Iteration 43Q: 3 clusters Score -6324658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -6324653.500000 Penalty: 5387.834473
	Iteration 44Q: 3 clusters Score -6324654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -6324660.000000 Penalty: 5387.834473
	Iteration 45Q: 3 clusters Score -6324660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -6324658.000000 Penalty: 5387.834473
	Iteration 46Q: 3 clusters Score -6324658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -6324654.000000 Penalty: 5387.834473
	Iteration 47Q: 3 clusters Score -6324654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -6324655.500000 Penalty: 5387.834473
	Iteration 48Q: 3 clusters Score -6324656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -6324650.500000 Penalty: 5387.834473
	Iteration 49Q: 3 clusters Score -6324650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -6324651.000000 Penalty: 5387.834473
	Iteration 50Q: 3 clusters Score -6324651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -6324658.000000 Penalty: 5387.834473
	Iteration 51Q: 3 clusters Score -6324658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -6324657.500000 Penalty: 5387.834473
	Iteration 52Q: 3 clusters Score -6324658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -6324657.500000 Penalty: 5387.834473
	Iteration 53F: 3 clusters Score -6324658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Entering Unmasked Estep 
Score: -911569.937500 Penalty: 2227.145020
	Iteration 0F: 2 clusters Score -911569.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -905195.437500 Penalty: 4454.290039
	Iteration 0F: 3 clusters Score -905195.4 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -907193.125000 Penalty: 4454.290039
	Iteration 1F: 3 clusters Score -907193.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -907608.687500 Penalty: 4454.290039
	Iteration 2F: 3 clusters Score -907608.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -908107.437500 Penalty: 4454.290039
	Iteration 3F: 3 clusters Score -908107.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -908688.187500 Penalty: 4454.290039
	Iteration 4F: 3 clusters Score -908688.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -909218.000000 Penalty: 4454.290039
	Iteration 5F: 3 clusters Score -909218 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -909584.437500 Penalty: 4454.290039
	Iteration 6F: 3 clusters Score -909584.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -909797.187500 Penalty: 4454.290039
	Iteration 7Q: 3 clusters Score -909797.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -909901.562500 Penalty: 4454.290039
	Iteration 8Q: 3 clusters Score -909901.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -909952.000000 Penalty: 4454.290039
	Iteration 9Q: 3 clusters Score -909952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -909981.500000 Penalty: 4454.290039
	Iteration 10Q: 3 clusters Score -909981.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -910007.875000 Penalty: 4454.290039
	Iteration 11Q: 3 clusters Score -910007.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -910023.875000 Penalty: 4454.290039
	Iteration 12Q: 3 clusters Score -910023.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -910034.375000 Penalty: 4454.290039
	Iteration 13Q: 3 clusters Score -910034.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -910044.000000 Penalty: 4454.290039
	Iteration 14Q: 3 clusters Score -910044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -910053.625000 Penalty: 4454.290039
	Iteration 15Q: 3 clusters Score -910053.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -910060.312500 Penalty: 4454.290039
	Iteration 16Q: 3 clusters Score -910060.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -910071.000000 Penalty: 4454.290039
	Iteration 17Q: 3 clusters Score -910071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -910077.875000 Penalty: 4454.290039
	Iteration 18Q: 3 clusters Score -910077.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -910084.562500 Penalty: 4454.290039
	Iteration 19Q: 3 clusters Score -910084.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -910089.812500 Penalty: 4454.290039
	Iteration 20F: 3 clusters Score -910089.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -910095.875000 Penalty: 4454.290039
	Iteration 21Q: 3 clusters Score -910095.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -910097.625000 Penalty: 4454.290039
	Iteration 22Q: 3 clusters Score -910097.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -910103.625000 Penalty: 4454.290039
	Iteration 23Q: 3 clusters Score -910103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -910109.125000 Penalty: 4454.290039
	Iteration 24Q: 3 clusters Score -910109.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -910112.062500 Penalty: 4454.290039
	Iteration 25Q: 3 clusters Score -910112.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -910117.750000 Penalty: 4454.290039
	Iteration 26Q: 3 clusters Score -910117.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -910124.437500 Penalty: 4454.290039
	Iteration 27Q: 3 clusters Score -910124.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -910124.875000 Penalty: 4454.290039
	Iteration 28Q: 3 clusters Score -910124.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -910128.625000 Penalty: 4454.290039
	Iteration 29Q: 3 clusters Score -910128.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -910133.187500 Penalty: 4454.290039
	Iteration 30Q: 3 clusters Score -910133.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -910141.437500 Penalty: 4454.290039
	Iteration 31Q: 3 clusters Score -910141.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -910144.312500 Penalty: 4454.290039
	Iteration 32Q: 3 clusters Score -910144.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -910148.062500 Penalty: 4454.290039
	Iteration 33Q: 3 clusters Score -910148.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -910148.250000 Penalty: 4454.290039
	Iteration 34Q: 3 clusters Score -910148.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -910151.125000 Penalty: 4454.290039
	Iteration 35Q: 3 clusters Score -910151.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -910153.250000 Penalty: 4454.290039
	Iteration 36Q: 3 clusters Score -910153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -910156.750000 Penalty: 4454.290039
	Iteration 37Q: 3 clusters Score -910156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -910156.250000 Penalty: 4454.290039
	Iteration 38Q: 3 clusters Score -910156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -910158.937500 Penalty: 4454.290039
	Iteration 39Q: 3 clusters Score -910158.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -910159.875000 Penalty: 4454.290039
	Iteration 40F: 3 clusters Score -910159.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -910163.437500 Penalty: 4454.290039
	Iteration 41Q: 3 clusters Score -910163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -910164.562500 Penalty: 4454.290039
	Iteration 42Q: 3 clusters Score -910164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -910164.312500 Penalty: 4454.290039
	Iteration 43Q: 3 clusters Score -910164.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -910170.750000 Penalty: 4454.290039
	Iteration 44Q: 3 clusters Score -910170.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -910171.187500 Penalty: 4454.290039
	Iteration 45Q: 3 clusters Score -910171.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -910173.187500 Penalty: 4454.290039
	Iteration 46Q: 3 clusters Score -910173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -910175.500000 Penalty: 4454.290039
	Iteration 47Q: 3 clusters Score -910175.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -910178.875000 Penalty: 4454.290039
	Iteration 48Q: 3 clusters Score -910178.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -910182.687500 Penalty: 4454.290039
	Iteration 49Q: 3 clusters Score -910182.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -910185.125000 Penalty: 4454.290039
	Iteration 50Q: 3 clusters Score -910185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -910184.375000 Penalty: 4454.290039
	Iteration 51Q: 3 clusters Score -910184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -910185.500000 Penalty: 4454.290039
	Iteration 52Q: 3 clusters Score -910185.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -910189.062500 Penalty: 4454.290039
	Iteration 53Q: 3 clusters Score -910189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -910187.625000 Penalty: 4454.290039
	Iteration 54Q: 3 clusters Score -910187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -910190.687500 Penalty: 4454.290039
	Iteration 55Q: 3 clusters Score -910190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -910191.250000 Penalty: 4454.290039
	Iteration 56Q: 3 clusters Score -910191.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -910194.625000 Penalty: 4454.290039
	Iteration 57Q: 3 clusters Score -910194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -910192.687500 Penalty: 4454.290039
	Iteration 58Q: 3 clusters Score -910192.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -910197.437500 Penalty: 4454.290039
	Iteration 59Q: 3 clusters Score -910197.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -910200.562500 Penalty: 4454.290039
	Iteration 60F: 3 clusters Score -910200.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -910206.687500 Penalty: 4454.290039
	Iteration 61Q: 3 clusters Score -910206.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -910211.312500 Penalty: 4454.290039
	Iteration 62Q: 3 clusters Score -910211.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -910219.187500 Penalty: 4454.290039
	Iteration 63Q: 3 clusters Score -910219.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -910223.000000 Penalty: 4454.290039
	Iteration 64Q: 3 clusters Score -910223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -910225.750000 Penalty: 4454.290039
	Iteration 65Q: 3 clusters Score -910225.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -910228.000000 Penalty: 4454.290039
	Iteration 66Q: 3 clusters Score -910228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -910230.187500 Penalty: 4454.290039
	Iteration 67Q: 3 clusters Score -910230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -910235.500000 Penalty: 4454.290039
	Iteration 68Q: 3 clusters Score -910235.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -910241.500000 Penalty: 4454.290039
	Iteration 69Q: 3 clusters Score -910241.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -910253.687500 Penalty: 4454.290039
	Iteration 70Q: 3 clusters Score -910253.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -910273.062500 Penalty: 4454.290039
	Iteration 71Q: 3 clusters Score -910273.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -910300.562500 Penalty: 4454.290039
	Iteration 72Q: 3 clusters Score -910300.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -910337.187500 Penalty: 4454.290039
	Iteration 73Q: 3 clusters Score -910337.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -910385.812500 Penalty: 4454.290039
	Iteration 74Q: 3 clusters Score -910385.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -910441.937500 Penalty: 4454.290039
	Iteration 75Q: 3 clusters Score -910441.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -910512.000000 Penalty: 4454.290039
	Iteration 76Q: 3 clusters Score -910512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -910595.375000 Penalty: 4454.290039
	Iteration 77Q: 3 clusters Score -910595.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -910665.500000 Penalty: 4454.290039
	Iteration 78Q: 3 clusters Score -910665.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -910735.875000 Penalty: 4454.290039
	Iteration 79Q: 3 clusters Score -910735.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -910802.562500 Penalty: 4454.290039
	Iteration 80F: 3 clusters Score -910802.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -910860.375000 Penalty: 4454.290039
	Iteration 81Q: 3 clusters Score -910860.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -910912.312500 Penalty: 4454.290039
	Iteration 82Q: 3 clusters Score -910912.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -910947.187500 Penalty: 4454.290039
	Iteration 83Q: 3 clusters Score -910947.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -910982.125000 Penalty: 4454.290039
	Iteration 84Q: 3 clusters Score -910982.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -911012.437500 Penalty: 4454.290039
	Iteration 85Q: 3 clusters Score -911012.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -911033.250000 Penalty: 4454.290039
	Iteration 86Q: 3 clusters Score -911033.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -911051.812500 Penalty: 4454.290039
	Iteration 87Q: 3 clusters Score -911051.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -911063.562500 Penalty: 4454.290039
	Iteration 88Q: 3 clusters Score -911063.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -911072.687500 Penalty: 4454.290039
	Iteration 89Q: 3 clusters Score -911072.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -911079.812500 Penalty: 4454.290039
	Iteration 90Q: 3 clusters Score -911079.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -911086.562500 Penalty: 4454.290039
	Iteration 91Q: 3 clusters Score -911086.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -911095.562500 Penalty: 4454.290039
	Iteration 92Q: 3 clusters Score -911095.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -911104.687500 Penalty: 4454.290039
	Iteration 93Q: 3 clusters Score -911104.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -911112.000000 Penalty: 4454.290039
	Iteration 94Q: 3 clusters Score -911112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -911124.875000 Penalty: 4454.290039
	Iteration 95Q: 3 clusters Score -911124.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -911130.937500 Penalty: 4454.290039
	Iteration 96Q: 3 clusters Score -911130.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -911139.875000 Penalty: 4454.290039
	Iteration 97Q: 3 clusters Score -911139.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -911144.562500 Penalty: 4454.290039
	Iteration 98Q: 3 clusters Score -911144.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -911152.500000 Penalty: 4454.290039
	Iteration 99Q: 3 clusters Score -911152.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -911174.125000 Penalty: 4454.290039
	Iteration 100F: 3 clusters Score -911174.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -911204.437500 Penalty: 4454.290039
	Iteration 101Q: 3 clusters Score -911204.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -911266.625000 Penalty: 4454.290039
	Iteration 102Q: 3 clusters Score -911266.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -911310.125000 Penalty: 4454.290039
	Iteration 103Q: 3 clusters Score -911310.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -911333.562500 Penalty: 4454.290039
	Iteration 104Q: 3 clusters Score -911333.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -911348.250000 Penalty: 4454.290039
	Iteration 105Q: 3 clusters Score -911348.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -911367.750000 Penalty: 4454.290039
	Iteration 106Q: 3 clusters Score -911367.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -911381.875000 Penalty: 4454.290039
	Iteration 107Q: 3 clusters Score -911381.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -911387.937500 Penalty: 4454.290039
	Iteration 108Q: 3 clusters Score -911387.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -911393.687500 Penalty: 4454.290039
	Iteration 109Q: 3 clusters Score -911393.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -911398.437500 Penalty: 4454.290039
	Iteration 110Q: 3 clusters Score -911398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -911402.062500 Penalty: 4454.290039
	Iteration 111Q: 3 clusters Score -911402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -911401.937500 Penalty: 4454.290039
	Iteration 112Q: 3 clusters Score -911401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -911404.937500 Penalty: 4454.290039
	Iteration 113Q: 3 clusters Score -911404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -911403.062500 Penalty: 4454.290039
	Iteration 114Q: 3 clusters Score -911403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -911402.812500 Penalty: 4454.290039
	Iteration 115Q: 3 clusters Score -911402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -911402.812500 Penalty: 4454.290039
	Iteration 116F: 3 clusters Score -911402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175275 members 
Entering Unmasked Estep 
Score: -20667388.000000 Penalty: 2994.379639
	Iteration 0F: 2 clusters Score -2.066739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87854 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -20551370.000000 Penalty: 5988.759277
	Iteration 0F: 3 clusters Score -2.055137e+07 nChanged 83880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -20602202.000000 Penalty: 5988.759277
	Iteration 1F: 3 clusters Score -2.06022e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -20606650.000000 Penalty: 5988.759277
	Iteration 2F: 3 clusters Score -2.060665e+07 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 71103 members 
Entering Unmasked Estep 
Score: -20614778.000000 Penalty: 5988.759277
	Iteration 3F: 3 clusters Score -2.061478e+07 nChanged 14202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112070 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -20624122.000000 Penalty: 5988.759277
	Iteration 4F: 3 clusters Score -2.062412e+07 nChanged 13391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119495 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -20632186.000000 Penalty: 5988.759277
	Iteration 5F: 3 clusters Score -2.063219e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125659 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -20637530.000000 Penalty: 5988.759277
	Iteration 6F: 3 clusters Score -2.063753e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130934 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -20640770.000000 Penalty: 5988.759277
	Iteration 7Q: 3 clusters Score -2.064077e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135759 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -20642918.000000 Penalty: 5988.759277
	Iteration 8Q: 3 clusters Score -2.064292e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140315 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -20644762.000000 Penalty: 5988.759277
	Iteration 9Q: 3 clusters Score -2.064476e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144853 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -20646522.000000 Penalty: 5988.759277
	Iteration 10Q: 3 clusters Score -2.064652e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149551 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -20648516.000000 Penalty: 5988.759277
	Iteration 11Q: 3 clusters Score -2.064852e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154399 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -20650964.000000 Penalty: 5988.759277
	Iteration 12Q: 3 clusters Score -2.065096e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159155 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -20653558.000000 Penalty: 5988.759277
	Iteration 13Q: 3 clusters Score -2.065356e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163672 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -20656686.000000 Penalty: 5988.759277
	Iteration 14Q: 3 clusters Score -2.065669e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167594 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -20659398.000000 Penalty: 5988.759277
	Iteration 15Q: 3 clusters Score -2.06594e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170565 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -20661604.000000 Penalty: 5988.759277
	Iteration 16Q: 3 clusters Score -2.06616e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172519 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -20662918.000000 Penalty: 5988.759277
	Iteration 17Q: 3 clusters Score -2.066292e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173628 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -20663930.000000 Penalty: 5988.759277
	Iteration 18Q: 3 clusters Score -2.066393e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174143 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -20664366.000000 Penalty: 5988.759277
	Iteration 19Q: 3 clusters Score -2.066437e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174403 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20664582.000000 Penalty: 5988.759277
	Iteration 20F: 3 clusters Score -2.066458e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174529 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20664714.000000 Penalty: 5988.759277
	Iteration 21Q: 3 clusters Score -2.066471e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174592 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -20664844.000000 Penalty: 5988.759277
	Iteration 22Q: 3 clusters Score -2.066484e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174637 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -20664902.000000 Penalty: 5988.759277
	Iteration 23Q: 3 clusters Score -2.06649e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -20664934.000000 Penalty: 5988.759277
	Iteration 24Q: 3 clusters Score -2.066493e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174657 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -20664924.000000 Penalty: 5988.759277
	Iteration 25Q: 3 clusters Score -2.066492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174670 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -20664930.000000 Penalty: 5988.759277
	Iteration 26Q: 3 clusters Score -2.066493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174676 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -20664934.000000 Penalty: 5988.759277
	Iteration 27Q: 3 clusters Score -2.066493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174683 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20664932.000000 Penalty: 5988.759277
	Iteration 28Q: 3 clusters Score -2.066493e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174684 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -20664930.000000 Penalty: 5988.759277
	Iteration 29Q: 3 clusters Score -2.066493e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174692 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -20664956.000000 Penalty: 5988.759277
	Iteration 30Q: 3 clusters Score -2.066496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174699 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -20664964.000000 Penalty: 5988.759277
	Iteration 31Q: 3 clusters Score -2.066496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174702 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20664964.000000 Penalty: 5988.759277
	Iteration 32Q: 3 clusters Score -2.066496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174703 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20664986.000000 Penalty: 5988.759277
	Iteration 33Q: 3 clusters Score -2.066499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174704 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20664992.000000 Penalty: 5988.759277
	Iteration 34Q: 3 clusters Score -2.066499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174706 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -20664996.000000 Penalty: 5988.759277
	Iteration 35Q: 3 clusters Score -2.0665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20665008.000000 Penalty: 5988.759277
	Iteration 36Q: 3 clusters Score -2.066501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174710 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20664998.000000 Penalty: 5988.759277
	Iteration 37Q: 3 clusters Score -2.0665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174710 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20664998.000000 Penalty: 5988.759277
	Iteration 38Q: 3 clusters Score -2.0665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20664992.000000 Penalty: 5988.759277
	Iteration 39Q: 3 clusters Score -2.066499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174710 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20664998.000000 Penalty: 5988.759277
	Iteration 40F: 3 clusters Score -2.0665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174713 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -20664990.000000 Penalty: 5988.759277
	Iteration 41Q: 3 clusters Score -2.066499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174714 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20664992.000000 Penalty: 5988.759277
	Iteration 42Q: 3 clusters Score -2.066499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174715 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20664986.000000 Penalty: 5988.759277
	Iteration 43Q: 3 clusters Score -2.066499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174715 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20664986.000000 Penalty: 5988.759277
	Iteration 44F: 3 clusters Score -2.066499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -28086.675781 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -28086.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26929.050781 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -26929.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27271.509766 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -27271.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27413.412109 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -27413.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27478.740234 Penalty: 3011.085938
	Iteration 3F: 3 clusters Score -27478.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27511.009766 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -27511.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27564.421875 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -27564.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27568.830078 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -27568.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27571.900391 Penalty: 3011.085938
	Iteration 7F: 3 clusters Score -27571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27599.220703 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -27599.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27604.181641 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -27604.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27607.998047 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -27608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27608.914062 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -27608.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27608.914062 Penalty: 3011.085938
	Iteration 12F: 3 clusters Score -27608.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Entering Unmasked Estep 
Score: -1884273.375000 Penalty: 2399.107910
	Iteration 0F: 2 clusters Score -1884273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1872830.625000 Penalty: 4798.215820
	Iteration 0F: 3 clusters Score -1872831 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1876644.125000 Penalty: 4798.215820
	Iteration 1F: 3 clusters Score -1876644 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1877258.375000 Penalty: 4798.215820
	Iteration 2F: 3 clusters Score -1877258 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1877991.125000 Penalty: 4798.215820
	Iteration 3F: 3 clusters Score -1877991 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1878842.125000 Penalty: 4798.215820
	Iteration 4F: 3 clusters Score -1878842 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1879865.500000 Penalty: 4798.215820
	Iteration 5F: 3 clusters Score -1879866 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1880785.125000 Penalty: 4798.215820
	Iteration 6F: 3 clusters Score -1880785 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1881434.125000 Penalty: 4798.215820
	Iteration 7F: 3 clusters Score -1881434 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1881806.125000 Penalty: 4798.215820
	Iteration 8Q: 3 clusters Score -1881806 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1882030.000000 Penalty: 4798.215820
	Iteration 9Q: 3 clusters Score -1882030 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1882170.500000 Penalty: 4798.215820
	Iteration 10Q: 3 clusters Score -1882170 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1882277.000000 Penalty: 4798.215820
	Iteration 11Q: 3 clusters Score -1882277 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1882389.250000 Penalty: 4798.215820
	Iteration 12Q: 3 clusters Score -1882389 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1882500.375000 Penalty: 4798.215820
	Iteration 13Q: 3 clusters Score -1882500 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1882640.125000 Penalty: 4798.215820
	Iteration 14Q: 3 clusters Score -1882640 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1882823.375000 Penalty: 4798.215820
	Iteration 15Q: 3 clusters Score -1882823 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1883027.250000 Penalty: 4798.215820
	Iteration 16Q: 3 clusters Score -1883027 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1883225.250000 Penalty: 4798.215820
	Iteration 17Q: 3 clusters Score -1883225 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1883378.750000 Penalty: 4798.215820
	Iteration 18Q: 3 clusters Score -1883379 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1883460.750000 Penalty: 4798.215820
	Iteration 19Q: 3 clusters Score -1883461 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1883486.500000 Penalty: 4798.215820
	Iteration 20F: 3 clusters Score -1883486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1883513.125000 Penalty: 4798.215820
	Iteration 21Q: 3 clusters Score -1883513 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1883533.250000 Penalty: 4798.215820
	Iteration 22Q: 3 clusters Score -1883533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1883547.875000 Penalty: 4798.215820
	Iteration 23Q: 3 clusters Score -1883548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1883560.125000 Penalty: 4798.215820
	Iteration 24Q: 3 clusters Score -1883560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1883565.500000 Penalty: 4798.215820
	Iteration 25Q: 3 clusters Score -1883566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1883575.125000 Penalty: 4798.215820
	Iteration 26Q: 3 clusters Score -1883575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1883580.750000 Penalty: 4798.215820
	Iteration 27Q: 3 clusters Score -1883581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1883586.250000 Penalty: 4798.215820
	Iteration 28Q: 3 clusters Score -1883586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1883590.250000 Penalty: 4798.215820
	Iteration 29Q: 3 clusters Score -1883590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1883595.750000 Penalty: 4798.215820
	Iteration 30Q: 3 clusters Score -1883596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1883598.000000 Penalty: 4798.215820
	Iteration 31Q: 3 clusters Score -1883598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1883600.750000 Penalty: 4798.215820
	Iteration 32Q: 3 clusters Score -1883601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1883600.625000 Penalty: 4798.215820
	Iteration 33Q: 3 clusters Score -1883601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1883605.875000 Penalty: 4798.215820
	Iteration 34Q: 3 clusters Score -1883606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1883612.875000 Penalty: 4798.215820
	Iteration 35Q: 3 clusters Score -1883613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1883619.000000 Penalty: 4798.215820
	Iteration 36Q: 3 clusters Score -1883619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1883618.125000 Penalty: 4798.215820
	Iteration 37Q: 3 clusters Score -1883618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1883618.625000 Penalty: 4798.215820
	Iteration 38Q: 3 clusters Score -1883619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1883619.875000 Penalty: 4798.215820
	Iteration 39Q: 3 clusters Score -1883620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1883621.750000 Penalty: 4798.215820
	Iteration 40F: 3 clusters Score -1883622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1883619.750000 Penalty: 4798.215820
	Iteration 41Q: 3 clusters Score -1883620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1883617.875000 Penalty: 4798.215820
	Iteration 42Q: 3 clusters Score -1883618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1883618.000000 Penalty: 4798.215820
	Iteration 43Q: 3 clusters Score -1883618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1883621.375000 Penalty: 4798.215820
	Iteration 44Q: 3 clusters Score -1883621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1883623.375000 Penalty: 4798.215820
	Iteration 45Q: 3 clusters Score -1883623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1883622.125000 Penalty: 4798.215820
	Iteration 46Q: 3 clusters Score -1883622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1883631.125000 Penalty: 4798.215820
	Iteration 47Q: 3 clusters Score -1883631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1883628.375000 Penalty: 4798.215820
	Iteration 48Q: 3 clusters Score -1883628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1883632.000000 Penalty: 4798.215820
	Iteration 49Q: 3 clusters Score -1883632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1883638.625000 Penalty: 4798.215820
	Iteration 50Q: 3 clusters Score -1883639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1883638.375000 Penalty: 4798.215820
	Iteration 51Q: 3 clusters Score -1883638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1883643.750000 Penalty: 4798.215820
	Iteration 52Q: 3 clusters Score -1883644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1883650.250000 Penalty: 4798.215820
	Iteration 53Q: 3 clusters Score -1883650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1883651.500000 Penalty: 4798.215820
	Iteration 54Q: 3 clusters Score -1883652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1883654.250000 Penalty: 4798.215820
	Iteration 55Q: 3 clusters Score -1883654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1883664.125000 Penalty: 4798.215820
	Iteration 56Q: 3 clusters Score -1883664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1883667.000000 Penalty: 4798.215820
	Iteration 57Q: 3 clusters Score -1883667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1883672.500000 Penalty: 4798.215820
	Iteration 58Q: 3 clusters Score -1883672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1883680.625000 Penalty: 4798.215820
	Iteration 59Q: 3 clusters Score -1883681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1883689.625000 Penalty: 4798.215820
	Iteration 60F: 3 clusters Score -1883690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1883698.000000 Penalty: 4798.215820
	Iteration 61Q: 3 clusters Score -1883698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1883703.625000 Penalty: 4798.215820
	Iteration 62Q: 3 clusters Score -1883704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1883708.875000 Penalty: 4798.215820
	Iteration 63Q: 3 clusters Score -1883709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1883715.500000 Penalty: 4798.215820
	Iteration 64Q: 3 clusters Score -1883716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1883721.000000 Penalty: 4798.215820
	Iteration 65Q: 3 clusters Score -1883721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1883721.375000 Penalty: 4798.215820
	Iteration 66Q: 3 clusters Score -1883721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1883726.375000 Penalty: 4798.215820
	Iteration 67Q: 3 clusters Score -1883726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1883738.750000 Penalty: 4798.215820
	Iteration 68Q: 3 clusters Score -1883739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1883744.750000 Penalty: 4798.215820
	Iteration 69Q: 3 clusters Score -1883745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1883751.375000 Penalty: 4798.215820
	Iteration 70Q: 3 clusters Score -1883751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1883762.250000 Penalty: 4798.215820
	Iteration 71Q: 3 clusters Score -1883762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1883777.875000 Penalty: 4798.215820
	Iteration 72Q: 3 clusters Score -1883778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1883788.500000 Penalty: 4798.215820
	Iteration 73Q: 3 clusters Score -1883788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1883814.500000 Penalty: 4798.215820
	Iteration 74Q: 3 clusters Score -1883814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1883844.750000 Penalty: 4798.215820
	Iteration 75Q: 3 clusters Score -1883845 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1883874.375000 Penalty: 4798.215820
	Iteration 76Q: 3 clusters Score -1883874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1883904.250000 Penalty: 4798.215820
	Iteration 77Q: 3 clusters Score -1883904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1883944.125000 Penalty: 4798.215820
	Iteration 78Q: 3 clusters Score -1883944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1883977.500000 Penalty: 4798.215820
	Iteration 79Q: 3 clusters Score -1883978 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1884014.625000 Penalty: 4798.215820
	Iteration 80F: 3 clusters Score -1884015 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1884039.500000 Penalty: 4798.215820
	Iteration 81Q: 3 clusters Score -1884040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1884067.000000 Penalty: 4798.215820
	Iteration 82Q: 3 clusters Score -1884067 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1884097.625000 Penalty: 4798.215820
	Iteration 83Q: 3 clusters Score -1884098 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1884125.125000 Penalty: 4798.215820
	Iteration 84Q: 3 clusters Score -1884125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1884150.500000 Penalty: 4798.215820
	Iteration 85Q: 3 clusters Score -1884150 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1884183.500000 Penalty: 4798.215820
	Iteration 86Q: 3 clusters Score -1884184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1884204.000000 Penalty: 4798.215820
	Iteration 87Q: 3 clusters Score -1884204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1884219.625000 Penalty: 4798.215820
	Iteration 88Q: 3 clusters Score -1884220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1884236.375000 Penalty: 4798.215820
	Iteration 89Q: 3 clusters Score -1884236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1884242.750000 Penalty: 4798.215820
	Iteration 90Q: 3 clusters Score -1884243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1884246.500000 Penalty: 4798.215820
	Iteration 91Q: 3 clusters Score -1884246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1884245.500000 Penalty: 4798.215820
	Iteration 92Q: 3 clusters Score -1884246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1884248.875000 Penalty: 4798.215820
	Iteration 93Q: 3 clusters Score -1884249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1884258.000000 Penalty: 4798.215820
	Iteration 94Q: 3 clusters Score -1884258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1884260.250000 Penalty: 4798.215820
	Iteration 95Q: 3 clusters Score -1884260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1884260.125000 Penalty: 4798.215820
	Iteration 96Q: 3 clusters Score -1884260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1884262.125000 Penalty: 4798.215820
	Iteration 97Q: 3 clusters Score -1884262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1884260.250000 Penalty: 4798.215820
	Iteration 98Q: 3 clusters Score -1884260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1884260.000000 Penalty: 4798.215820
	Iteration 99Q: 3 clusters Score -1884260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1884256.875000 Penalty: 4798.215820
	Iteration 100F: 3 clusters Score -1884257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1884256.375000 Penalty: 4798.215820
	Iteration 101Q: 3 clusters Score -1884256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1884258.500000 Penalty: 4798.215820
	Iteration 102Q: 3 clusters Score -1884258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1884257.250000 Penalty: 4798.215820
	Iteration 103Q: 3 clusters Score -1884257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1884253.875000 Penalty: 4798.215820
	Iteration 104Q: 3 clusters Score -1884254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1884257.375000 Penalty: 4798.215820
	Iteration 105Q: 3 clusters Score -1884257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1884257.000000 Penalty: 4798.215820
	Iteration 106Q: 3 clusters Score -1884257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1884259.625000 Penalty: 4798.215820
	Iteration 107Q: 3 clusters Score -1884260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1884259.250000 Penalty: 4798.215820
	Iteration 108Q: 3 clusters Score -1884259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1884259.125000 Penalty: 4798.215820
	Iteration 109Q: 3 clusters Score -1884259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1884259.125000 Penalty: 4798.215820
	Iteration 110F: 3 clusters Score -1884259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -258924.515625 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -258924.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -256161.968750 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -256162 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -256648.546875 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -256648.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -256805.546875 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -256805.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -256900.203125 Penalty: 3830.228516
	Iteration 3F: 3 clusters Score -256900.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -256953.265625 Penalty: 3830.228516
	Iteration 4Q: 3 clusters Score -256953.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -256983.421875 Penalty: 3830.228516
	Iteration 5Q: 3 clusters Score -256983.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -257005.734375 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -257005.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -257024.625000 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -257024.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -257042.078125 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -257042.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -257053.187500 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -257053.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -257058.281250 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -257058.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -257063.109375 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -257063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -257066.140625 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -257066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -257070.593750 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -257070.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -257074.078125 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -257074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257076.343750 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -257076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257078.671875 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -257078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257079.218750 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -257079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -257079.187500 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -257079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -257079.187500 Penalty: 3830.228516
	Iteration 19F: 3 clusters Score -257079.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Entering Unmasked Estep 
Score: -687004.062500 Penalty: 2189.430176
	Iteration 0F: 2 clusters Score -687004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -681405.375000 Penalty: 4378.860352
	Iteration 0F: 3 clusters Score -681405.4 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -683096.812500 Penalty: 4378.860352
	Iteration 1F: 3 clusters Score -683096.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -683538.687500 Penalty: 4378.860352
	Iteration 2F: 3 clusters Score -683538.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -683879.437500 Penalty: 4378.860352
	Iteration 3F: 3 clusters Score -683879.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -684141.375000 Penalty: 4378.860352
	Iteration 4F: 3 clusters Score -684141.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -684365.687500 Penalty: 4378.860352
	Iteration 5Q: 3 clusters Score -684365.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -684527.000000 Penalty: 4378.860352
	Iteration 6Q: 3 clusters Score -684527 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -684628.312500 Penalty: 4378.860352
	Iteration 7Q: 3 clusters Score -684628.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -684701.312500 Penalty: 4378.860352
	Iteration 8Q: 3 clusters Score -684701.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -684768.125000 Penalty: 4378.860352
	Iteration 9Q: 3 clusters Score -684768.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -684821.125000 Penalty: 4378.860352
	Iteration 10Q: 3 clusters Score -684821.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -684883.187500 Penalty: 4378.860352
	Iteration 11Q: 3 clusters Score -684883.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -684953.437500 Penalty: 4378.860352
	Iteration 12Q: 3 clusters Score -684953.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -685010.562500 Penalty: 4378.860352
	Iteration 13Q: 3 clusters Score -685010.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -685067.687500 Penalty: 4378.860352
	Iteration 14Q: 3 clusters Score -685067.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -685118.250000 Penalty: 4378.860352
	Iteration 15Q: 3 clusters Score -685118.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -685153.937500 Penalty: 4378.860352
	Iteration 16Q: 3 clusters Score -685153.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -685188.187500 Penalty: 4378.860352
	Iteration 17Q: 3 clusters Score -685188.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -685216.937500 Penalty: 4378.860352
	Iteration 18Q: 3 clusters Score -685216.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -685250.312500 Penalty: 4378.860352
	Iteration 19Q: 3 clusters Score -685250.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -685278.250000 Penalty: 4378.860352
	Iteration 20F: 3 clusters Score -685278.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -685293.937500 Penalty: 4378.860352
	Iteration 21Q: 3 clusters Score -685293.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -685304.812500 Penalty: 4378.860352
	Iteration 22Q: 3 clusters Score -685304.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -685313.437500 Penalty: 4378.860352
	Iteration 23Q: 3 clusters Score -685313.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -685326.500000 Penalty: 4378.860352
	Iteration 24Q: 3 clusters Score -685326.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -685333.062500 Penalty: 4378.860352
	Iteration 25Q: 3 clusters Score -685333.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -685339.250000 Penalty: 4378.860352
	Iteration 26Q: 3 clusters Score -685339.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -685345.937500 Penalty: 4378.860352
	Iteration 27Q: 3 clusters Score -685345.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -685353.500000 Penalty: 4378.860352
	Iteration 28Q: 3 clusters Score -685353.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -685359.312500 Penalty: 4378.860352
	Iteration 29Q: 3 clusters Score -685359.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -685372.000000 Penalty: 4378.860352
	Iteration 30Q: 3 clusters Score -685372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -685382.875000 Penalty: 4378.860352
	Iteration 31Q: 3 clusters Score -685382.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -685399.750000 Penalty: 4378.860352
	Iteration 32Q: 3 clusters Score -685399.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -685420.375000 Penalty: 4378.860352
	Iteration 33Q: 3 clusters Score -685420.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -685437.437500 Penalty: 4378.860352
	Iteration 34Q: 3 clusters Score -685437.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -685453.375000 Penalty: 4378.860352
	Iteration 35Q: 3 clusters Score -685453.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -685464.750000 Penalty: 4378.860352
	Iteration 36Q: 3 clusters Score -685464.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -685481.250000 Penalty: 4378.860352
	Iteration 37Q: 3 clusters Score -685481.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -685501.125000 Penalty: 4378.860352
	Iteration 38Q: 3 clusters Score -685501.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -685518.125000 Penalty: 4378.860352
	Iteration 39Q: 3 clusters Score -685518.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -685532.062500 Penalty: 4378.860352
	Iteration 40F: 3 clusters Score -685532.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -685547.250000 Penalty: 4378.860352
	Iteration 41Q: 3 clusters Score -685547.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -685561.437500 Penalty: 4378.860352
	Iteration 42Q: 3 clusters Score -685561.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -685581.187500 Penalty: 4378.860352
	Iteration 43Q: 3 clusters Score -685581.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -685602.937500 Penalty: 4378.860352
	Iteration 44Q: 3 clusters Score -685602.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -685617.312500 Penalty: 4378.860352
	Iteration 45Q: 3 clusters Score -685617.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -685622.562500 Penalty: 4378.860352
	Iteration 46Q: 3 clusters Score -685622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -685625.562500 Penalty: 4378.860352
	Iteration 47Q: 3 clusters Score -685625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -685629.250000 Penalty: 4378.860352
	Iteration 48Q: 3 clusters Score -685629.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -685633.250000 Penalty: 4378.860352
	Iteration 49Q: 3 clusters Score -685633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -685636.937500 Penalty: 4378.860352
	Iteration 50Q: 3 clusters Score -685636.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -685637.625000 Penalty: 4378.860352
	Iteration 51Q: 3 clusters Score -685637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -685639.812500 Penalty: 4378.860352
	Iteration 52Q: 3 clusters Score -685639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -685642.375000 Penalty: 4378.860352
	Iteration 53Q: 3 clusters Score -685642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -685643.000000 Penalty: 4378.860352
	Iteration 54Q: 3 clusters Score -685643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -685643.125000 Penalty: 4378.860352
	Iteration 55Q: 3 clusters Score -685643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -685643.187500 Penalty: 4378.860352
	Iteration 56Q: 3 clusters Score -685643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -685642.812500 Penalty: 4378.860352
	Iteration 57Q: 3 clusters Score -685642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -685643.250000 Penalty: 4378.860352
	Iteration 58Q: 3 clusters Score -685643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -685643.937500 Penalty: 4378.860352
	Iteration 59Q: 3 clusters Score -685643.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -685644.500000 Penalty: 4378.860352
	Iteration 60F: 3 clusters Score -685644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -685645.250000 Penalty: 4378.860352
	Iteration 61Q: 3 clusters Score -685645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -685645.250000 Penalty: 4378.860352
	Iteration 62Q: 3 clusters Score -685645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -685645.250000 Penalty: 4378.860352
	Iteration 63F: 3 clusters Score -685645.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -312453.875000 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -312453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -309435.781250 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -309435.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -310068.406250 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -310068.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -310256.000000 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -310256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -310385.937500 Penalty: 3907.376953
	Iteration 3F: 3 clusters Score -310385.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -310497.375000 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -310497.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -310600.468750 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -310600.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -310676.500000 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -310676.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -310743.062500 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -310743.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -310823.656250 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -310823.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -310892.937500 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -310892.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -310961.218750 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -310961.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -311010.843750 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -311010.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -311044.875000 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -311044.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -311086.312500 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -311086.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -311113.593750 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -311113.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -311137.125000 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -311137.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -311162.406250 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -311162.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -311185.593750 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -311185.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -311198.937500 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -311198.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -311207.687500 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -311207.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -311215.937500 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -311215.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -311223.750000 Penalty: 3907.376953
	Iteration 21Q: 3 clusters Score -311223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -311230.343750 Penalty: 3907.376953
	Iteration 22Q: 3 clusters Score -311230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -311237.250000 Penalty: 3907.376953
	Iteration 23Q: 3 clusters Score -311237.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -311246.562500 Penalty: 3907.376953
	Iteration 24Q: 3 clusters Score -311246.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -311255.343750 Penalty: 3907.376953
	Iteration 25Q: 3 clusters Score -311255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -311264.750000 Penalty: 3907.376953
	Iteration 26Q: 3 clusters Score -311264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -311269.531250 Penalty: 3907.376953
	Iteration 27Q: 3 clusters Score -311269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -311273.656250 Penalty: 3907.376953
	Iteration 28Q: 3 clusters Score -311273.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -311279.281250 Penalty: 3907.376953
	Iteration 29Q: 3 clusters Score -311279.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -311288.218750 Penalty: 3907.376953
	Iteration 30Q: 3 clusters Score -311288.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -311298.656250 Penalty: 3907.376953
	Iteration 31Q: 3 clusters Score -311298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -311304.093750 Penalty: 3907.376953
	Iteration 32Q: 3 clusters Score -311304.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -311307.437500 Penalty: 3907.376953
	Iteration 33Q: 3 clusters Score -311307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -311309.812500 Penalty: 3907.376953
	Iteration 34Q: 3 clusters Score -311309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -311309.812500 Penalty: 3907.376953
	Iteration 35F: 3 clusters Score -311309.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Entering Unmasked Estep 
Score: -4102502.250000 Penalty: 2600.717529
	Iteration 0F: 2 clusters Score -4102502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -4078075.500000 Penalty: 5201.435059
	Iteration 0F: 3 clusters Score -4078076 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -4086879.250000 Penalty: 5201.435059
	Iteration 1F: 3 clusters Score -4086879 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -4087476.000000 Penalty: 5201.435059
	Iteration 2Q: 3 clusters Score -4087476 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -4088069.500000 Penalty: 5201.435059
	Iteration 3Q: 3 clusters Score -4088070 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4088951.500000 Penalty: 5201.435059
	Iteration 4Q: 3 clusters Score -4088952 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -4090203.500000 Penalty: 5201.435059
	Iteration 5F: 3 clusters Score -4090204 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4091827.000000 Penalty: 5201.435059
	Iteration 6F: 3 clusters Score -4091827 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4093545 nChanged 2240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4098367 nChanged 766
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Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4099618 nChanged 209
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Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4099791 nChanged 180
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Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4099968 nChanged 153
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Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4100024 nChanged 101
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Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4100047 nChanged 100
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Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4100067 nChanged 110
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Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4100088 nChanged 110
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Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4100124 nChanged 103
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Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4100145 nChanged 98
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Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4100236 nChanged 73
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Mstep: Class 1 contains 32719 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32779 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4100270 nChanged 55
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Mstep: Class 1 contains 32830 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4100268 nChanged 51
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Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32931 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4100284 nChanged 46
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Mstep: Class 1 contains 32977 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4100300 nChanged 38
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Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4100312 nChanged 36
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Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4100308 nChanged 38
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Mstep: Class 1 contains 33089 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4100312 nChanged 31
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Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4100312 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4100320.000000 Penalty: 5201.435059
	Iteration 48Q: 3 clusters Score -4100320 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4100328.250000 Penalty: 5201.435059
	Iteration 49Q: 3 clusters Score -4100328 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4100340.250000 Penalty: 5201.435059
	Iteration 50Q: 3 clusters Score -4100340 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33214 members 
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Entering Unmasked Estep 
Score: -4100336.750000 Penalty: 5201.435059
	Iteration 51Q: 3 clusters Score -4100337 nChanged 26
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Mstep: Class 1 contains 33238 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4100343 nChanged 36
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Mstep: Class 1 contains 33274 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4100350 nChanged 28
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Mstep: Class 1 contains 33300 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4100360 nChanged 21
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Mstep: Class 1 contains 33321 members 
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Entering Unmasked Estep 
Score: -4100362.500000 Penalty: 5201.435059
	Iteration 55Q: 3 clusters Score -4100362 nChanged 19
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Mstep: Class 1 contains 33340 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4100369 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33354 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4100372 nChanged 18
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Mstep: Class 1 contains 33370 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4100372 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33388 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4100384 nChanged 20
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Mstep: Class 1 contains 33408 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4100388 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33425 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4100388 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33435 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4100389 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33449 members 
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Entering Unmasked Estep 
Score: -4100393.500000 Penalty: 5201.435059
	Iteration 63Q: 3 clusters Score -4100394 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33464 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4100393 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33481 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4100397 nChanged 15
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Mstep: Class 1 contains 33494 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4100390 nChanged 11
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	Iteration 67Q: 3 clusters Score -4100391 nChanged 6
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4100392 nChanged 5
Entering Unmasked Mstep 
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	Iteration 69Q: 3 clusters Score -4100399 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33518 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4100406 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33531 members 
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	Iteration 71Q: 3 clusters Score -4100410 nChanged 18
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Score: -4100401.000000 Penalty: 5201.435059
	Iteration 72Q: 3 clusters Score -4100401 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4100403.500000 Penalty: 5201.435059
	Iteration 73Q: 3 clusters Score -4100404 nChanged 15
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Mstep: Class 1 contains 33583 members 
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	Iteration 74Q: 3 clusters Score -4100404 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33595 members 
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	Iteration 75Q: 3 clusters Score -4100407 nChanged 13
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	Iteration 76Q: 3 clusters Score -4100408 nChanged 12
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Score: -4100412.750000 Penalty: 5201.435059
	Iteration 77Q: 3 clusters Score -4100413 nChanged 15
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4100413 nChanged 17
Entering Unmasked Mstep 
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Score: -4100418.250000 Penalty: 5201.435059
	Iteration 79Q: 3 clusters Score -4100418 nChanged 12
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Score: -4100416.000000 Penalty: 5201.435059
	Iteration 80F: 3 clusters Score -4100416 nChanged 14
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4100419 nChanged 18
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	Iteration 82Q: 3 clusters Score -4100428 nChanged 16
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	Iteration 83Q: 3 clusters Score -4100434 nChanged 7
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	Iteration 84Q: 3 clusters Score -4100429 nChanged 9
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	Iteration 85Q: 3 clusters Score -4100438 nChanged 10
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	Iteration 86Q: 3 clusters Score -4100433 nChanged 12
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	Iteration 87Q: 3 clusters Score -4100431 nChanged 8
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	Iteration 88Q: 3 clusters Score -4100435 nChanged 11
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4100440 nChanged 14
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	Iteration 90Q: 3 clusters Score -4100439 nChanged 15
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Entering Unmasked Estep 
Score: -4100443.250000 Penalty: 5201.435059
	Iteration 91Q: 3 clusters Score -4100443 nChanged 17
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	Iteration 92Q: 3 clusters Score -4100444 nChanged 12
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Entering Unmasked Estep 
Score: -4100446.250000 Penalty: 5201.435059
	Iteration 93Q: 3 clusters Score -4100446 nChanged 15
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Mstep: Class 1 contains 33818 members 
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Entering Unmasked Estep 
Score: -4100456.500000 Penalty: 5201.435059
	Iteration 94Q: 3 clusters Score -4100456 nChanged 8
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Entering Unmasked Estep 
Score: -4100452.250000 Penalty: 5201.435059
	Iteration 95Q: 3 clusters Score -4100452 nChanged 6
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Entering Unmasked Estep 
Score: -4100451.250000 Penalty: 5201.435059
	Iteration 96Q: 3 clusters Score -4100451 nChanged 5
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4100461 nChanged 12
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4100464 nChanged 13
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4100462 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4100461.500000 Penalty: 5201.435059
	Iteration 100F: 3 clusters Score -4100462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4100462.250000 Penalty: 5201.435059
	Iteration 101Q: 3 clusters Score -4100462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4100460.750000 Penalty: 5201.435059
	Iteration 102Q: 3 clusters Score -4100461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4100463.750000 Penalty: 5201.435059
	Iteration 103Q: 3 clusters Score -4100464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4100460.000000 Penalty: 5201.435059
	Iteration 104Q: 3 clusters Score -4100460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4100464.500000 Penalty: 5201.435059
	Iteration 105Q: 3 clusters Score -4100464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4100466.500000 Penalty: 5201.435059
	Iteration 106Q: 3 clusters Score -4100466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4100464.250000 Penalty: 5201.435059
	Iteration 107Q: 3 clusters Score -4100464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4100465.500000 Penalty: 5201.435059
	Iteration 108Q: 3 clusters Score -4100466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4100464.500000 Penalty: 5201.435059
	Iteration 109Q: 3 clusters Score -4100464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4100461.750000 Penalty: 5201.435059
	Iteration 110Q: 3 clusters Score -4100462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4100461.750000 Penalty: 5201.435059
	Iteration 111F: 3 clusters Score -4100462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -234119.968750 Penalty: 1885.023804
	Iteration 0F: 2 clusters Score -234120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -231453.562500 Penalty: 3770.047607
	Iteration 0F: 3 clusters Score -231453.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -231953.578125 Penalty: 3770.047607
	Iteration 1F: 3 clusters Score -231953.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -232057.859375 Penalty: 3770.047607
	Iteration 2F: 3 clusters Score -232057.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -232116.859375 Penalty: 3770.047607
	Iteration 3Q: 3 clusters Score -232116.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -232154.125000 Penalty: 3770.047607
	Iteration 4Q: 3 clusters Score -232154.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -232181.468750 Penalty: 3770.047607
	Iteration 5Q: 3 clusters Score -232181.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -232195.687500 Penalty: 3770.047607
	Iteration 6Q: 3 clusters Score -232195.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232212.265625 Penalty: 3770.047607
	Iteration 7Q: 3 clusters Score -232212.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232226.671875 Penalty: 3770.047607
	Iteration 8Q: 3 clusters Score -232226.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232241.750000 Penalty: 3770.047607
	Iteration 9Q: 3 clusters Score -232241.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232250.593750 Penalty: 3770.047607
	Iteration 10Q: 3 clusters Score -232250.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232263.390625 Penalty: 3770.047607
	Iteration 11Q: 3 clusters Score -232263.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -232278.531250 Penalty: 3770.047607
	Iteration 12Q: 3 clusters Score -232278.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -232295.609375 Penalty: 3770.047607
	Iteration 13Q: 3 clusters Score -232295.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232303.000000 Penalty: 3770.047607
	Iteration 14Q: 3 clusters Score -232303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232307.343750 Penalty: 3770.047607
	Iteration 15Q: 3 clusters Score -232307.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232311.015625 Penalty: 3770.047607
	Iteration 16Q: 3 clusters Score -232311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -232314.093750 Penalty: 3770.047607
	Iteration 17Q: 3 clusters Score -232314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -232314.812500 Penalty: 3770.047607
	Iteration 18Q: 3 clusters Score -232314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -232316.125000 Penalty: 3770.047607
	Iteration 19Q: 3 clusters Score -232316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -232318.437500 Penalty: 3770.047607
	Iteration 20F: 3 clusters Score -232318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232322.656250 Penalty: 3770.047607
	Iteration 21Q: 3 clusters Score -232322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232325.984375 Penalty: 3770.047607
	Iteration 22Q: 3 clusters Score -232326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -232328.281250 Penalty: 3770.047607
	Iteration 23Q: 3 clusters Score -232328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -232329.750000 Penalty: 3770.047607
	Iteration 24Q: 3 clusters Score -232329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232332.359375 Penalty: 3770.047607
	Iteration 25Q: 3 clusters Score -232332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232334.000000 Penalty: 3770.047607
	Iteration 26Q: 3 clusters Score -232334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -232335.812500 Penalty: 3770.047607
	Iteration 27Q: 3 clusters Score -232335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -232339.031250 Penalty: 3770.047607
	Iteration 28Q: 3 clusters Score -232339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -232341.390625 Penalty: 3770.047607
	Iteration 29Q: 3 clusters Score -232341.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -232346.984375 Penalty: 3770.047607
	Iteration 30Q: 3 clusters Score -232347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232350.937500 Penalty: 3770.047607
	Iteration 31Q: 3 clusters Score -232350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -232357.437500 Penalty: 3770.047607
	Iteration 32Q: 3 clusters Score -232357.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -232365.578125 Penalty: 3770.047607
	Iteration 33Q: 3 clusters Score -232365.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -232373.765625 Penalty: 3770.047607
	Iteration 34Q: 3 clusters Score -232373.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -232380.015625 Penalty: 3770.047607
	Iteration 35Q: 3 clusters Score -232380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -232385.781250 Penalty: 3770.047607
	Iteration 36Q: 3 clusters Score -232385.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -232390.906250 Penalty: 3770.047607
	Iteration 37Q: 3 clusters Score -232390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -232392.625000 Penalty: 3770.047607
	Iteration 38Q: 3 clusters Score -232392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -232393.500000 Penalty: 3770.047607
	Iteration 39Q: 3 clusters Score -232393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -232393.937500 Penalty: 3770.047607
	Iteration 40F: 3 clusters Score -232393.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Entering Unmasked Estep 
Score: -2880014.500000 Penalty: 2504.881348
	Iteration 0F: 2 clusters Score -2880014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2863114.500000 Penalty: 5009.762695
	Iteration 0F: 3 clusters Score -2863114 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2868967.750000 Penalty: 5009.762695
	Iteration 1F: 3 clusters Score -2868968 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2869608.750000 Penalty: 5009.762695
	Iteration 2F: 3 clusters Score -2869609 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2870352.000000 Penalty: 5009.762695
	Iteration 3F: 3 clusters Score -2870352 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2871246.750000 Penalty: 5009.762695
	Iteration 4F: 3 clusters Score -2871247 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2872297.250000 Penalty: 5009.762695
	Iteration 5F: 3 clusters Score -2872297 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2873344.000000 Penalty: 5009.762695
	Iteration 6F: 3 clusters Score -2873344 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2874333.750000 Penalty: 5009.762695
	Iteration 7F: 3 clusters Score -2874334 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2875244.250000 Penalty: 5009.762695
	Iteration 8F: 3 clusters Score -2875244 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2876089.750000 Penalty: 5009.762695
	Iteration 9Q: 3 clusters Score -2876090 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2876804.750000 Penalty: 5009.762695
	Iteration 10Q: 3 clusters Score -2876805 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2877339.250000 Penalty: 5009.762695
	Iteration 11Q: 3 clusters Score -2877339 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2877721.750000 Penalty: 5009.762695
	Iteration 12Q: 3 clusters Score -2877722 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2877933.750000 Penalty: 5009.762695
	Iteration 13Q: 3 clusters Score -2877934 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2878089.750000 Penalty: 5009.762695
	Iteration 14Q: 3 clusters Score -2878090 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2878185.000000 Penalty: 5009.762695
	Iteration 15Q: 3 clusters Score -2878185 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2878250.750000 Penalty: 5009.762695
	Iteration 16Q: 3 clusters Score -2878251 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2878294.000000 Penalty: 5009.762695
	Iteration 17Q: 3 clusters Score -2878294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2878317.500000 Penalty: 5009.762695
	Iteration 18Q: 3 clusters Score -2878318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2878336.500000 Penalty: 5009.762695
	Iteration 19Q: 3 clusters Score -2878336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2878356.250000 Penalty: 5009.762695
	Iteration 20F: 3 clusters Score -2878356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2878370.250000 Penalty: 5009.762695
	Iteration 21Q: 3 clusters Score -2878370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2878382.750000 Penalty: 5009.762695
	Iteration 22Q: 3 clusters Score -2878383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2878391.000000 Penalty: 5009.762695
	Iteration 23Q: 3 clusters Score -2878391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -2878405.750000 Penalty: 5009.762695
	Iteration 24Q: 3 clusters Score -2878406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2878411.000000 Penalty: 5009.762695
	Iteration 25Q: 3 clusters Score -2878411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2878418.500000 Penalty: 5009.762695
	Iteration 26Q: 3 clusters Score -2878418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2878424.750000 Penalty: 5009.762695
	Iteration 27Q: 3 clusters Score -2878425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2878426.250000 Penalty: 5009.762695
	Iteration 28Q: 3 clusters Score -2878426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2878428.250000 Penalty: 5009.762695
	Iteration 29Q: 3 clusters Score -2878428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2878428.000000 Penalty: 5009.762695
	Iteration 30Q: 3 clusters Score -2878428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2878433.750000 Penalty: 5009.762695
	Iteration 31Q: 3 clusters Score -2878434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2878436.500000 Penalty: 5009.762695
	Iteration 32Q: 3 clusters Score -2878436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2878440.750000 Penalty: 5009.762695
	Iteration 33Q: 3 clusters Score -2878441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2878448.750000 Penalty: 5009.762695
	Iteration 34Q: 3 clusters Score -2878449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -2878449.500000 Penalty: 5009.762695
	Iteration 35Q: 3 clusters Score -2878450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2878453.000000 Penalty: 5009.762695
	Iteration 36Q: 3 clusters Score -2878453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2878453.250000 Penalty: 5009.762695
	Iteration 37Q: 3 clusters Score -2878453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2878454.750000 Penalty: 5009.762695
	Iteration 38Q: 3 clusters Score -2878455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2878451.750000 Penalty: 5009.762695
	Iteration 39Q: 3 clusters Score -2878452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2878457.250000 Penalty: 5009.762695
	Iteration 40F: 3 clusters Score -2878457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2878454.750000 Penalty: 5009.762695
	Iteration 41Q: 3 clusters Score -2878455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2878455.500000 Penalty: 5009.762695
	Iteration 42Q: 3 clusters Score -2878456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2878460.750000 Penalty: 5009.762695
	Iteration 43Q: 3 clusters Score -2878461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2878464.250000 Penalty: 5009.762695
	Iteration 44Q: 3 clusters Score -2878464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2878464.500000 Penalty: 5009.762695
	Iteration 45Q: 3 clusters Score -2878464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2878464.500000 Penalty: 5009.762695
	Iteration 46Q: 3 clusters Score -2878464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2878463.500000 Penalty: 5009.762695
	Iteration 47Q: 3 clusters Score -2878464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2878473.500000 Penalty: 5009.762695
	Iteration 48Q: 3 clusters Score -2878474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2878471.750000 Penalty: 5009.762695
	Iteration 49Q: 3 clusters Score -2878472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2878471.750000 Penalty: 5009.762695
	Iteration 50F: 3 clusters Score -2878472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Entering Unmasked Estep 
Score: -1146228.000000 Penalty: 2280.138916
	Iteration 0F: 2 clusters Score -1146228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1138689.375000 Penalty: 4560.277832
	Iteration 0F: 3 clusters Score -1138689 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1140839.875000 Penalty: 4560.277832
	Iteration 1F: 3 clusters Score -1140840 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1141166.125000 Penalty: 4560.277832
	Iteration 2F: 3 clusters Score -1141166 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1141439.000000 Penalty: 4560.277832
	Iteration 3F: 3 clusters Score -1141439 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1141687.625000 Penalty: 4560.277832
	Iteration 4Q: 3 clusters Score -1141688 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1141931.625000 Penalty: 4560.277832
	Iteration 5Q: 3 clusters Score -1141932 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1142197.875000 Penalty: 4560.277832
	Iteration 6Q: 3 clusters Score -1142198 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1142495.250000 Penalty: 4560.277832
	Iteration 7Q: 3 clusters Score -1142495 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1142867.500000 Penalty: 4560.277832
	Iteration 8Q: 3 clusters Score -1142868 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1143279.750000 Penalty: 4560.277832
	Iteration 9Q: 3 clusters Score -1143280 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1143660.125000 Penalty: 4560.277832
	Iteration 10Q: 3 clusters Score -1143660 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1143909.625000 Penalty: 4560.277832
	Iteration 11Q: 3 clusters Score -1143910 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1144036.250000 Penalty: 4560.277832
	Iteration 12Q: 3 clusters Score -1144036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1144117.125000 Penalty: 4560.277832
	Iteration 13Q: 3 clusters Score -1144117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1144164.750000 Penalty: 4560.277832
	Iteration 14Q: 3 clusters Score -1144165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1144191.500000 Penalty: 4560.277832
	Iteration 15Q: 3 clusters Score -1144192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1144204.250000 Penalty: 4560.277832
	Iteration 16Q: 3 clusters Score -1144204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1144214.125000 Penalty: 4560.277832
	Iteration 17Q: 3 clusters Score -1144214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1144223.125000 Penalty: 4560.277832
	Iteration 18Q: 3 clusters Score -1144223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1144233.375000 Penalty: 4560.277832
	Iteration 19Q: 3 clusters Score -1144233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1144237.750000 Penalty: 4560.277832
	Iteration 20F: 3 clusters Score -1144238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1144239.500000 Penalty: 4560.277832
	Iteration 21Q: 3 clusters Score -1144240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1144239.500000 Penalty: 4560.277832
	Iteration 22Q: 3 clusters Score -1144240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1144239.500000 Penalty: 4560.277832
	Iteration 23F: 3 clusters Score -1144240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Entering Unmasked Estep 
Score: -5294403.000000 Penalty: 2679.697754
	Iteration 0F: 2 clusters Score -5294403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -5261343.000000 Penalty: 5359.395508
	Iteration 0F: 3 clusters Score -5261343 nChanged 22597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -5273940.500000 Penalty: 5359.395508
	Iteration 1F: 3 clusters Score -5273940 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -5275145.000000 Penalty: 5359.395508
	Iteration 2F: 3 clusters Score -5275145 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -5277044.500000 Penalty: 5359.395508
	Iteration 3F: 3 clusters Score -5277044 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -5279485.000000 Penalty: 5359.395508
	Iteration 4F: 3 clusters Score -5279485 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -5281925.000000 Penalty: 5359.395508
	Iteration 5F: 3 clusters Score -5281925 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -5283990.000000 Penalty: 5359.395508
	Iteration 6F: 3 clusters Score -5283990 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -5285395.500000 Penalty: 5359.395508
	Iteration 7F: 3 clusters Score -5285396 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -5286357.500000 Penalty: 5359.395508
	Iteration 8Q: 3 clusters Score -5286358 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -5287163.000000 Penalty: 5359.395508
	Iteration 9Q: 3 clusters Score -5287163 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -5287856.000000 Penalty: 5359.395508
	Iteration 10Q: 3 clusters Score -5287856 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5288517.500000 Penalty: 5359.395508
	Iteration 11Q: 3 clusters Score -5288518 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5289238.500000 Penalty: 5359.395508
	Iteration 12Q: 3 clusters Score -5289238 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5289899.000000 Penalty: 5359.395508
	Iteration 13Q: 3 clusters Score -5289899 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -5290464.000000 Penalty: 5359.395508
	Iteration 14Q: 3 clusters Score -5290464 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -5290867.000000 Penalty: 5359.395508
	Iteration 15Q: 3 clusters Score -5290867 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -5291202.500000 Penalty: 5359.395508
	Iteration 16Q: 3 clusters Score -5291202 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -5291463.500000 Penalty: 5359.395508
	Iteration 17Q: 3 clusters Score -5291464 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -5291645.500000 Penalty: 5359.395508
	Iteration 18Q: 3 clusters Score -5291646 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -5291844.000000 Penalty: 5359.395508
	Iteration 19Q: 3 clusters Score -5291844 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -5292005.000000 Penalty: 5359.395508
	Iteration 20F: 3 clusters Score -5292005 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -5292150.500000 Penalty: 5359.395508
	Iteration 21Q: 3 clusters Score -5292150 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -5292244.000000 Penalty: 5359.395508
	Iteration 22Q: 3 clusters Score -5292244 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -5292335.000000 Penalty: 5359.395508
	Iteration 23Q: 3 clusters Score -5292335 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -5292418.000000 Penalty: 5359.395508
	Iteration 24Q: 3 clusters Score -5292418 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -5292471.000000 Penalty: 5359.395508
	Iteration 25Q: 3 clusters Score -5292471 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -5292493.000000 Penalty: 5359.395508
	Iteration 26Q: 3 clusters Score -5292493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -5292535.000000 Penalty: 5359.395508
	Iteration 27Q: 3 clusters Score -5292535 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -5292565.500000 Penalty: 5359.395508
	Iteration 28Q: 3 clusters Score -5292566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -5292597.500000 Penalty: 5359.395508
	Iteration 29Q: 3 clusters Score -5292598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -5292619.500000 Penalty: 5359.395508
	Iteration 30Q: 3 clusters Score -5292620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -5292653.000000 Penalty: 5359.395508
	Iteration 31Q: 3 clusters Score -5292653 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -5292659.500000 Penalty: 5359.395508
	Iteration 32Q: 3 clusters Score -5292660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -5292678.000000 Penalty: 5359.395508
	Iteration 33Q: 3 clusters Score -5292678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -5292686.500000 Penalty: 5359.395508
	Iteration 34Q: 3 clusters Score -5292686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -5292734.000000 Penalty: 5359.395508
	Iteration 35Q: 3 clusters Score -5292734 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -5292763.000000 Penalty: 5359.395508
	Iteration 36Q: 3 clusters Score -5292763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -5292767.000000 Penalty: 5359.395508
	Iteration 37Q: 3 clusters Score -5292767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -5292768.500000 Penalty: 5359.395508
	Iteration 38Q: 3 clusters Score -5292768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -5292775.000000 Penalty: 5359.395508
	Iteration 39Q: 3 clusters Score -5292775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -5292771.500000 Penalty: 5359.395508
	Iteration 40F: 3 clusters Score -5292772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -5292785.000000 Penalty: 5359.395508
	Iteration 41Q: 3 clusters Score -5292785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -5292793.000000 Penalty: 5359.395508
	Iteration 42Q: 3 clusters Score -5292793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -5292799.000000 Penalty: 5359.395508
	Iteration 43Q: 3 clusters Score -5292799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -5292804.500000 Penalty: 5359.395508
	Iteration 44Q: 3 clusters Score -5292804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -5292808.000000 Penalty: 5359.395508
	Iteration 45Q: 3 clusters Score -5292808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -5292808.000000 Penalty: 5359.395508
	Iteration 46Q: 3 clusters Score -5292808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -5292807.000000 Penalty: 5359.395508
	Iteration 47Q: 3 clusters Score -5292807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -5292812.500000 Penalty: 5359.395508
	Iteration 48Q: 3 clusters Score -5292812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -5292821.000000 Penalty: 5359.395508
	Iteration 49Q: 3 clusters Score -5292821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -5292823.000000 Penalty: 5359.395508
	Iteration 50Q: 3 clusters Score -5292823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5292820.000000 Penalty: 5359.395508
	Iteration 51Q: 3 clusters Score -5292820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5292820.000000 Penalty: 5359.395508
	Iteration 52F: 3 clusters Score -5292820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -407169.750000 Penalty: 2029.205322
	Iteration 0F: 2 clusters Score -407169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -403544.156250 Penalty: 4058.410645
	Iteration 0F: 3 clusters Score -403544.2 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -404293.218750 Penalty: 4058.410645
	Iteration 1F: 3 clusters Score -404293.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -404486.937500 Penalty: 4058.410645
	Iteration 2F: 3 clusters Score -404486.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -404611.656250 Penalty: 4058.410645
	Iteration 3F: 3 clusters Score -404611.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -404722.937500 Penalty: 4058.410645
	Iteration 4Q: 3 clusters Score -404722.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -404828.343750 Penalty: 4058.410645
	Iteration 5Q: 3 clusters Score -404828.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -404961.843750 Penalty: 4058.410645
	Iteration 6Q: 3 clusters Score -404961.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -405090.906250 Penalty: 4058.410645
	Iteration 7Q: 3 clusters Score -405090.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -405233.281250 Penalty: 4058.410645
	Iteration 8Q: 3 clusters Score -405233.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -405355.562500 Penalty: 4058.410645
	Iteration 9Q: 3 clusters Score -405355.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -405481.593750 Penalty: 4058.410645
	Iteration 10Q: 3 clusters Score -405481.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -405598.281250 Penalty: 4058.410645
	Iteration 11Q: 3 clusters Score -405598.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -405681.156250 Penalty: 4058.410645
	Iteration 12Q: 3 clusters Score -405681.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -405737.218750 Penalty: 4058.410645
	Iteration 13Q: 3 clusters Score -405737.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -405772.437500 Penalty: 4058.410645
	Iteration 14Q: 3 clusters Score -405772.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -405800.593750 Penalty: 4058.410645
	Iteration 15Q: 3 clusters Score -405800.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -405820.937500 Penalty: 4058.410645
	Iteration 16Q: 3 clusters Score -405820.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -405842.125000 Penalty: 4058.410645
	Iteration 17Q: 3 clusters Score -405842.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -405859.093750 Penalty: 4058.410645
	Iteration 18Q: 3 clusters Score -405859.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -405875.687500 Penalty: 4058.410645
	Iteration 19Q: 3 clusters Score -405875.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -405889.437500 Penalty: 4058.410645
	Iteration 20F: 3 clusters Score -405889.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -405897.750000 Penalty: 4058.410645
	Iteration 21Q: 3 clusters Score -405897.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -405902.906250 Penalty: 4058.410645
	Iteration 22Q: 3 clusters Score -405902.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -405909.687500 Penalty: 4058.410645
	Iteration 23Q: 3 clusters Score -405909.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -405917.187500 Penalty: 4058.410645
	Iteration 24Q: 3 clusters Score -405917.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -405924.031250 Penalty: 4058.410645
	Iteration 25Q: 3 clusters Score -405924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -405929.000000 Penalty: 4058.410645
	Iteration 26Q: 3 clusters Score -405929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -405932.156250 Penalty: 4058.410645
	Iteration 27Q: 3 clusters Score -405932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -405937.062500 Penalty: 4058.410645
	Iteration 28Q: 3 clusters Score -405937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -405941.156250 Penalty: 4058.410645
	Iteration 29Q: 3 clusters Score -405941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -405945.468750 Penalty: 4058.410645
	Iteration 30Q: 3 clusters Score -405945.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -405950.937500 Penalty: 4058.410645
	Iteration 31Q: 3 clusters Score -405950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -405956.500000 Penalty: 4058.410645
	Iteration 32Q: 3 clusters Score -405956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -405959.968750 Penalty: 4058.410645
	Iteration 33Q: 3 clusters Score -405960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -405963.562500 Penalty: 4058.410645
	Iteration 34Q: 3 clusters Score -405963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -405966.093750 Penalty: 4058.410645
	Iteration 35Q: 3 clusters Score -405966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -405967.968750 Penalty: 4058.410645
	Iteration 36Q: 3 clusters Score -405968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -405970.656250 Penalty: 4058.410645
	Iteration 37Q: 3 clusters Score -405970.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -405972.968750 Penalty: 4058.410645
	Iteration 38Q: 3 clusters Score -405973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -405975.406250 Penalty: 4058.410645
	Iteration 39Q: 3 clusters Score -405975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -405975.625000 Penalty: 4058.410645
	Iteration 40F: 3 clusters Score -405975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -405976.156250 Penalty: 4058.410645
	Iteration 41Q: 3 clusters Score -405976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -405976.156250 Penalty: 4058.410645
	Iteration 42F: 3 clusters Score -405976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Entering Unmasked Estep 
Score: -3131241.000000 Penalty: 2532.985840
	Iteration 0F: 2 clusters Score -3131241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3112481.250000 Penalty: 5065.971680
	Iteration 0F: 3 clusters Score -3112481 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3119362.500000 Penalty: 5065.971680
	Iteration 1F: 3 clusters Score -3119362 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3120106.750000 Penalty: 5065.971680
	Iteration 2F: 3 clusters Score -3120107 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3120808.500000 Penalty: 5065.971680
	Iteration 3F: 3 clusters Score -3120808 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3121448.000000 Penalty: 5065.971680
	Iteration 4F: 3 clusters Score -3121448 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3122072.500000 Penalty: 5065.971680
	Iteration 5Q: 3 clusters Score -3122072 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3122759.500000 Penalty: 5065.971680
	Iteration 6Q: 3 clusters Score -3122760 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3123497.250000 Penalty: 5065.971680
	Iteration 7Q: 3 clusters Score -3123497 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3124389.750000 Penalty: 5065.971680
	Iteration 8Q: 3 clusters Score -3124390 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3125438.500000 Penalty: 5065.971680
	Iteration 9Q: 3 clusters Score -3125438 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3126560.250000 Penalty: 5065.971680
	Iteration 10Q: 3 clusters Score -3126560 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3127455.250000 Penalty: 5065.971680
	Iteration 11Q: 3 clusters Score -3127455 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3128082.500000 Penalty: 5065.971680
	Iteration 12Q: 3 clusters Score -3128082 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3128490.000000 Penalty: 5065.971680
	Iteration 13Q: 3 clusters Score -3128490 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3128801.000000 Penalty: 5065.971680
	Iteration 14Q: 3 clusters Score -3128801 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3129016.250000 Penalty: 5065.971680
	Iteration 15Q: 3 clusters Score -3129016 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3129183.000000 Penalty: 5065.971680
	Iteration 16Q: 3 clusters Score -3129183 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3129318.250000 Penalty: 5065.971680
	Iteration 17Q: 3 clusters Score -3129318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3129435.500000 Penalty: 5065.971680
	Iteration 18Q: 3 clusters Score -3129436 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3129528.000000 Penalty: 5065.971680
	Iteration 19Q: 3 clusters Score -3129528 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3129602.750000 Penalty: 5065.971680
	Iteration 20F: 3 clusters Score -3129603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3129680.750000 Penalty: 5065.971680
	Iteration 21Q: 3 clusters Score -3129681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3129745.000000 Penalty: 5065.971680
	Iteration 22Q: 3 clusters Score -3129745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3129818.000000 Penalty: 5065.971680
	Iteration 23Q: 3 clusters Score -3129818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3129863.250000 Penalty: 5065.971680
	Iteration 24Q: 3 clusters Score -3129863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3129898.000000 Penalty: 5065.971680
	Iteration 25Q: 3 clusters Score -3129898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3129919.500000 Penalty: 5065.971680
	Iteration 26Q: 3 clusters Score -3129920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3129937.500000 Penalty: 5065.971680
	Iteration 27Q: 3 clusters Score -3129938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3129946.250000 Penalty: 5065.971680
	Iteration 28Q: 3 clusters Score -3129946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3129958.250000 Penalty: 5065.971680
	Iteration 29Q: 3 clusters Score -3129958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3129965.250000 Penalty: 5065.971680
	Iteration 30Q: 3 clusters Score -3129965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3129967.250000 Penalty: 5065.971680
	Iteration 31Q: 3 clusters Score -3129967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3129970.500000 Penalty: 5065.971680
	Iteration 32Q: 3 clusters Score -3129970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3129970.500000 Penalty: 5065.971680
	Iteration 33F: 3 clusters Score -3129970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -1254485.625000 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -1254486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1246210.125000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1246210 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1248771.625000 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1248772 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1249147.125000 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1249147 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1249554.750000 Penalty: 4607.373047
	Iteration 3F: 3 clusters Score -1249555 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1249999.500000 Penalty: 4607.373047
	Iteration 4F: 3 clusters Score -1250000 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1250444.500000 Penalty: 4607.373047
	Iteration 5F: 3 clusters Score -1250444 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1250802.250000 Penalty: 4607.373047
	Iteration 6Q: 3 clusters Score -1250802 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1251113.875000 Penalty: 4607.373047
	Iteration 7Q: 3 clusters Score -1251114 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1251388.375000 Penalty: 4607.373047
	Iteration 8Q: 3 clusters Score -1251388 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1251620.375000 Penalty: 4607.373047
	Iteration 9Q: 3 clusters Score -1251620 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1251816.750000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -1251817 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1251974.250000 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -1251974 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1252088.875000 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -1252089 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1252173.750000 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -1252174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1252242.875000 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -1252243 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1252282.500000 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -1252282 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1252317.500000 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -1252318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1252345.250000 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -1252345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1252361.375000 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -1252361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1252373.875000 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -1252374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1252381.750000 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -1252382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1252396.625000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -1252397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1252403.375000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -1252403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1252411.250000 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -1252411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1252417.500000 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -1252418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1252421.875000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -1252422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1252427.000000 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -1252427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1252435.250000 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -1252435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1252442.000000 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -1252442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1252456.000000 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -1252456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1252460.375000 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -1252460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1252467.625000 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -1252468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1252480.000000 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -1252480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1252484.000000 Penalty: 4607.373047
	Iteration 33Q: 3 clusters Score -1252484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1252486.375000 Penalty: 4607.373047
	Iteration 34Q: 3 clusters Score -1252486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1252492.250000 Penalty: 4607.373047
	Iteration 35Q: 3 clusters Score -1252492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1252501.125000 Penalty: 4607.373047
	Iteration 36Q: 3 clusters Score -1252501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1252506.625000 Penalty: 4607.373047
	Iteration 37Q: 3 clusters Score -1252507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1252518.625000 Penalty: 4607.373047
	Iteration 38Q: 3 clusters Score -1252519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1252524.500000 Penalty: 4607.373047
	Iteration 39Q: 3 clusters Score -1252524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1252529.750000 Penalty: 4607.373047
	Iteration 40F: 3 clusters Score -1252530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1252533.875000 Penalty: 4607.373047
	Iteration 41Q: 3 clusters Score -1252534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1252534.000000 Penalty: 4607.373047
	Iteration 42Q: 3 clusters Score -1252534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1252536.250000 Penalty: 4607.373047
	Iteration 43Q: 3 clusters Score -1252536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1252538.875000 Penalty: 4607.373047
	Iteration 44Q: 3 clusters Score -1252539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1252536.625000 Penalty: 4607.373047
	Iteration 45Q: 3 clusters Score -1252537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1252537.875000 Penalty: 4607.373047
	Iteration 46Q: 3 clusters Score -1252538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1252538.125000 Penalty: 4607.373047
	Iteration 47Q: 3 clusters Score -1252538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1252538.125000 Penalty: 4607.373047
	Iteration 48F: 3 clusters Score -1252538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -769347.562500 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -769347.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -763910.187500 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -763910.2 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -765199.687500 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -765199.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -765455.687500 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -765455.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -765653.437500 Penalty: 4349.752930
	Iteration 3F: 3 clusters Score -765653.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -765826.062500 Penalty: 4349.752930
	Iteration 4Q: 3 clusters Score -765826.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -765966.437500 Penalty: 4349.752930
	Iteration 5Q: 3 clusters Score -765966.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -766116.250000 Penalty: 4349.752930
	Iteration 6Q: 3 clusters Score -766116.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -766296.375000 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -766296.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -766481.062500 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -766481.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -766660.687500 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -766660.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -766820.812500 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -766820.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -766958.875000 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -766958.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -767065.625000 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -767065.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -767136.375000 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -767136.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -767190.000000 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -767190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -767234.750000 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -767234.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -767278.937500 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -767278.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -767325.000000 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -767325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -767347.937500 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -767347.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -767364.375000 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -767364.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -767385.437500 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -767385.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -767409.625000 Penalty: 4349.752930
	Iteration 21Q: 3 clusters Score -767409.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -767430.125000 Penalty: 4349.752930
	Iteration 22Q: 3 clusters Score -767430.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -767443.375000 Penalty: 4349.752930
	Iteration 23Q: 3 clusters Score -767443.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -767452.062500 Penalty: 4349.752930
	Iteration 24Q: 3 clusters Score -767452.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -767454.562500 Penalty: 4349.752930
	Iteration 25Q: 3 clusters Score -767454.6 nChanged 5
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: -767456.812500 Penalty: 4349.752930
	Iteration 26Q: 3 clusters Score -767456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -767459.250000 Penalty: 4349.752930
	Iteration 27Q: 3 clusters Score -767459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -767463.312500 Penalty: 4349.752930
	Iteration 28Q: 3 clusters Score -767463.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -767462.750000 Penalty: 4349.752930
	Iteration 29Q: 3 clusters Score -767462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -767462.750000 Penalty: 4349.752930
	Iteration 30F: 3 clusters Score -767462.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -38783.472656 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -38783.47 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 198 members 
Entering Unmasked Estep 
Score: -37547.230469 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -37547.23 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37705.601562 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -37705.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37745.828125 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -37745.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37763.148438 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -37763.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37763.148438 Penalty: 2929.059326
	Iteration 4F: 3 clusters Score -37763.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Entering Unmasked Estep 
Score: -1991098.625000 Penalty: 2413.223389
	Iteration 0F: 2 clusters Score -1991099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1979128.750000 Penalty: 4826.446777
	Iteration 0F: 3 clusters Score -1979129 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1983071.625000 Penalty: 4826.446777
	Iteration 1F: 3 clusters Score -1983072 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1983596.000000 Penalty: 4826.446777
	Iteration 2F: 3 clusters Score -1983596 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1984123.125000 Penalty: 4826.446777
	Iteration 3F: 3 clusters Score -1984123 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1984620.000000 Penalty: 4826.446777
	Iteration 4F: 3 clusters Score -1984620 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1985131.500000 Penalty: 4826.446777
	Iteration 5F: 3 clusters Score -1985132 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1985619.125000 Penalty: 4826.446777
	Iteration 6F: 3 clusters Score -1985619 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1986046.375000 Penalty: 4826.446777
	Iteration 7Q: 3 clusters Score -1986046 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1986470.750000 Penalty: 4826.446777
	Iteration 8Q: 3 clusters Score -1986471 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1986840.875000 Penalty: 4826.446777
	Iteration 9Q: 3 clusters Score -1986841 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1987223.500000 Penalty: 4826.446777
	Iteration 10Q: 3 clusters Score -1987224 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1987599.750000 Penalty: 4826.446777
	Iteration 11Q: 3 clusters Score -1987600 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1987941.625000 Penalty: 4826.446777
	Iteration 12Q: 3 clusters Score -1987942 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1988219.500000 Penalty: 4826.446777
	Iteration 13Q: 3 clusters Score -1988220 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1988414.625000 Penalty: 4826.446777
	Iteration 14Q: 3 clusters Score -1988415 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1988549.125000 Penalty: 4826.446777
	Iteration 15Q: 3 clusters Score -1988549 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1988655.750000 Penalty: 4826.446777
	Iteration 16Q: 3 clusters Score -1988656 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1988741.250000 Penalty: 4826.446777
	Iteration 17Q: 3 clusters Score -1988741 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1988820.625000 Penalty: 4826.446777
	Iteration 18Q: 3 clusters Score -1988821 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1988889.875000 Penalty: 4826.446777
	Iteration 19Q: 3 clusters Score -1988890 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1988938.250000 Penalty: 4826.446777
	Iteration 20F: 3 clusters Score -1988938 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1988979.500000 Penalty: 4826.446777
	Iteration 21Q: 3 clusters Score -1988980 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1989017.625000 Penalty: 4826.446777
	Iteration 22Q: 3 clusters Score -1989018 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1989043.750000 Penalty: 4826.446777
	Iteration 23Q: 3 clusters Score -1989044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1989063.875000 Penalty: 4826.446777
	Iteration 24Q: 3 clusters Score -1989064 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1989091.250000 Penalty: 4826.446777
	Iteration 25Q: 3 clusters Score -1989091 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1989122.125000 Penalty: 4826.446777
	Iteration 26Q: 3 clusters Score -1989122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1989142.875000 Penalty: 4826.446777
	Iteration 27Q: 3 clusters Score -1989143 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1989165.125000 Penalty: 4826.446777
	Iteration 28Q: 3 clusters Score -1989165 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1989190.750000 Penalty: 4826.446777
	Iteration 29Q: 3 clusters Score -1989191 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1989210.125000 Penalty: 4826.446777
	Iteration 30Q: 3 clusters Score -1989210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1989224.500000 Penalty: 4826.446777
	Iteration 31Q: 3 clusters Score -1989224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1989244.500000 Penalty: 4826.446777
	Iteration 32Q: 3 clusters Score -1989244 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1989259.125000 Penalty: 4826.446777
	Iteration 33Q: 3 clusters Score -1989259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1989274.500000 Penalty: 4826.446777
	Iteration 34Q: 3 clusters Score -1989274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1989283.750000 Penalty: 4826.446777
	Iteration 35Q: 3 clusters Score -1989284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1989297.875000 Penalty: 4826.446777
	Iteration 36Q: 3 clusters Score -1989298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1989303.125000 Penalty: 4826.446777
	Iteration 37Q: 3 clusters Score -1989303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1989309.750000 Penalty: 4826.446777
	Iteration 38Q: 3 clusters Score -1989310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1989316.875000 Penalty: 4826.446777
	Iteration 39Q: 3 clusters Score -1989317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1989320.625000 Penalty: 4826.446777
	Iteration 40F: 3 clusters Score -1989321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1989323.000000 Penalty: 4826.446777
	Iteration 41Q: 3 clusters Score -1989323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1989335.250000 Penalty: 4826.446777
	Iteration 42Q: 3 clusters Score -1989335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1989339.750000 Penalty: 4826.446777
	Iteration 43Q: 3 clusters Score -1989340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1989344.250000 Penalty: 4826.446777
	Iteration 44Q: 3 clusters Score -1989344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1989349.375000 Penalty: 4826.446777
	Iteration 45Q: 3 clusters Score -1989349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1989354.000000 Penalty: 4826.446777
	Iteration 46Q: 3 clusters Score -1989354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1989358.250000 Penalty: 4826.446777
	Iteration 47Q: 3 clusters Score -1989358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1989361.000000 Penalty: 4826.446777
	Iteration 48Q: 3 clusters Score -1989361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1989369.000000 Penalty: 4826.446777
	Iteration 49Q: 3 clusters Score -1989369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1989372.250000 Penalty: 4826.446777
	Iteration 50Q: 3 clusters Score -1989372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1989376.625000 Penalty: 4826.446777
	Iteration 51Q: 3 clusters Score -1989377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1989380.250000 Penalty: 4826.446777
	Iteration 52Q: 3 clusters Score -1989380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1989376.000000 Penalty: 4826.446777
	Iteration 53Q: 3 clusters Score -1989376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1989380.625000 Penalty: 4826.446777
	Iteration 54Q: 3 clusters Score -1989381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1989380.625000 Penalty: 4826.446777
	Iteration 55Q: 3 clusters Score -1989381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1989386.500000 Penalty: 4826.446777
	Iteration 56Q: 3 clusters Score -1989386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1989392.875000 Penalty: 4826.446777
	Iteration 57Q: 3 clusters Score -1989393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1989397.750000 Penalty: 4826.446777
	Iteration 58Q: 3 clusters Score -1989398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1989394.375000 Penalty: 4826.446777
	Iteration 59Q: 3 clusters Score -1989394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1989393.250000 Penalty: 4826.446777
	Iteration 60F: 3 clusters Score -1989393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1989392.250000 Penalty: 4826.446777
	Iteration 61Q: 3 clusters Score -1989392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1989395.750000 Penalty: 4826.446777
	Iteration 62Q: 3 clusters Score -1989396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1989400.375000 Penalty: 4826.446777
	Iteration 63Q: 3 clusters Score -1989400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1989404.500000 Penalty: 4826.446777
	Iteration 64Q: 3 clusters Score -1989404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1989405.625000 Penalty: 4826.446777
	Iteration 65Q: 3 clusters Score -1989406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1989407.125000 Penalty: 4826.446777
	Iteration 66Q: 3 clusters Score -1989407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1989412.250000 Penalty: 4826.446777
	Iteration 67Q: 3 clusters Score -1989412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1989409.625000 Penalty: 4826.446777
	Iteration 68Q: 3 clusters Score -1989410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1989412.125000 Penalty: 4826.446777
	Iteration 69Q: 3 clusters Score -1989412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1989412.250000 Penalty: 4826.446777
	Iteration 70Q: 3 clusters Score -1989412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1989414.125000 Penalty: 4826.446777
	Iteration 71Q: 3 clusters Score -1989414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1989412.375000 Penalty: 4826.446777
	Iteration 72Q: 3 clusters Score -1989412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1989416.750000 Penalty: 4826.446777
	Iteration 73Q: 3 clusters Score -1989417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1989418.250000 Penalty: 4826.446777
	Iteration 74Q: 3 clusters Score -1989418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1989422.375000 Penalty: 4826.446777
	Iteration 75Q: 3 clusters Score -1989422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1989422.750000 Penalty: 4826.446777
	Iteration 76Q: 3 clusters Score -1989423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1989424.500000 Penalty: 4826.446777
	Iteration 77Q: 3 clusters Score -1989424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1989427.375000 Penalty: 4826.446777
	Iteration 78Q: 3 clusters Score -1989427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1989427.375000 Penalty: 4826.446777
	Iteration 79Q: 3 clusters Score -1989427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1989427.125000 Penalty: 4826.446777
	Iteration 80F: 3 clusters Score -1989427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Entering Unmasked Estep 
Score: -2582529.750000 Penalty: 2483.838135
	Iteration 0F: 2 clusters Score -2582530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2566894.250000 Penalty: 4967.676270
	Iteration 0F: 3 clusters Score -2566894 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2572187.750000 Penalty: 4967.676270
	Iteration 1F: 3 clusters Score -2572188 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2572669.750000 Penalty: 4967.676270
	Iteration 2F: 3 clusters Score -2572670 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2573125.250000 Penalty: 4967.676270
	Iteration 3F: 3 clusters Score -2573125 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2573588.000000 Penalty: 4967.676270
	Iteration 4Q: 3 clusters Score -2573588 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2574191.750000 Penalty: 4967.676270
	Iteration 5Q: 3 clusters Score -2574192 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2574895.250000 Penalty: 4967.676270
	Iteration 6F: 3 clusters Score -2574895 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2575714.250000 Penalty: 4967.676270
	Iteration 7F: 3 clusters Score -2575714 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2576542.250000 Penalty: 4967.676270
	Iteration 8F: 3 clusters Score -2576542 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2577254.750000 Penalty: 4967.676270
	Iteration 9Q: 3 clusters Score -2577255 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2577885.000000 Penalty: 4967.676270
	Iteration 10Q: 3 clusters Score -2577885 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2578424.500000 Penalty: 4967.676270
	Iteration 11Q: 3 clusters Score -2578424 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2578782.500000 Penalty: 4967.676270
	Iteration 12Q: 3 clusters Score -2578782 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2579051.250000 Penalty: 4967.676270
	Iteration 13Q: 3 clusters Score -2579051 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2579256.500000 Penalty: 4967.676270
	Iteration 14Q: 3 clusters Score -2579256 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2579395.500000 Penalty: 4967.676270
	Iteration 15Q: 3 clusters Score -2579396 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2579509.000000 Penalty: 4967.676270
	Iteration 16Q: 3 clusters Score -2579509 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2579606.750000 Penalty: 4967.676270
	Iteration 17Q: 3 clusters Score -2579607 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2579678.750000 Penalty: 4967.676270
	Iteration 18Q: 3 clusters Score -2579679 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2579752.000000 Penalty: 4967.676270
	Iteration 19Q: 3 clusters Score -2579752 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2579825.250000 Penalty: 4967.676270
	Iteration 20F: 3 clusters Score -2579825 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2579869.750000 Penalty: 4967.676270
	Iteration 21Q: 3 clusters Score -2579870 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2579911.500000 Penalty: 4967.676270
	Iteration 22Q: 3 clusters Score -2579912 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2579950.750000 Penalty: 4967.676270
	Iteration 23Q: 3 clusters Score -2579951 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2579977.250000 Penalty: 4967.676270
	Iteration 24Q: 3 clusters Score -2579977 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2580004.500000 Penalty: 4967.676270
	Iteration 25Q: 3 clusters Score -2580004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2580043.000000 Penalty: 4967.676270
	Iteration 26Q: 3 clusters Score -2580043 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2580070.750000 Penalty: 4967.676270
	Iteration 27Q: 3 clusters Score -2580071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2580094.250000 Penalty: 4967.676270
	Iteration 28Q: 3 clusters Score -2580094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2580105.000000 Penalty: 4967.676270
	Iteration 29Q: 3 clusters Score -2580105 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2580138.250000 Penalty: 4967.676270
	Iteration 30Q: 3 clusters Score -2580138 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2580176.000000 Penalty: 4967.676270
	Iteration 31Q: 3 clusters Score -2580176 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2580215.000000 Penalty: 4967.676270
	Iteration 32Q: 3 clusters Score -2580215 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2580249.250000 Penalty: 4967.676270
	Iteration 33Q: 3 clusters Score -2580249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2580276.750000 Penalty: 4967.676270
	Iteration 34Q: 3 clusters Score -2580277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2580299.750000 Penalty: 4967.676270
	Iteration 35Q: 3 clusters Score -2580300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2580318.500000 Penalty: 4967.676270
	Iteration 36Q: 3 clusters Score -2580318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2580338.250000 Penalty: 4967.676270
	Iteration 37Q: 3 clusters Score -2580338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2580350.250000 Penalty: 4967.676270
	Iteration 38Q: 3 clusters Score -2580350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2580360.250000 Penalty: 4967.676270
	Iteration 39Q: 3 clusters Score -2580360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2580366.750000 Penalty: 4967.676270
	Iteration 40F: 3 clusters Score -2580367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2580374.500000 Penalty: 4967.676270
	Iteration 41Q: 3 clusters Score -2580374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2580392.500000 Penalty: 4967.676270
	Iteration 42Q: 3 clusters Score -2580392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2580412.000000 Penalty: 4967.676270
	Iteration 43Q: 3 clusters Score -2580412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2580435.750000 Penalty: 4967.676270
	Iteration 44Q: 3 clusters Score -2580436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2580457.500000 Penalty: 4967.676270
	Iteration 45Q: 3 clusters Score -2580458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2580476.000000 Penalty: 4967.676270
	Iteration 46Q: 3 clusters Score -2580476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2580478.000000 Penalty: 4967.676270
	Iteration 47Q: 3 clusters Score -2580478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2580499.500000 Penalty: 4967.676270
	Iteration 48Q: 3 clusters Score -2580500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2580508.000000 Penalty: 4967.676270
	Iteration 49Q: 3 clusters Score -2580508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2580518.750000 Penalty: 4967.676270
	Iteration 50Q: 3 clusters Score -2580519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2580530.500000 Penalty: 4967.676270
	Iteration 51Q: 3 clusters Score -2580530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2580535.500000 Penalty: 4967.676270
	Iteration 52Q: 3 clusters Score -2580536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2580547.000000 Penalty: 4967.676270
	Iteration 53Q: 3 clusters Score -2580547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2580550.250000 Penalty: 4967.676270
	Iteration 54Q: 3 clusters Score -2580550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2580560.750000 Penalty: 4967.676270
	Iteration 55Q: 3 clusters Score -2580561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2580567.000000 Penalty: 4967.676270
	Iteration 56Q: 3 clusters Score -2580567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2580578.250000 Penalty: 4967.676270
	Iteration 57Q: 3 clusters Score -2580578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2580589.000000 Penalty: 4967.676270
	Iteration 58Q: 3 clusters Score -2580589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2580591.500000 Penalty: 4967.676270
	Iteration 59Q: 3 clusters Score -2580592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2580590.500000 Penalty: 4967.676270
	Iteration 60F: 3 clusters Score -2580590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2580600.250000 Penalty: 4967.676270
	Iteration 61Q: 3 clusters Score -2580600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2580601.500000 Penalty: 4967.676270
	Iteration 62Q: 3 clusters Score -2580602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2580602.750000 Penalty: 4967.676270
	Iteration 63Q: 3 clusters Score -2580603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2580603.250000 Penalty: 4967.676270
	Iteration 64Q: 3 clusters Score -2580603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2580607.000000 Penalty: 4967.676270
	Iteration 65Q: 3 clusters Score -2580607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2580619.250000 Penalty: 4967.676270
	Iteration 66Q: 3 clusters Score -2580619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2580618.000000 Penalty: 4967.676270
	Iteration 67Q: 3 clusters Score -2580618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2580618.500000 Penalty: 4967.676270
	Iteration 68Q: 3 clusters Score -2580618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2580624.750000 Penalty: 4967.676270
	Iteration 69Q: 3 clusters Score -2580625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2580628.000000 Penalty: 4967.676270
	Iteration 70Q: 3 clusters Score -2580628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2580633.000000 Penalty: 4967.676270
	Iteration 71Q: 3 clusters Score -2580633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2580639.250000 Penalty: 4967.676270
	Iteration 72Q: 3 clusters Score -2580639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2580647.500000 Penalty: 4967.676270
	Iteration 73Q: 3 clusters Score -2580648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2580650.500000 Penalty: 4967.676270
	Iteration 74Q: 3 clusters Score -2580650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2580650.750000 Penalty: 4967.676270
	Iteration 75Q: 3 clusters Score -2580651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2580653.000000 Penalty: 4967.676270
	Iteration 76Q: 3 clusters Score -2580653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2580653.250000 Penalty: 4967.676270
	Iteration 77Q: 3 clusters Score -2580653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2580651.500000 Penalty: 4967.676270
	Iteration 78Q: 3 clusters Score -2580652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2580654.000000 Penalty: 4967.676270
	Iteration 79Q: 3 clusters Score -2580654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2580651.000000 Penalty: 4967.676270
	Iteration 80F: 3 clusters Score -2580651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2580651.750000 Penalty: 4967.676270
	Iteration 81Q: 3 clusters Score -2580652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2580650.500000 Penalty: 4967.676270
	Iteration 82Q: 3 clusters Score -2580650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2580648.750000 Penalty: 4967.676270
	Iteration 83Q: 3 clusters Score -2580649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2580653.750000 Penalty: 4967.676270
	Iteration 84Q: 3 clusters Score -2580654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2580651.500000 Penalty: 4967.676270
	Iteration 85Q: 3 clusters Score -2580652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2580651.000000 Penalty: 4967.676270
	Iteration 86Q: 3 clusters Score -2580651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2580651.500000 Penalty: 4967.676270
	Iteration 87Q: 3 clusters Score -2580652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2580652.500000 Penalty: 4967.676270
	Iteration 88Q: 3 clusters Score -2580652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2580651.750000 Penalty: 4967.676270
	Iteration 89Q: 3 clusters Score -2580652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2580650.000000 Penalty: 4967.676270
	Iteration 90Q: 3 clusters Score -2580650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2580651.500000 Penalty: 4967.676270
	Iteration 91Q: 3 clusters Score -2580652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2580650.500000 Penalty: 4967.676270
	Iteration 92Q: 3 clusters Score -2580650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2580652.000000 Penalty: 4967.676270
	Iteration 93Q: 3 clusters Score -2580652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2580652.000000 Penalty: 4967.676270
	Iteration 94F: 3 clusters Score -2580652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Entering Unmasked Estep 
Score: -1930225.500000 Penalty: 2439.622559
	Iteration 0F: 2 clusters Score -1930226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1917162.375000 Penalty: 4879.245117
	Iteration 0F: 3 clusters Score -1917162 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1921997.750000 Penalty: 4879.245117
	Iteration 1F: 3 clusters Score -1921998 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1922815.125000 Penalty: 4879.245117
	Iteration 2F: 3 clusters Score -1922815 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1923540.125000 Penalty: 4879.245117
	Iteration 3F: 3 clusters Score -1923540 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1924179.250000 Penalty: 4879.245117
	Iteration 4F: 3 clusters Score -1924179 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1924791.250000 Penalty: 4879.245117
	Iteration 5F: 3 clusters Score -1924791 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1925363.375000 Penalty: 4879.245117
	Iteration 6F: 3 clusters Score -1925363 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1925854.250000 Penalty: 4879.245117
	Iteration 7Q: 3 clusters Score -1925854 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1926310.000000 Penalty: 4879.245117
	Iteration 8Q: 3 clusters Score -1926310 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1926723.625000 Penalty: 4879.245117
	Iteration 9Q: 3 clusters Score -1926724 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1927017.500000 Penalty: 4879.245117
	Iteration 10Q: 3 clusters Score -1927018 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1927263.625000 Penalty: 4879.245117
	Iteration 11Q: 3 clusters Score -1927264 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1927452.500000 Penalty: 4879.245117
	Iteration 12Q: 3 clusters Score -1927452 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1927621.250000 Penalty: 4879.245117
	Iteration 13Q: 3 clusters Score -1927621 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1927774.875000 Penalty: 4879.245117
	Iteration 14Q: 3 clusters Score -1927775 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1927918.250000 Penalty: 4879.245117
	Iteration 15Q: 3 clusters Score -1927918 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1928027.750000 Penalty: 4879.245117
	Iteration 16Q: 3 clusters Score -1928028 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1928119.875000 Penalty: 4879.245117
	Iteration 17Q: 3 clusters Score -1928120 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1928201.375000 Penalty: 4879.245117
	Iteration 18Q: 3 clusters Score -1928201 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1928268.750000 Penalty: 4879.245117
	Iteration 19Q: 3 clusters Score -1928269 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1928340.625000 Penalty: 4879.245117
	Iteration 20F: 3 clusters Score -1928341 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1928417.500000 Penalty: 4879.245117
	Iteration 21Q: 3 clusters Score -1928418 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1928472.875000 Penalty: 4879.245117
	Iteration 22Q: 3 clusters Score -1928473 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1928513.625000 Penalty: 4879.245117
	Iteration 23Q: 3 clusters Score -1928514 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1928564.375000 Penalty: 4879.245117
	Iteration 24Q: 3 clusters Score -1928564 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1928609.750000 Penalty: 4879.245117
	Iteration 25Q: 3 clusters Score -1928610 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1928659.750000 Penalty: 4879.245117
	Iteration 26Q: 3 clusters Score -1928660 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1928691.875000 Penalty: 4879.245117
	Iteration 27Q: 3 clusters Score -1928692 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1928718.250000 Penalty: 4879.245117
	Iteration 28Q: 3 clusters Score -1928718 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1928750.125000 Penalty: 4879.245117
	Iteration 29Q: 3 clusters Score -1928750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1928771.125000 Penalty: 4879.245117
	Iteration 30Q: 3 clusters Score -1928771 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1928790.000000 Penalty: 4879.245117
	Iteration 31Q: 3 clusters Score -1928790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1928811.500000 Penalty: 4879.245117
	Iteration 32Q: 3 clusters Score -1928812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1928829.000000 Penalty: 4879.245117
	Iteration 33Q: 3 clusters Score -1928829 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1928852.750000 Penalty: 4879.245117
	Iteration 34Q: 3 clusters Score -1928853 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1928865.250000 Penalty: 4879.245117
	Iteration 35Q: 3 clusters Score -1928865 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1928890.750000 Penalty: 4879.245117
	Iteration 36Q: 3 clusters Score -1928891 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1928924.875000 Penalty: 4879.245117
	Iteration 37Q: 3 clusters Score -1928925 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1928954.750000 Penalty: 4879.245117
	Iteration 38Q: 3 clusters Score -1928955 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1928984.000000 Penalty: 4879.245117
	Iteration 39Q: 3 clusters Score -1928984 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1929019.375000 Penalty: 4879.245117
	Iteration 40F: 3 clusters Score -1929019 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1929071.625000 Penalty: 4879.245117
	Iteration 41Q: 3 clusters Score -1929072 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1929107.875000 Penalty: 4879.245117
	Iteration 42Q: 3 clusters Score -1929108 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1929153.500000 Penalty: 4879.245117
	Iteration 43Q: 3 clusters Score -1929154 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1929200.500000 Penalty: 4879.245117
	Iteration 44Q: 3 clusters Score -1929200 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1929240.375000 Penalty: 4879.245117
	Iteration 45Q: 3 clusters Score -1929240 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1929280.875000 Penalty: 4879.245117
	Iteration 46Q: 3 clusters Score -1929281 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1929323.000000 Penalty: 4879.245117
	Iteration 47Q: 3 clusters Score -1929323 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1929364.750000 Penalty: 4879.245117
	Iteration 48Q: 3 clusters Score -1929365 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1929396.625000 Penalty: 4879.245117
	Iteration 49Q: 3 clusters Score -1929397 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1929428.875000 Penalty: 4879.245117
	Iteration 50Q: 3 clusters Score -1929429 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1929450.625000 Penalty: 4879.245117
	Iteration 51Q: 3 clusters Score -1929451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1929472.625000 Penalty: 4879.245117
	Iteration 52Q: 3 clusters Score -1929473 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1929493.750000 Penalty: 4879.245117
	Iteration 53Q: 3 clusters Score -1929494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1929514.375000 Penalty: 4879.245117
	Iteration 54Q: 3 clusters Score -1929514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1929534.125000 Penalty: 4879.245117
	Iteration 55Q: 3 clusters Score -1929534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1929544.000000 Penalty: 4879.245117
	Iteration 56Q: 3 clusters Score -1929544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1929559.875000 Penalty: 4879.245117
	Iteration 57Q: 3 clusters Score -1929560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1929573.125000 Penalty: 4879.245117
	Iteration 58Q: 3 clusters Score -1929573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1929585.125000 Penalty: 4879.245117
	Iteration 59Q: 3 clusters Score -1929585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1929602.750000 Penalty: 4879.245117
	Iteration 60F: 3 clusters Score -1929603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1929620.750000 Penalty: 4879.245117
	Iteration 61Q: 3 clusters Score -1929621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1929633.875000 Penalty: 4879.245117
	Iteration 62Q: 3 clusters Score -1929634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1929642.500000 Penalty: 4879.245117
	Iteration 63Q: 3 clusters Score -1929642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1929653.500000 Penalty: 4879.245117
	Iteration 64Q: 3 clusters Score -1929654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1929665.750000 Penalty: 4879.245117
	Iteration 65Q: 3 clusters Score -1929666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1929677.625000 Penalty: 4879.245117
	Iteration 66Q: 3 clusters Score -1929678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1929680.250000 Penalty: 4879.245117
	Iteration 67Q: 3 clusters Score -1929680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1929690.500000 Penalty: 4879.245117
	Iteration 68Q: 3 clusters Score -1929690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1929703.625000 Penalty: 4879.245117
	Iteration 69Q: 3 clusters Score -1929704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1929719.000000 Penalty: 4879.245117
	Iteration 70Q: 3 clusters Score -1929719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1929725.125000 Penalty: 4879.245117
	Iteration 71Q: 3 clusters Score -1929725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1929733.000000 Penalty: 4879.245117
	Iteration 72Q: 3 clusters Score -1929733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1929743.500000 Penalty: 4879.245117
	Iteration 73Q: 3 clusters Score -1929744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1929755.250000 Penalty: 4879.245117
	Iteration 74Q: 3 clusters Score -1929755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1929760.750000 Penalty: 4879.245117
	Iteration 75Q: 3 clusters Score -1929761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1929761.125000 Penalty: 4879.245117
	Iteration 76Q: 3 clusters Score -1929761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1929770.125000 Penalty: 4879.245117
	Iteration 77Q: 3 clusters Score -1929770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1929770.000000 Penalty: 4879.245117
	Iteration 78Q: 3 clusters Score -1929770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1929774.375000 Penalty: 4879.245117
	Iteration 79Q: 3 clusters Score -1929774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1929778.125000 Penalty: 4879.245117
	Iteration 80F: 3 clusters Score -1929778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1929776.375000 Penalty: 4879.245117
	Iteration 81Q: 3 clusters Score -1929776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1929775.625000 Penalty: 4879.245117
	Iteration 82Q: 3 clusters Score -1929776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1929778.875000 Penalty: 4879.245117
	Iteration 83Q: 3 clusters Score -1929779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1929780.125000 Penalty: 4879.245117
	Iteration 84Q: 3 clusters Score -1929780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1929780.375000 Penalty: 4879.245117
	Iteration 85Q: 3 clusters Score -1929780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1929780.375000 Penalty: 4879.245117
	Iteration 86F: 3 clusters Score -1929780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Entering Unmasked Estep 
Score: -1070344.125000 Penalty: 2262.107178
	Iteration 0F: 2 clusters Score -1070344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1063192.625000 Penalty: 4524.214355
	Iteration 0F: 3 clusters Score -1063193 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1065188.500000 Penalty: 4524.214355
	Iteration 1F: 3 clusters Score -1065188 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1065540.000000 Penalty: 4524.214355
	Iteration 2F: 3 clusters Score -1065540 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1065843.125000 Penalty: 4524.214355
	Iteration 3F: 3 clusters Score -1065843 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1066122.375000 Penalty: 4524.214355
	Iteration 4F: 3 clusters Score -1066122 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1066426.375000 Penalty: 4524.214355
	Iteration 5F: 3 clusters Score -1066426 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1066737.250000 Penalty: 4524.214355
	Iteration 6F: 3 clusters Score -1066737 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1067055.250000 Penalty: 4524.214355
	Iteration 7F: 3 clusters Score -1067055 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1067339.500000 Penalty: 4524.214355
	Iteration 8Q: 3 clusters Score -1067340 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1067609.250000 Penalty: 4524.214355
	Iteration 9Q: 3 clusters Score -1067609 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1067806.000000 Penalty: 4524.214355
	Iteration 10Q: 3 clusters Score -1067806 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1067948.750000 Penalty: 4524.214355
	Iteration 11Q: 3 clusters Score -1067949 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1068044.250000 Penalty: 4524.214355
	Iteration 12Q: 3 clusters Score -1068044 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1068110.375000 Penalty: 4524.214355
	Iteration 13Q: 3 clusters Score -1068110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1068153.500000 Penalty: 4524.214355
	Iteration 14Q: 3 clusters Score -1068154 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1068194.375000 Penalty: 4524.214355
	Iteration 15Q: 3 clusters Score -1068194 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1068229.250000 Penalty: 4524.214355
	Iteration 16Q: 3 clusters Score -1068229 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1068265.250000 Penalty: 4524.214355
	Iteration 17Q: 3 clusters Score -1068265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1068303.250000 Penalty: 4524.214355
	Iteration 18Q: 3 clusters Score -1068303 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1068340.500000 Penalty: 4524.214355
	Iteration 19Q: 3 clusters Score -1068340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1068378.125000 Penalty: 4524.214355
	Iteration 20F: 3 clusters Score -1068378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1068415.625000 Penalty: 4524.214355
	Iteration 21Q: 3 clusters Score -1068416 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1068454.875000 Penalty: 4524.214355
	Iteration 22Q: 3 clusters Score -1068455 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1068495.750000 Penalty: 4524.214355
	Iteration 23Q: 3 clusters Score -1068496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1068529.750000 Penalty: 4524.214355
	Iteration 24Q: 3 clusters Score -1068530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1068571.250000 Penalty: 4524.214355
	Iteration 25Q: 3 clusters Score -1068571 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1068614.250000 Penalty: 4524.214355
	Iteration 26Q: 3 clusters Score -1068614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1068655.750000 Penalty: 4524.214355
	Iteration 27Q: 3 clusters Score -1068656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1068677.625000 Penalty: 4524.214355
	Iteration 28Q: 3 clusters Score -1068678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1068690.875000 Penalty: 4524.214355
	Iteration 29Q: 3 clusters Score -1068691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1068695.375000 Penalty: 4524.214355
	Iteration 30Q: 3 clusters Score -1068695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1068700.250000 Penalty: 4524.214355
	Iteration 31Q: 3 clusters Score -1068700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1068706.000000 Penalty: 4524.214355
	Iteration 32Q: 3 clusters Score -1068706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1068714.250000 Penalty: 4524.214355
	Iteration 33Q: 3 clusters Score -1068714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1068720.750000 Penalty: 4524.214355
	Iteration 34Q: 3 clusters Score -1068721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1068727.375000 Penalty: 4524.214355
	Iteration 35Q: 3 clusters Score -1068727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1068735.625000 Penalty: 4524.214355
	Iteration 36Q: 3 clusters Score -1068736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1068740.375000 Penalty: 4524.214355
	Iteration 37Q: 3 clusters Score -1068740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1068745.500000 Penalty: 4524.214355
	Iteration 38Q: 3 clusters Score -1068746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1068749.125000 Penalty: 4524.214355
	Iteration 39Q: 3 clusters Score -1068749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1068750.375000 Penalty: 4524.214355
	Iteration 40F: 3 clusters Score -1068750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1068751.500000 Penalty: 4524.214355
	Iteration 41Q: 3 clusters Score -1068752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1068755.000000 Penalty: 4524.214355
	Iteration 42Q: 3 clusters Score -1068755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1068755.000000 Penalty: 4524.214355
	Iteration 43Q: 3 clusters Score -1068755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1068757.000000 Penalty: 4524.214355
	Iteration 44Q: 3 clusters Score -1068757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1068755.750000 Penalty: 4524.214355
	Iteration 45Q: 3 clusters Score -1068756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1068758.250000 Penalty: 4524.214355
	Iteration 46Q: 3 clusters Score -1068758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1068759.750000 Penalty: 4524.214355
	Iteration 47Q: 3 clusters Score -1068760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1068762.125000 Penalty: 4524.214355
	Iteration 48Q: 3 clusters Score -1068762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1068760.250000 Penalty: 4524.214355
	Iteration 49Q: 3 clusters Score -1068760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1068764.875000 Penalty: 4524.214355
	Iteration 50Q: 3 clusters Score -1068765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1068766.500000 Penalty: 4524.214355
	Iteration 51Q: 3 clusters Score -1068766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1068767.125000 Penalty: 4524.214355
	Iteration 52Q: 3 clusters Score -1068767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1068768.250000 Penalty: 4524.214355
	Iteration 53Q: 3 clusters Score -1068768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1068767.750000 Penalty: 4524.214355
	Iteration 54Q: 3 clusters Score -1068768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1068768.875000 Penalty: 4524.214355
	Iteration 55Q: 3 clusters Score -1068769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1068769.000000 Penalty: 4524.214355
	Iteration 56Q: 3 clusters Score -1068769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1068769.000000 Penalty: 4524.214355
	Iteration 57F: 3 clusters Score -1068769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (81289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Entering Unmasked Estep 
Score: -9528167.000000 Penalty: 2803.830078
	Iteration 0F: 2 clusters Score -9528167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -9473741.000000 Penalty: 5607.660156
	Iteration 0F: 3 clusters Score -9473741 nChanged 38008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -9495476.000000 Penalty: 5607.660156
	Iteration 1F: 3 clusters Score -9495476 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -9496442.000000 Penalty: 5607.660156
	Iteration 2Q: 3 clusters Score -9496442 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -9497593.000000 Penalty: 5607.660156
	Iteration 3Q: 3 clusters Score -9497593 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -9498924.000000 Penalty: 5607.660156
	Iteration 4Q: 3 clusters Score -9498924 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -9500836.000000 Penalty: 5607.660156
	Iteration 5Q: 3 clusters Score -9500836 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -9503532.000000 Penalty: 5607.660156
	Iteration 6F: 3 clusters Score -9503532 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -9506927.000000 Penalty: 5607.660156
	Iteration 7F: 3 clusters Score -9506927 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -9511040.000000 Penalty: 5607.660156
	Iteration 8F: 3 clusters Score -9511040 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -9515441.000000 Penalty: 5607.660156
	Iteration 9F: 3 clusters Score -9515441 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -9519280.000000 Penalty: 5607.660156
	Iteration 10F: 3 clusters Score -9519280 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -9522082.000000 Penalty: 5607.660156
	Iteration 11Q: 3 clusters Score -9522082 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -9523757.000000 Penalty: 5607.660156
	Iteration 12Q: 3 clusters Score -9523757 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -9524649.000000 Penalty: 5607.660156
	Iteration 13Q: 3 clusters Score -9524649 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -9525072.000000 Penalty: 5607.660156
	Iteration 14Q: 3 clusters Score -9525072 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -9525358.000000 Penalty: 5607.660156
	Iteration 15Q: 3 clusters Score -9525358 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -9525501.000000 Penalty: 5607.660156
	Iteration 16Q: 3 clusters Score -9525501 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -9525611.000000 Penalty: 5607.660156
	Iteration 17Q: 3 clusters Score -9525611 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -9525693.000000 Penalty: 5607.660156
	Iteration 18Q: 3 clusters Score -9525693 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 80257 members 
Entering Unmasked Estep 
Score: -9525757.000000 Penalty: 5607.660156
	Iteration 19Q: 3 clusters Score -9525757 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -9525833.000000 Penalty: 5607.660156
	Iteration 20F: 3 clusters Score -9525833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -9525853.000000 Penalty: 5607.660156
	Iteration 21Q: 3 clusters Score -9525853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -9525863.000000 Penalty: 5607.660156
	Iteration 22Q: 3 clusters Score -9525863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -9525888.000000 Penalty: 5607.660156
	Iteration 23Q: 3 clusters Score -9525888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -9525902.000000 Penalty: 5607.660156
	Iteration 24Q: 3 clusters Score -9525902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -9525915.000000 Penalty: 5607.660156
	Iteration 25Q: 3 clusters Score -9525915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -9525920.000000 Penalty: 5607.660156
	Iteration 26Q: 3 clusters Score -9525920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -9525927.000000 Penalty: 5607.660156
	Iteration 27Q: 3 clusters Score -9525927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
Score: -9525927.000000 Penalty: 5607.660156
	Iteration 28Q: 3 clusters Score -9525927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -9525939.000000 Penalty: 5607.660156
	Iteration 29Q: 3 clusters Score -9525939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -9525944.000000 Penalty: 5607.660156
	Iteration 30Q: 3 clusters Score -9525944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -9525938.000000 Penalty: 5607.660156
	Iteration 31Q: 3 clusters Score -9525938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -9525936.000000 Penalty: 5607.660156
	Iteration 32Q: 3 clusters Score -9525936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -9525940.000000 Penalty: 5607.660156
	Iteration 33Q: 3 clusters Score -9525940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -9525945.000000 Penalty: 5607.660156
	Iteration 34Q: 3 clusters Score -9525945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -9525944.000000 Penalty: 5607.660156
	Iteration 35Q: 3 clusters Score -9525944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -9525942.000000 Penalty: 5607.660156
	Iteration 36Q: 3 clusters Score -9525942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -9525944.000000 Penalty: 5607.660156
	Iteration 37Q: 3 clusters Score -9525944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -9525947.000000 Penalty: 5607.660156
	Iteration 38Q: 3 clusters Score -9525947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -9525949.000000 Penalty: 5607.660156
	Iteration 39Q: 3 clusters Score -9525949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -9525955.000000 Penalty: 5607.660156
	Iteration 40F: 3 clusters Score -9525955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -9525956.000000 Penalty: 5607.660156
	Iteration 41Q: 3 clusters Score -9525956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -9525958.000000 Penalty: 5607.660156
	Iteration 42Q: 3 clusters Score -9525958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -9525944.000000 Penalty: 5607.660156
	Iteration 43Q: 3 clusters Score -9525944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -9525953.000000 Penalty: 5607.660156
	Iteration 44Q: 3 clusters Score -9525953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -9525953.000000 Penalty: 5607.660156
	Iteration 45F: 3 clusters Score -9525953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -576930.375000 Penalty: 2115.614014
	Iteration 0F: 2 clusters Score -576930.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -572341.750000 Penalty: 4231.228027
	Iteration 0F: 3 clusters Score -572341.8 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -573554.437500 Penalty: 4231.228027
	Iteration 1F: 3 clusters Score -573554.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -573887.687500 Penalty: 4231.228027
	Iteration 2F: 3 clusters Score -573887.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -574181.500000 Penalty: 4231.228027
	Iteration 3F: 3 clusters Score -574181.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -574552.687500 Penalty: 4231.228027
	Iteration 4F: 3 clusters Score -574552.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -574976.937500 Penalty: 4231.228027
	Iteration 5F: 3 clusters Score -574976.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -575345.312500 Penalty: 4231.228027
	Iteration 6F: 3 clusters Score -575345.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -575649.625000 Penalty: 4231.228027
	Iteration 7F: 3 clusters Score -575649.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -575845.312500 Penalty: 4231.228027
	Iteration 8Q: 3 clusters Score -575845.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -575964.312500 Penalty: 4231.228027
	Iteration 9Q: 3 clusters Score -575964.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -576045.687500 Penalty: 4231.228027
	Iteration 10Q: 3 clusters Score -576045.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -576095.125000 Penalty: 4231.228027
	Iteration 11Q: 3 clusters Score -576095.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -576129.125000 Penalty: 4231.228027
	Iteration 12Q: 3 clusters Score -576129.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -576171.937500 Penalty: 4231.228027
	Iteration 13Q: 3 clusters Score -576171.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -576219.812500 Penalty: 4231.228027
	Iteration 14Q: 3 clusters Score -576219.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -576270.500000 Penalty: 4231.228027
	Iteration 15Q: 3 clusters Score -576270.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -576315.312500 Penalty: 4231.228027
	Iteration 16Q: 3 clusters Score -576315.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -576357.500000 Penalty: 4231.228027
	Iteration 17Q: 3 clusters Score -576357.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -576403.250000 Penalty: 4231.228027
	Iteration 18Q: 3 clusters Score -576403.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -576446.062500 Penalty: 4231.228027
	Iteration 19Q: 3 clusters Score -576446.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -576474.062500 Penalty: 4231.228027
	Iteration 20F: 3 clusters Score -576474.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -576496.437500 Penalty: 4231.228027
	Iteration 21Q: 3 clusters Score -576496.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -576517.375000 Penalty: 4231.228027
	Iteration 22Q: 3 clusters Score -576517.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -576532.187500 Penalty: 4231.228027
	Iteration 23Q: 3 clusters Score -576532.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -576545.687500 Penalty: 4231.228027
	Iteration 24Q: 3 clusters Score -576545.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -576556.375000 Penalty: 4231.228027
	Iteration 25Q: 3 clusters Score -576556.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -576567.062500 Penalty: 4231.228027
	Iteration 26Q: 3 clusters Score -576567.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -576575.437500 Penalty: 4231.228027
	Iteration 27Q: 3 clusters Score -576575.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -576583.812500 Penalty: 4231.228027
	Iteration 28Q: 3 clusters Score -576583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -576586.375000 Penalty: 4231.228027
	Iteration 29Q: 3 clusters Score -576586.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -576589.000000 Penalty: 4231.228027
	Iteration 30Q: 3 clusters Score -576589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -576590.750000 Penalty: 4231.228027
	Iteration 31Q: 3 clusters Score -576590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -576592.875000 Penalty: 4231.228027
	Iteration 32Q: 3 clusters Score -576592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -576594.250000 Penalty: 4231.228027
	Iteration 33Q: 3 clusters Score -576594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -576595.312500 Penalty: 4231.228027
	Iteration 34Q: 3 clusters Score -576595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -576595.062500 Penalty: 4231.228027
	Iteration 35Q: 3 clusters Score -576595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -576597.062500 Penalty: 4231.228027
	Iteration 36Q: 3 clusters Score -576597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -576596.437500 Penalty: 4231.228027
	Iteration 37Q: 3 clusters Score -576596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -576597.875000 Penalty: 4231.228027
	Iteration 38Q: 3 clusters Score -576597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -576598.437500 Penalty: 4231.228027
	Iteration 39Q: 3 clusters Score -576598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -576598.437500 Penalty: 4231.228027
	Iteration 40F: 3 clusters Score -576598.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (104399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Entering Unmasked Estep 
Score: -12300816.000000 Penalty: 2865.881836
	Iteration 0F: 2 clusters Score -1.230082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -12231417.000000 Penalty: 5731.763672
	Iteration 0F: 3 clusters Score -1.223142e+07 nChanged 49158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -12259982.000000 Penalty: 5731.763672
	Iteration 1F: 3 clusters Score -1.225998e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -12261127.000000 Penalty: 5731.763672
	Iteration 2Q: 3 clusters Score -1.226113e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -12262561.000000 Penalty: 5731.763672
	Iteration 3Q: 3 clusters Score -1.226256e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -12264533.000000 Penalty: 5731.763672
	Iteration 4Q: 3 clusters Score -1.226453e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -12266950.000000 Penalty: 5731.763672
	Iteration 5F: 3 clusters Score -1.226695e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -12269941.000000 Penalty: 5731.763672
	Iteration 6F: 3 clusters Score -1.226994e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -12273254.000000 Penalty: 5731.763672
	Iteration 7F: 3 clusters Score -1.227325e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -12277000.000000 Penalty: 5731.763672
	Iteration 8F: 3 clusters Score -1.2277e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -12281099.000000 Penalty: 5731.763672
	Iteration 9F: 3 clusters Score -1.22811e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -12285420.000000 Penalty: 5731.763672
	Iteration 10F: 3 clusters Score -1.228542e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -12289666.000000 Penalty: 5731.763672
	Iteration 11Q: 3 clusters Score -1.228967e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 97255 members 
Entering Unmasked Estep 
Score: -12293148.000000 Penalty: 5731.763672
	Iteration 12Q: 3 clusters Score -1.229315e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -12295411.000000 Penalty: 5731.763672
	Iteration 13Q: 3 clusters Score -1.229541e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -12296715.000000 Penalty: 5731.763672
	Iteration 14Q: 3 clusters Score -1.229672e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -12297459.000000 Penalty: 5731.763672
	Iteration 15Q: 3 clusters Score -1.229746e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -12297874.000000 Penalty: 5731.763672
	Iteration 16Q: 3 clusters Score -1.229787e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -12298109.000000 Penalty: 5731.763672
	Iteration 17Q: 3 clusters Score -1.229811e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -12298211.000000 Penalty: 5731.763672
	Iteration 18Q: 3 clusters Score -1.229821e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 103446 members 
Entering Unmasked Estep 
Score: -12298278.000000 Penalty: 5731.763672
	Iteration 19Q: 3 clusters Score -1.229828e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -12298325.000000 Penalty: 5731.763672
	Iteration 20F: 3 clusters Score -1.229832e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -12298368.000000 Penalty: 5731.763672
	Iteration 21Q: 3 clusters Score -1.229837e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -12298394.000000 Penalty: 5731.763672
	Iteration 22Q: 3 clusters Score -1.229839e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 103602 members 
Entering Unmasked Estep 
Score: -12298407.000000 Penalty: 5731.763672
	Iteration 23Q: 3 clusters Score -1.229841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 103622 members 
Entering Unmasked Estep 
Score: -12298411.000000 Penalty: 5731.763672
	Iteration 24Q: 3 clusters Score -1.229841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 103640 members 
Entering Unmasked Estep 
Score: -12298443.000000 Penalty: 5731.763672
	Iteration 25Q: 3 clusters Score -1.229844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -12298448.000000 Penalty: 5731.763672
	Iteration 26Q: 3 clusters Score -1.229845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -12298451.000000 Penalty: 5731.763672
	Iteration 27Q: 3 clusters Score -1.229845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -12298450.000000 Penalty: 5731.763672
	Iteration 28Q: 3 clusters Score -1.229845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -12298463.000000 Penalty: 5731.763672
	Iteration 29Q: 3 clusters Score -1.229846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 103688 members 
Entering Unmasked Estep 
Score: -12298465.000000 Penalty: 5731.763672
	Iteration 30Q: 3 clusters Score -1.229846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 103695 members 
Entering Unmasked Estep 
Score: -12298484.000000 Penalty: 5731.763672
	Iteration 31Q: 3 clusters Score -1.229848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -12298495.000000 Penalty: 5731.763672
	Iteration 32Q: 3 clusters Score -1.22985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 103703 members 
Entering Unmasked Estep 
Score: -12298493.000000 Penalty: 5731.763672
	Iteration 33Q: 3 clusters Score -1.229849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 103704 members 
Entering Unmasked Estep 
Score: -12298495.000000 Penalty: 5731.763672
	Iteration 34Q: 3 clusters Score -1.22985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 103710 members 
Entering Unmasked Estep 
Score: -12298496.000000 Penalty: 5731.763672
	Iteration 35Q: 3 clusters Score -1.22985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -12298502.000000 Penalty: 5731.763672
	Iteration 36Q: 3 clusters Score -1.22985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -12298492.000000 Penalty: 5731.763672
	Iteration 37Q: 3 clusters Score -1.229849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -12298493.000000 Penalty: 5731.763672
	Iteration 38Q: 3 clusters Score -1.229849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 103713 members 
Entering Unmasked Estep 
Score: -12298494.000000 Penalty: 5731.763672
	Iteration 39Q: 3 clusters Score -1.229849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -12298493.000000 Penalty: 5731.763672
	Iteration 40F: 3 clusters Score -1.229849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -990124.562500 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -990124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -983441.875000 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -983441.9 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -985320.437500 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -985320.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -985664.750000 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -985664.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -985969.625000 Penalty: 4484.969238
	Iteration 3F: 3 clusters Score -985969.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -986261.687500 Penalty: 4484.969238
	Iteration 4F: 3 clusters Score -986261.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -986606.875000 Penalty: 4484.969238
	Iteration 5F: 3 clusters Score -986606.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -987003.187500 Penalty: 4484.969238
	Iteration 6F: 3 clusters Score -987003.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -987352.687500 Penalty: 4484.969238
	Iteration 7F: 3 clusters Score -987352.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -987653.562500 Penalty: 4484.969238
	Iteration 8F: 3 clusters Score -987653.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -987875.750000 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -987875.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -988019.125000 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -988019.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -988108.875000 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -988108.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -988160.750000 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -988160.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -988193.750000 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -988193.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -988217.437500 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -988217.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -988231.312500 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -988231.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -988246.875000 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -988246.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -988265.375000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -988265.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -988275.750000 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -988275.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -988288.437500 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -988288.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -988299.375000 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -988299.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -988317.000000 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -988317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -988323.750000 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -988323.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -988333.125000 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -988333.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -988339.625000 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -988339.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -988341.687500 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -988341.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -988347.500000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -988347.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -988350.125000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -988350.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -988353.937500 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -988353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -988354.750000 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -988354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -988359.437500 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -988359.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -988363.875000 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -988363.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -988365.187500 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -988365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -988365.875000 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -988365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -988366.625000 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -988366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -988370.687500 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -988370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -988370.562500 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -988370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -988372.187500 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -988372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -988372.875000 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -988372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -988371.875000 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -988371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -988372.625000 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -988372.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -988374.312500 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -988374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -988374.250000 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -988374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -988376.750000 Penalty: 4484.969238
	Iteration 43Q: 3 clusters Score -988376.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -988378.375000 Penalty: 4484.969238
	Iteration 44Q: 3 clusters Score -988378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -988378.250000 Penalty: 4484.969238
	Iteration 45Q: 3 clusters Score -988378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -988378.250000 Penalty: 4484.969238
	Iteration 46F: 3 clusters Score -988378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Entering Unmasked Estep 
Score: -274627.375000 Penalty: 1925.229370
	Iteration 0F: 2 clusters Score -274627.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -271779.687500 Penalty: 3850.458740
	Iteration 0F: 3 clusters Score -271779.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -272290.187500 Penalty: 3850.458740
	Iteration 1F: 3 clusters Score -272290.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -272430.968750 Penalty: 3850.458740
	Iteration 2F: 3 clusters Score -272431 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -272529.656250 Penalty: 3850.458740
	Iteration 3F: 3 clusters Score -272529.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -272597.437500 Penalty: 3850.458740
	Iteration 4Q: 3 clusters Score -272597.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -272647.750000 Penalty: 3850.458740
	Iteration 5Q: 3 clusters Score -272647.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -272700.062500 Penalty: 3850.458740
	Iteration 6Q: 3 clusters Score -272700.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -272736.437500 Penalty: 3850.458740
	Iteration 7Q: 3 clusters Score -272736.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -272768.531250 Penalty: 3850.458740
	Iteration 8Q: 3 clusters Score -272768.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -272785.000000 Penalty: 3850.458740
	Iteration 9Q: 3 clusters Score -272785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -272799.187500 Penalty: 3850.458740
	Iteration 10Q: 3 clusters Score -272799.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -272809.718750 Penalty: 3850.458740
	Iteration 11Q: 3 clusters Score -272809.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -272818.093750 Penalty: 3850.458740
	Iteration 12Q: 3 clusters Score -272818.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -272826.750000 Penalty: 3850.458740
	Iteration 13Q: 3 clusters Score -272826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -272831.687500 Penalty: 3850.458740
	Iteration 14Q: 3 clusters Score -272831.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -272840.625000 Penalty: 3850.458740
	Iteration 15Q: 3 clusters Score -272840.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -272854.250000 Penalty: 3850.458740
	Iteration 16Q: 3 clusters Score -272854.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -272858.343750 Penalty: 3850.458740
	Iteration 17Q: 3 clusters Score -272858.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -272865.156250 Penalty: 3850.458740
	Iteration 18Q: 3 clusters Score -272865.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -272870.375000 Penalty: 3850.458740
	Iteration 19Q: 3 clusters Score -272870.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -272875.406250 Penalty: 3850.458740
	Iteration 20F: 3 clusters Score -272875.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -272880.312500 Penalty: 3850.458740
	Iteration 21Q: 3 clusters Score -272880.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -272883.062500 Penalty: 3850.458740
	Iteration 22Q: 3 clusters Score -272883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -272884.718750 Penalty: 3850.458740
	Iteration 23Q: 3 clusters Score -272884.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -272885.593750 Penalty: 3850.458740
	Iteration 24Q: 3 clusters Score -272885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -272886.468750 Penalty: 3850.458740
	Iteration 25Q: 3 clusters Score -272886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -272886.875000 Penalty: 3850.458740
	Iteration 26Q: 3 clusters Score -272886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -272886.937500 Penalty: 3850.458740
	Iteration 27Q: 3 clusters Score -272886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -272887.968750 Penalty: 3850.458740
	Iteration 28Q: 3 clusters Score -272888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -272889.250000 Penalty: 3850.458740
	Iteration 29Q: 3 clusters Score -272889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -272891.250000 Penalty: 3850.458740
	Iteration 30Q: 3 clusters Score -272891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -272892.156250 Penalty: 3850.458740
	Iteration 31Q: 3 clusters Score -272892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -272894.218750 Penalty: 3850.458740
	Iteration 32Q: 3 clusters Score -272894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -272895.187500 Penalty: 3850.458740
	Iteration 33Q: 3 clusters Score -272895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -272896.437500 Penalty: 3850.458740
	Iteration 34Q: 3 clusters Score -272896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -272897.875000 Penalty: 3850.458740
	Iteration 35Q: 3 clusters Score -272897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -272899.375000 Penalty: 3850.458740
	Iteration 36Q: 3 clusters Score -272899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -272901.812500 Penalty: 3850.458740
	Iteration 37Q: 3 clusters Score -272901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -272902.656250 Penalty: 3850.458740
	Iteration 38Q: 3 clusters Score -272902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -272902.937500 Penalty: 3850.458740
	Iteration 39Q: 3 clusters Score -272902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -272902.937500 Penalty: 3850.458740
	Iteration 40F: 3 clusters Score -272902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Entering Unmasked Estep 
Score: -1001278.625000 Penalty: 2252.264160
	Iteration 0F: 2 clusters Score -1001279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -994369.312500 Penalty: 4504.528320
	Iteration 0F: 3 clusters Score -994369.3 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -996377.250000 Penalty: 4504.528320
	Iteration 1F: 3 clusters Score -996377.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -996753.500000 Penalty: 4504.528320
	Iteration 2F: 3 clusters Score -996753.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -997106.250000 Penalty: 4504.528320
	Iteration 3F: 3 clusters Score -997106.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -997442.500000 Penalty: 4504.528320
	Iteration 4F: 3 clusters Score -997442.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -997750.250000 Penalty: 4504.528320
	Iteration 5F: 3 clusters Score -997750.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -998007.500000 Penalty: 4504.528320
	Iteration 6Q: 3 clusters Score -998007.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -998222.187500 Penalty: 4504.528320
	Iteration 7Q: 3 clusters Score -998222.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -998418.625000 Penalty: 4504.528320
	Iteration 8Q: 3 clusters Score -998418.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -998565.312500 Penalty: 4504.528320
	Iteration 9Q: 3 clusters Score -998565.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -998685.625000 Penalty: 4504.528320
	Iteration 10Q: 3 clusters Score -998685.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -998806.812500 Penalty: 4504.528320
	Iteration 11Q: 3 clusters Score -998806.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -998947.750000 Penalty: 4504.528320
	Iteration 12Q: 3 clusters Score -998947.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -999103.312500 Penalty: 4504.528320
	Iteration 13Q: 3 clusters Score -999103.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -999297.187500 Penalty: 4504.528320
	Iteration 14Q: 3 clusters Score -999297.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -999537.187500 Penalty: 4504.528320
	Iteration 15Q: 3 clusters Score -999537.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -999770.812500 Penalty: 4504.528320
	Iteration 16Q: 3 clusters Score -999770.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -999973.000000 Penalty: 4504.528320
	Iteration 17Q: 3 clusters Score -999973 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1000105.750000 Penalty: 4504.528320
	Iteration 18Q: 3 clusters Score -1000106 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1000189.000000 Penalty: 4504.528320
	Iteration 19Q: 3 clusters Score -1000189 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1000262.000000 Penalty: 4504.528320
	Iteration 20F: 3 clusters Score -1000262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1000326.187500 Penalty: 4504.528320
	Iteration 21Q: 3 clusters Score -1000326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1000385.125000 Penalty: 4504.528320
	Iteration 22Q: 3 clusters Score -1000385 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1000450.812500 Penalty: 4504.528320
	Iteration 23Q: 3 clusters Score -1000451 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1000520.375000 Penalty: 4504.528320
	Iteration 24Q: 3 clusters Score -1000520 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1000579.062500 Penalty: 4504.528320
	Iteration 25Q: 3 clusters Score -1000579 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1000617.750000 Penalty: 4504.528320
	Iteration 26Q: 3 clusters Score -1000618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1000645.250000 Penalty: 4504.528320
	Iteration 27Q: 3 clusters Score -1000645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1000658.562500 Penalty: 4504.528320
	Iteration 28Q: 3 clusters Score -1000659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1000669.750000 Penalty: 4504.528320
	Iteration 29Q: 3 clusters Score -1000670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1000672.937500 Penalty: 4504.528320
	Iteration 30Q: 3 clusters Score -1000673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1000681.562500 Penalty: 4504.528320
	Iteration 31Q: 3 clusters Score -1000682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1000686.812500 Penalty: 4504.528320
	Iteration 32Q: 3 clusters Score -1000687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1000688.500000 Penalty: 4504.528320
	Iteration 33Q: 3 clusters Score -1000688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1000693.750000 Penalty: 4504.528320
	Iteration 34Q: 3 clusters Score -1000694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1000692.437500 Penalty: 4504.528320
	Iteration 35Q: 3 clusters Score -1000692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1000695.562500 Penalty: 4504.528320
	Iteration 36Q: 3 clusters Score -1000696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1000696.750000 Penalty: 4504.528320
	Iteration 37Q: 3 clusters Score -1000697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1000697.125000 Penalty: 4504.528320
	Iteration 38Q: 3 clusters Score -1000697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1000696.687500 Penalty: 4504.528320
	Iteration 39Q: 3 clusters Score -1000697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1000696.687500 Penalty: 4504.528320
	Iteration 40F: 3 clusters Score -1000697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Entering Unmasked Estep 
Score: -1098554.125000 Penalty: 2271.782959
	Iteration 0F: 2 clusters Score -1098554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1091214.250000 Penalty: 4543.565918
	Iteration 0F: 3 clusters Score -1091214 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1093364.000000 Penalty: 4543.565918
	Iteration 1F: 3 clusters Score -1093364 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1093731.875000 Penalty: 4543.565918
	Iteration 2F: 3 clusters Score -1093732 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1094057.750000 Penalty: 4543.565918
	Iteration 3F: 3 clusters Score -1094058 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1094344.375000 Penalty: 4543.565918
	Iteration 4F: 3 clusters Score -1094344 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1094615.625000 Penalty: 4543.565918
	Iteration 5Q: 3 clusters Score -1094616 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1094902.125000 Penalty: 4543.565918
	Iteration 6Q: 3 clusters Score -1094902 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1095142.625000 Penalty: 4543.565918
	Iteration 7Q: 3 clusters Score -1095143 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1095334.875000 Penalty: 4543.565918
	Iteration 8Q: 3 clusters Score -1095335 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1095548.375000 Penalty: 4543.565918
	Iteration 9Q: 3 clusters Score -1095548 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1095722.500000 Penalty: 4543.565918
	Iteration 10Q: 3 clusters Score -1095722 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1095919.000000 Penalty: 4543.565918
	Iteration 11Q: 3 clusters Score -1095919 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1096152.125000 Penalty: 4543.565918
	Iteration 12Q: 3 clusters Score -1096152 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1096380.000000 Penalty: 4543.565918
	Iteration 13Q: 3 clusters Score -1096380 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1096562.125000 Penalty: 4543.565918
	Iteration 14Q: 3 clusters Score -1096562 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1096759.500000 Penalty: 4543.565918
	Iteration 15Q: 3 clusters Score -1096760 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1096932.375000 Penalty: 4543.565918
	Iteration 16Q: 3 clusters Score -1096932 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1097054.750000 Penalty: 4543.565918
	Iteration 17Q: 3 clusters Score -1097055 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1097145.375000 Penalty: 4543.565918
	Iteration 18Q: 3 clusters Score -1097145 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1097209.000000 Penalty: 4543.565918
	Iteration 19Q: 3 clusters Score -1097209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1097253.250000 Penalty: 4543.565918
	Iteration 20F: 3 clusters Score -1097253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1097290.375000 Penalty: 4543.565918
	Iteration 21Q: 3 clusters Score -1097290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1097326.625000 Penalty: 4543.565918
	Iteration 22Q: 3 clusters Score -1097327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1097358.625000 Penalty: 4543.565918
	Iteration 23Q: 3 clusters Score -1097359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1097410.500000 Penalty: 4543.565918
	Iteration 24Q: 3 clusters Score -1097410 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1097468.500000 Penalty: 4543.565918
	Iteration 25Q: 3 clusters Score -1097468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1097512.500000 Penalty: 4543.565918
	Iteration 26Q: 3 clusters Score -1097512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1097548.875000 Penalty: 4543.565918
	Iteration 27Q: 3 clusters Score -1097549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1097579.125000 Penalty: 4543.565918
	Iteration 28Q: 3 clusters Score -1097579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1097600.250000 Penalty: 4543.565918
	Iteration 29Q: 3 clusters Score -1097600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1097609.875000 Penalty: 4543.565918
	Iteration 30Q: 3 clusters Score -1097610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1097621.875000 Penalty: 4543.565918
	Iteration 31Q: 3 clusters Score -1097622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1097628.375000 Penalty: 4543.565918
	Iteration 32Q: 3 clusters Score -1097628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1097630.500000 Penalty: 4543.565918
	Iteration 33Q: 3 clusters Score -1097630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1097636.500000 Penalty: 4543.565918
	Iteration 34Q: 3 clusters Score -1097636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1097643.625000 Penalty: 4543.565918
	Iteration 35Q: 3 clusters Score -1097644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1097643.875000 Penalty: 4543.565918
	Iteration 36Q: 3 clusters Score -1097644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1097643.375000 Penalty: 4543.565918
	Iteration 37Q: 3 clusters Score -1097643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1097642.625000 Penalty: 4543.565918
	Iteration 38Q: 3 clusters Score -1097643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1097643.125000 Penalty: 4543.565918
	Iteration 39Q: 3 clusters Score -1097643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1097650.750000 Penalty: 4543.565918
	Iteration 40F: 3 clusters Score -1097651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1097651.250000 Penalty: 4543.565918
	Iteration 41Q: 3 clusters Score -1097651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1097654.500000 Penalty: 4543.565918
	Iteration 42Q: 3 clusters Score -1097654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1097655.250000 Penalty: 4543.565918
	Iteration 43Q: 3 clusters Score -1097655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1097655.625000 Penalty: 4543.565918
	Iteration 44Q: 3 clusters Score -1097656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1097653.750000 Penalty: 4543.565918
	Iteration 45Q: 3 clusters Score -1097654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1097655.625000 Penalty: 4543.565918
	Iteration 46Q: 3 clusters Score -1097656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1097657.250000 Penalty: 4543.565918
	Iteration 47Q: 3 clusters Score -1097657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1097657.750000 Penalty: 4543.565918
	Iteration 48Q: 3 clusters Score -1097658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1097657.375000 Penalty: 4543.565918
	Iteration 49Q: 3 clusters Score -1097657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1097658.000000 Penalty: 4543.565918
	Iteration 50Q: 3 clusters Score -1097658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1097658.500000 Penalty: 4543.565918
	Iteration 51Q: 3 clusters Score -1097658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1097659.375000 Penalty: 4543.565918
	Iteration 52Q: 3 clusters Score -1097659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1097659.375000 Penalty: 4543.565918
	Iteration 53F: 3 clusters Score -1097659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -94796.554688 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -94796.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93159.992188 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -93159.99 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93717.570312 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -93717.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -93924.742188 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -93924.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -94034.445312 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -94034.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94077.039062 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -94077.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94116.296875 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -94116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94135.539062 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -94135.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -94170.593750 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -94170.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94193.523438 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -94193.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -94208.312500 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -94208.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94216.875000 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -94216.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94218.640625 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -94218.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94224.406250 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -94224.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94224.406250 Penalty: 3242.917236
	Iteration 13F: 3 clusters Score -94224.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -246657.687500 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -246657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -244295.296875 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -244295.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -245059.250000 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -245059.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -245497.000000 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -245497 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -245814.109375 Penalty: 3709.452637
	Iteration 3F: 3 clusters Score -245814.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -246079.062500 Penalty: 3709.452637
	Iteration 4F: 3 clusters Score -246079.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -246387.031250 Penalty: 3709.452637
	Iteration 5F: 3 clusters Score -246387 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -246683.000000 Penalty: 3709.452637
	Iteration 6F: 3 clusters Score -246683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -246947.484375 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -246947.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -247117.765625 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -247117.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -247278.968750 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -247279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -247357.484375 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -247357.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -247376.406250 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -247376.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -247384.921875 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -247384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -247388.625000 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -247388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -247390.250000 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -247390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -247392.515625 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -247392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -247393.875000 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -247393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -247397.546875 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -247397.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -247403.421875 Penalty: 3709.452637
	Iteration 18Q: 3 clusters Score -247403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -247405.015625 Penalty: 3709.452637
	Iteration 19Q: 3 clusters Score -247405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -247405.593750 Penalty: 3709.452637
	Iteration 20F: 3 clusters Score -247405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -247407.031250 Penalty: 3709.452637
	Iteration 21Q: 3 clusters Score -247407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -247407.546875 Penalty: 3709.452637
	Iteration 22Q: 3 clusters Score -247407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -247408.078125 Penalty: 3709.452637
	Iteration 23Q: 3 clusters Score -247408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -247408.750000 Penalty: 3709.452637
	Iteration 24Q: 3 clusters Score -247408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -247408.750000 Penalty: 3709.452637
	Iteration 25F: 3 clusters Score -247408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49278 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27273 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81289 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104399 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 982 members 
Mstep: Class 37 contains 16055 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6630 members 
Mstep: Class 50 contains 190913 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27027 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6783 members 
Mstep: Class 57 contains 12679 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 788 members 
Entering Unmasked Estep 
Score: -133765704.000000 Penalty: 260018.453125
Splitting cluster 36 changes total score from -133766680.000000 to -133765704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (16055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Entering Unmasked Estep 
Score: -1874270.875000 Penalty: 2401.576416
	Iteration 0F: 2 clusters Score -1874271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1862736.625000 Penalty: 4803.152832
	Iteration 0F: 3 clusters Score -1862737 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1866652.375000 Penalty: 4803.152832
	Iteration 1F: 3 clusters Score -1866652 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1867274.875000 Penalty: 4803.152832
	Iteration 2F: 3 clusters Score -1867275 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1868015.500000 Penalty: 4803.152832
	Iteration 3F: 3 clusters Score -1868016 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1868900.875000 Penalty: 4803.152832
	Iteration 4F: 3 clusters Score -1868901 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1869814.375000 Penalty: 4803.152832
	Iteration 5F: 3 clusters Score -1869814 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1870637.125000 Penalty: 4803.152832
	Iteration 6F: 3 clusters Score -1870637 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1871425.500000 Penalty: 4803.152832
	Iteration 7F: 3 clusters Score -1871426 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1872113.625000 Penalty: 4803.152832
	Iteration 8F: 3 clusters Score -1872114 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1872745.875000 Penalty: 4803.152832
	Iteration 9Q: 3 clusters Score -1872746 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1873296.625000 Penalty: 4803.152832
	Iteration 10Q: 3 clusters Score -1873297 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1873690.500000 Penalty: 4803.152832
	Iteration 11Q: 3 clusters Score -1873690 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1873925.875000 Penalty: 4803.152832
	Iteration 12Q: 3 clusters Score -1873926 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1874052.000000 Penalty: 4803.152832
	Iteration 13Q: 3 clusters Score -1874052 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1874100.000000 Penalty: 4803.152832
	Iteration 14Q: 3 clusters Score -1874100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1874129.125000 Penalty: 4803.152832
	Iteration 15Q: 3 clusters Score -1874129 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1874141.375000 Penalty: 4803.152832
	Iteration 16Q: 3 clusters Score -1874141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1874148.625000 Penalty: 4803.152832
	Iteration 17Q: 3 clusters Score -1874149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1874160.500000 Penalty: 4803.152832
	Iteration 18Q: 3 clusters Score -1874160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1874163.000000 Penalty: 4803.152832
	Iteration 19Q: 3 clusters Score -1874163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1874163.125000 Penalty: 4803.152832
	Iteration 20F: 3 clusters Score -1874163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1874163.000000 Penalty: 4803.152832
	Iteration 21Q: 3 clusters Score -1874163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1874166.000000 Penalty: 4803.152832
	Iteration 22Q: 3 clusters Score -1874166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1874167.875000 Penalty: 4803.152832
	Iteration 23Q: 3 clusters Score -1874168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1874168.000000 Penalty: 4803.152832
	Iteration 24Q: 3 clusters Score -1874168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1874177.625000 Penalty: 4803.152832
	Iteration 25Q: 3 clusters Score -1874178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1874177.250000 Penalty: 4803.152832
	Iteration 26Q: 3 clusters Score -1874177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1874176.500000 Penalty: 4803.152832
	Iteration 27Q: 3 clusters Score -1874176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1874178.375000 Penalty: 4803.152832
	Iteration 28Q: 3 clusters Score -1874178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1874183.750000 Penalty: 4803.152832
	Iteration 29Q: 3 clusters Score -1874184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1874182.000000 Penalty: 4803.152832
	Iteration 30Q: 3 clusters Score -1874182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1874183.500000 Penalty: 4803.152832
	Iteration 31Q: 3 clusters Score -1874184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1874184.875000 Penalty: 4803.152832
	Iteration 32Q: 3 clusters Score -1874185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1874185.125000 Penalty: 4803.152832
	Iteration 33Q: 3 clusters Score -1874185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1874190.375000 Penalty: 4803.152832
	Iteration 34Q: 3 clusters Score -1874190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1874192.750000 Penalty: 4803.152832
	Iteration 35Q: 3 clusters Score -1874193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1874193.375000 Penalty: 4803.152832
	Iteration 36Q: 3 clusters Score -1874193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1874191.500000 Penalty: 4803.152832
	Iteration 37Q: 3 clusters Score -1874192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1874191.625000 Penalty: 4803.152832
	Iteration 38Q: 3 clusters Score -1874192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1874192.125000 Penalty: 4803.152832
	Iteration 39Q: 3 clusters Score -1874192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1874191.250000 Penalty: 4803.152832
	Iteration 40F: 3 clusters Score -1874191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1874193.375000 Penalty: 4803.152832
	Iteration 41Q: 3 clusters Score -1874193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1874192.125000 Penalty: 4803.152832
	Iteration 42Q: 3 clusters Score -1874192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1874193.250000 Penalty: 4803.152832
	Iteration 43Q: 3 clusters Score -1874193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1874193.250000 Penalty: 4803.152832
	Iteration 44F: 3 clusters Score -1874193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -359935.781250 Penalty: 1998.543579
	Iteration 0F: 2 clusters Score -359935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -356570.750000 Penalty: 3997.087158
	Iteration 0F: 3 clusters Score -356570.8 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -357294.656250 Penalty: 3997.087158
	Iteration 1F: 3 clusters Score -357294.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -357584.437500 Penalty: 3997.087158
	Iteration 2F: 3 clusters Score -357584.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -357794.687500 Penalty: 3997.087158
	Iteration 3F: 3 clusters Score -357794.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -357951.218750 Penalty: 3997.087158
	Iteration 4Q: 3 clusters Score -357951.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -358092.343750 Penalty: 3997.087158
	Iteration 5Q: 3 clusters Score -358092.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -358209.812500 Penalty: 3997.087158
	Iteration 6Q: 3 clusters Score -358209.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -358290.437500 Penalty: 3997.087158
	Iteration 7Q: 3 clusters Score -358290.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -358347.437500 Penalty: 3997.087158
	Iteration 8Q: 3 clusters Score -358347.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -358393.031250 Penalty: 3997.087158
	Iteration 9Q: 3 clusters Score -358393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -358425.156250 Penalty: 3997.087158
	Iteration 10Q: 3 clusters Score -358425.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -358446.500000 Penalty: 3997.087158
	Iteration 11Q: 3 clusters Score -358446.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -358463.125000 Penalty: 3997.087158
	Iteration 12Q: 3 clusters Score -358463.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -358483.625000 Penalty: 3997.087158
	Iteration 13Q: 3 clusters Score -358483.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -358491.093750 Penalty: 3997.087158
	Iteration 14Q: 3 clusters Score -358491.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -358496.437500 Penalty: 3997.087158
	Iteration 15Q: 3 clusters Score -358496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -358499.906250 Penalty: 3997.087158
	Iteration 16Q: 3 clusters Score -358499.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -358504.062500 Penalty: 3997.087158
	Iteration 17Q: 3 clusters Score -358504.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -358506.968750 Penalty: 3997.087158
	Iteration 18Q: 3 clusters Score -358507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -358511.187500 Penalty: 3997.087158
	Iteration 19Q: 3 clusters Score -358511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -358516.937500 Penalty: 3997.087158
	Iteration 20F: 3 clusters Score -358516.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -358524.625000 Penalty: 3997.087158
	Iteration 21Q: 3 clusters Score -358524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -358531.093750 Penalty: 3997.087158
	Iteration 22Q: 3 clusters Score -358531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -358535.437500 Penalty: 3997.087158
	Iteration 23Q: 3 clusters Score -358535.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -358540.781250 Penalty: 3997.087158
	Iteration 24Q: 3 clusters Score -358540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -358544.343750 Penalty: 3997.087158
	Iteration 25Q: 3 clusters Score -358544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -358549.125000 Penalty: 3997.087158
	Iteration 26Q: 3 clusters Score -358549.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -358558.218750 Penalty: 3997.087158
	Iteration 27Q: 3 clusters Score -358558.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -358567.156250 Penalty: 3997.087158
	Iteration 28Q: 3 clusters Score -358567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -358570.468750 Penalty: 3997.087158
	Iteration 29Q: 3 clusters Score -358570.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -358575.812500 Penalty: 3997.087158
	Iteration 30Q: 3 clusters Score -358575.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -358577.593750 Penalty: 3997.087158
	Iteration 31Q: 3 clusters Score -358577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -358581.500000 Penalty: 3997.087158
	Iteration 32Q: 3 clusters Score -358581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -358583.312500 Penalty: 3997.087158
	Iteration 33Q: 3 clusters Score -358583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -358585.906250 Penalty: 3997.087158
	Iteration 34Q: 3 clusters Score -358585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -358588.718750 Penalty: 3997.087158
	Iteration 35Q: 3 clusters Score -358588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -358589.406250 Penalty: 3997.087158
	Iteration 36Q: 3 clusters Score -358589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -358589.250000 Penalty: 3997.087158
	Iteration 37Q: 3 clusters Score -358589.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -358589.781250 Penalty: 3997.087158
	Iteration 38Q: 3 clusters Score -358589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -358589.781250 Penalty: 3997.087158
	Iteration 39F: 3 clusters Score -358589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -29058.148438 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -29058.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28086.554688 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -28086.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28395.900391 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -28395.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28480.878906 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -28480.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28540.083984 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -28540.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28605.201172 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -28605.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28632.724609 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -28632.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28653.828125 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -28653.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28674.220703 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -28674.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28695.318359 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -28695.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28710.244141 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -28710.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28715.214844 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -28715.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28715.214844 Penalty: 2846.937256
	Iteration 11F: 3 clusters Score -28715.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -189122.906250 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -189122.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186741.468750 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -186741.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -187112.890625 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -187112.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -187205.812500 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -187205.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187279.140625 Penalty: 3665.836182
	Iteration 3Q: 3 clusters Score -187279.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -187336.140625 Penalty: 3665.836182
	Iteration 4Q: 3 clusters Score -187336.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -187380.953125 Penalty: 3665.836182
	Iteration 5Q: 3 clusters Score -187381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -187406.000000 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -187406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -187423.812500 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -187423.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -187431.781250 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -187431.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187443.093750 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -187443.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187450.734375 Penalty: 3665.836182
	Iteration 10Q: 3 clusters Score -187450.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -187454.953125 Penalty: 3665.836182
	Iteration 11Q: 3 clusters Score -187455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187457.937500 Penalty: 3665.836182
	Iteration 12Q: 3 clusters Score -187457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187460.156250 Penalty: 3665.836182
	Iteration 13Q: 3 clusters Score -187460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187462.203125 Penalty: 3665.836182
	Iteration 14Q: 3 clusters Score -187462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187463.390625 Penalty: 3665.836182
	Iteration 15Q: 3 clusters Score -187463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187463.921875 Penalty: 3665.836182
	Iteration 16Q: 3 clusters Score -187463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187463.921875 Penalty: 3665.836182
	Iteration 17F: 3 clusters Score -187463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Entering Unmasked Estep 
Score: -648917.875000 Penalty: 2170.757812
	Iteration 0F: 2 clusters Score -648917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -643536.312500 Penalty: 4341.515625
	Iteration 0F: 3 clusters Score -643536.3 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -645048.625000 Penalty: 4341.515625
	Iteration 1F: 3 clusters Score -645048.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -645485.312500 Penalty: 4341.515625
	Iteration 2F: 3 clusters Score -645485.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -645912.812500 Penalty: 4341.515625
	Iteration 3F: 3 clusters Score -645912.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -646268.312500 Penalty: 4341.515625
	Iteration 4F: 3 clusters Score -646268.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -646541.375000 Penalty: 4341.515625
	Iteration 5F: 3 clusters Score -646541.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -646795.187500 Penalty: 4341.515625
	Iteration 6Q: 3 clusters Score -646795.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -646959.062500 Penalty: 4341.515625
	Iteration 7Q: 3 clusters Score -646959.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -647073.375000 Penalty: 4341.515625
	Iteration 8Q: 3 clusters Score -647073.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -647182.312500 Penalty: 4341.515625
	Iteration 9Q: 3 clusters Score -647182.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -647264.687500 Penalty: 4341.515625
	Iteration 10Q: 3 clusters Score -647264.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -647320.562500 Penalty: 4341.515625
	Iteration 11Q: 3 clusters Score -647320.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -647384.687500 Penalty: 4341.515625
	Iteration 12Q: 3 clusters Score -647384.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -647443.812500 Penalty: 4341.515625
	Iteration 13Q: 3 clusters Score -647443.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -647506.312500 Penalty: 4341.515625
	Iteration 14Q: 3 clusters Score -647506.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -647589.312500 Penalty: 4341.515625
	Iteration 15Q: 3 clusters Score -647589.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -647694.000000 Penalty: 4341.515625
	Iteration 16Q: 3 clusters Score -647694 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -647794.000000 Penalty: 4341.515625
	Iteration 17Q: 3 clusters Score -647794 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -647891.812500 Penalty: 4341.515625
	Iteration 18Q: 3 clusters Score -647891.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -647963.000000 Penalty: 4341.515625
	Iteration 19Q: 3 clusters Score -647963 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -648010.937500 Penalty: 4341.515625
	Iteration 20F: 3 clusters Score -648010.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -648051.562500 Penalty: 4341.515625
	Iteration 21Q: 3 clusters Score -648051.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -648085.187500 Penalty: 4341.515625
	Iteration 22Q: 3 clusters Score -648085.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -648099.125000 Penalty: 4341.515625
	Iteration 23Q: 3 clusters Score -648099.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -648114.687500 Penalty: 4341.515625
	Iteration 24Q: 3 clusters Score -648114.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -648132.375000 Penalty: 4341.515625
	Iteration 25Q: 3 clusters Score -648132.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -648140.937500 Penalty: 4341.515625
	Iteration 26Q: 3 clusters Score -648140.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -648148.687500 Penalty: 4341.515625
	Iteration 27Q: 3 clusters Score -648148.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -648158.375000 Penalty: 4341.515625
	Iteration 28Q: 3 clusters Score -648158.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -648164.750000 Penalty: 4341.515625
	Iteration 29Q: 3 clusters Score -648164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -648166.750000 Penalty: 4341.515625
	Iteration 30Q: 3 clusters Score -648166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -648167.125000 Penalty: 4341.515625
	Iteration 31Q: 3 clusters Score -648167.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -648169.375000 Penalty: 4341.515625
	Iteration 32Q: 3 clusters Score -648169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -648171.875000 Penalty: 4341.515625
	Iteration 33Q: 3 clusters Score -648171.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -648176.125000 Penalty: 4341.515625
	Iteration 34Q: 3 clusters Score -648176.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -648178.312500 Penalty: 4341.515625
	Iteration 35Q: 3 clusters Score -648178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -648177.125000 Penalty: 4341.515625
	Iteration 36Q: 3 clusters Score -648177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -648179.750000 Penalty: 4341.515625
	Iteration 37Q: 3 clusters Score -648179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -648179.750000 Penalty: 4341.515625
	Iteration 38F: 3 clusters Score -648179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Entering Unmasked Estep 
Score: -666839.250000 Penalty: 2147.785889
	Iteration 0F: 2 clusters Score -666839.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -661855.875000 Penalty: 4295.571777
	Iteration 0F: 3 clusters Score -661855.9 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -663152.375000 Penalty: 4295.571777
	Iteration 1F: 3 clusters Score -663152.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -663384.125000 Penalty: 4295.571777
	Iteration 2F: 3 clusters Score -663384.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -663550.125000 Penalty: 4295.571777
	Iteration 3F: 3 clusters Score -663550.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -663687.750000 Penalty: 4295.571777
	Iteration 4Q: 3 clusters Score -663687.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -663833.812500 Penalty: 4295.571777
	Iteration 5Q: 3 clusters Score -663833.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -664039.750000 Penalty: 4295.571777
	Iteration 6Q: 3 clusters Score -664039.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -664281.125000 Penalty: 4295.571777
	Iteration 7Q: 3 clusters Score -664281.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -664541.750000 Penalty: 4295.571777
	Iteration 8Q: 3 clusters Score -664541.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -664869.125000 Penalty: 4295.571777
	Iteration 9F: 3 clusters Score -664869.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -665175.562500 Penalty: 4295.571777
	Iteration 10Q: 3 clusters Score -665175.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -665397.375000 Penalty: 4295.571777
	Iteration 11Q: 3 clusters Score -665397.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -665533.812500 Penalty: 4295.571777
	Iteration 12Q: 3 clusters Score -665533.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -665625.875000 Penalty: 4295.571777
	Iteration 13Q: 3 clusters Score -665625.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -665696.375000 Penalty: 4295.571777
	Iteration 14Q: 3 clusters Score -665696.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -665755.875000 Penalty: 4295.571777
	Iteration 15Q: 3 clusters Score -665755.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -665804.000000 Penalty: 4295.571777
	Iteration 16Q: 3 clusters Score -665804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -665841.000000 Penalty: 4295.571777
	Iteration 17Q: 3 clusters Score -665841 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -665880.437500 Penalty: 4295.571777
	Iteration 18Q: 3 clusters Score -665880.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -665908.312500 Penalty: 4295.571777
	Iteration 19Q: 3 clusters Score -665908.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -665929.250000 Penalty: 4295.571777
	Iteration 20F: 3 clusters Score -665929.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -665940.937500 Penalty: 4295.571777
	Iteration 21Q: 3 clusters Score -665940.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -665949.750000 Penalty: 4295.571777
	Iteration 22Q: 3 clusters Score -665949.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -665959.250000 Penalty: 4295.571777
	Iteration 23Q: 3 clusters Score -665959.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -665962.812500 Penalty: 4295.571777
	Iteration 24Q: 3 clusters Score -665962.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -665967.812500 Penalty: 4295.571777
	Iteration 25Q: 3 clusters Score -665967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -665967.875000 Penalty: 4295.571777
	Iteration 26Q: 3 clusters Score -665967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -665970.187500 Penalty: 4295.571777
	Iteration 27Q: 3 clusters Score -665970.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -665973.062500 Penalty: 4295.571777
	Iteration 28Q: 3 clusters Score -665973.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -665973.687500 Penalty: 4295.571777
	Iteration 29Q: 3 clusters Score -665973.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -665975.125000 Penalty: 4295.571777
	Iteration 30Q: 3 clusters Score -665975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -665979.562500 Penalty: 4295.571777
	Iteration 31Q: 3 clusters Score -665979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -665979.875000 Penalty: 4295.571777
	Iteration 32Q: 3 clusters Score -665979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -665980.250000 Penalty: 4295.571777
	Iteration 33Q: 3 clusters Score -665980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -665980.375000 Penalty: 4295.571777
	Iteration 34Q: 3 clusters Score -665980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -665980.250000 Penalty: 4295.571777
	Iteration 35Q: 3 clusters Score -665980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -665981.437500 Penalty: 4295.571777
	Iteration 36Q: 3 clusters Score -665981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -665980.562500 Penalty: 4295.571777
	Iteration 37Q: 3 clusters Score -665980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -665982.250000 Penalty: 4295.571777
	Iteration 38Q: 3 clusters Score -665982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -665982.125000 Penalty: 4295.571777
	Iteration 39Q: 3 clusters Score -665982.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -665983.750000 Penalty: 4295.571777
	Iteration 40F: 3 clusters Score -665983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -665985.562500 Penalty: 4295.571777
	Iteration 41Q: 3 clusters Score -665985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -665985.312500 Penalty: 4295.571777
	Iteration 42Q: 3 clusters Score -665985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -665985.500000 Penalty: 4295.571777
	Iteration 43Q: 3 clusters Score -665985.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -665985.500000 Penalty: 4295.571777
	Iteration 44F: 3 clusters Score -665985.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Entering Unmasked Estep 
Score: -2907082.500000 Penalty: 2510.041748
	Iteration 0F: 2 clusters Score -2907082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2890001.500000 Penalty: 5020.083496
	Iteration 0F: 3 clusters Score -2890002 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2895866.750000 Penalty: 5020.083496
	Iteration 1F: 3 clusters Score -2895867 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2896252.500000 Penalty: 5020.083496
	Iteration 2Q: 3 clusters Score -2896252 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2896612.750000 Penalty: 5020.083496
	Iteration 3Q: 3 clusters Score -2896613 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2897021.500000 Penalty: 5020.083496
	Iteration 4Q: 3 clusters Score -2897022 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2897558.500000 Penalty: 5020.083496
	Iteration 5Q: 3 clusters Score -2897558 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2898150.750000 Penalty: 5020.083496
	Iteration 6F: 3 clusters Score -2898151 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2898879.250000 Penalty: 5020.083496
	Iteration 7F: 3 clusters Score -2898879 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2899676.500000 Penalty: 5020.083496
	Iteration 8F: 3 clusters Score -2899676 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2900510.250000 Penalty: 5020.083496
	Iteration 9F: 3 clusters Score -2900510 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2901274.000000 Penalty: 5020.083496
	Iteration 10F: 3 clusters Score -2901274 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2901974.000000 Penalty: 5020.083496
	Iteration 11Q: 3 clusters Score -2901974 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2902605.000000 Penalty: 5020.083496
	Iteration 12Q: 3 clusters Score -2902605 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2903167.000000 Penalty: 5020.083496
	Iteration 13Q: 3 clusters Score -2903167 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2903624.250000 Penalty: 5020.083496
	Iteration 14Q: 3 clusters Score -2903624 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2903979.250000 Penalty: 5020.083496
	Iteration 15Q: 3 clusters Score -2903979 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2904254.250000 Penalty: 5020.083496
	Iteration 16Q: 3 clusters Score -2904254 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2904445.750000 Penalty: 5020.083496
	Iteration 17Q: 3 clusters Score -2904446 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2904565.250000 Penalty: 5020.083496
	Iteration 18Q: 3 clusters Score -2904565 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2904670.750000 Penalty: 5020.083496
	Iteration 19Q: 3 clusters Score -2904671 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -2904743.250000 Penalty: 5020.083496
	Iteration 20F: 3 clusters Score -2904743 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2904808.000000 Penalty: 5020.083496
	Iteration 21Q: 3 clusters Score -2904808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -2904840.000000 Penalty: 5020.083496
	Iteration 22Q: 3 clusters Score -2904840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2904876.750000 Penalty: 5020.083496
	Iteration 23Q: 3 clusters Score -2904877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2904895.750000 Penalty: 5020.083496
	Iteration 24Q: 3 clusters Score -2904896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2904914.250000 Penalty: 5020.083496
	Iteration 25Q: 3 clusters Score -2904914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2904924.500000 Penalty: 5020.083496
	Iteration 26Q: 3 clusters Score -2904924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2904942.000000 Penalty: 5020.083496
	Iteration 27Q: 3 clusters Score -2904942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2904948.500000 Penalty: 5020.083496
	Iteration 28Q: 3 clusters Score -2904948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2904951.500000 Penalty: 5020.083496
	Iteration 29Q: 3 clusters Score -2904952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2904959.000000 Penalty: 5020.083496
	Iteration 30Q: 3 clusters Score -2904959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -2904962.500000 Penalty: 5020.083496
	Iteration 31Q: 3 clusters Score -2904962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2904964.250000 Penalty: 5020.083496
	Iteration 32Q: 3 clusters Score -2904964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2904967.750000 Penalty: 5020.083496
	Iteration 33Q: 3 clusters Score -2904968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2904974.250000 Penalty: 5020.083496
	Iteration 34Q: 3 clusters Score -2904974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2904974.500000 Penalty: 5020.083496
	Iteration 35Q: 3 clusters Score -2904974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -2904975.250000 Penalty: 5020.083496
	Iteration 36Q: 3 clusters Score -2904975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2904973.250000 Penalty: 5020.083496
	Iteration 37Q: 3 clusters Score -2904973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2904975.750000 Penalty: 5020.083496
	Iteration 38Q: 3 clusters Score -2904976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2904977.250000 Penalty: 5020.083496
	Iteration 39Q: 3 clusters Score -2904977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2904979.750000 Penalty: 5020.083496
	Iteration 40F: 3 clusters Score -2904980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -2904978.000000 Penalty: 5020.083496
	Iteration 41Q: 3 clusters Score -2904978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2904981.250000 Penalty: 5020.083496
	Iteration 42Q: 3 clusters Score -2904981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2904982.750000 Penalty: 5020.083496
	Iteration 43Q: 3 clusters Score -2904983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2904982.750000 Penalty: 5020.083496
	Iteration 44Q: 3 clusters Score -2904983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -2904987.000000 Penalty: 5020.083496
	Iteration 45Q: 3 clusters Score -2904987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2904988.250000 Penalty: 5020.083496
	Iteration 46Q: 3 clusters Score -2904988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2904988.250000 Penalty: 5020.083496
	Iteration 47F: 3 clusters Score -2904988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -111861.820312 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -111861.8 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 440 members 
Entering Unmasked Estep 
Score: -110162.726562 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -110162.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111016.226562 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -111016.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111505.601562 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -111505.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -111943.039062 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -111943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112075.226562 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -112075.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -112150.226562 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -112150.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112166.828125 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -112166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112168.234375 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -112168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112169.187500 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -112169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112172.398438 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -112172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112173.375000 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -112173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112176.695312 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -112176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112176.703125 Penalty: 3367.330078
	Iteration 12F: 3 clusters Score -112176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112185.335938 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -112185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112196.460938 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -112196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112199.195312 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -112199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112202.320312 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -112202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112206.250000 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -112206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112209.250000 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -112209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -112209.625000 Penalty: 3367.330078
	Iteration 19Q: 3 clusters Score -112209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112214.984375 Penalty: 3367.330078
	Iteration 20F: 3 clusters Score -112215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112223.695312 Penalty: 3367.330078
	Iteration 21Q: 3 clusters Score -112223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112229.453125 Penalty: 3367.330078
	Iteration 22Q: 3 clusters Score -112229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112234.156250 Penalty: 3367.330078
	Iteration 23Q: 3 clusters Score -112234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112237.882812 Penalty: 3367.330078
	Iteration 24Q: 3 clusters Score -112237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112237.882812 Penalty: 3367.330078
	Iteration 25F: 3 clusters Score -112237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49278 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27273 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81289 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104399 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16055 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 396 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6630 members 
Mstep: Class 50 contains 190913 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27027 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6783 members 
Mstep: Class 57 contains 12679 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 492 members 
Entering Unmasked Estep 
Score: -133765112.000000 Penalty: 260018.453125
Splitting cluster 44 changes total score from -133766680.000000 to -133765112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -603656.250000 Penalty: 2127.088623
	Iteration 0F: 2 clusters Score -603656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -598893.500000 Penalty: 4254.177246
	Iteration 0F: 3 clusters Score -598893.5 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -600006.750000 Penalty: 4254.177246
	Iteration 1F: 3 clusters Score -600006.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -600219.875000 Penalty: 4254.177246
	Iteration 2F: 3 clusters Score -600219.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -600371.437500 Penalty: 4254.177246
	Iteration 3F: 3 clusters Score -600371.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -600518.500000 Penalty: 4254.177246
	Iteration 4Q: 3 clusters Score -600518.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -600628.875000 Penalty: 4254.177246
	Iteration 5Q: 3 clusters Score -600628.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -600708.875000 Penalty: 4254.177246
	Iteration 6Q: 3 clusters Score -600708.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -600778.187500 Penalty: 4254.177246
	Iteration 7Q: 3 clusters Score -600778.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -600830.625000 Penalty: 4254.177246
	Iteration 8Q: 3 clusters Score -600830.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -600890.875000 Penalty: 4254.177246
	Iteration 9Q: 3 clusters Score -600890.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -600947.062500 Penalty: 4254.177246
	Iteration 10Q: 3 clusters Score -600947.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -601006.125000 Penalty: 4254.177246
	Iteration 11Q: 3 clusters Score -601006.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -601081.500000 Penalty: 4254.177246
	Iteration 12Q: 3 clusters Score -601081.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -601170.312500 Penalty: 4254.177246
	Iteration 13Q: 3 clusters Score -601170.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -601255.187500 Penalty: 4254.177246
	Iteration 14Q: 3 clusters Score -601255.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -601326.125000 Penalty: 4254.177246
	Iteration 15Q: 3 clusters Score -601326.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -601407.687500 Penalty: 4254.177246
	Iteration 16Q: 3 clusters Score -601407.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -601485.750000 Penalty: 4254.177246
	Iteration 17Q: 3 clusters Score -601485.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -601565.125000 Penalty: 4254.177246
	Iteration 18Q: 3 clusters Score -601565.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -601633.625000 Penalty: 4254.177246
	Iteration 19Q: 3 clusters Score -601633.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -601675.187500 Penalty: 4254.177246
	Iteration 20F: 3 clusters Score -601675.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -601716.875000 Penalty: 4254.177246
	Iteration 21Q: 3 clusters Score -601716.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -601751.062500 Penalty: 4254.177246
	Iteration 22Q: 3 clusters Score -601751.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -601775.000000 Penalty: 4254.177246
	Iteration 23Q: 3 clusters Score -601775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -601799.625000 Penalty: 4254.177246
	Iteration 24Q: 3 clusters Score -601799.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -601821.062500 Penalty: 4254.177246
	Iteration 25Q: 3 clusters Score -601821.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -601841.125000 Penalty: 4254.177246
	Iteration 26Q: 3 clusters Score -601841.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -601858.562500 Penalty: 4254.177246
	Iteration 27Q: 3 clusters Score -601858.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -601872.250000 Penalty: 4254.177246
	Iteration 28Q: 3 clusters Score -601872.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -601882.000000 Penalty: 4254.177246
	Iteration 29Q: 3 clusters Score -601882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -601891.562500 Penalty: 4254.177246
	Iteration 30Q: 3 clusters Score -601891.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -601900.500000 Penalty: 4254.177246
	Iteration 31Q: 3 clusters Score -601900.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -601907.750000 Penalty: 4254.177246
	Iteration 32Q: 3 clusters Score -601907.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -601919.062500 Penalty: 4254.177246
	Iteration 33Q: 3 clusters Score -601919.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -601928.625000 Penalty: 4254.177246
	Iteration 34Q: 3 clusters Score -601928.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -601940.187500 Penalty: 4254.177246
	Iteration 35Q: 3 clusters Score -601940.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -601951.500000 Penalty: 4254.177246
	Iteration 36Q: 3 clusters Score -601951.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -601971.625000 Penalty: 4254.177246
	Iteration 37Q: 3 clusters Score -601971.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -601994.437500 Penalty: 4254.177246
	Iteration 38Q: 3 clusters Score -601994.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -602013.000000 Penalty: 4254.177246
	Iteration 39Q: 3 clusters Score -602013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -602027.937500 Penalty: 4254.177246
	Iteration 40F: 3 clusters Score -602027.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -602050.875000 Penalty: 4254.177246
	Iteration 41Q: 3 clusters Score -602050.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -602083.187500 Penalty: 4254.177246
	Iteration 42Q: 3 clusters Score -602083.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -602128.562500 Penalty: 4254.177246
	Iteration 43Q: 3 clusters Score -602128.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -602173.250000 Penalty: 4254.177246
	Iteration 44Q: 3 clusters Score -602173.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -602229.437500 Penalty: 4254.177246
	Iteration 45Q: 3 clusters Score -602229.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -602269.062500 Penalty: 4254.177246
	Iteration 46Q: 3 clusters Score -602269.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -602298.875000 Penalty: 4254.177246
	Iteration 47Q: 3 clusters Score -602298.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -602316.750000 Penalty: 4254.177246
	Iteration 48Q: 3 clusters Score -602316.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -602327.937500 Penalty: 4254.177246
	Iteration 49Q: 3 clusters Score -602327.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -602334.562500 Penalty: 4254.177246
	Iteration 50Q: 3 clusters Score -602334.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -602334.750000 Penalty: 4254.177246
	Iteration 51Q: 3 clusters Score -602334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -602337.250000 Penalty: 4254.177246
	Iteration 52Q: 3 clusters Score -602337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -602338.000000 Penalty: 4254.177246
	Iteration 53Q: 3 clusters Score -602338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -602338.937500 Penalty: 4254.177246
	Iteration 54Q: 3 clusters Score -602338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -602338.250000 Penalty: 4254.177246
	Iteration 55Q: 3 clusters Score -602338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -602340.125000 Penalty: 4254.177246
	Iteration 56Q: 3 clusters Score -602340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -602341.500000 Penalty: 4254.177246
	Iteration 57Q: 3 clusters Score -602341.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -602342.875000 Penalty: 4254.177246
	Iteration 58Q: 3 clusters Score -602342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -602345.437500 Penalty: 4254.177246
	Iteration 59Q: 3 clusters Score -602345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -602346.125000 Penalty: 4254.177246
	Iteration 60F: 3 clusters Score -602346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -602347.375000 Penalty: 4254.177246
	Iteration 61Q: 3 clusters Score -602347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -602349.312500 Penalty: 4254.177246
	Iteration 62Q: 3 clusters Score -602349.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -602349.312500 Penalty: 4254.177246
	Iteration 63F: 3 clusters Score -602349.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -518014.406250 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -518014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -513757.843750 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -513757.8 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -514704.531250 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -514704.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -514897.656250 Penalty: 4170.170410
	Iteration 2F: 3 clusters Score -514897.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -515006.812500 Penalty: 4170.170410
	Iteration 3Q: 3 clusters Score -515006.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -515095.281250 Penalty: 4170.170410
	Iteration 4Q: 3 clusters Score -515095.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -515163.375000 Penalty: 4170.170410
	Iteration 5Q: 3 clusters Score -515163.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -515225.062500 Penalty: 4170.170410
	Iteration 6Q: 3 clusters Score -515225.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -515265.406250 Penalty: 4170.170410
	Iteration 7Q: 3 clusters Score -515265.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -515302.687500 Penalty: 4170.170410
	Iteration 8Q: 3 clusters Score -515302.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -515341.937500 Penalty: 4170.170410
	Iteration 9Q: 3 clusters Score -515341.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -515365.281250 Penalty: 4170.170410
	Iteration 10Q: 3 clusters Score -515365.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -515382.000000 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -515382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -515397.187500 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -515397.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -515411.250000 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -515411.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -515426.375000 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -515426.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -515439.468750 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -515439.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -515450.312500 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -515450.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -515460.187500 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -515460.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -515470.562500 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -515470.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -515474.406250 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -515474.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -515479.468750 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -515479.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -515486.187500 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -515486.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -515493.562500 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -515493.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -515504.062500 Penalty: 4170.170410
	Iteration 23Q: 3 clusters Score -515504.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -515516.843750 Penalty: 4170.170410
	Iteration 24Q: 3 clusters Score -515516.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -515528.812500 Penalty: 4170.170410
	Iteration 25Q: 3 clusters Score -515528.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -515552.531250 Penalty: 4170.170410
	Iteration 26Q: 3 clusters Score -515552.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -515573.500000 Penalty: 4170.170410
	Iteration 27Q: 3 clusters Score -515573.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -515592.593750 Penalty: 4170.170410
	Iteration 28Q: 3 clusters Score -515592.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -515618.625000 Penalty: 4170.170410
	Iteration 29Q: 3 clusters Score -515618.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -515646.031250 Penalty: 4170.170410
	Iteration 30Q: 3 clusters Score -515646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -515678.500000 Penalty: 4170.170410
	Iteration 31Q: 3 clusters Score -515678.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -515732.718750 Penalty: 4170.170410
	Iteration 32Q: 3 clusters Score -515732.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -515825.562500 Penalty: 4170.170410
	Iteration 33Q: 3 clusters Score -515825.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -515992.125000 Penalty: 4170.170410
	Iteration 34Q: 3 clusters Score -515992.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -516244.187500 Penalty: 4170.170410
	Iteration 35Q: 3 clusters Score -516244.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -516567.125000 Penalty: 4170.170410
	Iteration 36Q: 3 clusters Score -516567.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -516927.500000 Penalty: 4170.170410
	Iteration 37Q: 3 clusters Score -516927.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -517198.437500 Penalty: 4170.170410
	Iteration 38Q: 3 clusters Score -517198.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -517315.937500 Penalty: 4170.170410
	Iteration 39Q: 3 clusters Score -517315.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -517362.218750 Penalty: 4170.170410
	Iteration 40F: 3 clusters Score -517362.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -517377.343750 Penalty: 4170.170410
	Iteration 41Q: 3 clusters Score -517377.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -517379.125000 Penalty: 4170.170410
	Iteration 42Q: 3 clusters Score -517379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -517379.125000 Penalty: 4170.170410
	Iteration 43F: 3 clusters Score -517379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -33424.015625 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -33424.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32198.287109 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -32198.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32353.619141 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -32353.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32401.888672 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -32401.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32429.503906 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -32429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32440.681641 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -32440.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32450.210938 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -32450.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32475.607422 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -32475.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32513.994141 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -32513.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32548.576172 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -32548.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32563.398438 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -32563.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32590.398438 Penalty: 2877.850586
	Iteration 10Q: 3 clusters Score -32590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32657.501953 Penalty: 2877.850586
	Iteration 11Q: 3 clusters Score -32657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32669.548828 Penalty: 2877.850586
	Iteration 12Q: 3 clusters Score -32669.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32676.144531 Penalty: 2877.850586
	Iteration 13Q: 3 clusters Score -32676.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32679.498047 Penalty: 2877.850586
	Iteration 14Q: 3 clusters Score -32679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32684.029297 Penalty: 2877.850586
	Iteration 15Q: 3 clusters Score -32684.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32684.029297 Penalty: 2877.850586
	Iteration 16F: 3 clusters Score -32684.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Entering Unmasked Estep 
Score: -640887.687500 Penalty: 2139.259766
	Iteration 0F: 2 clusters Score -640887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -635961.500000 Penalty: 4278.519531
	Iteration 0F: 3 clusters Score -635961.5 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -637150.812500 Penalty: 4278.519531
	Iteration 1F: 3 clusters Score -637150.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -637343.437500 Penalty: 4278.519531
	Iteration 2F: 3 clusters Score -637343.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -637469.875000 Penalty: 4278.519531
	Iteration 3Q: 3 clusters Score -637469.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -637570.812500 Penalty: 4278.519531
	Iteration 4Q: 3 clusters Score -637570.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -637649.937500 Penalty: 4278.519531
	Iteration 5Q: 3 clusters Score -637649.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -637721.250000 Penalty: 4278.519531
	Iteration 6Q: 3 clusters Score -637721.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -637790.812500 Penalty: 4278.519531
	Iteration 7Q: 3 clusters Score -637790.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -637843.687500 Penalty: 4278.519531
	Iteration 8Q: 3 clusters Score -637843.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -637897.187500 Penalty: 4278.519531
	Iteration 9Q: 3 clusters Score -637897.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -637954.375000 Penalty: 4278.519531
	Iteration 10Q: 3 clusters Score -637954.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -638003.750000 Penalty: 4278.519531
	Iteration 11Q: 3 clusters Score -638003.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -638065.937500 Penalty: 4278.519531
	Iteration 12Q: 3 clusters Score -638065.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -638123.500000 Penalty: 4278.519531
	Iteration 13Q: 3 clusters Score -638123.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -638173.750000 Penalty: 4278.519531
	Iteration 14Q: 3 clusters Score -638173.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -638228.687500 Penalty: 4278.519531
	Iteration 15Q: 3 clusters Score -638228.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -638299.250000 Penalty: 4278.519531
	Iteration 16Q: 3 clusters Score -638299.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -638371.625000 Penalty: 4278.519531
	Iteration 17Q: 3 clusters Score -638371.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -638440.187500 Penalty: 4278.519531
	Iteration 18Q: 3 clusters Score -638440.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -638496.000000 Penalty: 4278.519531
	Iteration 19Q: 3 clusters Score -638496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -638542.187500 Penalty: 4278.519531
	Iteration 20F: 3 clusters Score -638542.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -638588.250000 Penalty: 4278.519531
	Iteration 21Q: 3 clusters Score -638588.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -638629.687500 Penalty: 4278.519531
	Iteration 22Q: 3 clusters Score -638629.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -638674.250000 Penalty: 4278.519531
	Iteration 23Q: 3 clusters Score -638674.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -638720.437500 Penalty: 4278.519531
	Iteration 24Q: 3 clusters Score -638720.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -638754.875000 Penalty: 4278.519531
	Iteration 25Q: 3 clusters Score -638754.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -638785.312500 Penalty: 4278.519531
	Iteration 26Q: 3 clusters Score -638785.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -638806.500000 Penalty: 4278.519531
	Iteration 27Q: 3 clusters Score -638806.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -638835.062500 Penalty: 4278.519531
	Iteration 28Q: 3 clusters Score -638835.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -638869.062500 Penalty: 4278.519531
	Iteration 29Q: 3 clusters Score -638869.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -638901.562500 Penalty: 4278.519531
	Iteration 30Q: 3 clusters Score -638901.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -638931.375000 Penalty: 4278.519531
	Iteration 31Q: 3 clusters Score -638931.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -638972.812500 Penalty: 4278.519531
	Iteration 32Q: 3 clusters Score -638972.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -639005.437500 Penalty: 4278.519531
	Iteration 33Q: 3 clusters Score -639005.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -639040.125000 Penalty: 4278.519531
	Iteration 34Q: 3 clusters Score -639040.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -639078.937500 Penalty: 4278.519531
	Iteration 35Q: 3 clusters Score -639078.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -639119.562500 Penalty: 4278.519531
	Iteration 36Q: 3 clusters Score -639119.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -639172.937500 Penalty: 4278.519531
	Iteration 37Q: 3 clusters Score -639172.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -639215.500000 Penalty: 4278.519531
	Iteration 38Q: 3 clusters Score -639215.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -639254.187500 Penalty: 4278.519531
	Iteration 39Q: 3 clusters Score -639254.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -639286.937500 Penalty: 4278.519531
	Iteration 40F: 3 clusters Score -639286.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -639311.062500 Penalty: 4278.519531
	Iteration 41Q: 3 clusters Score -639311.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -639330.187500 Penalty: 4278.519531
	Iteration 42Q: 3 clusters Score -639330.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -639352.000000 Penalty: 4278.519531
	Iteration 43Q: 3 clusters Score -639352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -639380.812500 Penalty: 4278.519531
	Iteration 44Q: 3 clusters Score -639380.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -639407.062500 Penalty: 4278.519531
	Iteration 45Q: 3 clusters Score -639407.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -639429.937500 Penalty: 4278.519531
	Iteration 46Q: 3 clusters Score -639429.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -639457.250000 Penalty: 4278.519531
	Iteration 47Q: 3 clusters Score -639457.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -639483.187500 Penalty: 4278.519531
	Iteration 48Q: 3 clusters Score -639483.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -639512.000000 Penalty: 4278.519531
	Iteration 49Q: 3 clusters Score -639512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -639542.250000 Penalty: 4278.519531
	Iteration 50Q: 3 clusters Score -639542.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -639582.125000 Penalty: 4278.519531
	Iteration 51Q: 3 clusters Score -639582.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -639633.125000 Penalty: 4278.519531
	Iteration 52Q: 3 clusters Score -639633.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -639698.875000 Penalty: 4278.519531
	Iteration 53Q: 3 clusters Score -639698.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -639768.625000 Penalty: 4278.519531
	Iteration 54Q: 3 clusters Score -639768.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -639842.125000 Penalty: 4278.519531
	Iteration 55Q: 3 clusters Score -639842.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -639908.750000 Penalty: 4278.519531
	Iteration 56Q: 3 clusters Score -639908.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -639981.750000 Penalty: 4278.519531
	Iteration 57Q: 3 clusters Score -639981.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -640053.062500 Penalty: 4278.519531
	Iteration 58Q: 3 clusters Score -640053.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -640104.125000 Penalty: 4278.519531
	Iteration 59Q: 3 clusters Score -640104.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -640149.187500 Penalty: 4278.519531
	Iteration 60F: 3 clusters Score -640149.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -640190.937500 Penalty: 4278.519531
	Iteration 61Q: 3 clusters Score -640190.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -640224.250000 Penalty: 4278.519531
	Iteration 62Q: 3 clusters Score -640224.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -640239.500000 Penalty: 4278.519531
	Iteration 63Q: 3 clusters Score -640239.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -640245.375000 Penalty: 4278.519531
	Iteration 64Q: 3 clusters Score -640245.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -640252.187500 Penalty: 4278.519531
	Iteration 65Q: 3 clusters Score -640252.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -640259.125000 Penalty: 4278.519531
	Iteration 66Q: 3 clusters Score -640259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -640265.000000 Penalty: 4278.519531
	Iteration 67Q: 3 clusters Score -640265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -640270.687500 Penalty: 4278.519531
	Iteration 68Q: 3 clusters Score -640270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -640271.812500 Penalty: 4278.519531
	Iteration 69Q: 3 clusters Score -640271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -640273.750000 Penalty: 4278.519531
	Iteration 70Q: 3 clusters Score -640273.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -640273.312500 Penalty: 4278.519531
	Iteration 71Q: 3 clusters Score -640273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -640275.187500 Penalty: 4278.519531
	Iteration 72Q: 3 clusters Score -640275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -640276.437500 Penalty: 4278.519531
	Iteration 73Q: 3 clusters Score -640276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -640277.062500 Penalty: 4278.519531
	Iteration 74Q: 3 clusters Score -640277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -640277.000000 Penalty: 4278.519531
	Iteration 75Q: 3 clusters Score -640277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -640277.000000 Penalty: 4278.519531
	Iteration 76F: 3 clusters Score -640277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -774671.562500 Penalty: 2182.241455
	Iteration 0F: 2 clusters Score -774671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -769193.562500 Penalty: 4364.482910
	Iteration 0F: 3 clusters Score -769193.6 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -770605.437500 Penalty: 4364.482910
	Iteration 1F: 3 clusters Score -770605.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -770822.312500 Penalty: 4364.482910
	Iteration 2F: 3 clusters Score -770822.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -770970.937500 Penalty: 4364.482910
	Iteration 3Q: 3 clusters Score -770970.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -771084.687500 Penalty: 4364.482910
	Iteration 4Q: 3 clusters Score -771084.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -771178.500000 Penalty: 4364.482910
	Iteration 5Q: 3 clusters Score -771178.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -771273.812500 Penalty: 4364.482910
	Iteration 6Q: 3 clusters Score -771273.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -771358.125000 Penalty: 4364.482910
	Iteration 7Q: 3 clusters Score -771358.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -771456.250000 Penalty: 4364.482910
	Iteration 8Q: 3 clusters Score -771456.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -771575.937500 Penalty: 4364.482910
	Iteration 9Q: 3 clusters Score -771575.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -771700.250000 Penalty: 4364.482910
	Iteration 10Q: 3 clusters Score -771700.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -771823.875000 Penalty: 4364.482910
	Iteration 11Q: 3 clusters Score -771823.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -771960.937500 Penalty: 4364.482910
	Iteration 12Q: 3 clusters Score -771960.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -772100.750000 Penalty: 4364.482910
	Iteration 13Q: 3 clusters Score -772100.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -772216.062500 Penalty: 4364.482910
	Iteration 14Q: 3 clusters Score -772216.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -772318.312500 Penalty: 4364.482910
	Iteration 15Q: 3 clusters Score -772318.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -772407.500000 Penalty: 4364.482910
	Iteration 16Q: 3 clusters Score -772407.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -772486.375000 Penalty: 4364.482910
	Iteration 17Q: 3 clusters Score -772486.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -772551.750000 Penalty: 4364.482910
	Iteration 18Q: 3 clusters Score -772551.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -772605.500000 Penalty: 4364.482910
	Iteration 19Q: 3 clusters Score -772605.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -772646.000000 Penalty: 4364.482910
	Iteration 20F: 3 clusters Score -772646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -772677.812500 Penalty: 4364.482910
	Iteration 21Q: 3 clusters Score -772677.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -772707.500000 Penalty: 4364.482910
	Iteration 22Q: 3 clusters Score -772707.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -772725.000000 Penalty: 4364.482910
	Iteration 23Q: 3 clusters Score -772725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -772737.875000 Penalty: 4364.482910
	Iteration 24Q: 3 clusters Score -772737.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -772754.125000 Penalty: 4364.482910
	Iteration 25Q: 3 clusters Score -772754.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -772761.750000 Penalty: 4364.482910
	Iteration 26Q: 3 clusters Score -772761.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -772772.500000 Penalty: 4364.482910
	Iteration 27Q: 3 clusters Score -772772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -772776.875000 Penalty: 4364.482910
	Iteration 28Q: 3 clusters Score -772776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -772778.750000 Penalty: 4364.482910
	Iteration 29Q: 3 clusters Score -772778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -772784.187500 Penalty: 4364.482910
	Iteration 30Q: 3 clusters Score -772784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -772785.812500 Penalty: 4364.482910
	Iteration 31Q: 3 clusters Score -772785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -772787.062500 Penalty: 4364.482910
	Iteration 32Q: 3 clusters Score -772787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -772788.812500 Penalty: 4364.482910
	Iteration 33Q: 3 clusters Score -772788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -772790.812500 Penalty: 4364.482910
	Iteration 34Q: 3 clusters Score -772790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -772790.937500 Penalty: 4364.482910
	Iteration 35Q: 3 clusters Score -772790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -772790.937500 Penalty: 4364.482910
	Iteration 36F: 3 clusters Score -772790.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (190913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190913 members 
Entering Unmasked Estep 
Score: -22513648.000000 Penalty: 3015.574219
	Iteration 0F: 2 clusters Score -2.251365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -22388880.000000 Penalty: 6031.148438
	Iteration 0F: 3 clusters Score -2.238888e+07 nChanged 91466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -22443018.000000 Penalty: 6031.148438
	Iteration 1F: 3 clusters Score -2.244302e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 95283 members 
Entering Unmasked Estep 
Score: -22444572.000000 Penalty: 6031.148438
	Iteration 2Q: 3 clusters Score -2.244457e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 95245 members 
Entering Unmasked Estep 
Score: -22446784.000000 Penalty: 6031.148438
	Iteration 3Q: 3 clusters Score -2.244678e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -22449914.000000 Penalty: 6031.148438
	Iteration 4Q: 3 clusters Score -2.244991e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -22453424.000000 Penalty: 6031.148438
	Iteration 5Q: 3 clusters Score -2.245342e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95844 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -22458066.000000 Penalty: 6031.148438
	Iteration 6F: 3 clusters Score -2.245807e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -22462604.000000 Penalty: 6031.148438
	Iteration 7F: 3 clusters Score -2.24626e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -22466634.000000 Penalty: 6031.148438
	Iteration 8Q: 3 clusters Score -2.246663e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94137 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -22469890.000000 Penalty: 6031.148438
	Iteration 9Q: 3 clusters Score -2.246989e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -22472744.000000 Penalty: 6031.148438
	Iteration 10Q: 3 clusters Score -2.247274e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -22475232.000000 Penalty: 6031.148438
	Iteration 11Q: 3 clusters Score -2.247523e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -22477790.000000 Penalty: 6031.148438
	Iteration 12Q: 3 clusters Score -2.247779e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -22480244.000000 Penalty: 6031.148438
	Iteration 13Q: 3 clusters Score -2.248024e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -22482772.000000 Penalty: 6031.148438
	Iteration 14Q: 3 clusters Score -2.248277e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 109437 members 
Entering Unmasked Estep 
Score: -22484696.000000 Penalty: 6031.148438
	Iteration 15Q: 3 clusters Score -2.24847e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 111094 members 
Entering Unmasked Estep 
Score: -22485956.000000 Penalty: 6031.148438
	Iteration 16Q: 3 clusters Score -2.248596e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -22486810.000000 Penalty: 6031.148438
	Iteration 17Q: 3 clusters Score -2.248681e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 113994 members 
Entering Unmasked Estep 
Score: -22487380.000000 Penalty: 6031.148438
	Iteration 18Q: 3 clusters Score -2.248738e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 115320 members 
Entering Unmasked Estep 
Score: -22487800.000000 Penalty: 6031.148438
	Iteration 19Q: 3 clusters Score -2.24878e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 116689 members 
Entering Unmasked Estep 
Score: -22488166.000000 Penalty: 6031.148438
	Iteration 20F: 3 clusters Score -2.248817e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 118073 members 
Entering Unmasked Estep 
Score: -22488364.000000 Penalty: 6031.148438
	Iteration 21Q: 3 clusters Score -2.248836e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 119453 members 
Entering Unmasked Estep 
Score: -22488524.000000 Penalty: 6031.148438
	Iteration 22Q: 3 clusters Score -2.248852e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 120931 members 
Entering Unmasked Estep 
Score: -22488822.000000 Penalty: 6031.148438
	Iteration 23Q: 3 clusters Score -2.248882e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 122465 members 
Entering Unmasked Estep 
Score: -22489194.000000 Penalty: 6031.148438
	Iteration 24Q: 3 clusters Score -2.248919e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 124017 members 
Entering Unmasked Estep 
Score: -22489418.000000 Penalty: 6031.148438
	Iteration 25Q: 3 clusters Score -2.248942e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 125610 members 
Entering Unmasked Estep 
Score: -22489768.000000 Penalty: 6031.148438
	Iteration 26Q: 3 clusters Score -2.248977e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 127280 members 
Entering Unmasked Estep 
Score: -22490104.000000 Penalty: 6031.148438
	Iteration 27Q: 3 clusters Score -2.24901e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 129071 members 
Entering Unmasked Estep 
Score: -22490464.000000 Penalty: 6031.148438
	Iteration 28Q: 3 clusters Score -2.249046e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 130960 members 
Entering Unmasked Estep 
Score: -22490986.000000 Penalty: 6031.148438
	Iteration 29Q: 3 clusters Score -2.249099e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 132968 members 
Entering Unmasked Estep 
Score: -22491332.000000 Penalty: 6031.148438
	Iteration 30Q: 3 clusters Score -2.249133e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 135024 members 
Entering Unmasked Estep 
Score: -22491750.000000 Penalty: 6031.148438
	Iteration 31Q: 3 clusters Score -2.249175e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 137255 members 
Entering Unmasked Estep 
Score: -22492120.000000 Penalty: 6031.148438
	Iteration 32Q: 3 clusters Score -2.249212e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 139625 members 
Entering Unmasked Estep 
Score: -22492642.000000 Penalty: 6031.148438
	Iteration 33Q: 3 clusters Score -2.249264e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 142065 members 
Entering Unmasked Estep 
Score: -22493186.000000 Penalty: 6031.148438
	Iteration 34Q: 3 clusters Score -2.249319e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -22493808.000000 Penalty: 6031.148438
	Iteration 35Q: 3 clusters Score -2.249381e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 147268 members 
Entering Unmasked Estep 
Score: -22494444.000000 Penalty: 6031.148438
	Iteration 36Q: 3 clusters Score -2.249444e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -22495138.000000 Penalty: 6031.148438
	Iteration 37Q: 3 clusters Score -2.249514e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -22495920.000000 Penalty: 6031.148438
	Iteration 38Q: 3 clusters Score -2.249592e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 155582 members 
Entering Unmasked Estep 
Score: -22496844.000000 Penalty: 6031.148438
	Iteration 39Q: 3 clusters Score -2.249684e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 158387 members 
Entering Unmasked Estep 
Score: -22497826.000000 Penalty: 6031.148438
	Iteration 40F: 3 clusters Score -2.249783e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 161344 members 
Entering Unmasked Estep 
Score: -22498848.000000 Penalty: 6031.148438
	Iteration 41Q: 3 clusters Score -2.249885e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 164410 members 
Entering Unmasked Estep 
Score: -22500050.000000 Penalty: 6031.148438
	Iteration 42Q: 3 clusters Score -2.250005e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 167541 members 
Entering Unmasked Estep 
Score: -22501510.000000 Penalty: 6031.148438
	Iteration 43Q: 3 clusters Score -2.250151e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 170735 members 
Entering Unmasked Estep 
Score: -22502860.000000 Penalty: 6031.148438
	Iteration 44Q: 3 clusters Score -2.250286e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 173814 members 
Entering Unmasked Estep 
Score: -22504174.000000 Penalty: 6031.148438
	Iteration 45Q: 3 clusters Score -2.250417e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 176768 members 
Entering Unmasked Estep 
Score: -22505580.000000 Penalty: 6031.148438
	Iteration 46Q: 3 clusters Score -2.250558e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 179456 members 
Entering Unmasked Estep 
Score: -22506798.000000 Penalty: 6031.148438
	Iteration 47Q: 3 clusters Score -2.25068e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 181805 members 
Entering Unmasked Estep 
Score: -22508080.000000 Penalty: 6031.148438
	Iteration 48Q: 3 clusters Score -2.250808e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 183715 members 
Entering Unmasked Estep 
Score: -22509080.000000 Penalty: 6031.148438
	Iteration 49Q: 3 clusters Score -2.250908e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 185168 members 
Entering Unmasked Estep 
Score: -22509812.000000 Penalty: 6031.148438
	Iteration 50Q: 3 clusters Score -2.250981e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 186250 members 
Entering Unmasked Estep 
Score: -22510354.000000 Penalty: 6031.148438
	Iteration 51Q: 3 clusters Score -2.251035e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 187046 members 
Entering Unmasked Estep 
Score: -22510878.000000 Penalty: 6031.148438
	Iteration 52Q: 3 clusters Score -2.251088e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 187590 members 
Entering Unmasked Estep 
Score: -22511278.000000 Penalty: 6031.148438
	Iteration 53Q: 3 clusters Score -2.251128e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 187959 members 
Entering Unmasked Estep 
Score: -22511548.000000 Penalty: 6031.148438
	Iteration 54Q: 3 clusters Score -2.251155e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 188199 members 
Entering Unmasked Estep 
Score: -22511820.000000 Penalty: 6031.148438
	Iteration 55Q: 3 clusters Score -2.251182e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 188344 members 
Entering Unmasked Estep 
Score: -22511906.000000 Penalty: 6031.148438
	Iteration 56Q: 3 clusters Score -2.251191e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 188457 members 
Entering Unmasked Estep 
Score: -22511994.000000 Penalty: 6031.148438
	Iteration 57Q: 3 clusters Score -2.251199e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 188557 members 
Entering Unmasked Estep 
Score: -22512046.000000 Penalty: 6031.148438
	Iteration 58Q: 3 clusters Score -2.251205e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 188639 members 
Entering Unmasked Estep 
Score: -22512092.000000 Penalty: 6031.148438
	Iteration 59Q: 3 clusters Score -2.251209e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 188701 members 
Entering Unmasked Estep 
Score: -22512132.000000 Penalty: 6031.148438
	Iteration 60F: 3 clusters Score -2.251213e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 188759 members 
Entering Unmasked Estep 
Score: -22512110.000000 Penalty: 6031.148438
	Iteration 61Q: 3 clusters Score -2.251211e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 188817 members 
Entering Unmasked Estep 
Score: -22512148.000000 Penalty: 6031.148438
	Iteration 62Q: 3 clusters Score -2.251215e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 188858 members 
Entering Unmasked Estep 
Score: -22512164.000000 Penalty: 6031.148438
	Iteration 63Q: 3 clusters Score -2.251216e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 188894 members 
Entering Unmasked Estep 
Score: -22512158.000000 Penalty: 6031.148438
	Iteration 64Q: 3 clusters Score -2.251216e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 188930 members 
Entering Unmasked Estep 
Score: -22512158.000000 Penalty: 6031.148438
	Iteration 65Q: 3 clusters Score -2.251216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 188947 members 
Entering Unmasked Estep 
Score: -22512168.000000 Penalty: 6031.148438
	Iteration 66Q: 3 clusters Score -2.251217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 188963 members 
Entering Unmasked Estep 
Score: -22512192.000000 Penalty: 6031.148438
	Iteration 67Q: 3 clusters Score -2.251219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 188969 members 
Entering Unmasked Estep 
Score: -22512206.000000 Penalty: 6031.148438
	Iteration 68Q: 3 clusters Score -2.251221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 188970 members 
Entering Unmasked Estep 
Score: -22512196.000000 Penalty: 6031.148438
	Iteration 69Q: 3 clusters Score -2.25122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 188974 members 
Entering Unmasked Estep 
Score: -22512202.000000 Penalty: 6031.148438
	Iteration 70Q: 3 clusters Score -2.25122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 188977 members 
Entering Unmasked Estep 
Score: -22512208.000000 Penalty: 6031.148438
	Iteration 71Q: 3 clusters Score -2.251221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 188980 members 
Entering Unmasked Estep 
Score: -22512202.000000 Penalty: 6031.148438
	Iteration 72Q: 3 clusters Score -2.25122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 188983 members 
Entering Unmasked Estep 
Score: -22512194.000000 Penalty: 6031.148438
	Iteration 73Q: 3 clusters Score -2.251219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 188983 members 
Entering Unmasked Estep 
Score: -22512192.000000 Penalty: 6031.148438
	Iteration 74Q: 3 clusters Score -2.251219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 188984 members 
Entering Unmasked Estep 
Score: -22512194.000000 Penalty: 6031.148438
	Iteration 75Q: 3 clusters Score -2.251219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 188986 members 
Entering Unmasked Estep 
Score: -22512204.000000 Penalty: 6031.148438
	Iteration 76Q: 3 clusters Score -2.25122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 188989 members 
Entering Unmasked Estep 
Score: -22512210.000000 Penalty: 6031.148438
	Iteration 77Q: 3 clusters Score -2.251221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 188992 members 
Entering Unmasked Estep 
Score: -22512206.000000 Penalty: 6031.148438
	Iteration 78Q: 3 clusters Score -2.251221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 188994 members 
Entering Unmasked Estep 
Score: -22512214.000000 Penalty: 6031.148438
	Iteration 79Q: 3 clusters Score -2.251221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 188998 members 
Entering Unmasked Estep 
Score: -22512218.000000 Penalty: 6031.148438
	Iteration 80F: 3 clusters Score -2.251222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 189000 members 
Entering Unmasked Estep 
Score: -22512218.000000 Penalty: 6031.148438
	Iteration 81Q: 3 clusters Score -2.251222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 189002 members 
Entering Unmasked Estep 
Score: -22512214.000000 Penalty: 6031.148438
	Iteration 82Q: 3 clusters Score -2.251221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 189004 members 
Entering Unmasked Estep 
Score: -22512206.000000 Penalty: 6031.148438
	Iteration 83Q: 3 clusters Score -2.251221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 189005 members 
Entering Unmasked Estep 
Score: -22512200.000000 Penalty: 6031.148438
	Iteration 84Q: 3 clusters Score -2.25122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 189006 members 
Entering Unmasked Estep 
Score: -22512202.000000 Penalty: 6031.148438
	Iteration 85Q: 3 clusters Score -2.25122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 189006 members 
Entering Unmasked Estep 
Score: -22512202.000000 Penalty: 6031.148438
	Iteration 86F: 3 clusters Score -2.25122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -323585.187500 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -323585.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -320436.625000 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -320436.6 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -321070.218750 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -321070.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -321221.750000 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -321221.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -321327.093750 Penalty: 3935.696289
	Iteration 3Q: 3 clusters Score -321327.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -321388.343750 Penalty: 3935.696289
	Iteration 4Q: 3 clusters Score -321388.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -321433.187500 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -321433.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -321477.750000 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -321477.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -321521.937500 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -321521.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -321574.937500 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -321574.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -321627.968750 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -321628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -321673.218750 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -321673.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -321718.593750 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -321718.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -321753.906250 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -321753.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -321781.937500 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -321781.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -321802.468750 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -321802.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -321824.968750 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -321825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -321847.843750 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -321847.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -321866.812500 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -321866.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -321884.343750 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -321884.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -321901.875000 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -321901.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -321929.250000 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -321929.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -321966.437500 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -321966.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -321998.781250 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -321998.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -322028.000000 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -322028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -322048.156250 Penalty: 3935.696289
	Iteration 24Q: 3 clusters Score -322048.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -322060.156250 Penalty: 3935.696289
	Iteration 25Q: 3 clusters Score -322060.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -322071.656250 Penalty: 3935.696289
	Iteration 26Q: 3 clusters Score -322071.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -322082.593750 Penalty: 3935.696289
	Iteration 27Q: 3 clusters Score -322082.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -322096.968750 Penalty: 3935.696289
	Iteration 28Q: 3 clusters Score -322097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -322104.375000 Penalty: 3935.696289
	Iteration 29Q: 3 clusters Score -322104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -322109.281250 Penalty: 3935.696289
	Iteration 30Q: 3 clusters Score -322109.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -322114.968750 Penalty: 3935.696289
	Iteration 31Q: 3 clusters Score -322115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -322120.906250 Penalty: 3935.696289
	Iteration 32Q: 3 clusters Score -322120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -322121.656250 Penalty: 3935.696289
	Iteration 33Q: 3 clusters Score -322121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -322122.937500 Penalty: 3935.696289
	Iteration 34Q: 3 clusters Score -322122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -322124.343750 Penalty: 3935.696289
	Iteration 35Q: 3 clusters Score -322124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -322124.343750 Penalty: 3935.696289
	Iteration 36F: 3 clusters Score -322124.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -270552.437500 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -270552.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -267695.531250 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -267695.5 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -268243.000000 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -268243 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -268384.031250 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -268384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -268452.000000 Penalty: 3852.142822
	Iteration 3Q: 3 clusters Score -268452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -268499.875000 Penalty: 3852.142822
	Iteration 4Q: 3 clusters Score -268499.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -268528.500000 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -268528.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -268553.250000 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -268553.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -268569.156250 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -268569.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -268581.781250 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -268581.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -268589.343750 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -268589.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -268597.781250 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -268597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -268606.187500 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -268606.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -268613.031250 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -268613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -268620.437500 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -268620.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -268629.687500 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -268629.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -268636.593750 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -268636.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -268642.000000 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -268642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -268649.343750 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -268649.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -268654.781250 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -268654.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -268658.031250 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -268658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -268660.406250 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -268660.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -268662.531250 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -268662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -268664.468750 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -268664.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268665.843750 Penalty: 3852.142822
	Iteration 23Q: 3 clusters Score -268665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268668.468750 Penalty: 3852.142822
	Iteration 24Q: 3 clusters Score -268668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268671.843750 Penalty: 3852.142822
	Iteration 25Q: 3 clusters Score -268671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -268677.500000 Penalty: 3852.142822
	Iteration 26Q: 3 clusters Score -268677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -268680.187500 Penalty: 3852.142822
	Iteration 27Q: 3 clusters Score -268680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -268683.031250 Penalty: 3852.142822
	Iteration 28Q: 3 clusters Score -268683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -268684.250000 Penalty: 3852.142822
	Iteration 29Q: 3 clusters Score -268684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -268686.281250 Penalty: 3852.142822
	Iteration 30Q: 3 clusters Score -268686.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -268691.187500 Penalty: 3852.142822
	Iteration 31Q: 3 clusters Score -268691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -268693.375000 Penalty: 3852.142822
	Iteration 32Q: 3 clusters Score -268693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -268695.843750 Penalty: 3852.142822
	Iteration 33Q: 3 clusters Score -268695.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -268696.437500 Penalty: 3852.142822
	Iteration 34Q: 3 clusters Score -268696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -268697.531250 Penalty: 3852.142822
	Iteration 35Q: 3 clusters Score -268697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -268698.875000 Penalty: 3852.142822
	Iteration 36Q: 3 clusters Score -268698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -268699.187500 Penalty: 3852.142822
	Iteration 37Q: 3 clusters Score -268699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -268699.187500 Penalty: 3852.142822
	Iteration 38F: 3 clusters Score -268699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -101229.453125 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -101229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99573.421875 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -99573.42 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99861.703125 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -99861.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100043.031250 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -100043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -100216.101562 Penalty: 3214.102051
	Iteration 3F: 3 clusters Score -100216.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100351.000000 Penalty: 3214.102051
	Iteration 4F: 3 clusters Score -100351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100466.835938 Penalty: 3214.102051
	Iteration 5F: 3 clusters Score -100466.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100543.531250 Penalty: 3214.102051
	Iteration 6Q: 3 clusters Score -100543.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100584.289062 Penalty: 3214.102051
	Iteration 7Q: 3 clusters Score -100584.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100626.562500 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -100626.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100668.343750 Penalty: 3214.102051
	Iteration 9Q: 3 clusters Score -100668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100700.257812 Penalty: 3214.102051
	Iteration 10Q: 3 clusters Score -100700.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -100734.062500 Penalty: 3214.102051
	Iteration 11Q: 3 clusters Score -100734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100770.460938 Penalty: 3214.102051
	Iteration 12Q: 3 clusters Score -100770.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100843.664062 Penalty: 3214.102051
	Iteration 13Q: 3 clusters Score -100843.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100887.101562 Penalty: 3214.102051
	Iteration 14Q: 3 clusters Score -100887.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100952.203125 Penalty: 3214.102051
	Iteration 15Q: 3 clusters Score -100952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101019.289062 Penalty: 3214.102051
	Iteration 16Q: 3 clusters Score -101019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101074.718750 Penalty: 3214.102051
	Iteration 17Q: 3 clusters Score -101074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101091.804688 Penalty: 3214.102051
	Iteration 18Q: 3 clusters Score -101091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101112.820312 Penalty: 3214.102051
	Iteration 19Q: 3 clusters Score -101112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101117.375000 Penalty: 3214.102051
	Iteration 20F: 3 clusters Score -101117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101129.945312 Penalty: 3214.102051
	Iteration 21Q: 3 clusters Score -101129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101129.945312 Penalty: 3214.102051
	Iteration 22F: 3 clusters Score -101129.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (27027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Entering Unmasked Estep 
Score: -3157577.250000 Penalty: 2530.738770
	Iteration 0F: 2 clusters Score -3157577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3138850.000000 Penalty: 5061.477539
	Iteration 0F: 3 clusters Score -3138850 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3145649.000000 Penalty: 5061.477539
	Iteration 1F: 3 clusters Score -3145649 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3146453.500000 Penalty: 5061.477539
	Iteration 2F: 3 clusters Score -3146454 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3147288.000000 Penalty: 5061.477539
	Iteration 3F: 3 clusters Score -3147288 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3148166.000000 Penalty: 5061.477539
	Iteration 4F: 3 clusters Score -3148166 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3149177.250000 Penalty: 5061.477539
	Iteration 5F: 3 clusters Score -3149177 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3150241.250000 Penalty: 5061.477539
	Iteration 6F: 3 clusters Score -3150241 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3151284.500000 Penalty: 5061.477539
	Iteration 7F: 3 clusters Score -3151284 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3152081.000000 Penalty: 5061.477539
	Iteration 8F: 3 clusters Score -3152081 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3152555.250000 Penalty: 5061.477539
	Iteration 9Q: 3 clusters Score -3152555 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3152824.000000 Penalty: 5061.477539
	Iteration 10Q: 3 clusters Score -3152824 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3152959.750000 Penalty: 5061.477539
	Iteration 11Q: 3 clusters Score -3152960 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3153035.000000 Penalty: 5061.477539
	Iteration 12Q: 3 clusters Score -3153035 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3153073.250000 Penalty: 5061.477539
	Iteration 13Q: 3 clusters Score -3153073 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3153111.750000 Penalty: 5061.477539
	Iteration 14Q: 3 clusters Score -3153112 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3153146.500000 Penalty: 5061.477539
	Iteration 15Q: 3 clusters Score -3153146 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3153169.000000 Penalty: 5061.477539
	Iteration 16Q: 3 clusters Score -3153169 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3153168.000000 Penalty: 5061.477539
	Iteration 17Q: 3 clusters Score -3153168 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3153185.250000 Penalty: 5061.477539
	Iteration 18Q: 3 clusters Score -3153185 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3153208.500000 Penalty: 5061.477539
	Iteration 19Q: 3 clusters Score -3153208 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3153221.500000 Penalty: 5061.477539
	Iteration 20F: 3 clusters Score -3153222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3153226.250000 Penalty: 5061.477539
	Iteration 21Q: 3 clusters Score -3153226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3153238.000000 Penalty: 5061.477539
	Iteration 22Q: 3 clusters Score -3153238 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3153257.250000 Penalty: 5061.477539
	Iteration 23Q: 3 clusters Score -3153257 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3153251.000000 Penalty: 5061.477539
	Iteration 24Q: 3 clusters Score -3153251 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3153268.000000 Penalty: 5061.477539
	Iteration 25Q: 3 clusters Score -3153268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3153282.500000 Penalty: 5061.477539
	Iteration 26Q: 3 clusters Score -3153282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3153298.000000 Penalty: 5061.477539
	Iteration 27Q: 3 clusters Score -3153298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3153311.250000 Penalty: 5061.477539
	Iteration 28Q: 3 clusters Score -3153311 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3153318.250000 Penalty: 5061.477539
	Iteration 29Q: 3 clusters Score -3153318 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3153334.750000 Penalty: 5061.477539
	Iteration 30Q: 3 clusters Score -3153335 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3153351.250000 Penalty: 5061.477539
	Iteration 31Q: 3 clusters Score -3153351 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3153366.750000 Penalty: 5061.477539
	Iteration 32Q: 3 clusters Score -3153367 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3153397.500000 Penalty: 5061.477539
	Iteration 33Q: 3 clusters Score -3153398 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3153422.750000 Penalty: 5061.477539
	Iteration 34Q: 3 clusters Score -3153423 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3153441.500000 Penalty: 5061.477539
	Iteration 35Q: 3 clusters Score -3153442 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3153460.000000 Penalty: 5061.477539
	Iteration 36Q: 3 clusters Score -3153460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3153479.250000 Penalty: 5061.477539
	Iteration 37Q: 3 clusters Score -3153479 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3153513.000000 Penalty: 5061.477539
	Iteration 38Q: 3 clusters Score -3153513 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3153532.250000 Penalty: 5061.477539
	Iteration 39Q: 3 clusters Score -3153532 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3153554.250000 Penalty: 5061.477539
	Iteration 40F: 3 clusters Score -3153554 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3153554.250000 Penalty: 5061.477539
	Iteration 41Q: 3 clusters Score -3153554 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3153570.250000 Penalty: 5061.477539
	Iteration 42Q: 3 clusters Score -3153570 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3153588.750000 Penalty: 5061.477539
	Iteration 43Q: 3 clusters Score -3153589 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3153621.000000 Penalty: 5061.477539
	Iteration 44Q: 3 clusters Score -3153621 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3153648.250000 Penalty: 5061.477539
	Iteration 45Q: 3 clusters Score -3153648 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3153683.500000 Penalty: 5061.477539
	Iteration 46Q: 3 clusters Score -3153684 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3153697.000000 Penalty: 5061.477539
	Iteration 47Q: 3 clusters Score -3153697 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3153748.250000 Penalty: 5061.477539
	Iteration 48Q: 3 clusters Score -3153748 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3153794.250000 Penalty: 5061.477539
	Iteration 49Q: 3 clusters Score -3153794 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3153855.000000 Penalty: 5061.477539
	Iteration 50Q: 3 clusters Score -3153855 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3153887.500000 Penalty: 5061.477539
	Iteration 51Q: 3 clusters Score -3153888 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3153946.250000 Penalty: 5061.477539
	Iteration 52Q: 3 clusters Score -3153946 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3153991.250000 Penalty: 5061.477539
	Iteration 53Q: 3 clusters Score -3153991 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3154044.000000 Penalty: 5061.477539
	Iteration 54Q: 3 clusters Score -3154044 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3154090.000000 Penalty: 5061.477539
	Iteration 55Q: 3 clusters Score -3154090 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3154124.000000 Penalty: 5061.477539
	Iteration 56Q: 3 clusters Score -3154124 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3154163.000000 Penalty: 5061.477539
	Iteration 57Q: 3 clusters Score -3154163 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3154189.250000 Penalty: 5061.477539
	Iteration 58Q: 3 clusters Score -3154189 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3154230.750000 Penalty: 5061.477539
	Iteration 59Q: 3 clusters Score -3154231 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3154270.250000 Penalty: 5061.477539
	Iteration 60F: 3 clusters Score -3154270 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3154306 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3154314 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3154347.250000 Penalty: 5061.477539
	Iteration 63Q: 3 clusters Score -3154347 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3154368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3154393 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3154409 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3154417 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3154444 nChanged 92
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Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3154460 nChanged 87
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Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3154474 nChanged 72
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Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3154489 nChanged 68
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Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3154503 nChanged 79
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Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3154515.250000 Penalty: 5061.477539
	Iteration 73Q: 3 clusters Score -3154515 nChanged 50
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Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3154540 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3154558 nChanged 54
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Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3154570 nChanged 57
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Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3154578 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3154580 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3154587 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3154606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3154607 nChanged 36
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Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3154613 nChanged 39
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Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3154622 nChanged 36
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Mstep: Class 1 contains 5025 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3154628 nChanged 30
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Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3154646 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3154654 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3154660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3154670 nChanged 46
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Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3154686 nChanged 54
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Mstep: Class 1 contains 4639 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3154712 nChanged 61
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Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3154738.250000 Penalty: 5061.477539
	Iteration 100F: 3 clusters Score -3154738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3154759 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3154778 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3154790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3154806 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3154826 nChanged 61
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Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3154838 nChanged 69
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Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3154848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3154868 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3154882 nChanged 67
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Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3154904 nChanged 60
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Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3154914 nChanged 66
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Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3154932 nChanged 67
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Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3154939 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3420 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3154960 nChanged 73
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3154974 nChanged 63
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Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3155009 nChanged 72
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Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3155014.000000 Penalty: 5061.477539
	Iteration 117Q: 3 clusters Score -3155014 nChanged 75
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Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3155036.250000 Penalty: 5061.477539
	Iteration 118Q: 3 clusters Score -3155036 nChanged 61
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Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 23937 members 
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	Iteration 119Q: 3 clusters Score -3155058 nChanged 73
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Mstep: Class 1 contains 3025 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3155076 nChanged 79
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Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3155085 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3155102 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2820 members 
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Entering Unmasked Estep 
Score: -3155123.500000 Penalty: 5061.477539
	Iteration 123Q: 3 clusters Score -3155124 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3155140.000000 Penalty: 5061.477539
	Iteration 124Q: 3 clusters Score -3155140 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3155166.000000 Penalty: 5061.477539
	Iteration 125Q: 3 clusters Score -3155166 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3155184.500000 Penalty: 5061.477539
	Iteration 126Q: 3 clusters Score -3155184 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3155199.250000 Penalty: 5061.477539
	Iteration 127Q: 3 clusters Score -3155199 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3155205.250000 Penalty: 5061.477539
	Iteration 128Q: 3 clusters Score -3155205 nChanged 49
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Mstep: Class 1 contains 2472 members 
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Entering Unmasked Estep 
Score: -3155216.500000 Penalty: 5061.477539
	Iteration 129Q: 3 clusters Score -3155216 nChanged 39
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Mstep: Class 1 contains 2433 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3155226 nChanged 32
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Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3155235.000000 Penalty: 5061.477539
	Iteration 131Q: 3 clusters Score -3155235 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -3155250.000000 Penalty: 5061.477539
	Iteration 132Q: 3 clusters Score -3155250 nChanged 26
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Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3155256.000000 Penalty: 5061.477539
	Iteration 133Q: 3 clusters Score -3155256 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2314 members 
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Entering Unmasked Estep 
Score: -3155263.250000 Penalty: 5061.477539
	Iteration 134Q: 3 clusters Score -3155263 nChanged 23
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Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3155279.000000 Penalty: 5061.477539
	Iteration 135Q: 3 clusters Score -3155279 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3155282.750000 Penalty: 5061.477539
	Iteration 136Q: 3 clusters Score -3155283 nChanged 38
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Mstep: Class 1 contains 2225 members 
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Entering Unmasked Estep 
Score: -3155285.500000 Penalty: 5061.477539
	Iteration 137Q: 3 clusters Score -3155286 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3155298.750000 Penalty: 5061.477539
	Iteration 138Q: 3 clusters Score -3155299 nChanged 36
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Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3155309.500000 Penalty: 5061.477539
	Iteration 139Q: 3 clusters Score -3155310 nChanged 29
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Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3155309.500000 Penalty: 5061.477539
	Iteration 140F: 3 clusters Score -3155310 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3155305.750000 Penalty: 5061.477539
	Iteration 141Q: 3 clusters Score -3155306 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3155314.750000 Penalty: 5061.477539
	Iteration 142Q: 3 clusters Score -3155315 nChanged 14
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Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3155321.000000 Penalty: 5061.477539
	Iteration 143Q: 3 clusters Score -3155321 nChanged 14
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Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3155327.500000 Penalty: 5061.477539
	Iteration 144Q: 3 clusters Score -3155328 nChanged 18
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Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3155337.750000 Penalty: 5061.477539
	Iteration 145Q: 3 clusters Score -3155338 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3155340.250000 Penalty: 5061.477539
	Iteration 146Q: 3 clusters Score -3155340 nChanged 15
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Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3155349.500000 Penalty: 5061.477539
	Iteration 147Q: 3 clusters Score -3155350 nChanged 22
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Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3155359.000000 Penalty: 5061.477539
	Iteration 148Q: 3 clusters Score -3155359 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3155362.500000 Penalty: 5061.477539
	Iteration 149Q: 3 clusters Score -3155362 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3155368.500000 Penalty: 5061.477539
	Iteration 150Q: 3 clusters Score -3155368 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3155373.500000 Penalty: 5061.477539
	Iteration 151Q: 3 clusters Score -3155374 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3155385.750000 Penalty: 5061.477539
	Iteration 152Q: 3 clusters Score -3155386 nChanged 21
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Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3155387.000000 Penalty: 5061.477539
	Iteration 153Q: 3 clusters Score -3155387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3155394.250000 Penalty: 5061.477539
	Iteration 154Q: 3 clusters Score -3155394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3155401.500000 Penalty: 5061.477539
	Iteration 155Q: 3 clusters Score -3155402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3155408.250000 Penalty: 5061.477539
	Iteration 156Q: 3 clusters Score -3155408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3155423.500000 Penalty: 5061.477539
	Iteration 157Q: 3 clusters Score -3155424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3155423.750000 Penalty: 5061.477539
	Iteration 158Q: 3 clusters Score -3155424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3155426.750000 Penalty: 5061.477539
	Iteration 159Q: 3 clusters Score -3155427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3155427.250000 Penalty: 5061.477539
	Iteration 160F: 3 clusters Score -3155427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3155435.750000 Penalty: 5061.477539
	Iteration 161Q: 3 clusters Score -3155436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3155435.750000 Penalty: 5061.477539
	Iteration 162Q: 3 clusters Score -3155436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3155439.250000 Penalty: 5061.477539
	Iteration 163Q: 3 clusters Score -3155439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3155445.500000 Penalty: 5061.477539
	Iteration 164Q: 3 clusters Score -3155446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3155443.500000 Penalty: 5061.477539
	Iteration 165Q: 3 clusters Score -3155444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3155442.750000 Penalty: 5061.477539
	Iteration 166Q: 3 clusters Score -3155443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3155443.500000 Penalty: 5061.477539
	Iteration 167Q: 3 clusters Score -3155444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3155444.250000 Penalty: 5061.477539
	Iteration 168Q: 3 clusters Score -3155444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3155443.000000 Penalty: 5061.477539
	Iteration 169Q: 3 clusters Score -3155443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3155446.250000 Penalty: 5061.477539
	Iteration 170Q: 3 clusters Score -3155446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3155440.000000 Penalty: 5061.477539
	Iteration 171Q: 3 clusters Score -3155440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3155442.250000 Penalty: 5061.477539
	Iteration 172Q: 3 clusters Score -3155442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3155444.750000 Penalty: 5061.477539
	Iteration 173Q: 3 clusters Score -3155445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3155444.500000 Penalty: 5061.477539
	Iteration 174Q: 3 clusters Score -3155444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3155450.750000 Penalty: 5061.477539
	Iteration 175Q: 3 clusters Score -3155451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3155450.750000 Penalty: 5061.477539
	Iteration 176Q: 3 clusters Score -3155451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3155455.000000 Penalty: 5061.477539
	Iteration 177Q: 3 clusters Score -3155455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3155462.000000 Penalty: 5061.477539
	Iteration 178Q: 3 clusters Score -3155462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3155462.000000 Penalty: 5061.477539
	Iteration 179Q: 3 clusters Score -3155462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -3155463.500000 Penalty: 5061.477539
	Iteration 180F: 3 clusters Score -3155464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3155462.750000 Penalty: 5061.477539
	Iteration 181Q: 3 clusters Score -3155463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3155471.250000 Penalty: 5061.477539
	Iteration 182Q: 3 clusters Score -3155471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3155479.000000 Penalty: 5061.477539
	Iteration 183Q: 3 clusters Score -3155479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3155485.000000 Penalty: 5061.477539
	Iteration 184Q: 3 clusters Score -3155485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3155486.250000 Penalty: 5061.477539
	Iteration 185Q: 3 clusters Score -3155486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3155487.500000 Penalty: 5061.477539
	Iteration 186Q: 3 clusters Score -3155488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3155488.500000 Penalty: 5061.477539
	Iteration 187Q: 3 clusters Score -3155488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3155489.000000 Penalty: 5061.477539
	Iteration 188Q: 3 clusters Score -3155489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3155488.750000 Penalty: 5061.477539
	Iteration 189Q: 3 clusters Score -3155489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3155490.250000 Penalty: 5061.477539
	Iteration 190Q: 3 clusters Score -3155490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3155486.000000 Penalty: 5061.477539
	Iteration 191Q: 3 clusters Score -3155486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3155492.500000 Penalty: 5061.477539
	Iteration 192Q: 3 clusters Score -3155492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3155485.750000 Penalty: 5061.477539
	Iteration 193Q: 3 clusters Score -3155486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3155488.250000 Penalty: 5061.477539
	Iteration 194Q: 3 clusters Score -3155488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -3155489.000000 Penalty: 5061.477539
	Iteration 195Q: 3 clusters Score -3155489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3155501.500000 Penalty: 5061.477539
	Iteration 196Q: 3 clusters Score -3155502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3155504.000000 Penalty: 5061.477539
	Iteration 197Q: 3 clusters Score -3155504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3155504.750000 Penalty: 5061.477539
	Iteration 198Q: 3 clusters Score -3155505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3155504.000000 Penalty: 5061.477539
	Iteration 199Q: 3 clusters Score -3155504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3155503.000000 Penalty: 5061.477539
	Iteration 200F: 3 clusters Score -3155503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3155501.250000 Penalty: 5061.477539
	Iteration 201Q: 3 clusters Score -3155501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3155503.000000 Penalty: 5061.477539
	Iteration 202Q: 3 clusters Score -3155503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3155508.000000 Penalty: 5061.477539
	Iteration 203Q: 3 clusters Score -3155508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3155508.750000 Penalty: 5061.477539
	Iteration 204Q: 3 clusters Score -3155509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3155512.000000 Penalty: 5061.477539
	Iteration 205Q: 3 clusters Score -3155512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3155507.250000 Penalty: 5061.477539
	Iteration 206Q: 3 clusters Score -3155507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3155512.000000 Penalty: 5061.477539
	Iteration 207Q: 3 clusters Score -3155512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3155515.250000 Penalty: 5061.477539
	Iteration 208Q: 3 clusters Score -3155515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3155516.500000 Penalty: 5061.477539
	Iteration 209Q: 3 clusters Score -3155516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3155521.750000 Penalty: 5061.477539
	Iteration 210Q: 3 clusters Score -3155522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3155526.750000 Penalty: 5061.477539
	Iteration 211Q: 3 clusters Score -3155527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3155525.750000 Penalty: 5061.477539
	Iteration 212Q: 3 clusters Score -3155526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3155525.750000 Penalty: 5061.477539
	Iteration 213Q: 3 clusters Score -3155526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3155527.000000 Penalty: 5061.477539
	Iteration 214Q: 3 clusters Score -3155527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3155527.750000 Penalty: 5061.477539
	Iteration 215Q: 3 clusters Score -3155528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3155529.750000 Penalty: 5061.477539
	Iteration 216Q: 3 clusters Score -3155530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3155531.250000 Penalty: 5061.477539
	Iteration 217Q: 3 clusters Score -3155531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3155533.250000 Penalty: 5061.477539
	Iteration 218Q: 3 clusters Score -3155533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3155529.000000 Penalty: 5061.477539
	Iteration 219Q: 3 clusters Score -3155529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3155530.000000 Penalty: 5061.477539
	Iteration 220F: 3 clusters Score -3155530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Entering Unmasked Estep 
Score: -550296.562500 Penalty: 2100.064697
	Iteration 0F: 2 clusters Score -550296.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -545950.375000 Penalty: 4200.129395
	Iteration 0F: 3 clusters Score -545950.4 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -547030.000000 Penalty: 4200.129395
	Iteration 1F: 3 clusters Score -547030 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -547319.375000 Penalty: 4200.129395
	Iteration 2F: 3 clusters Score -547319.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -547530.687500 Penalty: 4200.129395
	Iteration 3F: 3 clusters Score -547530.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -547726.875000 Penalty: 4200.129395
	Iteration 4F: 3 clusters Score -547726.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -547875.750000 Penalty: 4200.129395
	Iteration 5Q: 3 clusters Score -547875.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -548009.687500 Penalty: 4200.129395
	Iteration 6Q: 3 clusters Score -548009.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -548124.375000 Penalty: 4200.129395
	Iteration 7Q: 3 clusters Score -548124.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -548221.500000 Penalty: 4200.129395
	Iteration 8Q: 3 clusters Score -548221.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -548302.375000 Penalty: 4200.129395
	Iteration 9Q: 3 clusters Score -548302.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -548364.312500 Penalty: 4200.129395
	Iteration 10Q: 3 clusters Score -548364.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -548408.812500 Penalty: 4200.129395
	Iteration 11Q: 3 clusters Score -548408.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -548439.812500 Penalty: 4200.129395
	Iteration 12Q: 3 clusters Score -548439.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -548460.500000 Penalty: 4200.129395
	Iteration 13Q: 3 clusters Score -548460.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -548477.625000 Penalty: 4200.129395
	Iteration 14Q: 3 clusters Score -548477.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -548488.500000 Penalty: 4200.129395
	Iteration 15Q: 3 clusters Score -548488.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -548500.812500 Penalty: 4200.129395
	Iteration 16Q: 3 clusters Score -548500.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -548508.500000 Penalty: 4200.129395
	Iteration 17Q: 3 clusters Score -548508.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -548508.750000 Penalty: 4200.129395
	Iteration 18Q: 3 clusters Score -548508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -548509.687500 Penalty: 4200.129395
	Iteration 19Q: 3 clusters Score -548509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -548511.375000 Penalty: 4200.129395
	Iteration 20F: 3 clusters Score -548511.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -548512.750000 Penalty: 4200.129395
	Iteration 21Q: 3 clusters Score -548512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -548513.500000 Penalty: 4200.129395
	Iteration 22Q: 3 clusters Score -548513.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -548515.750000 Penalty: 4200.129395
	Iteration 23Q: 3 clusters Score -548515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -548516.375000 Penalty: 4200.129395
	Iteration 24Q: 3 clusters Score -548516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -548516.812500 Penalty: 4200.129395
	Iteration 25Q: 3 clusters Score -548516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -548516.750000 Penalty: 4200.129395
	Iteration 26Q: 3 clusters Score -548516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -548518.625000 Penalty: 4200.129395
	Iteration 27Q: 3 clusters Score -548518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -548518.375000 Penalty: 4200.129395
	Iteration 28Q: 3 clusters Score -548518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -548520.375000 Penalty: 4200.129395
	Iteration 29Q: 3 clusters Score -548520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -548521.125000 Penalty: 4200.129395
	Iteration 30Q: 3 clusters Score -548521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -548522.062500 Penalty: 4200.129395
	Iteration 31Q: 3 clusters Score -548522.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -548522.750000 Penalty: 4200.129395
	Iteration 32Q: 3 clusters Score -548522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -548524.437500 Penalty: 4200.129395
	Iteration 33Q: 3 clusters Score -548524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -548526.062500 Penalty: 4200.129395
	Iteration 34Q: 3 clusters Score -548526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -548526.750000 Penalty: 4200.129395
	Iteration 35Q: 3 clusters Score -548526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -548526.750000 Penalty: 4200.129395
	Iteration 36F: 3 clusters Score -548526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Entering Unmasked Estep 
Score: -781802.687500 Penalty: 2187.899414
	Iteration 0F: 2 clusters Score -781802.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -776161.250000 Penalty: 4375.798828
	Iteration 0F: 3 clusters Score -776161.2 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -777678.875000 Penalty: 4375.798828
	Iteration 1F: 3 clusters Score -777678.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -777975.562500 Penalty: 4375.798828
	Iteration 2F: 3 clusters Score -777975.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -778230.125000 Penalty: 4375.798828
	Iteration 3F: 3 clusters Score -778230.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -778532.062500 Penalty: 4375.798828
	Iteration 4F: 3 clusters Score -778532.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -778907.062500 Penalty: 4375.798828
	Iteration 5F: 3 clusters Score -778907.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -779382.000000 Penalty: 4375.798828
	Iteration 6F: 3 clusters Score -779382 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -779869.437500 Penalty: 4375.798828
	Iteration 7F: 3 clusters Score -779869.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -780254.187500 Penalty: 4375.798828
	Iteration 8F: 3 clusters Score -780254.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -780494.562500 Penalty: 4375.798828
	Iteration 9Q: 3 clusters Score -780494.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -780671.000000 Penalty: 4375.798828
	Iteration 10Q: 3 clusters Score -780671 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -780787.250000 Penalty: 4375.798828
	Iteration 11Q: 3 clusters Score -780787.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -780877.750000 Penalty: 4375.798828
	Iteration 12Q: 3 clusters Score -780877.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -780944.812500 Penalty: 4375.798828
	Iteration 13Q: 3 clusters Score -780944.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -781001.875000 Penalty: 4375.798828
	Iteration 14Q: 3 clusters Score -781001.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -781038.000000 Penalty: 4375.798828
	Iteration 15Q: 3 clusters Score -781038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -781069.312500 Penalty: 4375.798828
	Iteration 16Q: 3 clusters Score -781069.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -781095.437500 Penalty: 4375.798828
	Iteration 17Q: 3 clusters Score -781095.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -781117.062500 Penalty: 4375.798828
	Iteration 18Q: 3 clusters Score -781117.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -781129.375000 Penalty: 4375.798828
	Iteration 19Q: 3 clusters Score -781129.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -781143.687500 Penalty: 4375.798828
	Iteration 20F: 3 clusters Score -781143.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -781149.875000 Penalty: 4375.798828
	Iteration 21Q: 3 clusters Score -781149.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -781165.750000 Penalty: 4375.798828
	Iteration 22Q: 3 clusters Score -781165.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -781177.937500 Penalty: 4375.798828
	Iteration 23Q: 3 clusters Score -781177.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -781187.687500 Penalty: 4375.798828
	Iteration 24Q: 3 clusters Score -781187.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -781197.500000 Penalty: 4375.798828
	Iteration 25Q: 3 clusters Score -781197.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -781209.750000 Penalty: 4375.798828
	Iteration 26Q: 3 clusters Score -781209.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -781212.812500 Penalty: 4375.798828
	Iteration 27Q: 3 clusters Score -781212.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -781218.312500 Penalty: 4375.798828
	Iteration 28Q: 3 clusters Score -781218.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -781223.687500 Penalty: 4375.798828
	Iteration 29Q: 3 clusters Score -781223.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -781226.750000 Penalty: 4375.798828
	Iteration 30Q: 3 clusters Score -781226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -781230.812500 Penalty: 4375.798828
	Iteration 31Q: 3 clusters Score -781230.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -781233.062500 Penalty: 4375.798828
	Iteration 32Q: 3 clusters Score -781233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -781236.500000 Penalty: 4375.798828
	Iteration 33Q: 3 clusters Score -781236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -781237.000000 Penalty: 4375.798828
	Iteration 34Q: 3 clusters Score -781237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -781239.250000 Penalty: 4375.798828
	Iteration 35Q: 3 clusters Score -781239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -781239.812500 Penalty: 4375.798828
	Iteration 36Q: 3 clusters Score -781239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -781240.500000 Penalty: 4375.798828
	Iteration 37Q: 3 clusters Score -781240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -781240.000000 Penalty: 4375.798828
	Iteration 38Q: 3 clusters Score -781240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -781238.937500 Penalty: 4375.798828
	Iteration 39Q: 3 clusters Score -781238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -781239.250000 Penalty: 4375.798828
	Iteration 40F: 3 clusters Score -781239.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (12679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Entering Unmasked Estep 
Score: -1503508.625000 Penalty: 2343.030273
	Iteration 0F: 2 clusters Score -1503509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1494119.250000 Penalty: 4686.060547
	Iteration 0F: 3 clusters Score -1494119 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1496979.625000 Penalty: 4686.060547
	Iteration 1F: 3 clusters Score -1496980 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1497349.375000 Penalty: 4686.060547
	Iteration 2F: 3 clusters Score -1497349 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1497641.000000 Penalty: 4686.060547
	Iteration 3F: 3 clusters Score -1497641 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1497862.875000 Penalty: 4686.060547
	Iteration 4Q: 3 clusters Score -1497863 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1498058.625000 Penalty: 4686.060547
	Iteration 5Q: 3 clusters Score -1498059 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1498277.375000 Penalty: 4686.060547
	Iteration 6Q: 3 clusters Score -1498277 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1498563.875000 Penalty: 4686.060547
	Iteration 7Q: 3 clusters Score -1498564 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1498913.875000 Penalty: 4686.060547
	Iteration 8Q: 3 clusters Score -1498914 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1499339.750000 Penalty: 4686.060547
	Iteration 9Q: 3 clusters Score -1499340 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1499821.750000 Penalty: 4686.060547
	Iteration 10Q: 3 clusters Score -1499822 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1500231.875000 Penalty: 4686.060547
	Iteration 11Q: 3 clusters Score -1500232 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1500580.375000 Penalty: 4686.060547
	Iteration 12Q: 3 clusters Score -1500580 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1500853.250000 Penalty: 4686.060547
	Iteration 13Q: 3 clusters Score -1500853 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1501029.875000 Penalty: 4686.060547
	Iteration 14Q: 3 clusters Score -1501030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1501171.625000 Penalty: 4686.060547
	Iteration 15Q: 3 clusters Score -1501172 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1501270.125000 Penalty: 4686.060547
	Iteration 16Q: 3 clusters Score -1501270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1501338.500000 Penalty: 4686.060547
	Iteration 17Q: 3 clusters Score -1501338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1501375.000000 Penalty: 4686.060547
	Iteration 18Q: 3 clusters Score -1501375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1501394.500000 Penalty: 4686.060547
	Iteration 19Q: 3 clusters Score -1501394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1501407.750000 Penalty: 4686.060547
	Iteration 20F: 3 clusters Score -1501408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1501417.500000 Penalty: 4686.060547
	Iteration 21Q: 3 clusters Score -1501418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1501421.000000 Penalty: 4686.060547
	Iteration 22Q: 3 clusters Score -1501421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1501430.625000 Penalty: 4686.060547
	Iteration 23Q: 3 clusters Score -1501431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1501436.625000 Penalty: 4686.060547
	Iteration 24Q: 3 clusters Score -1501437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1501446.625000 Penalty: 4686.060547
	Iteration 25Q: 3 clusters Score -1501447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1501452.125000 Penalty: 4686.060547
	Iteration 26Q: 3 clusters Score -1501452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1501469.000000 Penalty: 4686.060547
	Iteration 27Q: 3 clusters Score -1501469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1501482.500000 Penalty: 4686.060547
	Iteration 28Q: 3 clusters Score -1501482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1501488.750000 Penalty: 4686.060547
	Iteration 29Q: 3 clusters Score -1501489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1501496.250000 Penalty: 4686.060547
	Iteration 30Q: 3 clusters Score -1501496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1501504.125000 Penalty: 4686.060547
	Iteration 31Q: 3 clusters Score -1501504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1501506.500000 Penalty: 4686.060547
	Iteration 32Q: 3 clusters Score -1501506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1501509.125000 Penalty: 4686.060547
	Iteration 33Q: 3 clusters Score -1501509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1501509.500000 Penalty: 4686.060547
	Iteration 34Q: 3 clusters Score -1501510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1501509.250000 Penalty: 4686.060547
	Iteration 35Q: 3 clusters Score -1501509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1501510.000000 Penalty: 4686.060547
	Iteration 36Q: 3 clusters Score -1501510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1501510.000000 Penalty: 4686.060547
	Iteration 37F: 3 clusters Score -1501510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (11147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Entering Unmasked Estep 
Score: -1294350.625000 Penalty: 2311.093506
	Iteration 0F: 2 clusters Score -1294351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1286062.500000 Penalty: 4622.187012
	Iteration 0F: 3 clusters Score -1286062 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1288511.250000 Penalty: 4622.187012
	Iteration 1F: 3 clusters Score -1288511 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1288836.375000 Penalty: 4622.187012
	Iteration 2F: 3 clusters Score -1288836 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1289115.375000 Penalty: 4622.187012
	Iteration 3F: 3 clusters Score -1289115 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1289429.750000 Penalty: 4622.187012
	Iteration 4F: 3 clusters Score -1289430 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1289786.250000 Penalty: 4622.187012
	Iteration 5F: 3 clusters Score -1289786 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1290215.250000 Penalty: 4622.187012
	Iteration 6F: 3 clusters Score -1290215 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1290633.125000 Penalty: 4622.187012
	Iteration 7F: 3 clusters Score -1290633 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1290991.625000 Penalty: 4622.187012
	Iteration 8F: 3 clusters Score -1290992 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1291263.000000 Penalty: 4622.187012
	Iteration 9Q: 3 clusters Score -1291263 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1291463.875000 Penalty: 4622.187012
	Iteration 10Q: 3 clusters Score -1291464 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1291597.125000 Penalty: 4622.187012
	Iteration 11Q: 3 clusters Score -1291597 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1291680.250000 Penalty: 4622.187012
	Iteration 12Q: 3 clusters Score -1291680 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1291741.500000 Penalty: 4622.187012
	Iteration 13Q: 3 clusters Score -1291742 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1291790.000000 Penalty: 4622.187012
	Iteration 14Q: 3 clusters Score -1291790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1291829.500000 Penalty: 4622.187012
	Iteration 15Q: 3 clusters Score -1291830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1291863.500000 Penalty: 4622.187012
	Iteration 16Q: 3 clusters Score -1291864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1291890.750000 Penalty: 4622.187012
	Iteration 17Q: 3 clusters Score -1291891 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1291915.375000 Penalty: 4622.187012
	Iteration 18Q: 3 clusters Score -1291915 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1291928.000000 Penalty: 4622.187012
	Iteration 19Q: 3 clusters Score -1291928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1291957.375000 Penalty: 4622.187012
	Iteration 20F: 3 clusters Score -1291957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1291981.375000 Penalty: 4622.187012
	Iteration 21Q: 3 clusters Score -1291981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1291994.000000 Penalty: 4622.187012
	Iteration 22Q: 3 clusters Score -1291994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1292009.000000 Penalty: 4622.187012
	Iteration 23Q: 3 clusters Score -1292009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1292023.250000 Penalty: 4622.187012
	Iteration 24Q: 3 clusters Score -1292023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1292028.750000 Penalty: 4622.187012
	Iteration 25Q: 3 clusters Score -1292029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1292038.625000 Penalty: 4622.187012
	Iteration 26Q: 3 clusters Score -1292039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1292044.375000 Penalty: 4622.187012
	Iteration 27Q: 3 clusters Score -1292044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1292051.750000 Penalty: 4622.187012
	Iteration 28Q: 3 clusters Score -1292052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1292058.875000 Penalty: 4622.187012
	Iteration 29Q: 3 clusters Score -1292059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1292063.750000 Penalty: 4622.187012
	Iteration 30Q: 3 clusters Score -1292064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1292069.375000 Penalty: 4622.187012
	Iteration 31Q: 3 clusters Score -1292069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1292076.625000 Penalty: 4622.187012
	Iteration 32Q: 3 clusters Score -1292077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1292083.000000 Penalty: 4622.187012
	Iteration 33Q: 3 clusters Score -1292083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1292089.375000 Penalty: 4622.187012
	Iteration 34Q: 3 clusters Score -1292089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1292098.250000 Penalty: 4622.187012
	Iteration 35Q: 3 clusters Score -1292098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1292106.500000 Penalty: 4622.187012
	Iteration 36Q: 3 clusters Score -1292106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1292111.750000 Penalty: 4622.187012
	Iteration 37Q: 3 clusters Score -1292112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1292121.500000 Penalty: 4622.187012
	Iteration 38Q: 3 clusters Score -1292122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1292127.625000 Penalty: 4622.187012
	Iteration 39Q: 3 clusters Score -1292128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1292131.875000 Penalty: 4622.187012
	Iteration 40F: 3 clusters Score -1292132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1292137.875000 Penalty: 4622.187012
	Iteration 41Q: 3 clusters Score -1292138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1292144.000000 Penalty: 4622.187012
	Iteration 42Q: 3 clusters Score -1292144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1292150.500000 Penalty: 4622.187012
	Iteration 43Q: 3 clusters Score -1292150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1292152.875000 Penalty: 4622.187012
	Iteration 44Q: 3 clusters Score -1292153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1292157.250000 Penalty: 4622.187012
	Iteration 45Q: 3 clusters Score -1292157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1292159.000000 Penalty: 4622.187012
	Iteration 46Q: 3 clusters Score -1292159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1292166.000000 Penalty: 4622.187012
	Iteration 47Q: 3 clusters Score -1292166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1292168.000000 Penalty: 4622.187012
	Iteration 48Q: 3 clusters Score -1292168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1292173.875000 Penalty: 4622.187012
	Iteration 49Q: 3 clusters Score -1292174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1292175.125000 Penalty: 4622.187012
	Iteration 50Q: 3 clusters Score -1292175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1292178.125000 Penalty: 4622.187012
	Iteration 51Q: 3 clusters Score -1292178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1292179.125000 Penalty: 4622.187012
	Iteration 52Q: 3 clusters Score -1292179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1292181.500000 Penalty: 4622.187012
	Iteration 53Q: 3 clusters Score -1292182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1292182.750000 Penalty: 4622.187012
	Iteration 54Q: 3 clusters Score -1292183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1292184.375000 Penalty: 4622.187012
	Iteration 55Q: 3 clusters Score -1292184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1292184.375000 Penalty: 4622.187012
	Iteration 56F: 3 clusters Score -1292184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -74759.875000 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -74759.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -73222.523438 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -73222.52 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73534.468750 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -73534.47 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73840.695312 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -73840.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74143.140625 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -74143.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74392.937500 Penalty: 3140.425049
	Iteration 4F: 3 clusters Score -74392.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74532.617188 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -74532.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74576.882812 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -74576.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74609.117188 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -74609.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74638.421875 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -74638.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74648.359375 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -74648.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74648.359375 Penalty: 3140.425049
	Iteration 10F: 3 clusters Score -74648.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -289791.656250 Penalty: 1889.082397
	Iteration 0F: 2 clusters Score -289791.7 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 1029 members 
Entering Unmasked Estep 
Score: -287211.062500 Penalty: 3778.164795
	Iteration 0F: 3 clusters Score -287211.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -287953.718750 Penalty: 3778.164795
	Iteration 1F: 3 clusters Score -287953.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -288386.250000 Penalty: 3778.164795
	Iteration 2F: 3 clusters Score -288386.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -288706.968750 Penalty: 3778.164795
	Iteration 3F: 3 clusters Score -288707 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -288856.250000 Penalty: 3778.164795
	Iteration 4F: 3 clusters Score -288856.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -288967.875000 Penalty: 3778.164795
	Iteration 5Q: 3 clusters Score -288967.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -289053.312500 Penalty: 3778.164795
	Iteration 6Q: 3 clusters Score -289053.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -289116.906250 Penalty: 3778.164795
	Iteration 7Q: 3 clusters Score -289116.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -289153.031250 Penalty: 3778.164795
	Iteration 8Q: 3 clusters Score -289153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -289182.906250 Penalty: 3778.164795
	Iteration 9Q: 3 clusters Score -289182.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -289198.843750 Penalty: 3778.164795
	Iteration 10Q: 3 clusters Score -289198.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -289209.812500 Penalty: 3778.164795
	Iteration 11Q: 3 clusters Score -289209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -289220.937500 Penalty: 3778.164795
	Iteration 12Q: 3 clusters Score -289220.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -289226.875000 Penalty: 3778.164795
	Iteration 13Q: 3 clusters Score -289226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -289231.875000 Penalty: 3778.164795
	Iteration 14Q: 3 clusters Score -289231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -289238.250000 Penalty: 3778.164795
	Iteration 15Q: 3 clusters Score -289238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -289248.031250 Penalty: 3778.164795
	Iteration 16Q: 3 clusters Score -289248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -289260.843750 Penalty: 3778.164795
	Iteration 17Q: 3 clusters Score -289260.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -289270.125000 Penalty: 3778.164795
	Iteration 18Q: 3 clusters Score -289270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -289275.375000 Penalty: 3778.164795
	Iteration 19Q: 3 clusters Score -289275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -289276.656250 Penalty: 3778.164795
	Iteration 20F: 3 clusters Score -289276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -289279.281250 Penalty: 3778.164795
	Iteration 21Q: 3 clusters Score -289279.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -289281.093750 Penalty: 3778.164795
	Iteration 22Q: 3 clusters Score -289281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -289281.406250 Penalty: 3778.164795
	Iteration 23Q: 3 clusters Score -289281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -289283.250000 Penalty: 3778.164795
	Iteration 24Q: 3 clusters Score -289283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -289283.625000 Penalty: 3778.164795
	Iteration 25Q: 3 clusters Score -289283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -289283.781250 Penalty: 3778.164795
	Iteration 26Q: 3 clusters Score -289283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -289284.781250 Penalty: 3778.164795
	Iteration 27Q: 3 clusters Score -289284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -289284.781250 Penalty: 3778.164795
	Iteration 28F: 3 clusters Score -289284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Entering Unmasked Estep 
Score: -754161.875000 Penalty: 2175.491943
	Iteration 0F: 2 clusters Score -754161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -748770.187500 Penalty: 4350.983887
	Iteration 0F: 3 clusters Score -748770.2 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -750159.687500 Penalty: 4350.983887
	Iteration 1F: 3 clusters Score -750159.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -750454.375000 Penalty: 4350.983887
	Iteration 2F: 3 clusters Score -750454.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -750679.812500 Penalty: 4350.983887
	Iteration 3F: 3 clusters Score -750679.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -750928.937500 Penalty: 4350.983887
	Iteration 4Q: 3 clusters Score -750928.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -751207.687500 Penalty: 4350.983887
	Iteration 5F: 3 clusters Score -751207.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -751496.375000 Penalty: 4350.983887
	Iteration 6F: 3 clusters Score -751496.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -751780.750000 Penalty: 4350.983887
	Iteration 7Q: 3 clusters Score -751780.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -752060.812500 Penalty: 4350.983887
	Iteration 8Q: 3 clusters Score -752060.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -752284.062500 Penalty: 4350.983887
	Iteration 9Q: 3 clusters Score -752284.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -752423.000000 Penalty: 4350.983887
	Iteration 10Q: 3 clusters Score -752423 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -752536.750000 Penalty: 4350.983887
	Iteration 11Q: 3 clusters Score -752536.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -752617.187500 Penalty: 4350.983887
	Iteration 12Q: 3 clusters Score -752617.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -752663.000000 Penalty: 4350.983887
	Iteration 13Q: 3 clusters Score -752663 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -752694.437500 Penalty: 4350.983887
	Iteration 14Q: 3 clusters Score -752694.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -752720.750000 Penalty: 4350.983887
	Iteration 15Q: 3 clusters Score -752720.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -752737.625000 Penalty: 4350.983887
	Iteration 16Q: 3 clusters Score -752737.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -752752.562500 Penalty: 4350.983887
	Iteration 17Q: 3 clusters Score -752752.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -752767.875000 Penalty: 4350.983887
	Iteration 18Q: 3 clusters Score -752767.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -752777.937500 Penalty: 4350.983887
	Iteration 19Q: 3 clusters Score -752777.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -752788.437500 Penalty: 4350.983887
	Iteration 20F: 3 clusters Score -752788.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -752797.062500 Penalty: 4350.983887
	Iteration 21Q: 3 clusters Score -752797.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -752802.875000 Penalty: 4350.983887
	Iteration 22Q: 3 clusters Score -752802.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -752806.812500 Penalty: 4350.983887
	Iteration 23Q: 3 clusters Score -752806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -752807.875000 Penalty: 4350.983887
	Iteration 24Q: 3 clusters Score -752807.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -752810.000000 Penalty: 4350.983887
	Iteration 25Q: 3 clusters Score -752810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -752814.562500 Penalty: 4350.983887
	Iteration 26Q: 3 clusters Score -752814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -752814.000000 Penalty: 4350.983887
	Iteration 27Q: 3 clusters Score -752814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -752819.062500 Penalty: 4350.983887
	Iteration 28Q: 3 clusters Score -752819.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -752822.312500 Penalty: 4350.983887
	Iteration 29Q: 3 clusters Score -752822.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -752824.562500 Penalty: 4350.983887
	Iteration 30Q: 3 clusters Score -752824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -752826.312500 Penalty: 4350.983887
	Iteration 31Q: 3 clusters Score -752826.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -752827.937500 Penalty: 4350.983887
	Iteration 32Q: 3 clusters Score -752827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -752826.937500 Penalty: 4350.983887
	Iteration 33Q: 3 clusters Score -752826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -752827.937500 Penalty: 4350.983887
	Iteration 34Q: 3 clusters Score -752827.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -752828.250000 Penalty: 4350.983887
	Iteration 35Q: 3 clusters Score -752828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -752830.375000 Penalty: 4350.983887
	Iteration 36Q: 3 clusters Score -752830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -752830.937500 Penalty: 4350.983887
	Iteration 37Q: 3 clusters Score -752830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -752832.250000 Penalty: 4350.983887
	Iteration 38Q: 3 clusters Score -752832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -752832.937500 Penalty: 4350.983887
	Iteration 39Q: 3 clusters Score -752832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -752833.250000 Penalty: 4350.983887
	Iteration 40F: 3 clusters Score -752833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -752833.812500 Penalty: 4350.983887
	Iteration 41Q: 3 clusters Score -752833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -752833.812500 Penalty: 4350.983887
	Iteration 42F: 3 clusters Score -752833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Entering Unmasked Estep 
Score: -989808.312500 Penalty: 2247.882324
	Iteration 0F: 2 clusters Score -989808.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -983004.562500 Penalty: 4495.764648
	Iteration 0F: 3 clusters Score -983004.6 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -984874.312500 Penalty: 4495.764648
	Iteration 1F: 3 clusters Score -984874.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -985155.687500 Penalty: 4495.764648
	Iteration 2F: 3 clusters Score -985155.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -985369.625000 Penalty: 4495.764648
	Iteration 3F: 3 clusters Score -985369.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -985554.187500 Penalty: 4495.764648
	Iteration 4Q: 3 clusters Score -985554.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -985735.000000 Penalty: 4495.764648
	Iteration 5Q: 3 clusters Score -985735 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -985913.125000 Penalty: 4495.764648
	Iteration 6Q: 3 clusters Score -985913.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -986128.062500 Penalty: 4495.764648
	Iteration 7Q: 3 clusters Score -986128.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -986386.312500 Penalty: 4495.764648
	Iteration 8Q: 3 clusters Score -986386.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -986705.250000 Penalty: 4495.764648
	Iteration 9Q: 3 clusters Score -986705.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -987125.875000 Penalty: 4495.764648
	Iteration 10F: 3 clusters Score -987125.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -987584.062500 Penalty: 4495.764648
	Iteration 11F: 3 clusters Score -987584.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -988005.812500 Penalty: 4495.764648
	Iteration 12Q: 3 clusters Score -988005.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -988290.000000 Penalty: 4495.764648
	Iteration 13Q: 3 clusters Score -988290 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -988448.312500 Penalty: 4495.764648
	Iteration 14Q: 3 clusters Score -988448.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -988522.625000 Penalty: 4495.764648
	Iteration 15Q: 3 clusters Score -988522.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -988552.437500 Penalty: 4495.764648
	Iteration 16Q: 3 clusters Score -988552.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -988566.625000 Penalty: 4495.764648
	Iteration 17Q: 3 clusters Score -988566.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -988576.562500 Penalty: 4495.764648
	Iteration 18Q: 3 clusters Score -988576.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -988577.625000 Penalty: 4495.764648
	Iteration 19Q: 3 clusters Score -988577.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -988585.187500 Penalty: 4495.764648
	Iteration 20F: 3 clusters Score -988585.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -988585.875000 Penalty: 4495.764648
	Iteration 21Q: 3 clusters Score -988585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -988584.375000 Penalty: 4495.764648
	Iteration 22Q: 3 clusters Score -988584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -988584.062500 Penalty: 4495.764648
	Iteration 23Q: 3 clusters Score -988584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -988585.125000 Penalty: 4495.764648
	Iteration 24Q: 3 clusters Score -988585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -988584.937500 Penalty: 4495.764648
	Iteration 25Q: 3 clusters Score -988584.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -988585.812500 Penalty: 4495.764648
	Iteration 26Q: 3 clusters Score -988585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -988586.437500 Penalty: 4495.764648
	Iteration 27Q: 3 clusters Score -988586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -988586.687500 Penalty: 4495.764648
	Iteration 28Q: 3 clusters Score -988586.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -988588.125000 Penalty: 4495.764648
	Iteration 29Q: 3 clusters Score -988588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -988590.562500 Penalty: 4495.764648
	Iteration 30Q: 3 clusters Score -988590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -988588.125000 Penalty: 4495.764648
	Iteration 31Q: 3 clusters Score -988588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -988590.250000 Penalty: 4495.764648
	Iteration 32Q: 3 clusters Score -988590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -988591.250000 Penalty: 4495.764648
	Iteration 33Q: 3 clusters Score -988591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -988591.687500 Penalty: 4495.764648
	Iteration 34Q: 3 clusters Score -988591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -988591.812500 Penalty: 4495.764648
	Iteration 35Q: 3 clusters Score -988591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -988591.437500 Penalty: 4495.764648
	Iteration 36Q: 3 clusters Score -988591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -988591.437500 Penalty: 4495.764648
	Iteration 37F: 3 clusters Score -988591.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -41397.531250 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -41397.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40005.886719 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -40005.89 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40256.281250 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -40256.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40378.218750 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -40378.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40464.214844 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -40464.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40513.191406 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -40513.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40554.871094 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -40554.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40616.160156 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -40616.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40700.195312 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -40700.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40769.398438 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -40769.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40790.453125 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -40790.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40812.664062 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -40812.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40815.375000 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -40815.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40816.703125 Penalty: 3027.977295
	Iteration 12F: 3 clusters Score -40816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40829.191406 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -40829.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40839.703125 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -40839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40859.425781 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -40859.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40882.191406 Penalty: 3027.977295
	Iteration 16Q: 3 clusters Score -40882.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40898.511719 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -40898.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40915.250000 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -40915.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40925.199219 Penalty: 3027.977295
	Iteration 19Q: 3 clusters Score -40925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40940.105469 Penalty: 3027.977295
	Iteration 20F: 3 clusters Score -40940.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40956.886719 Penalty: 3027.977295
	Iteration 21Q: 3 clusters Score -40956.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40969.257812 Penalty: 3027.977295
	Iteration 22Q: 3 clusters Score -40969.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41013.796875 Penalty: 3027.977295
	Iteration 23Q: 3 clusters Score -41013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41020.578125 Penalty: 3027.977295
	Iteration 24Q: 3 clusters Score -41020.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41022.160156 Penalty: 3027.977295
	Iteration 25Q: 3 clusters Score -41022.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41022.160156 Penalty: 3027.977295
	Iteration 26F: 3 clusters Score -41022.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Entering Unmasked Estep 
Score: -760128.312500 Penalty: 2180.024414
	Iteration 0F: 2 clusters Score -760128.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -754682.625000 Penalty: 4360.048828
	Iteration 0F: 3 clusters Score -754682.6 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -756081.062500 Penalty: 4360.048828
	Iteration 1F: 3 clusters Score -756081.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -756341.375000 Penalty: 4360.048828
	Iteration 2F: 3 clusters Score -756341.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -756586.562500 Penalty: 4360.048828
	Iteration 3F: 3 clusters Score -756586.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -756807.562500 Penalty: 4360.048828
	Iteration 4Q: 3 clusters Score -756807.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -757081.312500 Penalty: 4360.048828
	Iteration 5Q: 3 clusters Score -757081.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -757432.562500 Penalty: 4360.048828
	Iteration 6F: 3 clusters Score -757432.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -757796.750000 Penalty: 4360.048828
	Iteration 7F: 3 clusters Score -757796.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -758132.875000 Penalty: 4360.048828
	Iteration 8F: 3 clusters Score -758132.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -758423.187500 Penalty: 4360.048828
	Iteration 9F: 3 clusters Score -758423.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -758642.250000 Penalty: 4360.048828
	Iteration 10Q: 3 clusters Score -758642.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -758814.812500 Penalty: 4360.048828
	Iteration 11Q: 3 clusters Score -758814.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -758951.250000 Penalty: 4360.048828
	Iteration 12Q: 3 clusters Score -758951.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -759061.250000 Penalty: 4360.048828
	Iteration 13Q: 3 clusters Score -759061.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -759143.250000 Penalty: 4360.048828
	Iteration 14Q: 3 clusters Score -759143.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -759199.875000 Penalty: 4360.048828
	Iteration 15Q: 3 clusters Score -759199.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -759233.375000 Penalty: 4360.048828
	Iteration 16Q: 3 clusters Score -759233.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -759259.500000 Penalty: 4360.048828
	Iteration 17Q: 3 clusters Score -759259.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -759279.437500 Penalty: 4360.048828
	Iteration 18Q: 3 clusters Score -759279.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -759291.125000 Penalty: 4360.048828
	Iteration 19Q: 3 clusters Score -759291.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -759298.500000 Penalty: 4360.048828
	Iteration 20F: 3 clusters Score -759298.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -759301.875000 Penalty: 4360.048828
	Iteration 21Q: 3 clusters Score -759301.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -759304.187500 Penalty: 4360.048828
	Iteration 22Q: 3 clusters Score -759304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -759305.875000 Penalty: 4360.048828
	Iteration 23Q: 3 clusters Score -759305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -759308.062500 Penalty: 4360.048828
	Iteration 24Q: 3 clusters Score -759308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -759307.062500 Penalty: 4360.048828
	Iteration 25Q: 3 clusters Score -759307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -759310.625000 Penalty: 4360.048828
	Iteration 26Q: 3 clusters Score -759310.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -759311.625000 Penalty: 4360.048828
	Iteration 27Q: 3 clusters Score -759311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -759313.562500 Penalty: 4360.048828
	Iteration 28Q: 3 clusters Score -759313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -759315.562500 Penalty: 4360.048828
	Iteration 29Q: 3 clusters Score -759315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -759317.375000 Penalty: 4360.048828
	Iteration 30Q: 3 clusters Score -759317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -759318.750000 Penalty: 4360.048828
	Iteration 31Q: 3 clusters Score -759318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -759321.187500 Penalty: 4360.048828
	Iteration 32Q: 3 clusters Score -759321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -759321.000000 Penalty: 4360.048828
	Iteration 33Q: 3 clusters Score -759321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -759322.125000 Penalty: 4360.048828
	Iteration 34Q: 3 clusters Score -759322.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -759322.000000 Penalty: 4360.048828
	Iteration 35Q: 3 clusters Score -759322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -759323.687500 Penalty: 4360.048828
	Iteration 36Q: 3 clusters Score -759323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -759321.937500 Penalty: 4360.048828
	Iteration 37Q: 3 clusters Score -759321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -759323.437500 Penalty: 4360.048828
	Iteration 38Q: 3 clusters Score -759323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -759325.875000 Penalty: 4360.048828
	Iteration 39Q: 3 clusters Score -759325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -759328.250000 Penalty: 4360.048828
	Iteration 40F: 3 clusters Score -759328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -759327.937500 Penalty: 4360.048828
	Iteration 41Q: 3 clusters Score -759327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -759327.937500 Penalty: 4360.048828
	Iteration 42F: 3 clusters Score -759327.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -388553.593750 Penalty: 2019.520264
	Iteration 0F: 2 clusters Score -388553.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -385029.500000 Penalty: 4039.040527
	Iteration 0F: 3 clusters Score -385029.5 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -385853.687500 Penalty: 4039.040527
	Iteration 1F: 3 clusters Score -385853.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -386102.562500 Penalty: 4039.040527
	Iteration 2F: 3 clusters Score -386102.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -386263.500000 Penalty: 4039.040527
	Iteration 3F: 3 clusters Score -386263.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -386369.062500 Penalty: 4039.040527
	Iteration 4Q: 3 clusters Score -386369.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -386458.656250 Penalty: 4039.040527
	Iteration 5Q: 3 clusters Score -386458.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -386534.656250 Penalty: 4039.040527
	Iteration 6Q: 3 clusters Score -386534.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -386590.843750 Penalty: 4039.040527
	Iteration 7Q: 3 clusters Score -386590.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -386639.250000 Penalty: 4039.040527
	Iteration 8Q: 3 clusters Score -386639.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -386683.875000 Penalty: 4039.040527
	Iteration 9Q: 3 clusters Score -386683.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -386727.125000 Penalty: 4039.040527
	Iteration 10Q: 3 clusters Score -386727.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -386766.531250 Penalty: 4039.040527
	Iteration 11Q: 3 clusters Score -386766.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -386799.468750 Penalty: 4039.040527
	Iteration 12Q: 3 clusters Score -386799.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -386833.718750 Penalty: 4039.040527
	Iteration 13Q: 3 clusters Score -386833.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -386864.468750 Penalty: 4039.040527
	Iteration 14Q: 3 clusters Score -386864.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -386899.687500 Penalty: 4039.040527
	Iteration 15Q: 3 clusters Score -386899.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -386935.218750 Penalty: 4039.040527
	Iteration 16Q: 3 clusters Score -386935.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -386958.500000 Penalty: 4039.040527
	Iteration 17Q: 3 clusters Score -386958.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -386979.531250 Penalty: 4039.040527
	Iteration 18Q: 3 clusters Score -386979.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -386991.562500 Penalty: 4039.040527
	Iteration 19Q: 3 clusters Score -386991.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -387003.281250 Penalty: 4039.040527
	Iteration 20F: 3 clusters Score -387003.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -387019.093750 Penalty: 4039.040527
	Iteration 21Q: 3 clusters Score -387019.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -387039.843750 Penalty: 4039.040527
	Iteration 22Q: 3 clusters Score -387039.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -387064.593750 Penalty: 4039.040527
	Iteration 23Q: 3 clusters Score -387064.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -387088.187500 Penalty: 4039.040527
	Iteration 24Q: 3 clusters Score -387088.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -387112.843750 Penalty: 4039.040527
	Iteration 25Q: 3 clusters Score -387112.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -387129.187500 Penalty: 4039.040527
	Iteration 26Q: 3 clusters Score -387129.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -387143.156250 Penalty: 4039.040527
	Iteration 27Q: 3 clusters Score -387143.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -387162.343750 Penalty: 4039.040527
	Iteration 28Q: 3 clusters Score -387162.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -387179.625000 Penalty: 4039.040527
	Iteration 29Q: 3 clusters Score -387179.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -387197.593750 Penalty: 4039.040527
	Iteration 30Q: 3 clusters Score -387197.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -387212.031250 Penalty: 4039.040527
	Iteration 31Q: 3 clusters Score -387212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -387224.125000 Penalty: 4039.040527
	Iteration 32Q: 3 clusters Score -387224.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -387233.468750 Penalty: 4039.040527
	Iteration 33Q: 3 clusters Score -387233.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -387242.312500 Penalty: 4039.040527
	Iteration 34Q: 3 clusters Score -387242.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -387248.062500 Penalty: 4039.040527
	Iteration 35Q: 3 clusters Score -387248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -387254.093750 Penalty: 4039.040527
	Iteration 36Q: 3 clusters Score -387254.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -387256.000000 Penalty: 4039.040527
	Iteration 37Q: 3 clusters Score -387256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -387257.531250 Penalty: 4039.040527
	Iteration 38Q: 3 clusters Score -387257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -387258.625000 Penalty: 4039.040527
	Iteration 39Q: 3 clusters Score -387258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -387258.625000 Penalty: 4039.040527
	Iteration 40F: 3 clusters Score -387258.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -86185.468750 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -86185.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84627.125000 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -84627.12 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85017.687500 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -85017.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85192.140625 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -85192.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85332.031250 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -85332.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85402.718750 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -85402.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -85443.914062 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -85443.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85503.031250 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -85503.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85584.367188 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -85584.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85656.796875 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -85656.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85740.953125 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -85740.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85927.601562 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -85927.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86110.273438 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -86110.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86245.796875 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -86245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86289.179688 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -86289.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86307.617188 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -86307.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86324.164062 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -86324.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86324.164062 Penalty: 3209.516602
	Iteration 16F: 3 clusters Score -86324.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49278 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27273 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81289 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104399 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16055 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6630 members 
Mstep: Class 50 contains 190913 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27027 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6783 members 
Mstep: Class 57 contains 12679 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 304 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 342 members 
Entering Unmasked Estep 
Score: -133764880.000000 Penalty: 260018.453125
Splitting cluster 66 changes total score from -133766680.000000 to -133764880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -213340.234375 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -213340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -211050.250000 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -211050.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -211487.593750 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -211487.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -211644.656250 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -211644.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -211751.500000 Penalty: 3632.292725
	Iteration 3Q: 3 clusters Score -211751.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -211828.109375 Penalty: 3632.292725
	Iteration 4Q: 3 clusters Score -211828.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -211888.609375 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -211888.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -211939.156250 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -211939.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -211985.125000 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -211985.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -212044.062500 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -212044.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -212102.593750 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -212102.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -212158.156250 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -212158.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -212219.468750 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -212219.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -212282.656250 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -212282.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -212335.906250 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -212335.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -212382.390625 Penalty: 3632.292725
	Iteration 14Q: 3 clusters Score -212382.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -212433.859375 Penalty: 3632.292725
	Iteration 15Q: 3 clusters Score -212433.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -212468.140625 Penalty: 3632.292725
	Iteration 16Q: 3 clusters Score -212468.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -212502.265625 Penalty: 3632.292725
	Iteration 17Q: 3 clusters Score -212502.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -212532.640625 Penalty: 3632.292725
	Iteration 18Q: 3 clusters Score -212532.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -212563.671875 Penalty: 3632.292725
	Iteration 19Q: 3 clusters Score -212563.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -212587.078125 Penalty: 3632.292725
	Iteration 20F: 3 clusters Score -212587.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -212620.046875 Penalty: 3632.292725
	Iteration 21Q: 3 clusters Score -212620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -212656.250000 Penalty: 3632.292725
	Iteration 22Q: 3 clusters Score -212656.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -212689.937500 Penalty: 3632.292725
	Iteration 23Q: 3 clusters Score -212689.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -212723.015625 Penalty: 3632.292725
	Iteration 24Q: 3 clusters Score -212723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -212733.859375 Penalty: 3632.292725
	Iteration 25Q: 3 clusters Score -212733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -212736.828125 Penalty: 3632.292725
	Iteration 26Q: 3 clusters Score -212736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -212739.812500 Penalty: 3632.292725
	Iteration 27Q: 3 clusters Score -212739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -212740.484375 Penalty: 3632.292725
	Iteration 28Q: 3 clusters Score -212740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -212741.484375 Penalty: 3632.292725
	Iteration 29Q: 3 clusters Score -212741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -212741.734375 Penalty: 3632.292725
	Iteration 30Q: 3 clusters Score -212741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -212742.265625 Penalty: 3632.292725
	Iteration 31Q: 3 clusters Score -212742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -212742.828125 Penalty: 3632.292725
	Iteration 32Q: 3 clusters Score -212742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -212744.281250 Penalty: 3632.292725
	Iteration 33Q: 3 clusters Score -212744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -212745.640625 Penalty: 3632.292725
	Iteration 34Q: 3 clusters Score -212745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -212745.640625 Penalty: 3632.292725
	Iteration 35F: 3 clusters Score -212745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Entering Unmasked Estep 
Score: -634178.437500 Penalty: 2134.589844
	Iteration 0F: 2 clusters Score -634178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -629408.187500 Penalty: 4269.179688
	Iteration 0F: 3 clusters Score -629408.2 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -630558.687500 Penalty: 4269.179688
	Iteration 1F: 3 clusters Score -630558.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -630801.937500 Penalty: 4269.179688
	Iteration 2F: 3 clusters Score -630801.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -630988.250000 Penalty: 4269.179688
	Iteration 3F: 3 clusters Score -630988.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -631139.812500 Penalty: 4269.179688
	Iteration 4Q: 3 clusters Score -631139.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -631265.062500 Penalty: 4269.179688
	Iteration 5Q: 3 clusters Score -631265.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -631385.312500 Penalty: 4269.179688
	Iteration 6Q: 3 clusters Score -631385.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -631503.812500 Penalty: 4269.179688
	Iteration 7Q: 3 clusters Score -631503.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -631610.000000 Penalty: 4269.179688
	Iteration 8Q: 3 clusters Score -631610 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -631721.687500 Penalty: 4269.179688
	Iteration 9Q: 3 clusters Score -631721.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -631812.750000 Penalty: 4269.179688
	Iteration 10Q: 3 clusters Score -631812.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -631937.500000 Penalty: 4269.179688
	Iteration 11Q: 3 clusters Score -631937.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -632057.250000 Penalty: 4269.179688
	Iteration 12Q: 3 clusters Score -632057.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -632150.625000 Penalty: 4269.179688
	Iteration 13Q: 3 clusters Score -632150.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -632219.625000 Penalty: 4269.179688
	Iteration 14Q: 3 clusters Score -632219.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -632263.625000 Penalty: 4269.179688
	Iteration 15Q: 3 clusters Score -632263.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -632302.437500 Penalty: 4269.179688
	Iteration 16Q: 3 clusters Score -632302.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -632334.312500 Penalty: 4269.179688
	Iteration 17Q: 3 clusters Score -632334.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -632355.937500 Penalty: 4269.179688
	Iteration 18Q: 3 clusters Score -632355.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -632370.375000 Penalty: 4269.179688
	Iteration 19Q: 3 clusters Score -632370.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -632382.812500 Penalty: 4269.179688
	Iteration 20F: 3 clusters Score -632382.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -632395.375000 Penalty: 4269.179688
	Iteration 21Q: 3 clusters Score -632395.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -632415.250000 Penalty: 4269.179688
	Iteration 22Q: 3 clusters Score -632415.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -632425.250000 Penalty: 4269.179688
	Iteration 23Q: 3 clusters Score -632425.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -632435.437500 Penalty: 4269.179688
	Iteration 24Q: 3 clusters Score -632435.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -632443.750000 Penalty: 4269.179688
	Iteration 25Q: 3 clusters Score -632443.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -632452.125000 Penalty: 4269.179688
	Iteration 26Q: 3 clusters Score -632452.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -632457.812500 Penalty: 4269.179688
	Iteration 27Q: 3 clusters Score -632457.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -632464.000000 Penalty: 4269.179688
	Iteration 28Q: 3 clusters Score -632464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -632472.437500 Penalty: 4269.179688
	Iteration 29Q: 3 clusters Score -632472.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -632479.437500 Penalty: 4269.179688
	Iteration 30Q: 3 clusters Score -632479.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -632485.875000 Penalty: 4269.179688
	Iteration 31Q: 3 clusters Score -632485.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -632491.000000 Penalty: 4269.179688
	Iteration 32Q: 3 clusters Score -632491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -632494.875000 Penalty: 4269.179688
	Iteration 33Q: 3 clusters Score -632494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -632498.687500 Penalty: 4269.179688
	Iteration 34Q: 3 clusters Score -632498.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -632500.125000 Penalty: 4269.179688
	Iteration 35Q: 3 clusters Score -632500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -632504.187500 Penalty: 4269.179688
	Iteration 36Q: 3 clusters Score -632504.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -632509.625000 Penalty: 4269.179688
	Iteration 37Q: 3 clusters Score -632509.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -632515.250000 Penalty: 4269.179688
	Iteration 38Q: 3 clusters Score -632515.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -632518.062500 Penalty: 4269.179688
	Iteration 39Q: 3 clusters Score -632518.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -632521.625000 Penalty: 4269.179688
	Iteration 40F: 3 clusters Score -632521.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -632524.312500 Penalty: 4269.179688
	Iteration 41Q: 3 clusters Score -632524.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -632526.562500 Penalty: 4269.179688
	Iteration 42Q: 3 clusters Score -632526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -632527.437500 Penalty: 4269.179688
	Iteration 43Q: 3 clusters Score -632527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -632527.437500 Penalty: 4269.179688
	Iteration 44F: 3 clusters Score -632527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -23497.117188 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -23497.12 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 92 members 
Entering Unmasked Estep 
Score: -22393.593750 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -22393.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22504.001953 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -22504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22573.437500 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -22573.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22606.119141 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -22606.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22614.472656 Penalty: 2586.608154
	Iteration 4Q: 3 clusters Score -22614.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22614.472656 Penalty: 2586.608154
	Iteration 5F: 3 clusters Score -22614.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -219798.984375 Penalty: 1818.265381
	Iteration 0F: 2 clusters Score -219799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -217568.734375 Penalty: 3636.530762
	Iteration 0F: 3 clusters Score -217568.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -218412.015625 Penalty: 3636.530762
	Iteration 1F: 3 clusters Score -218412 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -219067.828125 Penalty: 3636.530762
	Iteration 2F: 3 clusters Score -219067.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -219478.687500 Penalty: 3636.530762
	Iteration 3F: 3 clusters Score -219478.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -219694.828125 Penalty: 3636.530762
	Iteration 4F: 3 clusters Score -219694.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219815.468750 Penalty: 3636.530762
	Iteration 5Q: 3 clusters Score -219815.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -219893.609375 Penalty: 3636.530762
	Iteration 6Q: 3 clusters Score -219893.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -219959.765625 Penalty: 3636.530762
	Iteration 7Q: 3 clusters Score -219959.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219978.515625 Penalty: 3636.530762
	Iteration 8Q: 3 clusters Score -219978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -219983.265625 Penalty: 3636.530762
	Iteration 9Q: 3 clusters Score -219983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -219986.375000 Penalty: 3636.530762
	Iteration 10Q: 3 clusters Score -219986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -219986.375000 Penalty: 3636.530762
	Iteration 11F: 3 clusters Score -219986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49278 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27273 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81289 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104399 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16055 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6630 members 
Mstep: Class 50 contains 190913 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27027 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6783 members 
Mstep: Class 57 contains 12679 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 674 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 854 members 
Entering Unmasked Estep 
Score: -133764936.000000 Penalty: 260018.453125
Splitting cluster 70 changes total score from -133766680.000000 to -133764936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -361538.187500 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -361538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -358582.531250 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -358582.5 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -359286.437500 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -359286.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -359542.500000 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -359542.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -359739.531250 Penalty: 3877.542236
	Iteration 3F: 3 clusters Score -359739.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -359917.687500 Penalty: 3877.542236
	Iteration 4F: 3 clusters Score -359917.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -360099.031250 Penalty: 3877.542236
	Iteration 5F: 3 clusters Score -360099 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -360306.781250 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -360306.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -360525.687500 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -360525.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -360630.781250 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -360630.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -360673.875000 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -360673.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -360703.687500 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -360703.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -360719.750000 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -360719.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -360732.000000 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -360732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -360746.531250 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -360746.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -360750.812500 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -360750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -360751.781250 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -360751.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -360751.781250 Penalty: 3877.542236
	Iteration 16F: 3 clusters Score -360751.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -201142.703125 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -201142.7 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 704 members 
Entering Unmasked Estep 
Score: -198924.765625 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -198924.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -199448.921875 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -199448.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -199707.812500 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -199707.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -199875.921875 Penalty: 3598.773438
	Iteration 3F: 3 clusters Score -199875.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -200027.859375 Penalty: 3598.773438
	Iteration 4F: 3 clusters Score -200027.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -200158.156250 Penalty: 3598.773438
	Iteration 5Q: 3 clusters Score -200158.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -200289.812500 Penalty: 3598.773438
	Iteration 6Q: 3 clusters Score -200289.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -200393.703125 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -200393.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -200467.953125 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -200468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -200507.328125 Penalty: 3598.773438
	Iteration 9Q: 3 clusters Score -200507.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -200537.281250 Penalty: 3598.773438
	Iteration 10Q: 3 clusters Score -200537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -200565.468750 Penalty: 3598.773438
	Iteration 11Q: 3 clusters Score -200565.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -200576.765625 Penalty: 3598.773438
	Iteration 12Q: 3 clusters Score -200576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -200581.953125 Penalty: 3598.773438
	Iteration 13Q: 3 clusters Score -200582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -200586.609375 Penalty: 3598.773438
	Iteration 14Q: 3 clusters Score -200586.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -200586.609375 Penalty: 3598.773438
	Iteration 15F: 3 clusters Score -200586.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -298225.250000 Penalty: 1899.006104
	Iteration 0F: 2 clusters Score -298225.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -295568.250000 Penalty: 3798.012207
	Iteration 0F: 3 clusters Score -295568.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -296351.500000 Penalty: 3798.012207
	Iteration 1F: 3 clusters Score -296351.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -296726.812500 Penalty: 3798.012207
	Iteration 2F: 3 clusters Score -296726.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -296999.718750 Penalty: 3798.012207
	Iteration 3F: 3 clusters Score -296999.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -297159.125000 Penalty: 3798.012207
	Iteration 4Q: 3 clusters Score -297159.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -297247.593750 Penalty: 3798.012207
	Iteration 5Q: 3 clusters Score -297247.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -297316.343750 Penalty: 3798.012207
	Iteration 6Q: 3 clusters Score -297316.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -297386.593750 Penalty: 3798.012207
	Iteration 7Q: 3 clusters Score -297386.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -297428.468750 Penalty: 3798.012207
	Iteration 8Q: 3 clusters Score -297428.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -297470.593750 Penalty: 3798.012207
	Iteration 9Q: 3 clusters Score -297470.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -297505.312500 Penalty: 3798.012207
	Iteration 10Q: 3 clusters Score -297505.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297540.062500 Penalty: 3798.012207
	Iteration 11Q: 3 clusters Score -297540.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -297567.843750 Penalty: 3798.012207
	Iteration 12Q: 3 clusters Score -297567.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -297595.281250 Penalty: 3798.012207
	Iteration 13Q: 3 clusters Score -297595.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -297616.937500 Penalty: 3798.012207
	Iteration 14Q: 3 clusters Score -297616.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -297640.500000 Penalty: 3798.012207
	Iteration 15Q: 3 clusters Score -297640.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -297676.531250 Penalty: 3798.012207
	Iteration 16Q: 3 clusters Score -297676.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -297731.250000 Penalty: 3798.012207
	Iteration 17Q: 3 clusters Score -297731.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297785.531250 Penalty: 3798.012207
	Iteration 18Q: 3 clusters Score -297785.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297834.718750 Penalty: 3798.012207
	Iteration 19Q: 3 clusters Score -297834.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -297868.937500 Penalty: 3798.012207
	Iteration 20F: 3 clusters Score -297868.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297893.843750 Penalty: 3798.012207
	Iteration 21Q: 3 clusters Score -297893.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -297928.281250 Penalty: 3798.012207
	Iteration 22Q: 3 clusters Score -297928.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -297956.843750 Penalty: 3798.012207
	Iteration 23Q: 3 clusters Score -297956.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -298001.125000 Penalty: 3798.012207
	Iteration 24Q: 3 clusters Score -298001.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -298088.125000 Penalty: 3798.012207
	Iteration 25Q: 3 clusters Score -298088.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -298131.000000 Penalty: 3798.012207
	Iteration 26Q: 3 clusters Score -298131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -298172.187500 Penalty: 3798.012207
	Iteration 27Q: 3 clusters Score -298172.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -298199.906250 Penalty: 3798.012207
	Iteration 28Q: 3 clusters Score -298199.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -298218.718750 Penalty: 3798.012207
	Iteration 29Q: 3 clusters Score -298218.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -298238.375000 Penalty: 3798.012207
	Iteration 30Q: 3 clusters Score -298238.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -298244.375000 Penalty: 3798.012207
	Iteration 31Q: 3 clusters Score -298244.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -298247.937500 Penalty: 3798.012207
	Iteration 32Q: 3 clusters Score -298247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -298251.031250 Penalty: 3798.012207
	Iteration 33Q: 3 clusters Score -298251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -298255.750000 Penalty: 3798.012207
	Iteration 34Q: 3 clusters Score -298255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -298261.250000 Penalty: 3798.012207
	Iteration 35Q: 3 clusters Score -298261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -298263.593750 Penalty: 3798.012207
	Iteration 36Q: 3 clusters Score -298263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -298265.312500 Penalty: 3798.012207
	Iteration 37Q: 3 clusters Score -298265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -298266.125000 Penalty: 3798.012207
	Iteration 38Q: 3 clusters Score -298266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -298266.531250 Penalty: 3798.012207
	Iteration 39Q: 3 clusters Score -298266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -298268.562500 Penalty: 3798.012207
	Iteration 40F: 3 clusters Score -298268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -298270.718750 Penalty: 3798.012207
	Iteration 41Q: 3 clusters Score -298270.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -298275.843750 Penalty: 3798.012207
	Iteration 42Q: 3 clusters Score -298275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -298277.968750 Penalty: 3798.012207
	Iteration 43Q: 3 clusters Score -298278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -298279.031250 Penalty: 3798.012207
	Iteration 44Q: 3 clusters Score -298279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -298279.875000 Penalty: 3798.012207
	Iteration 45Q: 3 clusters Score -298279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -298280.156250 Penalty: 3798.012207
	Iteration 46Q: 3 clusters Score -298280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -298280.562500 Penalty: 3798.012207
	Iteration 47Q: 3 clusters Score -298280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -298280.562500 Penalty: 3798.012207
	Iteration 48F: 3 clusters Score -298280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49278 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27273 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81289 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104399 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16055 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6630 members 
Mstep: Class 50 contains 190913 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27027 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6783 members 
Mstep: Class 57 contains 12679 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 1084 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 1032 members 
Entering Unmasked Estep 
Score: -133765240.000000 Penalty: 260018.453125
Splitting cluster 73 changes total score from -133766680.000000 to -133765240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -135989.453125 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -135989.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134119.562500 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -134119.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134438.406250 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -134438.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -134606.812500 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -134606.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -134693.000000 Penalty: 3391.848877
	Iteration 3Q: 3 clusters Score -134693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -134758.062500 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -134758.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -134805.765625 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -134805.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -134849.218750 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -134849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -134876.203125 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -134876.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -134911.546875 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -134911.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -134949.078125 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -134949.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -134986.453125 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -134986.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -135033.812500 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -135033.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -135085.359375 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -135085.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -135152.000000 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -135152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -135262.562500 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -135262.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -135406.671875 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -135406.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -135552.484375 Penalty: 3391.848877
	Iteration 16Q: 3 clusters Score -135552.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135693.406250 Penalty: 3391.848877
	Iteration 17Q: 3 clusters Score -135693.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135751.859375 Penalty: 3391.848877
	Iteration 18Q: 3 clusters Score -135751.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -135780.562500 Penalty: 3391.848877
	Iteration 19Q: 3 clusters Score -135780.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135790.156250 Penalty: 3391.848877
	Iteration 20F: 3 clusters Score -135790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135808.890625 Penalty: 3391.848877
	Iteration 21Q: 3 clusters Score -135808.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135828.953125 Penalty: 3391.848877
	Iteration 22Q: 3 clusters Score -135829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135841.421875 Penalty: 3391.848877
	Iteration 23Q: 3 clusters Score -135841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135863.546875 Penalty: 3391.848877
	Iteration 24Q: 3 clusters Score -135863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135879.796875 Penalty: 3391.848877
	Iteration 25Q: 3 clusters Score -135879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -135886.687500 Penalty: 3391.848877
	Iteration 26Q: 3 clusters Score -135886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -135889.437500 Penalty: 3391.848877
	Iteration 27Q: 3 clusters Score -135889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -135891.718750 Penalty: 3391.848877
	Iteration 28Q: 3 clusters Score -135891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -135893.140625 Penalty: 3391.848877
	Iteration 29Q: 3 clusters Score -135893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -135893.140625 Penalty: 3391.848877
	Iteration 30F: 3 clusters Score -135893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175275 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49278 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27273 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16827 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81289 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104399 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16055 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6630 members 
Mstep: Class 50 contains 190913 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27027 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6783 members 
Mstep: Class 57 contains 12679 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766672.000000 Penalty: 256551.531250
Iteration 279Q: 75 clusters Score -1.337667e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42318 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175274 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49277 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16826 members 
Mstep: Class 25 contains 22373 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81287 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104402 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16057 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190916 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27023 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12680 members 
Mstep: Class 58 contains 11148 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766752.000000 Penalty: 256551.531250
Iteration 280F: 75 clusters Score -1.337668e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42315 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175274 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49277 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22375 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81287 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104402 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16059 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190916 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27019 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12682 members 
Mstep: Class 58 contains 11149 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766744.000000 Penalty: 256551.531250
Iteration 281Q: 75 clusters Score -1.337667e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42315 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49277 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81286 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104403 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16060 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190915 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27017 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766736.000000 Penalty: 256551.531250
Iteration 282Q: 75 clusters Score -1.337667e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42315 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49276 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81286 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104406 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190914 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27016 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766720.000000 Penalty: 256551.531250
Iteration 283Q: 75 clusters Score -1.337667e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42314 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49276 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81285 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104409 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190912 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27015 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766736.000000 Penalty: 256551.531250
Iteration 284Q: 75 clusters Score -1.337667e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42311 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49276 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81282 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104415 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190911 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27015 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766744.000000 Penalty: 256551.531250
Iteration 285Q: 75 clusters Score -1.337667e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42309 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49276 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81281 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104419 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190912 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27015 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766720.000000 Penalty: 256551.531250
Iteration 286Q: 75 clusters Score -1.337667e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42308 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49276 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81280 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104424 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190909 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27015 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766704.000000 Penalty: 256551.531250
Iteration 287Q: 75 clusters Score -1.337667e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42308 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49275 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27271 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81278 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104428 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190907 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27015 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766688.000000 Penalty: 256551.531250
Iteration 288Q: 75 clusters Score -1.337667e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42308 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49275 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81274 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104432 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190906 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27015 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766704.000000 Penalty: 256551.531250
Iteration 289Q: 75 clusters Score -1.337667e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42307 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49274 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81270 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104441 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24863 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190903 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27015 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11151 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8639 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766712.000000 Penalty: 256551.531250
Iteration 290Q: 75 clusters Score -1.337667e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49274 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9149 members 
Mstep: Class 28 contains 81263 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104449 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24864 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190902 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27015 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11150 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8640 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766712.000000 Penalty: 256551.531250
Iteration 291Q: 75 clusters Score -1.337667e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49272 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81259 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104456 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24864 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190899 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27017 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11148 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766720.000000 Penalty: 256551.531250
Iteration 292Q: 75 clusters Score -1.337667e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49270 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81258 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104459 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24864 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190897 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27017 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11148 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766752.000000 Penalty: 256551.531250
Iteration 293Q: 75 clusters Score -1.337668e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42307 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49270 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81256 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104459 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24865 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190897 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27017 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11148 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766760.000000 Penalty: 256551.531250
Iteration 294Q: 75 clusters Score -1.337668e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42307 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49270 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81252 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104463 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24866 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190896 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27017 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11148 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766784.000000 Penalty: 256551.531250
Iteration 295Q: 75 clusters Score -1.337668e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49270 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81249 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104467 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24867 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190895 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27017 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11148 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766800.000000 Penalty: 256551.531250
Iteration 296Q: 75 clusters Score -1.337668e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49268 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81246 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104472 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24867 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190896 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27017 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11148 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766800.000000 Penalty: 256551.531250
Iteration 297Q: 75 clusters Score -1.337668e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 49268 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27271 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81245 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104473 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24867 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190896 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27018 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11148 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766808.000000 Penalty: 256551.531250
Iteration 298Q: 75 clusters Score -1.337668e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9840 members 
Mstep: Class 18 contains 49268 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81245 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104473 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16062 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24867 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190896 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27020 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766784.000000 Penalty: 256551.531250
Iteration 299Q: 75 clusters Score -1.337668e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9840 members 
Mstep: Class 18 contains 49268 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81241 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104474 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16063 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24867 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190896 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27022 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766792.000000 Penalty: 256551.531250
Iteration 300F: 75 clusters Score -1.337668e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175273 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49267 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22376 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81237 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104476 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16063 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24867 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190894 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27026 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11147 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766776.000000 Penalty: 256551.531250
Iteration 301Q: 75 clusters Score -1.337668e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42307 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49267 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81232 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104478 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16063 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24867 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190894 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27029 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766776.000000 Penalty: 256551.531250
Iteration 302Q: 75 clusters Score -1.337668e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42307 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49267 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81230 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104480 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16063 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24867 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190894 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766800.000000 Penalty: 256551.531250
Iteration 303Q: 75 clusters Score -1.337668e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49268 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81225 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104484 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16063 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24868 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190894 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766776.000000 Penalty: 256551.531250
Iteration 304Q: 75 clusters Score -1.337668e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175272 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49268 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27270 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81222 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104485 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16064 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24870 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190894 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766784.000000 Penalty: 256551.531250
Iteration 305Q: 75 clusters Score -1.337668e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42305 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49270 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81216 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16066 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190895 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766832.000000 Penalty: 256551.531250
Iteration 306Q: 75 clusters Score -1.337668e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49270 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81218 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16067 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190893 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766800.000000 Penalty: 256551.531250
Iteration 307Q: 75 clusters Score -1.337668e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42303 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49270 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81218 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16068 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190893 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766784.000000 Penalty: 256551.531250
Iteration 308Q: 75 clusters Score -1.337668e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49269 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81218 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16068 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190893 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766792.000000 Penalty: 256551.531250
Iteration 309Q: 75 clusters Score -1.337668e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49269 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81218 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16068 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190893 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766792.000000 Penalty: 256551.531250
Iteration 310F: 75 clusters Score -1.337668e+08 nChanged 0
Entering ConstructFrom: 
Score: -133766792.000000 Penalty: 256551.531250
Entering ConstructFrom: 
Trying to split cluster 1 (23047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Entering Unmasked Estep 
Score: -2719180.250000 Penalty: 2491.232178
	Iteration 0F: 2 clusters Score -2719180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2703144.000000 Penalty: 4982.464355
	Iteration 0F: 3 clusters Score -2703144 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2708527.000000 Penalty: 4982.464355
	Iteration 1F: 3 clusters Score -2708527 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2708924.500000 Penalty: 4982.464355
	Iteration 2Q: 3 clusters Score -2708924 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2709264.500000 Penalty: 4982.464355
	Iteration 3Q: 3 clusters Score -2709264 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2709632.500000 Penalty: 4982.464355
	Iteration 4Q: 3 clusters Score -2709632 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2710067.250000 Penalty: 4982.464355
	Iteration 5Q: 3 clusters Score -2710067 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2710649.000000 Penalty: 4982.464355
	Iteration 6Q: 3 clusters Score -2710649 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2711455.750000 Penalty: 4982.464355
	Iteration 7F: 3 clusters Score -2711456 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2712546.500000 Penalty: 4982.464355
	Iteration 8F: 3 clusters Score -2712546 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2713856.000000 Penalty: 4982.464355
	Iteration 9F: 3 clusters Score -2713856 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2715154.250000 Penalty: 4982.464355
	Iteration 10F: 3 clusters Score -2715154 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2716123.000000 Penalty: 4982.464355
	Iteration 11Q: 3 clusters Score -2716123 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2716712.750000 Penalty: 4982.464355
	Iteration 12Q: 3 clusters Score -2716713 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2717081.000000 Penalty: 4982.464355
	Iteration 13Q: 3 clusters Score -2717081 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2717304.750000 Penalty: 4982.464355
	Iteration 14Q: 3 clusters Score -2717305 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2717463.500000 Penalty: 4982.464355
	Iteration 15Q: 3 clusters Score -2717464 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2717540.250000 Penalty: 4982.464355
	Iteration 16Q: 3 clusters Score -2717540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -2717592.500000 Penalty: 4982.464355
	Iteration 17Q: 3 clusters Score -2717592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2717623.750000 Penalty: 4982.464355
	Iteration 18Q: 3 clusters Score -2717624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2717649.500000 Penalty: 4982.464355
	Iteration 19Q: 3 clusters Score -2717650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2717761.000000 Penalty: 4982.464355
	Iteration 20F: 3 clusters Score -2717761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2717821.000000 Penalty: 4982.464355
	Iteration 21Q: 3 clusters Score -2717821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2717856.750000 Penalty: 4982.464355
	Iteration 22Q: 3 clusters Score -2717857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -2717891.000000 Penalty: 4982.464355
	Iteration 23Q: 3 clusters Score -2717891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2717901.750000 Penalty: 4982.464355
	Iteration 24Q: 3 clusters Score -2717902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2717911.750000 Penalty: 4982.464355
	Iteration 25Q: 3 clusters Score -2717912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2717915.250000 Penalty: 4982.464355
	Iteration 26Q: 3 clusters Score -2717915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2717923.000000 Penalty: 4982.464355
	Iteration 27Q: 3 clusters Score -2717923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2717920.500000 Penalty: 4982.464355
	Iteration 28Q: 3 clusters Score -2717920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2717925.250000 Penalty: 4982.464355
	Iteration 29Q: 3 clusters Score -2717925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2717930.500000 Penalty: 4982.464355
	Iteration 30Q: 3 clusters Score -2717930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2717935.500000 Penalty: 4982.464355
	Iteration 31Q: 3 clusters Score -2717936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2717933.000000 Penalty: 4982.464355
	Iteration 32Q: 3 clusters Score -2717933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2717939.750000 Penalty: 4982.464355
	Iteration 33Q: 3 clusters Score -2717940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2717940.750000 Penalty: 4982.464355
	Iteration 34Q: 3 clusters Score -2717941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2717947.250000 Penalty: 4982.464355
	Iteration 35Q: 3 clusters Score -2717947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2717946.000000 Penalty: 4982.464355
	Iteration 36Q: 3 clusters Score -2717946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2717945.750000 Penalty: 4982.464355
	Iteration 37Q: 3 clusters Score -2717946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2717945.750000 Penalty: 4982.464355
	Iteration 38F: 3 clusters Score -2717946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -153924.734375 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -153924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -151966.281250 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -151966.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152944.343750 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -152944.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -153618.578125 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -153618.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -154261.843750 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -154261.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -154428.000000 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -154428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -154459.015625 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -154459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -154465.906250 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -154465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -154474.843750 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -154474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -154479.875000 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -154479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -154486.000000 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -154486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -154486.937500 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -154486.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -154488.343750 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -154488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -154489.234375 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -154489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -154490.203125 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -154490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -154492.109375 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -154492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -154497.062500 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -154497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154503.343750 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -154503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154506.312500 Penalty: 3480.238281
	Iteration 17Q: 3 clusters Score -154506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -154508.125000 Penalty: 3480.238281
	Iteration 18Q: 3 clusters Score -154508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -154508.968750 Penalty: 3480.238281
	Iteration 19Q: 3 clusters Score -154509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -154508.968750 Penalty: 3480.238281
	Iteration 20F: 3 clusters Score -154509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 457 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49269 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81218 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16068 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190893 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 658 members 
Entering Unmasked Estep 
Score: -133765736.000000 Penalty: 260018.453125
Splitting cluster 2 changes total score from -133766792.000000 to -133765736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -65745.531250 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -65745.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64248.011719 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -64248.01 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64538.031250 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -64538.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64677.453125 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -64677.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64768.558594 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -64768.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64845.363281 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -64845.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64905.914062 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -64905.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65008.375000 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -65008.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65094.292969 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -65094.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -65180.085938 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -65180.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -65271.230469 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -65271.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -65302.554688 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -65302.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65317.093750 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -65317.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -65332.609375 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -65332.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -65336.855469 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -65336.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65342.082031 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -65342.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65342.542969 Penalty: 3063.229980
	Iteration 15F: 3 clusters Score -65342.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -65349.468750 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -65349.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -65349.468750 Penalty: 3063.229980
	Iteration 17F: 3 clusters Score -65349.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Entering Unmasked Estep 
Score: -4959044.000000 Penalty: 2641.853760
	Iteration 0F: 2 clusters Score -4959044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4930439.000000 Penalty: 5283.707520
	Iteration 0F: 3 clusters Score -4930439 nChanged 19428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4941221.500000 Penalty: 5283.707520
	Iteration 1F: 3 clusters Score -4941222 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4941826.500000 Penalty: 5283.707520
	Iteration 2Q: 3 clusters Score -4941826 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4942551.000000 Penalty: 5283.707520
	Iteration 3Q: 3 clusters Score -4942551 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4943492.000000 Penalty: 5283.707520
	Iteration 4Q: 3 clusters Score -4943492 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4944771.500000 Penalty: 5283.707520
	Iteration 5F: 3 clusters Score -4944772 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4946508.000000 Penalty: 5283.707520
	Iteration 6F: 3 clusters Score -4946508 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4948597.500000 Penalty: 5283.707520
	Iteration 7F: 3 clusters Score -4948598 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -4950771.500000 Penalty: 5283.707520
	Iteration 8F: 3 clusters Score -4950772 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -4952576.000000 Penalty: 5283.707520
	Iteration 9F: 3 clusters Score -4952576 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4953971.000000 Penalty: 5283.707520
	Iteration 10Q: 3 clusters Score -4953971 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4954914.500000 Penalty: 5283.707520
	Iteration 11Q: 3 clusters Score -4954914 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4955524.000000 Penalty: 5283.707520
	Iteration 12Q: 3 clusters Score -4955524 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4955982.000000 Penalty: 5283.707520
	Iteration 13Q: 3 clusters Score -4955982 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4956356.500000 Penalty: 5283.707520
	Iteration 14Q: 3 clusters Score -4956356 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4956729.500000 Penalty: 5283.707520
	Iteration 15Q: 3 clusters Score -4956730 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4957028.000000 Penalty: 5283.707520
	Iteration 16Q: 3 clusters Score -4957028 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4957210.500000 Penalty: 5283.707520
	Iteration 17Q: 3 clusters Score -4957210 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4957306.500000 Penalty: 5283.707520
	Iteration 18Q: 3 clusters Score -4957306 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4957389.000000 Penalty: 5283.707520
	Iteration 19Q: 3 clusters Score -4957389 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4957443.000000 Penalty: 5283.707520
	Iteration 20F: 3 clusters Score -4957443 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4957470.000000 Penalty: 5283.707520
	Iteration 21Q: 3 clusters Score -4957470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4957502.000000 Penalty: 5283.707520
	Iteration 22Q: 3 clusters Score -4957502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4957522.500000 Penalty: 5283.707520
	Iteration 23Q: 3 clusters Score -4957522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4957531.500000 Penalty: 5283.707520
	Iteration 24Q: 3 clusters Score -4957532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4957537.000000 Penalty: 5283.707520
	Iteration 25Q: 3 clusters Score -4957537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4957544.500000 Penalty: 5283.707520
	Iteration 26Q: 3 clusters Score -4957544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4957544.000000 Penalty: 5283.707520
	Iteration 27Q: 3 clusters Score -4957544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4957549.500000 Penalty: 5283.707520
	Iteration 28Q: 3 clusters Score -4957550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4957549.000000 Penalty: 5283.707520
	Iteration 29Q: 3 clusters Score -4957549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4957551.500000 Penalty: 5283.707520
	Iteration 30Q: 3 clusters Score -4957552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4957545.000000 Penalty: 5283.707520
	Iteration 31Q: 3 clusters Score -4957545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4957541.500000 Penalty: 5283.707520
	Iteration 32Q: 3 clusters Score -4957542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4957538.000000 Penalty: 5283.707520
	Iteration 33Q: 3 clusters Score -4957538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4957549.500000 Penalty: 5283.707520
	Iteration 34Q: 3 clusters Score -4957550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4957547.500000 Penalty: 5283.707520
	Iteration 35Q: 3 clusters Score -4957548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4957548.500000 Penalty: 5283.707520
	Iteration 36Q: 3 clusters Score -4957548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4957547.500000 Penalty: 5283.707520
	Iteration 37Q: 3 clusters Score -4957548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4957547.500000 Penalty: 5283.707520
	Iteration 38F: 3 clusters Score -4957548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -439559.750000 Penalty: 2037.120239
	Iteration 0F: 2 clusters Score -439559.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -435891.218750 Penalty: 4074.240479
	Iteration 0F: 3 clusters Score -435891.2 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -436678.218750 Penalty: 4074.240479
	Iteration 1F: 3 clusters Score -436678.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -436848.906250 Penalty: 4074.240479
	Iteration 2F: 3 clusters Score -436848.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -436954.531250 Penalty: 4074.240479
	Iteration 3Q: 3 clusters Score -436954.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -437023.187500 Penalty: 4074.240479
	Iteration 4Q: 3 clusters Score -437023.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -437069.656250 Penalty: 4074.240479
	Iteration 5Q: 3 clusters Score -437069.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -437103.593750 Penalty: 4074.240479
	Iteration 6Q: 3 clusters Score -437103.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -437125.687500 Penalty: 4074.240479
	Iteration 7Q: 3 clusters Score -437125.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -437145.781250 Penalty: 4074.240479
	Iteration 8Q: 3 clusters Score -437145.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -437163.812500 Penalty: 4074.240479
	Iteration 9Q: 3 clusters Score -437163.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -437181.468750 Penalty: 4074.240479
	Iteration 10Q: 3 clusters Score -437181.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -437203.281250 Penalty: 4074.240479
	Iteration 11Q: 3 clusters Score -437203.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -437222.218750 Penalty: 4074.240479
	Iteration 12Q: 3 clusters Score -437222.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -437237.062500 Penalty: 4074.240479
	Iteration 13Q: 3 clusters Score -437237.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -437261.968750 Penalty: 4074.240479
	Iteration 14Q: 3 clusters Score -437262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -437300.531250 Penalty: 4074.240479
	Iteration 15Q: 3 clusters Score -437300.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -437335.718750 Penalty: 4074.240479
	Iteration 16Q: 3 clusters Score -437335.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -437371.968750 Penalty: 4074.240479
	Iteration 17Q: 3 clusters Score -437372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -437406.875000 Penalty: 4074.240479
	Iteration 18Q: 3 clusters Score -437406.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -437445.125000 Penalty: 4074.240479
	Iteration 19Q: 3 clusters Score -437445.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -437479.000000 Penalty: 4074.240479
	Iteration 20F: 3 clusters Score -437479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -437510.656250 Penalty: 4074.240479
	Iteration 21Q: 3 clusters Score -437510.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -437534.781250 Penalty: 4074.240479
	Iteration 22Q: 3 clusters Score -437534.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -437558.250000 Penalty: 4074.240479
	Iteration 23Q: 3 clusters Score -437558.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -437574.000000 Penalty: 4074.240479
	Iteration 24Q: 3 clusters Score -437574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -437588.218750 Penalty: 4074.240479
	Iteration 25Q: 3 clusters Score -437588.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -437604.625000 Penalty: 4074.240479
	Iteration 26Q: 3 clusters Score -437604.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -437618.906250 Penalty: 4074.240479
	Iteration 27Q: 3 clusters Score -437618.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -437636.781250 Penalty: 4074.240479
	Iteration 28Q: 3 clusters Score -437636.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -437659.156250 Penalty: 4074.240479
	Iteration 29Q: 3 clusters Score -437659.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -437677.281250 Penalty: 4074.240479
	Iteration 30Q: 3 clusters Score -437677.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -437689.343750 Penalty: 4074.240479
	Iteration 31Q: 3 clusters Score -437689.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -437697.218750 Penalty: 4074.240479
	Iteration 32Q: 3 clusters Score -437697.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -437705.656250 Penalty: 4074.240479
	Iteration 33Q: 3 clusters Score -437705.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -437717.343750 Penalty: 4074.240479
	Iteration 34Q: 3 clusters Score -437717.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -437724.468750 Penalty: 4074.240479
	Iteration 35Q: 3 clusters Score -437724.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -437732.000000 Penalty: 4074.240479
	Iteration 36Q: 3 clusters Score -437732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -437736.625000 Penalty: 4074.240479
	Iteration 37Q: 3 clusters Score -437736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -437742.250000 Penalty: 4074.240479
	Iteration 38Q: 3 clusters Score -437742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -437746.156250 Penalty: 4074.240479
	Iteration 39Q: 3 clusters Score -437746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -437747.406250 Penalty: 4074.240479
	Iteration 40F: 3 clusters Score -437747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -437748.718750 Penalty: 4074.240479
	Iteration 41Q: 3 clusters Score -437748.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -437750.093750 Penalty: 4074.240479
	Iteration 42Q: 3 clusters Score -437750.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -437750.093750 Penalty: 4074.240479
	Iteration 43F: 3 clusters Score -437750.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Entering Unmasked Estep 
Score: -6326046.000000 Penalty: 2693.917236
	Iteration 0F: 2 clusters Score -6326046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -6290838.000000 Penalty: 5387.834473
	Iteration 0F: 3 clusters Score -6290838 nChanged 24266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -6304170.500000 Penalty: 5387.834473
	Iteration 1F: 3 clusters Score -6304170 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -6304736.000000 Penalty: 5387.834473
	Iteration 2Q: 3 clusters Score -6304736 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -6305339.000000 Penalty: 5387.834473
	Iteration 3Q: 3 clusters Score -6305339 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -6306166.500000 Penalty: 5387.834473
	Iteration 4Q: 3 clusters Score -6306166 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -6307353.500000 Penalty: 5387.834473
	Iteration 5Q: 3 clusters Score -6307354 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -6309122.500000 Penalty: 5387.834473
	Iteration 6F: 3 clusters Score -6309122 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -6311882.000000 Penalty: 5387.834473
	Iteration 7F: 3 clusters Score -6311882 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -6315143.500000 Penalty: 5387.834473
	Iteration 8F: 3 clusters Score -6315144 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -6318328.000000 Penalty: 5387.834473
	Iteration 9F: 3 clusters Score -6318328 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -6320591.000000 Penalty: 5387.834473
	Iteration 10Q: 3 clusters Score -6320591 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6321918.500000 Penalty: 5387.834473
	Iteration 11Q: 3 clusters Score -6321918 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6322625.500000 Penalty: 5387.834473
	Iteration 12Q: 3 clusters Score -6322626 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6323024.500000 Penalty: 5387.834473
	Iteration 13Q: 3 clusters Score -6323024 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6323290.500000 Penalty: 5387.834473
	Iteration 14Q: 3 clusters Score -6323290 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6323437.500000 Penalty: 5387.834473
	Iteration 15Q: 3 clusters Score -6323438 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6323509.500000 Penalty: 5387.834473
	Iteration 16Q: 3 clusters Score -6323510 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6323574.000000 Penalty: 5387.834473
	Iteration 17Q: 3 clusters Score -6323574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6323627.000000 Penalty: 5387.834473
	Iteration 18Q: 3 clusters Score -6323627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6323662.000000 Penalty: 5387.834473
	Iteration 19Q: 3 clusters Score -6323662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6323689.500000 Penalty: 5387.834473
	Iteration 20F: 3 clusters Score -6323690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6323711.500000 Penalty: 5387.834473
	Iteration 21Q: 3 clusters Score -6323712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6323733.000000 Penalty: 5387.834473
	Iteration 22Q: 3 clusters Score -6323733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6323743.000000 Penalty: 5387.834473
	Iteration 23Q: 3 clusters Score -6323743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6323762.500000 Penalty: 5387.834473
	Iteration 24Q: 3 clusters Score -6323762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6323773.000000 Penalty: 5387.834473
	Iteration 25Q: 3 clusters Score -6323773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6323781.500000 Penalty: 5387.834473
	Iteration 26Q: 3 clusters Score -6323782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6323786.500000 Penalty: 5387.834473
	Iteration 27Q: 3 clusters Score -6323786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6323794.000000 Penalty: 5387.834473
	Iteration 28Q: 3 clusters Score -6323794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6323805.500000 Penalty: 5387.834473
	Iteration 29Q: 3 clusters Score -6323806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6323807.000000 Penalty: 5387.834473
	Iteration 30Q: 3 clusters Score -6323807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6323812.000000 Penalty: 5387.834473
	Iteration 31Q: 3 clusters Score -6323812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6323808.500000 Penalty: 5387.834473
	Iteration 32Q: 3 clusters Score -6323808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6323808.000000 Penalty: 5387.834473
	Iteration 33Q: 3 clusters Score -6323808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6323804.000000 Penalty: 5387.834473
	Iteration 34Q: 3 clusters Score -6323804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6323805.000000 Penalty: 5387.834473
	Iteration 35Q: 3 clusters Score -6323805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6323805.000000 Penalty: 5387.834473
	Iteration 36F: 3 clusters Score -6323805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Entering Unmasked Estep 
Score: -911569.937500 Penalty: 2227.145020
	Iteration 0F: 2 clusters Score -911569.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -905239.687500 Penalty: 4454.290039
	Iteration 0F: 3 clusters Score -905239.7 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -907332.562500 Penalty: 4454.290039
	Iteration 1F: 3 clusters Score -907332.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -908147.812500 Penalty: 4454.290039
	Iteration 2F: 3 clusters Score -908147.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -908866.312500 Penalty: 4454.290039
	Iteration 3F: 3 clusters Score -908866.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -909516.937500 Penalty: 4454.290039
	Iteration 4F: 3 clusters Score -909516.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -910077.687500 Penalty: 4454.290039
	Iteration 5F: 3 clusters Score -910077.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -910449.500000 Penalty: 4454.290039
	Iteration 6F: 3 clusters Score -910449.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -910662.812500 Penalty: 4454.290039
	Iteration 7Q: 3 clusters Score -910662.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -910788.187500 Penalty: 4454.290039
	Iteration 8Q: 3 clusters Score -910788.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -910879.312500 Penalty: 4454.290039
	Iteration 9Q: 3 clusters Score -910879.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -910936.687500 Penalty: 4454.290039
	Iteration 10Q: 3 clusters Score -910936.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -910995.437500 Penalty: 4454.290039
	Iteration 11Q: 3 clusters Score -910995.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -911024.062500 Penalty: 4454.290039
	Iteration 12Q: 3 clusters Score -911024.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -911055.250000 Penalty: 4454.290039
	Iteration 13Q: 3 clusters Score -911055.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -911072.500000 Penalty: 4454.290039
	Iteration 14Q: 3 clusters Score -911072.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -911083.437500 Penalty: 4454.290039
	Iteration 15Q: 3 clusters Score -911083.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -911086.000000 Penalty: 4454.290039
	Iteration 16Q: 3 clusters Score -911086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -911092.875000 Penalty: 4454.290039
	Iteration 17Q: 3 clusters Score -911092.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -911098.125000 Penalty: 4454.290039
	Iteration 18Q: 3 clusters Score -911098.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -911099.187500 Penalty: 4454.290039
	Iteration 19Q: 3 clusters Score -911099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -911103.062500 Penalty: 4454.290039
	Iteration 20F: 3 clusters Score -911103.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -911101.812500 Penalty: 4454.290039
	Iteration 21Q: 3 clusters Score -911101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -911106.500000 Penalty: 4454.290039
	Iteration 22Q: 3 clusters Score -911106.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -911111.500000 Penalty: 4454.290039
	Iteration 23Q: 3 clusters Score -911111.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -911112.625000 Penalty: 4454.290039
	Iteration 24Q: 3 clusters Score -911112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -911116.812500 Penalty: 4454.290039
	Iteration 25Q: 3 clusters Score -911116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -911119.125000 Penalty: 4454.290039
	Iteration 26Q: 3 clusters Score -911119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -911119.687500 Penalty: 4454.290039
	Iteration 27Q: 3 clusters Score -911119.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -911126.562500 Penalty: 4454.290039
	Iteration 28Q: 3 clusters Score -911126.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -911135.000000 Penalty: 4454.290039
	Iteration 29Q: 3 clusters Score -911135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -911140.312500 Penalty: 4454.290039
	Iteration 30Q: 3 clusters Score -911140.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -911144.000000 Penalty: 4454.290039
	Iteration 31Q: 3 clusters Score -911144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -911148.437500 Penalty: 4454.290039
	Iteration 32Q: 3 clusters Score -911148.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -911152.500000 Penalty: 4454.290039
	Iteration 33Q: 3 clusters Score -911152.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -911154.937500 Penalty: 4454.290039
	Iteration 34Q: 3 clusters Score -911154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -911157.750000 Penalty: 4454.290039
	Iteration 35Q: 3 clusters Score -911157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -911165.375000 Penalty: 4454.290039
	Iteration 36Q: 3 clusters Score -911165.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -911176.687500 Penalty: 4454.290039
	Iteration 37Q: 3 clusters Score -911176.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -911206.187500 Penalty: 4454.290039
	Iteration 38Q: 3 clusters Score -911206.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -911256.500000 Penalty: 4454.290039
	Iteration 39Q: 3 clusters Score -911256.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -911306.250000 Penalty: 4454.290039
	Iteration 40F: 3 clusters Score -911306.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -911333.312500 Penalty: 4454.290039
	Iteration 41Q: 3 clusters Score -911333.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -911352.312500 Penalty: 4454.290039
	Iteration 42Q: 3 clusters Score -911352.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -911371.375000 Penalty: 4454.290039
	Iteration 43Q: 3 clusters Score -911371.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -911391.062500 Penalty: 4454.290039
	Iteration 44Q: 3 clusters Score -911391.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -911396.500000 Penalty: 4454.290039
	Iteration 45Q: 3 clusters Score -911396.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -911405.625000 Penalty: 4454.290039
	Iteration 46Q: 3 clusters Score -911405.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -911410.687500 Penalty: 4454.290039
	Iteration 47Q: 3 clusters Score -911410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -911412.375000 Penalty: 4454.290039
	Iteration 48Q: 3 clusters Score -911412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -911411.250000 Penalty: 4454.290039
	Iteration 49Q: 3 clusters Score -911411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -911411.250000 Penalty: 4454.290039
	Iteration 50F: 3 clusters Score -911411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175271 members 
Entering Unmasked Estep 
Score: -20666924.000000 Penalty: 2994.374023
	Iteration 0F: 2 clusters Score -2.066692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87678 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -20550674.000000 Penalty: 5988.748047
	Iteration 0F: 3 clusters Score -2.055067e+07 nChanged 83927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -20598936.000000 Penalty: 5988.748047
	Iteration 1F: 3 clusters Score -2.059894e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -20599974.000000 Penalty: 5988.748047
	Iteration 2Q: 3 clusters Score -2.059997e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -20601302.000000 Penalty: 5988.748047
	Iteration 3Q: 3 clusters Score -2.06013e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -20602688.000000 Penalty: 5988.748047
	Iteration 4Q: 3 clusters Score -2.060269e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -20604844.000000 Penalty: 5988.748047
	Iteration 5Q: 3 clusters Score -2.060484e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -20608128.000000 Penalty: 5988.748047
	Iteration 6Q: 3 clusters Score -2.060813e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91664 members 
Mstep: Class 2 contains 83607 members 
Entering Unmasked Estep 
Score: -20613318.000000 Penalty: 5988.748047
	Iteration 7Q: 3 clusters Score -2.061332e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -20619438.000000 Penalty: 5988.748047
	Iteration 8F: 3 clusters Score -2.061944e+07 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -20626488.000000 Penalty: 5988.748047
	Iteration 9F: 3 clusters Score -2.062649e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -20633382.000000 Penalty: 5988.748047
	Iteration 10F: 3 clusters Score -2.063338e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -20637950.000000 Penalty: 5988.748047
	Iteration 11F: 3 clusters Score -2.063795e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -20640466.000000 Penalty: 5988.748047
	Iteration 12Q: 3 clusters Score -2.064047e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -20641426.000000 Penalty: 5988.748047
	Iteration 13Q: 3 clusters Score -2.064143e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -20641974.000000 Penalty: 5988.748047
	Iteration 14Q: 3 clusters Score -2.064197e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -20642372.000000 Penalty: 5988.748047
	Iteration 15Q: 3 clusters Score -2.064237e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -20642738.000000 Penalty: 5988.748047
	Iteration 16Q: 3 clusters Score -2.064274e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -20643038.000000 Penalty: 5988.748047
	Iteration 17Q: 3 clusters Score -2.064304e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -20643310.000000 Penalty: 5988.748047
	Iteration 18Q: 3 clusters Score -2.064331e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -20643498.000000 Penalty: 5988.748047
	Iteration 19Q: 3 clusters Score -2.06435e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -20643756.000000 Penalty: 5988.748047
	Iteration 20F: 3 clusters Score -2.064376e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -20643934.000000 Penalty: 5988.748047
	Iteration 21Q: 3 clusters Score -2.064393e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -20644072.000000 Penalty: 5988.748047
	Iteration 22Q: 3 clusters Score -2.064407e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -20644232.000000 Penalty: 5988.748047
	Iteration 23Q: 3 clusters Score -2.064423e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -20644326.000000 Penalty: 5988.748047
	Iteration 24Q: 3 clusters Score -2.064433e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -20644474.000000 Penalty: 5988.748047
	Iteration 25Q: 3 clusters Score -2.064447e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -20644626.000000 Penalty: 5988.748047
	Iteration 26Q: 3 clusters Score -2.064463e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -20644632.000000 Penalty: 5988.748047
	Iteration 27Q: 3 clusters Score -2.064463e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 77425 members 
Entering Unmasked Estep 
Score: -20644716.000000 Penalty: 5988.748047
	Iteration 28Q: 3 clusters Score -2.064472e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -20644764.000000 Penalty: 5988.748047
	Iteration 29Q: 3 clusters Score -2.064476e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98063 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -20644800.000000 Penalty: 5988.748047
	Iteration 30Q: 3 clusters Score -2.06448e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -20644784.000000 Penalty: 5988.748047
	Iteration 31Q: 3 clusters Score -2.064478e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -20644848.000000 Penalty: 5988.748047
	Iteration 32Q: 3 clusters Score -2.064485e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -20644846.000000 Penalty: 5988.748047
	Iteration 33Q: 3 clusters Score -2.064485e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98769 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -20644812.000000 Penalty: 5988.748047
	Iteration 34Q: 3 clusters Score -2.064481e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -20644852.000000 Penalty: 5988.748047
	Iteration 35Q: 3 clusters Score -2.064485e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99181 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -20644942.000000 Penalty: 5988.748047
	Iteration 36Q: 3 clusters Score -2.064494e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -20644994.000000 Penalty: 5988.748047
	Iteration 37Q: 3 clusters Score -2.064499e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 75691 members 
Entering Unmasked Estep 
Score: -20644992.000000 Penalty: 5988.748047
	Iteration 38Q: 3 clusters Score -2.064499e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -20645038.000000 Penalty: 5988.748047
	Iteration 39Q: 3 clusters Score -2.064504e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -20645090.000000 Penalty: 5988.748047
	Iteration 40F: 3 clusters Score -2.064509e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -20645102.000000 Penalty: 5988.748047
	Iteration 41Q: 3 clusters Score -2.06451e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -20645104.000000 Penalty: 5988.748047
	Iteration 42Q: 3 clusters Score -2.06451e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -20645200.000000 Penalty: 5988.748047
	Iteration 43Q: 3 clusters Score -2.06452e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 73950 members 
Entering Unmasked Estep 
Score: -20645248.000000 Penalty: 5988.748047
	Iteration 44Q: 3 clusters Score -2.064525e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -20645252.000000 Penalty: 5988.748047
	Iteration 45Q: 3 clusters Score -2.064525e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102018 members 
Mstep: Class 2 contains 73253 members 
Entering Unmasked Estep 
Score: -20645314.000000 Penalty: 5988.748047
	Iteration 46Q: 3 clusters Score -2.064531e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -20645304.000000 Penalty: 5988.748047
	Iteration 47Q: 3 clusters Score -2.06453e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -20645324.000000 Penalty: 5988.748047
	Iteration 48Q: 3 clusters Score -2.064532e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -20645316.000000 Penalty: 5988.748047
	Iteration 49Q: 3 clusters Score -2.064532e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -20645340.000000 Penalty: 5988.748047
	Iteration 50Q: 3 clusters Score -2.064534e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104147 members 
Mstep: Class 2 contains 71124 members 
Entering Unmasked Estep 
Score: -20645304.000000 Penalty: 5988.748047
	Iteration 51Q: 3 clusters Score -2.06453e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -20645388.000000 Penalty: 5988.748047
	Iteration 52Q: 3 clusters Score -2.064539e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -20645416.000000 Penalty: 5988.748047
	Iteration 53Q: 3 clusters Score -2.064542e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105677 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -20645462.000000 Penalty: 5988.748047
	Iteration 54Q: 3 clusters Score -2.064546e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -20645506.000000 Penalty: 5988.748047
	Iteration 55Q: 3 clusters Score -2.064551e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -20645556.000000 Penalty: 5988.748047
	Iteration 56Q: 3 clusters Score -2.064556e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107769 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -20645692.000000 Penalty: 5988.748047
	Iteration 57Q: 3 clusters Score -2.064569e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108615 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -20645776.000000 Penalty: 5988.748047
	Iteration 58Q: 3 clusters Score -2.064578e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109523 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -20645830.000000 Penalty: 5988.748047
	Iteration 59Q: 3 clusters Score -2.064583e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -20645972.000000 Penalty: 5988.748047
	Iteration 60F: 3 clusters Score -2.064597e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -20646212.000000 Penalty: 5988.748047
	Iteration 61Q: 3 clusters Score -2.064621e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112629 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -20646338.000000 Penalty: 5988.748047
	Iteration 62Q: 3 clusters Score -2.064634e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113782 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -20646550.000000 Penalty: 5988.748047
	Iteration 63Q: 3 clusters Score -2.064655e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -20646774.000000 Penalty: 5988.748047
	Iteration 64Q: 3 clusters Score -2.064677e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116398 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -20647124.000000 Penalty: 5988.748047
	Iteration 65Q: 3 clusters Score -2.064712e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117861 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -20647528.000000 Penalty: 5988.748047
	Iteration 66Q: 3 clusters Score -2.064753e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -20648104.000000 Penalty: 5988.748047
	Iteration 67Q: 3 clusters Score -2.06481e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121089 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -20648816.000000 Penalty: 5988.748047
	Iteration 68Q: 3 clusters Score -2.064882e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122808 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -20649572.000000 Penalty: 5988.748047
	Iteration 69Q: 3 clusters Score -2.064957e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124590 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -20650262.000000 Penalty: 5988.748047
	Iteration 70Q: 3 clusters Score -2.065026e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126436 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -20650904.000000 Penalty: 5988.748047
	Iteration 71Q: 3 clusters Score -2.06509e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128283 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -20651494.000000 Penalty: 5988.748047
	Iteration 72Q: 3 clusters Score -2.065149e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130060 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -20652092.000000 Penalty: 5988.748047
	Iteration 73Q: 3 clusters Score -2.065209e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131763 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -20652488.000000 Penalty: 5988.748047
	Iteration 74Q: 3 clusters Score -2.065249e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133451 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -20653096.000000 Penalty: 5988.748047
	Iteration 75Q: 3 clusters Score -2.06531e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135073 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -20653494.000000 Penalty: 5988.748047
	Iteration 76Q: 3 clusters Score -2.065349e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136646 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -20653834.000000 Penalty: 5988.748047
	Iteration 77Q: 3 clusters Score -2.065383e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138158 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -20654144.000000 Penalty: 5988.748047
	Iteration 78Q: 3 clusters Score -2.065414e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139677 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -20654402.000000 Penalty: 5988.748047
	Iteration 79Q: 3 clusters Score -2.06544e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141180 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -20654666.000000 Penalty: 5988.748047
	Iteration 80F: 3 clusters Score -2.065467e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142609 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -20655006.000000 Penalty: 5988.748047
	Iteration 81Q: 3 clusters Score -2.065501e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144025 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -20655392.000000 Penalty: 5988.748047
	Iteration 82Q: 3 clusters Score -2.065539e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145505 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -20655710.000000 Penalty: 5988.748047
	Iteration 83Q: 3 clusters Score -2.065571e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147001 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -20656052.000000 Penalty: 5988.748047
	Iteration 84Q: 3 clusters Score -2.065605e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -20656432.000000 Penalty: 5988.748047
	Iteration 85Q: 3 clusters Score -2.065643e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149927 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -20656742.000000 Penalty: 5988.748047
	Iteration 86Q: 3 clusters Score -2.065674e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151407 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -20657026.000000 Penalty: 5988.748047
	Iteration 87Q: 3 clusters Score -2.065703e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152821 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -20657398.000000 Penalty: 5988.748047
	Iteration 88Q: 3 clusters Score -2.06574e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154181 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -20657720.000000 Penalty: 5988.748047
	Iteration 89Q: 3 clusters Score -2.065772e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155564 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -20658106.000000 Penalty: 5988.748047
	Iteration 90Q: 3 clusters Score -2.065811e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157001 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -20658466.000000 Penalty: 5988.748047
	Iteration 91Q: 3 clusters Score -2.065847e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -20658884.000000 Penalty: 5988.748047
	Iteration 92Q: 3 clusters Score -2.065888e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159771 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -20659382.000000 Penalty: 5988.748047
	Iteration 93Q: 3 clusters Score -2.065938e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161106 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -20659796.000000 Penalty: 5988.748047
	Iteration 94Q: 3 clusters Score -2.06598e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162417 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -20660176.000000 Penalty: 5988.748047
	Iteration 95Q: 3 clusters Score -2.066018e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163661 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -20660564.000000 Penalty: 5988.748047
	Iteration 96Q: 3 clusters Score -2.066056e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164864 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -20661012.000000 Penalty: 5988.748047
	Iteration 97Q: 3 clusters Score -2.066101e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165999 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -20661326.000000 Penalty: 5988.748047
	Iteration 98Q: 3 clusters Score -2.066133e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167079 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -20661818.000000 Penalty: 5988.748047
	Iteration 99Q: 3 clusters Score -2.066182e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -20662182.000000 Penalty: 5988.748047
	Iteration 100F: 3 clusters Score -2.066218e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168898 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -20662464.000000 Penalty: 5988.748047
	Iteration 101Q: 3 clusters Score -2.066246e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -20662796.000000 Penalty: 5988.748047
	Iteration 102Q: 3 clusters Score -2.06628e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -20663072.000000 Penalty: 5988.748047
	Iteration 103Q: 3 clusters Score -2.066307e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171009 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -20663282.000000 Penalty: 5988.748047
	Iteration 104Q: 3 clusters Score -2.066328e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171543 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -20663536.000000 Penalty: 5988.748047
	Iteration 105Q: 3 clusters Score -2.066354e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172011 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -20663764.000000 Penalty: 5988.748047
	Iteration 106Q: 3 clusters Score -2.066376e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172387 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -20663986.000000 Penalty: 5988.748047
	Iteration 107Q: 3 clusters Score -2.066399e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172673 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -20664066.000000 Penalty: 5988.748047
	Iteration 108Q: 3 clusters Score -2.066407e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172878 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -20664170.000000 Penalty: 5988.748047
	Iteration 109Q: 3 clusters Score -2.066417e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173039 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -20664262.000000 Penalty: 5988.748047
	Iteration 110Q: 3 clusters Score -2.066426e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173171 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -20664362.000000 Penalty: 5988.748047
	Iteration 111Q: 3 clusters Score -2.066436e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173292 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -20664438.000000 Penalty: 5988.748047
	Iteration 112Q: 3 clusters Score -2.066444e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -20664472.000000 Penalty: 5988.748047
	Iteration 113Q: 3 clusters Score -2.066447e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173450 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -20664516.000000 Penalty: 5988.748047
	Iteration 114Q: 3 clusters Score -2.066452e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173512 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -20664540.000000 Penalty: 5988.748047
	Iteration 115Q: 3 clusters Score -2.066454e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173560 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -20664572.000000 Penalty: 5988.748047
	Iteration 116Q: 3 clusters Score -2.066457e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173600 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -20664614.000000 Penalty: 5988.748047
	Iteration 117Q: 3 clusters Score -2.066461e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173639 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -20664660.000000 Penalty: 5988.748047
	Iteration 118Q: 3 clusters Score -2.066466e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -20664668.000000 Penalty: 5988.748047
	Iteration 119Q: 3 clusters Score -2.066467e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173713 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -20664670.000000 Penalty: 5988.748047
	Iteration 120F: 3 clusters Score -2.066467e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173737 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -20664690.000000 Penalty: 5988.748047
	Iteration 121Q: 3 clusters Score -2.066469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173758 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -20664692.000000 Penalty: 5988.748047
	Iteration 122Q: 3 clusters Score -2.066469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173781 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20664708.000000 Penalty: 5988.748047
	Iteration 123Q: 3 clusters Score -2.066471e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173803 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -20664700.000000 Penalty: 5988.748047
	Iteration 124Q: 3 clusters Score -2.06647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173817 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -20664720.000000 Penalty: 5988.748047
	Iteration 125Q: 3 clusters Score -2.066472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -20664718.000000 Penalty: 5988.748047
	Iteration 126Q: 3 clusters Score -2.066472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173845 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -20664718.000000 Penalty: 5988.748047
	Iteration 127Q: 3 clusters Score -2.066472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173853 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -20664730.000000 Penalty: 5988.748047
	Iteration 128Q: 3 clusters Score -2.066473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173868 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -20664734.000000 Penalty: 5988.748047
	Iteration 129Q: 3 clusters Score -2.066473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173875 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -20664736.000000 Penalty: 5988.748047
	Iteration 130Q: 3 clusters Score -2.066474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20664728.000000 Penalty: 5988.748047
	Iteration 131Q: 3 clusters Score -2.066473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173899 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -20664750.000000 Penalty: 5988.748047
	Iteration 132Q: 3 clusters Score -2.066475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173909 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -20664730.000000 Penalty: 5988.748047
	Iteration 133Q: 3 clusters Score -2.066473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173916 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -20664756.000000 Penalty: 5988.748047
	Iteration 134Q: 3 clusters Score -2.066476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173923 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20664768.000000 Penalty: 5988.748047
	Iteration 135Q: 3 clusters Score -2.066477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173927 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -20664758.000000 Penalty: 5988.748047
	Iteration 136Q: 3 clusters Score -2.066476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173924 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -20664750.000000 Penalty: 5988.748047
	Iteration 137Q: 3 clusters Score -2.066475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173926 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -20664756.000000 Penalty: 5988.748047
	Iteration 138Q: 3 clusters Score -2.066476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173928 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20664760.000000 Penalty: 5988.748047
	Iteration 139Q: 3 clusters Score -2.066476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173927 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -20664762.000000 Penalty: 5988.748047
	Iteration 140F: 3 clusters Score -2.066476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173927 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -20664762.000000 Penalty: 5988.748047
	Iteration 141Q: 3 clusters Score -2.066476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173928 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20664766.000000 Penalty: 5988.748047
	Iteration 142Q: 3 clusters Score -2.066477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173930 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -20664762.000000 Penalty: 5988.748047
	Iteration 143Q: 3 clusters Score -2.066476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20664768.000000 Penalty: 5988.748047
	Iteration 144Q: 3 clusters Score -2.066477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20664768.000000 Penalty: 5988.748047
	Iteration 145F: 3 clusters Score -2.066477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -28086.675781 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -28086.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26813.626953 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -26813.63 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27147.998047 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -27148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27395.835938 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -27395.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27541.349609 Penalty: 3011.085938
	Iteration 3F: 3 clusters Score -27541.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27598.037109 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -27598.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27624.105469 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -27624.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27659.925781 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -27659.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27662.277344 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -27662.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27662.277344 Penalty: 3011.085938
	Iteration 8F: 3 clusters Score -27662.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Entering Unmasked Estep 
Score: -1884273.375000 Penalty: 2399.107910
	Iteration 0F: 2 clusters Score -1884273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1872923.625000 Penalty: 4798.215820
	Iteration 0F: 3 clusters Score -1872924 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1876586.875000 Penalty: 4798.215820
	Iteration 1F: 3 clusters Score -1876587 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1877142.375000 Penalty: 4798.215820
	Iteration 2F: 3 clusters Score -1877142 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1877751.250000 Penalty: 4798.215820
	Iteration 3F: 3 clusters Score -1877751 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1878353.375000 Penalty: 4798.215820
	Iteration 4F: 3 clusters Score -1878353 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1878923.875000 Penalty: 4798.215820
	Iteration 5F: 3 clusters Score -1878924 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1879470.125000 Penalty: 4798.215820
	Iteration 6F: 3 clusters Score -1879470 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1879977.250000 Penalty: 4798.215820
	Iteration 7F: 3 clusters Score -1879977 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1880447.625000 Penalty: 4798.215820
	Iteration 8F: 3 clusters Score -1880448 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1880846.250000 Penalty: 4798.215820
	Iteration 9Q: 3 clusters Score -1880846 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1881228.250000 Penalty: 4798.215820
	Iteration 10Q: 3 clusters Score -1881228 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1881605.625000 Penalty: 4798.215820
	Iteration 11Q: 3 clusters Score -1881606 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1881942.500000 Penalty: 4798.215820
	Iteration 12Q: 3 clusters Score -1881942 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1882183.625000 Penalty: 4798.215820
	Iteration 13Q: 3 clusters Score -1882184 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1882420.000000 Penalty: 4798.215820
	Iteration 14Q: 3 clusters Score -1882420 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1882655.375000 Penalty: 4798.215820
	Iteration 15Q: 3 clusters Score -1882655 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1882887.000000 Penalty: 4798.215820
	Iteration 16Q: 3 clusters Score -1882887 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1883182.250000 Penalty: 4798.215820
	Iteration 17Q: 3 clusters Score -1883182 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1883490.375000 Penalty: 4798.215820
	Iteration 18Q: 3 clusters Score -1883490 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1883751.375000 Penalty: 4798.215820
	Iteration 19Q: 3 clusters Score -1883751 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1883923.250000 Penalty: 4798.215820
	Iteration 20F: 3 clusters Score -1883923 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1884029.125000 Penalty: 4798.215820
	Iteration 21Q: 3 clusters Score -1884029 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1884082.250000 Penalty: 4798.215820
	Iteration 22Q: 3 clusters Score -1884082 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1884116.375000 Penalty: 4798.215820
	Iteration 23Q: 3 clusters Score -1884116 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1884149.375000 Penalty: 4798.215820
	Iteration 24Q: 3 clusters Score -1884149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1884171.250000 Penalty: 4798.215820
	Iteration 25Q: 3 clusters Score -1884171 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1884188.125000 Penalty: 4798.215820
	Iteration 26Q: 3 clusters Score -1884188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1884196.875000 Penalty: 4798.215820
	Iteration 27Q: 3 clusters Score -1884197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1884204.500000 Penalty: 4798.215820
	Iteration 28Q: 3 clusters Score -1884204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1884209.500000 Penalty: 4798.215820
	Iteration 29Q: 3 clusters Score -1884210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1884211.625000 Penalty: 4798.215820
	Iteration 30Q: 3 clusters Score -1884212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1884216.750000 Penalty: 4798.215820
	Iteration 31Q: 3 clusters Score -1884217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1884218.750000 Penalty: 4798.215820
	Iteration 32Q: 3 clusters Score -1884219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1884222.125000 Penalty: 4798.215820
	Iteration 33Q: 3 clusters Score -1884222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1884217.875000 Penalty: 4798.215820
	Iteration 34Q: 3 clusters Score -1884218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1884219.875000 Penalty: 4798.215820
	Iteration 35Q: 3 clusters Score -1884220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1884222.875000 Penalty: 4798.215820
	Iteration 36Q: 3 clusters Score -1884223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1884223.000000 Penalty: 4798.215820
	Iteration 37Q: 3 clusters Score -1884223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1884223.000000 Penalty: 4798.215820
	Iteration 38F: 3 clusters Score -1884223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -258924.515625 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -258924.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -256119.718750 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -256119.7 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -256623.218750 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -256623.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -256737.343750 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -256737.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -256810.062500 Penalty: 3830.228516
	Iteration 3Q: 3 clusters Score -256810.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -256860.484375 Penalty: 3830.228516
	Iteration 4Q: 3 clusters Score -256860.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -256904.968750 Penalty: 3830.228516
	Iteration 5Q: 3 clusters Score -256905 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -256942.937500 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -256942.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -256977.468750 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -256977.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -257010.062500 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -257010.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -257043.843750 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -257043.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -257078.171875 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -257078.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -257121.453125 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -257121.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -257161.500000 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -257161.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -257185.531250 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -257185.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -257197.718750 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -257197.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -257210.703125 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -257210.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -257221.890625 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -257221.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -257233.156250 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -257233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -257238.875000 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -257238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -257246.312500 Penalty: 3830.228516
	Iteration 19Q: 3 clusters Score -257246.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -257250.250000 Penalty: 3830.228516
	Iteration 20F: 3 clusters Score -257250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -257255.890625 Penalty: 3830.228516
	Iteration 21Q: 3 clusters Score -257255.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -257259.296875 Penalty: 3830.228516
	Iteration 22Q: 3 clusters Score -257259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -257260.312500 Penalty: 3830.228516
	Iteration 23Q: 3 clusters Score -257260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -257261.812500 Penalty: 3830.228516
	Iteration 24Q: 3 clusters Score -257261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -257263.171875 Penalty: 3830.228516
	Iteration 25Q: 3 clusters Score -257263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -257263.796875 Penalty: 3830.228516
	Iteration 26Q: 3 clusters Score -257263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -257265.515625 Penalty: 3830.228516
	Iteration 27Q: 3 clusters Score -257265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -257266.828125 Penalty: 3830.228516
	Iteration 28Q: 3 clusters Score -257266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -257270.312500 Penalty: 3830.228516
	Iteration 29Q: 3 clusters Score -257270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -257272.593750 Penalty: 3830.228516
	Iteration 30Q: 3 clusters Score -257272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -257277.250000 Penalty: 3830.228516
	Iteration 31Q: 3 clusters Score -257277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -257280.625000 Penalty: 3830.228516
	Iteration 32Q: 3 clusters Score -257280.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -257285.859375 Penalty: 3830.228516
	Iteration 33Q: 3 clusters Score -257285.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -257291.500000 Penalty: 3830.228516
	Iteration 34Q: 3 clusters Score -257291.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -257296.531250 Penalty: 3830.228516
	Iteration 35Q: 3 clusters Score -257296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -257303.828125 Penalty: 3830.228516
	Iteration 36Q: 3 clusters Score -257303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -257306.734375 Penalty: 3830.228516
	Iteration 37Q: 3 clusters Score -257306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -257308.984375 Penalty: 3830.228516
	Iteration 38Q: 3 clusters Score -257309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -257311.125000 Penalty: 3830.228516
	Iteration 39Q: 3 clusters Score -257311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -257314.015625 Penalty: 3830.228516
	Iteration 40F: 3 clusters Score -257314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -257315.531250 Penalty: 3830.228516
	Iteration 41Q: 3 clusters Score -257315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -257317.312500 Penalty: 3830.228516
	Iteration 42Q: 3 clusters Score -257317.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -257317.484375 Penalty: 3830.228516
	Iteration 43Q: 3 clusters Score -257317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -257318.203125 Penalty: 3830.228516
	Iteration 44Q: 3 clusters Score -257318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -257318.203125 Penalty: 3830.228516
	Iteration 45F: 3 clusters Score -257318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Entering Unmasked Estep 
Score: -687004.062500 Penalty: 2189.430176
	Iteration 0F: 2 clusters Score -687004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -681405.750000 Penalty: 4378.860352
	Iteration 0F: 3 clusters Score -681405.8 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -683213.125000 Penalty: 4378.860352
	Iteration 1F: 3 clusters Score -683213.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -683650.750000 Penalty: 4378.860352
	Iteration 2F: 3 clusters Score -683650.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -684047.250000 Penalty: 4378.860352
	Iteration 3F: 3 clusters Score -684047.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -684383.000000 Penalty: 4378.860352
	Iteration 4F: 3 clusters Score -684383 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -684666.250000 Penalty: 4378.860352
	Iteration 5F: 3 clusters Score -684666.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -684885.562500 Penalty: 4378.860352
	Iteration 6Q: 3 clusters Score -684885.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -685041.312500 Penalty: 4378.860352
	Iteration 7Q: 3 clusters Score -685041.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -685127.062500 Penalty: 4378.860352
	Iteration 8Q: 3 clusters Score -685127.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -685188.937500 Penalty: 4378.860352
	Iteration 9Q: 3 clusters Score -685188.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -685246.187500 Penalty: 4378.860352
	Iteration 10Q: 3 clusters Score -685246.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -685297.500000 Penalty: 4378.860352
	Iteration 11Q: 3 clusters Score -685297.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -685330.500000 Penalty: 4378.860352
	Iteration 12Q: 3 clusters Score -685330.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -685352.625000 Penalty: 4378.860352
	Iteration 13Q: 3 clusters Score -685352.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -685372.312500 Penalty: 4378.860352
	Iteration 14Q: 3 clusters Score -685372.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -685389.375000 Penalty: 4378.860352
	Iteration 15Q: 3 clusters Score -685389.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -685409.000000 Penalty: 4378.860352
	Iteration 16Q: 3 clusters Score -685409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -685426.062500 Penalty: 4378.860352
	Iteration 17Q: 3 clusters Score -685426.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -685435.750000 Penalty: 4378.860352
	Iteration 18Q: 3 clusters Score -685435.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -685447.812500 Penalty: 4378.860352
	Iteration 19Q: 3 clusters Score -685447.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -685463.250000 Penalty: 4378.860352
	Iteration 20F: 3 clusters Score -685463.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -685476.062500 Penalty: 4378.860352
	Iteration 21Q: 3 clusters Score -685476.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -685488.500000 Penalty: 4378.860352
	Iteration 22Q: 3 clusters Score -685488.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -685501.187500 Penalty: 4378.860352
	Iteration 23Q: 3 clusters Score -685501.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -685515.625000 Penalty: 4378.860352
	Iteration 24Q: 3 clusters Score -685515.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -685534.187500 Penalty: 4378.860352
	Iteration 25Q: 3 clusters Score -685534.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -685543.312500 Penalty: 4378.860352
	Iteration 26Q: 3 clusters Score -685543.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -685553.187500 Penalty: 4378.860352
	Iteration 27Q: 3 clusters Score -685553.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -685561.312500 Penalty: 4378.860352
	Iteration 28Q: 3 clusters Score -685561.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -685571.375000 Penalty: 4378.860352
	Iteration 29Q: 3 clusters Score -685571.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -685577.562500 Penalty: 4378.860352
	Iteration 30Q: 3 clusters Score -685577.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -685585.187500 Penalty: 4378.860352
	Iteration 31Q: 3 clusters Score -685585.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -685589.562500 Penalty: 4378.860352
	Iteration 32Q: 3 clusters Score -685589.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -685594.625000 Penalty: 4378.860352
	Iteration 33Q: 3 clusters Score -685594.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -685599.750000 Penalty: 4378.860352
	Iteration 34Q: 3 clusters Score -685599.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -685604.250000 Penalty: 4378.860352
	Iteration 35Q: 3 clusters Score -685604.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -685609.625000 Penalty: 4378.860352
	Iteration 36Q: 3 clusters Score -685609.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -685619.750000 Penalty: 4378.860352
	Iteration 37Q: 3 clusters Score -685619.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -685630.500000 Penalty: 4378.860352
	Iteration 38Q: 3 clusters Score -685630.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -685637.750000 Penalty: 4378.860352
	Iteration 39Q: 3 clusters Score -685637.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -685642.375000 Penalty: 4378.860352
	Iteration 40F: 3 clusters Score -685642.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -685650.375000 Penalty: 4378.860352
	Iteration 41Q: 3 clusters Score -685650.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -685653.125000 Penalty: 4378.860352
	Iteration 42Q: 3 clusters Score -685653.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -685655.375000 Penalty: 4378.860352
	Iteration 43Q: 3 clusters Score -685655.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -685659.687500 Penalty: 4378.860352
	Iteration 44Q: 3 clusters Score -685659.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -685659.687500 Penalty: 4378.860352
	Iteration 45Q: 3 clusters Score -685659.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -685659.437500 Penalty: 4378.860352
	Iteration 46Q: 3 clusters Score -685659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -685661.000000 Penalty: 4378.860352
	Iteration 47Q: 3 clusters Score -685661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -685664.937500 Penalty: 4378.860352
	Iteration 48Q: 3 clusters Score -685664.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -685665.375000 Penalty: 4378.860352
	Iteration 49Q: 3 clusters Score -685665.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -685667.875000 Penalty: 4378.860352
	Iteration 50Q: 3 clusters Score -685667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -685669.625000 Penalty: 4378.860352
	Iteration 51Q: 3 clusters Score -685669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -685671.812500 Penalty: 4378.860352
	Iteration 52Q: 3 clusters Score -685671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -685673.875000 Penalty: 4378.860352
	Iteration 53Q: 3 clusters Score -685673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -685673.750000 Penalty: 4378.860352
	Iteration 54Q: 3 clusters Score -685673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -685674.750000 Penalty: 4378.860352
	Iteration 55Q: 3 clusters Score -685674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -685676.062500 Penalty: 4378.860352
	Iteration 56Q: 3 clusters Score -685676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -685678.000000 Penalty: 4378.860352
	Iteration 57Q: 3 clusters Score -685678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -685678.937500 Penalty: 4378.860352
	Iteration 58Q: 3 clusters Score -685678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -685679.187500 Penalty: 4378.860352
	Iteration 59Q: 3 clusters Score -685679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -685679.562500 Penalty: 4378.860352
	Iteration 60F: 3 clusters Score -685679.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -685680.000000 Penalty: 4378.860352
	Iteration 61Q: 3 clusters Score -685680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -685682.125000 Penalty: 4378.860352
	Iteration 62Q: 3 clusters Score -685682.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -685685.125000 Penalty: 4378.860352
	Iteration 63Q: 3 clusters Score -685685.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -685686.312500 Penalty: 4378.860352
	Iteration 64Q: 3 clusters Score -685686.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -685687.687500 Penalty: 4378.860352
	Iteration 65Q: 3 clusters Score -685687.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -685689.062500 Penalty: 4378.860352
	Iteration 66Q: 3 clusters Score -685689.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -685692.000000 Penalty: 4378.860352
	Iteration 67Q: 3 clusters Score -685692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -685696.875000 Penalty: 4378.860352
	Iteration 68Q: 3 clusters Score -685696.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -685697.000000 Penalty: 4378.860352
	Iteration 69Q: 3 clusters Score -685697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -685701.500000 Penalty: 4378.860352
	Iteration 70Q: 3 clusters Score -685701.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -685707.937500 Penalty: 4378.860352
	Iteration 71Q: 3 clusters Score -685707.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -685715.687500 Penalty: 4378.860352
	Iteration 72Q: 3 clusters Score -685715.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -685720.500000 Penalty: 4378.860352
	Iteration 73Q: 3 clusters Score -685720.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -685725.750000 Penalty: 4378.860352
	Iteration 74Q: 3 clusters Score -685725.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -685732.125000 Penalty: 4378.860352
	Iteration 75Q: 3 clusters Score -685732.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -685736.562500 Penalty: 4378.860352
	Iteration 76Q: 3 clusters Score -685736.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -685743.687500 Penalty: 4378.860352
	Iteration 77Q: 3 clusters Score -685743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -685746.000000 Penalty: 4378.860352
	Iteration 78Q: 3 clusters Score -685746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -685751.625000 Penalty: 4378.860352
	Iteration 79Q: 3 clusters Score -685751.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -685754.437500 Penalty: 4378.860352
	Iteration 80F: 3 clusters Score -685754.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -685758.250000 Penalty: 4378.860352
	Iteration 81Q: 3 clusters Score -685758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -685763.250000 Penalty: 4378.860352
	Iteration 82Q: 3 clusters Score -685763.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -685769.812500 Penalty: 4378.860352
	Iteration 83Q: 3 clusters Score -685769.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -685775.937500 Penalty: 4378.860352
	Iteration 84Q: 3 clusters Score -685775.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -685783.125000 Penalty: 4378.860352
	Iteration 85Q: 3 clusters Score -685783.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -685787.562500 Penalty: 4378.860352
	Iteration 86Q: 3 clusters Score -685787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -685791.562500 Penalty: 4378.860352
	Iteration 87Q: 3 clusters Score -685791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -685797.625000 Penalty: 4378.860352
	Iteration 88Q: 3 clusters Score -685797.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -685802.187500 Penalty: 4378.860352
	Iteration 89Q: 3 clusters Score -685802.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -685805.562500 Penalty: 4378.860352
	Iteration 90Q: 3 clusters Score -685805.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -685810.812500 Penalty: 4378.860352
	Iteration 91Q: 3 clusters Score -685810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -685811.375000 Penalty: 4378.860352
	Iteration 92Q: 3 clusters Score -685811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -685813.187500 Penalty: 4378.860352
	Iteration 93Q: 3 clusters Score -685813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -685814.312500 Penalty: 4378.860352
	Iteration 94Q: 3 clusters Score -685814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -685818.500000 Penalty: 4378.860352
	Iteration 95Q: 3 clusters Score -685818.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -685822.812500 Penalty: 4378.860352
	Iteration 96Q: 3 clusters Score -685822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -685823.375000 Penalty: 4378.860352
	Iteration 97Q: 3 clusters Score -685823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -685826.125000 Penalty: 4378.860352
	Iteration 98Q: 3 clusters Score -685826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -685829.500000 Penalty: 4378.860352
	Iteration 99Q: 3 clusters Score -685829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -685830.750000 Penalty: 4378.860352
	Iteration 100F: 3 clusters Score -685830.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -685834.625000 Penalty: 4378.860352
	Iteration 101Q: 3 clusters Score -685834.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -685838.312500 Penalty: 4378.860352
	Iteration 102Q: 3 clusters Score -685838.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -685841.562500 Penalty: 4378.860352
	Iteration 103Q: 3 clusters Score -685841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -685843.687500 Penalty: 4378.860352
	Iteration 104Q: 3 clusters Score -685843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -685846.062500 Penalty: 4378.860352
	Iteration 105Q: 3 clusters Score -685846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -685848.937500 Penalty: 4378.860352
	Iteration 106Q: 3 clusters Score -685848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -685851.375000 Penalty: 4378.860352
	Iteration 107Q: 3 clusters Score -685851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -685854.062500 Penalty: 4378.860352
	Iteration 108Q: 3 clusters Score -685854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -685852.875000 Penalty: 4378.860352
	Iteration 109Q: 3 clusters Score -685852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -685852.187500 Penalty: 4378.860352
	Iteration 110Q: 3 clusters Score -685852.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -685852.187500 Penalty: 4378.860352
	Iteration 111F: 3 clusters Score -685852.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -312453.875000 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -312453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -309408.500000 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -309408.5 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -310008.875000 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -310008.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -310169.718750 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -310169.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -310266.437500 Penalty: 3907.376953
	Iteration 3Q: 3 clusters Score -310266.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -310340.531250 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -310340.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -310393.031250 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -310393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -310431.187500 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -310431.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -310464.718750 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -310464.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -310493.531250 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -310493.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -310525.531250 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -310525.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -310553.843750 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -310553.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -310579.468750 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -310579.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -310595.812500 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -310595.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -310617.250000 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -310617.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -310640.687500 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -310640.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -310667.156250 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -310667.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -310695.093750 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -310695.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -310731.468750 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -310731.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -310769.000000 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -310769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -310799.625000 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -310799.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -310823.250000 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -310823.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -310849.968750 Penalty: 3907.376953
	Iteration 21Q: 3 clusters Score -310850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -310873.375000 Penalty: 3907.376953
	Iteration 22Q: 3 clusters Score -310873.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -310889.468750 Penalty: 3907.376953
	Iteration 23Q: 3 clusters Score -310889.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -310894.750000 Penalty: 3907.376953
	Iteration 24Q: 3 clusters Score -310894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -310900.093750 Penalty: 3907.376953
	Iteration 25Q: 3 clusters Score -310900.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -310909.406250 Penalty: 3907.376953
	Iteration 26Q: 3 clusters Score -310909.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -310923.218750 Penalty: 3907.376953
	Iteration 27Q: 3 clusters Score -310923.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -310936.687500 Penalty: 3907.376953
	Iteration 28Q: 3 clusters Score -310936.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -310943.625000 Penalty: 3907.376953
	Iteration 29Q: 3 clusters Score -310943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -310948.125000 Penalty: 3907.376953
	Iteration 30Q: 3 clusters Score -310948.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -310953.468750 Penalty: 3907.376953
	Iteration 31Q: 3 clusters Score -310953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -310956.593750 Penalty: 3907.376953
	Iteration 32Q: 3 clusters Score -310956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -310957.906250 Penalty: 3907.376953
	Iteration 33Q: 3 clusters Score -310957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -310958.937500 Penalty: 3907.376953
	Iteration 34Q: 3 clusters Score -310958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -310959.406250 Penalty: 3907.376953
	Iteration 35Q: 3 clusters Score -310959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -310959.968750 Penalty: 3907.376953
	Iteration 36Q: 3 clusters Score -310960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -310959.968750 Penalty: 3907.376953
	Iteration 37F: 3 clusters Score -310960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Entering Unmasked Estep 
Score: -4102388.250000 Penalty: 2600.710693
	Iteration 0F: 2 clusters Score -4102388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4077837.500000 Penalty: 5201.421387
	Iteration 0F: 3 clusters Score -4077838 nChanged 16375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -4087111.000000 Penalty: 5201.421387
	Iteration 1F: 3 clusters Score -4087111 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -4087776.000000 Penalty: 5201.421387
	Iteration 2Q: 3 clusters Score -4087776 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -4088560.750000 Penalty: 5201.421387
	Iteration 3Q: 3 clusters Score -4088561 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4089583.250000 Penalty: 5201.421387
	Iteration 4F: 3 clusters Score -4089583 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -4090971.500000 Penalty: 5201.421387
	Iteration 5F: 3 clusters Score -4090972 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -4092929.500000 Penalty: 5201.421387
	Iteration 6F: 3 clusters Score -4092930 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4095289.500000 Penalty: 5201.421387
	Iteration 7F: 3 clusters Score -4095290 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4097496.000000 Penalty: 5201.421387
	Iteration 8F: 3 clusters Score -4097496 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4098961.500000 Penalty: 5201.421387
	Iteration 9Q: 3 clusters Score -4098962 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -4099685.000000 Penalty: 5201.421387
	Iteration 10Q: 3 clusters Score -4099685 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4099984.750000 Penalty: 5201.421387
	Iteration 11Q: 3 clusters Score -4099985 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -4100113.250000 Penalty: 5201.421387
	Iteration 12Q: 3 clusters Score -4100113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -4100175.750000 Penalty: 5201.421387
	Iteration 13Q: 3 clusters Score -4100176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4100219.500000 Penalty: 5201.421387
	Iteration 14Q: 3 clusters Score -4100220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4100247.500000 Penalty: 5201.421387
	Iteration 15Q: 3 clusters Score -4100248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4100261.500000 Penalty: 5201.421387
	Iteration 16Q: 3 clusters Score -4100262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4100277.750000 Penalty: 5201.421387
	Iteration 17Q: 3 clusters Score -4100278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4100294.250000 Penalty: 5201.421387
	Iteration 18Q: 3 clusters Score -4100294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4100321.000000 Penalty: 5201.421387
	Iteration 19Q: 3 clusters Score -4100321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -4100335.250000 Penalty: 5201.421387
	Iteration 20F: 3 clusters Score -4100335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4100338.500000 Penalty: 5201.421387
	Iteration 21Q: 3 clusters Score -4100338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -4100337.000000 Penalty: 5201.421387
	Iteration 22Q: 3 clusters Score -4100337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4100340.500000 Penalty: 5201.421387
	Iteration 23Q: 3 clusters Score -4100340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -4100340.000000 Penalty: 5201.421387
	Iteration 24Q: 3 clusters Score -4100340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -4100340.000000 Penalty: 5201.421387
	Iteration 25F: 3 clusters Score -4100340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -234119.968750 Penalty: 1885.023804
	Iteration 0F: 2 clusters Score -234120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -231498.515625 Penalty: 3770.047607
	Iteration 0F: 3 clusters Score -231498.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -231917.859375 Penalty: 3770.047607
	Iteration 1F: 3 clusters Score -231917.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -232041.484375 Penalty: 3770.047607
	Iteration 2F: 3 clusters Score -232041.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -232122.687500 Penalty: 3770.047607
	Iteration 3Q: 3 clusters Score -232122.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -232183.859375 Penalty: 3770.047607
	Iteration 4Q: 3 clusters Score -232183.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -232226.765625 Penalty: 3770.047607
	Iteration 5Q: 3 clusters Score -232226.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -232263.500000 Penalty: 3770.047607
	Iteration 6Q: 3 clusters Score -232263.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -232295.546875 Penalty: 3770.047607
	Iteration 7Q: 3 clusters Score -232295.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232318.578125 Penalty: 3770.047607
	Iteration 8Q: 3 clusters Score -232318.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -232337.359375 Penalty: 3770.047607
	Iteration 9Q: 3 clusters Score -232337.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -232351.093750 Penalty: 3770.047607
	Iteration 10Q: 3 clusters Score -232351.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -232355.734375 Penalty: 3770.047607
	Iteration 11Q: 3 clusters Score -232355.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -232359.968750 Penalty: 3770.047607
	Iteration 12Q: 3 clusters Score -232360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -232361.812500 Penalty: 3770.047607
	Iteration 13Q: 3 clusters Score -232361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -232364.031250 Penalty: 3770.047607
	Iteration 14Q: 3 clusters Score -232364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -232365.078125 Penalty: 3770.047607
	Iteration 15Q: 3 clusters Score -232365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -232365.578125 Penalty: 3770.047607
	Iteration 16Q: 3 clusters Score -232365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -232365.578125 Penalty: 3770.047607
	Iteration 17F: 3 clusters Score -232365.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Entering Unmasked Estep 
Score: -2880014.500000 Penalty: 2504.881348
	Iteration 0F: 2 clusters Score -2880014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2863179.750000 Penalty: 5009.762695
	Iteration 0F: 3 clusters Score -2863180 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2869291.500000 Penalty: 5009.762695
	Iteration 1F: 3 clusters Score -2869292 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2869905.250000 Penalty: 5009.762695
	Iteration 2F: 3 clusters Score -2869905 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2870510.500000 Penalty: 5009.762695
	Iteration 3F: 3 clusters Score -2870510 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2871149.500000 Penalty: 5009.762695
	Iteration 4F: 3 clusters Score -2871150 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2871936.000000 Penalty: 5009.762695
	Iteration 5F: 3 clusters Score -2871936 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2872779.250000 Penalty: 5009.762695
	Iteration 6F: 3 clusters Score -2872779 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2873670.750000 Penalty: 5009.762695
	Iteration 7F: 3 clusters Score -2873671 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2874467.500000 Penalty: 5009.762695
	Iteration 8F: 3 clusters Score -2874468 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2875135.250000 Penalty: 5009.762695
	Iteration 9Q: 3 clusters Score -2875135 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2875603.250000 Penalty: 5009.762695
	Iteration 10Q: 3 clusters Score -2875603 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2875902.500000 Penalty: 5009.762695
	Iteration 11Q: 3 clusters Score -2875902 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2876079.750000 Penalty: 5009.762695
	Iteration 12Q: 3 clusters Score -2876080 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2876203.250000 Penalty: 5009.762695
	Iteration 13Q: 3 clusters Score -2876203 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2876330.500000 Penalty: 5009.762695
	Iteration 14Q: 3 clusters Score -2876330 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2876434.000000 Penalty: 5009.762695
	Iteration 15Q: 3 clusters Score -2876434 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2876548.500000 Penalty: 5009.762695
	Iteration 16Q: 3 clusters Score -2876548 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2876634.500000 Penalty: 5009.762695
	Iteration 17Q: 3 clusters Score -2876634 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2876721.500000 Penalty: 5009.762695
	Iteration 18Q: 3 clusters Score -2876722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2876809.000000 Penalty: 5009.762695
	Iteration 19Q: 3 clusters Score -2876809 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2876893.750000 Penalty: 5009.762695
	Iteration 20F: 3 clusters Score -2876894 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2876993.750000 Penalty: 5009.762695
	Iteration 21Q: 3 clusters Score -2876994 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2877055.500000 Penalty: 5009.762695
	Iteration 22Q: 3 clusters Score -2877056 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2877133.250000 Penalty: 5009.762695
	Iteration 23Q: 3 clusters Score -2877133 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2877224.500000 Penalty: 5009.762695
	Iteration 24Q: 3 clusters Score -2877224 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2877270.750000 Penalty: 5009.762695
	Iteration 25Q: 3 clusters Score -2877271 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2877318.500000 Penalty: 5009.762695
	Iteration 26Q: 3 clusters Score -2877318 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2877372.250000 Penalty: 5009.762695
	Iteration 27Q: 3 clusters Score -2877372 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2877397.500000 Penalty: 5009.762695
	Iteration 28Q: 3 clusters Score -2877398 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2877437.250000 Penalty: 5009.762695
	Iteration 29Q: 3 clusters Score -2877437 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2877466.000000 Penalty: 5009.762695
	Iteration 30Q: 3 clusters Score -2877466 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2877511.750000 Penalty: 5009.762695
	Iteration 31Q: 3 clusters Score -2877512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2877549.250000 Penalty: 5009.762695
	Iteration 32Q: 3 clusters Score -2877549 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2877589.500000 Penalty: 5009.762695
	Iteration 33Q: 3 clusters Score -2877590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2877628.000000 Penalty: 5009.762695
	Iteration 34Q: 3 clusters Score -2877628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2877668.000000 Penalty: 5009.762695
	Iteration 35Q: 3 clusters Score -2877668 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2877698.750000 Penalty: 5009.762695
	Iteration 36Q: 3 clusters Score -2877699 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2877733.750000 Penalty: 5009.762695
	Iteration 37Q: 3 clusters Score -2877734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2877758.750000 Penalty: 5009.762695
	Iteration 38Q: 3 clusters Score -2877759 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2877779.250000 Penalty: 5009.762695
	Iteration 39Q: 3 clusters Score -2877779 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2877804.750000 Penalty: 5009.762695
	Iteration 40F: 3 clusters Score -2877805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2877825.000000 Penalty: 5009.762695
	Iteration 41Q: 3 clusters Score -2877825 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2877849.750000 Penalty: 5009.762695
	Iteration 42Q: 3 clusters Score -2877850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2877868.000000 Penalty: 5009.762695
	Iteration 43Q: 3 clusters Score -2877868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2877893.500000 Penalty: 5009.762695
	Iteration 44Q: 3 clusters Score -2877894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2877905.750000 Penalty: 5009.762695
	Iteration 45Q: 3 clusters Score -2877906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2877914.750000 Penalty: 5009.762695
	Iteration 46Q: 3 clusters Score -2877915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2877929.500000 Penalty: 5009.762695
	Iteration 47Q: 3 clusters Score -2877930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2877947.500000 Penalty: 5009.762695
	Iteration 48Q: 3 clusters Score -2877948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2877968 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2877976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2877989 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2877997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2878003 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2878006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2878012 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2878016.500000 Penalty: 5009.762695
	Iteration 56Q: 3 clusters Score -2878016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2878020 nChanged 34
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Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2878038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2878048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2878062.500000 Penalty: 5009.762695
	Iteration 60F: 3 clusters Score -2878062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2878074 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2878087 nChanged 32
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Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2878098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2878104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2878114 nChanged 34
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Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2878130 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2878138 nChanged 28
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Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2878143 nChanged 24
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Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2878156 nChanged 24
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Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2878164 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2878172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2878178 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2878191 nChanged 24
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Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2878202 nChanged 26
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Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2878208 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2878219 nChanged 18
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Mstep: Class 1 contains 1276 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2878220 nChanged 12
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Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2878231 nChanged 16
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Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2878231 nChanged 13
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Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2878232 nChanged 14
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Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2878236 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2878246 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2878257 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2878260 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2878273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2878278 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2878276 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2878284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2878289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2878294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2878293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2878296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2878294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2878300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2878306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2878306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2878308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2878311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2878311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2878322.750000 Penalty: 5009.762695
	Iteration 100F: 3 clusters Score -2878323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2878325 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2878326 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2878328 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2878329 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1040 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2878336 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2878339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2878344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2878345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2878348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2878353.500000 Penalty: 5009.762695
	Iteration 110Q: 3 clusters Score -2878354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2878358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2878360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2878372.000000 Penalty: 5009.762695
	Iteration 113Q: 3 clusters Score -2878372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2878373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2878368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2878378.250000 Penalty: 5009.762695
	Iteration 116Q: 3 clusters Score -2878378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2878381.250000 Penalty: 5009.762695
	Iteration 117Q: 3 clusters Score -2878381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2878379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2878387.500000 Penalty: 5009.762695
	Iteration 119Q: 3 clusters Score -2878388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -2878389.500000 Penalty: 5009.762695
	Iteration 120F: 3 clusters Score -2878390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2878391.750000 Penalty: 5009.762695
	Iteration 121Q: 3 clusters Score -2878392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2878393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2878391 nChanged 2
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2878392 nChanged 2
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Mstep: Class 1 contains 912 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2878393 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 912 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2878396 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2878398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2878399 nChanged 4
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Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2878398 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2878398 nChanged 5
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Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2878398 nChanged 5
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Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2878401.500000 Penalty: 5009.762695
	Iteration 132Q: 3 clusters Score -2878402 nChanged 4
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Mstep: Class 1 contains 887 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2878402 nChanged 2
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Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2878403 nChanged 3
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Mstep: Class 1 contains 882 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2878405 nChanged 6
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	Iteration 136Q: 3 clusters Score -2878407 nChanged 5
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2878407 nChanged 2
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2878411 nChanged 5
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Entering Unmasked Estep 
Score: -2878419.250000 Penalty: 5009.762695
	Iteration 139Q: 3 clusters Score -2878419 nChanged 4
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2878418 nChanged 1
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Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2878416.500000 Penalty: 5009.762695
	Iteration 141Q: 3 clusters Score -2878416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2878414.500000 Penalty: 5009.762695
	Iteration 142Q: 3 clusters Score -2878414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2878412.250000 Penalty: 5009.762695
	Iteration 143Q: 3 clusters Score -2878412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2878413.750000 Penalty: 5009.762695
	Iteration 144Q: 3 clusters Score -2878414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2878409.750000 Penalty: 5009.762695
	Iteration 145Q: 3 clusters Score -2878410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2878412.500000 Penalty: 5009.762695
	Iteration 146Q: 3 clusters Score -2878412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2878412.500000 Penalty: 5009.762695
	Iteration 147F: 3 clusters Score -2878412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Entering Unmasked Estep 
Score: -1146458.750000 Penalty: 2280.189697
	Iteration 0F: 2 clusters Score -1146459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1138909.500000 Penalty: 4560.379395
	Iteration 0F: 3 clusters Score -1138910 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1141045.875000 Penalty: 4560.379395
	Iteration 1F: 3 clusters Score -1141046 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1141304.375000 Penalty: 4560.379395
	Iteration 2F: 3 clusters Score -1141304 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1141475.000000 Penalty: 4560.379395
	Iteration 3Q: 3 clusters Score -1141475 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1141587.750000 Penalty: 4560.379395
	Iteration 4Q: 3 clusters Score -1141588 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1141686.125000 Penalty: 4560.379395
	Iteration 5Q: 3 clusters Score -1141686 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1141774.125000 Penalty: 4560.379395
	Iteration 6Q: 3 clusters Score -1141774 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1141875.000000 Penalty: 4560.379395
	Iteration 7Q: 3 clusters Score -1141875 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1141998.250000 Penalty: 4560.379395
	Iteration 8Q: 3 clusters Score -1141998 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1142135.500000 Penalty: 4560.379395
	Iteration 9Q: 3 clusters Score -1142136 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1142298.500000 Penalty: 4560.379395
	Iteration 10Q: 3 clusters Score -1142298 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1142492.875000 Penalty: 4560.379395
	Iteration 11Q: 3 clusters Score -1142493 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1142706.375000 Penalty: 4560.379395
	Iteration 12Q: 3 clusters Score -1142706 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1142946.375000 Penalty: 4560.379395
	Iteration 13Q: 3 clusters Score -1142946 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1143205.375000 Penalty: 4560.379395
	Iteration 14Q: 3 clusters Score -1143205 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1143490.250000 Penalty: 4560.379395
	Iteration 15Q: 3 clusters Score -1143490 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1143775.250000 Penalty: 4560.379395
	Iteration 16Q: 3 clusters Score -1143775 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1143972.750000 Penalty: 4560.379395
	Iteration 17Q: 3 clusters Score -1143973 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1144094.500000 Penalty: 4560.379395
	Iteration 18Q: 3 clusters Score -1144094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1144204.625000 Penalty: 4560.379395
	Iteration 19Q: 3 clusters Score -1144205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1144275.250000 Penalty: 4560.379395
	Iteration 20F: 3 clusters Score -1144275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1144336.625000 Penalty: 4560.379395
	Iteration 21Q: 3 clusters Score -1144337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1144377.875000 Penalty: 4560.379395
	Iteration 22Q: 3 clusters Score -1144378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1144404.875000 Penalty: 4560.379395
	Iteration 23Q: 3 clusters Score -1144405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1144429.125000 Penalty: 4560.379395
	Iteration 24Q: 3 clusters Score -1144429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1144451.000000 Penalty: 4560.379395
	Iteration 25Q: 3 clusters Score -1144451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1144462.375000 Penalty: 4560.379395
	Iteration 26Q: 3 clusters Score -1144462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1144466.125000 Penalty: 4560.379395
	Iteration 27Q: 3 clusters Score -1144466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1144467.250000 Penalty: 4560.379395
	Iteration 28Q: 3 clusters Score -1144467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1144467.625000 Penalty: 4560.379395
	Iteration 29Q: 3 clusters Score -1144468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1144470.000000 Penalty: 4560.379395
	Iteration 30Q: 3 clusters Score -1144470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1144470.000000 Penalty: 4560.379395
	Iteration 31F: 3 clusters Score -1144470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Entering Unmasked Estep 
Score: -5293372.000000 Penalty: 2679.652344
	Iteration 0F: 2 clusters Score -5293372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5260158.500000 Penalty: 5359.304688
	Iteration 0F: 3 clusters Score -5260158 nChanged 22735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -5272644.000000 Penalty: 5359.304688
	Iteration 1F: 3 clusters Score -5272644 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -5273503.000000 Penalty: 5359.304688
	Iteration 2Q: 3 clusters Score -5273503 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -5274490.500000 Penalty: 5359.304688
	Iteration 3Q: 3 clusters Score -5274490 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -5275800.500000 Penalty: 5359.304688
	Iteration 4F: 3 clusters Score -5275800 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -5277355.500000 Penalty: 5359.304688
	Iteration 5F: 3 clusters Score -5277356 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -5279390.500000 Penalty: 5359.304688
	Iteration 6F: 3 clusters Score -5279390 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5282021.500000 Penalty: 5359.304688
	Iteration 7F: 3 clusters Score -5282022 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -5284825.500000 Penalty: 5359.304688
	Iteration 8F: 3 clusters Score -5284826 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -5287291.000000 Penalty: 5359.304688
	Iteration 9F: 3 clusters Score -5287291 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -5289041.500000 Penalty: 5359.304688
	Iteration 10Q: 3 clusters Score -5289042 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -5290286.000000 Penalty: 5359.304688
	Iteration 11Q: 3 clusters Score -5290286 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -5291123.000000 Penalty: 5359.304688
	Iteration 12Q: 3 clusters Score -5291123 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -5291641.500000 Penalty: 5359.304688
	Iteration 13Q: 3 clusters Score -5291642 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -5291958.500000 Penalty: 5359.304688
	Iteration 14Q: 3 clusters Score -5291958 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -5292117.000000 Penalty: 5359.304688
	Iteration 15Q: 3 clusters Score -5292117 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -5292198.000000 Penalty: 5359.304688
	Iteration 16Q: 3 clusters Score -5292198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -5292233.000000 Penalty: 5359.304688
	Iteration 17Q: 3 clusters Score -5292233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -5292255.000000 Penalty: 5359.304688
	Iteration 18Q: 3 clusters Score -5292255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -5292268.000000 Penalty: 5359.304688
	Iteration 19Q: 3 clusters Score -5292268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -5292281.500000 Penalty: 5359.304688
	Iteration 20F: 3 clusters Score -5292282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -5292288.500000 Penalty: 5359.304688
	Iteration 21Q: 3 clusters Score -5292288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -5292288.500000 Penalty: 5359.304688
	Iteration 22Q: 3 clusters Score -5292288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -5292295.000000 Penalty: 5359.304688
	Iteration 23Q: 3 clusters Score -5292295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -5292294.500000 Penalty: 5359.304688
	Iteration 24Q: 3 clusters Score -5292294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -5292303.000000 Penalty: 5359.304688
	Iteration 25Q: 3 clusters Score -5292303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -5292307.000000 Penalty: 5359.304688
	Iteration 26Q: 3 clusters Score -5292307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -5292305.000000 Penalty: 5359.304688
	Iteration 27Q: 3 clusters Score -5292305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -5292314.000000 Penalty: 5359.304688
	Iteration 28Q: 3 clusters Score -5292314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -5292308.000000 Penalty: 5359.304688
	Iteration 29Q: 3 clusters Score -5292308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -5292309.000000 Penalty: 5359.304688
	Iteration 30Q: 3 clusters Score -5292309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -5292311.500000 Penalty: 5359.304688
	Iteration 31Q: 3 clusters Score -5292312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -5292311.500000 Penalty: 5359.304688
	Iteration 32F: 3 clusters Score -5292312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -407169.750000 Penalty: 2029.205322
	Iteration 0F: 2 clusters Score -407169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -403594.500000 Penalty: 4058.410645
	Iteration 0F: 3 clusters Score -403594.5 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -404408.906250 Penalty: 4058.410645
	Iteration 1F: 3 clusters Score -404408.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -404630.281250 Penalty: 4058.410645
	Iteration 2F: 3 clusters Score -404630.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -404810.093750 Penalty: 4058.410645
	Iteration 3F: 3 clusters Score -404810.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -404993.781250 Penalty: 4058.410645
	Iteration 4F: 3 clusters Score -404993.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -405173.968750 Penalty: 4058.410645
	Iteration 5Q: 3 clusters Score -405174 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -405361.187500 Penalty: 4058.410645
	Iteration 6Q: 3 clusters Score -405361.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -405521.250000 Penalty: 4058.410645
	Iteration 7Q: 3 clusters Score -405521.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -405664.562500 Penalty: 4058.410645
	Iteration 8Q: 3 clusters Score -405664.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -405772.343750 Penalty: 4058.410645
	Iteration 9Q: 3 clusters Score -405772.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -405830.875000 Penalty: 4058.410645
	Iteration 10Q: 3 clusters Score -405830.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -405878.812500 Penalty: 4058.410645
	Iteration 11Q: 3 clusters Score -405878.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -405917.968750 Penalty: 4058.410645
	Iteration 12Q: 3 clusters Score -405918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -405944.531250 Penalty: 4058.410645
	Iteration 13Q: 3 clusters Score -405944.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -405964.375000 Penalty: 4058.410645
	Iteration 14Q: 3 clusters Score -405964.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -405973.187500 Penalty: 4058.410645
	Iteration 15Q: 3 clusters Score -405973.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -405982.625000 Penalty: 4058.410645
	Iteration 16Q: 3 clusters Score -405982.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -405987.000000 Penalty: 4058.410645
	Iteration 17Q: 3 clusters Score -405987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -405991.812500 Penalty: 4058.410645
	Iteration 18Q: 3 clusters Score -405991.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -405996.812500 Penalty: 4058.410645
	Iteration 19Q: 3 clusters Score -405996.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -406001.250000 Penalty: 4058.410645
	Iteration 20F: 3 clusters Score -406001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -406006.062500 Penalty: 4058.410645
	Iteration 21Q: 3 clusters Score -406006.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -406010.375000 Penalty: 4058.410645
	Iteration 22Q: 3 clusters Score -406010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -406012.562500 Penalty: 4058.410645
	Iteration 23Q: 3 clusters Score -406012.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -406015.750000 Penalty: 4058.410645
	Iteration 24Q: 3 clusters Score -406015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -406018.312500 Penalty: 4058.410645
	Iteration 25Q: 3 clusters Score -406018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -406019.343750 Penalty: 4058.410645
	Iteration 26Q: 3 clusters Score -406019.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -406019.343750 Penalty: 4058.410645
	Iteration 27F: 3 clusters Score -406019.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Entering Unmasked Estep 
Score: -3130766.000000 Penalty: 2532.949463
	Iteration 0F: 2 clusters Score -3130766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3111900.750000 Penalty: 5065.898926
	Iteration 0F: 3 clusters Score -3111901 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3118661.500000 Penalty: 5065.898926
	Iteration 1F: 3 clusters Score -3118662 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3119303.250000 Penalty: 5065.898926
	Iteration 2F: 3 clusters Score -3119303 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3120019.500000 Penalty: 5065.898926
	Iteration 3F: 3 clusters Score -3120020 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3120774.250000 Penalty: 5065.898926
	Iteration 4F: 3 clusters Score -3120774 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3121517.750000 Penalty: 5065.898926
	Iteration 5F: 3 clusters Score -3121518 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3122203.000000 Penalty: 5065.898926
	Iteration 6F: 3 clusters Score -3122203 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3122786.250000 Penalty: 5065.898926
	Iteration 7Q: 3 clusters Score -3122786 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3123337.500000 Penalty: 5065.898926
	Iteration 8Q: 3 clusters Score -3123338 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3123819.750000 Penalty: 5065.898926
	Iteration 9Q: 3 clusters Score -3123820 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3124229.750000 Penalty: 5065.898926
	Iteration 10Q: 3 clusters Score -3124230 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3124643.500000 Penalty: 5065.898926
	Iteration 11Q: 3 clusters Score -3124644 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3125022.500000 Penalty: 5065.898926
	Iteration 12Q: 3 clusters Score -3125022 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3125338.250000 Penalty: 5065.898926
	Iteration 13Q: 3 clusters Score -3125338 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3125616.250000 Penalty: 5065.898926
	Iteration 14Q: 3 clusters Score -3125616 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3125869.750000 Penalty: 5065.898926
	Iteration 15Q: 3 clusters Score -3125870 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3126158.250000 Penalty: 5065.898926
	Iteration 16Q: 3 clusters Score -3126158 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3126431.500000 Penalty: 5065.898926
	Iteration 17Q: 3 clusters Score -3126432 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3126703.500000 Penalty: 5065.898926
	Iteration 18Q: 3 clusters Score -3126704 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3126983.250000 Penalty: 5065.898926
	Iteration 19Q: 3 clusters Score -3126983 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3127260.500000 Penalty: 5065.898926
	Iteration 20F: 3 clusters Score -3127260 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3127559.000000 Penalty: 5065.898926
	Iteration 21Q: 3 clusters Score -3127559 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3127813.500000 Penalty: 5065.898926
	Iteration 22Q: 3 clusters Score -3127814 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -3128047.750000 Penalty: 5065.898926
	Iteration 23Q: 3 clusters Score -3128048 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3128252.750000 Penalty: 5065.898926
	Iteration 24Q: 3 clusters Score -3128253 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3128467.750000 Penalty: 5065.898926
	Iteration 25Q: 3 clusters Score -3128468 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3128624.750000 Penalty: 5065.898926
	Iteration 26Q: 3 clusters Score -3128625 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3128744.500000 Penalty: 5065.898926
	Iteration 27Q: 3 clusters Score -3128744 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3128850.250000 Penalty: 5065.898926
	Iteration 28Q: 3 clusters Score -3128850 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3128929.750000 Penalty: 5065.898926
	Iteration 29Q: 3 clusters Score -3128930 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3129007.000000 Penalty: 5065.898926
	Iteration 30Q: 3 clusters Score -3129007 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3129041.750000 Penalty: 5065.898926
	Iteration 31Q: 3 clusters Score -3129042 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3129080.500000 Penalty: 5065.898926
	Iteration 32Q: 3 clusters Score -3129080 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3129107.250000 Penalty: 5065.898926
	Iteration 33Q: 3 clusters Score -3129107 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3129134.750000 Penalty: 5065.898926
	Iteration 34Q: 3 clusters Score -3129135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3129160.250000 Penalty: 5065.898926
	Iteration 35Q: 3 clusters Score -3129160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3129185.000000 Penalty: 5065.898926
	Iteration 36Q: 3 clusters Score -3129185 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3129206.500000 Penalty: 5065.898926
	Iteration 37Q: 3 clusters Score -3129206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3129233.000000 Penalty: 5065.898926
	Iteration 38Q: 3 clusters Score -3129233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3129249.000000 Penalty: 5065.898926
	Iteration 39Q: 3 clusters Score -3129249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3129263.250000 Penalty: 5065.898926
	Iteration 40F: 3 clusters Score -3129263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3129268.750000 Penalty: 5065.898926
	Iteration 41Q: 3 clusters Score -3129269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3129274.750000 Penalty: 5065.898926
	Iteration 42Q: 3 clusters Score -3129275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3129278.500000 Penalty: 5065.898926
	Iteration 43Q: 3 clusters Score -3129278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3129289.250000 Penalty: 5065.898926
	Iteration 44Q: 3 clusters Score -3129289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3129304.250000 Penalty: 5065.898926
	Iteration 45Q: 3 clusters Score -3129304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3129312.750000 Penalty: 5065.898926
	Iteration 46Q: 3 clusters Score -3129313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3129321.000000 Penalty: 5065.898926
	Iteration 47Q: 3 clusters Score -3129321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3129326.750000 Penalty: 5065.898926
	Iteration 48Q: 3 clusters Score -3129327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3129334.750000 Penalty: 5065.898926
	Iteration 49Q: 3 clusters Score -3129335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3129336.750000 Penalty: 5065.898926
	Iteration 50Q: 3 clusters Score -3129337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3129346.000000 Penalty: 5065.898926
	Iteration 51Q: 3 clusters Score -3129346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3129346.000000 Penalty: 5065.898926
	Iteration 52Q: 3 clusters Score -3129346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3129353.500000 Penalty: 5065.898926
	Iteration 53Q: 3 clusters Score -3129354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3129355.750000 Penalty: 5065.898926
	Iteration 54Q: 3 clusters Score -3129356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3129359.750000 Penalty: 5065.898926
	Iteration 55Q: 3 clusters Score -3129360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3129362.250000 Penalty: 5065.898926
	Iteration 56Q: 3 clusters Score -3129362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3129369.250000 Penalty: 5065.898926
	Iteration 57Q: 3 clusters Score -3129369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3129368.500000 Penalty: 5065.898926
	Iteration 58Q: 3 clusters Score -3129368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3129369.500000 Penalty: 5065.898926
	Iteration 59Q: 3 clusters Score -3129370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3129371.250000 Penalty: 5065.898926
	Iteration 60F: 3 clusters Score -3129371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3129377.500000 Penalty: 5065.898926
	Iteration 61Q: 3 clusters Score -3129378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3129378.500000 Penalty: 5065.898926
	Iteration 62Q: 3 clusters Score -3129378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3129380.250000 Penalty: 5065.898926
	Iteration 63Q: 3 clusters Score -3129380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3129384.000000 Penalty: 5065.898926
	Iteration 64Q: 3 clusters Score -3129384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3129385.750000 Penalty: 5065.898926
	Iteration 65Q: 3 clusters Score -3129386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3129393.750000 Penalty: 5065.898926
	Iteration 66Q: 3 clusters Score -3129394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3129395.250000 Penalty: 5065.898926
	Iteration 67Q: 3 clusters Score -3129395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -3129397.750000 Penalty: 5065.898926
	Iteration 68Q: 3 clusters Score -3129398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3129400.500000 Penalty: 5065.898926
	Iteration 69Q: 3 clusters Score -3129400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3129401.750000 Penalty: 5065.898926
	Iteration 70Q: 3 clusters Score -3129402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3129401.250000 Penalty: 5065.898926
	Iteration 71Q: 3 clusters Score -3129401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3129403.500000 Penalty: 5065.898926
	Iteration 72Q: 3 clusters Score -3129404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3129404.250000 Penalty: 5065.898926
	Iteration 73Q: 3 clusters Score -3129404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3129409.500000 Penalty: 5065.898926
	Iteration 74Q: 3 clusters Score -3129410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3129412.250000 Penalty: 5065.898926
	Iteration 75Q: 3 clusters Score -3129412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3129414.000000 Penalty: 5065.898926
	Iteration 76Q: 3 clusters Score -3129414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3129408.750000 Penalty: 5065.898926
	Iteration 77Q: 3 clusters Score -3129409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3129410.750000 Penalty: 5065.898926
	Iteration 78Q: 3 clusters Score -3129411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3129414.000000 Penalty: 5065.898926
	Iteration 79Q: 3 clusters Score -3129414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3129411.750000 Penalty: 5065.898926
	Iteration 80F: 3 clusters Score -3129412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -1254485.625000 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -1254486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1246354.500000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1246354 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1248736.375000 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1248736 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1249009.125000 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1249009 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1249189.750000 Penalty: 4607.373047
	Iteration 3Q: 3 clusters Score -1249190 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1249326.625000 Penalty: 4607.373047
	Iteration 4Q: 3 clusters Score -1249327 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1249436.000000 Penalty: 4607.373047
	Iteration 5Q: 3 clusters Score -1249436 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1249517.000000 Penalty: 4607.373047
	Iteration 6Q: 3 clusters Score -1249517 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1249571.750000 Penalty: 4607.373047
	Iteration 7Q: 3 clusters Score -1249572 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1249630.625000 Penalty: 4607.373047
	Iteration 8Q: 3 clusters Score -1249631 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1249699.500000 Penalty: 4607.373047
	Iteration 9Q: 3 clusters Score -1249700 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1249773.750000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -1249774 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1249873.500000 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -1249874 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1249986.500000 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -1249986 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1250133.875000 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -1250134 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1250341.250000 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -1250341 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1250624.750000 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -1250625 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1250953.375000 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -1250953 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1251252.750000 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -1251253 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1251500.500000 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -1251500 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1251719.625000 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -1251720 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1251883.750000 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -1251884 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1252025.125000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -1252025 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1252131.500000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -1252132 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1252210.375000 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -1252210 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1252269.500000 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -1252270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1252315.125000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -1252315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1252346.250000 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -1252346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1252363.250000 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -1252363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1252386.250000 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -1252386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1252402.625000 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -1252403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1252417.500000 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -1252418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1252432.125000 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -1252432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1252442.750000 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -1252443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1252449.625000 Penalty: 4607.373047
	Iteration 33Q: 3 clusters Score -1252450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1252453.500000 Penalty: 4607.373047
	Iteration 34Q: 3 clusters Score -1252454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1252453.375000 Penalty: 4607.373047
	Iteration 35Q: 3 clusters Score -1252453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1252457.000000 Penalty: 4607.373047
	Iteration 36Q: 3 clusters Score -1252457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1252463.375000 Penalty: 4607.373047
	Iteration 37Q: 3 clusters Score -1252463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1252468.750000 Penalty: 4607.373047
	Iteration 38Q: 3 clusters Score -1252469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1252471.500000 Penalty: 4607.373047
	Iteration 39Q: 3 clusters Score -1252472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1252474.000000 Penalty: 4607.373047
	Iteration 40F: 3 clusters Score -1252474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1252472.000000 Penalty: 4607.373047
	Iteration 41Q: 3 clusters Score -1252472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1252475.625000 Penalty: 4607.373047
	Iteration 42Q: 3 clusters Score -1252476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1252476.250000 Penalty: 4607.373047
	Iteration 43Q: 3 clusters Score -1252476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1252476.875000 Penalty: 4607.373047
	Iteration 44Q: 3 clusters Score -1252477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1252475.750000 Penalty: 4607.373047
	Iteration 45Q: 3 clusters Score -1252476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1252480.125000 Penalty: 4607.373047
	Iteration 46Q: 3 clusters Score -1252480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1252479.625000 Penalty: 4607.373047
	Iteration 47Q: 3 clusters Score -1252480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1252482.875000 Penalty: 4607.373047
	Iteration 48Q: 3 clusters Score -1252483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1252483.375000 Penalty: 4607.373047
	Iteration 49Q: 3 clusters Score -1252483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1252486.250000 Penalty: 4607.373047
	Iteration 50Q: 3 clusters Score -1252486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1252488.750000 Penalty: 4607.373047
	Iteration 51Q: 3 clusters Score -1252489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1252491.500000 Penalty: 4607.373047
	Iteration 52Q: 3 clusters Score -1252492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1252495.375000 Penalty: 4607.373047
	Iteration 53Q: 3 clusters Score -1252495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1252497.750000 Penalty: 4607.373047
	Iteration 54Q: 3 clusters Score -1252498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1252502.000000 Penalty: 4607.373047
	Iteration 55Q: 3 clusters Score -1252502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1252506.625000 Penalty: 4607.373047
	Iteration 56Q: 3 clusters Score -1252507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1252510.875000 Penalty: 4607.373047
	Iteration 57Q: 3 clusters Score -1252511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1252509.375000 Penalty: 4607.373047
	Iteration 58Q: 3 clusters Score -1252509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1252509.250000 Penalty: 4607.373047
	Iteration 59Q: 3 clusters Score -1252509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1252509.875000 Penalty: 4607.373047
	Iteration 60F: 3 clusters Score -1252510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1252510.000000 Penalty: 4607.373047
	Iteration 61Q: 3 clusters Score -1252510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1252510.000000 Penalty: 4607.373047
	Iteration 62F: 3 clusters Score -1252510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -769346.062500 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -769346.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -763921.187500 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -763921.2 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -765332.250000 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -765332.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -765568.187500 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -765568.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -765753.250000 Penalty: 4349.752930
	Iteration 3F: 3 clusters Score -765753.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -765925.875000 Penalty: 4349.752930
	Iteration 4Q: 3 clusters Score -765925.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -766074.687500 Penalty: 4349.752930
	Iteration 5Q: 3 clusters Score -766074.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -766195.937500 Penalty: 4349.752930
	Iteration 6Q: 3 clusters Score -766195.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -766321.375000 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -766321.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -766439.687500 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -766439.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -766568.562500 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -766568.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -766698.687500 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -766698.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -766818.937500 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -766818.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -766917.250000 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -766917.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -766983.375000 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -766983.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -767032.250000 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -767032.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -767074.000000 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -767074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -767120.375000 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -767120.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -767164.562500 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -767164.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -767194.312500 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -767194.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -767216.250000 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -767216.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -767231.375000 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -767231.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -767240.750000 Penalty: 4349.752930
	Iteration 21Q: 3 clusters Score -767240.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -767249.375000 Penalty: 4349.752930
	Iteration 22Q: 3 clusters Score -767249.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -767260.875000 Penalty: 4349.752930
	Iteration 23Q: 3 clusters Score -767260.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -767265.437500 Penalty: 4349.752930
	Iteration 24Q: 3 clusters Score -767265.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -767269.437500 Penalty: 4349.752930
	Iteration 25Q: 3 clusters Score -767269.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -767273.375000 Penalty: 4349.752930
	Iteration 26Q: 3 clusters Score -767273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -767275.062500 Penalty: 4349.752930
	Iteration 27Q: 3 clusters Score -767275.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -767277.625000 Penalty: 4349.752930
	Iteration 28Q: 3 clusters Score -767277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -767282.187500 Penalty: 4349.752930
	Iteration 29Q: 3 clusters Score -767282.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -767285.812500 Penalty: 4349.752930
	Iteration 30Q: 3 clusters Score -767285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -767289.500000 Penalty: 4349.752930
	Iteration 31Q: 3 clusters Score -767289.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -767293.312500 Penalty: 4349.752930
	Iteration 32Q: 3 clusters Score -767293.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -767296.000000 Penalty: 4349.752930
	Iteration 33Q: 3 clusters Score -767296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -767296.625000 Penalty: 4349.752930
	Iteration 34Q: 3 clusters Score -767296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -767300.312500 Penalty: 4349.752930
	Iteration 35Q: 3 clusters Score -767300.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -767306.625000 Penalty: 4349.752930
	Iteration 36Q: 3 clusters Score -767306.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -767308.437500 Penalty: 4349.752930
	Iteration 37Q: 3 clusters Score -767308.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -767312.250000 Penalty: 4349.752930
	Iteration 38Q: 3 clusters Score -767312.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -767316.875000 Penalty: 4349.752930
	Iteration 39Q: 3 clusters Score -767316.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -767321.500000 Penalty: 4349.752930
	Iteration 40F: 3 clusters Score -767321.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -767324.062500 Penalty: 4349.752930
	Iteration 41Q: 3 clusters Score -767324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -767326.187500 Penalty: 4349.752930
	Iteration 42Q: 3 clusters Score -767326.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -767328.812500 Penalty: 4349.752930
	Iteration 43Q: 3 clusters Score -767328.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -767329.625000 Penalty: 4349.752930
	Iteration 44Q: 3 clusters Score -767329.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -767332.562500 Penalty: 4349.752930
	Iteration 45Q: 3 clusters Score -767332.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -767334.562500 Penalty: 4349.752930
	Iteration 46Q: 3 clusters Score -767334.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -767336.500000 Penalty: 4349.752930
	Iteration 47Q: 3 clusters Score -767336.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -767338.312500 Penalty: 4349.752930
	Iteration 48Q: 3 clusters Score -767338.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -767341.812500 Penalty: 4349.752930
	Iteration 49Q: 3 clusters Score -767341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -767343.875000 Penalty: 4349.752930
	Iteration 50Q: 3 clusters Score -767343.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -767350.500000 Penalty: 4349.752930
	Iteration 51Q: 3 clusters Score -767350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -767356.125000 Penalty: 4349.752930
	Iteration 52Q: 3 clusters Score -767356.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -767361.812500 Penalty: 4349.752930
	Iteration 53Q: 3 clusters Score -767361.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -767365.562500 Penalty: 4349.752930
	Iteration 54Q: 3 clusters Score -767365.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -767372.937500 Penalty: 4349.752930
	Iteration 55Q: 3 clusters Score -767372.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -767379.375000 Penalty: 4349.752930
	Iteration 56Q: 3 clusters Score -767379.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -767387.562500 Penalty: 4349.752930
	Iteration 57Q: 3 clusters Score -767387.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -767392.937500 Penalty: 4349.752930
	Iteration 58Q: 3 clusters Score -767392.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -767397.375000 Penalty: 4349.752930
	Iteration 59Q: 3 clusters Score -767397.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -767404.437500 Penalty: 4349.752930
	Iteration 60F: 3 clusters Score -767404.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -767408.562500 Penalty: 4349.752930
	Iteration 61Q: 3 clusters Score -767408.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -767412.312500 Penalty: 4349.752930
	Iteration 62Q: 3 clusters Score -767412.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -767418.562500 Penalty: 4349.752930
	Iteration 63Q: 3 clusters Score -767418.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -767424.250000 Penalty: 4349.752930
	Iteration 64Q: 3 clusters Score -767424.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -767426.125000 Penalty: 4349.752930
	Iteration 65Q: 3 clusters Score -767426.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -767432.750000 Penalty: 4349.752930
	Iteration 66Q: 3 clusters Score -767432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -767437.687500 Penalty: 4349.752930
	Iteration 67Q: 3 clusters Score -767437.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -767442.437500 Penalty: 4349.752930
	Iteration 68Q: 3 clusters Score -767442.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -767443.250000 Penalty: 4349.752930
	Iteration 69Q: 3 clusters Score -767443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -767444.750000 Penalty: 4349.752930
	Iteration 70Q: 3 clusters Score -767444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -767445.812500 Penalty: 4349.752930
	Iteration 71Q: 3 clusters Score -767445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -767444.937500 Penalty: 4349.752930
	Iteration 72Q: 3 clusters Score -767444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -767445.562500 Penalty: 4349.752930
	Iteration 73Q: 3 clusters Score -767445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -767446.812500 Penalty: 4349.752930
	Iteration 74Q: 3 clusters Score -767446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -767446.812500 Penalty: 4349.752930
	Iteration 75F: 3 clusters Score -767446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -38783.472656 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -38783.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37531.710938 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -37531.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37683.257812 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -37683.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37753.101562 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -37753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37799.324219 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -37799.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37846.687500 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -37846.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37890.988281 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -37890.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37928.683594 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -37928.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37994.195312 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -37994.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38055.359375 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -38055.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38101.078125 Penalty: 2929.059326
	Iteration 9Q: 3 clusters Score -38101.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38137.546875 Penalty: 2929.059326
	Iteration 10Q: 3 clusters Score -38137.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38183.628906 Penalty: 2929.059326
	Iteration 11Q: 3 clusters Score -38183.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38188.835938 Penalty: 2929.059326
	Iteration 12Q: 3 clusters Score -38188.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38200.593750 Penalty: 2929.059326
	Iteration 13Q: 3 clusters Score -38200.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38201.546875 Penalty: 2929.059326
	Iteration 14F: 3 clusters Score -38201.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38204.882812 Penalty: 2929.059326
	Iteration 15Q: 3 clusters Score -38204.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38209.863281 Penalty: 2929.059326
	Iteration 16Q: 3 clusters Score -38209.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38247.003906 Penalty: 2929.059326
	Iteration 17Q: 3 clusters Score -38247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38291.308594 Penalty: 2929.059326
	Iteration 18Q: 3 clusters Score -38291.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38320.687500 Penalty: 2929.059326
	Iteration 19Q: 3 clusters Score -38320.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38350.562500 Penalty: 2929.059326
	Iteration 20F: 3 clusters Score -38350.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38371.062500 Penalty: 2929.059326
	Iteration 21Q: 3 clusters Score -38371.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38371.062500 Penalty: 2929.059326
	Iteration 22F: 3 clusters Score -38371.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Entering Unmasked Estep 
Score: -1990862.375000 Penalty: 2413.194092
	Iteration 0F: 2 clusters Score -1990862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1978745.250000 Penalty: 4826.388184
	Iteration 0F: 3 clusters Score -1978745 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1982782.250000 Penalty: 4826.388184
	Iteration 1F: 3 clusters Score -1982782 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1983215.250000 Penalty: 4826.388184
	Iteration 2F: 3 clusters Score -1983215 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1983694.125000 Penalty: 4826.388184
	Iteration 3F: 3 clusters Score -1983694 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1984280.250000 Penalty: 4826.388184
	Iteration 4F: 3 clusters Score -1984280 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1984953.500000 Penalty: 4826.388184
	Iteration 5F: 3 clusters Score -1984954 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1985617.500000 Penalty: 4826.388184
	Iteration 6F: 3 clusters Score -1985618 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1986220.000000 Penalty: 4826.388184
	Iteration 7F: 3 clusters Score -1986220 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1986734.625000 Penalty: 4826.388184
	Iteration 8F: 3 clusters Score -1986735 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1987155.000000 Penalty: 4826.388184
	Iteration 9Q: 3 clusters Score -1987155 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1987501.250000 Penalty: 4826.388184
	Iteration 10Q: 3 clusters Score -1987501 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1987788.500000 Penalty: 4826.388184
	Iteration 11Q: 3 clusters Score -1987788 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1988018.625000 Penalty: 4826.388184
	Iteration 12Q: 3 clusters Score -1988019 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1988196.250000 Penalty: 4826.388184
	Iteration 13Q: 3 clusters Score -1988196 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1988355.250000 Penalty: 4826.388184
	Iteration 14Q: 3 clusters Score -1988355 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1988480.000000 Penalty: 4826.388184
	Iteration 15Q: 3 clusters Score -1988480 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1988563.000000 Penalty: 4826.388184
	Iteration 16Q: 3 clusters Score -1988563 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1988613.750000 Penalty: 4826.388184
	Iteration 17Q: 3 clusters Score -1988614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1988648.875000 Penalty: 4826.388184
	Iteration 18Q: 3 clusters Score -1988649 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1988683.250000 Penalty: 4826.388184
	Iteration 19Q: 3 clusters Score -1988683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1988707.250000 Penalty: 4826.388184
	Iteration 20F: 3 clusters Score -1988707 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1988723.000000 Penalty: 4826.388184
	Iteration 21Q: 3 clusters Score -1988723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1988741.375000 Penalty: 4826.388184
	Iteration 22Q: 3 clusters Score -1988741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1988750.750000 Penalty: 4826.388184
	Iteration 23Q: 3 clusters Score -1988751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1988765.375000 Penalty: 4826.388184
	Iteration 24Q: 3 clusters Score -1988765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1988781.250000 Penalty: 4826.388184
	Iteration 25Q: 3 clusters Score -1988781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1988792.750000 Penalty: 4826.388184
	Iteration 26Q: 3 clusters Score -1988793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1988804.125000 Penalty: 4826.388184
	Iteration 27Q: 3 clusters Score -1988804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1988820.500000 Penalty: 4826.388184
	Iteration 28Q: 3 clusters Score -1988820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1988834.875000 Penalty: 4826.388184
	Iteration 29Q: 3 clusters Score -1988835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1988839.375000 Penalty: 4826.388184
	Iteration 30Q: 3 clusters Score -1988839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1988842.125000 Penalty: 4826.388184
	Iteration 31Q: 3 clusters Score -1988842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1988850.125000 Penalty: 4826.388184
	Iteration 32Q: 3 clusters Score -1988850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1988857.250000 Penalty: 4826.388184
	Iteration 33Q: 3 clusters Score -1988857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1988864.500000 Penalty: 4826.388184
	Iteration 34Q: 3 clusters Score -1988864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1988873.250000 Penalty: 4826.388184
	Iteration 35Q: 3 clusters Score -1988873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1988876.625000 Penalty: 4826.388184
	Iteration 36Q: 3 clusters Score -1988877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1988883.625000 Penalty: 4826.388184
	Iteration 37Q: 3 clusters Score -1988884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1988886.750000 Penalty: 4826.388184
	Iteration 38Q: 3 clusters Score -1988887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1988885.875000 Penalty: 4826.388184
	Iteration 39Q: 3 clusters Score -1988886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1988892.625000 Penalty: 4826.388184
	Iteration 40F: 3 clusters Score -1988893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1988889.250000 Penalty: 4826.388184
	Iteration 41Q: 3 clusters Score -1988889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1988893.000000 Penalty: 4826.388184
	Iteration 42Q: 3 clusters Score -1988893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1988897.250000 Penalty: 4826.388184
	Iteration 43Q: 3 clusters Score -1988897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1988900.625000 Penalty: 4826.388184
	Iteration 44Q: 3 clusters Score -1988901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1988906.000000 Penalty: 4826.388184
	Iteration 45Q: 3 clusters Score -1988906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1988909.000000 Penalty: 4826.388184
	Iteration 46Q: 3 clusters Score -1988909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1988909.375000 Penalty: 4826.388184
	Iteration 47Q: 3 clusters Score -1988909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1988910.500000 Penalty: 4826.388184
	Iteration 48Q: 3 clusters Score -1988910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1988910.625000 Penalty: 4826.388184
	Iteration 49Q: 3 clusters Score -1988911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1988910.625000 Penalty: 4826.388184
	Iteration 50F: 3 clusters Score -1988911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Entering Unmasked Estep 
Score: -2583335.250000 Penalty: 2483.915771
	Iteration 0F: 2 clusters Score -2583335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2567827.500000 Penalty: 4967.831543
	Iteration 0F: 3 clusters Score -2567828 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2573385.750000 Penalty: 4967.831543
	Iteration 1F: 3 clusters Score -2573386 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2574061.000000 Penalty: 4967.831543
	Iteration 2F: 3 clusters Score -2574061 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2574737.250000 Penalty: 4967.831543
	Iteration 3F: 3 clusters Score -2574737 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2575450.750000 Penalty: 4967.831543
	Iteration 4F: 3 clusters Score -2575451 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2576169.000000 Penalty: 4967.831543
	Iteration 5F: 3 clusters Score -2576169 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2576818.500000 Penalty: 4967.831543
	Iteration 6F: 3 clusters Score -2576818 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2577414.500000 Penalty: 4967.831543
	Iteration 7Q: 3 clusters Score -2577414 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2577980.500000 Penalty: 4967.831543
	Iteration 8Q: 3 clusters Score -2577980 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2578544.000000 Penalty: 4967.831543
	Iteration 9Q: 3 clusters Score -2578544 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2579013.250000 Penalty: 4967.831543
	Iteration 10Q: 3 clusters Score -2579013 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2579438.250000 Penalty: 4967.831543
	Iteration 11Q: 3 clusters Score -2579438 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2579837.000000 Penalty: 4967.831543
	Iteration 12Q: 3 clusters Score -2579837 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2580153.000000 Penalty: 4967.831543
	Iteration 13Q: 3 clusters Score -2580153 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2580407.000000 Penalty: 4967.831543
	Iteration 14Q: 3 clusters Score -2580407 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2580584.500000 Penalty: 4967.831543
	Iteration 15Q: 3 clusters Score -2580584 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2580741.250000 Penalty: 4967.831543
	Iteration 16Q: 3 clusters Score -2580741 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2580847.750000 Penalty: 4967.831543
	Iteration 17Q: 3 clusters Score -2580848 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2580934.500000 Penalty: 4967.831543
	Iteration 18Q: 3 clusters Score -2580934 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2581003.750000 Penalty: 4967.831543
	Iteration 19Q: 3 clusters Score -2581004 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2581064.250000 Penalty: 4967.831543
	Iteration 20F: 3 clusters Score -2581064 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2581108.250000 Penalty: 4967.831543
	Iteration 21Q: 3 clusters Score -2581108 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2581152.500000 Penalty: 4967.831543
	Iteration 22Q: 3 clusters Score -2581152 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2581190.250000 Penalty: 4967.831543
	Iteration 23Q: 3 clusters Score -2581190 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2581228.250000 Penalty: 4967.831543
	Iteration 24Q: 3 clusters Score -2581228 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2581244.000000 Penalty: 4967.831543
	Iteration 25Q: 3 clusters Score -2581244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2581266.250000 Penalty: 4967.831543
	Iteration 26Q: 3 clusters Score -2581266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2581298.000000 Penalty: 4967.831543
	Iteration 27Q: 3 clusters Score -2581298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2581308.000000 Penalty: 4967.831543
	Iteration 28Q: 3 clusters Score -2581308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2581319.000000 Penalty: 4967.831543
	Iteration 29Q: 3 clusters Score -2581319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2581323.250000 Penalty: 4967.831543
	Iteration 30Q: 3 clusters Score -2581323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2581329.000000 Penalty: 4967.831543
	Iteration 31Q: 3 clusters Score -2581329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2581330.500000 Penalty: 4967.831543
	Iteration 32Q: 3 clusters Score -2581330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2581339.000000 Penalty: 4967.831543
	Iteration 33Q: 3 clusters Score -2581339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2581343.250000 Penalty: 4967.831543
	Iteration 34Q: 3 clusters Score -2581343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2581348.250000 Penalty: 4967.831543
	Iteration 35Q: 3 clusters Score -2581348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2581357.750000 Penalty: 4967.831543
	Iteration 36Q: 3 clusters Score -2581358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2581365.250000 Penalty: 4967.831543
	Iteration 37Q: 3 clusters Score -2581365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2581366.750000 Penalty: 4967.831543
	Iteration 38Q: 3 clusters Score -2581367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2581364.500000 Penalty: 4967.831543
	Iteration 39Q: 3 clusters Score -2581364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2581363.500000 Penalty: 4967.831543
	Iteration 40F: 3 clusters Score -2581364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2581362.250000 Penalty: 4967.831543
	Iteration 41Q: 3 clusters Score -2581362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2581361.500000 Penalty: 4967.831543
	Iteration 42Q: 3 clusters Score -2581362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2581366.250000 Penalty: 4967.831543
	Iteration 43Q: 3 clusters Score -2581366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2581369.750000 Penalty: 4967.831543
	Iteration 44Q: 3 clusters Score -2581370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2581372.000000 Penalty: 4967.831543
	Iteration 45Q: 3 clusters Score -2581372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2581371.000000 Penalty: 4967.831543
	Iteration 46Q: 3 clusters Score -2581371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2581370.750000 Penalty: 4967.831543
	Iteration 47Q: 3 clusters Score -2581371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2581368.000000 Penalty: 4967.831543
	Iteration 48Q: 3 clusters Score -2581368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2581368.000000 Penalty: 4967.831543
	Iteration 49Q: 3 clusters Score -2581368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2581369.000000 Penalty: 4967.831543
	Iteration 50Q: 3 clusters Score -2581369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2581369.750000 Penalty: 4967.831543
	Iteration 51Q: 3 clusters Score -2581370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2581369.250000 Penalty: 4967.831543
	Iteration 52Q: 3 clusters Score -2581369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2581368.500000 Penalty: 4967.831543
	Iteration 53Q: 3 clusters Score -2581368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2581368.750000 Penalty: 4967.831543
	Iteration 54Q: 3 clusters Score -2581369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2581372.000000 Penalty: 4967.831543
	Iteration 55Q: 3 clusters Score -2581372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2581369.750000 Penalty: 4967.831543
	Iteration 56Q: 3 clusters Score -2581370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2581370.500000 Penalty: 4967.831543
	Iteration 57Q: 3 clusters Score -2581370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2581370.500000 Penalty: 4967.831543
	Iteration 58F: 3 clusters Score -2581370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Entering Unmasked Estep 
Score: -1930121.000000 Penalty: 2439.609375
	Iteration 0F: 2 clusters Score -1930121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1916948.625000 Penalty: 4879.218750
	Iteration 0F: 3 clusters Score -1916949 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1921628.125000 Penalty: 4879.218750
	Iteration 1F: 3 clusters Score -1921628 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1922906.875000 Penalty: 4879.218750
	Iteration 2F: 3 clusters Score -1922907 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1924451.500000 Penalty: 4879.218750
	Iteration 3F: 3 clusters Score -1924452 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1925816.375000 Penalty: 4879.218750
	Iteration 4F: 3 clusters Score -1925816 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1926811.000000 Penalty: 4879.218750
	Iteration 5F: 3 clusters Score -1926811 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1927559.000000 Penalty: 4879.218750
	Iteration 6F: 3 clusters Score -1927559 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1928064.500000 Penalty: 4879.218750
	Iteration 7Q: 3 clusters Score -1928064 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1928413.000000 Penalty: 4879.218750
	Iteration 8Q: 3 clusters Score -1928413 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1928676.250000 Penalty: 4879.218750
	Iteration 9Q: 3 clusters Score -1928676 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1928867.625000 Penalty: 4879.218750
	Iteration 10Q: 3 clusters Score -1928868 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1929012.500000 Penalty: 4879.218750
	Iteration 11Q: 3 clusters Score -1929012 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1929109.875000 Penalty: 4879.218750
	Iteration 12Q: 3 clusters Score -1929110 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1929178.875000 Penalty: 4879.218750
	Iteration 13Q: 3 clusters Score -1929179 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1929238.875000 Penalty: 4879.218750
	Iteration 14Q: 3 clusters Score -1929239 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1929287.250000 Penalty: 4879.218750
	Iteration 15Q: 3 clusters Score -1929287 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1929315.125000 Penalty: 4879.218750
	Iteration 16Q: 3 clusters Score -1929315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1929343.375000 Penalty: 4879.218750
	Iteration 17Q: 3 clusters Score -1929343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1929373.375000 Penalty: 4879.218750
	Iteration 18Q: 3 clusters Score -1929373 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1929388.250000 Penalty: 4879.218750
	Iteration 19Q: 3 clusters Score -1929388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1929405.375000 Penalty: 4879.218750
	Iteration 20F: 3 clusters Score -1929405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1929418.375000 Penalty: 4879.218750
	Iteration 21Q: 3 clusters Score -1929418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1929438.875000 Penalty: 4879.218750
	Iteration 22Q: 3 clusters Score -1929439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1929444.125000 Penalty: 4879.218750
	Iteration 23Q: 3 clusters Score -1929444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1929454.125000 Penalty: 4879.218750
	Iteration 24Q: 3 clusters Score -1929454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1929467.250000 Penalty: 4879.218750
	Iteration 25Q: 3 clusters Score -1929467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1929477.625000 Penalty: 4879.218750
	Iteration 26Q: 3 clusters Score -1929478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1929482.000000 Penalty: 4879.218750
	Iteration 27Q: 3 clusters Score -1929482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1929486.500000 Penalty: 4879.218750
	Iteration 28Q: 3 clusters Score -1929486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1929490.125000 Penalty: 4879.218750
	Iteration 29Q: 3 clusters Score -1929490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1929490.625000 Penalty: 4879.218750
	Iteration 30Q: 3 clusters Score -1929491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1929503.750000 Penalty: 4879.218750
	Iteration 31Q: 3 clusters Score -1929504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1929505.500000 Penalty: 4879.218750
	Iteration 32Q: 3 clusters Score -1929506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1929511.875000 Penalty: 4879.218750
	Iteration 33Q: 3 clusters Score -1929512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1929516.000000 Penalty: 4879.218750
	Iteration 34Q: 3 clusters Score -1929516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1929521.500000 Penalty: 4879.218750
	Iteration 35Q: 3 clusters Score -1929522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1929519.125000 Penalty: 4879.218750
	Iteration 36Q: 3 clusters Score -1929519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1929522.500000 Penalty: 4879.218750
	Iteration 37Q: 3 clusters Score -1929522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1929522.375000 Penalty: 4879.218750
	Iteration 38Q: 3 clusters Score -1929522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1929526.875000 Penalty: 4879.218750
	Iteration 39Q: 3 clusters Score -1929527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1929524.750000 Penalty: 4879.218750
	Iteration 40F: 3 clusters Score -1929525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1929526.125000 Penalty: 4879.218750
	Iteration 41Q: 3 clusters Score -1929526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1929526.500000 Penalty: 4879.218750
	Iteration 42Q: 3 clusters Score -1929526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1929531.500000 Penalty: 4879.218750
	Iteration 43Q: 3 clusters Score -1929532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1929530.625000 Penalty: 4879.218750
	Iteration 44Q: 3 clusters Score -1929531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1929530.000000 Penalty: 4879.218750
	Iteration 45Q: 3 clusters Score -1929530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1929533.125000 Penalty: 4879.218750
	Iteration 46Q: 3 clusters Score -1929533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1929534.375000 Penalty: 4879.218750
	Iteration 47Q: 3 clusters Score -1929534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1929534.375000 Penalty: 4879.218750
	Iteration 48Q: 3 clusters Score -1929534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1929534.875000 Penalty: 4879.218750
	Iteration 49Q: 3 clusters Score -1929535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1929537.125000 Penalty: 4879.218750
	Iteration 50Q: 3 clusters Score -1929537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1929537.125000 Penalty: 4879.218750
	Iteration 51F: 3 clusters Score -1929537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1070460.000000 Penalty: 2262.134277
	Iteration 0F: 2 clusters Score -1070460 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 4519 members 
Entering Unmasked Estep 
Score: -1063413.500000 Penalty: 4524.268555
	Iteration 0F: 3 clusters Score -1063414 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1065476.750000 Penalty: 4524.268555
	Iteration 1F: 3 clusters Score -1065477 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1065859.500000 Penalty: 4524.268555
	Iteration 2F: 3 clusters Score -1065860 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1066171.000000 Penalty: 4524.268555
	Iteration 3F: 3 clusters Score -1066171 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1066439.750000 Penalty: 4524.268555
	Iteration 4F: 3 clusters Score -1066440 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1066712.875000 Penalty: 4524.268555
	Iteration 5F: 3 clusters Score -1066713 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1066955.000000 Penalty: 4524.268555
	Iteration 6Q: 3 clusters Score -1066955 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1067179.875000 Penalty: 4524.268555
	Iteration 7Q: 3 clusters Score -1067180 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1067377.500000 Penalty: 4524.268555
	Iteration 8Q: 3 clusters Score -1067378 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1067524.625000 Penalty: 4524.268555
	Iteration 9Q: 3 clusters Score -1067525 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1067669.125000 Penalty: 4524.268555
	Iteration 10Q: 3 clusters Score -1067669 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1067788.625000 Penalty: 4524.268555
	Iteration 11Q: 3 clusters Score -1067789 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1067889.500000 Penalty: 4524.268555
	Iteration 12Q: 3 clusters Score -1067890 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1067973.750000 Penalty: 4524.268555
	Iteration 13Q: 3 clusters Score -1067974 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1068036.750000 Penalty: 4524.268555
	Iteration 14Q: 3 clusters Score -1068037 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1068085.250000 Penalty: 4524.268555
	Iteration 15Q: 3 clusters Score -1068085 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1068130.125000 Penalty: 4524.268555
	Iteration 16Q: 3 clusters Score -1068130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1068174.125000 Penalty: 4524.268555
	Iteration 17Q: 3 clusters Score -1068174 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1068203.375000 Penalty: 4524.268555
	Iteration 18Q: 3 clusters Score -1068203 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1068242.875000 Penalty: 4524.268555
	Iteration 19Q: 3 clusters Score -1068243 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1068280.000000 Penalty: 4524.268555
	Iteration 20F: 3 clusters Score -1068280 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1068317.625000 Penalty: 4524.268555
	Iteration 21Q: 3 clusters Score -1068318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1068349.000000 Penalty: 4524.268555
	Iteration 22Q: 3 clusters Score -1068349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1068373.375000 Penalty: 4524.268555
	Iteration 23Q: 3 clusters Score -1068373 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1068386.625000 Penalty: 4524.268555
	Iteration 24Q: 3 clusters Score -1068387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1068400.875000 Penalty: 4524.268555
	Iteration 25Q: 3 clusters Score -1068401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1068415.250000 Penalty: 4524.268555
	Iteration 26Q: 3 clusters Score -1068415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1068429.375000 Penalty: 4524.268555
	Iteration 27Q: 3 clusters Score -1068429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1068446.125000 Penalty: 4524.268555
	Iteration 28Q: 3 clusters Score -1068446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1068456.500000 Penalty: 4524.268555
	Iteration 29Q: 3 clusters Score -1068456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1068467.750000 Penalty: 4524.268555
	Iteration 30Q: 3 clusters Score -1068468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1068476.500000 Penalty: 4524.268555
	Iteration 31Q: 3 clusters Score -1068476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1068481.750000 Penalty: 4524.268555
	Iteration 32Q: 3 clusters Score -1068482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1068486.500000 Penalty: 4524.268555
	Iteration 33Q: 3 clusters Score -1068486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1068489.250000 Penalty: 4524.268555
	Iteration 34Q: 3 clusters Score -1068489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1068495.000000 Penalty: 4524.268555
	Iteration 35Q: 3 clusters Score -1068495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1068500.250000 Penalty: 4524.268555
	Iteration 36Q: 3 clusters Score -1068500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1068501.625000 Penalty: 4524.268555
	Iteration 37Q: 3 clusters Score -1068502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1068504.000000 Penalty: 4524.268555
	Iteration 38Q: 3 clusters Score -1068504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1068505.000000 Penalty: 4524.268555
	Iteration 39Q: 3 clusters Score -1068505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1068506.625000 Penalty: 4524.268555
	Iteration 40F: 3 clusters Score -1068507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1068507.625000 Penalty: 4524.268555
	Iteration 41Q: 3 clusters Score -1068508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1068508.625000 Penalty: 4524.268555
	Iteration 42Q: 3 clusters Score -1068509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1068512.500000 Penalty: 4524.268555
	Iteration 43Q: 3 clusters Score -1068512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1068512.250000 Penalty: 4524.268555
	Iteration 44Q: 3 clusters Score -1068512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1068511.625000 Penalty: 4524.268555
	Iteration 45Q: 3 clusters Score -1068512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1068509.500000 Penalty: 4524.268555
	Iteration 46Q: 3 clusters Score -1068510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1068510.000000 Penalty: 4524.268555
	Iteration 47Q: 3 clusters Score -1068510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1068508.875000 Penalty: 4524.268555
	Iteration 48Q: 3 clusters Score -1068509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1068508.875000 Penalty: 4524.268555
	Iteration 49F: 3 clusters Score -1068509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (81218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Entering Unmasked Estep 
Score: -9520025.000000 Penalty: 2803.613281
	Iteration 0F: 2 clusters Score -9520025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -9465415.000000 Penalty: 5607.226562
	Iteration 0F: 3 clusters Score -9465415 nChanged 38303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -9487457.000000 Penalty: 5607.226562
	Iteration 1F: 3 clusters Score -9487457 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -9488188.000000 Penalty: 5607.226562
	Iteration 2Q: 3 clusters Score -9488188 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -9489102.000000 Penalty: 5607.226562
	Iteration 3Q: 3 clusters Score -9489102 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -9490135.000000 Penalty: 5607.226562
	Iteration 4Q: 3 clusters Score -9490135 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -9491423.000000 Penalty: 5607.226562
	Iteration 5Q: 3 clusters Score -9491423 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -9493212.000000 Penalty: 5607.226562
	Iteration 6Q: 3 clusters Score -9493212 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -9495661.000000 Penalty: 5607.226562
	Iteration 7F: 3 clusters Score -9495661 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -9498756.000000 Penalty: 5607.226562
	Iteration 8F: 3 clusters Score -9498756 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -9502433.000000 Penalty: 5607.226562
	Iteration 9F: 3 clusters Score -9502433 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -9506590.000000 Penalty: 5607.226562
	Iteration 10F: 3 clusters Score -9506590 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -9510228.000000 Penalty: 5607.226562
	Iteration 11F: 3 clusters Score -9510228 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -9513129.000000 Penalty: 5607.226562
	Iteration 12Q: 3 clusters Score -9513129 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 75968 members 
Entering Unmasked Estep 
Score: -9514983.000000 Penalty: 5607.226562
	Iteration 13Q: 3 clusters Score -9514983 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 77429 members 
Entering Unmasked Estep 
Score: -9516090.000000 Penalty: 5607.226562
	Iteration 14Q: 3 clusters Score -9516090 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -9516819.000000 Penalty: 5607.226562
	Iteration 15Q: 3 clusters Score -9516819 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
Score: -9517195.000000 Penalty: 5607.226562
	Iteration 16Q: 3 clusters Score -9517195 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -9517356.000000 Penalty: 5607.226562
	Iteration 17Q: 3 clusters Score -9517356 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -9517495.000000 Penalty: 5607.226562
	Iteration 18Q: 3 clusters Score -9517495 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -9517594.000000 Penalty: 5607.226562
	Iteration 19Q: 3 clusters Score -9517594 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -9517683.000000 Penalty: 5607.226562
	Iteration 20F: 3 clusters Score -9517683 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -9517744.000000 Penalty: 5607.226562
	Iteration 21Q: 3 clusters Score -9517744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -9517762.000000 Penalty: 5607.226562
	Iteration 22Q: 3 clusters Score -9517762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 80017 members 
Entering Unmasked Estep 
Score: -9517812.000000 Penalty: 5607.226562
	Iteration 23Q: 3 clusters Score -9517812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -9517833.000000 Penalty: 5607.226562
	Iteration 24Q: 3 clusters Score -9517833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -9517863.000000 Penalty: 5607.226562
	Iteration 25Q: 3 clusters Score -9517863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -9517886.000000 Penalty: 5607.226562
	Iteration 26Q: 3 clusters Score -9517886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -9517913.000000 Penalty: 5607.226562
	Iteration 27Q: 3 clusters Score -9517913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -9517924.000000 Penalty: 5607.226562
	Iteration 28Q: 3 clusters Score -9517924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -9517922.000000 Penalty: 5607.226562
	Iteration 29Q: 3 clusters Score -9517922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -9517937.000000 Penalty: 5607.226562
	Iteration 30Q: 3 clusters Score -9517937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -9517937.000000 Penalty: 5607.226562
	Iteration 31Q: 3 clusters Score -9517937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 80211 members 
Entering Unmasked Estep 
Score: -9517930.000000 Penalty: 5607.226562
	Iteration 32Q: 3 clusters Score -9517930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -9517938.000000 Penalty: 5607.226562
	Iteration 33Q: 3 clusters Score -9517938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -9517946.000000 Penalty: 5607.226562
	Iteration 34Q: 3 clusters Score -9517946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -9517944.000000 Penalty: 5607.226562
	Iteration 35Q: 3 clusters Score -9517944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -9517946.000000 Penalty: 5607.226562
	Iteration 36Q: 3 clusters Score -9517946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -9517958.000000 Penalty: 5607.226562
	Iteration 37Q: 3 clusters Score -9517958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -9517959.000000 Penalty: 5607.226562
	Iteration 38Q: 3 clusters Score -9517959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -9517961.000000 Penalty: 5607.226562
	Iteration 39Q: 3 clusters Score -9517961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -9517971.000000 Penalty: 5607.226562
	Iteration 40F: 3 clusters Score -9517971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
Score: -9517972.000000 Penalty: 5607.226562
	Iteration 41Q: 3 clusters Score -9517972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -9517985.000000 Penalty: 5607.226562
	Iteration 42Q: 3 clusters Score -9517985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -9517974.000000 Penalty: 5607.226562
	Iteration 43Q: 3 clusters Score -9517974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -9517986.000000 Penalty: 5607.226562
	Iteration 44Q: 3 clusters Score -9517986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -9517986.000000 Penalty: 5607.226562
	Iteration 45Q: 3 clusters Score -9517986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -9517986.000000 Penalty: 5607.226562
	Iteration 46Q: 3 clusters Score -9517986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -9517989.000000 Penalty: 5607.226562
	Iteration 47Q: 3 clusters Score -9517989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -9517983.000000 Penalty: 5607.226562
	Iteration 48Q: 3 clusters Score -9517983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -9517983.000000 Penalty: 5607.226562
	Iteration 49Q: 3 clusters Score -9517983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 80260 members 
Entering Unmasked Estep 
Score: -9517982.000000 Penalty: 5607.226562
	Iteration 50Q: 3 clusters Score -9517982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -9517978.000000 Penalty: 5607.226562
	Iteration 51Q: 3 clusters Score -9517978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -9517979.000000 Penalty: 5607.226562
	Iteration 52Q: 3 clusters Score -9517979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -9517979.000000 Penalty: 5607.226562
	Iteration 53Q: 3 clusters Score -9517979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -9517979.000000 Penalty: 5607.226562
	Iteration 54F: 3 clusters Score -9517979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -576930.375000 Penalty: 2115.614014
	Iteration 0F: 2 clusters Score -576930.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -572367.500000 Penalty: 4231.228027
	Iteration 0F: 3 clusters Score -572367.5 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -573530.250000 Penalty: 4231.228027
	Iteration 1F: 3 clusters Score -573530.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -573869.625000 Penalty: 4231.228027
	Iteration 2F: 3 clusters Score -573869.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -574181.375000 Penalty: 4231.228027
	Iteration 3F: 3 clusters Score -574181.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -574518.875000 Penalty: 4231.228027
	Iteration 4F: 3 clusters Score -574518.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -574816.812500 Penalty: 4231.228027
	Iteration 5F: 3 clusters Score -574816.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -575112.875000 Penalty: 4231.228027
	Iteration 6F: 3 clusters Score -575112.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -575379.125000 Penalty: 4231.228027
	Iteration 7Q: 3 clusters Score -575379.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -575645.875000 Penalty: 4231.228027
	Iteration 8Q: 3 clusters Score -575645.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -575895.500000 Penalty: 4231.228027
	Iteration 9Q: 3 clusters Score -575895.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -576140.500000 Penalty: 4231.228027
	Iteration 10Q: 3 clusters Score -576140.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -576318.250000 Penalty: 4231.228027
	Iteration 11Q: 3 clusters Score -576318.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -576411.000000 Penalty: 4231.228027
	Iteration 12Q: 3 clusters Score -576411 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -576459.312500 Penalty: 4231.228027
	Iteration 13Q: 3 clusters Score -576459.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -576485.375000 Penalty: 4231.228027
	Iteration 14Q: 3 clusters Score -576485.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -576502.625000 Penalty: 4231.228027
	Iteration 15Q: 3 clusters Score -576502.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -576513.687500 Penalty: 4231.228027
	Iteration 16Q: 3 clusters Score -576513.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -576524.437500 Penalty: 4231.228027
	Iteration 17Q: 3 clusters Score -576524.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -576529.812500 Penalty: 4231.228027
	Iteration 18Q: 3 clusters Score -576529.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -576532.687500 Penalty: 4231.228027
	Iteration 19Q: 3 clusters Score -576532.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -576534.875000 Penalty: 4231.228027
	Iteration 20F: 3 clusters Score -576534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -576535.875000 Penalty: 4231.228027
	Iteration 21Q: 3 clusters Score -576535.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -576536.062500 Penalty: 4231.228027
	Iteration 22Q: 3 clusters Score -576536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -576537.937500 Penalty: 4231.228027
	Iteration 23Q: 3 clusters Score -576537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -576538.500000 Penalty: 4231.228027
	Iteration 24Q: 3 clusters Score -576538.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -576539.562500 Penalty: 4231.228027
	Iteration 25Q: 3 clusters Score -576539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -576539.937500 Penalty: 4231.228027
	Iteration 26Q: 3 clusters Score -576539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -576541.937500 Penalty: 4231.228027
	Iteration 27Q: 3 clusters Score -576541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -576542.500000 Penalty: 4231.228027
	Iteration 28Q: 3 clusters Score -576542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -576542.687500 Penalty: 4231.228027
	Iteration 29Q: 3 clusters Score -576542.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -576542.687500 Penalty: 4231.228027
	Iteration 30F: 3 clusters Score -576542.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (104487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104487 members 
Entering Unmasked Estep 
Score: -12311028.000000 Penalty: 2866.090820
	Iteration 0F: 2 clusters Score -1.231103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -12241450.000000 Penalty: 5732.181641
	Iteration 0F: 3 clusters Score -1.224145e+07 nChanged 49386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -12269703.000000 Penalty: 5732.181641
	Iteration 1F: 3 clusters Score -1.22697e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -12270750.000000 Penalty: 5732.181641
	Iteration 2Q: 3 clusters Score -1.227075e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -12272205.000000 Penalty: 5732.181641
	Iteration 3Q: 3 clusters Score -1.22722e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -12274248.000000 Penalty: 5732.181641
	Iteration 4Q: 3 clusters Score -1.227425e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -12277083.000000 Penalty: 5732.181641
	Iteration 5F: 3 clusters Score -1.227708e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 67439 members 
Entering Unmasked Estep 
Score: -12280780.000000 Penalty: 5732.181641
	Iteration 6F: 3 clusters Score -1.228078e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -12285129.000000 Penalty: 5732.181641
	Iteration 7F: 3 clusters Score -1.228513e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -12289508.000000 Penalty: 5732.181641
	Iteration 8F: 3 clusters Score -1.228951e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -12293572.000000 Penalty: 5732.181641
	Iteration 9F: 3 clusters Score -1.229357e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -12297446.000000 Penalty: 5732.181641
	Iteration 10Q: 3 clusters Score -1.229745e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -12300904.000000 Penalty: 5732.181641
	Iteration 11Q: 3 clusters Score -1.23009e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -12303714.000000 Penalty: 5732.181641
	Iteration 12Q: 3 clusters Score -1.230371e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -12305544.000000 Penalty: 5732.181641
	Iteration 13Q: 3 clusters Score -1.230554e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 99946 members 
Entering Unmasked Estep 
Score: -12306681.000000 Penalty: 5732.181641
	Iteration 14Q: 3 clusters Score -1.230668e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -12307353.000000 Penalty: 5732.181641
	Iteration 15Q: 3 clusters Score -1.230735e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -12307767.000000 Penalty: 5732.181641
	Iteration 16Q: 3 clusters Score -1.230777e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -12308001.000000 Penalty: 5732.181641
	Iteration 17Q: 3 clusters Score -1.2308e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 102115 members 
Entering Unmasked Estep 
Score: -12308190.000000 Penalty: 5732.181641
	Iteration 18Q: 3 clusters Score -1.230819e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -12308305.000000 Penalty: 5732.181641
	Iteration 19Q: 3 clusters Score -1.23083e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 102492 members 
Entering Unmasked Estep 
Score: -12308377.000000 Penalty: 5732.181641
	Iteration 20F: 3 clusters Score -1.230838e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 102610 members 
Entering Unmasked Estep 
Score: -12308442.000000 Penalty: 5732.181641
	Iteration 21Q: 3 clusters Score -1.230844e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 102705 members 
Entering Unmasked Estep 
Score: -12308517.000000 Penalty: 5732.181641
	Iteration 22Q: 3 clusters Score -1.230852e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 102783 members 
Entering Unmasked Estep 
Score: -12308540.000000 Penalty: 5732.181641
	Iteration 23Q: 3 clusters Score -1.230854e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 102858 members 
Entering Unmasked Estep 
Score: -12308586.000000 Penalty: 5732.181641
	Iteration 24Q: 3 clusters Score -1.230859e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 102919 members 
Entering Unmasked Estep 
Score: -12308583.000000 Penalty: 5732.181641
	Iteration 25Q: 3 clusters Score -1.230858e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 102974 members 
Entering Unmasked Estep 
Score: -12308627.000000 Penalty: 5732.181641
	Iteration 26Q: 3 clusters Score -1.230863e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -12308667.000000 Penalty: 5732.181641
	Iteration 27Q: 3 clusters Score -1.230867e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 103075 members 
Entering Unmasked Estep 
Score: -12308683.000000 Penalty: 5732.181641
	Iteration 28Q: 3 clusters Score -1.230868e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 103107 members 
Entering Unmasked Estep 
Score: -12308714.000000 Penalty: 5732.181641
	Iteration 29Q: 3 clusters Score -1.230871e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 103130 members 
Entering Unmasked Estep 
Score: -12308708.000000 Penalty: 5732.181641
	Iteration 30Q: 3 clusters Score -1.230871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 103138 members 
Entering Unmasked Estep 
Score: -12308711.000000 Penalty: 5732.181641
	Iteration 31Q: 3 clusters Score -1.230871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 103150 members 
Entering Unmasked Estep 
Score: -12308717.000000 Penalty: 5732.181641
	Iteration 32Q: 3 clusters Score -1.230872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 103159 members 
Entering Unmasked Estep 
Score: -12308709.000000 Penalty: 5732.181641
	Iteration 33Q: 3 clusters Score -1.230871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
Score: -12308716.000000 Penalty: 5732.181641
	Iteration 34Q: 3 clusters Score -1.230872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -12308717.000000 Penalty: 5732.181641
	Iteration 35Q: 3 clusters Score -1.230872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 103169 members 
Entering Unmasked Estep 
Score: -12308720.000000 Penalty: 5732.181641
	Iteration 36Q: 3 clusters Score -1.230872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 103175 members 
Entering Unmasked Estep 
Score: -12308718.000000 Penalty: 5732.181641
	Iteration 37Q: 3 clusters Score -1.230872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 103180 members 
Entering Unmasked Estep 
Score: -12308729.000000 Penalty: 5732.181641
	Iteration 38Q: 3 clusters Score -1.230873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -12308734.000000 Penalty: 5732.181641
	Iteration 39Q: 3 clusters Score -1.230873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -12308745.000000 Penalty: 5732.181641
	Iteration 40F: 3 clusters Score -1.230874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 103203 members 
Entering Unmasked Estep 
Score: -12308746.000000 Penalty: 5732.181641
	Iteration 41Q: 3 clusters Score -1.230875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 103204 members 
Entering Unmasked Estep 
Score: -12308740.000000 Penalty: 5732.181641
	Iteration 42Q: 3 clusters Score -1.230874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -12308754.000000 Penalty: 5732.181641
	Iteration 43Q: 3 clusters Score -1.230875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -12308744.000000 Penalty: 5732.181641
	Iteration 44Q: 3 clusters Score -1.230874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 103209 members 
Entering Unmasked Estep 
Score: -12308754.000000 Penalty: 5732.181641
	Iteration 45Q: 3 clusters Score -1.230875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -12308759.000000 Penalty: 5732.181641
	Iteration 46Q: 3 clusters Score -1.230876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 103216 members 
Entering Unmasked Estep 
Score: -12308768.000000 Penalty: 5732.181641
	Iteration 47Q: 3 clusters Score -1.230877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 103221 members 
Entering Unmasked Estep 
Score: -12308765.000000 Penalty: 5732.181641
	Iteration 48Q: 3 clusters Score -1.230876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 103226 members 
Entering Unmasked Estep 
Score: -12308772.000000 Penalty: 5732.181641
	Iteration 49Q: 3 clusters Score -1.230877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 103229 members 
Entering Unmasked Estep 
Score: -12308776.000000 Penalty: 5732.181641
	Iteration 50Q: 3 clusters Score -1.230878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 103228 members 
Entering Unmasked Estep 
Score: -12308777.000000 Penalty: 5732.181641
	Iteration 51Q: 3 clusters Score -1.230878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 103228 members 
Entering Unmasked Estep 
Score: -12308772.000000 Penalty: 5732.181641
	Iteration 52Q: 3 clusters Score -1.230877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -12308774.000000 Penalty: 5732.181641
	Iteration 53Q: 3 clusters Score -1.230877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 103235 members 
Entering Unmasked Estep 
Score: -12308766.000000 Penalty: 5732.181641
	Iteration 54Q: 3 clusters Score -1.230877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -12308765.000000 Penalty: 5732.181641
	Iteration 55Q: 3 clusters Score -1.230876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -12308769.000000 Penalty: 5732.181641
	Iteration 56Q: 3 clusters Score -1.230877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -12308772.000000 Penalty: 5732.181641
	Iteration 57Q: 3 clusters Score -1.230877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 103253 members 
Entering Unmasked Estep 
Score: -12308762.000000 Penalty: 5732.181641
	Iteration 58Q: 3 clusters Score -1.230876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 103257 members 
Entering Unmasked Estep 
Score: -12308773.000000 Penalty: 5732.181641
	Iteration 59Q: 3 clusters Score -1.230877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 103260 members 
Entering Unmasked Estep 
Score: -12308765.000000 Penalty: 5732.181641
	Iteration 60F: 3 clusters Score -1.230876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -12308768.000000 Penalty: 5732.181641
	Iteration 61Q: 3 clusters Score -1.230877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 103265 members 
Entering Unmasked Estep 
Score: -12308764.000000 Penalty: 5732.181641
	Iteration 62Q: 3 clusters Score -1.230876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -12308767.000000 Penalty: 5732.181641
	Iteration 63Q: 3 clusters Score -1.230877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -12308764.000000 Penalty: 5732.181641
	Iteration 64Q: 3 clusters Score -1.230876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -12308764.000000 Penalty: 5732.181641
	Iteration 65F: 3 clusters Score -1.230876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -990124.562500 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -990124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -983466.375000 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -983466.4 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -985270.375000 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -985270.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -985540.875000 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -985540.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -985736.312500 Penalty: 4484.969238
	Iteration 3F: 3 clusters Score -985736.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -985855.312500 Penalty: 4484.969238
	Iteration 4Q: 3 clusters Score -985855.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -985943.812500 Penalty: 4484.969238
	Iteration 5Q: 3 clusters Score -985943.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -986035.375000 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -986035.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -986135.187500 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -986135.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -986250.937500 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -986250.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -986388.937500 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -986388.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -986553.812500 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -986553.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -986757.687500 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -986757.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -987022.000000 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -987022 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -987320.187500 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -987320.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -987573.250000 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -987573.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -987757.375000 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -987757.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -987919.625000 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -987919.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -988021.437500 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -988021.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -988093.625000 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -988093.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -988137.500000 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -988137.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -988174.437500 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -988174.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -988202.812500 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -988202.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -988229.437500 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -988229.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -988247.125000 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -988247.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -988265.375000 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -988265.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -988278.875000 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -988278.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -988291.000000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -988291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -988298.500000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -988298.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -988306.562500 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -988306.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -988314.500000 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -988314.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -988329.187500 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -988329.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -988338.687500 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -988338.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -988341.500000 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -988341.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -988345.562500 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -988345.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -988350.000000 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -988350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -988354.500000 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -988354.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -988357.937500 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -988357.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -988358.062500 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -988358.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -988360.687500 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -988360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -988362.562500 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -988362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -988365.687500 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -988365.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -988367.750000 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -988367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -988371.687500 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -988371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -988373.062500 Penalty: 4484.969238
	Iteration 43Q: 3 clusters Score -988373.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -988374.687500 Penalty: 4484.969238
	Iteration 44Q: 3 clusters Score -988374.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -988376.750000 Penalty: 4484.969238
	Iteration 45Q: 3 clusters Score -988376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -988380.750000 Penalty: 4484.969238
	Iteration 46Q: 3 clusters Score -988380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -988383.625000 Penalty: 4484.969238
	Iteration 47Q: 3 clusters Score -988383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -988385.187500 Penalty: 4484.969238
	Iteration 48Q: 3 clusters Score -988385.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -988388.812500 Penalty: 4484.969238
	Iteration 49Q: 3 clusters Score -988388.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -988393.437500 Penalty: 4484.969238
	Iteration 50Q: 3 clusters Score -988393.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -988396.250000 Penalty: 4484.969238
	Iteration 51Q: 3 clusters Score -988396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -988401.250000 Penalty: 4484.969238
	Iteration 52Q: 3 clusters Score -988401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -988403.187500 Penalty: 4484.969238
	Iteration 53Q: 3 clusters Score -988403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -988406.625000 Penalty: 4484.969238
	Iteration 54Q: 3 clusters Score -988406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -988409.312500 Penalty: 4484.969238
	Iteration 55Q: 3 clusters Score -988409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -988411.625000 Penalty: 4484.969238
	Iteration 56Q: 3 clusters Score -988411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -988413.687500 Penalty: 4484.969238
	Iteration 57Q: 3 clusters Score -988413.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -988415.562500 Penalty: 4484.969238
	Iteration 58Q: 3 clusters Score -988415.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -988418.625000 Penalty: 4484.969238
	Iteration 59Q: 3 clusters Score -988418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -988418.812500 Penalty: 4484.969238
	Iteration 60F: 3 clusters Score -988418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -988420.937500 Penalty: 4484.969238
	Iteration 61Q: 3 clusters Score -988420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -988422.875000 Penalty: 4484.969238
	Iteration 62Q: 3 clusters Score -988422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -988423.937500 Penalty: 4484.969238
	Iteration 63Q: 3 clusters Score -988423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -988425.375000 Penalty: 4484.969238
	Iteration 64Q: 3 clusters Score -988425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -988426.312500 Penalty: 4484.969238
	Iteration 65Q: 3 clusters Score -988426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -988427.437500 Penalty: 4484.969238
	Iteration 66Q: 3 clusters Score -988427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -988428.625000 Penalty: 4484.969238
	Iteration 67Q: 3 clusters Score -988428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -988429.437500 Penalty: 4484.969238
	Iteration 68Q: 3 clusters Score -988429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -988432.437500 Penalty: 4484.969238
	Iteration 69Q: 3 clusters Score -988432.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -988435.812500 Penalty: 4484.969238
	Iteration 70Q: 3 clusters Score -988435.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -988439.937500 Penalty: 4484.969238
	Iteration 71Q: 3 clusters Score -988439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -988441.812500 Penalty: 4484.969238
	Iteration 72Q: 3 clusters Score -988441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -988443.687500 Penalty: 4484.969238
	Iteration 73Q: 3 clusters Score -988443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -988444.437500 Penalty: 4484.969238
	Iteration 74Q: 3 clusters Score -988444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -988445.687500 Penalty: 4484.969238
	Iteration 75Q: 3 clusters Score -988445.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -988448.000000 Penalty: 4484.969238
	Iteration 76Q: 3 clusters Score -988448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -988450.125000 Penalty: 4484.969238
	Iteration 77Q: 3 clusters Score -988450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -988452.250000 Penalty: 4484.969238
	Iteration 78Q: 3 clusters Score -988452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -988452.500000 Penalty: 4484.969238
	Iteration 79Q: 3 clusters Score -988452.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -988455.187500 Penalty: 4484.969238
	Iteration 80F: 3 clusters Score -988455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -988458.750000 Penalty: 4484.969238
	Iteration 81Q: 3 clusters Score -988458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -988458.250000 Penalty: 4484.969238
	Iteration 82Q: 3 clusters Score -988458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -988457.625000 Penalty: 4484.969238
	Iteration 83Q: 3 clusters Score -988457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -988457.625000 Penalty: 4484.969238
	Iteration 84F: 3 clusters Score -988457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Entering Unmasked Estep 
Score: -274627.375000 Penalty: 1925.229370
	Iteration 0F: 2 clusters Score -274627.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -271772.593750 Penalty: 3850.458740
	Iteration 0F: 3 clusters Score -271772.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -272314.531250 Penalty: 3850.458740
	Iteration 1F: 3 clusters Score -272314.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -272459.812500 Penalty: 3850.458740
	Iteration 2F: 3 clusters Score -272459.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -272543.687500 Penalty: 3850.458740
	Iteration 3Q: 3 clusters Score -272543.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -272610.625000 Penalty: 3850.458740
	Iteration 4Q: 3 clusters Score -272610.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -272664.375000 Penalty: 3850.458740
	Iteration 5Q: 3 clusters Score -272664.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -272713.750000 Penalty: 3850.458740
	Iteration 6Q: 3 clusters Score -272713.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -272751.250000 Penalty: 3850.458740
	Iteration 7Q: 3 clusters Score -272751.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -272779.312500 Penalty: 3850.458740
	Iteration 8Q: 3 clusters Score -272779.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -272799.500000 Penalty: 3850.458740
	Iteration 9Q: 3 clusters Score -272799.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -272819.531250 Penalty: 3850.458740
	Iteration 10Q: 3 clusters Score -272819.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -272835.750000 Penalty: 3850.458740
	Iteration 11Q: 3 clusters Score -272835.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -272845.625000 Penalty: 3850.458740
	Iteration 12Q: 3 clusters Score -272845.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -272856.281250 Penalty: 3850.458740
	Iteration 13Q: 3 clusters Score -272856.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -272868.250000 Penalty: 3850.458740
	Iteration 14Q: 3 clusters Score -272868.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -272877.906250 Penalty: 3850.458740
	Iteration 15Q: 3 clusters Score -272877.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -272887.812500 Penalty: 3850.458740
	Iteration 16Q: 3 clusters Score -272887.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -272895.656250 Penalty: 3850.458740
	Iteration 17Q: 3 clusters Score -272895.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -272900.062500 Penalty: 3850.458740
	Iteration 18Q: 3 clusters Score -272900.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -272904.156250 Penalty: 3850.458740
	Iteration 19Q: 3 clusters Score -272904.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -272912.531250 Penalty: 3850.458740
	Iteration 20F: 3 clusters Score -272912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -272916.968750 Penalty: 3850.458740
	Iteration 21Q: 3 clusters Score -272917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -272920.656250 Penalty: 3850.458740
	Iteration 22Q: 3 clusters Score -272920.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -272923.531250 Penalty: 3850.458740
	Iteration 23Q: 3 clusters Score -272923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -272925.500000 Penalty: 3850.458740
	Iteration 24Q: 3 clusters Score -272925.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -272926.500000 Penalty: 3850.458740
	Iteration 25Q: 3 clusters Score -272926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -272927.031250 Penalty: 3850.458740
	Iteration 26Q: 3 clusters Score -272927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -272927.031250 Penalty: 3850.458740
	Iteration 27F: 3 clusters Score -272927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Entering Unmasked Estep 
Score: -1001278.625000 Penalty: 2252.264160
	Iteration 0F: 2 clusters Score -1001279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -994444.875000 Penalty: 4504.528320
	Iteration 0F: 3 clusters Score -994444.9 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -996391.500000 Penalty: 4504.528320
	Iteration 1F: 3 clusters Score -996391.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -996718.687500 Penalty: 4504.528320
	Iteration 2F: 3 clusters Score -996718.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -997064.125000 Penalty: 4504.528320
	Iteration 3F: 3 clusters Score -997064.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -997453.500000 Penalty: 4504.528320
	Iteration 4F: 3 clusters Score -997453.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -997890.937500 Penalty: 4504.528320
	Iteration 5F: 3 clusters Score -997890.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -998371.875000 Penalty: 4504.528320
	Iteration 6F: 3 clusters Score -998371.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -998874.062500 Penalty: 4504.528320
	Iteration 7F: 3 clusters Score -998874.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -999390.875000 Penalty: 4504.528320
	Iteration 8F: 3 clusters Score -999390.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -999789.500000 Penalty: 4504.528320
	Iteration 9Q: 3 clusters Score -999789.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1000146.562500 Penalty: 4504.528320
	Iteration 10Q: 3 clusters Score -1000147 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1000440.437500 Penalty: 4504.528320
	Iteration 11Q: 3 clusters Score -1000440 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1000688.375000 Penalty: 4504.528320
	Iteration 12Q: 3 clusters Score -1000688 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1000892.625000 Penalty: 4504.528320
	Iteration 13Q: 3 clusters Score -1000893 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1001055.312500 Penalty: 4504.528320
	Iteration 14Q: 3 clusters Score -1001055 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1001185.937500 Penalty: 4504.528320
	Iteration 15Q: 3 clusters Score -1001186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1001238.562500 Penalty: 4504.528320
	Iteration 16Q: 3 clusters Score -1001239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1001254.937500 Penalty: 4504.528320
	Iteration 17Q: 3 clusters Score -1001255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1001259.937500 Penalty: 4504.528320
	Iteration 18Q: 3 clusters Score -1001260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1001260.687500 Penalty: 4504.528320
	Iteration 19Q: 3 clusters Score -1001261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1001261.750000 Penalty: 4504.528320
	Iteration 20F: 3 clusters Score -1001262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1001266.562500 Penalty: 4504.528320
	Iteration 21Q: 3 clusters Score -1001267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1001266.562500 Penalty: 4504.528320
	Iteration 22F: 3 clusters Score -1001267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Entering Unmasked Estep 
Score: -1098674.250000 Penalty: 2271.808838
	Iteration 0F: 2 clusters Score -1098674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1091267.625000 Penalty: 4543.617676
	Iteration 0F: 3 clusters Score -1091268 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1093433.375000 Penalty: 4543.617676
	Iteration 1F: 3 clusters Score -1093433 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1093768.625000 Penalty: 4543.617676
	Iteration 2F: 3 clusters Score -1093769 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1094049.375000 Penalty: 4543.617676
	Iteration 3F: 3 clusters Score -1094049 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1094293.875000 Penalty: 4543.617676
	Iteration 4Q: 3 clusters Score -1094294 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1094522.750000 Penalty: 4543.617676
	Iteration 5Q: 3 clusters Score -1094523 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1094785.750000 Penalty: 4543.617676
	Iteration 6Q: 3 clusters Score -1094786 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1095078.000000 Penalty: 4543.617676
	Iteration 7Q: 3 clusters Score -1095078 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1095439.500000 Penalty: 4543.617676
	Iteration 8Q: 3 clusters Score -1095440 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1095790.250000 Penalty: 4543.617676
	Iteration 9F: 3 clusters Score -1095790 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1096082.250000 Penalty: 4543.617676
	Iteration 10Q: 3 clusters Score -1096082 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1096322.000000 Penalty: 4543.617676
	Iteration 11Q: 3 clusters Score -1096322 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1096493.250000 Penalty: 4543.617676
	Iteration 12Q: 3 clusters Score -1096493 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1096608.500000 Penalty: 4543.617676
	Iteration 13Q: 3 clusters Score -1096608 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1096700.375000 Penalty: 4543.617676
	Iteration 14Q: 3 clusters Score -1096700 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1096773.000000 Penalty: 4543.617676
	Iteration 15Q: 3 clusters Score -1096773 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1096820.000000 Penalty: 4543.617676
	Iteration 16Q: 3 clusters Score -1096820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1096849.750000 Penalty: 4543.617676
	Iteration 17Q: 3 clusters Score -1096850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1096874.000000 Penalty: 4543.617676
	Iteration 18Q: 3 clusters Score -1096874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1096887.250000 Penalty: 4543.617676
	Iteration 19Q: 3 clusters Score -1096887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1096896.000000 Penalty: 4543.617676
	Iteration 20F: 3 clusters Score -1096896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1096903.125000 Penalty: 4543.617676
	Iteration 21Q: 3 clusters Score -1096903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1096906.500000 Penalty: 4543.617676
	Iteration 22Q: 3 clusters Score -1096906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1096905.875000 Penalty: 4543.617676
	Iteration 23Q: 3 clusters Score -1096906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1096906.000000 Penalty: 4543.617676
	Iteration 24Q: 3 clusters Score -1096906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1096907.625000 Penalty: 4543.617676
	Iteration 25Q: 3 clusters Score -1096908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1096909.500000 Penalty: 4543.617676
	Iteration 26Q: 3 clusters Score -1096910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1096911.625000 Penalty: 4543.617676
	Iteration 27Q: 3 clusters Score -1096912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1096912.875000 Penalty: 4543.617676
	Iteration 28Q: 3 clusters Score -1096913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1096914.000000 Penalty: 4543.617676
	Iteration 29Q: 3 clusters Score -1096914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1096915.750000 Penalty: 4543.617676
	Iteration 30Q: 3 clusters Score -1096916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1096918.750000 Penalty: 4543.617676
	Iteration 31Q: 3 clusters Score -1096919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1096921.500000 Penalty: 4543.617676
	Iteration 32Q: 3 clusters Score -1096922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1096923.125000 Penalty: 4543.617676
	Iteration 33Q: 3 clusters Score -1096923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1096925.500000 Penalty: 4543.617676
	Iteration 34Q: 3 clusters Score -1096926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1096927.000000 Penalty: 4543.617676
	Iteration 35Q: 3 clusters Score -1096927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1096928.875000 Penalty: 4543.617676
	Iteration 36Q: 3 clusters Score -1096929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1096929.750000 Penalty: 4543.617676
	Iteration 37Q: 3 clusters Score -1096930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1096929.750000 Penalty: 4543.617676
	Iteration 38F: 3 clusters Score -1096930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -94796.554688 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -94796.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -93133.515625 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -93133.52 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93502.617188 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -93502.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93788.109375 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -93788.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -93965.546875 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -93965.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -94065.304688 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -94065.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -94126.953125 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -94126.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -94181.671875 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -94181.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -94243.703125 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -94243.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -94279.882812 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -94279.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -94311.718750 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -94311.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -94330.335938 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -94330.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -94339.187500 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -94339.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -94361.992188 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -94361.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94373.484375 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -94373.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -94401.898438 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -94401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -94430.156250 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -94430.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -94440.296875 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -94440.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94453.648438 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -94453.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -94455.867188 Penalty: 3242.917236
	Iteration 18Q: 3 clusters Score -94455.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94458.203125 Penalty: 3242.917236
	Iteration 19Q: 3 clusters Score -94458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -94466.453125 Penalty: 3242.917236
	Iteration 20F: 3 clusters Score -94466.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -94473.398438 Penalty: 3242.917236
	Iteration 21Q: 3 clusters Score -94473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -94480.093750 Penalty: 3242.917236
	Iteration 22Q: 3 clusters Score -94480.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -94481.921875 Penalty: 3242.917236
	Iteration 23Q: 3 clusters Score -94481.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -94481.921875 Penalty: 3242.917236
	Iteration 24F: 3 clusters Score -94481.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -246657.687500 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -246657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -244291.078125 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -244291.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -245296.421875 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -245296.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -245947.015625 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -245947 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -246462.750000 Penalty: 3709.452637
	Iteration 3F: 3 clusters Score -246462.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -246932.281250 Penalty: 3709.452637
	Iteration 4F: 3 clusters Score -246932.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -247202.421875 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -247202.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -247302.656250 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -247302.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -247358.828125 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -247358.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -247382.265625 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -247382.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -247402.406250 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -247402.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -247410.515625 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -247410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -247414.656250 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -247414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -247416.890625 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -247416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -247420.093750 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -247420.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -247424.421875 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -247424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -247425.718750 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -247425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -247426.718750 Penalty: 3709.452637
	Iteration 16F: 3 clusters Score -247426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -247430.359375 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -247430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -247430.359375 Penalty: 3709.452637
	Iteration 18F: 3 clusters Score -247430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49269 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81218 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 16068 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190893 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 982 members 
Entering Unmasked Estep 
Score: -133765896.000000 Penalty: 260018.453125
Splitting cluster 36 changes total score from -133766792.000000 to -133765896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (16068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Entering Unmasked Estep 
Score: -1875804.250000 Penalty: 2401.777100
	Iteration 0F: 2 clusters Score -1875804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1864218.500000 Penalty: 4803.554199
	Iteration 0F: 3 clusters Score -1864218 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1868026.125000 Penalty: 4803.554199
	Iteration 1F: 3 clusters Score -1868026 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1868336.625000 Penalty: 4803.554199
	Iteration 2F: 3 clusters Score -1868337 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1868604.875000 Penalty: 4803.554199
	Iteration 3Q: 3 clusters Score -1868605 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1868873.875000 Penalty: 4803.554199
	Iteration 4Q: 3 clusters Score -1868874 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1869204.750000 Penalty: 4803.554199
	Iteration 5Q: 3 clusters Score -1869205 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1869621.750000 Penalty: 4803.554199
	Iteration 6Q: 3 clusters Score -1869622 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1870196.000000 Penalty: 4803.554199
	Iteration 7Q: 3 clusters Score -1870196 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1870882.875000 Penalty: 4803.554199
	Iteration 8F: 3 clusters Score -1870883 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1871697.750000 Penalty: 4803.554199
	Iteration 9F: 3 clusters Score -1871698 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1872578.125000 Penalty: 4803.554199
	Iteration 10F: 3 clusters Score -1872578 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1873363.500000 Penalty: 4803.554199
	Iteration 11F: 3 clusters Score -1873364 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1873957.000000 Penalty: 4803.554199
	Iteration 12Q: 3 clusters Score -1873957 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1874374.875000 Penalty: 4803.554199
	Iteration 13Q: 3 clusters Score -1874375 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1874648.500000 Penalty: 4803.554199
	Iteration 14Q: 3 clusters Score -1874648 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1874835.375000 Penalty: 4803.554199
	Iteration 15Q: 3 clusters Score -1874835 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1874999.625000 Penalty: 4803.554199
	Iteration 16Q: 3 clusters Score -1875000 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1875169.375000 Penalty: 4803.554199
	Iteration 17Q: 3 clusters Score -1875169 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1875337.750000 Penalty: 4803.554199
	Iteration 18Q: 3 clusters Score -1875338 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1875487.250000 Penalty: 4803.554199
	Iteration 19Q: 3 clusters Score -1875487 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1875589.125000 Penalty: 4803.554199
	Iteration 20F: 3 clusters Score -1875589 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1875650.000000 Penalty: 4803.554199
	Iteration 21Q: 3 clusters Score -1875650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1875672.500000 Penalty: 4803.554199
	Iteration 22Q: 3 clusters Score -1875672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1875693.125000 Penalty: 4803.554199
	Iteration 23Q: 3 clusters Score -1875693 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1875709.875000 Penalty: 4803.554199
	Iteration 24Q: 3 clusters Score -1875710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1875724.625000 Penalty: 4803.554199
	Iteration 25Q: 3 clusters Score -1875725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1875729.375000 Penalty: 4803.554199
	Iteration 26Q: 3 clusters Score -1875729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1875736.125000 Penalty: 4803.554199
	Iteration 27Q: 3 clusters Score -1875736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1875732.625000 Penalty: 4803.554199
	Iteration 28Q: 3 clusters Score -1875733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1875730.875000 Penalty: 4803.554199
	Iteration 29Q: 3 clusters Score -1875731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1875735.250000 Penalty: 4803.554199
	Iteration 30Q: 3 clusters Score -1875735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1875738.500000 Penalty: 4803.554199
	Iteration 31Q: 3 clusters Score -1875738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1875737.250000 Penalty: 4803.554199
	Iteration 32Q: 3 clusters Score -1875737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1875737.250000 Penalty: 4803.554199
	Iteration 33F: 3 clusters Score -1875737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -359935.781250 Penalty: 1998.543579
	Iteration 0F: 2 clusters Score -359935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -356582.312500 Penalty: 3997.087158
	Iteration 0F: 3 clusters Score -356582.3 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -357380.750000 Penalty: 3997.087158
	Iteration 1F: 3 clusters Score -357380.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -357617.625000 Penalty: 3997.087158
	Iteration 2F: 3 clusters Score -357617.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -357869.250000 Penalty: 3997.087158
	Iteration 3F: 3 clusters Score -357869.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -358131.687500 Penalty: 3997.087158
	Iteration 4F: 3 clusters Score -358131.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -358379.125000 Penalty: 3997.087158
	Iteration 5F: 3 clusters Score -358379.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -358626.312500 Penalty: 3997.087158
	Iteration 6F: 3 clusters Score -358626.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -358869.781250 Penalty: 3997.087158
	Iteration 7Q: 3 clusters Score -358869.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -359077.812500 Penalty: 3997.087158
	Iteration 8Q: 3 clusters Score -359077.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -359240.781250 Penalty: 3997.087158
	Iteration 9Q: 3 clusters Score -359240.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -359346.031250 Penalty: 3997.087158
	Iteration 10Q: 3 clusters Score -359346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -359409.656250 Penalty: 3997.087158
	Iteration 11Q: 3 clusters Score -359409.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -359457.468750 Penalty: 3997.087158
	Iteration 12Q: 3 clusters Score -359457.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -359490.250000 Penalty: 3997.087158
	Iteration 13Q: 3 clusters Score -359490.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -359510.187500 Penalty: 3997.087158
	Iteration 14Q: 3 clusters Score -359510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -359515.718750 Penalty: 3997.087158
	Iteration 15Q: 3 clusters Score -359515.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -359519.531250 Penalty: 3997.087158
	Iteration 16Q: 3 clusters Score -359519.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -359523.968750 Penalty: 3997.087158
	Iteration 17Q: 3 clusters Score -359524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -359526.812500 Penalty: 3997.087158
	Iteration 18Q: 3 clusters Score -359526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -359527.000000 Penalty: 3997.087158
	Iteration 19Q: 3 clusters Score -359527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -359527.000000 Penalty: 3997.087158
	Iteration 20F: 3 clusters Score -359527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -29058.148438 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -29058.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28095.953125 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -28095.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28337.683594 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -28337.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28451.011719 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -28451.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28524.371094 Penalty: 2846.937256
	Iteration 3F: 3 clusters Score -28524.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28581.265625 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -28581.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28652.431641 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -28652.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28702.994141 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -28702.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28750.955078 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -28750.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28750.955078 Penalty: 2846.937256
	Iteration 8F: 3 clusters Score -28750.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -189122.906250 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -189122.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186692.937500 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -186692.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187092.343750 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -187092.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187198.062500 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -187198.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187250.468750 Penalty: 3665.836182
	Iteration 3Q: 3 clusters Score -187250.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -187277.968750 Penalty: 3665.836182
	Iteration 4Q: 3 clusters Score -187278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -187296.625000 Penalty: 3665.836182
	Iteration 5Q: 3 clusters Score -187296.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -187308.187500 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -187308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -187312.921875 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -187312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -187317.109375 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -187317.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187319.375000 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -187319.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -187322.984375 Penalty: 3665.836182
	Iteration 10Q: 3 clusters Score -187323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187325.234375 Penalty: 3665.836182
	Iteration 11Q: 3 clusters Score -187325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -187328.781250 Penalty: 3665.836182
	Iteration 12Q: 3 clusters Score -187328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -187333.859375 Penalty: 3665.836182
	Iteration 13Q: 3 clusters Score -187333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -187337.453125 Penalty: 3665.836182
	Iteration 14Q: 3 clusters Score -187337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187343.296875 Penalty: 3665.836182
	Iteration 15Q: 3 clusters Score -187343.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -187347.515625 Penalty: 3665.836182
	Iteration 16Q: 3 clusters Score -187347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -187351.968750 Penalty: 3665.836182
	Iteration 17Q: 3 clusters Score -187352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187358.328125 Penalty: 3665.836182
	Iteration 18Q: 3 clusters Score -187358.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -187361.390625 Penalty: 3665.836182
	Iteration 19Q: 3 clusters Score -187361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -187364.531250 Penalty: 3665.836182
	Iteration 20F: 3 clusters Score -187364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -187371.859375 Penalty: 3665.836182
	Iteration 21Q: 3 clusters Score -187371.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -187376.046875 Penalty: 3665.836182
	Iteration 22Q: 3 clusters Score -187376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -187379.687500 Penalty: 3665.836182
	Iteration 23Q: 3 clusters Score -187379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -187381.890625 Penalty: 3665.836182
	Iteration 24Q: 3 clusters Score -187381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -187383.031250 Penalty: 3665.836182
	Iteration 25Q: 3 clusters Score -187383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -187383.031250 Penalty: 3665.836182
	Iteration 26F: 3 clusters Score -187383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Entering Unmasked Estep 
Score: -648917.875000 Penalty: 2170.757812
	Iteration 0F: 2 clusters Score -648917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -643585.875000 Penalty: 4341.515625
	Iteration 0F: 3 clusters Score -643585.9 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -645230.125000 Penalty: 4341.515625
	Iteration 1F: 3 clusters Score -645230.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -645680.937500 Penalty: 4341.515625
	Iteration 2F: 3 clusters Score -645680.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -646095.062500 Penalty: 4341.515625
	Iteration 3F: 3 clusters Score -646095.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -646527.125000 Penalty: 4341.515625
	Iteration 4F: 3 clusters Score -646527.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -646925.375000 Penalty: 4341.515625
	Iteration 5F: 3 clusters Score -646925.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -647271.250000 Penalty: 4341.515625
	Iteration 6F: 3 clusters Score -647271.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -647486.125000 Penalty: 4341.515625
	Iteration 7Q: 3 clusters Score -647486.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -647636.062500 Penalty: 4341.515625
	Iteration 8Q: 3 clusters Score -647636.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -647733.937500 Penalty: 4341.515625
	Iteration 9Q: 3 clusters Score -647733.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -647830.875000 Penalty: 4341.515625
	Iteration 10Q: 3 clusters Score -647830.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -647927.437500 Penalty: 4341.515625
	Iteration 11Q: 3 clusters Score -647927.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -648009.250000 Penalty: 4341.515625
	Iteration 12Q: 3 clusters Score -648009.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -648092.125000 Penalty: 4341.515625
	Iteration 13Q: 3 clusters Score -648092.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -648140.812500 Penalty: 4341.515625
	Iteration 14Q: 3 clusters Score -648140.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -648175.250000 Penalty: 4341.515625
	Iteration 15Q: 3 clusters Score -648175.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -648197.562500 Penalty: 4341.515625
	Iteration 16Q: 3 clusters Score -648197.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -648209.500000 Penalty: 4341.515625
	Iteration 17Q: 3 clusters Score -648209.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -648217.312500 Penalty: 4341.515625
	Iteration 18Q: 3 clusters Score -648217.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -648221.250000 Penalty: 4341.515625
	Iteration 19Q: 3 clusters Score -648221.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -648227.562500 Penalty: 4341.515625
	Iteration 20F: 3 clusters Score -648227.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -648236.687500 Penalty: 4341.515625
	Iteration 21Q: 3 clusters Score -648236.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -648241.250000 Penalty: 4341.515625
	Iteration 22Q: 3 clusters Score -648241.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -648244.062500 Penalty: 4341.515625
	Iteration 23Q: 3 clusters Score -648244.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -648247.312500 Penalty: 4341.515625
	Iteration 24Q: 3 clusters Score -648247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -648256.312500 Penalty: 4341.515625
	Iteration 25Q: 3 clusters Score -648256.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -648268.312500 Penalty: 4341.515625
	Iteration 26Q: 3 clusters Score -648268.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -648285.062500 Penalty: 4341.515625
	Iteration 27Q: 3 clusters Score -648285.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -648296.125000 Penalty: 4341.515625
	Iteration 28Q: 3 clusters Score -648296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -648299.937500 Penalty: 4341.515625
	Iteration 29Q: 3 clusters Score -648299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -648301.687500 Penalty: 4341.515625
	Iteration 30Q: 3 clusters Score -648301.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -648303.812500 Penalty: 4341.515625
	Iteration 31Q: 3 clusters Score -648303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -648305.562500 Penalty: 4341.515625
	Iteration 32Q: 3 clusters Score -648305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -648307.812500 Penalty: 4341.515625
	Iteration 33Q: 3 clusters Score -648307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -648308.125000 Penalty: 4341.515625
	Iteration 34Q: 3 clusters Score -648308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -648309.375000 Penalty: 4341.515625
	Iteration 35Q: 3 clusters Score -648309.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -648309.375000 Penalty: 4341.515625
	Iteration 36F: 3 clusters Score -648309.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Entering Unmasked Estep 
Score: -666839.250000 Penalty: 2147.785889
	Iteration 0F: 2 clusters Score -666839.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -661824.562500 Penalty: 4295.571777
	Iteration 0F: 3 clusters Score -661824.6 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -663029.187500 Penalty: 4295.571777
	Iteration 1F: 3 clusters Score -663029.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -663301.562500 Penalty: 4295.571777
	Iteration 2F: 3 clusters Score -663301.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -663531.437500 Penalty: 4295.571777
	Iteration 3F: 3 clusters Score -663531.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -663780.437500 Penalty: 4295.571777
	Iteration 4F: 3 clusters Score -663780.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -664029.937500 Penalty: 4295.571777
	Iteration 5F: 3 clusters Score -664029.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -664277.437500 Penalty: 4295.571777
	Iteration 6F: 3 clusters Score -664277.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -664509.625000 Penalty: 4295.571777
	Iteration 7Q: 3 clusters Score -664509.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -664710.187500 Penalty: 4295.571777
	Iteration 8Q: 3 clusters Score -664710.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -664853.125000 Penalty: 4295.571777
	Iteration 9Q: 3 clusters Score -664853.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -664960.375000 Penalty: 4295.571777
	Iteration 10Q: 3 clusters Score -664960.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -665056.937500 Penalty: 4295.571777
	Iteration 11Q: 3 clusters Score -665056.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -665146.437500 Penalty: 4295.571777
	Iteration 12Q: 3 clusters Score -665146.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -665214.500000 Penalty: 4295.571777
	Iteration 13Q: 3 clusters Score -665214.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -665265.687500 Penalty: 4295.571777
	Iteration 14Q: 3 clusters Score -665265.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -665296.875000 Penalty: 4295.571777
	Iteration 15Q: 3 clusters Score -665296.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -665317.812500 Penalty: 4295.571777
	Iteration 16Q: 3 clusters Score -665317.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -665333.750000 Penalty: 4295.571777
	Iteration 17Q: 3 clusters Score -665333.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -665353.437500 Penalty: 4295.571777
	Iteration 18Q: 3 clusters Score -665353.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -665368.812500 Penalty: 4295.571777
	Iteration 19Q: 3 clusters Score -665368.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -665390.687500 Penalty: 4295.571777
	Iteration 20F: 3 clusters Score -665390.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -665408.812500 Penalty: 4295.571777
	Iteration 21Q: 3 clusters Score -665408.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -665428.250000 Penalty: 4295.571777
	Iteration 22Q: 3 clusters Score -665428.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -665445.437500 Penalty: 4295.571777
	Iteration 23Q: 3 clusters Score -665445.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -665460.750000 Penalty: 4295.571777
	Iteration 24Q: 3 clusters Score -665460.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -665479.250000 Penalty: 4295.571777
	Iteration 25Q: 3 clusters Score -665479.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -665500.937500 Penalty: 4295.571777
	Iteration 26Q: 3 clusters Score -665500.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -665522.750000 Penalty: 4295.571777
	Iteration 27Q: 3 clusters Score -665522.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -665550.687500 Penalty: 4295.571777
	Iteration 28Q: 3 clusters Score -665550.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -665575.812500 Penalty: 4295.571777
	Iteration 29Q: 3 clusters Score -665575.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -665606.312500 Penalty: 4295.571777
	Iteration 30Q: 3 clusters Score -665606.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -665629.625000 Penalty: 4295.571777
	Iteration 31Q: 3 clusters Score -665629.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -665649.500000 Penalty: 4295.571777
	Iteration 32Q: 3 clusters Score -665649.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -665668.062500 Penalty: 4295.571777
	Iteration 33Q: 3 clusters Score -665668.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -665686.437500 Penalty: 4295.571777
	Iteration 34Q: 3 clusters Score -665686.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -665699.812500 Penalty: 4295.571777
	Iteration 35Q: 3 clusters Score -665699.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -665712.812500 Penalty: 4295.571777
	Iteration 36Q: 3 clusters Score -665712.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -665725.375000 Penalty: 4295.571777
	Iteration 37Q: 3 clusters Score -665725.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -665743.125000 Penalty: 4295.571777
	Iteration 38Q: 3 clusters Score -665743.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -665772.312500 Penalty: 4295.571777
	Iteration 39Q: 3 clusters Score -665772.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -665796.812500 Penalty: 4295.571777
	Iteration 40F: 3 clusters Score -665796.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -665819.750000 Penalty: 4295.571777
	Iteration 41Q: 3 clusters Score -665819.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -665844.687500 Penalty: 4295.571777
	Iteration 42Q: 3 clusters Score -665844.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -665870.937500 Penalty: 4295.571777
	Iteration 43Q: 3 clusters Score -665870.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -665896.812500 Penalty: 4295.571777
	Iteration 44Q: 3 clusters Score -665896.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -665917.125000 Penalty: 4295.571777
	Iteration 45Q: 3 clusters Score -665917.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -665926.312500 Penalty: 4295.571777
	Iteration 46Q: 3 clusters Score -665926.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -665931.875000 Penalty: 4295.571777
	Iteration 47Q: 3 clusters Score -665931.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -665936.875000 Penalty: 4295.571777
	Iteration 48Q: 3 clusters Score -665936.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -665943.000000 Penalty: 4295.571777
	Iteration 49Q: 3 clusters Score -665943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -665947.937500 Penalty: 4295.571777
	Iteration 50Q: 3 clusters Score -665947.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -665949.875000 Penalty: 4295.571777
	Iteration 51Q: 3 clusters Score -665949.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -665955.687500 Penalty: 4295.571777
	Iteration 52Q: 3 clusters Score -665955.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -665961.375000 Penalty: 4295.571777
	Iteration 53Q: 3 clusters Score -665961.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -665966.500000 Penalty: 4295.571777
	Iteration 54Q: 3 clusters Score -665966.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -665971.125000 Penalty: 4295.571777
	Iteration 55Q: 3 clusters Score -665971.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -665976.000000 Penalty: 4295.571777
	Iteration 56Q: 3 clusters Score -665976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -665980.562500 Penalty: 4295.571777
	Iteration 57Q: 3 clusters Score -665980.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -665983.875000 Penalty: 4295.571777
	Iteration 58Q: 3 clusters Score -665983.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -665984.687500 Penalty: 4295.571777
	Iteration 59Q: 3 clusters Score -665984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -665985.812500 Penalty: 4295.571777
	Iteration 60F: 3 clusters Score -665985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -665987.500000 Penalty: 4295.571777
	Iteration 61Q: 3 clusters Score -665987.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -665988.562500 Penalty: 4295.571777
	Iteration 62Q: 3 clusters Score -665988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -665990.312500 Penalty: 4295.571777
	Iteration 63Q: 3 clusters Score -665990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -665989.562500 Penalty: 4295.571777
	Iteration 64Q: 3 clusters Score -665989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -665989.562500 Penalty: 4295.571777
	Iteration 65F: 3 clusters Score -665989.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Entering Unmasked Estep 
Score: -2908129.750000 Penalty: 2510.131592
	Iteration 0F: 2 clusters Score -2908130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2890932.750000 Penalty: 5020.263184
	Iteration 0F: 3 clusters Score -2890933 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2897013.250000 Penalty: 5020.263184
	Iteration 1F: 3 clusters Score -2897013 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2897763.750000 Penalty: 5020.263184
	Iteration 2F: 3 clusters Score -2897764 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2898524.500000 Penalty: 5020.263184
	Iteration 3F: 3 clusters Score -2898524 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2899397.500000 Penalty: 5020.263184
	Iteration 4F: 3 clusters Score -2899398 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2900326.500000 Penalty: 5020.263184
	Iteration 5F: 3 clusters Score -2900326 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2901160.250000 Penalty: 5020.263184
	Iteration 6F: 3 clusters Score -2901160 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2901855.250000 Penalty: 5020.263184
	Iteration 7F: 3 clusters Score -2901855 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2902328.000000 Penalty: 5020.263184
	Iteration 8Q: 3 clusters Score -2902328 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2902704.500000 Penalty: 5020.263184
	Iteration 9Q: 3 clusters Score -2902704 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2903034.500000 Penalty: 5020.263184
	Iteration 10Q: 3 clusters Score -2903034 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2903350.000000 Penalty: 5020.263184
	Iteration 11Q: 3 clusters Score -2903350 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2903669.750000 Penalty: 5020.263184
	Iteration 12Q: 3 clusters Score -2903670 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2904004.000000 Penalty: 5020.263184
	Iteration 13Q: 3 clusters Score -2904004 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2904321.000000 Penalty: 5020.263184
	Iteration 14Q: 3 clusters Score -2904321 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2904648.000000 Penalty: 5020.263184
	Iteration 15Q: 3 clusters Score -2904648 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2904979.500000 Penalty: 5020.263184
	Iteration 16Q: 3 clusters Score -2904980 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2905274.000000 Penalty: 5020.263184
	Iteration 17Q: 3 clusters Score -2905274 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2905478.000000 Penalty: 5020.263184
	Iteration 18Q: 3 clusters Score -2905478 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2905632.500000 Penalty: 5020.263184
	Iteration 19Q: 3 clusters Score -2905632 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2905726.750000 Penalty: 5020.263184
	Iteration 20F: 3 clusters Score -2905727 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2905809.000000 Penalty: 5020.263184
	Iteration 21Q: 3 clusters Score -2905809 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -2905870.500000 Penalty: 5020.263184
	Iteration 22Q: 3 clusters Score -2905870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2905903.500000 Penalty: 5020.263184
	Iteration 23Q: 3 clusters Score -2905904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2905925.500000 Penalty: 5020.263184
	Iteration 24Q: 3 clusters Score -2905926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2905943.000000 Penalty: 5020.263184
	Iteration 25Q: 3 clusters Score -2905943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2905955.000000 Penalty: 5020.263184
	Iteration 26Q: 3 clusters Score -2905955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2905967.500000 Penalty: 5020.263184
	Iteration 27Q: 3 clusters Score -2905968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -2905975.500000 Penalty: 5020.263184
	Iteration 28Q: 3 clusters Score -2905976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -2905976.000000 Penalty: 5020.263184
	Iteration 29Q: 3 clusters Score -2905976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -2905982.750000 Penalty: 5020.263184
	Iteration 30Q: 3 clusters Score -2905983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2905982.500000 Penalty: 5020.263184
	Iteration 31Q: 3 clusters Score -2905982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2905991.250000 Penalty: 5020.263184
	Iteration 32Q: 3 clusters Score -2905991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2905986.750000 Penalty: 5020.263184
	Iteration 33Q: 3 clusters Score -2905987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2905994.000000 Penalty: 5020.263184
	Iteration 34Q: 3 clusters Score -2905994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2905999.750000 Penalty: 5020.263184
	Iteration 35Q: 3 clusters Score -2906000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2905997.500000 Penalty: 5020.263184
	Iteration 36Q: 3 clusters Score -2905998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2905996.250000 Penalty: 5020.263184
	Iteration 37Q: 3 clusters Score -2905996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2905996.250000 Penalty: 5020.263184
	Iteration 38F: 3 clusters Score -2905996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -111861.820312 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -111861.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110286.632812 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -110286.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111376.039062 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -111376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111726.007812 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -111726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -111968.835938 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -111968.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112154.085938 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -112154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112171.882812 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -112171.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112185.773438 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -112185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -112223.609375 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -112223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112239.375000 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -112239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112242.710938 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -112242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112245.539062 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -112245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112251.164062 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -112251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112252.148438 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -112252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112260.031250 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -112260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112265.945312 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -112265.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112268.617188 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -112268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112271.492188 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -112271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112274.429688 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -112274.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112274.429688 Penalty: 3367.330078
	Iteration 18F: 3 clusters Score -112274.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49269 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81218 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16068 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 363 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190893 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 525 members 
Entering Unmasked Estep 
Score: -133765240.000000 Penalty: 260018.453125
Splitting cluster 44 changes total score from -133766792.000000 to -133765240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -603656.250000 Penalty: 2127.088623
	Iteration 0F: 2 clusters Score -603656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -598951.187500 Penalty: 4254.177246
	Iteration 0F: 3 clusters Score -598951.2 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -600100.375000 Penalty: 4254.177246
	Iteration 1F: 3 clusters Score -600100.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -600383.000000 Penalty: 4254.177246
	Iteration 2F: 3 clusters Score -600383 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -600605.937500 Penalty: 4254.177246
	Iteration 3F: 3 clusters Score -600605.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -600841.375000 Penalty: 4254.177246
	Iteration 4F: 3 clusters Score -600841.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -601053.437500 Penalty: 4254.177246
	Iteration 5Q: 3 clusters Score -601053.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -601272.500000 Penalty: 4254.177246
	Iteration 6F: 3 clusters Score -601272.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -601469.312500 Penalty: 4254.177246
	Iteration 7Q: 3 clusters Score -601469.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -601644.750000 Penalty: 4254.177246
	Iteration 8Q: 3 clusters Score -601644.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -601792.000000 Penalty: 4254.177246
	Iteration 9Q: 3 clusters Score -601792 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -601883.125000 Penalty: 4254.177246
	Iteration 10Q: 3 clusters Score -601883.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -601948.500000 Penalty: 4254.177246
	Iteration 11Q: 3 clusters Score -601948.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -602000.062500 Penalty: 4254.177246
	Iteration 12Q: 3 clusters Score -602000.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -602030.062500 Penalty: 4254.177246
	Iteration 13Q: 3 clusters Score -602030.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -602050.375000 Penalty: 4254.177246
	Iteration 14Q: 3 clusters Score -602050.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -602061.937500 Penalty: 4254.177246
	Iteration 15Q: 3 clusters Score -602061.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -602073.562500 Penalty: 4254.177246
	Iteration 16Q: 3 clusters Score -602073.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -602080.437500 Penalty: 4254.177246
	Iteration 17Q: 3 clusters Score -602080.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -602086.937500 Penalty: 4254.177246
	Iteration 18Q: 3 clusters Score -602086.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -602091.437500 Penalty: 4254.177246
	Iteration 19Q: 3 clusters Score -602091.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -602096.500000 Penalty: 4254.177246
	Iteration 20F: 3 clusters Score -602096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -602097.500000 Penalty: 4254.177246
	Iteration 21Q: 3 clusters Score -602097.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -602100.812500 Penalty: 4254.177246
	Iteration 22Q: 3 clusters Score -602100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -602102.937500 Penalty: 4254.177246
	Iteration 23Q: 3 clusters Score -602102.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -602105.375000 Penalty: 4254.177246
	Iteration 24Q: 3 clusters Score -602105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -602106.000000 Penalty: 4254.177246
	Iteration 25Q: 3 clusters Score -602106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -602106.250000 Penalty: 4254.177246
	Iteration 26Q: 3 clusters Score -602106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -602107.250000 Penalty: 4254.177246
	Iteration 27Q: 3 clusters Score -602107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -602108.500000 Penalty: 4254.177246
	Iteration 28Q: 3 clusters Score -602108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -602110.187500 Penalty: 4254.177246
	Iteration 29Q: 3 clusters Score -602110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -602111.250000 Penalty: 4254.177246
	Iteration 30Q: 3 clusters Score -602111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -602110.750000 Penalty: 4254.177246
	Iteration 31Q: 3 clusters Score -602110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -602111.687500 Penalty: 4254.177246
	Iteration 32Q: 3 clusters Score -602111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -602112.250000 Penalty: 4254.177246
	Iteration 33Q: 3 clusters Score -602112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -602112.562500 Penalty: 4254.177246
	Iteration 34Q: 3 clusters Score -602112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -602112.375000 Penalty: 4254.177246
	Iteration 35Q: 3 clusters Score -602112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -602112.125000 Penalty: 4254.177246
	Iteration 36Q: 3 clusters Score -602112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -602112.187500 Penalty: 4254.177246
	Iteration 37Q: 3 clusters Score -602112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -602112.187500 Penalty: 4254.177246
	Iteration 38F: 3 clusters Score -602112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -518014.406250 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -518014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -513809.093750 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -513809.1 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -514713.656250 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -514713.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -514910.031250 Penalty: 4170.170410
	Iteration 2F: 3 clusters Score -514910 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -515038.312500 Penalty: 4170.170410
	Iteration 3Q: 3 clusters Score -515038.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -515131.343750 Penalty: 4170.170410
	Iteration 4Q: 3 clusters Score -515131.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -515192.031250 Penalty: 4170.170410
	Iteration 5Q: 3 clusters Score -515192 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -515236.468750 Penalty: 4170.170410
	Iteration 6Q: 3 clusters Score -515236.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -515265.468750 Penalty: 4170.170410
	Iteration 7Q: 3 clusters Score -515265.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -515281.750000 Penalty: 4170.170410
	Iteration 8Q: 3 clusters Score -515281.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -515300.968750 Penalty: 4170.170410
	Iteration 9Q: 3 clusters Score -515301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -515318.937500 Penalty: 4170.170410
	Iteration 10Q: 3 clusters Score -515318.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -515337.187500 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -515337.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -515349.687500 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -515349.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -515360.343750 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -515360.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -515367.593750 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -515367.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -515374.218750 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -515374.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -515380.906250 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -515380.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -515386.000000 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -515386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -515395.375000 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -515395.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -515404.156250 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -515404.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -515412.125000 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -515412.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -515419.156250 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -515419.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -515425.843750 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -515425.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -515432.625000 Penalty: 4170.170410
	Iteration 23Q: 3 clusters Score -515432.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -515439.000000 Penalty: 4170.170410
	Iteration 24Q: 3 clusters Score -515439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -515444.468750 Penalty: 4170.170410
	Iteration 25Q: 3 clusters Score -515444.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -515448.968750 Penalty: 4170.170410
	Iteration 26Q: 3 clusters Score -515449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -515455.781250 Penalty: 4170.170410
	Iteration 27Q: 3 clusters Score -515455.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -515460.843750 Penalty: 4170.170410
	Iteration 28Q: 3 clusters Score -515460.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -515464.750000 Penalty: 4170.170410
	Iteration 29Q: 3 clusters Score -515464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -515471.843750 Penalty: 4170.170410
	Iteration 30Q: 3 clusters Score -515471.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -515477.750000 Penalty: 4170.170410
	Iteration 31Q: 3 clusters Score -515477.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -515480.187500 Penalty: 4170.170410
	Iteration 32Q: 3 clusters Score -515480.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -515484.218750 Penalty: 4170.170410
	Iteration 33Q: 3 clusters Score -515484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -515485.750000 Penalty: 4170.170410
	Iteration 34Q: 3 clusters Score -515485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -515488.843750 Penalty: 4170.170410
	Iteration 35Q: 3 clusters Score -515488.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -515491.500000 Penalty: 4170.170410
	Iteration 36Q: 3 clusters Score -515491.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -515494.968750 Penalty: 4170.170410
	Iteration 37Q: 3 clusters Score -515495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -515501.156250 Penalty: 4170.170410
	Iteration 38Q: 3 clusters Score -515501.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -515506.250000 Penalty: 4170.170410
	Iteration 39Q: 3 clusters Score -515506.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -515510.968750 Penalty: 4170.170410
	Iteration 40F: 3 clusters Score -515511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -515516.875000 Penalty: 4170.170410
	Iteration 41Q: 3 clusters Score -515516.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -515523.437500 Penalty: 4170.170410
	Iteration 42Q: 3 clusters Score -515523.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -515531.343750 Penalty: 4170.170410
	Iteration 43Q: 3 clusters Score -515531.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -515538.250000 Penalty: 4170.170410
	Iteration 44Q: 3 clusters Score -515538.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -515543.906250 Penalty: 4170.170410
	Iteration 45Q: 3 clusters Score -515543.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -515553.000000 Penalty: 4170.170410
	Iteration 46Q: 3 clusters Score -515553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -515563.531250 Penalty: 4170.170410
	Iteration 47Q: 3 clusters Score -515563.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -515575.250000 Penalty: 4170.170410
	Iteration 48Q: 3 clusters Score -515575.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -515583.875000 Penalty: 4170.170410
	Iteration 49Q: 3 clusters Score -515583.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -515592.062500 Penalty: 4170.170410
	Iteration 50Q: 3 clusters Score -515592.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -515601.375000 Penalty: 4170.170410
	Iteration 51Q: 3 clusters Score -515601.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -515618.687500 Penalty: 4170.170410
	Iteration 52Q: 3 clusters Score -515618.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -515640.031250 Penalty: 4170.170410
	Iteration 53Q: 3 clusters Score -515640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -515656.093750 Penalty: 4170.170410
	Iteration 54Q: 3 clusters Score -515656.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -515670.781250 Penalty: 4170.170410
	Iteration 55Q: 3 clusters Score -515670.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -515686.593750 Penalty: 4170.170410
	Iteration 56Q: 3 clusters Score -515686.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -515698.968750 Penalty: 4170.170410
	Iteration 57Q: 3 clusters Score -515699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -515719.000000 Penalty: 4170.170410
	Iteration 58Q: 3 clusters Score -515719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -515738.656250 Penalty: 4170.170410
	Iteration 59Q: 3 clusters Score -515738.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -515761.031250 Penalty: 4170.170410
	Iteration 60F: 3 clusters Score -515761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -515784.468750 Penalty: 4170.170410
	Iteration 61Q: 3 clusters Score -515784.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -515809.125000 Penalty: 4170.170410
	Iteration 62Q: 3 clusters Score -515809.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -515835.031250 Penalty: 4170.170410
	Iteration 63Q: 3 clusters Score -515835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -515852.656250 Penalty: 4170.170410
	Iteration 64Q: 3 clusters Score -515852.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -515871.031250 Penalty: 4170.170410
	Iteration 65Q: 3 clusters Score -515871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -515895.406250 Penalty: 4170.170410
	Iteration 66Q: 3 clusters Score -515895.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -515925.218750 Penalty: 4170.170410
	Iteration 67Q: 3 clusters Score -515925.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -515950.687500 Penalty: 4170.170410
	Iteration 68Q: 3 clusters Score -515950.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -515973.375000 Penalty: 4170.170410
	Iteration 69Q: 3 clusters Score -515973.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -515991.812500 Penalty: 4170.170410
	Iteration 70Q: 3 clusters Score -515991.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -516002.531250 Penalty: 4170.170410
	Iteration 71Q: 3 clusters Score -516002.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -516017.250000 Penalty: 4170.170410
	Iteration 72Q: 3 clusters Score -516017.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -516030.687500 Penalty: 4170.170410
	Iteration 73Q: 3 clusters Score -516030.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -516043.031250 Penalty: 4170.170410
	Iteration 74Q: 3 clusters Score -516043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -516051.781250 Penalty: 4170.170410
	Iteration 75Q: 3 clusters Score -516051.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -516056.093750 Penalty: 4170.170410
	Iteration 76Q: 3 clusters Score -516056.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -516066.531250 Penalty: 4170.170410
	Iteration 77Q: 3 clusters Score -516066.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -516078.843750 Penalty: 4170.170410
	Iteration 78Q: 3 clusters Score -516078.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -516093.531250 Penalty: 4170.170410
	Iteration 79Q: 3 clusters Score -516093.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -516101.000000 Penalty: 4170.170410
	Iteration 80F: 3 clusters Score -516101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -516110.062500 Penalty: 4170.170410
	Iteration 81Q: 3 clusters Score -516110.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -516117.406250 Penalty: 4170.170410
	Iteration 82Q: 3 clusters Score -516117.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -516127.812500 Penalty: 4170.170410
	Iteration 83Q: 3 clusters Score -516127.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -516138.281250 Penalty: 4170.170410
	Iteration 84Q: 3 clusters Score -516138.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -516145.468750 Penalty: 4170.170410
	Iteration 85Q: 3 clusters Score -516145.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -516150.375000 Penalty: 4170.170410
	Iteration 86Q: 3 clusters Score -516150.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -516154.156250 Penalty: 4170.170410
	Iteration 87Q: 3 clusters Score -516154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -516155.875000 Penalty: 4170.170410
	Iteration 88Q: 3 clusters Score -516155.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -516158.250000 Penalty: 4170.170410
	Iteration 89Q: 3 clusters Score -516158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -516159.250000 Penalty: 4170.170410
	Iteration 90Q: 3 clusters Score -516159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -516160.468750 Penalty: 4170.170410
	Iteration 91Q: 3 clusters Score -516160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -516163.187500 Penalty: 4170.170410
	Iteration 92Q: 3 clusters Score -516163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -516165.062500 Penalty: 4170.170410
	Iteration 93Q: 3 clusters Score -516165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -516165.656250 Penalty: 4170.170410
	Iteration 94Q: 3 clusters Score -516165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -516166.281250 Penalty: 4170.170410
	Iteration 95Q: 3 clusters Score -516166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -516167.750000 Penalty: 4170.170410
	Iteration 96Q: 3 clusters Score -516167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -516167.312500 Penalty: 4170.170410
	Iteration 97Q: 3 clusters Score -516167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -516169.437500 Penalty: 4170.170410
	Iteration 98Q: 3 clusters Score -516169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -516170.687500 Penalty: 4170.170410
	Iteration 99Q: 3 clusters Score -516170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -516172.218750 Penalty: 4170.170410
	Iteration 100F: 3 clusters Score -516172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -516172.750000 Penalty: 4170.170410
	Iteration 101Q: 3 clusters Score -516172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -516177.656250 Penalty: 4170.170410
	Iteration 102Q: 3 clusters Score -516177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -516178.906250 Penalty: 4170.170410
	Iteration 103Q: 3 clusters Score -516178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -516179.093750 Penalty: 4170.170410
	Iteration 104Q: 3 clusters Score -516179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -516179.093750 Penalty: 4170.170410
	Iteration 105F: 3 clusters Score -516179.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -33424.015625 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -33424.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32146.703125 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -32146.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32258.490234 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -32258.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32318.222656 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -32318.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32342.076172 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -32342.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32370.111328 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -32370.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32380.183594 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -32380.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32416.644531 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -32416.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32446.220703 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -32446.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32467.984375 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -32467.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32476.191406 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -32476.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32478.826172 Penalty: 2877.850586
	Iteration 10Q: 3 clusters Score -32478.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32485.251953 Penalty: 2877.850586
	Iteration 11Q: 3 clusters Score -32485.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32485.251953 Penalty: 2877.850586
	Iteration 12F: 3 clusters Score -32485.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Entering Unmasked Estep 
Score: -640887.687500 Penalty: 2139.259766
	Iteration 0F: 2 clusters Score -640887.7 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 2877 members 
Entering Unmasked Estep 
Score: -636025.437500 Penalty: 4278.519531
	Iteration 0F: 3 clusters Score -636025.4 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -637282.625000 Penalty: 4278.519531
	Iteration 1F: 3 clusters Score -637282.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -637586.437500 Penalty: 4278.519531
	Iteration 2F: 3 clusters Score -637586.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -637844.625000 Penalty: 4278.519531
	Iteration 3F: 3 clusters Score -637844.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -638053.125000 Penalty: 4278.519531
	Iteration 4F: 3 clusters Score -638053.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -638227.187500 Penalty: 4278.519531
	Iteration 5Q: 3 clusters Score -638227.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -638370.312500 Penalty: 4278.519531
	Iteration 6Q: 3 clusters Score -638370.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -638504.125000 Penalty: 4278.519531
	Iteration 7Q: 3 clusters Score -638504.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -638605.062500 Penalty: 4278.519531
	Iteration 8Q: 3 clusters Score -638605.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -638717.937500 Penalty: 4278.519531
	Iteration 9Q: 3 clusters Score -638717.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -638834.687500 Penalty: 4278.519531
	Iteration 10Q: 3 clusters Score -638834.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -638991.875000 Penalty: 4278.519531
	Iteration 11Q: 3 clusters Score -638991.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -639234.000000 Penalty: 4278.519531
	Iteration 12Q: 3 clusters Score -639234 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -639495.500000 Penalty: 4278.519531
	Iteration 13Q: 3 clusters Score -639495.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -639655.875000 Penalty: 4278.519531
	Iteration 14Q: 3 clusters Score -639655.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -639757.750000 Penalty: 4278.519531
	Iteration 15Q: 3 clusters Score -639757.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -639852.000000 Penalty: 4278.519531
	Iteration 16Q: 3 clusters Score -639852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -639948.375000 Penalty: 4278.519531
	Iteration 17Q: 3 clusters Score -639948.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -640024.375000 Penalty: 4278.519531
	Iteration 18Q: 3 clusters Score -640024.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -640100.250000 Penalty: 4278.519531
	Iteration 19Q: 3 clusters Score -640100.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -640173.312500 Penalty: 4278.519531
	Iteration 20F: 3 clusters Score -640173.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -640223.375000 Penalty: 4278.519531
	Iteration 21Q: 3 clusters Score -640223.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -640242.687500 Penalty: 4278.519531
	Iteration 22Q: 3 clusters Score -640242.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -640253.562500 Penalty: 4278.519531
	Iteration 23Q: 3 clusters Score -640253.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -640257.562500 Penalty: 4278.519531
	Iteration 24Q: 3 clusters Score -640257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -640260.750000 Penalty: 4278.519531
	Iteration 25Q: 3 clusters Score -640260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -640260.375000 Penalty: 4278.519531
	Iteration 26Q: 3 clusters Score -640260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -640260.875000 Penalty: 4278.519531
	Iteration 27Q: 3 clusters Score -640260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -640264.125000 Penalty: 4278.519531
	Iteration 28Q: 3 clusters Score -640264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -640262.437500 Penalty: 4278.519531
	Iteration 29Q: 3 clusters Score -640262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -640264.187500 Penalty: 4278.519531
	Iteration 30Q: 3 clusters Score -640264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -640268.312500 Penalty: 4278.519531
	Iteration 31Q: 3 clusters Score -640268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -640268.812500 Penalty: 4278.519531
	Iteration 32Q: 3 clusters Score -640268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -640270.562500 Penalty: 4278.519531
	Iteration 33Q: 3 clusters Score -640270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -640274.062500 Penalty: 4278.519531
	Iteration 34Q: 3 clusters Score -640274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -640274.562500 Penalty: 4278.519531
	Iteration 35Q: 3 clusters Score -640274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -640275.687500 Penalty: 4278.519531
	Iteration 36Q: 3 clusters Score -640275.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -640276.250000 Penalty: 4278.519531
	Iteration 37Q: 3 clusters Score -640276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -640276.250000 Penalty: 4278.519531
	Iteration 38F: 3 clusters Score -640276.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Entering Unmasked Estep 
Score: -775027.750000 Penalty: 2182.353516
	Iteration 0F: 2 clusters Score -775027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -769453.812500 Penalty: 4364.707031
	Iteration 0F: 3 clusters Score -769453.8 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -770934.062500 Penalty: 4364.707031
	Iteration 1F: 3 clusters Score -770934.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -771196.375000 Penalty: 4364.707031
	Iteration 2F: 3 clusters Score -771196.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -771366.375000 Penalty: 4364.707031
	Iteration 3F: 3 clusters Score -771366.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -771503.125000 Penalty: 4364.707031
	Iteration 4Q: 3 clusters Score -771503.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -771601.437500 Penalty: 4364.707031
	Iteration 5Q: 3 clusters Score -771601.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -771688.375000 Penalty: 4364.707031
	Iteration 6Q: 3 clusters Score -771688.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -771746.625000 Penalty: 4364.707031
	Iteration 7Q: 3 clusters Score -771746.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -771799.562500 Penalty: 4364.707031
	Iteration 8Q: 3 clusters Score -771799.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -771842.062500 Penalty: 4364.707031
	Iteration 9Q: 3 clusters Score -771842.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -771876.125000 Penalty: 4364.707031
	Iteration 10Q: 3 clusters Score -771876.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -771909.875000 Penalty: 4364.707031
	Iteration 11Q: 3 clusters Score -771909.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -771948.937500 Penalty: 4364.707031
	Iteration 12Q: 3 clusters Score -771948.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -771994.500000 Penalty: 4364.707031
	Iteration 13Q: 3 clusters Score -771994.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -772034.062500 Penalty: 4364.707031
	Iteration 14Q: 3 clusters Score -772034.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -772062.562500 Penalty: 4364.707031
	Iteration 15Q: 3 clusters Score -772062.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -772086.812500 Penalty: 4364.707031
	Iteration 16Q: 3 clusters Score -772086.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -772108.062500 Penalty: 4364.707031
	Iteration 17Q: 3 clusters Score -772108.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -772130.250000 Penalty: 4364.707031
	Iteration 18Q: 3 clusters Score -772130.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -772147.625000 Penalty: 4364.707031
	Iteration 19Q: 3 clusters Score -772147.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -772163.375000 Penalty: 4364.707031
	Iteration 20F: 3 clusters Score -772163.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -772178.000000 Penalty: 4364.707031
	Iteration 21Q: 3 clusters Score -772178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -772188.500000 Penalty: 4364.707031
	Iteration 22Q: 3 clusters Score -772188.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -772201.562500 Penalty: 4364.707031
	Iteration 23Q: 3 clusters Score -772201.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -772216.437500 Penalty: 4364.707031
	Iteration 24Q: 3 clusters Score -772216.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -772233.000000 Penalty: 4364.707031
	Iteration 25Q: 3 clusters Score -772233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -772252.250000 Penalty: 4364.707031
	Iteration 26Q: 3 clusters Score -772252.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -772267.375000 Penalty: 4364.707031
	Iteration 27Q: 3 clusters Score -772267.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -772283.937500 Penalty: 4364.707031
	Iteration 28Q: 3 clusters Score -772283.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -772298.187500 Penalty: 4364.707031
	Iteration 29Q: 3 clusters Score -772298.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -772320.312500 Penalty: 4364.707031
	Iteration 30Q: 3 clusters Score -772320.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -772347.562500 Penalty: 4364.707031
	Iteration 31Q: 3 clusters Score -772347.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -772398.500000 Penalty: 4364.707031
	Iteration 32Q: 3 clusters Score -772398.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -772473.437500 Penalty: 4364.707031
	Iteration 33Q: 3 clusters Score -772473.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -772577.312500 Penalty: 4364.707031
	Iteration 34Q: 3 clusters Score -772577.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -772702.000000 Penalty: 4364.707031
	Iteration 35Q: 3 clusters Score -772702 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -772834.875000 Penalty: 4364.707031
	Iteration 36Q: 3 clusters Score -772834.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -772942.875000 Penalty: 4364.707031
	Iteration 37Q: 3 clusters Score -772942.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -773028.562500 Penalty: 4364.707031
	Iteration 38Q: 3 clusters Score -773028.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -773083.562500 Penalty: 4364.707031
	Iteration 39Q: 3 clusters Score -773083.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -773117.812500 Penalty: 4364.707031
	Iteration 40F: 3 clusters Score -773117.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -773145.125000 Penalty: 4364.707031
	Iteration 41Q: 3 clusters Score -773145.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -773167.375000 Penalty: 4364.707031
	Iteration 42Q: 3 clusters Score -773167.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -773185.125000 Penalty: 4364.707031
	Iteration 43Q: 3 clusters Score -773185.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -773192.375000 Penalty: 4364.707031
	Iteration 44Q: 3 clusters Score -773192.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -773199.250000 Penalty: 4364.707031
	Iteration 45Q: 3 clusters Score -773199.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -773204.812500 Penalty: 4364.707031
	Iteration 46Q: 3 clusters Score -773204.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -773207.625000 Penalty: 4364.707031
	Iteration 47Q: 3 clusters Score -773207.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -773208.687500 Penalty: 4364.707031
	Iteration 48Q: 3 clusters Score -773208.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -773210.562500 Penalty: 4364.707031
	Iteration 49Q: 3 clusters Score -773210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -773211.500000 Penalty: 4364.707031
	Iteration 50Q: 3 clusters Score -773211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -773211.062500 Penalty: 4364.707031
	Iteration 51Q: 3 clusters Score -773211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -773212.187500 Penalty: 4364.707031
	Iteration 52Q: 3 clusters Score -773212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -773212.750000 Penalty: 4364.707031
	Iteration 53Q: 3 clusters Score -773212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -773212.937500 Penalty: 4364.707031
	Iteration 54Q: 3 clusters Score -773212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -773212.937500 Penalty: 4364.707031
	Iteration 55F: 3 clusters Score -773212.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (190893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190893 members 
Entering Unmasked Estep 
Score: -22511308.000000 Penalty: 3015.548340
	Iteration 0F: 2 clusters Score -2.251131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -22386212.000000 Penalty: 6031.096680
	Iteration 0F: 3 clusters Score -2.238621e+07 nChanged 91855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -22439310.000000 Penalty: 6031.096680
	Iteration 1F: 3 clusters Score -2.243931e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -22440138.000000 Penalty: 6031.096680
	Iteration 2Q: 3 clusters Score -2.244014e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -22441252.000000 Penalty: 6031.096680
	Iteration 3Q: 3 clusters Score -2.244125e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 106427 members 
Entering Unmasked Estep 
Score: -22442776.000000 Penalty: 6031.096680
	Iteration 4Q: 3 clusters Score -2.244278e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 112533 members 
Entering Unmasked Estep 
Score: -22445600.000000 Penalty: 6031.096680
	Iteration 5Q: 3 clusters Score -2.24456e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -22450908.000000 Penalty: 6031.096680
	Iteration 6F: 3 clusters Score -2.245091e+07 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 134760 members 
Entering Unmasked Estep 
Score: -22460282.000000 Penalty: 6031.096680
	Iteration 7F: 3 clusters Score -2.246028e+07 nChanged 16531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 150923 members 
Entering Unmasked Estep 
Score: -22474006.000000 Penalty: 6031.096680
	Iteration 8F: 3 clusters Score -2.247401e+07 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 166882 members 
Entering Unmasked Estep 
Score: -22488994.000000 Penalty: 6031.096680
	Iteration 9F: 3 clusters Score -2.248899e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 178591 members 
Entering Unmasked Estep 
Score: -22499164.000000 Penalty: 6031.096680
	Iteration 10F: 3 clusters Score -2.249916e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 184917 members 
Entering Unmasked Estep 
Score: -22503982.000000 Penalty: 6031.096680
	Iteration 11Q: 3 clusters Score -2.250398e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 188020 members 
Entering Unmasked Estep 
Score: -22506554.000000 Penalty: 6031.096680
	Iteration 12Q: 3 clusters Score -2.250655e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 189344 members 
Entering Unmasked Estep 
Score: -22507668.000000 Penalty: 6031.096680
	Iteration 13Q: 3 clusters Score -2.250767e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 189881 members 
Entering Unmasked Estep 
Score: -22508154.000000 Penalty: 6031.096680
	Iteration 14Q: 3 clusters Score -2.250815e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 190101 members 
Entering Unmasked Estep 
Score: -22508394.000000 Penalty: 6031.096680
	Iteration 15Q: 3 clusters Score -2.250839e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 190207 members 
Entering Unmasked Estep 
Score: -22508528.000000 Penalty: 6031.096680
	Iteration 16Q: 3 clusters Score -2.250853e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 190260 members 
Entering Unmasked Estep 
Score: -22508610.000000 Penalty: 6031.096680
	Iteration 17Q: 3 clusters Score -2.250861e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 190288 members 
Entering Unmasked Estep 
Score: -22508640.000000 Penalty: 6031.096680
	Iteration 18Q: 3 clusters Score -2.250864e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 190301 members 
Entering Unmasked Estep 
Score: -22508682.000000 Penalty: 6031.096680
	Iteration 19Q: 3 clusters Score -2.250868e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 190316 members 
Entering Unmasked Estep 
Score: -22508736.000000 Penalty: 6031.096680
	Iteration 20F: 3 clusters Score -2.250874e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 190325 members 
Entering Unmasked Estep 
Score: -22508802.000000 Penalty: 6031.096680
	Iteration 21Q: 3 clusters Score -2.25088e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 190336 members 
Entering Unmasked Estep 
Score: -22508882.000000 Penalty: 6031.096680
	Iteration 22Q: 3 clusters Score -2.250888e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 190331 members 
Entering Unmasked Estep 
Score: -22508944.000000 Penalty: 6031.096680
	Iteration 23Q: 3 clusters Score -2.250894e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 190331 members 
Entering Unmasked Estep 
Score: -22509014.000000 Penalty: 6031.096680
	Iteration 24Q: 3 clusters Score -2.250901e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 190314 members 
Entering Unmasked Estep 
Score: -22509026.000000 Penalty: 6031.096680
	Iteration 25Q: 3 clusters Score -2.250903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 190309 members 
Entering Unmasked Estep 
Score: -22509066.000000 Penalty: 6031.096680
	Iteration 26Q: 3 clusters Score -2.250907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 190294 members 
Entering Unmasked Estep 
Score: -22509070.000000 Penalty: 6031.096680
	Iteration 27Q: 3 clusters Score -2.250907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 190284 members 
Entering Unmasked Estep 
Score: -22509102.000000 Penalty: 6031.096680
	Iteration 28Q: 3 clusters Score -2.25091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 190270 members 
Entering Unmasked Estep 
Score: -22509106.000000 Penalty: 6031.096680
	Iteration 29Q: 3 clusters Score -2.250911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 190259 members 
Entering Unmasked Estep 
Score: -22509140.000000 Penalty: 6031.096680
	Iteration 30Q: 3 clusters Score -2.250914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 190249 members 
Entering Unmasked Estep 
Score: -22509158.000000 Penalty: 6031.096680
	Iteration 31Q: 3 clusters Score -2.250916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 190236 members 
Entering Unmasked Estep 
Score: -22509174.000000 Penalty: 6031.096680
	Iteration 32Q: 3 clusters Score -2.250917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 190225 members 
Entering Unmasked Estep 
Score: -22509176.000000 Penalty: 6031.096680
	Iteration 33Q: 3 clusters Score -2.250918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 190213 members 
Entering Unmasked Estep 
Score: -22509194.000000 Penalty: 6031.096680
	Iteration 34Q: 3 clusters Score -2.250919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 190191 members 
Entering Unmasked Estep 
Score: -22509224.000000 Penalty: 6031.096680
	Iteration 35Q: 3 clusters Score -2.250922e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 190178 members 
Entering Unmasked Estep 
Score: -22509298.000000 Penalty: 6031.096680
	Iteration 36Q: 3 clusters Score -2.25093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 190167 members 
Entering Unmasked Estep 
Score: -22509328.000000 Penalty: 6031.096680
	Iteration 37Q: 3 clusters Score -2.250933e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 190147 members 
Entering Unmasked Estep 
Score: -22509368.000000 Penalty: 6031.096680
	Iteration 38Q: 3 clusters Score -2.250937e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 190134 members 
Entering Unmasked Estep 
Score: -22509400.000000 Penalty: 6031.096680
	Iteration 39Q: 3 clusters Score -2.25094e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 190102 members 
Entering Unmasked Estep 
Score: -22509426.000000 Penalty: 6031.096680
	Iteration 40F: 3 clusters Score -2.250943e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 190073 members 
Entering Unmasked Estep 
Score: -22509486.000000 Penalty: 6031.096680
	Iteration 41Q: 3 clusters Score -2.250949e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 190036 members 
Entering Unmasked Estep 
Score: -22509576.000000 Penalty: 6031.096680
	Iteration 42Q: 3 clusters Score -2.250958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 190014 members 
Entering Unmasked Estep 
Score: -22509606.000000 Penalty: 6031.096680
	Iteration 43Q: 3 clusters Score -2.250961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 189997 members 
Entering Unmasked Estep 
Score: -22509628.000000 Penalty: 6031.096680
	Iteration 44Q: 3 clusters Score -2.250963e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 189966 members 
Entering Unmasked Estep 
Score: -22509654.000000 Penalty: 6031.096680
	Iteration 45Q: 3 clusters Score -2.250965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 189939 members 
Entering Unmasked Estep 
Score: -22509678.000000 Penalty: 6031.096680
	Iteration 46Q: 3 clusters Score -2.250968e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 189911 members 
Entering Unmasked Estep 
Score: -22509720.000000 Penalty: 6031.096680
	Iteration 47Q: 3 clusters Score -2.250972e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 189890 members 
Entering Unmasked Estep 
Score: -22509752.000000 Penalty: 6031.096680
	Iteration 48Q: 3 clusters Score -2.250975e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 189864 members 
Entering Unmasked Estep 
Score: -22509788.000000 Penalty: 6031.096680
	Iteration 49Q: 3 clusters Score -2.250979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 189842 members 
Entering Unmasked Estep 
Score: -22509798.000000 Penalty: 6031.096680
	Iteration 50Q: 3 clusters Score -2.25098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 189828 members 
Entering Unmasked Estep 
Score: -22509820.000000 Penalty: 6031.096680
	Iteration 51Q: 3 clusters Score -2.250982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 189812 members 
Entering Unmasked Estep 
Score: -22509816.000000 Penalty: 6031.096680
	Iteration 52Q: 3 clusters Score -2.250982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 189804 members 
Entering Unmasked Estep 
Score: -22509806.000000 Penalty: 6031.096680
	Iteration 53Q: 3 clusters Score -2.250981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 189792 members 
Entering Unmasked Estep 
Score: -22509808.000000 Penalty: 6031.096680
	Iteration 54Q: 3 clusters Score -2.250981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 189784 members 
Entering Unmasked Estep 
Score: -22509818.000000 Penalty: 6031.096680
	Iteration 55Q: 3 clusters Score -2.250982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 189778 members 
Entering Unmasked Estep 
Score: -22509814.000000 Penalty: 6031.096680
	Iteration 56Q: 3 clusters Score -2.250981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 189770 members 
Entering Unmasked Estep 
Score: -22509834.000000 Penalty: 6031.096680
	Iteration 57Q: 3 clusters Score -2.250983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 189758 members 
Entering Unmasked Estep 
Score: -22509834.000000 Penalty: 6031.096680
	Iteration 58Q: 3 clusters Score -2.250983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 189745 members 
Entering Unmasked Estep 
Score: -22509828.000000 Penalty: 6031.096680
	Iteration 59Q: 3 clusters Score -2.250983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 189739 members 
Entering Unmasked Estep 
Score: -22509848.000000 Penalty: 6031.096680
	Iteration 60F: 3 clusters Score -2.250985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 189736 members 
Entering Unmasked Estep 
Score: -22509830.000000 Penalty: 6031.096680
	Iteration 61Q: 3 clusters Score -2.250983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 189730 members 
Entering Unmasked Estep 
Score: -22509830.000000 Penalty: 6031.096680
	Iteration 62Q: 3 clusters Score -2.250983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 189723 members 
Entering Unmasked Estep 
Score: -22509826.000000 Penalty: 6031.096680
	Iteration 63Q: 3 clusters Score -2.250983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 189720 members 
Entering Unmasked Estep 
Score: -22509822.000000 Penalty: 6031.096680
	Iteration 64Q: 3 clusters Score -2.250982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 189718 members 
Entering Unmasked Estep 
Score: -22509822.000000 Penalty: 6031.096680
	Iteration 65Q: 3 clusters Score -2.250982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 189715 members 
Entering Unmasked Estep 
Score: -22509834.000000 Penalty: 6031.096680
	Iteration 66Q: 3 clusters Score -2.250983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 189712 members 
Entering Unmasked Estep 
Score: -22509848.000000 Penalty: 6031.096680
	Iteration 67Q: 3 clusters Score -2.250985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 189712 members 
Entering Unmasked Estep 
Score: -22509856.000000 Penalty: 6031.096680
	Iteration 68Q: 3 clusters Score -2.250986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 189710 members 
Entering Unmasked Estep 
Score: -22509868.000000 Penalty: 6031.096680
	Iteration 69Q: 3 clusters Score -2.250987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 189703 members 
Entering Unmasked Estep 
Score: -22509854.000000 Penalty: 6031.096680
	Iteration 70Q: 3 clusters Score -2.250985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 189695 members 
Entering Unmasked Estep 
Score: -22509864.000000 Penalty: 6031.096680
	Iteration 71Q: 3 clusters Score -2.250986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 189693 members 
Entering Unmasked Estep 
Score: -22509862.000000 Penalty: 6031.096680
	Iteration 72Q: 3 clusters Score -2.250986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 189691 members 
Entering Unmasked Estep 
Score: -22509866.000000 Penalty: 6031.096680
	Iteration 73Q: 3 clusters Score -2.250987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 189691 members 
Entering Unmasked Estep 
Score: -22509866.000000 Penalty: 6031.096680
	Iteration 74F: 3 clusters Score -2.250987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -323585.187500 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -323585.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -320473.156250 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -320473.2 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -321122.687500 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -321122.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -321267.187500 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -321267.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -321339.625000 Penalty: 3935.696289
	Iteration 3Q: 3 clusters Score -321339.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -321399.343750 Penalty: 3935.696289
	Iteration 4Q: 3 clusters Score -321399.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -321456.406250 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -321456.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -321486.156250 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -321486.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -321512.468750 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -321512.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -321529.468750 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -321529.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -321543.000000 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -321543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -321552.000000 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -321552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -321559.500000 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -321559.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -321562.968750 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -321563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -321568.156250 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -321568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -321572.906250 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -321572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -321575.531250 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -321575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -321578.093750 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -321578.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -321580.593750 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -321580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -321582.781250 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -321582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -321584.812500 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -321584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -321588.625000 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -321588.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -321592.343750 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -321592.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -321594.781250 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -321594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -321597.000000 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -321597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -321598.031250 Penalty: 3935.696289
	Iteration 24Q: 3 clusters Score -321598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -321600.000000 Penalty: 3935.696289
	Iteration 25Q: 3 clusters Score -321600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -321602.312500 Penalty: 3935.696289
	Iteration 26Q: 3 clusters Score -321602.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -321608.750000 Penalty: 3935.696289
	Iteration 27Q: 3 clusters Score -321608.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -321612.156250 Penalty: 3935.696289
	Iteration 28Q: 3 clusters Score -321612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -321614.250000 Penalty: 3935.696289
	Iteration 29Q: 3 clusters Score -321614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -321617.281250 Penalty: 3935.696289
	Iteration 30Q: 3 clusters Score -321617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -321620.156250 Penalty: 3935.696289
	Iteration 31Q: 3 clusters Score -321620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -321621.718750 Penalty: 3935.696289
	Iteration 32Q: 3 clusters Score -321621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -321622.281250 Penalty: 3935.696289
	Iteration 33Q: 3 clusters Score -321622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -321622.968750 Penalty: 3935.696289
	Iteration 34Q: 3 clusters Score -321623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -321623.750000 Penalty: 3935.696289
	Iteration 35Q: 3 clusters Score -321623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -321624.562500 Penalty: 3935.696289
	Iteration 36Q: 3 clusters Score -321624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -321624.312500 Penalty: 3935.696289
	Iteration 37Q: 3 clusters Score -321624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -321626.062500 Penalty: 3935.696289
	Iteration 38Q: 3 clusters Score -321626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -321626.312500 Penalty: 3935.696289
	Iteration 39Q: 3 clusters Score -321626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -321626.281250 Penalty: 3935.696289
	Iteration 40F: 3 clusters Score -321626.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -270552.437500 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -270552.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -267721.281250 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -267721.3 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -268273.218750 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -268273.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -268422.531250 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -268422.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -268508.406250 Penalty: 3852.142822
	Iteration 3Q: 3 clusters Score -268508.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -268575.625000 Penalty: 3852.142822
	Iteration 4Q: 3 clusters Score -268575.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -268640.375000 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -268640.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -268692.000000 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -268692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -268739.125000 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -268739.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -268775.468750 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -268775.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -268801.156250 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -268801.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -268824.593750 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -268824.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -268839.125000 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -268839.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -268852.562500 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -268852.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -268862.218750 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -268862.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -268875.843750 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -268875.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -268882.156250 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -268882.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -268887.843750 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -268887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -268897.312500 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -268897.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -268907.156250 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -268907.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -268917.625000 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -268917.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -268928.718750 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -268928.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -268937.125000 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -268937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268940.406250 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -268940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268943.718750 Penalty: 3852.142822
	Iteration 23Q: 3 clusters Score -268943.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -268946.187500 Penalty: 3852.142822
	Iteration 24Q: 3 clusters Score -268946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -268946.812500 Penalty: 3852.142822
	Iteration 25Q: 3 clusters Score -268946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -268950.156250 Penalty: 3852.142822
	Iteration 26Q: 3 clusters Score -268950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -268951.343750 Penalty: 3852.142822
	Iteration 27Q: 3 clusters Score -268951.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -268952.906250 Penalty: 3852.142822
	Iteration 28Q: 3 clusters Score -268952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -268954.187500 Penalty: 3852.142822
	Iteration 29Q: 3 clusters Score -268954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -268954.187500 Penalty: 3852.142822
	Iteration 30F: 3 clusters Score -268954.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -101229.453125 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -101229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99616.929688 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -99616.93 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100087.742188 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -100087.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100284.085938 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -100284.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100426.703125 Penalty: 3214.102051
	Iteration 3F: 3 clusters Score -100426.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100521.140625 Penalty: 3214.102051
	Iteration 4Q: 3 clusters Score -100521.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100587.093750 Penalty: 3214.102051
	Iteration 5Q: 3 clusters Score -100587.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100645.218750 Penalty: 3214.102051
	Iteration 6Q: 3 clusters Score -100645.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100709.156250 Penalty: 3214.102051
	Iteration 7Q: 3 clusters Score -100709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100739.835938 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -100739.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100768.562500 Penalty: 3214.102051
	Iteration 9Q: 3 clusters Score -100768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100809.250000 Penalty: 3214.102051
	Iteration 10Q: 3 clusters Score -100809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100842.046875 Penalty: 3214.102051
	Iteration 11Q: 3 clusters Score -100842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100880.031250 Penalty: 3214.102051
	Iteration 12Q: 3 clusters Score -100880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100965.429688 Penalty: 3214.102051
	Iteration 13Q: 3 clusters Score -100965.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101036.093750 Penalty: 3214.102051
	Iteration 14Q: 3 clusters Score -101036.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101085.914062 Penalty: 3214.102051
	Iteration 15Q: 3 clusters Score -101085.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101101.906250 Penalty: 3214.102051
	Iteration 16Q: 3 clusters Score -101101.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101114.320312 Penalty: 3214.102051
	Iteration 17Q: 3 clusters Score -101114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101118.523438 Penalty: 3214.102051
	Iteration 18Q: 3 clusters Score -101118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101118.523438 Penalty: 3214.102051
	Iteration 19F: 3 clusters Score -101118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (27030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Entering Unmasked Estep 
Score: -3157925.750000 Penalty: 2530.766113
	Iteration 0F: 2 clusters Score -3157926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3139359.250000 Penalty: 5061.532227
	Iteration 0F: 3 clusters Score -3139359 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3146018.250000 Penalty: 5061.532227
	Iteration 1F: 3 clusters Score -3146018 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3146575.250000 Penalty: 5061.532227
	Iteration 2F: 3 clusters Score -3146575 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3147141.250000 Penalty: 5061.532227
	Iteration 3Q: 3 clusters Score -3147141 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3147673.000000 Penalty: 5061.532227
	Iteration 4Q: 3 clusters Score -3147673 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3148239.500000 Penalty: 5061.532227
	Iteration 5Q: 3 clusters Score -3148240 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3148858.250000 Penalty: 5061.532227
	Iteration 6Q: 3 clusters Score -3148858 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3149446.500000 Penalty: 5061.532227
	Iteration 7Q: 3 clusters Score -3149446 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3149983.250000 Penalty: 5061.532227
	Iteration 8Q: 3 clusters Score -3149983 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3150407.500000 Penalty: 5061.532227
	Iteration 9Q: 3 clusters Score -3150408 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3150739.750000 Penalty: 5061.532227
	Iteration 10Q: 3 clusters Score -3150740 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3150992.250000 Penalty: 5061.532227
	Iteration 11Q: 3 clusters Score -3150992 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3151196.500000 Penalty: 5061.532227
	Iteration 12Q: 3 clusters Score -3151196 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3151381.500000 Penalty: 5061.532227
	Iteration 13Q: 3 clusters Score -3151382 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3151556.500000 Penalty: 5061.532227
	Iteration 14Q: 3 clusters Score -3151556 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3151738.750000 Penalty: 5061.532227
	Iteration 15Q: 3 clusters Score -3151739 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3151884.250000 Penalty: 5061.532227
	Iteration 16Q: 3 clusters Score -3151884 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3152035.750000 Penalty: 5061.532227
	Iteration 17Q: 3 clusters Score -3152036 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3152171.500000 Penalty: 5061.532227
	Iteration 18Q: 3 clusters Score -3152172 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3152299.500000 Penalty: 5061.532227
	Iteration 19Q: 3 clusters Score -3152300 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3152382.000000 Penalty: 5061.532227
	Iteration 20F: 3 clusters Score -3152382 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3152461.250000 Penalty: 5061.532227
	Iteration 21Q: 3 clusters Score -3152461 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3152528.750000 Penalty: 5061.532227
	Iteration 22Q: 3 clusters Score -3152529 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3152573.000000 Penalty: 5061.532227
	Iteration 23Q: 3 clusters Score -3152573 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3152619.000000 Penalty: 5061.532227
	Iteration 24Q: 3 clusters Score -3152619 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3152661.000000 Penalty: 5061.532227
	Iteration 25Q: 3 clusters Score -3152661 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3152702.750000 Penalty: 5061.532227
	Iteration 26Q: 3 clusters Score -3152703 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3152734.000000 Penalty: 5061.532227
	Iteration 27Q: 3 clusters Score -3152734 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3152781.250000 Penalty: 5061.532227
	Iteration 28Q: 3 clusters Score -3152781 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3152816.500000 Penalty: 5061.532227
	Iteration 29Q: 3 clusters Score -3152816 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3152851.750000 Penalty: 5061.532227
	Iteration 30Q: 3 clusters Score -3152852 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3152870.750000 Penalty: 5061.532227
	Iteration 31Q: 3 clusters Score -3152871 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3152897.750000 Penalty: 5061.532227
	Iteration 32Q: 3 clusters Score -3152898 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3152940.000000 Penalty: 5061.532227
	Iteration 33Q: 3 clusters Score -3152940 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3152991.000000 Penalty: 5061.532227
	Iteration 34Q: 3 clusters Score -3152991 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3153017.250000 Penalty: 5061.532227
	Iteration 35Q: 3 clusters Score -3153017 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3153050.750000 Penalty: 5061.532227
	Iteration 36Q: 3 clusters Score -3153051 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3153092.000000 Penalty: 5061.532227
	Iteration 37Q: 3 clusters Score -3153092 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3153114.500000 Penalty: 5061.532227
	Iteration 38Q: 3 clusters Score -3153114 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3153163.750000 Penalty: 5061.532227
	Iteration 39Q: 3 clusters Score -3153164 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3153207.000000 Penalty: 5061.532227
	Iteration 40F: 3 clusters Score -3153207 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3153238.250000 Penalty: 5061.532227
	Iteration 41Q: 3 clusters Score -3153238 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3153271.500000 Penalty: 5061.532227
	Iteration 42Q: 3 clusters Score -3153272 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3153317.750000 Penalty: 5061.532227
	Iteration 43Q: 3 clusters Score -3153318 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3153347.250000 Penalty: 5061.532227
	Iteration 44Q: 3 clusters Score -3153347 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -3153395.000000 Penalty: 5061.532227
	Iteration 45Q: 3 clusters Score -3153395 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3153435.250000 Penalty: 5061.532227
	Iteration 46Q: 3 clusters Score -3153435 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3153489.500000 Penalty: 5061.532227
	Iteration 47Q: 3 clusters Score -3153490 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3153555.250000 Penalty: 5061.532227
	Iteration 48Q: 3 clusters Score -3153555 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3153617.250000 Penalty: 5061.532227
	Iteration 49Q: 3 clusters Score -3153617 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3153709.250000 Penalty: 5061.532227
	Iteration 50Q: 3 clusters Score -3153709 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3153782.750000 Penalty: 5061.532227
	Iteration 51Q: 3 clusters Score -3153783 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3153866.250000 Penalty: 5061.532227
	Iteration 52Q: 3 clusters Score -3153866 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3153942.750000 Penalty: 5061.532227
	Iteration 53Q: 3 clusters Score -3153943 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3154027.250000 Penalty: 5061.532227
	Iteration 54Q: 3 clusters Score -3154027 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3154107.750000 Penalty: 5061.532227
	Iteration 55Q: 3 clusters Score -3154108 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3154206.750000 Penalty: 5061.532227
	Iteration 56Q: 3 clusters Score -3154207 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3154313.000000 Penalty: 5061.532227
	Iteration 57Q: 3 clusters Score -3154313 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3154419.750000 Penalty: 5061.532227
	Iteration 58Q: 3 clusters Score -3154420 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3154535.750000 Penalty: 5061.532227
	Iteration 59Q: 3 clusters Score -3154536 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3154660.500000 Penalty: 5061.532227
	Iteration 60F: 3 clusters Score -3154660 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3154786.500000 Penalty: 5061.532227
	Iteration 61Q: 3 clusters Score -3154786 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3154902.000000 Penalty: 5061.532227
	Iteration 62Q: 3 clusters Score -3154902 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3155022.750000 Penalty: 5061.532227
	Iteration 63Q: 3 clusters Score -3155023 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3155127.250000 Penalty: 5061.532227
	Iteration 64Q: 3 clusters Score -3155127 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3155225.250000 Penalty: 5061.532227
	Iteration 65Q: 3 clusters Score -3155225 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3155307.250000 Penalty: 5061.532227
	Iteration 66Q: 3 clusters Score -3155307 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3155382.750000 Penalty: 5061.532227
	Iteration 67Q: 3 clusters Score -3155383 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3155443.500000 Penalty: 5061.532227
	Iteration 68Q: 3 clusters Score -3155444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3155502.500000 Penalty: 5061.532227
	Iteration 69Q: 3 clusters Score -3155502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3155549.500000 Penalty: 5061.532227
	Iteration 70Q: 3 clusters Score -3155550 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3155588.500000 Penalty: 5061.532227
	Iteration 71Q: 3 clusters Score -3155588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3155635.500000 Penalty: 5061.532227
	Iteration 72Q: 3 clusters Score -3155636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3155667.750000 Penalty: 5061.532227
	Iteration 73Q: 3 clusters Score -3155668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3155709.000000 Penalty: 5061.532227
	Iteration 74Q: 3 clusters Score -3155709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3155746.500000 Penalty: 5061.532227
	Iteration 75Q: 3 clusters Score -3155746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3155779.000000 Penalty: 5061.532227
	Iteration 76Q: 3 clusters Score -3155779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3155802.750000 Penalty: 5061.532227
	Iteration 77Q: 3 clusters Score -3155803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3155816.500000 Penalty: 5061.532227
	Iteration 78Q: 3 clusters Score -3155816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3155829.000000 Penalty: 5061.532227
	Iteration 79Q: 3 clusters Score -3155829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3155835.000000 Penalty: 5061.532227
	Iteration 80F: 3 clusters Score -3155835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3155844.000000 Penalty: 5061.532227
	Iteration 81Q: 3 clusters Score -3155844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3155846.000000 Penalty: 5061.532227
	Iteration 82Q: 3 clusters Score -3155846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3155853.000000 Penalty: 5061.532227
	Iteration 83Q: 3 clusters Score -3155853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3155856.000000 Penalty: 5061.532227
	Iteration 84Q: 3 clusters Score -3155856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3155857.500000 Penalty: 5061.532227
	Iteration 85Q: 3 clusters Score -3155858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3155856.500000 Penalty: 5061.532227
	Iteration 86Q: 3 clusters Score -3155856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3155863.250000 Penalty: 5061.532227
	Iteration 87Q: 3 clusters Score -3155863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3155866.250000 Penalty: 5061.532227
	Iteration 88Q: 3 clusters Score -3155866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3155866.500000 Penalty: 5061.532227
	Iteration 89Q: 3 clusters Score -3155866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3155866.000000 Penalty: 5061.532227
	Iteration 90Q: 3 clusters Score -3155866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3155868.000000 Penalty: 5061.532227
	Iteration 91Q: 3 clusters Score -3155868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3155868.250000 Penalty: 5061.532227
	Iteration 92Q: 3 clusters Score -3155868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3155871.000000 Penalty: 5061.532227
	Iteration 93Q: 3 clusters Score -3155871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3155871.750000 Penalty: 5061.532227
	Iteration 94Q: 3 clusters Score -3155872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3155871.750000 Penalty: 5061.532227
	Iteration 95F: 3 clusters Score -3155872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Entering Unmasked Estep 
Score: -550296.562500 Penalty: 2100.064697
	Iteration 0F: 2 clusters Score -550296.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -545930.875000 Penalty: 4200.129395
	Iteration 0F: 3 clusters Score -545930.9 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -546875.937500 Penalty: 4200.129395
	Iteration 1F: 3 clusters Score -546875.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -547064.500000 Penalty: 4200.129395
	Iteration 2F: 3 clusters Score -547064.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -547177.000000 Penalty: 4200.129395
	Iteration 3Q: 3 clusters Score -547177 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -547239.750000 Penalty: 4200.129395
	Iteration 4Q: 3 clusters Score -547239.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -547284.937500 Penalty: 4200.129395
	Iteration 5Q: 3 clusters Score -547284.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -547333.937500 Penalty: 4200.129395
	Iteration 6Q: 3 clusters Score -547333.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -547385.250000 Penalty: 4200.129395
	Iteration 7Q: 3 clusters Score -547385.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -547437.875000 Penalty: 4200.129395
	Iteration 8Q: 3 clusters Score -547437.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -547494.500000 Penalty: 4200.129395
	Iteration 9Q: 3 clusters Score -547494.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -547558.062500 Penalty: 4200.129395
	Iteration 10Q: 3 clusters Score -547558.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -547636.437500 Penalty: 4200.129395
	Iteration 11Q: 3 clusters Score -547636.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -547726.062500 Penalty: 4200.129395
	Iteration 12Q: 3 clusters Score -547726.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -547814.562500 Penalty: 4200.129395
	Iteration 13Q: 3 clusters Score -547814.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -547913.375000 Penalty: 4200.129395
	Iteration 14Q: 3 clusters Score -547913.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -548010.062500 Penalty: 4200.129395
	Iteration 15Q: 3 clusters Score -548010.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -548093.312500 Penalty: 4200.129395
	Iteration 16Q: 3 clusters Score -548093.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -548167.812500 Penalty: 4200.129395
	Iteration 17Q: 3 clusters Score -548167.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -548223.000000 Penalty: 4200.129395
	Iteration 18Q: 3 clusters Score -548223 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -548271.562500 Penalty: 4200.129395
	Iteration 19Q: 3 clusters Score -548271.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -548309.750000 Penalty: 4200.129395
	Iteration 20F: 3 clusters Score -548309.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -548339.062500 Penalty: 4200.129395
	Iteration 21Q: 3 clusters Score -548339.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -548367.125000 Penalty: 4200.129395
	Iteration 22Q: 3 clusters Score -548367.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -548396.812500 Penalty: 4200.129395
	Iteration 23Q: 3 clusters Score -548396.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -548419.187500 Penalty: 4200.129395
	Iteration 24Q: 3 clusters Score -548419.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -548431.750000 Penalty: 4200.129395
	Iteration 25Q: 3 clusters Score -548431.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -548442.937500 Penalty: 4200.129395
	Iteration 26Q: 3 clusters Score -548442.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -548452.187500 Penalty: 4200.129395
	Iteration 27Q: 3 clusters Score -548452.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -548460.000000 Penalty: 4200.129395
	Iteration 28Q: 3 clusters Score -548460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -548466.437500 Penalty: 4200.129395
	Iteration 29Q: 3 clusters Score -548466.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -548474.750000 Penalty: 4200.129395
	Iteration 30Q: 3 clusters Score -548474.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -548480.625000 Penalty: 4200.129395
	Iteration 31Q: 3 clusters Score -548480.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -548485.937500 Penalty: 4200.129395
	Iteration 32Q: 3 clusters Score -548485.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -548496.250000 Penalty: 4200.129395
	Iteration 33Q: 3 clusters Score -548496.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -548504.687500 Penalty: 4200.129395
	Iteration 34Q: 3 clusters Score -548504.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -548509.187500 Penalty: 4200.129395
	Iteration 35Q: 3 clusters Score -548509.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -548511.562500 Penalty: 4200.129395
	Iteration 36Q: 3 clusters Score -548511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -548514.500000 Penalty: 4200.129395
	Iteration 37Q: 3 clusters Score -548514.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -548516.937500 Penalty: 4200.129395
	Iteration 38Q: 3 clusters Score -548516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -548519.500000 Penalty: 4200.129395
	Iteration 39Q: 3 clusters Score -548519.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -548522.437500 Penalty: 4200.129395
	Iteration 40F: 3 clusters Score -548522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -548522.812500 Penalty: 4200.129395
	Iteration 41Q: 3 clusters Score -548522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -548523.750000 Penalty: 4200.129395
	Iteration 42Q: 3 clusters Score -548523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -548524.875000 Penalty: 4200.129395
	Iteration 43Q: 3 clusters Score -548524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -548524.875000 Penalty: 4200.129395
	Iteration 44F: 3 clusters Score -548524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Entering Unmasked Estep 
Score: -781691.625000 Penalty: 2187.862793
	Iteration 0F: 2 clusters Score -781691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -776029.875000 Penalty: 4375.725586
	Iteration 0F: 3 clusters Score -776029.9 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -777515.750000 Penalty: 4375.725586
	Iteration 1F: 3 clusters Score -777515.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -777825.812500 Penalty: 4375.725586
	Iteration 2F: 3 clusters Score -777825.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -778051.687500 Penalty: 4375.725586
	Iteration 3F: 3 clusters Score -778051.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -778227.375000 Penalty: 4375.725586
	Iteration 4Q: 3 clusters Score -778227.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -778395.750000 Penalty: 4375.725586
	Iteration 5Q: 3 clusters Score -778395.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -778573.187500 Penalty: 4375.725586
	Iteration 6Q: 3 clusters Score -778573.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -778812.875000 Penalty: 4375.725586
	Iteration 7Q: 3 clusters Score -778812.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -779023.687500 Penalty: 4375.725586
	Iteration 8Q: 3 clusters Score -779023.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -779233.687500 Penalty: 4375.725586
	Iteration 9Q: 3 clusters Score -779233.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -779470.437500 Penalty: 4375.725586
	Iteration 10Q: 3 clusters Score -779470.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -779736.562500 Penalty: 4375.725586
	Iteration 11Q: 3 clusters Score -779736.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -780073.187500 Penalty: 4375.725586
	Iteration 12Q: 3 clusters Score -780073.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -780431.875000 Penalty: 4375.725586
	Iteration 13Q: 3 clusters Score -780431.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -780672.812500 Penalty: 4375.725586
	Iteration 14Q: 3 clusters Score -780672.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -780814.625000 Penalty: 4375.725586
	Iteration 15Q: 3 clusters Score -780814.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -780925.250000 Penalty: 4375.725586
	Iteration 16Q: 3 clusters Score -780925.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -781004.687500 Penalty: 4375.725586
	Iteration 17Q: 3 clusters Score -781004.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -781054.125000 Penalty: 4375.725586
	Iteration 18Q: 3 clusters Score -781054.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -781085.125000 Penalty: 4375.725586
	Iteration 19Q: 3 clusters Score -781085.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -781108.687500 Penalty: 4375.725586
	Iteration 20F: 3 clusters Score -781108.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -781122.062500 Penalty: 4375.725586
	Iteration 21Q: 3 clusters Score -781122.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -781132.687500 Penalty: 4375.725586
	Iteration 22Q: 3 clusters Score -781132.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -781140.000000 Penalty: 4375.725586
	Iteration 23Q: 3 clusters Score -781140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -781145.312500 Penalty: 4375.725586
	Iteration 24Q: 3 clusters Score -781145.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -781155.875000 Penalty: 4375.725586
	Iteration 25Q: 3 clusters Score -781155.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -781162.937500 Penalty: 4375.725586
	Iteration 26Q: 3 clusters Score -781162.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -781168.250000 Penalty: 4375.725586
	Iteration 27Q: 3 clusters Score -781168.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -781173.937500 Penalty: 4375.725586
	Iteration 28Q: 3 clusters Score -781173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -781180.500000 Penalty: 4375.725586
	Iteration 29Q: 3 clusters Score -781180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -781185.250000 Penalty: 4375.725586
	Iteration 30Q: 3 clusters Score -781185.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -781189.687500 Penalty: 4375.725586
	Iteration 31Q: 3 clusters Score -781189.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -781193.937500 Penalty: 4375.725586
	Iteration 32Q: 3 clusters Score -781193.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -781198.062500 Penalty: 4375.725586
	Iteration 33Q: 3 clusters Score -781198.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -781200.437500 Penalty: 4375.725586
	Iteration 34Q: 3 clusters Score -781200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -781201.250000 Penalty: 4375.725586
	Iteration 35Q: 3 clusters Score -781201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -781201.937500 Penalty: 4375.725586
	Iteration 36Q: 3 clusters Score -781201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -781202.312500 Penalty: 4375.725586
	Iteration 37Q: 3 clusters Score -781202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -781202.312500 Penalty: 4375.725586
	Iteration 38F: 3 clusters Score -781202.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (12683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Entering Unmasked Estep 
Score: -1503971.000000 Penalty: 2343.108398
	Iteration 0F: 2 clusters Score -1503971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1494609.750000 Penalty: 4686.216797
	Iteration 0F: 3 clusters Score -1494610 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1497402.375000 Penalty: 4686.216797
	Iteration 1F: 3 clusters Score -1497402 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1497721.500000 Penalty: 4686.216797
	Iteration 2F: 3 clusters Score -1497722 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1497970.750000 Penalty: 4686.216797
	Iteration 3Q: 3 clusters Score -1497971 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1498139.250000 Penalty: 4686.216797
	Iteration 4Q: 3 clusters Score -1498139 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1498283.125000 Penalty: 4686.216797
	Iteration 5Q: 3 clusters Score -1498283 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1498404.750000 Penalty: 4686.216797
	Iteration 6Q: 3 clusters Score -1498405 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1498522.000000 Penalty: 4686.216797
	Iteration 7Q: 3 clusters Score -1498522 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1498655.375000 Penalty: 4686.216797
	Iteration 8Q: 3 clusters Score -1498655 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1498799.375000 Penalty: 4686.216797
	Iteration 9Q: 3 clusters Score -1498799 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1498946.375000 Penalty: 4686.216797
	Iteration 10Q: 3 clusters Score -1498946 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1499095.625000 Penalty: 4686.216797
	Iteration 11Q: 3 clusters Score -1499096 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1499260.000000 Penalty: 4686.216797
	Iteration 12Q: 3 clusters Score -1499260 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1499447.250000 Penalty: 4686.216797
	Iteration 13Q: 3 clusters Score -1499447 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1499663.125000 Penalty: 4686.216797
	Iteration 14Q: 3 clusters Score -1499663 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1499897.750000 Penalty: 4686.216797
	Iteration 15Q: 3 clusters Score -1499898 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1500159.375000 Penalty: 4686.216797
	Iteration 16Q: 3 clusters Score -1500159 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1500417.750000 Penalty: 4686.216797
	Iteration 17Q: 3 clusters Score -1500418 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1500684.250000 Penalty: 4686.216797
	Iteration 18Q: 3 clusters Score -1500684 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1500942.875000 Penalty: 4686.216797
	Iteration 19Q: 3 clusters Score -1500943 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1501170.000000 Penalty: 4686.216797
	Iteration 20F: 3 clusters Score -1501170 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1501386.125000 Penalty: 4686.216797
	Iteration 21Q: 3 clusters Score -1501386 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1501547.875000 Penalty: 4686.216797
	Iteration 22Q: 3 clusters Score -1501548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1501648.000000 Penalty: 4686.216797
	Iteration 23Q: 3 clusters Score -1501648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1501729.875000 Penalty: 4686.216797
	Iteration 24Q: 3 clusters Score -1501730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1501783.625000 Penalty: 4686.216797
	Iteration 25Q: 3 clusters Score -1501784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1501821.250000 Penalty: 4686.216797
	Iteration 26Q: 3 clusters Score -1501821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1501846.875000 Penalty: 4686.216797
	Iteration 27Q: 3 clusters Score -1501847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1501863.750000 Penalty: 4686.216797
	Iteration 28Q: 3 clusters Score -1501864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1501881.375000 Penalty: 4686.216797
	Iteration 29Q: 3 clusters Score -1501881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1501899.125000 Penalty: 4686.216797
	Iteration 30Q: 3 clusters Score -1501899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1501911.250000 Penalty: 4686.216797
	Iteration 31Q: 3 clusters Score -1501911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1501921.750000 Penalty: 4686.216797
	Iteration 32Q: 3 clusters Score -1501922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1501934.500000 Penalty: 4686.216797
	Iteration 33Q: 3 clusters Score -1501934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1501942.125000 Penalty: 4686.216797
	Iteration 34Q: 3 clusters Score -1501942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1501948.375000 Penalty: 4686.216797
	Iteration 35Q: 3 clusters Score -1501948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1501951.000000 Penalty: 4686.216797
	Iteration 36Q: 3 clusters Score -1501951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1501954.750000 Penalty: 4686.216797
	Iteration 37Q: 3 clusters Score -1501955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1501954.750000 Penalty: 4686.216797
	Iteration 38F: 3 clusters Score -1501955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (11146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Entering Unmasked Estep 
Score: -1294238.875000 Penalty: 2311.071289
	Iteration 0F: 2 clusters Score -1294239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1285915.250000 Penalty: 4622.142578
	Iteration 0F: 3 clusters Score -1285915 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1288483.000000 Penalty: 4622.142578
	Iteration 1F: 3 clusters Score -1288483 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1288875.375000 Penalty: 4622.142578
	Iteration 2F: 3 clusters Score -1288875 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1289220.000000 Penalty: 4622.142578
	Iteration 3F: 3 clusters Score -1289220 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1289625.750000 Penalty: 4622.142578
	Iteration 4F: 3 clusters Score -1289626 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1290075.875000 Penalty: 4622.142578
	Iteration 5F: 3 clusters Score -1290076 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1290504.750000 Penalty: 4622.142578
	Iteration 6F: 3 clusters Score -1290505 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1290867.000000 Penalty: 4622.142578
	Iteration 7F: 3 clusters Score -1290867 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1291183.125000 Penalty: 4622.142578
	Iteration 8Q: 3 clusters Score -1291183 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1291391.750000 Penalty: 4622.142578
	Iteration 9Q: 3 clusters Score -1291392 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1291520.500000 Penalty: 4622.142578
	Iteration 10Q: 3 clusters Score -1291520 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1291576.500000 Penalty: 4622.142578
	Iteration 11Q: 3 clusters Score -1291576 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1291612.750000 Penalty: 4622.142578
	Iteration 12Q: 3 clusters Score -1291613 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1291638.000000 Penalty: 4622.142578
	Iteration 13Q: 3 clusters Score -1291638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1291660.125000 Penalty: 4622.142578
	Iteration 14Q: 3 clusters Score -1291660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1291677.375000 Penalty: 4622.142578
	Iteration 15Q: 3 clusters Score -1291677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1291692.500000 Penalty: 4622.142578
	Iteration 16Q: 3 clusters Score -1291692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1291707.250000 Penalty: 4622.142578
	Iteration 17Q: 3 clusters Score -1291707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1291723.125000 Penalty: 4622.142578
	Iteration 18Q: 3 clusters Score -1291723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1291735.000000 Penalty: 4622.142578
	Iteration 19Q: 3 clusters Score -1291735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1291738.000000 Penalty: 4622.142578
	Iteration 20F: 3 clusters Score -1291738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1291751.125000 Penalty: 4622.142578
	Iteration 21Q: 3 clusters Score -1291751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1291757.125000 Penalty: 4622.142578
	Iteration 22Q: 3 clusters Score -1291757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1291763.750000 Penalty: 4622.142578
	Iteration 23Q: 3 clusters Score -1291764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1291771.125000 Penalty: 4622.142578
	Iteration 24Q: 3 clusters Score -1291771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1291774.125000 Penalty: 4622.142578
	Iteration 25Q: 3 clusters Score -1291774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1291777.000000 Penalty: 4622.142578
	Iteration 26Q: 3 clusters Score -1291777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1291777.625000 Penalty: 4622.142578
	Iteration 27Q: 3 clusters Score -1291778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1291778.250000 Penalty: 4622.142578
	Iteration 28Q: 3 clusters Score -1291778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1291781.875000 Penalty: 4622.142578
	Iteration 29Q: 3 clusters Score -1291782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1291784.000000 Penalty: 4622.142578
	Iteration 30Q: 3 clusters Score -1291784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1291784.125000 Penalty: 4622.142578
	Iteration 31Q: 3 clusters Score -1291784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1291787.375000 Penalty: 4622.142578
	Iteration 32Q: 3 clusters Score -1291787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1291786.625000 Penalty: 4622.142578
	Iteration 33Q: 3 clusters Score -1291787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1291788.625000 Penalty: 4622.142578
	Iteration 34Q: 3 clusters Score -1291789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1291788.000000 Penalty: 4622.142578
	Iteration 35Q: 3 clusters Score -1291788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1291786.750000 Penalty: 4622.142578
	Iteration 36Q: 3 clusters Score -1291787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1291786.875000 Penalty: 4622.142578
	Iteration 37Q: 3 clusters Score -1291787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1291788.375000 Penalty: 4622.142578
	Iteration 38Q: 3 clusters Score -1291788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1291790.875000 Penalty: 4622.142578
	Iteration 39Q: 3 clusters Score -1291791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1291791.500000 Penalty: 4622.142578
	Iteration 40F: 3 clusters Score -1291792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1291791.625000 Penalty: 4622.142578
	Iteration 41Q: 3 clusters Score -1291792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1291788.625000 Penalty: 4622.142578
	Iteration 42Q: 3 clusters Score -1291789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1291791.750000 Penalty: 4622.142578
	Iteration 43Q: 3 clusters Score -1291792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1291792.250000 Penalty: 4622.142578
	Iteration 44Q: 3 clusters Score -1291792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1291793.375000 Penalty: 4622.142578
	Iteration 45Q: 3 clusters Score -1291793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1291795.125000 Penalty: 4622.142578
	Iteration 46Q: 3 clusters Score -1291795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1291793.625000 Penalty: 4622.142578
	Iteration 47Q: 3 clusters Score -1291794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1291796.875000 Penalty: 4622.142578
	Iteration 48Q: 3 clusters Score -1291797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1291799.125000 Penalty: 4622.142578
	Iteration 49Q: 3 clusters Score -1291799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1291802.875000 Penalty: 4622.142578
	Iteration 50Q: 3 clusters Score -1291803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1291802.500000 Penalty: 4622.142578
	Iteration 51Q: 3 clusters Score -1291802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1291806.500000 Penalty: 4622.142578
	Iteration 52Q: 3 clusters Score -1291806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1291808.375000 Penalty: 4622.142578
	Iteration 53Q: 3 clusters Score -1291808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1291812.125000 Penalty: 4622.142578
	Iteration 54Q: 3 clusters Score -1291812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1291811.375000 Penalty: 4622.142578
	Iteration 55Q: 3 clusters Score -1291811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1291812.250000 Penalty: 4622.142578
	Iteration 56Q: 3 clusters Score -1291812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1291816.750000 Penalty: 4622.142578
	Iteration 57Q: 3 clusters Score -1291817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1291821.625000 Penalty: 4622.142578
	Iteration 58Q: 3 clusters Score -1291822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1291826.000000 Penalty: 4622.142578
	Iteration 59Q: 3 clusters Score -1291826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1291830.500000 Penalty: 4622.142578
	Iteration 60F: 3 clusters Score -1291830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1291833.125000 Penalty: 4622.142578
	Iteration 61Q: 3 clusters Score -1291833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1291833.375000 Penalty: 4622.142578
	Iteration 62Q: 3 clusters Score -1291833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1291839.375000 Penalty: 4622.142578
	Iteration 63Q: 3 clusters Score -1291839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1291841.250000 Penalty: 4622.142578
	Iteration 64Q: 3 clusters Score -1291841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1291851.500000 Penalty: 4622.142578
	Iteration 65Q: 3 clusters Score -1291852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1291855.875000 Penalty: 4622.142578
	Iteration 66Q: 3 clusters Score -1291856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1291859.500000 Penalty: 4622.142578
	Iteration 67Q: 3 clusters Score -1291860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1291863.500000 Penalty: 4622.142578
	Iteration 68Q: 3 clusters Score -1291864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1291864.000000 Penalty: 4622.142578
	Iteration 69Q: 3 clusters Score -1291864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1291870.250000 Penalty: 4622.142578
	Iteration 70Q: 3 clusters Score -1291870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1291872.750000 Penalty: 4622.142578
	Iteration 71Q: 3 clusters Score -1291873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1291877.500000 Penalty: 4622.142578
	Iteration 72Q: 3 clusters Score -1291878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1291879.250000 Penalty: 4622.142578
	Iteration 73Q: 3 clusters Score -1291879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1291884.125000 Penalty: 4622.142578
	Iteration 74Q: 3 clusters Score -1291884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1291883.750000 Penalty: 4622.142578
	Iteration 75Q: 3 clusters Score -1291884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1291886.625000 Penalty: 4622.142578
	Iteration 76Q: 3 clusters Score -1291887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1291886.875000 Penalty: 4622.142578
	Iteration 77Q: 3 clusters Score -1291887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1291888.500000 Penalty: 4622.142578
	Iteration 78Q: 3 clusters Score -1291888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1291890.250000 Penalty: 4622.142578
	Iteration 79Q: 3 clusters Score -1291890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1291888.750000 Penalty: 4622.142578
	Iteration 80F: 3 clusters Score -1291889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1291890.500000 Penalty: 4622.142578
	Iteration 81Q: 3 clusters Score -1291890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1291890.000000 Penalty: 4622.142578
	Iteration 82Q: 3 clusters Score -1291890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1291891.625000 Penalty: 4622.142578
	Iteration 83Q: 3 clusters Score -1291892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1291891.625000 Penalty: 4622.142578
	Iteration 84Q: 3 clusters Score -1291892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1291891.625000 Penalty: 4622.142578
	Iteration 85F: 3 clusters Score -1291892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -74759.875000 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -74759.88 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 266 members 
Entering Unmasked Estep 
Score: -73191.125000 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -73191.12 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73484.117188 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -73484.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73641.421875 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -73641.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73751.648438 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -73751.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73793.375000 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -73793.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73807.859375 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -73807.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -73818.273438 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -73818.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -73826.664062 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -73826.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73833.085938 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -73833.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73836.734375 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -73836.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -73839.992188 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -73839.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73841.789062 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -73841.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73846.632812 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -73846.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73861.523438 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -73861.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73872.031250 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -73872.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -73882.953125 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -73882.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -73882.953125 Penalty: 3140.425049
	Iteration 16F: 3 clusters Score -73882.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -289791.656250 Penalty: 1889.082397
	Iteration 0F: 2 clusters Score -289791.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -287152.375000 Penalty: 3778.164795
	Iteration 0F: 3 clusters Score -287152.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -287978.187500 Penalty: 3778.164795
	Iteration 1F: 3 clusters Score -287978.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -288400.500000 Penalty: 3778.164795
	Iteration 2F: 3 clusters Score -288400.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -288613.406250 Penalty: 3778.164795
	Iteration 3F: 3 clusters Score -288613.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -288754.906250 Penalty: 3778.164795
	Iteration 4Q: 3 clusters Score -288754.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -288849.406250 Penalty: 3778.164795
	Iteration 5Q: 3 clusters Score -288849.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -288931.125000 Penalty: 3778.164795
	Iteration 6Q: 3 clusters Score -288931.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -289054.687500 Penalty: 3778.164795
	Iteration 7Q: 3 clusters Score -289054.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -289174.468750 Penalty: 3778.164795
	Iteration 8Q: 3 clusters Score -289174.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -289263.187500 Penalty: 3778.164795
	Iteration 9Q: 3 clusters Score -289263.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -289327.406250 Penalty: 3778.164795
	Iteration 10Q: 3 clusters Score -289327.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289368.500000 Penalty: 3778.164795
	Iteration 11Q: 3 clusters Score -289368.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -289394.562500 Penalty: 3778.164795
	Iteration 12Q: 3 clusters Score -289394.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -289416.812500 Penalty: 3778.164795
	Iteration 13Q: 3 clusters Score -289416.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -289433.812500 Penalty: 3778.164795
	Iteration 14Q: 3 clusters Score -289433.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -289445.593750 Penalty: 3778.164795
	Iteration 15Q: 3 clusters Score -289445.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -289456.187500 Penalty: 3778.164795
	Iteration 16Q: 3 clusters Score -289456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -289463.250000 Penalty: 3778.164795
	Iteration 17Q: 3 clusters Score -289463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -289468.125000 Penalty: 3778.164795
	Iteration 18Q: 3 clusters Score -289468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -289469.406250 Penalty: 3778.164795
	Iteration 19Q: 3 clusters Score -289469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -289469.406250 Penalty: 3778.164795
	Iteration 20F: 3 clusters Score -289469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Entering Unmasked Estep 
Score: -754161.875000 Penalty: 2175.491943
	Iteration 0F: 2 clusters Score -754161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -748714.562500 Penalty: 4350.983887
	Iteration 0F: 3 clusters Score -748714.6 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -750130.625000 Penalty: 4350.983887
	Iteration 1F: 3 clusters Score -750130.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -750417.000000 Penalty: 4350.983887
	Iteration 2F: 3 clusters Score -750417 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -750671.312500 Penalty: 4350.983887
	Iteration 3F: 3 clusters Score -750671.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -750945.875000 Penalty: 4350.983887
	Iteration 4F: 3 clusters Score -750945.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -751271.375000 Penalty: 4350.983887
	Iteration 5F: 3 clusters Score -751271.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -751714.062500 Penalty: 4350.983887
	Iteration 6F: 3 clusters Score -751714.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -752197.687500 Penalty: 4350.983887
	Iteration 7F: 3 clusters Score -752197.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -752649.375000 Penalty: 4350.983887
	Iteration 8F: 3 clusters Score -752649.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -752963.500000 Penalty: 4350.983887
	Iteration 9Q: 3 clusters Score -752963.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -753134.750000 Penalty: 4350.983887
	Iteration 10Q: 3 clusters Score -753134.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -753219.875000 Penalty: 4350.983887
	Iteration 11Q: 3 clusters Score -753219.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -753264.500000 Penalty: 4350.983887
	Iteration 12Q: 3 clusters Score -753264.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -753300.375000 Penalty: 4350.983887
	Iteration 13Q: 3 clusters Score -753300.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -753332.750000 Penalty: 4350.983887
	Iteration 14Q: 3 clusters Score -753332.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -753360.812500 Penalty: 4350.983887
	Iteration 15Q: 3 clusters Score -753360.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -753383.750000 Penalty: 4350.983887
	Iteration 16Q: 3 clusters Score -753383.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -753398.875000 Penalty: 4350.983887
	Iteration 17Q: 3 clusters Score -753398.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -753413.875000 Penalty: 4350.983887
	Iteration 18Q: 3 clusters Score -753413.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -753427.500000 Penalty: 4350.983887
	Iteration 19Q: 3 clusters Score -753427.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -753442.000000 Penalty: 4350.983887
	Iteration 20F: 3 clusters Score -753442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -753458.625000 Penalty: 4350.983887
	Iteration 21Q: 3 clusters Score -753458.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -753470.937500 Penalty: 4350.983887
	Iteration 22Q: 3 clusters Score -753470.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -753483.812500 Penalty: 4350.983887
	Iteration 23Q: 3 clusters Score -753483.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -753503.187500 Penalty: 4350.983887
	Iteration 24Q: 3 clusters Score -753503.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -753518.062500 Penalty: 4350.983887
	Iteration 25Q: 3 clusters Score -753518.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -753527.562500 Penalty: 4350.983887
	Iteration 26Q: 3 clusters Score -753527.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -753553.937500 Penalty: 4350.983887
	Iteration 27Q: 3 clusters Score -753553.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -753590.000000 Penalty: 4350.983887
	Iteration 28Q: 3 clusters Score -753590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -753633.000000 Penalty: 4350.983887
	Iteration 29Q: 3 clusters Score -753633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -753668.187500 Penalty: 4350.983887
	Iteration 30Q: 3 clusters Score -753668.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -753698.375000 Penalty: 4350.983887
	Iteration 31Q: 3 clusters Score -753698.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -753715.562500 Penalty: 4350.983887
	Iteration 32Q: 3 clusters Score -753715.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -753727.437500 Penalty: 4350.983887
	Iteration 33Q: 3 clusters Score -753727.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -753734.687500 Penalty: 4350.983887
	Iteration 34Q: 3 clusters Score -753734.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -753741.250000 Penalty: 4350.983887
	Iteration 35Q: 3 clusters Score -753741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -753742.625000 Penalty: 4350.983887
	Iteration 36Q: 3 clusters Score -753742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -753745.812500 Penalty: 4350.983887
	Iteration 37Q: 3 clusters Score -753745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -753747.125000 Penalty: 4350.983887
	Iteration 38Q: 3 clusters Score -753747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -753748.000000 Penalty: 4350.983887
	Iteration 39Q: 3 clusters Score -753748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -753749.187500 Penalty: 4350.983887
	Iteration 40F: 3 clusters Score -753749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -753752.500000 Penalty: 4350.983887
	Iteration 41Q: 3 clusters Score -753752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -753754.375000 Penalty: 4350.983887
	Iteration 42Q: 3 clusters Score -753754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -753755.437500 Penalty: 4350.983887
	Iteration 43Q: 3 clusters Score -753755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -753755.437500 Penalty: 4350.983887
	Iteration 44F: 3 clusters Score -753755.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Entering Unmasked Estep 
Score: -990032.562500 Penalty: 2247.939941
	Iteration 0F: 2 clusters Score -990032.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -983220.750000 Penalty: 4495.879883
	Iteration 0F: 3 clusters Score -983220.8 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -985185.437500 Penalty: 4495.879883
	Iteration 1F: 3 clusters Score -985185.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -985595.312500 Penalty: 4495.879883
	Iteration 2F: 3 clusters Score -985595.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -985938.187500 Penalty: 4495.879883
	Iteration 3F: 3 clusters Score -985938.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -986282.062500 Penalty: 4495.879883
	Iteration 4F: 3 clusters Score -986282.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -986680.875000 Penalty: 4495.879883
	Iteration 5F: 3 clusters Score -986680.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -987101.687500 Penalty: 4495.879883
	Iteration 6F: 3 clusters Score -987101.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -987498.250000 Penalty: 4495.879883
	Iteration 7Q: 3 clusters Score -987498.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -987825.062500 Penalty: 4495.879883
	Iteration 8Q: 3 clusters Score -987825.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -988085.000000 Penalty: 4495.879883
	Iteration 9Q: 3 clusters Score -988085 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -988284.125000 Penalty: 4495.879883
	Iteration 10Q: 3 clusters Score -988284.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -988438.125000 Penalty: 4495.879883
	Iteration 11Q: 3 clusters Score -988438.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -988581.312500 Penalty: 4495.879883
	Iteration 12Q: 3 clusters Score -988581.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -988667.250000 Penalty: 4495.879883
	Iteration 13Q: 3 clusters Score -988667.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -988743.687500 Penalty: 4495.879883
	Iteration 14Q: 3 clusters Score -988743.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -988791.937500 Penalty: 4495.879883
	Iteration 15Q: 3 clusters Score -988791.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -988818.062500 Penalty: 4495.879883
	Iteration 16Q: 3 clusters Score -988818.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -988837.875000 Penalty: 4495.879883
	Iteration 17Q: 3 clusters Score -988837.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -988847.062500 Penalty: 4495.879883
	Iteration 18Q: 3 clusters Score -988847.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -988852.812500 Penalty: 4495.879883
	Iteration 19Q: 3 clusters Score -988852.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -988857.750000 Penalty: 4495.879883
	Iteration 20F: 3 clusters Score -988857.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -988860.812500 Penalty: 4495.879883
	Iteration 21Q: 3 clusters Score -988860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -988860.625000 Penalty: 4495.879883
	Iteration 22Q: 3 clusters Score -988860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -988862.187500 Penalty: 4495.879883
	Iteration 23Q: 3 clusters Score -988862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -988862.187500 Penalty: 4495.879883
	Iteration 24Q: 3 clusters Score -988862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -988864.187500 Penalty: 4495.879883
	Iteration 25Q: 3 clusters Score -988864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -988865.500000 Penalty: 4495.879883
	Iteration 26Q: 3 clusters Score -988865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -988864.937500 Penalty: 4495.879883
	Iteration 27Q: 3 clusters Score -988864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -988865.187500 Penalty: 4495.879883
	Iteration 28Q: 3 clusters Score -988865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -988865.562500 Penalty: 4495.879883
	Iteration 29Q: 3 clusters Score -988865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -988866.437500 Penalty: 4495.879883
	Iteration 30Q: 3 clusters Score -988866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -988868.187500 Penalty: 4495.879883
	Iteration 31Q: 3 clusters Score -988868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -988866.562500 Penalty: 4495.879883
	Iteration 32Q: 3 clusters Score -988866.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -988866.562500 Penalty: 4495.879883
	Iteration 33F: 3 clusters Score -988866.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -41397.531250 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -41397.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40005.933594 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -40005.93 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40242.800781 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -40242.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40307.984375 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -40307.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40331.410156 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -40331.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40340.894531 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -40340.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40352.343750 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -40352.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40356.960938 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -40356.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40356.960938 Penalty: 3027.977295
	Iteration 7F: 3 clusters Score -40356.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Entering Unmasked Estep 
Score: -760128.312500 Penalty: 2180.024414
	Iteration 0F: 2 clusters Score -760128.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -754628.937500 Penalty: 4360.048828
	Iteration 0F: 3 clusters Score -754628.9 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -755958.875000 Penalty: 4360.048828
	Iteration 1F: 3 clusters Score -755958.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -756236.437500 Penalty: 4360.048828
	Iteration 2F: 3 clusters Score -756236.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -756501.500000 Penalty: 4360.048828
	Iteration 3F: 3 clusters Score -756501.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -756789.187500 Penalty: 4360.048828
	Iteration 4F: 3 clusters Score -756789.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -757066.062500 Penalty: 4360.048828
	Iteration 5F: 3 clusters Score -757066.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -757355.375000 Penalty: 4360.048828
	Iteration 6F: 3 clusters Score -757355.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -757649.750000 Penalty: 4360.048828
	Iteration 7F: 3 clusters Score -757649.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -757940.875000 Penalty: 4360.048828
	Iteration 8F: 3 clusters Score -757940.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -758216.687500 Penalty: 4360.048828
	Iteration 9Q: 3 clusters Score -758216.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -758464.562500 Penalty: 4360.048828
	Iteration 10Q: 3 clusters Score -758464.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -758661.250000 Penalty: 4360.048828
	Iteration 11Q: 3 clusters Score -758661.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -758838.437500 Penalty: 4360.048828
	Iteration 12Q: 3 clusters Score -758838.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -758996.250000 Penalty: 4360.048828
	Iteration 13Q: 3 clusters Score -758996.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -759098.062500 Penalty: 4360.048828
	Iteration 14Q: 3 clusters Score -759098.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -759173.500000 Penalty: 4360.048828
	Iteration 15Q: 3 clusters Score -759173.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -759224.500000 Penalty: 4360.048828
	Iteration 16Q: 3 clusters Score -759224.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -759263.750000 Penalty: 4360.048828
	Iteration 17Q: 3 clusters Score -759263.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -759284.875000 Penalty: 4360.048828
	Iteration 18Q: 3 clusters Score -759284.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -759302.125000 Penalty: 4360.048828
	Iteration 19Q: 3 clusters Score -759302.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -759309.750000 Penalty: 4360.048828
	Iteration 20F: 3 clusters Score -759309.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -759312.812500 Penalty: 4360.048828
	Iteration 21Q: 3 clusters Score -759312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -759315.625000 Penalty: 4360.048828
	Iteration 22Q: 3 clusters Score -759315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -759316.562500 Penalty: 4360.048828
	Iteration 23Q: 3 clusters Score -759316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -759318.187500 Penalty: 4360.048828
	Iteration 24Q: 3 clusters Score -759318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -759319.312500 Penalty: 4360.048828
	Iteration 25Q: 3 clusters Score -759319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -759320.437500 Penalty: 4360.048828
	Iteration 26Q: 3 clusters Score -759320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -759320.687500 Penalty: 4360.048828
	Iteration 27Q: 3 clusters Score -759320.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -759322.562500 Penalty: 4360.048828
	Iteration 28Q: 3 clusters Score -759322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -759323.687500 Penalty: 4360.048828
	Iteration 29Q: 3 clusters Score -759323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -759325.125000 Penalty: 4360.048828
	Iteration 30Q: 3 clusters Score -759325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -759326.937500 Penalty: 4360.048828
	Iteration 31Q: 3 clusters Score -759326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -759326.312500 Penalty: 4360.048828
	Iteration 32Q: 3 clusters Score -759326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -759328.187500 Penalty: 4360.048828
	Iteration 33Q: 3 clusters Score -759328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -759331.937500 Penalty: 4360.048828
	Iteration 34Q: 3 clusters Score -759331.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -759334.812500 Penalty: 4360.048828
	Iteration 35Q: 3 clusters Score -759334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -759336.812500 Penalty: 4360.048828
	Iteration 36Q: 3 clusters Score -759336.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -759342.062500 Penalty: 4360.048828
	Iteration 37Q: 3 clusters Score -759342.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -759344.125000 Penalty: 4360.048828
	Iteration 38Q: 3 clusters Score -759344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -759343.187500 Penalty: 4360.048828
	Iteration 39Q: 3 clusters Score -759343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -759345.500000 Penalty: 4360.048828
	Iteration 40F: 3 clusters Score -759345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -759346.875000 Penalty: 4360.048828
	Iteration 41Q: 3 clusters Score -759346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -759347.625000 Penalty: 4360.048828
	Iteration 42Q: 3 clusters Score -759347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -759347.562500 Penalty: 4360.048828
	Iteration 43Q: 3 clusters Score -759347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -759347.562500 Penalty: 4360.048828
	Iteration 44F: 3 clusters Score -759347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -388553.593750 Penalty: 2019.520264
	Iteration 0F: 2 clusters Score -388553.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -385008.375000 Penalty: 4039.040527
	Iteration 0F: 3 clusters Score -385008.4 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -385968.343750 Penalty: 4039.040527
	Iteration 1F: 3 clusters Score -385968.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -386251.968750 Penalty: 4039.040527
	Iteration 2F: 3 clusters Score -386252 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -386438.718750 Penalty: 4039.040527
	Iteration 3F: 3 clusters Score -386438.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -386584.750000 Penalty: 4039.040527
	Iteration 4Q: 3 clusters Score -386584.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -386702.468750 Penalty: 4039.040527
	Iteration 5Q: 3 clusters Score -386702.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -386793.062500 Penalty: 4039.040527
	Iteration 6Q: 3 clusters Score -386793.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -386871.281250 Penalty: 4039.040527
	Iteration 7Q: 3 clusters Score -386871.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -386930.593750 Penalty: 4039.040527
	Iteration 8Q: 3 clusters Score -386930.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -386973.250000 Penalty: 4039.040527
	Iteration 9Q: 3 clusters Score -386973.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -387008.812500 Penalty: 4039.040527
	Iteration 10Q: 3 clusters Score -387008.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -387032.875000 Penalty: 4039.040527
	Iteration 11Q: 3 clusters Score -387032.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -387051.875000 Penalty: 4039.040527
	Iteration 12Q: 3 clusters Score -387051.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -387062.750000 Penalty: 4039.040527
	Iteration 13Q: 3 clusters Score -387062.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -387075.125000 Penalty: 4039.040527
	Iteration 14Q: 3 clusters Score -387075.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -387085.875000 Penalty: 4039.040527
	Iteration 15Q: 3 clusters Score -387085.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -387099.031250 Penalty: 4039.040527
	Iteration 16Q: 3 clusters Score -387099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -387115.531250 Penalty: 4039.040527
	Iteration 17Q: 3 clusters Score -387115.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -387129.531250 Penalty: 4039.040527
	Iteration 18Q: 3 clusters Score -387129.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -387138.531250 Penalty: 4039.040527
	Iteration 19Q: 3 clusters Score -387138.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -387143.500000 Penalty: 4039.040527
	Iteration 20F: 3 clusters Score -387143.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -387147.625000 Penalty: 4039.040527
	Iteration 21Q: 3 clusters Score -387147.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -387153.218750 Penalty: 4039.040527
	Iteration 22Q: 3 clusters Score -387153.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -387158.656250 Penalty: 4039.040527
	Iteration 23Q: 3 clusters Score -387158.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -387164.281250 Penalty: 4039.040527
	Iteration 24Q: 3 clusters Score -387164.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -387170.062500 Penalty: 4039.040527
	Iteration 25Q: 3 clusters Score -387170.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -387177.812500 Penalty: 4039.040527
	Iteration 26Q: 3 clusters Score -387177.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -387182.000000 Penalty: 4039.040527
	Iteration 27Q: 3 clusters Score -387182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -387192.531250 Penalty: 4039.040527
	Iteration 28Q: 3 clusters Score -387192.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -387204.843750 Penalty: 4039.040527
	Iteration 29Q: 3 clusters Score -387204.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -387217.031250 Penalty: 4039.040527
	Iteration 30Q: 3 clusters Score -387217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -387229.906250 Penalty: 4039.040527
	Iteration 31Q: 3 clusters Score -387229.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -387239.187500 Penalty: 4039.040527
	Iteration 32Q: 3 clusters Score -387239.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -387245.968750 Penalty: 4039.040527
	Iteration 33Q: 3 clusters Score -387246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -387252.156250 Penalty: 4039.040527
	Iteration 34Q: 3 clusters Score -387252.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -387259.812500 Penalty: 4039.040527
	Iteration 35Q: 3 clusters Score -387259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -387265.343750 Penalty: 4039.040527
	Iteration 36Q: 3 clusters Score -387265.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -387272.468750 Penalty: 4039.040527
	Iteration 37Q: 3 clusters Score -387272.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -387278.312500 Penalty: 4039.040527
	Iteration 38Q: 3 clusters Score -387278.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -387283.812500 Penalty: 4039.040527
	Iteration 39Q: 3 clusters Score -387283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -387288.000000 Penalty: 4039.040527
	Iteration 40F: 3 clusters Score -387288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -387289.750000 Penalty: 4039.040527
	Iteration 41Q: 3 clusters Score -387289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -387290.906250 Penalty: 4039.040527
	Iteration 42Q: 3 clusters Score -387290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -387291.875000 Penalty: 4039.040527
	Iteration 43Q: 3 clusters Score -387291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -387291.000000 Penalty: 4039.040527
	Iteration 44Q: 3 clusters Score -387291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -387291.000000 Penalty: 4039.040527
	Iteration 45F: 3 clusters Score -387291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -86185.468750 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -86185.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84671.296875 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -84671.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85333.726562 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -85333.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86047.476562 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -86047.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86288.335938 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -86288.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86415.226562 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -86415.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -86470.867188 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -86470.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -86509.578125 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -86509.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86534.757812 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -86534.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -86539.007812 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -86539.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -86539.007812 Penalty: 3209.516602
	Iteration 9F: 3 clusters Score -86539.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49269 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81218 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16068 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190893 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 408 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 238 members 
Entering Unmasked Estep 
Score: -133765296.000000 Penalty: 260018.453125
Splitting cluster 66 changes total score from -133766792.000000 to -133765296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -213340.234375 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -213340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -211046.656250 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -211046.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -211575.328125 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -211575.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -211839.203125 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -211839.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -212040.312500 Penalty: 3632.292725
	Iteration 3F: 3 clusters Score -212040.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -212208.687500 Penalty: 3632.292725
	Iteration 4F: 3 clusters Score -212208.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -212304.265625 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -212304.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -212387.343750 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -212387.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -212451.234375 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -212451.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -212504.781250 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -212504.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -212545.796875 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -212545.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -212573.406250 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -212573.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -212609.187500 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -212609.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -212634.453125 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -212634.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -212645.515625 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -212645.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -212657.093750 Penalty: 3632.292725
	Iteration 14Q: 3 clusters Score -212657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -212670.468750 Penalty: 3632.292725
	Iteration 15Q: 3 clusters Score -212670.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -212679.296875 Penalty: 3632.292725
	Iteration 16Q: 3 clusters Score -212679.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -212686.812500 Penalty: 3632.292725
	Iteration 17Q: 3 clusters Score -212686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -212693.031250 Penalty: 3632.292725
	Iteration 18Q: 3 clusters Score -212693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -212697.687500 Penalty: 3632.292725
	Iteration 19Q: 3 clusters Score -212697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -212700.890625 Penalty: 3632.292725
	Iteration 20F: 3 clusters Score -212700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -212704.578125 Penalty: 3632.292725
	Iteration 21Q: 3 clusters Score -212704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -212706.531250 Penalty: 3632.292725
	Iteration 22Q: 3 clusters Score -212706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -212709.968750 Penalty: 3632.292725
	Iteration 23Q: 3 clusters Score -212710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -212714.031250 Penalty: 3632.292725
	Iteration 24Q: 3 clusters Score -212714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -212716.218750 Penalty: 3632.292725
	Iteration 25Q: 3 clusters Score -212716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -212716.218750 Penalty: 3632.292725
	Iteration 26F: 3 clusters Score -212716.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Entering Unmasked Estep 
Score: -634178.437500 Penalty: 2134.589844
	Iteration 0F: 2 clusters Score -634178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -629345.312500 Penalty: 4269.179688
	Iteration 0F: 3 clusters Score -629345.3 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -630600.687500 Penalty: 4269.179688
	Iteration 1F: 3 clusters Score -630600.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -630910.562500 Penalty: 4269.179688
	Iteration 2F: 3 clusters Score -630910.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -631161.562500 Penalty: 4269.179688
	Iteration 3F: 3 clusters Score -631161.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -631363.000000 Penalty: 4269.179688
	Iteration 4F: 3 clusters Score -631363 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -631563.875000 Penalty: 4269.179688
	Iteration 5Q: 3 clusters Score -631563.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -631710.625000 Penalty: 4269.179688
	Iteration 6Q: 3 clusters Score -631710.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -631835.937500 Penalty: 4269.179688
	Iteration 7Q: 3 clusters Score -631835.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -631936.625000 Penalty: 4269.179688
	Iteration 8Q: 3 clusters Score -631936.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -632032.187500 Penalty: 4269.179688
	Iteration 9Q: 3 clusters Score -632032.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -632095.562500 Penalty: 4269.179688
	Iteration 10Q: 3 clusters Score -632095.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -632139.062500 Penalty: 4269.179688
	Iteration 11Q: 3 clusters Score -632139.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -632176.625000 Penalty: 4269.179688
	Iteration 12Q: 3 clusters Score -632176.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -632206.250000 Penalty: 4269.179688
	Iteration 13Q: 3 clusters Score -632206.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -632225.625000 Penalty: 4269.179688
	Iteration 14Q: 3 clusters Score -632225.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -632241.000000 Penalty: 4269.179688
	Iteration 15Q: 3 clusters Score -632241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -632260.625000 Penalty: 4269.179688
	Iteration 16Q: 3 clusters Score -632260.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -632272.562500 Penalty: 4269.179688
	Iteration 17Q: 3 clusters Score -632272.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -632282.187500 Penalty: 4269.179688
	Iteration 18Q: 3 clusters Score -632282.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -632288.812500 Penalty: 4269.179688
	Iteration 19Q: 3 clusters Score -632288.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -632294.562500 Penalty: 4269.179688
	Iteration 20F: 3 clusters Score -632294.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -632299.687500 Penalty: 4269.179688
	Iteration 21Q: 3 clusters Score -632299.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -632307.562500 Penalty: 4269.179688
	Iteration 22Q: 3 clusters Score -632307.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -632312.500000 Penalty: 4269.179688
	Iteration 23Q: 3 clusters Score -632312.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -632321.250000 Penalty: 4269.179688
	Iteration 24Q: 3 clusters Score -632321.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -632327.187500 Penalty: 4269.179688
	Iteration 25Q: 3 clusters Score -632327.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -632332.000000 Penalty: 4269.179688
	Iteration 26Q: 3 clusters Score -632332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -632335.937500 Penalty: 4269.179688
	Iteration 27Q: 3 clusters Score -632335.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -632340.875000 Penalty: 4269.179688
	Iteration 28Q: 3 clusters Score -632340.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -632343.312500 Penalty: 4269.179688
	Iteration 29Q: 3 clusters Score -632343.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -632347.812500 Penalty: 4269.179688
	Iteration 30Q: 3 clusters Score -632347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -632352.312500 Penalty: 4269.179688
	Iteration 31Q: 3 clusters Score -632352.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -632357.812500 Penalty: 4269.179688
	Iteration 32Q: 3 clusters Score -632357.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -632360.937500 Penalty: 4269.179688
	Iteration 33Q: 3 clusters Score -632360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -632363.437500 Penalty: 4269.179688
	Iteration 34Q: 3 clusters Score -632363.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -632364.625000 Penalty: 4269.179688
	Iteration 35Q: 3 clusters Score -632364.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -632368.937500 Penalty: 4269.179688
	Iteration 36Q: 3 clusters Score -632368.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -632371.562500 Penalty: 4269.179688
	Iteration 37Q: 3 clusters Score -632371.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -632373.562500 Penalty: 4269.179688
	Iteration 38Q: 3 clusters Score -632373.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -632377.375000 Penalty: 4269.179688
	Iteration 39Q: 3 clusters Score -632377.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -632378.187500 Penalty: 4269.179688
	Iteration 40F: 3 clusters Score -632378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -632382.187500 Penalty: 4269.179688
	Iteration 41Q: 3 clusters Score -632382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -632382.687500 Penalty: 4269.179688
	Iteration 42Q: 3 clusters Score -632382.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -632382.875000 Penalty: 4269.179688
	Iteration 43Q: 3 clusters Score -632382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -632384.125000 Penalty: 4269.179688
	Iteration 44Q: 3 clusters Score -632384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -632384.375000 Penalty: 4269.179688
	Iteration 45Q: 3 clusters Score -632384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -632383.875000 Penalty: 4269.179688
	Iteration 46Q: 3 clusters Score -632383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -632383.875000 Penalty: 4269.179688
	Iteration 47F: 3 clusters Score -632383.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -23497.117188 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -23497.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22456.460938 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -22456.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22557.101562 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -22557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22562.810547 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -22562.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22577.550781 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -22577.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22579.291016 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -22579.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22593.962891 Penalty: 2586.608154
	Iteration 5Q: 3 clusters Score -22593.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22613.126953 Penalty: 2586.608154
	Iteration 6Q: 3 clusters Score -22613.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22613.126953 Penalty: 2586.608154
	Iteration 7F: 3 clusters Score -22613.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -219798.984375 Penalty: 1818.265381
	Iteration 0F: 2 clusters Score -219799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -217496.781250 Penalty: 3636.530762
	Iteration 0F: 3 clusters Score -217496.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -218052.718750 Penalty: 3636.530762
	Iteration 1F: 3 clusters Score -218052.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -218373.171875 Penalty: 3636.530762
	Iteration 2F: 3 clusters Score -218373.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -218561.343750 Penalty: 3636.530762
	Iteration 3F: 3 clusters Score -218561.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -218733.312500 Penalty: 3636.530762
	Iteration 4F: 3 clusters Score -218733.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -218926.640625 Penalty: 3636.530762
	Iteration 5Q: 3 clusters Score -218926.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -219110.750000 Penalty: 3636.530762
	Iteration 6Q: 3 clusters Score -219110.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -219256.296875 Penalty: 3636.530762
	Iteration 7Q: 3 clusters Score -219256.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -219373.843750 Penalty: 3636.530762
	Iteration 8Q: 3 clusters Score -219373.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -219495.984375 Penalty: 3636.530762
	Iteration 9Q: 3 clusters Score -219496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -219566.890625 Penalty: 3636.530762
	Iteration 10Q: 3 clusters Score -219566.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -219604.109375 Penalty: 3636.530762
	Iteration 11Q: 3 clusters Score -219604.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -219631.656250 Penalty: 3636.530762
	Iteration 12Q: 3 clusters Score -219631.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -219645.859375 Penalty: 3636.530762
	Iteration 13Q: 3 clusters Score -219645.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -219658.656250 Penalty: 3636.530762
	Iteration 14Q: 3 clusters Score -219658.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -219691.171875 Penalty: 3636.530762
	Iteration 15Q: 3 clusters Score -219691.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -219739.859375 Penalty: 3636.530762
	Iteration 16Q: 3 clusters Score -219739.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -219807.515625 Penalty: 3636.530762
	Iteration 17Q: 3 clusters Score -219807.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -219832.000000 Penalty: 3636.530762
	Iteration 18Q: 3 clusters Score -219832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -219853.625000 Penalty: 3636.530762
	Iteration 19Q: 3 clusters Score -219853.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -219883.859375 Penalty: 3636.530762
	Iteration 20F: 3 clusters Score -219883.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -219898.875000 Penalty: 3636.530762
	Iteration 21Q: 3 clusters Score -219898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -219904.125000 Penalty: 3636.530762
	Iteration 22Q: 3 clusters Score -219904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -219909.250000 Penalty: 3636.530762
	Iteration 23Q: 3 clusters Score -219909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -219911.156250 Penalty: 3636.530762
	Iteration 24Q: 3 clusters Score -219911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -219911.156250 Penalty: 3636.530762
	Iteration 25F: 3 clusters Score -219911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49269 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81218 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16068 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190893 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 801 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 727 members 
Entering Unmasked Estep 
Score: -133765168.000000 Penalty: 260018.453125
Splitting cluster 70 changes total score from -133766792.000000 to -133765168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -361538.187500 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -361538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -358664.062500 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -358664.1 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -359407.031250 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -359407 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -359661.093750 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -359661.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -359846.843750 Penalty: 3877.542236
	Iteration 3F: 3 clusters Score -359846.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -360005.187500 Penalty: 3877.542236
	Iteration 4F: 3 clusters Score -360005.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -360146.156250 Penalty: 3877.542236
	Iteration 5Q: 3 clusters Score -360146.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -360286.968750 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -360287 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -360387.718750 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -360387.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -360462.343750 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -360462.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -360512.062500 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -360512.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -360549.000000 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -360549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -360576.656250 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -360576.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -360607.000000 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -360607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -360646.468750 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -360646.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -360682.718750 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -360682.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -360716.875000 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -360716.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -360750.000000 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -360750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -360782.593750 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -360782.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -360812.781250 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -360812.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -360846.187500 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -360846.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -360869.843750 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -360869.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -360893.156250 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -360893.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -360911.843750 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -360911.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -360928.625000 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -360928.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -360935.937500 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -360935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -360945.593750 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -360945.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -360961.718750 Penalty: 3877.542236
	Iteration 26Q: 3 clusters Score -360961.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -360992.593750 Penalty: 3877.542236
	Iteration 27Q: 3 clusters Score -360992.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -361056.468750 Penalty: 3877.542236
	Iteration 28Q: 3 clusters Score -361056.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -361103.750000 Penalty: 3877.542236
	Iteration 29Q: 3 clusters Score -361103.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -361165.468750 Penalty: 3877.542236
	Iteration 30Q: 3 clusters Score -361165.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -361212.437500 Penalty: 3877.542236
	Iteration 31Q: 3 clusters Score -361212.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -361238.906250 Penalty: 3877.542236
	Iteration 32Q: 3 clusters Score -361238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -361248.343750 Penalty: 3877.542236
	Iteration 33Q: 3 clusters Score -361248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -361252.375000 Penalty: 3877.542236
	Iteration 34Q: 3 clusters Score -361252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -361253.500000 Penalty: 3877.542236
	Iteration 35Q: 3 clusters Score -361253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -361254.343750 Penalty: 3877.542236
	Iteration 36Q: 3 clusters Score -361254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -361254.562500 Penalty: 3877.542236
	Iteration 37Q: 3 clusters Score -361254.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -361254.562500 Penalty: 3877.542236
	Iteration 38F: 3 clusters Score -361254.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -201142.703125 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -201142.7 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 704 members 
Entering Unmasked Estep 
Score: -198935.406250 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -198935.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199419.062500 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -199419.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -199605.062500 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -199605.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -199726.937500 Penalty: 3598.773438
	Iteration 3F: 3 clusters Score -199726.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -199827.734375 Penalty: 3598.773438
	Iteration 4Q: 3 clusters Score -199827.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -199926.875000 Penalty: 3598.773438
	Iteration 5Q: 3 clusters Score -199926.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -200022.906250 Penalty: 3598.773438
	Iteration 6Q: 3 clusters Score -200022.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -200075.843750 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -200075.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -200133.250000 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -200133.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -200165.296875 Penalty: 3598.773438
	Iteration 9Q: 3 clusters Score -200165.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -200185.500000 Penalty: 3598.773438
	Iteration 10Q: 3 clusters Score -200185.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -200199.546875 Penalty: 3598.773438
	Iteration 11Q: 3 clusters Score -200199.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -200217.531250 Penalty: 3598.773438
	Iteration 12Q: 3 clusters Score -200217.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -200241.140625 Penalty: 3598.773438
	Iteration 13Q: 3 clusters Score -200241.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -200269.640625 Penalty: 3598.773438
	Iteration 14Q: 3 clusters Score -200269.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -200295.078125 Penalty: 3598.773438
	Iteration 15Q: 3 clusters Score -200295.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -200317.593750 Penalty: 3598.773438
	Iteration 16Q: 3 clusters Score -200317.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -200338.375000 Penalty: 3598.773438
	Iteration 17Q: 3 clusters Score -200338.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -200355.171875 Penalty: 3598.773438
	Iteration 18Q: 3 clusters Score -200355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -200370.703125 Penalty: 3598.773438
	Iteration 19Q: 3 clusters Score -200370.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -200389.328125 Penalty: 3598.773438
	Iteration 20F: 3 clusters Score -200389.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -200407.812500 Penalty: 3598.773438
	Iteration 21Q: 3 clusters Score -200407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -200424.687500 Penalty: 3598.773438
	Iteration 22Q: 3 clusters Score -200424.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -200456.859375 Penalty: 3598.773438
	Iteration 23Q: 3 clusters Score -200456.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -200487.843750 Penalty: 3598.773438
	Iteration 24Q: 3 clusters Score -200487.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -200547.312500 Penalty: 3598.773438
	Iteration 25Q: 3 clusters Score -200547.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -200606.281250 Penalty: 3598.773438
	Iteration 26Q: 3 clusters Score -200606.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -200636.750000 Penalty: 3598.773438
	Iteration 27Q: 3 clusters Score -200636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -200641.453125 Penalty: 3598.773438
	Iteration 28Q: 3 clusters Score -200641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -200645.468750 Penalty: 3598.773438
	Iteration 29Q: 3 clusters Score -200645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -200646.812500 Penalty: 3598.773438
	Iteration 30Q: 3 clusters Score -200646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -200648.187500 Penalty: 3598.773438
	Iteration 31Q: 3 clusters Score -200648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -200648.187500 Penalty: 3598.773438
	Iteration 32F: 3 clusters Score -200648.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -298225.250000 Penalty: 1899.006104
	Iteration 0F: 2 clusters Score -298225.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -295550.343750 Penalty: 3798.012207
	Iteration 0F: 3 clusters Score -295550.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -296312.968750 Penalty: 3798.012207
	Iteration 1F: 3 clusters Score -296313 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296659.218750 Penalty: 3798.012207
	Iteration 2F: 3 clusters Score -296659.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -296829.781250 Penalty: 3798.012207
	Iteration 3F: 3 clusters Score -296829.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -296940.312500 Penalty: 3798.012207
	Iteration 4Q: 3 clusters Score -296940.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -297094.531250 Penalty: 3798.012207
	Iteration 5Q: 3 clusters Score -297094.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -297270.531250 Penalty: 3798.012207
	Iteration 6Q: 3 clusters Score -297270.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -297418.625000 Penalty: 3798.012207
	Iteration 7Q: 3 clusters Score -297418.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -297590.531250 Penalty: 3798.012207
	Iteration 8Q: 3 clusters Score -297590.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297712.437500 Penalty: 3798.012207
	Iteration 9Q: 3 clusters Score -297712.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -297790.062500 Penalty: 3798.012207
	Iteration 10Q: 3 clusters Score -297790.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297868.562500 Penalty: 3798.012207
	Iteration 11Q: 3 clusters Score -297868.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -297956.656250 Penalty: 3798.012207
	Iteration 12Q: 3 clusters Score -297956.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -298064.125000 Penalty: 3798.012207
	Iteration 13Q: 3 clusters Score -298064.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -298129.156250 Penalty: 3798.012207
	Iteration 14Q: 3 clusters Score -298129.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -298171.781250 Penalty: 3798.012207
	Iteration 15Q: 3 clusters Score -298171.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -298195.875000 Penalty: 3798.012207
	Iteration 16Q: 3 clusters Score -298195.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -298209.468750 Penalty: 3798.012207
	Iteration 17Q: 3 clusters Score -298209.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -298224.031250 Penalty: 3798.012207
	Iteration 18Q: 3 clusters Score -298224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -298235.187500 Penalty: 3798.012207
	Iteration 19Q: 3 clusters Score -298235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -298242.093750 Penalty: 3798.012207
	Iteration 20F: 3 clusters Score -298242.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -298249.062500 Penalty: 3798.012207
	Iteration 21Q: 3 clusters Score -298249.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -298255.468750 Penalty: 3798.012207
	Iteration 22Q: 3 clusters Score -298255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -298257.156250 Penalty: 3798.012207
	Iteration 23Q: 3 clusters Score -298257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -298261.062500 Penalty: 3798.012207
	Iteration 24Q: 3 clusters Score -298261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -298265.250000 Penalty: 3798.012207
	Iteration 25Q: 3 clusters Score -298265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -298266.468750 Penalty: 3798.012207
	Iteration 26Q: 3 clusters Score -298266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -298269.687500 Penalty: 3798.012207
	Iteration 27Q: 3 clusters Score -298269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -298270.000000 Penalty: 3798.012207
	Iteration 28Q: 3 clusters Score -298270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -298270.000000 Penalty: 3798.012207
	Iteration 29F: 3 clusters Score -298270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 52186 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 175271 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 9841 members 
Mstep: Class 18 contains 49269 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 16825 members 
Mstep: Class 25 contains 22377 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 81218 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 104487 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 8793 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 16068 members 
Mstep: Class 38 contains 3161 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 6330 members 
Mstep: Class 42 contains 5770 members 
Mstep: Class 43 contains 24872 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 5308 members 
Mstep: Class 46 contains 4481 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 6633 members 
Mstep: Class 50 contains 190893 members 
Mstep: Class 51 contains 2793 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 27030 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 6782 members 
Mstep: Class 57 contains 12683 members 
Mstep: Class 58 contains 11146 members 
Mstep: Class 59 contains 562 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 6452 members 
Mstep: Class 62 contains 8641 members 
Mstep: Class 63 contains 448 members 
Mstep: Class 64 contains 6571 members 
Mstep: Class 65 contains 3440 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 1515 members 
Mstep: Class 68 contains 5471 members 
Mstep: Class 69 contains 184 members 
Mstep: Class 70 contains 1528 members 
Mstep: Class 71 contains 2484 members 
Mstep: Class 72 contains 1416 members 
Mstep: Class 73 contains 808 members 
Mstep: Class 74 contains 933 members 
Mstep: Class 75 contains 1308 members 
Entering Unmasked Estep 
Score: -133765208.000000 Penalty: 260018.453125
Splitting cluster 73 changes total score from -133766792.000000 to -133765208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -135989.453125 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -135989.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134131.375000 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -134131.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -134599.828125 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -134599.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -134815.281250 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -134815.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -134959.171875 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -134959.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -135130.765625 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -135130.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -135201.531250 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -135201.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -135230.593750 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -135230.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -135247.593750 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -135247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -135260.484375 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -135260.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -135272.953125 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -135273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -135282.234375 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -135282.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -135294.281250 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -135294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -135307.734375 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -135307.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -135332.921875 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -135332.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -135366.234375 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -135366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -135387.640625 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -135387.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -135407.593750 Penalty: 3391.848877
	Iteration 16Q: 3 clusters Score -135407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -135420.812500 Penalty: 3391.848877
	Iteration 17Q: 3 clusters Score -135420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -135423.406250 Penalty: 3391.848877
	Iteration 18Q: 3 clusters Score -135423.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -135429.640625 Penalty: 3391.848877
	Iteration 19Q: 3 clusters Score -135429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -135438.093750 Penalty: 3391.848877
	Iteration 20F: 3 clusters Score -135438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -135453.578125 Penalty: 3391.848877
	Iteration 21Q: 3 clusters Score -135453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -135457.875000 Penalty: 3391.848877
	Iteration 22Q: 3 clusters Score -135457.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -135461.250000 Penalty: 3391.848877
	Iteration 23Q: 3 clusters Score -135461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -135464.796875 Penalty: 3391.848877
	Iteration 24Q: 3 clusters Score -135464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -135470.531250 Penalty: 3391.848877
	Iteration 25Q: 3 clusters Score -135470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -135476.000000 Penalty: 3391.848877
	Iteration 26Q: 3 clusters Score -135476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -135482.843750 Penalty: 3391.848877
	Iteration 27Q: 3 clusters Score -135482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -135491.515625 Penalty: 3391.848877
	Iteration 28Q: 3 clusters Score -135491.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -135493.828125 Penalty: 3391.848877
	Iteration 29Q: 3 clusters Score -135493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -135493.828125 Penalty: 3391.848877
	Iteration 30F: 3 clusters Score -135493.8 nChanged 0
21->75 Clusters: Score -133766792.000000, best is -133761704.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1178186 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 56038 members 
Mstep: Class 3 contains 56217 members 
Mstep: Class 4 contains 56110 members 
Mstep: Class 5 contains 56445 members 
Mstep: Class 6 contains 55872 members 
Mstep: Class 7 contains 55951 members 
Mstep: Class 8 contains 55987 members 
Mstep: Class 9 contains 56439 members 
Mstep: Class 10 contains 56144 members 
Mstep: Class 11 contains 55945 members 
Mstep: Class 12 contains 56074 members 
Mstep: Class 13 contains 56521 members 
Mstep: Class 14 contains 56293 members 
Mstep: Class 15 contains 55988 members 
Mstep: Class 16 contains 56095 members 
Mstep: Class 17 contains 56008 members 
Mstep: Class 18 contains 56164 members 
Mstep: Class 19 contains 56047 members 
Mstep: Class 20 contains 55897 members 
Mstep: Class 21 contains 55985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 417.064972 but Gain 3466.914062
Score: -123589920.000000 Penalty: 69338.250000
Iteration 0F: 21 clusters Score -1.235899e+08 nChanged 1119507
Entering Unmasked Mstep 
Mstep: Class 0 contains 4668 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 3 contains 108890 members 
Mstep: Class 4 contains 66398 members 
Mstep: Class 5 contains 19966 members 
Mstep: Class 6 contains 51999 members 
Mstep: Class 7 contains 45762 members 
Mstep: Class 8 contains 58200 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 9448 members 
Mstep: Class 12 contains 410469 members 
Mstep: Class 13 contains 56115 members 
Mstep: Class 14 contains 9445 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 64529 members 
Mstep: Class 17 contains 5043 members 
Mstep: Class 18 contains 21690 members 
Mstep: Class 19 contains 41331 members 
Mstep: Class 20 contains 121712 members 
Mstep: Class 21 contains 22861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -129688800.000000 Penalty: 69338.250000
Iteration 1F: 21 clusters Score -1.296888e+08 nChanged 493620
Entering Unmasked Mstep 
Mstep: Class 0 contains 798 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 3 contains 111503 members 
Mstep: Class 4 contains 62194 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 37369 members 
Mstep: Class 7 contains 18562 members 
Mstep: Class 8 contains 57539 members 
Mstep: Class 9 contains 5271 members 
Mstep: Class 10 contains 8978 members 
Mstep: Class 11 contains 5252 members 
Mstep: Class 12 contains 545145 members 
Mstep: Class 13 contains 17585 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 18329 members 
Mstep: Class 16 contains 35066 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 12788 members 
Mstep: Class 19 contains 30388 members 
Mstep: Class 20 contains 128725 members 
Mstep: Class 21 contains 13446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131307832.000000 Penalty: 69338.250000
Iteration 2F: 21 clusters Score -1.313078e+08 nChanged 290032
Entering Unmasked Mstep 
Mstep: Class 0 contains 630 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 3 contains 103181 members 
Mstep: Class 4 contains 69549 members 
Mstep: Class 5 contains 3864 members 
Mstep: Class 6 contains 34009 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 56679 members 
Mstep: Class 9 contains 11915 members 
Mstep: Class 10 contains 15708 members 
Mstep: Class 11 contains 4905 members 
Mstep: Class 12 contains 546677 members 
Mstep: Class 13 contains 15650 members 
Mstep: Class 14 contains 7725 members 
Mstep: Class 15 contains 26701 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 17082 members 
Mstep: Class 19 contains 34208 members 
Mstep: Class 20 contains 117646 members 
Mstep: Class 21 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132004440.000000 Penalty: 69338.250000
Iteration 3F: 21 clusters Score -1.320044e+08 nChanged 181339
Entering Unmasked Mstep 
Mstep: Class 0 contains 622 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 3 contains 97526 members 
Mstep: Class 4 contains 76636 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 38283 members 
Mstep: Class 7 contains 13788 members 
Mstep: Class 8 contains 53200 members 
Mstep: Class 9 contains 18364 members 
Mstep: Class 10 contains 17405 members 
Mstep: Class 11 contains 6355 members 
Mstep: Class 12 contains 521268 members 
Mstep: Class 13 contains 16151 members 
Mstep: Class 14 contains 11680 members 
Mstep: Class 15 contains 30390 members 
Mstep: Class 16 contains 20925 members 
Mstep: Class 17 contains 1994 members 
Mstep: Class 18 contains 19957 members 
Mstep: Class 19 contains 40258 members 
Mstep: Class 20 contains 110057 members 
Mstep: Class 21 contains 8851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132277928.000000 Penalty: 69338.250000
Iteration 4F: 21 clusters Score -1.322779e+08 nChanged 120377
Entering Unmasked Mstep 
Mstep: Class 0 contains 569 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 3 contains 95381 members 
Mstep: Class 4 contains 80796 members 
Mstep: Class 5 contains 6171 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 15865 members 
Mstep: Class 8 contains 50760 members 
Mstep: Class 9 contains 21418 members 
Mstep: Class 10 contains 17772 members 
Mstep: Class 11 contains 7900 members 
Mstep: Class 12 contains 496542 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 14 contains 13536 members 
Mstep: Class 15 contains 31823 members 
Mstep: Class 16 contains 22067 members 
Mstep: Class 17 contains 1638 members 
Mstep: Class 18 contains 22106 members 
Mstep: Class 19 contains 43805 members 
Mstep: Class 20 contains 111477 members 
Mstep: Class 21 contains 8721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132434480.000000 Penalty: 69338.250000
Iteration 5F: 21 clusters Score -1.324345e+08 nChanged 91914
Entering Unmasked Mstep 
Mstep: Class 0 contains 545 members 
Mstep: Class 1 contains 73944 members 
Mstep: Class 3 contains 95566 members 
Mstep: Class 4 contains 82133 members 
Mstep: Class 5 contains 8533 members 
Mstep: Class 6 contains 40530 members 
Mstep: Class 7 contains 19078 members 
Mstep: Class 8 contains 49780 members 
Mstep: Class 9 contains 22635 members 
Mstep: Class 10 contains 17857 members 
Mstep: Class 11 contains 8971 members 
Mstep: Class 12 contains 473717 members 
Mstep: Class 13 contains 16594 members 
Mstep: Class 14 contains 13837 members 
Mstep: Class 15 contains 32349 members 
Mstep: Class 16 contains 24704 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 24206 members 
Mstep: Class 19 contains 45042 members 
Mstep: Class 20 contains 117669 members 
Mstep: Class 21 contains 8919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132544560.000000 Penalty: 69338.250000
Iteration 6F: 21 clusters Score -1.325446e+08 nChanged 76907
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 3 contains 95809 members 
Mstep: Class 4 contains 81392 members 
Mstep: Class 5 contains 11682 members 
Mstep: Class 6 contains 40440 members 
Mstep: Class 7 contains 22456 members 
Mstep: Class 8 contains 50005 members 
Mstep: Class 9 contains 22964 members 
Mstep: Class 10 contains 17892 members 
Mstep: Class 11 contains 9584 members 
Mstep: Class 12 contains 453610 members 
Mstep: Class 13 contains 16450 members 
Mstep: Class 14 contains 13130 members 
Mstep: Class 15 contains 32344 members 
Mstep: Class 16 contains 28120 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 26240 members 
Mstep: Class 19 contains 45240 members 
Mstep: Class 20 contains 125908 members 
Mstep: Class 21 contains 9115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132631024.000000 Penalty: 69338.250000
Iteration 7F: 21 clusters Score -1.32631e+08 nChanged 67213
Entering Unmasked Mstep 
Mstep: Class 0 contains 479 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 3 contains 95595 members 
Mstep: Class 4 contains 79077 members 
Mstep: Class 5 contains 15622 members 
Mstep: Class 6 contains 40120 members 
Mstep: Class 7 contains 25872 members 
Mstep: Class 8 contains 51033 members 
Mstep: Class 9 contains 22990 members 
Mstep: Class 10 contains 17937 members 
Mstep: Class 11 contains 9700 members 
Mstep: Class 12 contains 436165 members 
Mstep: Class 13 contains 16045 members 
Mstep: Class 14 contains 12408 members 
Mstep: Class 15 contains 32176 members 
Mstep: Class 16 contains 31761 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 27844 members 
Mstep: Class 19 contains 45067 members 
Mstep: Class 20 contains 134605 members 
Mstep: Class 21 contains 9125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132715056.000000 Penalty: 69338.250000
Iteration 8F: 21 clusters Score -1.327151e+08 nChanged 57099
Entering Unmasked Mstep 
Mstep: Class 0 contains 452 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 3 contains 94366 members 
Mstep: Class 4 contains 76469 members 
Mstep: Class 5 contains 17995 members 
Mstep: Class 6 contains 39512 members 
Mstep: Class 7 contains 29019 members 
Mstep: Class 8 contains 52256 members 
Mstep: Class 9 contains 22898 members 
Mstep: Class 10 contains 17974 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 422666 members 
Mstep: Class 13 contains 15709 members 
Mstep: Class 14 contains 13638 members 
Mstep: Class 15 contains 31746 members 
Mstep: Class 16 contains 35287 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 28731 members 
Mstep: Class 19 contains 44887 members 
Mstep: Class 20 contains 142417 members 
Mstep: Class 21 contains 8821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132777032.000000 Penalty: 69338.250000
Iteration 9Q: 21 clusters Score -1.32777e+08 nChanged 49680
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 3 contains 92475 members 
Mstep: Class 4 contains 73830 members 
Mstep: Class 5 contains 19660 members 
Mstep: Class 6 contains 38768 members 
Mstep: Class 7 contains 32121 members 
Mstep: Class 8 contains 53555 members 
Mstep: Class 9 contains 22852 members 
Mstep: Class 10 contains 18000 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 411059 members 
Mstep: Class 13 contains 15522 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 31212 members 
Mstep: Class 16 contains 39007 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 29321 members 
Mstep: Class 19 contains 44890 members 
Mstep: Class 20 contains 149942 members 
Mstep: Class 21 contains 8310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132823208.000000 Penalty: 69338.250000
Iteration 10Q: 21 clusters Score -1.328232e+08 nChanged 44771
Entering Unmasked Mstep 
Mstep: Class 0 contains 433 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 3 contains 90638 members 
Mstep: Class 4 contains 71116 members 
Mstep: Class 5 contains 21104 members 
Mstep: Class 6 contains 37914 members 
Mstep: Class 7 contains 35252 members 
Mstep: Class 8 contains 54847 members 
Mstep: Class 9 contains 22819 members 
Mstep: Class 10 contains 18029 members 
Mstep: Class 11 contains 9485 members 
Mstep: Class 12 contains 399932 members 
Mstep: Class 13 contains 15521 members 
Mstep: Class 14 contains 15172 members 
Mstep: Class 15 contains 30758 members 
Mstep: Class 16 contains 42960 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 29692 members 
Mstep: Class 19 contains 44869 members 
Mstep: Class 20 contains 157409 members 
Mstep: Class 21 contains 7679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132863008.000000 Penalty: 69338.250000
Iteration 11Q: 21 clusters Score -1.32863e+08 nChanged 42852
Entering Unmasked Mstep 
Mstep: Class 0 contains 431 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 3 contains 88957 members 
Mstep: Class 4 contains 68196 members 
Mstep: Class 5 contains 22269 members 
Mstep: Class 6 contains 36946 members 
Mstep: Class 7 contains 38250 members 
Mstep: Class 8 contains 56629 members 
Mstep: Class 9 contains 22903 members 
Mstep: Class 10 contains 18047 members 
Mstep: Class 11 contains 10488 members 
Mstep: Class 12 contains 388714 members 
Mstep: Class 13 contains 15555 members 
Mstep: Class 14 contains 15438 members 
Mstep: Class 15 contains 30362 members 
Mstep: Class 16 contains 47273 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 29754 members 
Mstep: Class 19 contains 44839 members 
Mstep: Class 20 contains 165149 members 
Mstep: Class 21 contains 7015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132892768.000000 Penalty: 69338.250000
Iteration 12Q: 21 clusters Score -1.328928e+08 nChanged 40556
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 3 contains 87874 members 
Mstep: Class 4 contains 64979 members 
Mstep: Class 5 contains 23257 members 
Mstep: Class 6 contains 35855 members 
Mstep: Class 7 contains 41038 members 
Mstep: Class 8 contains 58227 members 
Mstep: Class 9 contains 23100 members 
Mstep: Class 10 contains 18069 members 
Mstep: Class 11 contains 11351 members 
Mstep: Class 12 contains 377224 members 
Mstep: Class 13 contains 15740 members 
Mstep: Class 14 contains 15656 members 
Mstep: Class 15 contains 30019 members 
Mstep: Class 16 contains 51587 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 18 contains 29560 members 
Mstep: Class 19 contains 44795 members 
Mstep: Class 20 contains 173661 members 
Mstep: Class 21 contains 6434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132912360.000000 Penalty: 69338.250000
Iteration 13Q: 21 clusters Score -1.329124e+08 nChanged 38181
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 3 contains 87367 members 
Mstep: Class 4 contains 61910 members 
Mstep: Class 5 contains 24288 members 
Mstep: Class 6 contains 34830 members 
Mstep: Class 7 contains 44076 members 
Mstep: Class 8 contains 59446 members 
Mstep: Class 9 contains 23366 members 
Mstep: Class 10 contains 18112 members 
Mstep: Class 11 contains 12116 members 
Mstep: Class 12 contains 363424 members 
Mstep: Class 13 contains 16082 members 
Mstep: Class 14 contains 15822 members 
Mstep: Class 15 contains 29727 members 
Mstep: Class 16 contains 55560 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 29271 members 
Mstep: Class 19 contains 44765 members 
Mstep: Class 20 contains 182794 members 
Mstep: Class 21 contains 6005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132936320.000000 Penalty: 69338.250000
Iteration 14Q: 21 clusters Score -1.329363e+08 nChanged 35100
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 3 contains 87371 members 
Mstep: Class 4 contains 58928 members 
Mstep: Class 5 contains 25463 members 
Mstep: Class 6 contains 33781 members 
Mstep: Class 7 contains 47108 members 
Mstep: Class 8 contains 60392 members 
Mstep: Class 9 contains 23563 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 12777 members 
Mstep: Class 12 contains 349643 members 
Mstep: Class 13 contains 16484 members 
Mstep: Class 14 contains 15941 members 
Mstep: Class 15 contains 29458 members 
Mstep: Class 16 contains 58933 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 29030 members 
Mstep: Class 19 contains 44765 members 
Mstep: Class 20 contains 191213 members 
Mstep: Class 21 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132959624.000000 Penalty: 69338.250000
Iteration 15Q: 21 clusters Score -1.329596e+08 nChanged 33165
Entering Unmasked Mstep 
Mstep: Class 0 contains 431 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 3 contains 87645 members 
Mstep: Class 4 contains 56239 members 
Mstep: Class 5 contains 26597 members 
Mstep: Class 6 contains 32766 members 
Mstep: Class 7 contains 50229 members 
Mstep: Class 8 contains 61111 members 
Mstep: Class 9 contains 23737 members 
Mstep: Class 10 contains 18152 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 336169 members 
Mstep: Class 13 contains 16918 members 
Mstep: Class 14 contains 16036 members 
Mstep: Class 15 contains 29225 members 
Mstep: Class 16 contains 61546 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 28972 members 
Mstep: Class 19 contains 44876 members 
Mstep: Class 20 contains 199104 members 
Mstep: Class 21 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132976560.000000 Penalty: 69338.250000
Iteration 16Q: 21 clusters Score -1.329766e+08 nChanged 32220
Entering Unmasked Mstep 
Mstep: Class 0 contains 433 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 3 contains 88313 members 
Mstep: Class 4 contains 53687 members 
Mstep: Class 5 contains 27654 members 
Mstep: Class 6 contains 31876 members 
Mstep: Class 7 contains 53514 members 
Mstep: Class 8 contains 61716 members 
Mstep: Class 9 contains 23814 members 
Mstep: Class 10 contains 18171 members 
Mstep: Class 11 contains 13720 members 
Mstep: Class 12 contains 322506 members 
Mstep: Class 13 contains 17356 members 
Mstep: Class 14 contains 16100 members 
Mstep: Class 15 contains 29038 members 
Mstep: Class 16 contains 63537 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 18 contains 29068 members 
Mstep: Class 19 contains 45087 members 
Mstep: Class 20 contains 206852 members 
Mstep: Class 21 contains 5826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132993264.000000 Penalty: 69338.250000
Iteration 17Q: 21 clusters Score -1.329933e+08 nChanged 30807
Entering Unmasked Mstep 
Mstep: Class 0 contains 434 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 3 contains 89364 members 
Mstep: Class 4 contains 51304 members 
Mstep: Class 5 contains 28454 members 
Mstep: Class 6 contains 31047 members 
Mstep: Class 7 contains 56969 members 
Mstep: Class 8 contains 62177 members 
Mstep: Class 9 contains 23834 members 
Mstep: Class 10 contains 18175 members 
Mstep: Class 11 contains 14115 members 
Mstep: Class 12 contains 309040 members 
Mstep: Class 13 contains 17772 members 
Mstep: Class 14 contains 16138 members 
Mstep: Class 15 contains 28902 members 
Mstep: Class 16 contains 64938 members 
Mstep: Class 17 contains 1313 members 
Mstep: Class 18 contains 29392 members 
Mstep: Class 19 contains 45391 members 
Mstep: Class 20 contains 214304 members 
Mstep: Class 21 contains 5972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133009152.000000 Penalty: 69338.250000
Iteration 18Q: 21 clusters Score -1.330092e+08 nChanged 28911
Entering Unmasked Mstep 
Mstep: Class 0 contains 442 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 3 contains 90686 members 
Mstep: Class 4 contains 49003 members 
Mstep: Class 5 contains 29088 members 
Mstep: Class 6 contains 30340 members 
Mstep: Class 7 contains 60399 members 
Mstep: Class 8 contains 62555 members 
Mstep: Class 9 contains 23833 members 
Mstep: Class 10 contains 18177 members 
Mstep: Class 11 contains 14455 members 
Mstep: Class 12 contains 296581 members 
Mstep: Class 13 contains 18118 members 
Mstep: Class 14 contains 16152 members 
Mstep: Class 15 contains 28823 members 
Mstep: Class 16 contains 65883 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 29826 members 
Mstep: Class 19 contains 45813 members 
Mstep: Class 20 contains 220887 members 
Mstep: Class 21 contains 6154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133022168.000000 Penalty: 69338.250000
Iteration 19Q: 21 clusters Score -1.330222e+08 nChanged 26745
Entering Unmasked Mstep 
Mstep: Class 0 contains 448 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 3 contains 92298 members 
Mstep: Class 4 contains 46817 members 
Mstep: Class 5 contains 29563 members 
Mstep: Class 6 contains 29735 members 
Mstep: Class 7 contains 63772 members 
Mstep: Class 8 contains 62942 members 
Mstep: Class 9 contains 23802 members 
Mstep: Class 10 contains 18182 members 
Mstep: Class 11 contains 14765 members 
Mstep: Class 12 contains 285226 members 
Mstep: Class 13 contains 18507 members 
Mstep: Class 14 contains 16165 members 
Mstep: Class 15 contains 28749 members 
Mstep: Class 16 contains 66526 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 30330 members 
Mstep: Class 19 contains 46197 members 
Mstep: Class 20 contains 226433 members 
Mstep: Class 21 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133037976.000000 Penalty: 69338.250000
Iteration 20F: 21 clusters Score -1.33038e+08 nChanged 29994
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 3 contains 94296 members 
Mstep: Class 4 contains 44275 members 
Mstep: Class 5 contains 30067 members 
Mstep: Class 6 contains 29129 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 63434 members 
Mstep: Class 9 contains 23779 members 
Mstep: Class 10 contains 18181 members 
Mstep: Class 11 contains 15439 members 
Mstep: Class 12 contains 271093 members 
Mstep: Class 13 contains 18798 members 
Mstep: Class 14 contains 16175 members 
Mstep: Class 15 contains 28666 members 
Mstep: Class 16 contains 66535 members 
Mstep: Class 17 contains 1348 members 
Mstep: Class 18 contains 30772 members 
Mstep: Class 19 contains 46499 members 
Mstep: Class 20 contains 235246 members 
Mstep: Class 21 contains 6461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133055184.000000 Penalty: 69338.250000
Iteration 21Q: 21 clusters Score -1.330552e+08 nChanged 30737
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 3 contains 96668 members 
Mstep: Class 4 contains 41777 members 
Mstep: Class 5 contains 30479 members 
Mstep: Class 6 contains 28582 members 
Mstep: Class 7 contains 70036 members 
Mstep: Class 8 contains 64061 members 
Mstep: Class 9 contains 23781 members 
Mstep: Class 10 contains 18215 members 
Mstep: Class 11 contains 15910 members 
Mstep: Class 12 contains 257269 members 
Mstep: Class 13 contains 19222 members 
Mstep: Class 14 contains 16164 members 
Mstep: Class 15 contains 28557 members 
Mstep: Class 16 contains 66472 members 
Mstep: Class 17 contains 1332 members 
Mstep: Class 18 contains 31214 members 
Mstep: Class 19 contains 46941 members 
Mstep: Class 20 contains 243509 members 
Mstep: Class 21 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133070064.000000 Penalty: 69338.250000
Iteration 22Q: 21 clusters Score -1.330701e+08 nChanged 30289
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 3 contains 99458 members 
Mstep: Class 4 contains 39347 members 
Mstep: Class 5 contains 30827 members 
Mstep: Class 6 contains 28046 members 
Mstep: Class 7 contains 72674 members 
Mstep: Class 8 contains 64808 members 
Mstep: Class 9 contains 23867 members 
Mstep: Class 10 contains 18234 members 
Mstep: Class 11 contains 16288 members 
Mstep: Class 12 contains 244664 members 
Mstep: Class 13 contains 19703 members 
Mstep: Class 14 contains 16140 members 
Mstep: Class 15 contains 28448 members 
Mstep: Class 16 contains 66385 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 31682 members 
Mstep: Class 19 contains 47256 members 
Mstep: Class 20 contains 250558 members 
Mstep: Class 21 contains 6698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133083960.000000 Penalty: 69338.250000
Iteration 23Q: 21 clusters Score -1.33084e+08 nChanged 28549
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 3 contains 102266 members 
Mstep: Class 4 contains 37054 members 
Mstep: Class 5 contains 31107 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 75072 members 
Mstep: Class 8 contains 65710 members 
Mstep: Class 9 contains 23914 members 
Mstep: Class 10 contains 18239 members 
Mstep: Class 11 contains 16588 members 
Mstep: Class 12 contains 232984 members 
Mstep: Class 13 contains 20166 members 
Mstep: Class 14 contains 16078 members 
Mstep: Class 15 contains 28352 members 
Mstep: Class 16 contains 66308 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 18 contains 32151 members 
Mstep: Class 19 contains 47438 members 
Mstep: Class 20 contains 257000 members 
Mstep: Class 21 contains 6786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133098400.000000 Penalty: 69338.250000
Iteration 24Q: 21 clusters Score -1.330984e+08 nChanged 27383
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 3 contains 104897 members 
Mstep: Class 4 contains 34716 members 
Mstep: Class 5 contains 31346 members 
Mstep: Class 6 contains 27034 members 
Mstep: Class 7 contains 77109 members 
Mstep: Class 8 contains 66760 members 
Mstep: Class 9 contains 23950 members 
Mstep: Class 10 contains 18239 members 
Mstep: Class 11 contains 16834 members 
Mstep: Class 12 contains 222710 members 
Mstep: Class 13 contains 20603 members 
Mstep: Class 14 contains 16026 members 
Mstep: Class 15 contains 28264 members 
Mstep: Class 16 contains 66222 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 32643 members 
Mstep: Class 19 contains 47605 members 
Mstep: Class 20 contains 262545 members 
Mstep: Class 21 contains 6862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133111736.000000 Penalty: 69338.250000
Iteration 25Q: 21 clusters Score -1.331117e+08 nChanged 25907
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 3 contains 107494 members 
Mstep: Class 4 contains 32337 members 
Mstep: Class 5 contains 31575 members 
Mstep: Class 6 contains 26542 members 
Mstep: Class 7 contains 79000 members 
Mstep: Class 8 contains 67913 members 
Mstep: Class 9 contains 23966 members 
Mstep: Class 10 contains 18242 members 
Mstep: Class 11 contains 17010 members 
Mstep: Class 12 contains 213685 members 
Mstep: Class 13 contains 21000 members 
Mstep: Class 14 contains 15968 members 
Mstep: Class 15 contains 28188 members 
Mstep: Class 16 contains 66239 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 33143 members 
Mstep: Class 19 contains 47644 members 
Mstep: Class 20 contains 267048 members 
Mstep: Class 21 contains 7001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133122088.000000 Penalty: 69338.250000
Iteration 26Q: 21 clusters Score -1.331221e+08 nChanged 24496
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 3 contains 110056 members 
Mstep: Class 4 contains 30210 members 
Mstep: Class 5 contains 31745 members 
Mstep: Class 6 contains 26021 members 
Mstep: Class 7 contains 80720 members 
Mstep: Class 8 contains 69016 members 
Mstep: Class 9 contains 23979 members 
Mstep: Class 10 contains 18243 members 
Mstep: Class 11 contains 17131 members 
Mstep: Class 12 contains 205787 members 
Mstep: Class 13 contains 21313 members 
Mstep: Class 14 contains 15921 members 
Mstep: Class 15 contains 28099 members 
Mstep: Class 16 contains 66268 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 33647 members 
Mstep: Class 19 contains 47583 members 
Mstep: Class 20 contains 270643 members 
Mstep: Class 21 contains 7233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133131216.000000 Penalty: 69338.250000
Iteration 27Q: 21 clusters Score -1.331312e+08 nChanged 23085
Entering Unmasked Mstep 
Mstep: Class 0 contains 481 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 3 contains 112529 members 
Mstep: Class 4 contains 28374 members 
Mstep: Class 5 contains 31802 members 
Mstep: Class 6 contains 25488 members 
Mstep: Class 7 contains 82391 members 
Mstep: Class 8 contains 70029 members 
Mstep: Class 9 contains 24022 members 
Mstep: Class 10 contains 18246 members 
Mstep: Class 11 contains 17172 members 
Mstep: Class 12 contains 198730 members 
Mstep: Class 13 contains 21568 members 
Mstep: Class 14 contains 15870 members 
Mstep: Class 15 contains 28012 members 
Mstep: Class 16 contains 66358 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 34154 members 
Mstep: Class 19 contains 47464 members 
Mstep: Class 20 contains 273444 members 
Mstep: Class 21 contains 7626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133139912.000000 Penalty: 69338.250000
Iteration 28Q: 21 clusters Score -1.331399e+08 nChanged 21808
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 3 contains 114940 members 
Mstep: Class 4 contains 26947 members 
Mstep: Class 5 contains 31686 members 
Mstep: Class 6 contains 24988 members 
Mstep: Class 7 contains 83977 members 
Mstep: Class 8 contains 70889 members 
Mstep: Class 9 contains 24042 members 
Mstep: Class 10 contains 18250 members 
Mstep: Class 11 contains 17137 members 
Mstep: Class 12 contains 192302 members 
Mstep: Class 13 contains 21799 members 
Mstep: Class 14 contains 15815 members 
Mstep: Class 15 contains 27913 members 
Mstep: Class 16 contains 66436 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 34649 members 
Mstep: Class 19 contains 47217 members 
Mstep: Class 20 contains 275782 members 
Mstep: Class 21 contains 8158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133147192.000000 Penalty: 69338.250000
Iteration 29Q: 21 clusters Score -1.331472e+08 nChanged 21173
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 3 contains 117029 members 
Mstep: Class 4 contains 25800 members 
Mstep: Class 5 contains 31472 members 
Mstep: Class 6 contains 24538 members 
Mstep: Class 7 contains 85756 members 
Mstep: Class 8 contains 71677 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 18248 members 
Mstep: Class 11 contains 17044 members 
Mstep: Class 12 contains 186165 members 
Mstep: Class 13 contains 22062 members 
Mstep: Class 14 contains 15747 members 
Mstep: Class 15 contains 27935 members 
Mstep: Class 16 contains 66442 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 35078 members 
Mstep: Class 19 contains 46884 members 
Mstep: Class 20 contains 277656 members 
Mstep: Class 21 contains 8951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133152704.000000 Penalty: 69338.250000
Iteration 30Q: 21 clusters Score -1.331527e+08 nChanged 20163
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 3 contains 118833 members 
Mstep: Class 4 contains 24867 members 
Mstep: Class 5 contains 31188 members 
Mstep: Class 6 contains 24162 members 
Mstep: Class 7 contains 87766 members 
Mstep: Class 8 contains 72453 members 
Mstep: Class 9 contains 24116 members 
Mstep: Class 10 contains 18251 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 180078 members 
Mstep: Class 13 contains 22339 members 
Mstep: Class 14 contains 15713 members 
Mstep: Class 15 contains 28029 members 
Mstep: Class 16 contains 66371 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 35469 members 
Mstep: Class 19 contains 46455 members 
Mstep: Class 20 contains 279150 members 
Mstep: Class 21 contains 9978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133159224.000000 Penalty: 69338.250000
Iteration 31Q: 21 clusters Score -1.331592e+08 nChanged 18820
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 3 contains 120375 members 
Mstep: Class 4 contains 24045 members 
Mstep: Class 5 contains 30859 members 
Mstep: Class 6 contains 23894 members 
Mstep: Class 7 contains 89903 members 
Mstep: Class 8 contains 73354 members 
Mstep: Class 9 contains 24185 members 
Mstep: Class 10 contains 18251 members 
Mstep: Class 11 contains 16840 members 
Mstep: Class 12 contains 173942 members 
Mstep: Class 13 contains 22641 members 
Mstep: Class 14 contains 15667 members 
Mstep: Class 15 contains 28180 members 
Mstep: Class 16 contains 66269 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 35777 members 
Mstep: Class 19 contains 45964 members 
Mstep: Class 20 contains 280457 members 
Mstep: Class 21 contains 11109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133165168.000000 Penalty: 69338.250000
Iteration 32Q: 21 clusters Score -1.331652e+08 nChanged 18004
Entering Unmasked Mstep 
Mstep: Class 0 contains 487 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 3 contains 121707 members 
Mstep: Class 4 contains 23441 members 
Mstep: Class 5 contains 30513 members 
Mstep: Class 6 contains 23691 members 
Mstep: Class 7 contains 92179 members 
Mstep: Class 8 contains 74505 members 
Mstep: Class 9 contains 24239 members 
Mstep: Class 10 contains 18253 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 167757 members 
Mstep: Class 13 contains 22948 members 
Mstep: Class 14 contains 15631 members 
Mstep: Class 15 contains 28328 members 
Mstep: Class 16 contains 66129 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 36067 members 
Mstep: Class 19 contains 45415 members 
Mstep: Class 20 contains 281753 members 
Mstep: Class 21 contains 11963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133169968.000000 Penalty: 69338.250000
Iteration 33Q: 21 clusters Score -1.3317e+08 nChanged 17350
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 3 contains 122999 members 
Mstep: Class 4 contains 23010 members 
Mstep: Class 5 contains 30136 members 
Mstep: Class 6 contains 23557 members 
Mstep: Class 7 contains 94690 members 
Mstep: Class 8 contains 75891 members 
Mstep: Class 9 contains 24276 members 
Mstep: Class 10 contains 18252 members 
Mstep: Class 11 contains 16589 members 
Mstep: Class 12 contains 161437 members 
Mstep: Class 13 contains 23242 members 
Mstep: Class 14 contains 15598 members 
Mstep: Class 15 contains 28445 members 
Mstep: Class 16 contains 66003 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 36340 members 
Mstep: Class 19 contains 44790 members 
Mstep: Class 20 contains 282949 members 
Mstep: Class 21 contains 12496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133174128.000000 Penalty: 69338.250000
Iteration 34Q: 21 clusters Score -1.331741e+08 nChanged 16802
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 3 contains 124356 members 
Mstep: Class 4 contains 22699 members 
Mstep: Class 5 contains 29843 members 
Mstep: Class 6 contains 23478 members 
Mstep: Class 7 contains 97505 members 
Mstep: Class 8 contains 77290 members 
Mstep: Class 9 contains 24342 members 
Mstep: Class 10 contains 18256 members 
Mstep: Class 11 contains 16454 members 
Mstep: Class 12 contains 154724 members 
Mstep: Class 13 contains 23515 members 
Mstep: Class 14 contains 15566 members 
Mstep: Class 15 contains 28564 members 
Mstep: Class 16 contains 65871 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 36578 members 
Mstep: Class 19 contains 44099 members 
Mstep: Class 20 contains 284120 members 
Mstep: Class 21 contains 12830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133179280.000000 Penalty: 69338.250000
Iteration 35Q: 21 clusters Score -1.331793e+08 nChanged 16826
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 3 contains 125888 members 
Mstep: Class 4 contains 22540 members 
Mstep: Class 5 contains 29554 members 
Mstep: Class 6 contains 23402 members 
Mstep: Class 7 contains 100858 members 
Mstep: Class 8 contains 78694 members 
Mstep: Class 9 contains 24385 members 
Mstep: Class 10 contains 18257 members 
Mstep: Class 11 contains 16327 members 
Mstep: Class 12 contains 147412 members 
Mstep: Class 13 contains 23764 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 28690 members 
Mstep: Class 16 contains 65694 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 36796 members 
Mstep: Class 19 contains 43304 members 
Mstep: Class 20 contains 285384 members 
Mstep: Class 21 contains 13019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133184720.000000 Penalty: 69338.250000
Iteration 36Q: 21 clusters Score -1.331847e+08 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 3 contains 127317 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 29305 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 104995 members 
Mstep: Class 8 contains 80010 members 
Mstep: Class 9 contains 24417 members 
Mstep: Class 10 contains 18257 members 
Mstep: Class 11 contains 16170 members 
Mstep: Class 12 contains 139780 members 
Mstep: Class 13 contains 23883 members 
Mstep: Class 14 contains 15531 members 
Mstep: Class 15 contains 28811 members 
Mstep: Class 16 contains 65477 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 36968 members 
Mstep: Class 19 contains 42426 members 
Mstep: Class 20 contains 286636 members 
Mstep: Class 21 contains 13154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133189504.000000 Penalty: 69338.250000
Iteration 37Q: 21 clusters Score -1.331895e+08 nChanged 16164
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 3 contains 128687 members 
Mstep: Class 4 contains 22410 members 
Mstep: Class 5 contains 29061 members 
Mstep: Class 6 contains 23344 members 
Mstep: Class 7 contains 109906 members 
Mstep: Class 8 contains 81225 members 
Mstep: Class 9 contains 24423 members 
Mstep: Class 10 contains 18261 members 
Mstep: Class 11 contains 16024 members 
Mstep: Class 12 contains 131640 members 
Mstep: Class 13 contains 23967 members 
Mstep: Class 14 contains 15529 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 16 contains 65269 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 37140 members 
Mstep: Class 19 contains 41516 members 
Mstep: Class 20 contains 287901 members 
Mstep: Class 21 contains 13237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133193384.000000 Penalty: 69338.250000
Iteration 38Q: 21 clusters Score -1.331934e+08 nChanged 16058
Entering ConstructFrom: 
Score: -133193384.000000 Penalty: 69338.250000
Entering ConstructFrom: 
Trying to split cluster 1 (78261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Entering Unmasked Estep 
Score: -9274657.000000 Penalty: 2794.415771
	Iteration 0F: 2 clusters Score -9274657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -9222739.000000 Penalty: 5588.831543
	Iteration 0F: 3 clusters Score -9222739 nChanged 36501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -9243722.000000 Penalty: 5588.831543
	Iteration 1F: 3 clusters Score -9243722 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -9245204.000000 Penalty: 5588.831543
	Iteration 2Q: 3 clusters Score -9245204 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -9247537.000000 Penalty: 5588.831543
	Iteration 3Q: 3 clusters Score -9247537 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -9250899.000000 Penalty: 5588.831543
	Iteration 4F: 3 clusters Score -9250899 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -9255843.000000 Penalty: 5588.831543
	Iteration 5F: 3 clusters Score -9255843 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -9262767.000000 Penalty: 5588.831543
	Iteration 6F: 3 clusters Score -9262767 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -9270281.000000 Penalty: 5588.831543
	Iteration 7F: 3 clusters Score -9270281 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -9274553.000000 Penalty: 5588.831543
	Iteration 8F: 3 clusters Score -9274553 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -9276146.000000 Penalty: 5588.831543
	Iteration 9Q: 3 clusters Score -9276146 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -9276914.000000 Penalty: 5588.831543
	Iteration 10Q: 3 clusters Score -9276914 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -9277340.000000 Penalty: 5588.831543
	Iteration 11Q: 3 clusters Score -9277340 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -9277481.000000 Penalty: 5588.831543
	Iteration 12Q: 3 clusters Score -9277481 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -9277786.000000 Penalty: 5588.831543
	Iteration 13Q: 3 clusters Score -9277786 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -9277982.000000 Penalty: 5588.831543
	Iteration 14Q: 3 clusters Score -9277982 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -9278217.000000 Penalty: 5588.831543
	Iteration 15Q: 3 clusters Score -9278217 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -9278429.000000 Penalty: 5588.831543
	Iteration 16Q: 3 clusters Score -9278429 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -9278682.000000 Penalty: 5588.831543
	Iteration 17Q: 3 clusters Score -9278682 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -9279005.000000 Penalty: 5588.831543
	Iteration 18Q: 3 clusters Score -9279005 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -9279431.000000 Penalty: 5588.831543
	Iteration 19Q: 3 clusters Score -9279431 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -9279949.000000 Penalty: 5588.831543
	Iteration 20F: 3 clusters Score -9279949 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -9280693.000000 Penalty: 5588.831543
	Iteration 21Q: 3 clusters Score -9280693 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -9281759.000000 Penalty: 5588.831543
	Iteration 22Q: 3 clusters Score -9281759 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -9282792.000000 Penalty: 5588.831543
	Iteration 23Q: 3 clusters Score -9282792 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -9283594.000000 Penalty: 5588.831543
	Iteration 24Q: 3 clusters Score -9283594 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -9283987.000000 Penalty: 5588.831543
	Iteration 25Q: 3 clusters Score -9283987 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -9284175.000000 Penalty: 5588.831543
	Iteration 26Q: 3 clusters Score -9284175 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -9284290.000000 Penalty: 5588.831543
	Iteration 27Q: 3 clusters Score -9284290 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -9284320.000000 Penalty: 5588.831543
	Iteration 28Q: 3 clusters Score -9284320 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -9284321.000000 Penalty: 5588.831543
	Iteration 29Q: 3 clusters Score -9284321 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -9284351.000000 Penalty: 5588.831543
	Iteration 30Q: 3 clusters Score -9284351 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -9284379.000000 Penalty: 5588.831543
	Iteration 31Q: 3 clusters Score -9284379 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -9284371.000000 Penalty: 5588.831543
	Iteration 32Q: 3 clusters Score -9284371 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -9284384.000000 Penalty: 5588.831543
	Iteration 33Q: 3 clusters Score -9284384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -9284409.000000 Penalty: 5588.831543
	Iteration 34Q: 3 clusters Score -9284409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -9284402.000000 Penalty: 5588.831543
	Iteration 35Q: 3 clusters Score -9284402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -9284411.000000 Penalty: 5588.831543
	Iteration 36Q: 3 clusters Score -9284411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -9284397.000000 Penalty: 5588.831543
	Iteration 37Q: 3 clusters Score -9284397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -9284399.000000 Penalty: 5588.831543
	Iteration 38Q: 3 clusters Score -9284399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -9284389.000000 Penalty: 5588.831543
	Iteration 39Q: 3 clusters Score -9284389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -9284391.000000 Penalty: 5588.831543
	Iteration 40F: 3 clusters Score -9284391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -9284391.000000 Penalty: 5588.831543
	Iteration 41Q: 3 clusters Score -9284391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -9284399.000000 Penalty: 5588.831543
	Iteration 42Q: 3 clusters Score -9284399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -9284395.000000 Penalty: 5588.831543
	Iteration 43Q: 3 clusters Score -9284395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -9284413.000000 Penalty: 5588.831543
	Iteration 44Q: 3 clusters Score -9284413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -9284405.000000 Penalty: 5588.831543
	Iteration 45Q: 3 clusters Score -9284405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -9284410.000000 Penalty: 5588.831543
	Iteration 46Q: 3 clusters Score -9284410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -9284411.000000 Penalty: 5588.831543
	Iteration 47Q: 3 clusters Score -9284411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -9284415.000000 Penalty: 5588.831543
	Iteration 48Q: 3 clusters Score -9284415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -9284417.000000 Penalty: 5588.831543
	Iteration 49Q: 3 clusters Score -9284417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -9284411.000000 Penalty: 5588.831543
	Iteration 50Q: 3 clusters Score -9284411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -9284411.000000 Penalty: 5588.831543
	Iteration 51Q: 3 clusters Score -9284411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -9284411.000000 Penalty: 5588.831543
	Iteration 52F: 3 clusters Score -9284411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 130022 members 
Mstep: Class 4 contains 22422 members 
Mstep: Class 5 contains 28844 members 
Mstep: Class 6 contains 23290 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 82411 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 18259 members 
Mstep: Class 11 contains 15875 members 
Mstep: Class 12 contains 122979 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Entering Unmasked Estep 
Score: -133204616.000000 Penalty: 72805.164062
Splitting cluster 1 changes total score from -133193384.000000 to -133204616.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (130022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130022 members 
Entering Unmasked Estep 
Score: -14945827.000000 Penalty: 2920.313965
	Iteration 0F: 2 clusters Score -1.494583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -14858913.000000 Penalty: 5840.627930
	Iteration 0F: 3 clusters Score -1.485891e+07 nChanged 61952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -14897702.000000 Penalty: 5840.627930
	Iteration 1F: 3 clusters Score -1.48977e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -14902480.000000 Penalty: 5840.627930
	Iteration 2F: 3 clusters Score -1.490248e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -14909344.000000 Penalty: 5840.627930
	Iteration 3F: 3 clusters Score -1.490934e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -14916338.000000 Penalty: 5840.627930
	Iteration 4F: 3 clusters Score -1.491634e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -14922136.000000 Penalty: 5840.627930
	Iteration 5F: 3 clusters Score -1.492214e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -14926383.000000 Penalty: 5840.627930
	Iteration 6F: 3 clusters Score -1.492638e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -14929431.000000 Penalty: 5840.627930
	Iteration 7Q: 3 clusters Score -1.492943e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -14932164.000000 Penalty: 5840.627930
	Iteration 8Q: 3 clusters Score -1.493216e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -14934551.000000 Penalty: 5840.627930
	Iteration 9Q: 3 clusters Score -1.493455e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -14936967.000000 Penalty: 5840.627930
	Iteration 10Q: 3 clusters Score -1.493697e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -14939616.000000 Penalty: 5840.627930
	Iteration 11Q: 3 clusters Score -1.493962e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -14942879.000000 Penalty: 5840.627930
	Iteration 12Q: 3 clusters Score -1.494288e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -14946518.000000 Penalty: 5840.627930
	Iteration 13Q: 3 clusters Score -1.494652e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -14949425.000000 Penalty: 5840.627930
	Iteration 14Q: 3 clusters Score -1.494942e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -14951481.000000 Penalty: 5840.627930
	Iteration 15Q: 3 clusters Score -1.495148e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -14952690.000000 Penalty: 5840.627930
	Iteration 16Q: 3 clusters Score -1.495269e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -14953339.000000 Penalty: 5840.627930
	Iteration 17Q: 3 clusters Score -1.495334e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -14953814.000000 Penalty: 5840.627930
	Iteration 18Q: 3 clusters Score -1.495381e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -14954041.000000 Penalty: 5840.627930
	Iteration 19Q: 3 clusters Score -1.495404e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -14954183.000000 Penalty: 5840.627930
	Iteration 20F: 3 clusters Score -1.495418e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -14954329.000000 Penalty: 5840.627930
	Iteration 21Q: 3 clusters Score -1.495433e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -14954360.000000 Penalty: 5840.627930
	Iteration 22Q: 3 clusters Score -1.495436e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -14954407.000000 Penalty: 5840.627930
	Iteration 23Q: 3 clusters Score -1.495441e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -14954507.000000 Penalty: 5840.627930
	Iteration 24Q: 3 clusters Score -1.495451e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -14954539.000000 Penalty: 5840.627930
	Iteration 25Q: 3 clusters Score -1.495454e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -14954578.000000 Penalty: 5840.627930
	Iteration 26Q: 3 clusters Score -1.495458e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -14954614.000000 Penalty: 5840.627930
	Iteration 27Q: 3 clusters Score -1.495461e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -14954713.000000 Penalty: 5840.627930
	Iteration 28Q: 3 clusters Score -1.495471e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -14954744.000000 Penalty: 5840.627930
	Iteration 29Q: 3 clusters Score -1.495474e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -14954775.000000 Penalty: 5840.627930
	Iteration 30Q: 3 clusters Score -1.495478e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -14954823.000000 Penalty: 5840.627930
	Iteration 31Q: 3 clusters Score -1.495482e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -14954863.000000 Penalty: 5840.627930
	Iteration 32Q: 3 clusters Score -1.495486e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -14954895.000000 Penalty: 5840.627930
	Iteration 33Q: 3 clusters Score -1.49549e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -14954947.000000 Penalty: 5840.627930
	Iteration 34Q: 3 clusters Score -1.495495e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -14954938.000000 Penalty: 5840.627930
	Iteration 35Q: 3 clusters Score -1.495494e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -14955017.000000 Penalty: 5840.627930
	Iteration 36Q: 3 clusters Score -1.495502e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -14955027.000000 Penalty: 5840.627930
	Iteration 37Q: 3 clusters Score -1.495503e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -14955043.000000 Penalty: 5840.627930
	Iteration 38Q: 3 clusters Score -1.495504e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -14955037.000000 Penalty: 5840.627930
	Iteration 39Q: 3 clusters Score -1.495504e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -14955047.000000 Penalty: 5840.627930
	Iteration 40F: 3 clusters Score -1.495505e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -14955125.000000 Penalty: 5840.627930
	Iteration 41Q: 3 clusters Score -1.495512e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
Score: -14955154.000000 Penalty: 5840.627930
	Iteration 42Q: 3 clusters Score -1.495515e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -14955172.000000 Penalty: 5840.627930
	Iteration 43Q: 3 clusters Score -1.495517e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -14955167.000000 Penalty: 5840.627930
	Iteration 44Q: 3 clusters Score -1.495517e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -14955181.000000 Penalty: 5840.627930
	Iteration 45Q: 3 clusters Score -1.495518e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -14955223.000000 Penalty: 5840.627930
	Iteration 46Q: 3 clusters Score -1.495522e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
Score: -14955199.000000 Penalty: 5840.627930
	Iteration 47Q: 3 clusters Score -1.49552e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -14955239.000000 Penalty: 5840.627930
	Iteration 48Q: 3 clusters Score -1.495524e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -14955238.000000 Penalty: 5840.627930
	Iteration 49Q: 3 clusters Score -1.495524e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -14955253.000000 Penalty: 5840.627930
	Iteration 50Q: 3 clusters Score -1.495525e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -14955273.000000 Penalty: 5840.627930
	Iteration 51Q: 3 clusters Score -1.495527e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -14955298.000000 Penalty: 5840.627930
	Iteration 52Q: 3 clusters Score -1.49553e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -14955302.000000 Penalty: 5840.627930
	Iteration 53Q: 3 clusters Score -1.49553e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -14955305.000000 Penalty: 5840.627930
	Iteration 54Q: 3 clusters Score -1.49553e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -14955325.000000 Penalty: 5840.627930
	Iteration 55Q: 3 clusters Score -1.495532e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -14955342.000000 Penalty: 5840.627930
	Iteration 56Q: 3 clusters Score -1.495534e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -14955346.000000 Penalty: 5840.627930
	Iteration 57Q: 3 clusters Score -1.495535e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -14955378.000000 Penalty: 5840.627930
	Iteration 58Q: 3 clusters Score -1.495538e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -14955366.000000 Penalty: 5840.627930
	Iteration 59Q: 3 clusters Score -1.495537e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -14955414.000000 Penalty: 5840.627930
	Iteration 60F: 3 clusters Score -1.495541e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -14955382.000000 Penalty: 5840.627930
	Iteration 61Q: 3 clusters Score -1.495538e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -14955399.000000 Penalty: 5840.627930
	Iteration 62Q: 3 clusters Score -1.49554e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -14955444.000000 Penalty: 5840.627930
	Iteration 63Q: 3 clusters Score -1.495544e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -14955476.000000 Penalty: 5840.627930
	Iteration 64Q: 3 clusters Score -1.495548e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -14955509.000000 Penalty: 5840.627930
	Iteration 65Q: 3 clusters Score -1.495551e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -14955484.000000 Penalty: 5840.627930
	Iteration 66Q: 3 clusters Score -1.495548e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -14955500.000000 Penalty: 5840.627930
	Iteration 67Q: 3 clusters Score -1.49555e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -14955530.000000 Penalty: 5840.627930
	Iteration 68Q: 3 clusters Score -1.495553e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -14955513.000000 Penalty: 5840.627930
	Iteration 69Q: 3 clusters Score -1.495551e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -14955530.000000 Penalty: 5840.627930
	Iteration 70Q: 3 clusters Score -1.495553e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -14955514.000000 Penalty: 5840.627930
	Iteration 71Q: 3 clusters Score -1.495551e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -14955521.000000 Penalty: 5840.627930
	Iteration 72Q: 3 clusters Score -1.495552e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -14955521.000000 Penalty: 5840.627930
	Iteration 73Q: 3 clusters Score -1.495552e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -14955502.000000 Penalty: 5840.627930
	Iteration 74Q: 3 clusters Score -1.49555e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -14955486.000000 Penalty: 5840.627930
	Iteration 75Q: 3 clusters Score -1.495549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -14955487.000000 Penalty: 5840.627930
	Iteration 76Q: 3 clusters Score -1.495549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -14955495.000000 Penalty: 5840.627930
	Iteration 77Q: 3 clusters Score -1.49555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -14955499.000000 Penalty: 5840.627930
	Iteration 78Q: 3 clusters Score -1.49555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -14955498.000000 Penalty: 5840.627930
	Iteration 79Q: 3 clusters Score -1.49555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -14955474.000000 Penalty: 5840.627930
	Iteration 80F: 3 clusters Score -1.495547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 90036 members 
Entering Unmasked Estep 
Score: -14955479.000000 Penalty: 5840.627930
	Iteration 81Q: 3 clusters Score -1.495548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -14955472.000000 Penalty: 5840.627930
	Iteration 82Q: 3 clusters Score -1.495547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -14955463.000000 Penalty: 5840.627930
	Iteration 83Q: 3 clusters Score -1.495546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -14955473.000000 Penalty: 5840.627930
	Iteration 84Q: 3 clusters Score -1.495547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -14955479.000000 Penalty: 5840.627930
	Iteration 85Q: 3 clusters Score -1.495548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -14955478.000000 Penalty: 5840.627930
	Iteration 86Q: 3 clusters Score -1.495548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -14955465.000000 Penalty: 5840.627930
	Iteration 87Q: 3 clusters Score -1.495546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 90196 members 
Entering Unmasked Estep 
Score: -14955479.000000 Penalty: 5840.627930
	Iteration 88Q: 3 clusters Score -1.495548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -14955478.000000 Penalty: 5840.627930
	Iteration 89Q: 3 clusters Score -1.495548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -14955487.000000 Penalty: 5840.627930
	Iteration 90Q: 3 clusters Score -1.495549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 90227 members 
Entering Unmasked Estep 
Score: -14955481.000000 Penalty: 5840.627930
	Iteration 91Q: 3 clusters Score -1.495548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -14955467.000000 Penalty: 5840.627930
	Iteration 92Q: 3 clusters Score -1.495547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -14955459.000000 Penalty: 5840.627930
	Iteration 93Q: 3 clusters Score -1.495546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -14955457.000000 Penalty: 5840.627930
	Iteration 94Q: 3 clusters Score -1.495546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -14955486.000000 Penalty: 5840.627930
	Iteration 95Q: 3 clusters Score -1.495549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -14955482.000000 Penalty: 5840.627930
	Iteration 96Q: 3 clusters Score -1.495548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -14955491.000000 Penalty: 5840.627930
	Iteration 97Q: 3 clusters Score -1.495549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -14955484.000000 Penalty: 5840.627930
	Iteration 98Q: 3 clusters Score -1.495548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -14955474.000000 Penalty: 5840.627930
	Iteration 99Q: 3 clusters Score -1.495547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -14955482.000000 Penalty: 5840.627930
	Iteration 100F: 3 clusters Score -1.495548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -14955481.000000 Penalty: 5840.627930
	Iteration 101Q: 3 clusters Score -1.495548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -14955484.000000 Penalty: 5840.627930
	Iteration 102Q: 3 clusters Score -1.495548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 90345 members 
Entering Unmasked Estep 
Score: -14955491.000000 Penalty: 5840.627930
	Iteration 103Q: 3 clusters Score -1.495549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -14955492.000000 Penalty: 5840.627930
	Iteration 104Q: 3 clusters Score -1.495549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -14955490.000000 Penalty: 5840.627930
	Iteration 105Q: 3 clusters Score -1.495549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -14955492.000000 Penalty: 5840.627930
	Iteration 106Q: 3 clusters Score -1.495549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -14955495.000000 Penalty: 5840.627930
	Iteration 107Q: 3 clusters Score -1.49555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -14955500.000000 Penalty: 5840.627930
	Iteration 108Q: 3 clusters Score -1.49555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 90391 members 
Entering Unmasked Estep 
Score: -14955493.000000 Penalty: 5840.627930
	Iteration 109Q: 3 clusters Score -1.495549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -14955496.000000 Penalty: 5840.627930
	Iteration 110Q: 3 clusters Score -1.49555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -14955493.000000 Penalty: 5840.627930
	Iteration 111Q: 3 clusters Score -1.495549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -14955489.000000 Penalty: 5840.627930
	Iteration 112Q: 3 clusters Score -1.495549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -14955498.000000 Penalty: 5840.627930
	Iteration 113Q: 3 clusters Score -1.49555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 90414 members 
Entering Unmasked Estep 
Score: -14955505.000000 Penalty: 5840.627930
	Iteration 114Q: 3 clusters Score -1.49555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -14955510.000000 Penalty: 5840.627930
	Iteration 115Q: 3 clusters Score -1.495551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -14955502.000000 Penalty: 5840.627930
	Iteration 116Q: 3 clusters Score -1.49555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -14955502.000000 Penalty: 5840.627930
	Iteration 117Q: 3 clusters Score -1.49555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 90426 members 
Entering Unmasked Estep 
Score: -14955505.000000 Penalty: 5840.627930
	Iteration 118Q: 3 clusters Score -1.49555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -14955497.000000 Penalty: 5840.627930
	Iteration 119Q: 3 clusters Score -1.49555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 90431 members 
Entering Unmasked Estep 
Score: -14955501.000000 Penalty: 5840.627930
	Iteration 120F: 3 clusters Score -1.49555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 90437 members 
Entering Unmasked Estep 
Score: -14955504.000000 Penalty: 5840.627930
	Iteration 121Q: 3 clusters Score -1.49555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -14955502.000000 Penalty: 5840.627930
	Iteration 122Q: 3 clusters Score -1.49555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 90446 members 
Entering Unmasked Estep 
Score: -14955510.000000 Penalty: 5840.627930
	Iteration 123Q: 3 clusters Score -1.495551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 90449 members 
Entering Unmasked Estep 
Score: -14955506.000000 Penalty: 5840.627930
	Iteration 124Q: 3 clusters Score -1.495551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -14955499.000000 Penalty: 5840.627930
	Iteration 125Q: 3 clusters Score -1.49555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -14955498.000000 Penalty: 5840.627930
	Iteration 126Q: 3 clusters Score -1.49555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -14955501.000000 Penalty: 5840.627930
	Iteration 127Q: 3 clusters Score -1.49555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -14955500.000000 Penalty: 5840.627930
	Iteration 128Q: 3 clusters Score -1.49555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -14955496.000000 Penalty: 5840.627930
	Iteration 129Q: 3 clusters Score -1.49555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -14955499.000000 Penalty: 5840.627930
	Iteration 130Q: 3 clusters Score -1.49555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -14955504.000000 Penalty: 5840.627930
	Iteration 131Q: 3 clusters Score -1.49555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -14955495.000000 Penalty: 5840.627930
	Iteration 132Q: 3 clusters Score -1.49555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 90468 members 
Entering Unmasked Estep 
Score: -14955492.000000 Penalty: 5840.627930
	Iteration 133Q: 3 clusters Score -1.495549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -14955493.000000 Penalty: 5840.627930
	Iteration 134Q: 3 clusters Score -1.495549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -14955495.000000 Penalty: 5840.627930
	Iteration 135Q: 3 clusters Score -1.49555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 90471 members 
Entering Unmasked Estep 
Score: -14955493.000000 Penalty: 5840.627930
	Iteration 136Q: 3 clusters Score -1.495549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 90474 members 
Entering Unmasked Estep 
Score: -14955501.000000 Penalty: 5840.627930
	Iteration 137Q: 3 clusters Score -1.49555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -14955501.000000 Penalty: 5840.627930
	Iteration 138Q: 3 clusters Score -1.49555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -14955505.000000 Penalty: 5840.627930
	Iteration 139Q: 3 clusters Score -1.49555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 90482 members 
Entering Unmasked Estep 
Score: -14955494.000000 Penalty: 5840.627930
	Iteration 140F: 3 clusters Score -1.495549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 90486 members 
Entering Unmasked Estep 
Score: -14955477.000000 Penalty: 5840.627930
	Iteration 141Q: 3 clusters Score -1.495548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -14955469.000000 Penalty: 5840.627930
	Iteration 142Q: 3 clusters Score -1.495547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 90490 members 
Entering Unmasked Estep 
Score: -14955476.000000 Penalty: 5840.627930
	Iteration 143Q: 3 clusters Score -1.495548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 90491 members 
Entering Unmasked Estep 
Score: -14955465.000000 Penalty: 5840.627930
	Iteration 144Q: 3 clusters Score -1.495546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 90491 members 
Entering Unmasked Estep 
Score: -14955465.000000 Penalty: 5840.627930
	Iteration 145F: 3 clusters Score -1.495546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 22422 members 
Mstep: Class 5 contains 28844 members 
Mstep: Class 6 contains 23290 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 82411 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 18259 members 
Mstep: Class 11 contains 15875 members 
Mstep: Class 12 contains 122979 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Entering Unmasked Estep 
Score: -133214120.000000 Penalty: 76272.078125
Splitting cluster 3 changes total score from -133193384.000000 to -133214120.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (22422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Entering Unmasked Estep 
Score: -2552746.750000 Penalty: 2484.413818
	Iteration 0F: 2 clusters Score -2552747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2537253.500000 Penalty: 4968.827637
	Iteration 0F: 3 clusters Score -2537254 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2544030.750000 Penalty: 4968.827637
	Iteration 1F: 3 clusters Score -2544031 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2547841.750000 Penalty: 4968.827637
	Iteration 2F: 3 clusters Score -2547842 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2554973.250000 Penalty: 4968.827637
	Iteration 3F: 3 clusters Score -2554973 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2561381.000000 Penalty: 4968.827637
	Iteration 4F: 3 clusters Score -2561381 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2563246.250000 Penalty: 4968.827637
	Iteration 5F: 3 clusters Score -2563246 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2563764.750000 Penalty: 4968.827637
	Iteration 6Q: 3 clusters Score -2563765 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2563929.000000 Penalty: 4968.827637
	Iteration 7Q: 3 clusters Score -2563929 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2564006.500000 Penalty: 4968.827637
	Iteration 8Q: 3 clusters Score -2564006 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2564058.250000 Penalty: 4968.827637
	Iteration 9Q: 3 clusters Score -2564058 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2564098.500000 Penalty: 4968.827637
	Iteration 10Q: 3 clusters Score -2564098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2564129.250000 Penalty: 4968.827637
	Iteration 11Q: 3 clusters Score -2564129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2564141.250000 Penalty: 4968.827637
	Iteration 12Q: 3 clusters Score -2564141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2564146.750000 Penalty: 4968.827637
	Iteration 13Q: 3 clusters Score -2564147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2564156.250000 Penalty: 4968.827637
	Iteration 14Q: 3 clusters Score -2564156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2564162.500000 Penalty: 4968.827637
	Iteration 15Q: 3 clusters Score -2564162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2564164.250000 Penalty: 4968.827637
	Iteration 16Q: 3 clusters Score -2564164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2564168.750000 Penalty: 4968.827637
	Iteration 17Q: 3 clusters Score -2564169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2564173.000000 Penalty: 4968.827637
	Iteration 18Q: 3 clusters Score -2564173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2564170.500000 Penalty: 4968.827637
	Iteration 19Q: 3 clusters Score -2564170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2564171.250000 Penalty: 4968.827637
	Iteration 20F: 3 clusters Score -2564171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2564175.000000 Penalty: 4968.827637
	Iteration 21Q: 3 clusters Score -2564175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2564170.750000 Penalty: 4968.827637
	Iteration 22Q: 3 clusters Score -2564171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2564170.750000 Penalty: 4968.827637
	Iteration 23F: 3 clusters Score -2564171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 28844 members 
Mstep: Class 6 contains 23290 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 82411 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 18259 members 
Mstep: Class 11 contains 15875 members 
Mstep: Class 12 contains 122979 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Entering Unmasked Estep 
Score: -133225056.000000 Penalty: 79738.992188
Splitting cluster 4 changes total score from -133193384.000000 to -133225056.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (28844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Entering Unmasked Estep 
Score: -3276898.750000 Penalty: 2546.875000
	Iteration 0F: 2 clusters Score -3276899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3257139.250000 Penalty: 5093.750000
	Iteration 0F: 3 clusters Score -3257139 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3265480.500000 Penalty: 5093.750000
	Iteration 1F: 3 clusters Score -3265480 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3267160.000000 Penalty: 5093.750000
	Iteration 2F: 3 clusters Score -3267160 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3269574.000000 Penalty: 5093.750000
	Iteration 3F: 3 clusters Score -3269574 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3273034.750000 Penalty: 5093.750000
	Iteration 4F: 3 clusters Score -3273035 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3276598.750000 Penalty: 5093.750000
	Iteration 5F: 3 clusters Score -3276599 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3278876.750000 Penalty: 5093.750000
	Iteration 6F: 3 clusters Score -3278877 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3280606.000000 Penalty: 5093.750000
	Iteration 7F: 3 clusters Score -3280606 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3282102.500000 Penalty: 5093.750000
	Iteration 8Q: 3 clusters Score -3282102 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3282820.000000 Penalty: 5093.750000
	Iteration 9Q: 3 clusters Score -3282820 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3283122.750000 Penalty: 5093.750000
	Iteration 10Q: 3 clusters Score -3283123 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3283260.000000 Penalty: 5093.750000
	Iteration 11Q: 3 clusters Score -3283260 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3283348.000000 Penalty: 5093.750000
	Iteration 12Q: 3 clusters Score -3283348 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3283413.750000 Penalty: 5093.750000
	Iteration 13Q: 3 clusters Score -3283414 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3283458.000000 Penalty: 5093.750000
	Iteration 14Q: 3 clusters Score -3283458 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3283505.000000 Penalty: 5093.750000
	Iteration 15Q: 3 clusters Score -3283505 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3283546.500000 Penalty: 5093.750000
	Iteration 16Q: 3 clusters Score -3283546 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3283577.000000 Penalty: 5093.750000
	Iteration 17Q: 3 clusters Score -3283577 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3283631.000000 Penalty: 5093.750000
	Iteration 18Q: 3 clusters Score -3283631 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3283696.500000 Penalty: 5093.750000
	Iteration 19Q: 3 clusters Score -3283696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3283795.250000 Penalty: 5093.750000
	Iteration 20F: 3 clusters Score -3283795 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3283937.000000 Penalty: 5093.750000
	Iteration 21Q: 3 clusters Score -3283937 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3284112.750000 Penalty: 5093.750000
	Iteration 22Q: 3 clusters Score -3284113 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3284294.000000 Penalty: 5093.750000
	Iteration 23Q: 3 clusters Score -3284294 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3284429.750000 Penalty: 5093.750000
	Iteration 24Q: 3 clusters Score -3284430 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3284474.750000 Penalty: 5093.750000
	Iteration 25Q: 3 clusters Score -3284475 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3284519.250000 Penalty: 5093.750000
	Iteration 26Q: 3 clusters Score -3284519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3284549.250000 Penalty: 5093.750000
	Iteration 27Q: 3 clusters Score -3284549 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3284576.000000 Penalty: 5093.750000
	Iteration 28Q: 3 clusters Score -3284576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3284576.750000 Penalty: 5093.750000
	Iteration 29Q: 3 clusters Score -3284577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3284590.250000 Penalty: 5093.750000
	Iteration 30Q: 3 clusters Score -3284590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3284587.250000 Penalty: 5093.750000
	Iteration 31Q: 3 clusters Score -3284587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3284591.250000 Penalty: 5093.750000
	Iteration 32Q: 3 clusters Score -3284591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3284589.500000 Penalty: 5093.750000
	Iteration 33Q: 3 clusters Score -3284590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3284597.750000 Penalty: 5093.750000
	Iteration 34Q: 3 clusters Score -3284598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3284597.500000 Penalty: 5093.750000
	Iteration 35Q: 3 clusters Score -3284598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3284597.250000 Penalty: 5093.750000
	Iteration 36Q: 3 clusters Score -3284597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3284596.250000 Penalty: 5093.750000
	Iteration 37Q: 3 clusters Score -3284596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3284601.000000 Penalty: 5093.750000
	Iteration 38Q: 3 clusters Score -3284601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3284599.000000 Penalty: 5093.750000
	Iteration 39Q: 3 clusters Score -3284599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3284601.000000 Penalty: 5093.750000
	Iteration 40F: 3 clusters Score -3284601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3284608.000000 Penalty: 5093.750000
	Iteration 41Q: 3 clusters Score -3284608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3284606.250000 Penalty: 5093.750000
	Iteration 42Q: 3 clusters Score -3284606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3284608.500000 Penalty: 5093.750000
	Iteration 43Q: 3 clusters Score -3284608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3284608.000000 Penalty: 5093.750000
	Iteration 44Q: 3 clusters Score -3284608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3284601.750000 Penalty: 5093.750000
	Iteration 45Q: 3 clusters Score -3284602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3284600.750000 Penalty: 5093.750000
	Iteration 46Q: 3 clusters Score -3284601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3284601.000000 Penalty: 5093.750000
	Iteration 47Q: 3 clusters Score -3284601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3284601.500000 Penalty: 5093.750000
	Iteration 48Q: 3 clusters Score -3284602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3284600.000000 Penalty: 5093.750000
	Iteration 49Q: 3 clusters Score -3284600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3284599.500000 Penalty: 5093.750000
	Iteration 50Q: 3 clusters Score -3284600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3284605.500000 Penalty: 5093.750000
	Iteration 51Q: 3 clusters Score -3284606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3284604.000000 Penalty: 5093.750000
	Iteration 52Q: 3 clusters Score -3284604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3284608.750000 Penalty: 5093.750000
	Iteration 53Q: 3 clusters Score -3284609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3284605.000000 Penalty: 5093.750000
	Iteration 54Q: 3 clusters Score -3284605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3284603.750000 Penalty: 5093.750000
	Iteration 55Q: 3 clusters Score -3284604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3284607.250000 Penalty: 5093.750000
	Iteration 56Q: 3 clusters Score -3284607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3284603.750000 Penalty: 5093.750000
	Iteration 57Q: 3 clusters Score -3284604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3284603.750000 Penalty: 5093.750000
	Iteration 58F: 3 clusters Score -3284604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 23290 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 82411 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 18259 members 
Mstep: Class 11 contains 15875 members 
Mstep: Class 12 contains 122979 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Entering Unmasked Estep 
Score: -133232088.000000 Penalty: 83205.906250
Splitting cluster 5 changes total score from -133193384.000000 to -133232088.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (23290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Entering Unmasked Estep 
Score: -2728948.250000 Penalty: 2493.833252
	Iteration 0F: 2 clusters Score -2728948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2712721.250000 Penalty: 4987.666504
	Iteration 0F: 3 clusters Score -2712721 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2718616.000000 Penalty: 4987.666504
	Iteration 1F: 3 clusters Score -2718616 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2719810.750000 Penalty: 4987.666504
	Iteration 2F: 3 clusters Score -2719811 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2722062.500000 Penalty: 4987.666504
	Iteration 3F: 3 clusters Score -2722062 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2725953.750000 Penalty: 4987.666504
	Iteration 4F: 3 clusters Score -2725954 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2729198.750000 Penalty: 4987.666504
	Iteration 5F: 3 clusters Score -2729199 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2731331.500000 Penalty: 4987.666504
	Iteration 6F: 3 clusters Score -2731332 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2732747.500000 Penalty: 4987.666504
	Iteration 7F: 3 clusters Score -2732748 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2733925.250000 Penalty: 4987.666504
	Iteration 8Q: 3 clusters Score -2733925 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2735195.000000 Penalty: 4987.666504
	Iteration 9Q: 3 clusters Score -2735195 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2736011.000000 Penalty: 4987.666504
	Iteration 10Q: 3 clusters Score -2736011 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2736158.250000 Penalty: 4987.666504
	Iteration 11Q: 3 clusters Score -2736158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2736179.000000 Penalty: 4987.666504
	Iteration 12Q: 3 clusters Score -2736179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2736177.000000 Penalty: 4987.666504
	Iteration 13Q: 3 clusters Score -2736177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2736180.000000 Penalty: 4987.666504
	Iteration 14Q: 3 clusters Score -2736180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2736189.000000 Penalty: 4987.666504
	Iteration 15Q: 3 clusters Score -2736189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2736190.750000 Penalty: 4987.666504
	Iteration 16Q: 3 clusters Score -2736191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2736191.500000 Penalty: 4987.666504
	Iteration 17Q: 3 clusters Score -2736192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2736194.250000 Penalty: 4987.666504
	Iteration 18Q: 3 clusters Score -2736194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2736190.750000 Penalty: 4987.666504
	Iteration 19Q: 3 clusters Score -2736191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2736189.000000 Penalty: 4987.666504
	Iteration 20F: 3 clusters Score -2736189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2736190.000000 Penalty: 4987.666504
	Iteration 21Q: 3 clusters Score -2736190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2736186.000000 Penalty: 4987.666504
	Iteration 22Q: 3 clusters Score -2736186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2736186.750000 Penalty: 4987.666504
	Iteration 23Q: 3 clusters Score -2736187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2736186.750000 Penalty: 4987.666504
	Iteration 24F: 3 clusters Score -2736187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 82411 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 18259 members 
Mstep: Class 11 contains 15875 members 
Mstep: Class 12 contains 122979 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Entering Unmasked Estep 
Score: -133239024.000000 Penalty: 86672.812500
Splitting cluster 6 changes total score from -133193384.000000 to -133239024.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (115568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Entering Unmasked Estep 
Score: -13246280.000000 Penalty: 2891.088379
	Iteration 0F: 2 clusters Score -1.324628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -13169144.000000 Penalty: 5782.176758
	Iteration 0F: 3 clusters Score -1.316914e+07 nChanged 54722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -13201027.000000 Penalty: 5782.176758
	Iteration 1F: 3 clusters Score -1.320103e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -13202607.000000 Penalty: 5782.176758
	Iteration 2Q: 3 clusters Score -1.320261e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -13204597.000000 Penalty: 5782.176758
	Iteration 3Q: 3 clusters Score -1.32046e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -13206923.000000 Penalty: 5782.176758
	Iteration 4Q: 3 clusters Score -1.320692e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -13209757.000000 Penalty: 5782.176758
	Iteration 5F: 3 clusters Score -1.320976e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -13212957.000000 Penalty: 5782.176758
	Iteration 6F: 3 clusters Score -1.321296e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -13216546.000000 Penalty: 5782.176758
	Iteration 7F: 3 clusters Score -1.321655e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -13219961.000000 Penalty: 5782.176758
	Iteration 8F: 3 clusters Score -1.321996e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -13223220.000000 Penalty: 5782.176758
	Iteration 9F: 3 clusters Score -1.322322e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -13225866.000000 Penalty: 5782.176758
	Iteration 10Q: 3 clusters Score -1.322587e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -13228110.000000 Penalty: 5782.176758
	Iteration 11Q: 3 clusters Score -1.322811e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -13229792.000000 Penalty: 5782.176758
	Iteration 12Q: 3 clusters Score -1.322979e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -13231209.000000 Penalty: 5782.176758
	Iteration 13Q: 3 clusters Score -1.323121e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -13232265.000000 Penalty: 5782.176758
	Iteration 14Q: 3 clusters Score -1.323226e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -13232951.000000 Penalty: 5782.176758
	Iteration 15Q: 3 clusters Score -1.323295e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -13233539.000000 Penalty: 5782.176758
	Iteration 16Q: 3 clusters Score -1.323354e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -13234024.000000 Penalty: 5782.176758
	Iteration 17Q: 3 clusters Score -1.323402e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -13234427.000000 Penalty: 5782.176758
	Iteration 18Q: 3 clusters Score -1.323443e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -13234774.000000 Penalty: 5782.176758
	Iteration 19Q: 3 clusters Score -1.323477e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -13235054.000000 Penalty: 5782.176758
	Iteration 20F: 3 clusters Score -1.323505e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -13235372.000000 Penalty: 5782.176758
	Iteration 21Q: 3 clusters Score -1.323537e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -13235511.000000 Penalty: 5782.176758
	Iteration 22Q: 3 clusters Score -1.323551e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -13235707.000000 Penalty: 5782.176758
	Iteration 23Q: 3 clusters Score -1.323571e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -13235925.000000 Penalty: 5782.176758
	Iteration 24Q: 3 clusters Score -1.323592e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -13236039.000000 Penalty: 5782.176758
	Iteration 25Q: 3 clusters Score -1.323604e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -13236159.000000 Penalty: 5782.176758
	Iteration 26Q: 3 clusters Score -1.323616e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -13236242.000000 Penalty: 5782.176758
	Iteration 27Q: 3 clusters Score -1.323624e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -13236352.000000 Penalty: 5782.176758
	Iteration 28Q: 3 clusters Score -1.323635e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -13236425.000000 Penalty: 5782.176758
	Iteration 29Q: 3 clusters Score -1.323642e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -13236497.000000 Penalty: 5782.176758
	Iteration 30Q: 3 clusters Score -1.32365e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -13236577.000000 Penalty: 5782.176758
	Iteration 31Q: 3 clusters Score -1.323658e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -13236605.000000 Penalty: 5782.176758
	Iteration 32Q: 3 clusters Score -1.32366e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -13236687.000000 Penalty: 5782.176758
	Iteration 33Q: 3 clusters Score -1.323669e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -13236708.000000 Penalty: 5782.176758
	Iteration 34Q: 3 clusters Score -1.323671e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -13236850.000000 Penalty: 5782.176758
	Iteration 35Q: 3 clusters Score -1.323685e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -13236854.000000 Penalty: 5782.176758
	Iteration 36Q: 3 clusters Score -1.323685e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -13236885.000000 Penalty: 5782.176758
	Iteration 37Q: 3 clusters Score -1.323688e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -13236861.000000 Penalty: 5782.176758
	Iteration 38Q: 3 clusters Score -1.323686e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -13236897.000000 Penalty: 5782.176758
	Iteration 39Q: 3 clusters Score -1.32369e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -13236974.000000 Penalty: 5782.176758
	Iteration 40F: 3 clusters Score -1.323697e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -13237031.000000 Penalty: 5782.176758
	Iteration 41Q: 3 clusters Score -1.323703e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -13237019.000000 Penalty: 5782.176758
	Iteration 42Q: 3 clusters Score -1.323702e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -13237052.000000 Penalty: 5782.176758
	Iteration 43Q: 3 clusters Score -1.323705e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -13237102.000000 Penalty: 5782.176758
	Iteration 44Q: 3 clusters Score -1.32371e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -13237141.000000 Penalty: 5782.176758
	Iteration 45Q: 3 clusters Score -1.323714e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -13237168.000000 Penalty: 5782.176758
	Iteration 46Q: 3 clusters Score -1.323717e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -13237208.000000 Penalty: 5782.176758
	Iteration 47Q: 3 clusters Score -1.323721e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -13237266.000000 Penalty: 5782.176758
	Iteration 48Q: 3 clusters Score -1.323727e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -13237323.000000 Penalty: 5782.176758
	Iteration 49Q: 3 clusters Score -1.323732e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -13237313.000000 Penalty: 5782.176758
	Iteration 50Q: 3 clusters Score -1.323731e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -13237377.000000 Penalty: 5782.176758
	Iteration 51Q: 3 clusters Score -1.323738e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -13237427.000000 Penalty: 5782.176758
	Iteration 52Q: 3 clusters Score -1.323743e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -13237493.000000 Penalty: 5782.176758
	Iteration 53Q: 3 clusters Score -1.323749e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -13237583.000000 Penalty: 5782.176758
	Iteration 54Q: 3 clusters Score -1.323758e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -13237643.000000 Penalty: 5782.176758
	Iteration 55Q: 3 clusters Score -1.323764e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -13237694.000000 Penalty: 5782.176758
	Iteration 56Q: 3 clusters Score -1.323769e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -13237763.000000 Penalty: 5782.176758
	Iteration 57Q: 3 clusters Score -1.323776e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -13237865.000000 Penalty: 5782.176758
	Iteration 58Q: 3 clusters Score -1.323786e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -13237915.000000 Penalty: 5782.176758
	Iteration 59Q: 3 clusters Score -1.323792e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -13237975.000000 Penalty: 5782.176758
	Iteration 60F: 3 clusters Score -1.323798e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -13238033.000000 Penalty: 5782.176758
	Iteration 61Q: 3 clusters Score -1.323803e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -13238037.000000 Penalty: 5782.176758
	Iteration 62Q: 3 clusters Score -1.323804e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -13238034.000000 Penalty: 5782.176758
	Iteration 63Q: 3 clusters Score -1.323803e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -13238086.000000 Penalty: 5782.176758
	Iteration 64Q: 3 clusters Score -1.323809e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -13238145.000000 Penalty: 5782.176758
	Iteration 65Q: 3 clusters Score -1.323814e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -13238153.000000 Penalty: 5782.176758
	Iteration 66Q: 3 clusters Score -1.323815e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -13238220.000000 Penalty: 5782.176758
	Iteration 67Q: 3 clusters Score -1.323822e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -13238322.000000 Penalty: 5782.176758
	Iteration 68Q: 3 clusters Score -1.323832e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -13238448.000000 Penalty: 5782.176758
	Iteration 69Q: 3 clusters Score -1.323845e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -13238594.000000 Penalty: 5782.176758
	Iteration 70Q: 3 clusters Score -1.323859e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -13238693.000000 Penalty: 5782.176758
	Iteration 71Q: 3 clusters Score -1.323869e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -13238751.000000 Penalty: 5782.176758
	Iteration 72Q: 3 clusters Score -1.323875e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -13238847.000000 Penalty: 5782.176758
	Iteration 73Q: 3 clusters Score -1.323885e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -13238908.000000 Penalty: 5782.176758
	Iteration 74Q: 3 clusters Score -1.323891e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90798 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -13239033.000000 Penalty: 5782.176758
	Iteration 75Q: 3 clusters Score -1.323903e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -13239147.000000 Penalty: 5782.176758
	Iteration 76Q: 3 clusters Score -1.323915e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -13239345.000000 Penalty: 5782.176758
	Iteration 77Q: 3 clusters Score -1.323934e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -13239525.000000 Penalty: 5782.176758
	Iteration 78Q: 3 clusters Score -1.323952e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -13239663.000000 Penalty: 5782.176758
	Iteration 79Q: 3 clusters Score -1.323966e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -13239874.000000 Penalty: 5782.176758
	Iteration 80F: 3 clusters Score -1.323987e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95498 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -13240031.000000 Penalty: 5782.176758
	Iteration 81Q: 3 clusters Score -1.324003e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -13240156.000000 Penalty: 5782.176758
	Iteration 82Q: 3 clusters Score -1.324016e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -13240351.000000 Penalty: 5782.176758
	Iteration 83Q: 3 clusters Score -1.324035e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -13240518.000000 Penalty: 5782.176758
	Iteration 84Q: 3 clusters Score -1.324052e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -13240715.000000 Penalty: 5782.176758
	Iteration 85Q: 3 clusters Score -1.324072e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -13240973.000000 Penalty: 5782.176758
	Iteration 86Q: 3 clusters Score -1.324097e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -13241215.000000 Penalty: 5782.176758
	Iteration 87Q: 3 clusters Score -1.324122e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -13241545.000000 Penalty: 5782.176758
	Iteration 88Q: 3 clusters Score -1.324154e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102358 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -13241727.000000 Penalty: 5782.176758
	Iteration 89Q: 3 clusters Score -1.324173e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103195 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -13241958.000000 Penalty: 5782.176758
	Iteration 90Q: 3 clusters Score -1.324196e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -13242138.000000 Penalty: 5782.176758
	Iteration 91Q: 3 clusters Score -1.324214e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104704 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -13242326.000000 Penalty: 5782.176758
	Iteration 92Q: 3 clusters Score -1.324233e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -13242507.000000 Penalty: 5782.176758
	Iteration 93Q: 3 clusters Score -1.324251e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -13242755.000000 Penalty: 5782.176758
	Iteration 94Q: 3 clusters Score -1.324276e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -13242848.000000 Penalty: 5782.176758
	Iteration 95Q: 3 clusters Score -1.324285e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -13243064.000000 Penalty: 5782.176758
	Iteration 96Q: 3 clusters Score -1.324306e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -13243249.000000 Penalty: 5782.176758
	Iteration 97Q: 3 clusters Score -1.324325e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108439 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -13243407.000000 Penalty: 5782.176758
	Iteration 98Q: 3 clusters Score -1.324341e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108951 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -13243551.000000 Penalty: 5782.176758
	Iteration 99Q: 3 clusters Score -1.324355e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109404 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -13243659.000000 Penalty: 5782.176758
	Iteration 100F: 3 clusters Score -1.324366e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109808 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -13243758.000000 Penalty: 5782.176758
	Iteration 101Q: 3 clusters Score -1.324376e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110173 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -13243865.000000 Penalty: 5782.176758
	Iteration 102Q: 3 clusters Score -1.324386e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110500 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -13243950.000000 Penalty: 5782.176758
	Iteration 103Q: 3 clusters Score -1.324395e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110799 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -13244010.000000 Penalty: 5782.176758
	Iteration 104Q: 3 clusters Score -1.324401e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111044 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -13244042.000000 Penalty: 5782.176758
	Iteration 105Q: 3 clusters Score -1.324404e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -13244143.000000 Penalty: 5782.176758
	Iteration 106Q: 3 clusters Score -1.324414e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111465 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -13244233.000000 Penalty: 5782.176758
	Iteration 107Q: 3 clusters Score -1.324423e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111634 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -13244273.000000 Penalty: 5782.176758
	Iteration 108Q: 3 clusters Score -1.324427e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -13244346.000000 Penalty: 5782.176758
	Iteration 109Q: 3 clusters Score -1.324435e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111958 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -13244361.000000 Penalty: 5782.176758
	Iteration 110Q: 3 clusters Score -1.324436e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112092 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -13244409.000000 Penalty: 5782.176758
	Iteration 111Q: 3 clusters Score -1.324441e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -13244452.000000 Penalty: 5782.176758
	Iteration 112Q: 3 clusters Score -1.324445e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112320 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -13244470.000000 Penalty: 5782.176758
	Iteration 113Q: 3 clusters Score -1.324447e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112415 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -13244514.000000 Penalty: 5782.176758
	Iteration 114Q: 3 clusters Score -1.324451e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112485 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -13244511.000000 Penalty: 5782.176758
	Iteration 115Q: 3 clusters Score -1.324451e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112543 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -13244520.000000 Penalty: 5782.176758
	Iteration 116Q: 3 clusters Score -1.324452e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112593 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -13244536.000000 Penalty: 5782.176758
	Iteration 117Q: 3 clusters Score -1.324454e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112628 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -13244535.000000 Penalty: 5782.176758
	Iteration 118Q: 3 clusters Score -1.324454e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112661 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -13244535.000000 Penalty: 5782.176758
	Iteration 119Q: 3 clusters Score -1.324454e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112681 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -13244548.000000 Penalty: 5782.176758
	Iteration 120F: 3 clusters Score -1.324455e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112712 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -13244541.000000 Penalty: 5782.176758
	Iteration 121Q: 3 clusters Score -1.324454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -13244559.000000 Penalty: 5782.176758
	Iteration 122Q: 3 clusters Score -1.324456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112756 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -13244566.000000 Penalty: 5782.176758
	Iteration 123Q: 3 clusters Score -1.324457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112769 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -13244551.000000 Penalty: 5782.176758
	Iteration 124Q: 3 clusters Score -1.324455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -13244531.000000 Penalty: 5782.176758
	Iteration 125Q: 3 clusters Score -1.324453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112780 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -13244544.000000 Penalty: 5782.176758
	Iteration 126Q: 3 clusters Score -1.324454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112785 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -13244560.000000 Penalty: 5782.176758
	Iteration 127Q: 3 clusters Score -1.324456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112789 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -13244565.000000 Penalty: 5782.176758
	Iteration 128Q: 3 clusters Score -1.324456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112793 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -13244555.000000 Penalty: 5782.176758
	Iteration 129Q: 3 clusters Score -1.324456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -13244553.000000 Penalty: 5782.176758
	Iteration 130Q: 3 clusters Score -1.324455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112798 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -13244555.000000 Penalty: 5782.176758
	Iteration 131Q: 3 clusters Score -1.324456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112799 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -13244565.000000 Penalty: 5782.176758
	Iteration 132Q: 3 clusters Score -1.324456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112799 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -13244562.000000 Penalty: 5782.176758
	Iteration 133Q: 3 clusters Score -1.324456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112800 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -13244562.000000 Penalty: 5782.176758
	Iteration 134Q: 3 clusters Score -1.324456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112802 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -13244553.000000 Penalty: 5782.176758
	Iteration 135Q: 3 clusters Score -1.324455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112803 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -13244552.000000 Penalty: 5782.176758
	Iteration 136Q: 3 clusters Score -1.324455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112803 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -13244552.000000 Penalty: 5782.176758
	Iteration 137F: 3 clusters Score -1.324455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (82411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Entering Unmasked Estep 
Score: -9601701.000000 Penalty: 2807.229492
	Iteration 0F: 2 clusters Score -9601701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -9546257.000000 Penalty: 5614.458984
	Iteration 0F: 3 clusters Score -9546257 nChanged 38691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -9569129.000000 Penalty: 5614.458984
	Iteration 1F: 3 clusters Score -9569129 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -9571957.000000 Penalty: 5614.458984
	Iteration 2F: 3 clusters Score -9571957 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -9577277.000000 Penalty: 5614.458984
	Iteration 3F: 3 clusters Score -9577277 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -9584531.000000 Penalty: 5614.458984
	Iteration 4F: 3 clusters Score -9584531 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -9591400.000000 Penalty: 5614.458984
	Iteration 5F: 3 clusters Score -9591400 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -9596460.000000 Penalty: 5614.458984
	Iteration 6F: 3 clusters Score -9596460 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -9599505.000000 Penalty: 5614.458984
	Iteration 7F: 3 clusters Score -9599505 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -9601114.000000 Penalty: 5614.458984
	Iteration 8Q: 3 clusters Score -9601114 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -9602355.000000 Penalty: 5614.458984
	Iteration 9Q: 3 clusters Score -9602355 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -9603517.000000 Penalty: 5614.458984
	Iteration 10Q: 3 clusters Score -9603517 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -9604607.000000 Penalty: 5614.458984
	Iteration 11Q: 3 clusters Score -9604607 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -9605534.000000 Penalty: 5614.458984
	Iteration 12Q: 3 clusters Score -9605534 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -9606433.000000 Penalty: 5614.458984
	Iteration 13Q: 3 clusters Score -9606433 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -9607507.000000 Penalty: 5614.458984
	Iteration 14Q: 3 clusters Score -9607507 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -9609054.000000 Penalty: 5614.458984
	Iteration 15Q: 3 clusters Score -9609054 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -9610729.000000 Penalty: 5614.458984
	Iteration 16Q: 3 clusters Score -9610729 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -9611455.000000 Penalty: 5614.458984
	Iteration 17Q: 3 clusters Score -9611455 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -9611626.000000 Penalty: 5614.458984
	Iteration 18Q: 3 clusters Score -9611626 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -9611706.000000 Penalty: 5614.458984
	Iteration 19Q: 3 clusters Score -9611706 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -9611718.000000 Penalty: 5614.458984
	Iteration 20F: 3 clusters Score -9611718 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -9611737.000000 Penalty: 5614.458984
	Iteration 21Q: 3 clusters Score -9611737 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -9611753.000000 Penalty: 5614.458984
	Iteration 22Q: 3 clusters Score -9611753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -9611742.000000 Penalty: 5614.458984
	Iteration 23Q: 3 clusters Score -9611742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -9611749.000000 Penalty: 5614.458984
	Iteration 24Q: 3 clusters Score -9611749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -9611738.000000 Penalty: 5614.458984
	Iteration 25Q: 3 clusters Score -9611738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -9611740.000000 Penalty: 5614.458984
	Iteration 26Q: 3 clusters Score -9611740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -9611745.000000 Penalty: 5614.458984
	Iteration 27Q: 3 clusters Score -9611745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -9611730.000000 Penalty: 5614.458984
	Iteration 28Q: 3 clusters Score -9611730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -9611732.000000 Penalty: 5614.458984
	Iteration 29Q: 3 clusters Score -9611732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -9611731.000000 Penalty: 5614.458984
	Iteration 30Q: 3 clusters Score -9611731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -9611729.000000 Penalty: 5614.458984
	Iteration 31Q: 3 clusters Score -9611729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -9611719.000000 Penalty: 5614.458984
	Iteration 32Q: 3 clusters Score -9611719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -9611723.000000 Penalty: 5614.458984
	Iteration 33Q: 3 clusters Score -9611723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -9611720.000000 Penalty: 5614.458984
	Iteration 34Q: 3 clusters Score -9611720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -9611718.000000 Penalty: 5614.458984
	Iteration 35Q: 3 clusters Score -9611718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -9611718.000000 Penalty: 5614.458984
	Iteration 36F: 3 clusters Score -9611718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 18259 members 
Mstep: Class 11 contains 15875 members 
Mstep: Class 12 contains 122979 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Entering Unmasked Estep 
Score: -133248336.000000 Penalty: 90139.726562
Splitting cluster 8 changes total score from -133193384.000000 to -133248336.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (24425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Entering Unmasked Estep 
Score: -2868923.250000 Penalty: 2505.633789
	Iteration 0F: 2 clusters Score -2868923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2851956.750000 Penalty: 5011.267578
	Iteration 0F: 3 clusters Score -2851957 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2858048.250000 Penalty: 5011.267578
	Iteration 1F: 3 clusters Score -2858048 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2859023.500000 Penalty: 5011.267578
	Iteration 2F: 3 clusters Score -2859024 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2860433.000000 Penalty: 5011.267578
	Iteration 3F: 3 clusters Score -2860433 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2862116.750000 Penalty: 5011.267578
	Iteration 4F: 3 clusters Score -2862117 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2863792.500000 Penalty: 5011.267578
	Iteration 5F: 3 clusters Score -2863792 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2865122.000000 Penalty: 5011.267578
	Iteration 6F: 3 clusters Score -2865122 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2866067.750000 Penalty: 5011.267578
	Iteration 7F: 3 clusters Score -2866068 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2866677.750000 Penalty: 5011.267578
	Iteration 8Q: 3 clusters Score -2866678 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2867168.250000 Penalty: 5011.267578
	Iteration 9Q: 3 clusters Score -2867168 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2867505.500000 Penalty: 5011.267578
	Iteration 10Q: 3 clusters Score -2867506 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2867726.250000 Penalty: 5011.267578
	Iteration 11Q: 3 clusters Score -2867726 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2867883.500000 Penalty: 5011.267578
	Iteration 12Q: 3 clusters Score -2867884 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2867995.750000 Penalty: 5011.267578
	Iteration 13Q: 3 clusters Score -2867996 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2868058.250000 Penalty: 5011.267578
	Iteration 14Q: 3 clusters Score -2868058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2868080.500000 Penalty: 5011.267578
	Iteration 15Q: 3 clusters Score -2868080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2868099.500000 Penalty: 5011.267578
	Iteration 16Q: 3 clusters Score -2868100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2868121.250000 Penalty: 5011.267578
	Iteration 17Q: 3 clusters Score -2868121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2868130.250000 Penalty: 5011.267578
	Iteration 18Q: 3 clusters Score -2868130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2868146.750000 Penalty: 5011.267578
	Iteration 19Q: 3 clusters Score -2868147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2868145.500000 Penalty: 5011.267578
	Iteration 20F: 3 clusters Score -2868146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2868150.750000 Penalty: 5011.267578
	Iteration 21Q: 3 clusters Score -2868151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2868158.750000 Penalty: 5011.267578
	Iteration 22Q: 3 clusters Score -2868159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2868158.000000 Penalty: 5011.267578
	Iteration 23Q: 3 clusters Score -2868158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2868161.250000 Penalty: 5011.267578
	Iteration 24Q: 3 clusters Score -2868161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -2868157.500000 Penalty: 5011.267578
	Iteration 25Q: 3 clusters Score -2868158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2868159.750000 Penalty: 5011.267578
	Iteration 26Q: 3 clusters Score -2868160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2868158.500000 Penalty: 5011.267578
	Iteration 27Q: 3 clusters Score -2868158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2868155.500000 Penalty: 5011.267578
	Iteration 28Q: 3 clusters Score -2868156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -2868159.000000 Penalty: 5011.267578
	Iteration 29Q: 3 clusters Score -2868159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2868158.750000 Penalty: 5011.267578
	Iteration 30Q: 3 clusters Score -2868159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2868160.750000 Penalty: 5011.267578
	Iteration 31Q: 3 clusters Score -2868161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2868160.750000 Penalty: 5011.267578
	Iteration 32F: 3 clusters Score -2868161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Entering Unmasked Estep 
Score: -2432486.500000 Penalty: 2433.478516
	Iteration 0F: 2 clusters Score -2432486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2420285.250000 Penalty: 4866.957031
	Iteration 0F: 3 clusters Score -2420285 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2430972.750000 Penalty: 4866.957031
	Iteration 1F: 3 clusters Score -2430973 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2435569.250000 Penalty: 4866.957031
	Iteration 2F: 3 clusters Score -2435569 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2440086.250000 Penalty: 4866.957031
	Iteration 3F: 3 clusters Score -2440086 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2444711.250000 Penalty: 4866.957031
	Iteration 4F: 3 clusters Score -2444711 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2448655.250000 Penalty: 4866.957031
	Iteration 5F: 3 clusters Score -2448655 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2450774.250000 Penalty: 4866.957031
	Iteration 6F: 3 clusters Score -2450774 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2451614.250000 Penalty: 4866.957031
	Iteration 7Q: 3 clusters Score -2451614 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2451975.000000 Penalty: 4866.957031
	Iteration 8Q: 3 clusters Score -2451975 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2452492.000000 Penalty: 4866.957031
	Iteration 9Q: 3 clusters Score -2452492 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2454380.250000 Penalty: 4866.957031
	Iteration 10Q: 3 clusters Score -2454380 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2455606.250000 Penalty: 4866.957031
	Iteration 11Q: 3 clusters Score -2455606 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2456368.500000 Penalty: 4866.957031
	Iteration 12Q: 3 clusters Score -2456368 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2456827.000000 Penalty: 4866.957031
	Iteration 13Q: 3 clusters Score -2456827 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2457048.750000 Penalty: 4866.957031
	Iteration 14Q: 3 clusters Score -2457049 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2457161.750000 Penalty: 4866.957031
	Iteration 15Q: 3 clusters Score -2457162 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2457204.750000 Penalty: 4866.957031
	Iteration 16Q: 3 clusters Score -2457205 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2457221.500000 Penalty: 4866.957031
	Iteration 17Q: 3 clusters Score -2457222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2457247.750000 Penalty: 4866.957031
	Iteration 18Q: 3 clusters Score -2457248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2457305.000000 Penalty: 4866.957031
	Iteration 19Q: 3 clusters Score -2457305 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2457332.250000 Penalty: 4866.957031
	Iteration 20F: 3 clusters Score -2457332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2457368.500000 Penalty: 4866.957031
	Iteration 21Q: 3 clusters Score -2457368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2457381.000000 Penalty: 4866.957031
	Iteration 22Q: 3 clusters Score -2457381 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2457405.750000 Penalty: 4866.957031
	Iteration 23Q: 3 clusters Score -2457406 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2457423.000000 Penalty: 4866.957031
	Iteration 24Q: 3 clusters Score -2457423 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2457563.250000 Penalty: 4866.957031
	Iteration 25Q: 3 clusters Score -2457563 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2457598.750000 Penalty: 4866.957031
	Iteration 26Q: 3 clusters Score -2457599 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2457642.000000 Penalty: 4866.957031
	Iteration 27Q: 3 clusters Score -2457642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2457646.500000 Penalty: 4866.957031
	Iteration 28Q: 3 clusters Score -2457646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2457666.000000 Penalty: 4866.957031
	Iteration 29Q: 3 clusters Score -2457666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2457656.250000 Penalty: 4866.957031
	Iteration 30Q: 3 clusters Score -2457656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2457659.750000 Penalty: 4866.957031
	Iteration 31Q: 3 clusters Score -2457660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2457645.250000 Penalty: 4866.957031
	Iteration 32Q: 3 clusters Score -2457645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2457656.000000 Penalty: 4866.957031
	Iteration 33Q: 3 clusters Score -2457656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2457669.000000 Penalty: 4866.957031
	Iteration 34Q: 3 clusters Score -2457669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2457648.750000 Penalty: 4866.957031
	Iteration 35Q: 3 clusters Score -2457649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2457652.500000 Penalty: 4866.957031
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Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 15875 members 
Mstep: Class 12 contains 122979 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Entering Unmasked Estep 
Score: -133271128.000000 Penalty: 93606.640625
Splitting cluster 10 changes total score from -133193384.000000 to -133271128.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (15875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Entering Unmasked Estep 
Score: -1774738.125000 Penalty: 2398.780273
	Iteration 0F: 2 clusters Score -1774738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1763376.375000 Penalty: 4797.560547
	Iteration 0F: 3 clusters Score -1763376 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1767594.125000 Penalty: 4797.560547
	Iteration 1F: 3 clusters Score -1767594 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1769305.250000 Penalty: 4797.560547
	Iteration 2F: 3 clusters Score -1769305 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1771699.500000 Penalty: 4797.560547
	Iteration 3F: 3 clusters Score -1771700 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1773814.125000 Penalty: 4797.560547
	Iteration 4F: 3 clusters Score -1773814 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1775389.125000 Penalty: 4797.560547
	Iteration 5F: 3 clusters Score -1775389 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1776525.250000 Penalty: 4797.560547
	Iteration 6F: 3 clusters Score -1776525 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1777629.875000 Penalty: 4797.560547
	Iteration 7F: 3 clusters Score -1777630 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1778711.250000 Penalty: 4797.560547
	Iteration 8F: 3 clusters Score -1778711 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1779905.000000 Penalty: 4797.560547
	Iteration 9Q: 3 clusters Score -1779905 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1781959.750000 Penalty: 4797.560547
	Iteration 10Q: 3 clusters Score -1781960 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1783999.750000 Penalty: 4797.560547
	Iteration 11Q: 3 clusters Score -1784000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1784299.625000 Penalty: 4797.560547
	Iteration 12Q: 3 clusters Score -1784300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1784337.375000 Penalty: 4797.560547
	Iteration 13Q: 3 clusters Score -1784337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1784341.375000 Penalty: 4797.560547
	Iteration 14Q: 3 clusters Score -1784341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1784345.625000 Penalty: 4797.560547
	Iteration 15Q: 3 clusters Score -1784346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1784345.625000 Penalty: 4797.560547
	Iteration 16Q: 3 clusters Score -1784346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1784345.625000 Penalty: 4797.560547
	Iteration 17F: 3 clusters Score -1784346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 122979 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 10536 members 
Entering Unmasked Estep 
Score: -133279344.000000 Penalty: 97073.554688
Splitting cluster 11 changes total score from -133193384.000000 to -133279344.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (122979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122979 members 
Entering Unmasked Estep 
Score: -14754884.000000 Penalty: 2906.502686
	Iteration 0F: 2 clusters Score -1.475488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -14673085.000000 Penalty: 5813.005371
	Iteration 0F: 3 clusters Score -1.467308e+07 nChanged 58665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -14707740.000000 Penalty: 5813.005371
	Iteration 1F: 3 clusters Score -1.470774e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -14710092.000000 Penalty: 5813.005371
	Iteration 2Q: 3 clusters Score -1.471009e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -14715027.000000 Penalty: 5813.005371
	Iteration 3F: 3 clusters Score -1.471503e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -14726924.000000 Penalty: 5813.005371
	Iteration 4F: 3 clusters Score -1.472692e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -14750319.000000 Penalty: 5813.005371
	Iteration 5F: 3 clusters Score -1.475032e+07 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -14770444.000000 Penalty: 5813.005371
	Iteration 6F: 3 clusters Score -1.477044e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -14782076.000000 Penalty: 5813.005371
	Iteration 7F: 3 clusters Score -1.478208e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -14788796.000000 Penalty: 5813.005371
	Iteration 8Q: 3 clusters Score -1.47888e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -14792612.000000 Penalty: 5813.005371
	Iteration 9Q: 3 clusters Score -1.479261e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 81055 members 
Entering Unmasked Estep 
Score: -14793891.000000 Penalty: 5813.005371
	Iteration 10Q: 3 clusters Score -1.479389e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -14794186.000000 Penalty: 5813.005371
	Iteration 11Q: 3 clusters Score -1.479419e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -14794264.000000 Penalty: 5813.005371
	Iteration 12Q: 3 clusters Score -1.479426e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -14794292.000000 Penalty: 5813.005371
	Iteration 13Q: 3 clusters Score -1.479429e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -14794330.000000 Penalty: 5813.005371
	Iteration 14Q: 3 clusters Score -1.479433e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -14794334.000000 Penalty: 5813.005371
	Iteration 15Q: 3 clusters Score -1.479433e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -14794304.000000 Penalty: 5813.005371
	Iteration 16Q: 3 clusters Score -1.47943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
Score: -14794303.000000 Penalty: 5813.005371
	Iteration 17Q: 3 clusters Score -1.47943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -14794298.000000 Penalty: 5813.005371
	Iteration 18Q: 3 clusters Score -1.47943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -14794293.000000 Penalty: 5813.005371
	Iteration 19Q: 3 clusters Score -1.479429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -14794294.000000 Penalty: 5813.005371
	Iteration 20F: 3 clusters Score -1.479429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -14794298.000000 Penalty: 5813.005371
	Iteration 21Q: 3 clusters Score -1.47943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -14794290.000000 Penalty: 5813.005371
	Iteration 22Q: 3 clusters Score -1.479429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -14794290.000000 Penalty: 5813.005371
	Iteration 23F: 3 clusters Score -1.479429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 82708 members 
Entering Unmasked Estep 
Score: -133314304.000000 Penalty: 100540.468750
Splitting cluster 12 changes total score from -133193384.000000 to -133314304.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (24029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Entering Unmasked Estep 
Score: -2351696.750000 Penalty: 2501.580322
	Iteration 0F: 2 clusters Score -2351697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2335525.250000 Penalty: 5003.160645
	Iteration 0F: 3 clusters Score -2335525 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2344881.250000 Penalty: 5003.160645
	Iteration 1F: 3 clusters Score -2344881 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2351700.500000 Penalty: 5003.160645
	Iteration 2F: 3 clusters Score -2351700 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2360010.250000 Penalty: 5003.160645
	Iteration 3F: 3 clusters Score -2360010 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2365238.500000 Penalty: 5003.160645
	Iteration 4F: 3 clusters Score -2365238 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2368352.000000 Penalty: 5003.160645
	Iteration 5F: 3 clusters Score -2368352 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2370430.750000 Penalty: 5003.160645
	Iteration 6F: 3 clusters Score -2370431 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2372121.750000 Penalty: 5003.160645
	Iteration 7Q: 3 clusters Score -2372122 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2373476.000000 Penalty: 5003.160645
	Iteration 8Q: 3 clusters Score -2373476 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2374461.750000 Penalty: 5003.160645
	Iteration 9Q: 3 clusters Score -2374462 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2375138.750000 Penalty: 5003.160645
	Iteration 10Q: 3 clusters Score -2375139 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2375590.250000 Penalty: 5003.160645
	Iteration 11Q: 3 clusters Score -2375590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2375848.750000 Penalty: 5003.160645
	Iteration 12Q: 3 clusters Score -2375849 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2375937.500000 Penalty: 5003.160645
	Iteration 13Q: 3 clusters Score -2375938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2375984.750000 Penalty: 5003.160645
	Iteration 14Q: 3 clusters Score -2375985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2376000.000000 Penalty: 5003.160645
	Iteration 15Q: 3 clusters Score -2376000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2376007.750000 Penalty: 5003.160645
	Iteration 16Q: 3 clusters Score -2376008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2376013.750000 Penalty: 5003.160645
	Iteration 17Q: 3 clusters Score -2376014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2376018.250000 Penalty: 5003.160645
	Iteration 18Q: 3 clusters Score -2376018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2376022.500000 Penalty: 5003.160645
	Iteration 19Q: 3 clusters Score -2376022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2376018.750000 Penalty: 5003.160645
	Iteration 20F: 3 clusters Score -2376019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2376022.750000 Penalty: 5003.160645
	Iteration 21Q: 3 clusters Score -2376023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2376022.750000 Penalty: 5003.160645
	Iteration 22F: 3 clusters Score -2376023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 82708 members 
Mstep: Class 30 contains 929 members 
Entering Unmasked Estep 
Score: -133338720.000000 Penalty: 104007.382812
Splitting cluster 13 changes total score from -133193384.000000 to -133338720.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1784019.000000 Penalty: 2393.570557
	Iteration 0F: 2 clusters Score -1784019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1772817.750000 Penalty: 4787.141113
	Iteration 0F: 3 clusters Score -1772818 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1776879.625000 Penalty: 4787.141113
	Iteration 1F: 3 clusters Score -1776880 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1777962.250000 Penalty: 4787.141113
	Iteration 2F: 3 clusters Score -1777962 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1779191.000000 Penalty: 4787.141113
	Iteration 3F: 3 clusters Score -1779191 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1780295.500000 Penalty: 4787.141113
	Iteration 4F: 3 clusters Score -1780296 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1781042.625000 Penalty: 4787.141113
	Iteration 5F: 3 clusters Score -1781043 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1781451.500000 Penalty: 4787.141113
	Iteration 6F: 3 clusters Score -1781452 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1781687.875000 Penalty: 4787.141113
	Iteration 7Q: 3 clusters Score -1781688 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1781816.500000 Penalty: 4787.141113
	Iteration 8Q: 3 clusters Score -1781816 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1781909.875000 Penalty: 4787.141113
	Iteration 9Q: 3 clusters Score -1781910 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1781986.750000 Penalty: 4787.141113
	Iteration 10Q: 3 clusters Score -1781987 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1782058.875000 Penalty: 4787.141113
	Iteration 11Q: 3 clusters Score -1782059 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1782115.000000 Penalty: 4787.141113
	Iteration 12Q: 3 clusters Score -1782115 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1782162.000000 Penalty: 4787.141113
	Iteration 13Q: 3 clusters Score -1782162 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1782204.125000 Penalty: 4787.141113
	Iteration 14Q: 3 clusters Score -1782204 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1782253.375000 Penalty: 4787.141113
	Iteration 15Q: 3 clusters Score -1782253 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1782288.000000 Penalty: 4787.141113
	Iteration 16Q: 3 clusters Score -1782288 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1782318.250000 Penalty: 4787.141113
	Iteration 17Q: 3 clusters Score -1782318 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1782357.250000 Penalty: 4787.141113
	Iteration 18Q: 3 clusters Score -1782357 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1782384.875000 Penalty: 4787.141113
	Iteration 19Q: 3 clusters Score -1782385 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1782414.375000 Penalty: 4787.141113
	Iteration 20F: 3 clusters Score -1782414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1782427.375000 Penalty: 4787.141113
	Iteration 21Q: 3 clusters Score -1782427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1782444.500000 Penalty: 4787.141113
	Iteration 22Q: 3 clusters Score -1782444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1782459.500000 Penalty: 4787.141113
	Iteration 23Q: 3 clusters Score -1782460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1782482.000000 Penalty: 4787.141113
	Iteration 24Q: 3 clusters Score -1782482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1782492.250000 Penalty: 4787.141113
	Iteration 25Q: 3 clusters Score -1782492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1782502.500000 Penalty: 4787.141113
	Iteration 26Q: 3 clusters Score -1782502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1782509.875000 Penalty: 4787.141113
	Iteration 27Q: 3 clusters Score -1782510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1782520.250000 Penalty: 4787.141113
	Iteration 28Q: 3 clusters Score -1782520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1782531.625000 Penalty: 4787.141113
	Iteration 29Q: 3 clusters Score -1782532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1782542.125000 Penalty: 4787.141113
	Iteration 30Q: 3 clusters Score -1782542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1782543.250000 Penalty: 4787.141113
	Iteration 31Q: 3 clusters Score -1782543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1782550.000000 Penalty: 4787.141113
	Iteration 32Q: 3 clusters Score -1782550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1782548.125000 Penalty: 4787.141113
	Iteration 33Q: 3 clusters Score -1782548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1782552.625000 Penalty: 4787.141113
	Iteration 34Q: 3 clusters Score -1782553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1782553.500000 Penalty: 4787.141113
	Iteration 35Q: 3 clusters Score -1782554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1782561.875000 Penalty: 4787.141113
	Iteration 36Q: 3 clusters Score -1782562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1782568.750000 Penalty: 4787.141113
	Iteration 37Q: 3 clusters Score -1782569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1782577.625000 Penalty: 4787.141113
	Iteration 38Q: 3 clusters Score -1782578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1782580.250000 Penalty: 4787.141113
	Iteration 39Q: 3 clusters Score -1782580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1782586.000000 Penalty: 4787.141113
	Iteration 40F: 3 clusters Score -1782586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1782591.875000 Penalty: 4787.141113
	Iteration 41Q: 3 clusters Score -1782592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1782594.125000 Penalty: 4787.141113
	Iteration 42Q: 3 clusters Score -1782594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1782600.375000 Penalty: 4787.141113
	Iteration 43Q: 3 clusters Score -1782600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1782605.625000 Penalty: 4787.141113
	Iteration 44Q: 3 clusters Score -1782606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1782607.750000 Penalty: 4787.141113
	Iteration 45Q: 3 clusters Score -1782608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1782607.375000 Penalty: 4787.141113
	Iteration 46Q: 3 clusters Score -1782607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1782610.625000 Penalty: 4787.141113
	Iteration 47Q: 3 clusters Score -1782611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1782611.000000 Penalty: 4787.141113
	Iteration 48Q: 3 clusters Score -1782611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1782617.625000 Penalty: 4787.141113
	Iteration 49Q: 3 clusters Score -1782618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1782616.875000 Penalty: 4787.141113
	Iteration 50Q: 3 clusters Score -1782617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1782623.375000 Penalty: 4787.141113
	Iteration 51Q: 3 clusters Score -1782623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1782619.500000 Penalty: 4787.141113
	Iteration 52Q: 3 clusters Score -1782620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1782619.375000 Penalty: 4787.141113
	Iteration 53Q: 3 clusters Score -1782619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1782621.625000 Penalty: 4787.141113
	Iteration 54Q: 3 clusters Score -1782622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1782619.500000 Penalty: 4787.141113
	Iteration 55Q: 3 clusters Score -1782620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1782619.500000 Penalty: 4787.141113
	Iteration 56F: 3 clusters Score -1782620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Entering Unmasked Estep 
Score: -3199212.500000 Penalty: 2548.929932
	Iteration 0F: 2 clusters Score -3199212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3179556.250000 Penalty: 5097.859863
	Iteration 0F: 3 clusters Score -3179556 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3188792.250000 Penalty: 5097.859863
	Iteration 1F: 3 clusters Score -3188792 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3192551.250000 Penalty: 5097.859863
	Iteration 2F: 3 clusters Score -3192551 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3196830.000000 Penalty: 5097.859863
	Iteration 3F: 3 clusters Score -3196830 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3199872.500000 Penalty: 5097.859863
	Iteration 4F: 3 clusters Score -3199872 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3201242.250000 Penalty: 5097.859863
	Iteration 5F: 3 clusters Score -3201242 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3202065.750000 Penalty: 5097.859863
	Iteration 6Q: 3 clusters Score -3202066 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3202765.750000 Penalty: 5097.859863
	Iteration 7Q: 3 clusters Score -3202766 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3203596.500000 Penalty: 5097.859863
	Iteration 8Q: 3 clusters Score -3203596 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3205051.250000 Penalty: 5097.859863
	Iteration 9Q: 3 clusters Score -3205051 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3207452.000000 Penalty: 5097.859863
	Iteration 10Q: 3 clusters Score -3207452 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3209071.000000 Penalty: 5097.859863
	Iteration 11Q: 3 clusters Score -3209071 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3209782.250000 Penalty: 5097.859863
	Iteration 12Q: 3 clusters Score -3209782 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3210246.250000 Penalty: 5097.859863
	Iteration 13Q: 3 clusters Score -3210246 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3210675.500000 Penalty: 5097.859863
	Iteration 14Q: 3 clusters Score -3210676 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3211239.500000 Penalty: 5097.859863
	Iteration 15Q: 3 clusters Score -3211240 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3211943.500000 Penalty: 5097.859863
	Iteration 16Q: 3 clusters Score -3211944 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3213054.750000 Penalty: 5097.859863
	Iteration 17Q: 3 clusters Score -3213055 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3214422.750000 Penalty: 5097.859863
	Iteration 18Q: 3 clusters Score -3214423 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3215035.750000 Penalty: 5097.859863
	Iteration 19Q: 3 clusters Score -3215036 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3215163.000000 Penalty: 5097.859863
	Iteration 20F: 3 clusters Score -3215163 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3215182.750000 Penalty: 5097.859863
	Iteration 21Q: 3 clusters Score -3215183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3215188.500000 Penalty: 5097.859863
	Iteration 22Q: 3 clusters Score -3215188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3215185.500000 Penalty: 5097.859863
	Iteration 23Q: 3 clusters Score -3215186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3215190.500000 Penalty: 5097.859863
	Iteration 24Q: 3 clusters Score -3215190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3215194.750000 Penalty: 5097.859863
	Iteration 25Q: 3 clusters Score -3215195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3215194.000000 Penalty: 5097.859863
	Iteration 26Q: 3 clusters Score -3215194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3215197.250000 Penalty: 5097.859863
	Iteration 27Q: 3 clusters Score -3215197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3215195.750000 Penalty: 5097.859863
	Iteration 28Q: 3 clusters Score -3215196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3215193.250000 Penalty: 5097.859863
	Iteration 29Q: 3 clusters Score -3215193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3215192.250000 Penalty: 5097.859863
	Iteration 30Q: 3 clusters Score -3215192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -3215196.250000 Penalty: 5097.859863
	Iteration 31Q: 3 clusters Score -3215196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3215194.500000 Penalty: 5097.859863
	Iteration 32Q: 3 clusters Score -3215194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3215195.250000 Penalty: 5097.859863
	Iteration 33Q: 3 clusters Score -3215195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3215191.250000 Penalty: 5097.859863
	Iteration 34Q: 3 clusters Score -3215191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3215193.750000 Penalty: 5097.859863
	Iteration 35Q: 3 clusters Score -3215194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3215193.750000 Penalty: 5097.859863
	Iteration 36F: 3 clusters Score -3215194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 10756 members 
Mstep: Class 16 contains 65096 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 82708 members 
Mstep: Class 30 contains 929 members 
Mstep: Class 31 contains 18328 members 
Entering Unmasked Estep 
Score: -133353816.000000 Penalty: 107474.289062
Splitting cluster 15 changes total score from -133193384.000000 to -133353816.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (65096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Entering Unmasked Estep 
Score: -7133862.000000 Penalty: 2748.737305
	Iteration 0F: 2 clusters Score -7133862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -7090158.500000 Penalty: 5497.474609
	Iteration 0F: 3 clusters Score -7090158 nChanged 30428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -7108876.000000 Penalty: 5497.474609
	Iteration 1F: 3 clusters Score -7108876 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -7111270.500000 Penalty: 5497.474609
	Iteration 2F: 3 clusters Score -7111270 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -7114747.000000 Penalty: 5497.474609
	Iteration 3F: 3 clusters Score -7114747 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -7119107.000000 Penalty: 5497.474609
	Iteration 4F: 3 clusters Score -7119107 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -7123034.500000 Penalty: 5497.474609
	Iteration 5F: 3 clusters Score -7123034 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -7125769.000000 Penalty: 5497.474609
	Iteration 6F: 3 clusters Score -7125769 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -7127628.500000 Penalty: 5497.474609
	Iteration 7F: 3 clusters Score -7127628 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -7128941.500000 Penalty: 5497.474609
	Iteration 8Q: 3 clusters Score -7128942 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -7129788.000000 Penalty: 5497.474609
	Iteration 9Q: 3 clusters Score -7129788 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -7130429.000000 Penalty: 5497.474609
	Iteration 10Q: 3 clusters Score -7130429 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -7130902.500000 Penalty: 5497.474609
	Iteration 11Q: 3 clusters Score -7130902 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -7131187.500000 Penalty: 5497.474609
	Iteration 12Q: 3 clusters Score -7131188 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -7131463.500000 Penalty: 5497.474609
	Iteration 13Q: 3 clusters Score -7131464 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -7131661.000000 Penalty: 5497.474609
	Iteration 14Q: 3 clusters Score -7131661 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -7131827.500000 Penalty: 5497.474609
	Iteration 15Q: 3 clusters Score -7131828 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -7131941.500000 Penalty: 5497.474609
	Iteration 16Q: 3 clusters Score -7131942 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7132087.500000 Penalty: 5497.474609
	Iteration 17Q: 3 clusters Score -7132088 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -7132223.000000 Penalty: 5497.474609
	Iteration 18Q: 3 clusters Score -7132223 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -7132352.500000 Penalty: 5497.474609
	Iteration 19Q: 3 clusters Score -7132352 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -7132470.500000 Penalty: 5497.474609
	Iteration 20F: 3 clusters Score -7132470 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -7132594.000000 Penalty: 5497.474609
	Iteration 21Q: 3 clusters Score -7132594 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -7132647.500000 Penalty: 5497.474609
	Iteration 22Q: 3 clusters Score -7132648 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -7132763.500000 Penalty: 5497.474609
	Iteration 23Q: 3 clusters Score -7132764 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -7132896.000000 Penalty: 5497.474609
	Iteration 24Q: 3 clusters Score -7132896 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -7133032.000000 Penalty: 5497.474609
	Iteration 25Q: 3 clusters Score -7133032 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7133194.500000 Penalty: 5497.474609
	Iteration 26Q: 3 clusters Score -7133194 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -7133318.500000 Penalty: 5497.474609
	Iteration 27Q: 3 clusters Score -7133318 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -7133434.000000 Penalty: 5497.474609
	Iteration 28Q: 3 clusters Score -7133434 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -7133583.000000 Penalty: 5497.474609
	Iteration 29Q: 3 clusters Score -7133583 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -7133676.500000 Penalty: 5497.474609
	Iteration 30Q: 3 clusters Score -7133676 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -7133871.500000 Penalty: 5497.474609
	Iteration 31Q: 3 clusters Score -7133872 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -7134037.500000 Penalty: 5497.474609
	Iteration 32Q: 3 clusters Score -7134038 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -7134216.500000 Penalty: 5497.474609
	Iteration 33Q: 3 clusters Score -7134216 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -7134338.500000 Penalty: 5497.474609
	Iteration 34Q: 3 clusters Score -7134338 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -7134499.000000 Penalty: 5497.474609
	Iteration 35Q: 3 clusters Score -7134499 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -7134711.500000 Penalty: 5497.474609
	Iteration 36Q: 3 clusters Score -7134712 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -7134924.500000 Penalty: 5497.474609
	Iteration 37Q: 3 clusters Score -7134924 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -7135148.000000 Penalty: 5497.474609
	Iteration 38Q: 3 clusters Score -7135148 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -7135378.000000 Penalty: 5497.474609
	Iteration 39Q: 3 clusters Score -7135378 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -7135496.000000 Penalty: 5497.474609
	Iteration 40F: 3 clusters Score -7135496 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -7135665.000000 Penalty: 5497.474609
	Iteration 41Q: 3 clusters Score -7135665 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -7135750.500000 Penalty: 5497.474609
	Iteration 42Q: 3 clusters Score -7135750 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -7135853.500000 Penalty: 5497.474609
	Iteration 43Q: 3 clusters Score -7135854 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -7135922.000000 Penalty: 5497.474609
	Iteration 44Q: 3 clusters Score -7135922 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -7135992.000000 Penalty: 5497.474609
	Iteration 45Q: 3 clusters Score -7135992 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -7136015.500000 Penalty: 5497.474609
	Iteration 46Q: 3 clusters Score -7136016 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -7136070.500000 Penalty: 5497.474609
	Iteration 47Q: 3 clusters Score -7136070 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -7136119.000000 Penalty: 5497.474609
	Iteration 48Q: 3 clusters Score -7136119 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -7136154.000000 Penalty: 5497.474609
	Iteration 49Q: 3 clusters Score -7136154 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -7136172.000000 Penalty: 5497.474609
	Iteration 50Q: 3 clusters Score -7136172 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -7136211.000000 Penalty: 5497.474609
	Iteration 51Q: 3 clusters Score -7136211 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -7136231.000000 Penalty: 5497.474609
	Iteration 52Q: 3 clusters Score -7136231 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -7136241.000000 Penalty: 5497.474609
	Iteration 53Q: 3 clusters Score -7136241 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -7136254.500000 Penalty: 5497.474609
	Iteration 54Q: 3 clusters Score -7136254 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -7136285.500000 Penalty: 5497.474609
	Iteration 55Q: 3 clusters Score -7136286 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -7136304.000000 Penalty: 5497.474609
	Iteration 56Q: 3 clusters Score -7136304 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -7136349.500000 Penalty: 5497.474609
	Iteration 57Q: 3 clusters Score -7136350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -7136353.500000 Penalty: 5497.474609
	Iteration 58Q: 3 clusters Score -7136354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -7136365.000000 Penalty: 5497.474609
	Iteration 59Q: 3 clusters Score -7136365 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -7136379.000000 Penalty: 5497.474609
	Iteration 60F: 3 clusters Score -7136379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -7136401.000000 Penalty: 5497.474609
	Iteration 61Q: 3 clusters Score -7136401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -7136409.500000 Penalty: 5497.474609
	Iteration 62Q: 3 clusters Score -7136410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -7136398.000000 Penalty: 5497.474609
	Iteration 63Q: 3 clusters Score -7136398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -7136377.000000 Penalty: 5497.474609
	Iteration 64Q: 3 clusters Score -7136377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -7136374.000000 Penalty: 5497.474609
	Iteration 65Q: 3 clusters Score -7136374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -7136387.000000 Penalty: 5497.474609
	Iteration 66Q: 3 clusters Score -7136387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -7136373.500000 Penalty: 5497.474609
	Iteration 67Q: 3 clusters Score -7136374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -7136384.500000 Penalty: 5497.474609
	Iteration 68Q: 3 clusters Score -7136384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -7136401.000000 Penalty: 5497.474609
	Iteration 69Q: 3 clusters Score -7136401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -7136409.000000 Penalty: 5497.474609
	Iteration 70Q: 3 clusters Score -7136409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -7136409.500000 Penalty: 5497.474609
	Iteration 71Q: 3 clusters Score -7136410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -7136406.000000 Penalty: 5497.474609
	Iteration 72Q: 3 clusters Score -7136406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -7136401.500000 Penalty: 5497.474609
	Iteration 73Q: 3 clusters Score -7136402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -7136402.500000 Penalty: 5497.474609
	Iteration 74Q: 3 clusters Score -7136402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -7136401.000000 Penalty: 5497.474609
	Iteration 75Q: 3 clusters Score -7136401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -7136399.000000 Penalty: 5497.474609
	Iteration 76Q: 3 clusters Score -7136399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -7136397.500000 Penalty: 5497.474609
	Iteration 77Q: 3 clusters Score -7136398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -7136407.500000 Penalty: 5497.474609
	Iteration 78Q: 3 clusters Score -7136408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -7136405.000000 Penalty: 5497.474609
	Iteration 79Q: 3 clusters Score -7136405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -7136396.500000 Penalty: 5497.474609
	Iteration 80F: 3 clusters Score -7136396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -7136395.000000 Penalty: 5497.474609
	Iteration 81Q: 3 clusters Score -7136395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -7136390.500000 Penalty: 5497.474609
	Iteration 82Q: 3 clusters Score -7136390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -7136391.500000 Penalty: 5497.474609
	Iteration 83Q: 3 clusters Score -7136392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -7136391.500000 Penalty: 5497.474609
	Iteration 84Q: 3 clusters Score -7136392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -7136387.500000 Penalty: 5497.474609
	Iteration 85Q: 3 clusters Score -7136388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -7136392.000000 Penalty: 5497.474609
	Iteration 86Q: 3 clusters Score -7136392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -7136407.000000 Penalty: 5497.474609
	Iteration 87Q: 3 clusters Score -7136407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -7136399.500000 Penalty: 5497.474609
	Iteration 88Q: 3 clusters Score -7136400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -7136404.500000 Penalty: 5497.474609
	Iteration 89Q: 3 clusters Score -7136404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -7136414.500000 Penalty: 5497.474609
	Iteration 90Q: 3 clusters Score -7136414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -7136407.000000 Penalty: 5497.474609
	Iteration 91Q: 3 clusters Score -7136407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -7136407.500000 Penalty: 5497.474609
	Iteration 92Q: 3 clusters Score -7136408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -7136418.500000 Penalty: 5497.474609
	Iteration 93Q: 3 clusters Score -7136418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -7136411.500000 Penalty: 5497.474609
	Iteration 94Q: 3 clusters Score -7136412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -7136421.000000 Penalty: 5497.474609
	Iteration 95Q: 3 clusters Score -7136421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -7136421.500000 Penalty: 5497.474609
	Iteration 96Q: 3 clusters Score -7136422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -7136418.500000 Penalty: 5497.474609
	Iteration 97Q: 3 clusters Score -7136418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -7136414.000000 Penalty: 5497.474609
	Iteration 98Q: 3 clusters Score -7136414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -7136421.500000 Penalty: 5497.474609
	Iteration 99Q: 3 clusters Score -7136422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -7136422.500000 Penalty: 5497.474609
	Iteration 100F: 3 clusters Score -7136422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -7136416.500000 Penalty: 5497.474609
	Iteration 101Q: 3 clusters Score -7136416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -7136415.000000 Penalty: 5497.474609
	Iteration 102Q: 3 clusters Score -7136415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -7136409.500000 Penalty: 5497.474609
	Iteration 103Q: 3 clusters Score -7136410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -7136415.000000 Penalty: 5497.474609
	Iteration 104Q: 3 clusters Score -7136415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -7136414.500000 Penalty: 5497.474609
	Iteration 105Q: 3 clusters Score -7136414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -7136417.000000 Penalty: 5497.474609
	Iteration 106Q: 3 clusters Score -7136417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -7136411.000000 Penalty: 5497.474609
	Iteration 107Q: 3 clusters Score -7136411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -7136409.000000 Penalty: 5497.474609
	Iteration 108Q: 3 clusters Score -7136409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -7136412.000000 Penalty: 5497.474609
	Iteration 109Q: 3 clusters Score -7136412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -7136412.000000 Penalty: 5497.474609
	Iteration 110Q: 3 clusters Score -7136412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -7136411.500000 Penalty: 5497.474609
	Iteration 111Q: 3 clusters Score -7136412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -7136405.500000 Penalty: 5497.474609
	Iteration 112Q: 3 clusters Score -7136406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -7136412.000000 Penalty: 5497.474609
	Iteration 113Q: 3 clusters Score -7136412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -7136408.500000 Penalty: 5497.474609
	Iteration 114Q: 3 clusters Score -7136408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -7136404.000000 Penalty: 5497.474609
	Iteration 115Q: 3 clusters Score -7136404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -7136406.500000 Penalty: 5497.474609
	Iteration 116Q: 3 clusters Score -7136406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -7136410.000000 Penalty: 5497.474609
	Iteration 117Q: 3 clusters Score -7136410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -7136410.000000 Penalty: 5497.474609
	Iteration 118Q: 3 clusters Score -7136410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -7136404.500000 Penalty: 5497.474609
	Iteration 119Q: 3 clusters Score -7136404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -7136406.500000 Penalty: 5497.474609
	Iteration 120F: 3 clusters Score -7136406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -7136404.000000 Penalty: 5497.474609
	Iteration 121Q: 3 clusters Score -7136404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -7136404.000000 Penalty: 5497.474609
	Iteration 122F: 3 clusters Score -7136404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 10756 members 
Mstep: Class 16 contains 9311 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 82708 members 
Mstep: Class 30 contains 929 members 
Mstep: Class 31 contains 18328 members 
Mstep: Class 32 contains 55785 members 
Entering Unmasked Estep 
Score: -133355240.000000 Penalty: 110941.203125
Splitting cluster 16 changes total score from -133193384.000000 to -133355240.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -132807.312500 Penalty: 1782.351440
	Iteration 0F: 2 clusters Score -132807.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131341.515625 Penalty: 3564.702881
	Iteration 0F: 3 clusters Score -131341.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137286.812500 Penalty: 3564.702881
	Iteration 1F: 3 clusters Score -137286.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -143818.046875 Penalty: 3564.702881
	Iteration 2F: 3 clusters Score -143818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -145303.031250 Penalty: 3564.702881
	Iteration 3F: 3 clusters Score -145303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -145792.781250 Penalty: 3564.702881
	Iteration 4Q: 3 clusters Score -145792.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -146044.140625 Penalty: 3564.702881
	Iteration 5Q: 3 clusters Score -146044.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -146097.687500 Penalty: 3564.702881
	Iteration 6Q: 3 clusters Score -146097.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -146155.781250 Penalty: 3564.702881
	Iteration 7Q: 3 clusters Score -146155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -146174.265625 Penalty: 3564.702881
	Iteration 8Q: 3 clusters Score -146174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -146188.578125 Penalty: 3564.702881
	Iteration 9Q: 3 clusters Score -146188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -146204.671875 Penalty: 3564.702881
	Iteration 10Q: 3 clusters Score -146204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -146222.125000 Penalty: 3564.702881
	Iteration 11Q: 3 clusters Score -146222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -146242.031250 Penalty: 3564.702881
	Iteration 12Q: 3 clusters Score -146242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -146247.031250 Penalty: 3564.702881
	Iteration 13Q: 3 clusters Score -146247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -146261.359375 Penalty: 3564.702881
	Iteration 14F: 3 clusters Score -146261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -146438.781250 Penalty: 3564.702881
	Iteration 15Q: 3 clusters Score -146438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -146441.656250 Penalty: 3564.702881
	Iteration 16Q: 3 clusters Score -146441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -146438.906250 Penalty: 3564.702881
	Iteration 17Q: 3 clusters Score -146438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -146438.906250 Penalty: 3564.702881
	Iteration 18F: 3 clusters Score -146438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 10756 members 
Mstep: Class 16 contains 9311 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 82708 members 
Mstep: Class 30 contains 929 members 
Mstep: Class 31 contains 18328 members 
Mstep: Class 32 contains 55785 members 
Mstep: Class 33 contains 539 members 
Entering Unmasked Estep 
Score: -133367912.000000 Penalty: 114408.117188
Splitting cluster 17 changes total score from -133193384.000000 to -133367912.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (37318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Entering Unmasked Estep 
Score: -4216963.000000 Penalty: 2610.753418
	Iteration 0F: 2 clusters Score -4216963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4191528.750000 Penalty: 5221.506836
	Iteration 0F: 3 clusters Score -4191529 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -4202226.500000 Penalty: 5221.506836
	Iteration 1F: 3 clusters Score -4202226 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4204169.500000 Penalty: 5221.506836
	Iteration 2F: 3 clusters Score -4204170 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -4207386.500000 Penalty: 5221.506836
	Iteration 3F: 3 clusters Score -4207386 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -4211433.500000 Penalty: 5221.506836
	Iteration 4F: 3 clusters Score -4211434 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4215319.000000 Penalty: 5221.506836
	Iteration 5F: 3 clusters Score -4215319 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -4218447.500000 Penalty: 5221.506836
	Iteration 6F: 3 clusters Score -4218448 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -4219624.000000 Penalty: 5221.506836
	Iteration 7Q: 3 clusters Score -4219624 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -4220049.000000 Penalty: 5221.506836
	Iteration 8Q: 3 clusters Score -4220049 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4220375.500000 Penalty: 5221.506836
	Iteration 9Q: 3 clusters Score -4220376 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4220625.000000 Penalty: 5221.506836
	Iteration 10Q: 3 clusters Score -4220625 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4220837.500000 Penalty: 5221.506836
	Iteration 11Q: 3 clusters Score -4220838 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -4221004.500000 Penalty: 5221.506836
	Iteration 12Q: 3 clusters Score -4221004 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -4221157.500000 Penalty: 5221.506836
	Iteration 13Q: 3 clusters Score -4221158 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4221300.000000 Penalty: 5221.506836
	Iteration 14Q: 3 clusters Score -4221300 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -4221454.500000 Penalty: 5221.506836
	Iteration 15Q: 3 clusters Score -4221454 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4221671.500000 Penalty: 5221.506836
	Iteration 16Q: 3 clusters Score -4221672 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -4222266.000000 Penalty: 5221.506836
	Iteration 17Q: 3 clusters Score -4222266 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -4223448.500000 Penalty: 5221.506836
	Iteration 18Q: 3 clusters Score -4223448 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4224493.000000 Penalty: 5221.506836
	Iteration 19Q: 3 clusters Score -4224493 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -4224887.000000 Penalty: 5221.506836
	Iteration 20F: 3 clusters Score -4224887 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4224971.500000 Penalty: 5221.506836
	Iteration 21Q: 3 clusters Score -4224972 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -4225019.500000 Penalty: 5221.506836
	Iteration 22Q: 3 clusters Score -4225020 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -4225021.000000 Penalty: 5221.506836
	Iteration 23Q: 3 clusters Score -4225021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -4225033.500000 Penalty: 5221.506836
	Iteration 24Q: 3 clusters Score -4225034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4225046.500000 Penalty: 5221.506836
	Iteration 25Q: 3 clusters Score -4225046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -4225049.000000 Penalty: 5221.506836
	Iteration 26Q: 3 clusters Score -4225049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -4225042.000000 Penalty: 5221.506836
	Iteration 27Q: 3 clusters Score -4225042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4225046.500000 Penalty: 5221.506836
	Iteration 28Q: 3 clusters Score -4225046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -4225052.500000 Penalty: 5221.506836
	Iteration 29Q: 3 clusters Score -4225052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -4225055.000000 Penalty: 5221.506836
	Iteration 30Q: 3 clusters Score -4225055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -4225055.000000 Penalty: 5221.506836
	Iteration 31F: 3 clusters Score -4225055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 10756 members 
Mstep: Class 16 contains 9311 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 9466 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 82708 members 
Mstep: Class 30 contains 929 members 
Mstep: Class 31 contains 18328 members 
Mstep: Class 32 contains 55785 members 
Mstep: Class 33 contains 539 members 
Mstep: Class 34 contains 27852 members 
Entering Unmasked Estep 
Score: -133374648.000000 Penalty: 117875.031250
Splitting cluster 18 changes total score from -133193384.000000 to -133374648.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (40597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Entering Unmasked Estep 
Score: -4626164.000000 Penalty: 2631.639404
	Iteration 0F: 2 clusters Score -4626164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -4598609.500000 Penalty: 5263.278809
	Iteration 0F: 3 clusters Score -4598610 nChanged 18552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4609868.500000 Penalty: 5263.278809
	Iteration 1F: 3 clusters Score -4609868 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4611306.500000 Penalty: 5263.278809
	Iteration 2F: 3 clusters Score -4611306 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4613248.500000 Penalty: 5263.278809
	Iteration 3F: 3 clusters Score -4613248 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4616021.500000 Penalty: 5263.278809
	Iteration 4F: 3 clusters Score -4616022 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -4619403.500000 Penalty: 5263.278809
	Iteration 5F: 3 clusters Score -4619404 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -4622917.000000 Penalty: 5263.278809
	Iteration 6F: 3 clusters Score -4622917 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -4626210.000000 Penalty: 5263.278809
	Iteration 7F: 3 clusters Score -4626210 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4629664.500000 Penalty: 5263.278809
	Iteration 8F: 3 clusters Score -4629664 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4632154.000000 Penalty: 5263.278809
	Iteration 9Q: 3 clusters Score -4632154 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -4632978.000000 Penalty: 5263.278809
	Iteration 10Q: 3 clusters Score -4632978 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -4633177.500000 Penalty: 5263.278809
	Iteration 11Q: 3 clusters Score -4633178 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -4633251.500000 Penalty: 5263.278809
	Iteration 12Q: 3 clusters Score -4633252 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -4633301.500000 Penalty: 5263.278809
	Iteration 13Q: 3 clusters Score -4633302 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -4633331.500000 Penalty: 5263.278809
	Iteration 14Q: 3 clusters Score -4633332 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -4633350.500000 Penalty: 5263.278809
	Iteration 15Q: 3 clusters Score -4633350 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4633359.500000 Penalty: 5263.278809
	Iteration 16Q: 3 clusters Score -4633360 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4633377.000000 Penalty: 5263.278809
	Iteration 17Q: 3 clusters Score -4633377 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4633406.000000 Penalty: 5263.278809
	Iteration 18Q: 3 clusters Score -4633406 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -4633409.500000 Penalty: 5263.278809
	Iteration 19Q: 3 clusters Score -4633410 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4633429.500000 Penalty: 5263.278809
	Iteration 20F: 3 clusters Score -4633430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -4633441.500000 Penalty: 5263.278809
	Iteration 21Q: 3 clusters Score -4633442 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -4633512.000000 Penalty: 5263.278809
	Iteration 22Q: 3 clusters Score -4633512 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -4633584.500000 Penalty: 5263.278809
	Iteration 23Q: 3 clusters Score -4633584 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4633708.000000 Penalty: 5263.278809
	Iteration 24Q: 3 clusters Score -4633708 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -4633848.000000 Penalty: 5263.278809
	Iteration 25Q: 3 clusters Score -4633848 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -4634106.500000 Penalty: 5263.278809
	Iteration 26Q: 3 clusters Score -4634106 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -4634423.500000 Penalty: 5263.278809
	Iteration 27Q: 3 clusters Score -4634424 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -4634732.500000 Penalty: 5263.278809
	Iteration 28Q: 3 clusters Score -4634732 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -4634977.000000 Penalty: 5263.278809
	Iteration 29Q: 3 clusters Score -4634977 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4635138.500000 Penalty: 5263.278809
	Iteration 30Q: 3 clusters Score -4635138 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4635226.500000 Penalty: 5263.278809
	Iteration 31Q: 3 clusters Score -4635226 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4635259.000000 Penalty: 5263.278809
	Iteration 32Q: 3 clusters Score -4635259 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4635298.000000 Penalty: 5263.278809
	Iteration 33Q: 3 clusters Score -4635298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -4635323.500000 Penalty: 5263.278809
	Iteration 34Q: 3 clusters Score -4635324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -4635344.500000 Penalty: 5263.278809
	Iteration 35Q: 3 clusters Score -4635344 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -4635355.500000 Penalty: 5263.278809
	Iteration 36Q: 3 clusters Score -4635356 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -4635373.000000 Penalty: 5263.278809
	Iteration 37Q: 3 clusters Score -4635373 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -4635399.500000 Penalty: 5263.278809
	Iteration 38Q: 3 clusters Score -4635400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -4635449.500000 Penalty: 5263.278809
	Iteration 39Q: 3 clusters Score -4635450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -4635459.500000 Penalty: 5263.278809
	Iteration 40F: 3 clusters Score -4635460 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4635493.000000 Penalty: 5263.278809
	Iteration 41Q: 3 clusters Score -4635493 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4635528.000000 Penalty: 5263.278809
	Iteration 42Q: 3 clusters Score -4635528 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -4635560.500000 Penalty: 5263.278809
	Iteration 43Q: 3 clusters Score -4635560 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -4635627.500000 Penalty: 5263.278809
	Iteration 44Q: 3 clusters Score -4635628 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -4635668.500000 Penalty: 5263.278809
	Iteration 45Q: 3 clusters Score -4635668 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -4635728.500000 Penalty: 5263.278809
	Iteration 46Q: 3 clusters Score -4635728 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -4635784.000000 Penalty: 5263.278809
	Iteration 47Q: 3 clusters Score -4635784 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -4635837.000000 Penalty: 5263.278809
	Iteration 48Q: 3 clusters Score -4635837 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -4635904.000000 Penalty: 5263.278809
	Iteration 49Q: 3 clusters Score -4635904 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4635970.500000 Penalty: 5263.278809
	Iteration 50Q: 3 clusters Score -4635970 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -4636032.500000 Penalty: 5263.278809
	Iteration 51Q: 3 clusters Score -4636032 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -4636118.000000 Penalty: 5263.278809
	Iteration 52Q: 3 clusters Score -4636118 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -4636222.000000 Penalty: 5263.278809
	Iteration 53Q: 3 clusters Score -4636222 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -4636319.500000 Penalty: 5263.278809
	Iteration 54Q: 3 clusters Score -4636320 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -4636414.000000 Penalty: 5263.278809
	Iteration 55Q: 3 clusters Score -4636414 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -4636490.000000 Penalty: 5263.278809
	Iteration 56Q: 3 clusters Score -4636490 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4636563.500000 Penalty: 5263.278809
	Iteration 57Q: 3 clusters Score -4636564 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -4636632.000000 Penalty: 5263.278809
	Iteration 58Q: 3 clusters Score -4636632 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -4636667.000000 Penalty: 5263.278809
	Iteration 59Q: 3 clusters Score -4636667 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -4636692.000000 Penalty: 5263.278809
	Iteration 60F: 3 clusters Score -4636692 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -4636721.000000 Penalty: 5263.278809
	Iteration 61Q: 3 clusters Score -4636721 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -4636748.000000 Penalty: 5263.278809
	Iteration 62Q: 3 clusters Score -4636748 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4636774.000000 Penalty: 5263.278809
	Iteration 63Q: 3 clusters Score -4636774 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4636798.500000 Penalty: 5263.278809
	Iteration 64Q: 3 clusters Score -4636798 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -4636809.000000 Penalty: 5263.278809
	Iteration 65Q: 3 clusters Score -4636809 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -4636822.000000 Penalty: 5263.278809
	Iteration 66Q: 3 clusters Score -4636822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4636818.500000 Penalty: 5263.278809
	Iteration 67Q: 3 clusters Score -4636818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -4636820.500000 Penalty: 5263.278809
	Iteration 68Q: 3 clusters Score -4636820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -4636843.500000 Penalty: 5263.278809
	Iteration 69Q: 3 clusters Score -4636844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -4636832.000000 Penalty: 5263.278809
	Iteration 70Q: 3 clusters Score -4636832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4636841.000000 Penalty: 5263.278809
	Iteration 71Q: 3 clusters Score -4636841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -4636839.500000 Penalty: 5263.278809
	Iteration 72Q: 3 clusters Score -4636840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4636843.500000 Penalty: 5263.278809
	Iteration 73Q: 3 clusters Score -4636844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -4636859.000000 Penalty: 5263.278809
	Iteration 74Q: 3 clusters Score -4636859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -4636861.000000 Penalty: 5263.278809
	Iteration 75Q: 3 clusters Score -4636861 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -4636875.000000 Penalty: 5263.278809
	Iteration 76Q: 3 clusters Score -4636875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4636876.500000 Penalty: 5263.278809
	Iteration 77Q: 3 clusters Score -4636876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -4636889.500000 Penalty: 5263.278809
	Iteration 78Q: 3 clusters Score -4636890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4636890.000000 Penalty: 5263.278809
	Iteration 79Q: 3 clusters Score -4636890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4636890.000000 Penalty: 5263.278809
	Iteration 80F: 3 clusters Score -4636890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4636892.500000 Penalty: 5263.278809
	Iteration 81Q: 3 clusters Score -4636892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4636878.500000 Penalty: 5263.278809
	Iteration 82Q: 3 clusters Score -4636878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -4636885.500000 Penalty: 5263.278809
	Iteration 83Q: 3 clusters Score -4636886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4636886.000000 Penalty: 5263.278809
	Iteration 84Q: 3 clusters Score -4636886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -4636892.000000 Penalty: 5263.278809
	Iteration 85Q: 3 clusters Score -4636892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4636884.500000 Penalty: 5263.278809
	Iteration 86Q: 3 clusters Score -4636884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4636884.500000 Penalty: 5263.278809
	Iteration 87Q: 3 clusters Score -4636884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4636882.000000 Penalty: 5263.278809
	Iteration 88Q: 3 clusters Score -4636882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4636882.000000 Penalty: 5263.278809
	Iteration 89F: 3 clusters Score -4636882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 10756 members 
Mstep: Class 16 contains 9311 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 9466 members 
Mstep: Class 19 contains 19245 members 
Mstep: Class 20 contains 289053 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 82708 members 
Mstep: Class 30 contains 929 members 
Mstep: Class 31 contains 18328 members 
Mstep: Class 32 contains 55785 members 
Mstep: Class 33 contains 539 members 
Mstep: Class 34 contains 27852 members 
Mstep: Class 35 contains 21352 members 
Entering Unmasked Estep 
Score: -133384872.000000 Penalty: 121341.945312
Splitting cluster 19 changes total score from -133193384.000000 to -133384872.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (289053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289053 members 
Entering Unmasked Estep 
Score: -33772400.000000 Penalty: 3118.442627
	Iteration 0F: 2 clusters Score -3.37724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144669 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -33620224.000000 Penalty: 6236.885254
	Iteration 0F: 3 clusters Score -3.362022e+07 nChanged 139894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146635 members 
Mstep: Class 2 contains 142418 members 
Entering Unmasked Estep 
Score: -33703052.000000 Penalty: 6236.885254
	Iteration 1F: 3 clusters Score -3.370305e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147170 members 
Mstep: Class 2 contains 141883 members 
Entering Unmasked Estep 
Score: -33705472.000000 Penalty: 6236.885254
	Iteration 2Q: 3 clusters Score -3.370547e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147798 members 
Mstep: Class 2 contains 141255 members 
Entering Unmasked Estep 
Score: -33708728.000000 Penalty: 6236.885254
	Iteration 3Q: 3 clusters Score -3.370873e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148519 members 
Mstep: Class 2 contains 140534 members 
Entering Unmasked Estep 
Score: -33714388.000000 Penalty: 6236.885254
	Iteration 4Q: 3 clusters Score -3.371439e+07 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149005 members 
Mstep: Class 2 contains 140048 members 
Entering Unmasked Estep 
Score: -33722332.000000 Penalty: 6236.885254
	Iteration 5F: 3 clusters Score -3.372233e+07 nChanged 17357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149516 members 
Mstep: Class 2 contains 139537 members 
Entering Unmasked Estep 
Score: -33733068.000000 Penalty: 6236.885254
	Iteration 6F: 3 clusters Score -3.373307e+07 nChanged 18843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150079 members 
Mstep: Class 2 contains 138974 members 
Entering Unmasked Estep 
Score: -33745728.000000 Penalty: 6236.885254
	Iteration 7F: 3 clusters Score -3.374573e+07 nChanged 18820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150705 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -33759092.000000 Penalty: 6236.885254
	Iteration 8F: 3 clusters Score -3.375909e+07 nChanged 17437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151088 members 
Mstep: Class 2 contains 137965 members 
Entering Unmasked Estep 
Score: -33771860.000000 Penalty: 6236.885254
	Iteration 9F: 3 clusters Score -3.377186e+07 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 138361 members 
Entering Unmasked Estep 
Score: -33782380.000000 Penalty: 6236.885254
	Iteration 10F: 3 clusters Score -3.378238e+07 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149416 members 
Mstep: Class 2 contains 139637 members 
Entering Unmasked Estep 
Score: -33791476.000000 Penalty: 6236.885254
	Iteration 11Q: 3 clusters Score -3.379148e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147332 members 
Mstep: Class 2 contains 141721 members 
Entering Unmasked Estep 
Score: -33799752.000000 Penalty: 6236.885254
	Iteration 12Q: 3 clusters Score -3.379975e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 144263 members 
Entering Unmasked Estep 
Score: -33806624.000000 Penalty: 6236.885254
	Iteration 13Q: 3 clusters Score -3.380662e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142203 members 
Mstep: Class 2 contains 146850 members 
Entering Unmasked Estep 
Score: -33812088.000000 Penalty: 6236.885254
	Iteration 14Q: 3 clusters Score -3.381209e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139710 members 
Mstep: Class 2 contains 149343 members 
Entering Unmasked Estep 
Score: -33816320.000000 Penalty: 6236.885254
	Iteration 15Q: 3 clusters Score -3.381632e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137373 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -33818784.000000 Penalty: 6236.885254
	Iteration 16Q: 3 clusters Score -3.381878e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135352 members 
Mstep: Class 2 contains 153701 members 
Entering Unmasked Estep 
Score: -33820444.000000 Penalty: 6236.885254
	Iteration 17Q: 3 clusters Score -3.382044e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133609 members 
Mstep: Class 2 contains 155444 members 
Entering Unmasked Estep 
Score: -33821264.000000 Penalty: 6236.885254
	Iteration 18Q: 3 clusters Score -3.382126e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132171 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -33821636.000000 Penalty: 6236.885254
	Iteration 19Q: 3 clusters Score -3.382164e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -33821804.000000 Penalty: 6236.885254
	Iteration 20F: 3 clusters Score -3.38218e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130111 members 
Mstep: Class 2 contains 158942 members 
Entering Unmasked Estep 
Score: -33822020.000000 Penalty: 6236.885254
	Iteration 21Q: 3 clusters Score -3.382202e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129270 members 
Mstep: Class 2 contains 159783 members 
Entering Unmasked Estep 
Score: -33822088.000000 Penalty: 6236.885254
	Iteration 22Q: 3 clusters Score -3.382209e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 160496 members 
Entering Unmasked Estep 
Score: -33822184.000000 Penalty: 6236.885254
	Iteration 23Q: 3 clusters Score -3.382218e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 161123 members 
Entering Unmasked Estep 
Score: -33822256.000000 Penalty: 6236.885254
	Iteration 24Q: 3 clusters Score -3.382226e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127402 members 
Mstep: Class 2 contains 161651 members 
Entering Unmasked Estep 
Score: -33822248.000000 Penalty: 6236.885254
	Iteration 25Q: 3 clusters Score -3.382225e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126938 members 
Mstep: Class 2 contains 162115 members 
Entering Unmasked Estep 
Score: -33822212.000000 Penalty: 6236.885254
	Iteration 26Q: 3 clusters Score -3.382221e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126514 members 
Mstep: Class 2 contains 162539 members 
Entering Unmasked Estep 
Score: -33822240.000000 Penalty: 6236.885254
	Iteration 27Q: 3 clusters Score -3.382224e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126109 members 
Mstep: Class 2 contains 162944 members 
Entering Unmasked Estep 
Score: -33822240.000000 Penalty: 6236.885254
	Iteration 28Q: 3 clusters Score -3.382224e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 163273 members 
Entering Unmasked Estep 
Score: -33822280.000000 Penalty: 6236.885254
	Iteration 29Q: 3 clusters Score -3.382228e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125477 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -33822232.000000 Penalty: 6236.885254
	Iteration 30Q: 3 clusters Score -3.382223e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125215 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -33822296.000000 Penalty: 6236.885254
	Iteration 31Q: 3 clusters Score -3.38223e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125006 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -33822300.000000 Penalty: 6236.885254
	Iteration 32Q: 3 clusters Score -3.38223e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124825 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -33822300.000000 Penalty: 6236.885254
	Iteration 33Q: 3 clusters Score -3.38223e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 164397 members 
Entering Unmasked Estep 
Score: -33822296.000000 Penalty: 6236.885254
	Iteration 34Q: 3 clusters Score -3.38223e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124510 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -33822328.000000 Penalty: 6236.885254
	Iteration 35Q: 3 clusters Score -3.382233e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124378 members 
Mstep: Class 2 contains 164675 members 
Entering Unmasked Estep 
Score: -33822280.000000 Penalty: 6236.885254
	Iteration 36Q: 3 clusters Score -3.382228e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 164798 members 
Entering Unmasked Estep 
Score: -33822312.000000 Penalty: 6236.885254
	Iteration 37Q: 3 clusters Score -3.382231e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124137 members 
Mstep: Class 2 contains 164916 members 
Entering Unmasked Estep 
Score: -33822260.000000 Penalty: 6236.885254
	Iteration 38Q: 3 clusters Score -3.382226e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124039 members 
Mstep: Class 2 contains 165014 members 
Entering Unmasked Estep 
Score: -33822276.000000 Penalty: 6236.885254
	Iteration 39Q: 3 clusters Score -3.382228e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123959 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -33822280.000000 Penalty: 6236.885254
	Iteration 40F: 3 clusters Score -3.382228e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123892 members 
Mstep: Class 2 contains 165161 members 
Entering Unmasked Estep 
Score: -33822312.000000 Penalty: 6236.885254
	Iteration 41Q: 3 clusters Score -3.382231e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123824 members 
Mstep: Class 2 contains 165229 members 
Entering Unmasked Estep 
Score: -33822256.000000 Penalty: 6236.885254
	Iteration 42Q: 3 clusters Score -3.382226e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123754 members 
Mstep: Class 2 contains 165299 members 
Entering Unmasked Estep 
Score: -33822272.000000 Penalty: 6236.885254
	Iteration 43Q: 3 clusters Score -3.382227e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 165365 members 
Entering Unmasked Estep 
Score: -33822260.000000 Penalty: 6236.885254
	Iteration 44Q: 3 clusters Score -3.382226e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123632 members 
Mstep: Class 2 contains 165421 members 
Entering Unmasked Estep 
Score: -33822304.000000 Penalty: 6236.885254
	Iteration 45Q: 3 clusters Score -3.38223e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123576 members 
Mstep: Class 2 contains 165477 members 
Entering Unmasked Estep 
Score: -33822272.000000 Penalty: 6236.885254
	Iteration 46Q: 3 clusters Score -3.382227e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123527 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -33822276.000000 Penalty: 6236.885254
	Iteration 47Q: 3 clusters Score -3.382228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 165566 members 
Entering Unmasked Estep 
Score: -33822280.000000 Penalty: 6236.885254
	Iteration 48Q: 3 clusters Score -3.382228e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123457 members 
Mstep: Class 2 contains 165596 members 
Entering Unmasked Estep 
Score: -33822280.000000 Penalty: 6236.885254
	Iteration 49Q: 3 clusters Score -3.382228e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123431 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -33822264.000000 Penalty: 6236.885254
	Iteration 50Q: 3 clusters Score -3.382226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123405 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -33822248.000000 Penalty: 6236.885254
	Iteration 51Q: 3 clusters Score -3.382225e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123372 members 
Mstep: Class 2 contains 165681 members 
Entering Unmasked Estep 
Score: -33822248.000000 Penalty: 6236.885254
	Iteration 52Q: 3 clusters Score -3.382225e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 165713 members 
Entering Unmasked Estep 
Score: -33822252.000000 Penalty: 6236.885254
	Iteration 53Q: 3 clusters Score -3.382225e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123310 members 
Mstep: Class 2 contains 165743 members 
Entering Unmasked Estep 
Score: -33822252.000000 Penalty: 6236.885254
	Iteration 54Q: 3 clusters Score -3.382225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123292 members 
Mstep: Class 2 contains 165761 members 
Entering Unmasked Estep 
Score: -33822256.000000 Penalty: 6236.885254
	Iteration 55Q: 3 clusters Score -3.382226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123274 members 
Mstep: Class 2 contains 165779 members 
Entering Unmasked Estep 
Score: -33822268.000000 Penalty: 6236.885254
	Iteration 56Q: 3 clusters Score -3.382227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123257 members 
Mstep: Class 2 contains 165796 members 
Entering Unmasked Estep 
Score: -33822264.000000 Penalty: 6236.885254
	Iteration 57Q: 3 clusters Score -3.382226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123244 members 
Mstep: Class 2 contains 165809 members 
Entering Unmasked Estep 
Score: -33822260.000000 Penalty: 6236.885254
	Iteration 58Q: 3 clusters Score -3.382226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123233 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -33822256.000000 Penalty: 6236.885254
	Iteration 59Q: 3 clusters Score -3.382226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123221 members 
Mstep: Class 2 contains 165832 members 
Entering Unmasked Estep 
Score: -33822236.000000 Penalty: 6236.885254
	Iteration 60F: 3 clusters Score -3.382224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123208 members 
Mstep: Class 2 contains 165845 members 
Entering Unmasked Estep 
Score: -33822248.000000 Penalty: 6236.885254
	Iteration 61Q: 3 clusters Score -3.382225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123188 members 
Mstep: Class 2 contains 165865 members 
Entering Unmasked Estep 
Score: -33822264.000000 Penalty: 6236.885254
	Iteration 62Q: 3 clusters Score -3.382226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123164 members 
Mstep: Class 2 contains 165889 members 
Entering Unmasked Estep 
Score: -33822240.000000 Penalty: 6236.885254
	Iteration 63Q: 3 clusters Score -3.382224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123138 members 
Mstep: Class 2 contains 165915 members 
Entering Unmasked Estep 
Score: -33822260.000000 Penalty: 6236.885254
	Iteration 64Q: 3 clusters Score -3.382226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123124 members 
Mstep: Class 2 contains 165929 members 
Entering Unmasked Estep 
Score: -33822244.000000 Penalty: 6236.885254
	Iteration 65Q: 3 clusters Score -3.382224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123114 members 
Mstep: Class 2 contains 165939 members 
Entering Unmasked Estep 
Score: -33822240.000000 Penalty: 6236.885254
	Iteration 66Q: 3 clusters Score -3.382224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123105 members 
Mstep: Class 2 contains 165948 members 
Entering Unmasked Estep 
Score: -33822236.000000 Penalty: 6236.885254
	Iteration 67Q: 3 clusters Score -3.382224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123105 members 
Mstep: Class 2 contains 165948 members 
Entering Unmasked Estep 
Score: -33822236.000000 Penalty: 6236.885254
	Iteration 68F: 3 clusters Score -3.382224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 10756 members 
Mstep: Class 16 contains 9311 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 9466 members 
Mstep: Class 19 contains 19245 members 
Mstep: Class 20 contains 123105 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 82708 members 
Mstep: Class 30 contains 929 members 
Mstep: Class 31 contains 18328 members 
Mstep: Class 32 contains 55785 members 
Mstep: Class 33 contains 539 members 
Mstep: Class 34 contains 27852 members 
Mstep: Class 35 contains 21352 members 
Mstep: Class 36 contains 165948 members 
Entering Unmasked Estep 
Score: -133433656.000000 Penalty: 124808.851562
Splitting cluster 20 changes total score from -133193384.000000 to -133433656.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (13289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Entering Unmasked Estep 
Score: -1524539.750000 Penalty: 2354.683594
	Iteration 0F: 2 clusters Score -1524540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1514776.875000 Penalty: 4709.367188
	Iteration 0F: 3 clusters Score -1514777 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1518344.625000 Penalty: 4709.367188
	Iteration 1F: 3 clusters Score -1518345 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1519505.500000 Penalty: 4709.367188
	Iteration 2F: 3 clusters Score -1519506 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1520672.250000 Penalty: 4709.367188
	Iteration 3F: 3 clusters Score -1520672 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1521620.875000 Penalty: 4709.367188
	Iteration 4F: 3 clusters Score -1521621 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1522319.000000 Penalty: 4709.367188
	Iteration 5F: 3 clusters Score -1522319 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1522845.250000 Penalty: 4709.367188
	Iteration 6F: 3 clusters Score -1522845 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1523255.875000 Penalty: 4709.367188
	Iteration 7Q: 3 clusters Score -1523256 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1523615.875000 Penalty: 4709.367188
	Iteration 8Q: 3 clusters Score -1523616 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1523962.000000 Penalty: 4709.367188
	Iteration 9Q: 3 clusters Score -1523962 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1524331.625000 Penalty: 4709.367188
	Iteration 10Q: 3 clusters Score -1524332 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1524780.750000 Penalty: 4709.367188
	Iteration 11Q: 3 clusters Score -1524781 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1525294.750000 Penalty: 4709.367188
	Iteration 12Q: 3 clusters Score -1525295 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1525744.375000 Penalty: 4709.367188
	Iteration 13Q: 3 clusters Score -1525744 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1526111.750000 Penalty: 4709.367188
	Iteration 14Q: 3 clusters Score -1526112 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1526356.000000 Penalty: 4709.367188
	Iteration 15Q: 3 clusters Score -1526356 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1526515.500000 Penalty: 4709.367188
	Iteration 16Q: 3 clusters Score -1526516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1526603.750000 Penalty: 4709.367188
	Iteration 17Q: 3 clusters Score -1526604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1526658.250000 Penalty: 4709.367188
	Iteration 18Q: 3 clusters Score -1526658 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1526718.125000 Penalty: 4709.367188
	Iteration 19Q: 3 clusters Score -1526718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1526771.625000 Penalty: 4709.367188
	Iteration 20F: 3 clusters Score -1526772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1526839.125000 Penalty: 4709.367188
	Iteration 21Q: 3 clusters Score -1526839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1526927.500000 Penalty: 4709.367188
	Iteration 22Q: 3 clusters Score -1526928 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1527030.625000 Penalty: 4709.367188
	Iteration 23Q: 3 clusters Score -1527031 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1527139.875000 Penalty: 4709.367188
	Iteration 24Q: 3 clusters Score -1527140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1527222.875000 Penalty: 4709.367188
	Iteration 25Q: 3 clusters Score -1527223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1527273.000000 Penalty: 4709.367188
	Iteration 26Q: 3 clusters Score -1527273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1527288.250000 Penalty: 4709.367188
	Iteration 27Q: 3 clusters Score -1527288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1527304.750000 Penalty: 4709.367188
	Iteration 28Q: 3 clusters Score -1527305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1527319.500000 Penalty: 4709.367188
	Iteration 29Q: 3 clusters Score -1527320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1527328.000000 Penalty: 4709.367188
	Iteration 30Q: 3 clusters Score -1527328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1527339.375000 Penalty: 4709.367188
	Iteration 31Q: 3 clusters Score -1527339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1527342.250000 Penalty: 4709.367188
	Iteration 32Q: 3 clusters Score -1527342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1527345.875000 Penalty: 4709.367188
	Iteration 33Q: 3 clusters Score -1527346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1527345.875000 Penalty: 4709.367188
	Iteration 34Q: 3 clusters Score -1527346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1527346.500000 Penalty: 4709.367188
	Iteration 35Q: 3 clusters Score -1527346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1527345.500000 Penalty: 4709.367188
	Iteration 36Q: 3 clusters Score -1527346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1527348.125000 Penalty: 4709.367188
	Iteration 37Q: 3 clusters Score -1527348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1527348.125000 Penalty: 4709.367188
	Iteration 38F: 3 clusters Score -1527348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 10756 members 
Mstep: Class 16 contains 9311 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 9466 members 
Mstep: Class 19 contains 19245 members 
Mstep: Class 20 contains 123105 members 
Mstep: Class 21 contains 11067 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 13570 members 
Mstep: Class 24 contains 18238 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 68735 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 82708 members 
Mstep: Class 30 contains 929 members 
Mstep: Class 31 contains 18328 members 
Mstep: Class 32 contains 55785 members 
Mstep: Class 33 contains 539 members 
Mstep: Class 34 contains 27852 members 
Mstep: Class 35 contains 21352 members 
Mstep: Class 36 contains 165948 members 
Mstep: Class 37 contains 2222 members 
Entering Unmasked Estep 
Score: -133435400.000000 Penalty: 128275.765625
Splitting cluster 21 changes total score from -133193384.000000 to -133435400.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 3 contains 39531 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 115568 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 24425 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 15545 members 
Mstep: Class 15 contains 10756 members 
Mstep: Class 16 contains 9311 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 9466 members 
Mstep: Class 19 contains 19245 members 
Mstep: Class 20 contains 123105 members 
Mstep: Class 21 contains 11067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133490520.000000 Penalty: 128275.765625
Iteration 39Q: 38 clusters Score -1.334905e+08 nChanged 70423
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 33604 members 
Mstep: Class 3 contains 40075 members 
Mstep: Class 4 contains 9211 members 
Mstep: Class 5 contains 10644 members 
Mstep: Class 6 contains 18998 members 
Mstep: Class 7 contains 115712 members 
Mstep: Class 8 contains 13768 members 
Mstep: Class 9 contains 24408 members 
Mstep: Class 10 contains 11054 members 
Mstep: Class 11 contains 5291 members 
Mstep: Class 12 contains 37972 members 
Mstep: Class 13 contains 25441 members 
Mstep: Class 14 contains 15447 members 
Mstep: Class 15 contains 10888 members 
Mstep: Class 16 contains 11088 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 9487 members 
Mstep: Class 19 contains 18109 members 
Mstep: Class 20 contains 136137 members 
Mstep: Class 21 contains 11509 members 
Mstep: Class 22 contains 84447 members 
Mstep: Class 23 contains 12958 members 
Mstep: Class 24 contains 18697 members 
Mstep: Class 25 contains 4510 members 
Mstep: Class 26 contains 66393 members 
Mstep: Class 27 contains 7044 members 
Mstep: Class 28 contains 10201 members 
Mstep: Class 29 contains 82024 members 
Mstep: Class 30 contains 905 members 
Mstep: Class 31 contains 17825 members 
Mstep: Class 32 contains 49984 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27182 members 
Mstep: Class 35 contains 20171 members 
Mstep: Class 36 contains 165394 members 
Mstep: Class 37 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133549536.000000 Penalty: 128275.765625
Iteration 40F: 38 clusters Score -1.335495e+08 nChanged 49375
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 35327 members 
Mstep: Class 3 contains 39249 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 10681 members 
Mstep: Class 6 contains 18789 members 
Mstep: Class 7 contains 112618 members 
Mstep: Class 8 contains 13855 members 
Mstep: Class 9 contains 24005 members 
Mstep: Class 10 contains 10830 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 30866 members 
Mstep: Class 13 contains 25594 members 
Mstep: Class 14 contains 15215 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 16836 members 
Mstep: Class 20 contains 144916 members 
Mstep: Class 21 contains 11695 members 
Mstep: Class 22 contains 81649 members 
Mstep: Class 23 contains 12779 members 
Mstep: Class 24 contains 18895 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 65156 members 
Mstep: Class 27 contains 7004 members 
Mstep: Class 28 contains 10102 members 
Mstep: Class 29 contains 84734 members 
Mstep: Class 30 contains 1226 members 
Mstep: Class 31 contains 17782 members 
Mstep: Class 32 contains 49370 members 
Mstep: Class 33 contains 547 members 
Mstep: Class 34 contains 27003 members 
Mstep: Class 35 contains 19724 members 
Mstep: Class 36 contains 169399 members 
Mstep: Class 37 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133576296.000000 Penalty: 128275.765625
Iteration 41Q: 38 clusters Score -1.335763e+08 nChanged 30363
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 36254 members 
Mstep: Class 3 contains 38581 members 
Mstep: Class 4 contains 9555 members 
Mstep: Class 5 contains 10743 members 
Mstep: Class 6 contains 18678 members 
Mstep: Class 7 contains 110174 members 
Mstep: Class 8 contains 14029 members 
Mstep: Class 9 contains 23674 members 
Mstep: Class 10 contains 10635 members 
Mstep: Class 11 contains 5269 members 
Mstep: Class 12 contains 25484 members 
Mstep: Class 13 contains 25614 members 
Mstep: Class 14 contains 15072 members 
Mstep: Class 15 contains 10466 members 
Mstep: Class 16 contains 12253 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 9465 members 
Mstep: Class 19 contains 15863 members 
Mstep: Class 20 contains 152869 members 
Mstep: Class 21 contains 11846 members 
Mstep: Class 22 contains 78542 members 
Mstep: Class 23 contains 12599 members 
Mstep: Class 24 contains 18929 members 
Mstep: Class 25 contains 4529 members 
Mstep: Class 26 contains 64004 members 
Mstep: Class 27 contains 7000 members 
Mstep: Class 28 contains 10067 members 
Mstep: Class 29 contains 87131 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 17628 members 
Mstep: Class 32 contains 48946 members 
Mstep: Class 33 contains 541 members 
Mstep: Class 34 contains 26813 members 
Mstep: Class 35 contains 19303 members 
Mstep: Class 36 contains 172479 members 
Mstep: Class 37 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133588344.000000 Penalty: 128275.765625
Iteration 42Q: 38 clusters Score -1.335883e+08 nChanged 23344
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 36810 members 
Mstep: Class 3 contains 38084 members 
Mstep: Class 4 contains 9623 members 
Mstep: Class 5 contains 10815 members 
Mstep: Class 6 contains 18621 members 
Mstep: Class 7 contains 107755 members 
Mstep: Class 8 contains 14190 members 
Mstep: Class 9 contains 23390 members 
Mstep: Class 10 contains 10513 members 
Mstep: Class 11 contains 5273 members 
Mstep: Class 12 contains 21582 members 
Mstep: Class 13 contains 25513 members 
Mstep: Class 14 contains 14958 members 
Mstep: Class 15 contains 10355 members 
Mstep: Class 16 contains 12667 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 9550 members 
Mstep: Class 19 contains 15098 members 
Mstep: Class 20 contains 159768 members 
Mstep: Class 21 contains 11992 members 
Mstep: Class 22 contains 75464 members 
Mstep: Class 23 contains 12437 members 
Mstep: Class 24 contains 18914 members 
Mstep: Class 25 contains 4597 members 
Mstep: Class 26 contains 62967 members 
Mstep: Class 27 contains 6991 members 
Mstep: Class 28 contains 10026 members 
Mstep: Class 29 contains 89555 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 17436 members 
Mstep: Class 32 contains 48534 members 
Mstep: Class 33 contains 529 members 
Mstep: Class 34 contains 26716 members 
Mstep: Class 35 contains 18957 members 
Mstep: Class 36 contains 174847 members 
Mstep: Class 37 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133596736.000000 Penalty: 128275.765625
Iteration 43Q: 38 clusters Score -1.335967e+08 nChanged 19301
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 37142 members 
Mstep: Class 3 contains 37632 members 
Mstep: Class 4 contains 9657 members 
Mstep: Class 5 contains 10904 members 
Mstep: Class 6 contains 18580 members 
Mstep: Class 7 contains 105266 members 
Mstep: Class 8 contains 14321 members 
Mstep: Class 9 contains 23150 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 5276 members 
Mstep: Class 12 contains 18817 members 
Mstep: Class 13 contains 25376 members 
Mstep: Class 14 contains 14890 members 
Mstep: Class 15 contains 10249 members 
Mstep: Class 16 contains 12972 members 
Mstep: Class 17 contains 1646 members 
Mstep: Class 18 contains 9610 members 
Mstep: Class 19 contains 14468 members 
Mstep: Class 20 contains 165563 members 
Mstep: Class 21 contains 12107 members 
Mstep: Class 22 contains 72719 members 
Mstep: Class 23 contains 12303 members 
Mstep: Class 24 contains 18877 members 
Mstep: Class 25 contains 4705 members 
Mstep: Class 26 contains 61972 members 
Mstep: Class 27 contains 6976 members 
Mstep: Class 28 contains 9990 members 
Mstep: Class 29 contains 92104 members 
Mstep: Class 30 contains 1166 members 
Mstep: Class 31 contains 17277 members 
Mstep: Class 32 contains 48195 members 
Mstep: Class 33 contains 519 members 
Mstep: Class 34 contains 26612 members 
Mstep: Class 35 contains 18659 members 
Mstep: Class 36 contains 176763 members 
Mstep: Class 37 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133602448.000000 Penalty: 128275.765625
Iteration 44Q: 38 clusters Score -1.336024e+08 nChanged 16501
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 37365 members 
Mstep: Class 3 contains 37285 members 
Mstep: Class 4 contains 9676 members 
Mstep: Class 5 contains 11000 members 
Mstep: Class 6 contains 18567 members 
Mstep: Class 7 contains 102617 members 
Mstep: Class 8 contains 14421 members 
Mstep: Class 9 contains 22954 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 16919 members 
Mstep: Class 13 contains 25171 members 
Mstep: Class 14 contains 14835 members 
Mstep: Class 15 contains 10184 members 
Mstep: Class 16 contains 13213 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 9665 members 
Mstep: Class 19 contains 14034 members 
Mstep: Class 20 contains 170210 members 
Mstep: Class 21 contains 12178 members 
Mstep: Class 22 contains 70435 members 
Mstep: Class 23 contains 12204 members 
Mstep: Class 24 contains 18827 members 
Mstep: Class 25 contains 4855 members 
Mstep: Class 26 contains 61019 members 
Mstep: Class 27 contains 6973 members 
Mstep: Class 28 contains 9992 members 
Mstep: Class 29 contains 94860 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 17150 members 
Mstep: Class 32 contains 47896 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 26494 members 
Mstep: Class 35 contains 18389 members 
Mstep: Class 36 contains 178180 members 
Mstep: Class 37 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133607504.000000 Penalty: 128275.765625
Iteration 45Q: 38 clusters Score -1.336075e+08 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 37511 members 
Mstep: Class 3 contains 37093 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 11073 members 
Mstep: Class 6 contains 18560 members 
Mstep: Class 7 contains 99856 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 22783 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 5277 members 
Mstep: Class 12 contains 15749 members 
Mstep: Class 13 contains 24940 members 
Mstep: Class 14 contains 14789 members 
Mstep: Class 15 contains 10121 members 
Mstep: Class 16 contains 13312 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 18 contains 9715 members 
Mstep: Class 19 contains 13633 members 
Mstep: Class 20 contains 173854 members 
Mstep: Class 21 contains 12237 members 
Mstep: Class 22 contains 68575 members 
Mstep: Class 23 contains 12135 members 
Mstep: Class 24 contains 18750 members 
Mstep: Class 25 contains 4990 members 
Mstep: Class 26 contains 60189 members 
Mstep: Class 27 contains 6963 members 
Mstep: Class 28 contains 10013 members 
Mstep: Class 29 contains 97776 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 17047 members 
Mstep: Class 32 contains 47621 members 
Mstep: Class 33 contains 510 members 
Mstep: Class 34 contains 26412 members 
Mstep: Class 35 contains 18173 members 
Mstep: Class 36 contains 179259 members 
Mstep: Class 37 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133611032.000000 Penalty: 128275.765625
Iteration 46Q: 38 clusters Score -1.33611e+08 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 37603 members 
Mstep: Class 3 contains 36976 members 
Mstep: Class 4 contains 9693 members 
Mstep: Class 5 contains 11150 members 
Mstep: Class 6 contains 18547 members 
Mstep: Class 7 contains 96868 members 
Mstep: Class 8 contains 14534 members 
Mstep: Class 9 contains 22646 members 
Mstep: Class 10 contains 10283 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 14758 members 
Mstep: Class 15 contains 10069 members 
Mstep: Class 16 contains 13416 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 176762 members 
Mstep: Class 21 contains 12281 members 
Mstep: Class 22 contains 67078 members 
Mstep: Class 23 contains 12074 members 
Mstep: Class 24 contains 18677 members 
Mstep: Class 25 contains 5155 members 
Mstep: Class 26 contains 59446 members 
Mstep: Class 27 contains 6974 members 
Mstep: Class 28 contains 10039 members 
Mstep: Class 29 contains 100927 members 
Mstep: Class 30 contains 1170 members 
Mstep: Class 31 contains 16963 members 
Mstep: Class 32 contains 47358 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 26298 members 
Mstep: Class 35 contains 17994 members 
Mstep: Class 36 contains 180107 members 
Mstep: Class 37 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133612960.000000 Penalty: 128275.765625
Iteration 47Q: 38 clusters Score -1.33613e+08 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 37657 members 
Mstep: Class 3 contains 36899 members 
Mstep: Class 4 contains 9697 members 
Mstep: Class 5 contains 11239 members 
Mstep: Class 6 contains 18532 members 
Mstep: Class 7 contains 93698 members 
Mstep: Class 8 contains 14576 members 
Mstep: Class 9 contains 22543 members 
Mstep: Class 10 contains 10263 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 14440 members 
Mstep: Class 13 contains 24537 members 
Mstep: Class 14 contains 14735 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 13502 members 
Mstep: Class 17 contains 1811 members 
Mstep: Class 18 contains 9777 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 179100 members 
Mstep: Class 21 contains 12309 members 
Mstep: Class 22 contains 65793 members 
Mstep: Class 23 contains 12012 members 
Mstep: Class 24 contains 18571 members 
Mstep: Class 25 contains 5259 members 
Mstep: Class 26 contains 58790 members 
Mstep: Class 27 contains 6972 members 
Mstep: Class 28 contains 10070 members 
Mstep: Class 29 contains 104273 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 16888 members 
Mstep: Class 32 contains 47084 members 
Mstep: Class 33 contains 508 members 
Mstep: Class 34 contains 26250 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 180854 members 
Mstep: Class 37 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133614016.000000 Penalty: 128275.765625
Iteration 48Q: 38 clusters Score -1.33614e+08 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 37644 members 
Mstep: Class 3 contains 36878 members 
Mstep: Class 4 contains 9700 members 
Mstep: Class 5 contains 11334 members 
Mstep: Class 6 contains 18524 members 
Mstep: Class 7 contains 90281 members 
Mstep: Class 8 contains 14625 members 
Mstep: Class 9 contains 22478 members 
Mstep: Class 10 contains 10250 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 12 contains 14147 members 
Mstep: Class 13 contains 24344 members 
Mstep: Class 14 contains 14713 members 
Mstep: Class 15 contains 9986 members 
Mstep: Class 16 contains 13577 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 9799 members 
Mstep: Class 19 contains 12742 members 
Mstep: Class 20 contains 181003 members 
Mstep: Class 21 contains 12325 members 
Mstep: Class 22 contains 64786 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 18460 members 
Mstep: Class 25 contains 5357 members 
Mstep: Class 26 contains 58177 members 
Mstep: Class 27 contains 6968 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 107824 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 16821 members 
Mstep: Class 32 contains 46796 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 26221 members 
Mstep: Class 35 contains 17700 members 
Mstep: Class 36 contains 181438 members 
Mstep: Class 37 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133615424.000000 Penalty: 128275.765625
Iteration 49Q: 38 clusters Score -1.336154e+08 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 37612 members 
Mstep: Class 3 contains 36854 members 
Mstep: Class 4 contains 9704 members 
Mstep: Class 5 contains 11436 members 
Mstep: Class 6 contains 18512 members 
Mstep: Class 7 contains 86767 members 
Mstep: Class 8 contains 14677 members 
Mstep: Class 9 contains 22437 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 12 contains 13981 members 
Mstep: Class 13 contains 24159 members 
Mstep: Class 14 contains 14710 members 
Mstep: Class 15 contains 9969 members 
Mstep: Class 16 contains 13677 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 9818 members 
Mstep: Class 19 contains 12537 members 
Mstep: Class 20 contains 182586 members 
Mstep: Class 21 contains 12340 members 
Mstep: Class 22 contains 63877 members 
Mstep: Class 23 contains 11938 members 
Mstep: Class 24 contains 18319 members 
Mstep: Class 25 contains 5463 members 
Mstep: Class 26 contains 57553 members 
Mstep: Class 27 contains 6977 members 
Mstep: Class 28 contains 10163 members 
Mstep: Class 29 contains 111473 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 16757 members 
Mstep: Class 32 contains 46527 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 26207 members 
Mstep: Class 35 contains 17602 members 
Mstep: Class 36 contains 181934 members 
Mstep: Class 37 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133617440.000000 Penalty: 128275.765625
Iteration 50Q: 38 clusters Score -1.336174e+08 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 37590 members 
Mstep: Class 3 contains 36867 members 
Mstep: Class 4 contains 9709 members 
Mstep: Class 5 contains 11525 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 83215 members 
Mstep: Class 8 contains 14729 members 
Mstep: Class 9 contains 22390 members 
Mstep: Class 10 contains 10227 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 13866 members 
Mstep: Class 13 contains 23969 members 
Mstep: Class 14 contains 14711 members 
Mstep: Class 15 contains 9948 members 
Mstep: Class 16 contains 13814 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 9836 members 
Mstep: Class 19 contains 12358 members 
Mstep: Class 20 contains 183859 members 
Mstep: Class 21 contains 12350 members 
Mstep: Class 22 contains 63155 members 
Mstep: Class 23 contains 11911 members 
Mstep: Class 24 contains 18197 members 
Mstep: Class 25 contains 5580 members 
Mstep: Class 26 contains 56954 members 
Mstep: Class 27 contains 6973 members 
Mstep: Class 28 contains 10216 members 
Mstep: Class 29 contains 115167 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 16705 members 
Mstep: Class 32 contains 46291 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 26180 members 
Mstep: Class 35 contains 17502 members 
Mstep: Class 36 contains 182345 members 
Mstep: Class 37 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133618464.000000 Penalty: 128275.765625
Iteration 51Q: 38 clusters Score -1.336185e+08 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 37572 members 
Mstep: Class 3 contains 36892 members 
Mstep: Class 4 contains 9714 members 
Mstep: Class 5 contains 11634 members 
Mstep: Class 6 contains 18492 members 
Mstep: Class 7 contains 79544 members 
Mstep: Class 8 contains 14783 members 
Mstep: Class 9 contains 22342 members 
Mstep: Class 10 contains 10226 members 
Mstep: Class 11 contains 5283 members 
Mstep: Class 12 contains 13796 members 
Mstep: Class 13 contains 23756 members 
Mstep: Class 14 contains 14709 members 
Mstep: Class 15 contains 9924 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 9856 members 
Mstep: Class 19 contains 12188 members 
Mstep: Class 20 contains 184881 members 
Mstep: Class 21 contains 12360 members 
Mstep: Class 22 contains 62559 members 
Mstep: Class 23 contains 11885 members 
Mstep: Class 24 contains 18039 members 
Mstep: Class 25 contains 5708 members 
Mstep: Class 26 contains 56349 members 
Mstep: Class 27 contains 6972 members 
Mstep: Class 28 contains 10264 members 
Mstep: Class 29 contains 118978 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 16679 members 
Mstep: Class 32 contains 46136 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 26152 members 
Mstep: Class 35 contains 17417 members 
Mstep: Class 36 contains 182760 members 
Mstep: Class 37 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133620080.000000 Penalty: 128275.765625
Iteration 52Q: 38 clusters Score -1.336201e+08 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 37563 members 
Mstep: Class 3 contains 36942 members 
Mstep: Class 4 contains 9715 members 
Mstep: Class 5 contains 11711 members 
Mstep: Class 6 contains 18483 members 
Mstep: Class 7 contains 75833 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 22302 members 
Mstep: Class 10 contains 10220 members 
Mstep: Class 11 contains 5286 members 
Mstep: Class 12 contains 13762 members 
Mstep: Class 13 contains 23536 members 
Mstep: Class 14 contains 14707 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 14085 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 12009 members 
Mstep: Class 20 contains 185724 members 
Mstep: Class 21 contains 12361 members 
Mstep: Class 22 contains 62060 members 
Mstep: Class 23 contains 11869 members 
Mstep: Class 24 contains 17897 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 55786 members 
Mstep: Class 27 contains 6971 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 122827 members 
Mstep: Class 30 contains 1174 members 
Mstep: Class 31 contains 16656 members 
Mstep: Class 32 contains 45990 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 26148 members 
Mstep: Class 35 contains 17338 members 
Mstep: Class 36 contains 183136 members 
Mstep: Class 37 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133622104.000000 Penalty: 128275.765625
Iteration 53Q: 38 clusters Score -1.336221e+08 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 37550 members 
Mstep: Class 3 contains 36982 members 
Mstep: Class 4 contains 9712 members 
Mstep: Class 5 contains 11745 members 
Mstep: Class 6 contains 18476 members 
Mstep: Class 7 contains 72130 members 
Mstep: Class 8 contains 14905 members 
Mstep: Class 9 contains 22269 members 
Mstep: Class 10 contains 10213 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 23333 members 
Mstep: Class 14 contains 14710 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 14220 members 
Mstep: Class 17 contains 1861 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 11851 members 
Mstep: Class 20 contains 186440 members 
Mstep: Class 21 contains 12357 members 
Mstep: Class 22 contains 61609 members 
Mstep: Class 23 contains 11848 members 
Mstep: Class 24 contains 17793 members 
Mstep: Class 25 contains 6006 members 
Mstep: Class 26 contains 55191 members 
Mstep: Class 27 contains 6975 members 
Mstep: Class 28 contains 10365 members 
Mstep: Class 29 contains 126680 members 
Mstep: Class 30 contains 1174 members 
Mstep: Class 31 contains 16632 members 
Mstep: Class 32 contains 45861 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 26143 members 
Mstep: Class 35 contains 17261 members 
Mstep: Class 36 contains 183520 members 
Mstep: Class 37 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133624760.000000 Penalty: 128275.765625
Iteration 54Q: 38 clusters Score -1.336248e+08 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 37532 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 9710 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 18474 members 
Mstep: Class 7 contains 68386 members 
Mstep: Class 8 contains 14970 members 
Mstep: Class 9 contains 22244 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 13753 members 
Mstep: Class 13 contains 23149 members 
Mstep: Class 14 contains 14704 members 
Mstep: Class 15 contains 9880 members 
Mstep: Class 16 contains 14409 members 
Mstep: Class 17 contains 1860 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 20 contains 187060 members 
Mstep: Class 21 contains 12354 members 
Mstep: Class 22 contains 61181 members 
Mstep: Class 23 contains 11840 members 
Mstep: Class 24 contains 17721 members 
Mstep: Class 25 contains 6156 members 
Mstep: Class 26 contains 54571 members 
Mstep: Class 27 contains 6980 members 
Mstep: Class 28 contains 10403 members 
Mstep: Class 29 contains 130565 members 
Mstep: Class 30 contains 1174 members 
Mstep: Class 31 contains 16614 members 
Mstep: Class 32 contains 45750 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 26159 members 
Mstep: Class 35 contains 17191 members 
Mstep: Class 36 contains 183845 members 
Mstep: Class 37 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133626824.000000 Penalty: 128275.765625
Iteration 55Q: 38 clusters Score -1.336268e+08 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 37496 members 
Mstep: Class 3 contains 37037 members 
Mstep: Class 4 contains 9716 members 
Mstep: Class 5 contains 11787 members 
Mstep: Class 6 contains 18462 members 
Mstep: Class 7 contains 64506 members 
Mstep: Class 8 contains 15030 members 
Mstep: Class 9 contains 22210 members 
Mstep: Class 10 contains 10201 members 
Mstep: Class 11 contains 5292 members 
Mstep: Class 12 contains 13798 members 
Mstep: Class 13 contains 22944 members 
Mstep: Class 14 contains 14708 members 
Mstep: Class 15 contains 9869 members 
Mstep: Class 16 contains 14584 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 9904 members 
Mstep: Class 19 contains 11536 members 
Mstep: Class 20 contains 187564 members 
Mstep: Class 21 contains 12356 members 
Mstep: Class 22 contains 60850 members 
Mstep: Class 23 contains 11835 members 
Mstep: Class 24 contains 17659 members 
Mstep: Class 25 contains 6325 members 
Mstep: Class 26 contains 53977 members 
Mstep: Class 27 contains 6983 members 
Mstep: Class 28 contains 10454 members 
Mstep: Class 29 contains 134609 members 
Mstep: Class 30 contains 1175 members 
Mstep: Class 31 contains 16591 members 
Mstep: Class 32 contains 45607 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 26175 members 
Mstep: Class 35 contains 17137 members 
Mstep: Class 36 contains 184135 members 
Mstep: Class 37 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133629920.000000 Penalty: 128275.765625
Iteration 56Q: 38 clusters Score -1.336299e+08 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 37452 members 
Mstep: Class 3 contains 37063 members 
Mstep: Class 4 contains 9716 members 
Mstep: Class 5 contains 11797 members 
Mstep: Class 6 contains 18461 members 
Mstep: Class 7 contains 60689 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 22188 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 5294 members 
Mstep: Class 12 contains 13831 members 
Mstep: Class 13 contains 22752 members 
Mstep: Class 14 contains 14708 members 
Mstep: Class 15 contains 9857 members 
Mstep: Class 16 contains 14769 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 11385 members 
Mstep: Class 20 contains 188019 members 
Mstep: Class 21 contains 12356 members 
Mstep: Class 22 contains 60599 members 
Mstep: Class 23 contains 11831 members 
Mstep: Class 24 contains 17594 members 
Mstep: Class 25 contains 6473 members 
Mstep: Class 26 contains 53383 members 
Mstep: Class 27 contains 6980 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 138569 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 16573 members 
Mstep: Class 32 contains 45471 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 26219 members 
Mstep: Class 35 contains 17088 members 
Mstep: Class 36 contains 184403 members 
Mstep: Class 37 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133632584.000000 Penalty: 128275.765625
Iteration 57Q: 38 clusters Score -1.336326e+08 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 37418 members 
Mstep: Class 3 contains 37088 members 
Mstep: Class 4 contains 9715 members 
Mstep: Class 5 contains 11806 members 
Mstep: Class 6 contains 18459 members 
Mstep: Class 7 contains 57115 members 
Mstep: Class 8 contains 15178 members 
Mstep: Class 9 contains 22180 members 
Mstep: Class 10 contains 10193 members 
Mstep: Class 11 contains 5297 members 
Mstep: Class 12 contains 13875 members 
Mstep: Class 13 contains 22522 members 
Mstep: Class 14 contains 14712 members 
Mstep: Class 15 contains 9845 members 
Mstep: Class 16 contains 14940 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 9925 members 
Mstep: Class 19 contains 11274 members 
Mstep: Class 20 contains 188419 members 
Mstep: Class 21 contains 12362 members 
Mstep: Class 22 contains 60367 members 
Mstep: Class 23 contains 11830 members 
Mstep: Class 24 contains 17533 members 
Mstep: Class 25 contains 6624 members 
Mstep: Class 26 contains 52734 members 
Mstep: Class 27 contains 6987 members 
Mstep: Class 28 contains 10553 members 
Mstep: Class 29 contains 142351 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 16559 members 
Mstep: Class 32 contains 45318 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 26274 members 
Mstep: Class 35 contains 17044 members 
Mstep: Class 36 contains 184653 members 
Mstep: Class 37 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133635080.000000 Penalty: 128275.765625
Iteration 58Q: 38 clusters Score -1.336351e+08 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 37399 members 
Mstep: Class 3 contains 37136 members 
Mstep: Class 4 contains 9715 members 
Mstep: Class 5 contains 11814 members 
Mstep: Class 6 contains 18464 members 
Mstep: Class 7 contains 53687 members 
Mstep: Class 8 contains 15251 members 
Mstep: Class 9 contains 22176 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 5298 members 
Mstep: Class 12 contains 13959 members 
Mstep: Class 13 contains 22315 members 
Mstep: Class 14 contains 14710 members 
Mstep: Class 15 contains 9847 members 
Mstep: Class 16 contains 15091 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 11151 members 
Mstep: Class 20 contains 188716 members 
Mstep: Class 21 contains 12373 members 
Mstep: Class 22 contains 60171 members 
Mstep: Class 23 contains 11817 members 
Mstep: Class 24 contains 17474 members 
Mstep: Class 25 contains 6755 members 
Mstep: Class 26 contains 52167 members 
Mstep: Class 27 contains 6990 members 
Mstep: Class 28 contains 10588 members 
Mstep: Class 29 contains 145947 members 
Mstep: Class 30 contains 1170 members 
Mstep: Class 31 contains 16542 members 
Mstep: Class 32 contains 45221 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 26340 members 
Mstep: Class 35 contains 16986 members 
Mstep: Class 36 contains 184853 members 
Mstep: Class 37 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133636472.000000 Penalty: 128275.765625
Iteration 59Q: 38 clusters Score -1.336365e+08 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 37393 members 
Mstep: Class 3 contains 37158 members 
Mstep: Class 4 contains 9714 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 18463 members 
Mstep: Class 7 contains 50475 members 
Mstep: Class 8 contains 15352 members 
Mstep: Class 9 contains 22177 members 
Mstep: Class 10 contains 10187 members 
Mstep: Class 11 contains 5298 members 
Mstep: Class 12 contains 14040 members 
Mstep: Class 13 contains 22150 members 
Mstep: Class 14 contains 14706 members 
Mstep: Class 15 contains 9842 members 
Mstep: Class 16 contains 15266 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 11052 members 
Mstep: Class 20 contains 188993 members 
Mstep: Class 21 contains 12376 members 
Mstep: Class 22 contains 60009 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 17440 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 51536 members 
Mstep: Class 27 contains 6993 members 
Mstep: Class 28 contains 10609 members 
Mstep: Class 29 contains 149275 members 
Mstep: Class 30 contains 1168 members 
Mstep: Class 31 contains 16529 members 
Mstep: Class 32 contains 45115 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 26421 members 
Mstep: Class 35 contains 16950 members 
Mstep: Class 36 contains 185073 members 
Mstep: Class 37 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133640048.000000 Penalty: 128275.765625
Iteration 60F: 38 clusters Score -1.3364e+08 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 37396 members 
Mstep: Class 3 contains 37155 members 
Mstep: Class 4 contains 9717 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 18457 members 
Mstep: Class 7 contains 47549 members 
Mstep: Class 8 contains 15456 members 
Mstep: Class 9 contains 22175 members 
Mstep: Class 10 contains 10170 members 
Mstep: Class 11 contains 5299 members 
Mstep: Class 12 contains 14154 members 
Mstep: Class 13 contains 21939 members 
Mstep: Class 14 contains 14696 members 
Mstep: Class 15 contains 9822 members 
Mstep: Class 16 contains 15519 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 9959 members 
Mstep: Class 19 contains 10954 members 
Mstep: Class 20 contains 189215 members 
Mstep: Class 21 contains 12374 members 
Mstep: Class 22 contains 59855 members 
Mstep: Class 23 contains 11767 members 
Mstep: Class 24 contains 17410 members 
Mstep: Class 25 contains 7078 members 
Mstep: Class 26 contains 50918 members 
Mstep: Class 27 contains 6979 members 
Mstep: Class 28 contains 10623 members 
Mstep: Class 29 contains 152360 members 
Mstep: Class 30 contains 1213 members 
Mstep: Class 31 contains 16511 members 
Mstep: Class 32 contains 44988 members 
Mstep: Class 33 contains 516 members 
Mstep: Class 34 contains 26416 members 
Mstep: Class 35 contains 16920 members 
Mstep: Class 36 contains 185282 members 
Mstep: Class 37 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133642560.000000 Penalty: 128275.765625
Iteration 61Q: 38 clusters Score -1.336426e+08 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 37388 members 
Mstep: Class 3 contains 37159 members 
Mstep: Class 4 contains 9722 members 
Mstep: Class 5 contains 11852 members 
Mstep: Class 6 contains 18452 members 
Mstep: Class 7 contains 44848 members 
Mstep: Class 8 contains 15569 members 
Mstep: Class 9 contains 22185 members 
Mstep: Class 10 contains 10142 members 
Mstep: Class 11 contains 5303 members 
Mstep: Class 12 contains 14264 members 
Mstep: Class 13 contains 21746 members 
Mstep: Class 14 contains 14690 members 
Mstep: Class 15 contains 9824 members 
Mstep: Class 16 contains 15824 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 9971 members 
Mstep: Class 19 contains 10860 members 
Mstep: Class 20 contains 189400 members 
Mstep: Class 21 contains 12377 members 
Mstep: Class 22 contains 59659 members 
Mstep: Class 23 contains 11737 members 
Mstep: Class 24 contains 17376 members 
Mstep: Class 25 contains 7279 members 
Mstep: Class 26 contains 50266 members 
Mstep: Class 27 contains 6976 members 
Mstep: Class 28 contains 10637 members 
Mstep: Class 29 contains 155268 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 16493 members 
Mstep: Class 32 contains 44834 members 
Mstep: Class 33 contains 535 members 
Mstep: Class 34 contains 26428 members 
Mstep: Class 35 contains 16895 members 
Mstep: Class 36 contains 185478 members 
Mstep: Class 37 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133644328.000000 Penalty: 128275.765625
Iteration 62Q: 38 clusters Score -1.336443e+08 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 37373 members 
Mstep: Class 3 contains 37170 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 11852 members 
Mstep: Class 6 contains 18440 members 
Mstep: Class 7 contains 42472 members 
Mstep: Class 8 contains 15683 members 
Mstep: Class 9 contains 22193 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 14388 members 
Mstep: Class 13 contains 21532 members 
Mstep: Class 14 contains 14691 members 
Mstep: Class 15 contains 9820 members 
Mstep: Class 16 contains 16131 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 9991 members 
Mstep: Class 19 contains 10759 members 
Mstep: Class 20 contains 189560 members 
Mstep: Class 21 contains 12376 members 
Mstep: Class 22 contains 59458 members 
Mstep: Class 23 contains 11718 members 
Mstep: Class 24 contains 17358 members 
Mstep: Class 25 contains 7447 members 
Mstep: Class 26 contains 49623 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 10647 members 
Mstep: Class 29 contains 157877 members 
Mstep: Class 30 contains 1164 members 
Mstep: Class 31 contains 16481 members 
Mstep: Class 32 contains 44685 members 
Mstep: Class 33 contains 535 members 
Mstep: Class 34 contains 26459 members 
Mstep: Class 35 contains 16872 members 
Mstep: Class 36 contains 185656 members 
Mstep: Class 37 contains 2248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133645568.000000 Penalty: 128275.765625
Iteration 63Q: 38 clusters Score -1.336456e+08 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 37357 members 
Mstep: Class 3 contains 37181 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 11854 members 
Mstep: Class 6 contains 18433 members 
Mstep: Class 7 contains 40388 members 
Mstep: Class 8 contains 15792 members 
Mstep: Class 9 contains 22199 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 5307 members 
Mstep: Class 12 contains 14530 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 14694 members 
Mstep: Class 15 contains 9815 members 
Mstep: Class 16 contains 16437 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 10011 members 
Mstep: Class 19 contains 10671 members 
Mstep: Class 20 contains 189682 members 
Mstep: Class 21 contains 12376 members 
Mstep: Class 22 contains 59287 members 
Mstep: Class 23 contains 11685 members 
Mstep: Class 24 contains 17343 members 
Mstep: Class 25 contains 7588 members 
Mstep: Class 26 contains 48947 members 
Mstep: Class 27 contains 6943 members 
Mstep: Class 28 contains 10643 members 
Mstep: Class 29 contains 160181 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 16472 members 
Mstep: Class 32 contains 44538 members 
Mstep: Class 33 contains 524 members 
Mstep: Class 34 contains 26501 members 
Mstep: Class 35 contains 16844 members 
Mstep: Class 36 contains 185894 members 
Mstep: Class 37 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133646440.000000 Penalty: 128275.765625
Iteration 64Q: 38 clusters Score -1.336464e+08 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 37348 members 
Mstep: Class 3 contains 37194 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 11851 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 38543 members 
Mstep: Class 8 contains 15879 members 
Mstep: Class 9 contains 22203 members 
Mstep: Class 10 contains 10088 members 
Mstep: Class 11 contains 5310 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 21140 members 
Mstep: Class 14 contains 14694 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 16763 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 10021 members 
Mstep: Class 19 contains 10575 members 
Mstep: Class 20 contains 189800 members 
Mstep: Class 21 contains 12382 members 
Mstep: Class 22 contains 59136 members 
Mstep: Class 23 contains 11658 members 
Mstep: Class 24 contains 17351 members 
Mstep: Class 25 contains 7688 members 
Mstep: Class 26 contains 48330 members 
Mstep: Class 27 contains 6934 members 
Mstep: Class 28 contains 10642 members 
Mstep: Class 29 contains 162239 members 
Mstep: Class 30 contains 1178 members 
Mstep: Class 31 contains 16452 members 
Mstep: Class 32 contains 44386 members 
Mstep: Class 33 contains 516 members 
Mstep: Class 34 contains 26541 members 
Mstep: Class 35 contains 16824 members 
Mstep: Class 36 contains 186094 members 
Mstep: Class 37 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133646440.000000 Penalty: 128275.765625
Iteration 65Q: 38 clusters Score -1.336464e+08 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 37322 members 
Mstep: Class 3 contains 37211 members 
Mstep: Class 4 contains 9748 members 
Mstep: Class 5 contains 11850 members 
Mstep: Class 6 contains 18416 members 
Mstep: Class 7 contains 36926 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 22209 members 
Mstep: Class 10 contains 10072 members 
Mstep: Class 11 contains 5312 members 
Mstep: Class 12 contains 14832 members 
Mstep: Class 13 contains 20931 members 
Mstep: Class 14 contains 14692 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 17043 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 10028 members 
Mstep: Class 19 contains 10489 members 
Mstep: Class 20 contains 189888 members 
Mstep: Class 21 contains 12383 members 
Mstep: Class 22 contains 58939 members 
Mstep: Class 23 contains 11628 members 
Mstep: Class 24 contains 17362 members 
Mstep: Class 25 contains 7774 members 
Mstep: Class 26 contains 47744 members 
Mstep: Class 27 contains 6928 members 
Mstep: Class 28 contains 10642 members 
Mstep: Class 29 contains 164100 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16437 members 
Mstep: Class 32 contains 44278 members 
Mstep: Class 33 contains 512 members 
Mstep: Class 34 contains 26602 members 
Mstep: Class 35 contains 16799 members 
Mstep: Class 36 contains 186285 members 
Mstep: Class 37 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133647048.000000 Penalty: 128275.765625
Iteration 66Q: 38 clusters Score -1.33647e+08 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 37303 members 
Mstep: Class 3 contains 37229 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 11847 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 35548 members 
Mstep: Class 8 contains 16041 members 
Mstep: Class 9 contains 22210 members 
Mstep: Class 10 contains 10066 members 
Mstep: Class 11 contains 5314 members 
Mstep: Class 12 contains 14998 members 
Mstep: Class 13 contains 20728 members 
Mstep: Class 14 contains 14691 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 17338 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 10035 members 
Mstep: Class 19 contains 10424 members 
Mstep: Class 20 contains 189952 members 
Mstep: Class 21 contains 12387 members 
Mstep: Class 22 contains 58764 members 
Mstep: Class 23 contains 11596 members 
Mstep: Class 24 contains 17379 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 47172 members 
Mstep: Class 27 contains 6921 members 
Mstep: Class 28 contains 10626 members 
Mstep: Class 29 contains 165727 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 16422 members 
Mstep: Class 32 contains 44161 members 
Mstep: Class 33 contains 510 members 
Mstep: Class 34 contains 26673 members 
Mstep: Class 35 contains 16776 members 
Mstep: Class 36 contains 186454 members 
Mstep: Class 37 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133647040.000000 Penalty: 128275.765625
Iteration 67Q: 38 clusters Score -1.33647e+08 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 37294 members 
Mstep: Class 3 contains 37253 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 11844 members 
Mstep: Class 6 contains 18394 members 
Mstep: Class 7 contains 34428 members 
Mstep: Class 8 contains 16105 members 
Mstep: Class 9 contains 22211 members 
Mstep: Class 10 contains 10057 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 15146 members 
Mstep: Class 13 contains 20556 members 
Mstep: Class 14 contains 14697 members 
Mstep: Class 15 contains 9794 members 
Mstep: Class 16 contains 17638 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 10046 members 
Mstep: Class 19 contains 10354 members 
Mstep: Class 20 contains 189996 members 
Mstep: Class 21 contains 12378 members 
Mstep: Class 22 contains 58585 members 
Mstep: Class 23 contains 11559 members 
Mstep: Class 24 contains 17401 members 
Mstep: Class 25 contains 7914 members 
Mstep: Class 26 contains 46665 members 
Mstep: Class 27 contains 6920 members 
Mstep: Class 28 contains 10606 members 
Mstep: Class 29 contains 167096 members 
Mstep: Class 30 contains 1186 members 
Mstep: Class 31 contains 16402 members 
Mstep: Class 32 contains 44027 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 26742 members 
Mstep: Class 35 contains 16759 members 
Mstep: Class 36 contains 186609 members 
Mstep: Class 37 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133647016.000000 Penalty: 128275.765625
Iteration 68Q: 38 clusters Score -1.33647e+08 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 37292 members 
Mstep: Class 3 contains 37277 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 11846 members 
Mstep: Class 6 contains 18390 members 
Mstep: Class 7 contains 33547 members 
Mstep: Class 8 contains 16159 members 
Mstep: Class 9 contains 22210 members 
Mstep: Class 10 contains 10054 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 15324 members 
Mstep: Class 13 contains 20383 members 
Mstep: Class 14 contains 14694 members 
Mstep: Class 15 contains 9785 members 
Mstep: Class 16 contains 17918 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 10046 members 
Mstep: Class 19 contains 10289 members 
Mstep: Class 20 contains 190072 members 
Mstep: Class 21 contains 12380 members 
Mstep: Class 22 contains 58391 members 
Mstep: Class 23 contains 11515 members 
Mstep: Class 24 contains 17414 members 
Mstep: Class 25 contains 7963 members 
Mstep: Class 26 contains 46199 members 
Mstep: Class 27 contains 6915 members 
Mstep: Class 28 contains 10584 members 
Mstep: Class 29 contains 168235 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 16394 members 
Mstep: Class 32 contains 43854 members 
Mstep: Class 33 contains 508 members 
Mstep: Class 34 contains 26839 members 
Mstep: Class 35 contains 16741 members 
Mstep: Class 36 contains 186741 members 
Mstep: Class 37 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133647576.000000 Penalty: 128275.765625
Iteration 69Q: 38 clusters Score -1.336476e+08 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 37280 members 
Mstep: Class 3 contains 37316 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 11845 members 
Mstep: Class 6 contains 18389 members 
Mstep: Class 7 contains 32784 members 
Mstep: Class 8 contains 16202 members 
Mstep: Class 9 contains 22204 members 
Mstep: Class 10 contains 10036 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 15513 members 
Mstep: Class 13 contains 20245 members 
Mstep: Class 14 contains 14680 members 
Mstep: Class 15 contains 9781 members 
Mstep: Class 16 contains 18205 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 190163 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 58143 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 17447 members 
Mstep: Class 25 contains 8010 members 
Mstep: Class 26 contains 45756 members 
Mstep: Class 27 contains 6923 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 169231 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 16392 members 
Mstep: Class 32 contains 43672 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 26924 members 
Mstep: Class 35 contains 16715 members 
Mstep: Class 36 contains 186884 members 
Mstep: Class 37 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133647976.000000 Penalty: 128275.765625
Iteration 70Q: 38 clusters Score -1.33648e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 37271 members 
Mstep: Class 3 contains 37358 members 
Mstep: Class 4 contains 9755 members 
Mstep: Class 5 contains 11853 members 
Mstep: Class 6 contains 18383 members 
Mstep: Class 7 contains 32162 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 22207 members 
Mstep: Class 10 contains 10039 members 
Mstep: Class 11 contains 5319 members 
Mstep: Class 12 contains 15703 members 
Mstep: Class 13 contains 20097 members 
Mstep: Class 14 contains 14668 members 
Mstep: Class 15 contains 9782 members 
Mstep: Class 16 contains 18463 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 10175 members 
Mstep: Class 20 contains 190246 members 
Mstep: Class 21 contains 12374 members 
Mstep: Class 22 contains 57905 members 
Mstep: Class 23 contains 11448 members 
Mstep: Class 24 contains 17465 members 
Mstep: Class 25 contains 8052 members 
Mstep: Class 26 contains 45341 members 
Mstep: Class 27 contains 6915 members 
Mstep: Class 28 contains 10516 members 
Mstep: Class 29 contains 170096 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 16380 members 
Mstep: Class 32 contains 43531 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27007 members 
Mstep: Class 35 contains 16691 members 
Mstep: Class 36 contains 186983 members 
Mstep: Class 37 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133648032.000000 Penalty: 128275.765625
Iteration 71Q: 38 clusters Score -1.33648e+08 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 37256 members 
Mstep: Class 3 contains 37413 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 11849 members 
Mstep: Class 6 contains 18376 members 
Mstep: Class 7 contains 31609 members 
Mstep: Class 8 contains 16259 members 
Mstep: Class 9 contains 22209 members 
Mstep: Class 10 contains 10038 members 
Mstep: Class 11 contains 5320 members 
Mstep: Class 12 contains 15907 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 14668 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 18668 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 10116 members 
Mstep: Class 20 contains 190324 members 
Mstep: Class 21 contains 12371 members 
Mstep: Class 22 contains 57683 members 
Mstep: Class 23 contains 11422 members 
Mstep: Class 24 contains 17502 members 
Mstep: Class 25 contains 8089 members 
Mstep: Class 26 contains 44949 members 
Mstep: Class 27 contains 6912 members 
Mstep: Class 28 contains 10494 members 
Mstep: Class 29 contains 170858 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 16375 members 
Mstep: Class 32 contains 43439 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27084 members 
Mstep: Class 35 contains 16671 members 
Mstep: Class 36 contains 187053 members 
Mstep: Class 37 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133648008.000000 Penalty: 128275.765625
Iteration 72Q: 38 clusters Score -1.33648e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 37242 members 
Mstep: Class 3 contains 37452 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 18372 members 
Mstep: Class 7 contains 31180 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 22215 members 
Mstep: Class 10 contains 10040 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 16102 members 
Mstep: Class 13 contains 19821 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 9773 members 
Mstep: Class 16 contains 18858 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 10067 members 
Mstep: Class 20 contains 190404 members 
Mstep: Class 21 contains 12365 members 
Mstep: Class 22 contains 57469 members 
Mstep: Class 23 contains 11400 members 
Mstep: Class 24 contains 17531 members 
Mstep: Class 25 contains 8117 members 
Mstep: Class 26 contains 44598 members 
Mstep: Class 27 contains 6911 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 171517 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 16360 members 
Mstep: Class 32 contains 43307 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27149 members 
Mstep: Class 35 contains 16659 members 
Mstep: Class 36 contains 187099 members 
Mstep: Class 37 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133648080.000000 Penalty: 128275.765625
Iteration 73Q: 38 clusters Score -1.336481e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 37242 members 
Mstep: Class 3 contains 37510 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 11840 members 
Mstep: Class 6 contains 18368 members 
Mstep: Class 7 contains 30803 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 22215 members 
Mstep: Class 10 contains 10032 members 
Mstep: Class 11 contains 5320 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 19693 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 9765 members 
Mstep: Class 16 contains 19016 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 10019 members 
Mstep: Class 20 contains 190489 members 
Mstep: Class 21 contains 12370 members 
Mstep: Class 22 contains 57226 members 
Mstep: Class 23 contains 11379 members 
Mstep: Class 24 contains 17566 members 
Mstep: Class 25 contains 8139 members 
Mstep: Class 26 contains 44311 members 
Mstep: Class 27 contains 6917 members 
Mstep: Class 28 contains 10448 members 
Mstep: Class 29 contains 172128 members 
Mstep: Class 30 contains 1186 members 
Mstep: Class 31 contains 16349 members 
Mstep: Class 32 contains 43190 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27221 members 
Mstep: Class 35 contains 16645 members 
Mstep: Class 36 contains 187122 members 
Mstep: Class 37 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133647512.000000 Penalty: 128275.765625
Iteration 74Q: 38 clusters Score -1.336475e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 37238 members 
Mstep: Class 3 contains 37536 members 
Mstep: Class 4 contains 9750 members 
Mstep: Class 5 contains 11840 members 
Mstep: Class 6 contains 18365 members 
Mstep: Class 7 contains 30492 members 
Mstep: Class 8 contains 16348 members 
Mstep: Class 9 contains 22213 members 
Mstep: Class 10 contains 10033 members 
Mstep: Class 11 contains 5320 members 
Mstep: Class 12 contains 16495 members 
Mstep: Class 13 contains 19564 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 19110 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 10064 members 
Mstep: Class 19 contains 9972 members 
Mstep: Class 20 contains 190564 members 
Mstep: Class 21 contains 12371 members 
Mstep: Class 22 contains 57013 members 
Mstep: Class 23 contains 11354 members 
Mstep: Class 24 contains 17608 members 
Mstep: Class 25 contains 8167 members 
Mstep: Class 26 contains 44055 members 
Mstep: Class 27 contains 6912 members 
Mstep: Class 28 contains 10421 members 
Mstep: Class 29 contains 172672 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 16347 members 
Mstep: Class 32 contains 43116 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27268 members 
Mstep: Class 35 contains 16628 members 
Mstep: Class 36 contains 187156 members 
Mstep: Class 37 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133647872.000000 Penalty: 128275.765625
Iteration 75Q: 38 clusters Score -1.336479e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 37248 members 
Mstep: Class 3 contains 37563 members 
Mstep: Class 4 contains 9750 members 
Mstep: Class 5 contains 11844 members 
Mstep: Class 6 contains 18363 members 
Mstep: Class 7 contains 30226 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 10029 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 16661 members 
Mstep: Class 13 contains 19441 members 
Mstep: Class 14 contains 14654 members 
Mstep: Class 15 contains 9738 members 
Mstep: Class 16 contains 19231 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 10072 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 190637 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 56804 members 
Mstep: Class 23 contains 11335 members 
Mstep: Class 24 contains 17645 members 
Mstep: Class 25 contains 8188 members 
Mstep: Class 26 contains 43850 members 
Mstep: Class 27 contains 6912 members 
Mstep: Class 28 contains 10390 members 
Mstep: Class 29 contains 173141 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 16338 members 
Mstep: Class 32 contains 43052 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27298 members 
Mstep: Class 35 contains 16614 members 
Mstep: Class 36 contains 187164 members 
Mstep: Class 37 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133648216.000000 Penalty: 128275.765625
Iteration 76Q: 38 clusters Score -1.336482e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 37254 members 
Mstep: Class 3 contains 37607 members 
Mstep: Class 4 contains 9749 members 
Mstep: Class 5 contains 11846 members 
Mstep: Class 6 contains 18364 members 
Mstep: Class 7 contains 30041 members 
Mstep: Class 8 contains 16383 members 
Mstep: Class 9 contains 22216 members 
Mstep: Class 10 contains 10029 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 16842 members 
Mstep: Class 13 contains 19326 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 19352 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 10082 members 
Mstep: Class 19 contains 9899 members 
Mstep: Class 20 contains 190706 members 
Mstep: Class 21 contains 12365 members 
Mstep: Class 22 contains 56584 members 
Mstep: Class 23 contains 11321 members 
Mstep: Class 24 contains 17673 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 43629 members 
Mstep: Class 27 contains 6906 members 
Mstep: Class 28 contains 10360 members 
Mstep: Class 29 contains 173514 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 16327 members 
Mstep: Class 32 contains 42981 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27330 members 
Mstep: Class 35 contains 16605 members 
Mstep: Class 36 contains 187179 members 
Mstep: Class 37 contains 2226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133648032.000000 Penalty: 128275.765625
Iteration 77Q: 38 clusters Score -1.33648e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 37251 members 
Mstep: Class 3 contains 37642 members 
Mstep: Class 4 contains 9753 members 
Mstep: Class 5 contains 11848 members 
Mstep: Class 6 contains 18359 members 
Mstep: Class 7 contains 29882 members 
Mstep: Class 8 contains 16394 members 
Mstep: Class 9 contains 22218 members 
Mstep: Class 10 contains 10016 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 17017 members 
Mstep: Class 13 contains 19224 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 9730 members 
Mstep: Class 16 contains 19448 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 10090 members 
Mstep: Class 19 contains 9872 members 
Mstep: Class 20 contains 190772 members 
Mstep: Class 21 contains 12371 members 
Mstep: Class 22 contains 56380 members 
Mstep: Class 23 contains 11299 members 
Mstep: Class 24 contains 17699 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 43452 members 
Mstep: Class 27 contains 6916 members 
Mstep: Class 28 contains 10336 members 
Mstep: Class 29 contains 173855 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16311 members 
Mstep: Class 32 contains 42905 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27337 members 
Mstep: Class 35 contains 16593 members 
Mstep: Class 36 contains 187201 members 
Mstep: Class 37 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133648264.000000 Penalty: 128275.765625
Iteration 78Q: 38 clusters Score -1.336483e+08 nChanged 1824
Entering ConstructFrom: 
Score: -133648264.000000 Penalty: 128275.765625
Entering ConstructFrom: 
Trying to split cluster 1 (51725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Entering Unmasked Estep 
Score: -6273067.000000 Penalty: 2691.716797
	Iteration 0F: 2 clusters Score -6273067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -6238323.500000 Penalty: 5383.433594
	Iteration 0F: 3 clusters Score -6238324 nChanged 23902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -6252059.000000 Penalty: 5383.433594
	Iteration 1F: 3 clusters Score -6252059 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -6253501.500000 Penalty: 5383.433594
	Iteration 2F: 3 clusters Score -6253502 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -6255259.500000 Penalty: 5383.433594
	Iteration 3F: 3 clusters Score -6255260 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -6257365.000000 Penalty: 5383.433594
	Iteration 4F: 3 clusters Score -6257365 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -6259845.000000 Penalty: 5383.433594
	Iteration 5F: 3 clusters Score -6259845 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -6262531.500000 Penalty: 5383.433594
	Iteration 6F: 3 clusters Score -6262532 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -6265387.000000 Penalty: 5383.433594
	Iteration 7F: 3 clusters Score -6265387 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -6267597.500000 Penalty: 5383.433594
	Iteration 8F: 3 clusters Score -6267598 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -6268948.000000 Penalty: 5383.433594
	Iteration 9Q: 3 clusters Score -6268948 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -6269783.500000 Penalty: 5383.433594
	Iteration 10Q: 3 clusters Score -6269784 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -6270269.000000 Penalty: 5383.433594
	Iteration 11Q: 3 clusters Score -6270269 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -6270582.500000 Penalty: 5383.433594
	Iteration 12Q: 3 clusters Score -6270582 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -6270819.500000 Penalty: 5383.433594
	Iteration 13Q: 3 clusters Score -6270820 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -6270982.500000 Penalty: 5383.433594
	Iteration 14Q: 3 clusters Score -6270982 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -6271133.500000 Penalty: 5383.433594
	Iteration 15Q: 3 clusters Score -6271134 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -6271225.500000 Penalty: 5383.433594
	Iteration 16Q: 3 clusters Score -6271226 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -6271298.000000 Penalty: 5383.433594
	Iteration 17Q: 3 clusters Score -6271298 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -6271372.000000 Penalty: 5383.433594
	Iteration 18Q: 3 clusters Score -6271372 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -6271436.000000 Penalty: 5383.433594
	Iteration 19Q: 3 clusters Score -6271436 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -6271496.000000 Penalty: 5383.433594
	Iteration 20F: 3 clusters Score -6271496 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -6271508.000000 Penalty: 5383.433594
	Iteration 21Q: 3 clusters Score -6271508 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -6271536.000000 Penalty: 5383.433594
	Iteration 22Q: 3 clusters Score -6271536 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -6271555.500000 Penalty: 5383.433594
	Iteration 23Q: 3 clusters Score -6271556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -6271566.000000 Penalty: 5383.433594
	Iteration 24Q: 3 clusters Score -6271566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -6271577.000000 Penalty: 5383.433594
	Iteration 25Q: 3 clusters Score -6271577 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -6271583.500000 Penalty: 5383.433594
	Iteration 26Q: 3 clusters Score -6271584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -6271591.000000 Penalty: 5383.433594
	Iteration 27Q: 3 clusters Score -6271591 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -6271595.500000 Penalty: 5383.433594
	Iteration 28Q: 3 clusters Score -6271596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -6271611.500000 Penalty: 5383.433594
	Iteration 29Q: 3 clusters Score -6271612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -6271614.500000 Penalty: 5383.433594
	Iteration 30Q: 3 clusters Score -6271614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -6271621.500000 Penalty: 5383.433594
	Iteration 31Q: 3 clusters Score -6271622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -6271633.000000 Penalty: 5383.433594
	Iteration 32Q: 3 clusters Score -6271633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -6271626.000000 Penalty: 5383.433594
	Iteration 33Q: 3 clusters Score -6271626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -6271641.500000 Penalty: 5383.433594
	Iteration 34Q: 3 clusters Score -6271642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -6271651.000000 Penalty: 5383.433594
	Iteration 35Q: 3 clusters Score -6271651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -6271667.500000 Penalty: 5383.433594
	Iteration 36Q: 3 clusters Score -6271668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -6271681.500000 Penalty: 5383.433594
	Iteration 37Q: 3 clusters Score -6271682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -6271679.000000 Penalty: 5383.433594
	Iteration 38Q: 3 clusters Score -6271679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -6271675.500000 Penalty: 5383.433594
	Iteration 39Q: 3 clusters Score -6271676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -6271681.500000 Penalty: 5383.433594
	Iteration 40F: 3 clusters Score -6271682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -6271702.500000 Penalty: 5383.433594
	Iteration 41Q: 3 clusters Score -6271702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -6271703.500000 Penalty: 5383.433594
	Iteration 42Q: 3 clusters Score -6271704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -6271701.000000 Penalty: 5383.433594
	Iteration 43Q: 3 clusters Score -6271701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -6271695.500000 Penalty: 5383.433594
	Iteration 44Q: 3 clusters Score -6271696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -6271696.500000 Penalty: 5383.433594
	Iteration 45Q: 3 clusters Score -6271696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -6271700.000000 Penalty: 5383.433594
	Iteration 46Q: 3 clusters Score -6271700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -6271703.500000 Penalty: 5383.433594
	Iteration 47Q: 3 clusters Score -6271704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -6271700.500000 Penalty: 5383.433594
	Iteration 48Q: 3 clusters Score -6271700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -6271695.500000 Penalty: 5383.433594
	Iteration 49Q: 3 clusters Score -6271696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -6271689.500000 Penalty: 5383.433594
	Iteration 50Q: 3 clusters Score -6271690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -6271695.500000 Penalty: 5383.433594
	Iteration 51Q: 3 clusters Score -6271696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -6271702.000000 Penalty: 5383.433594
	Iteration 52Q: 3 clusters Score -6271702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -6271697.500000 Penalty: 5383.433594
	Iteration 53Q: 3 clusters Score -6271698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -6271698.500000 Penalty: 5383.433594
	Iteration 54Q: 3 clusters Score -6271698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -6271704.000000 Penalty: 5383.433594
	Iteration 55Q: 3 clusters Score -6271704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -6271703.000000 Penalty: 5383.433594
	Iteration 56Q: 3 clusters Score -6271703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -6271707.000000 Penalty: 5383.433594
	Iteration 57Q: 3 clusters Score -6271707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -6271722.500000 Penalty: 5383.433594
	Iteration 58Q: 3 clusters Score -6271722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -6271719.000000 Penalty: 5383.433594
	Iteration 59Q: 3 clusters Score -6271719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -6271713.500000 Penalty: 5383.433594
	Iteration 60F: 3 clusters Score -6271714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -6271701.500000 Penalty: 5383.433594
	Iteration 61Q: 3 clusters Score -6271702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -6271711.000000 Penalty: 5383.433594
	Iteration 62Q: 3 clusters Score -6271711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -6271705.000000 Penalty: 5383.433594
	Iteration 63Q: 3 clusters Score -6271705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -6271704.500000 Penalty: 5383.433594
	Iteration 64Q: 3 clusters Score -6271704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -6271704.000000 Penalty: 5383.433594
	Iteration 65Q: 3 clusters Score -6271704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -6271700.500000 Penalty: 5383.433594
	Iteration 66Q: 3 clusters Score -6271700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -6271704.500000 Penalty: 5383.433594
	Iteration 67Q: 3 clusters Score -6271704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -6271697.000000 Penalty: 5383.433594
	Iteration 68Q: 3 clusters Score -6271697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -6271687.000000 Penalty: 5383.433594
	Iteration 69Q: 3 clusters Score -6271687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -6271693.000000 Penalty: 5383.433594
	Iteration 70Q: 3 clusters Score -6271693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -6271706.500000 Penalty: 5383.433594
	Iteration 71Q: 3 clusters Score -6271706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -6271702.000000 Penalty: 5383.433594
	Iteration 72Q: 3 clusters Score -6271702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -6271700.000000 Penalty: 5383.433594
	Iteration 73Q: 3 clusters Score -6271700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -6271700.000000 Penalty: 5383.433594
	Iteration 74F: 3 clusters Score -6271700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Entering Unmasked Estep 
Score: -4259909.000000 Penalty: 2610.274414
	Iteration 0F: 2 clusters Score -4259909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -4234631.500000 Penalty: 5220.548828
	Iteration 0F: 3 clusters Score -4234632 nChanged 16932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4243933.000000 Penalty: 5220.548828
	Iteration 1F: 3 clusters Score -4243933 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -4244591.500000 Penalty: 5220.548828
	Iteration 2F: 3 clusters Score -4244592 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4245284.000000 Penalty: 5220.548828
	Iteration 3Q: 3 clusters Score -4245284 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4245974.000000 Penalty: 5220.548828
	Iteration 4Q: 3 clusters Score -4245974 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4246787.500000 Penalty: 5220.548828
	Iteration 5Q: 3 clusters Score -4246788 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -4247679.000000 Penalty: 5220.548828
	Iteration 6Q: 3 clusters Score -4247679 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4248772.500000 Penalty: 5220.548828
	Iteration 7F: 3 clusters Score -4248772 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -4250042.500000 Penalty: 5220.548828
	Iteration 8F: 3 clusters Score -4250042 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -4251300.000000 Penalty: 5220.548828
	Iteration 9F: 3 clusters Score -4251300 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -4252507.500000 Penalty: 5220.548828
	Iteration 10F: 3 clusters Score -4252508 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -4253405.000000 Penalty: 5220.548828
	Iteration 11Q: 3 clusters Score -4253405 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -4254022.500000 Penalty: 5220.548828
	Iteration 12Q: 3 clusters Score -4254022 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -4254436.000000 Penalty: 5220.548828
	Iteration 13Q: 3 clusters Score -4254436 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -4254763.500000 Penalty: 5220.548828
	Iteration 14Q: 3 clusters Score -4254764 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4255045.000000 Penalty: 5220.548828
	Iteration 15Q: 3 clusters Score -4255045 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4255298.000000 Penalty: 5220.548828
	Iteration 16Q: 3 clusters Score -4255298 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4255540.500000 Penalty: 5220.548828
	Iteration 17Q: 3 clusters Score -4255540 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4255746.000000 Penalty: 5220.548828
	Iteration 18Q: 3 clusters Score -4255746 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -4255923.000000 Penalty: 5220.548828
	Iteration 19Q: 3 clusters Score -4255923 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4256118.000000 Penalty: 5220.548828
	Iteration 20F: 3 clusters Score -4256118 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4256287.000000 Penalty: 5220.548828
	Iteration 21Q: 3 clusters Score -4256287 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4256408.000000 Penalty: 5220.548828
	Iteration 22Q: 3 clusters Score -4256408 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4256525.000000 Penalty: 5220.548828
	Iteration 23Q: 3 clusters Score -4256525 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -4256629.000000 Penalty: 5220.548828
	Iteration 24Q: 3 clusters Score -4256629 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -4256724.000000 Penalty: 5220.548828
	Iteration 25Q: 3 clusters Score -4256724 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4256812.500000 Penalty: 5220.548828
	Iteration 26Q: 3 clusters Score -4256812 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4256911.500000 Penalty: 5220.548828
	Iteration 27Q: 3 clusters Score -4256912 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -4256983.500000 Penalty: 5220.548828
	Iteration 28Q: 3 clusters Score -4256984 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4257062.500000 Penalty: 5220.548828
	Iteration 29Q: 3 clusters Score -4257062 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4257144.000000 Penalty: 5220.548828
	Iteration 30Q: 3 clusters Score -4257144 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4257195.000000 Penalty: 5220.548828
	Iteration 31Q: 3 clusters Score -4257195 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4257237.000000 Penalty: 5220.548828
	Iteration 32Q: 3 clusters Score -4257237 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4257275.000000 Penalty: 5220.548828
	Iteration 33Q: 3 clusters Score -4257275 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4257310.500000 Penalty: 5220.548828
	Iteration 34Q: 3 clusters Score -4257310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4257358.000000 Penalty: 5220.548828
	Iteration 35Q: 3 clusters Score -4257358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4257363.500000 Penalty: 5220.548828
	Iteration 36Q: 3 clusters Score -4257364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4257385.500000 Penalty: 5220.548828
	Iteration 37Q: 3 clusters Score -4257386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4257409.500000 Penalty: 5220.548828
	Iteration 38Q: 3 clusters Score -4257410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -4257426.000000 Penalty: 5220.548828
	Iteration 39Q: 3 clusters Score -4257426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -4257437.000000 Penalty: 5220.548828
	Iteration 40F: 3 clusters Score -4257437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4257454.500000 Penalty: 5220.548828
	Iteration 41Q: 3 clusters Score -4257454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -4257467.000000 Penalty: 5220.548828
	Iteration 42Q: 3 clusters Score -4257467 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4257480.000000 Penalty: 5220.548828
	Iteration 43Q: 3 clusters Score -4257480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -4257509.500000 Penalty: 5220.548828
	Iteration 44Q: 3 clusters Score -4257510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4257522.000000 Penalty: 5220.548828
	Iteration 45Q: 3 clusters Score -4257522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4257543.500000 Penalty: 5220.548828
	Iteration 46Q: 3 clusters Score -4257544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4257552.500000 Penalty: 5220.548828
	Iteration 47Q: 3 clusters Score -4257552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -4257555.000000 Penalty: 5220.548828
	Iteration 48Q: 3 clusters Score -4257555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -4257569.500000 Penalty: 5220.548828
	Iteration 49Q: 3 clusters Score -4257570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4257583.000000 Penalty: 5220.548828
	Iteration 50Q: 3 clusters Score -4257583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4257601.500000 Penalty: 5220.548828
	Iteration 51Q: 3 clusters Score -4257602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4257607.000000 Penalty: 5220.548828
	Iteration 52Q: 3 clusters Score -4257607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4257613.000000 Penalty: 5220.548828
	Iteration 53Q: 3 clusters Score -4257613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4257623.500000 Penalty: 5220.548828
	Iteration 54Q: 3 clusters Score -4257624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4257628.500000 Penalty: 5220.548828
	Iteration 55Q: 3 clusters Score -4257628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -4257647.500000 Penalty: 5220.548828
	Iteration 56Q: 3 clusters Score -4257648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -4257652.500000 Penalty: 5220.548828
	Iteration 57Q: 3 clusters Score -4257652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4257656.000000 Penalty: 5220.548828
	Iteration 58Q: 3 clusters Score -4257656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4257665.500000 Penalty: 5220.548828
	Iteration 59Q: 3 clusters Score -4257666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4257673.500000 Penalty: 5220.548828
	Iteration 60F: 3 clusters Score -4257674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4257669.500000 Penalty: 5220.548828
	Iteration 61Q: 3 clusters Score -4257670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4257681.000000 Penalty: 5220.548828
	Iteration 62Q: 3 clusters Score -4257681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4257688.500000 Penalty: 5220.548828
	Iteration 63Q: 3 clusters Score -4257688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4257684.500000 Penalty: 5220.548828
	Iteration 64Q: 3 clusters Score -4257684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -4257682.500000 Penalty: 5220.548828
	Iteration 65Q: 3 clusters Score -4257682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4257689.500000 Penalty: 5220.548828
	Iteration 66Q: 3 clusters Score -4257690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -4257691.000000 Penalty: 5220.548828
	Iteration 67Q: 3 clusters Score -4257691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -4257689.500000 Penalty: 5220.548828
	Iteration 68Q: 3 clusters Score -4257690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4257695.000000 Penalty: 5220.548828
	Iteration 69Q: 3 clusters Score -4257695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -4257700.000000 Penalty: 5220.548828
	Iteration 70Q: 3 clusters Score -4257700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4257698.500000 Penalty: 5220.548828
	Iteration 71Q: 3 clusters Score -4257698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4257703.000000 Penalty: 5220.548828
	Iteration 72Q: 3 clusters Score -4257703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4257707.000000 Penalty: 5220.548828
	Iteration 73Q: 3 clusters Score -4257707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4257708.000000 Penalty: 5220.548828
	Iteration 74Q: 3 clusters Score -4257708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -4257711.000000 Penalty: 5220.548828
	Iteration 75Q: 3 clusters Score -4257711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -4257716.000000 Penalty: 5220.548828
	Iteration 76Q: 3 clusters Score -4257716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4257717.500000 Penalty: 5220.548828
	Iteration 77Q: 3 clusters Score -4257718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -4257724.000000 Penalty: 5220.548828
	Iteration 78Q: 3 clusters Score -4257724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4257727.000000 Penalty: 5220.548828
	Iteration 79Q: 3 clusters Score -4257727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4257734.000000 Penalty: 5220.548828
	Iteration 80F: 3 clusters Score -4257734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4257742.000000 Penalty: 5220.548828
	Iteration 81Q: 3 clusters Score -4257742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4257733.000000 Penalty: 5220.548828
	Iteration 82Q: 3 clusters Score -4257733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4257728.000000 Penalty: 5220.548828
	Iteration 83Q: 3 clusters Score -4257728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4257732.000000 Penalty: 5220.548828
	Iteration 84Q: 3 clusters Score -4257732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4257732.500000 Penalty: 5220.548828
	Iteration 85Q: 3 clusters Score -4257732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4257734.500000 Penalty: 5220.548828
	Iteration 86Q: 3 clusters Score -4257734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -4257736.000000 Penalty: 5220.548828
	Iteration 87Q: 3 clusters Score -4257736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4257737.000000 Penalty: 5220.548828
	Iteration 88Q: 3 clusters Score -4257737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4257737.000000 Penalty: 5220.548828
	Iteration 89F: 3 clusters Score -4257737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Entering Unmasked Estep 
Score: -4362389.000000 Penalty: 2613.094727
	Iteration 0F: 2 clusters Score -4362389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4336723.500000 Penalty: 5226.189453
	Iteration 0F: 3 clusters Score -4336724 nChanged 17294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4347425.000000 Penalty: 5226.189453
	Iteration 1F: 3 clusters Score -4347425 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4350124.000000 Penalty: 5226.189453
	Iteration 2F: 3 clusters Score -4350124 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4352375.500000 Penalty: 5226.189453
	Iteration 3F: 3 clusters Score -4352376 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4354465.000000 Penalty: 5226.189453
	Iteration 4F: 3 clusters Score -4354465 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4356488.500000 Penalty: 5226.189453
	Iteration 5F: 3 clusters Score -4356488 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4358596.500000 Penalty: 5226.189453
	Iteration 6F: 3 clusters Score -4358596 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4360688.000000 Penalty: 5226.189453
	Iteration 7F: 3 clusters Score -4360688 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4362904.500000 Penalty: 5226.189453
	Iteration 8F: 3 clusters Score -4362904 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4364801.500000 Penalty: 5226.189453
	Iteration 9Q: 3 clusters Score -4364802 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -4366135.000000 Penalty: 5226.189453
	Iteration 10Q: 3 clusters Score -4366135 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4367018.500000 Penalty: 5226.189453
	Iteration 11Q: 3 clusters Score -4367018 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4367526.500000 Penalty: 5226.189453
	Iteration 12Q: 3 clusters Score -4367526 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4367804.500000 Penalty: 5226.189453
	Iteration 13Q: 3 clusters Score -4367804 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4367990.000000 Penalty: 5226.189453
	Iteration 14Q: 3 clusters Score -4367990 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4368175.500000 Penalty: 5226.189453
	Iteration 15Q: 3 clusters Score -4368176 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4368382.000000 Penalty: 5226.189453
	Iteration 16Q: 3 clusters Score -4368382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4368619.000000 Penalty: 5226.189453
	Iteration 17Q: 3 clusters Score -4368619 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4368748.500000 Penalty: 5226.189453
	Iteration 18Q: 3 clusters Score -4368748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4368785.500000 Penalty: 5226.189453
	Iteration 19Q: 3 clusters Score -4368786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4368787.500000 Penalty: 5226.189453
	Iteration 20F: 3 clusters Score -4368788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4368812.500000 Penalty: 5226.189453
	Iteration 21Q: 3 clusters Score -4368812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4368810.500000 Penalty: 5226.189453
	Iteration 22Q: 3 clusters Score -4368810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4368813.500000 Penalty: 5226.189453
	Iteration 23Q: 3 clusters Score -4368814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4368815.000000 Penalty: 5226.189453
	Iteration 24Q: 3 clusters Score -4368815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4368813.000000 Penalty: 5226.189453
	Iteration 25Q: 3 clusters Score -4368813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4368813.000000 Penalty: 5226.189453
	Iteration 26F: 3 clusters Score -4368813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 9755 members 
Mstep: Class 5 contains 11850 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 10020 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 19134 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 10096 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Entering Unmasked Estep 
Score: -133654176.000000 Penalty: 131742.687500
Splitting cluster 3 changes total score from -133648264.000000 to -133654176.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 4 (9755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Entering Unmasked Estep 
Score: -1118986.000000 Penalty: 2278.012695
	Iteration 0F: 2 clusters Score -1118986 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 4889 members 
Entering Unmasked Estep 
Score: -1111357.750000 Penalty: 4556.025391
	Iteration 0F: 3 clusters Score -1111358 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1113835.125000 Penalty: 4556.025391
	Iteration 1F: 3 clusters Score -1113835 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1114793.875000 Penalty: 4556.025391
	Iteration 2F: 3 clusters Score -1114794 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1116484.625000 Penalty: 4556.025391
	Iteration 3F: 3 clusters Score -1116485 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1118379.125000 Penalty: 4556.025391
	Iteration 4F: 3 clusters Score -1118379 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1119436.875000 Penalty: 4556.025391
	Iteration 5F: 3 clusters Score -1119437 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1120153.500000 Penalty: 4556.025391
	Iteration 6F: 3 clusters Score -1120154 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1120617.125000 Penalty: 4556.025391
	Iteration 7Q: 3 clusters Score -1120617 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1120864.750000 Penalty: 4556.025391
	Iteration 8Q: 3 clusters Score -1120865 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1120995.000000 Penalty: 4556.025391
	Iteration 9Q: 3 clusters Score -1120995 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1121069.750000 Penalty: 4556.025391
	Iteration 10Q: 3 clusters Score -1121070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1121116.375000 Penalty: 4556.025391
	Iteration 11Q: 3 clusters Score -1121116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1121160.250000 Penalty: 4556.025391
	Iteration 12Q: 3 clusters Score -1121160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1121202.375000 Penalty: 4556.025391
	Iteration 13Q: 3 clusters Score -1121202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1121240.375000 Penalty: 4556.025391
	Iteration 14Q: 3 clusters Score -1121240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1121275.375000 Penalty: 4556.025391
	Iteration 15Q: 3 clusters Score -1121275 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1121309.250000 Penalty: 4556.025391
	Iteration 16Q: 3 clusters Score -1121309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1121347.375000 Penalty: 4556.025391
	Iteration 17Q: 3 clusters Score -1121347 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1121379.250000 Penalty: 4556.025391
	Iteration 18Q: 3 clusters Score -1121379 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1121402.125000 Penalty: 4556.025391
	Iteration 19Q: 3 clusters Score -1121402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1121438.875000 Penalty: 4556.025391
	Iteration 20F: 3 clusters Score -1121439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1121474.500000 Penalty: 4556.025391
	Iteration 21Q: 3 clusters Score -1121474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1121521.500000 Penalty: 4556.025391
	Iteration 22Q: 3 clusters Score -1121522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1121596.625000 Penalty: 4556.025391
	Iteration 23Q: 3 clusters Score -1121597 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1121731.250000 Penalty: 4556.025391
	Iteration 24Q: 3 clusters Score -1121731 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1121977.750000 Penalty: 4556.025391
	Iteration 25Q: 3 clusters Score -1121978 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1122254.375000 Penalty: 4556.025391
	Iteration 26Q: 3 clusters Score -1122254 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1122460.125000 Penalty: 4556.025391
	Iteration 27Q: 3 clusters Score -1122460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1122515.750000 Penalty: 4556.025391
	Iteration 28Q: 3 clusters Score -1122516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1122541.500000 Penalty: 4556.025391
	Iteration 29Q: 3 clusters Score -1122542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1122549.375000 Penalty: 4556.025391
	Iteration 30Q: 3 clusters Score -1122549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1122555.375000 Penalty: 4556.025391
	Iteration 31Q: 3 clusters Score -1122555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1122559.625000 Penalty: 4556.025391
	Iteration 32Q: 3 clusters Score -1122560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1122560.250000 Penalty: 4556.025391
	Iteration 33Q: 3 clusters Score -1122560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1122560.375000 Penalty: 4556.025391
	Iteration 34Q: 3 clusters Score -1122560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1122563.250000 Penalty: 4556.025391
	Iteration 35F: 3 clusters Score -1122563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1122565.750000 Penalty: 4556.025391
	Iteration 36Q: 3 clusters Score -1122566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1122565.750000 Penalty: 4556.025391
	Iteration 37F: 3 clusters Score -1122566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 11850 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 10020 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 19134 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 10096 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Entering Unmasked Estep 
Score: -133656248.000000 Penalty: 135209.593750
Splitting cluster 4 changes total score from -133648264.000000 to -133656248.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 5 (11850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Entering Unmasked Estep 
Score: -1341875.500000 Penalty: 2326.260498
	Iteration 0F: 2 clusters Score -1341876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1333063.375000 Penalty: 4652.520996
	Iteration 0F: 3 clusters Score -1333063 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1335944.875000 Penalty: 4652.520996
	Iteration 1F: 3 clusters Score -1335945 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1336685.875000 Penalty: 4652.520996
	Iteration 2F: 3 clusters Score -1336686 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1337499.000000 Penalty: 4652.520996
	Iteration 3F: 3 clusters Score -1337499 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1338385.500000 Penalty: 4652.520996
	Iteration 4F: 3 clusters Score -1338386 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1339308.500000 Penalty: 4652.520996
	Iteration 5F: 3 clusters Score -1339308 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1340142.125000 Penalty: 4652.520996
	Iteration 6F: 3 clusters Score -1340142 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1340761.250000 Penalty: 4652.520996
	Iteration 7F: 3 clusters Score -1340761 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1341164.875000 Penalty: 4652.520996
	Iteration 8Q: 3 clusters Score -1341165 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1341462.625000 Penalty: 4652.520996
	Iteration 9Q: 3 clusters Score -1341463 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1341686.125000 Penalty: 4652.520996
	Iteration 10Q: 3 clusters Score -1341686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1341876.000000 Penalty: 4652.520996
	Iteration 11Q: 3 clusters Score -1341876 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1342053.875000 Penalty: 4652.520996
	Iteration 12Q: 3 clusters Score -1342054 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1342184.625000 Penalty: 4652.520996
	Iteration 13Q: 3 clusters Score -1342185 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1342278.125000 Penalty: 4652.520996
	Iteration 14Q: 3 clusters Score -1342278 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1342321.625000 Penalty: 4652.520996
	Iteration 15Q: 3 clusters Score -1342322 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1342353.625000 Penalty: 4652.520996
	Iteration 16Q: 3 clusters Score -1342354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1342371.750000 Penalty: 4652.520996
	Iteration 17Q: 3 clusters Score -1342372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1342393.500000 Penalty: 4652.520996
	Iteration 18Q: 3 clusters Score -1342394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1342409.375000 Penalty: 4652.520996
	Iteration 19Q: 3 clusters Score -1342409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1342423.375000 Penalty: 4652.520996
	Iteration 20F: 3 clusters Score -1342423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1342440.125000 Penalty: 4652.520996
	Iteration 21Q: 3 clusters Score -1342440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1342452.625000 Penalty: 4652.520996
	Iteration 22Q: 3 clusters Score -1342453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1342462.375000 Penalty: 4652.520996
	Iteration 23Q: 3 clusters Score -1342462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1342466.250000 Penalty: 4652.520996
	Iteration 24Q: 3 clusters Score -1342466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1342471.250000 Penalty: 4652.520996
	Iteration 25Q: 3 clusters Score -1342471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1342476.375000 Penalty: 4652.520996
	Iteration 26Q: 3 clusters Score -1342476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1342478.250000 Penalty: 4652.520996
	Iteration 27Q: 3 clusters Score -1342478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1342482.875000 Penalty: 4652.520996
	Iteration 28Q: 3 clusters Score -1342483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1342487.750000 Penalty: 4652.520996
	Iteration 29Q: 3 clusters Score -1342488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1342486.250000 Penalty: 4652.520996
	Iteration 30Q: 3 clusters Score -1342486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1342489.500000 Penalty: 4652.520996
	Iteration 31Q: 3 clusters Score -1342490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1342489.375000 Penalty: 4652.520996
	Iteration 32Q: 3 clusters Score -1342489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1342493.875000 Penalty: 4652.520996
	Iteration 33Q: 3 clusters Score -1342494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1342493.875000 Penalty: 4652.520996
	Iteration 34Q: 3 clusters Score -1342494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1342492.000000 Penalty: 4652.520996
	Iteration 35Q: 3 clusters Score -1342492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1342493.875000 Penalty: 4652.520996
	Iteration 36Q: 3 clusters Score -1342494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1342493.125000 Penalty: 4652.520996
	Iteration 37Q: 3 clusters Score -1342493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1342493.125000 Penalty: 4652.520996
	Iteration 38Q: 3 clusters Score -1342493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1342494.375000 Penalty: 4652.520996
	Iteration 39Q: 3 clusters Score -1342494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1342497.250000 Penalty: 4652.520996
	Iteration 40F: 3 clusters Score -1342497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1342498.000000 Penalty: 4652.520996
	Iteration 41Q: 3 clusters Score -1342498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1342497.375000 Penalty: 4652.520996
	Iteration 42Q: 3 clusters Score -1342497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1342499.375000 Penalty: 4652.520996
	Iteration 43Q: 3 clusters Score -1342499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1342502.250000 Penalty: 4652.520996
	Iteration 44Q: 3 clusters Score -1342502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1342499.000000 Penalty: 4652.520996
	Iteration 45Q: 3 clusters Score -1342499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1342497.875000 Penalty: 4652.520996
	Iteration 46Q: 3 clusters Score -1342498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1342496.000000 Penalty: 4652.520996
	Iteration 47Q: 3 clusters Score -1342496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1342496.000000 Penalty: 4652.520996
	Iteration 48F: 3 clusters Score -1342496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 10020 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 19134 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 10096 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Entering Unmasked Estep 
Score: -133655608.000000 Penalty: 138676.500000
Splitting cluster 5 changes total score from -133648264.000000 to -133655608.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 6 (18357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Entering Unmasked Estep 
Score: -2164387.750000 Penalty: 2434.805908
	Iteration 0F: 2 clusters Score -2164388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2151385.750000 Penalty: 4869.611816
	Iteration 0F: 3 clusters Score -2151386 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2155897.000000 Penalty: 4869.611816
	Iteration 1F: 3 clusters Score -2155897 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2156756.250000 Penalty: 4869.611816
	Iteration 2F: 3 clusters Score -2156756 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2157875.000000 Penalty: 4869.611816
	Iteration 3F: 3 clusters Score -2157875 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2159038.250000 Penalty: 4869.611816
	Iteration 4F: 3 clusters Score -2159038 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2160026.250000 Penalty: 4869.611816
	Iteration 5F: 3 clusters Score -2160026 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2160878.000000 Penalty: 4869.611816
	Iteration 6F: 3 clusters Score -2160878 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2161600.250000 Penalty: 4869.611816
	Iteration 7F: 3 clusters Score -2161600 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2162197.000000 Penalty: 4869.611816
	Iteration 8Q: 3 clusters Score -2162197 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2162604.500000 Penalty: 4869.611816
	Iteration 9Q: 3 clusters Score -2162604 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2162869.250000 Penalty: 4869.611816
	Iteration 10Q: 3 clusters Score -2162869 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2163020.000000 Penalty: 4869.611816
	Iteration 11Q: 3 clusters Score -2163020 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2163107.750000 Penalty: 4869.611816
	Iteration 12Q: 3 clusters Score -2163108 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2163156.000000 Penalty: 4869.611816
	Iteration 13Q: 3 clusters Score -2163156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2163191.750000 Penalty: 4869.611816
	Iteration 14Q: 3 clusters Score -2163192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2163218.250000 Penalty: 4869.611816
	Iteration 15Q: 3 clusters Score -2163218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2163237.500000 Penalty: 4869.611816
	Iteration 16Q: 3 clusters Score -2163238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2163244.750000 Penalty: 4869.611816
	Iteration 17Q: 3 clusters Score -2163245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2163249.750000 Penalty: 4869.611816
	Iteration 18Q: 3 clusters Score -2163250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2163256.750000 Penalty: 4869.611816
	Iteration 19Q: 3 clusters Score -2163257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2163257.750000 Penalty: 4869.611816
	Iteration 20F: 3 clusters Score -2163258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2163256.250000 Penalty: 4869.611816
	Iteration 21Q: 3 clusters Score -2163256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2163256.500000 Penalty: 4869.611816
	Iteration 22Q: 3 clusters Score -2163256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2163259.250000 Penalty: 4869.611816
	Iteration 23Q: 3 clusters Score -2163259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2163257.500000 Penalty: 4869.611816
	Iteration 24Q: 3 clusters Score -2163258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2163262.750000 Penalty: 4869.611816
	Iteration 25Q: 3 clusters Score -2163263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2163263.250000 Penalty: 4869.611816
	Iteration 26Q: 3 clusters Score -2163263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2163267.500000 Penalty: 4869.611816
	Iteration 27Q: 3 clusters Score -2163268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2163269.250000 Penalty: 4869.611816
	Iteration 28Q: 3 clusters Score -2163269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2163269.250000 Penalty: 4869.611816
	Iteration 29F: 3 clusters Score -2163269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Entering Unmasked Estep 
Score: -3240233.500000 Penalty: 2554.269775
	Iteration 0F: 2 clusters Score -3240234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3219767.000000 Penalty: 5108.539551
	Iteration 0F: 3 clusters Score -3219767 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3226965.750000 Penalty: 5108.539551
	Iteration 1F: 3 clusters Score -3226966 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3227616.000000 Penalty: 5108.539551
	Iteration 2F: 3 clusters Score -3227616 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3228348.500000 Penalty: 5108.539551
	Iteration 3F: 3 clusters Score -3228348 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3229193.500000 Penalty: 5108.539551
	Iteration 4F: 3 clusters Score -3229194 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3230179.250000 Penalty: 5108.539551
	Iteration 5F: 3 clusters Score -3230179 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3231256.000000 Penalty: 5108.539551
	Iteration 6F: 3 clusters Score -3231256 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3232324.250000 Penalty: 5108.539551
	Iteration 7F: 3 clusters Score -3232324 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3233415.750000 Penalty: 5108.539551
	Iteration 8F: 3 clusters Score -3233416 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3234351.750000 Penalty: 5108.539551
	Iteration 9Q: 3 clusters Score -3234352 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3235136.750000 Penalty: 5108.539551
	Iteration 10Q: 3 clusters Score -3235137 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3235809.250000 Penalty: 5108.539551
	Iteration 11Q: 3 clusters Score -3235809 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3236363.000000 Penalty: 5108.539551
	Iteration 12Q: 3 clusters Score -3236363 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3236773.000000 Penalty: 5108.539551
	Iteration 13Q: 3 clusters Score -3236773 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3237083.750000 Penalty: 5108.539551
	Iteration 14Q: 3 clusters Score -3237084 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3237363.000000 Penalty: 5108.539551
	Iteration 15Q: 3 clusters Score -3237363 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3237596.000000 Penalty: 5108.539551
	Iteration 16Q: 3 clusters Score -3237596 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3237787.250000 Penalty: 5108.539551
	Iteration 17Q: 3 clusters Score -3237787 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3237936.750000 Penalty: 5108.539551
	Iteration 18Q: 3 clusters Score -3237937 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3238049.000000 Penalty: 5108.539551
	Iteration 19Q: 3 clusters Score -3238049 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3238176.250000 Penalty: 5108.539551
	Iteration 20F: 3 clusters Score -3238176 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3238285.000000 Penalty: 5108.539551
	Iteration 21Q: 3 clusters Score -3238285 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3238383.750000 Penalty: 5108.539551
	Iteration 22Q: 3 clusters Score -3238384 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3238473.000000 Penalty: 5108.539551
	Iteration 23Q: 3 clusters Score -3238473 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3238531.000000 Penalty: 5108.539551
	Iteration 24Q: 3 clusters Score -3238531 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3238571.000000 Penalty: 5108.539551
	Iteration 25Q: 3 clusters Score -3238571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3238587.250000 Penalty: 5108.539551
	Iteration 26Q: 3 clusters Score -3238587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3238623.500000 Penalty: 5108.539551
	Iteration 27Q: 3 clusters Score -3238624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3238647.000000 Penalty: 5108.539551
	Iteration 28Q: 3 clusters Score -3238647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3238661.000000 Penalty: 5108.539551
	Iteration 29Q: 3 clusters Score -3238661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3238667.750000 Penalty: 5108.539551
	Iteration 30Q: 3 clusters Score -3238668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3238674.250000 Penalty: 5108.539551
	Iteration 31Q: 3 clusters Score -3238674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3238681.250000 Penalty: 5108.539551
	Iteration 32Q: 3 clusters Score -3238681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3238678.750000 Penalty: 5108.539551
	Iteration 33Q: 3 clusters Score -3238679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3238683.750000 Penalty: 5108.539551
	Iteration 34Q: 3 clusters Score -3238684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3238688.250000 Penalty: 5108.539551
	Iteration 35Q: 3 clusters Score -3238688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3238687.000000 Penalty: 5108.539551
	Iteration 36Q: 3 clusters Score -3238687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3238690.250000 Penalty: 5108.539551
	Iteration 37Q: 3 clusters Score -3238690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3238691.000000 Penalty: 5108.539551
	Iteration 38F: 3 clusters Score -3238691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3238693.750000 Penalty: 5108.539551
	Iteration 39Q: 3 clusters Score -3238694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3238693.500000 Penalty: 5108.539551
	Iteration 40F: 3 clusters Score -3238694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3238693.250000 Penalty: 5108.539551
	Iteration 41Q: 3 clusters Score -3238693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3238691.500000 Penalty: 5108.539551
	Iteration 42Q: 3 clusters Score -3238692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3238693.500000 Penalty: 5108.539551
	Iteration 43Q: 3 clusters Score -3238694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3238694.750000 Penalty: 5108.539551
	Iteration 44Q: 3 clusters Score -3238695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3238697.500000 Penalty: 5108.539551
	Iteration 45Q: 3 clusters Score -3238698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3238697.750000 Penalty: 5108.539551
	Iteration 46Q: 3 clusters Score -3238698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3238696.250000 Penalty: 5108.539551
	Iteration 47Q: 3 clusters Score -3238696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3238696.250000 Penalty: 5108.539551
	Iteration 48F: 3 clusters Score -3238696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Entering Unmasked Estep 
Score: -1945781.250000 Penalty: 2406.909424
	Iteration 0F: 2 clusters Score -1945781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1933959.625000 Penalty: 4813.818848
	Iteration 0F: 3 clusters Score -1933960 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1937815.750000 Penalty: 4813.818848
	Iteration 1F: 3 clusters Score -1937816 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1938303.625000 Penalty: 4813.818848
	Iteration 2F: 3 clusters Score -1938304 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1938814.125000 Penalty: 4813.818848
	Iteration 3F: 3 clusters Score -1938814 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1939300.500000 Penalty: 4813.818848
	Iteration 4F: 3 clusters Score -1939300 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1939763.500000 Penalty: 4813.818848
	Iteration 5Q: 3 clusters Score -1939764 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1940221.750000 Penalty: 4813.818848
	Iteration 6Q: 3 clusters Score -1940222 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1940667.750000 Penalty: 4813.818848
	Iteration 7Q: 3 clusters Score -1940668 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1941058.125000 Penalty: 4813.818848
	Iteration 8Q: 3 clusters Score -1941058 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1941426.250000 Penalty: 4813.818848
	Iteration 9Q: 3 clusters Score -1941426 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1941715.625000 Penalty: 4813.818848
	Iteration 10Q: 3 clusters Score -1941716 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1941971.000000 Penalty: 4813.818848
	Iteration 11Q: 3 clusters Score -1941971 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1942211.625000 Penalty: 4813.818848
	Iteration 12Q: 3 clusters Score -1942212 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1942375.875000 Penalty: 4813.818848
	Iteration 13Q: 3 clusters Score -1942376 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1942502.125000 Penalty: 4813.818848
	Iteration 14Q: 3 clusters Score -1942502 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1942594.500000 Penalty: 4813.818848
	Iteration 15Q: 3 clusters Score -1942594 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1942661.750000 Penalty: 4813.818848
	Iteration 16Q: 3 clusters Score -1942662 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1942692.500000 Penalty: 4813.818848
	Iteration 17Q: 3 clusters Score -1942692 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1942724.125000 Penalty: 4813.818848
	Iteration 18Q: 3 clusters Score -1942724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1942762.875000 Penalty: 4813.818848
	Iteration 19Q: 3 clusters Score -1942763 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1942796.125000 Penalty: 4813.818848
	Iteration 20F: 3 clusters Score -1942796 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1942812.250000 Penalty: 4813.818848
	Iteration 21Q: 3 clusters Score -1942812 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1942830.500000 Penalty: 4813.818848
	Iteration 22Q: 3 clusters Score -1942830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1942846.750000 Penalty: 4813.818848
	Iteration 23Q: 3 clusters Score -1942847 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1942866.000000 Penalty: 4813.818848
	Iteration 24Q: 3 clusters Score -1942866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1942875.875000 Penalty: 4813.818848
	Iteration 25Q: 3 clusters Score -1942876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1942882.875000 Penalty: 4813.818848
	Iteration 26Q: 3 clusters Score -1942883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1942890.250000 Penalty: 4813.818848
	Iteration 27Q: 3 clusters Score -1942890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1942897.875000 Penalty: 4813.818848
	Iteration 28Q: 3 clusters Score -1942898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1942899.500000 Penalty: 4813.818848
	Iteration 29Q: 3 clusters Score -1942900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1942903.250000 Penalty: 4813.818848
	Iteration 30Q: 3 clusters Score -1942903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1942912.625000 Penalty: 4813.818848
	Iteration 31Q: 3 clusters Score -1942913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1942914.500000 Penalty: 4813.818848
	Iteration 32Q: 3 clusters Score -1942914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1942922.125000 Penalty: 4813.818848
	Iteration 33Q: 3 clusters Score -1942922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1942929.500000 Penalty: 4813.818848
	Iteration 34Q: 3 clusters Score -1942930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1942935.000000 Penalty: 4813.818848
	Iteration 35Q: 3 clusters Score -1942935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1942940.000000 Penalty: 4813.818848
	Iteration 36Q: 3 clusters Score -1942940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1942948.625000 Penalty: 4813.818848
	Iteration 37Q: 3 clusters Score -1942949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1942950.125000 Penalty: 4813.818848
	Iteration 38Q: 3 clusters Score -1942950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1942955.125000 Penalty: 4813.818848
	Iteration 39Q: 3 clusters Score -1942955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1942958.375000 Penalty: 4813.818848
	Iteration 40F: 3 clusters Score -1942958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1942956.750000 Penalty: 4813.818848
	Iteration 41Q: 3 clusters Score -1942957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1942957.875000 Penalty: 4813.818848
	Iteration 42Q: 3 clusters Score -1942958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1942957.625000 Penalty: 4813.818848
	Iteration 43Q: 3 clusters Score -1942958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1942958.125000 Penalty: 4813.818848
	Iteration 44Q: 3 clusters Score -1942958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1942962.875000 Penalty: 4813.818848
	Iteration 45Q: 3 clusters Score -1942963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1942969.500000 Penalty: 4813.818848
	Iteration 46Q: 3 clusters Score -1942970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1942965.250000 Penalty: 4813.818848
	Iteration 47Q: 3 clusters Score -1942965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1942970.000000 Penalty: 4813.818848
	Iteration 48Q: 3 clusters Score -1942970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1942962.000000 Penalty: 4813.818848
	Iteration 49Q: 3 clusters Score -1942962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1942968.625000 Penalty: 4813.818848
	Iteration 50Q: 3 clusters Score -1942969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1942966.500000 Penalty: 4813.818848
	Iteration 51Q: 3 clusters Score -1942966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1942966.625000 Penalty: 4813.818848
	Iteration 52Q: 3 clusters Score -1942967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1942967.500000 Penalty: 4813.818848
	Iteration 53Q: 3 clusters Score -1942968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1942966.250000 Penalty: 4813.818848
	Iteration 54Q: 3 clusters Score -1942966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1942965.500000 Penalty: 4813.818848
	Iteration 55Q: 3 clusters Score -1942966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1942967.750000 Penalty: 4813.818848
	Iteration 56Q: 3 clusters Score -1942968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1942969.375000 Penalty: 4813.818848
	Iteration 57Q: 3 clusters Score -1942969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1942975.500000 Penalty: 4813.818848
	Iteration 58Q: 3 clusters Score -1942976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1942979.125000 Penalty: 4813.818848
	Iteration 59Q: 3 clusters Score -1942979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1942982.500000 Penalty: 4813.818848
	Iteration 60F: 3 clusters Score -1942982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1942986.875000 Penalty: 4813.818848
	Iteration 61Q: 3 clusters Score -1942987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1942991.500000 Penalty: 4813.818848
	Iteration 62Q: 3 clusters Score -1942992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1942994.375000 Penalty: 4813.818848
	Iteration 63Q: 3 clusters Score -1942994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1942988.500000 Penalty: 4813.818848
	Iteration 64Q: 3 clusters Score -1942988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1942990.875000 Penalty: 4813.818848
	Iteration 65Q: 3 clusters Score -1942991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1942999.125000 Penalty: 4813.818848
	Iteration 66Q: 3 clusters Score -1942999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1943006.125000 Penalty: 4813.818848
	Iteration 67Q: 3 clusters Score -1943006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1943008.500000 Penalty: 4813.818848
	Iteration 68Q: 3 clusters Score -1943008 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1943011.250000 Penalty: 4813.818848
	Iteration 69Q: 3 clusters Score -1943011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1943019.250000 Penalty: 4813.818848
	Iteration 70Q: 3 clusters Score -1943019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1943028.375000 Penalty: 4813.818848
	Iteration 71Q: 3 clusters Score -1943028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1943034.125000 Penalty: 4813.818848
	Iteration 72Q: 3 clusters Score -1943034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1943040.250000 Penalty: 4813.818848
	Iteration 73Q: 3 clusters Score -1943040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1943045.375000 Penalty: 4813.818848
	Iteration 74Q: 3 clusters Score -1943045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1943060.000000 Penalty: 4813.818848
	Iteration 75Q: 3 clusters Score -1943060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1943071.125000 Penalty: 4813.818848
	Iteration 76Q: 3 clusters Score -1943071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1943081.875000 Penalty: 4813.818848
	Iteration 77Q: 3 clusters Score -1943082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1943097.875000 Penalty: 4813.818848
	Iteration 78Q: 3 clusters Score -1943098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1943114.500000 Penalty: 4813.818848
	Iteration 79Q: 3 clusters Score -1943114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1943126.625000 Penalty: 4813.818848
	Iteration 80F: 3 clusters Score -1943127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1943135.750000 Penalty: 4813.818848
	Iteration 81Q: 3 clusters Score -1943136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1943154.250000 Penalty: 4813.818848
	Iteration 82Q: 3 clusters Score -1943154 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1943185.750000 Penalty: 4813.818848
	Iteration 83Q: 3 clusters Score -1943186 nChanged 75
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Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1943201.500000 Penalty: 4813.818848
	Iteration 84Q: 3 clusters Score -1943202 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1943227.000000 Penalty: 4813.818848
	Iteration 85Q: 3 clusters Score -1943227 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1943246.375000 Penalty: 4813.818848
	Iteration 86Q: 3 clusters Score -1943246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1943271.625000 Penalty: 4813.818848
	Iteration 87Q: 3 clusters Score -1943272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1943288.875000 Penalty: 4813.818848
	Iteration 88Q: 3 clusters Score -1943289 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1943307.750000 Penalty: 4813.818848
	Iteration 89Q: 3 clusters Score -1943308 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1943328.750000 Penalty: 4813.818848
	Iteration 90Q: 3 clusters Score -1943329 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1943363.875000 Penalty: 4813.818848
	Iteration 91Q: 3 clusters Score -1943364 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1943381.875000 Penalty: 4813.818848
	Iteration 92Q: 3 clusters Score -1943382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1943390.625000 Penalty: 4813.818848
	Iteration 93Q: 3 clusters Score -1943391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1943406.250000 Penalty: 4813.818848
	Iteration 94Q: 3 clusters Score -1943406 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1943415.250000 Penalty: 4813.818848
	Iteration 95Q: 3 clusters Score -1943415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
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Entering Unmasked Estep 
Score: -1943422.250000 Penalty: 4813.818848
	Iteration 96Q: 3 clusters Score -1943422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1943435.250000 Penalty: 4813.818848
	Iteration 97Q: 3 clusters Score -1943435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1943441.500000 Penalty: 4813.818848
	Iteration 98Q: 3 clusters Score -1943442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1943446.250000 Penalty: 4813.818848
	Iteration 99Q: 3 clusters Score -1943446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1943457.625000 Penalty: 4813.818848
	Iteration 100F: 3 clusters Score -1943458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1943463.125000 Penalty: 4813.818848
	Iteration 101Q: 3 clusters Score -1943463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1943470.625000 Penalty: 4813.818848
	Iteration 102Q: 3 clusters Score -1943471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1943477.250000 Penalty: 4813.818848
	Iteration 103Q: 3 clusters Score -1943477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1943483.750000 Penalty: 4813.818848
	Iteration 104Q: 3 clusters Score -1943484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1943486.750000 Penalty: 4813.818848
	Iteration 105Q: 3 clusters Score -1943487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1943492.750000 Penalty: 4813.818848
	Iteration 106Q: 3 clusters Score -1943493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1943504.125000 Penalty: 4813.818848
	Iteration 107Q: 3 clusters Score -1943504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1943506.000000 Penalty: 4813.818848
	Iteration 108Q: 3 clusters Score -1943506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1943506.625000 Penalty: 4813.818848
	Iteration 109Q: 3 clusters Score -1943507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1943511.125000 Penalty: 4813.818848
	Iteration 110Q: 3 clusters Score -1943511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1943513.625000 Penalty: 4813.818848
	Iteration 111Q: 3 clusters Score -1943514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1943519.125000 Penalty: 4813.818848
	Iteration 112Q: 3 clusters Score -1943519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1943520.625000 Penalty: 4813.818848
	Iteration 113Q: 3 clusters Score -1943521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1943523.000000 Penalty: 4813.818848
	Iteration 114Q: 3 clusters Score -1943523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1943524.125000 Penalty: 4813.818848
	Iteration 115Q: 3 clusters Score -1943524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1943533.875000 Penalty: 4813.818848
	Iteration 116Q: 3 clusters Score -1943534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1943531.000000 Penalty: 4813.818848
	Iteration 117Q: 3 clusters Score -1943531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1943539.000000 Penalty: 4813.818848
	Iteration 118Q: 3 clusters Score -1943539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1943539.500000 Penalty: 4813.818848
	Iteration 119Q: 3 clusters Score -1943540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1943545.625000 Penalty: 4813.818848
	Iteration 120F: 3 clusters Score -1943546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1943548.125000 Penalty: 4813.818848
	Iteration 121Q: 3 clusters Score -1943548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1943547.000000 Penalty: 4813.818848
	Iteration 122Q: 3 clusters Score -1943547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1943546.625000 Penalty: 4813.818848
	Iteration 123Q: 3 clusters Score -1943547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1943545.500000 Penalty: 4813.818848
	Iteration 124Q: 3 clusters Score -1943546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1943549.125000 Penalty: 4813.818848
	Iteration 125Q: 3 clusters Score -1943549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1943549.000000 Penalty: 4813.818848
	Iteration 126Q: 3 clusters Score -1943549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1943550.625000 Penalty: 4813.818848
	Iteration 127Q: 3 clusters Score -1943551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1943553.125000 Penalty: 4813.818848
	Iteration 128Q: 3 clusters Score -1943553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1943552.875000 Penalty: 4813.818848
	Iteration 129Q: 3 clusters Score -1943553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1943551.750000 Penalty: 4813.818848
	Iteration 130Q: 3 clusters Score -1943552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1943553.750000 Penalty: 4813.818848
	Iteration 131Q: 3 clusters Score -1943554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1943554.750000 Penalty: 4813.818848
	Iteration 132Q: 3 clusters Score -1943555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1943554.625000 Penalty: 4813.818848
	Iteration 133Q: 3 clusters Score -1943555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1943553.500000 Penalty: 4813.818848
	Iteration 134Q: 3 clusters Score -1943554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1943559.625000 Penalty: 4813.818848
	Iteration 135Q: 3 clusters Score -1943560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1943561.125000 Penalty: 4813.818848
	Iteration 136Q: 3 clusters Score -1943561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1943563.875000 Penalty: 4813.818848
	Iteration 137Q: 3 clusters Score -1943564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1943567.125000 Penalty: 4813.818848
	Iteration 138Q: 3 clusters Score -1943567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1943568.500000 Penalty: 4813.818848
	Iteration 139Q: 3 clusters Score -1943568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1943572.125000 Penalty: 4813.818848
	Iteration 140F: 3 clusters Score -1943572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1943568.875000 Penalty: 4813.818848
	Iteration 141Q: 3 clusters Score -1943569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1943568.375000 Penalty: 4813.818848
	Iteration 142Q: 3 clusters Score -1943568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1943568.125000 Penalty: 4813.818848
	Iteration 143Q: 3 clusters Score -1943568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1943571.250000 Penalty: 4813.818848
	Iteration 144Q: 3 clusters Score -1943571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1943570.875000 Penalty: 4813.818848
	Iteration 145Q: 3 clusters Score -1943571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1943570.875000 Penalty: 4813.818848
	Iteration 146F: 3 clusters Score -1943571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Entering Unmasked Estep 
Score: -2620840.500000 Penalty: 2482.102539
	Iteration 0F: 2 clusters Score -2620840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2605226.500000 Penalty: 4964.205078
	Iteration 0F: 3 clusters Score -2605226 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2610588.500000 Penalty: 4964.205078
	Iteration 1F: 3 clusters Score -2610588 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2611033.000000 Penalty: 4964.205078
	Iteration 2F: 3 clusters Score -2611033 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2611455.250000 Penalty: 4964.205078
	Iteration 3Q: 3 clusters Score -2611455 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2611981.750000 Penalty: 4964.205078
	Iteration 4Q: 3 clusters Score -2611982 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2612667.750000 Penalty: 4964.205078
	Iteration 5F: 3 clusters Score -2612668 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2613417.000000 Penalty: 4964.205078
	Iteration 6F: 3 clusters Score -2613417 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2614322.500000 Penalty: 4964.205078
	Iteration 7F: 3 clusters Score -2614322 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2615300.000000 Penalty: 4964.205078
	Iteration 8F: 3 clusters Score -2615300 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2616342.250000 Penalty: 4964.205078
	Iteration 9F: 3 clusters Score -2616342 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2617280.500000 Penalty: 4964.205078
	Iteration 10Q: 3 clusters Score -2617280 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2617954.000000 Penalty: 4964.205078
	Iteration 11Q: 3 clusters Score -2617954 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2618410.750000 Penalty: 4964.205078
	Iteration 12Q: 3 clusters Score -2618411 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2618686.750000 Penalty: 4964.205078
	Iteration 13Q: 3 clusters Score -2618687 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2618861.750000 Penalty: 4964.205078
	Iteration 14Q: 3 clusters Score -2618862 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2618979.750000 Penalty: 4964.205078
	Iteration 15Q: 3 clusters Score -2618980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2619054.000000 Penalty: 4964.205078
	Iteration 16Q: 3 clusters Score -2619054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2619096.500000 Penalty: 4964.205078
	Iteration 17Q: 3 clusters Score -2619096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2619117.250000 Penalty: 4964.205078
	Iteration 18Q: 3 clusters Score -2619117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2619137.750000 Penalty: 4964.205078
	Iteration 19Q: 3 clusters Score -2619138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2619244.750000 Penalty: 4964.205078
	Iteration 20F: 3 clusters Score -2619245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2619377.750000 Penalty: 4964.205078
	Iteration 21Q: 3 clusters Score -2619378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2619496.000000 Penalty: 4964.205078
	Iteration 22Q: 3 clusters Score -2619496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2619570.500000 Penalty: 4964.205078
	Iteration 23Q: 3 clusters Score -2619570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2619616.750000 Penalty: 4964.205078
	Iteration 24Q: 3 clusters Score -2619617 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2619655.250000 Penalty: 4964.205078
	Iteration 25Q: 3 clusters Score -2619655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2619675.250000 Penalty: 4964.205078
	Iteration 26Q: 3 clusters Score -2619675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2619698.500000 Penalty: 4964.205078
	Iteration 27Q: 3 clusters Score -2619698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2619725.750000 Penalty: 4964.205078
	Iteration 28Q: 3 clusters Score -2619726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2619737.750000 Penalty: 4964.205078
	Iteration 29Q: 3 clusters Score -2619738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2619739.750000 Penalty: 4964.205078
	Iteration 30Q: 3 clusters Score -2619740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2619744.250000 Penalty: 4964.205078
	Iteration 31Q: 3 clusters Score -2619744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2619743.250000 Penalty: 4964.205078
	Iteration 32Q: 3 clusters Score -2619743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2619744.250000 Penalty: 4964.205078
	Iteration 33Q: 3 clusters Score -2619744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2619747.250000 Penalty: 4964.205078
	Iteration 34Q: 3 clusters Score -2619747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2619747.750000 Penalty: 4964.205078
	Iteration 35Q: 3 clusters Score -2619748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2619751.000000 Penalty: 4964.205078
	Iteration 36Q: 3 clusters Score -2619751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2619751.000000 Penalty: 4964.205078
	Iteration 37F: 3 clusters Score -2619751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2619748.250000 Penalty: 4964.205078
	Iteration 38Q: 3 clusters Score -2619748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2619748.250000 Penalty: 4964.205078
	Iteration 39F: 3 clusters Score -2619748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Entering Unmasked Estep 
Score: -1381810.375000 Penalty: 2284.659912
	Iteration 0F: 2 clusters Score -1381810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1374774.625000 Penalty: 4569.319824
	Iteration 0F: 3 clusters Score -1374775 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1384565.875000 Penalty: 4569.319824
	Iteration 1F: 3 clusters Score -1384566 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1389758.875000 Penalty: 4569.319824
	Iteration 2F: 3 clusters Score -1389759 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1392287.375000 Penalty: 4569.319824
	Iteration 3F: 3 clusters Score -1392287 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1394276.125000 Penalty: 4569.319824
	Iteration 4F: 3 clusters Score -1394276 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1396049.375000 Penalty: 4569.319824
	Iteration 5F: 3 clusters Score -1396049 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1397461.875000 Penalty: 4569.319824
	Iteration 6Q: 3 clusters Score -1397462 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1398294.250000 Penalty: 4569.319824
	Iteration 7Q: 3 clusters Score -1398294 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1398481.875000 Penalty: 4569.319824
	Iteration 8Q: 3 clusters Score -1398482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1398528.250000 Penalty: 4569.319824
	Iteration 9Q: 3 clusters Score -1398528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1398558.250000 Penalty: 4569.319824
	Iteration 10Q: 3 clusters Score -1398558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1398559.250000 Penalty: 4569.319824
	Iteration 11Q: 3 clusters Score -1398559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1398564.500000 Penalty: 4569.319824
	Iteration 12Q: 3 clusters Score -1398564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1398559.375000 Penalty: 4569.319824
	Iteration 13Q: 3 clusters Score -1398559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1398564.500000 Penalty: 4569.319824
	Iteration 14Q: 3 clusters Score -1398564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1398572.750000 Penalty: 4569.319824
	Iteration 15Q: 3 clusters Score -1398573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1398570.375000 Penalty: 4569.319824
	Iteration 16Q: 3 clusters Score -1398570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1398582.500000 Penalty: 4569.319824
	Iteration 17Q: 3 clusters Score -1398582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1398579.750000 Penalty: 4569.319824
	Iteration 18Q: 3 clusters Score -1398580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1398578.750000 Penalty: 4569.319824
	Iteration 19Q: 3 clusters Score -1398579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1398578.750000 Penalty: 4569.319824
	Iteration 20F: 3 clusters Score -1398579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 19134 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 10096 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Entering Unmasked Estep 
Score: -133671464.000000 Penalty: 142143.421875
Splitting cluster 10 changes total score from -133648264.000000 to -133671464.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -602757.250000 Penalty: 2127.788330
	Iteration 0F: 2 clusters Score -602757.2 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 2671 members 
Entering Unmasked Estep 
Score: -598024.687500 Penalty: 4255.576660
	Iteration 0F: 3 clusters Score -598024.7 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -599346.187500 Penalty: 4255.576660
	Iteration 1F: 3 clusters Score -599346.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -599785.375000 Penalty: 4255.576660
	Iteration 2F: 3 clusters Score -599785.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -600277.562500 Penalty: 4255.576660
	Iteration 3F: 3 clusters Score -600277.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -600780.875000 Penalty: 4255.576660
	Iteration 4F: 3 clusters Score -600780.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -601254.250000 Penalty: 4255.576660
	Iteration 5F: 3 clusters Score -601254.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -601754.187500 Penalty: 4255.576660
	Iteration 6F: 3 clusters Score -601754.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -602047.437500 Penalty: 4255.576660
	Iteration 7F: 3 clusters Score -602047.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -602226.687500 Penalty: 4255.576660
	Iteration 8Q: 3 clusters Score -602226.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -602353.187500 Penalty: 4255.576660
	Iteration 9Q: 3 clusters Score -602353.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -602402.000000 Penalty: 4255.576660
	Iteration 10Q: 3 clusters Score -602402 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -602433.187500 Penalty: 4255.576660
	Iteration 11Q: 3 clusters Score -602433.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -602453.250000 Penalty: 4255.576660
	Iteration 12Q: 3 clusters Score -602453.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -602467.750000 Penalty: 4255.576660
	Iteration 13Q: 3 clusters Score -602467.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -602479.125000 Penalty: 4255.576660
	Iteration 14Q: 3 clusters Score -602479.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -602486.625000 Penalty: 4255.576660
	Iteration 15Q: 3 clusters Score -602486.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -602490.937500 Penalty: 4255.576660
	Iteration 16Q: 3 clusters Score -602490.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -602493.562500 Penalty: 4255.576660
	Iteration 17Q: 3 clusters Score -602493.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -602495.812500 Penalty: 4255.576660
	Iteration 18Q: 3 clusters Score -602495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -602498.437500 Penalty: 4255.576660
	Iteration 19Q: 3 clusters Score -602498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -602500.250000 Penalty: 4255.576660
	Iteration 20F: 3 clusters Score -602500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -602500.875000 Penalty: 4255.576660
	Iteration 21Q: 3 clusters Score -602500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -602501.312500 Penalty: 4255.576660
	Iteration 22Q: 3 clusters Score -602501.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -602501.312500 Penalty: 4255.576660
	Iteration 23F: 3 clusters Score -602501.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Entering Unmasked Estep 
Score: -2052830.500000 Penalty: 2418.444336
	Iteration 0F: 2 clusters Score -2052830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2040575.000000 Penalty: 4836.888672
	Iteration 0F: 3 clusters Score -2040575 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2044660.625000 Penalty: 4836.888672
	Iteration 1F: 3 clusters Score -2044661 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2045100.000000 Penalty: 4836.888672
	Iteration 2F: 3 clusters Score -2045100 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2045516.250000 Penalty: 4836.888672
	Iteration 3F: 3 clusters Score -2045516 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2045913.625000 Penalty: 4836.888672
	Iteration 4F: 3 clusters Score -2045914 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2046331.750000 Penalty: 4836.888672
	Iteration 5Q: 3 clusters Score -2046332 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2046828.125000 Penalty: 4836.888672
	Iteration 6F: 3 clusters Score -2046828 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2047441.125000 Penalty: 4836.888672
	Iteration 7F: 3 clusters Score -2047441 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2048134.125000 Penalty: 4836.888672
	Iteration 8F: 3 clusters Score -2048134 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2048829.625000 Penalty: 4836.888672
	Iteration 9Q: 3 clusters Score -2048830 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2049454.875000 Penalty: 4836.888672
	Iteration 10Q: 3 clusters Score -2049455 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2049946.125000 Penalty: 4836.888672
	Iteration 11Q: 3 clusters Score -2049946 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2050292.250000 Penalty: 4836.888672
	Iteration 12Q: 3 clusters Score -2050292 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2050560.250000 Penalty: 4836.888672
	Iteration 13Q: 3 clusters Score -2050560 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2050723.750000 Penalty: 4836.888672
	Iteration 14Q: 3 clusters Score -2050724 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2050832.375000 Penalty: 4836.888672
	Iteration 15Q: 3 clusters Score -2050832 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2050913.625000 Penalty: 4836.888672
	Iteration 16Q: 3 clusters Score -2050914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2050971.875000 Penalty: 4836.888672
	Iteration 17Q: 3 clusters Score -2050972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2051027.250000 Penalty: 4836.888672
	Iteration 18Q: 3 clusters Score -2051027 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2051080.625000 Penalty: 4836.888672
	Iteration 19Q: 3 clusters Score -2051081 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2051125.250000 Penalty: 4836.888672
	Iteration 20F: 3 clusters Score -2051125 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2051175.750000 Penalty: 4836.888672
	Iteration 21Q: 3 clusters Score -2051176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2051210.125000 Penalty: 4836.888672
	Iteration 22Q: 3 clusters Score -2051210 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2051249.250000 Penalty: 4836.888672
	Iteration 23Q: 3 clusters Score -2051249 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2051285.125000 Penalty: 4836.888672
	Iteration 24Q: 3 clusters Score -2051285 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2051321.625000 Penalty: 4836.888672
	Iteration 25Q: 3 clusters Score -2051322 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2051357.750000 Penalty: 4836.888672
	Iteration 26Q: 3 clusters Score -2051358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2051386.875000 Penalty: 4836.888672
	Iteration 27Q: 3 clusters Score -2051387 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2051419.125000 Penalty: 4836.888672
	Iteration 28Q: 3 clusters Score -2051419 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2051442.125000 Penalty: 4836.888672
	Iteration 29Q: 3 clusters Score -2051442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2051466.125000 Penalty: 4836.888672
	Iteration 30Q: 3 clusters Score -2051466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2051496.375000 Penalty: 4836.888672
	Iteration 31Q: 3 clusters Score -2051496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2051523.750000 Penalty: 4836.888672
	Iteration 32Q: 3 clusters Score -2051524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2051540.375000 Penalty: 4836.888672
	Iteration 33Q: 3 clusters Score -2051540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2051559.125000 Penalty: 4836.888672
	Iteration 34Q: 3 clusters Score -2051559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2051585.875000 Penalty: 4836.888672
	Iteration 35Q: 3 clusters Score -2051586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2051608.125000 Penalty: 4836.888672
	Iteration 36Q: 3 clusters Score -2051608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2051625.500000 Penalty: 4836.888672
	Iteration 37Q: 3 clusters Score -2051626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2051635.375000 Penalty: 4836.888672
	Iteration 38Q: 3 clusters Score -2051635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2051650.625000 Penalty: 4836.888672
	Iteration 39Q: 3 clusters Score -2051651 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2051661.875000 Penalty: 4836.888672
	Iteration 40F: 3 clusters Score -2051662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2051675.875000 Penalty: 4836.888672
	Iteration 41Q: 3 clusters Score -2051676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2051689.125000 Penalty: 4836.888672
	Iteration 42Q: 3 clusters Score -2051689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2051700.125000 Penalty: 4836.888672
	Iteration 43Q: 3 clusters Score -2051700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2051717.500000 Penalty: 4836.888672
	Iteration 44Q: 3 clusters Score -2051718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2051725.000000 Penalty: 4836.888672
	Iteration 45Q: 3 clusters Score -2051725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2051726.375000 Penalty: 4836.888672
	Iteration 46Q: 3 clusters Score -2051726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2051741.375000 Penalty: 4836.888672
	Iteration 47Q: 3 clusters Score -2051741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2051756.250000 Penalty: 4836.888672
	Iteration 48Q: 3 clusters Score -2051756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2051775.875000 Penalty: 4836.888672
	Iteration 49Q: 3 clusters Score -2051776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2051801.625000 Penalty: 4836.888672
	Iteration 50Q: 3 clusters Score -2051802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2051816.250000 Penalty: 4836.888672
	Iteration 51Q: 3 clusters Score -2051816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2051827.125000 Penalty: 4836.888672
	Iteration 52Q: 3 clusters Score -2051827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2051847.375000 Penalty: 4836.888672
	Iteration 53Q: 3 clusters Score -2051847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2051858.500000 Penalty: 4836.888672
	Iteration 54Q: 3 clusters Score -2051858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2051863.625000 Penalty: 4836.888672
	Iteration 55Q: 3 clusters Score -2051864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2051879.000000 Penalty: 4836.888672
	Iteration 56Q: 3 clusters Score -2051879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2051876.500000 Penalty: 4836.888672
	Iteration 57Q: 3 clusters Score -2051876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2051883.250000 Penalty: 4836.888672
	Iteration 58Q: 3 clusters Score -2051883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2051896.125000 Penalty: 4836.888672
	Iteration 59Q: 3 clusters Score -2051896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2051896.750000 Penalty: 4836.888672
	Iteration 60F: 3 clusters Score -2051897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2051910.500000 Penalty: 4836.888672
	Iteration 61Q: 3 clusters Score -2051910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2051910.750000 Penalty: 4836.888672
	Iteration 62Q: 3 clusters Score -2051911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2051913.500000 Penalty: 4836.888672
	Iteration 63Q: 3 clusters Score -2051914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2051920.125000 Penalty: 4836.888672
	Iteration 64Q: 3 clusters Score -2051920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2051925.875000 Penalty: 4836.888672
	Iteration 65Q: 3 clusters Score -2051926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2051927.500000 Penalty: 4836.888672
	Iteration 66Q: 3 clusters Score -2051928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2051935.000000 Penalty: 4836.888672
	Iteration 67Q: 3 clusters Score -2051935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2051930.875000 Penalty: 4836.888672
	Iteration 68Q: 3 clusters Score -2051931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2051935.375000 Penalty: 4836.888672
	Iteration 69Q: 3 clusters Score -2051935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2051934.500000 Penalty: 4836.888672
	Iteration 70Q: 3 clusters Score -2051934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2051940.000000 Penalty: 4836.888672
	Iteration 71Q: 3 clusters Score -2051940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2051942.000000 Penalty: 4836.888672
	Iteration 72Q: 3 clusters Score -2051942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2051947.125000 Penalty: 4836.888672
	Iteration 73Q: 3 clusters Score -2051947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2051949.375000 Penalty: 4836.888672
	Iteration 74Q: 3 clusters Score -2051949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2051945.125000 Penalty: 4836.888672
	Iteration 75Q: 3 clusters Score -2051945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2051952.000000 Penalty: 4836.888672
	Iteration 76Q: 3 clusters Score -2051952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2051950.375000 Penalty: 4836.888672
	Iteration 77Q: 3 clusters Score -2051950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2051949.875000 Penalty: 4836.888672
	Iteration 78Q: 3 clusters Score -2051950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2051948.875000 Penalty: 4836.888672
	Iteration 79Q: 3 clusters Score -2051949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2051950.375000 Penalty: 4836.888672
	Iteration 80F: 3 clusters Score -2051950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2051949.500000 Penalty: 4836.888672
	Iteration 81Q: 3 clusters Score -2051950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2051953.250000 Penalty: 4836.888672
	Iteration 82Q: 3 clusters Score -2051953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2051956.000000 Penalty: 4836.888672
	Iteration 83Q: 3 clusters Score -2051956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2051956.250000 Penalty: 4836.888672
	Iteration 84Q: 3 clusters Score -2051956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2051958.750000 Penalty: 4836.888672
	Iteration 85Q: 3 clusters Score -2051959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2051958.250000 Penalty: 4836.888672
	Iteration 86Q: 3 clusters Score -2051958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2051959.750000 Penalty: 4836.888672
	Iteration 87Q: 3 clusters Score -2051960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2051960.125000 Penalty: 4836.888672
	Iteration 88Q: 3 clusters Score -2051960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2051962.375000 Penalty: 4836.888672
	Iteration 89Q: 3 clusters Score -2051962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2051960.250000 Penalty: 4836.888672
	Iteration 90Q: 3 clusters Score -2051960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2051960.750000 Penalty: 4836.888672
	Iteration 91Q: 3 clusters Score -2051961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2051956.250000 Penalty: 4836.888672
	Iteration 92Q: 3 clusters Score -2051956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2051957.375000 Penalty: 4836.888672
	Iteration 93Q: 3 clusters Score -2051957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2051954.500000 Penalty: 4836.888672
	Iteration 94Q: 3 clusters Score -2051954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2051962.125000 Penalty: 4836.888672
	Iteration 95Q: 3 clusters Score -2051962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2051963.125000 Penalty: 4836.888672
	Iteration 96Q: 3 clusters Score -2051963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2051964.125000 Penalty: 4836.888672
	Iteration 97Q: 3 clusters Score -2051964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2051965.125000 Penalty: 4836.888672
	Iteration 98Q: 3 clusters Score -2051965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2051964.250000 Penalty: 4836.888672
	Iteration 99Q: 3 clusters Score -2051964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2051966.250000 Penalty: 4836.888672
	Iteration 100F: 3 clusters Score -2051966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2051967.250000 Penalty: 4836.888672
	Iteration 101Q: 3 clusters Score -2051967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2051966.750000 Penalty: 4836.888672
	Iteration 102Q: 3 clusters Score -2051967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2051965.625000 Penalty: 4836.888672
	Iteration 103Q: 3 clusters Score -2051966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2051968.125000 Penalty: 4836.888672
	Iteration 104Q: 3 clusters Score -2051968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2051964.750000 Penalty: 4836.888672
	Iteration 105Q: 3 clusters Score -2051965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2051964.875000 Penalty: 4836.888672
	Iteration 106Q: 3 clusters Score -2051965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2051963.750000 Penalty: 4836.888672
	Iteration 107Q: 3 clusters Score -2051964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2051963.750000 Penalty: 4836.888672
	Iteration 108F: 3 clusters Score -2051964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Entering Unmasked Estep 
Score: -1906822.000000 Penalty: 2445.087158
	Iteration 0F: 2 clusters Score -1906822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1893493.500000 Penalty: 4890.174316
	Iteration 0F: 3 clusters Score -1893494 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1899001.875000 Penalty: 4890.174316
	Iteration 1F: 3 clusters Score -1899002 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1900871.625000 Penalty: 4890.174316
	Iteration 2F: 3 clusters Score -1900872 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1903461.875000 Penalty: 4890.174316
	Iteration 3F: 3 clusters Score -1903462 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1905992.750000 Penalty: 4890.174316
	Iteration 4F: 3 clusters Score -1905993 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1907695.125000 Penalty: 4890.174316
	Iteration 5F: 3 clusters Score -1907695 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1908676.875000 Penalty: 4890.174316
	Iteration 6F: 3 clusters Score -1908677 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1909273.125000 Penalty: 4890.174316
	Iteration 7Q: 3 clusters Score -1909273 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1909647.625000 Penalty: 4890.174316
	Iteration 8Q: 3 clusters Score -1909648 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1909892.625000 Penalty: 4890.174316
	Iteration 9Q: 3 clusters Score -1909893 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1910044.000000 Penalty: 4890.174316
	Iteration 10Q: 3 clusters Score -1910044 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1910119.125000 Penalty: 4890.174316
	Iteration 11Q: 3 clusters Score -1910119 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1910161.750000 Penalty: 4890.174316
	Iteration 12Q: 3 clusters Score -1910162 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1910207.875000 Penalty: 4890.174316
	Iteration 13Q: 3 clusters Score -1910208 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1910230.375000 Penalty: 4890.174316
	Iteration 14Q: 3 clusters Score -1910230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1910244.875000 Penalty: 4890.174316
	Iteration 15Q: 3 clusters Score -1910245 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1910270.500000 Penalty: 4890.174316
	Iteration 16Q: 3 clusters Score -1910270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1910281.750000 Penalty: 4890.174316
	Iteration 17Q: 3 clusters Score -1910282 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1910302.375000 Penalty: 4890.174316
	Iteration 18Q: 3 clusters Score -1910302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1910309.375000 Penalty: 4890.174316
	Iteration 19Q: 3 clusters Score -1910309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1910326.125000 Penalty: 4890.174316
	Iteration 20F: 3 clusters Score -1910326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1910334.375000 Penalty: 4890.174316
	Iteration 21Q: 3 clusters Score -1910334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1910335.375000 Penalty: 4890.174316
	Iteration 22Q: 3 clusters Score -1910335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1910340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1910346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1910350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1910353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1910360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1910368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1910373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1910384 nChanged 47
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Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1910389 nChanged 59
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Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1910393 nChanged 44
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Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1910404 nChanged 46
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Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1910412 nChanged 35
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Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1910408 nChanged 37
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Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1910414 nChanged 36
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Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1910420 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1910423 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1910422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1910429 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1910432 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1910440 nChanged 46
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Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 8111 members 
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	Iteration 43Q: 3 clusters Score -1910449 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1910456 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1910460 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1910462 nChanged 33
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Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1910467 nChanged 30
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Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1910468 nChanged 32
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Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1910466 nChanged 32
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Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1910478 nChanged 35
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Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1910476 nChanged 41
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Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1910488 nChanged 30
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Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1910488 nChanged 25
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Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1910490 nChanged 25
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Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 8501 members 
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	Iteration 55Q: 3 clusters Score -1910498 nChanged 20
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Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 8521 members 
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	Iteration 56Q: 3 clusters Score -1910492 nChanged 15
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Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 8548 members 
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	Iteration 58Q: 3 clusters Score -1910497 nChanged 16
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Mstep: Class 1 contains 10572 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1910494 nChanged 11
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Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1910495 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1910495 nChanged 10
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Mstep: Class 1 contains 10547 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1910499 nChanged 8
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Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1910500 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1910500 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1910500 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1910501 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1910496 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1910496 nChanged 13
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Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1910500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1910502 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1910501 nChanged 12
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Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1910508 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1910508 nChanged 13
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Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1910512 nChanged 8
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Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1910515 nChanged 9
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Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1910521 nChanged 9
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Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 8717 members 
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	Iteration 77Q: 3 clusters Score -1910515 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1910512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1910516 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1910518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1910514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1910513 nChanged 20
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Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1910513 nChanged 14
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Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1910513 nChanged 22
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Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1910515 nChanged 31
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Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1910522 nChanged 28
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Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 8902 members 
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	Iteration 87Q: 3 clusters Score -1910526 nChanged 24
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Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 8926 members 
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	Iteration 88Q: 3 clusters Score -1910523 nChanged 23
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Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 8949 members 
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	Iteration 89Q: 3 clusters Score -1910533 nChanged 20
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Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 8965 members 
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	Iteration 90Q: 3 clusters Score -1910532 nChanged 15
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Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8978 members 
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	Iteration 91Q: 3 clusters Score -1910534 nChanged 12
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Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 8990 members 
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	Iteration 92Q: 3 clusters Score -1910537 nChanged 12
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Mstep: Class 1 contains 10134 members 
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	Iteration 93Q: 3 clusters Score -1910537 nChanged 12
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Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9010 members 
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	Iteration 94Q: 3 clusters Score -1910536 nChanged 12
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Mstep: Class 1 contains 10112 members 
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	Iteration 95Q: 3 clusters Score -1910535 nChanged 10
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Mstep: Class 1 contains 10102 members 
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	Iteration 96Q: 3 clusters Score -1910540 nChanged 9
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Mstep: Class 1 contains 10093 members 
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	Iteration 97Q: 3 clusters Score -1910545 nChanged 9
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Mstep: Class 1 contains 10084 members 
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	Iteration 98Q: 3 clusters Score -1910546 nChanged 7
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Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 9055 members 
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	Iteration 99Q: 3 clusters Score -1910547 nChanged 2
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Mstep: Class 1 contains 10077 members 
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	Iteration 100F: 3 clusters Score -1910542 nChanged 1
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Mstep: Class 1 contains 10076 members 
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	Iteration 101Q: 3 clusters Score -1910542 nChanged 1
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Mstep: Class 1 contains 10075 members 
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	Iteration 102Q: 3 clusters Score -1910544 nChanged 2
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Mstep: Class 1 contains 10073 members 
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	Iteration 103Q: 3 clusters Score -1910547 nChanged 1
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Mstep: Class 1 contains 10072 members 
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	Iteration 104Q: 3 clusters Score -1910546 nChanged 5
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Mstep: Class 1 contains 10067 members 
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	Iteration 105Q: 3 clusters Score -1910546 nChanged 7
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Mstep: Class 1 contains 10060 members 
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	Iteration 106Q: 3 clusters Score -1910547 nChanged 8
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Mstep: Class 1 contains 10052 members 
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	Iteration 107Q: 3 clusters Score -1910544 nChanged 7
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Mstep: Class 1 contains 10047 members 
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	Iteration 108Q: 3 clusters Score -1910542 nChanged 6
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Mstep: Class 1 contains 10041 members 
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	Iteration 109Q: 3 clusters Score -1910547 nChanged 5
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Mstep: Class 1 contains 10038 members 
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	Iteration 110Q: 3 clusters Score -1910547 nChanged 1
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Mstep: Class 1 contains 10037 members 
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	Iteration 111Q: 3 clusters Score -1910546 nChanged 0
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Mstep: Class 1 contains 10037 members 
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Entering Unmasked Estep 
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	Iteration 112F: 3 clusters Score -1910546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 2123 members 
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Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Entering Unmasked Estep 
Score: -133674240.000000 Penalty: 145610.328125
Splitting cluster 13 changes total score from -133648264.000000 to -133674240.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 14 (14650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Entering Unmasked Estep 
Score: -1681222.750000 Penalty: 2378.864502
	Iteration 0F: 2 clusters Score -1681223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1670650.125000 Penalty: 4757.729004
	Iteration 0F: 3 clusters Score -1670650 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1673934.375000 Penalty: 4757.729004
	Iteration 1F: 3 clusters Score -1673934 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1674290.500000 Penalty: 4757.729004
	Iteration 2F: 3 clusters Score -1674290 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1674612.750000 Penalty: 4757.729004
	Iteration 3Q: 3 clusters Score -1674613 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1674968.875000 Penalty: 4757.729004
	Iteration 4Q: 3 clusters Score -1674969 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1675375.125000 Penalty: 4757.729004
	Iteration 5Q: 3 clusters Score -1675375 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1675889.750000 Penalty: 4757.729004
	Iteration 6Q: 3 clusters Score -1675890 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1676447.250000 Penalty: 4757.729004
	Iteration 7F: 3 clusters Score -1676447 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1677012.125000 Penalty: 4757.729004
	Iteration 8F: 3 clusters Score -1677012 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1677559.875000 Penalty: 4757.729004
	Iteration 9F: 3 clusters Score -1677560 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1678064.250000 Penalty: 4757.729004
	Iteration 10Q: 3 clusters Score -1678064 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1678551.500000 Penalty: 4757.729004
	Iteration 11Q: 3 clusters Score -1678552 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1678982.875000 Penalty: 4757.729004
	Iteration 12Q: 3 clusters Score -1678983 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1679415.125000 Penalty: 4757.729004
	Iteration 13Q: 3 clusters Score -1679415 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1679896.375000 Penalty: 4757.729004
	Iteration 14Q: 3 clusters Score -1679896 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1680612.875000 Penalty: 4757.729004
	Iteration 15Q: 3 clusters Score -1680613 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1681566.375000 Penalty: 4757.729004
	Iteration 16Q: 3 clusters Score -1681566 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1682314.750000 Penalty: 4757.729004
	Iteration 17Q: 3 clusters Score -1682315 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1682698.375000 Penalty: 4757.729004
	Iteration 18Q: 3 clusters Score -1682698 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1682876.750000 Penalty: 4757.729004
	Iteration 19Q: 3 clusters Score -1682877 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1682963.625000 Penalty: 4757.729004
	Iteration 20F: 3 clusters Score -1682964 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1683016.125000 Penalty: 4757.729004
	Iteration 21Q: 3 clusters Score -1683016 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1683051.375000 Penalty: 4757.729004
	Iteration 22Q: 3 clusters Score -1683051 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1683067.375000 Penalty: 4757.729004
	Iteration 23Q: 3 clusters Score -1683067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1683083.000000 Penalty: 4757.729004
	Iteration 24Q: 3 clusters Score -1683083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1683091.750000 Penalty: 4757.729004
	Iteration 25Q: 3 clusters Score -1683092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1683096.125000 Penalty: 4757.729004
	Iteration 26Q: 3 clusters Score -1683096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1683098.625000 Penalty: 4757.729004
	Iteration 27Q: 3 clusters Score -1683099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1683098.250000 Penalty: 4757.729004
	Iteration 28Q: 3 clusters Score -1683098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1683101.875000 Penalty: 4757.729004
	Iteration 29Q: 3 clusters Score -1683102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1683102.125000 Penalty: 4757.729004
	Iteration 30Q: 3 clusters Score -1683102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1683101.000000 Penalty: 4757.729004
	Iteration 31Q: 3 clusters Score -1683101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1683103.875000 Penalty: 4757.729004
	Iteration 32Q: 3 clusters Score -1683104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1683107.250000 Penalty: 4757.729004
	Iteration 33Q: 3 clusters Score -1683107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1683105.125000 Penalty: 4757.729004
	Iteration 34Q: 3 clusters Score -1683105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1683102.875000 Penalty: 4757.729004
	Iteration 35Q: 3 clusters Score -1683103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1683102.000000 Penalty: 4757.729004
	Iteration 36Q: 3 clusters Score -1683102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1683104.000000 Penalty: 4757.729004
	Iteration 37Q: 3 clusters Score -1683104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1683103.625000 Penalty: 4757.729004
	Iteration 38Q: 3 clusters Score -1683104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1683105.375000 Penalty: 4757.729004
	Iteration 39Q: 3 clusters Score -1683105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1683108.250000 Penalty: 4757.729004
	Iteration 40F: 3 clusters Score -1683108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1683105.750000 Penalty: 4757.729004
	Iteration 41Q: 3 clusters Score -1683106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1683105.750000 Penalty: 4757.729004
	Iteration 42F: 3 clusters Score -1683106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 10096 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Entering Unmasked Estep 
Score: -133675504.000000 Penalty: 149077.250000
Splitting cluster 14 changes total score from -133648264.000000 to -133675504.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 15 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1093215.750000 Penalty: 2277.350830
	Iteration 0F: 2 clusters Score -1093216 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 4871 members 
Entering Unmasked Estep 
Score: -1085732.875000 Penalty: 4554.701660
	Iteration 0F: 3 clusters Score -1085733 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1088114.375000 Penalty: 4554.701660
	Iteration 1F: 3 clusters Score -1088114 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1088712.125000 Penalty: 4554.701660
	Iteration 2F: 3 clusters Score -1088712 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1089385.375000 Penalty: 4554.701660
	Iteration 3F: 3 clusters Score -1089385 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1090171.625000 Penalty: 4554.701660
	Iteration 4F: 3 clusters Score -1090172 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1090977.250000 Penalty: 4554.701660
	Iteration 5F: 3 clusters Score -1090977 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1091606.375000 Penalty: 4554.701660
	Iteration 6F: 3 clusters Score -1091606 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1091954.750000 Penalty: 4554.701660
	Iteration 7F: 3 clusters Score -1091955 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1092099.875000 Penalty: 4554.701660
	Iteration 8Q: 3 clusters Score -1092100 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1092163.375000 Penalty: 4554.701660
	Iteration 9Q: 3 clusters Score -1092163 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1092203.125000 Penalty: 4554.701660
	Iteration 10Q: 3 clusters Score -1092203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1092226.375000 Penalty: 4554.701660
	Iteration 11Q: 3 clusters Score -1092226 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1092243.500000 Penalty: 4554.701660
	Iteration 12Q: 3 clusters Score -1092244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1092254.125000 Penalty: 4554.701660
	Iteration 13Q: 3 clusters Score -1092254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1092263.000000 Penalty: 4554.701660
	Iteration 14Q: 3 clusters Score -1092263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1092270.750000 Penalty: 4554.701660
	Iteration 15Q: 3 clusters Score -1092271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1092276.500000 Penalty: 4554.701660
	Iteration 16Q: 3 clusters Score -1092276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1092280.875000 Penalty: 4554.701660
	Iteration 17Q: 3 clusters Score -1092281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1092283.875000 Penalty: 4554.701660
	Iteration 18Q: 3 clusters Score -1092284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1092282.625000 Penalty: 4554.701660
	Iteration 19Q: 3 clusters Score -1092283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1092284.125000 Penalty: 4554.701660
	Iteration 20F: 3 clusters Score -1092284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1092284.500000 Penalty: 4554.701660
	Iteration 21Q: 3 clusters Score -1092284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1092284.250000 Penalty: 4554.701660
	Iteration 22Q: 3 clusters Score -1092284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1092285.625000 Penalty: 4554.701660
	Iteration 23Q: 3 clusters Score -1092286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1092288.000000 Penalty: 4554.701660
	Iteration 24Q: 3 clusters Score -1092288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1092287.875000 Penalty: 4554.701660
	Iteration 25Q: 3 clusters Score -1092288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1092286.125000 Penalty: 4554.701660
	Iteration 26Q: 3 clusters Score -1092286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1092286.125000 Penalty: 4554.701660
	Iteration 27Q: 3 clusters Score -1092286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1092288.750000 Penalty: 4554.701660
	Iteration 28Q: 3 clusters Score -1092289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1092288.875000 Penalty: 4554.701660
	Iteration 29Q: 3 clusters Score -1092289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1092289.500000 Penalty: 4554.701660
	Iteration 30Q: 3 clusters Score -1092290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1092290.250000 Penalty: 4554.701660
	Iteration 31Q: 3 clusters Score -1092290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1092291.875000 Penalty: 4554.701660
	Iteration 32Q: 3 clusters Score -1092292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1092289.375000 Penalty: 4554.701660
	Iteration 33Q: 3 clusters Score -1092289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1092289.750000 Penalty: 4554.701660
	Iteration 34Q: 3 clusters Score -1092290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1092291.625000 Penalty: 4554.701660
	Iteration 35Q: 3 clusters Score -1092292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1092291.625000 Penalty: 4554.701660
	Iteration 36F: 3 clusters Score -1092292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Entering Unmasked Estep 
Score: -2271225.500000 Penalty: 2450.065674
	Iteration 0F: 2 clusters Score -2271226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2257363.500000 Penalty: 4900.131348
	Iteration 0F: 3 clusters Score -2257364 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2262170.250000 Penalty: 4900.131348
	Iteration 1F: 3 clusters Score -2262170 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2262659.250000 Penalty: 4900.131348
	Iteration 2F: 3 clusters Score -2262659 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2263060.000000 Penalty: 4900.131348
	Iteration 3F: 3 clusters Score -2263060 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2263489.500000 Penalty: 4900.131348
	Iteration 4Q: 3 clusters Score -2263490 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2263999.750000 Penalty: 4900.131348
	Iteration 5Q: 3 clusters Score -2264000 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2264503.750000 Penalty: 4900.131348
	Iteration 6Q: 3 clusters Score -2264504 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2265106.750000 Penalty: 4900.131348
	Iteration 7F: 3 clusters Score -2265107 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2265762.500000 Penalty: 4900.131348
	Iteration 8F: 3 clusters Score -2265762 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2266459.500000 Penalty: 4900.131348
	Iteration 9Q: 3 clusters Score -2266460 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2267041.500000 Penalty: 4900.131348
	Iteration 10Q: 3 clusters Score -2267042 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2267478.750000 Penalty: 4900.131348
	Iteration 11Q: 3 clusters Score -2267479 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2267810.000000 Penalty: 4900.131348
	Iteration 12Q: 3 clusters Score -2267810 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2268055.500000 Penalty: 4900.131348
	Iteration 13Q: 3 clusters Score -2268056 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2268252.000000 Penalty: 4900.131348
	Iteration 14Q: 3 clusters Score -2268252 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2268422.250000 Penalty: 4900.131348
	Iteration 15Q: 3 clusters Score -2268422 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2268568.750000 Penalty: 4900.131348
	Iteration 16Q: 3 clusters Score -2268569 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2268702.500000 Penalty: 4900.131348
	Iteration 17Q: 3 clusters Score -2268702 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2268822.250000 Penalty: 4900.131348
	Iteration 18Q: 3 clusters Score -2268822 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2268949.500000 Penalty: 4900.131348
	Iteration 19Q: 3 clusters Score -2268950 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2269077.750000 Penalty: 4900.131348
	Iteration 20F: 3 clusters Score -2269078 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2269184.250000 Penalty: 4900.131348
	Iteration 21Q: 3 clusters Score -2269184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2269269.000000 Penalty: 4900.131348
	Iteration 22Q: 3 clusters Score -2269269 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2269351.250000 Penalty: 4900.131348
	Iteration 23Q: 3 clusters Score -2269351 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2269414.000000 Penalty: 4900.131348
	Iteration 24Q: 3 clusters Score -2269414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2269466.250000 Penalty: 4900.131348
	Iteration 25Q: 3 clusters Score -2269466 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2269509.750000 Penalty: 4900.131348
	Iteration 26Q: 3 clusters Score -2269510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2269548.750000 Penalty: 4900.131348
	Iteration 27Q: 3 clusters Score -2269549 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2269589.250000 Penalty: 4900.131348
	Iteration 28Q: 3 clusters Score -2269589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2269620.750000 Penalty: 4900.131348
	Iteration 29Q: 3 clusters Score -2269621 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2269653.500000 Penalty: 4900.131348
	Iteration 30Q: 3 clusters Score -2269654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2269700.500000 Penalty: 4900.131348
	Iteration 31Q: 3 clusters Score -2269700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2269721.750000 Penalty: 4900.131348
	Iteration 32Q: 3 clusters Score -2269722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2269748.000000 Penalty: 4900.131348
	Iteration 33Q: 3 clusters Score -2269748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2269780.750000 Penalty: 4900.131348
	Iteration 34Q: 3 clusters Score -2269781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2269797.000000 Penalty: 4900.131348
	Iteration 35Q: 3 clusters Score -2269797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2269814.750000 Penalty: 4900.131348
	Iteration 36Q: 3 clusters Score -2269815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2269825.750000 Penalty: 4900.131348
	Iteration 37Q: 3 clusters Score -2269826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2269835.500000 Penalty: 4900.131348
	Iteration 38Q: 3 clusters Score -2269836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2269842.000000 Penalty: 4900.131348
	Iteration 39Q: 3 clusters Score -2269842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2269853.250000 Penalty: 4900.131348
	Iteration 40F: 3 clusters Score -2269853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2269861.500000 Penalty: 4900.131348
	Iteration 41Q: 3 clusters Score -2269862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2269858.000000 Penalty: 4900.131348
	Iteration 42Q: 3 clusters Score -2269858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2269864.500000 Penalty: 4900.131348
	Iteration 43Q: 3 clusters Score -2269864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2269864.750000 Penalty: 4900.131348
	Iteration 44Q: 3 clusters Score -2269865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2269866.250000 Penalty: 4900.131348
	Iteration 45Q: 3 clusters Score -2269866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2269867.750000 Penalty: 4900.131348
	Iteration 46Q: 3 clusters Score -2269868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2269875.000000 Penalty: 4900.131348
	Iteration 47Q: 3 clusters Score -2269875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2269877.250000 Penalty: 4900.131348
	Iteration 48Q: 3 clusters Score -2269877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2269876.750000 Penalty: 4900.131348
	Iteration 49Q: 3 clusters Score -2269877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2269880.750000 Penalty: 4900.131348
	Iteration 50Q: 3 clusters Score -2269881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2269878.750000 Penalty: 4900.131348
	Iteration 51Q: 3 clusters Score -2269879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2269878.250000 Penalty: 4900.131348
	Iteration 52Q: 3 clusters Score -2269878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2269878.750000 Penalty: 4900.131348
	Iteration 53Q: 3 clusters Score -2269879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2269880.750000 Penalty: 4900.131348
	Iteration 54Q: 3 clusters Score -2269881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2269880.750000 Penalty: 4900.131348
	Iteration 55F: 3 clusters Score -2269881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -264934.156250 Penalty: 1899.825195
	Iteration 0F: 2 clusters Score -264934.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -262470.343750 Penalty: 3799.650391
	Iteration 0F: 3 clusters Score -262470.3 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -265020.531250 Penalty: 3799.650391
	Iteration 1F: 3 clusters Score -265020.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -266819.062500 Penalty: 3799.650391
	Iteration 2F: 3 clusters Score -266819.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -267524.625000 Penalty: 3799.650391
	Iteration 3F: 3 clusters Score -267524.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -267968.718750 Penalty: 3799.650391
	Iteration 4F: 3 clusters Score -267968.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -268615.156250 Penalty: 3799.650391
	Iteration 5Q: 3 clusters Score -268615.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -268809.125000 Penalty: 3799.650391
	Iteration 6Q: 3 clusters Score -268809.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -268958.625000 Penalty: 3799.650391
	Iteration 7Q: 3 clusters Score -268958.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -269106.156250 Penalty: 3799.650391
	Iteration 8Q: 3 clusters Score -269106.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -269175.218750 Penalty: 3799.650391
	Iteration 9Q: 3 clusters Score -269175.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -269210.718750 Penalty: 3799.650391
	Iteration 10Q: 3 clusters Score -269210.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -269255.437500 Penalty: 3799.650391
	Iteration 11Q: 3 clusters Score -269255.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -269330.281250 Penalty: 3799.650391
	Iteration 12Q: 3 clusters Score -269330.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -269371.062500 Penalty: 3799.650391
	Iteration 13Q: 3 clusters Score -269371.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -269409.625000 Penalty: 3799.650391
	Iteration 14Q: 3 clusters Score -269409.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -269418.906250 Penalty: 3799.650391
	Iteration 15Q: 3 clusters Score -269418.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -269428.312500 Penalty: 3799.650391
	Iteration 16Q: 3 clusters Score -269428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -269433.531250 Penalty: 3799.650391
	Iteration 17Q: 3 clusters Score -269433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -269456.187500 Penalty: 3799.650391
	Iteration 18F: 3 clusters Score -269456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -269547.593750 Penalty: 3799.650391
	Iteration 19Q: 3 clusters Score -269547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -269629.812500 Penalty: 3799.650391
	Iteration 20F: 3 clusters Score -269629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -269719.562500 Penalty: 3799.650391
	Iteration 21Q: 3 clusters Score -269719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -269745.375000 Penalty: 3799.650391
	Iteration 22Q: 3 clusters Score -269745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -269745.437500 Penalty: 3799.650391
	Iteration 23Q: 3 clusters Score -269745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -269745.437500 Penalty: 3799.650391
	Iteration 24F: 3 clusters Score -269745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 10096 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Entering Unmasked Estep 
Score: -133678784.000000 Penalty: 152544.156250
Splitting cluster 17 changes total score from -133648264.000000 to -133678784.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1146905.000000 Penalty: 2286.533691
	Iteration 0F: 2 clusters Score -1146905 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 5041 members 
Entering Unmasked Estep 
Score: -1139229.625000 Penalty: 4573.067383
	Iteration 0F: 3 clusters Score -1139230 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1141608.250000 Penalty: 4573.067383
	Iteration 1F: 3 clusters Score -1141608 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1142247.125000 Penalty: 4573.067383
	Iteration 2F: 3 clusters Score -1142247 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1142977.750000 Penalty: 4573.067383
	Iteration 3F: 3 clusters Score -1142978 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1143798.375000 Penalty: 4573.067383
	Iteration 4F: 3 clusters Score -1143798 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1144728.125000 Penalty: 4573.067383
	Iteration 5F: 3 clusters Score -1144728 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1145615.000000 Penalty: 4573.067383
	Iteration 6F: 3 clusters Score -1145615 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1146491.625000 Penalty: 4573.067383
	Iteration 7F: 3 clusters Score -1146492 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1147535.000000 Penalty: 4573.067383
	Iteration 8F: 3 clusters Score -1147535 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1149174.125000 Penalty: 4573.067383
	Iteration 9F: 3 clusters Score -1149174 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1150056.625000 Penalty: 4573.067383
	Iteration 10Q: 3 clusters Score -1150057 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1150206.250000 Penalty: 4573.067383
	Iteration 11Q: 3 clusters Score -1150206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1150241.500000 Penalty: 4573.067383
	Iteration 12Q: 3 clusters Score -1150242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1150261.000000 Penalty: 4573.067383
	Iteration 13Q: 3 clusters Score -1150261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1150272.500000 Penalty: 4573.067383
	Iteration 14Q: 3 clusters Score -1150272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1150276.625000 Penalty: 4573.067383
	Iteration 15Q: 3 clusters Score -1150277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1150279.625000 Penalty: 4573.067383
	Iteration 16Q: 3 clusters Score -1150280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1150283.000000 Penalty: 4573.067383
	Iteration 17Q: 3 clusters Score -1150283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1150281.750000 Penalty: 4573.067383
	Iteration 18Q: 3 clusters Score -1150282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1150286.500000 Penalty: 4573.067383
	Iteration 19Q: 3 clusters Score -1150286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1150287.500000 Penalty: 4573.067383
	Iteration 20F: 3 clusters Score -1150288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1150290.500000 Penalty: 4573.067383
	Iteration 21Q: 3 clusters Score -1150290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1150289.875000 Penalty: 4573.067383
	Iteration 22Q: 3 clusters Score -1150290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1150290.875000 Penalty: 4573.067383
	Iteration 23Q: 3 clusters Score -1150291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1150289.000000 Penalty: 4573.067383
	Iteration 24Q: 3 clusters Score -1150289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1150291.625000 Penalty: 4573.067383
	Iteration 25Q: 3 clusters Score -1150292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1150289.750000 Penalty: 4573.067383
	Iteration 26Q: 3 clusters Score -1150290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1150290.625000 Penalty: 4573.067383
	Iteration 27Q: 3 clusters Score -1150291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1150290.625000 Penalty: 4573.067383
	Iteration 28F: 3 clusters Score -1150291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Entering Unmasked Estep 
Score: -133680936.000000 Penalty: 156011.062500
Splitting cluster 18 changes total score from -133648264.000000 to -133680936.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 19 (9849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Entering Unmasked Estep 
Score: -1140683.750000 Penalty: 2280.391113
	Iteration 0F: 2 clusters Score -1140684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1133052.625000 Penalty: 4560.782227
	Iteration 0F: 3 clusters Score -1133053 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1135314.000000 Penalty: 4560.782227
	Iteration 1F: 3 clusters Score -1135314 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1135682.250000 Penalty: 4560.782227
	Iteration 2F: 3 clusters Score -1135682 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1136087.500000 Penalty: 4560.782227
	Iteration 3F: 3 clusters Score -1136088 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1136599.250000 Penalty: 4560.782227
	Iteration 4F: 3 clusters Score -1136599 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1137163.125000 Penalty: 4560.782227
	Iteration 5F: 3 clusters Score -1137163 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1137698.875000 Penalty: 4560.782227
	Iteration 6F: 3 clusters Score -1137699 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1138153.250000 Penalty: 4560.782227
	Iteration 7F: 3 clusters Score -1138153 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1138551.125000 Penalty: 4560.782227
	Iteration 8F: 3 clusters Score -1138551 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1138983.875000 Penalty: 4560.782227
	Iteration 9F: 3 clusters Score -1138984 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1139609.000000 Penalty: 4560.782227
	Iteration 10F: 3 clusters Score -1139609 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1140409.625000 Penalty: 4560.782227
	Iteration 11F: 3 clusters Score -1140410 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1141209.375000 Penalty: 4560.782227
	Iteration 12Q: 3 clusters Score -1141209 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1141619.500000 Penalty: 4560.782227
	Iteration 13Q: 3 clusters Score -1141620 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1141690.875000 Penalty: 4560.782227
	Iteration 14Q: 3 clusters Score -1141691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1141709.375000 Penalty: 4560.782227
	Iteration 15Q: 3 clusters Score -1141709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1141716.000000 Penalty: 4560.782227
	Iteration 16Q: 3 clusters Score -1141716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1141717.125000 Penalty: 4560.782227
	Iteration 17Q: 3 clusters Score -1141717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1141719.375000 Penalty: 4560.782227
	Iteration 18Q: 3 clusters Score -1141719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1141719.750000 Penalty: 4560.782227
	Iteration 19Q: 3 clusters Score -1141720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1141720.125000 Penalty: 4560.782227
	Iteration 20F: 3 clusters Score -1141720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1141719.125000 Penalty: 4560.782227
	Iteration 21Q: 3 clusters Score -1141719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1141719.125000 Penalty: 4560.782227
	Iteration 22F: 3 clusters Score -1141719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Mstep: Class 46 contains 7148 members 
Entering Unmasked Estep 
Score: -133680664.000000 Penalty: 159477.984375
Splitting cluster 19 changes total score from -133648264.000000 to -133680664.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 20 (190881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190881 members 
Entering Unmasked Estep 
Score: -22264994.000000 Penalty: 3015.532715
	Iteration 0F: 2 clusters Score -2.226499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -22139782.000000 Penalty: 6031.065430
	Iteration 0F: 3 clusters Score -2.213978e+07 nChanged 91423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 99220 members 
Entering Unmasked Estep 
Score: -22193150.000000 Penalty: 6031.065430
	Iteration 1F: 3 clusters Score -2.219315e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89319 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -22194646.000000 Penalty: 6031.065430
	Iteration 2Q: 3 clusters Score -2.219465e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 105259 members 
Entering Unmasked Estep 
Score: -22196954.000000 Penalty: 6031.065430
	Iteration 3Q: 3 clusters Score -2.219695e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -22200394.000000 Penalty: 6031.065430
	Iteration 4Q: 3 clusters Score -2.220039e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 118685 members 
Entering Unmasked Estep 
Score: -22206294.000000 Penalty: 6031.065430
	Iteration 5F: 3 clusters Score -2.220629e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 129612 members 
Entering Unmasked Estep 
Score: -22215460.000000 Penalty: 6031.065430
	Iteration 6F: 3 clusters Score -2.221546e+07 nChanged 14009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 142565 members 
Entering Unmasked Estep 
Score: -22226976.000000 Penalty: 6031.065430
	Iteration 7F: 3 clusters Score -2.222698e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 155558 members 
Entering Unmasked Estep 
Score: -22238986.000000 Penalty: 6031.065430
	Iteration 8F: 3 clusters Score -2.223899e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -22248620.000000 Penalty: 6031.065430
	Iteration 9F: 3 clusters Score -2.224862e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 173646 members 
Entering Unmasked Estep 
Score: -22254964.000000 Penalty: 6031.065430
	Iteration 10Q: 3 clusters Score -2.225496e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 178322 members 
Entering Unmasked Estep 
Score: -22258618.000000 Penalty: 6031.065430
	Iteration 11Q: 3 clusters Score -2.225862e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 181200 members 
Entering Unmasked Estep 
Score: -22260666.000000 Penalty: 6031.065430
	Iteration 12Q: 3 clusters Score -2.226067e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 183054 members 
Entering Unmasked Estep 
Score: -22261782.000000 Penalty: 6031.065430
	Iteration 13Q: 3 clusters Score -2.226178e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 184296 members 
Entering Unmasked Estep 
Score: -22262284.000000 Penalty: 6031.065430
	Iteration 14Q: 3 clusters Score -2.226228e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -22262556.000000 Penalty: 6031.065430
	Iteration 15Q: 3 clusters Score -2.226256e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 185808 members 
Entering Unmasked Estep 
Score: -22262756.000000 Penalty: 6031.065430
	Iteration 16Q: 3 clusters Score -2.226276e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 186284 members 
Entering Unmasked Estep 
Score: -22262896.000000 Penalty: 6031.065430
	Iteration 17Q: 3 clusters Score -2.22629e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 186631 members 
Entering Unmasked Estep 
Score: -22263000.000000 Penalty: 6031.065430
	Iteration 18Q: 3 clusters Score -2.2263e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 186931 members 
Entering Unmasked Estep 
Score: -22263056.000000 Penalty: 6031.065430
	Iteration 19Q: 3 clusters Score -2.226306e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 187151 members 
Entering Unmasked Estep 
Score: -22263122.000000 Penalty: 6031.065430
	Iteration 20F: 3 clusters Score -2.226312e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 187329 members 
Entering Unmasked Estep 
Score: -22263166.000000 Penalty: 6031.065430
	Iteration 21Q: 3 clusters Score -2.226317e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 187463 members 
Entering Unmasked Estep 
Score: -22263170.000000 Penalty: 6031.065430
	Iteration 22Q: 3 clusters Score -2.226317e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 187558 members 
Entering Unmasked Estep 
Score: -22263178.000000 Penalty: 6031.065430
	Iteration 23Q: 3 clusters Score -2.226318e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 187620 members 
Entering Unmasked Estep 
Score: -22263178.000000 Penalty: 6031.065430
	Iteration 24Q: 3 clusters Score -2.226318e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 187662 members 
Entering Unmasked Estep 
Score: -22263196.000000 Penalty: 6031.065430
	Iteration 25Q: 3 clusters Score -2.22632e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 187709 members 
Entering Unmasked Estep 
Score: -22263214.000000 Penalty: 6031.065430
	Iteration 26Q: 3 clusters Score -2.226321e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 187745 members 
Entering Unmasked Estep 
Score: -22263248.000000 Penalty: 6031.065430
	Iteration 27Q: 3 clusters Score -2.226325e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 187773 members 
Entering Unmasked Estep 
Score: -22263242.000000 Penalty: 6031.065430
	Iteration 28Q: 3 clusters Score -2.226324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 187812 members 
Entering Unmasked Estep 
Score: -22263248.000000 Penalty: 6031.065430
	Iteration 29Q: 3 clusters Score -2.226325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 187845 members 
Entering Unmasked Estep 
Score: -22263268.000000 Penalty: 6031.065430
	Iteration 30Q: 3 clusters Score -2.226327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 187877 members 
Entering Unmasked Estep 
Score: -22263238.000000 Penalty: 6031.065430
	Iteration 31Q: 3 clusters Score -2.226324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 187904 members 
Entering Unmasked Estep 
Score: -22263250.000000 Penalty: 6031.065430
	Iteration 32Q: 3 clusters Score -2.226325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 187930 members 
Entering Unmasked Estep 
Score: -22263224.000000 Penalty: 6031.065430
	Iteration 33Q: 3 clusters Score -2.226322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 187955 members 
Entering Unmasked Estep 
Score: -22263220.000000 Penalty: 6031.065430
	Iteration 34Q: 3 clusters Score -2.226322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 187970 members 
Entering Unmasked Estep 
Score: -22263244.000000 Penalty: 6031.065430
	Iteration 35Q: 3 clusters Score -2.226324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 187992 members 
Entering Unmasked Estep 
Score: -22263230.000000 Penalty: 6031.065430
	Iteration 36Q: 3 clusters Score -2.226323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 188012 members 
Entering Unmasked Estep 
Score: -22263236.000000 Penalty: 6031.065430
	Iteration 37Q: 3 clusters Score -2.226324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 188027 members 
Entering Unmasked Estep 
Score: -22263238.000000 Penalty: 6031.065430
	Iteration 38Q: 3 clusters Score -2.226324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 188041 members 
Entering Unmasked Estep 
Score: -22263216.000000 Penalty: 6031.065430
	Iteration 39Q: 3 clusters Score -2.226322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 188064 members 
Entering Unmasked Estep 
Score: -22263230.000000 Penalty: 6031.065430
	Iteration 40F: 3 clusters Score -2.226323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 188086 members 
Entering Unmasked Estep 
Score: -22263252.000000 Penalty: 6031.065430
	Iteration 41Q: 3 clusters Score -2.226325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 188103 members 
Entering Unmasked Estep 
Score: -22263250.000000 Penalty: 6031.065430
	Iteration 42Q: 3 clusters Score -2.226325e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 188126 members 
Entering Unmasked Estep 
Score: -22263232.000000 Penalty: 6031.065430
	Iteration 43Q: 3 clusters Score -2.226323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 188144 members 
Entering Unmasked Estep 
Score: -22263258.000000 Penalty: 6031.065430
	Iteration 44Q: 3 clusters Score -2.226326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 188161 members 
Entering Unmasked Estep 
Score: -22263238.000000 Penalty: 6031.065430
	Iteration 45Q: 3 clusters Score -2.226324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 188169 members 
Entering Unmasked Estep 
Score: -22263244.000000 Penalty: 6031.065430
	Iteration 46Q: 3 clusters Score -2.226324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 188179 members 
Entering Unmasked Estep 
Score: -22263244.000000 Penalty: 6031.065430
	Iteration 47Q: 3 clusters Score -2.226324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 188188 members 
Entering Unmasked Estep 
Score: -22263240.000000 Penalty: 6031.065430
	Iteration 48Q: 3 clusters Score -2.226324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 188198 members 
Entering Unmasked Estep 
Score: -22263254.000000 Penalty: 6031.065430
	Iteration 49Q: 3 clusters Score -2.226325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 188202 members 
Entering Unmasked Estep 
Score: -22263258.000000 Penalty: 6031.065430
	Iteration 50Q: 3 clusters Score -2.226326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 188205 members 
Entering Unmasked Estep 
Score: -22263266.000000 Penalty: 6031.065430
	Iteration 51Q: 3 clusters Score -2.226327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 188208 members 
Entering Unmasked Estep 
Score: -22263252.000000 Penalty: 6031.065430
	Iteration 52Q: 3 clusters Score -2.226325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 188209 members 
Entering Unmasked Estep 
Score: -22263248.000000 Penalty: 6031.065430
	Iteration 53Q: 3 clusters Score -2.226325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 188209 members 
Entering Unmasked Estep 
Score: -22263248.000000 Penalty: 6031.065430
	Iteration 54F: 3 clusters Score -2.226325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Entering Unmasked Estep 
Score: -1431714.000000 Penalty: 2336.891357
	Iteration 0F: 2 clusters Score -1431714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1422594.250000 Penalty: 4673.782715
	Iteration 0F: 3 clusters Score -1422594 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1425371.000000 Penalty: 4673.782715
	Iteration 1F: 3 clusters Score -1425371 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1425731.000000 Penalty: 4673.782715
	Iteration 2F: 3 clusters Score -1425731 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1425996.125000 Penalty: 4673.782715
	Iteration 3F: 3 clusters Score -1425996 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1426227.875000 Penalty: 4673.782715
	Iteration 4Q: 3 clusters Score -1426228 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1426454.250000 Penalty: 4673.782715
	Iteration 5Q: 3 clusters Score -1426454 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1426686.875000 Penalty: 4673.782715
	Iteration 6Q: 3 clusters Score -1426687 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1426940.625000 Penalty: 4673.782715
	Iteration 7Q: 3 clusters Score -1426941 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1427271.500000 Penalty: 4673.782715
	Iteration 8Q: 3 clusters Score -1427272 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1427726.375000 Penalty: 4673.782715
	Iteration 9Q: 3 clusters Score -1427726 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1428216.875000 Penalty: 4673.782715
	Iteration 10F: 3 clusters Score -1428217 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1428668.250000 Penalty: 4673.782715
	Iteration 11F: 3 clusters Score -1428668 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1428991.500000 Penalty: 4673.782715
	Iteration 12Q: 3 clusters Score -1428992 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1429209.375000 Penalty: 4673.782715
	Iteration 13Q: 3 clusters Score -1429209 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1429353.625000 Penalty: 4673.782715
	Iteration 14Q: 3 clusters Score -1429354 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1429419.250000 Penalty: 4673.782715
	Iteration 15Q: 3 clusters Score -1429419 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1429464.625000 Penalty: 4673.782715
	Iteration 16Q: 3 clusters Score -1429465 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1429481.000000 Penalty: 4673.782715
	Iteration 17Q: 3 clusters Score -1429481 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1429490.625000 Penalty: 4673.782715
	Iteration 18Q: 3 clusters Score -1429491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1429508.000000 Penalty: 4673.782715
	Iteration 19Q: 3 clusters Score -1429508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1429518.750000 Penalty: 4673.782715
	Iteration 20F: 3 clusters Score -1429519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1429520.250000 Penalty: 4673.782715
	Iteration 21Q: 3 clusters Score -1429520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1429530.500000 Penalty: 4673.782715
	Iteration 22Q: 3 clusters Score -1429530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1429533.125000 Penalty: 4673.782715
	Iteration 23Q: 3 clusters Score -1429533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1429538.625000 Penalty: 4673.782715
	Iteration 24Q: 3 clusters Score -1429539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1429540.000000 Penalty: 4673.782715
	Iteration 25Q: 3 clusters Score -1429540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1429540.875000 Penalty: 4673.782715
	Iteration 26Q: 3 clusters Score -1429541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1429542.000000 Penalty: 4673.782715
	Iteration 27Q: 3 clusters Score -1429542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1429539.375000 Penalty: 4673.782715
	Iteration 28Q: 3 clusters Score -1429539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1429539.750000 Penalty: 4673.782715
	Iteration 29Q: 3 clusters Score -1429540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1429542.125000 Penalty: 4673.782715
	Iteration 30Q: 3 clusters Score -1429542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1429544.375000 Penalty: 4673.782715
	Iteration 31Q: 3 clusters Score -1429544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1429544.375000 Penalty: 4673.782715
	Iteration 32Q: 3 clusters Score -1429544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1429544.375000 Penalty: 4673.782715
	Iteration 33Q: 3 clusters Score -1429544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1429545.375000 Penalty: 4673.782715
	Iteration 34Q: 3 clusters Score -1429545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1429550.125000 Penalty: 4673.782715
	Iteration 35Q: 3 clusters Score -1429550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1429548.750000 Penalty: 4673.782715
	Iteration 36Q: 3 clusters Score -1429549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1429550.750000 Penalty: 4673.782715
	Iteration 37Q: 3 clusters Score -1429551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1429546.125000 Penalty: 4673.782715
	Iteration 38Q: 3 clusters Score -1429546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1429547.875000 Penalty: 4673.782715
	Iteration 39Q: 3 clusters Score -1429548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1429550.000000 Penalty: 4673.782715
	Iteration 40F: 3 clusters Score -1429550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1429551.750000 Penalty: 4673.782715
	Iteration 41Q: 3 clusters Score -1429552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1429550.250000 Penalty: 4673.782715
	Iteration 42Q: 3 clusters Score -1429550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1429550.625000 Penalty: 4673.782715
	Iteration 43Q: 3 clusters Score -1429551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1429548.875000 Penalty: 4673.782715
	Iteration 44Q: 3 clusters Score -1429549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1429548.750000 Penalty: 4673.782715
	Iteration 45Q: 3 clusters Score -1429549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1429549.875000 Penalty: 4673.782715
	Iteration 46Q: 3 clusters Score -1429550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1429549.000000 Penalty: 4673.782715
	Iteration 47Q: 3 clusters Score -1429549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1429549.000000 Penalty: 4673.782715
	Iteration 48F: 3 clusters Score -1429549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Entering Unmasked Estep 
Score: -6549148.500000 Penalty: 2712.162354
	Iteration 0F: 2 clusters Score -6549148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -6511346.000000 Penalty: 5424.324707
	Iteration 0F: 3 clusters Score -6511346 nChanged 26040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -6526849.500000 Penalty: 5424.324707
	Iteration 1F: 3 clusters Score -6526850 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -6528770.500000 Penalty: 5424.324707
	Iteration 2F: 3 clusters Score -6528770 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -6531536.000000 Penalty: 5424.324707
	Iteration 3F: 3 clusters Score -6531536 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -6534880.500000 Penalty: 5424.324707
	Iteration 4F: 3 clusters Score -6534880 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -6538178.500000 Penalty: 5424.324707
	Iteration 5F: 3 clusters Score -6538178 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -6540968.500000 Penalty: 5424.324707
	Iteration 6F: 3 clusters Score -6540968 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -6542968.500000 Penalty: 5424.324707
	Iteration 7F: 3 clusters Score -6542968 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -6544326.500000 Penalty: 5424.324707
	Iteration 8Q: 3 clusters Score -6544326 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -6545158.000000 Penalty: 5424.324707
	Iteration 9Q: 3 clusters Score -6545158 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -6545739.000000 Penalty: 5424.324707
	Iteration 10Q: 3 clusters Score -6545739 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -6546085.500000 Penalty: 5424.324707
	Iteration 11Q: 3 clusters Score -6546086 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -6546323.500000 Penalty: 5424.324707
	Iteration 12Q: 3 clusters Score -6546324 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -6546560.000000 Penalty: 5424.324707
	Iteration 13Q: 3 clusters Score -6546560 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -6546768.500000 Penalty: 5424.324707
	Iteration 14Q: 3 clusters Score -6546768 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -6547005.000000 Penalty: 5424.324707
	Iteration 15Q: 3 clusters Score -6547005 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -6547177.500000 Penalty: 5424.324707
	Iteration 16Q: 3 clusters Score -6547178 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -6547297.500000 Penalty: 5424.324707
	Iteration 17Q: 3 clusters Score -6547298 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -6547462.000000 Penalty: 5424.324707
	Iteration 18Q: 3 clusters Score -6547462 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -6547576.500000 Penalty: 5424.324707
	Iteration 19Q: 3 clusters Score -6547576 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -6547710.000000 Penalty: 5424.324707
	Iteration 20F: 3 clusters Score -6547710 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -6547834.000000 Penalty: 5424.324707
	Iteration 21Q: 3 clusters Score -6547834 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -6547979.500000 Penalty: 5424.324707
	Iteration 22Q: 3 clusters Score -6547980 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -6548056.500000 Penalty: 5424.324707
	Iteration 23Q: 3 clusters Score -6548056 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -6548115.500000 Penalty: 5424.324707
	Iteration 24Q: 3 clusters Score -6548116 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -6548176.000000 Penalty: 5424.324707
	Iteration 25Q: 3 clusters Score -6548176 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -6548221.500000 Penalty: 5424.324707
	Iteration 26Q: 3 clusters Score -6548222 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -6548238.000000 Penalty: 5424.324707
	Iteration 27Q: 3 clusters Score -6548238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -6548256.500000 Penalty: 5424.324707
	Iteration 28Q: 3 clusters Score -6548256 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -6548308.000000 Penalty: 5424.324707
	Iteration 29Q: 3 clusters Score -6548308 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -6548327.500000 Penalty: 5424.324707
	Iteration 30Q: 3 clusters Score -6548328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -6548334.000000 Penalty: 5424.324707
	Iteration 31Q: 3 clusters Score -6548334 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -6548348.500000 Penalty: 5424.324707
	Iteration 32Q: 3 clusters Score -6548348 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -6548368.000000 Penalty: 5424.324707
	Iteration 33Q: 3 clusters Score -6548368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -6548370.500000 Penalty: 5424.324707
	Iteration 34Q: 3 clusters Score -6548370 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -6548398.000000 Penalty: 5424.324707
	Iteration 35Q: 3 clusters Score -6548398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -6548420.000000 Penalty: 5424.324707
	Iteration 36Q: 3 clusters Score -6548420 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -6548449.000000 Penalty: 5424.324707
	Iteration 37Q: 3 clusters Score -6548449 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -6548467.500000 Penalty: 5424.324707
	Iteration 38Q: 3 clusters Score -6548468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -6548482.000000 Penalty: 5424.324707
	Iteration 39Q: 3 clusters Score -6548482 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6548493.500000 Penalty: 5424.324707
	Iteration 40F: 3 clusters Score -6548494 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -6548526.000000 Penalty: 5424.324707
	Iteration 41Q: 3 clusters Score -6548526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -6548545.000000 Penalty: 5424.324707
	Iteration 42Q: 3 clusters Score -6548545 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -6548557.500000 Penalty: 5424.324707
	Iteration 43Q: 3 clusters Score -6548558 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -6548601.000000 Penalty: 5424.324707
	Iteration 44Q: 3 clusters Score -6548601 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -6548636.000000 Penalty: 5424.324707
	Iteration 45Q: 3 clusters Score -6548636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -6548670.000000 Penalty: 5424.324707
	Iteration 46Q: 3 clusters Score -6548670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -6548694.500000 Penalty: 5424.324707
	Iteration 47Q: 3 clusters Score -6548694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -6548675.500000 Penalty: 5424.324707
	Iteration 48Q: 3 clusters Score -6548676 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -6548682.000000 Penalty: 5424.324707
	Iteration 49Q: 3 clusters Score -6548682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -6548683.500000 Penalty: 5424.324707
	Iteration 50Q: 3 clusters Score -6548684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -6548680.500000 Penalty: 5424.324707
	Iteration 51Q: 3 clusters Score -6548680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -6548694.500000 Penalty: 5424.324707
	Iteration 52Q: 3 clusters Score -6548694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -6548706.000000 Penalty: 5424.324707
	Iteration 53Q: 3 clusters Score -6548706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -6548714.500000 Penalty: 5424.324707
	Iteration 54Q: 3 clusters Score -6548714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -6548721.000000 Penalty: 5424.324707
	Iteration 55Q: 3 clusters Score -6548721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -6548723.500000 Penalty: 5424.324707
	Iteration 56Q: 3 clusters Score -6548724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -6548724.500000 Penalty: 5424.324707
	Iteration 57Q: 3 clusters Score -6548724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -6548727.500000 Penalty: 5424.324707
	Iteration 58Q: 3 clusters Score -6548728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -6548745.000000 Penalty: 5424.324707
	Iteration 59Q: 3 clusters Score -6548745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -6548746.500000 Penalty: 5424.324707
	Iteration 60F: 3 clusters Score -6548746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -6548743.000000 Penalty: 5424.324707
	Iteration 61Q: 3 clusters Score -6548743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6548742.500000 Penalty: 5424.324707
	Iteration 62Q: 3 clusters Score -6548742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -6548739.500000 Penalty: 5424.324707
	Iteration 63Q: 3 clusters Score -6548740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -6548748.500000 Penalty: 5424.324707
	Iteration 64Q: 3 clusters Score -6548748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6548740.000000 Penalty: 5424.324707
	Iteration 65Q: 3 clusters Score -6548740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6548731.500000 Penalty: 5424.324707
	Iteration 66Q: 3 clusters Score -6548732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -6548737.000000 Penalty: 5424.324707
	Iteration 67Q: 3 clusters Score -6548737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -6548745.000000 Penalty: 5424.324707
	Iteration 68Q: 3 clusters Score -6548745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -6548741.000000 Penalty: 5424.324707
	Iteration 69Q: 3 clusters Score -6548741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -6548732.000000 Penalty: 5424.324707
	Iteration 70Q: 3 clusters Score -6548732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -6548737.000000 Penalty: 5424.324707
	Iteration 71Q: 3 clusters Score -6548737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -6548738.500000 Penalty: 5424.324707
	Iteration 72Q: 3 clusters Score -6548738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -6548743.000000 Penalty: 5424.324707
	Iteration 73Q: 3 clusters Score -6548743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -6548743.000000 Penalty: 5424.324707
	Iteration 74Q: 3 clusters Score -6548743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6548745.000000 Penalty: 5424.324707
	Iteration 75Q: 3 clusters Score -6548745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -6548742.000000 Penalty: 5424.324707
	Iteration 76Q: 3 clusters Score -6548742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -6548742.000000 Penalty: 5424.324707
	Iteration 77F: 3 clusters Score -6548742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Entering Unmasked Estep 
Score: -1307871.125000 Penalty: 2314.101074
	Iteration 0F: 2 clusters Score -1307871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1299315.750000 Penalty: 4628.202148
	Iteration 0F: 3 clusters Score -1299316 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1301856.750000 Penalty: 4628.202148
	Iteration 1F: 3 clusters Score -1301857 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1302252.875000 Penalty: 4628.202148
	Iteration 2F: 3 clusters Score -1302253 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1302621.500000 Penalty: 4628.202148
	Iteration 3F: 3 clusters Score -1302622 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1303003.625000 Penalty: 4628.202148
	Iteration 4F: 3 clusters Score -1303004 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1303378.500000 Penalty: 4628.202148
	Iteration 5F: 3 clusters Score -1303378 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1303776.000000 Penalty: 4628.202148
	Iteration 6F: 3 clusters Score -1303776 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1304202.500000 Penalty: 4628.202148
	Iteration 7F: 3 clusters Score -1304202 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1304647.125000 Penalty: 4628.202148
	Iteration 8F: 3 clusters Score -1304647 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1305096.250000 Penalty: 4628.202148
	Iteration 9Q: 3 clusters Score -1305096 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1305468.000000 Penalty: 4628.202148
	Iteration 10Q: 3 clusters Score -1305468 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1305773.500000 Penalty: 4628.202148
	Iteration 11Q: 3 clusters Score -1305774 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1306155.750000 Penalty: 4628.202148
	Iteration 12Q: 3 clusters Score -1306156 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1306861.500000 Penalty: 4628.202148
	Iteration 13Q: 3 clusters Score -1306862 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1308121.375000 Penalty: 4628.202148
	Iteration 14Q: 3 clusters Score -1308121 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1308943.750000 Penalty: 4628.202148
	Iteration 15Q: 3 clusters Score -1308944 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1309122.250000 Penalty: 4628.202148
	Iteration 16Q: 3 clusters Score -1309122 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1309244.250000 Penalty: 4628.202148
	Iteration 17Q: 3 clusters Score -1309244 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1309345.625000 Penalty: 4628.202148
	Iteration 18Q: 3 clusters Score -1309346 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1309435.500000 Penalty: 4628.202148
	Iteration 19Q: 3 clusters Score -1309436 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1309528.625000 Penalty: 4628.202148
	Iteration 20F: 3 clusters Score -1309529 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1309618.125000 Penalty: 4628.202148
	Iteration 21Q: 3 clusters Score -1309618 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1309716.625000 Penalty: 4628.202148
	Iteration 22Q: 3 clusters Score -1309717 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1309819.250000 Penalty: 4628.202148
	Iteration 23Q: 3 clusters Score -1309819 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1309922.500000 Penalty: 4628.202148
	Iteration 24Q: 3 clusters Score -1309922 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1310023.000000 Penalty: 4628.202148
	Iteration 25Q: 3 clusters Score -1310023 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1310123.875000 Penalty: 4628.202148
	Iteration 26Q: 3 clusters Score -1310124 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1310222.625000 Penalty: 4628.202148
	Iteration 27Q: 3 clusters Score -1310223 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1310321.625000 Penalty: 4628.202148
	Iteration 28Q: 3 clusters Score -1310322 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1310398.625000 Penalty: 4628.202148
	Iteration 29Q: 3 clusters Score -1310399 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1310453.500000 Penalty: 4628.202148
	Iteration 30Q: 3 clusters Score -1310454 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1310513.125000 Penalty: 4628.202148
	Iteration 31Q: 3 clusters Score -1310513 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1310573.875000 Penalty: 4628.202148
	Iteration 32Q: 3 clusters Score -1310574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1310653.750000 Penalty: 4628.202148
	Iteration 33Q: 3 clusters Score -1310654 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1310768.500000 Penalty: 4628.202148
	Iteration 34Q: 3 clusters Score -1310768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1310943.250000 Penalty: 4628.202148
	Iteration 35Q: 3 clusters Score -1310943 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1311135.750000 Penalty: 4628.202148
	Iteration 36Q: 3 clusters Score -1311136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1311275.375000 Penalty: 4628.202148
	Iteration 37Q: 3 clusters Score -1311275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1311319.375000 Penalty: 4628.202148
	Iteration 38Q: 3 clusters Score -1311319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1311337.750000 Penalty: 4628.202148
	Iteration 39Q: 3 clusters Score -1311338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1311343.375000 Penalty: 4628.202148
	Iteration 40F: 3 clusters Score -1311343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1311349.750000 Penalty: 4628.202148
	Iteration 41Q: 3 clusters Score -1311350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1311349.875000 Penalty: 4628.202148
	Iteration 42Q: 3 clusters Score -1311350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1311354.625000 Penalty: 4628.202148
	Iteration 43Q: 3 clusters Score -1311355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1311358.125000 Penalty: 4628.202148
	Iteration 44Q: 3 clusters Score -1311358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1311357.125000 Penalty: 4628.202148
	Iteration 45Q: 3 clusters Score -1311357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1311358.625000 Penalty: 4628.202148
	Iteration 46Q: 3 clusters Score -1311359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1311360.625000 Penalty: 4628.202148
	Iteration 47Q: 3 clusters Score -1311361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1311357.375000 Penalty: 4628.202148
	Iteration 48Q: 3 clusters Score -1311357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1311357.375000 Penalty: 4628.202148
	Iteration 49F: 3 clusters Score -1311357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Mstep: Class 46 contains 7148 members 
Mstep: Class 47 contains 7762 members 
Entering Unmasked Estep 
Score: -133683576.000000 Penalty: 162944.890625
Splitting cluster 23 changes total score from -133648264.000000 to -133683576.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 24 (17719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Entering Unmasked Estep 
Score: -2065001.125000 Penalty: 2426.033447
	Iteration 0F: 2 clusters Score -2065001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2052361.125000 Penalty: 4852.066895
	Iteration 0F: 3 clusters Score -2052361 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2056551.750000 Penalty: 4852.066895
	Iteration 1F: 3 clusters Score -2056552 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2057207.000000 Penalty: 4852.066895
	Iteration 2F: 3 clusters Score -2057207 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2057880.875000 Penalty: 4852.066895
	Iteration 3F: 3 clusters Score -2057881 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2058526.250000 Penalty: 4852.066895
	Iteration 4F: 3 clusters Score -2058526 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2059128.250000 Penalty: 4852.066895
	Iteration 5F: 3 clusters Score -2059128 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2059830.250000 Penalty: 4852.066895
	Iteration 6F: 3 clusters Score -2059830 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2060695.500000 Penalty: 4852.066895
	Iteration 7F: 3 clusters Score -2060696 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2061613.125000 Penalty: 4852.066895
	Iteration 8F: 3 clusters Score -2061613 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2062412.125000 Penalty: 4852.066895
	Iteration 9Q: 3 clusters Score -2062412 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2062942.375000 Penalty: 4852.066895
	Iteration 10Q: 3 clusters Score -2062942 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2063252.875000 Penalty: 4852.066895
	Iteration 11Q: 3 clusters Score -2063253 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2063458.500000 Penalty: 4852.066895
	Iteration 12Q: 3 clusters Score -2063458 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2063591.750000 Penalty: 4852.066895
	Iteration 13Q: 3 clusters Score -2063592 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2063666.375000 Penalty: 4852.066895
	Iteration 14Q: 3 clusters Score -2063666 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2063715.000000 Penalty: 4852.066895
	Iteration 15Q: 3 clusters Score -2063715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2063740.250000 Penalty: 4852.066895
	Iteration 16Q: 3 clusters Score -2063740 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2063774.375000 Penalty: 4852.066895
	Iteration 17Q: 3 clusters Score -2063774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2063801.000000 Penalty: 4852.066895
	Iteration 18Q: 3 clusters Score -2063801 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2063825.375000 Penalty: 4852.066895
	Iteration 19Q: 3 clusters Score -2063825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2063852.000000 Penalty: 4852.066895
	Iteration 20F: 3 clusters Score -2063852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2063876.125000 Penalty: 4852.066895
	Iteration 21Q: 3 clusters Score -2063876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2063884.375000 Penalty: 4852.066895
	Iteration 22Q: 3 clusters Score -2063884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2063893.375000 Penalty: 4852.066895
	Iteration 23Q: 3 clusters Score -2063893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2063904.000000 Penalty: 4852.066895
	Iteration 24Q: 3 clusters Score -2063904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2063909.875000 Penalty: 4852.066895
	Iteration 25Q: 3 clusters Score -2063910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2063911.875000 Penalty: 4852.066895
	Iteration 26Q: 3 clusters Score -2063912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2063919.250000 Penalty: 4852.066895
	Iteration 27Q: 3 clusters Score -2063919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2063926.625000 Penalty: 4852.066895
	Iteration 28Q: 3 clusters Score -2063927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2063931.500000 Penalty: 4852.066895
	Iteration 29Q: 3 clusters Score -2063932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2063943.625000 Penalty: 4852.066895
	Iteration 30Q: 3 clusters Score -2063944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2063943.875000 Penalty: 4852.066895
	Iteration 31Q: 3 clusters Score -2063944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2063952.625000 Penalty: 4852.066895
	Iteration 32Q: 3 clusters Score -2063953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2063965.250000 Penalty: 4852.066895
	Iteration 33Q: 3 clusters Score -2063965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2063967.875000 Penalty: 4852.066895
	Iteration 34Q: 3 clusters Score -2063968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2063978.625000 Penalty: 4852.066895
	Iteration 35Q: 3 clusters Score -2063979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2063981.125000 Penalty: 4852.066895
	Iteration 36Q: 3 clusters Score -2063981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2063990.875000 Penalty: 4852.066895
	Iteration 37Q: 3 clusters Score -2063991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2063995.750000 Penalty: 4852.066895
	Iteration 38Q: 3 clusters Score -2063996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2064003.875000 Penalty: 4852.066895
	Iteration 39Q: 3 clusters Score -2064004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2064021.500000 Penalty: 4852.066895
	Iteration 40F: 3 clusters Score -2064022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2064042.000000 Penalty: 4852.066895
	Iteration 41Q: 3 clusters Score -2064042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2064051.750000 Penalty: 4852.066895
	Iteration 42Q: 3 clusters Score -2064052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2064057.875000 Penalty: 4852.066895
	Iteration 43Q: 3 clusters Score -2064058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2064066.875000 Penalty: 4852.066895
	Iteration 44Q: 3 clusters Score -2064067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2064075.750000 Penalty: 4852.066895
	Iteration 45Q: 3 clusters Score -2064076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2064084.000000 Penalty: 4852.066895
	Iteration 46Q: 3 clusters Score -2064084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2064096.500000 Penalty: 4852.066895
	Iteration 47Q: 3 clusters Score -2064096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2064106.500000 Penalty: 4852.066895
	Iteration 48Q: 3 clusters Score -2064106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2064132.250000 Penalty: 4852.066895
	Iteration 49Q: 3 clusters Score -2064132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2064159.625000 Penalty: 4852.066895
	Iteration 50Q: 3 clusters Score -2064160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2064192.750000 Penalty: 4852.066895
	Iteration 51Q: 3 clusters Score -2064193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2064220.500000 Penalty: 4852.066895
	Iteration 52Q: 3 clusters Score -2064220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2064253.750000 Penalty: 4852.066895
	Iteration 53Q: 3 clusters Score -2064254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2064291.875000 Penalty: 4852.066895
	Iteration 54Q: 3 clusters Score -2064292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2064333.875000 Penalty: 4852.066895
	Iteration 55Q: 3 clusters Score -2064334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2064360.625000 Penalty: 4852.066895
	Iteration 56Q: 3 clusters Score -2064361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2064375.250000 Penalty: 4852.066895
	Iteration 57Q: 3 clusters Score -2064375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2064386.000000 Penalty: 4852.066895
	Iteration 58Q: 3 clusters Score -2064386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2064391.375000 Penalty: 4852.066895
	Iteration 59Q: 3 clusters Score -2064391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2064393.250000 Penalty: 4852.066895
	Iteration 60F: 3 clusters Score -2064393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2064397.125000 Penalty: 4852.066895
	Iteration 61Q: 3 clusters Score -2064397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2064402.250000 Penalty: 4852.066895
	Iteration 62Q: 3 clusters Score -2064402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2064404.000000 Penalty: 4852.066895
	Iteration 63Q: 3 clusters Score -2064404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2064406.375000 Penalty: 4852.066895
	Iteration 64Q: 3 clusters Score -2064406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2064411.375000 Penalty: 4852.066895
	Iteration 65Q: 3 clusters Score -2064411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2064410.125000 Penalty: 4852.066895
	Iteration 66Q: 3 clusters Score -2064410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2064412.125000 Penalty: 4852.066895
	Iteration 67Q: 3 clusters Score -2064412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2064409.000000 Penalty: 4852.066895
	Iteration 68Q: 3 clusters Score -2064409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2064411.875000 Penalty: 4852.066895
	Iteration 69Q: 3 clusters Score -2064412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2064415.750000 Penalty: 4852.066895
	Iteration 70Q: 3 clusters Score -2064416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2064415.750000 Penalty: 4852.066895
	Iteration 71Q: 3 clusters Score -2064416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2064415.750000 Penalty: 4852.066895
	Iteration 72F: 3 clusters Score -2064416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Entering Unmasked Estep 
Score: -968549.062500 Penalty: 2235.733643
	Iteration 0F: 2 clusters Score -968549.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -961978.000000 Penalty: 4471.467285
	Iteration 0F: 3 clusters Score -961978 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -963790.875000 Penalty: 4471.467285
	Iteration 1F: 3 clusters Score -963790.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -964024.125000 Penalty: 4471.467285
	Iteration 2F: 3 clusters Score -964024.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -964178.187500 Penalty: 4471.467285
	Iteration 3Q: 3 clusters Score -964178.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -964292.375000 Penalty: 4471.467285
	Iteration 4Q: 3 clusters Score -964292.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -964389.625000 Penalty: 4471.467285
	Iteration 5Q: 3 clusters Score -964389.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -964475.812500 Penalty: 4471.467285
	Iteration 6Q: 3 clusters Score -964475.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -964551.125000 Penalty: 4471.467285
	Iteration 7Q: 3 clusters Score -964551.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -964630.812500 Penalty: 4471.467285
	Iteration 8Q: 3 clusters Score -964630.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -964712.625000 Penalty: 4471.467285
	Iteration 9Q: 3 clusters Score -964712.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -964780.500000 Penalty: 4471.467285
	Iteration 10Q: 3 clusters Score -964780.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -964850.000000 Penalty: 4471.467285
	Iteration 11Q: 3 clusters Score -964850 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -964935.000000 Penalty: 4471.467285
	Iteration 12Q: 3 clusters Score -964935 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -965043.375000 Penalty: 4471.467285
	Iteration 13Q: 3 clusters Score -965043.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -965186.500000 Penalty: 4471.467285
	Iteration 14Q: 3 clusters Score -965186.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -965380.687500 Penalty: 4471.467285
	Iteration 15Q: 3 clusters Score -965380.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -965581.750000 Penalty: 4471.467285
	Iteration 16Q: 3 clusters Score -965581.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -965779.875000 Penalty: 4471.467285
	Iteration 17Q: 3 clusters Score -965779.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -965997.187500 Penalty: 4471.467285
	Iteration 18Q: 3 clusters Score -965997.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -966208.375000 Penalty: 4471.467285
	Iteration 19Q: 3 clusters Score -966208.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -966360.750000 Penalty: 4471.467285
	Iteration 20F: 3 clusters Score -966360.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -966480.375000 Penalty: 4471.467285
	Iteration 21Q: 3 clusters Score -966480.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -966568.375000 Penalty: 4471.467285
	Iteration 22Q: 3 clusters Score -966568.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -966628.750000 Penalty: 4471.467285
	Iteration 23Q: 3 clusters Score -966628.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -966664.187500 Penalty: 4471.467285
	Iteration 24Q: 3 clusters Score -966664.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -966688.875000 Penalty: 4471.467285
	Iteration 25Q: 3 clusters Score -966688.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -966709.187500 Penalty: 4471.467285
	Iteration 26Q: 3 clusters Score -966709.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -966727.500000 Penalty: 4471.467285
	Iteration 27Q: 3 clusters Score -966727.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -966739.500000 Penalty: 4471.467285
	Iteration 28Q: 3 clusters Score -966739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -966746.937500 Penalty: 4471.467285
	Iteration 29Q: 3 clusters Score -966746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -966750.812500 Penalty: 4471.467285
	Iteration 30Q: 3 clusters Score -966750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -966754.187500 Penalty: 4471.467285
	Iteration 31Q: 3 clusters Score -966754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -966755.937500 Penalty: 4471.467285
	Iteration 32Q: 3 clusters Score -966755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -966755.937500 Penalty: 4471.467285
	Iteration 33F: 3 clusters Score -966755.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Entering Unmasked Estep 
Score: -5050045.500000 Penalty: 2647.453369
	Iteration 0F: 2 clusters Score -5050046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5020866.500000 Penalty: 5294.906738
	Iteration 0F: 3 clusters Score -5020866 nChanged 19714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5031576.000000 Penalty: 5294.906738
	Iteration 1F: 3 clusters Score -5031576 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5032156.500000 Penalty: 5294.906738
	Iteration 2Q: 3 clusters Score -5032156 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -5032779.500000 Penalty: 5294.906738
	Iteration 3Q: 3 clusters Score -5032780 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -5033512.000000 Penalty: 5294.906738
	Iteration 4Q: 3 clusters Score -5033512 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -5034422.500000 Penalty: 5294.906738
	Iteration 5Q: 3 clusters Score -5034422 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -5035723.500000 Penalty: 5294.906738
	Iteration 6F: 3 clusters Score -5035724 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -5037453.000000 Penalty: 5294.906738
	Iteration 7F: 3 clusters Score -5037453 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -5039353.000000 Penalty: 5294.906738
	Iteration 8F: 3 clusters Score -5039353 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5041228.500000 Penalty: 5294.906738
	Iteration 9F: 3 clusters Score -5041228 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -5042643.500000 Penalty: 5294.906738
	Iteration 10F: 3 clusters Score -5042644 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -5043490.000000 Penalty: 5294.906738
	Iteration 11Q: 3 clusters Score -5043490 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -5044029.500000 Penalty: 5294.906738
	Iteration 12Q: 3 clusters Score -5044030 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -5044395.500000 Penalty: 5294.906738
	Iteration 13Q: 3 clusters Score -5044396 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -5044698.500000 Penalty: 5294.906738
	Iteration 14Q: 3 clusters Score -5044698 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -5044927.500000 Penalty: 5294.906738
	Iteration 15Q: 3 clusters Score -5044928 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -5045112.000000 Penalty: 5294.906738
	Iteration 16Q: 3 clusters Score -5045112 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -5045336.000000 Penalty: 5294.906738
	Iteration 17Q: 3 clusters Score -5045336 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -5045493.500000 Penalty: 5294.906738
	Iteration 18Q: 3 clusters Score -5045494 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -5045683.500000 Penalty: 5294.906738
	Iteration 19Q: 3 clusters Score -5045684 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -5045828.000000 Penalty: 5294.906738
	Iteration 20F: 3 clusters Score -5045828 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -5045951.000000 Penalty: 5294.906738
	Iteration 21Q: 3 clusters Score -5045951 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -5046106.500000 Penalty: 5294.906738
	Iteration 22Q: 3 clusters Score -5046106 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -5046270.500000 Penalty: 5294.906738
	Iteration 23Q: 3 clusters Score -5046270 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5046404.500000 Penalty: 5294.906738
	Iteration 24Q: 3 clusters Score -5046404 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -5046515.000000 Penalty: 5294.906738
	Iteration 25Q: 3 clusters Score -5046515 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -5046610.000000 Penalty: 5294.906738
	Iteration 26Q: 3 clusters Score -5046610 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -5046711.500000 Penalty: 5294.906738
	Iteration 27Q: 3 clusters Score -5046712 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -5046809.500000 Penalty: 5294.906738
	Iteration 28Q: 3 clusters Score -5046810 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -5046915.000000 Penalty: 5294.906738
	Iteration 29Q: 3 clusters Score -5046915 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -5047056.000000 Penalty: 5294.906738
	Iteration 30Q: 3 clusters Score -5047056 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -5047191.000000 Penalty: 5294.906738
	Iteration 31Q: 3 clusters Score -5047191 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -5047284.500000 Penalty: 5294.906738
	Iteration 32Q: 3 clusters Score -5047284 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -5047383.000000 Penalty: 5294.906738
	Iteration 33Q: 3 clusters Score -5047383 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -5047447.500000 Penalty: 5294.906738
	Iteration 34Q: 3 clusters Score -5047448 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -5047505.500000 Penalty: 5294.906738
	Iteration 35Q: 3 clusters Score -5047506 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -5047560.000000 Penalty: 5294.906738
	Iteration 36Q: 3 clusters Score -5047560 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -5047620.500000 Penalty: 5294.906738
	Iteration 37Q: 3 clusters Score -5047620 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -5047662.500000 Penalty: 5294.906738
	Iteration 38Q: 3 clusters Score -5047662 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -5047698.500000 Penalty: 5294.906738
	Iteration 39Q: 3 clusters Score -5047698 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -5047748.500000 Penalty: 5294.906738
	Iteration 40F: 3 clusters Score -5047748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -5047784.500000 Penalty: 5294.906738
	Iteration 41Q: 3 clusters Score -5047784 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5047807.500000 Penalty: 5294.906738
	Iteration 42Q: 3 clusters Score -5047808 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5047835.000000 Penalty: 5294.906738
	Iteration 43Q: 3 clusters Score -5047835 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -5047886.000000 Penalty: 5294.906738
	Iteration 44Q: 3 clusters Score -5047886 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -5047919.500000 Penalty: 5294.906738
	Iteration 45Q: 3 clusters Score -5047920 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -5047953.000000 Penalty: 5294.906738
	Iteration 46Q: 3 clusters Score -5047953 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5048001.000000 Penalty: 5294.906738
	Iteration 47Q: 3 clusters Score -5048001 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5048000.500000 Penalty: 5294.906738
	Iteration 48Q: 3 clusters Score -5048000 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5048029.500000 Penalty: 5294.906738
	Iteration 49Q: 3 clusters Score -5048030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5048043.000000 Penalty: 5294.906738
	Iteration 50Q: 3 clusters Score -5048043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5048049.000000 Penalty: 5294.906738
	Iteration 51Q: 3 clusters Score -5048049 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5048075.000000 Penalty: 5294.906738
	Iteration 52Q: 3 clusters Score -5048075 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5048089.500000 Penalty: 5294.906738
	Iteration 53Q: 3 clusters Score -5048090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5048099.500000 Penalty: 5294.906738
	Iteration 54Q: 3 clusters Score -5048100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -5048102.000000 Penalty: 5294.906738
	Iteration 55Q: 3 clusters Score -5048102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5048116.000000 Penalty: 5294.906738
	Iteration 56Q: 3 clusters Score -5048116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5048123.000000 Penalty: 5294.906738
	Iteration 57Q: 3 clusters Score -5048123 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5048125.000000 Penalty: 5294.906738
	Iteration 58Q: 3 clusters Score -5048125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5048134.500000 Penalty: 5294.906738
	Iteration 59Q: 3 clusters Score -5048134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5048140.000000 Penalty: 5294.906738
	Iteration 60F: 3 clusters Score -5048140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5048153.000000 Penalty: 5294.906738
	Iteration 61Q: 3 clusters Score -5048153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5048152.000000 Penalty: 5294.906738
	Iteration 62Q: 3 clusters Score -5048152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5048168.500000 Penalty: 5294.906738
	Iteration 63Q: 3 clusters Score -5048168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5048161.000000 Penalty: 5294.906738
	Iteration 64Q: 3 clusters Score -5048161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5048160.000000 Penalty: 5294.906738
	Iteration 65Q: 3 clusters Score -5048160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5048170.000000 Penalty: 5294.906738
	Iteration 66Q: 3 clusters Score -5048170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5048179.000000 Penalty: 5294.906738
	Iteration 67Q: 3 clusters Score -5048179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5048176.000000 Penalty: 5294.906738
	Iteration 68Q: 3 clusters Score -5048176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5048180.500000 Penalty: 5294.906738
	Iteration 69Q: 3 clusters Score -5048180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5048177.500000 Penalty: 5294.906738
	Iteration 70Q: 3 clusters Score -5048178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5048180.000000 Penalty: 5294.906738
	Iteration 71Q: 3 clusters Score -5048180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5048187.000000 Penalty: 5294.906738
	Iteration 72Q: 3 clusters Score -5048187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5048191.500000 Penalty: 5294.906738
	Iteration 73Q: 3 clusters Score -5048192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5048193.500000 Penalty: 5294.906738
	Iteration 74Q: 3 clusters Score -5048194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5048186.500000 Penalty: 5294.906738
	Iteration 75Q: 3 clusters Score -5048186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5048192.000000 Penalty: 5294.906738
	Iteration 76Q: 3 clusters Score -5048192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5048197.500000 Penalty: 5294.906738
	Iteration 77Q: 3 clusters Score -5048198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5048194.000000 Penalty: 5294.906738
	Iteration 78Q: 3 clusters Score -5048194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5048198.000000 Penalty: 5294.906738
	Iteration 79Q: 3 clusters Score -5048198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5048199.000000 Penalty: 5294.906738
	Iteration 80F: 3 clusters Score -5048199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5048209.500000 Penalty: 5294.906738
	Iteration 81Q: 3 clusters Score -5048210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5048207.500000 Penalty: 5294.906738
	Iteration 82Q: 3 clusters Score -5048208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5048207.000000 Penalty: 5294.906738
	Iteration 83Q: 3 clusters Score -5048207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5048202.500000 Penalty: 5294.906738
	Iteration 84Q: 3 clusters Score -5048202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5048208.000000 Penalty: 5294.906738
	Iteration 85Q: 3 clusters Score -5048208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5048205.500000 Penalty: 5294.906738
	Iteration 86Q: 3 clusters Score -5048206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5048205.500000 Penalty: 5294.906738
	Iteration 87Q: 3 clusters Score -5048206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5048202.500000 Penalty: 5294.906738
	Iteration 88Q: 3 clusters Score -5048202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5048200.000000 Penalty: 5294.906738
	Iteration 89Q: 3 clusters Score -5048200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5048206.500000 Penalty: 5294.906738
	Iteration 90Q: 3 clusters Score -5048206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5048204.000000 Penalty: 5294.906738
	Iteration 91Q: 3 clusters Score -5048204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5048207.500000 Penalty: 5294.906738
	Iteration 92Q: 3 clusters Score -5048208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5048203.500000 Penalty: 5294.906738
	Iteration 93Q: 3 clusters Score -5048204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5048205.000000 Penalty: 5294.906738
	Iteration 94Q: 3 clusters Score -5048205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5048201.000000 Penalty: 5294.906738
	Iteration 95Q: 3 clusters Score -5048201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5048201.000000 Penalty: 5294.906738
	Iteration 96Q: 3 clusters Score -5048201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5048207.500000 Penalty: 5294.906738
	Iteration 97Q: 3 clusters Score -5048208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5048204.500000 Penalty: 5294.906738
	Iteration 98Q: 3 clusters Score -5048204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5048199.000000 Penalty: 5294.906738
	Iteration 99Q: 3 clusters Score -5048199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5048196.500000 Penalty: 5294.906738
	Iteration 100F: 3 clusters Score -5048196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5048198.500000 Penalty: 5294.906738
	Iteration 101Q: 3 clusters Score -5048198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5048199.000000 Penalty: 5294.906738
	Iteration 102Q: 3 clusters Score -5048199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5048201.500000 Penalty: 5294.906738
	Iteration 103Q: 3 clusters Score -5048202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5048201.500000 Penalty: 5294.906738
	Iteration 104F: 3 clusters Score -5048202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Entering Unmasked Estep 
Score: -928102.625000 Penalty: 2192.499756
	Iteration 0F: 2 clusters Score -928102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -922648.562500 Penalty: 4384.999512
	Iteration 0F: 3 clusters Score -922648.6 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -927751.437500 Penalty: 4384.999512
	Iteration 1F: 3 clusters Score -927751.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -931535.312500 Penalty: 4384.999512
	Iteration 2F: 3 clusters Score -931535.3 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -933707.375000 Penalty: 4384.999512
	Iteration 3F: 3 clusters Score -933707.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -934480.687500 Penalty: 4384.999512
	Iteration 4F: 3 clusters Score -934480.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -934942.687500 Penalty: 4384.999512
	Iteration 5Q: 3 clusters Score -934942.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -935204.687500 Penalty: 4384.999512
	Iteration 6Q: 3 clusters Score -935204.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -935383.312500 Penalty: 4384.999512
	Iteration 7Q: 3 clusters Score -935383.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -935499.312500 Penalty: 4384.999512
	Iteration 8Q: 3 clusters Score -935499.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -935575.250000 Penalty: 4384.999512
	Iteration 9Q: 3 clusters Score -935575.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -935668.187500 Penalty: 4384.999512
	Iteration 10Q: 3 clusters Score -935668.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -935906.812500 Penalty: 4384.999512
	Iteration 11Q: 3 clusters Score -935906.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -936293.250000 Penalty: 4384.999512
	Iteration 12Q: 3 clusters Score -936293.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -936566.375000 Penalty: 4384.999512
	Iteration 13Q: 3 clusters Score -936566.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -936718.375000 Penalty: 4384.999512
	Iteration 14Q: 3 clusters Score -936718.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -936783.625000 Penalty: 4384.999512
	Iteration 15Q: 3 clusters Score -936783.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -936812.250000 Penalty: 4384.999512
	Iteration 16Q: 3 clusters Score -936812.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -936831.062500 Penalty: 4384.999512
	Iteration 17Q: 3 clusters Score -936831.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -936852.187500 Penalty: 4384.999512
	Iteration 18Q: 3 clusters Score -936852.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -936918.687500 Penalty: 4384.999512
	Iteration 19Q: 3 clusters Score -936918.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -937064.812500 Penalty: 4384.999512
	Iteration 20F: 3 clusters Score -937064.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -937224.625000 Penalty: 4384.999512
	Iteration 21Q: 3 clusters Score -937224.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -937298.125000 Penalty: 4384.999512
	Iteration 22Q: 3 clusters Score -937298.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -937317.875000 Penalty: 4384.999512
	Iteration 23Q: 3 clusters Score -937317.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -937343.812500 Penalty: 4384.999512
	Iteration 24Q: 3 clusters Score -937343.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -937363.625000 Penalty: 4384.999512
	Iteration 25Q: 3 clusters Score -937363.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -937395.562500 Penalty: 4384.999512
	Iteration 26Q: 3 clusters Score -937395.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -937408.437500 Penalty: 4384.999512
	Iteration 27Q: 3 clusters Score -937408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -937421.875000 Penalty: 4384.999512
	Iteration 28Q: 3 clusters Score -937421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -937436.500000 Penalty: 4384.999512
	Iteration 29Q: 3 clusters Score -937436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -937450.562500 Penalty: 4384.999512
	Iteration 30Q: 3 clusters Score -937450.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -937473.312500 Penalty: 4384.999512
	Iteration 31Q: 3 clusters Score -937473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -937487.312500 Penalty: 4384.999512
	Iteration 32Q: 3 clusters Score -937487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -937512.687500 Penalty: 4384.999512
	Iteration 33Q: 3 clusters Score -937512.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -937518.000000 Penalty: 4384.999512
	Iteration 34Q: 3 clusters Score -937518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -937532.250000 Penalty: 4384.999512
	Iteration 35Q: 3 clusters Score -937532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -937530.437500 Penalty: 4384.999512
	Iteration 36Q: 3 clusters Score -937530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -937530.500000 Penalty: 4384.999512
	Iteration 37Q: 3 clusters Score -937530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -937531.437500 Penalty: 4384.999512
	Iteration 38Q: 3 clusters Score -937531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -937588.562500 Penalty: 4384.999512
	Iteration 39F: 3 clusters Score -937588.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -937734.000000 Penalty: 4384.999512
	Iteration 40F: 3 clusters Score -937734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -937835.125000 Penalty: 4384.999512
	Iteration 41Q: 3 clusters Score -937835.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -937886.125000 Penalty: 4384.999512
	Iteration 42Q: 3 clusters Score -937886.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -937923.812500 Penalty: 4384.999512
	Iteration 43Q: 3 clusters Score -937923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -937936.625000 Penalty: 4384.999512
	Iteration 44Q: 3 clusters Score -937936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -937955.062500 Penalty: 4384.999512
	Iteration 45Q: 3 clusters Score -937955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -937972.125000 Penalty: 4384.999512
	Iteration 46Q: 3 clusters Score -937972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -937972.562500 Penalty: 4384.999512
	Iteration 47Q: 3 clusters Score -937972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -937977.125000 Penalty: 4384.999512
	Iteration 48Q: 3 clusters Score -937977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -937980.000000 Penalty: 4384.999512
	Iteration 49Q: 3 clusters Score -937980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -937983.500000 Penalty: 4384.999512
	Iteration 50Q: 3 clusters Score -937983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -937989.562500 Penalty: 4384.999512
	Iteration 51Q: 3 clusters Score -937989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -938007.812500 Penalty: 4384.999512
	Iteration 52Q: 3 clusters Score -938007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -938015.312500 Penalty: 4384.999512
	Iteration 53Q: 3 clusters Score -938015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -938024.000000 Penalty: 4384.999512
	Iteration 54Q: 3 clusters Score -938024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -938037.875000 Penalty: 4384.999512
	Iteration 55Q: 3 clusters Score -938037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -938042.312500 Penalty: 4384.999512
	Iteration 56Q: 3 clusters Score -938042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -938131.562500 Penalty: 4384.999512
	Iteration 57F: 3 clusters Score -938131.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -938251.062500 Penalty: 4384.999512
	Iteration 58Q: 3 clusters Score -938251.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -938294.125000 Penalty: 4384.999512
	Iteration 59Q: 3 clusters Score -938294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -938368.125000 Penalty: 4384.999512
	Iteration 60F: 3 clusters Score -938368.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -938614.625000 Penalty: 4384.999512
	Iteration 61Q: 3 clusters Score -938614.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -939053.562500 Penalty: 4384.999512
	Iteration 62Q: 3 clusters Score -939053.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -939740.437500 Penalty: 4384.999512
	Iteration 63Q: 3 clusters Score -939740.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -941116.062500 Penalty: 4384.999512
	Iteration 64Q: 3 clusters Score -941116.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -941913.000000 Penalty: 4384.999512
	Iteration 65Q: 3 clusters Score -941913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -941918.125000 Penalty: 4384.999512
	Iteration 66Q: 3 clusters Score -941918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -941927.000000 Penalty: 4384.999512
	Iteration 67Q: 3 clusters Score -941927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -941932.187500 Penalty: 4384.999512
	Iteration 68Q: 3 clusters Score -941932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -941935.625000 Penalty: 4384.999512
	Iteration 69Q: 3 clusters Score -941935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -941934.187500 Penalty: 4384.999512
	Iteration 70Q: 3 clusters Score -941934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -941932.062500 Penalty: 4384.999512
	Iteration 71Q: 3 clusters Score -941932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -941939.625000 Penalty: 4384.999512
	Iteration 72Q: 3 clusters Score -941939.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -941940.875000 Penalty: 4384.999512
	Iteration 73F: 3 clusters Score -941940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -941942.250000 Penalty: 4384.999512
	Iteration 74Q: 3 clusters Score -941942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -941958.562500 Penalty: 4384.999512
	Iteration 75Q: 3 clusters Score -941958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -941962.000000 Penalty: 4384.999512
	Iteration 76Q: 3 clusters Score -941962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -941966.812500 Penalty: 4384.999512
	Iteration 77Q: 3 clusters Score -941966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -941973.625000 Penalty: 4384.999512
	Iteration 78Q: 3 clusters Score -941973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -941967.687500 Penalty: 4384.999512
	Iteration 79Q: 3 clusters Score -941967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -941968.562500 Penalty: 4384.999512
	Iteration 80F: 3 clusters Score -941968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -941974.687500 Penalty: 4384.999512
	Iteration 81Q: 3 clusters Score -941974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -941978.062500 Penalty: 4384.999512
	Iteration 82Q: 3 clusters Score -941978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -941967.437500 Penalty: 4384.999512
	Iteration 83Q: 3 clusters Score -941967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -941972.875000 Penalty: 4384.999512
	Iteration 84Q: 3 clusters Score -941972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -941972.875000 Penalty: 4384.999512
	Iteration 85F: 3 clusters Score -941972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Mstep: Class 46 contains 7148 members 
Mstep: Class 47 contains 7762 members 
Mstep: Class 48 contains 3270 members 
Entering Unmasked Estep 
Score: -133694576.000000 Penalty: 166411.812500
Splitting cluster 27 changes total score from -133648264.000000 to -133694576.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 28 (10310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Entering Unmasked Estep 
Score: -1178511.375000 Penalty: 2291.735596
	Iteration 0F: 2 clusters Score -1178511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1170592.375000 Penalty: 4583.471191
	Iteration 0F: 3 clusters Score -1170592 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1172819.250000 Penalty: 4583.471191
	Iteration 1F: 3 clusters Score -1172819 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1173160.000000 Penalty: 4583.471191
	Iteration 2F: 3 clusters Score -1173160 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1173486.625000 Penalty: 4583.471191
	Iteration 3F: 3 clusters Score -1173487 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1173851.500000 Penalty: 4583.471191
	Iteration 4F: 3 clusters Score -1173852 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1174199.500000 Penalty: 4583.471191
	Iteration 5Q: 3 clusters Score -1174200 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1174571.500000 Penalty: 4583.471191
	Iteration 6Q: 3 clusters Score -1174572 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1175070.500000 Penalty: 4583.471191
	Iteration 7F: 3 clusters Score -1175070 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1175791.250000 Penalty: 4583.471191
	Iteration 8F: 3 clusters Score -1175791 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1176717.500000 Penalty: 4583.471191
	Iteration 9F: 3 clusters Score -1176718 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1177668.250000 Penalty: 4583.471191
	Iteration 10F: 3 clusters Score -1177668 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1178392.750000 Penalty: 4583.471191
	Iteration 11F: 3 clusters Score -1178393 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1178817.250000 Penalty: 4583.471191
	Iteration 12Q: 3 clusters Score -1178817 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1179047.750000 Penalty: 4583.471191
	Iteration 13Q: 3 clusters Score -1179048 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1179163.875000 Penalty: 4583.471191
	Iteration 14Q: 3 clusters Score -1179164 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1179233.000000 Penalty: 4583.471191
	Iteration 15Q: 3 clusters Score -1179233 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1179277.125000 Penalty: 4583.471191
	Iteration 16Q: 3 clusters Score -1179277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1179300.000000 Penalty: 4583.471191
	Iteration 17Q: 3 clusters Score -1179300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1179310.125000 Penalty: 4583.471191
	Iteration 18Q: 3 clusters Score -1179310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1179321.125000 Penalty: 4583.471191
	Iteration 19Q: 3 clusters Score -1179321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1179322.125000 Penalty: 4583.471191
	Iteration 20F: 3 clusters Score -1179322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1179324.750000 Penalty: 4583.471191
	Iteration 21Q: 3 clusters Score -1179325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1179330.375000 Penalty: 4583.471191
	Iteration 22Q: 3 clusters Score -1179330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1179336.375000 Penalty: 4583.471191
	Iteration 23Q: 3 clusters Score -1179336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1179341.125000 Penalty: 4583.471191
	Iteration 24Q: 3 clusters Score -1179341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1179344.000000 Penalty: 4583.471191
	Iteration 25Q: 3 clusters Score -1179344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1179346.875000 Penalty: 4583.471191
	Iteration 26Q: 3 clusters Score -1179347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1179348.750000 Penalty: 4583.471191
	Iteration 27Q: 3 clusters Score -1179349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1179351.625000 Penalty: 4583.471191
	Iteration 28Q: 3 clusters Score -1179352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1179352.250000 Penalty: 4583.471191
	Iteration 29Q: 3 clusters Score -1179352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1179353.000000 Penalty: 4583.471191
	Iteration 30Q: 3 clusters Score -1179353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1179356.000000 Penalty: 4583.471191
	Iteration 31Q: 3 clusters Score -1179356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1179356.625000 Penalty: 4583.471191
	Iteration 32Q: 3 clusters Score -1179357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1179357.000000 Penalty: 4583.471191
	Iteration 33Q: 3 clusters Score -1179357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1179356.750000 Penalty: 4583.471191
	Iteration 34Q: 3 clusters Score -1179357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1179356.750000 Penalty: 4583.471191
	Iteration 35F: 3 clusters Score -1179357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 174152 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Mstep: Class 46 contains 7148 members 
Mstep: Class 47 contains 7762 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 4323 members 
Entering Unmasked Estep 
Score: -133694344.000000 Penalty: 169878.718750
Splitting cluster 28 changes total score from -133648264.000000 to -133694344.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 29 (174152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174152 members 
Entering Unmasked Estep 
Score: -20573304.000000 Penalty: 2992.785645
	Iteration 0F: 2 clusters Score -2.05733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -20457978.000000 Penalty: 5985.571289
	Iteration 0F: 3 clusters Score -2.045798e+07 nChanged 83477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -20506764.000000 Penalty: 5985.571289
	Iteration 1F: 3 clusters Score -2.050676e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -20508302.000000 Penalty: 5985.571289
	Iteration 2Q: 3 clusters Score -2.05083e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -20510214.000000 Penalty: 5985.571289
	Iteration 3Q: 3 clusters Score -2.051021e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -20512720.000000 Penalty: 5985.571289
	Iteration 4Q: 3 clusters Score -2.051272e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -20516114.000000 Penalty: 5985.571289
	Iteration 5Q: 3 clusters Score -2.051611e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100226 members 
Mstep: Class 2 contains 73926 members 
Entering Unmasked Estep 
Score: -20520374.000000 Penalty: 5985.571289
	Iteration 6F: 3 clusters Score -2.052037e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -20524888.000000 Penalty: 5985.571289
	Iteration 7F: 3 clusters Score -2.052489e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113104 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -20529732.000000 Penalty: 5985.571289
	Iteration 8F: 3 clusters Score -2.052973e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120702 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -20534460.000000 Penalty: 5985.571289
	Iteration 9F: 3 clusters Score -2.053446e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128916 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -20539394.000000 Penalty: 5985.571289
	Iteration 10F: 3 clusters Score -2.053939e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137459 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -20545112.000000 Penalty: 5985.571289
	Iteration 11F: 3 clusters Score -2.054511e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145870 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -20551594.000000 Penalty: 5985.571289
	Iteration 12Q: 3 clusters Score -2.055159e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -20558514.000000 Penalty: 5985.571289
	Iteration 13Q: 3 clusters Score -2.055851e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -20564660.000000 Penalty: 5985.571289
	Iteration 14Q: 3 clusters Score -2.056466e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163312 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -20568998.000000 Penalty: 5985.571289
	Iteration 15Q: 3 clusters Score -2.0569e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165004 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -20571508.000000 Penalty: 5985.571289
	Iteration 16Q: 3 clusters Score -2.057151e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165856 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -20572504.000000 Penalty: 5985.571289
	Iteration 17Q: 3 clusters Score -2.05725e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166412 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -20572970.000000 Penalty: 5985.571289
	Iteration 18Q: 3 clusters Score -2.057297e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166815 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -20573184.000000 Penalty: 5985.571289
	Iteration 19Q: 3 clusters Score -2.057318e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -20573324.000000 Penalty: 5985.571289
	Iteration 20F: 3 clusters Score -2.057332e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -20573406.000000 Penalty: 5985.571289
	Iteration 21Q: 3 clusters Score -2.057341e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167696 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -20573420.000000 Penalty: 5985.571289
	Iteration 22Q: 3 clusters Score -2.057342e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167899 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -20573506.000000 Penalty: 5985.571289
	Iteration 23Q: 3 clusters Score -2.057351e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -20573500.000000 Penalty: 5985.571289
	Iteration 24Q: 3 clusters Score -2.05735e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168184 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -20573510.000000 Penalty: 5985.571289
	Iteration 25Q: 3 clusters Score -2.057351e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168290 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -20573508.000000 Penalty: 5985.571289
	Iteration 26Q: 3 clusters Score -2.057351e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168380 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -20573494.000000 Penalty: 5985.571289
	Iteration 27Q: 3 clusters Score -2.057349e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -20573482.000000 Penalty: 5985.571289
	Iteration 28Q: 3 clusters Score -2.057348e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168550 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -20573492.000000 Penalty: 5985.571289
	Iteration 29Q: 3 clusters Score -2.057349e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168596 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -20573508.000000 Penalty: 5985.571289
	Iteration 30Q: 3 clusters Score -2.057351e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168632 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -20573514.000000 Penalty: 5985.571289
	Iteration 31Q: 3 clusters Score -2.057351e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -20573536.000000 Penalty: 5985.571289
	Iteration 32Q: 3 clusters Score -2.057354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168685 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -20573518.000000 Penalty: 5985.571289
	Iteration 33Q: 3 clusters Score -2.057352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168703 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -20573502.000000 Penalty: 5985.571289
	Iteration 34Q: 3 clusters Score -2.05735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168719 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -20573496.000000 Penalty: 5985.571289
	Iteration 35Q: 3 clusters Score -2.05735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -20573496.000000 Penalty: 5985.571289
	Iteration 36Q: 3 clusters Score -2.05735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168747 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -20573510.000000 Penalty: 5985.571289
	Iteration 37Q: 3 clusters Score -2.057351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -20573500.000000 Penalty: 5985.571289
	Iteration 38Q: 3 clusters Score -2.05735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168776 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -20573518.000000 Penalty: 5985.571289
	Iteration 39Q: 3 clusters Score -2.057352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168791 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -20573510.000000 Penalty: 5985.571289
	Iteration 40F: 3 clusters Score -2.057351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -20573516.000000 Penalty: 5985.571289
	Iteration 41Q: 3 clusters Score -2.057352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -20573520.000000 Penalty: 5985.571289
	Iteration 42Q: 3 clusters Score -2.057352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168814 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -20573510.000000 Penalty: 5985.571289
	Iteration 43Q: 3 clusters Score -2.057351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168816 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -20573514.000000 Penalty: 5985.571289
	Iteration 44Q: 3 clusters Score -2.057351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168816 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -20573514.000000 Penalty: 5985.571289
	Iteration 45F: 3 clusters Score -2.057351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 168816 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Mstep: Class 46 contains 7148 members 
Mstep: Class 47 contains 7762 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 5336 members 
Entering Unmasked Estep 
Score: -133693880.000000 Penalty: 173345.625000
Splitting cluster 29 changes total score from -133648264.000000 to -133693880.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 30 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -92054.671875 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -92054.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -90411.406250 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -90411.41 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -91956.312500 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -91956.31 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -93806.117188 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -93806.12 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -95093.703125 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -95093.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -95388.679688 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -95388.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -95470.500000 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -95470.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -95519.851562 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -95519.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -95544.921875 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -95544.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -95546.289062 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -95546.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -95546.289062 Penalty: 3509.601318
	Iteration 9F: 3 clusters Score -95546.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 168816 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 16308 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Mstep: Class 46 contains 7148 members 
Mstep: Class 47 contains 7762 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 5336 members 
Mstep: Class 51 contains 755 members 
Entering Unmasked Estep 
Score: -133695848.000000 Penalty: 176812.546875
Splitting cluster 30 changes total score from -133648264.000000 to -133695848.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 31 (16308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Entering Unmasked Estep 
Score: -1822460.000000 Penalty: 2405.454102
	Iteration 0F: 2 clusters Score -1822460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1810766.000000 Penalty: 4810.908203
	Iteration 0F: 3 clusters Score -1810766 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1815053.875000 Penalty: 4810.908203
	Iteration 1F: 3 clusters Score -1815054 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1816404.125000 Penalty: 4810.908203
	Iteration 2F: 3 clusters Score -1816404 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1817929.750000 Penalty: 4810.908203
	Iteration 3F: 3 clusters Score -1817930 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1819170.625000 Penalty: 4810.908203
	Iteration 4F: 3 clusters Score -1819171 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1820013.000000 Penalty: 4810.908203
	Iteration 5F: 3 clusters Score -1820013 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1820473.000000 Penalty: 4810.908203
	Iteration 6Q: 3 clusters Score -1820473 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1820704.125000 Penalty: 4810.908203
	Iteration 7Q: 3 clusters Score -1820704 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1820833.125000 Penalty: 4810.908203
	Iteration 8Q: 3 clusters Score -1820833 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1820913.625000 Penalty: 4810.908203
	Iteration 9Q: 3 clusters Score -1820914 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1820977.875000 Penalty: 4810.908203
	Iteration 10Q: 3 clusters Score -1820978 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1821015.750000 Penalty: 4810.908203
	Iteration 11Q: 3 clusters Score -1821016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1821046.000000 Penalty: 4810.908203
	Iteration 12Q: 3 clusters Score -1821046 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1821075.625000 Penalty: 4810.908203
	Iteration 13Q: 3 clusters Score -1821076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1821091.125000 Penalty: 4810.908203
	Iteration 14Q: 3 clusters Score -1821091 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1821116.375000 Penalty: 4810.908203
	Iteration 15Q: 3 clusters Score -1821116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1821134.250000 Penalty: 4810.908203
	Iteration 16Q: 3 clusters Score -1821134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1821148.375000 Penalty: 4810.908203
	Iteration 17Q: 3 clusters Score -1821148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1821161.875000 Penalty: 4810.908203
	Iteration 18Q: 3 clusters Score -1821162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1821167.875000 Penalty: 4810.908203
	Iteration 19Q: 3 clusters Score -1821168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1821171.500000 Penalty: 4810.908203
	Iteration 20F: 3 clusters Score -1821172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1821186.875000 Penalty: 4810.908203
	Iteration 21Q: 3 clusters Score -1821187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1821203.375000 Penalty: 4810.908203
	Iteration 22Q: 3 clusters Score -1821203 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1821225.875000 Penalty: 4810.908203
	Iteration 23Q: 3 clusters Score -1821226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1821255.250000 Penalty: 4810.908203
	Iteration 24Q: 3 clusters Score -1821255 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1821273.500000 Penalty: 4810.908203
	Iteration 25Q: 3 clusters Score -1821274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1821299.500000 Penalty: 4810.908203
	Iteration 26Q: 3 clusters Score -1821300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1821327.375000 Penalty: 4810.908203
	Iteration 27Q: 3 clusters Score -1821327 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1821357.000000 Penalty: 4810.908203
	Iteration 28Q: 3 clusters Score -1821357 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1821388.000000 Penalty: 4810.908203
	Iteration 29Q: 3 clusters Score -1821388 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1821427.875000 Penalty: 4810.908203
	Iteration 30Q: 3 clusters Score -1821428 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1821466.500000 Penalty: 4810.908203
	Iteration 31Q: 3 clusters Score -1821466 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1821507.875000 Penalty: 4810.908203
	Iteration 32Q: 3 clusters Score -1821508 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1821552.875000 Penalty: 4810.908203
	Iteration 33Q: 3 clusters Score -1821553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1821582.625000 Penalty: 4810.908203
	Iteration 34Q: 3 clusters Score -1821583 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1821615.750000 Penalty: 4810.908203
	Iteration 35Q: 3 clusters Score -1821616 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1821647.625000 Penalty: 4810.908203
	Iteration 36Q: 3 clusters Score -1821648 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1821676.875000 Penalty: 4810.908203
	Iteration 37Q: 3 clusters Score -1821677 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1821708.125000 Penalty: 4810.908203
	Iteration 38Q: 3 clusters Score -1821708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1821735.125000 Penalty: 4810.908203
	Iteration 39Q: 3 clusters Score -1821735 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1821756.500000 Penalty: 4810.908203
	Iteration 40F: 3 clusters Score -1821756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1821785.500000 Penalty: 4810.908203
	Iteration 41Q: 3 clusters Score -1821786 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1821809.125000 Penalty: 4810.908203
	Iteration 42Q: 3 clusters Score -1821809 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1821833.625000 Penalty: 4810.908203
	Iteration 43Q: 3 clusters Score -1821834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1821860.750000 Penalty: 4810.908203
	Iteration 44Q: 3 clusters Score -1821861 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1821882.250000 Penalty: 4810.908203
	Iteration 45Q: 3 clusters Score -1821882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1821906.375000 Penalty: 4810.908203
	Iteration 46Q: 3 clusters Score -1821906 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1821931.500000 Penalty: 4810.908203
	Iteration 47Q: 3 clusters Score -1821932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1821951.625000 Penalty: 4810.908203
	Iteration 48Q: 3 clusters Score -1821952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1821972.375000 Penalty: 4810.908203
	Iteration 49Q: 3 clusters Score -1821972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1822004.750000 Penalty: 4810.908203
	Iteration 50Q: 3 clusters Score -1822005 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1822023.375000 Penalty: 4810.908203
	Iteration 51Q: 3 clusters Score -1822023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1822042.375000 Penalty: 4810.908203
	Iteration 52Q: 3 clusters Score -1822042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1822055.875000 Penalty: 4810.908203
	Iteration 53Q: 3 clusters Score -1822056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1822067.750000 Penalty: 4810.908203
	Iteration 54Q: 3 clusters Score -1822068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1822086.250000 Penalty: 4810.908203
	Iteration 55Q: 3 clusters Score -1822086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1822099.375000 Penalty: 4810.908203
	Iteration 56Q: 3 clusters Score -1822099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1822107.000000 Penalty: 4810.908203
	Iteration 57Q: 3 clusters Score -1822107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1822115.250000 Penalty: 4810.908203
	Iteration 58Q: 3 clusters Score -1822115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1822117.500000 Penalty: 4810.908203
	Iteration 59Q: 3 clusters Score -1822118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1822127.000000 Penalty: 4810.908203
	Iteration 60F: 3 clusters Score -1822127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1822135.750000 Penalty: 4810.908203
	Iteration 61Q: 3 clusters Score -1822136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1822140.375000 Penalty: 4810.908203
	Iteration 62Q: 3 clusters Score -1822140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1822148.875000 Penalty: 4810.908203
	Iteration 63Q: 3 clusters Score -1822149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1822152.750000 Penalty: 4810.908203
	Iteration 64Q: 3 clusters Score -1822153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1822154.375000 Penalty: 4810.908203
	Iteration 65Q: 3 clusters Score -1822154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1822157.750000 Penalty: 4810.908203
	Iteration 66Q: 3 clusters Score -1822158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1822169.250000 Penalty: 4810.908203
	Iteration 67Q: 3 clusters Score -1822169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1822182.875000 Penalty: 4810.908203
	Iteration 68Q: 3 clusters Score -1822183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1822191.375000 Penalty: 4810.908203
	Iteration 69Q: 3 clusters Score -1822191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1822197.000000 Penalty: 4810.908203
	Iteration 70Q: 3 clusters Score -1822197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1822207.875000 Penalty: 4810.908203
	Iteration 71Q: 3 clusters Score -1822208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1822210.750000 Penalty: 4810.908203
	Iteration 72Q: 3 clusters Score -1822211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1822216.500000 Penalty: 4810.908203
	Iteration 73Q: 3 clusters Score -1822216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1822220.750000 Penalty: 4810.908203
	Iteration 74Q: 3 clusters Score -1822221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1822228.625000 Penalty: 4810.908203
	Iteration 75Q: 3 clusters Score -1822229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1822244.000000 Penalty: 4810.908203
	Iteration 76Q: 3 clusters Score -1822244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1822246.500000 Penalty: 4810.908203
	Iteration 77Q: 3 clusters Score -1822246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1822253.750000 Penalty: 4810.908203
	Iteration 78Q: 3 clusters Score -1822254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1822260.875000 Penalty: 4810.908203
	Iteration 79Q: 3 clusters Score -1822261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1822270.500000 Penalty: 4810.908203
	Iteration 80F: 3 clusters Score -1822270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1822285.875000 Penalty: 4810.908203
	Iteration 81Q: 3 clusters Score -1822286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1822311.750000 Penalty: 4810.908203
	Iteration 82Q: 3 clusters Score -1822312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1822362.500000 Penalty: 4810.908203
	Iteration 83Q: 3 clusters Score -1822362 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1822498.625000 Penalty: 4810.908203
	Iteration 84Q: 3 clusters Score -1822499 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1822775.750000 Penalty: 4810.908203
	Iteration 85Q: 3 clusters Score -1822776 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1823181.250000 Penalty: 4810.908203
	Iteration 86Q: 3 clusters Score -1823181 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1823672.250000 Penalty: 4810.908203
	Iteration 87Q: 3 clusters Score -1823672 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1823993.500000 Penalty: 4810.908203
	Iteration 88Q: 3 clusters Score -1823994 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1824282.375000 Penalty: 4810.908203
	Iteration 89Q: 3 clusters Score -1824282 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1824500.250000 Penalty: 4810.908203
	Iteration 90Q: 3 clusters Score -1824500 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1824634.125000 Penalty: 4810.908203
	Iteration 91Q: 3 clusters Score -1824634 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1824725.250000 Penalty: 4810.908203
	Iteration 92Q: 3 clusters Score -1824725 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1824788.875000 Penalty: 4810.908203
	Iteration 93Q: 3 clusters Score -1824789 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1824830.500000 Penalty: 4810.908203
	Iteration 94Q: 3 clusters Score -1824830 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1824859.750000 Penalty: 4810.908203
	Iteration 95Q: 3 clusters Score -1824860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1824886.250000 Penalty: 4810.908203
	Iteration 96Q: 3 clusters Score -1824886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1824900.875000 Penalty: 4810.908203
	Iteration 97Q: 3 clusters Score -1824901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1824904.000000 Penalty: 4810.908203
	Iteration 98Q: 3 clusters Score -1824904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1824906.500000 Penalty: 4810.908203
	Iteration 99Q: 3 clusters Score -1824906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1824915.375000 Penalty: 4810.908203
	Iteration 100F: 3 clusters Score -1824915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1824920.125000 Penalty: 4810.908203
	Iteration 101Q: 3 clusters Score -1824920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1824922.500000 Penalty: 4810.908203
	Iteration 102Q: 3 clusters Score -1824922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1824925.750000 Penalty: 4810.908203
	Iteration 103Q: 3 clusters Score -1824926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1824927.750000 Penalty: 4810.908203
	Iteration 104Q: 3 clusters Score -1824928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1824935.375000 Penalty: 4810.908203
	Iteration 105Q: 3 clusters Score -1824935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1824935.250000 Penalty: 4810.908203
	Iteration 106Q: 3 clusters Score -1824935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1824937.375000 Penalty: 4810.908203
	Iteration 107Q: 3 clusters Score -1824937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1824939.500000 Penalty: 4810.908203
	Iteration 108Q: 3 clusters Score -1824940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1824938.625000 Penalty: 4810.908203
	Iteration 109Q: 3 clusters Score -1824939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1824937.000000 Penalty: 4810.908203
	Iteration 110Q: 3 clusters Score -1824937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1824941.000000 Penalty: 4810.908203
	Iteration 111Q: 3 clusters Score -1824941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1824938.125000 Penalty: 4810.908203
	Iteration 112Q: 3 clusters Score -1824938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1824939.875000 Penalty: 4810.908203
	Iteration 113Q: 3 clusters Score -1824940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1824937.000000 Penalty: 4810.908203
	Iteration 114Q: 3 clusters Score -1824937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1824936.375000 Penalty: 4810.908203
	Iteration 115Q: 3 clusters Score -1824936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1824940.125000 Penalty: 4810.908203
	Iteration 116Q: 3 clusters Score -1824940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1824941.000000 Penalty: 4810.908203
	Iteration 117Q: 3 clusters Score -1824941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1824938.750000 Penalty: 4810.908203
	Iteration 118Q: 3 clusters Score -1824939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1824939.625000 Penalty: 4810.908203
	Iteration 119Q: 3 clusters Score -1824940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1824936.375000 Penalty: 4810.908203
	Iteration 120F: 3 clusters Score -1824936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1824939.750000 Penalty: 4810.908203
	Iteration 121Q: 3 clusters Score -1824940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1824941.375000 Penalty: 4810.908203
	Iteration 122Q: 3 clusters Score -1824941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1824941.125000 Penalty: 4810.908203
	Iteration 123Q: 3 clusters Score -1824941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1824939.625000 Penalty: 4810.908203
	Iteration 124Q: 3 clusters Score -1824940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1824942.625000 Penalty: 4810.908203
	Iteration 125Q: 3 clusters Score -1824943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1824943.125000 Penalty: 4810.908203
	Iteration 126Q: 3 clusters Score -1824943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1824943.125000 Penalty: 4810.908203
	Iteration 127F: 3 clusters Score -1824943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 168816 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 4273 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Mstep: Class 46 contains 7148 members 
Mstep: Class 47 contains 7762 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 5336 members 
Mstep: Class 51 contains 755 members 
Mstep: Class 52 contains 12035 members 
Entering Unmasked Estep 
Score: -133697000.000000 Penalty: 180279.453125
Splitting cluster 31 changes total score from -133648264.000000 to -133697000.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 32 (42872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Entering Unmasked Estep 
Score: -4598864.000000 Penalty: 2645.161621
	Iteration 0F: 2 clusters Score -4598864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4569878.000000 Penalty: 5290.323242
	Iteration 0F: 3 clusters Score -4569878 nChanged 19662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -4581065.500000 Penalty: 5290.323242
	Iteration 1F: 3 clusters Score -4581066 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4582085.500000 Penalty: 5290.323242
	Iteration 2F: 3 clusters Score -4582086 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4583261.500000 Penalty: 5290.323242
	Iteration 3F: 3 clusters Score -4583262 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4584554.500000 Penalty: 5290.323242
	Iteration 4F: 3 clusters Score -4584554 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -4586043.500000 Penalty: 5290.323242
	Iteration 5F: 3 clusters Score -4586044 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -4587727.500000 Penalty: 5290.323242
	Iteration 6F: 3 clusters Score -4587728 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -4589461.500000 Penalty: 5290.323242
	Iteration 7F: 3 clusters Score -4589462 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4591018.000000 Penalty: 5290.323242
	Iteration 8F: 3 clusters Score -4591018 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4592488.000000 Penalty: 5290.323242
	Iteration 9Q: 3 clusters Score -4592488 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4593751.000000 Penalty: 5290.323242
	Iteration 10Q: 3 clusters Score -4593751 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4594677.500000 Penalty: 5290.323242
	Iteration 11Q: 3 clusters Score -4594678 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4595431.000000 Penalty: 5290.323242
	Iteration 12Q: 3 clusters Score -4595431 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -4595938.000000 Penalty: 5290.323242
	Iteration 13Q: 3 clusters Score -4595938 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -4596301.500000 Penalty: 5290.323242
	Iteration 14Q: 3 clusters Score -4596302 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -4596545.500000 Penalty: 5290.323242
	Iteration 15Q: 3 clusters Score -4596546 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -4596701.500000 Penalty: 5290.323242
	Iteration 16Q: 3 clusters Score -4596702 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -4596833.500000 Penalty: 5290.323242
	Iteration 17Q: 3 clusters Score -4596834 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -4596883.500000 Penalty: 5290.323242
	Iteration 18Q: 3 clusters Score -4596884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -4596937.000000 Penalty: 5290.323242
	Iteration 19Q: 3 clusters Score -4596937 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -4596978.000000 Penalty: 5290.323242
	Iteration 20F: 3 clusters Score -4596978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -4597019.000000 Penalty: 5290.323242
	Iteration 21Q: 3 clusters Score -4597019 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4597053.500000 Penalty: 5290.323242
	Iteration 22Q: 3 clusters Score -4597054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -4597096.500000 Penalty: 5290.323242
	Iteration 23Q: 3 clusters Score -4597096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -4597115.500000 Penalty: 5290.323242
	Iteration 24Q: 3 clusters Score -4597116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -4597150.000000 Penalty: 5290.323242
	Iteration 25Q: 3 clusters Score -4597150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -4597157.000000 Penalty: 5290.323242
	Iteration 26Q: 3 clusters Score -4597157 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -4597166.000000 Penalty: 5290.323242
	Iteration 27Q: 3 clusters Score -4597166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -4597184.000000 Penalty: 5290.323242
	Iteration 28Q: 3 clusters Score -4597184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -4597199.500000 Penalty: 5290.323242
	Iteration 29Q: 3 clusters Score -4597200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -4597206.000000 Penalty: 5290.323242
	Iteration 30Q: 3 clusters Score -4597206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4597203.000000 Penalty: 5290.323242
	Iteration 31Q: 3 clusters Score -4597203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4597200.500000 Penalty: 5290.323242
	Iteration 32Q: 3 clusters Score -4597200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -4597214.000000 Penalty: 5290.323242
	Iteration 33Q: 3 clusters Score -4597214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -4597213.500000 Penalty: 5290.323242
	Iteration 34Q: 3 clusters Score -4597214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -4597218.000000 Penalty: 5290.323242
	Iteration 35Q: 3 clusters Score -4597218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -4597221.000000 Penalty: 5290.323242
	Iteration 36Q: 3 clusters Score -4597221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -4597222.500000 Penalty: 5290.323242
	Iteration 37Q: 3 clusters Score -4597222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -4597221.000000 Penalty: 5290.323242
	Iteration 38Q: 3 clusters Score -4597221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -4597226.500000 Penalty: 5290.323242
	Iteration 39Q: 3 clusters Score -4597226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -4597222.500000 Penalty: 5290.323242
	Iteration 40F: 3 clusters Score -4597222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -4597223.000000 Penalty: 5290.323242
	Iteration 41Q: 3 clusters Score -4597223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -4597227.000000 Penalty: 5290.323242
	Iteration 42Q: 3 clusters Score -4597227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -4597222.000000 Penalty: 5290.323242
	Iteration 43Q: 3 clusters Score -4597222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -4597225.000000 Penalty: 5290.323242
	Iteration 44Q: 3 clusters Score -4597225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -4597237.000000 Penalty: 5290.323242
	Iteration 45Q: 3 clusters Score -4597237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -4597238.500000 Penalty: 5290.323242
	Iteration 46Q: 3 clusters Score -4597238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -4597245.500000 Penalty: 5290.323242
	Iteration 47Q: 3 clusters Score -4597246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -4597245.000000 Penalty: 5290.323242
	Iteration 48Q: 3 clusters Score -4597245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -4597248.500000 Penalty: 5290.323242
	Iteration 49Q: 3 clusters Score -4597248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -4597247.500000 Penalty: 5290.323242
	Iteration 50Q: 3 clusters Score -4597248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -4597249.000000 Penalty: 5290.323242
	Iteration 51Q: 3 clusters Score -4597249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -4597246.500000 Penalty: 5290.323242
	Iteration 52Q: 3 clusters Score -4597246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -4597247.500000 Penalty: 5290.323242
	Iteration 53Q: 3 clusters Score -4597248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -4597244.000000 Penalty: 5290.323242
	Iteration 54Q: 3 clusters Score -4597244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -4597245.000000 Penalty: 5290.323242
	Iteration 55Q: 3 clusters Score -4597245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -4597248.000000 Penalty: 5290.323242
	Iteration 56Q: 3 clusters Score -4597248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -4597251.000000 Penalty: 5290.323242
	Iteration 57Q: 3 clusters Score -4597251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -4597253.500000 Penalty: 5290.323242
	Iteration 58Q: 3 clusters Score -4597254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -4597251.000000 Penalty: 5290.323242
	Iteration 59Q: 3 clusters Score -4597251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -4597253.500000 Penalty: 5290.323242
	Iteration 60F: 3 clusters Score -4597254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -4597257.500000 Penalty: 5290.323242
	Iteration 61Q: 3 clusters Score -4597258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -4597259.000000 Penalty: 5290.323242
	Iteration 62Q: 3 clusters Score -4597259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4597254.500000 Penalty: 5290.323242
	Iteration 63Q: 3 clusters Score -4597254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -4597257.000000 Penalty: 5290.323242
	Iteration 64Q: 3 clusters Score -4597257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -4597263.000000 Penalty: 5290.323242
	Iteration 65Q: 3 clusters Score -4597263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -4597261.000000 Penalty: 5290.323242
	Iteration 66Q: 3 clusters Score -4597261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -4597261.500000 Penalty: 5290.323242
	Iteration 67Q: 3 clusters Score -4597262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -4597261.500000 Penalty: 5290.323242
	Iteration 68F: 3 clusters Score -4597262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -49011.152344 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -49011.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47804.781250 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -47804.78 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48356.960938 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -48356.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48758.179688 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -48758.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -49102.375000 Penalty: 3091.294189
	Iteration 3F: 3 clusters Score -49102.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49388.117188 Penalty: 3091.294189
	Iteration 4F: 3 clusters Score -49388.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49600.207031 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -49600.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49700.160156 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -49700.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49788.214844 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -49788.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49863.988281 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -49863.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -49866.316406 Penalty: 3091.294189
	Iteration 9Q: 3 clusters Score -49866.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49868.496094 Penalty: 3091.294189
	Iteration 10Q: 3 clusters Score -49868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49868.496094 Penalty: 3091.294189
	Iteration 11F: 3 clusters Score -49868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 168816 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 4273 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 160 members 
Mstep: Class 34 contains 27359 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Mstep: Class 46 contains 7148 members 
Mstep: Class 47 contains 7762 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 5336 members 
Mstep: Class 51 contains 755 members 
Mstep: Class 52 contains 12035 members 
Mstep: Class 53 contains 349 members 
Entering Unmasked Estep 
Score: -133695864.000000 Penalty: 183746.375000
Splitting cluster 33 changes total score from -133648264.000000 to -133695864.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 34 (27359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Entering Unmasked Estep 
Score: -3129819.000000 Penalty: 2533.766602
	Iteration 0F: 2 clusters Score -3129819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3111013.250000 Penalty: 5067.533203
	Iteration 0F: 3 clusters Score -3111013 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3118401.000000 Penalty: 5067.533203
	Iteration 1F: 3 clusters Score -3118401 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3119690.250000 Penalty: 5067.533203
	Iteration 2F: 3 clusters Score -3119690 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3121245.500000 Penalty: 5067.533203
	Iteration 3F: 3 clusters Score -3121246 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3123150.500000 Penalty: 5067.533203
	Iteration 4F: 3 clusters Score -3123150 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3125185.750000 Penalty: 5067.533203
	Iteration 5F: 3 clusters Score -3125186 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3126636.000000 Penalty: 5067.533203
	Iteration 6F: 3 clusters Score -3126636 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3127492.750000 Penalty: 5067.533203
	Iteration 7F: 3 clusters Score -3127493 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3128040.000000 Penalty: 5067.533203
	Iteration 8Q: 3 clusters Score -3128040 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3128357.250000 Penalty: 5067.533203
	Iteration 9Q: 3 clusters Score -3128357 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3128538.250000 Penalty: 5067.533203
	Iteration 10Q: 3 clusters Score -3128538 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3128649.500000 Penalty: 5067.533203
	Iteration 11Q: 3 clusters Score -3128650 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3128718.250000 Penalty: 5067.533203
	Iteration 12Q: 3 clusters Score -3128718 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3128773.750000 Penalty: 5067.533203
	Iteration 13Q: 3 clusters Score -3128774 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3128789.250000 Penalty: 5067.533203
	Iteration 14Q: 3 clusters Score -3128789 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3128820.000000 Penalty: 5067.533203
	Iteration 15Q: 3 clusters Score -3128820 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3128836.000000 Penalty: 5067.533203
	Iteration 16Q: 3 clusters Score -3128836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3128845.500000 Penalty: 5067.533203
	Iteration 17Q: 3 clusters Score -3128846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3128849.250000 Penalty: 5067.533203
	Iteration 18Q: 3 clusters Score -3128849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3128864.750000 Penalty: 5067.533203
	Iteration 19Q: 3 clusters Score -3128865 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -3128867.250000 Penalty: 5067.533203
	Iteration 20F: 3 clusters Score -3128867 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3128875.250000 Penalty: 5067.533203
	Iteration 21Q: 3 clusters Score -3128875 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3128886.000000 Penalty: 5067.533203
	Iteration 22Q: 3 clusters Score -3128886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3128903.250000 Penalty: 5067.533203
	Iteration 23Q: 3 clusters Score -3128903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3128902.250000 Penalty: 5067.533203
	Iteration 24Q: 3 clusters Score -3128902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3128903.500000 Penalty: 5067.533203
	Iteration 25Q: 3 clusters Score -3128904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3128916.000000 Penalty: 5067.533203
	Iteration 26Q: 3 clusters Score -3128916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3128926.000000 Penalty: 5067.533203
	Iteration 27Q: 3 clusters Score -3128926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3128935.000000 Penalty: 5067.533203
	Iteration 28Q: 3 clusters Score -3128935 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3128936.000000 Penalty: 5067.533203
	Iteration 29Q: 3 clusters Score -3128936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3128930.250000 Penalty: 5067.533203
	Iteration 30Q: 3 clusters Score -3128930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3128937.750000 Penalty: 5067.533203
	Iteration 31Q: 3 clusters Score -3128938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3128941.500000 Penalty: 5067.533203
	Iteration 32Q: 3 clusters Score -3128942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3128956.750000 Penalty: 5067.533203
	Iteration 33Q: 3 clusters Score -3128957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3128958.500000 Penalty: 5067.533203
	Iteration 34Q: 3 clusters Score -3128958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3128961.500000 Penalty: 5067.533203
	Iteration 35Q: 3 clusters Score -3128962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3128976.250000 Penalty: 5067.533203
	Iteration 36Q: 3 clusters Score -3128976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -3128973.000000 Penalty: 5067.533203
	Iteration 37Q: 3 clusters Score -3128973 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3128989.500000 Penalty: 5067.533203
	Iteration 38Q: 3 clusters Score -3128990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3128996.250000 Penalty: 5067.533203
	Iteration 39Q: 3 clusters Score -3128996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3129008.500000 Penalty: 5067.533203
	Iteration 40F: 3 clusters Score -3129008 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3129021.500000 Penalty: 5067.533203
	Iteration 41Q: 3 clusters Score -3129022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3129049.250000 Penalty: 5067.533203
	Iteration 42Q: 3 clusters Score -3129049 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -3129054.000000 Penalty: 5067.533203
	Iteration 43Q: 3 clusters Score -3129054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3129064.250000 Penalty: 5067.533203
	Iteration 44Q: 3 clusters Score -3129064 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3129072.750000 Penalty: 5067.533203
	Iteration 45Q: 3 clusters Score -3129073 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -3129095.750000 Penalty: 5067.533203
	Iteration 46Q: 3 clusters Score -3129096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3129107.000000 Penalty: 5067.533203
	Iteration 47Q: 3 clusters Score -3129107 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3129144.500000 Penalty: 5067.533203
	Iteration 48Q: 3 clusters Score -3129144 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3129189.500000 Penalty: 5067.533203
	Iteration 49Q: 3 clusters Score -3129190 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3129242.750000 Penalty: 5067.533203
	Iteration 50Q: 3 clusters Score -3129243 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3129323.750000 Penalty: 5067.533203
	Iteration 51Q: 3 clusters Score -3129324 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3129451.750000 Penalty: 5067.533203
	Iteration 52Q: 3 clusters Score -3129452 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3129650.250000 Penalty: 5067.533203
	Iteration 53Q: 3 clusters Score -3129650 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3129900.500000 Penalty: 5067.533203
	Iteration 54Q: 3 clusters Score -3129900 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3130302.250000 Penalty: 5067.533203
	Iteration 55Q: 3 clusters Score -3130302 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3130922.250000 Penalty: 5067.533203
	Iteration 56Q: 3 clusters Score -3130922 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3131840.000000 Penalty: 5067.533203
	Iteration 57Q: 3 clusters Score -3131840 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3132679.000000 Penalty: 5067.533203
	Iteration 58Q: 3 clusters Score -3132679 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3133069.000000 Penalty: 5067.533203
	Iteration 59Q: 3 clusters Score -3133069 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3133364.500000 Penalty: 5067.533203
	Iteration 60F: 3 clusters Score -3133364 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3133739.000000 Penalty: 5067.533203
	Iteration 61Q: 3 clusters Score -3133739 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3134074.500000 Penalty: 5067.533203
	Iteration 62Q: 3 clusters Score -3134074 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3134244.250000 Penalty: 5067.533203
	Iteration 63Q: 3 clusters Score -3134244 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3134313.500000 Penalty: 5067.533203
	Iteration 64Q: 3 clusters Score -3134314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3134334.750000 Penalty: 5067.533203
	Iteration 65Q: 3 clusters Score -3134335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3134346.750000 Penalty: 5067.533203
	Iteration 66Q: 3 clusters Score -3134347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3134358.750000 Penalty: 5067.533203
	Iteration 67Q: 3 clusters Score -3134359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3134360.500000 Penalty: 5067.533203
	Iteration 68Q: 3 clusters Score -3134360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3134364.500000 Penalty: 5067.533203
	Iteration 69Q: 3 clusters Score -3134364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3134357.250000 Penalty: 5067.533203
	Iteration 70Q: 3 clusters Score -3134357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3134359.500000 Penalty: 5067.533203
	Iteration 71Q: 3 clusters Score -3134360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3134360.750000 Penalty: 5067.533203
	Iteration 72Q: 3 clusters Score -3134361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3134362.500000 Penalty: 5067.533203
	Iteration 73Q: 3 clusters Score -3134362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3134358.000000 Penalty: 5067.533203
	Iteration 74Q: 3 clusters Score -3134358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3134359.250000 Penalty: 5067.533203
	Iteration 75Q: 3 clusters Score -3134359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3134425.250000 Penalty: 5067.533203
	Iteration 76F: 3 clusters Score -3134425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -3134513.250000 Penalty: 5067.533203
	Iteration 77Q: 3 clusters Score -3134513 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3134567.000000 Penalty: 5067.533203
	Iteration 78Q: 3 clusters Score -3134567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3134609.750000 Penalty: 5067.533203
	Iteration 79Q: 3 clusters Score -3134610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3134656.750000 Penalty: 5067.533203
	Iteration 80F: 3 clusters Score -3134657 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3134775.250000 Penalty: 5067.533203
	Iteration 81Q: 3 clusters Score -3134775 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3134888.000000 Penalty: 5067.533203
	Iteration 82Q: 3 clusters Score -3134888 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3134954.500000 Penalty: 5067.533203
	Iteration 83Q: 3 clusters Score -3134954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3134977.250000 Penalty: 5067.533203
	Iteration 84Q: 3 clusters Score -3134977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3134989.250000 Penalty: 5067.533203
	Iteration 85Q: 3 clusters Score -3134989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3134987.750000 Penalty: 5067.533203
	Iteration 86Q: 3 clusters Score -3134988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3134983.750000 Penalty: 5067.533203
	Iteration 87Q: 3 clusters Score -3134984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3134988.250000 Penalty: 5067.533203
	Iteration 88Q: 3 clusters Score -3134988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3134986.750000 Penalty: 5067.533203
	Iteration 89Q: 3 clusters Score -3134987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3134983.750000 Penalty: 5067.533203
	Iteration 90Q: 3 clusters Score -3134984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3134986.250000 Penalty: 5067.533203
	Iteration 91Q: 3 clusters Score -3134986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3134986.250000 Penalty: 5067.533203
	Iteration 92F: 3 clusters Score -3134986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 168816 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 4273 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 160 members 
Mstep: Class 34 contains 5751 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 187213 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Mstep: Class 46 contains 7148 members 
Mstep: Class 47 contains 7762 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 5336 members 
Mstep: Class 51 contains 755 members 
Mstep: Class 52 contains 12035 members 
Mstep: Class 53 contains 349 members 
Mstep: Class 54 contains 21608 members 
Entering Unmasked Estep 
Score: -133700296.000000 Penalty: 187213.281250
Splitting cluster 34 changes total score from -133648264.000000 to -133700296.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 35 (16578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Entering Unmasked Estep 
Score: -1911859.375000 Penalty: 2409.526367
	Iteration 0F: 2 clusters Score -1911859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1899964.250000 Penalty: 4819.052734
	Iteration 0F: 3 clusters Score -1899964 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1903872.375000 Penalty: 4819.052734
	Iteration 1F: 3 clusters Score -1903872 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1904409.500000 Penalty: 4819.052734
	Iteration 2F: 3 clusters Score -1904410 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1905194.125000 Penalty: 4819.052734
	Iteration 3F: 3 clusters Score -1905194 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1906082.375000 Penalty: 4819.052734
	Iteration 4F: 3 clusters Score -1906082 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1906976.750000 Penalty: 4819.052734
	Iteration 5F: 3 clusters Score -1906977 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1907792.750000 Penalty: 4819.052734
	Iteration 6F: 3 clusters Score -1907793 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1908466.000000 Penalty: 4819.052734
	Iteration 7F: 3 clusters Score -1908466 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1909029.875000 Penalty: 4819.052734
	Iteration 8Q: 3 clusters Score -1909030 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1909487.500000 Penalty: 4819.052734
	Iteration 9Q: 3 clusters Score -1909488 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1909859.500000 Penalty: 4819.052734
	Iteration 10Q: 3 clusters Score -1909860 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1910162.875000 Penalty: 4819.052734
	Iteration 11Q: 3 clusters Score -1910163 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1910408.250000 Penalty: 4819.052734
	Iteration 12Q: 3 clusters Score -1910408 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1910608.375000 Penalty: 4819.052734
	Iteration 13Q: 3 clusters Score -1910608 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1910739.250000 Penalty: 4819.052734
	Iteration 14Q: 3 clusters Score -1910739 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1910816.750000 Penalty: 4819.052734
	Iteration 15Q: 3 clusters Score -1910817 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1910873.125000 Penalty: 4819.052734
	Iteration 16Q: 3 clusters Score -1910873 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1910928.000000 Penalty: 4819.052734
	Iteration 17Q: 3 clusters Score -1910928 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1910968.250000 Penalty: 4819.052734
	Iteration 18Q: 3 clusters Score -1910968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1910997.375000 Penalty: 4819.052734
	Iteration 19Q: 3 clusters Score -1910997 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1911015.000000 Penalty: 4819.052734
	Iteration 20F: 3 clusters Score -1911015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1911027.250000 Penalty: 4819.052734
	Iteration 21Q: 3 clusters Score -1911027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1911040.625000 Penalty: 4819.052734
	Iteration 22Q: 3 clusters Score -1911041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1911044.125000 Penalty: 4819.052734
	Iteration 23Q: 3 clusters Score -1911044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1911047.500000 Penalty: 4819.052734
	Iteration 24Q: 3 clusters Score -1911048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1911055.000000 Penalty: 4819.052734
	Iteration 25Q: 3 clusters Score -1911055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1911060.375000 Penalty: 4819.052734
	Iteration 26Q: 3 clusters Score -1911060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1911066.500000 Penalty: 4819.052734
	Iteration 27Q: 3 clusters Score -1911066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1911074.750000 Penalty: 4819.052734
	Iteration 28Q: 3 clusters Score -1911075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1911079.500000 Penalty: 4819.052734
	Iteration 29Q: 3 clusters Score -1911080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1911092.625000 Penalty: 4819.052734
	Iteration 30Q: 3 clusters Score -1911093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1911099.750000 Penalty: 4819.052734
	Iteration 31Q: 3 clusters Score -1911100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1911110.500000 Penalty: 4819.052734
	Iteration 32Q: 3 clusters Score -1911110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1911121.625000 Penalty: 4819.052734
	Iteration 33Q: 3 clusters Score -1911122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1911127.250000 Penalty: 4819.052734
	Iteration 34Q: 3 clusters Score -1911127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1911133.500000 Penalty: 4819.052734
	Iteration 35Q: 3 clusters Score -1911134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1911140.875000 Penalty: 4819.052734
	Iteration 36Q: 3 clusters Score -1911141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1911146.250000 Penalty: 4819.052734
	Iteration 37Q: 3 clusters Score -1911146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1911149.625000 Penalty: 4819.052734
	Iteration 38Q: 3 clusters Score -1911150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1911157.500000 Penalty: 4819.052734
	Iteration 39Q: 3 clusters Score -1911158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1911160.500000 Penalty: 4819.052734
	Iteration 40F: 3 clusters Score -1911160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1911166.125000 Penalty: 4819.052734
	Iteration 41Q: 3 clusters Score -1911166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1911171.625000 Penalty: 4819.052734
	Iteration 42Q: 3 clusters Score -1911172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1911177.875000 Penalty: 4819.052734
	Iteration 43Q: 3 clusters Score -1911178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1911183.750000 Penalty: 4819.052734
	Iteration 44Q: 3 clusters Score -1911184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1911191.250000 Penalty: 4819.052734
	Iteration 45Q: 3 clusters Score -1911191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1911195.500000 Penalty: 4819.052734
	Iteration 46Q: 3 clusters Score -1911196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1911199.375000 Penalty: 4819.052734
	Iteration 47Q: 3 clusters Score -1911199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1911204.750000 Penalty: 4819.052734
	Iteration 48Q: 3 clusters Score -1911205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1911213.375000 Penalty: 4819.052734
	Iteration 49Q: 3 clusters Score -1911213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1911218.500000 Penalty: 4819.052734
	Iteration 50Q: 3 clusters Score -1911218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1911224.750000 Penalty: 4819.052734
	Iteration 51Q: 3 clusters Score -1911225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1911226.250000 Penalty: 4819.052734
	Iteration 52Q: 3 clusters Score -1911226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1911226.875000 Penalty: 4819.052734
	Iteration 53Q: 3 clusters Score -1911227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1911233.250000 Penalty: 4819.052734
	Iteration 54Q: 3 clusters Score -1911233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1911233.625000 Penalty: 4819.052734
	Iteration 55Q: 3 clusters Score -1911234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1911234.750000 Penalty: 4819.052734
	Iteration 56Q: 3 clusters Score -1911235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1911238.500000 Penalty: 4819.052734
	Iteration 57Q: 3 clusters Score -1911238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1911237.750000 Penalty: 4819.052734
	Iteration 58Q: 3 clusters Score -1911238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1911237.875000 Penalty: 4819.052734
	Iteration 59Q: 3 clusters Score -1911238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1911242.000000 Penalty: 4819.052734
	Iteration 60F: 3 clusters Score -1911242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1911242.875000 Penalty: 4819.052734
	Iteration 61Q: 3 clusters Score -1911243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1911248.375000 Penalty: 4819.052734
	Iteration 62Q: 3 clusters Score -1911248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1911247.375000 Penalty: 4819.052734
	Iteration 63Q: 3 clusters Score -1911247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1911249.250000 Penalty: 4819.052734
	Iteration 64Q: 3 clusters Score -1911249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1911250.875000 Penalty: 4819.052734
	Iteration 65Q: 3 clusters Score -1911251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1911252.750000 Penalty: 4819.052734
	Iteration 66Q: 3 clusters Score -1911253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1911256.125000 Penalty: 4819.052734
	Iteration 67Q: 3 clusters Score -1911256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1911251.500000 Penalty: 4819.052734
	Iteration 68Q: 3 clusters Score -1911252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1911253.250000 Penalty: 4819.052734
	Iteration 69Q: 3 clusters Score -1911253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1911256.000000 Penalty: 4819.052734
	Iteration 70Q: 3 clusters Score -1911256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1911256.500000 Penalty: 4819.052734
	Iteration 71Q: 3 clusters Score -1911256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1911258.500000 Penalty: 4819.052734
	Iteration 72Q: 3 clusters Score -1911258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1911256.625000 Penalty: 4819.052734
	Iteration 73Q: 3 clusters Score -1911257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1911257.375000 Penalty: 4819.052734
	Iteration 74Q: 3 clusters Score -1911257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1911259.375000 Penalty: 4819.052734
	Iteration 75Q: 3 clusters Score -1911259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1911257.250000 Penalty: 4819.052734
	Iteration 76Q: 3 clusters Score -1911257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1911258.375000 Penalty: 4819.052734
	Iteration 77Q: 3 clusters Score -1911258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1911260.375000 Penalty: 4819.052734
	Iteration 78Q: 3 clusters Score -1911260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1911262.375000 Penalty: 4819.052734
	Iteration 79Q: 3 clusters Score -1911262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1911262.625000 Penalty: 4819.052734
	Iteration 80F: 3 clusters Score -1911263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1911266.000000 Penalty: 4819.052734
	Iteration 81Q: 3 clusters Score -1911266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1911265.375000 Penalty: 4819.052734
	Iteration 82Q: 3 clusters Score -1911265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1911262.500000 Penalty: 4819.052734
	Iteration 83Q: 3 clusters Score -1911262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1911263.625000 Penalty: 4819.052734
	Iteration 84Q: 3 clusters Score -1911264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1911263.625000 Penalty: 4819.052734
	Iteration 85F: 3 clusters Score -1911264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (187213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187213 members 
Entering Unmasked Estep 
Score: -22084660.000000 Penalty: 3010.720459
	Iteration 0F: 2 clusters Score -2.208466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -21961580.000000 Penalty: 6021.440918
	Iteration 0F: 3 clusters Score -2.196158e+07 nChanged 89963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -22014652.000000 Penalty: 6021.440918
	Iteration 1F: 3 clusters Score -2.201465e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -22016200.000000 Penalty: 6021.440918
	Iteration 2Q: 3 clusters Score -2.20162e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 95806 members 
Entering Unmasked Estep 
Score: -22018242.000000 Penalty: 6021.440918
	Iteration 3Q: 3 clusters Score -2.201824e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -22020902.000000 Penalty: 6021.440918
	Iteration 4Q: 3 clusters Score -2.20209e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -22023876.000000 Penalty: 6021.440918
	Iteration 5Q: 3 clusters Score -2.202388e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 99627 members 
Entering Unmasked Estep 
Score: -22027480.000000 Penalty: 6021.440918
	Iteration 6Q: 3 clusters Score -2.202748e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -22031762.000000 Penalty: 6021.440918
	Iteration 7F: 3 clusters Score -2.203176e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 103092 members 
Entering Unmasked Estep 
Score: -22036616.000000 Penalty: 6021.440918
	Iteration 8F: 3 clusters Score -2.203662e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -22041654.000000 Penalty: 6021.440918
	Iteration 9F: 3 clusters Score -2.204165e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -22046744.000000 Penalty: 6021.440918
	Iteration 10F: 3 clusters Score -2.204674e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -22051762.000000 Penalty: 6021.440918
	Iteration 11Q: 3 clusters Score -2.205176e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -22055892.000000 Penalty: 6021.440918
	Iteration 12Q: 3 clusters Score -2.205589e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78153 members 
Mstep: Class 2 contains 109060 members 
Entering Unmasked Estep 
Score: -22058122.000000 Penalty: 6021.440918
	Iteration 13Q: 3 clusters Score -2.205812e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -22059352.000000 Penalty: 6021.440918
	Iteration 14Q: 3 clusters Score -2.205935e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -22059798.000000 Penalty: 6021.440918
	Iteration 15Q: 3 clusters Score -2.20598e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 111620 members 
Entering Unmasked Estep 
Score: -22060154.000000 Penalty: 6021.440918
	Iteration 16Q: 3 clusters Score -2.206015e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 112563 members 
Entering Unmasked Estep 
Score: -22060392.000000 Penalty: 6021.440918
	Iteration 17Q: 3 clusters Score -2.206039e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -22060628.000000 Penalty: 6021.440918
	Iteration 18Q: 3 clusters Score -2.206063e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 114385 members 
Entering Unmasked Estep 
Score: -22060834.000000 Penalty: 6021.440918
	Iteration 19Q: 3 clusters Score -2.206083e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 115333 members 
Entering Unmasked Estep 
Score: -22061032.000000 Penalty: 6021.440918
	Iteration 20F: 3 clusters Score -2.206103e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 116292 members 
Entering Unmasked Estep 
Score: -22061288.000000 Penalty: 6021.440918
	Iteration 21Q: 3 clusters Score -2.206129e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 117305 members 
Entering Unmasked Estep 
Score: -22061404.000000 Penalty: 6021.440918
	Iteration 22Q: 3 clusters Score -2.20614e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 118336 members 
Entering Unmasked Estep 
Score: -22061640.000000 Penalty: 6021.440918
	Iteration 23Q: 3 clusters Score -2.206164e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 119390 members 
Entering Unmasked Estep 
Score: -22061846.000000 Penalty: 6021.440918
	Iteration 24Q: 3 clusters Score -2.206185e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 120472 members 
Entering Unmasked Estep 
Score: -22062006.000000 Penalty: 6021.440918
	Iteration 25Q: 3 clusters Score -2.206201e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 121619 members 
Entering Unmasked Estep 
Score: -22062082.000000 Penalty: 6021.440918
	Iteration 26Q: 3 clusters Score -2.206208e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -22062228.000000 Penalty: 6021.440918
	Iteration 27Q: 3 clusters Score -2.206223e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -22062484.000000 Penalty: 6021.440918
	Iteration 28Q: 3 clusters Score -2.206248e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 125639 members 
Entering Unmasked Estep 
Score: -22062786.000000 Penalty: 6021.440918
	Iteration 29Q: 3 clusters Score -2.206279e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 127144 members 
Entering Unmasked Estep 
Score: -22063084.000000 Penalty: 6021.440918
	Iteration 30Q: 3 clusters Score -2.206308e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 128745 members 
Entering Unmasked Estep 
Score: -22063352.000000 Penalty: 6021.440918
	Iteration 31Q: 3 clusters Score -2.206335e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 130439 members 
Entering Unmasked Estep 
Score: -22063636.000000 Penalty: 6021.440918
	Iteration 32Q: 3 clusters Score -2.206364e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 132280 members 
Entering Unmasked Estep 
Score: -22064148.000000 Penalty: 6021.440918
	Iteration 33Q: 3 clusters Score -2.206415e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 134245 members 
Entering Unmasked Estep 
Score: -22064538.000000 Penalty: 6021.440918
	Iteration 34Q: 3 clusters Score -2.206454e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 136348 members 
Entering Unmasked Estep 
Score: -22065020.000000 Penalty: 6021.440918
	Iteration 35Q: 3 clusters Score -2.206502e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 138581 members 
Entering Unmasked Estep 
Score: -22065552.000000 Penalty: 6021.440918
	Iteration 36Q: 3 clusters Score -2.206555e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 140863 members 
Entering Unmasked Estep 
Score: -22066096.000000 Penalty: 6021.440918
	Iteration 37Q: 3 clusters Score -2.20661e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 143187 members 
Entering Unmasked Estep 
Score: -22066792.000000 Penalty: 6021.440918
	Iteration 38Q: 3 clusters Score -2.206679e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 145658 members 
Entering Unmasked Estep 
Score: -22067592.000000 Penalty: 6021.440918
	Iteration 39Q: 3 clusters Score -2.206759e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 148155 members 
Entering Unmasked Estep 
Score: -22068468.000000 Penalty: 6021.440918
	Iteration 40F: 3 clusters Score -2.206847e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -22069352.000000 Penalty: 6021.440918
	Iteration 41Q: 3 clusters Score -2.206935e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 153341 members 
Entering Unmasked Estep 
Score: -22070362.000000 Penalty: 6021.440918
	Iteration 42Q: 3 clusters Score -2.207036e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 155954 members 
Entering Unmasked Estep 
Score: -22071370.000000 Penalty: 6021.440918
	Iteration 43Q: 3 clusters Score -2.207137e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 158571 members 
Entering Unmasked Estep 
Score: -22072294.000000 Penalty: 6021.440918
	Iteration 44Q: 3 clusters Score -2.207229e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -22073350.000000 Penalty: 6021.440918
	Iteration 45Q: 3 clusters Score -2.207335e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 163606 members 
Entering Unmasked Estep 
Score: -22074362.000000 Penalty: 6021.440918
	Iteration 46Q: 3 clusters Score -2.207436e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 165927 members 
Entering Unmasked Estep 
Score: -22075348.000000 Penalty: 6021.440918
	Iteration 47Q: 3 clusters Score -2.207535e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 168138 members 
Entering Unmasked Estep 
Score: -22076314.000000 Penalty: 6021.440918
	Iteration 48Q: 3 clusters Score -2.207631e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -22077260.000000 Penalty: 6021.440918
	Iteration 49Q: 3 clusters Score -2.207726e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 172137 members 
Entering Unmasked Estep 
Score: -22078090.000000 Penalty: 6021.440918
	Iteration 50Q: 3 clusters Score -2.207809e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 173880 members 
Entering Unmasked Estep 
Score: -22078898.000000 Penalty: 6021.440918
	Iteration 51Q: 3 clusters Score -2.20789e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 175411 members 
Entering Unmasked Estep 
Score: -22079530.000000 Penalty: 6021.440918
	Iteration 52Q: 3 clusters Score -2.207953e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 176718 members 
Entering Unmasked Estep 
Score: -22080004.000000 Penalty: 6021.440918
	Iteration 53Q: 3 clusters Score -2.208e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 177880 members 
Entering Unmasked Estep 
Score: -22080624.000000 Penalty: 6021.440918
	Iteration 54Q: 3 clusters Score -2.208062e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 178913 members 
Entering Unmasked Estep 
Score: -22080970.000000 Penalty: 6021.440918
	Iteration 55Q: 3 clusters Score -2.208097e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 179846 members 
Entering Unmasked Estep 
Score: -22081350.000000 Penalty: 6021.440918
	Iteration 56Q: 3 clusters Score -2.208135e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 180633 members 
Entering Unmasked Estep 
Score: -22081638.000000 Penalty: 6021.440918
	Iteration 57Q: 3 clusters Score -2.208164e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 181322 members 
Entering Unmasked Estep 
Score: -22081906.000000 Penalty: 6021.440918
	Iteration 58Q: 3 clusters Score -2.208191e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 181912 members 
Entering Unmasked Estep 
Score: -22082106.000000 Penalty: 6021.440918
	Iteration 59Q: 3 clusters Score -2.208211e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 182406 members 
Entering Unmasked Estep 
Score: -22082352.000000 Penalty: 6021.440918
	Iteration 60F: 3 clusters Score -2.208235e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 182794 members 
Entering Unmasked Estep 
Score: -22082560.000000 Penalty: 6021.440918
	Iteration 61Q: 3 clusters Score -2.208256e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 183131 members 
Entering Unmasked Estep 
Score: -22082806.000000 Penalty: 6021.440918
	Iteration 62Q: 3 clusters Score -2.208281e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 183419 members 
Entering Unmasked Estep 
Score: -22082906.000000 Penalty: 6021.440918
	Iteration 63Q: 3 clusters Score -2.208291e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 183671 members 
Entering Unmasked Estep 
Score: -22083080.000000 Penalty: 6021.440918
	Iteration 64Q: 3 clusters Score -2.208308e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 183906 members 
Entering Unmasked Estep 
Score: -22083258.000000 Penalty: 6021.440918
	Iteration 65Q: 3 clusters Score -2.208326e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 184145 members 
Entering Unmasked Estep 
Score: -22083368.000000 Penalty: 6021.440918
	Iteration 66Q: 3 clusters Score -2.208337e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 184325 members 
Entering Unmasked Estep 
Score: -22083480.000000 Penalty: 6021.440918
	Iteration 67Q: 3 clusters Score -2.208348e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 184493 members 
Entering Unmasked Estep 
Score: -22083570.000000 Penalty: 6021.440918
	Iteration 68Q: 3 clusters Score -2.208357e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 184639 members 
Entering Unmasked Estep 
Score: -22083616.000000 Penalty: 6021.440918
	Iteration 69Q: 3 clusters Score -2.208362e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 184753 members 
Entering Unmasked Estep 
Score: -22083602.000000 Penalty: 6021.440918
	Iteration 70Q: 3 clusters Score -2.20836e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 184864 members 
Entering Unmasked Estep 
Score: -22083668.000000 Penalty: 6021.440918
	Iteration 71Q: 3 clusters Score -2.208367e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 184950 members 
Entering Unmasked Estep 
Score: -22083676.000000 Penalty: 6021.440918
	Iteration 72Q: 3 clusters Score -2.208368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 185019 members 
Entering Unmasked Estep 
Score: -22083692.000000 Penalty: 6021.440918
	Iteration 73Q: 3 clusters Score -2.208369e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 185075 members 
Entering Unmasked Estep 
Score: -22083722.000000 Penalty: 6021.440918
	Iteration 74Q: 3 clusters Score -2.208372e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 185122 members 
Entering Unmasked Estep 
Score: -22083716.000000 Penalty: 6021.440918
	Iteration 75Q: 3 clusters Score -2.208372e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 185173 members 
Entering Unmasked Estep 
Score: -22083700.000000 Penalty: 6021.440918
	Iteration 76Q: 3 clusters Score -2.20837e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 185218 members 
Entering Unmasked Estep 
Score: -22083740.000000 Penalty: 6021.440918
	Iteration 77Q: 3 clusters Score -2.208374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 185255 members 
Entering Unmasked Estep 
Score: -22083744.000000 Penalty: 6021.440918
	Iteration 78Q: 3 clusters Score -2.208374e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -22083758.000000 Penalty: 6021.440918
	Iteration 79Q: 3 clusters Score -2.208376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 185334 members 
Entering Unmasked Estep 
Score: -22083894.000000 Penalty: 6021.440918
	Iteration 80F: 3 clusters Score -2.208389e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 185297 members 
Entering Unmasked Estep 
Score: -22083992.000000 Penalty: 6021.440918
	Iteration 81Q: 3 clusters Score -2.208399e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 185296 members 
Entering Unmasked Estep 
Score: -22084064.000000 Penalty: 6021.440918
	Iteration 82Q: 3 clusters Score -2.208406e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 185309 members 
Entering Unmasked Estep 
Score: -22084124.000000 Penalty: 6021.440918
	Iteration 83Q: 3 clusters Score -2.208412e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 185351 members 
Entering Unmasked Estep 
Score: -22084196.000000 Penalty: 6021.440918
	Iteration 84Q: 3 clusters Score -2.20842e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 185413 members 
Entering Unmasked Estep 
Score: -22084224.000000 Penalty: 6021.440918
	Iteration 85Q: 3 clusters Score -2.208422e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 185449 members 
Entering Unmasked Estep 
Score: -22084298.000000 Penalty: 6021.440918
	Iteration 86Q: 3 clusters Score -2.20843e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 185487 members 
Entering Unmasked Estep 
Score: -22084356.000000 Penalty: 6021.440918
	Iteration 87Q: 3 clusters Score -2.208436e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 185522 members 
Entering Unmasked Estep 
Score: -22084410.000000 Penalty: 6021.440918
	Iteration 88Q: 3 clusters Score -2.208441e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 185564 members 
Entering Unmasked Estep 
Score: -22084460.000000 Penalty: 6021.440918
	Iteration 89Q: 3 clusters Score -2.208446e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 185614 members 
Entering Unmasked Estep 
Score: -22084442.000000 Penalty: 6021.440918
	Iteration 90Q: 3 clusters Score -2.208444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 185661 members 
Entering Unmasked Estep 
Score: -22084490.000000 Penalty: 6021.440918
	Iteration 91Q: 3 clusters Score -2.208449e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 185699 members 
Entering Unmasked Estep 
Score: -22084500.000000 Penalty: 6021.440918
	Iteration 92Q: 3 clusters Score -2.20845e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 185738 members 
Entering Unmasked Estep 
Score: -22084560.000000 Penalty: 6021.440918
	Iteration 93Q: 3 clusters Score -2.208456e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 185750 members 
Entering Unmasked Estep 
Score: -22084576.000000 Penalty: 6021.440918
	Iteration 94Q: 3 clusters Score -2.208458e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 185769 members 
Entering Unmasked Estep 
Score: -22084578.000000 Penalty: 6021.440918
	Iteration 95Q: 3 clusters Score -2.208458e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 185786 members 
Entering Unmasked Estep 
Score: -22084586.000000 Penalty: 6021.440918
	Iteration 96Q: 3 clusters Score -2.208459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 185802 members 
Entering Unmasked Estep 
Score: -22084596.000000 Penalty: 6021.440918
	Iteration 97Q: 3 clusters Score -2.20846e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 185808 members 
Entering Unmasked Estep 
Score: -22084590.000000 Penalty: 6021.440918
	Iteration 98Q: 3 clusters Score -2.208459e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 185814 members 
Entering Unmasked Estep 
Score: -22084570.000000 Penalty: 6021.440918
	Iteration 99Q: 3 clusters Score -2.208457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 185826 members 
Entering Unmasked Estep 
Score: -22084642.000000 Penalty: 6021.440918
	Iteration 100F: 3 clusters Score -2.208464e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 185799 members 
Entering Unmasked Estep 
Score: -22084718.000000 Penalty: 6021.440918
	Iteration 101Q: 3 clusters Score -2.208472e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 185768 members 
Entering Unmasked Estep 
Score: -22084788.000000 Penalty: 6021.440918
	Iteration 102Q: 3 clusters Score -2.208479e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 185746 members 
Entering Unmasked Estep 
Score: -22084856.000000 Penalty: 6021.440918
	Iteration 103Q: 3 clusters Score -2.208486e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 185738 members 
Entering Unmasked Estep 
Score: -22084868.000000 Penalty: 6021.440918
	Iteration 104Q: 3 clusters Score -2.208487e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 185739 members 
Entering Unmasked Estep 
Score: -22084922.000000 Penalty: 6021.440918
	Iteration 105Q: 3 clusters Score -2.208492e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 185738 members 
Entering Unmasked Estep 
Score: -22084946.000000 Penalty: 6021.440918
	Iteration 106Q: 3 clusters Score -2.208495e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 185736 members 
Entering Unmasked Estep 
Score: -22084936.000000 Penalty: 6021.440918
	Iteration 107Q: 3 clusters Score -2.208494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 185739 members 
Entering Unmasked Estep 
Score: -22084940.000000 Penalty: 6021.440918
	Iteration 108Q: 3 clusters Score -2.208494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 185739 members 
Entering Unmasked Estep 
Score: -22084960.000000 Penalty: 6021.440918
	Iteration 109Q: 3 clusters Score -2.208496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 185739 members 
Entering Unmasked Estep 
Score: -22084960.000000 Penalty: 6021.440918
	Iteration 110Q: 3 clusters Score -2.208496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 185741 members 
Entering Unmasked Estep 
Score: -22084950.000000 Penalty: 6021.440918
	Iteration 111Q: 3 clusters Score -2.208495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 185742 members 
Entering Unmasked Estep 
Score: -22084924.000000 Penalty: 6021.440918
	Iteration 112Q: 3 clusters Score -2.208492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 185742 members 
Entering Unmasked Estep 
Score: -22084938.000000 Penalty: 6021.440918
	Iteration 113F: 3 clusters Score -2.208494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 185732 members 
Entering Unmasked Estep 
Score: -22084952.000000 Penalty: 6021.440918
	Iteration 114Q: 3 clusters Score -2.208495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 185723 members 
Entering Unmasked Estep 
Score: -22084966.000000 Penalty: 6021.440918
	Iteration 115Q: 3 clusters Score -2.208497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 185727 members 
Entering Unmasked Estep 
Score: -22084972.000000 Penalty: 6021.440918
	Iteration 116Q: 3 clusters Score -2.208497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 185729 members 
Entering Unmasked Estep 
Score: -22084958.000000 Penalty: 6021.440918
	Iteration 117Q: 3 clusters Score -2.208496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 185732 members 
Entering Unmasked Estep 
Score: -22084956.000000 Penalty: 6021.440918
	Iteration 118Q: 3 clusters Score -2.208496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 185733 members 
Entering Unmasked Estep 
Score: -22084970.000000 Penalty: 6021.440918
	Iteration 119Q: 3 clusters Score -2.208497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 185733 members 
Entering Unmasked Estep 
Score: -22084970.000000 Penalty: 6021.440918
	Iteration 120F: 3 clusters Score -2.208497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 168816 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 4273 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 160 members 
Mstep: Class 34 contains 5751 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 1480 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 5435 members 
Mstep: Class 40 contains 4199 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 9097 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 1233 members 
Mstep: Class 45 contains 5714 members 
Mstep: Class 46 contains 7148 members 
Mstep: Class 47 contains 7762 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 5336 members 
Mstep: Class 51 contains 755 members 
Mstep: Class 52 contains 12035 members 
Mstep: Class 53 contains 349 members 
Mstep: Class 54 contains 21608 members 
Mstep: Class 55 contains 185733 members 
Entering Unmasked Estep 
Score: -133700032.000000 Penalty: 190680.203125
Splitting cluster 36 changes total score from -133648264.000000 to -133700032.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 37 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -260008.578125 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -260008.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -257224.375000 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -257224.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -257701.968750 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -257702 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -257831.421875 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -257831.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -257911.140625 Penalty: 3823.594238
	Iteration 3Q: 3 clusters Score -257911.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -257968.437500 Penalty: 3823.594238
	Iteration 4Q: 3 clusters Score -257968.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -258004.906250 Penalty: 3823.594238
	Iteration 5Q: 3 clusters Score -258004.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -258036.875000 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -258036.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -258055.812500 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -258055.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -258075.093750 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -258075.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -258093.109375 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -258093.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -258112.250000 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -258112.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258124.984375 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -258125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258136.734375 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -258136.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -258148.015625 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -258148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -258167.218750 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -258167.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -258186.656250 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -258186.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -258203.390625 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -258203.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258215.390625 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -258215.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258222.828125 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -258222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -258228.859375 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -258228.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -258234.578125 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -258234.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -258242.656250 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -258242.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -258249.046875 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -258249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -258253.703125 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -258253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -258256.093750 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -258256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -258258.343750 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -258258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -258260.218750 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -258260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -258264.671875 Penalty: 3823.594238
	Iteration 27Q: 3 clusters Score -258264.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -258267.625000 Penalty: 3823.594238
	Iteration 28Q: 3 clusters Score -258267.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -258271.703125 Penalty: 3823.594238
	Iteration 29Q: 3 clusters Score -258271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -258274.984375 Penalty: 3823.594238
	Iteration 30Q: 3 clusters Score -258275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -258279.437500 Penalty: 3823.594238
	Iteration 31Q: 3 clusters Score -258279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -258284.765625 Penalty: 3823.594238
	Iteration 32Q: 3 clusters Score -258284.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -258291.046875 Penalty: 3823.594238
	Iteration 33Q: 3 clusters Score -258291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -258299.953125 Penalty: 3823.594238
	Iteration 34Q: 3 clusters Score -258300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -258311.046875 Penalty: 3823.594238
	Iteration 35Q: 3 clusters Score -258311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -258321.234375 Penalty: 3823.594238
	Iteration 36Q: 3 clusters Score -258321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -258330.203125 Penalty: 3823.594238
	Iteration 37Q: 3 clusters Score -258330.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -258338.781250 Penalty: 3823.594238
	Iteration 38Q: 3 clusters Score -258338.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -258356.406250 Penalty: 3823.594238
	Iteration 39Q: 3 clusters Score -258356.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -258381.359375 Penalty: 3823.594238
	Iteration 40F: 3 clusters Score -258381.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -258403.390625 Penalty: 3823.594238
	Iteration 41Q: 3 clusters Score -258403.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258437.734375 Penalty: 3823.594238
	Iteration 42Q: 3 clusters Score -258437.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -258487.828125 Penalty: 3823.594238
	Iteration 43Q: 3 clusters Score -258487.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -258527.359375 Penalty: 3823.594238
	Iteration 44Q: 3 clusters Score -258527.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -258561.843750 Penalty: 3823.594238
	Iteration 45Q: 3 clusters Score -258561.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -258586.750000 Penalty: 3823.594238
	Iteration 46Q: 3 clusters Score -258586.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -258607.609375 Penalty: 3823.594238
	Iteration 47Q: 3 clusters Score -258607.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -258620.312500 Penalty: 3823.594238
	Iteration 48Q: 3 clusters Score -258620.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -258630.390625 Penalty: 3823.594238
	Iteration 49Q: 3 clusters Score -258630.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -258636.312500 Penalty: 3823.594238
	Iteration 50Q: 3 clusters Score -258636.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -258641.656250 Penalty: 3823.594238
	Iteration 51Q: 3 clusters Score -258641.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -258647.984375 Penalty: 3823.594238
	Iteration 52Q: 3 clusters Score -258648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -258655.625000 Penalty: 3823.594238
	Iteration 53Q: 3 clusters Score -258655.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -258661.718750 Penalty: 3823.594238
	Iteration 54Q: 3 clusters Score -258661.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -258664.656250 Penalty: 3823.594238
	Iteration 55Q: 3 clusters Score -258664.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -258668.828125 Penalty: 3823.594238
	Iteration 56Q: 3 clusters Score -258668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258674.859375 Penalty: 3823.594238
	Iteration 57Q: 3 clusters Score -258674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -258680.531250 Penalty: 3823.594238
	Iteration 58Q: 3 clusters Score -258680.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -258683.312500 Penalty: 3823.594238
	Iteration 59Q: 3 clusters Score -258683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -258683.859375 Penalty: 3823.594238
	Iteration 60F: 3 clusters Score -258683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -258685.937500 Penalty: 3823.594238
	Iteration 61Q: 3 clusters Score -258685.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -258685.937500 Penalty: 3823.594238
	Iteration 62F: 3 clusters Score -258685.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 22214 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 190881 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 22 contains 56170 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 17719 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 43270 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 168816 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 4273 members 
Mstep: Class 32 contains 42872 members 
Mstep: Class 33 contains 160 members 
Mstep: Class 34 contains 5751 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 1480 members 
Mstep: Class 37 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133710776.000000 Penalty: 190680.203125
Iteration 79Q: 56 clusters Score -1.337108e+08 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 37127 members 
Mstep: Class 3 contains 35993 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 7606 members 
Mstep: Class 6 contains 18399 members 
Mstep: Class 7 contains 29582 members 
Mstep: Class 8 contains 16440 members 
Mstep: Class 9 contains 22168 members 
Mstep: Class 10 contains 5390 members 
Mstep: Class 11 contains 5255 members 
Mstep: Class 12 contains 17397 members 
Mstep: Class 13 contains 10892 members 
Mstep: Class 14 contains 9183 members 
Mstep: Class 15 contains 9760 members 
Mstep: Class 16 contains 19734 members 
Mstep: Class 17 contains 920 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 190983 members 
Mstep: Class 21 contains 12339 members 
Mstep: Class 22 contains 56180 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 18001 members 
Mstep: Class 25 contains 8187 members 
Mstep: Class 26 contains 42909 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 6090 members 
Mstep: Class 29 contains 168844 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 4278 members 
Mstep: Class 32 contains 43097 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 5757 members 
Mstep: Class 35 contains 16523 members 
Mstep: Class 36 contains 1664 members 
Mstep: Class 37 contains 2239 members 
Mstep: Class 38 contains 1940 members 
Mstep: Class 39 contains 5371 members 
Mstep: Class 40 contains 4044 members 
Mstep: Class 41 contains 4393 members 
Mstep: Class 42 contains 8977 members 
Mstep: Class 43 contains 5532 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 5547 members 
Mstep: Class 46 contains 7130 members 
Mstep: Class 47 contains 7588 members 
Mstep: Class 48 contains 3276 members 
Mstep: Class 49 contains 4142 members 
Mstep: Class 50 contains 5392 members 
Mstep: Class 51 contains 710 members 
Mstep: Class 52 contains 11623 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 21395 members 
Mstep: Class 55 contains 184872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133722696.000000 Penalty: 190680.203125
Iteration 80F: 56 clusters Score -1.337227e+08 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 36992 members 
Mstep: Class 3 contains 36052 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 7553 members 
Mstep: Class 6 contains 18286 members 
Mstep: Class 7 contains 29186 members 
Mstep: Class 8 contains 16408 members 
Mstep: Class 9 contains 22130 members 
Mstep: Class 10 contains 5235 members 
Mstep: Class 11 contains 5192 members 
Mstep: Class 12 contains 17581 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9195 members 
Mstep: Class 15 contains 9596 members 
Mstep: Class 16 contains 19848 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 4228 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 190658 members 
Mstep: Class 21 contains 12199 members 
Mstep: Class 22 contains 55766 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 18047 members 
Mstep: Class 25 contains 8079 members 
Mstep: Class 26 contains 42509 members 
Mstep: Class 27 contains 3680 members 
Mstep: Class 28 contains 6122 members 
Mstep: Class 29 contains 168880 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 4210 members 
Mstep: Class 32 contains 42779 members 
Mstep: Class 33 contains 272 members 
Mstep: Class 34 contains 5798 members 
Mstep: Class 35 contains 16522 members 
Mstep: Class 36 contains 1732 members 
Mstep: Class 37 contains 2231 members 
Mstep: Class 38 contains 2140 members 
Mstep: Class 39 contains 5452 members 
Mstep: Class 40 contains 4083 members 
Mstep: Class 41 contains 4314 members 
Mstep: Class 42 contains 9540 members 
Mstep: Class 43 contains 5529 members 
Mstep: Class 44 contains 1552 members 
Mstep: Class 45 contains 5664 members 
Mstep: Class 46 contains 7244 members 
Mstep: Class 47 contains 7838 members 
Mstep: Class 48 contains 3390 members 
Mstep: Class 49 contains 4135 members 
Mstep: Class 50 contains 5816 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 11644 members 
Mstep: Class 53 contains 365 members 
Mstep: Class 54 contains 21579 members 
Mstep: Class 55 contains 184841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133727904.000000 Penalty: 190680.203125
Iteration 81Q: 56 clusters Score -1.337279e+08 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 36877 members 
Mstep: Class 3 contains 36161 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 18250 members 
Mstep: Class 7 contains 28934 members 
Mstep: Class 8 contains 16400 members 
Mstep: Class 9 contains 22107 members 
Mstep: Class 10 contains 5162 members 
Mstep: Class 11 contains 5162 members 
Mstep: Class 12 contains 17730 members 
Mstep: Class 13 contains 11236 members 
Mstep: Class 14 contains 9236 members 
Mstep: Class 15 contains 9530 members 
Mstep: Class 16 contains 19942 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 4099 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 190392 members 
Mstep: Class 21 contains 12115 members 
Mstep: Class 22 contains 55481 members 
Mstep: Class 23 contains 4499 members 
Mstep: Class 24 contains 18116 members 
Mstep: Class 25 contains 8031 members 
Mstep: Class 26 contains 42208 members 
Mstep: Class 27 contains 3742 members 
Mstep: Class 28 contains 6178 members 
Mstep: Class 29 contains 168953 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 4193 members 
Mstep: Class 32 contains 42651 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 5867 members 
Mstep: Class 35 contains 16565 members 
Mstep: Class 36 contains 1789 members 
Mstep: Class 37 contains 2221 members 
Mstep: Class 38 contains 2192 members 
Mstep: Class 39 contains 5476 members 
Mstep: Class 40 contains 4090 members 
Mstep: Class 41 contains 4227 members 
Mstep: Class 42 contains 9845 members 
Mstep: Class 43 contains 5546 members 
Mstep: Class 44 contains 1654 members 
Mstep: Class 45 contains 5691 members 
Mstep: Class 46 contains 7296 members 
Mstep: Class 47 contains 7980 members 
Mstep: Class 48 contains 3404 members 
Mstep: Class 49 contains 4124 members 
Mstep: Class 50 contains 6014 members 
Mstep: Class 51 contains 781 members 
Mstep: Class 52 contains 11615 members 
Mstep: Class 53 contains 363 members 
Mstep: Class 54 contains 21542 members 
Mstep: Class 55 contains 184809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133730632.000000 Penalty: 190680.203125
Iteration 82Q: 56 clusters Score -1.337306e+08 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 36762 members 
Mstep: Class 3 contains 36232 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 18216 members 
Mstep: Class 7 contains 28771 members 
Mstep: Class 8 contains 16399 members 
Mstep: Class 9 contains 22105 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 5143 members 
Mstep: Class 12 contains 17891 members 
Mstep: Class 13 contains 11309 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 9483 members 
Mstep: Class 16 contains 20066 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 190165 members 
Mstep: Class 21 contains 12059 members 
Mstep: Class 22 contains 55228 members 
Mstep: Class 23 contains 4754 members 
Mstep: Class 24 contains 18175 members 
Mstep: Class 25 contains 8010 members 
Mstep: Class 26 contains 41931 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 6233 members 
Mstep: Class 29 contains 169027 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4199 members 
Mstep: Class 32 contains 42585 members 
Mstep: Class 33 contains 285 members 
Mstep: Class 34 contains 5936 members 
Mstep: Class 35 contains 16599 members 
Mstep: Class 36 contains 1855 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 4103 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 10056 members 
Mstep: Class 43 contains 5563 members 
Mstep: Class 44 contains 1752 members 
Mstep: Class 45 contains 5710 members 
Mstep: Class 46 contains 7338 members 
Mstep: Class 47 contains 8081 members 
Mstep: Class 48 contains 3402 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 6130 members 
Mstep: Class 51 contains 784 members 
Mstep: Class 52 contains 11587 members 
Mstep: Class 53 contains 364 members 
Mstep: Class 54 contains 21417 members 
Mstep: Class 55 contains 184785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133731968.000000 Penalty: 190680.203125
Iteration 83Q: 56 clusters Score -1.33732e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 36689 members 
Mstep: Class 3 contains 36312 members 
Mstep: Class 4 contains 3941 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 18197 members 
Mstep: Class 7 contains 28674 members 
Mstep: Class 8 contains 16399 members 
Mstep: Class 9 contains 22095 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 5133 members 
Mstep: Class 12 contains 18062 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 9292 members 
Mstep: Class 15 contains 9469 members 
Mstep: Class 16 contains 20164 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 189972 members 
Mstep: Class 21 contains 12014 members 
Mstep: Class 22 contains 55010 members 
Mstep: Class 23 contains 5022 members 
Mstep: Class 24 contains 18210 members 
Mstep: Class 25 contains 8003 members 
Mstep: Class 26 contains 41670 members 
Mstep: Class 27 contains 3773 members 
Mstep: Class 28 contains 6281 members 
Mstep: Class 29 contains 169063 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4217 members 
Mstep: Class 32 contains 42536 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 5985 members 
Mstep: Class 35 contains 16621 members 
Mstep: Class 36 contains 1902 members 
Mstep: Class 37 contains 2211 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 4105 members 
Mstep: Class 41 contains 4134 members 
Mstep: Class 42 contains 10184 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 1824 members 
Mstep: Class 45 contains 5727 members 
Mstep: Class 46 contains 7376 members 
Mstep: Class 47 contains 8154 members 
Mstep: Class 48 contains 3391 members 
Mstep: Class 49 contains 4100 members 
Mstep: Class 50 contains 6190 members 
Mstep: Class 51 contains 788 members 
Mstep: Class 52 contains 11549 members 
Mstep: Class 53 contains 364 members 
Mstep: Class 54 contains 21281 members 
Mstep: Class 55 contains 184768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133732776.000000 Penalty: 190680.203125
Iteration 84Q: 56 clusters Score -1.337328e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 36622 members 
Mstep: Class 3 contains 36367 members 
Mstep: Class 4 contains 3875 members 
Mstep: Class 5 contains 7465 members 
Mstep: Class 6 contains 18174 members 
Mstep: Class 7 contains 28620 members 
Mstep: Class 8 contains 16394 members 
Mstep: Class 9 contains 22090 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 18227 members 
Mstep: Class 13 contains 11384 members 
Mstep: Class 14 contains 9326 members 
Mstep: Class 15 contains 9458 members 
Mstep: Class 16 contains 20273 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 189825 members 
Mstep: Class 21 contains 11990 members 
Mstep: Class 22 contains 54810 members 
Mstep: Class 23 contains 5270 members 
Mstep: Class 24 contains 18261 members 
Mstep: Class 25 contains 7985 members 
Mstep: Class 26 contains 41441 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 6331 members 
Mstep: Class 29 contains 169096 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4237 members 
Mstep: Class 32 contains 42471 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 6028 members 
Mstep: Class 35 contains 16654 members 
Mstep: Class 36 contains 1931 members 
Mstep: Class 37 contains 2211 members 
Mstep: Class 38 contains 2233 members 
Mstep: Class 39 contains 5511 members 
Mstep: Class 40 contains 4106 members 
Mstep: Class 41 contains 4123 members 
Mstep: Class 42 contains 10267 members 
Mstep: Class 43 contains 5593 members 
Mstep: Class 44 contains 1875 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7392 members 
Mstep: Class 47 contains 8209 members 
Mstep: Class 48 contains 3371 members 
Mstep: Class 49 contains 4101 members 
Mstep: Class 50 contains 6210 members 
Mstep: Class 51 contains 788 members 
Mstep: Class 52 contains 11502 members 
Mstep: Class 53 contains 366 members 
Mstep: Class 54 contains 21163 members 
Mstep: Class 55 contains 184750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133733232.000000 Penalty: 190680.203125
Iteration 85Q: 56 clusters Score -1.337332e+08 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 36561 members 
Mstep: Class 3 contains 36415 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 7463 members 
Mstep: Class 6 contains 18154 members 
Mstep: Class 7 contains 28590 members 
Mstep: Class 8 contains 16381 members 
Mstep: Class 9 contains 22086 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 18383 members 
Mstep: Class 13 contains 11386 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9456 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 189673 members 
Mstep: Class 21 contains 11969 members 
Mstep: Class 22 contains 54615 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 18306 members 
Mstep: Class 25 contains 7963 members 
Mstep: Class 26 contains 41248 members 
Mstep: Class 27 contains 3774 members 
Mstep: Class 28 contains 6374 members 
Mstep: Class 29 contains 169124 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4258 members 
Mstep: Class 32 contains 42417 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6071 members 
Mstep: Class 35 contains 16686 members 
Mstep: Class 36 contains 1952 members 
Mstep: Class 37 contains 2211 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 5521 members 
Mstep: Class 40 contains 4106 members 
Mstep: Class 41 contains 4119 members 
Mstep: Class 42 contains 10346 members 
Mstep: Class 43 contains 5599 members 
Mstep: Class 44 contains 1919 members 
Mstep: Class 45 contains 5732 members 
Mstep: Class 46 contains 7409 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 3359 members 
Mstep: Class 49 contains 4109 members 
Mstep: Class 50 contains 6229 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11457 members 
Mstep: Class 53 contains 365 members 
Mstep: Class 54 contains 21052 members 
Mstep: Class 55 contains 184748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133733976.000000 Penalty: 190680.203125
Iteration 86Q: 56 clusters Score -1.33734e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 36512 members 
Mstep: Class 3 contains 36435 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 7449 members 
Mstep: Class 6 contains 18134 members 
Mstep: Class 7 contains 28554 members 
Mstep: Class 8 contains 16378 members 
Mstep: Class 9 contains 22087 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 18533 members 
Mstep: Class 13 contains 11394 members 
Mstep: Class 14 contains 9379 members 
Mstep: Class 15 contains 9457 members 
Mstep: Class 16 contains 20520 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 189547 members 
Mstep: Class 21 contains 11957 members 
Mstep: Class 22 contains 54433 members 
Mstep: Class 23 contains 5777 members 
Mstep: Class 24 contains 18354 members 
Mstep: Class 25 contains 7958 members 
Mstep: Class 26 contains 41044 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 6419 members 
Mstep: Class 29 contains 169137 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4271 members 
Mstep: Class 32 contains 42355 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6096 members 
Mstep: Class 35 contains 16711 members 
Mstep: Class 36 contains 1963 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2238 members 
Mstep: Class 39 contains 5531 members 
Mstep: Class 40 contains 4115 members 
Mstep: Class 41 contains 4114 members 
Mstep: Class 42 contains 10412 members 
Mstep: Class 43 contains 5599 members 
Mstep: Class 44 contains 1948 members 
Mstep: Class 45 contains 5733 members 
Mstep: Class 46 contains 7421 members 
Mstep: Class 47 contains 8287 members 
Mstep: Class 48 contains 3348 members 
Mstep: Class 49 contains 4116 members 
Mstep: Class 50 contains 6254 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11414 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20959 members 
Mstep: Class 55 contains 184731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133734384.000000 Penalty: 190680.203125
Iteration 87Q: 56 clusters Score -1.337344e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 36469 members 
Mstep: Class 3 contains 36464 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 7439 members 
Mstep: Class 6 contains 18107 members 
Mstep: Class 7 contains 28508 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 22088 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 5108 members 
Mstep: Class 12 contains 18682 members 
Mstep: Class 13 contains 11402 members 
Mstep: Class 14 contains 9404 members 
Mstep: Class 15 contains 9452 members 
Mstep: Class 16 contains 20621 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 189419 members 
Mstep: Class 21 contains 11948 members 
Mstep: Class 22 contains 54262 members 
Mstep: Class 23 contains 6009 members 
Mstep: Class 24 contains 18395 members 
Mstep: Class 25 contains 7949 members 
Mstep: Class 26 contains 40851 members 
Mstep: Class 27 contains 3775 members 
Mstep: Class 28 contains 6473 members 
Mstep: Class 29 contains 169157 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4291 members 
Mstep: Class 32 contains 42333 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6116 members 
Mstep: Class 35 contains 16726 members 
Mstep: Class 36 contains 1970 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2238 members 
Mstep: Class 39 contains 5541 members 
Mstep: Class 40 contains 4116 members 
Mstep: Class 41 contains 4112 members 
Mstep: Class 42 contains 10481 members 
Mstep: Class 43 contains 5600 members 
Mstep: Class 44 contains 1966 members 
Mstep: Class 45 contains 5735 members 
Mstep: Class 46 contains 7432 members 
Mstep: Class 47 contains 8319 members 
Mstep: Class 48 contains 3346 members 
Mstep: Class 49 contains 4121 members 
Mstep: Class 50 contains 6263 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11372 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20882 members 
Mstep: Class 55 contains 184741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133734944.000000 Penalty: 190680.203125
Iteration 88Q: 56 clusters Score -1.337349e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 36429 members 
Mstep: Class 3 contains 36497 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 7424 members 
Mstep: Class 6 contains 18072 members 
Mstep: Class 7 contains 28472 members 
Mstep: Class 8 contains 16363 members 
Mstep: Class 9 contains 22081 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 5105 members 
Mstep: Class 12 contains 18821 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 9430 members 
Mstep: Class 15 contains 9435 members 
Mstep: Class 16 contains 20727 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 189315 members 
Mstep: Class 21 contains 11945 members 
Mstep: Class 22 contains 54082 members 
Mstep: Class 23 contains 6258 members 
Mstep: Class 24 contains 18414 members 
Mstep: Class 25 contains 7944 members 
Mstep: Class 26 contains 40680 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 6549 members 
Mstep: Class 29 contains 169181 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4307 members 
Mstep: Class 32 contains 42296 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6131 members 
Mstep: Class 35 contains 16737 members 
Mstep: Class 36 contains 1984 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2239 members 
Mstep: Class 39 contains 5556 members 
Mstep: Class 40 contains 4126 members 
Mstep: Class 41 contains 4109 members 
Mstep: Class 42 contains 10531 members 
Mstep: Class 43 contains 5601 members 
Mstep: Class 44 contains 1979 members 
Mstep: Class 45 contains 5736 members 
Mstep: Class 46 contains 7439 members 
Mstep: Class 47 contains 8340 members 
Mstep: Class 48 contains 3346 members 
Mstep: Class 49 contains 4125 members 
Mstep: Class 50 contains 6265 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11345 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20803 members 
Mstep: Class 55 contains 184760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133735096.000000 Penalty: 190680.203125
Iteration 89Q: 56 clusters Score -1.337351e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 36398 members 
Mstep: Class 3 contains 36511 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 7415 members 
Mstep: Class 6 contains 18015 members 
Mstep: Class 7 contains 28418 members 
Mstep: Class 8 contains 16359 members 
Mstep: Class 9 contains 22070 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 5101 members 
Mstep: Class 12 contains 18974 members 
Mstep: Class 13 contains 11369 members 
Mstep: Class 14 contains 9450 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 20829 members 
Mstep: Class 17 contains 801 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 189229 members 
Mstep: Class 21 contains 11946 members 
Mstep: Class 22 contains 53904 members 
Mstep: Class 23 contains 6522 members 
Mstep: Class 24 contains 18424 members 
Mstep: Class 25 contains 7939 members 
Mstep: Class 26 contains 40525 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 6675 members 
Mstep: Class 29 contains 169198 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4321 members 
Mstep: Class 32 contains 42247 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6139 members 
Mstep: Class 35 contains 16750 members 
Mstep: Class 36 contains 2001 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2240 members 
Mstep: Class 39 contains 5565 members 
Mstep: Class 40 contains 4134 members 
Mstep: Class 41 contains 4108 members 
Mstep: Class 42 contains 10576 members 
Mstep: Class 43 contains 5609 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 5737 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 8353 members 
Mstep: Class 48 contains 3342 members 
Mstep: Class 49 contains 4126 members 
Mstep: Class 50 contains 6264 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11320 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20744 members 
Mstep: Class 55 contains 184754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133735808.000000 Penalty: 190680.203125
Iteration 90Q: 56 clusters Score -1.337358e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 36365 members 
Mstep: Class 3 contains 36541 members 
Mstep: Class 4 contains 3327 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 17934 members 
Mstep: Class 7 contains 28377 members 
Mstep: Class 8 contains 16355 members 
Mstep: Class 9 contains 22067 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 5099 members 
Mstep: Class 12 contains 19103 members 
Mstep: Class 13 contains 11343 members 
Mstep: Class 14 contains 9459 members 
Mstep: Class 15 contains 9435 members 
Mstep: Class 16 contains 20961 members 
Mstep: Class 17 contains 800 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 189163 members 
Mstep: Class 21 contains 11938 members 
Mstep: Class 22 contains 53715 members 
Mstep: Class 23 contains 6766 members 
Mstep: Class 24 contains 18437 members 
Mstep: Class 25 contains 7933 members 
Mstep: Class 26 contains 40338 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 6852 members 
Mstep: Class 29 contains 169219 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4329 members 
Mstep: Class 32 contains 42181 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6144 members 
Mstep: Class 35 contains 16758 members 
Mstep: Class 36 contains 2013 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2241 members 
Mstep: Class 39 contains 5577 members 
Mstep: Class 40 contains 4135 members 
Mstep: Class 41 contains 4107 members 
Mstep: Class 42 contains 10627 members 
Mstep: Class 43 contains 5612 members 
Mstep: Class 44 contains 1997 members 
Mstep: Class 45 contains 5742 members 
Mstep: Class 46 contains 7442 members 
Mstep: Class 47 contains 8370 members 
Mstep: Class 48 contains 3342 members 
Mstep: Class 49 contains 4134 members 
Mstep: Class 50 contains 6267 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11295 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20681 members 
Mstep: Class 55 contains 184759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133736080.000000 Penalty: 190680.203125
Iteration 91Q: 56 clusters Score -1.337361e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 36346 members 
Mstep: Class 3 contains 36555 members 
Mstep: Class 4 contains 3216 members 
Mstep: Class 5 contains 7407 members 
Mstep: Class 6 contains 17829 members 
Mstep: Class 7 contains 28341 members 
Mstep: Class 8 contains 16348 members 
Mstep: Class 9 contains 22064 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 5097 members 
Mstep: Class 12 contains 19211 members 
Mstep: Class 13 contains 11313 members 
Mstep: Class 14 contains 9458 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 21087 members 
Mstep: Class 17 contains 801 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 189136 members 
Mstep: Class 21 contains 11930 members 
Mstep: Class 22 contains 53552 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 18441 members 
Mstep: Class 25 contains 7923 members 
Mstep: Class 26 contains 40192 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 7072 members 
Mstep: Class 29 contains 169233 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4342 members 
Mstep: Class 32 contains 42105 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6150 members 
Mstep: Class 35 contains 16761 members 
Mstep: Class 36 contains 2027 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2242 members 
Mstep: Class 39 contains 5587 members 
Mstep: Class 40 contains 4132 members 
Mstep: Class 41 contains 4106 members 
Mstep: Class 42 contains 10685 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 2005 members 
Mstep: Class 45 contains 5748 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 8379 members 
Mstep: Class 48 contains 3338 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 6269 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11267 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20613 members 
Mstep: Class 55 contains 184754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133736640.000000 Penalty: 190680.203125
Iteration 92Q: 56 clusters Score -1.337366e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 36329 members 
Mstep: Class 3 contains 36547 members 
Mstep: Class 4 contains 3117 members 
Mstep: Class 5 contains 7401 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 28308 members 
Mstep: Class 8 contains 16340 members 
Mstep: Class 9 contains 22056 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 5093 members 
Mstep: Class 12 contains 19311 members 
Mstep: Class 13 contains 11300 members 
Mstep: Class 14 contains 9459 members 
Mstep: Class 15 contains 9413 members 
Mstep: Class 16 contains 21212 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 189094 members 
Mstep: Class 21 contains 11922 members 
Mstep: Class 22 contains 53414 members 
Mstep: Class 23 contains 7202 members 
Mstep: Class 24 contains 18451 members 
Mstep: Class 25 contains 7920 members 
Mstep: Class 26 contains 40045 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 7338 members 
Mstep: Class 29 contains 169259 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4353 members 
Mstep: Class 32 contains 42033 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6151 members 
Mstep: Class 35 contains 16755 members 
Mstep: Class 36 contains 2039 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2242 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 4134 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 10744 members 
Mstep: Class 43 contains 5619 members 
Mstep: Class 44 contains 2007 members 
Mstep: Class 45 contains 5743 members 
Mstep: Class 46 contains 7448 members 
Mstep: Class 47 contains 8384 members 
Mstep: Class 48 contains 3336 members 
Mstep: Class 49 contains 4154 members 
Mstep: Class 50 contains 6268 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11247 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20561 members 
Mstep: Class 55 contains 184738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133736848.000000 Penalty: 190680.203125
Iteration 93Q: 56 clusters Score -1.337368e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 36316 members 
Mstep: Class 3 contains 36529 members 
Mstep: Class 4 contains 3011 members 
Mstep: Class 5 contains 7404 members 
Mstep: Class 6 contains 17539 members 
Mstep: Class 7 contains 28275 members 
Mstep: Class 8 contains 16334 members 
Mstep: Class 9 contains 22059 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 5089 members 
Mstep: Class 12 contains 19393 members 
Mstep: Class 13 contains 11302 members 
Mstep: Class 14 contains 9459 members 
Mstep: Class 15 contains 9409 members 
Mstep: Class 16 contains 21363 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 189068 members 
Mstep: Class 21 contains 11903 members 
Mstep: Class 22 contains 53286 members 
Mstep: Class 23 contains 7382 members 
Mstep: Class 24 contains 18448 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 39882 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 7615 members 
Mstep: Class 29 contains 169275 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4366 members 
Mstep: Class 32 contains 41953 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6158 members 
Mstep: Class 35 contains 16759 members 
Mstep: Class 36 contains 2051 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2242 members 
Mstep: Class 39 contains 5617 members 
Mstep: Class 40 contains 4125 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 10783 members 
Mstep: Class 43 contains 5619 members 
Mstep: Class 44 contains 2008 members 
Mstep: Class 45 contains 5746 members 
Mstep: Class 46 contains 7448 members 
Mstep: Class 47 contains 8393 members 
Mstep: Class 48 contains 3335 members 
Mstep: Class 49 contains 4170 members 
Mstep: Class 50 contains 6274 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11227 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20526 members 
Mstep: Class 55 contains 184730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133737400.000000 Penalty: 190680.203125
Iteration 94Q: 56 clusters Score -1.337374e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 36304 members 
Mstep: Class 3 contains 36517 members 
Mstep: Class 4 contains 2873 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 17374 members 
Mstep: Class 7 contains 28260 members 
Mstep: Class 8 contains 16332 members 
Mstep: Class 9 contains 22051 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 19466 members 
Mstep: Class 13 contains 11305 members 
Mstep: Class 14 contains 9461 members 
Mstep: Class 15 contains 9406 members 
Mstep: Class 16 contains 21496 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 189038 members 
Mstep: Class 21 contains 11902 members 
Mstep: Class 22 contains 53168 members 
Mstep: Class 23 contains 7574 members 
Mstep: Class 24 contains 18445 members 
Mstep: Class 25 contains 7897 members 
Mstep: Class 26 contains 39744 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 7875 members 
Mstep: Class 29 contains 169284 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4374 members 
Mstep: Class 32 contains 41903 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 16761 members 
Mstep: Class 36 contains 2060 members 
Mstep: Class 37 contains 2211 members 
Mstep: Class 38 contains 2242 members 
Mstep: Class 39 contains 5632 members 
Mstep: Class 40 contains 4118 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 10814 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 2010 members 
Mstep: Class 45 contains 5747 members 
Mstep: Class 46 contains 7449 members 
Mstep: Class 47 contains 8401 members 
Mstep: Class 48 contains 3335 members 
Mstep: Class 49 contains 4185 members 
Mstep: Class 50 contains 6280 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11217 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20487 members 
Mstep: Class 55 contains 184720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133737792.000000 Penalty: 190680.203125
Iteration 95Q: 56 clusters Score -1.337378e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 36290 members 
Mstep: Class 3 contains 36516 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 7399 members 
Mstep: Class 6 contains 17213 members 
Mstep: Class 7 contains 28254 members 
Mstep: Class 8 contains 16335 members 
Mstep: Class 9 contains 22045 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 19527 members 
Mstep: Class 13 contains 11318 members 
Mstep: Class 14 contains 9466 members 
Mstep: Class 15 contains 9398 members 
Mstep: Class 16 contains 21607 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 188996 members 
Mstep: Class 21 contains 11907 members 
Mstep: Class 22 contains 53041 members 
Mstep: Class 23 contains 7754 members 
Mstep: Class 24 contains 18450 members 
Mstep: Class 25 contains 7890 members 
Mstep: Class 26 contains 39611 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 8123 members 
Mstep: Class 29 contains 169294 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4380 members 
Mstep: Class 32 contains 41867 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6175 members 
Mstep: Class 35 contains 16757 members 
Mstep: Class 36 contains 2071 members 
Mstep: Class 37 contains 2210 members 
Mstep: Class 38 contains 2243 members 
Mstep: Class 39 contains 5642 members 
Mstep: Class 40 contains 4101 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 10849 members 
Mstep: Class 43 contains 5622 members 
Mstep: Class 44 contains 2010 members 
Mstep: Class 45 contains 5742 members 
Mstep: Class 46 contains 7450 members 
Mstep: Class 47 contains 8406 members 
Mstep: Class 48 contains 3335 members 
Mstep: Class 49 contains 4189 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11203 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20457 members 
Mstep: Class 55 contains 184717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133738792.000000 Penalty: 190680.203125
Iteration 96Q: 56 clusters Score -1.337388e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 36278 members 
Mstep: Class 3 contains 36511 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 7397 members 
Mstep: Class 6 contains 17081 members 
Mstep: Class 7 contains 28248 members 
Mstep: Class 8 contains 16334 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5083 members 
Mstep: Class 12 contains 19588 members 
Mstep: Class 13 contains 11337 members 
Mstep: Class 14 contains 9466 members 
Mstep: Class 15 contains 9391 members 
Mstep: Class 16 contains 21733 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 188948 members 
Mstep: Class 21 contains 11904 members 
Mstep: Class 22 contains 52907 members 
Mstep: Class 23 contains 7901 members 
Mstep: Class 24 contains 18463 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 39459 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 8344 members 
Mstep: Class 29 contains 169302 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4389 members 
Mstep: Class 32 contains 41836 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6191 members 
Mstep: Class 35 contains 16759 members 
Mstep: Class 36 contains 2077 members 
Mstep: Class 37 contains 2211 members 
Mstep: Class 38 contains 2243 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 4084 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 10873 members 
Mstep: Class 43 contains 5623 members 
Mstep: Class 44 contains 2010 members 
Mstep: Class 45 contains 5733 members 
Mstep: Class 46 contains 7452 members 
Mstep: Class 47 contains 8416 members 
Mstep: Class 48 contains 3335 members 
Mstep: Class 49 contains 4196 members 
Mstep: Class 50 contains 6282 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11176 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20434 members 
Mstep: Class 55 contains 184716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133739240.000000 Penalty: 190680.203125
Iteration 97Q: 56 clusters Score -1.337392e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 36266 members 
Mstep: Class 3 contains 36504 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 7388 members 
Mstep: Class 6 contains 16970 members 
Mstep: Class 7 contains 28241 members 
Mstep: Class 8 contains 16339 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5081 members 
Mstep: Class 12 contains 19643 members 
Mstep: Class 13 contains 11365 members 
Mstep: Class 14 contains 9468 members 
Mstep: Class 15 contains 9390 members 
Mstep: Class 16 contains 21827 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 188926 members 
Mstep: Class 21 contains 11907 members 
Mstep: Class 22 contains 52797 members 
Mstep: Class 23 contains 7973 members 
Mstep: Class 24 contains 18486 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 39331 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 8539 members 
Mstep: Class 29 contains 169314 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4395 members 
Mstep: Class 32 contains 41805 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6202 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2084 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2243 members 
Mstep: Class 39 contains 5690 members 
Mstep: Class 40 contains 4063 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 10907 members 
Mstep: Class 43 contains 5623 members 
Mstep: Class 44 contains 2010 members 
Mstep: Class 45 contains 5726 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 8422 members 
Mstep: Class 48 contains 3335 members 
Mstep: Class 49 contains 4201 members 
Mstep: Class 50 contains 6276 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11140 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20400 members 
Mstep: Class 55 contains 184714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133739848.000000 Penalty: 190680.203125
Iteration 98Q: 56 clusters Score -1.337398e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 36258 members 
Mstep: Class 3 contains 36496 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 28241 members 
Mstep: Class 8 contains 16346 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5080 members 
Mstep: Class 12 contains 19693 members 
Mstep: Class 13 contains 11357 members 
Mstep: Class 14 contains 9464 members 
Mstep: Class 15 contains 9388 members 
Mstep: Class 16 contains 21907 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 188883 members 
Mstep: Class 21 contains 11912 members 
Mstep: Class 22 contains 52719 members 
Mstep: Class 23 contains 8014 members 
Mstep: Class 24 contains 18506 members 
Mstep: Class 25 contains 7885 members 
Mstep: Class 26 contains 39204 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 8689 members 
Mstep: Class 29 contains 169316 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4402 members 
Mstep: Class 32 contains 41787 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6215 members 
Mstep: Class 35 contains 16766 members 
Mstep: Class 36 contains 2094 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2243 members 
Mstep: Class 39 contains 5697 members 
Mstep: Class 40 contains 4072 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 10948 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 2010 members 
Mstep: Class 45 contains 5729 members 
Mstep: Class 46 contains 7449 members 
Mstep: Class 47 contains 8435 members 
Mstep: Class 48 contains 3335 members 
Mstep: Class 49 contains 4202 members 
Mstep: Class 50 contains 6283 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11118 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20361 members 
Mstep: Class 55 contains 184716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133740304.000000 Penalty: 190680.203125
Iteration 99Q: 56 clusters Score -1.337403e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 36252 members 
Mstep: Class 3 contains 36467 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 16817 members 
Mstep: Class 7 contains 28238 members 
Mstep: Class 8 contains 16339 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 19743 members 
Mstep: Class 13 contains 11330 members 
Mstep: Class 14 contains 9458 members 
Mstep: Class 15 contains 9383 members 
Mstep: Class 16 contains 22015 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 188864 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 52628 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 18515 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 39124 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 8810 members 
Mstep: Class 29 contains 169327 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4407 members 
Mstep: Class 32 contains 41752 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 6226 members 
Mstep: Class 35 contains 16772 members 
Mstep: Class 36 contains 2109 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2243 members 
Mstep: Class 39 contains 5700 members 
Mstep: Class 40 contains 4094 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 10998 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 2010 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7446 members 
Mstep: Class 47 contains 8442 members 
Mstep: Class 48 contains 3335 members 
Mstep: Class 49 contains 4199 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11111 members 
Mstep: Class 53 contains 367 members 
Mstep: Class 54 contains 20337 members 
Mstep: Class 55 contains 184701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133740840.000000 Penalty: 190680.203125
Iteration 100F: 56 clusters Score -1.337408e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 36231 members 
Mstep: Class 3 contains 36459 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 7336 members 
Mstep: Class 6 contains 16723 members 
Mstep: Class 7 contains 28232 members 
Mstep: Class 8 contains 16336 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5075 members 
Mstep: Class 12 contains 19786 members 
Mstep: Class 13 contains 11297 members 
Mstep: Class 14 contains 9454 members 
Mstep: Class 15 contains 9378 members 
Mstep: Class 16 contains 22117 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188855 members 
Mstep: Class 21 contains 11914 members 
Mstep: Class 22 contains 52519 members 
Mstep: Class 23 contains 8127 members 
Mstep: Class 24 contains 18524 members 
Mstep: Class 25 contains 7869 members 
Mstep: Class 26 contains 39029 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 9010 members 
Mstep: Class 29 contains 169337 members 
Mstep: Class 30 contains 435 members 
Mstep: Class 31 contains 4411 members 
Mstep: Class 32 contains 41684 members 
Mstep: Class 33 contains 296 members 
Mstep: Class 34 contains 6233 members 
Mstep: Class 35 contains 16777 members 
Mstep: Class 36 contains 2131 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 2244 members 
Mstep: Class 39 contains 5702 members 
Mstep: Class 40 contains 4121 members 
Mstep: Class 41 contains 4104 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 5626 members 
Mstep: Class 44 contains 2011 members 
Mstep: Class 45 contains 5728 members 
Mstep: Class 46 contains 7443 members 
Mstep: Class 47 contains 8447 members 
Mstep: Class 48 contains 3334 members 
Mstep: Class 49 contains 4200 members 
Mstep: Class 50 contains 6289 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11102 members 
Mstep: Class 53 contains 366 members 
Mstep: Class 54 contains 20307 members 
Mstep: Class 55 contains 184683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741160.000000 Penalty: 190680.203125
Iteration 101Q: 56 clusters Score -1.337412e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 36217 members 
Mstep: Class 3 contains 36446 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7304 members 
Mstep: Class 6 contains 16644 members 
Mstep: Class 7 contains 28220 members 
Mstep: Class 8 contains 16335 members 
Mstep: Class 9 contains 22042 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 19826 members 
Mstep: Class 13 contains 11282 members 
Mstep: Class 14 contains 9454 members 
Mstep: Class 15 contains 9373 members 
Mstep: Class 16 contains 22244 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188863 members 
Mstep: Class 21 contains 11915 members 
Mstep: Class 22 contains 52410 members 
Mstep: Class 23 contains 8196 members 
Mstep: Class 24 contains 18529 members 
Mstep: Class 25 contains 7861 members 
Mstep: Class 26 contains 38934 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 9151 members 
Mstep: Class 29 contains 169345 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 4417 members 
Mstep: Class 32 contains 41624 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6242 members 
Mstep: Class 35 contains 16777 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 2244 members 
Mstep: Class 39 contains 5702 members 
Mstep: Class 40 contains 4152 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11054 members 
Mstep: Class 43 contains 5626 members 
Mstep: Class 44 contains 2011 members 
Mstep: Class 45 contains 5726 members 
Mstep: Class 46 contains 7444 members 
Mstep: Class 47 contains 8459 members 
Mstep: Class 48 contains 3333 members 
Mstep: Class 49 contains 4204 members 
Mstep: Class 50 contains 6293 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11090 members 
Mstep: Class 53 contains 364 members 
Mstep: Class 54 contains 20259 members 
Mstep: Class 55 contains 184654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741056.000000 Penalty: 190680.203125
Iteration 102Q: 56 clusters Score -1.337411e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 36210 members 
Mstep: Class 3 contains 36434 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 16593 members 
Mstep: Class 7 contains 28217 members 
Mstep: Class 8 contains 16334 members 
Mstep: Class 9 contains 22042 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 19855 members 
Mstep: Class 13 contains 11258 members 
Mstep: Class 14 contains 9450 members 
Mstep: Class 15 contains 9375 members 
Mstep: Class 16 contains 22376 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188853 members 
Mstep: Class 21 contains 11919 members 
Mstep: Class 22 contains 52296 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 18545 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 38829 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9277 members 
Mstep: Class 29 contains 169347 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 41553 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 16777 members 
Mstep: Class 36 contains 2184 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 2245 members 
Mstep: Class 39 contains 5704 members 
Mstep: Class 40 contains 4181 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11087 members 
Mstep: Class 43 contains 5626 members 
Mstep: Class 44 contains 2012 members 
Mstep: Class 45 contains 5727 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 8469 members 
Mstep: Class 48 contains 3331 members 
Mstep: Class 49 contains 4211 members 
Mstep: Class 50 contains 6296 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11080 members 
Mstep: Class 53 contains 363 members 
Mstep: Class 54 contains 20233 members 
Mstep: Class 55 contains 184644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133740880.000000 Penalty: 190680.203125
Iteration 103Q: 56 clusters Score -1.337409e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 36202 members 
Mstep: Class 3 contains 36421 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7264 members 
Mstep: Class 6 contains 16547 members 
Mstep: Class 7 contains 28223 members 
Mstep: Class 8 contains 16337 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 19891 members 
Mstep: Class 13 contains 11251 members 
Mstep: Class 14 contains 9443 members 
Mstep: Class 15 contains 9372 members 
Mstep: Class 16 contains 22515 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188828 members 
Mstep: Class 21 contains 11916 members 
Mstep: Class 22 contains 52182 members 
Mstep: Class 23 contains 8293 members 
Mstep: Class 24 contains 18551 members 
Mstep: Class 25 contains 7845 members 
Mstep: Class 26 contains 38746 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 9386 members 
Mstep: Class 29 contains 169351 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 41490 members 
Mstep: Class 33 contains 303 members 
Mstep: Class 34 contains 6247 members 
Mstep: Class 35 contains 16778 members 
Mstep: Class 36 contains 2205 members 
Mstep: Class 37 contains 2214 members 
Mstep: Class 38 contains 2245 members 
Mstep: Class 39 contains 5704 members 
Mstep: Class 40 contains 4200 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11113 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 2012 members 
Mstep: Class 45 contains 5729 members 
Mstep: Class 46 contains 7445 members 
Mstep: Class 47 contains 8478 members 
Mstep: Class 48 contains 3330 members 
Mstep: Class 49 contains 4221 members 
Mstep: Class 50 contains 6295 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 11070 members 
Mstep: Class 53 contains 361 members 
Mstep: Class 54 contains 20212 members 
Mstep: Class 55 contains 184633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741088.000000 Penalty: 190680.203125
Iteration 104Q: 56 clusters Score -1.337411e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 36194 members 
Mstep: Class 3 contains 36408 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 16504 members 
Mstep: Class 7 contains 28218 members 
Mstep: Class 8 contains 16341 members 
Mstep: Class 9 contains 22034 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 5073 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 11239 members 
Mstep: Class 14 contains 9433 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 22642 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188802 members 
Mstep: Class 21 contains 11907 members 
Mstep: Class 22 contains 52090 members 
Mstep: Class 23 contains 8339 members 
Mstep: Class 24 contains 18564 members 
Mstep: Class 25 contains 7838 members 
Mstep: Class 26 contains 38686 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 9478 members 
Mstep: Class 29 contains 169352 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 41436 members 
Mstep: Class 33 contains 304 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 16775 members 
Mstep: Class 36 contains 2222 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2245 members 
Mstep: Class 39 contains 5704 members 
Mstep: Class 40 contains 4219 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11138 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 2012 members 
Mstep: Class 45 contains 5729 members 
Mstep: Class 46 contains 7444 members 
Mstep: Class 47 contains 8481 members 
Mstep: Class 48 contains 3331 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6299 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 11067 members 
Mstep: Class 53 contains 360 members 
Mstep: Class 54 contains 20192 members 
Mstep: Class 55 contains 184626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741496.000000 Penalty: 190680.203125
Iteration 105Q: 56 clusters Score -1.337415e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 36191 members 
Mstep: Class 3 contains 36397 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7231 members 
Mstep: Class 6 contains 16474 members 
Mstep: Class 7 contains 28218 members 
Mstep: Class 8 contains 16344 members 
Mstep: Class 9 contains 22033 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 5072 members 
Mstep: Class 12 contains 19954 members 
Mstep: Class 13 contains 11230 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 22758 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188753 members 
Mstep: Class 21 contains 11900 members 
Mstep: Class 22 contains 51991 members 
Mstep: Class 23 contains 8380 members 
Mstep: Class 24 contains 18579 members 
Mstep: Class 25 contains 7836 members 
Mstep: Class 26 contains 38641 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 9548 members 
Mstep: Class 29 contains 169356 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 41385 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 16780 members 
Mstep: Class 36 contains 2247 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2246 members 
Mstep: Class 39 contains 5704 members 
Mstep: Class 40 contains 4240 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11157 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 2013 members 
Mstep: Class 45 contains 5729 members 
Mstep: Class 46 contains 7442 members 
Mstep: Class 47 contains 8486 members 
Mstep: Class 48 contains 3331 members 
Mstep: Class 49 contains 4224 members 
Mstep: Class 50 contains 6303 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 11059 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 20171 members 
Mstep: Class 55 contains 184631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741504.000000 Penalty: 190680.203125
Iteration 106Q: 56 clusters Score -1.337415e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 36183 members 
Mstep: Class 3 contains 36390 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7216 members 
Mstep: Class 6 contains 16447 members 
Mstep: Class 7 contains 28222 members 
Mstep: Class 8 contains 16345 members 
Mstep: Class 9 contains 22033 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 19980 members 
Mstep: Class 13 contains 11219 members 
Mstep: Class 14 contains 9421 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 22857 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188743 members 
Mstep: Class 21 contains 11900 members 
Mstep: Class 22 contains 51890 members 
Mstep: Class 23 contains 8410 members 
Mstep: Class 24 contains 18589 members 
Mstep: Class 25 contains 7835 members 
Mstep: Class 26 contains 38601 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9597 members 
Mstep: Class 29 contains 169366 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 41340 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 16782 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5703 members 
Mstep: Class 40 contains 4262 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11171 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 2015 members 
Mstep: Class 45 contains 5729 members 
Mstep: Class 46 contains 7440 members 
Mstep: Class 47 contains 8491 members 
Mstep: Class 48 contains 3331 members 
Mstep: Class 49 contains 4228 members 
Mstep: Class 50 contains 6298 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 11048 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 20152 members 
Mstep: Class 55 contains 184635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741800.000000 Penalty: 190680.203125
Iteration 107Q: 56 clusters Score -1.337418e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 36176 members 
Mstep: Class 3 contains 36391 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7209 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 28228 members 
Mstep: Class 8 contains 16348 members 
Mstep: Class 9 contains 22030 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 20022 members 
Mstep: Class 13 contains 11202 members 
Mstep: Class 14 contains 9416 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 22939 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188733 members 
Mstep: Class 21 contains 11905 members 
Mstep: Class 22 contains 51782 members 
Mstep: Class 23 contains 8439 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 7834 members 
Mstep: Class 26 contains 38569 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9640 members 
Mstep: Class 29 contains 169377 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 41283 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6254 members 
Mstep: Class 35 contains 16785 members 
Mstep: Class 36 contains 2287 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5703 members 
Mstep: Class 40 contains 4277 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11192 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5729 members 
Mstep: Class 46 contains 7440 members 
Mstep: Class 47 contains 8492 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4232 members 
Mstep: Class 50 contains 6297 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 11043 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 20140 members 
Mstep: Class 55 contains 184634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741584.000000 Penalty: 190680.203125
Iteration 108Q: 56 clusters Score -1.337416e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 36379 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7197 members 
Mstep: Class 6 contains 16415 members 
Mstep: Class 7 contains 28245 members 
Mstep: Class 8 contains 16344 members 
Mstep: Class 9 contains 22031 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 12 contains 20043 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 9414 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 23036 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 188730 members 
Mstep: Class 21 contains 11903 members 
Mstep: Class 22 contains 51678 members 
Mstep: Class 23 contains 8471 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 7835 members 
Mstep: Class 26 contains 38530 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9676 members 
Mstep: Class 29 contains 169379 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4433 members 
Mstep: Class 32 contains 41242 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6258 members 
Mstep: Class 35 contains 16783 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5703 members 
Mstep: Class 40 contains 4293 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11207 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5728 members 
Mstep: Class 46 contains 7438 members 
Mstep: Class 47 contains 8495 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4234 members 
Mstep: Class 50 contains 6303 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 11033 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 20121 members 
Mstep: Class 55 contains 184640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741584.000000 Penalty: 190680.203125
Iteration 109Q: 56 clusters Score -1.337416e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 36369 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7184 members 
Mstep: Class 6 contains 16407 members 
Mstep: Class 7 contains 28253 members 
Mstep: Class 8 contains 16340 members 
Mstep: Class 9 contains 22033 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 12 contains 20066 members 
Mstep: Class 13 contains 11192 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 23125 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 188728 members 
Mstep: Class 21 contains 11900 members 
Mstep: Class 22 contains 51585 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 18599 members 
Mstep: Class 25 contains 7836 members 
Mstep: Class 26 contains 38496 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9710 members 
Mstep: Class 29 contains 169396 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4435 members 
Mstep: Class 32 contains 41196 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6266 members 
Mstep: Class 35 contains 16780 members 
Mstep: Class 36 contains 2301 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5703 members 
Mstep: Class 40 contains 4311 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11226 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5728 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8495 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4234 members 
Mstep: Class 50 contains 6304 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 11029 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 20106 members 
Mstep: Class 55 contains 184643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741512.000000 Penalty: 190680.203125
Iteration 110Q: 56 clusters Score -1.337415e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 36154 members 
Mstep: Class 3 contains 36369 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7170 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 28251 members 
Mstep: Class 8 contains 16338 members 
Mstep: Class 9 contains 22033 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 12 contains 20092 members 
Mstep: Class 13 contains 11179 members 
Mstep: Class 14 contains 9408 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 188721 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 51490 members 
Mstep: Class 23 contains 8519 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 7837 members 
Mstep: Class 26 contains 38470 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 169407 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4437 members 
Mstep: Class 32 contains 41160 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6274 members 
Mstep: Class 35 contains 16782 members 
Mstep: Class 36 contains 2312 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5704 members 
Mstep: Class 40 contains 4325 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11247 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8496 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4234 members 
Mstep: Class 50 contains 6310 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 11023 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 20083 members 
Mstep: Class 55 contains 184641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741552.000000 Penalty: 190680.203125
Iteration 111Q: 56 clusters Score -1.337416e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 36148 members 
Mstep: Class 3 contains 36372 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7155 members 
Mstep: Class 6 contains 16389 members 
Mstep: Class 7 contains 28248 members 
Mstep: Class 8 contains 16333 members 
Mstep: Class 9 contains 22032 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 12 contains 20118 members 
Mstep: Class 13 contains 11166 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 23288 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 188702 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 51415 members 
Mstep: Class 23 contains 8554 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 7840 members 
Mstep: Class 26 contains 38457 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9774 members 
Mstep: Class 29 contains 169412 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4441 members 
Mstep: Class 32 contains 41114 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6286 members 
Mstep: Class 35 contains 16778 members 
Mstep: Class 36 contains 2327 members 
Mstep: Class 37 contains 2215 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5705 members 
Mstep: Class 40 contains 4346 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11276 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5729 members 
Mstep: Class 46 contains 7434 members 
Mstep: Class 47 contains 8497 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4234 members 
Mstep: Class 50 contains 6314 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 11015 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 20060 members 
Mstep: Class 55 contains 184637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741752.000000 Penalty: 190680.203125
Iteration 112Q: 56 clusters Score -1.337418e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 36141 members 
Mstep: Class 3 contains 36365 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7137 members 
Mstep: Class 6 contains 16386 members 
Mstep: Class 7 contains 28255 members 
Mstep: Class 8 contains 16332 members 
Mstep: Class 9 contains 22028 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5067 members 
Mstep: Class 12 contains 20149 members 
Mstep: Class 13 contains 11159 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 23347 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 188683 members 
Mstep: Class 21 contains 11891 members 
Mstep: Class 22 contains 51344 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 7844 members 
Mstep: Class 26 contains 38448 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9788 members 
Mstep: Class 29 contains 169418 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4445 members 
Mstep: Class 32 contains 41085 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6293 members 
Mstep: Class 35 contains 16773 members 
Mstep: Class 36 contains 2334 members 
Mstep: Class 37 contains 2215 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 5705 members 
Mstep: Class 40 contains 4368 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11294 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5727 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8500 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4236 members 
Mstep: Class 50 contains 6310 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 11004 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 20047 members 
Mstep: Class 55 contains 184637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741744.000000 Penalty: 190680.203125
Iteration 113Q: 56 clusters Score -1.337417e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 36136 members 
Mstep: Class 3 contains 36361 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 16384 members 
Mstep: Class 7 contains 28266 members 
Mstep: Class 8 contains 16330 members 
Mstep: Class 9 contains 22024 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5067 members 
Mstep: Class 12 contains 20174 members 
Mstep: Class 13 contains 11146 members 
Mstep: Class 14 contains 9389 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 23402 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 188662 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 22 contains 51282 members 
Mstep: Class 23 contains 8605 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 7843 members 
Mstep: Class 26 contains 38431 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9800 members 
Mstep: Class 29 contains 169429 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4448 members 
Mstep: Class 32 contains 41059 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6302 members 
Mstep: Class 35 contains 16766 members 
Mstep: Class 36 contains 2352 members 
Mstep: Class 37 contains 2215 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 5705 members 
Mstep: Class 40 contains 4386 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11313 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5727 members 
Mstep: Class 46 contains 7436 members 
Mstep: Class 47 contains 8502 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4236 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 11002 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 20032 members 
Mstep: Class 55 contains 184630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741800.000000 Penalty: 190680.203125
Iteration 114Q: 56 clusters Score -1.337418e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 36129 members 
Mstep: Class 3 contains 36362 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7106 members 
Mstep: Class 6 contains 16381 members 
Mstep: Class 7 contains 28283 members 
Mstep: Class 8 contains 16329 members 
Mstep: Class 9 contains 22021 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5066 members 
Mstep: Class 12 contains 20190 members 
Mstep: Class 13 contains 11139 members 
Mstep: Class 14 contains 9384 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 23450 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 188661 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 51226 members 
Mstep: Class 23 contains 8621 members 
Mstep: Class 24 contains 18601 members 
Mstep: Class 25 contains 7843 members 
Mstep: Class 26 contains 38415 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9810 members 
Mstep: Class 29 contains 169430 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 41027 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6313 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 2215 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5705 members 
Mstep: Class 40 contains 4403 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11336 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5728 members 
Mstep: Class 46 contains 7434 members 
Mstep: Class 47 contains 8502 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4236 members 
Mstep: Class 50 contains 6311 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 10997 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 20015 members 
Mstep: Class 55 contains 184622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133742000.000000 Penalty: 190680.203125
Iteration 115Q: 56 clusters Score -1.33742e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 36117 members 
Mstep: Class 3 contains 36359 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7084 members 
Mstep: Class 6 contains 16379 members 
Mstep: Class 7 contains 28308 members 
Mstep: Class 8 contains 16329 members 
Mstep: Class 9 contains 22023 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5066 members 
Mstep: Class 12 contains 20205 members 
Mstep: Class 13 contains 11126 members 
Mstep: Class 14 contains 9378 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 23497 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 188661 members 
Mstep: Class 21 contains 11885 members 
Mstep: Class 22 contains 51162 members 
Mstep: Class 23 contains 8640 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 7845 members 
Mstep: Class 26 contains 38399 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9821 members 
Mstep: Class 29 contains 169435 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 41007 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6326 members 
Mstep: Class 35 contains 16760 members 
Mstep: Class 36 contains 2382 members 
Mstep: Class 37 contains 2215 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5705 members 
Mstep: Class 40 contains 4427 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11349 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5728 members 
Mstep: Class 46 contains 7432 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 6310 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 10993 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19996 members 
Mstep: Class 55 contains 184618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133742096.000000 Penalty: 190680.203125
Iteration 116Q: 56 clusters Score -1.337421e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 36109 members 
Mstep: Class 3 contains 36360 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7063 members 
Mstep: Class 6 contains 16377 members 
Mstep: Class 7 contains 28308 members 
Mstep: Class 8 contains 16327 members 
Mstep: Class 9 contains 22023 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 20217 members 
Mstep: Class 13 contains 11126 members 
Mstep: Class 14 contains 9374 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 23553 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 188650 members 
Mstep: Class 21 contains 11885 members 
Mstep: Class 22 contains 51102 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 18609 members 
Mstep: Class 25 contains 7850 members 
Mstep: Class 26 contains 38388 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9835 members 
Mstep: Class 29 contains 169446 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40976 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6342 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2396 members 
Mstep: Class 37 contains 2215 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5705 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11353 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5728 members 
Mstep: Class 46 contains 7433 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 10987 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19970 members 
Mstep: Class 55 contains 184616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133742088.000000 Penalty: 190680.203125
Iteration 117Q: 56 clusters Score -1.337421e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 36100 members 
Mstep: Class 3 contains 36356 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 16375 members 
Mstep: Class 7 contains 28318 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 22023 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5064 members 
Mstep: Class 12 contains 20231 members 
Mstep: Class 13 contains 11127 members 
Mstep: Class 14 contains 9369 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 23607 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 188626 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 51065 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 18616 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 38362 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9850 members 
Mstep: Class 29 contains 169451 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4450 members 
Mstep: Class 32 contains 40938 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6354 members 
Mstep: Class 35 contains 16763 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2215 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5705 members 
Mstep: Class 40 contains 4463 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11359 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5727 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8501 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 6307 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 10985 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19956 members 
Mstep: Class 55 contains 184624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741904.000000 Penalty: 190680.203125
Iteration 118Q: 56 clusters Score -1.337419e+08 nChanged 374
Entering ConstructFrom: 
Score: -133741904.000000 Penalty: 190680.203125
Entering ConstructFrom: 
Trying to split cluster 1 (51923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Entering Unmasked Estep 
Score: -6295989.500000 Penalty: 2692.664307
	Iteration 0F: 2 clusters Score -6295990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -6261003.000000 Penalty: 5385.328613
	Iteration 0F: 3 clusters Score -6261003 nChanged 24022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -6274721.500000 Penalty: 5385.328613
	Iteration 1F: 3 clusters Score -6274722 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -6275570.000000 Penalty: 5385.328613
	Iteration 2Q: 3 clusters Score -6275570 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6276937.000000 Penalty: 5385.328613
	Iteration 3Q: 3 clusters Score -6276937 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -6278957.500000 Penalty: 5385.328613
	Iteration 4F: 3 clusters Score -6278958 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -6281357.500000 Penalty: 5385.328613
	Iteration 5F: 3 clusters Score -6281358 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -6283691.500000 Penalty: 5385.328613
	Iteration 6F: 3 clusters Score -6283692 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -6285700.500000 Penalty: 5385.328613
	Iteration 7F: 3 clusters Score -6285700 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -6287541.500000 Penalty: 5385.328613
	Iteration 8F: 3 clusters Score -6287542 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -6289098.500000 Penalty: 5385.328613
	Iteration 9Q: 3 clusters Score -6289098 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -6290187.000000 Penalty: 5385.328613
	Iteration 10Q: 3 clusters Score -6290187 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -6290929.500000 Penalty: 5385.328613
	Iteration 11Q: 3 clusters Score -6290930 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -6291451.500000 Penalty: 5385.328613
	Iteration 12Q: 3 clusters Score -6291452 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -6291951.500000 Penalty: 5385.328613
	Iteration 13Q: 3 clusters Score -6291952 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -6292349.000000 Penalty: 5385.328613
	Iteration 14Q: 3 clusters Score -6292349 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -6292742.500000 Penalty: 5385.328613
	Iteration 15Q: 3 clusters Score -6292742 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -6293059.500000 Penalty: 5385.328613
	Iteration 16Q: 3 clusters Score -6293060 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -6293284.500000 Penalty: 5385.328613
	Iteration 17Q: 3 clusters Score -6293284 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -6293528.500000 Penalty: 5385.328613
	Iteration 18Q: 3 clusters Score -6293528 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -6293682.500000 Penalty: 5385.328613
	Iteration 19Q: 3 clusters Score -6293682 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -6293799.500000 Penalty: 5385.328613
	Iteration 20F: 3 clusters Score -6293800 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -6293939.500000 Penalty: 5385.328613
	Iteration 21Q: 3 clusters Score -6293940 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -6294050.000000 Penalty: 5385.328613
	Iteration 22Q: 3 clusters Score -6294050 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -6294137.500000 Penalty: 5385.328613
	Iteration 23Q: 3 clusters Score -6294138 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -6294185.000000 Penalty: 5385.328613
	Iteration 24Q: 3 clusters Score -6294185 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -6294247.500000 Penalty: 5385.328613
	Iteration 25Q: 3 clusters Score -6294248 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -6294299.000000 Penalty: 5385.328613
	Iteration 26Q: 3 clusters Score -6294299 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -6294344.000000 Penalty: 5385.328613
	Iteration 27Q: 3 clusters Score -6294344 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -6294356.000000 Penalty: 5385.328613
	Iteration 28Q: 3 clusters Score -6294356 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -6294411.000000 Penalty: 5385.328613
	Iteration 29Q: 3 clusters Score -6294411 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -6294424.500000 Penalty: 5385.328613
	Iteration 30Q: 3 clusters Score -6294424 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -6294452.000000 Penalty: 5385.328613
	Iteration 31Q: 3 clusters Score -6294452 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -6294461.000000 Penalty: 5385.328613
	Iteration 32Q: 3 clusters Score -6294461 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -6294502.000000 Penalty: 5385.328613
	Iteration 33Q: 3 clusters Score -6294502 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -6294510.500000 Penalty: 5385.328613
	Iteration 34Q: 3 clusters Score -6294510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -6294522.500000 Penalty: 5385.328613
	Iteration 35Q: 3 clusters Score -6294522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -6294530.500000 Penalty: 5385.328613
	Iteration 36Q: 3 clusters Score -6294530 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -6294517.500000 Penalty: 5385.328613
	Iteration 37Q: 3 clusters Score -6294518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -6294529.500000 Penalty: 5385.328613
	Iteration 38Q: 3 clusters Score -6294530 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -6294522.000000 Penalty: 5385.328613
	Iteration 39Q: 3 clusters Score -6294522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -6294541.500000 Penalty: 5385.328613
	Iteration 40F: 3 clusters Score -6294542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -6294543.500000 Penalty: 5385.328613
	Iteration 41Q: 3 clusters Score -6294544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -6294570.500000 Penalty: 5385.328613
	Iteration 42Q: 3 clusters Score -6294570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -6294580.500000 Penalty: 5385.328613
	Iteration 43Q: 3 clusters Score -6294580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -6294588.500000 Penalty: 5385.328613
	Iteration 44Q: 3 clusters Score -6294588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -6294606.000000 Penalty: 5385.328613
	Iteration 45Q: 3 clusters Score -6294606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -6294609.000000 Penalty: 5385.328613
	Iteration 46Q: 3 clusters Score -6294609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -6294614.000000 Penalty: 5385.328613
	Iteration 47Q: 3 clusters Score -6294614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -6294628.000000 Penalty: 5385.328613
	Iteration 48Q: 3 clusters Score -6294628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -6294633.000000 Penalty: 5385.328613
	Iteration 49Q: 3 clusters Score -6294633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -6294623.000000 Penalty: 5385.328613
	Iteration 50Q: 3 clusters Score -6294623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -6294635.000000 Penalty: 5385.328613
	Iteration 51Q: 3 clusters Score -6294635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -6294632.000000 Penalty: 5385.328613
	Iteration 52Q: 3 clusters Score -6294632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -6294624.500000 Penalty: 5385.328613
	Iteration 53Q: 3 clusters Score -6294624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -6294614.000000 Penalty: 5385.328613
	Iteration 54Q: 3 clusters Score -6294614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -6294629.000000 Penalty: 5385.328613
	Iteration 55Q: 3 clusters Score -6294629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -6294631.000000 Penalty: 5385.328613
	Iteration 56Q: 3 clusters Score -6294631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -6294636.000000 Penalty: 5385.328613
	Iteration 57Q: 3 clusters Score -6294636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -6294638.000000 Penalty: 5385.328613
	Iteration 58Q: 3 clusters Score -6294638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -6294646.500000 Penalty: 5385.328613
	Iteration 59Q: 3 clusters Score -6294646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -6294640.500000 Penalty: 5385.328613
	Iteration 60F: 3 clusters Score -6294640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -6294644.500000 Penalty: 5385.328613
	Iteration 61Q: 3 clusters Score -6294644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -6294638.500000 Penalty: 5385.328613
	Iteration 62Q: 3 clusters Score -6294638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -6294636.500000 Penalty: 5385.328613
	Iteration 63Q: 3 clusters Score -6294636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -6294634.000000 Penalty: 5385.328613
	Iteration 64Q: 3 clusters Score -6294634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -6294630.500000 Penalty: 5385.328613
	Iteration 65Q: 3 clusters Score -6294630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -6294636.500000 Penalty: 5385.328613
	Iteration 66Q: 3 clusters Score -6294636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -6294633.000000 Penalty: 5385.328613
	Iteration 67Q: 3 clusters Score -6294633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -6294630.500000 Penalty: 5385.328613
	Iteration 68Q: 3 clusters Score -6294630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -6294625.500000 Penalty: 5385.328613
	Iteration 69Q: 3 clusters Score -6294626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -6294626.500000 Penalty: 5385.328613
	Iteration 70Q: 3 clusters Score -6294626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -6294630.500000 Penalty: 5385.328613
	Iteration 71Q: 3 clusters Score -6294630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -6294637.000000 Penalty: 5385.328613
	Iteration 72Q: 3 clusters Score -6294637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -6294641.000000 Penalty: 5385.328613
	Iteration 73Q: 3 clusters Score -6294641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -6294631.500000 Penalty: 5385.328613
	Iteration 74Q: 3 clusters Score -6294632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -6294624.000000 Penalty: 5385.328613
	Iteration 75Q: 3 clusters Score -6294624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6294629.500000 Penalty: 5385.328613
	Iteration 76Q: 3 clusters Score -6294630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -6294629.500000 Penalty: 5385.328613
	Iteration 77Q: 3 clusters Score -6294630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -6294634.000000 Penalty: 5385.328613
	Iteration 78Q: 3 clusters Score -6294634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -6294630.500000 Penalty: 5385.328613
	Iteration 79Q: 3 clusters Score -6294630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -6294628.500000 Penalty: 5385.328613
	Iteration 80F: 3 clusters Score -6294628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Entering Unmasked Estep 
Score: -4127845.750000 Penalty: 2602.455322
	Iteration 0F: 2 clusters Score -4127846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4103466.000000 Penalty: 5204.910645
	Iteration 0F: 3 clusters Score -4103466 nChanged 16352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4112415.250000 Penalty: 5204.910645
	Iteration 1F: 3 clusters Score -4112415 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4113234.750000 Penalty: 5204.910645
	Iteration 2F: 3 clusters Score -4113235 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4114310.000000 Penalty: 5204.910645
	Iteration 3F: 3 clusters Score -4114310 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4115840.750000 Penalty: 5204.910645
	Iteration 4F: 3 clusters Score -4115841 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -4117837.000000 Penalty: 5204.910645
	Iteration 5F: 3 clusters Score -4117837 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4119771.750000 Penalty: 5204.910645
	Iteration 6F: 3 clusters Score -4119772 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4121190.500000 Penalty: 5204.910645
	Iteration 7F: 3 clusters Score -4121190 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -4122070.750000 Penalty: 5204.910645
	Iteration 8Q: 3 clusters Score -4122071 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -4122663.750000 Penalty: 5204.910645
	Iteration 9Q: 3 clusters Score -4122664 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4123140.500000 Penalty: 5204.910645
	Iteration 10Q: 3 clusters Score -4123140 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -4123663.000000 Penalty: 5204.910645
	Iteration 11Q: 3 clusters Score -4123663 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -4124150.000000 Penalty: 5204.910645
	Iteration 12Q: 3 clusters Score -4124150 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4124497.000000 Penalty: 5204.910645
	Iteration 13Q: 3 clusters Score -4124497 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4124666.500000 Penalty: 5204.910645
	Iteration 14Q: 3 clusters Score -4124666 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4124770.500000 Penalty: 5204.910645
	Iteration 15Q: 3 clusters Score -4124770 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4124822.250000 Penalty: 5204.910645
	Iteration 16Q: 3 clusters Score -4124822 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -4124837.750000 Penalty: 5204.910645
	Iteration 17Q: 3 clusters Score -4124838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4124844.250000 Penalty: 5204.910645
	Iteration 18Q: 3 clusters Score -4124844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -4124845.500000 Penalty: 5204.910645
	Iteration 19Q: 3 clusters Score -4124846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -4124852.000000 Penalty: 5204.910645
	Iteration 20F: 3 clusters Score -4124852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4124861.250000 Penalty: 5204.910645
	Iteration 21Q: 3 clusters Score -4124861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -4124862.250000 Penalty: 5204.910645
	Iteration 22Q: 3 clusters Score -4124862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -4124866.000000 Penalty: 5204.910645
	Iteration 23Q: 3 clusters Score -4124866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -4124875.750000 Penalty: 5204.910645
	Iteration 24Q: 3 clusters Score -4124876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -4124886.250000 Penalty: 5204.910645
	Iteration 25Q: 3 clusters Score -4124886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -4124881.500000 Penalty: 5204.910645
	Iteration 26Q: 3 clusters Score -4124882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -4124883.750000 Penalty: 5204.910645
	Iteration 27Q: 3 clusters Score -4124884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -4124885.000000 Penalty: 5204.910645
	Iteration 28Q: 3 clusters Score -4124885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4124887.250000 Penalty: 5204.910645
	Iteration 29Q: 3 clusters Score -4124887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4124888.500000 Penalty: 5204.910645
	Iteration 30Q: 3 clusters Score -4124888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -4124893.750000 Penalty: 5204.910645
	Iteration 31Q: 3 clusters Score -4124894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -4124892.500000 Penalty: 5204.910645
	Iteration 32Q: 3 clusters Score -4124892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4124890.750000 Penalty: 5204.910645
	Iteration 33Q: 3 clusters Score -4124891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -4124896.250000 Penalty: 5204.910645
	Iteration 34Q: 3 clusters Score -4124896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -4124888.500000 Penalty: 5204.910645
	Iteration 35Q: 3 clusters Score -4124888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -4124901.750000 Penalty: 5204.910645
	Iteration 36Q: 3 clusters Score -4124902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4124900.000000 Penalty: 5204.910645
	Iteration 37Q: 3 clusters Score -4124900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -4124895.250000 Penalty: 5204.910645
	Iteration 38Q: 3 clusters Score -4124895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -4124897.750000 Penalty: 5204.910645
	Iteration 39Q: 3 clusters Score -4124898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4124898.500000 Penalty: 5204.910645
	Iteration 40F: 3 clusters Score -4124898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -4124896.500000 Penalty: 5204.910645
	Iteration 41Q: 3 clusters Score -4124896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -4124894.500000 Penalty: 5204.910645
	Iteration 42Q: 3 clusters Score -4124894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -4124894.500000 Penalty: 5204.910645
	Iteration 43F: 3 clusters Score -4124894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Entering Unmasked Estep 
Score: -4221212.000000 Penalty: 2604.208008
	Iteration 0F: 2 clusters Score -4221212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4196620.000000 Penalty: 5208.416016
	Iteration 0F: 3 clusters Score -4196620 nChanged 16411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4205551.500000 Penalty: 5208.416016
	Iteration 1F: 3 clusters Score -4205552 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -4206090.000000 Penalty: 5208.416016
	Iteration 2Q: 3 clusters Score -4206090 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4206596.500000 Penalty: 5208.416016
	Iteration 3Q: 3 clusters Score -4206596 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4207180.000000 Penalty: 5208.416016
	Iteration 4Q: 3 clusters Score -4207180 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -4208025.000000 Penalty: 5208.416016
	Iteration 5Q: 3 clusters Score -4208025 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4209419.000000 Penalty: 5208.416016
	Iteration 6F: 3 clusters Score -4209419 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -4211636.000000 Penalty: 5208.416016
	Iteration 7F: 3 clusters Score -4211636 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -4214579.500000 Penalty: 5208.416016
	Iteration 8F: 3 clusters Score -4214580 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -4217314.000000 Penalty: 5208.416016
	Iteration 9F: 3 clusters Score -4217314 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -4219595.000000 Penalty: 5208.416016
	Iteration 10F: 3 clusters Score -4219595 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4221119.000000 Penalty: 5208.416016
	Iteration 11Q: 3 clusters Score -4221119 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -4222074.500000 Penalty: 5208.416016
	Iteration 12Q: 3 clusters Score -4222074 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -4222706.000000 Penalty: 5208.416016
	Iteration 13Q: 3 clusters Score -4222706 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4223076.000000 Penalty: 5208.416016
	Iteration 14Q: 3 clusters Score -4223076 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4223269.000000 Penalty: 5208.416016
	Iteration 15Q: 3 clusters Score -4223269 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -4223380.500000 Penalty: 5208.416016
	Iteration 16Q: 3 clusters Score -4223380 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -4223455.500000 Penalty: 5208.416016
	Iteration 17Q: 3 clusters Score -4223456 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -4223498.500000 Penalty: 5208.416016
	Iteration 18Q: 3 clusters Score -4223498 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -4223527.500000 Penalty: 5208.416016
	Iteration 19Q: 3 clusters Score -4223528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4223546.500000 Penalty: 5208.416016
	Iteration 20F: 3 clusters Score -4223546 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4223574.500000 Penalty: 5208.416016
	Iteration 21Q: 3 clusters Score -4223574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4223572.500000 Penalty: 5208.416016
	Iteration 22Q: 3 clusters Score -4223572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -4223577.500000 Penalty: 5208.416016
	Iteration 23Q: 3 clusters Score -4223578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4223586.500000 Penalty: 5208.416016
	Iteration 24Q: 3 clusters Score -4223586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -4223602.500000 Penalty: 5208.416016
	Iteration 25Q: 3 clusters Score -4223602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -4223598.000000 Penalty: 5208.416016
	Iteration 26Q: 3 clusters Score -4223598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4223602.500000 Penalty: 5208.416016
	Iteration 27Q: 3 clusters Score -4223602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4223590.000000 Penalty: 5208.416016
	Iteration 28Q: 3 clusters Score -4223590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -4223600.500000 Penalty: 5208.416016
	Iteration 29Q: 3 clusters Score -4223600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4223599.500000 Penalty: 5208.416016
	Iteration 30Q: 3 clusters Score -4223600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -4223610.000000 Penalty: 5208.416016
	Iteration 31Q: 3 clusters Score -4223610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4223608.500000 Penalty: 5208.416016
	Iteration 32Q: 3 clusters Score -4223608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -4223604.000000 Penalty: 5208.416016
	Iteration 33Q: 3 clusters Score -4223604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -4223608.500000 Penalty: 5208.416016
	Iteration 34Q: 3 clusters Score -4223608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -4223606.500000 Penalty: 5208.416016
	Iteration 35Q: 3 clusters Score -4223606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -4223610.500000 Penalty: 5208.416016
	Iteration 36Q: 3 clusters Score -4223610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -4223611.000000 Penalty: 5208.416016
	Iteration 37Q: 3 clusters Score -4223611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -4223613.500000 Penalty: 5208.416016
	Iteration 38Q: 3 clusters Score -4223614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -4223612.000000 Penalty: 5208.416016
	Iteration 39Q: 3 clusters Score -4223612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -4223609.000000 Penalty: 5208.416016
	Iteration 40F: 3 clusters Score -4223609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -4223617.000000 Penalty: 5208.416016
	Iteration 41Q: 3 clusters Score -4223617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4223628.500000 Penalty: 5208.416016
	Iteration 42Q: 3 clusters Score -4223628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -4223631.000000 Penalty: 5208.416016
	Iteration 43Q: 3 clusters Score -4223631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -4223630.500000 Penalty: 5208.416016
	Iteration 44Q: 3 clusters Score -4223630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -4223630.500000 Penalty: 5208.416016
	Iteration 45F: 3 clusters Score -4223630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 16373 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 22026 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20242 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 51013 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 169453 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40916 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 10983 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19940 members 
Mstep: Class 55 contains 184622 members 
Mstep: Class 56 contains 27426 members 
Entering Unmasked Estep 
Score: -133743976.000000 Penalty: 194147.109375
Splitting cluster 3 changes total score from -133741904.000000 to -133743976.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 4 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -311693.000000 Penalty: 1953.029541
	Iteration 0F: 2 clusters Score -311693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -308660.968750 Penalty: 3906.059082
	Iteration 0F: 3 clusters Score -308661 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -309258.218750 Penalty: 3906.059082
	Iteration 1F: 3 clusters Score -309258.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -309419.843750 Penalty: 3906.059082
	Iteration 2F: 3 clusters Score -309419.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -309502.093750 Penalty: 3906.059082
	Iteration 3Q: 3 clusters Score -309502.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -309553.718750 Penalty: 3906.059082
	Iteration 4Q: 3 clusters Score -309553.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -309604.593750 Penalty: 3906.059082
	Iteration 5Q: 3 clusters Score -309604.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -309631.062500 Penalty: 3906.059082
	Iteration 6Q: 3 clusters Score -309631.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -309651.093750 Penalty: 3906.059082
	Iteration 7Q: 3 clusters Score -309651.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -309666.000000 Penalty: 3906.059082
	Iteration 8Q: 3 clusters Score -309666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -309680.406250 Penalty: 3906.059082
	Iteration 9Q: 3 clusters Score -309680.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -309698.093750 Penalty: 3906.059082
	Iteration 10Q: 3 clusters Score -309698.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -309711.812500 Penalty: 3906.059082
	Iteration 11Q: 3 clusters Score -309711.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -309735.125000 Penalty: 3906.059082
	Iteration 12Q: 3 clusters Score -309735.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -309752.750000 Penalty: 3906.059082
	Iteration 13Q: 3 clusters Score -309752.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -309770.687500 Penalty: 3906.059082
	Iteration 14Q: 3 clusters Score -309770.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -309790.843750 Penalty: 3906.059082
	Iteration 15Q: 3 clusters Score -309790.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -309812.625000 Penalty: 3906.059082
	Iteration 16Q: 3 clusters Score -309812.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -309824.781250 Penalty: 3906.059082
	Iteration 17Q: 3 clusters Score -309824.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -309828.937500 Penalty: 3906.059082
	Iteration 18Q: 3 clusters Score -309828.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -309830.437500 Penalty: 3906.059082
	Iteration 19Q: 3 clusters Score -309830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -309831.781250 Penalty: 3906.059082
	Iteration 20F: 3 clusters Score -309831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -309832.156250 Penalty: 3906.059082
	Iteration 21Q: 3 clusters Score -309832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -309833.125000 Penalty: 3906.059082
	Iteration 22Q: 3 clusters Score -309833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -309834.093750 Penalty: 3906.059082
	Iteration 23Q: 3 clusters Score -309834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -309834.093750 Penalty: 3906.059082
	Iteration 24Q: 3 clusters Score -309834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -309835.000000 Penalty: 3906.059082
	Iteration 25Q: 3 clusters Score -309835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -309835.437500 Penalty: 3906.059082
	Iteration 26Q: 3 clusters Score -309835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -309837.687500 Penalty: 3906.059082
	Iteration 27Q: 3 clusters Score -309837.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -309839.000000 Penalty: 3906.059082
	Iteration 28Q: 3 clusters Score -309839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -309840.687500 Penalty: 3906.059082
	Iteration 29Q: 3 clusters Score -309840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -309844.406250 Penalty: 3906.059082
	Iteration 30Q: 3 clusters Score -309844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -309847.375000 Penalty: 3906.059082
	Iteration 31Q: 3 clusters Score -309847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -309849.656250 Penalty: 3906.059082
	Iteration 32Q: 3 clusters Score -309849.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -309851.281250 Penalty: 3906.059082
	Iteration 33Q: 3 clusters Score -309851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -309856.031250 Penalty: 3906.059082
	Iteration 34Q: 3 clusters Score -309856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -309859.500000 Penalty: 3906.059082
	Iteration 35Q: 3 clusters Score -309859.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -309862.062500 Penalty: 3906.059082
	Iteration 36Q: 3 clusters Score -309862.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -309866.437500 Penalty: 3906.059082
	Iteration 37Q: 3 clusters Score -309866.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -309873.656250 Penalty: 3906.059082
	Iteration 38Q: 3 clusters Score -309873.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -309878.250000 Penalty: 3906.059082
	Iteration 39Q: 3 clusters Score -309878.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -309882.406250 Penalty: 3906.059082
	Iteration 40F: 3 clusters Score -309882.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -309890.750000 Penalty: 3906.059082
	Iteration 41Q: 3 clusters Score -309890.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -309902.500000 Penalty: 3906.059082
	Iteration 42Q: 3 clusters Score -309902.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -309915.687500 Penalty: 3906.059082
	Iteration 43Q: 3 clusters Score -309915.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -309922.312500 Penalty: 3906.059082
	Iteration 44Q: 3 clusters Score -309922.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -309928.281250 Penalty: 3906.059082
	Iteration 45Q: 3 clusters Score -309928.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -309934.593750 Penalty: 3906.059082
	Iteration 46Q: 3 clusters Score -309934.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -309942.500000 Penalty: 3906.059082
	Iteration 47Q: 3 clusters Score -309942.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -309949.687500 Penalty: 3906.059082
	Iteration 48Q: 3 clusters Score -309949.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -309958.250000 Penalty: 3906.059082
	Iteration 49Q: 3 clusters Score -309958.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -309963.625000 Penalty: 3906.059082
	Iteration 50Q: 3 clusters Score -309963.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -309971.281250 Penalty: 3906.059082
	Iteration 51Q: 3 clusters Score -309971.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -309983.968750 Penalty: 3906.059082
	Iteration 52Q: 3 clusters Score -309984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -309993.343750 Penalty: 3906.059082
	Iteration 53Q: 3 clusters Score -309993.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -310007.375000 Penalty: 3906.059082
	Iteration 54Q: 3 clusters Score -310007.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -310013.468750 Penalty: 3906.059082
	Iteration 55Q: 3 clusters Score -310013.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -310021.000000 Penalty: 3906.059082
	Iteration 56Q: 3 clusters Score -310021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -310031.093750 Penalty: 3906.059082
	Iteration 57Q: 3 clusters Score -310031.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -310042.656250 Penalty: 3906.059082
	Iteration 58Q: 3 clusters Score -310042.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -310052.281250 Penalty: 3906.059082
	Iteration 59Q: 3 clusters Score -310052.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -310062.781250 Penalty: 3906.059082
	Iteration 60F: 3 clusters Score -310062.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -310069.468750 Penalty: 3906.059082
	Iteration 61Q: 3 clusters Score -310069.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -310075.812500 Penalty: 3906.059082
	Iteration 62Q: 3 clusters Score -310075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -310079.968750 Penalty: 3906.059082
	Iteration 63Q: 3 clusters Score -310080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -310083.781250 Penalty: 3906.059082
	Iteration 64Q: 3 clusters Score -310083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -310092.281250 Penalty: 3906.059082
	Iteration 65Q: 3 clusters Score -310092.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -310099.031250 Penalty: 3906.059082
	Iteration 66Q: 3 clusters Score -310099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -310109.281250 Penalty: 3906.059082
	Iteration 67Q: 3 clusters Score -310109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -310119.500000 Penalty: 3906.059082
	Iteration 68Q: 3 clusters Score -310119.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -310127.250000 Penalty: 3906.059082
	Iteration 69Q: 3 clusters Score -310127.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -310134.843750 Penalty: 3906.059082
	Iteration 70Q: 3 clusters Score -310134.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -310139.125000 Penalty: 3906.059082
	Iteration 71Q: 3 clusters Score -310139.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -310144.593750 Penalty: 3906.059082
	Iteration 72Q: 3 clusters Score -310144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -310147.812500 Penalty: 3906.059082
	Iteration 73Q: 3 clusters Score -310147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -310151.906250 Penalty: 3906.059082
	Iteration 74Q: 3 clusters Score -310151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -310153.062500 Penalty: 3906.059082
	Iteration 75Q: 3 clusters Score -310153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -310154.812500 Penalty: 3906.059082
	Iteration 76Q: 3 clusters Score -310154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -310156.718750 Penalty: 3906.059082
	Iteration 77Q: 3 clusters Score -310156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -310156.812500 Penalty: 3906.059082
	Iteration 78Q: 3 clusters Score -310156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -310156.812500 Penalty: 3906.059082
	Iteration 79F: 3 clusters Score -310156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -798186.437500 Penalty: 2196.875488
	Iteration 0F: 2 clusters Score -798186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -792405.625000 Penalty: 4393.750977
	Iteration 0F: 3 clusters Score -792405.6 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -794132.875000 Penalty: 4393.750977
	Iteration 1F: 3 clusters Score -794132.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -794549.062500 Penalty: 4393.750977
	Iteration 2F: 3 clusters Score -794549.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -794841.750000 Penalty: 4393.750977
	Iteration 3F: 3 clusters Score -794841.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -795067.750000 Penalty: 4393.750977
	Iteration 4Q: 3 clusters Score -795067.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -795257.812500 Penalty: 4393.750977
	Iteration 5Q: 3 clusters Score -795257.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -795414.437500 Penalty: 4393.750977
	Iteration 6Q: 3 clusters Score -795414.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -795566.812500 Penalty: 4393.750977
	Iteration 7Q: 3 clusters Score -795566.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -795718.000000 Penalty: 4393.750977
	Iteration 8Q: 3 clusters Score -795718 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -795850.062500 Penalty: 4393.750977
	Iteration 9Q: 3 clusters Score -795850.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -795953.250000 Penalty: 4393.750977
	Iteration 10Q: 3 clusters Score -795953.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -796059.187500 Penalty: 4393.750977
	Iteration 11Q: 3 clusters Score -796059.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -796186.312500 Penalty: 4393.750977
	Iteration 12Q: 3 clusters Score -796186.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -796312.125000 Penalty: 4393.750977
	Iteration 13Q: 3 clusters Score -796312.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -796429.062500 Penalty: 4393.750977
	Iteration 14Q: 3 clusters Score -796429.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -796547.750000 Penalty: 4393.750977
	Iteration 15Q: 3 clusters Score -796547.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -796645.312500 Penalty: 4393.750977
	Iteration 16Q: 3 clusters Score -796645.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -796732.375000 Penalty: 4393.750977
	Iteration 17Q: 3 clusters Score -796732.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -796839.750000 Penalty: 4393.750977
	Iteration 18Q: 3 clusters Score -796839.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -796919.937500 Penalty: 4393.750977
	Iteration 19Q: 3 clusters Score -796919.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -797007.750000 Penalty: 4393.750977
	Iteration 20F: 3 clusters Score -797007.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -797110.062500 Penalty: 4393.750977
	Iteration 21Q: 3 clusters Score -797110.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -797220.312500 Penalty: 4393.750977
	Iteration 22Q: 3 clusters Score -797220.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -797320.125000 Penalty: 4393.750977
	Iteration 23Q: 3 clusters Score -797320.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -797405.500000 Penalty: 4393.750977
	Iteration 24Q: 3 clusters Score -797405.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -797472.250000 Penalty: 4393.750977
	Iteration 25Q: 3 clusters Score -797472.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -797512.062500 Penalty: 4393.750977
	Iteration 26Q: 3 clusters Score -797512.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -797537.375000 Penalty: 4393.750977
	Iteration 27Q: 3 clusters Score -797537.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -797552.250000 Penalty: 4393.750977
	Iteration 28Q: 3 clusters Score -797552.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -797561.875000 Penalty: 4393.750977
	Iteration 29Q: 3 clusters Score -797561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -797570.062500 Penalty: 4393.750977
	Iteration 30Q: 3 clusters Score -797570.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -797581.250000 Penalty: 4393.750977
	Iteration 31Q: 3 clusters Score -797581.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -797585.875000 Penalty: 4393.750977
	Iteration 32Q: 3 clusters Score -797585.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -797590.125000 Penalty: 4393.750977
	Iteration 33Q: 3 clusters Score -797590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -797590.062500 Penalty: 4393.750977
	Iteration 34Q: 3 clusters Score -797590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -797593.437500 Penalty: 4393.750977
	Iteration 35Q: 3 clusters Score -797593.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -797599.687500 Penalty: 4393.750977
	Iteration 36Q: 3 clusters Score -797599.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -797604.937500 Penalty: 4393.750977
	Iteration 37Q: 3 clusters Score -797604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -797607.187500 Penalty: 4393.750977
	Iteration 38Q: 3 clusters Score -797607.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -797612.062500 Penalty: 4393.750977
	Iteration 39Q: 3 clusters Score -797612.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -797614.562500 Penalty: 4393.750977
	Iteration 40F: 3 clusters Score -797614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -797622.812500 Penalty: 4393.750977
	Iteration 41Q: 3 clusters Score -797622.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -797628.000000 Penalty: 4393.750977
	Iteration 42Q: 3 clusters Score -797628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -797631.812500 Penalty: 4393.750977
	Iteration 43Q: 3 clusters Score -797631.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -797632.312500 Penalty: 4393.750977
	Iteration 44Q: 3 clusters Score -797632.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -797634.937500 Penalty: 4393.750977
	Iteration 45Q: 3 clusters Score -797634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -797635.687500 Penalty: 4393.750977
	Iteration 46Q: 3 clusters Score -797635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -797638.250000 Penalty: 4393.750977
	Iteration 47Q: 3 clusters Score -797638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -797641.562500 Penalty: 4393.750977
	Iteration 48Q: 3 clusters Score -797641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -797642.250000 Penalty: 4393.750977
	Iteration 49Q: 3 clusters Score -797642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -797641.937500 Penalty: 4393.750977
	Iteration 50Q: 3 clusters Score -797641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -797644.437500 Penalty: 4393.750977
	Iteration 51Q: 3 clusters Score -797644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -797646.062500 Penalty: 4393.750977
	Iteration 52Q: 3 clusters Score -797646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -797645.250000 Penalty: 4393.750977
	Iteration 53Q: 3 clusters Score -797645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -797645.500000 Penalty: 4393.750977
	Iteration 54Q: 3 clusters Score -797645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -797644.812500 Penalty: 4393.750977
	Iteration 55Q: 3 clusters Score -797644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -797645.812500 Penalty: 4393.750977
	Iteration 56Q: 3 clusters Score -797645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -797645.500000 Penalty: 4393.750977
	Iteration 57Q: 3 clusters Score -797645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -797646.312500 Penalty: 4393.750977
	Iteration 58Q: 3 clusters Score -797646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -797647.375000 Penalty: 4393.750977
	Iteration 59Q: 3 clusters Score -797647.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -797647.687500 Penalty: 4393.750977
	Iteration 60F: 3 clusters Score -797647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -797647.125000 Penalty: 4393.750977
	Iteration 61Q: 3 clusters Score -797647.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -797647.125000 Penalty: 4393.750977
	Iteration 62F: 3 clusters Score -797647.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Entering Unmasked Estep 
Score: -1937512.250000 Penalty: 2406.440430
	Iteration 0F: 2 clusters Score -1937512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1925811.750000 Penalty: 4812.880859
	Iteration 0F: 3 clusters Score -1925812 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1929865.000000 Penalty: 4812.880859
	Iteration 1F: 3 clusters Score -1929865 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1930577.375000 Penalty: 4812.880859
	Iteration 2F: 3 clusters Score -1930577 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1931252.875000 Penalty: 4812.880859
	Iteration 3F: 3 clusters Score -1931253 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1931895.500000 Penalty: 4812.880859
	Iteration 4F: 3 clusters Score -1931896 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1932497.000000 Penalty: 4812.880859
	Iteration 5F: 3 clusters Score -1932497 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1933064.125000 Penalty: 4812.880859
	Iteration 6F: 3 clusters Score -1933064 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1933618.250000 Penalty: 4812.880859
	Iteration 7F: 3 clusters Score -1933618 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1934033.625000 Penalty: 4812.880859
	Iteration 8Q: 3 clusters Score -1934034 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1934338.875000 Penalty: 4812.880859
	Iteration 9Q: 3 clusters Score -1934339 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1934575.500000 Penalty: 4812.880859
	Iteration 10Q: 3 clusters Score -1934576 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1934773.750000 Penalty: 4812.880859
	Iteration 11Q: 3 clusters Score -1934774 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1934954.875000 Penalty: 4812.880859
	Iteration 12Q: 3 clusters Score -1934955 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1935108.125000 Penalty: 4812.880859
	Iteration 13Q: 3 clusters Score -1935108 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1935260.500000 Penalty: 4812.880859
	Iteration 14Q: 3 clusters Score -1935260 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1935394.250000 Penalty: 4812.880859
	Iteration 15Q: 3 clusters Score -1935394 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1935513.625000 Penalty: 4812.880859
	Iteration 16Q: 3 clusters Score -1935514 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1935626.875000 Penalty: 4812.880859
	Iteration 17Q: 3 clusters Score -1935627 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1935740.375000 Penalty: 4812.880859
	Iteration 18Q: 3 clusters Score -1935740 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1935838.500000 Penalty: 4812.880859
	Iteration 19Q: 3 clusters Score -1935838 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1935933.500000 Penalty: 4812.880859
	Iteration 20F: 3 clusters Score -1935934 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1936038.000000 Penalty: 4812.880859
	Iteration 21Q: 3 clusters Score -1936038 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1936151.625000 Penalty: 4812.880859
	Iteration 22Q: 3 clusters Score -1936152 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1936258.000000 Penalty: 4812.880859
	Iteration 23Q: 3 clusters Score -1936258 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1936372.750000 Penalty: 4812.880859
	Iteration 24Q: 3 clusters Score -1936373 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1936461.375000 Penalty: 4812.880859
	Iteration 25Q: 3 clusters Score -1936461 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1936551.500000 Penalty: 4812.880859
	Iteration 26Q: 3 clusters Score -1936552 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1936673.750000 Penalty: 4812.880859
	Iteration 27Q: 3 clusters Score -1936674 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1936786.875000 Penalty: 4812.880859
	Iteration 28Q: 3 clusters Score -1936787 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1936909.875000 Penalty: 4812.880859
	Iteration 29Q: 3 clusters Score -1936910 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1937039.500000 Penalty: 4812.880859
	Iteration 30Q: 3 clusters Score -1937040 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1937153.125000 Penalty: 4812.880859
	Iteration 31Q: 3 clusters Score -1937153 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1937243.375000 Penalty: 4812.880859
	Iteration 32Q: 3 clusters Score -1937243 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1937317.500000 Penalty: 4812.880859
	Iteration 33Q: 3 clusters Score -1937318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1937387.500000 Penalty: 4812.880859
	Iteration 34Q: 3 clusters Score -1937388 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1937418.875000 Penalty: 4812.880859
	Iteration 35Q: 3 clusters Score -1937419 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1937459.125000 Penalty: 4812.880859
	Iteration 36Q: 3 clusters Score -1937459 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1937481.625000 Penalty: 4812.880859
	Iteration 37Q: 3 clusters Score -1937482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1937487.500000 Penalty: 4812.880859
	Iteration 38Q: 3 clusters Score -1937488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1937494.000000 Penalty: 4812.880859
	Iteration 39Q: 3 clusters Score -1937494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1937499.625000 Penalty: 4812.880859
	Iteration 40F: 3 clusters Score -1937500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1937506.250000 Penalty: 4812.880859
	Iteration 41Q: 3 clusters Score -1937506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1937511.875000 Penalty: 4812.880859
	Iteration 42Q: 3 clusters Score -1937512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1937515.625000 Penalty: 4812.880859
	Iteration 43Q: 3 clusters Score -1937516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1937520.250000 Penalty: 4812.880859
	Iteration 44Q: 3 clusters Score -1937520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1937524.125000 Penalty: 4812.880859
	Iteration 45Q: 3 clusters Score -1937524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1937526.875000 Penalty: 4812.880859
	Iteration 46Q: 3 clusters Score -1937527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1937524.625000 Penalty: 4812.880859
	Iteration 47Q: 3 clusters Score -1937525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1937526.875000 Penalty: 4812.880859
	Iteration 48Q: 3 clusters Score -1937527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1937529.250000 Penalty: 4812.880859
	Iteration 49Q: 3 clusters Score -1937529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1937527.875000 Penalty: 4812.880859
	Iteration 50Q: 3 clusters Score -1937528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1937530.250000 Penalty: 4812.880859
	Iteration 51Q: 3 clusters Score -1937530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1937528.000000 Penalty: 4812.880859
	Iteration 52Q: 3 clusters Score -1937528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1937526.875000 Penalty: 4812.880859
	Iteration 53Q: 3 clusters Score -1937527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1937526.125000 Penalty: 4812.880859
	Iteration 54Q: 3 clusters Score -1937526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1937525.500000 Penalty: 4812.880859
	Iteration 55Q: 3 clusters Score -1937526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1937529.125000 Penalty: 4812.880859
	Iteration 56Q: 3 clusters Score -1937529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1937529.125000 Penalty: 4812.880859
	Iteration 57Q: 3 clusters Score -1937529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1937530.250000 Penalty: 4812.880859
	Iteration 58Q: 3 clusters Score -1937530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1937527.500000 Penalty: 4812.880859
	Iteration 59Q: 3 clusters Score -1937528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1937530.125000 Penalty: 4812.880859
	Iteration 60F: 3 clusters Score -1937530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1937529.125000 Penalty: 4812.880859
	Iteration 61Q: 3 clusters Score -1937529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1937529.250000 Penalty: 4812.880859
	Iteration 62Q: 3 clusters Score -1937529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1937529.250000 Penalty: 4812.880859
	Iteration 63F: 3 clusters Score -1937529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 22026 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20242 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 51013 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 169453 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40916 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 10983 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19940 members 
Mstep: Class 55 contains 184622 members 
Mstep: Class 56 contains 27426 members 
Mstep: Class 57 contains 5338 members 
Entering Unmasked Estep 
Score: -133742736.000000 Penalty: 197614.015625
Splitting cluster 6 changes total score from -133741904.000000 to -133742736.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 7 (28332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Entering Unmasked Estep 
Score: -3088886.750000 Penalty: 2542.433350
	Iteration 0F: 2 clusters Score -3088887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3069479.500000 Penalty: 5084.866699
	Iteration 0F: 3 clusters Score -3069480 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3076765.000000 Penalty: 5084.866699
	Iteration 1F: 3 clusters Score -3076765 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3077754.250000 Penalty: 5084.866699
	Iteration 2F: 3 clusters Score -3077754 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3078934.250000 Penalty: 5084.866699
	Iteration 3F: 3 clusters Score -3078934 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3080299.250000 Penalty: 5084.866699
	Iteration 4F: 3 clusters Score -3080299 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3081635.750000 Penalty: 5084.866699
	Iteration 5F: 3 clusters Score -3081636 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3082579.750000 Penalty: 5084.866699
	Iteration 6F: 3 clusters Score -3082580 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3083229.000000 Penalty: 5084.866699
	Iteration 7Q: 3 clusters Score -3083229 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3083667.000000 Penalty: 5084.866699
	Iteration 8Q: 3 clusters Score -3083667 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3083923.000000 Penalty: 5084.866699
	Iteration 9Q: 3 clusters Score -3083923 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3084102.750000 Penalty: 5084.866699
	Iteration 10Q: 3 clusters Score -3084103 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3084250.500000 Penalty: 5084.866699
	Iteration 11Q: 3 clusters Score -3084250 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3084395.500000 Penalty: 5084.866699
	Iteration 12Q: 3 clusters Score -3084396 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3084527.750000 Penalty: 5084.866699
	Iteration 13Q: 3 clusters Score -3084528 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3084677.000000 Penalty: 5084.866699
	Iteration 14Q: 3 clusters Score -3084677 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3084855.500000 Penalty: 5084.866699
	Iteration 15Q: 3 clusters Score -3084856 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3085076.750000 Penalty: 5084.866699
	Iteration 16Q: 3 clusters Score -3085077 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3085261.000000 Penalty: 5084.866699
	Iteration 17Q: 3 clusters Score -3085261 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3085475.250000 Penalty: 5084.866699
	Iteration 18Q: 3 clusters Score -3085475 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -3085708.750000 Penalty: 5084.866699
	Iteration 19Q: 3 clusters Score -3085709 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3085921.750000 Penalty: 5084.866699
	Iteration 20F: 3 clusters Score -3085922 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3086132.000000 Penalty: 5084.866699
	Iteration 21Q: 3 clusters Score -3086132 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3086341.750000 Penalty: 5084.866699
	Iteration 22Q: 3 clusters Score -3086342 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3086531.750000 Penalty: 5084.866699
	Iteration 23Q: 3 clusters Score -3086532 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3086711.750000 Penalty: 5084.866699
	Iteration 24Q: 3 clusters Score -3086712 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3086859.250000 Penalty: 5084.866699
	Iteration 25Q: 3 clusters Score -3086859 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3086970.000000 Penalty: 5084.866699
	Iteration 26Q: 3 clusters Score -3086970 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3087061.750000 Penalty: 5084.866699
	Iteration 27Q: 3 clusters Score -3087062 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3087147.750000 Penalty: 5084.866699
	Iteration 28Q: 3 clusters Score -3087148 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3087197.000000 Penalty: 5084.866699
	Iteration 29Q: 3 clusters Score -3087197 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3087236.250000 Penalty: 5084.866699
	Iteration 30Q: 3 clusters Score -3087236 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3087270.750000 Penalty: 5084.866699
	Iteration 31Q: 3 clusters Score -3087271 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3087306.250000 Penalty: 5084.866699
	Iteration 32Q: 3 clusters Score -3087306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3087321.000000 Penalty: 5084.866699
	Iteration 33Q: 3 clusters Score -3087321 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3087332.750000 Penalty: 5084.866699
	Iteration 34Q: 3 clusters Score -3087333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3087349.500000 Penalty: 5084.866699
	Iteration 35Q: 3 clusters Score -3087350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3087354.250000 Penalty: 5084.866699
	Iteration 36Q: 3 clusters Score -3087354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3087364.750000 Penalty: 5084.866699
	Iteration 37Q: 3 clusters Score -3087365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3087364.000000 Penalty: 5084.866699
	Iteration 38Q: 3 clusters Score -3087364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3087377.500000 Penalty: 5084.866699
	Iteration 39Q: 3 clusters Score -3087378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3087397.250000 Penalty: 5084.866699
	Iteration 40F: 3 clusters Score -3087397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3087402.750000 Penalty: 5084.866699
	Iteration 41Q: 3 clusters Score -3087403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3087405.250000 Penalty: 5084.866699
	Iteration 42Q: 3 clusters Score -3087405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3087404.250000 Penalty: 5084.866699
	Iteration 43Q: 3 clusters Score -3087404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3087410.250000 Penalty: 5084.866699
	Iteration 44Q: 3 clusters Score -3087410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3087406.500000 Penalty: 5084.866699
	Iteration 45Q: 3 clusters Score -3087406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3087415.750000 Penalty: 5084.866699
	Iteration 46Q: 3 clusters Score -3087416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3087425.000000 Penalty: 5084.866699
	Iteration 47Q: 3 clusters Score -3087425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3087419.500000 Penalty: 5084.866699
	Iteration 48Q: 3 clusters Score -3087420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3087418.750000 Penalty: 5084.866699
	Iteration 49Q: 3 clusters Score -3087419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3087418.500000 Penalty: 5084.866699
	Iteration 50Q: 3 clusters Score -3087418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3087420.750000 Penalty: 5084.866699
	Iteration 51Q: 3 clusters Score -3087421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3087422.500000 Penalty: 5084.866699
	Iteration 52Q: 3 clusters Score -3087422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3087421.250000 Penalty: 5084.866699
	Iteration 53Q: 3 clusters Score -3087421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3087427.250000 Penalty: 5084.866699
	Iteration 54Q: 3 clusters Score -3087427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3087437.250000 Penalty: 5084.866699
	Iteration 55Q: 3 clusters Score -3087437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3087439.750000 Penalty: 5084.866699
	Iteration 56Q: 3 clusters Score -3087440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3087436.000000 Penalty: 5084.866699
	Iteration 57Q: 3 clusters Score -3087436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3087442.500000 Penalty: 5084.866699
	Iteration 58Q: 3 clusters Score -3087442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3087446.750000 Penalty: 5084.866699
	Iteration 59Q: 3 clusters Score -3087447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3087449.250000 Penalty: 5084.866699
	Iteration 60F: 3 clusters Score -3087449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3087439.000000 Penalty: 5084.866699
	Iteration 61Q: 3 clusters Score -3087439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3087444.750000 Penalty: 5084.866699
	Iteration 62Q: 3 clusters Score -3087445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3087449.500000 Penalty: 5084.866699
	Iteration 63Q: 3 clusters Score -3087450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3087446.000000 Penalty: 5084.866699
	Iteration 64Q: 3 clusters Score -3087446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3087447.500000 Penalty: 5084.866699
	Iteration 65Q: 3 clusters Score -3087448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3087446.750000 Penalty: 5084.866699
	Iteration 66Q: 3 clusters Score -3087447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3087446.750000 Penalty: 5084.866699
	Iteration 67Q: 3 clusters Score -3087447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3087448.500000 Penalty: 5084.866699
	Iteration 68Q: 3 clusters Score -3087448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3087451.500000 Penalty: 5084.866699
	Iteration 69Q: 3 clusters Score -3087452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3087457.500000 Penalty: 5084.866699
	Iteration 70Q: 3 clusters Score -3087458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3087455.750000 Penalty: 5084.866699
	Iteration 71Q: 3 clusters Score -3087456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3087457.000000 Penalty: 5084.866699
	Iteration 72Q: 3 clusters Score -3087457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3087457.000000 Penalty: 5084.866699
	Iteration 73F: 3 clusters Score -3087457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Entering Unmasked Estep 
Score: -1936743.750000 Penalty: 2405.727539
	Iteration 0F: 2 clusters Score -1936744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1924990.125000 Penalty: 4811.455078
	Iteration 0F: 3 clusters Score -1924990 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1928784.000000 Penalty: 4811.455078
	Iteration 1F: 3 clusters Score -1928784 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1929236.500000 Penalty: 4811.455078
	Iteration 2F: 3 clusters Score -1929236 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1929638.250000 Penalty: 4811.455078
	Iteration 3F: 3 clusters Score -1929638 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1930029.500000 Penalty: 4811.455078
	Iteration 4F: 3 clusters Score -1930030 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1930406.625000 Penalty: 4811.455078
	Iteration 5Q: 3 clusters Score -1930407 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1930821.500000 Penalty: 4811.455078
	Iteration 6Q: 3 clusters Score -1930822 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1931300.625000 Penalty: 4811.455078
	Iteration 7Q: 3 clusters Score -1931301 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1931773.250000 Penalty: 4811.455078
	Iteration 8F: 3 clusters Score -1931773 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1932123.625000 Penalty: 4811.455078
	Iteration 9Q: 3 clusters Score -1932124 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1932417.250000 Penalty: 4811.455078
	Iteration 10Q: 3 clusters Score -1932417 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1932631.250000 Penalty: 4811.455078
	Iteration 11Q: 3 clusters Score -1932631 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1932781.375000 Penalty: 4811.455078
	Iteration 12Q: 3 clusters Score -1932781 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1932898.625000 Penalty: 4811.455078
	Iteration 13Q: 3 clusters Score -1932899 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1933007.375000 Penalty: 4811.455078
	Iteration 14Q: 3 clusters Score -1933007 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1933110.375000 Penalty: 4811.455078
	Iteration 15Q: 3 clusters Score -1933110 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1933216.000000 Penalty: 4811.455078
	Iteration 16Q: 3 clusters Score -1933216 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1933327.625000 Penalty: 4811.455078
	Iteration 17Q: 3 clusters Score -1933328 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1933427.875000 Penalty: 4811.455078
	Iteration 18Q: 3 clusters Score -1933428 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1933526.375000 Penalty: 4811.455078
	Iteration 19Q: 3 clusters Score -1933526 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1933604.500000 Penalty: 4811.455078
	Iteration 20F: 3 clusters Score -1933604 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1933678.125000 Penalty: 4811.455078
	Iteration 21Q: 3 clusters Score -1933678 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1933755.375000 Penalty: 4811.455078
	Iteration 22Q: 3 clusters Score -1933755 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1933849.750000 Penalty: 4811.455078
	Iteration 23Q: 3 clusters Score -1933850 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1933972.500000 Penalty: 4811.455078
	Iteration 24Q: 3 clusters Score -1933972 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1934070.875000 Penalty: 4811.455078
	Iteration 25Q: 3 clusters Score -1934071 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1934142.125000 Penalty: 4811.455078
	Iteration 26Q: 3 clusters Score -1934142 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1934217.250000 Penalty: 4811.455078
	Iteration 27Q: 3 clusters Score -1934217 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1934265.750000 Penalty: 4811.455078
	Iteration 28Q: 3 clusters Score -1934266 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1934323.875000 Penalty: 4811.455078
	Iteration 29Q: 3 clusters Score -1934324 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1934358.125000 Penalty: 4811.455078
	Iteration 30Q: 3 clusters Score -1934358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1934408.000000 Penalty: 4811.455078
	Iteration 31Q: 3 clusters Score -1934408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1934435.125000 Penalty: 4811.455078
	Iteration 32Q: 3 clusters Score -1934435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1934445.750000 Penalty: 4811.455078
	Iteration 33Q: 3 clusters Score -1934446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1934469.125000 Penalty: 4811.455078
	Iteration 34Q: 3 clusters Score -1934469 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1934491.250000 Penalty: 4811.455078
	Iteration 35Q: 3 clusters Score -1934491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1934513.875000 Penalty: 4811.455078
	Iteration 36Q: 3 clusters Score -1934514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1934538.750000 Penalty: 4811.455078
	Iteration 37Q: 3 clusters Score -1934539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1934554.625000 Penalty: 4811.455078
	Iteration 38Q: 3 clusters Score -1934555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1934575.875000 Penalty: 4811.455078
	Iteration 39Q: 3 clusters Score -1934576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1934605.750000 Penalty: 4811.455078
	Iteration 40F: 3 clusters Score -1934606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1934616.125000 Penalty: 4811.455078
	Iteration 41Q: 3 clusters Score -1934616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1934633.750000 Penalty: 4811.455078
	Iteration 42Q: 3 clusters Score -1934634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1934641.625000 Penalty: 4811.455078
	Iteration 43Q: 3 clusters Score -1934642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1934653.000000 Penalty: 4811.455078
	Iteration 44Q: 3 clusters Score -1934653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1934655.125000 Penalty: 4811.455078
	Iteration 45Q: 3 clusters Score -1934655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1934658.875000 Penalty: 4811.455078
	Iteration 46Q: 3 clusters Score -1934659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1934664.375000 Penalty: 4811.455078
	Iteration 47Q: 3 clusters Score -1934664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1934669.375000 Penalty: 4811.455078
	Iteration 48Q: 3 clusters Score -1934669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1934674.750000 Penalty: 4811.455078
	Iteration 49Q: 3 clusters Score -1934675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1934678.625000 Penalty: 4811.455078
	Iteration 50Q: 3 clusters Score -1934679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1934685.250000 Penalty: 4811.455078
	Iteration 51Q: 3 clusters Score -1934685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1934693.500000 Penalty: 4811.455078
	Iteration 52Q: 3 clusters Score -1934694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1934698.125000 Penalty: 4811.455078
	Iteration 53Q: 3 clusters Score -1934698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1934702.250000 Penalty: 4811.455078
	Iteration 54Q: 3 clusters Score -1934702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1934704.125000 Penalty: 4811.455078
	Iteration 55Q: 3 clusters Score -1934704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1934711.250000 Penalty: 4811.455078
	Iteration 56Q: 3 clusters Score -1934711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1934715.000000 Penalty: 4811.455078
	Iteration 57Q: 3 clusters Score -1934715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1934721.250000 Penalty: 4811.455078
	Iteration 58Q: 3 clusters Score -1934721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1934724.500000 Penalty: 4811.455078
	Iteration 59Q: 3 clusters Score -1934724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1934729.500000 Penalty: 4811.455078
	Iteration 60F: 3 clusters Score -1934730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1934734.125000 Penalty: 4811.455078
	Iteration 61Q: 3 clusters Score -1934734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1934732.125000 Penalty: 4811.455078
	Iteration 62Q: 3 clusters Score -1934732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1934736.500000 Penalty: 4811.455078
	Iteration 63Q: 3 clusters Score -1934736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1934737.750000 Penalty: 4811.455078
	Iteration 64Q: 3 clusters Score -1934738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1934739.375000 Penalty: 4811.455078
	Iteration 65Q: 3 clusters Score -1934739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1934737.125000 Penalty: 4811.455078
	Iteration 66Q: 3 clusters Score -1934737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1934739.625000 Penalty: 4811.455078
	Iteration 67Q: 3 clusters Score -1934740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1934739.000000 Penalty: 4811.455078
	Iteration 68Q: 3 clusters Score -1934739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1934739.000000 Penalty: 4811.455078
	Iteration 69F: 3 clusters Score -1934739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Entering Unmasked Estep 
Score: -2598925.000000 Penalty: 2479.994873
	Iteration 0F: 2 clusters Score -2598925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2583318.000000 Penalty: 4959.989746
	Iteration 0F: 3 clusters Score -2583318 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2588660.250000 Penalty: 4959.989746
	Iteration 1F: 3 clusters Score -2588660 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2589333.000000 Penalty: 4959.989746
	Iteration 2F: 3 clusters Score -2589333 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2590037.750000 Penalty: 4959.989746
	Iteration 3F: 3 clusters Score -2590038 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2590745.250000 Penalty: 4959.989746
	Iteration 4F: 3 clusters Score -2590745 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2591453.500000 Penalty: 4959.989746
	Iteration 5F: 3 clusters Score -2591454 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2591998.750000 Penalty: 4959.989746
	Iteration 6F: 3 clusters Score -2591999 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2592462.500000 Penalty: 4959.989746
	Iteration 7Q: 3 clusters Score -2592462 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2592782.750000 Penalty: 4959.989746
	Iteration 8Q: 3 clusters Score -2592783 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2593092.500000 Penalty: 4959.989746
	Iteration 9Q: 3 clusters Score -2593092 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2593417.500000 Penalty: 4959.989746
	Iteration 10Q: 3 clusters Score -2593418 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2593760.250000 Penalty: 4959.989746
	Iteration 11Q: 3 clusters Score -2593760 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2594123.750000 Penalty: 4959.989746
	Iteration 12Q: 3 clusters Score -2594124 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2594490.250000 Penalty: 4959.989746
	Iteration 13Q: 3 clusters Score -2594490 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2594866.750000 Penalty: 4959.989746
	Iteration 14Q: 3 clusters Score -2594867 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2595231.750000 Penalty: 4959.989746
	Iteration 15Q: 3 clusters Score -2595232 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2595600.750000 Penalty: 4959.989746
	Iteration 16Q: 3 clusters Score -2595601 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2595966.750000 Penalty: 4959.989746
	Iteration 17Q: 3 clusters Score -2595967 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2596312.750000 Penalty: 4959.989746
	Iteration 18Q: 3 clusters Score -2596313 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2596634.250000 Penalty: 4959.989746
	Iteration 19Q: 3 clusters Score -2596634 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2596912.750000 Penalty: 4959.989746
	Iteration 20F: 3 clusters Score -2596913 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2597142.500000 Penalty: 4959.989746
	Iteration 21Q: 3 clusters Score -2597142 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2597325.750000 Penalty: 4959.989746
	Iteration 22Q: 3 clusters Score -2597326 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2597451.500000 Penalty: 4959.989746
	Iteration 23Q: 3 clusters Score -2597452 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2597544.750000 Penalty: 4959.989746
	Iteration 24Q: 3 clusters Score -2597545 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2597588.500000 Penalty: 4959.989746
	Iteration 25Q: 3 clusters Score -2597588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2597623.000000 Penalty: 4959.989746
	Iteration 26Q: 3 clusters Score -2597623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2597660.500000 Penalty: 4959.989746
	Iteration 27Q: 3 clusters Score -2597660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2597685.250000 Penalty: 4959.989746
	Iteration 28Q: 3 clusters Score -2597685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2597699.750000 Penalty: 4959.989746
	Iteration 29Q: 3 clusters Score -2597700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2597703.250000 Penalty: 4959.989746
	Iteration 30Q: 3 clusters Score -2597703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2597716.250000 Penalty: 4959.989746
	Iteration 31Q: 3 clusters Score -2597716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2597735.500000 Penalty: 4959.989746
	Iteration 32Q: 3 clusters Score -2597736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2597758.000000 Penalty: 4959.989746
	Iteration 33Q: 3 clusters Score -2597758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2597780.250000 Penalty: 4959.989746
	Iteration 34Q: 3 clusters Score -2597780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2597794.000000 Penalty: 4959.989746
	Iteration 35Q: 3 clusters Score -2597794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2597809.750000 Penalty: 4959.989746
	Iteration 36Q: 3 clusters Score -2597810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2597812.000000 Penalty: 4959.989746
	Iteration 37Q: 3 clusters Score -2597812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2597817.000000 Penalty: 4959.989746
	Iteration 38Q: 3 clusters Score -2597817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2597820.750000 Penalty: 4959.989746
	Iteration 39Q: 3 clusters Score -2597821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2597827.250000 Penalty: 4959.989746
	Iteration 40F: 3 clusters Score -2597827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2597828.250000 Penalty: 4959.989746
	Iteration 41Q: 3 clusters Score -2597828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2597832.750000 Penalty: 4959.989746
	Iteration 42Q: 3 clusters Score -2597833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2597835.250000 Penalty: 4959.989746
	Iteration 43Q: 3 clusters Score -2597835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2597837.500000 Penalty: 4959.989746
	Iteration 44Q: 3 clusters Score -2597838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2597835.750000 Penalty: 4959.989746
	Iteration 45Q: 3 clusters Score -2597836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2597839.000000 Penalty: 4959.989746
	Iteration 46Q: 3 clusters Score -2597839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2597839.500000 Penalty: 4959.989746
	Iteration 47Q: 3 clusters Score -2597840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2597838.750000 Penalty: 4959.989746
	Iteration 48Q: 3 clusters Score -2597839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2597838.750000 Penalty: 4959.989746
	Iteration 49F: 3 clusters Score -2597839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Entering Unmasked Estep 
Score: -710139.375000 Penalty: 2111.419189
	Iteration 0F: 2 clusters Score -710139.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -705723.562500 Penalty: 4222.838379
	Iteration 0F: 3 clusters Score -705723.6 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -707942.250000 Penalty: 4222.838379
	Iteration 1F: 3 clusters Score -707942.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -709736.375000 Penalty: 4222.838379
	Iteration 2F: 3 clusters Score -709736.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -710765.250000 Penalty: 4222.838379
	Iteration 3F: 3 clusters Score -710765.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -711242.750000 Penalty: 4222.838379
	Iteration 4F: 3 clusters Score -711242.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -711507.687500 Penalty: 4222.838379
	Iteration 5Q: 3 clusters Score -711507.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -711676.562500 Penalty: 4222.838379
	Iteration 6Q: 3 clusters Score -711676.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -711789.687500 Penalty: 4222.838379
	Iteration 7Q: 3 clusters Score -711789.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -711858.875000 Penalty: 4222.838379
	Iteration 8Q: 3 clusters Score -711858.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -711907.437500 Penalty: 4222.838379
	Iteration 9Q: 3 clusters Score -711907.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -711946.750000 Penalty: 4222.838379
	Iteration 10Q: 3 clusters Score -711946.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -711964.875000 Penalty: 4222.838379
	Iteration 11Q: 3 clusters Score -711964.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -711977.937500 Penalty: 4222.838379
	Iteration 12Q: 3 clusters Score -711977.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -711989.187500 Penalty: 4222.838379
	Iteration 13Q: 3 clusters Score -711989.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -711999.375000 Penalty: 4222.838379
	Iteration 14Q: 3 clusters Score -711999.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -712006.312500 Penalty: 4222.838379
	Iteration 15Q: 3 clusters Score -712006.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -712010.937500 Penalty: 4222.838379
	Iteration 16Q: 3 clusters Score -712010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -712013.250000 Penalty: 4222.838379
	Iteration 17Q: 3 clusters Score -712013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -712014.625000 Penalty: 4222.838379
	Iteration 18Q: 3 clusters Score -712014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -712015.062500 Penalty: 4222.838379
	Iteration 19Q: 3 clusters Score -712015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -712017.875000 Penalty: 4222.838379
	Iteration 20F: 3 clusters Score -712017.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -712018.562500 Penalty: 4222.838379
	Iteration 21Q: 3 clusters Score -712018.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -712021.187500 Penalty: 4222.838379
	Iteration 22Q: 3 clusters Score -712021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -712022.937500 Penalty: 4222.838379
	Iteration 23Q: 3 clusters Score -712022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -712022.250000 Penalty: 4222.838379
	Iteration 24Q: 3 clusters Score -712022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -712023.062500 Penalty: 4222.838379
	Iteration 25Q: 3 clusters Score -712023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -712023.937500 Penalty: 4222.838379
	Iteration 26Q: 3 clusters Score -712023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -712024.625000 Penalty: 4222.838379
	Iteration 27Q: 3 clusters Score -712024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -712025.062500 Penalty: 4222.838379
	Iteration 28Q: 3 clusters Score -712025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -712026.937500 Penalty: 4222.838379
	Iteration 29Q: 3 clusters Score -712026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -712026.250000 Penalty: 4222.838379
	Iteration 30Q: 3 clusters Score -712026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -712029.062500 Penalty: 4222.838379
	Iteration 31Q: 3 clusters Score -712029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -712031.500000 Penalty: 4222.838379
	Iteration 32Q: 3 clusters Score -712031.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -712034.312500 Penalty: 4222.838379
	Iteration 33Q: 3 clusters Score -712034.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -712034.500000 Penalty: 4222.838379
	Iteration 34Q: 3 clusters Score -712034.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -712036.562500 Penalty: 4222.838379
	Iteration 35Q: 3 clusters Score -712036.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -712039.687500 Penalty: 4222.838379
	Iteration 36Q: 3 clusters Score -712039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -712039.312500 Penalty: 4222.838379
	Iteration 37Q: 3 clusters Score -712039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -712042.687500 Penalty: 4222.838379
	Iteration 38Q: 3 clusters Score -712042.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -712042.687500 Penalty: 4222.838379
	Iteration 39Q: 3 clusters Score -712042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -712047.625000 Penalty: 4222.838379
	Iteration 40F: 3 clusters Score -712047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -712052.375000 Penalty: 4222.838379
	Iteration 41Q: 3 clusters Score -712052.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -712054.562500 Penalty: 4222.838379
	Iteration 42Q: 3 clusters Score -712054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -712058.937500 Penalty: 4222.838379
	Iteration 43Q: 3 clusters Score -712058.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -712061.625000 Penalty: 4222.838379
	Iteration 44Q: 3 clusters Score -712061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -712064.187500 Penalty: 4222.838379
	Iteration 45Q: 3 clusters Score -712064.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -712065.937500 Penalty: 4222.838379
	Iteration 46Q: 3 clusters Score -712065.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -712070.062500 Penalty: 4222.838379
	Iteration 47Q: 3 clusters Score -712070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -712070.937500 Penalty: 4222.838379
	Iteration 48Q: 3 clusters Score -712070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -712071.812500 Penalty: 4222.838379
	Iteration 49Q: 3 clusters Score -712071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -712075.750000 Penalty: 4222.838379
	Iteration 50Q: 3 clusters Score -712075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -712075.125000 Penalty: 4222.838379
	Iteration 51Q: 3 clusters Score -712075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -712075.125000 Penalty: 4222.838379
	Iteration 52Q: 3 clusters Score -712075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -712077.937500 Penalty: 4222.838379
	Iteration 53Q: 3 clusters Score -712077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -712078.437500 Penalty: 4222.838379
	Iteration 54Q: 3 clusters Score -712078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -712081.500000 Penalty: 4222.838379
	Iteration 55Q: 3 clusters Score -712081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -712083.625000 Penalty: 4222.838379
	Iteration 56Q: 3 clusters Score -712083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -712082.687500 Penalty: 4222.838379
	Iteration 57Q: 3 clusters Score -712082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -712083.937500 Penalty: 4222.838379
	Iteration 58Q: 3 clusters Score -712083.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -712084.062500 Penalty: 4222.838379
	Iteration 59Q: 3 clusters Score -712084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -712087.375000 Penalty: 4222.838379
	Iteration 60F: 3 clusters Score -712087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -712089.687500 Penalty: 4222.838379
	Iteration 61Q: 3 clusters Score -712089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -712089.187500 Penalty: 4222.838379
	Iteration 62Q: 3 clusters Score -712089.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -712091.500000 Penalty: 4222.838379
	Iteration 63Q: 3 clusters Score -712091.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -712094.750000 Penalty: 4222.838379
	Iteration 64Q: 3 clusters Score -712094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -712094.812500 Penalty: 4222.838379
	Iteration 65Q: 3 clusters Score -712094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -712094.875000 Penalty: 4222.838379
	Iteration 66Q: 3 clusters Score -712094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -712096.125000 Penalty: 4222.838379
	Iteration 67Q: 3 clusters Score -712096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -712098.000000 Penalty: 4222.838379
	Iteration 68Q: 3 clusters Score -712098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -712098.625000 Penalty: 4222.838379
	Iteration 69Q: 3 clusters Score -712098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -712100.750000 Penalty: 4222.838379
	Iteration 70Q: 3 clusters Score -712100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -712104.062500 Penalty: 4222.838379
	Iteration 71Q: 3 clusters Score -712104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -712104.562500 Penalty: 4222.838379
	Iteration 72Q: 3 clusters Score -712104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -712104.000000 Penalty: 4222.838379
	Iteration 73Q: 3 clusters Score -712104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -712104.500000 Penalty: 4222.838379
	Iteration 74Q: 3 clusters Score -712104.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -712104.875000 Penalty: 4222.838379
	Iteration 75Q: 3 clusters Score -712104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -712106.750000 Penalty: 4222.838379
	Iteration 76Q: 3 clusters Score -712106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -712105.812500 Penalty: 4222.838379
	Iteration 77Q: 3 clusters Score -712105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -712105.812500 Penalty: 4222.838379
	Iteration 78F: 3 clusters Score -712105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 22026 members 
Mstep: Class 10 contains 2656 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20242 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 51013 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 169453 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40916 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 10983 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19940 members 
Mstep: Class 55 contains 184622 members 
Mstep: Class 56 contains 27426 members 
Mstep: Class 57 contains 5338 members 
Mstep: Class 58 contains 2327 members 
Entering Unmasked Estep 
Score: -133743152.000000 Penalty: 201080.937500
Splitting cluster 10 changes total score from -133741904.000000 to -133743152.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 11 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -576689.000000 Penalty: 2115.369141
	Iteration 0F: 2 clusters Score -576689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -572117.250000 Penalty: 4230.738281
	Iteration 0F: 3 clusters Score -572117.2 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -573256.375000 Penalty: 4230.738281
	Iteration 1F: 3 clusters Score -573256.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -573569.250000 Penalty: 4230.738281
	Iteration 2F: 3 clusters Score -573569.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -573765.875000 Penalty: 4230.738281
	Iteration 3F: 3 clusters Score -573765.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -573934.312500 Penalty: 4230.738281
	Iteration 4Q: 3 clusters Score -573934.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -574109.750000 Penalty: 4230.738281
	Iteration 5Q: 3 clusters Score -574109.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -574281.312500 Penalty: 4230.738281
	Iteration 6Q: 3 clusters Score -574281.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -574450.000000 Penalty: 4230.738281
	Iteration 7Q: 3 clusters Score -574450 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -574582.437500 Penalty: 4230.738281
	Iteration 8Q: 3 clusters Score -574582.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -574685.937500 Penalty: 4230.738281
	Iteration 9Q: 3 clusters Score -574685.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -574763.750000 Penalty: 4230.738281
	Iteration 10Q: 3 clusters Score -574763.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -574824.750000 Penalty: 4230.738281
	Iteration 11Q: 3 clusters Score -574824.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -574878.875000 Penalty: 4230.738281
	Iteration 12Q: 3 clusters Score -574878.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -574925.875000 Penalty: 4230.738281
	Iteration 13Q: 3 clusters Score -574925.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -574957.000000 Penalty: 4230.738281
	Iteration 14Q: 3 clusters Score -574957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -574986.500000 Penalty: 4230.738281
	Iteration 15Q: 3 clusters Score -574986.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -575005.750000 Penalty: 4230.738281
	Iteration 16Q: 3 clusters Score -575005.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -575026.625000 Penalty: 4230.738281
	Iteration 17Q: 3 clusters Score -575026.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -575044.250000 Penalty: 4230.738281
	Iteration 18Q: 3 clusters Score -575044.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -575061.937500 Penalty: 4230.738281
	Iteration 19Q: 3 clusters Score -575061.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -575086.812500 Penalty: 4230.738281
	Iteration 20F: 3 clusters Score -575086.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -575106.687500 Penalty: 4230.738281
	Iteration 21Q: 3 clusters Score -575106.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -575125.500000 Penalty: 4230.738281
	Iteration 22Q: 3 clusters Score -575125.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -575135.437500 Penalty: 4230.738281
	Iteration 23Q: 3 clusters Score -575135.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -575150.875000 Penalty: 4230.738281
	Iteration 24Q: 3 clusters Score -575150.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -575163.687500 Penalty: 4230.738281
	Iteration 25Q: 3 clusters Score -575163.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -575179.000000 Penalty: 4230.738281
	Iteration 26Q: 3 clusters Score -575179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -575193.250000 Penalty: 4230.738281
	Iteration 27Q: 3 clusters Score -575193.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -575207.875000 Penalty: 4230.738281
	Iteration 28Q: 3 clusters Score -575207.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -575230.375000 Penalty: 4230.738281
	Iteration 29Q: 3 clusters Score -575230.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -575254.125000 Penalty: 4230.738281
	Iteration 30Q: 3 clusters Score -575254.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -575280.875000 Penalty: 4230.738281
	Iteration 31Q: 3 clusters Score -575280.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -575301.437500 Penalty: 4230.738281
	Iteration 32Q: 3 clusters Score -575301.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -575321.500000 Penalty: 4230.738281
	Iteration 33Q: 3 clusters Score -575321.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -575339.187500 Penalty: 4230.738281
	Iteration 34Q: 3 clusters Score -575339.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -575354.312500 Penalty: 4230.738281
	Iteration 35Q: 3 clusters Score -575354.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -575367.250000 Penalty: 4230.738281
	Iteration 36Q: 3 clusters Score -575367.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -575376.750000 Penalty: 4230.738281
	Iteration 37Q: 3 clusters Score -575376.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -575383.562500 Penalty: 4230.738281
	Iteration 38Q: 3 clusters Score -575383.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -575391.000000 Penalty: 4230.738281
	Iteration 39Q: 3 clusters Score -575391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -575396.437500 Penalty: 4230.738281
	Iteration 40F: 3 clusters Score -575396.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -575401.500000 Penalty: 4230.738281
	Iteration 41Q: 3 clusters Score -575401.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -575410.562500 Penalty: 4230.738281
	Iteration 42Q: 3 clusters Score -575410.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -575418.187500 Penalty: 4230.738281
	Iteration 43Q: 3 clusters Score -575418.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -575424.562500 Penalty: 4230.738281
	Iteration 44Q: 3 clusters Score -575424.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -575434.625000 Penalty: 4230.738281
	Iteration 45Q: 3 clusters Score -575434.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -575450.062500 Penalty: 4230.738281
	Iteration 46Q: 3 clusters Score -575450.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -575472.187500 Penalty: 4230.738281
	Iteration 47Q: 3 clusters Score -575472.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -575483.687500 Penalty: 4230.738281
	Iteration 48Q: 3 clusters Score -575483.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -575495.562500 Penalty: 4230.738281
	Iteration 49Q: 3 clusters Score -575495.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -575506.562500 Penalty: 4230.738281
	Iteration 50Q: 3 clusters Score -575506.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -575516.000000 Penalty: 4230.738281
	Iteration 51Q: 3 clusters Score -575516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -575527.687500 Penalty: 4230.738281
	Iteration 52Q: 3 clusters Score -575527.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -575542.812500 Penalty: 4230.738281
	Iteration 53Q: 3 clusters Score -575542.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -575559.312500 Penalty: 4230.738281
	Iteration 54Q: 3 clusters Score -575559.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -575579.187500 Penalty: 4230.738281
	Iteration 55Q: 3 clusters Score -575579.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -575597.250000 Penalty: 4230.738281
	Iteration 56Q: 3 clusters Score -575597.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -575612.625000 Penalty: 4230.738281
	Iteration 57Q: 3 clusters Score -575612.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -575623.125000 Penalty: 4230.738281
	Iteration 58Q: 3 clusters Score -575623.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -575631.562500 Penalty: 4230.738281
	Iteration 59Q: 3 clusters Score -575631.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -575641.250000 Penalty: 4230.738281
	Iteration 60F: 3 clusters Score -575641.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -575655.187500 Penalty: 4230.738281
	Iteration 61Q: 3 clusters Score -575655.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -575665.062500 Penalty: 4230.738281
	Iteration 62Q: 3 clusters Score -575665.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -575678.687500 Penalty: 4230.738281
	Iteration 63Q: 3 clusters Score -575678.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -575688.125000 Penalty: 4230.738281
	Iteration 64Q: 3 clusters Score -575688.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -575693.187500 Penalty: 4230.738281
	Iteration 65Q: 3 clusters Score -575693.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -575701.625000 Penalty: 4230.738281
	Iteration 66Q: 3 clusters Score -575701.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -575709.437500 Penalty: 4230.738281
	Iteration 67Q: 3 clusters Score -575709.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -575720.812500 Penalty: 4230.738281
	Iteration 68Q: 3 clusters Score -575720.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -575729.687500 Penalty: 4230.738281
	Iteration 69Q: 3 clusters Score -575729.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -575738.437500 Penalty: 4230.738281
	Iteration 70Q: 3 clusters Score -575738.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -575747.187500 Penalty: 4230.738281
	Iteration 71Q: 3 clusters Score -575747.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -575756.750000 Penalty: 4230.738281
	Iteration 72Q: 3 clusters Score -575756.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -575768.375000 Penalty: 4230.738281
	Iteration 73Q: 3 clusters Score -575768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -575774.875000 Penalty: 4230.738281
	Iteration 74Q: 3 clusters Score -575774.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -575780.437500 Penalty: 4230.738281
	Iteration 75Q: 3 clusters Score -575780.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -575789.875000 Penalty: 4230.738281
	Iteration 76Q: 3 clusters Score -575789.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -575796.750000 Penalty: 4230.738281
	Iteration 77Q: 3 clusters Score -575796.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -575802.062500 Penalty: 4230.738281
	Iteration 78Q: 3 clusters Score -575802.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -575809.500000 Penalty: 4230.738281
	Iteration 79Q: 3 clusters Score -575809.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -575814.312500 Penalty: 4230.738281
	Iteration 80F: 3 clusters Score -575814.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -575820.250000 Penalty: 4230.738281
	Iteration 81Q: 3 clusters Score -575820.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -575826.937500 Penalty: 4230.738281
	Iteration 82Q: 3 clusters Score -575826.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -575831.000000 Penalty: 4230.738281
	Iteration 83Q: 3 clusters Score -575831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -575831.375000 Penalty: 4230.738281
	Iteration 84Q: 3 clusters Score -575831.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -575833.937500 Penalty: 4230.738281
	Iteration 85Q: 3 clusters Score -575833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -575836.062500 Penalty: 4230.738281
	Iteration 86Q: 3 clusters Score -575836.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -575840.500000 Penalty: 4230.738281
	Iteration 87Q: 3 clusters Score -575840.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -575848.187500 Penalty: 4230.738281
	Iteration 88Q: 3 clusters Score -575848.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -575857.437500 Penalty: 4230.738281
	Iteration 89Q: 3 clusters Score -575857.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -575872.937500 Penalty: 4230.738281
	Iteration 90Q: 3 clusters Score -575872.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -575890.562500 Penalty: 4230.738281
	Iteration 91Q: 3 clusters Score -575890.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -575910.062500 Penalty: 4230.738281
	Iteration 92Q: 3 clusters Score -575910.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -575942.687500 Penalty: 4230.738281
	Iteration 93Q: 3 clusters Score -575942.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -575977.000000 Penalty: 4230.738281
	Iteration 94Q: 3 clusters Score -575977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -576017.937500 Penalty: 4230.738281
	Iteration 95Q: 3 clusters Score -576017.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -576070.000000 Penalty: 4230.738281
	Iteration 96Q: 3 clusters Score -576070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -576135.750000 Penalty: 4230.738281
	Iteration 97Q: 3 clusters Score -576135.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -576191.500000 Penalty: 4230.738281
	Iteration 98Q: 3 clusters Score -576191.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -576235.625000 Penalty: 4230.738281
	Iteration 99Q: 3 clusters Score -576235.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -576262.937500 Penalty: 4230.738281
	Iteration 100F: 3 clusters Score -576262.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -576276.750000 Penalty: 4230.738281
	Iteration 101Q: 3 clusters Score -576276.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -576285.750000 Penalty: 4230.738281
	Iteration 102Q: 3 clusters Score -576285.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -576291.000000 Penalty: 4230.738281
	Iteration 103Q: 3 clusters Score -576291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -576297.687500 Penalty: 4230.738281
	Iteration 104Q: 3 clusters Score -576297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -576301.125000 Penalty: 4230.738281
	Iteration 105Q: 3 clusters Score -576301.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -576306.812500 Penalty: 4230.738281
	Iteration 106Q: 3 clusters Score -576306.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -576312.375000 Penalty: 4230.738281
	Iteration 107Q: 3 clusters Score -576312.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -576316.812500 Penalty: 4230.738281
	Iteration 108Q: 3 clusters Score -576316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -576319.250000 Penalty: 4230.738281
	Iteration 109Q: 3 clusters Score -576319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -576324.500000 Penalty: 4230.738281
	Iteration 110Q: 3 clusters Score -576324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -576329.750000 Penalty: 4230.738281
	Iteration 111Q: 3 clusters Score -576329.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -576332.812500 Penalty: 4230.738281
	Iteration 112Q: 3 clusters Score -576332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -576335.437500 Penalty: 4230.738281
	Iteration 113Q: 3 clusters Score -576335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -576337.125000 Penalty: 4230.738281
	Iteration 114Q: 3 clusters Score -576337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -576338.187500 Penalty: 4230.738281
	Iteration 115Q: 3 clusters Score -576338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -576340.500000 Penalty: 4230.738281
	Iteration 116Q: 3 clusters Score -576340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -576340.750000 Penalty: 4230.738281
	Iteration 117Q: 3 clusters Score -576340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -576342.500000 Penalty: 4230.738281
	Iteration 118Q: 3 clusters Score -576342.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -576345.562500 Penalty: 4230.738281
	Iteration 119Q: 3 clusters Score -576345.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -576347.750000 Penalty: 4230.738281
	Iteration 120F: 3 clusters Score -576347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -576350.375000 Penalty: 4230.738281
	Iteration 121Q: 3 clusters Score -576350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -576352.375000 Penalty: 4230.738281
	Iteration 122Q: 3 clusters Score -576352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -576359.875000 Penalty: 4230.738281
	Iteration 123Q: 3 clusters Score -576359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -576363.125000 Penalty: 4230.738281
	Iteration 124Q: 3 clusters Score -576363.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -576368.687500 Penalty: 4230.738281
	Iteration 125Q: 3 clusters Score -576368.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -576371.687500 Penalty: 4230.738281
	Iteration 126Q: 3 clusters Score -576371.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -576379.125000 Penalty: 4230.738281
	Iteration 127Q: 3 clusters Score -576379.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -576383.875000 Penalty: 4230.738281
	Iteration 128Q: 3 clusters Score -576383.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -576387.187500 Penalty: 4230.738281
	Iteration 129Q: 3 clusters Score -576387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -576391.375000 Penalty: 4230.738281
	Iteration 130Q: 3 clusters Score -576391.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -576396.937500 Penalty: 4230.738281
	Iteration 131Q: 3 clusters Score -576396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -576406.750000 Penalty: 4230.738281
	Iteration 132Q: 3 clusters Score -576406.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -576412.500000 Penalty: 4230.738281
	Iteration 133Q: 3 clusters Score -576412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -576414.937500 Penalty: 4230.738281
	Iteration 134Q: 3 clusters Score -576414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -576416.500000 Penalty: 4230.738281
	Iteration 135Q: 3 clusters Score -576416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -576417.937500 Penalty: 4230.738281
	Iteration 136Q: 3 clusters Score -576417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -576419.250000 Penalty: 4230.738281
	Iteration 137Q: 3 clusters Score -576419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -576420.625000 Penalty: 4230.738281
	Iteration 138Q: 3 clusters Score -576420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -576422.062500 Penalty: 4230.738281
	Iteration 139Q: 3 clusters Score -576422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -576423.687500 Penalty: 4230.738281
	Iteration 140F: 3 clusters Score -576423.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -576425.000000 Penalty: 4230.738281
	Iteration 141Q: 3 clusters Score -576425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -576426.625000 Penalty: 4230.738281
	Iteration 142Q: 3 clusters Score -576426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -576429.937500 Penalty: 4230.738281
	Iteration 143Q: 3 clusters Score -576429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -576431.625000 Penalty: 4230.738281
	Iteration 144Q: 3 clusters Score -576431.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -576436.000000 Penalty: 4230.738281
	Iteration 145Q: 3 clusters Score -576436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -576437.937500 Penalty: 4230.738281
	Iteration 146Q: 3 clusters Score -576437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -576439.312500 Penalty: 4230.738281
	Iteration 147Q: 3 clusters Score -576439.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -576441.312500 Penalty: 4230.738281
	Iteration 148Q: 3 clusters Score -576441.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -576441.812500 Penalty: 4230.738281
	Iteration 149Q: 3 clusters Score -576441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -576442.437500 Penalty: 4230.738281
	Iteration 150Q: 3 clusters Score -576442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -576443.687500 Penalty: 4230.738281
	Iteration 151Q: 3 clusters Score -576443.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -576443.687500 Penalty: 4230.738281
	Iteration 152F: 3 clusters Score -576443.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Entering Unmasked Estep 
Score: -2404173.750000 Penalty: 2459.047607
	Iteration 0F: 2 clusters Score -2404174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2389957.000000 Penalty: 4918.095215
	Iteration 0F: 3 clusters Score -2389957 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2394647.500000 Penalty: 4918.095215
	Iteration 1F: 3 clusters Score -2394648 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2395111.500000 Penalty: 4918.095215
	Iteration 2F: 3 clusters Score -2395112 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2395528.500000 Penalty: 4918.095215
	Iteration 3Q: 3 clusters Score -2395528 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2396023.250000 Penalty: 4918.095215
	Iteration 4Q: 3 clusters Score -2396023 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2396668.000000 Penalty: 4918.095215
	Iteration 5F: 3 clusters Score -2396668 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2397427.000000 Penalty: 4918.095215
	Iteration 6F: 3 clusters Score -2397427 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2398225.750000 Penalty: 4918.095215
	Iteration 7F: 3 clusters Score -2398226 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2398996.750000 Penalty: 4918.095215
	Iteration 8F: 3 clusters Score -2398997 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2399653.500000 Penalty: 4918.095215
	Iteration 9Q: 3 clusters Score -2399654 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2400180.750000 Penalty: 4918.095215
	Iteration 10Q: 3 clusters Score -2400181 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2400617.750000 Penalty: 4918.095215
	Iteration 11Q: 3 clusters Score -2400618 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2401014.500000 Penalty: 4918.095215
	Iteration 12Q: 3 clusters Score -2401014 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2401310.500000 Penalty: 4918.095215
	Iteration 13Q: 3 clusters Score -2401310 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2401514.750000 Penalty: 4918.095215
	Iteration 14Q: 3 clusters Score -2401515 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2401683.250000 Penalty: 4918.095215
	Iteration 15Q: 3 clusters Score -2401683 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2401775.000000 Penalty: 4918.095215
	Iteration 16Q: 3 clusters Score -2401775 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2401855.500000 Penalty: 4918.095215
	Iteration 17Q: 3 clusters Score -2401856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2401919.250000 Penalty: 4918.095215
	Iteration 18Q: 3 clusters Score -2401919 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2401966.750000 Penalty: 4918.095215
	Iteration 19Q: 3 clusters Score -2401967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2402006.250000 Penalty: 4918.095215
	Iteration 20F: 3 clusters Score -2402006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2402028.750000 Penalty: 4918.095215
	Iteration 21Q: 3 clusters Score -2402029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2402056.500000 Penalty: 4918.095215
	Iteration 22Q: 3 clusters Score -2402056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2402071.000000 Penalty: 4918.095215
	Iteration 23Q: 3 clusters Score -2402071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2402091.000000 Penalty: 4918.095215
	Iteration 24Q: 3 clusters Score -2402091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2402099.750000 Penalty: 4918.095215
	Iteration 25Q: 3 clusters Score -2402100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2402106.500000 Penalty: 4918.095215
	Iteration 26Q: 3 clusters Score -2402106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2402116.500000 Penalty: 4918.095215
	Iteration 27Q: 3 clusters Score -2402116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2402120.000000 Penalty: 4918.095215
	Iteration 28Q: 3 clusters Score -2402120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2402125.250000 Penalty: 4918.095215
	Iteration 29Q: 3 clusters Score -2402125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2402130.000000 Penalty: 4918.095215
	Iteration 30Q: 3 clusters Score -2402130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2402139.750000 Penalty: 4918.095215
	Iteration 31Q: 3 clusters Score -2402140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2402146.250000 Penalty: 4918.095215
	Iteration 32Q: 3 clusters Score -2402146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2402152.750000 Penalty: 4918.095215
	Iteration 33Q: 3 clusters Score -2402153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2402158.000000 Penalty: 4918.095215
	Iteration 34Q: 3 clusters Score -2402158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2402164.000000 Penalty: 4918.095215
	Iteration 35Q: 3 clusters Score -2402164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2402163.250000 Penalty: 4918.095215
	Iteration 36Q: 3 clusters Score -2402163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2402165.000000 Penalty: 4918.095215
	Iteration 37Q: 3 clusters Score -2402165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2402165.750000 Penalty: 4918.095215
	Iteration 38Q: 3 clusters Score -2402166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2402165.750000 Penalty: 4918.095215
	Iteration 39Q: 3 clusters Score -2402166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2402168.500000 Penalty: 4918.095215
	Iteration 40F: 3 clusters Score -2402168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2402168.500000 Penalty: 4918.095215
	Iteration 41Q: 3 clusters Score -2402168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2402170.500000 Penalty: 4918.095215
	Iteration 42Q: 3 clusters Score -2402170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2402175.500000 Penalty: 4918.095215
	Iteration 43Q: 3 clusters Score -2402176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2402178.500000 Penalty: 4918.095215
	Iteration 44Q: 3 clusters Score -2402178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2402175.750000 Penalty: 4918.095215
	Iteration 45Q: 3 clusters Score -2402176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2402175.750000 Penalty: 4918.095215
	Iteration 46F: 3 clusters Score -2402176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Entering Unmasked Estep 
Score: -1126075.625000 Penalty: 2310.737305
	Iteration 0F: 2 clusters Score -1126076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1117797.000000 Penalty: 4621.474609
	Iteration 0F: 3 clusters Score -1117797 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1120703.125000 Penalty: 4621.474609
	Iteration 1F: 3 clusters Score -1120703 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1121586.750000 Penalty: 4621.474609
	Iteration 2F: 3 clusters Score -1121587 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1122513.500000 Penalty: 4621.474609
	Iteration 3F: 3 clusters Score -1122514 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1123309.125000 Penalty: 4621.474609
	Iteration 4F: 3 clusters Score -1123309 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1123857.750000 Penalty: 4621.474609
	Iteration 5F: 3 clusters Score -1123858 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1124180.375000 Penalty: 4621.474609
	Iteration 6Q: 3 clusters Score -1124180 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1124371.125000 Penalty: 4621.474609
	Iteration 7Q: 3 clusters Score -1124371 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1124485.375000 Penalty: 4621.474609
	Iteration 8Q: 3 clusters Score -1124485 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1124552.375000 Penalty: 4621.474609
	Iteration 9Q: 3 clusters Score -1124552 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1124607.000000 Penalty: 4621.474609
	Iteration 10Q: 3 clusters Score -1124607 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1124656.125000 Penalty: 4621.474609
	Iteration 11Q: 3 clusters Score -1124656 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1124702.250000 Penalty: 4621.474609
	Iteration 12Q: 3 clusters Score -1124702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1124740.875000 Penalty: 4621.474609
	Iteration 13Q: 3 clusters Score -1124741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1124768.125000 Penalty: 4621.474609
	Iteration 14Q: 3 clusters Score -1124768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1124793.375000 Penalty: 4621.474609
	Iteration 15Q: 3 clusters Score -1124793 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1124816.875000 Penalty: 4621.474609
	Iteration 16Q: 3 clusters Score -1124817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1124827.625000 Penalty: 4621.474609
	Iteration 17Q: 3 clusters Score -1124828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1124841.000000 Penalty: 4621.474609
	Iteration 18Q: 3 clusters Score -1124841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1124853.875000 Penalty: 4621.474609
	Iteration 19Q: 3 clusters Score -1124854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1124860.750000 Penalty: 4621.474609
	Iteration 20F: 3 clusters Score -1124861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1124874.250000 Penalty: 4621.474609
	Iteration 21Q: 3 clusters Score -1124874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1124890.625000 Penalty: 4621.474609
	Iteration 22Q: 3 clusters Score -1124891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1124897.625000 Penalty: 4621.474609
	Iteration 23Q: 3 clusters Score -1124898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1124912.250000 Penalty: 4621.474609
	Iteration 24Q: 3 clusters Score -1124912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1124920.375000 Penalty: 4621.474609
	Iteration 25Q: 3 clusters Score -1124920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1124931.125000 Penalty: 4621.474609
	Iteration 26Q: 3 clusters Score -1124931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1124948.500000 Penalty: 4621.474609
	Iteration 27Q: 3 clusters Score -1124948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1124955.625000 Penalty: 4621.474609
	Iteration 28Q: 3 clusters Score -1124956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1124965.625000 Penalty: 4621.474609
	Iteration 29Q: 3 clusters Score -1124966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1124972.250000 Penalty: 4621.474609
	Iteration 30Q: 3 clusters Score -1124972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1124975.500000 Penalty: 4621.474609
	Iteration 31Q: 3 clusters Score -1124976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1124979.750000 Penalty: 4621.474609
	Iteration 32Q: 3 clusters Score -1124980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1124985.875000 Penalty: 4621.474609
	Iteration 33Q: 3 clusters Score -1124986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1124992.875000 Penalty: 4621.474609
	Iteration 34Q: 3 clusters Score -1124993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1124998.625000 Penalty: 4621.474609
	Iteration 35Q: 3 clusters Score -1124999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1125009.500000 Penalty: 4621.474609
	Iteration 36Q: 3 clusters Score -1125010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1125013.500000 Penalty: 4621.474609
	Iteration 37Q: 3 clusters Score -1125014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1125026.125000 Penalty: 4621.474609
	Iteration 38Q: 3 clusters Score -1125026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1125031.750000 Penalty: 4621.474609
	Iteration 39Q: 3 clusters Score -1125032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1125034.750000 Penalty: 4621.474609
	Iteration 40F: 3 clusters Score -1125035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1125036.000000 Penalty: 4621.474609
	Iteration 41Q: 3 clusters Score -1125036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1125044.125000 Penalty: 4621.474609
	Iteration 42Q: 3 clusters Score -1125044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1125057.250000 Penalty: 4621.474609
	Iteration 43Q: 3 clusters Score -1125057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1125070.000000 Penalty: 4621.474609
	Iteration 44Q: 3 clusters Score -1125070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1125075.125000 Penalty: 4621.474609
	Iteration 45Q: 3 clusters Score -1125075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1125081.375000 Penalty: 4621.474609
	Iteration 46Q: 3 clusters Score -1125081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1125084.125000 Penalty: 4621.474609
	Iteration 47Q: 3 clusters Score -1125084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1125091.750000 Penalty: 4621.474609
	Iteration 48Q: 3 clusters Score -1125092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1125096.625000 Penalty: 4621.474609
	Iteration 49Q: 3 clusters Score -1125097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1125103.750000 Penalty: 4621.474609
	Iteration 50Q: 3 clusters Score -1125104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1125106.125000 Penalty: 4621.474609
	Iteration 51Q: 3 clusters Score -1125106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1125109.000000 Penalty: 4621.474609
	Iteration 52Q: 3 clusters Score -1125109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1125113.500000 Penalty: 4621.474609
	Iteration 53Q: 3 clusters Score -1125114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1125116.875000 Penalty: 4621.474609
	Iteration 54Q: 3 clusters Score -1125117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1125122.500000 Penalty: 4621.474609
	Iteration 55Q: 3 clusters Score -1125122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1125124.625000 Penalty: 4621.474609
	Iteration 56Q: 3 clusters Score -1125125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1125129.625000 Penalty: 4621.474609
	Iteration 57Q: 3 clusters Score -1125130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1125130.375000 Penalty: 4621.474609
	Iteration 58Q: 3 clusters Score -1125130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1125133.000000 Penalty: 4621.474609
	Iteration 59Q: 3 clusters Score -1125133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1125134.250000 Penalty: 4621.474609
	Iteration 60F: 3 clusters Score -1125134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1125135.250000 Penalty: 4621.474609
	Iteration 61Q: 3 clusters Score -1125135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1125138.375000 Penalty: 4621.474609
	Iteration 62Q: 3 clusters Score -1125138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1125135.750000 Penalty: 4621.474609
	Iteration 63Q: 3 clusters Score -1125136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1125138.500000 Penalty: 4621.474609
	Iteration 64Q: 3 clusters Score -1125138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1125140.750000 Penalty: 4621.474609
	Iteration 65Q: 3 clusters Score -1125141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1125142.875000 Penalty: 4621.474609
	Iteration 66Q: 3 clusters Score -1125143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1125142.500000 Penalty: 4621.474609
	Iteration 67Q: 3 clusters Score -1125142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1125144.000000 Penalty: 4621.474609
	Iteration 68Q: 3 clusters Score -1125144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1125142.875000 Penalty: 4621.474609
	Iteration 69Q: 3 clusters Score -1125143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1125141.125000 Penalty: 4621.474609
	Iteration 70Q: 3 clusters Score -1125141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1125142.750000 Penalty: 4621.474609
	Iteration 71Q: 3 clusters Score -1125143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1125143.625000 Penalty: 4621.474609
	Iteration 72Q: 3 clusters Score -1125144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1125143.750000 Penalty: 4621.474609
	Iteration 73Q: 3 clusters Score -1125144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1125143.750000 Penalty: 4621.474609
	Iteration 74F: 3 clusters Score -1125144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Entering Unmasked Estep 
Score: -1080628.625000 Penalty: 2267.814697
	Iteration 0F: 2 clusters Score -1080629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1073342.250000 Penalty: 4535.629395
	Iteration 0F: 3 clusters Score -1073342 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1075531.125000 Penalty: 4535.629395
	Iteration 1F: 3 clusters Score -1075531 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1075902.125000 Penalty: 4535.629395
	Iteration 2F: 3 clusters Score -1075902 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1076205.375000 Penalty: 4535.629395
	Iteration 3F: 3 clusters Score -1076205 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1076506.875000 Penalty: 4535.629395
	Iteration 4F: 3 clusters Score -1076507 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1076842.375000 Penalty: 4535.629395
	Iteration 5F: 3 clusters Score -1076842 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1077192.000000 Penalty: 4535.629395
	Iteration 6F: 3 clusters Score -1077192 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1077496.250000 Penalty: 4535.629395
	Iteration 7Q: 3 clusters Score -1077496 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1077751.375000 Penalty: 4535.629395
	Iteration 8Q: 3 clusters Score -1077751 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1077974.750000 Penalty: 4535.629395
	Iteration 9Q: 3 clusters Score -1077975 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1078181.500000 Penalty: 4535.629395
	Iteration 10Q: 3 clusters Score -1078182 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1078358.375000 Penalty: 4535.629395
	Iteration 11Q: 3 clusters Score -1078358 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1078468.250000 Penalty: 4535.629395
	Iteration 12Q: 3 clusters Score -1078468 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1078561.000000 Penalty: 4535.629395
	Iteration 13Q: 3 clusters Score -1078561 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1078622.875000 Penalty: 4535.629395
	Iteration 14Q: 3 clusters Score -1078623 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1078666.625000 Penalty: 4535.629395
	Iteration 15Q: 3 clusters Score -1078667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1078702.375000 Penalty: 4535.629395
	Iteration 16Q: 3 clusters Score -1078702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1078725.875000 Penalty: 4535.629395
	Iteration 17Q: 3 clusters Score -1078726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1078750.625000 Penalty: 4535.629395
	Iteration 18Q: 3 clusters Score -1078751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1078769.625000 Penalty: 4535.629395
	Iteration 19Q: 3 clusters Score -1078770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1078782.625000 Penalty: 4535.629395
	Iteration 20F: 3 clusters Score -1078783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1078796.000000 Penalty: 4535.629395
	Iteration 21Q: 3 clusters Score -1078796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1078807.625000 Penalty: 4535.629395
	Iteration 22Q: 3 clusters Score -1078808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1078816.500000 Penalty: 4535.629395
	Iteration 23Q: 3 clusters Score -1078816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1078824.125000 Penalty: 4535.629395
	Iteration 24Q: 3 clusters Score -1078824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1078833.875000 Penalty: 4535.629395
	Iteration 25Q: 3 clusters Score -1078834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1078845.125000 Penalty: 4535.629395
	Iteration 26Q: 3 clusters Score -1078845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1078857.500000 Penalty: 4535.629395
	Iteration 27Q: 3 clusters Score -1078858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1078860.000000 Penalty: 4535.629395
	Iteration 28Q: 3 clusters Score -1078860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1078865.625000 Penalty: 4535.629395
	Iteration 29Q: 3 clusters Score -1078866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1078869.375000 Penalty: 4535.629395
	Iteration 30Q: 3 clusters Score -1078869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1078874.000000 Penalty: 4535.629395
	Iteration 31Q: 3 clusters Score -1078874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1078877.750000 Penalty: 4535.629395
	Iteration 32Q: 3 clusters Score -1078878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1078880.000000 Penalty: 4535.629395
	Iteration 33Q: 3 clusters Score -1078880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1078886.625000 Penalty: 4535.629395
	Iteration 34Q: 3 clusters Score -1078887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1078887.250000 Penalty: 4535.629395
	Iteration 35Q: 3 clusters Score -1078887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1078891.250000 Penalty: 4535.629395
	Iteration 36Q: 3 clusters Score -1078891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1078894.125000 Penalty: 4535.629395
	Iteration 37Q: 3 clusters Score -1078894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1078894.500000 Penalty: 4535.629395
	Iteration 38Q: 3 clusters Score -1078894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1078895.750000 Penalty: 4535.629395
	Iteration 39Q: 3 clusters Score -1078896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1078895.125000 Penalty: 4535.629395
	Iteration 40F: 3 clusters Score -1078895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1078899.750000 Penalty: 4535.629395
	Iteration 41Q: 3 clusters Score -1078900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1078901.875000 Penalty: 4535.629395
	Iteration 42Q: 3 clusters Score -1078902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1078903.750000 Penalty: 4535.629395
	Iteration 43Q: 3 clusters Score -1078904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1078907.250000 Penalty: 4535.629395
	Iteration 44Q: 3 clusters Score -1078907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1078910.000000 Penalty: 4535.629395
	Iteration 45Q: 3 clusters Score -1078910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1078911.375000 Penalty: 4535.629395
	Iteration 46Q: 3 clusters Score -1078911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1078914.375000 Penalty: 4535.629395
	Iteration 47Q: 3 clusters Score -1078914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1078917.000000 Penalty: 4535.629395
	Iteration 48Q: 3 clusters Score -1078917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1078917.250000 Penalty: 4535.629395
	Iteration 49Q: 3 clusters Score -1078917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1078919.875000 Penalty: 4535.629395
	Iteration 50Q: 3 clusters Score -1078920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1078923.000000 Penalty: 4535.629395
	Iteration 51Q: 3 clusters Score -1078923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1078923.375000 Penalty: 4535.629395
	Iteration 52Q: 3 clusters Score -1078923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1078925.625000 Penalty: 4535.629395
	Iteration 53Q: 3 clusters Score -1078926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1078926.000000 Penalty: 4535.629395
	Iteration 54Q: 3 clusters Score -1078926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1078926.750000 Penalty: 4535.629395
	Iteration 55Q: 3 clusters Score -1078927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1078926.875000 Penalty: 4535.629395
	Iteration 56Q: 3 clusters Score -1078927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1078926.750000 Penalty: 4535.629395
	Iteration 57Q: 3 clusters Score -1078927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1078926.750000 Penalty: 4535.629395
	Iteration 58F: 3 clusters Score -1078927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Entering Unmasked Estep 
Score: -1054444.625000 Penalty: 2267.682129
	Iteration 0F: 2 clusters Score -1054445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1047178.875000 Penalty: 4535.364258
	Iteration 0F: 3 clusters Score -1047179 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1049346.000000 Penalty: 4535.364258
	Iteration 1F: 3 clusters Score -1049346 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1049818.500000 Penalty: 4535.364258
	Iteration 2F: 3 clusters Score -1049818 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1050381.750000 Penalty: 4535.364258
	Iteration 3F: 3 clusters Score -1050382 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1051149.375000 Penalty: 4535.364258
	Iteration 4F: 3 clusters Score -1051149 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1051960.125000 Penalty: 4535.364258
	Iteration 5F: 3 clusters Score -1051960 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1052582.375000 Penalty: 4535.364258
	Iteration 6F: 3 clusters Score -1052582 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1052966.875000 Penalty: 4535.364258
	Iteration 7F: 3 clusters Score -1052967 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1053166.375000 Penalty: 4535.364258
	Iteration 8Q: 3 clusters Score -1053166 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1053275.375000 Penalty: 4535.364258
	Iteration 9Q: 3 clusters Score -1053275 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1053327.000000 Penalty: 4535.364258
	Iteration 10Q: 3 clusters Score -1053327 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1053363.000000 Penalty: 4535.364258
	Iteration 11Q: 3 clusters Score -1053363 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1053394.875000 Penalty: 4535.364258
	Iteration 12Q: 3 clusters Score -1053395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1053414.375000 Penalty: 4535.364258
	Iteration 13Q: 3 clusters Score -1053414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1053433.625000 Penalty: 4535.364258
	Iteration 14Q: 3 clusters Score -1053434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1053440.125000 Penalty: 4535.364258
	Iteration 15Q: 3 clusters Score -1053440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1053448.375000 Penalty: 4535.364258
	Iteration 16Q: 3 clusters Score -1053448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1053456.375000 Penalty: 4535.364258
	Iteration 17Q: 3 clusters Score -1053456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1053461.000000 Penalty: 4535.364258
	Iteration 18Q: 3 clusters Score -1053461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1053469.500000 Penalty: 4535.364258
	Iteration 19Q: 3 clusters Score -1053470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1053475.125000 Penalty: 4535.364258
	Iteration 20F: 3 clusters Score -1053475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1053485.750000 Penalty: 4535.364258
	Iteration 21Q: 3 clusters Score -1053486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1053489.500000 Penalty: 4535.364258
	Iteration 22Q: 3 clusters Score -1053490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1053498.125000 Penalty: 4535.364258
	Iteration 23Q: 3 clusters Score -1053498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1053512.625000 Penalty: 4535.364258
	Iteration 24Q: 3 clusters Score -1053513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1053522.750000 Penalty: 4535.364258
	Iteration 25Q: 3 clusters Score -1053523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1053535.375000 Penalty: 4535.364258
	Iteration 26Q: 3 clusters Score -1053535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1053545.500000 Penalty: 4535.364258
	Iteration 27Q: 3 clusters Score -1053546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1053550.125000 Penalty: 4535.364258
	Iteration 28Q: 3 clusters Score -1053550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1053559.375000 Penalty: 4535.364258
	Iteration 29Q: 3 clusters Score -1053559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1053564.875000 Penalty: 4535.364258
	Iteration 30Q: 3 clusters Score -1053565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1053572.625000 Penalty: 4535.364258
	Iteration 31Q: 3 clusters Score -1053573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1053578.125000 Penalty: 4535.364258
	Iteration 32Q: 3 clusters Score -1053578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1053583.375000 Penalty: 4535.364258
	Iteration 33Q: 3 clusters Score -1053583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1053584.875000 Penalty: 4535.364258
	Iteration 34Q: 3 clusters Score -1053585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1053587.125000 Penalty: 4535.364258
	Iteration 35Q: 3 clusters Score -1053587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1053590.750000 Penalty: 4535.364258
	Iteration 36Q: 3 clusters Score -1053591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1053593.000000 Penalty: 4535.364258
	Iteration 37Q: 3 clusters Score -1053593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1053593.750000 Penalty: 4535.364258
	Iteration 38Q: 3 clusters Score -1053594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1053595.250000 Penalty: 4535.364258
	Iteration 39Q: 3 clusters Score -1053595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1053597.250000 Penalty: 4535.364258
	Iteration 40F: 3 clusters Score -1053597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1053600.375000 Penalty: 4535.364258
	Iteration 41Q: 3 clusters Score -1053600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1053601.375000 Penalty: 4535.364258
	Iteration 42Q: 3 clusters Score -1053601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1053602.375000 Penalty: 4535.364258
	Iteration 43Q: 3 clusters Score -1053602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1053603.375000 Penalty: 4535.364258
	Iteration 44Q: 3 clusters Score -1053603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1053604.125000 Penalty: 4535.364258
	Iteration 45Q: 3 clusters Score -1053604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1053605.625000 Penalty: 4535.364258
	Iteration 46Q: 3 clusters Score -1053606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1053604.500000 Penalty: 4535.364258
	Iteration 47Q: 3 clusters Score -1053604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1053606.875000 Penalty: 4535.364258
	Iteration 48Q: 3 clusters Score -1053607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1053611.375000 Penalty: 4535.364258
	Iteration 49Q: 3 clusters Score -1053611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1053611.125000 Penalty: 4535.364258
	Iteration 50Q: 3 clusters Score -1053611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1053615.625000 Penalty: 4535.364258
	Iteration 51Q: 3 clusters Score -1053616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1053625.625000 Penalty: 4535.364258
	Iteration 52Q: 3 clusters Score -1053626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1053630.125000 Penalty: 4535.364258
	Iteration 53Q: 3 clusters Score -1053630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1053642.500000 Penalty: 4535.364258
	Iteration 54Q: 3 clusters Score -1053642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1053652.250000 Penalty: 4535.364258
	Iteration 55Q: 3 clusters Score -1053652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1053663.625000 Penalty: 4535.364258
	Iteration 56Q: 3 clusters Score -1053664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1053670.750000 Penalty: 4535.364258
	Iteration 57Q: 3 clusters Score -1053671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1053685.125000 Penalty: 4535.364258
	Iteration 58Q: 3 clusters Score -1053685 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1053710.875000 Penalty: 4535.364258
	Iteration 59Q: 3 clusters Score -1053711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1053732.875000 Penalty: 4535.364258
	Iteration 60F: 3 clusters Score -1053733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1053756.250000 Penalty: 4535.364258
	Iteration 61Q: 3 clusters Score -1053756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1053779.625000 Penalty: 4535.364258
	Iteration 62Q: 3 clusters Score -1053780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1053807.000000 Penalty: 4535.364258
	Iteration 63Q: 3 clusters Score -1053807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1053822.375000 Penalty: 4535.364258
	Iteration 64Q: 3 clusters Score -1053822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1053840.125000 Penalty: 4535.364258
	Iteration 65Q: 3 clusters Score -1053840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1053849.000000 Penalty: 4535.364258
	Iteration 66Q: 3 clusters Score -1053849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1053861.750000 Penalty: 4535.364258
	Iteration 67Q: 3 clusters Score -1053862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1053871.125000 Penalty: 4535.364258
	Iteration 68Q: 3 clusters Score -1053871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1053877.500000 Penalty: 4535.364258
	Iteration 69Q: 3 clusters Score -1053878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1053887.250000 Penalty: 4535.364258
	Iteration 70Q: 3 clusters Score -1053887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1053893.750000 Penalty: 4535.364258
	Iteration 71Q: 3 clusters Score -1053894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1053900.250000 Penalty: 4535.364258
	Iteration 72Q: 3 clusters Score -1053900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1053910.875000 Penalty: 4535.364258
	Iteration 73Q: 3 clusters Score -1053911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1053915.500000 Penalty: 4535.364258
	Iteration 74Q: 3 clusters Score -1053916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1053924.500000 Penalty: 4535.364258
	Iteration 75Q: 3 clusters Score -1053924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1053929.250000 Penalty: 4535.364258
	Iteration 76Q: 3 clusters Score -1053929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1053929.625000 Penalty: 4535.364258
	Iteration 77Q: 3 clusters Score -1053930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1053932.500000 Penalty: 4535.364258
	Iteration 78Q: 3 clusters Score -1053932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1053930.375000 Penalty: 4535.364258
	Iteration 79Q: 3 clusters Score -1053930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1053930.375000 Penalty: 4535.364258
	Iteration 80F: 3 clusters Score -1053930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1053932.375000 Penalty: 4535.364258
	Iteration 81Q: 3 clusters Score -1053932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1053930.375000 Penalty: 4535.364258
	Iteration 82Q: 3 clusters Score -1053930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1053930.125000 Penalty: 4535.364258
	Iteration 83Q: 3 clusters Score -1053930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1053931.625000 Penalty: 4535.364258
	Iteration 84Q: 3 clusters Score -1053932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1053932.250000 Penalty: 4535.364258
	Iteration 85Q: 3 clusters Score -1053932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1053932.250000 Penalty: 4535.364258
	Iteration 86F: 3 clusters Score -1053932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Entering Unmasked Estep 
Score: -2753673.000000 Penalty: 2497.962402
	Iteration 0F: 2 clusters Score -2753673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2737293.000000 Penalty: 4995.924805
	Iteration 0F: 3 clusters Score -2737293 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2743026.750000 Penalty: 4995.924805
	Iteration 1F: 3 clusters Score -2743027 nChanged 1266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2743534 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2743993 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2744375 nChanged 996
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2744761 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2745168.500000 Penalty: 4995.924805
	Iteration 6Q: 3 clusters Score -2745168 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2745564 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2745928.500000 Penalty: 4995.924805
	Iteration 8Q: 3 clusters Score -2745928 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2746375.000000 Penalty: 4995.924805
	Iteration 9Q: 3 clusters Score -2746375 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2746936.000000 Penalty: 4995.924805
	Iteration 10Q: 3 clusters Score -2746936 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2747562.750000 Penalty: 4995.924805
	Iteration 11Q: 3 clusters Score -2747563 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2748188.000000 Penalty: 4995.924805
	Iteration 12Q: 3 clusters Score -2748188 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2748766.250000 Penalty: 4995.924805
	Iteration 13Q: 3 clusters Score -2748766 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2749222.000000 Penalty: 4995.924805
	Iteration 14Q: 3 clusters Score -2749222 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2749528.750000 Penalty: 4995.924805
	Iteration 15Q: 3 clusters Score -2749529 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2749769.750000 Penalty: 4995.924805
	Iteration 16Q: 3 clusters Score -2749770 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2749934.750000 Penalty: 4995.924805
	Iteration 17Q: 3 clusters Score -2749935 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2750058.750000 Penalty: 4995.924805
	Iteration 18Q: 3 clusters Score -2750059 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2750157.750000 Penalty: 4995.924805
	Iteration 19Q: 3 clusters Score -2750158 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2750248.500000 Penalty: 4995.924805
	Iteration 20F: 3 clusters Score -2750248 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2750314.250000 Penalty: 4995.924805
	Iteration 21Q: 3 clusters Score -2750314 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2750374.250000 Penalty: 4995.924805
	Iteration 22Q: 3 clusters Score -2750374 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2750413.750000 Penalty: 4995.924805
	Iteration 23Q: 3 clusters Score -2750414 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2750476.000000 Penalty: 4995.924805
	Iteration 24Q: 3 clusters Score -2750476 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2750508.750000 Penalty: 4995.924805
	Iteration 25Q: 3 clusters Score -2750509 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2750550.000000 Penalty: 4995.924805
	Iteration 26Q: 3 clusters Score -2750550 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2750599.500000 Penalty: 4995.924805
	Iteration 27Q: 3 clusters Score -2750600 nChanged 122
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Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2750625.250000 Penalty: 4995.924805
	Iteration 28Q: 3 clusters Score -2750625 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2750662.500000 Penalty: 4995.924805
	Iteration 29Q: 3 clusters Score -2750662 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2750709.500000 Penalty: 4995.924805
	Iteration 30Q: 3 clusters Score -2750710 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2750741.250000 Penalty: 4995.924805
	Iteration 31Q: 3 clusters Score -2750741 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2750759.000000 Penalty: 4995.924805
	Iteration 32Q: 3 clusters Score -2750759 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2750782.500000 Penalty: 4995.924805
	Iteration 33Q: 3 clusters Score -2750782 nChanged 97
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Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2750806.000000 Penalty: 4995.924805
	Iteration 34Q: 3 clusters Score -2750806 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2750836.750000 Penalty: 4995.924805
	Iteration 35Q: 3 clusters Score -2750837 nChanged 95
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Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2750861.000000 Penalty: 4995.924805
	Iteration 36Q: 3 clusters Score -2750861 nChanged 90
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Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2750892.000000 Penalty: 4995.924805
	Iteration 37Q: 3 clusters Score -2750892 nChanged 82
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Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2750918.750000 Penalty: 4995.924805
	Iteration 38Q: 3 clusters Score -2750919 nChanged 82
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Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2750934.250000 Penalty: 4995.924805
	Iteration 39Q: 3 clusters Score -2750934 nChanged 70
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Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2750951.000000 Penalty: 4995.924805
	Iteration 40F: 3 clusters Score -2750951 nChanged 65
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Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2750967.500000 Penalty: 4995.924805
	Iteration 41Q: 3 clusters Score -2750968 nChanged 54
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Mstep: Class 1 contains 21080 members 
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Entering Unmasked Estep 
Score: -2750971.500000 Penalty: 4995.924805
	Iteration 42Q: 3 clusters Score -2750972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2750989.000000 Penalty: 4995.924805
	Iteration 43Q: 3 clusters Score -2750989 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2751000.500000 Penalty: 4995.924805
	Iteration 44Q: 3 clusters Score -2751000 nChanged 57
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Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2751017.250000 Penalty: 4995.924805
	Iteration 45Q: 3 clusters Score -2751017 nChanged 45
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Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2751024.500000 Penalty: 4995.924805
	Iteration 46Q: 3 clusters Score -2751024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2751032.000000 Penalty: 4995.924805
	Iteration 47Q: 3 clusters Score -2751032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2751045.000000 Penalty: 4995.924805
	Iteration 48Q: 3 clusters Score -2751045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2751057.500000 Penalty: 4995.924805
	Iteration 49Q: 3 clusters Score -2751058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2751078.250000 Penalty: 4995.924805
	Iteration 50Q: 3 clusters Score -2751078 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2751088.000000 Penalty: 4995.924805
	Iteration 51Q: 3 clusters Score -2751088 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21560 members 
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Entering Unmasked Estep 
Score: -2751111.250000 Penalty: 4995.924805
	Iteration 52Q: 3 clusters Score -2751111 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21619 members 
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Entering Unmasked Estep 
Score: -2751127.500000 Penalty: 4995.924805
	Iteration 53Q: 3 clusters Score -2751128 nChanged 60
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Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2751138.000000 Penalty: 4995.924805
	Iteration 54Q: 3 clusters Score -2751138 nChanged 70
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Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2751175.750000 Penalty: 4995.924805
	Iteration 55Q: 3 clusters Score -2751176 nChanged 76
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Mstep: Class 1 contains 21799 members 
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Entering Unmasked Estep 
Score: -2751201.500000 Penalty: 4995.924805
	Iteration 56Q: 3 clusters Score -2751202 nChanged 68
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Mstep: Class 1 contains 21859 members 
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Entering Unmasked Estep 
Score: -2751219.750000 Penalty: 4995.924805
	Iteration 57Q: 3 clusters Score -2751220 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2751245.250000 Penalty: 4995.924805
	Iteration 58Q: 3 clusters Score -2751245 nChanged 57
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Mstep: Class 1 contains 21969 members 
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Entering Unmasked Estep 
Score: -2751263.750000 Penalty: 4995.924805
	Iteration 59Q: 3 clusters Score -2751264 nChanged 53
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Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2751283.250000 Penalty: 4995.924805
	Iteration 60F: 3 clusters Score -2751283 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22061 members 
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Entering Unmasked Estep 
Score: -2751310.750000 Penalty: 4995.924805
	Iteration 61Q: 3 clusters Score -2751311 nChanged 50
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Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2751336.000000 Penalty: 4995.924805
	Iteration 62Q: 3 clusters Score -2751336 nChanged 46
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Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2751358 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2751372.750000 Penalty: 4995.924805
	Iteration 64Q: 3 clusters Score -2751373 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2751383.250000 Penalty: 4995.924805
	Iteration 65Q: 3 clusters Score -2751383 nChanged 32
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Mstep: Class 1 contains 22254 members 
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Entering Unmasked Estep 
Score: -2751392.250000 Penalty: 4995.924805
	Iteration 66Q: 3 clusters Score -2751392 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22286 members 
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Entering Unmasked Estep 
Score: -2751401.750000 Penalty: 4995.924805
	Iteration 67Q: 3 clusters Score -2751402 nChanged 24
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Mstep: Class 1 contains 22310 members 
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Entering Unmasked Estep 
Score: -2751406.250000 Penalty: 4995.924805
	Iteration 68Q: 3 clusters Score -2751406 nChanged 24
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Mstep: Class 1 contains 22330 members 
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Entering Unmasked Estep 
Score: -2751416.250000 Penalty: 4995.924805
	Iteration 69Q: 3 clusters Score -2751416 nChanged 28
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Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2751422.500000 Penalty: 4995.924805
	Iteration 70Q: 3 clusters Score -2751422 nChanged 24
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Mstep: Class 1 contains 22378 members 
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Entering Unmasked Estep 
Score: -2751427.000000 Penalty: 4995.924805
	Iteration 71Q: 3 clusters Score -2751427 nChanged 26
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Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2751432.000000 Penalty: 4995.924805
	Iteration 72Q: 3 clusters Score -2751432 nChanged 24
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Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2751451.750000 Penalty: 4995.924805
	Iteration 73Q: 3 clusters Score -2751452 nChanged 30
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Mstep: Class 1 contains 22456 members 
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Entering Unmasked Estep 
Score: -2751458.250000 Penalty: 4995.924805
	Iteration 74Q: 3 clusters Score -2751458 nChanged 25
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Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2751474.000000 Penalty: 4995.924805
	Iteration 75Q: 3 clusters Score -2751474 nChanged 21
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Mstep: Class 1 contains 22500 members 
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Entering Unmasked Estep 
Score: -2751478.500000 Penalty: 4995.924805
	Iteration 76Q: 3 clusters Score -2751478 nChanged 15
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Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2751477.000000 Penalty: 4995.924805
	Iteration 77Q: 3 clusters Score -2751477 nChanged 10
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Mstep: Class 1 contains 22523 members 
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Entering Unmasked Estep 
Score: -2751482.500000 Penalty: 4995.924805
	Iteration 78Q: 3 clusters Score -2751482 nChanged 10
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Mstep: Class 1 contains 22533 members 
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Entering Unmasked Estep 
Score: -2751486.250000 Penalty: 4995.924805
	Iteration 79Q: 3 clusters Score -2751486 nChanged 12
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Entering Unmasked Estep 
Score: -2751491.250000 Penalty: 4995.924805
	Iteration 80F: 3 clusters Score -2751491 nChanged 16
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Mstep: Class 1 contains 22561 members 
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Entering Unmasked Estep 
Score: -2751495.000000 Penalty: 4995.924805
	Iteration 81Q: 3 clusters Score -2751495 nChanged 12
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Mstep: Class 1 contains 22573 members 
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Entering Unmasked Estep 
Score: -2751506.000000 Penalty: 4995.924805
	Iteration 82Q: 3 clusters Score -2751506 nChanged 9
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Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2751507.500000 Penalty: 4995.924805
	Iteration 83Q: 3 clusters Score -2751508 nChanged 8
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Mstep: Class 1 contains 22590 members 
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Entering Unmasked Estep 
Score: -2751506.500000 Penalty: 4995.924805
	Iteration 84Q: 3 clusters Score -2751506 nChanged 8
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Mstep: Class 1 contains 22598 members 
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Entering Unmasked Estep 
Score: -2751512.250000 Penalty: 4995.924805
	Iteration 85Q: 3 clusters Score -2751512 nChanged 10
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Mstep: Class 1 contains 22608 members 
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Entering Unmasked Estep 
Score: -2751515.500000 Penalty: 4995.924805
	Iteration 86Q: 3 clusters Score -2751516 nChanged 9
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Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2751518.250000 Penalty: 4995.924805
	Iteration 87Q: 3 clusters Score -2751518 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2751525.500000 Penalty: 4995.924805
	Iteration 88Q: 3 clusters Score -2751526 nChanged 10
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Mstep: Class 1 contains 22636 members 
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Entering Unmasked Estep 
Score: -2751530.250000 Penalty: 4995.924805
	Iteration 89Q: 3 clusters Score -2751530 nChanged 11
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Entering Unmasked Estep 
Score: -2751533.500000 Penalty: 4995.924805
	Iteration 90Q: 3 clusters Score -2751534 nChanged 11
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Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2751534.250000 Penalty: 4995.924805
	Iteration 91Q: 3 clusters Score -2751534 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2751539.250000 Penalty: 4995.924805
	Iteration 92Q: 3 clusters Score -2751539 nChanged 15
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Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2751547.500000 Penalty: 4995.924805
	Iteration 93Q: 3 clusters Score -2751548 nChanged 5
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Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2751547.750000 Penalty: 4995.924805
	Iteration 94Q: 3 clusters Score -2751548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2751549.250000 Penalty: 4995.924805
	Iteration 95Q: 3 clusters Score -2751549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2751555.250000 Penalty: 4995.924805
	Iteration 96Q: 3 clusters Score -2751555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2751556.500000 Penalty: 4995.924805
	Iteration 97Q: 3 clusters Score -2751556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2751558.000000 Penalty: 4995.924805
	Iteration 98Q: 3 clusters Score -2751558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2751559.250000 Penalty: 4995.924805
	Iteration 99Q: 3 clusters Score -2751559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2751559.250000 Penalty: 4995.924805
	Iteration 100F: 3 clusters Score -2751559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -104421.296875 Penalty: 1658.402954
	Iteration 0F: 2 clusters Score -104421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102757.773438 Penalty: 3316.805908
	Iteration 0F: 3 clusters Score -102757.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103729.890625 Penalty: 3316.805908
	Iteration 1F: 3 clusters Score -103729.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -104503.203125 Penalty: 3316.805908
	Iteration 2F: 3 clusters Score -104503.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104794.781250 Penalty: 3316.805908
	Iteration 3F: 3 clusters Score -104794.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -104994.718750 Penalty: 3316.805908
	Iteration 4Q: 3 clusters Score -104994.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105103.929688 Penalty: 3316.805908
	Iteration 5Q: 3 clusters Score -105103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105139.375000 Penalty: 3316.805908
	Iteration 6Q: 3 clusters Score -105139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105183.890625 Penalty: 3316.805908
	Iteration 7Q: 3 clusters Score -105183.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105241.296875 Penalty: 3316.805908
	Iteration 8Q: 3 clusters Score -105241.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105278.070312 Penalty: 3316.805908
	Iteration 9Q: 3 clusters Score -105278.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105305.726562 Penalty: 3316.805908
	Iteration 10Q: 3 clusters Score -105305.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105322.195312 Penalty: 3316.805908
	Iteration 11Q: 3 clusters Score -105322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105324.281250 Penalty: 3316.805908
	Iteration 12Q: 3 clusters Score -105324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105328.609375 Penalty: 3316.805908
	Iteration 13Q: 3 clusters Score -105328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105338.445312 Penalty: 3316.805908
	Iteration 14Q: 3 clusters Score -105338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105346.742188 Penalty: 3316.805908
	Iteration 15Q: 3 clusters Score -105346.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -105354.828125 Penalty: 3316.805908
	Iteration 16Q: 3 clusters Score -105354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105360.132812 Penalty: 3316.805908
	Iteration 17Q: 3 clusters Score -105360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105364.515625 Penalty: 3316.805908
	Iteration 18Q: 3 clusters Score -105364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105370.796875 Penalty: 3316.805908
	Iteration 19Q: 3 clusters Score -105370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105380.398438 Penalty: 3316.805908
	Iteration 20F: 3 clusters Score -105380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105418.210938 Penalty: 3316.805908
	Iteration 21Q: 3 clusters Score -105418.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105492.187500 Penalty: 3316.805908
	Iteration 22Q: 3 clusters Score -105492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105515.007812 Penalty: 3316.805908
	Iteration 23Q: 3 clusters Score -105515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105530.265625 Penalty: 3316.805908
	Iteration 24Q: 3 clusters Score -105530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105554.000000 Penalty: 3316.805908
	Iteration 25Q: 3 clusters Score -105554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105575.187500 Penalty: 3316.805908
	Iteration 26Q: 3 clusters Score -105575.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105582.187500 Penalty: 3316.805908
	Iteration 27F: 3 clusters Score -105582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105597.265625 Penalty: 3316.805908
	Iteration 28Q: 3 clusters Score -105597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105596.890625 Penalty: 3316.805908
	Iteration 29Q: 3 clusters Score -105596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105599.890625 Penalty: 3316.805908
	Iteration 30Q: 3 clusters Score -105599.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105599.890625 Penalty: 3316.805908
	Iteration 31F: 3 clusters Score -105599.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 22026 members 
Mstep: Class 10 contains 2656 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20242 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 51013 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 169453 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40916 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 10983 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19940 members 
Mstep: Class 55 contains 184622 members 
Mstep: Class 56 contains 27426 members 
Mstep: Class 57 contains 5338 members 
Mstep: Class 58 contains 2327 members 
Mstep: Class 59 contains 406 members 
Entering Unmasked Estep 
Score: -133742600.000000 Penalty: 204547.843750
Splitting cluster 17 changes total score from -133741904.000000 to -133742600.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 18 (3966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Entering Unmasked Estep 
Score: -455107.593750 Penalty: 2054.807129
	Iteration 0F: 2 clusters Score -455107.6 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 2016 members 
Entering Unmasked Estep 
Score: -451207.406250 Penalty: 4109.614258
	Iteration 0F: 3 clusters Score -451207.4 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -452079.062500 Penalty: 4109.614258
	Iteration 1F: 3 clusters Score -452079.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -452278.250000 Penalty: 4109.614258
	Iteration 2F: 3 clusters Score -452278.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -452385.031250 Penalty: 4109.614258
	Iteration 3F: 3 clusters Score -452385 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -452454.812500 Penalty: 4109.614258
	Iteration 4Q: 3 clusters Score -452454.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -452514.343750 Penalty: 4109.614258
	Iteration 5Q: 3 clusters Score -452514.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -452571.656250 Penalty: 4109.614258
	Iteration 6Q: 3 clusters Score -452571.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -452615.750000 Penalty: 4109.614258
	Iteration 7Q: 3 clusters Score -452615.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -452651.968750 Penalty: 4109.614258
	Iteration 8Q: 3 clusters Score -452652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -452675.093750 Penalty: 4109.614258
	Iteration 9Q: 3 clusters Score -452675.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -452697.812500 Penalty: 4109.614258
	Iteration 10Q: 3 clusters Score -452697.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -452721.687500 Penalty: 4109.614258
	Iteration 11Q: 3 clusters Score -452721.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -452746.187500 Penalty: 4109.614258
	Iteration 12Q: 3 clusters Score -452746.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -452765.468750 Penalty: 4109.614258
	Iteration 13Q: 3 clusters Score -452765.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -452790.125000 Penalty: 4109.614258
	Iteration 14Q: 3 clusters Score -452790.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -452809.656250 Penalty: 4109.614258
	Iteration 15Q: 3 clusters Score -452809.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -452821.937500 Penalty: 4109.614258
	Iteration 16Q: 3 clusters Score -452821.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -452838.593750 Penalty: 4109.614258
	Iteration 17Q: 3 clusters Score -452838.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -452855.093750 Penalty: 4109.614258
	Iteration 18Q: 3 clusters Score -452855.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -452884.500000 Penalty: 4109.614258
	Iteration 19Q: 3 clusters Score -452884.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -452918.281250 Penalty: 4109.614258
	Iteration 20F: 3 clusters Score -452918.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -452961.250000 Penalty: 4109.614258
	Iteration 21Q: 3 clusters Score -452961.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -453027.406250 Penalty: 4109.614258
	Iteration 22Q: 3 clusters Score -453027.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -453090.843750 Penalty: 4109.614258
	Iteration 23Q: 3 clusters Score -453090.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -453157.250000 Penalty: 4109.614258
	Iteration 24Q: 3 clusters Score -453157.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -453222.468750 Penalty: 4109.614258
	Iteration 25Q: 3 clusters Score -453222.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -453283.000000 Penalty: 4109.614258
	Iteration 26Q: 3 clusters Score -453283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -453345.656250 Penalty: 4109.614258
	Iteration 27Q: 3 clusters Score -453345.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -453399.968750 Penalty: 4109.614258
	Iteration 28Q: 3 clusters Score -453400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -453443.562500 Penalty: 4109.614258
	Iteration 29Q: 3 clusters Score -453443.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -453470.968750 Penalty: 4109.614258
	Iteration 30Q: 3 clusters Score -453471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -453493.062500 Penalty: 4109.614258
	Iteration 31Q: 3 clusters Score -453493.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -453513.687500 Penalty: 4109.614258
	Iteration 32Q: 3 clusters Score -453513.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -453535.906250 Penalty: 4109.614258
	Iteration 33Q: 3 clusters Score -453535.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -453551.125000 Penalty: 4109.614258
	Iteration 34Q: 3 clusters Score -453551.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -453569.218750 Penalty: 4109.614258
	Iteration 35Q: 3 clusters Score -453569.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -453588.718750 Penalty: 4109.614258
	Iteration 36Q: 3 clusters Score -453588.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -453609.156250 Penalty: 4109.614258
	Iteration 37Q: 3 clusters Score -453609.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -453620.312500 Penalty: 4109.614258
	Iteration 38Q: 3 clusters Score -453620.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -453629.375000 Penalty: 4109.614258
	Iteration 39Q: 3 clusters Score -453629.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -453636.843750 Penalty: 4109.614258
	Iteration 40F: 3 clusters Score -453636.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -453644.437500 Penalty: 4109.614258
	Iteration 41Q: 3 clusters Score -453644.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -453653.812500 Penalty: 4109.614258
	Iteration 42Q: 3 clusters Score -453653.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -453663.375000 Penalty: 4109.614258
	Iteration 43Q: 3 clusters Score -453663.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -453672.750000 Penalty: 4109.614258
	Iteration 44Q: 3 clusters Score -453672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -453679.281250 Penalty: 4109.614258
	Iteration 45Q: 3 clusters Score -453679.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -453684.062500 Penalty: 4109.614258
	Iteration 46Q: 3 clusters Score -453684.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -453690.531250 Penalty: 4109.614258
	Iteration 47Q: 3 clusters Score -453690.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -453693.000000 Penalty: 4109.614258
	Iteration 48Q: 3 clusters Score -453693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -453697.875000 Penalty: 4109.614258
	Iteration 49Q: 3 clusters Score -453697.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -453702.500000 Penalty: 4109.614258
	Iteration 50Q: 3 clusters Score -453702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -453704.000000 Penalty: 4109.614258
	Iteration 51Q: 3 clusters Score -453704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -453705.250000 Penalty: 4109.614258
	Iteration 52Q: 3 clusters Score -453705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -453708.187500 Penalty: 4109.614258
	Iteration 53Q: 3 clusters Score -453708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -453709.250000 Penalty: 4109.614258
	Iteration 54Q: 3 clusters Score -453709.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -453709.968750 Penalty: 4109.614258
	Iteration 55Q: 3 clusters Score -453710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -453709.968750 Penalty: 4109.614258
	Iteration 56F: 3 clusters Score -453710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Entering Unmasked Estep 
Score: -317667.437500 Penalty: 1963.187378
	Iteration 0F: 2 clusters Score -317667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -314562.406250 Penalty: 3926.374756
	Iteration 0F: 3 clusters Score -314562.4 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -315171.281250 Penalty: 3926.374756
	Iteration 1F: 3 clusters Score -315171.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -315299.000000 Penalty: 3926.374756
	Iteration 2F: 3 clusters Score -315299 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -315367.000000 Penalty: 3926.374756
	Iteration 3Q: 3 clusters Score -315367 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -315408.843750 Penalty: 3926.374756
	Iteration 4Q: 3 clusters Score -315408.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -315447.250000 Penalty: 3926.374756
	Iteration 5Q: 3 clusters Score -315447.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -315485.593750 Penalty: 3926.374756
	Iteration 6Q: 3 clusters Score -315485.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -315519.718750 Penalty: 3926.374756
	Iteration 7Q: 3 clusters Score -315519.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -315563.687500 Penalty: 3926.374756
	Iteration 8Q: 3 clusters Score -315563.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -315611.937500 Penalty: 3926.374756
	Iteration 9Q: 3 clusters Score -315611.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -315659.937500 Penalty: 3926.374756
	Iteration 10Q: 3 clusters Score -315659.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -315706.531250 Penalty: 3926.374756
	Iteration 11Q: 3 clusters Score -315706.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -315736.937500 Penalty: 3926.374756
	Iteration 12Q: 3 clusters Score -315736.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -315771.000000 Penalty: 3926.374756
	Iteration 13Q: 3 clusters Score -315771 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -315814.500000 Penalty: 3926.374756
	Iteration 14Q: 3 clusters Score -315814.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -315847.437500 Penalty: 3926.374756
	Iteration 15Q: 3 clusters Score -315847.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -315885.656250 Penalty: 3926.374756
	Iteration 16Q: 3 clusters Score -315885.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -315926.562500 Penalty: 3926.374756
	Iteration 17Q: 3 clusters Score -315926.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -315959.468750 Penalty: 3926.374756
	Iteration 18Q: 3 clusters Score -315959.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -315982.500000 Penalty: 3926.374756
	Iteration 19Q: 3 clusters Score -315982.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -316005.062500 Penalty: 3926.374756
	Iteration 20F: 3 clusters Score -316005.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -316023.218750 Penalty: 3926.374756
	Iteration 21Q: 3 clusters Score -316023.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -316037.531250 Penalty: 3926.374756
	Iteration 22Q: 3 clusters Score -316037.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -316045.500000 Penalty: 3926.374756
	Iteration 23Q: 3 clusters Score -316045.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -316057.812500 Penalty: 3926.374756
	Iteration 24Q: 3 clusters Score -316057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -316070.656250 Penalty: 3926.374756
	Iteration 25Q: 3 clusters Score -316070.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -316079.093750 Penalty: 3926.374756
	Iteration 26Q: 3 clusters Score -316079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -316085.218750 Penalty: 3926.374756
	Iteration 27Q: 3 clusters Score -316085.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -316092.031250 Penalty: 3926.374756
	Iteration 28Q: 3 clusters Score -316092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -316096.968750 Penalty: 3926.374756
	Iteration 29Q: 3 clusters Score -316097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -316105.375000 Penalty: 3926.374756
	Iteration 30Q: 3 clusters Score -316105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -316114.250000 Penalty: 3926.374756
	Iteration 31Q: 3 clusters Score -316114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -316122.500000 Penalty: 3926.374756
	Iteration 32Q: 3 clusters Score -316122.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -316130.906250 Penalty: 3926.374756
	Iteration 33Q: 3 clusters Score -316130.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -316136.156250 Penalty: 3926.374756
	Iteration 34Q: 3 clusters Score -316136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -316140.593750 Penalty: 3926.374756
	Iteration 35Q: 3 clusters Score -316140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -316143.343750 Penalty: 3926.374756
	Iteration 36Q: 3 clusters Score -316143.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -316146.531250 Penalty: 3926.374756
	Iteration 37Q: 3 clusters Score -316146.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -316150.500000 Penalty: 3926.374756
	Iteration 38Q: 3 clusters Score -316150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -316154.156250 Penalty: 3926.374756
	Iteration 39Q: 3 clusters Score -316154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -316159.750000 Penalty: 3926.374756
	Iteration 40F: 3 clusters Score -316159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -316166.125000 Penalty: 3926.374756
	Iteration 41Q: 3 clusters Score -316166.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -316176.593750 Penalty: 3926.374756
	Iteration 42Q: 3 clusters Score -316176.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -316182.000000 Penalty: 3926.374756
	Iteration 43Q: 3 clusters Score -316182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -316188.562500 Penalty: 3926.374756
	Iteration 44Q: 3 clusters Score -316188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -316196.406250 Penalty: 3926.374756
	Iteration 45Q: 3 clusters Score -316196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -316201.218750 Penalty: 3926.374756
	Iteration 46Q: 3 clusters Score -316201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -316204.781250 Penalty: 3926.374756
	Iteration 47Q: 3 clusters Score -316204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -316209.250000 Penalty: 3926.374756
	Iteration 48Q: 3 clusters Score -316209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -316212.406250 Penalty: 3926.374756
	Iteration 49Q: 3 clusters Score -316212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -316215.781250 Penalty: 3926.374756
	Iteration 50Q: 3 clusters Score -316215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -316218.093750 Penalty: 3926.374756
	Iteration 51Q: 3 clusters Score -316218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -316221.750000 Penalty: 3926.374756
	Iteration 52Q: 3 clusters Score -316221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -316225.625000 Penalty: 3926.374756
	Iteration 53Q: 3 clusters Score -316225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -316225.625000 Penalty: 3926.374756
	Iteration 54F: 3 clusters Score -316225.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188615 members 
Entering Unmasked Estep 
Score: -22003832.000000 Penalty: 3012.570801
	Iteration 0F: 2 clusters Score -2.200383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -21879886.000000 Penalty: 6025.141602
	Iteration 0F: 3 clusters Score -2.187989e+07 nChanged 90535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -21932980.000000 Penalty: 6025.141602
	Iteration 1F: 3 clusters Score -2.193298e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -21934574.000000 Penalty: 6025.141602
	Iteration 2Q: 3 clusters Score -2.193457e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -21936638.000000 Penalty: 6025.141602
	Iteration 3Q: 3 clusters Score -2.193664e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 99507 members 
Entering Unmasked Estep 
Score: -21939140.000000 Penalty: 6025.141602
	Iteration 4Q: 3 clusters Score -2.193914e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -21942956.000000 Penalty: 6025.141602
	Iteration 5Q: 3 clusters Score -2.194296e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 103596 members 
Entering Unmasked Estep 
Score: -21948596.000000 Penalty: 6025.141602
	Iteration 6F: 3 clusters Score -2.19486e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 107007 members 
Entering Unmasked Estep 
Score: -21956484.000000 Penalty: 6025.141602
	Iteration 7F: 3 clusters Score -2.195648e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -21964906.000000 Penalty: 6025.141602
	Iteration 8F: 3 clusters Score -2.196491e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 115406 members 
Entering Unmasked Estep 
Score: -21972374.000000 Penalty: 6025.141602
	Iteration 9F: 3 clusters Score -2.197237e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 118860 members 
Entering Unmasked Estep 
Score: -21977744.000000 Penalty: 6025.141602
	Iteration 10Q: 3 clusters Score -2.197774e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 121440 members 
Entering Unmasked Estep 
Score: -21981442.000000 Penalty: 6025.141602
	Iteration 11Q: 3 clusters Score -2.198144e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 123340 members 
Entering Unmasked Estep 
Score: -21983918.000000 Penalty: 6025.141602
	Iteration 12Q: 3 clusters Score -2.198392e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 124766 members 
Entering Unmasked Estep 
Score: -21985814.000000 Penalty: 6025.141602
	Iteration 13Q: 3 clusters Score -2.198581e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 125970 members 
Entering Unmasked Estep 
Score: -21987126.000000 Penalty: 6025.141602
	Iteration 14Q: 3 clusters Score -2.198713e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 126892 members 
Entering Unmasked Estep 
Score: -21988086.000000 Penalty: 6025.141602
	Iteration 15Q: 3 clusters Score -2.198809e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 127691 members 
Entering Unmasked Estep 
Score: -21989042.000000 Penalty: 6025.141602
	Iteration 16Q: 3 clusters Score -2.198904e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 128291 members 
Entering Unmasked Estep 
Score: -21989734.000000 Penalty: 6025.141602
	Iteration 17Q: 3 clusters Score -2.198973e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 128721 members 
Entering Unmasked Estep 
Score: -21990334.000000 Penalty: 6025.141602
	Iteration 18Q: 3 clusters Score -2.199033e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 129026 members 
Entering Unmasked Estep 
Score: -21990948.000000 Penalty: 6025.141602
	Iteration 19Q: 3 clusters Score -2.199095e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -21991482.000000 Penalty: 6025.141602
	Iteration 20F: 3 clusters Score -2.199148e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 129461 members 
Entering Unmasked Estep 
Score: -21991922.000000 Penalty: 6025.141602
	Iteration 21Q: 3 clusters Score -2.199192e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 129523 members 
Entering Unmasked Estep 
Score: -21992230.000000 Penalty: 6025.141602
	Iteration 22Q: 3 clusters Score -2.199223e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 129551 members 
Entering Unmasked Estep 
Score: -21992458.000000 Penalty: 6025.141602
	Iteration 23Q: 3 clusters Score -2.199246e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 129540 members 
Entering Unmasked Estep 
Score: -21992570.000000 Penalty: 6025.141602
	Iteration 24Q: 3 clusters Score -2.199257e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 129510 members 
Entering Unmasked Estep 
Score: -21992774.000000 Penalty: 6025.141602
	Iteration 25Q: 3 clusters Score -2.199277e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 129465 members 
Entering Unmasked Estep 
Score: -21992860.000000 Penalty: 6025.141602
	Iteration 26Q: 3 clusters Score -2.199286e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 129377 members 
Entering Unmasked Estep 
Score: -21992960.000000 Penalty: 6025.141602
	Iteration 27Q: 3 clusters Score -2.199296e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 129262 members 
Entering Unmasked Estep 
Score: -21993040.000000 Penalty: 6025.141602
	Iteration 28Q: 3 clusters Score -2.199304e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 129128 members 
Entering Unmasked Estep 
Score: -21993060.000000 Penalty: 6025.141602
	Iteration 29Q: 3 clusters Score -2.199306e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -21993048.000000 Penalty: 6025.141602
	Iteration 30Q: 3 clusters Score -2.199305e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 128870 members 
Entering Unmasked Estep 
Score: -21993138.000000 Penalty: 6025.141602
	Iteration 31Q: 3 clusters Score -2.199314e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 128740 members 
Entering Unmasked Estep 
Score: -21993144.000000 Penalty: 6025.141602
	Iteration 32Q: 3 clusters Score -2.199314e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 128574 members 
Entering Unmasked Estep 
Score: -21993178.000000 Penalty: 6025.141602
	Iteration 33Q: 3 clusters Score -2.199318e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 128370 members 
Entering Unmasked Estep 
Score: -21993356.000000 Penalty: 6025.141602
	Iteration 34Q: 3 clusters Score -2.199336e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 128131 members 
Entering Unmasked Estep 
Score: -21993392.000000 Penalty: 6025.141602
	Iteration 35Q: 3 clusters Score -2.199339e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 127881 members 
Entering Unmasked Estep 
Score: -21993372.000000 Penalty: 6025.141602
	Iteration 36Q: 3 clusters Score -2.199337e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 127651 members 
Entering Unmasked Estep 
Score: -21993422.000000 Penalty: 6025.141602
	Iteration 37Q: 3 clusters Score -2.199342e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 127430 members 
Entering Unmasked Estep 
Score: -21993436.000000 Penalty: 6025.141602
	Iteration 38Q: 3 clusters Score -2.199344e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 127204 members 
Entering Unmasked Estep 
Score: -21993498.000000 Penalty: 6025.141602
	Iteration 39Q: 3 clusters Score -2.19935e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 126967 members 
Entering Unmasked Estep 
Score: -21993538.000000 Penalty: 6025.141602
	Iteration 40F: 3 clusters Score -2.199354e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 126714 members 
Entering Unmasked Estep 
Score: -21993490.000000 Penalty: 6025.141602
	Iteration 41Q: 3 clusters Score -2.199349e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -21993496.000000 Penalty: 6025.141602
	Iteration 42Q: 3 clusters Score -2.19935e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 126163 members 
Entering Unmasked Estep 
Score: -21993470.000000 Penalty: 6025.141602
	Iteration 43Q: 3 clusters Score -2.199347e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 125861 members 
Entering Unmasked Estep 
Score: -21993458.000000 Penalty: 6025.141602
	Iteration 44Q: 3 clusters Score -2.199346e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 125554 members 
Entering Unmasked Estep 
Score: -21993506.000000 Penalty: 6025.141602
	Iteration 45Q: 3 clusters Score -2.199351e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 125208 members 
Entering Unmasked Estep 
Score: -21993538.000000 Penalty: 6025.141602
	Iteration 46Q: 3 clusters Score -2.199354e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 124849 members 
Entering Unmasked Estep 
Score: -21993642.000000 Penalty: 6025.141602
	Iteration 47Q: 3 clusters Score -2.199364e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 124456 members 
Entering Unmasked Estep 
Score: -21993696.000000 Penalty: 6025.141602
	Iteration 48Q: 3 clusters Score -2.19937e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 124055 members 
Entering Unmasked Estep 
Score: -21993732.000000 Penalty: 6025.141602
	Iteration 49Q: 3 clusters Score -2.199373e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 123595 members 
Entering Unmasked Estep 
Score: -21993776.000000 Penalty: 6025.141602
	Iteration 50Q: 3 clusters Score -2.199378e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 123120 members 
Entering Unmasked Estep 
Score: -21993804.000000 Penalty: 6025.141602
	Iteration 51Q: 3 clusters Score -2.19938e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 122642 members 
Entering Unmasked Estep 
Score: -21993840.000000 Penalty: 6025.141602
	Iteration 52Q: 3 clusters Score -2.199384e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 122173 members 
Entering Unmasked Estep 
Score: -21993872.000000 Penalty: 6025.141602
	Iteration 53Q: 3 clusters Score -2.199387e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 121699 members 
Entering Unmasked Estep 
Score: -21993908.000000 Penalty: 6025.141602
	Iteration 54Q: 3 clusters Score -2.199391e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -21993892.000000 Penalty: 6025.141602
	Iteration 55Q: 3 clusters Score -2.199389e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 120740 members 
Entering Unmasked Estep 
Score: -21993904.000000 Penalty: 6025.141602
	Iteration 56Q: 3 clusters Score -2.19939e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 120236 members 
Entering Unmasked Estep 
Score: -21993928.000000 Penalty: 6025.141602
	Iteration 57Q: 3 clusters Score -2.199393e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 119712 members 
Entering Unmasked Estep 
Score: -21993958.000000 Penalty: 6025.141602
	Iteration 58Q: 3 clusters Score -2.199396e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 119170 members 
Entering Unmasked Estep 
Score: -21994042.000000 Penalty: 6025.141602
	Iteration 59Q: 3 clusters Score -2.199404e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 118592 members 
Entering Unmasked Estep 
Score: -21994032.000000 Penalty: 6025.141602
	Iteration 60F: 3 clusters Score -2.199403e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -21994088.000000 Penalty: 6025.141602
	Iteration 61Q: 3 clusters Score -2.199409e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -21994188.000000 Penalty: 6025.141602
	Iteration 62Q: 3 clusters Score -2.199419e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 116571 members 
Entering Unmasked Estep 
Score: -21994268.000000 Penalty: 6025.141602
	Iteration 63Q: 3 clusters Score -2.199427e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 115822 members 
Entering Unmasked Estep 
Score: -21994344.000000 Penalty: 6025.141602
	Iteration 64Q: 3 clusters Score -2.199434e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -21994402.000000 Penalty: 6025.141602
	Iteration 65Q: 3 clusters Score -2.19944e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 114255 members 
Entering Unmasked Estep 
Score: -21994452.000000 Penalty: 6025.141602
	Iteration 66Q: 3 clusters Score -2.199445e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 113478 members 
Entering Unmasked Estep 
Score: -21994558.000000 Penalty: 6025.141602
	Iteration 67Q: 3 clusters Score -2.199456e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 112694 members 
Entering Unmasked Estep 
Score: -21994632.000000 Penalty: 6025.141602
	Iteration 68Q: 3 clusters Score -2.199463e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 111874 members 
Entering Unmasked Estep 
Score: -21994732.000000 Penalty: 6025.141602
	Iteration 69Q: 3 clusters Score -2.199473e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 111027 members 
Entering Unmasked Estep 
Score: -21994840.000000 Penalty: 6025.141602
	Iteration 70Q: 3 clusters Score -2.199484e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78466 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -21994940.000000 Penalty: 6025.141602
	Iteration 71Q: 3 clusters Score -2.199494e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -21995062.000000 Penalty: 6025.141602
	Iteration 72Q: 3 clusters Score -2.199506e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
Score: -21995196.000000 Penalty: 6025.141602
	Iteration 73Q: 3 clusters Score -2.19952e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -21995254.000000 Penalty: 6025.141602
	Iteration 74Q: 3 clusters Score -2.199525e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 106572 members 
Entering Unmasked Estep 
Score: -21995430.000000 Penalty: 6025.141602
	Iteration 75Q: 3 clusters Score -2.199543e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -21995512.000000 Penalty: 6025.141602
	Iteration 76Q: 3 clusters Score -2.199551e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -21995592.000000 Penalty: 6025.141602
	Iteration 77Q: 3 clusters Score -2.199559e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -21995590.000000 Penalty: 6025.141602
	Iteration 78Q: 3 clusters Score -2.199559e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 103087 members 
Entering Unmasked Estep 
Score: -21995674.000000 Penalty: 6025.141602
	Iteration 79Q: 3 clusters Score -2.199567e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -21995850.000000 Penalty: 6025.141602
	Iteration 80F: 3 clusters Score -2.199585e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 101445 members 
Entering Unmasked Estep 
Score: -21995908.000000 Penalty: 6025.141602
	Iteration 81Q: 3 clusters Score -2.199591e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -21995898.000000 Penalty: 6025.141602
	Iteration 82Q: 3 clusters Score -2.19959e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 99958 members 
Entering Unmasked Estep 
Score: -21995944.000000 Penalty: 6025.141602
	Iteration 83Q: 3 clusters Score -2.199594e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -21995994.000000 Penalty: 6025.141602
	Iteration 84Q: 3 clusters Score -2.199599e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -21996036.000000 Penalty: 6025.141602
	Iteration 85Q: 3 clusters Score -2.199604e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 98079 members 
Entering Unmasked Estep 
Score: -21996104.000000 Penalty: 6025.141602
	Iteration 86Q: 3 clusters Score -2.19961e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 97474 members 
Entering Unmasked Estep 
Score: -21996108.000000 Penalty: 6025.141602
	Iteration 87Q: 3 clusters Score -2.199611e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 96872 members 
Entering Unmasked Estep 
Score: -21996144.000000 Penalty: 6025.141602
	Iteration 88Q: 3 clusters Score -2.199614e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 96261 members 
Entering Unmasked Estep 
Score: -21996262.000000 Penalty: 6025.141602
	Iteration 89Q: 3 clusters Score -2.199626e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -21996302.000000 Penalty: 6025.141602
	Iteration 90Q: 3 clusters Score -2.19963e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -21996310.000000 Penalty: 6025.141602
	Iteration 91Q: 3 clusters Score -2.199631e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -21996396.000000 Penalty: 6025.141602
	Iteration 92Q: 3 clusters Score -2.19964e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94592 members 
Mstep: Class 2 contains 94023 members 
Entering Unmasked Estep 
Score: -21996476.000000 Penalty: 6025.141602
	Iteration 93Q: 3 clusters Score -2.199648e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -21996468.000000 Penalty: 6025.141602
	Iteration 94Q: 3 clusters Score -2.199647e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95653 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -21996492.000000 Penalty: 6025.141602
	Iteration 95Q: 3 clusters Score -2.199649e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96221 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -21996552.000000 Penalty: 6025.141602
	Iteration 96Q: 3 clusters Score -2.199655e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -21996590.000000 Penalty: 6025.141602
	Iteration 97Q: 3 clusters Score -2.199659e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -21996584.000000 Penalty: 6025.141602
	Iteration 98Q: 3 clusters Score -2.199658e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97695 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -21996644.000000 Penalty: 6025.141602
	Iteration 99Q: 3 clusters Score -2.199664e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98120 members 
Mstep: Class 2 contains 90495 members 
Entering Unmasked Estep 
Score: -21996648.000000 Penalty: 6025.141602
	Iteration 100F: 3 clusters Score -2.199665e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98531 members 
Mstep: Class 2 contains 90084 members 
Entering Unmasked Estep 
Score: -21996694.000000 Penalty: 6025.141602
	Iteration 101Q: 3 clusters Score -2.199669e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -21996746.000000 Penalty: 6025.141602
	Iteration 102Q: 3 clusters Score -2.199675e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -21996726.000000 Penalty: 6025.141602
	Iteration 103Q: 3 clusters Score -2.199673e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 88985 members 
Entering Unmasked Estep 
Score: -21996716.000000 Penalty: 6025.141602
	Iteration 104Q: 3 clusters Score -2.199672e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -21996722.000000 Penalty: 6025.141602
	Iteration 105Q: 3 clusters Score -2.199672e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -21996686.000000 Penalty: 6025.141602
	Iteration 106Q: 3 clusters Score -2.199669e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -21996682.000000 Penalty: 6025.141602
	Iteration 107Q: 3 clusters Score -2.199668e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100931 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -21996634.000000 Penalty: 6025.141602
	Iteration 108Q: 3 clusters Score -2.199663e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -21996654.000000 Penalty: 6025.141602
	Iteration 109Q: 3 clusters Score -2.199665e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -21996694.000000 Penalty: 6025.141602
	Iteration 110Q: 3 clusters Score -2.199669e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -21996732.000000 Penalty: 6025.141602
	Iteration 111Q: 3 clusters Score -2.199673e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -21996738.000000 Penalty: 6025.141602
	Iteration 112Q: 3 clusters Score -2.199674e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 86082 members 
Entering Unmasked Estep 
Score: -21996818.000000 Penalty: 6025.141602
	Iteration 113Q: 3 clusters Score -2.199682e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102843 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -21996886.000000 Penalty: 6025.141602
	Iteration 114Q: 3 clusters Score -2.199689e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -21996912.000000 Penalty: 6025.141602
	Iteration 115Q: 3 clusters Score -2.199691e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -21996948.000000 Penalty: 6025.141602
	Iteration 116Q: 3 clusters Score -2.199695e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103718 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -21996978.000000 Penalty: 6025.141602
	Iteration 117Q: 3 clusters Score -2.199698e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103997 members 
Mstep: Class 2 contains 84618 members 
Entering Unmasked Estep 
Score: -21997006.000000 Penalty: 6025.141602
	Iteration 118Q: 3 clusters Score -2.199701e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -21997074.000000 Penalty: 6025.141602
	Iteration 119Q: 3 clusters Score -2.199707e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 83986 members 
Entering Unmasked Estep 
Score: -21997142.000000 Penalty: 6025.141602
	Iteration 120F: 3 clusters Score -2.199714e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -21997154.000000 Penalty: 6025.141602
	Iteration 121Q: 3 clusters Score -2.199715e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105271 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -21997172.000000 Penalty: 6025.141602
	Iteration 122Q: 3 clusters Score -2.199717e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -21997166.000000 Penalty: 6025.141602
	Iteration 123Q: 3 clusters Score -2.199717e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -21997112.000000 Penalty: 6025.141602
	Iteration 124Q: 3 clusters Score -2.199711e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106291 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -21997124.000000 Penalty: 6025.141602
	Iteration 125Q: 3 clusters Score -2.199712e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -21997194.000000 Penalty: 6025.141602
	Iteration 126Q: 3 clusters Score -2.199719e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -21997180.000000 Penalty: 6025.141602
	Iteration 127Q: 3 clusters Score -2.199718e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -21997206.000000 Penalty: 6025.141602
	Iteration 128Q: 3 clusters Score -2.199721e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -21997262.000000 Penalty: 6025.141602
	Iteration 129Q: 3 clusters Score -2.199726e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 80707 members 
Entering Unmasked Estep 
Score: -21997252.000000 Penalty: 6025.141602
	Iteration 130Q: 3 clusters Score -2.199725e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108213 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -21997272.000000 Penalty: 6025.141602
	Iteration 131Q: 3 clusters Score -2.199727e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -21997280.000000 Penalty: 6025.141602
	Iteration 132Q: 3 clusters Score -2.199728e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108735 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -21997336.000000 Penalty: 6025.141602
	Iteration 133Q: 3 clusters Score -2.199734e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -21997352.000000 Penalty: 6025.141602
	Iteration 134Q: 3 clusters Score -2.199735e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109291 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -21997378.000000 Penalty: 6025.141602
	Iteration 135Q: 3 clusters Score -2.199738e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109578 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -21997392.000000 Penalty: 6025.141602
	Iteration 136Q: 3 clusters Score -2.199739e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -21997360.000000 Penalty: 6025.141602
	Iteration 137Q: 3 clusters Score -2.199736e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -21997426.000000 Penalty: 6025.141602
	Iteration 138Q: 3 clusters Score -2.199743e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -21997400.000000 Penalty: 6025.141602
	Iteration 139Q: 3 clusters Score -2.19974e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110683 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -21997368.000000 Penalty: 6025.141602
	Iteration 140F: 3 clusters Score -2.199737e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -21997432.000000 Penalty: 6025.141602
	Iteration 141Q: 3 clusters Score -2.199743e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111213 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -21997424.000000 Penalty: 6025.141602
	Iteration 142Q: 3 clusters Score -2.199742e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111459 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -21997408.000000 Penalty: 6025.141602
	Iteration 143Q: 3 clusters Score -2.199741e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -21997352.000000 Penalty: 6025.141602
	Iteration 144Q: 3 clusters Score -2.199735e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111898 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -21997404.000000 Penalty: 6025.141602
	Iteration 145Q: 3 clusters Score -2.19974e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112127 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -21997390.000000 Penalty: 6025.141602
	Iteration 146Q: 3 clusters Score -2.199739e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112364 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -21997408.000000 Penalty: 6025.141602
	Iteration 147Q: 3 clusters Score -2.199741e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -21997410.000000 Penalty: 6025.141602
	Iteration 148Q: 3 clusters Score -2.199741e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112859 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -21997424.000000 Penalty: 6025.141602
	Iteration 149Q: 3 clusters Score -2.199742e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113101 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -21997424.000000 Penalty: 6025.141602
	Iteration 150Q: 3 clusters Score -2.199742e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113369 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -21997452.000000 Penalty: 6025.141602
	Iteration 151Q: 3 clusters Score -2.199745e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113642 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -21997468.000000 Penalty: 6025.141602
	Iteration 152Q: 3 clusters Score -2.199747e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113915 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -21997482.000000 Penalty: 6025.141602
	Iteration 153Q: 3 clusters Score -2.199748e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114148 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -21997546.000000 Penalty: 6025.141602
	Iteration 154Q: 3 clusters Score -2.199755e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114392 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -21997590.000000 Penalty: 6025.141602
	Iteration 155Q: 3 clusters Score -2.199759e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -21997618.000000 Penalty: 6025.141602
	Iteration 156Q: 3 clusters Score -2.199762e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114902 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -21997650.000000 Penalty: 6025.141602
	Iteration 157Q: 3 clusters Score -2.199765e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115150 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -21997634.000000 Penalty: 6025.141602
	Iteration 158Q: 3 clusters Score -2.199763e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115409 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -21997626.000000 Penalty: 6025.141602
	Iteration 159Q: 3 clusters Score -2.199763e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -21997634.000000 Penalty: 6025.141602
	Iteration 160F: 3 clusters Score -2.199763e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115877 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -21997700.000000 Penalty: 6025.141602
	Iteration 161Q: 3 clusters Score -2.19977e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116105 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -21997682.000000 Penalty: 6025.141602
	Iteration 162Q: 3 clusters Score -2.199768e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -21997680.000000 Penalty: 6025.141602
	Iteration 163Q: 3 clusters Score -2.199768e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116583 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -21997670.000000 Penalty: 6025.141602
	Iteration 164Q: 3 clusters Score -2.199767e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -21997652.000000 Penalty: 6025.141602
	Iteration 165Q: 3 clusters Score -2.199765e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 71531 members 
Entering Unmasked Estep 
Score: -21997670.000000 Penalty: 6025.141602
	Iteration 166Q: 3 clusters Score -2.199767e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117328 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -21997666.000000 Penalty: 6025.141602
	Iteration 167Q: 3 clusters Score -2.199767e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117594 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -21997638.000000 Penalty: 6025.141602
	Iteration 168Q: 3 clusters Score -2.199764e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -21997608.000000 Penalty: 6025.141602
	Iteration 169Q: 3 clusters Score -2.199761e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118174 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -21997572.000000 Penalty: 6025.141602
	Iteration 170Q: 3 clusters Score -2.199757e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -21997606.000000 Penalty: 6025.141602
	Iteration 171Q: 3 clusters Score -2.199761e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -21997650.000000 Penalty: 6025.141602
	Iteration 172Q: 3 clusters Score -2.199765e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118984 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -21997632.000000 Penalty: 6025.141602
	Iteration 173Q: 3 clusters Score -2.199763e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119236 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -21997630.000000 Penalty: 6025.141602
	Iteration 174Q: 3 clusters Score -2.199763e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119494 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -21997606.000000 Penalty: 6025.141602
	Iteration 175Q: 3 clusters Score -2.199761e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119755 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -21997546.000000 Penalty: 6025.141602
	Iteration 176Q: 3 clusters Score -2.199755e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120035 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -21997606.000000 Penalty: 6025.141602
	Iteration 177Q: 3 clusters Score -2.199761e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120306 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -21997644.000000 Penalty: 6025.141602
	Iteration 178Q: 3 clusters Score -2.199764e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -21997642.000000 Penalty: 6025.141602
	Iteration 179Q: 3 clusters Score -2.199764e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -21997664.000000 Penalty: 6025.141602
	Iteration 180F: 3 clusters Score -2.199766e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121115 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -21997650.000000 Penalty: 6025.141602
	Iteration 181Q: 3 clusters Score -2.199765e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121357 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -21997694.000000 Penalty: 6025.141602
	Iteration 182Q: 3 clusters Score -2.199769e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121606 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -21997720.000000 Penalty: 6025.141602
	Iteration 183Q: 3 clusters Score -2.199772e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121843 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -21997756.000000 Penalty: 6025.141602
	Iteration 184Q: 3 clusters Score -2.199776e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122073 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -21997794.000000 Penalty: 6025.141602
	Iteration 185Q: 3 clusters Score -2.199779e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122295 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -21997792.000000 Penalty: 6025.141602
	Iteration 186Q: 3 clusters Score -2.199779e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122541 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -21997840.000000 Penalty: 6025.141602
	Iteration 187Q: 3 clusters Score -2.199784e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122784 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -21997878.000000 Penalty: 6025.141602
	Iteration 188Q: 3 clusters Score -2.199788e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -21997886.000000 Penalty: 6025.141602
	Iteration 189Q: 3 clusters Score -2.199789e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123254 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -21997886.000000 Penalty: 6025.141602
	Iteration 190Q: 3 clusters Score -2.199789e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -21997902.000000 Penalty: 6025.141602
	Iteration 191Q: 3 clusters Score -2.19979e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123709 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -21997860.000000 Penalty: 6025.141602
	Iteration 192Q: 3 clusters Score -2.199786e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123922 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -21997854.000000 Penalty: 6025.141602
	Iteration 193Q: 3 clusters Score -2.199785e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124135 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -21997810.000000 Penalty: 6025.141602
	Iteration 194Q: 3 clusters Score -2.199781e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124362 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -21997846.000000 Penalty: 6025.141602
	Iteration 195Q: 3 clusters Score -2.199785e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -21997890.000000 Penalty: 6025.141602
	Iteration 196Q: 3 clusters Score -2.199789e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124809 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -21997918.000000 Penalty: 6025.141602
	Iteration 197Q: 3 clusters Score -2.199792e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125015 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -21997952.000000 Penalty: 6025.141602
	Iteration 198Q: 3 clusters Score -2.199795e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125238 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -21998004.000000 Penalty: 6025.141602
	Iteration 199Q: 3 clusters Score -2.1998e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -21998020.000000 Penalty: 6025.141602
	Iteration 200F: 3 clusters Score -2.199802e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125690 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -21997980.000000 Penalty: 6025.141602
	Iteration 201Q: 3 clusters Score -2.199798e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125943 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -21998028.000000 Penalty: 6025.141602
	Iteration 202Q: 3 clusters Score -2.199803e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126219 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -21998018.000000 Penalty: 6025.141602
	Iteration 203Q: 3 clusters Score -2.199802e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126503 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -21998056.000000 Penalty: 6025.141602
	Iteration 204Q: 3 clusters Score -2.199806e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -21998024.000000 Penalty: 6025.141602
	Iteration 205Q: 3 clusters Score -2.199802e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127092 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -21998010.000000 Penalty: 6025.141602
	Iteration 206Q: 3 clusters Score -2.199801e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -21998062.000000 Penalty: 6025.141602
	Iteration 207Q: 3 clusters Score -2.199806e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127638 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -21998098.000000 Penalty: 6025.141602
	Iteration 208Q: 3 clusters Score -2.19981e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127907 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -21998138.000000 Penalty: 6025.141602
	Iteration 209Q: 3 clusters Score -2.199814e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128185 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -21998226.000000 Penalty: 6025.141602
	Iteration 210Q: 3 clusters Score -2.199823e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128474 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -21998220.000000 Penalty: 6025.141602
	Iteration 211Q: 3 clusters Score -2.199822e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128764 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -21998216.000000 Penalty: 6025.141602
	Iteration 212Q: 3 clusters Score -2.199822e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129045 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -21998268.000000 Penalty: 6025.141602
	Iteration 213Q: 3 clusters Score -2.199827e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129323 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -21998296.000000 Penalty: 6025.141602
	Iteration 214Q: 3 clusters Score -2.19983e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129589 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -21998286.000000 Penalty: 6025.141602
	Iteration 215Q: 3 clusters Score -2.199829e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129853 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -21998262.000000 Penalty: 6025.141602
	Iteration 216Q: 3 clusters Score -2.199826e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -21998228.000000 Penalty: 6025.141602
	Iteration 217Q: 3 clusters Score -2.199823e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130390 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -21998292.000000 Penalty: 6025.141602
	Iteration 218Q: 3 clusters Score -2.199829e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130643 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -21998330.000000 Penalty: 6025.141602
	Iteration 219Q: 3 clusters Score -2.199833e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -21998358.000000 Penalty: 6025.141602
	Iteration 220F: 3 clusters Score -2.199836e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -21998358.000000 Penalty: 6025.141602
	Iteration 221Q: 3 clusters Score -2.199836e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131285 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -21998346.000000 Penalty: 6025.141602
	Iteration 222Q: 3 clusters Score -2.199835e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131519 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -21998318.000000 Penalty: 6025.141602
	Iteration 223Q: 3 clusters Score -2.199832e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131757 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -21998286.000000 Penalty: 6025.141602
	Iteration 224Q: 3 clusters Score -2.199829e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -21998316.000000 Penalty: 6025.141602
	Iteration 225Q: 3 clusters Score -2.199832e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132200 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -21998296.000000 Penalty: 6025.141602
	Iteration 226Q: 3 clusters Score -2.19983e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132410 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -21998292.000000 Penalty: 6025.141602
	Iteration 227Q: 3 clusters Score -2.199829e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132605 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -21998298.000000 Penalty: 6025.141602
	Iteration 228Q: 3 clusters Score -2.19983e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132794 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -21998292.000000 Penalty: 6025.141602
	Iteration 229Q: 3 clusters Score -2.199829e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132985 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -21998294.000000 Penalty: 6025.141602
	Iteration 230Q: 3 clusters Score -2.199829e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133180 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -21998304.000000 Penalty: 6025.141602
	Iteration 231Q: 3 clusters Score -2.19983e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133373 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -21998316.000000 Penalty: 6025.141602
	Iteration 232Q: 3 clusters Score -2.199832e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133574 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -21998304.000000 Penalty: 6025.141602
	Iteration 233Q: 3 clusters Score -2.19983e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133777 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -21998280.000000 Penalty: 6025.141602
	Iteration 234Q: 3 clusters Score -2.199828e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -21998328.000000 Penalty: 6025.141602
	Iteration 235Q: 3 clusters Score -2.199833e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134152 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -21998326.000000 Penalty: 6025.141602
	Iteration 236Q: 3 clusters Score -2.199833e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -21998358.000000 Penalty: 6025.141602
	Iteration 237Q: 3 clusters Score -2.199836e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134533 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -21998388.000000 Penalty: 6025.141602
	Iteration 238Q: 3 clusters Score -2.199839e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134742 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -21998412.000000 Penalty: 6025.141602
	Iteration 239Q: 3 clusters Score -2.199841e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134963 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -21998420.000000 Penalty: 6025.141602
	Iteration 240F: 3 clusters Score -2.199842e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135187 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -21998400.000000 Penalty: 6025.141602
	Iteration 241Q: 3 clusters Score -2.19984e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135420 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -21998448.000000 Penalty: 6025.141602
	Iteration 242Q: 3 clusters Score -2.199845e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135653 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -21998398.000000 Penalty: 6025.141602
	Iteration 243Q: 3 clusters Score -2.19984e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135894 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -21998402.000000 Penalty: 6025.141602
	Iteration 244Q: 3 clusters Score -2.19984e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -21998384.000000 Penalty: 6025.141602
	Iteration 245Q: 3 clusters Score -2.199838e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136356 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -21998382.000000 Penalty: 6025.141602
	Iteration 246Q: 3 clusters Score -2.199838e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136566 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -21998426.000000 Penalty: 6025.141602
	Iteration 247Q: 3 clusters Score -2.199843e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136792 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -21998400.000000 Penalty: 6025.141602
	Iteration 248Q: 3 clusters Score -2.19984e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137016 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -21998344.000000 Penalty: 6025.141602
	Iteration 249Q: 3 clusters Score -2.199834e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137251 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -21998392.000000 Penalty: 6025.141602
	Iteration 250Q: 3 clusters Score -2.199839e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -21998418.000000 Penalty: 6025.141602
	Iteration 251Q: 3 clusters Score -2.199842e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137665 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -21998474.000000 Penalty: 6025.141602
	Iteration 252Q: 3 clusters Score -2.199847e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137843 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -21998498.000000 Penalty: 6025.141602
	Iteration 253Q: 3 clusters Score -2.19985e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138042 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -21998494.000000 Penalty: 6025.141602
	Iteration 254Q: 3 clusters Score -2.199849e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -21998566.000000 Penalty: 6025.141602
	Iteration 255Q: 3 clusters Score -2.199857e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138443 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -21998552.000000 Penalty: 6025.141602
	Iteration 256Q: 3 clusters Score -2.199855e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138619 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -21998508.000000 Penalty: 6025.141602
	Iteration 257Q: 3 clusters Score -2.199851e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138805 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -21998504.000000 Penalty: 6025.141602
	Iteration 258Q: 3 clusters Score -2.19985e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138996 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -21998496.000000 Penalty: 6025.141602
	Iteration 259Q: 3 clusters Score -2.19985e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139161 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -21998458.000000 Penalty: 6025.141602
	Iteration 260F: 3 clusters Score -2.199846e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139327 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -21998486.000000 Penalty: 6025.141602
	Iteration 261Q: 3 clusters Score -2.199849e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139494 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -21998538.000000 Penalty: 6025.141602
	Iteration 262Q: 3 clusters Score -2.199854e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139661 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -21998524.000000 Penalty: 6025.141602
	Iteration 263Q: 3 clusters Score -2.199852e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139828 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -21998508.000000 Penalty: 6025.141602
	Iteration 264Q: 3 clusters Score -2.199851e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -21998534.000000 Penalty: 6025.141602
	Iteration 265Q: 3 clusters Score -2.199853e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140151 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -21998528.000000 Penalty: 6025.141602
	Iteration 266Q: 3 clusters Score -2.199853e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140307 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -21998534.000000 Penalty: 6025.141602
	Iteration 267Q: 3 clusters Score -2.199853e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140444 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -21998544.000000 Penalty: 6025.141602
	Iteration 268Q: 3 clusters Score -2.199854e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140586 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -21998580.000000 Penalty: 6025.141602
	Iteration 269Q: 3 clusters Score -2.199858e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140713 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -21998620.000000 Penalty: 6025.141602
	Iteration 270Q: 3 clusters Score -2.199862e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140858 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -21998648.000000 Penalty: 6025.141602
	Iteration 271Q: 3 clusters Score -2.199865e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141025 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -21998648.000000 Penalty: 6025.141602
	Iteration 272Q: 3 clusters Score -2.199865e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141207 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -21998652.000000 Penalty: 6025.141602
	Iteration 273Q: 3 clusters Score -2.199865e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141370 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -21998678.000000 Penalty: 6025.141602
	Iteration 274Q: 3 clusters Score -2.199868e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141521 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -21998692.000000 Penalty: 6025.141602
	Iteration 275Q: 3 clusters Score -2.199869e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -21998702.000000 Penalty: 6025.141602
	Iteration 276Q: 3 clusters Score -2.19987e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141780 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -21998724.000000 Penalty: 6025.141602
	Iteration 277Q: 3 clusters Score -2.199872e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141892 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -21998714.000000 Penalty: 6025.141602
	Iteration 278Q: 3 clusters Score -2.199871e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141991 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -21998700.000000 Penalty: 6025.141602
	Iteration 279Q: 3 clusters Score -2.19987e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142069 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -21998718.000000 Penalty: 6025.141602
	Iteration 280F: 3 clusters Score -2.199872e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142169 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -21998718.000000 Penalty: 6025.141602
	Iteration 281Q: 3 clusters Score -2.199872e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142257 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -21998710.000000 Penalty: 6025.141602
	Iteration 282Q: 3 clusters Score -2.199871e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142356 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -21998722.000000 Penalty: 6025.141602
	Iteration 283Q: 3 clusters Score -2.199872e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142447 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -21998700.000000 Penalty: 6025.141602
	Iteration 284Q: 3 clusters Score -2.19987e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142539 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -21998750.000000 Penalty: 6025.141602
	Iteration 285Q: 3 clusters Score -2.199875e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142609 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -21998714.000000 Penalty: 6025.141602
	Iteration 286Q: 3 clusters Score -2.199871e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142676 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -21998726.000000 Penalty: 6025.141602
	Iteration 287Q: 3 clusters Score -2.199873e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142734 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -21998698.000000 Penalty: 6025.141602
	Iteration 288Q: 3 clusters Score -2.19987e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -21998726.000000 Penalty: 6025.141602
	Iteration 289Q: 3 clusters Score -2.199873e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -21998720.000000 Penalty: 6025.141602
	Iteration 290Q: 3 clusters Score -2.199872e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142874 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -21998720.000000 Penalty: 6025.141602
	Iteration 291Q: 3 clusters Score -2.199872e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142924 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -21998704.000000 Penalty: 6025.141602
	Iteration 292Q: 3 clusters Score -2.19987e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142981 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -21998730.000000 Penalty: 6025.141602
	Iteration 293Q: 3 clusters Score -2.199873e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -21998736.000000 Penalty: 6025.141602
	Iteration 294Q: 3 clusters Score -2.199874e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -21998750.000000 Penalty: 6025.141602
	Iteration 295Q: 3 clusters Score -2.199875e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143132 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -21998746.000000 Penalty: 6025.141602
	Iteration 296Q: 3 clusters Score -2.199875e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143178 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -21998722.000000 Penalty: 6025.141602
	Iteration 297Q: 3 clusters Score -2.199872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143217 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -21998752.000000 Penalty: 6025.141602
	Iteration 298Q: 3 clusters Score -2.199875e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143260 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -21998734.000000 Penalty: 6025.141602
	Iteration 299Q: 3 clusters Score -2.199873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143294 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -21998756.000000 Penalty: 6025.141602
	Iteration 300F: 3 clusters Score -2.199876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143326 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -21998756.000000 Penalty: 6025.141602
	Iteration 301Q: 3 clusters Score -2.199876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143350 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -21998758.000000 Penalty: 6025.141602
	Iteration 302Q: 3 clusters Score -2.199876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -21998768.000000 Penalty: 6025.141602
	Iteration 303Q: 3 clusters Score -2.199877e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143402 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -21998776.000000 Penalty: 6025.141602
	Iteration 304Q: 3 clusters Score -2.199878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -21998766.000000 Penalty: 6025.141602
	Iteration 305Q: 3 clusters Score -2.199877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143445 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -21998758.000000 Penalty: 6025.141602
	Iteration 306Q: 3 clusters Score -2.199876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143466 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -21998756.000000 Penalty: 6025.141602
	Iteration 307Q: 3 clusters Score -2.199876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143485 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -21998756.000000 Penalty: 6025.141602
	Iteration 308Q: 3 clusters Score -2.199876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143509 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -21998756.000000 Penalty: 6025.141602
	Iteration 309Q: 3 clusters Score -2.199876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -21998774.000000 Penalty: 6025.141602
	Iteration 310Q: 3 clusters Score -2.199877e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143567 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -21998786.000000 Penalty: 6025.141602
	Iteration 311Q: 3 clusters Score -2.199879e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143599 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -21998784.000000 Penalty: 6025.141602
	Iteration 312Q: 3 clusters Score -2.199878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -21998796.000000 Penalty: 6025.141602
	Iteration 313Q: 3 clusters Score -2.19988e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -21998824.000000 Penalty: 6025.141602
	Iteration 314Q: 3 clusters Score -2.199882e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143761 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -21998806.000000 Penalty: 6025.141602
	Iteration 315Q: 3 clusters Score -2.199881e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143833 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -21998820.000000 Penalty: 6025.141602
	Iteration 316Q: 3 clusters Score -2.199882e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143898 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -21998808.000000 Penalty: 6025.141602
	Iteration 317Q: 3 clusters Score -2.199881e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -21998816.000000 Penalty: 6025.141602
	Iteration 318Q: 3 clusters Score -2.199882e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144024 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -21998806.000000 Penalty: 6025.141602
	Iteration 319Q: 3 clusters Score -2.199881e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144088 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -21998844.000000 Penalty: 6025.141602
	Iteration 320F: 3 clusters Score -2.199884e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144149 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -21998824.000000 Penalty: 6025.141602
	Iteration 321Q: 3 clusters Score -2.199882e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144214 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -21998844.000000 Penalty: 6025.141602
	Iteration 322Q: 3 clusters Score -2.199884e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144275 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -21998794.000000 Penalty: 6025.141602
	Iteration 323Q: 3 clusters Score -2.199879e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144338 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -21998782.000000 Penalty: 6025.141602
	Iteration 324Q: 3 clusters Score -2.199878e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144400 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -21998784.000000 Penalty: 6025.141602
	Iteration 325Q: 3 clusters Score -2.199878e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -21998796.000000 Penalty: 6025.141602
	Iteration 326Q: 3 clusters Score -2.19988e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144511 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -21998836.000000 Penalty: 6025.141602
	Iteration 327Q: 3 clusters Score -2.199884e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144569 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -21998872.000000 Penalty: 6025.141602
	Iteration 328Q: 3 clusters Score -2.199887e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144638 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -21998858.000000 Penalty: 6025.141602
	Iteration 329Q: 3 clusters Score -2.199886e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144704 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -21998838.000000 Penalty: 6025.141602
	Iteration 330Q: 3 clusters Score -2.199884e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -21998822.000000 Penalty: 6025.141602
	Iteration 331Q: 3 clusters Score -2.199882e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144826 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -21998840.000000 Penalty: 6025.141602
	Iteration 332Q: 3 clusters Score -2.199884e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -21998838.000000 Penalty: 6025.141602
	Iteration 333Q: 3 clusters Score -2.199884e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144954 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -21998812.000000 Penalty: 6025.141602
	Iteration 334Q: 3 clusters Score -2.199881e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145021 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -21998790.000000 Penalty: 6025.141602
	Iteration 335Q: 3 clusters Score -2.199879e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145073 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -21998836.000000 Penalty: 6025.141602
	Iteration 336Q: 3 clusters Score -2.199884e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145120 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -21998838.000000 Penalty: 6025.141602
	Iteration 337Q: 3 clusters Score -2.199884e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145168 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -21998846.000000 Penalty: 6025.141602
	Iteration 338Q: 3 clusters Score -2.199885e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145218 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -21998846.000000 Penalty: 6025.141602
	Iteration 339Q: 3 clusters Score -2.199885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145266 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -21998812.000000 Penalty: 6025.141602
	Iteration 340F: 3 clusters Score -2.199881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145311 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -21998814.000000 Penalty: 6025.141602
	Iteration 341Q: 3 clusters Score -2.199881e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -21998802.000000 Penalty: 6025.141602
	Iteration 342Q: 3 clusters Score -2.19988e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145406 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -21998790.000000 Penalty: 6025.141602
	Iteration 343Q: 3 clusters Score -2.199879e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145456 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -21998798.000000 Penalty: 6025.141602
	Iteration 344Q: 3 clusters Score -2.19988e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145500 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -21998824.000000 Penalty: 6025.141602
	Iteration 345Q: 3 clusters Score -2.199882e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145541 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -21998830.000000 Penalty: 6025.141602
	Iteration 346Q: 3 clusters Score -2.199883e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -21998840.000000 Penalty: 6025.141602
	Iteration 347Q: 3 clusters Score -2.199884e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145629 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -21998866.000000 Penalty: 6025.141602
	Iteration 348Q: 3 clusters Score -2.199887e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145674 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -21998858.000000 Penalty: 6025.141602
	Iteration 349Q: 3 clusters Score -2.199886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145719 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -21998846.000000 Penalty: 6025.141602
	Iteration 350Q: 3 clusters Score -2.199885e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -21998840.000000 Penalty: 6025.141602
	Iteration 351Q: 3 clusters Score -2.199884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145787 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -21998810.000000 Penalty: 6025.141602
	Iteration 352Q: 3 clusters Score -2.199881e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145832 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -21998826.000000 Penalty: 6025.141602
	Iteration 353Q: 3 clusters Score -2.199883e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -21998838.000000 Penalty: 6025.141602
	Iteration 354Q: 3 clusters Score -2.199884e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145929 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -21998830.000000 Penalty: 6025.141602
	Iteration 355Q: 3 clusters Score -2.199883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145966 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -21998808.000000 Penalty: 6025.141602
	Iteration 356Q: 3 clusters Score -2.199881e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146004 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -21998826.000000 Penalty: 6025.141602
	Iteration 357Q: 3 clusters Score -2.199883e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146047 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -21998820.000000 Penalty: 6025.141602
	Iteration 358Q: 3 clusters Score -2.199882e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146091 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -21998834.000000 Penalty: 6025.141602
	Iteration 359Q: 3 clusters Score -2.199883e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -21998840.000000 Penalty: 6025.141602
	Iteration 360F: 3 clusters Score -2.199884e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146190 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -21998846.000000 Penalty: 6025.141602
	Iteration 361Q: 3 clusters Score -2.199885e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146229 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -21998834.000000 Penalty: 6025.141602
	Iteration 362Q: 3 clusters Score -2.199883e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146263 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -21998842.000000 Penalty: 6025.141602
	Iteration 363Q: 3 clusters Score -2.199884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146309 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -21998854.000000 Penalty: 6025.141602
	Iteration 364Q: 3 clusters Score -2.199885e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146353 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -21998836.000000 Penalty: 6025.141602
	Iteration 365Q: 3 clusters Score -2.199884e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146392 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -21998830.000000 Penalty: 6025.141602
	Iteration 366Q: 3 clusters Score -2.199883e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146428 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -21998844.000000 Penalty: 6025.141602
	Iteration 367Q: 3 clusters Score -2.199884e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146480 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -21998858.000000 Penalty: 6025.141602
	Iteration 368Q: 3 clusters Score -2.199886e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146537 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -21998844.000000 Penalty: 6025.141602
	Iteration 369Q: 3 clusters Score -2.199884e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146587 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -21998842.000000 Penalty: 6025.141602
	Iteration 370Q: 3 clusters Score -2.199884e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146652 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -21998872.000000 Penalty: 6025.141602
	Iteration 371Q: 3 clusters Score -2.199887e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146713 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -21998866.000000 Penalty: 6025.141602
	Iteration 372Q: 3 clusters Score -2.199887e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146772 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -21998902.000000 Penalty: 6025.141602
	Iteration 373Q: 3 clusters Score -2.19989e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146821 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -21998902.000000 Penalty: 6025.141602
	Iteration 374Q: 3 clusters Score -2.19989e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146862 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -21998916.000000 Penalty: 6025.141602
	Iteration 375Q: 3 clusters Score -2.199892e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -21998918.000000 Penalty: 6025.141602
	Iteration 376Q: 3 clusters Score -2.199892e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146945 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -21998910.000000 Penalty: 6025.141602
	Iteration 377Q: 3 clusters Score -2.199891e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -21998918.000000 Penalty: 6025.141602
	Iteration 378Q: 3 clusters Score -2.199892e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147051 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -21998912.000000 Penalty: 6025.141602
	Iteration 379Q: 3 clusters Score -2.199891e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -21998906.000000 Penalty: 6025.141602
	Iteration 380F: 3 clusters Score -2.199891e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147158 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -21998886.000000 Penalty: 6025.141602
	Iteration 381Q: 3 clusters Score -2.199889e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147220 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -21998856.000000 Penalty: 6025.141602
	Iteration 382Q: 3 clusters Score -2.199886e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147280 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -21998876.000000 Penalty: 6025.141602
	Iteration 383Q: 3 clusters Score -2.199888e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147350 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -21998874.000000 Penalty: 6025.141602
	Iteration 384Q: 3 clusters Score -2.199887e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147431 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -21998860.000000 Penalty: 6025.141602
	Iteration 385Q: 3 clusters Score -2.199886e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147513 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -21998888.000000 Penalty: 6025.141602
	Iteration 386Q: 3 clusters Score -2.199889e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147592 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -21998916.000000 Penalty: 6025.141602
	Iteration 387Q: 3 clusters Score -2.199892e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147660 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -21998894.000000 Penalty: 6025.141602
	Iteration 388Q: 3 clusters Score -2.199889e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147721 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -21998904.000000 Penalty: 6025.141602
	Iteration 389Q: 3 clusters Score -2.19989e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147789 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -21998908.000000 Penalty: 6025.141602
	Iteration 390Q: 3 clusters Score -2.199891e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147869 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -21998904.000000 Penalty: 6025.141602
	Iteration 391Q: 3 clusters Score -2.19989e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147954 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -21998926.000000 Penalty: 6025.141602
	Iteration 392Q: 3 clusters Score -2.199893e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148031 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -21998936.000000 Penalty: 6025.141602
	Iteration 393Q: 3 clusters Score -2.199894e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148114 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -21998934.000000 Penalty: 6025.141602
	Iteration 394Q: 3 clusters Score -2.199893e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148186 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -21998896.000000 Penalty: 6025.141602
	Iteration 395Q: 3 clusters Score -2.19989e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148237 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -21998908.000000 Penalty: 6025.141602
	Iteration 396Q: 3 clusters Score -2.199891e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148291 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -21998914.000000 Penalty: 6025.141602
	Iteration 397Q: 3 clusters Score -2.199891e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148341 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -21998936.000000 Penalty: 6025.141602
	Iteration 398Q: 3 clusters Score -2.199894e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148387 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -21998962.000000 Penalty: 6025.141602
	Iteration 399Q: 3 clusters Score -2.199896e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148430 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -21998960.000000 Penalty: 6025.141602
	Iteration 400F: 3 clusters Score -2.199896e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148483 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -21998932.000000 Penalty: 6025.141602
	Iteration 401Q: 3 clusters Score -2.199893e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -21998904.000000 Penalty: 6025.141602
	Iteration 402Q: 3 clusters Score -2.19989e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148582 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -21998908.000000 Penalty: 6025.141602
	Iteration 403Q: 3 clusters Score -2.199891e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148625 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -21998890.000000 Penalty: 6025.141602
	Iteration 404Q: 3 clusters Score -2.199889e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148667 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -21998908.000000 Penalty: 6025.141602
	Iteration 405Q: 3 clusters Score -2.199891e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148722 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -21998896.000000 Penalty: 6025.141602
	Iteration 406Q: 3 clusters Score -2.19989e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148789 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -21998886.000000 Penalty: 6025.141602
	Iteration 407Q: 3 clusters Score -2.199889e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148863 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -21998864.000000 Penalty: 6025.141602
	Iteration 408Q: 3 clusters Score -2.199886e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148932 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -21998832.000000 Penalty: 6025.141602
	Iteration 409Q: 3 clusters Score -2.199883e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -21998842.000000 Penalty: 6025.141602
	Iteration 410Q: 3 clusters Score -2.199884e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -21998864.000000 Penalty: 6025.141602
	Iteration 411Q: 3 clusters Score -2.199886e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -21998862.000000 Penalty: 6025.141602
	Iteration 412Q: 3 clusters Score -2.199886e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149175 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -21998896.000000 Penalty: 6025.141602
	Iteration 413Q: 3 clusters Score -2.19989e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149230 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -21998904.000000 Penalty: 6025.141602
	Iteration 414Q: 3 clusters Score -2.19989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149299 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -21998894.000000 Penalty: 6025.141602
	Iteration 415Q: 3 clusters Score -2.199889e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149368 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -21998884.000000 Penalty: 6025.141602
	Iteration 416Q: 3 clusters Score -2.199888e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149444 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -21998866.000000 Penalty: 6025.141602
	Iteration 417Q: 3 clusters Score -2.199887e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149534 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -21998900.000000 Penalty: 6025.141602
	Iteration 418Q: 3 clusters Score -2.19989e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149636 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -21998928.000000 Penalty: 6025.141602
	Iteration 419Q: 3 clusters Score -2.199893e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149747 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -21998904.000000 Penalty: 6025.141602
	Iteration 420F: 3 clusters Score -2.19989e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149850 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -21998886.000000 Penalty: 6025.141602
	Iteration 421Q: 3 clusters Score -2.199889e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -21998896.000000 Penalty: 6025.141602
	Iteration 422Q: 3 clusters Score -2.19989e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -21998866.000000 Penalty: 6025.141602
	Iteration 423Q: 3 clusters Score -2.199887e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150215 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -21998856.000000 Penalty: 6025.141602
	Iteration 424Q: 3 clusters Score -2.199886e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150351 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -21998850.000000 Penalty: 6025.141602
	Iteration 425Q: 3 clusters Score -2.199885e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150483 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -21998898.000000 Penalty: 6025.141602
	Iteration 426Q: 3 clusters Score -2.19989e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150637 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -21998914.000000 Penalty: 6025.141602
	Iteration 427Q: 3 clusters Score -2.199891e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150790 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -21998910.000000 Penalty: 6025.141602
	Iteration 428Q: 3 clusters Score -2.199891e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150945 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -21998880.000000 Penalty: 6025.141602
	Iteration 429Q: 3 clusters Score -2.199888e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151107 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -21998862.000000 Penalty: 6025.141602
	Iteration 430Q: 3 clusters Score -2.199886e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151277 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -21998866.000000 Penalty: 6025.141602
	Iteration 431Q: 3 clusters Score -2.199887e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151408 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -21998854.000000 Penalty: 6025.141602
	Iteration 432Q: 3 clusters Score -2.199885e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -21998888.000000 Penalty: 6025.141602
	Iteration 433Q: 3 clusters Score -2.199889e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151662 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -21998906.000000 Penalty: 6025.141602
	Iteration 434Q: 3 clusters Score -2.199891e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151787 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -21998920.000000 Penalty: 6025.141602
	Iteration 435Q: 3 clusters Score -2.199892e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -21998934.000000 Penalty: 6025.141602
	Iteration 436Q: 3 clusters Score -2.199893e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151999 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -21998948.000000 Penalty: 6025.141602
	Iteration 437Q: 3 clusters Score -2.199895e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152091 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -21998956.000000 Penalty: 6025.141602
	Iteration 438Q: 3 clusters Score -2.199896e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152184 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -21998982.000000 Penalty: 6025.141602
	Iteration 439Q: 3 clusters Score -2.199898e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152261 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -21998952.000000 Penalty: 6025.141602
	Iteration 440F: 3 clusters Score -2.199895e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152332 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -21998946.000000 Penalty: 6025.141602
	Iteration 441Q: 3 clusters Score -2.199895e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152420 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -21998922.000000 Penalty: 6025.141602
	Iteration 442Q: 3 clusters Score -2.199892e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152508 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -21998918.000000 Penalty: 6025.141602
	Iteration 443Q: 3 clusters Score -2.199892e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -21998930.000000 Penalty: 6025.141602
	Iteration 444Q: 3 clusters Score -2.199893e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152689 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -21998972.000000 Penalty: 6025.141602
	Iteration 445Q: 3 clusters Score -2.199897e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152790 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -21998974.000000 Penalty: 6025.141602
	Iteration 446Q: 3 clusters Score -2.199897e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152892 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -21998956.000000 Penalty: 6025.141602
	Iteration 447Q: 3 clusters Score -2.199896e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -21998942.000000 Penalty: 6025.141602
	Iteration 448Q: 3 clusters Score -2.199894e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153088 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -21998964.000000 Penalty: 6025.141602
	Iteration 449Q: 3 clusters Score -2.199896e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153186 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -21998994.000000 Penalty: 6025.141602
	Iteration 450Q: 3 clusters Score -2.199899e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153288 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -21998962.000000 Penalty: 6025.141602
	Iteration 451Q: 3 clusters Score -2.199896e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153399 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -21998990.000000 Penalty: 6025.141602
	Iteration 452Q: 3 clusters Score -2.199899e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153507 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -21998982.000000 Penalty: 6025.141602
	Iteration 453Q: 3 clusters Score -2.199898e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -21998986.000000 Penalty: 6025.141602
	Iteration 454Q: 3 clusters Score -2.199899e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153708 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -21999004.000000 Penalty: 6025.141602
	Iteration 455Q: 3 clusters Score -2.1999e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153805 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -21999014.000000 Penalty: 6025.141602
	Iteration 456Q: 3 clusters Score -2.199901e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153909 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -21998980.000000 Penalty: 6025.141602
	Iteration 457Q: 3 clusters Score -2.199898e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154014 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -21998950.000000 Penalty: 6025.141602
	Iteration 458Q: 3 clusters Score -2.199895e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154116 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -21998946.000000 Penalty: 6025.141602
	Iteration 459Q: 3 clusters Score -2.199895e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154226 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -21998946.000000 Penalty: 6025.141602
	Iteration 460F: 3 clusters Score -2.199895e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154337 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -21998982.000000 Penalty: 6025.141602
	Iteration 461Q: 3 clusters Score -2.199898e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -21998998.000000 Penalty: 6025.141602
	Iteration 462Q: 3 clusters Score -2.1999e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154576 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -21999024.000000 Penalty: 6025.141602
	Iteration 463Q: 3 clusters Score -2.199902e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154697 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -21998988.000000 Penalty: 6025.141602
	Iteration 464Q: 3 clusters Score -2.199899e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -21998958.000000 Penalty: 6025.141602
	Iteration 465Q: 3 clusters Score -2.199896e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154956 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -21998966.000000 Penalty: 6025.141602
	Iteration 466Q: 3 clusters Score -2.199897e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -21998942.000000 Penalty: 6025.141602
	Iteration 467Q: 3 clusters Score -2.199894e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -21998898.000000 Penalty: 6025.141602
	Iteration 468Q: 3 clusters Score -2.19989e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155371 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -21998912.000000 Penalty: 6025.141602
	Iteration 469Q: 3 clusters Score -2.199891e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -21998914.000000 Penalty: 6025.141602
	Iteration 470Q: 3 clusters Score -2.199891e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155639 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -21998884.000000 Penalty: 6025.141602
	Iteration 471Q: 3 clusters Score -2.199888e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155765 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -21998852.000000 Penalty: 6025.141602
	Iteration 472Q: 3 clusters Score -2.199885e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155906 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -21998910.000000 Penalty: 6025.141602
	Iteration 473Q: 3 clusters Score -2.199891e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156037 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -21998944.000000 Penalty: 6025.141602
	Iteration 474Q: 3 clusters Score -2.199894e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156163 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -21998958.000000 Penalty: 6025.141602
	Iteration 475Q: 3 clusters Score -2.199896e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156278 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -21998932.000000 Penalty: 6025.141602
	Iteration 476Q: 3 clusters Score -2.199893e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156392 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -21998940.000000 Penalty: 6025.141602
	Iteration 477Q: 3 clusters Score -2.199894e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156494 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -21998942.000000 Penalty: 6025.141602
	Iteration 478Q: 3 clusters Score -2.199894e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156590 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -21998976.000000 Penalty: 6025.141602
	Iteration 479Q: 3 clusters Score -2.199898e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156685 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -21998988.000000 Penalty: 6025.141602
	Iteration 480F: 3 clusters Score -2.199899e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156773 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -21998976.000000 Penalty: 6025.141602
	Iteration 481Q: 3 clusters Score -2.199898e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156855 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -21998974.000000 Penalty: 6025.141602
	Iteration 482Q: 3 clusters Score -2.199897e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -21999014.000000 Penalty: 6025.141602
	Iteration 483Q: 3 clusters Score -2.199901e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -21999026.000000 Penalty: 6025.141602
	Iteration 484Q: 3 clusters Score -2.199903e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -21998992.000000 Penalty: 6025.141602
	Iteration 485Q: 3 clusters Score -2.199899e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157181 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -21999000.000000 Penalty: 6025.141602
	Iteration 486Q: 3 clusters Score -2.1999e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157258 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -21998984.000000 Penalty: 6025.141602
	Iteration 487Q: 3 clusters Score -2.199898e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157342 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -21998992.000000 Penalty: 6025.141602
	Iteration 488Q: 3 clusters Score -2.199899e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -21999012.000000 Penalty: 6025.141602
	Iteration 489Q: 3 clusters Score -2.199901e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -21998996.000000 Penalty: 6025.141602
	Iteration 490Q: 3 clusters Score -2.1999e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157598 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -21998976.000000 Penalty: 6025.141602
	Iteration 491Q: 3 clusters Score -2.199898e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157698 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -21998960.000000 Penalty: 6025.141602
	Iteration 492Q: 3 clusters Score -2.199896e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157804 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -21998968.000000 Penalty: 6025.141602
	Iteration 493Q: 3 clusters Score -2.199897e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157903 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -21998990.000000 Penalty: 6025.141602
	Iteration 494Q: 3 clusters Score -2.199899e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157991 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -21998988.000000 Penalty: 6025.141602
	Iteration 495Q: 3 clusters Score -2.199899e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -21998972.000000 Penalty: 6025.141602
	Iteration 496Q: 3 clusters Score -2.199897e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -21998972.000000 Penalty: 6025.141602
	Iteration 497Q: 3 clusters Score -2.199897e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158261 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -21998914.000000 Penalty: 6025.141602
	Iteration 498Q: 3 clusters Score -2.199891e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158334 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -21998930.000000 Penalty: 6025.141602
	Iteration 499Q: 3 clusters Score -2.199893e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158412 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -21998938.000000 Penalty: 6025.141602
	Iteration 500F: 3 clusters Score -2.199894e+07 nChanged 80
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 21 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1378190.250000 Penalty: 2327.012939
	Iteration 0F: 2 clusters Score -1378190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1369326.875000 Penalty: 4654.025879
	Iteration 0F: 3 clusters Score -1369327 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1372098.250000 Penalty: 4654.025879
	Iteration 1F: 3 clusters Score -1372098 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1372556.750000 Penalty: 4654.025879
	Iteration 2F: 3 clusters Score -1372557 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1373000.375000 Penalty: 4654.025879
	Iteration 3F: 3 clusters Score -1373000 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1373477.750000 Penalty: 4654.025879
	Iteration 4F: 3 clusters Score -1373478 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1374022.500000 Penalty: 4654.025879
	Iteration 5F: 3 clusters Score -1374022 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1374588.750000 Penalty: 4654.025879
	Iteration 6F: 3 clusters Score -1374589 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1375032.000000 Penalty: 4654.025879
	Iteration 7F: 3 clusters Score -1375032 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1375367.125000 Penalty: 4654.025879
	Iteration 8Q: 3 clusters Score -1375367 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1375583.375000 Penalty: 4654.025879
	Iteration 9Q: 3 clusters Score -1375583 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1375703.750000 Penalty: 4654.025879
	Iteration 10Q: 3 clusters Score -1375704 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1375788.375000 Penalty: 4654.025879
	Iteration 11Q: 3 clusters Score -1375788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1375840.625000 Penalty: 4654.025879
	Iteration 12Q: 3 clusters Score -1375841 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1375882.250000 Penalty: 4654.025879
	Iteration 13Q: 3 clusters Score -1375882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1375928.375000 Penalty: 4654.025879
	Iteration 14Q: 3 clusters Score -1375928 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1375962.500000 Penalty: 4654.025879
	Iteration 15Q: 3 clusters Score -1375962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1375995.500000 Penalty: 4654.025879
	Iteration 16Q: 3 clusters Score -1375996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1376019.125000 Penalty: 4654.025879
	Iteration 17Q: 3 clusters Score -1376019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1376040.625000 Penalty: 4654.025879
	Iteration 18Q: 3 clusters Score -1376041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1376045.500000 Penalty: 4654.025879
	Iteration 19Q: 3 clusters Score -1376046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1376063.875000 Penalty: 4654.025879
	Iteration 20F: 3 clusters Score -1376064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1376076.625000 Penalty: 4654.025879
	Iteration 21Q: 3 clusters Score -1376077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1376085.875000 Penalty: 4654.025879
	Iteration 22Q: 3 clusters Score -1376086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1376097.375000 Penalty: 4654.025879
	Iteration 23Q: 3 clusters Score -1376097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1376107.250000 Penalty: 4654.025879
	Iteration 24Q: 3 clusters Score -1376107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1376117.625000 Penalty: 4654.025879
	Iteration 25Q: 3 clusters Score -1376118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1376128.375000 Penalty: 4654.025879
	Iteration 26Q: 3 clusters Score -1376128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1376134.750000 Penalty: 4654.025879
	Iteration 27Q: 3 clusters Score -1376135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1376144.750000 Penalty: 4654.025879
	Iteration 28Q: 3 clusters Score -1376145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1376153.000000 Penalty: 4654.025879
	Iteration 29Q: 3 clusters Score -1376153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1376161.625000 Penalty: 4654.025879
	Iteration 30Q: 3 clusters Score -1376162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1376170.125000 Penalty: 4654.025879
	Iteration 31Q: 3 clusters Score -1376170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1376179.125000 Penalty: 4654.025879
	Iteration 32Q: 3 clusters Score -1376179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1376187.000000 Penalty: 4654.025879
	Iteration 33Q: 3 clusters Score -1376187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1376189.125000 Penalty: 4654.025879
	Iteration 34Q: 3 clusters Score -1376189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1376198.125000 Penalty: 4654.025879
	Iteration 35Q: 3 clusters Score -1376198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1376200.125000 Penalty: 4654.025879
	Iteration 36Q: 3 clusters Score -1376200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1376206.500000 Penalty: 4654.025879
	Iteration 37Q: 3 clusters Score -1376206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1376212.375000 Penalty: 4654.025879
	Iteration 38Q: 3 clusters Score -1376212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1376216.250000 Penalty: 4654.025879
	Iteration 39Q: 3 clusters Score -1376216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1376214.625000 Penalty: 4654.025879
	Iteration 40F: 3 clusters Score -1376215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1376217.125000 Penalty: 4654.025879
	Iteration 41Q: 3 clusters Score -1376217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1376218.750000 Penalty: 4654.025879
	Iteration 42Q: 3 clusters Score -1376219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1376216.375000 Penalty: 4654.025879
	Iteration 43Q: 3 clusters Score -1376216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1376219.125000 Penalty: 4654.025879
	Iteration 44Q: 3 clusters Score -1376219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1376221.250000 Penalty: 4654.025879
	Iteration 45Q: 3 clusters Score -1376221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1376226.375000 Penalty: 4654.025879
	Iteration 46Q: 3 clusters Score -1376226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1376227.875000 Penalty: 4654.025879
	Iteration 47Q: 3 clusters Score -1376228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1376229.250000 Penalty: 4654.025879
	Iteration 48Q: 3 clusters Score -1376229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1376233.375000 Penalty: 4654.025879
	Iteration 49Q: 3 clusters Score -1376233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1376234.750000 Penalty: 4654.025879
	Iteration 50Q: 3 clusters Score -1376235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1376237.500000 Penalty: 4654.025879
	Iteration 51Q: 3 clusters Score -1376238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1376235.500000 Penalty: 4654.025879
	Iteration 52Q: 3 clusters Score -1376236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1376238.125000 Penalty: 4654.025879
	Iteration 53Q: 3 clusters Score -1376238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1376237.500000 Penalty: 4654.025879
	Iteration 54Q: 3 clusters Score -1376238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1376237.000000 Penalty: 4654.025879
	Iteration 55Q: 3 clusters Score -1376237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1376239.750000 Penalty: 4654.025879
	Iteration 56Q: 3 clusters Score -1376240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1376243.250000 Penalty: 4654.025879
	Iteration 57Q: 3 clusters Score -1376243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1376241.125000 Penalty: 4654.025879
	Iteration 58Q: 3 clusters Score -1376241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1376240.625000 Penalty: 4654.025879
	Iteration 59Q: 3 clusters Score -1376241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1376241.625000 Penalty: 4654.025879
	Iteration 60F: 3 clusters Score -1376242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1376242.250000 Penalty: 4654.025879
	Iteration 61Q: 3 clusters Score -1376242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1376243.000000 Penalty: 4654.025879
	Iteration 62Q: 3 clusters Score -1376243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1376244.500000 Penalty: 4654.025879
	Iteration 63Q: 3 clusters Score -1376244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1376244.625000 Penalty: 4654.025879
	Iteration 64Q: 3 clusters Score -1376245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1376245.250000 Penalty: 4654.025879
	Iteration 65Q: 3 clusters Score -1376245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1376247.750000 Penalty: 4654.025879
	Iteration 66Q: 3 clusters Score -1376248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1376250.750000 Penalty: 4654.025879
	Iteration 67Q: 3 clusters Score -1376251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1376250.375000 Penalty: 4654.025879
	Iteration 68Q: 3 clusters Score -1376250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1376252.125000 Penalty: 4654.025879
	Iteration 69Q: 3 clusters Score -1376252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1376255.000000 Penalty: 4654.025879
	Iteration 70Q: 3 clusters Score -1376255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1376255.000000 Penalty: 4654.025879
	Iteration 71Q: 3 clusters Score -1376255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1376257.125000 Penalty: 4654.025879
	Iteration 72Q: 3 clusters Score -1376257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1376257.500000 Penalty: 4654.025879
	Iteration 73Q: 3 clusters Score -1376258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1376259.125000 Penalty: 4654.025879
	Iteration 74Q: 3 clusters Score -1376259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1376258.500000 Penalty: 4654.025879
	Iteration 75Q: 3 clusters Score -1376258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1376259.500000 Penalty: 4654.025879
	Iteration 76Q: 3 clusters Score -1376260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1376257.125000 Penalty: 4654.025879
	Iteration 77Q: 3 clusters Score -1376257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1376257.125000 Penalty: 4654.025879
	Iteration 78F: 3 clusters Score -1376257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Entering Unmasked Estep 
Score: -5965933.500000 Penalty: 2688.279297
	Iteration 0F: 2 clusters Score -5965934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5931766.500000 Penalty: 5376.558594
	Iteration 0F: 3 clusters Score -5931766 nChanged 23462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -5945342.000000 Penalty: 5376.558594
	Iteration 1F: 3 clusters Score -5945342 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -5946522.500000 Penalty: 5376.558594
	Iteration 2F: 3 clusters Score -5946522 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -5948353.000000 Penalty: 5376.558594
	Iteration 3F: 3 clusters Score -5948353 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -5950755.500000 Penalty: 5376.558594
	Iteration 4F: 3 clusters Score -5950756 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -5953429.000000 Penalty: 5376.558594
	Iteration 5F: 3 clusters Score -5953429 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -5956052.500000 Penalty: 5376.558594
	Iteration 6F: 3 clusters Score -5956052 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -5958156.000000 Penalty: 5376.558594
	Iteration 7F: 3 clusters Score -5958156 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -5959588.000000 Penalty: 5376.558594
	Iteration 8Q: 3 clusters Score -5959588 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -5960390.500000 Penalty: 5376.558594
	Iteration 9Q: 3 clusters Score -5960390 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -5960805.500000 Penalty: 5376.558594
	Iteration 10Q: 3 clusters Score -5960806 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -5961051.000000 Penalty: 5376.558594
	Iteration 11Q: 3 clusters Score -5961051 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -5961243.000000 Penalty: 5376.558594
	Iteration 12Q: 3 clusters Score -5961243 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -5961347.000000 Penalty: 5376.558594
	Iteration 13Q: 3 clusters Score -5961347 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5961407.000000 Penalty: 5376.558594
	Iteration 14Q: 3 clusters Score -5961407 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -5961499.500000 Penalty: 5376.558594
	Iteration 15Q: 3 clusters Score -5961500 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -5961590.000000 Penalty: 5376.558594
	Iteration 16Q: 3 clusters Score -5961590 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -5961671.000000 Penalty: 5376.558594
	Iteration 17Q: 3 clusters Score -5961671 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -5961808.500000 Penalty: 5376.558594
	Iteration 18Q: 3 clusters Score -5961808 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -5961940.500000 Penalty: 5376.558594
	Iteration 19Q: 3 clusters Score -5961940 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5962138.500000 Penalty: 5376.558594
	Iteration 20F: 3 clusters Score -5962138 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -5962316.500000 Penalty: 5376.558594
	Iteration 21Q: 3 clusters Score -5962316 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -5962509.000000 Penalty: 5376.558594
	Iteration 22Q: 3 clusters Score -5962509 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5962687.000000 Penalty: 5376.558594
	Iteration 23Q: 3 clusters Score -5962687 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -5962844.500000 Penalty: 5376.558594
	Iteration 24Q: 3 clusters Score -5962844 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5962994.000000 Penalty: 5376.558594
	Iteration 25Q: 3 clusters Score -5962994 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -5963130.000000 Penalty: 5376.558594
	Iteration 26Q: 3 clusters Score -5963130 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -5963233.000000 Penalty: 5376.558594
	Iteration 27Q: 3 clusters Score -5963233 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5963340.500000 Penalty: 5376.558594
	Iteration 28Q: 3 clusters Score -5963340 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -5963398.000000 Penalty: 5376.558594
	Iteration 29Q: 3 clusters Score -5963398 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -5963459.500000 Penalty: 5376.558594
	Iteration 30Q: 3 clusters Score -5963460 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -5963514.000000 Penalty: 5376.558594
	Iteration 31Q: 3 clusters Score -5963514 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -5963540.500000 Penalty: 5376.558594
	Iteration 32Q: 3 clusters Score -5963540 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5963570.500000 Penalty: 5376.558594
	Iteration 33Q: 3 clusters Score -5963570 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -5963601.500000 Penalty: 5376.558594
	Iteration 34Q: 3 clusters Score -5963602 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5963615.500000 Penalty: 5376.558594
	Iteration 35Q: 3 clusters Score -5963616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -5963645.000000 Penalty: 5376.558594
	Iteration 36Q: 3 clusters Score -5963645 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -5963675.000000 Penalty: 5376.558594
	Iteration 37Q: 3 clusters Score -5963675 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -5963704.500000 Penalty: 5376.558594
	Iteration 38Q: 3 clusters Score -5963704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -5963704.000000 Penalty: 5376.558594
	Iteration 39Q: 3 clusters Score -5963704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -5963733.500000 Penalty: 5376.558594
	Iteration 40F: 3 clusters Score -5963734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -5963727.000000 Penalty: 5376.558594
	Iteration 41Q: 3 clusters Score -5963727 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -5963738.000000 Penalty: 5376.558594
	Iteration 42Q: 3 clusters Score -5963738 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -5963743.000000 Penalty: 5376.558594
	Iteration 43Q: 3 clusters Score -5963743 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -5963755.500000 Penalty: 5376.558594
	Iteration 44Q: 3 clusters Score -5963756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -5963744.000000 Penalty: 5376.558594
	Iteration 45Q: 3 clusters Score -5963744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -5963756.500000 Penalty: 5376.558594
	Iteration 46Q: 3 clusters Score -5963756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -5963769.500000 Penalty: 5376.558594
	Iteration 47Q: 3 clusters Score -5963770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5963778.500000 Penalty: 5376.558594
	Iteration 48Q: 3 clusters Score -5963778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -5963780.500000 Penalty: 5376.558594
	Iteration 49Q: 3 clusters Score -5963780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -5963792.500000 Penalty: 5376.558594
	Iteration 50Q: 3 clusters Score -5963792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -5963809.500000 Penalty: 5376.558594
	Iteration 51Q: 3 clusters Score -5963810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -5963810.000000 Penalty: 5376.558594
	Iteration 52Q: 3 clusters Score -5963810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -5963807.000000 Penalty: 5376.558594
	Iteration 53Q: 3 clusters Score -5963807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -5963807.000000 Penalty: 5376.558594
	Iteration 54Q: 3 clusters Score -5963807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -5963811.500000 Penalty: 5376.558594
	Iteration 55Q: 3 clusters Score -5963812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -5963813.000000 Penalty: 5376.558594
	Iteration 56Q: 3 clusters Score -5963813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -5963810.500000 Penalty: 5376.558594
	Iteration 57Q: 3 clusters Score -5963810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -5963810.000000 Penalty: 5376.558594
	Iteration 58Q: 3 clusters Score -5963810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -5963815.000000 Penalty: 5376.558594
	Iteration 59Q: 3 clusters Score -5963815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -5963821.500000 Penalty: 5376.558594
	Iteration 60F: 3 clusters Score -5963822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -5963821.000000 Penalty: 5376.558594
	Iteration 61Q: 3 clusters Score -5963821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -5963824.500000 Penalty: 5376.558594
	Iteration 62Q: 3 clusters Score -5963824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -5963837.000000 Penalty: 5376.558594
	Iteration 63Q: 3 clusters Score -5963837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -5963854.000000 Penalty: 5376.558594
	Iteration 64Q: 3 clusters Score -5963854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -5963844.500000 Penalty: 5376.558594
	Iteration 65Q: 3 clusters Score -5963844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -5963859.000000 Penalty: 5376.558594
	Iteration 66Q: 3 clusters Score -5963859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -5963856.000000 Penalty: 5376.558594
	Iteration 67Q: 3 clusters Score -5963856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -5963866.500000 Penalty: 5376.558594
	Iteration 68Q: 3 clusters Score -5963866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -5963861.500000 Penalty: 5376.558594
	Iteration 69Q: 3 clusters Score -5963862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -5963885.500000 Penalty: 5376.558594
	Iteration 70Q: 3 clusters Score -5963886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -5963894.500000 Penalty: 5376.558594
	Iteration 71Q: 3 clusters Score -5963894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5963907.500000 Penalty: 5376.558594
	Iteration 72Q: 3 clusters Score -5963908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -5963905.000000 Penalty: 5376.558594
	Iteration 73Q: 3 clusters Score -5963905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5963916.000000 Penalty: 5376.558594
	Iteration 74Q: 3 clusters Score -5963916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -5963919.500000 Penalty: 5376.558594
	Iteration 75Q: 3 clusters Score -5963920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -5963919.000000 Penalty: 5376.558594
	Iteration 76Q: 3 clusters Score -5963919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -5963933.000000 Penalty: 5376.558594
	Iteration 77Q: 3 clusters Score -5963933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -5963935.000000 Penalty: 5376.558594
	Iteration 78Q: 3 clusters Score -5963935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -5963943.500000 Penalty: 5376.558594
	Iteration 79Q: 3 clusters Score -5963944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -5963935.000000 Penalty: 5376.558594
	Iteration 80F: 3 clusters Score -5963935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -5963938.000000 Penalty: 5376.558594
	Iteration 81Q: 3 clusters Score -5963938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -5963932.000000 Penalty: 5376.558594
	Iteration 82Q: 3 clusters Score -5963932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -5963929.000000 Penalty: 5376.558594
	Iteration 83Q: 3 clusters Score -5963929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -5963933.000000 Penalty: 5376.558594
	Iteration 84Q: 3 clusters Score -5963933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -5963939.000000 Penalty: 5376.558594
	Iteration 85Q: 3 clusters Score -5963939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -5963946.000000 Penalty: 5376.558594
	Iteration 86Q: 3 clusters Score -5963946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -5963941.000000 Penalty: 5376.558594
	Iteration 87Q: 3 clusters Score -5963941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -5963937.500000 Penalty: 5376.558594
	Iteration 88Q: 3 clusters Score -5963938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -5963940.500000 Penalty: 5376.558594
	Iteration 89Q: 3 clusters Score -5963940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -5963936.000000 Penalty: 5376.558594
	Iteration 90Q: 3 clusters Score -5963936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -5963937.000000 Penalty: 5376.558594
	Iteration 91Q: 3 clusters Score -5963937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -5963946.000000 Penalty: 5376.558594
	Iteration 92Q: 3 clusters Score -5963946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -5963942.500000 Penalty: 5376.558594
	Iteration 93Q: 3 clusters Score -5963942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -5963937.500000 Penalty: 5376.558594
	Iteration 94Q: 3 clusters Score -5963938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -5963938.000000 Penalty: 5376.558594
	Iteration 95Q: 3 clusters Score -5963938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -5963942.500000 Penalty: 5376.558594
	Iteration 96Q: 3 clusters Score -5963942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -5963942.500000 Penalty: 5376.558594
	Iteration 97F: 3 clusters Score -5963942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Entering Unmasked Estep 
Score: -999675.000000 Penalty: 2249.541748
	Iteration 0F: 2 clusters Score -999675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -992797.875000 Penalty: 4499.083496
	Iteration 0F: 3 clusters Score -992797.9 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -994731.125000 Penalty: 4499.083496
	Iteration 1F: 3 clusters Score -994731.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -994983.812500 Penalty: 4499.083496
	Iteration 2F: 3 clusters Score -994983.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -995137.687500 Penalty: 4499.083496
	Iteration 3Q: 3 clusters Score -995137.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -995257.000000 Penalty: 4499.083496
	Iteration 4Q: 3 clusters Score -995257 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -995366.500000 Penalty: 4499.083496
	Iteration 5Q: 3 clusters Score -995366.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -995472.312500 Penalty: 4499.083496
	Iteration 6Q: 3 clusters Score -995472.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -995610.937500 Penalty: 4499.083496
	Iteration 7Q: 3 clusters Score -995610.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -995778.875000 Penalty: 4499.083496
	Iteration 8Q: 3 clusters Score -995778.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -996005.625000 Penalty: 4499.083496
	Iteration 9Q: 3 clusters Score -996005.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -996308.750000 Penalty: 4499.083496
	Iteration 10Q: 3 clusters Score -996308.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -996671.375000 Penalty: 4499.083496
	Iteration 11Q: 3 clusters Score -996671.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -997006.937500 Penalty: 4499.083496
	Iteration 12Q: 3 clusters Score -997006.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -997381.562500 Penalty: 4499.083496
	Iteration 13Q: 3 clusters Score -997381.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -997759.562500 Penalty: 4499.083496
	Iteration 14Q: 3 clusters Score -997759.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -998110.187500 Penalty: 4499.083496
	Iteration 15Q: 3 clusters Score -998110.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -998396.375000 Penalty: 4499.083496
	Iteration 16Q: 3 clusters Score -998396.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -998582.125000 Penalty: 4499.083496
	Iteration 17Q: 3 clusters Score -998582.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -998696.125000 Penalty: 4499.083496
	Iteration 18Q: 3 clusters Score -998696.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -998760.062500 Penalty: 4499.083496
	Iteration 19Q: 3 clusters Score -998760.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -998802.875000 Penalty: 4499.083496
	Iteration 20F: 3 clusters Score -998802.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -998821.250000 Penalty: 4499.083496
	Iteration 21Q: 3 clusters Score -998821.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -998835.125000 Penalty: 4499.083496
	Iteration 22Q: 3 clusters Score -998835.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -998843.500000 Penalty: 4499.083496
	Iteration 23Q: 3 clusters Score -998843.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -998848.500000 Penalty: 4499.083496
	Iteration 24Q: 3 clusters Score -998848.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -998849.437500 Penalty: 4499.083496
	Iteration 25Q: 3 clusters Score -998849.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -998852.812500 Penalty: 4499.083496
	Iteration 26Q: 3 clusters Score -998852.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -998857.750000 Penalty: 4499.083496
	Iteration 27Q: 3 clusters Score -998857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -998859.437500 Penalty: 4499.083496
	Iteration 28Q: 3 clusters Score -998859.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -998862.437500 Penalty: 4499.083496
	Iteration 29Q: 3 clusters Score -998862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -998861.812500 Penalty: 4499.083496
	Iteration 30Q: 3 clusters Score -998861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -998861.687500 Penalty: 4499.083496
	Iteration 31Q: 3 clusters Score -998861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -998864.437500 Penalty: 4499.083496
	Iteration 32Q: 3 clusters Score -998864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -998864.812500 Penalty: 4499.083496
	Iteration 33Q: 3 clusters Score -998864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -998866.250000 Penalty: 4499.083496
	Iteration 34Q: 3 clusters Score -998866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -998866.687500 Penalty: 4499.083496
	Iteration 35Q: 3 clusters Score -998866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -998868.062500 Penalty: 4499.083496
	Iteration 36Q: 3 clusters Score -998868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -998869.687500 Penalty: 4499.083496
	Iteration 37Q: 3 clusters Score -998869.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -998869.250000 Penalty: 4499.083496
	Iteration 38Q: 3 clusters Score -998869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -998871.187500 Penalty: 4499.083496
	Iteration 39Q: 3 clusters Score -998871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -998871.125000 Penalty: 4499.083496
	Iteration 40F: 3 clusters Score -998871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -998873.750000 Penalty: 4499.083496
	Iteration 41Q: 3 clusters Score -998873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -998873.937500 Penalty: 4499.083496
	Iteration 42Q: 3 clusters Score -998873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -998874.937500 Penalty: 4499.083496
	Iteration 43Q: 3 clusters Score -998874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -998874.187500 Penalty: 4499.083496
	Iteration 44Q: 3 clusters Score -998874.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -998873.812500 Penalty: 4499.083496
	Iteration 45Q: 3 clusters Score -998873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -998875.562500 Penalty: 4499.083496
	Iteration 46Q: 3 clusters Score -998875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -998875.312500 Penalty: 4499.083496
	Iteration 47Q: 3 clusters Score -998875.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -998876.187500 Penalty: 4499.083496
	Iteration 48Q: 3 clusters Score -998876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -998875.812500 Penalty: 4499.083496
	Iteration 49Q: 3 clusters Score -998875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -998876.062500 Penalty: 4499.083496
	Iteration 50Q: 3 clusters Score -998876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -998876.062500 Penalty: 4499.083496
	Iteration 51F: 3 clusters Score -998876.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Entering Unmasked Estep 
Score: -2169315.000000 Penalty: 2438.387207
	Iteration 0F: 2 clusters Score -2169315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2156107.000000 Penalty: 4876.774414
	Iteration 0F: 3 clusters Score -2156107 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2160526.250000 Penalty: 4876.774414
	Iteration 1F: 3 clusters Score -2160526 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2161137.750000 Penalty: 4876.774414
	Iteration 2F: 3 clusters Score -2161138 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2161730.750000 Penalty: 4876.774414
	Iteration 3F: 3 clusters Score -2161731 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2162220.250000 Penalty: 4876.774414
	Iteration 4F: 3 clusters Score -2162220 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2162667.000000 Penalty: 4876.774414
	Iteration 5F: 3 clusters Score -2162667 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2163189.250000 Penalty: 4876.774414
	Iteration 6F: 3 clusters Score -2163189 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2163770.500000 Penalty: 4876.774414
	Iteration 7F: 3 clusters Score -2163770 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2164475.250000 Penalty: 4876.774414
	Iteration 8F: 3 clusters Score -2164475 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2165385.500000 Penalty: 4876.774414
	Iteration 9F: 3 clusters Score -2165386 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2166322.000000 Penalty: 4876.774414
	Iteration 10F: 3 clusters Score -2166322 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2167038.750000 Penalty: 4876.774414
	Iteration 11Q: 3 clusters Score -2167039 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2167511.000000 Penalty: 4876.774414
	Iteration 12Q: 3 clusters Score -2167511 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2167859.750000 Penalty: 4876.774414
	Iteration 13Q: 3 clusters Score -2167860 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2168084.750000 Penalty: 4876.774414
	Iteration 14Q: 3 clusters Score -2168085 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2168237.250000 Penalty: 4876.774414
	Iteration 15Q: 3 clusters Score -2168237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2168327.000000 Penalty: 4876.774414
	Iteration 16Q: 3 clusters Score -2168327 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2168407.000000 Penalty: 4876.774414
	Iteration 17Q: 3 clusters Score -2168407 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2168474.000000 Penalty: 4876.774414
	Iteration 18Q: 3 clusters Score -2168474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2168532.750000 Penalty: 4876.774414
	Iteration 19Q: 3 clusters Score -2168533 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2168578.250000 Penalty: 4876.774414
	Iteration 20F: 3 clusters Score -2168578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2168619.500000 Penalty: 4876.774414
	Iteration 21Q: 3 clusters Score -2168620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2168647.250000 Penalty: 4876.774414
	Iteration 22Q: 3 clusters Score -2168647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2168660.250000 Penalty: 4876.774414
	Iteration 23Q: 3 clusters Score -2168660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2168669.750000 Penalty: 4876.774414
	Iteration 24Q: 3 clusters Score -2168670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2168677.000000 Penalty: 4876.774414
	Iteration 25Q: 3 clusters Score -2168677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2168688.000000 Penalty: 4876.774414
	Iteration 26Q: 3 clusters Score -2168688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2168692.000000 Penalty: 4876.774414
	Iteration 27Q: 3 clusters Score -2168692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2168692.250000 Penalty: 4876.774414
	Iteration 28Q: 3 clusters Score -2168692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2168698.250000 Penalty: 4876.774414
	Iteration 29Q: 3 clusters Score -2168698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2168705.000000 Penalty: 4876.774414
	Iteration 30Q: 3 clusters Score -2168705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2168703.000000 Penalty: 4876.774414
	Iteration 31Q: 3 clusters Score -2168703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2168704.500000 Penalty: 4876.774414
	Iteration 32Q: 3 clusters Score -2168704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2168704.500000 Penalty: 4876.774414
	Iteration 33F: 3 clusters Score -2168704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Entering Unmasked Estep 
Score: -924364.500000 Penalty: 2224.288574
	Iteration 0F: 2 clusters Score -924364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -918028.375000 Penalty: 4448.577148
	Iteration 0F: 3 clusters Score -918028.4 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -919688.625000 Penalty: 4448.577148
	Iteration 1F: 3 clusters Score -919688.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -919923.250000 Penalty: 4448.577148
	Iteration 2F: 3 clusters Score -919923.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -920131.187500 Penalty: 4448.577148
	Iteration 3F: 3 clusters Score -920131.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -920332.375000 Penalty: 4448.577148
	Iteration 4Q: 3 clusters Score -920332.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -920589.875000 Penalty: 4448.577148
	Iteration 5Q: 3 clusters Score -920589.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -920923.062500 Penalty: 4448.577148
	Iteration 6Q: 3 clusters Score -920923.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -921345.250000 Penalty: 4448.577148
	Iteration 7F: 3 clusters Score -921345.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -921779.625000 Penalty: 4448.577148
	Iteration 8F: 3 clusters Score -921779.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -922062.625000 Penalty: 4448.577148
	Iteration 9F: 3 clusters Score -922062.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -922256.750000 Penalty: 4448.577148
	Iteration 10Q: 3 clusters Score -922256.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -922399.375000 Penalty: 4448.577148
	Iteration 11Q: 3 clusters Score -922399.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -922525.812500 Penalty: 4448.577148
	Iteration 12Q: 3 clusters Score -922525.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -922651.687500 Penalty: 4448.577148
	Iteration 13Q: 3 clusters Score -922651.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -922772.000000 Penalty: 4448.577148
	Iteration 14Q: 3 clusters Score -922772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -922908.437500 Penalty: 4448.577148
	Iteration 15Q: 3 clusters Score -922908.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -923047.500000 Penalty: 4448.577148
	Iteration 16Q: 3 clusters Score -923047.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -923195.812500 Penalty: 4448.577148
	Iteration 17Q: 3 clusters Score -923195.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -923310.312500 Penalty: 4448.577148
	Iteration 18Q: 3 clusters Score -923310.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -923402.750000 Penalty: 4448.577148
	Iteration 19Q: 3 clusters Score -923402.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -923473.875000 Penalty: 4448.577148
	Iteration 20F: 3 clusters Score -923473.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -923529.875000 Penalty: 4448.577148
	Iteration 21Q: 3 clusters Score -923529.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -923566.812500 Penalty: 4448.577148
	Iteration 22Q: 3 clusters Score -923566.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -923587.312500 Penalty: 4448.577148
	Iteration 23Q: 3 clusters Score -923587.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -923601.812500 Penalty: 4448.577148
	Iteration 24Q: 3 clusters Score -923601.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -923621.250000 Penalty: 4448.577148
	Iteration 25Q: 3 clusters Score -923621.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -923639.875000 Penalty: 4448.577148
	Iteration 26Q: 3 clusters Score -923639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -923648.500000 Penalty: 4448.577148
	Iteration 27Q: 3 clusters Score -923648.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -923652.437500 Penalty: 4448.577148
	Iteration 28Q: 3 clusters Score -923652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -923652.500000 Penalty: 4448.577148
	Iteration 29Q: 3 clusters Score -923652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -923654.875000 Penalty: 4448.577148
	Iteration 30Q: 3 clusters Score -923654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -923654.187500 Penalty: 4448.577148
	Iteration 31Q: 3 clusters Score -923654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -923654.562500 Penalty: 4448.577148
	Iteration 32Q: 3 clusters Score -923654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -923656.687500 Penalty: 4448.577148
	Iteration 33Q: 3 clusters Score -923656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -923657.000000 Penalty: 4448.577148
	Iteration 34Q: 3 clusters Score -923657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -923658.312500 Penalty: 4448.577148
	Iteration 35Q: 3 clusters Score -923658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -923658.875000 Penalty: 4448.577148
	Iteration 36Q: 3 clusters Score -923658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -923658.875000 Penalty: 4448.577148
	Iteration 37F: 3 clusters Score -923658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Entering Unmasked Estep 
Score: -4481273.000000 Penalty: 2617.415039
	Iteration 0F: 2 clusters Score -4481273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4455302.000000 Penalty: 5234.830078
	Iteration 0F: 3 clusters Score -4455302 nChanged 17414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -4465090.500000 Penalty: 5234.830078
	Iteration 1F: 3 clusters Score -4465090 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -4466059.500000 Penalty: 5234.830078
	Iteration 2F: 3 clusters Score -4466060 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4467258.000000 Penalty: 5234.830078
	Iteration 3F: 3 clusters Score -4467258 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4468902.000000 Penalty: 5234.830078
	Iteration 4F: 3 clusters Score -4468902 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4470937.000000 Penalty: 5234.830078
	Iteration 5F: 3 clusters Score -4470937 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -4473222.500000 Penalty: 5234.830078
	Iteration 6F: 3 clusters Score -4473222 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -4475317.500000 Penalty: 5234.830078
	Iteration 7F: 3 clusters Score -4475318 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4476781.500000 Penalty: 5234.830078
	Iteration 8Q: 3 clusters Score -4476782 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4477706.000000 Penalty: 5234.830078
	Iteration 9Q: 3 clusters Score -4477706 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -4478296.500000 Penalty: 5234.830078
	Iteration 10Q: 3 clusters Score -4478296 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4478746.000000 Penalty: 5234.830078
	Iteration 11Q: 3 clusters Score -4478746 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4479096.000000 Penalty: 5234.830078
	Iteration 12Q: 3 clusters Score -4479096 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4479308.000000 Penalty: 5234.830078
	Iteration 13Q: 3 clusters Score -4479308 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4479441.000000 Penalty: 5234.830078
	Iteration 14Q: 3 clusters Score -4479441 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4479556.500000 Penalty: 5234.830078
	Iteration 15Q: 3 clusters Score -4479556 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4479658.000000 Penalty: 5234.830078
	Iteration 16Q: 3 clusters Score -4479658 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4479753.000000 Penalty: 5234.830078
	Iteration 17Q: 3 clusters Score -4479753 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4479859.000000 Penalty: 5234.830078
	Iteration 18Q: 3 clusters Score -4479859 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4479946.000000 Penalty: 5234.830078
	Iteration 19Q: 3 clusters Score -4479946 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4480027.000000 Penalty: 5234.830078
	Iteration 20F: 3 clusters Score -4480027 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4480127.000000 Penalty: 5234.830078
	Iteration 21Q: 3 clusters Score -4480127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4480206.500000 Penalty: 5234.830078
	Iteration 22Q: 3 clusters Score -4480206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4480234.500000 Penalty: 5234.830078
	Iteration 23Q: 3 clusters Score -4480234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4480250.000000 Penalty: 5234.830078
	Iteration 24Q: 3 clusters Score -4480250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4480272.500000 Penalty: 5234.830078
	Iteration 25Q: 3 clusters Score -4480272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4480279.000000 Penalty: 5234.830078
	Iteration 26Q: 3 clusters Score -4480279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4480274.000000 Penalty: 5234.830078
	Iteration 27Q: 3 clusters Score -4480274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4480281.500000 Penalty: 5234.830078
	Iteration 28Q: 3 clusters Score -4480282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4480285.000000 Penalty: 5234.830078
	Iteration 29Q: 3 clusters Score -4480285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4480289.500000 Penalty: 5234.830078
	Iteration 30Q: 3 clusters Score -4480290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4480293.500000 Penalty: 5234.830078
	Iteration 31Q: 3 clusters Score -4480294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4480294.500000 Penalty: 5234.830078
	Iteration 32Q: 3 clusters Score -4480294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4480292.000000 Penalty: 5234.830078
	Iteration 33Q: 3 clusters Score -4480292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4480295.500000 Penalty: 5234.830078
	Iteration 34Q: 3 clusters Score -4480296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4480295.500000 Penalty: 5234.830078
	Iteration 35Q: 3 clusters Score -4480296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4480298.500000 Penalty: 5234.830078
	Iteration 36Q: 3 clusters Score -4480298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4480300.500000 Penalty: 5234.830078
	Iteration 37Q: 3 clusters Score -4480300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4480300.500000 Penalty: 5234.830078
	Iteration 38F: 3 clusters Score -4480300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -513451.531250 Penalty: 2042.829346
	Iteration 0F: 2 clusters Score -513451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -509956.218750 Penalty: 4085.658691
	Iteration 0F: 3 clusters Score -509956.2 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -512688.250000 Penalty: 4085.658691
	Iteration 1F: 3 clusters Score -512688.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -515301.468750 Penalty: 4085.658691
	Iteration 2F: 3 clusters Score -515301.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -517015.937500 Penalty: 4085.658691
	Iteration 3F: 3 clusters Score -517015.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -518358.500000 Penalty: 4085.658691
	Iteration 4F: 3 clusters Score -518358.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -519559.468750 Penalty: 4085.658691
	Iteration 5Q: 3 clusters Score -519559.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -519800.781250 Penalty: 4085.658691
	Iteration 6Q: 3 clusters Score -519800.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -519919.000000 Penalty: 4085.658691
	Iteration 7Q: 3 clusters Score -519919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -519945.593750 Penalty: 4085.658691
	Iteration 8Q: 3 clusters Score -519945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -519950.093750 Penalty: 4085.658691
	Iteration 9Q: 3 clusters Score -519950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -519951.000000 Penalty: 4085.658691
	Iteration 10Q: 3 clusters Score -519951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -519952.125000 Penalty: 4085.658691
	Iteration 11Q: 3 clusters Score -519952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -519955.250000 Penalty: 4085.658691
	Iteration 12Q: 3 clusters Score -519955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -519955.250000 Penalty: 4085.658691
	Iteration 13F: 3 clusters Score -519955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 22026 members 
Mstep: Class 10 contains 2656 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20242 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 51013 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 1241 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 169453 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40916 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 10983 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19940 members 
Mstep: Class 55 contains 184622 members 
Mstep: Class 56 contains 27426 members 
Mstep: Class 57 contains 5338 members 
Mstep: Class 58 contains 2327 members 
Mstep: Class 59 contains 406 members 
Mstep: Class 60 contains 2538 members 
Entering Unmasked Estep 
Score: -133747520.000000 Penalty: 208014.765625
Splitting cluster 27 changes total score from -133741904.000000 to -133747520.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 28 (9862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Entering Unmasked Estep 
Score: -1139864.625000 Penalty: 2280.718262
	Iteration 0F: 2 clusters Score -1139865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1132280.875000 Penalty: 4561.436523
	Iteration 0F: 3 clusters Score -1132281 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1134566.625000 Penalty: 4561.436523
	Iteration 1F: 3 clusters Score -1134567 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1134935.000000 Penalty: 4561.436523
	Iteration 2F: 3 clusters Score -1134935 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1135205.000000 Penalty: 4561.436523
	Iteration 3F: 3 clusters Score -1135205 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1135497.500000 Penalty: 4561.436523
	Iteration 4Q: 3 clusters Score -1135498 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1135796.375000 Penalty: 4561.436523
	Iteration 5Q: 3 clusters Score -1135796 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1136110.500000 Penalty: 4561.436523
	Iteration 6Q: 3 clusters Score -1136110 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1136408.125000 Penalty: 4561.436523
	Iteration 7Q: 3 clusters Score -1136408 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1136719.250000 Penalty: 4561.436523
	Iteration 8Q: 3 clusters Score -1136719 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1137035.000000 Penalty: 4561.436523
	Iteration 9Q: 3 clusters Score -1137035 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1137368.125000 Penalty: 4561.436523
	Iteration 10Q: 3 clusters Score -1137368 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1137722.000000 Penalty: 4561.436523
	Iteration 11Q: 3 clusters Score -1137722 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1138019.750000 Penalty: 4561.436523
	Iteration 12Q: 3 clusters Score -1138020 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1138238.875000 Penalty: 4561.436523
	Iteration 13Q: 3 clusters Score -1138239 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1138421.750000 Penalty: 4561.436523
	Iteration 14Q: 3 clusters Score -1138422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1138522.750000 Penalty: 4561.436523
	Iteration 15Q: 3 clusters Score -1138523 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1138584.500000 Penalty: 4561.436523
	Iteration 16Q: 3 clusters Score -1138584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1138630.750000 Penalty: 4561.436523
	Iteration 17Q: 3 clusters Score -1138631 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1138660.375000 Penalty: 4561.436523
	Iteration 18Q: 3 clusters Score -1138660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1138685.375000 Penalty: 4561.436523
	Iteration 19Q: 3 clusters Score -1138685 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1138708.875000 Penalty: 4561.436523
	Iteration 20F: 3 clusters Score -1138709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1138731.375000 Penalty: 4561.436523
	Iteration 21Q: 3 clusters Score -1138731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1138751.375000 Penalty: 4561.436523
	Iteration 22Q: 3 clusters Score -1138751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1138772.000000 Penalty: 4561.436523
	Iteration 23Q: 3 clusters Score -1138772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1138791.125000 Penalty: 4561.436523
	Iteration 24Q: 3 clusters Score -1138791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1138822.875000 Penalty: 4561.436523
	Iteration 25Q: 3 clusters Score -1138823 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1138857.750000 Penalty: 4561.436523
	Iteration 26Q: 3 clusters Score -1138858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1138896.625000 Penalty: 4561.436523
	Iteration 27Q: 3 clusters Score -1138897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1138954.500000 Penalty: 4561.436523
	Iteration 28Q: 3 clusters Score -1138954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1139019.000000 Penalty: 4561.436523
	Iteration 29Q: 3 clusters Score -1139019 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1139096.375000 Penalty: 4561.436523
	Iteration 30Q: 3 clusters Score -1139096 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1139169.875000 Penalty: 4561.436523
	Iteration 31Q: 3 clusters Score -1139170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1139256.375000 Penalty: 4561.436523
	Iteration 32Q: 3 clusters Score -1139256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1139333.750000 Penalty: 4561.436523
	Iteration 33Q: 3 clusters Score -1139334 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1139394.000000 Penalty: 4561.436523
	Iteration 34Q: 3 clusters Score -1139394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1139446.125000 Penalty: 4561.436523
	Iteration 35Q: 3 clusters Score -1139446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1139489.375000 Penalty: 4561.436523
	Iteration 36Q: 3 clusters Score -1139489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1139519.500000 Penalty: 4561.436523
	Iteration 37Q: 3 clusters Score -1139520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1139543.000000 Penalty: 4561.436523
	Iteration 38Q: 3 clusters Score -1139543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1139567.500000 Penalty: 4561.436523
	Iteration 39Q: 3 clusters Score -1139568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1139593.250000 Penalty: 4561.436523
	Iteration 40F: 3 clusters Score -1139593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1139606.125000 Penalty: 4561.436523
	Iteration 41Q: 3 clusters Score -1139606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1139618.125000 Penalty: 4561.436523
	Iteration 42Q: 3 clusters Score -1139618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1139625.500000 Penalty: 4561.436523
	Iteration 43Q: 3 clusters Score -1139626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1139632.875000 Penalty: 4561.436523
	Iteration 44Q: 3 clusters Score -1139633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1139635.500000 Penalty: 4561.436523
	Iteration 45Q: 3 clusters Score -1139636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1139634.375000 Penalty: 4561.436523
	Iteration 46Q: 3 clusters Score -1139634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1139638.625000 Penalty: 4561.436523
	Iteration 47Q: 3 clusters Score -1139639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1139641.250000 Penalty: 4561.436523
	Iteration 48Q: 3 clusters Score -1139641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1139642.250000 Penalty: 4561.436523
	Iteration 49Q: 3 clusters Score -1139642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1139644.750000 Penalty: 4561.436523
	Iteration 50Q: 3 clusters Score -1139645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1139645.625000 Penalty: 4561.436523
	Iteration 51Q: 3 clusters Score -1139646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1139647.000000 Penalty: 4561.436523
	Iteration 52Q: 3 clusters Score -1139647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1139645.375000 Penalty: 4561.436523
	Iteration 53Q: 3 clusters Score -1139645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1139645.625000 Penalty: 4561.436523
	Iteration 54Q: 3 clusters Score -1139646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1139647.125000 Penalty: 4561.436523
	Iteration 55Q: 3 clusters Score -1139647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1139647.000000 Penalty: 4561.436523
	Iteration 56Q: 3 clusters Score -1139647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1139647.375000 Penalty: 4561.436523
	Iteration 57Q: 3 clusters Score -1139647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1139645.250000 Penalty: 4561.436523
	Iteration 58Q: 3 clusters Score -1139645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1139647.250000 Penalty: 4561.436523
	Iteration 59Q: 3 clusters Score -1139647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1139646.875000 Penalty: 4561.436523
	Iteration 60F: 3 clusters Score -1139647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (169453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169453 members 
Entering Unmasked Estep 
Score: -20024360.000000 Penalty: 2986.001953
	Iteration 0F: 2 clusters Score -2.002436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -19911556.000000 Penalty: 5972.003906
	Iteration 0F: 3 clusters Score -1.991156e+07 nChanged 81350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -19958882.000000 Penalty: 5972.003906
	Iteration 1F: 3 clusters Score -1.995888e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -19960190.000000 Penalty: 5972.003906
	Iteration 2Q: 3 clusters Score -1.996019e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -19962272.000000 Penalty: 5972.003906
	Iteration 3Q: 3 clusters Score -1.996227e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 103819 members 
Entering Unmasked Estep 
Score: -19965516.000000 Penalty: 5972.003906
	Iteration 4Q: 3 clusters Score -1.996552e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 113720 members 
Entering Unmasked Estep 
Score: -19971458.000000 Penalty: 5972.003906
	Iteration 5F: 3 clusters Score -1.997146e+07 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -19982012.000000 Penalty: 5972.003906
	Iteration 6F: 3 clusters Score -1.998201e+07 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 142995 members 
Entering Unmasked Estep 
Score: -19996236.000000 Penalty: 5972.003906
	Iteration 7F: 3 clusters Score -1.999624e+07 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -20009806.000000 Penalty: 5972.003906
	Iteration 8F: 3 clusters Score -2.000981e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -20017694.000000 Penalty: 5972.003906
	Iteration 9Q: 3 clusters Score -2.001769e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 168050 members 
Entering Unmasked Estep 
Score: -20020428.000000 Penalty: 5972.003906
	Iteration 10Q: 3 clusters Score -2.002043e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 168878 members 
Entering Unmasked Estep 
Score: -20021176.000000 Penalty: 5972.003906
	Iteration 11Q: 3 clusters Score -2.002118e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 169080 members 
Entering Unmasked Estep 
Score: -20021426.000000 Penalty: 5972.003906
	Iteration 12Q: 3 clusters Score -2.002143e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 169151 members 
Entering Unmasked Estep 
Score: -20021538.000000 Penalty: 5972.003906
	Iteration 13Q: 3 clusters Score -2.002154e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 169173 members 
Entering Unmasked Estep 
Score: -20021596.000000 Penalty: 5972.003906
	Iteration 14Q: 3 clusters Score -2.00216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 169186 members 
Entering Unmasked Estep 
Score: -20021634.000000 Penalty: 5972.003906
	Iteration 15Q: 3 clusters Score -2.002163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 169197 members 
Entering Unmasked Estep 
Score: -20021664.000000 Penalty: 5972.003906
	Iteration 16Q: 3 clusters Score -2.002166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169205 members 
Entering Unmasked Estep 
Score: -20021666.000000 Penalty: 5972.003906
	Iteration 17Q: 3 clusters Score -2.002167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 169209 members 
Entering Unmasked Estep 
Score: -20021680.000000 Penalty: 5972.003906
	Iteration 18Q: 3 clusters Score -2.002168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -20021682.000000 Penalty: 5972.003906
	Iteration 19Q: 3 clusters Score -2.002168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -20021694.000000 Penalty: 5972.003906
	Iteration 20F: 3 clusters Score -2.002169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -20021700.000000 Penalty: 5972.003906
	Iteration 21Q: 3 clusters Score -2.00217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 169213 members 
Entering Unmasked Estep 
Score: -20021700.000000 Penalty: 5972.003906
	Iteration 22Q: 3 clusters Score -2.00217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 169213 members 
Entering Unmasked Estep 
Score: -20021700.000000 Penalty: 5972.003906
	Iteration 23F: 3 clusters Score -2.00217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -28494.625000 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -28494.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27260.074219 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -27260.07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27658.626953 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -27658.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27795.767578 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -27795.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27926.193359 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -27926.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27994.197266 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -27994.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28053.994141 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -28053.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28100.037109 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -28100.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28127.320312 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -28127.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28164.832031 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -28164.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28231.599609 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -28231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28239.738281 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -28239.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28249.001953 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -28249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28249.001953 Penalty: 3012.230225
	Iteration 12F: 3 clusters Score -28249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -504786.843750 Penalty: 2083.307861
	Iteration 0F: 2 clusters Score -504786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -500630.812500 Penalty: 4166.615723
	Iteration 0F: 3 clusters Score -500630.8 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -501588.312500 Penalty: 4166.615723
	Iteration 1F: 3 clusters Score -501588.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -501922.343750 Penalty: 4166.615723
	Iteration 2F: 3 clusters Score -501922.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -502170.343750 Penalty: 4166.615723
	Iteration 3F: 3 clusters Score -502170.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -502395.500000 Penalty: 4166.615723
	Iteration 4F: 3 clusters Score -502395.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -502616.656250 Penalty: 4166.615723
	Iteration 5F: 3 clusters Score -502616.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -502810.125000 Penalty: 4166.615723
	Iteration 6Q: 3 clusters Score -502810.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -502975.468750 Penalty: 4166.615723
	Iteration 7Q: 3 clusters Score -502975.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -503090.468750 Penalty: 4166.615723
	Iteration 8Q: 3 clusters Score -503090.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -503152.781250 Penalty: 4166.615723
	Iteration 9Q: 3 clusters Score -503152.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -503202.718750 Penalty: 4166.615723
	Iteration 10Q: 3 clusters Score -503202.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -503232.125000 Penalty: 4166.615723
	Iteration 11Q: 3 clusters Score -503232.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -503257.125000 Penalty: 4166.615723
	Iteration 12Q: 3 clusters Score -503257.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -503272.843750 Penalty: 4166.615723
	Iteration 13Q: 3 clusters Score -503272.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -503282.906250 Penalty: 4166.615723
	Iteration 14Q: 3 clusters Score -503282.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -503288.312500 Penalty: 4166.615723
	Iteration 15Q: 3 clusters Score -503288.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -503293.218750 Penalty: 4166.615723
	Iteration 16Q: 3 clusters Score -503293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -503294.968750 Penalty: 4166.615723
	Iteration 17Q: 3 clusters Score -503295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -503295.437500 Penalty: 4166.615723
	Iteration 18Q: 3 clusters Score -503295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -503297.687500 Penalty: 4166.615723
	Iteration 19Q: 3 clusters Score -503297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -503298.406250 Penalty: 4166.615723
	Iteration 20F: 3 clusters Score -503298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -503301.500000 Penalty: 4166.615723
	Iteration 21Q: 3 clusters Score -503301.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -503303.156250 Penalty: 4166.615723
	Iteration 22Q: 3 clusters Score -503303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -503304.437500 Penalty: 4166.615723
	Iteration 23Q: 3 clusters Score -503304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -503304.718750 Penalty: 4166.615723
	Iteration 24Q: 3 clusters Score -503304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -503304.718750 Penalty: 4166.615723
	Iteration 25F: 3 clusters Score -503304.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (40916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Entering Unmasked Estep 
Score: -4394437.500000 Penalty: 2633.580566
	Iteration 0F: 2 clusters Score -4394438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4366678.500000 Penalty: 5267.161133
	Iteration 0F: 3 clusters Score -4366678 nChanged 18712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4377187.000000 Penalty: 5267.161133
	Iteration 1F: 3 clusters Score -4377187 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4377991.500000 Penalty: 5267.161133
	Iteration 2F: 3 clusters Score -4377992 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4378784.000000 Penalty: 5267.161133
	Iteration 3Q: 3 clusters Score -4378784 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4379537.000000 Penalty: 5267.161133
	Iteration 4Q: 3 clusters Score -4379537 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -4380281.000000 Penalty: 5267.161133
	Iteration 5Q: 3 clusters Score -4380281 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4380956.500000 Penalty: 5267.161133
	Iteration 6Q: 3 clusters Score -4380956 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4381642.500000 Penalty: 5267.161133
	Iteration 7Q: 3 clusters Score -4381642 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4382277.000000 Penalty: 5267.161133
	Iteration 8Q: 3 clusters Score -4382277 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4382904.000000 Penalty: 5267.161133
	Iteration 9Q: 3 clusters Score -4382904 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4383506.000000 Penalty: 5267.161133
	Iteration 10Q: 3 clusters Score -4383506 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4384182.500000 Penalty: 5267.161133
	Iteration 11Q: 3 clusters Score -4384182 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4384848.500000 Penalty: 5267.161133
	Iteration 12Q: 3 clusters Score -4384848 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4385427.000000 Penalty: 5267.161133
	Iteration 13Q: 3 clusters Score -4385427 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -4385937.000000 Penalty: 5267.161133
	Iteration 14Q: 3 clusters Score -4385937 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4386229.000000 Penalty: 5267.161133
	Iteration 15Q: 3 clusters Score -4386229 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4386458.500000 Penalty: 5267.161133
	Iteration 16Q: 3 clusters Score -4386458 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4386579.500000 Penalty: 5267.161133
	Iteration 17Q: 3 clusters Score -4386580 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4386646.500000 Penalty: 5267.161133
	Iteration 18Q: 3 clusters Score -4386646 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -4386731.500000 Penalty: 5267.161133
	Iteration 19Q: 3 clusters Score -4386732 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -4386768.000000 Penalty: 5267.161133
	Iteration 20F: 3 clusters Score -4386768 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4386832.000000 Penalty: 5267.161133
	Iteration 21Q: 3 clusters Score -4386832 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -4386891.000000 Penalty: 5267.161133
	Iteration 22Q: 3 clusters Score -4386891 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4386943.000000 Penalty: 5267.161133
	Iteration 23Q: 3 clusters Score -4386943 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4386979.000000 Penalty: 5267.161133
	Iteration 24Q: 3 clusters Score -4386979 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -4387011.500000 Penalty: 5267.161133
	Iteration 25Q: 3 clusters Score -4387012 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4387052.500000 Penalty: 5267.161133
	Iteration 26Q: 3 clusters Score -4387052 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -4387111.000000 Penalty: 5267.161133
	Iteration 27Q: 3 clusters Score -4387111 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -4387143.000000 Penalty: 5267.161133
	Iteration 28Q: 3 clusters Score -4387143 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -4387176.500000 Penalty: 5267.161133
	Iteration 29Q: 3 clusters Score -4387176 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4387192.000000 Penalty: 5267.161133
	Iteration 30Q: 3 clusters Score -4387192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -4387214.000000 Penalty: 5267.161133
	Iteration 31Q: 3 clusters Score -4387214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4387233.000000 Penalty: 5267.161133
	Iteration 32Q: 3 clusters Score -4387233 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -4387234.500000 Penalty: 5267.161133
	Iteration 33Q: 3 clusters Score -4387234 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4387261.500000 Penalty: 5267.161133
	Iteration 34Q: 3 clusters Score -4387262 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4387269.000000 Penalty: 5267.161133
	Iteration 35Q: 3 clusters Score -4387269 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4387282.500000 Penalty: 5267.161133
	Iteration 36Q: 3 clusters Score -4387282 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4387304.000000 Penalty: 5267.161133
	Iteration 37Q: 3 clusters Score -4387304 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -4387317.000000 Penalty: 5267.161133
	Iteration 38Q: 3 clusters Score -4387317 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -4387345.000000 Penalty: 5267.161133
	Iteration 39Q: 3 clusters Score -4387345 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -4387379.500000 Penalty: 5267.161133
	Iteration 40F: 3 clusters Score -4387380 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -4387397.500000 Penalty: 5267.161133
	Iteration 41Q: 3 clusters Score -4387398 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -4387433.500000 Penalty: 5267.161133
	Iteration 42Q: 3 clusters Score -4387434 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4387461.000000 Penalty: 5267.161133
	Iteration 43Q: 3 clusters Score -4387461 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4387472.000000 Penalty: 5267.161133
	Iteration 44Q: 3 clusters Score -4387472 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4387488.000000 Penalty: 5267.161133
	Iteration 45Q: 3 clusters Score -4387488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -4387515.500000 Penalty: 5267.161133
	Iteration 46Q: 3 clusters Score -4387516 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4387537.500000 Penalty: 5267.161133
	Iteration 47Q: 3 clusters Score -4387538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4387532.500000 Penalty: 5267.161133
	Iteration 48Q: 3 clusters Score -4387532 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -4387545.000000 Penalty: 5267.161133
	Iteration 49Q: 3 clusters Score -4387545 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -4387555.500000 Penalty: 5267.161133
	Iteration 50Q: 3 clusters Score -4387556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4387570.500000 Penalty: 5267.161133
	Iteration 51Q: 3 clusters Score -4387570 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -4387599.500000 Penalty: 5267.161133
	Iteration 52Q: 3 clusters Score -4387600 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -4387614.500000 Penalty: 5267.161133
	Iteration 53Q: 3 clusters Score -4387614 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4387640.500000 Penalty: 5267.161133
	Iteration 54Q: 3 clusters Score -4387640 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -4387659.000000 Penalty: 5267.161133
	Iteration 55Q: 3 clusters Score -4387659 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4387680.500000 Penalty: 5267.161133
	Iteration 56Q: 3 clusters Score -4387680 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4387672.000000 Penalty: 5267.161133
	Iteration 57Q: 3 clusters Score -4387672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4387683.000000 Penalty: 5267.161133
	Iteration 58Q: 3 clusters Score -4387683 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -4387676.500000 Penalty: 5267.161133
	Iteration 59Q: 3 clusters Score -4387676 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -4387701.000000 Penalty: 5267.161133
	Iteration 60F: 3 clusters Score -4387701 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -4387699.000000 Penalty: 5267.161133
	Iteration 61Q: 3 clusters Score -4387699 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -4387736.000000 Penalty: 5267.161133
	Iteration 62Q: 3 clusters Score -4387736 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4387753.500000 Penalty: 5267.161133
	Iteration 63Q: 3 clusters Score -4387754 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -4387765.000000 Penalty: 5267.161133
	Iteration 64Q: 3 clusters Score -4387765 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -4387793.000000 Penalty: 5267.161133
	Iteration 65Q: 3 clusters Score -4387793 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -4387803.500000 Penalty: 5267.161133
	Iteration 66Q: 3 clusters Score -4387804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -4387833.000000 Penalty: 5267.161133
	Iteration 67Q: 3 clusters Score -4387833 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -4387854.500000 Penalty: 5267.161133
	Iteration 68Q: 3 clusters Score -4387854 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -4387886.500000 Penalty: 5267.161133
	Iteration 69Q: 3 clusters Score -4387886 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4387913.500000 Penalty: 5267.161133
	Iteration 70Q: 3 clusters Score -4387914 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -4387961.500000 Penalty: 5267.161133
	Iteration 71Q: 3 clusters Score -4387962 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -4387984.500000 Penalty: 5267.161133
	Iteration 72Q: 3 clusters Score -4387984 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -4388024.000000 Penalty: 5267.161133
	Iteration 73Q: 3 clusters Score -4388024 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -4388067.000000 Penalty: 5267.161133
	Iteration 74Q: 3 clusters Score -4388067 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -4388100.000000 Penalty: 5267.161133
	Iteration 75Q: 3 clusters Score -4388100 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -4388160.000000 Penalty: 5267.161133
	Iteration 76Q: 3 clusters Score -4388160 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -4388205.000000 Penalty: 5267.161133
	Iteration 77Q: 3 clusters Score -4388205 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -4388283.000000 Penalty: 5267.161133
	Iteration 78Q: 3 clusters Score -4388283 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -4388345.000000 Penalty: 5267.161133
	Iteration 79Q: 3 clusters Score -4388345 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4388461.500000 Penalty: 5267.161133
	Iteration 80F: 3 clusters Score -4388462 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -4388599.500000 Penalty: 5267.161133
	Iteration 81Q: 3 clusters Score -4388600 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -4388708.000000 Penalty: 5267.161133
	Iteration 82Q: 3 clusters Score -4388708 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -4388821.000000 Penalty: 5267.161133
	Iteration 83Q: 3 clusters Score -4388821 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -4388930.000000 Penalty: 5267.161133
	Iteration 84Q: 3 clusters Score -4388930 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -4389034.000000 Penalty: 5267.161133
	Iteration 85Q: 3 clusters Score -4389034 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4389105.500000 Penalty: 5267.161133
	Iteration 86Q: 3 clusters Score -4389106 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4389197.000000 Penalty: 5267.161133
	Iteration 87Q: 3 clusters Score -4389197 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -4389297.500000 Penalty: 5267.161133
	Iteration 88Q: 3 clusters Score -4389298 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4389413.500000 Penalty: 5267.161133
	Iteration 89Q: 3 clusters Score -4389414 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4389520.000000 Penalty: 5267.161133
	Iteration 90Q: 3 clusters Score -4389520 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -4389665.500000 Penalty: 5267.161133
	Iteration 91Q: 3 clusters Score -4389666 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4389765.000000 Penalty: 5267.161133
	Iteration 92Q: 3 clusters Score -4389765 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4389857.000000 Penalty: 5267.161133
	Iteration 93Q: 3 clusters Score -4389857 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4389931.000000 Penalty: 5267.161133
	Iteration 94Q: 3 clusters Score -4389931 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4390014.500000 Penalty: 5267.161133
	Iteration 95Q: 3 clusters Score -4390014 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -4390105.500000 Penalty: 5267.161133
	Iteration 96Q: 3 clusters Score -4390106 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4390244.500000 Penalty: 5267.161133
	Iteration 97Q: 3 clusters Score -4390244 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4390383.500000 Penalty: 5267.161133
	Iteration 98Q: 3 clusters Score -4390384 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4390548.500000 Penalty: 5267.161133
	Iteration 99Q: 3 clusters Score -4390548 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4390745.500000 Penalty: 5267.161133
	Iteration 100F: 3 clusters Score -4390746 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4390915.500000 Penalty: 5267.161133
	Iteration 101Q: 3 clusters Score -4390916 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -4391066.000000 Penalty: 5267.161133
	Iteration 102Q: 3 clusters Score -4391066 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4391222.500000 Penalty: 5267.161133
	Iteration 103Q: 3 clusters Score -4391222 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -4391326.500000 Penalty: 5267.161133
	Iteration 104Q: 3 clusters Score -4391326 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -4391459.000000 Penalty: 5267.161133
	Iteration 105Q: 3 clusters Score -4391459 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4391587.000000 Penalty: 5267.161133
	Iteration 106Q: 3 clusters Score -4391587 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -4391714.500000 Penalty: 5267.161133
	Iteration 107Q: 3 clusters Score -4391714 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -4391820.500000 Penalty: 5267.161133
	Iteration 108Q: 3 clusters Score -4391820 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -4391942.500000 Penalty: 5267.161133
	Iteration 109Q: 3 clusters Score -4391942 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -4392060.500000 Penalty: 5267.161133
	Iteration 110Q: 3 clusters Score -4392060 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -4392155.000000 Penalty: 5267.161133
	Iteration 111Q: 3 clusters Score -4392155 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -4392210.000000 Penalty: 5267.161133
	Iteration 112Q: 3 clusters Score -4392210 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -4392275.000000 Penalty: 5267.161133
	Iteration 113Q: 3 clusters Score -4392275 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -4392322.000000 Penalty: 5267.161133
	Iteration 114Q: 3 clusters Score -4392322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4392370.500000 Penalty: 5267.161133
	Iteration 115Q: 3 clusters Score -4392370 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -4392393.000000 Penalty: 5267.161133
	Iteration 116Q: 3 clusters Score -4392393 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -4392427.000000 Penalty: 5267.161133
	Iteration 117Q: 3 clusters Score -4392427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -4392463.500000 Penalty: 5267.161133
	Iteration 118Q: 3 clusters Score -4392464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4392491.000000 Penalty: 5267.161133
	Iteration 119Q: 3 clusters Score -4392491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -4392514.500000 Penalty: 5267.161133
	Iteration 120F: 3 clusters Score -4392514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -4392549.500000 Penalty: 5267.161133
	Iteration 121Q: 3 clusters Score -4392550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -4392570.000000 Penalty: 5267.161133
	Iteration 122Q: 3 clusters Score -4392570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -4392576.000000 Penalty: 5267.161133
	Iteration 123Q: 3 clusters Score -4392576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -4392595.000000 Penalty: 5267.161133
	Iteration 124Q: 3 clusters Score -4392595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4392610.500000 Penalty: 5267.161133
	Iteration 125Q: 3 clusters Score -4392610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -4392623.000000 Penalty: 5267.161133
	Iteration 126Q: 3 clusters Score -4392623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -4392621.500000 Penalty: 5267.161133
	Iteration 127Q: 3 clusters Score -4392622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -4392629.000000 Penalty: 5267.161133
	Iteration 128Q: 3 clusters Score -4392629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4392633.500000 Penalty: 5267.161133
	Iteration 129Q: 3 clusters Score -4392634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -4392644.000000 Penalty: 5267.161133
	Iteration 130Q: 3 clusters Score -4392644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -4392637.500000 Penalty: 5267.161133
	Iteration 131Q: 3 clusters Score -4392638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -4392651.000000 Penalty: 5267.161133
	Iteration 132Q: 3 clusters Score -4392651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -4392648.500000 Penalty: 5267.161133
	Iteration 133Q: 3 clusters Score -4392648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -4392655.500000 Penalty: 5267.161133
	Iteration 134Q: 3 clusters Score -4392656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -4392654.500000 Penalty: 5267.161133
	Iteration 135Q: 3 clusters Score -4392654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -4392653.000000 Penalty: 5267.161133
	Iteration 136Q: 3 clusters Score -4392653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -4392654.500000 Penalty: 5267.161133
	Iteration 137Q: 3 clusters Score -4392654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -4392656.000000 Penalty: 5267.161133
	Iteration 138Q: 3 clusters Score -4392656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -4392656.000000 Penalty: 5267.161133
	Iteration 139F: 3 clusters Score -4392656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -28619.878906 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -28619.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27491.691406 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -27491.69 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27913.433594 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -27913.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28139.898438 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -28139.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28223.685547 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -28223.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28303.447266 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -28303.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28414.482422 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -28414.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28476.339844 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -28476.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28502.837891 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -28502.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28522.089844 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -28522.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28531.820312 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -28531.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28532.693359 Penalty: 2837.274658
	Iteration 10F: 3 clusters Score -28532.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28535.814453 Penalty: 2837.274658
	Iteration 11Q: 3 clusters Score -28535.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28540.035156 Penalty: 2837.274658
	Iteration 12Q: 3 clusters Score -28540.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28540.035156 Penalty: 2837.274658
	Iteration 13F: 3 clusters Score -28540.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Entering Unmasked Estep 
Score: -730935.187500 Penalty: 2172.086182
	Iteration 0F: 2 clusters Score -730935.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -725578.312500 Penalty: 4344.172363
	Iteration 0F: 3 clusters Score -725578.3 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -727121.812500 Penalty: 4344.172363
	Iteration 1F: 3 clusters Score -727121.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -727703.812500 Penalty: 4344.172363
	Iteration 2F: 3 clusters Score -727703.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -728218.875000 Penalty: 4344.172363
	Iteration 3F: 3 clusters Score -728218.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -728736.875000 Penalty: 4344.172363
	Iteration 4F: 3 clusters Score -728736.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -729316.312500 Penalty: 4344.172363
	Iteration 5F: 3 clusters Score -729316.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -729798.000000 Penalty: 4344.172363
	Iteration 6F: 3 clusters Score -729798 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -730152.187500 Penalty: 4344.172363
	Iteration 7F: 3 clusters Score -730152.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -730372.062500 Penalty: 4344.172363
	Iteration 8Q: 3 clusters Score -730372.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -730508.687500 Penalty: 4344.172363
	Iteration 9Q: 3 clusters Score -730508.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -730605.250000 Penalty: 4344.172363
	Iteration 10Q: 3 clusters Score -730605.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -730682.312500 Penalty: 4344.172363
	Iteration 11Q: 3 clusters Score -730682.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -730720.875000 Penalty: 4344.172363
	Iteration 12Q: 3 clusters Score -730720.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -730745.562500 Penalty: 4344.172363
	Iteration 13Q: 3 clusters Score -730745.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -730759.625000 Penalty: 4344.172363
	Iteration 14Q: 3 clusters Score -730759.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -730769.312500 Penalty: 4344.172363
	Iteration 15Q: 3 clusters Score -730769.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -730774.625000 Penalty: 4344.172363
	Iteration 16Q: 3 clusters Score -730774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -730776.125000 Penalty: 4344.172363
	Iteration 17Q: 3 clusters Score -730776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -730776.562500 Penalty: 4344.172363
	Iteration 18Q: 3 clusters Score -730776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -730778.250000 Penalty: 4344.172363
	Iteration 19Q: 3 clusters Score -730778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -730778.250000 Penalty: 4344.172363
	Iteration 20F: 3 clusters Score -730778.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Entering Unmasked Estep 
Score: -1932996.375000 Penalty: 2412.293213
	Iteration 0F: 2 clusters Score -1932996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1920998.750000 Penalty: 4824.586426
	Iteration 0F: 3 clusters Score -1920999 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1924783.125000 Penalty: 4824.586426
	Iteration 1F: 3 clusters Score -1924783 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1925266.750000 Penalty: 4824.586426
	Iteration 2F: 3 clusters Score -1925267 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1925836.875000 Penalty: 4824.586426
	Iteration 3F: 3 clusters Score -1925837 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1926523.500000 Penalty: 4824.586426
	Iteration 4F: 3 clusters Score -1926524 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1927164.625000 Penalty: 4824.586426
	Iteration 5F: 3 clusters Score -1927165 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1927807.500000 Penalty: 4824.586426
	Iteration 6F: 3 clusters Score -1927808 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1928504.000000 Penalty: 4824.586426
	Iteration 7F: 3 clusters Score -1928504 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1929191.000000 Penalty: 4824.586426
	Iteration 8F: 3 clusters Score -1929191 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1929803.125000 Penalty: 4824.586426
	Iteration 9F: 3 clusters Score -1929803 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1930301.875000 Penalty: 4824.586426
	Iteration 10Q: 3 clusters Score -1930302 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1930723.250000 Penalty: 4824.586426
	Iteration 11Q: 3 clusters Score -1930723 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1931009.500000 Penalty: 4824.586426
	Iteration 12Q: 3 clusters Score -1931010 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1931227.125000 Penalty: 4824.586426
	Iteration 13Q: 3 clusters Score -1931227 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1931399.500000 Penalty: 4824.586426
	Iteration 14Q: 3 clusters Score -1931400 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1931542.875000 Penalty: 4824.586426
	Iteration 15Q: 3 clusters Score -1931543 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1931662.875000 Penalty: 4824.586426
	Iteration 16Q: 3 clusters Score -1931663 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1931772.875000 Penalty: 4824.586426
	Iteration 17Q: 3 clusters Score -1931773 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1931868.125000 Penalty: 4824.586426
	Iteration 18Q: 3 clusters Score -1931868 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1931960.875000 Penalty: 4824.586426
	Iteration 19Q: 3 clusters Score -1931961 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1932042.125000 Penalty: 4824.586426
	Iteration 20F: 3 clusters Score -1932042 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1932092.250000 Penalty: 4824.586426
	Iteration 21Q: 3 clusters Score -1932092 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1932134.125000 Penalty: 4824.586426
	Iteration 22Q: 3 clusters Score -1932134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1932156.750000 Penalty: 4824.586426
	Iteration 23Q: 3 clusters Score -1932157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1932182.750000 Penalty: 4824.586426
	Iteration 24Q: 3 clusters Score -1932183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1932200.500000 Penalty: 4824.586426
	Iteration 25Q: 3 clusters Score -1932200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1932212.125000 Penalty: 4824.586426
	Iteration 26Q: 3 clusters Score -1932212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1932232.875000 Penalty: 4824.586426
	Iteration 27Q: 3 clusters Score -1932233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1932246.625000 Penalty: 4824.586426
	Iteration 28Q: 3 clusters Score -1932247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1932258.625000 Penalty: 4824.586426
	Iteration 29Q: 3 clusters Score -1932259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1932267.375000 Penalty: 4824.586426
	Iteration 30Q: 3 clusters Score -1932267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1932276.875000 Penalty: 4824.586426
	Iteration 31Q: 3 clusters Score -1932277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1932287.625000 Penalty: 4824.586426
	Iteration 32Q: 3 clusters Score -1932288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1932293.875000 Penalty: 4824.586426
	Iteration 33Q: 3 clusters Score -1932294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1932299.625000 Penalty: 4824.586426
	Iteration 34Q: 3 clusters Score -1932300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1932307.375000 Penalty: 4824.586426
	Iteration 35Q: 3 clusters Score -1932307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1932307.375000 Penalty: 4824.586426
	Iteration 36Q: 3 clusters Score -1932307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1932314.500000 Penalty: 4824.586426
	Iteration 37Q: 3 clusters Score -1932314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1932317.250000 Penalty: 4824.586426
	Iteration 38Q: 3 clusters Score -1932317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1932319.125000 Penalty: 4824.586426
	Iteration 39Q: 3 clusters Score -1932319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1932319.000000 Penalty: 4824.586426
	Iteration 40F: 3 clusters Score -1932319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1932327.375000 Penalty: 4824.586426
	Iteration 41Q: 3 clusters Score -1932327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1932329.500000 Penalty: 4824.586426
	Iteration 42Q: 3 clusters Score -1932330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1932332.125000 Penalty: 4824.586426
	Iteration 43Q: 3 clusters Score -1932332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1932336.375000 Penalty: 4824.586426
	Iteration 44Q: 3 clusters Score -1932336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1932341.000000 Penalty: 4824.586426
	Iteration 45Q: 3 clusters Score -1932341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1932343.375000 Penalty: 4824.586426
	Iteration 46Q: 3 clusters Score -1932343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1932346.000000 Penalty: 4824.586426
	Iteration 47Q: 3 clusters Score -1932346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1932345.375000 Penalty: 4824.586426
	Iteration 48Q: 3 clusters Score -1932345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1932346.750000 Penalty: 4824.586426
	Iteration 49Q: 3 clusters Score -1932347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1932348.250000 Penalty: 4824.586426
	Iteration 50Q: 3 clusters Score -1932348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1932350.625000 Penalty: 4824.586426
	Iteration 51Q: 3 clusters Score -1932351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1932349.750000 Penalty: 4824.586426
	Iteration 52Q: 3 clusters Score -1932350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1932349.375000 Penalty: 4824.586426
	Iteration 53Q: 3 clusters Score -1932349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1932349.375000 Penalty: 4824.586426
	Iteration 54F: 3 clusters Score -1932349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -287279.500000 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -287279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -284355.031250 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -284355 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -284905.062500 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -284905.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -285045.437500 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -285045.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -285136.531250 Penalty: 3861.923828
	Iteration 3Q: 3 clusters Score -285136.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -285193.937500 Penalty: 3861.923828
	Iteration 4Q: 3 clusters Score -285193.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -285230.781250 Penalty: 3861.923828
	Iteration 5Q: 3 clusters Score -285230.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -285253.406250 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -285253.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -285271.406250 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -285271.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -285281.718750 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -285281.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -285291.937500 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -285291.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -285299.187500 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -285299.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -285309.968750 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -285310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -285320.062500 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -285320.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -285327.343750 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -285327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -285330.750000 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -285330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -285334.218750 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -285334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -285334.406250 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -285334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -285334.406250 Penalty: 3861.923828
	Iteration 17F: 3 clusters Score -285334.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Entering Unmasked Estep 
Score: -258748.859375 Penalty: 1910.457886
	Iteration 0F: 2 clusters Score -258748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -255967.281250 Penalty: 3820.915771
	Iteration 0F: 3 clusters Score -255967.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -256484.296875 Penalty: 3820.915771
	Iteration 1F: 3 clusters Score -256484.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -256656.078125 Penalty: 3820.915771
	Iteration 2F: 3 clusters Score -256656.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -256740.062500 Penalty: 3820.915771
	Iteration 3Q: 3 clusters Score -256740.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -256797.968750 Penalty: 3820.915771
	Iteration 4Q: 3 clusters Score -256798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -256862.515625 Penalty: 3820.915771
	Iteration 5Q: 3 clusters Score -256862.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -256907.140625 Penalty: 3820.915771
	Iteration 6Q: 3 clusters Score -256907.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -256950.984375 Penalty: 3820.915771
	Iteration 7Q: 3 clusters Score -256951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -256992.062500 Penalty: 3820.915771
	Iteration 8Q: 3 clusters Score -256992.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -257031.937500 Penalty: 3820.915771
	Iteration 9Q: 3 clusters Score -257031.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -257071.921875 Penalty: 3820.915771
	Iteration 10Q: 3 clusters Score -257071.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -257112.265625 Penalty: 3820.915771
	Iteration 11Q: 3 clusters Score -257112.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -257152.718750 Penalty: 3820.915771
	Iteration 12Q: 3 clusters Score -257152.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -257183.843750 Penalty: 3820.915771
	Iteration 13Q: 3 clusters Score -257183.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257212.609375 Penalty: 3820.915771
	Iteration 14Q: 3 clusters Score -257212.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -257232.968750 Penalty: 3820.915771
	Iteration 15Q: 3 clusters Score -257233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -257247.250000 Penalty: 3820.915771
	Iteration 16Q: 3 clusters Score -257247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -257255.578125 Penalty: 3820.915771
	Iteration 17Q: 3 clusters Score -257255.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -257264.203125 Penalty: 3820.915771
	Iteration 18Q: 3 clusters Score -257264.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -257269.921875 Penalty: 3820.915771
	Iteration 19Q: 3 clusters Score -257269.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -257276.734375 Penalty: 3820.915771
	Iteration 20F: 3 clusters Score -257276.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -257283.296875 Penalty: 3820.915771
	Iteration 21Q: 3 clusters Score -257283.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -257293.625000 Penalty: 3820.915771
	Iteration 22Q: 3 clusters Score -257293.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -257302.906250 Penalty: 3820.915771
	Iteration 23Q: 3 clusters Score -257302.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -257310.390625 Penalty: 3820.915771
	Iteration 24Q: 3 clusters Score -257310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -257313.203125 Penalty: 3820.915771
	Iteration 25Q: 3 clusters Score -257313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -257317.390625 Penalty: 3820.915771
	Iteration 26Q: 3 clusters Score -257317.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -257322.531250 Penalty: 3820.915771
	Iteration 27Q: 3 clusters Score -257322.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -257327.421875 Penalty: 3820.915771
	Iteration 28Q: 3 clusters Score -257327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -257332.125000 Penalty: 3820.915771
	Iteration 29Q: 3 clusters Score -257332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -257335.609375 Penalty: 3820.915771
	Iteration 30Q: 3 clusters Score -257335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -257337.015625 Penalty: 3820.915771
	Iteration 31Q: 3 clusters Score -257337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -257339.234375 Penalty: 3820.915771
	Iteration 32Q: 3 clusters Score -257339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -257340.640625 Penalty: 3820.915771
	Iteration 33Q: 3 clusters Score -257340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -257341.312500 Penalty: 3820.915771
	Iteration 34Q: 3 clusters Score -257341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -257341.500000 Penalty: 3820.915771
	Iteration 35Q: 3 clusters Score -257341.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -257341.500000 Penalty: 3820.915771
	Iteration 36F: 3 clusters Score -257341.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -262681.375000 Penalty: 1913.903198
	Iteration 0F: 2 clusters Score -262681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -259849.765625 Penalty: 3827.806396
	Iteration 0F: 3 clusters Score -259849.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -260383.750000 Penalty: 3827.806396
	Iteration 1F: 3 clusters Score -260383.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -260528.671875 Penalty: 3827.806396
	Iteration 2F: 3 clusters Score -260528.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -260600.093750 Penalty: 3827.806396
	Iteration 3Q: 3 clusters Score -260600.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -260638.593750 Penalty: 3827.806396
	Iteration 4Q: 3 clusters Score -260638.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260667.687500 Penalty: 3827.806396
	Iteration 5Q: 3 clusters Score -260667.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -260681.531250 Penalty: 3827.806396
	Iteration 6Q: 3 clusters Score -260681.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -260691.140625 Penalty: 3827.806396
	Iteration 7Q: 3 clusters Score -260691.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -260701.546875 Penalty: 3827.806396
	Iteration 8Q: 3 clusters Score -260701.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -260706.781250 Penalty: 3827.806396
	Iteration 9Q: 3 clusters Score -260706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -260708.500000 Penalty: 3827.806396
	Iteration 10Q: 3 clusters Score -260708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -260713.156250 Penalty: 3827.806396
	Iteration 11Q: 3 clusters Score -260713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -260715.078125 Penalty: 3827.806396
	Iteration 12Q: 3 clusters Score -260715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -260716.468750 Penalty: 3827.806396
	Iteration 13Q: 3 clusters Score -260716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260719.625000 Penalty: 3827.806396
	Iteration 14Q: 3 clusters Score -260719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -260724.921875 Penalty: 3827.806396
	Iteration 15Q: 3 clusters Score -260724.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -260728.187500 Penalty: 3827.806396
	Iteration 16Q: 3 clusters Score -260728.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -260732.875000 Penalty: 3827.806396
	Iteration 17Q: 3 clusters Score -260732.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -260736.328125 Penalty: 3827.806396
	Iteration 18Q: 3 clusters Score -260736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -260740.109375 Penalty: 3827.806396
	Iteration 19Q: 3 clusters Score -260740.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -260742.390625 Penalty: 3827.806396
	Iteration 20F: 3 clusters Score -260742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260745.078125 Penalty: 3827.806396
	Iteration 21Q: 3 clusters Score -260745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -260746.921875 Penalty: 3827.806396
	Iteration 22Q: 3 clusters Score -260746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -260746.406250 Penalty: 3827.806396
	Iteration 23Q: 3 clusters Score -260746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -260747.734375 Penalty: 3827.806396
	Iteration 24Q: 3 clusters Score -260747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -260748.796875 Penalty: 3827.806396
	Iteration 25Q: 3 clusters Score -260748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -260749.453125 Penalty: 3827.806396
	Iteration 26Q: 3 clusters Score -260749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -260750.640625 Penalty: 3827.806396
	Iteration 27Q: 3 clusters Score -260750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -260752.093750 Penalty: 3827.806396
	Iteration 28Q: 3 clusters Score -260752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -260754.406250 Penalty: 3827.806396
	Iteration 29Q: 3 clusters Score -260754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -260756.937500 Penalty: 3827.806396
	Iteration 30Q: 3 clusters Score -260756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -260758.796875 Penalty: 3827.806396
	Iteration 31Q: 3 clusters Score -260758.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -260761.500000 Penalty: 3827.806396
	Iteration 32Q: 3 clusters Score -260761.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -260764.765625 Penalty: 3827.806396
	Iteration 33Q: 3 clusters Score -260764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -260766.953125 Penalty: 3827.806396
	Iteration 34Q: 3 clusters Score -260767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -260769.437500 Penalty: 3827.806396
	Iteration 35Q: 3 clusters Score -260769.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260772.109375 Penalty: 3827.806396
	Iteration 36Q: 3 clusters Score -260772.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -260777.343750 Penalty: 3827.806396
	Iteration 37Q: 3 clusters Score -260777.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -260782.640625 Penalty: 3827.806396
	Iteration 38Q: 3 clusters Score -260782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -260787.453125 Penalty: 3827.806396
	Iteration 39Q: 3 clusters Score -260787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -260790.390625 Penalty: 3827.806396
	Iteration 40F: 3 clusters Score -260790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -260792.140625 Penalty: 3827.806396
	Iteration 41Q: 3 clusters Score -260792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -260794.281250 Penalty: 3827.806396
	Iteration 42Q: 3 clusters Score -260794.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -260799.796875 Penalty: 3827.806396
	Iteration 43Q: 3 clusters Score -260799.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -260804.890625 Penalty: 3827.806396
	Iteration 44Q: 3 clusters Score -260804.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -260810.640625 Penalty: 3827.806396
	Iteration 45Q: 3 clusters Score -260810.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -260816.046875 Penalty: 3827.806396
	Iteration 46Q: 3 clusters Score -260816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -260821.281250 Penalty: 3827.806396
	Iteration 47Q: 3 clusters Score -260821.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -260825.937500 Penalty: 3827.806396
	Iteration 48Q: 3 clusters Score -260825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -260831.781250 Penalty: 3827.806396
	Iteration 49Q: 3 clusters Score -260831.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -260840.000000 Penalty: 3827.806396
	Iteration 50Q: 3 clusters Score -260840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -260849.359375 Penalty: 3827.806396
	Iteration 51Q: 3 clusters Score -260849.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -260863.625000 Penalty: 3827.806396
	Iteration 52Q: 3 clusters Score -260863.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -260878.062500 Penalty: 3827.806396
	Iteration 53Q: 3 clusters Score -260878.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -260891.046875 Penalty: 3827.806396
	Iteration 54Q: 3 clusters Score -260891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -260898.171875 Penalty: 3827.806396
	Iteration 55Q: 3 clusters Score -260898.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -260905.937500 Penalty: 3827.806396
	Iteration 56Q: 3 clusters Score -260905.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -260917.703125 Penalty: 3827.806396
	Iteration 57Q: 3 clusters Score -260917.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -260933.125000 Penalty: 3827.806396
	Iteration 58Q: 3 clusters Score -260933.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -260950.687500 Penalty: 3827.806396
	Iteration 59Q: 3 clusters Score -260950.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -260962.656250 Penalty: 3827.806396
	Iteration 60F: 3 clusters Score -260962.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -260972.609375 Penalty: 3827.806396
	Iteration 61Q: 3 clusters Score -260972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -260981.593750 Penalty: 3827.806396
	Iteration 62Q: 3 clusters Score -260981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -260989.515625 Penalty: 3827.806396
	Iteration 63Q: 3 clusters Score -260989.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -260998.890625 Penalty: 3827.806396
	Iteration 64Q: 3 clusters Score -260998.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -261006.703125 Penalty: 3827.806396
	Iteration 65Q: 3 clusters Score -261006.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -261014.000000 Penalty: 3827.806396
	Iteration 66Q: 3 clusters Score -261014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -261018.343750 Penalty: 3827.806396
	Iteration 67Q: 3 clusters Score -261018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -261019.234375 Penalty: 3827.806396
	Iteration 68Q: 3 clusters Score -261019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -261022.015625 Penalty: 3827.806396
	Iteration 69Q: 3 clusters Score -261022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -261023.875000 Penalty: 3827.806396
	Iteration 70Q: 3 clusters Score -261023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -261024.671875 Penalty: 3827.806396
	Iteration 71Q: 3 clusters Score -261024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -261026.031250 Penalty: 3827.806396
	Iteration 72Q: 3 clusters Score -261026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -261026.953125 Penalty: 3827.806396
	Iteration 73Q: 3 clusters Score -261027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -261026.953125 Penalty: 3827.806396
	Iteration 74F: 3 clusters Score -261027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Entering Unmasked Estep 
Score: -660274.625000 Penalty: 2145.020020
	Iteration 0F: 2 clusters Score -660274.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -655349.562500 Penalty: 4290.040039
	Iteration 0F: 3 clusters Score -655349.6 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -656665.000000 Penalty: 4290.040039
	Iteration 1F: 3 clusters Score -656665 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -657025.687500 Penalty: 4290.040039
	Iteration 2F: 3 clusters Score -657025.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -657413.750000 Penalty: 4290.040039
	Iteration 3F: 3 clusters Score -657413.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -657850.562500 Penalty: 4290.040039
	Iteration 4F: 3 clusters Score -657850.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -658316.500000 Penalty: 4290.040039
	Iteration 5F: 3 clusters Score -658316.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -658669.562500 Penalty: 4290.040039
	Iteration 6F: 3 clusters Score -658669.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -658918.687500 Penalty: 4290.040039
	Iteration 7F: 3 clusters Score -658918.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -659091.437500 Penalty: 4290.040039
	Iteration 8Q: 3 clusters Score -659091.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -659204.375000 Penalty: 4290.040039
	Iteration 9Q: 3 clusters Score -659204.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -659270.000000 Penalty: 4290.040039
	Iteration 10Q: 3 clusters Score -659270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -659307.750000 Penalty: 4290.040039
	Iteration 11Q: 3 clusters Score -659307.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -659331.625000 Penalty: 4290.040039
	Iteration 12Q: 3 clusters Score -659331.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -659348.000000 Penalty: 4290.040039
	Iteration 13Q: 3 clusters Score -659348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -659362.375000 Penalty: 4290.040039
	Iteration 14Q: 3 clusters Score -659362.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -659368.562500 Penalty: 4290.040039
	Iteration 15Q: 3 clusters Score -659368.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -659371.437500 Penalty: 4290.040039
	Iteration 16Q: 3 clusters Score -659371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -659373.000000 Penalty: 4290.040039
	Iteration 17Q: 3 clusters Score -659373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -659377.000000 Penalty: 4290.040039
	Iteration 18Q: 3 clusters Score -659377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -659377.750000 Penalty: 4290.040039
	Iteration 19Q: 3 clusters Score -659377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -659377.375000 Penalty: 4290.040039
	Iteration 20F: 3 clusters Score -659377.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -659378.625000 Penalty: 4290.040039
	Iteration 21Q: 3 clusters Score -659378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -659380.687500 Penalty: 4290.040039
	Iteration 22Q: 3 clusters Score -659380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -659381.687500 Penalty: 4290.040039
	Iteration 23Q: 3 clusters Score -659381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -659381.875000 Penalty: 4290.040039
	Iteration 24Q: 3 clusters Score -659381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -659384.375000 Penalty: 4290.040039
	Iteration 25Q: 3 clusters Score -659384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -659383.562500 Penalty: 4290.040039
	Iteration 26Q: 3 clusters Score -659383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -659383.062500 Penalty: 4290.040039
	Iteration 27Q: 3 clusters Score -659383.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -659383.062500 Penalty: 4290.040039
	Iteration 28F: 3 clusters Score -659383.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -518189.406250 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -518189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -514030.656250 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -514030.7 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -515046.781250 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -515046.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -515270.062500 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -515270.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -515439.656250 Penalty: 4169.838379
	Iteration 3F: 3 clusters Score -515439.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -515593.593750 Penalty: 4169.838379
	Iteration 4Q: 3 clusters Score -515593.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -515767.656250 Penalty: 4169.838379
	Iteration 5Q: 3 clusters Score -515767.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -515993.531250 Penalty: 4169.838379
	Iteration 6Q: 3 clusters Score -515993.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -516213.968750 Penalty: 4169.838379
	Iteration 7Q: 3 clusters Score -516214 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -516435.781250 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -516435.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -516593.937500 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -516593.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -516710.843750 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -516710.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -516771.250000 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -516771.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -516813.500000 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -516813.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -516843.875000 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -516843.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -516866.375000 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -516866.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -516884.781250 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -516884.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -516895.218750 Penalty: 4169.838379
	Iteration 16Q: 3 clusters Score -516895.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -516904.687500 Penalty: 4169.838379
	Iteration 17Q: 3 clusters Score -516904.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -516915.718750 Penalty: 4169.838379
	Iteration 18Q: 3 clusters Score -516915.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -516926.687500 Penalty: 4169.838379
	Iteration 19Q: 3 clusters Score -516926.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -516940.843750 Penalty: 4169.838379
	Iteration 20F: 3 clusters Score -516940.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -516954.343750 Penalty: 4169.838379
	Iteration 21Q: 3 clusters Score -516954.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -516967.218750 Penalty: 4169.838379
	Iteration 22Q: 3 clusters Score -516967.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -516978.906250 Penalty: 4169.838379
	Iteration 23Q: 3 clusters Score -516978.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -516986.687500 Penalty: 4169.838379
	Iteration 24Q: 3 clusters Score -516986.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -516991.000000 Penalty: 4169.838379
	Iteration 25Q: 3 clusters Score -516991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -516997.375000 Penalty: 4169.838379
	Iteration 26Q: 3 clusters Score -516997.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -517000.343750 Penalty: 4169.838379
	Iteration 27Q: 3 clusters Score -517000.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -517005.000000 Penalty: 4169.838379
	Iteration 28Q: 3 clusters Score -517005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -517007.625000 Penalty: 4169.838379
	Iteration 29Q: 3 clusters Score -517007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -517008.687500 Penalty: 4169.838379
	Iteration 30Q: 3 clusters Score -517008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -517009.000000 Penalty: 4169.838379
	Iteration 31Q: 3 clusters Score -517009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -517009.000000 Penalty: 4169.838379
	Iteration 32F: 3 clusters Score -517009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Entering Unmasked Estep 
Score: -572810.250000 Penalty: 2063.229492
	Iteration 0F: 2 clusters Score -572810.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -568926.000000 Penalty: 4126.458984
	Iteration 0F: 3 clusters Score -568926 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -570535.312500 Penalty: 4126.458984
	Iteration 1F: 3 clusters Score -570535.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -572292.625000 Penalty: 4126.458984
	Iteration 2F: 3 clusters Score -572292.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -574557.312500 Penalty: 4126.458984
	Iteration 3F: 3 clusters Score -574557.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -575569.062500 Penalty: 4126.458984
	Iteration 4F: 3 clusters Score -575569.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -576086.250000 Penalty: 4126.458984
	Iteration 5F: 3 clusters Score -576086.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -576440.437500 Penalty: 4126.458984
	Iteration 6Q: 3 clusters Score -576440.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -576610.687500 Penalty: 4126.458984
	Iteration 7Q: 3 clusters Score -576610.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -576704.187500 Penalty: 4126.458984
	Iteration 8Q: 3 clusters Score -576704.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -576773.875000 Penalty: 4126.458984
	Iteration 9Q: 3 clusters Score -576773.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -576847.312500 Penalty: 4126.458984
	Iteration 10Q: 3 clusters Score -576847.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -576875.437500 Penalty: 4126.458984
	Iteration 11Q: 3 clusters Score -576875.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -576887.125000 Penalty: 4126.458984
	Iteration 12Q: 3 clusters Score -576887.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -576903.562500 Penalty: 4126.458984
	Iteration 13Q: 3 clusters Score -576903.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -576906.500000 Penalty: 4126.458984
	Iteration 14Q: 3 clusters Score -576906.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -576912.500000 Penalty: 4126.458984
	Iteration 15Q: 3 clusters Score -576912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -576921.000000 Penalty: 4126.458984
	Iteration 16Q: 3 clusters Score -576921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -576925.875000 Penalty: 4126.458984
	Iteration 17Q: 3 clusters Score -576925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -576927.187500 Penalty: 4126.458984
	Iteration 18Q: 3 clusters Score -576927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -576931.937500 Penalty: 4126.458984
	Iteration 19Q: 3 clusters Score -576931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -576943.062500 Penalty: 4126.458984
	Iteration 20F: 3 clusters Score -576943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -576951.750000 Penalty: 4126.458984
	Iteration 21Q: 3 clusters Score -576951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -576952.437500 Penalty: 4126.458984
	Iteration 22Q: 3 clusters Score -576952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -576961.500000 Penalty: 4126.458984
	Iteration 23Q: 3 clusters Score -576961.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -576965.062500 Penalty: 4126.458984
	Iteration 24Q: 3 clusters Score -576965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -576972.812500 Penalty: 4126.458984
	Iteration 25Q: 3 clusters Score -576972.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -576976.187500 Penalty: 4126.458984
	Iteration 26Q: 3 clusters Score -576976.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -576976.687500 Penalty: 4126.458984
	Iteration 27Q: 3 clusters Score -576976.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -576983.000000 Penalty: 4126.458984
	Iteration 28Q: 3 clusters Score -576983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -576985.312500 Penalty: 4126.458984
	Iteration 29Q: 3 clusters Score -576985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -576984.000000 Penalty: 4126.458984
	Iteration 30Q: 3 clusters Score -576984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -576986.437500 Penalty: 4126.458984
	Iteration 31Q: 3 clusters Score -576986.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -576986.687500 Penalty: 4126.458984
	Iteration 32Q: 3 clusters Score -576986.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -576991.750000 Penalty: 4126.458984
	Iteration 33Q: 3 clusters Score -576991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -576991.562500 Penalty: 4126.458984
	Iteration 34Q: 3 clusters Score -576991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -576990.875000 Penalty: 4126.458984
	Iteration 35Q: 3 clusters Score -576990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -576990.875000 Penalty: 4126.458984
	Iteration 36F: 3 clusters Score -576990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 22026 members 
Mstep: Class 10 contains 2656 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20242 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 51013 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 1241 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 169453 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40916 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 3362 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 10983 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19940 members 
Mstep: Class 55 contains 184622 members 
Mstep: Class 56 contains 27426 members 
Mstep: Class 57 contains 5338 members 
Mstep: Class 58 contains 2327 members 
Mstep: Class 59 contains 406 members 
Mstep: Class 60 contains 2538 members 
Mstep: Class 61 contains 741 members 
Entering Unmasked Estep 
Score: -133750656.000000 Penalty: 211481.671875
Splitting cluster 41 changes total score from -133741904.000000 to -133750656.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 42 (11367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Entering Unmasked Estep 
Score: -1145889.875000 Penalty: 2315.940430
	Iteration 0F: 2 clusters Score -1145890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1137417.250000 Penalty: 4631.880859
	Iteration 0F: 3 clusters Score -1137417 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1140426.375000 Penalty: 4631.880859
	Iteration 1F: 3 clusters Score -1140426 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1141196.125000 Penalty: 4631.880859
	Iteration 2F: 3 clusters Score -1141196 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1141911.500000 Penalty: 4631.880859
	Iteration 3F: 3 clusters Score -1141912 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1142564.625000 Penalty: 4631.880859
	Iteration 4F: 3 clusters Score -1142565 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1143173.875000 Penalty: 4631.880859
	Iteration 5F: 3 clusters Score -1143174 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1143662.875000 Penalty: 4631.880859
	Iteration 6F: 3 clusters Score -1143663 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1144079.375000 Penalty: 4631.880859
	Iteration 7Q: 3 clusters Score -1144079 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1144363.125000 Penalty: 4631.880859
	Iteration 8Q: 3 clusters Score -1144363 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1144600.750000 Penalty: 4631.880859
	Iteration 9Q: 3 clusters Score -1144601 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1144797.125000 Penalty: 4631.880859
	Iteration 10Q: 3 clusters Score -1144797 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1144914.125000 Penalty: 4631.880859
	Iteration 11Q: 3 clusters Score -1144914 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1144976.000000 Penalty: 4631.880859
	Iteration 12Q: 3 clusters Score -1144976 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1145015.125000 Penalty: 4631.880859
	Iteration 13Q: 3 clusters Score -1145015 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1145040.750000 Penalty: 4631.880859
	Iteration 14Q: 3 clusters Score -1145041 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1145059.500000 Penalty: 4631.880859
	Iteration 15Q: 3 clusters Score -1145060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1145077.500000 Penalty: 4631.880859
	Iteration 16Q: 3 clusters Score -1145078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1145085.375000 Penalty: 4631.880859
	Iteration 17Q: 3 clusters Score -1145085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1145092.125000 Penalty: 4631.880859
	Iteration 18Q: 3 clusters Score -1145092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1145094.250000 Penalty: 4631.880859
	Iteration 19Q: 3 clusters Score -1145094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1145099.125000 Penalty: 4631.880859
	Iteration 20F: 3 clusters Score -1145099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1145101.500000 Penalty: 4631.880859
	Iteration 21Q: 3 clusters Score -1145102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1145104.000000 Penalty: 4631.880859
	Iteration 22Q: 3 clusters Score -1145104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1145111.875000 Penalty: 4631.880859
	Iteration 23Q: 3 clusters Score -1145112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1145113.125000 Penalty: 4631.880859
	Iteration 24Q: 3 clusters Score -1145113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1145116.000000 Penalty: 4631.880859
	Iteration 25Q: 3 clusters Score -1145116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1145116.750000 Penalty: 4631.880859
	Iteration 26Q: 3 clusters Score -1145117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1145118.250000 Penalty: 4631.880859
	Iteration 27Q: 3 clusters Score -1145118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1145120.750000 Penalty: 4631.880859
	Iteration 28Q: 3 clusters Score -1145121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1145121.000000 Penalty: 4631.880859
	Iteration 29Q: 3 clusters Score -1145121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1145120.500000 Penalty: 4631.880859
	Iteration 30Q: 3 clusters Score -1145120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1145119.625000 Penalty: 4631.880859
	Iteration 31Q: 3 clusters Score -1145120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1145118.625000 Penalty: 4631.880859
	Iteration 32Q: 3 clusters Score -1145119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1145118.125000 Penalty: 4631.880859
	Iteration 33Q: 3 clusters Score -1145118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1145119.125000 Penalty: 4631.880859
	Iteration 34Q: 3 clusters Score -1145119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1145122.000000 Penalty: 4631.880859
	Iteration 35Q: 3 clusters Score -1145122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1145120.625000 Penalty: 4631.880859
	Iteration 36Q: 3 clusters Score -1145121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1145120.125000 Penalty: 4631.880859
	Iteration 37Q: 3 clusters Score -1145120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1145120.125000 Penalty: 4631.880859
	Iteration 38F: 3 clusters Score -1145120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -651309.625000 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -651309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -646464.375000 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -646464.4 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -647667.125000 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -647667.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -647912.500000 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -647912.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -648094.500000 Penalty: 4283.212891
	Iteration 3F: 3 clusters Score -648094.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -648261.500000 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -648261.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -648458.937500 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -648458.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -648693.250000 Penalty: 4283.212891
	Iteration 6F: 3 clusters Score -648693.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -648894.562500 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -648894.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -649083.750000 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -649083.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -649266.875000 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -649266.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -649427.812500 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -649427.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -649554.625000 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -649554.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -649639.750000 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -649639.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -649693.625000 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -649693.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -649718.937500 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -649718.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -649731.500000 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -649731.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -649745.187500 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -649745.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -649757.562500 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -649757.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -649768.812500 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -649768.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -649779.312500 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -649779.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -649787.875000 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -649787.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -649793.125000 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -649793.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -649796.187500 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -649796.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -649802.625000 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -649802.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -649806.125000 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -649806.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -649808.437500 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -649808.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -649811.937500 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -649811.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -649814.500000 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -649814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -649814.437500 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -649814.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -649818.875000 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -649818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -649819.875000 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -649819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -649820.375000 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -649820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -649821.125000 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -649821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -649821.312500 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -649821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -649822.187500 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -649822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -649823.437500 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -649823.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -649824.937500 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -649824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -649826.000000 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -649826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -649826.937500 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -649826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -649828.937500 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -649828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -649828.812500 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -649828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -649829.500000 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -649829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -649829.062500 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -649829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -649829.875000 Penalty: 4283.212891
	Iteration 43Q: 3 clusters Score -649829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -649829.750000 Penalty: 4283.212891
	Iteration 44Q: 3 clusters Score -649829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -649829.875000 Penalty: 4283.212891
	Iteration 45Q: 3 clusters Score -649829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -649829.750000 Penalty: 4283.212891
	Iteration 46Q: 3 clusters Score -649829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -649829.750000 Penalty: 4283.212891
	Iteration 47F: 3 clusters Score -649829.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -259956.171875 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -259956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -257528.078125 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -257528.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -259493.437500 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -259493.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -260690.500000 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -260690.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -260946.921875 Penalty: 3773.999756
	Iteration 3F: 3 clusters Score -260946.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -261033.812500 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -261033.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -261122.609375 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -261122.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -261242.359375 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -261242.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -261357.953125 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -261358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -261453.562500 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -261453.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -261555.156250 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -261555.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -261689.171875 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -261689.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -261814.734375 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -261814.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -261885.718750 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -261885.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -261950.125000 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -261950.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -261995.437500 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -261995.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -262049.703125 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -262049.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -262088.578125 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -262088.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -262120.015625 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -262120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -262147.843750 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -262147.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -262167.593750 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -262167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -262181.250000 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -262181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -262193.312500 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -262193.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -262201.281250 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -262201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -262219.406250 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -262219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -262227.687500 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -262227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -262231.062500 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -262231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -262233.218750 Penalty: 3773.999756
	Iteration 26Q: 3 clusters Score -262233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -262233.218750 Penalty: 3773.999756
	Iteration 27F: 3 clusters Score -262233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 22026 members 
Mstep: Class 10 contains 2656 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20242 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 51013 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 1241 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 169453 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40916 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 3362 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 1256 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 3332 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 10983 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19940 members 
Mstep: Class 55 contains 184622 members 
Mstep: Class 56 contains 27426 members 
Mstep: Class 57 contains 5338 members 
Mstep: Class 58 contains 2327 members 
Mstep: Class 59 contains 406 members 
Mstep: Class 60 contains 2538 members 
Mstep: Class 61 contains 741 members 
Mstep: Class 62 contains 760 members 
Entering Unmasked Estep 
Score: -133751248.000000 Penalty: 214948.578125
Splitting cluster 44 changes total score from -133741904.000000 to -133751248.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 45 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -657208.562500 Penalty: 2145.844238
	Iteration 0F: 2 clusters Score -657208.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -652123.375000 Penalty: 4291.688477
	Iteration 0F: 3 clusters Score -652123.4 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -653408.437500 Penalty: 4291.688477
	Iteration 1F: 3 clusters Score -653408.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -653676.062500 Penalty: 4291.688477
	Iteration 2F: 3 clusters Score -653676.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -653868.750000 Penalty: 4291.688477
	Iteration 3F: 3 clusters Score -653868.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -653991.687500 Penalty: 4291.688477
	Iteration 4Q: 3 clusters Score -653991.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -654093.125000 Penalty: 4291.688477
	Iteration 5Q: 3 clusters Score -654093.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -654188.062500 Penalty: 4291.688477
	Iteration 6Q: 3 clusters Score -654188.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -654290.437500 Penalty: 4291.688477
	Iteration 7Q: 3 clusters Score -654290.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -654387.312500 Penalty: 4291.688477
	Iteration 8Q: 3 clusters Score -654387.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -654493.937500 Penalty: 4291.688477
	Iteration 9Q: 3 clusters Score -654493.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -654609.750000 Penalty: 4291.688477
	Iteration 10Q: 3 clusters Score -654609.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -654725.687500 Penalty: 4291.688477
	Iteration 11Q: 3 clusters Score -654725.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -654828.625000 Penalty: 4291.688477
	Iteration 12Q: 3 clusters Score -654828.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -654910.687500 Penalty: 4291.688477
	Iteration 13Q: 3 clusters Score -654910.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -654982.125000 Penalty: 4291.688477
	Iteration 14Q: 3 clusters Score -654982.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -655035.500000 Penalty: 4291.688477
	Iteration 15Q: 3 clusters Score -655035.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -655075.937500 Penalty: 4291.688477
	Iteration 16Q: 3 clusters Score -655075.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -655107.250000 Penalty: 4291.688477
	Iteration 17Q: 3 clusters Score -655107.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -655139.812500 Penalty: 4291.688477
	Iteration 18Q: 3 clusters Score -655139.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -655165.437500 Penalty: 4291.688477
	Iteration 19Q: 3 clusters Score -655165.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -655192.062500 Penalty: 4291.688477
	Iteration 20F: 3 clusters Score -655192.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -655230.125000 Penalty: 4291.688477
	Iteration 21Q: 3 clusters Score -655230.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -655270.375000 Penalty: 4291.688477
	Iteration 22Q: 3 clusters Score -655270.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -655304.750000 Penalty: 4291.688477
	Iteration 23Q: 3 clusters Score -655304.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -655337.125000 Penalty: 4291.688477
	Iteration 24Q: 3 clusters Score -655337.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -655368.125000 Penalty: 4291.688477
	Iteration 25Q: 3 clusters Score -655368.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -655404.250000 Penalty: 4291.688477
	Iteration 26Q: 3 clusters Score -655404.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -655442.125000 Penalty: 4291.688477
	Iteration 27Q: 3 clusters Score -655442.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -655480.437500 Penalty: 4291.688477
	Iteration 28Q: 3 clusters Score -655480.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -655517.562500 Penalty: 4291.688477
	Iteration 29Q: 3 clusters Score -655517.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -655564.437500 Penalty: 4291.688477
	Iteration 30Q: 3 clusters Score -655564.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -655613.250000 Penalty: 4291.688477
	Iteration 31Q: 3 clusters Score -655613.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -655667.000000 Penalty: 4291.688477
	Iteration 32Q: 3 clusters Score -655667 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -655730.687500 Penalty: 4291.688477
	Iteration 33Q: 3 clusters Score -655730.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -655822.750000 Penalty: 4291.688477
	Iteration 34Q: 3 clusters Score -655822.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -655915.250000 Penalty: 4291.688477
	Iteration 35Q: 3 clusters Score -655915.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -656030.687500 Penalty: 4291.688477
	Iteration 36Q: 3 clusters Score -656030.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -656210.625000 Penalty: 4291.688477
	Iteration 37Q: 3 clusters Score -656210.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -656378.437500 Penalty: 4291.688477
	Iteration 38Q: 3 clusters Score -656378.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -656485.937500 Penalty: 4291.688477
	Iteration 39Q: 3 clusters Score -656485.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -656553.125000 Penalty: 4291.688477
	Iteration 40F: 3 clusters Score -656553.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -656580.687500 Penalty: 4291.688477
	Iteration 41Q: 3 clusters Score -656580.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -656590.375000 Penalty: 4291.688477
	Iteration 42Q: 3 clusters Score -656590.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -656593.750000 Penalty: 4291.688477
	Iteration 43Q: 3 clusters Score -656593.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -656597.500000 Penalty: 4291.688477
	Iteration 44Q: 3 clusters Score -656597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -656599.250000 Penalty: 4291.688477
	Iteration 45Q: 3 clusters Score -656599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -656599.562500 Penalty: 4291.688477
	Iteration 46Q: 3 clusters Score -656599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -656601.000000 Penalty: 4291.688477
	Iteration 47Q: 3 clusters Score -656601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -656602.125000 Penalty: 4291.688477
	Iteration 48Q: 3 clusters Score -656602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -656601.625000 Penalty: 4291.688477
	Iteration 49Q: 3 clusters Score -656601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -656601.625000 Penalty: 4291.688477
	Iteration 50F: 3 clusters Score -656601.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Entering Unmasked Estep 
Score: -870665.312500 Penalty: 2210.660645
	Iteration 0F: 2 clusters Score -870665.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -864583.312500 Penalty: 4421.321289
	Iteration 0F: 3 clusters Score -864583.3 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -866227.250000 Penalty: 4421.321289
	Iteration 1F: 3 clusters Score -866227.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -866445.812500 Penalty: 4421.321289
	Iteration 2F: 3 clusters Score -866445.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -866594.500000 Penalty: 4421.321289
	Iteration 3Q: 3 clusters Score -866594.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -866720.687500 Penalty: 4421.321289
	Iteration 4Q: 3 clusters Score -866720.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -866821.250000 Penalty: 4421.321289
	Iteration 5Q: 3 clusters Score -866821.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -866934.312500 Penalty: 4421.321289
	Iteration 6Q: 3 clusters Score -866934.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -867056.375000 Penalty: 4421.321289
	Iteration 7Q: 3 clusters Score -867056.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -867211.000000 Penalty: 4421.321289
	Iteration 8Q: 3 clusters Score -867211 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -867416.875000 Penalty: 4421.321289
	Iteration 9Q: 3 clusters Score -867416.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -867628.687500 Penalty: 4421.321289
	Iteration 10Q: 3 clusters Score -867628.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -867880.562500 Penalty: 4421.321289
	Iteration 11Q: 3 clusters Score -867880.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -868159.375000 Penalty: 4421.321289
	Iteration 12Q: 3 clusters Score -868159.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -868384.625000 Penalty: 4421.321289
	Iteration 13Q: 3 clusters Score -868384.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -868591.250000 Penalty: 4421.321289
	Iteration 14Q: 3 clusters Score -868591.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -868729.375000 Penalty: 4421.321289
	Iteration 15Q: 3 clusters Score -868729.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -868816.125000 Penalty: 4421.321289
	Iteration 16Q: 3 clusters Score -868816.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -868866.687500 Penalty: 4421.321289
	Iteration 17Q: 3 clusters Score -868866.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -868895.375000 Penalty: 4421.321289
	Iteration 18Q: 3 clusters Score -868895.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -868919.125000 Penalty: 4421.321289
	Iteration 19Q: 3 clusters Score -868919.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -868937.812500 Penalty: 4421.321289
	Iteration 20F: 3 clusters Score -868937.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -868947.562500 Penalty: 4421.321289
	Iteration 21Q: 3 clusters Score -868947.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -868957.000000 Penalty: 4421.321289
	Iteration 22Q: 3 clusters Score -868957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -868968.062500 Penalty: 4421.321289
	Iteration 23Q: 3 clusters Score -868968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -868968.875000 Penalty: 4421.321289
	Iteration 24Q: 3 clusters Score -868968.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -868974.937500 Penalty: 4421.321289
	Iteration 25Q: 3 clusters Score -868974.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -868978.625000 Penalty: 4421.321289
	Iteration 26Q: 3 clusters Score -868978.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -868980.000000 Penalty: 4421.321289
	Iteration 27Q: 3 clusters Score -868980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -868983.187500 Penalty: 4421.321289
	Iteration 28Q: 3 clusters Score -868983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -868986.937500 Penalty: 4421.321289
	Iteration 29Q: 3 clusters Score -868986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -868988.187500 Penalty: 4421.321289
	Iteration 30Q: 3 clusters Score -868988.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -868991.875000 Penalty: 4421.321289
	Iteration 31Q: 3 clusters Score -868991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -868991.437500 Penalty: 4421.321289
	Iteration 32Q: 3 clusters Score -868991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -868992.750000 Penalty: 4421.321289
	Iteration 33Q: 3 clusters Score -868992.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -868996.687500 Penalty: 4421.321289
	Iteration 34Q: 3 clusters Score -868996.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -868998.125000 Penalty: 4421.321289
	Iteration 35Q: 3 clusters Score -868998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -869000.250000 Penalty: 4421.321289
	Iteration 36Q: 3 clusters Score -869000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -869001.812500 Penalty: 4421.321289
	Iteration 37Q: 3 clusters Score -869001.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -869005.250000 Penalty: 4421.321289
	Iteration 38Q: 3 clusters Score -869005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -869004.312500 Penalty: 4421.321289
	Iteration 39Q: 3 clusters Score -869004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -869006.375000 Penalty: 4421.321289
	Iteration 40F: 3 clusters Score -869006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -869009.250000 Penalty: 4421.321289
	Iteration 41Q: 3 clusters Score -869009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -869008.812500 Penalty: 4421.321289
	Iteration 42Q: 3 clusters Score -869008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -869008.625000 Penalty: 4421.321289
	Iteration 43Q: 3 clusters Score -869008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -869008.812500 Penalty: 4421.321289
	Iteration 44Q: 3 clusters Score -869008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -869008.062500 Penalty: 4421.321289
	Iteration 45Q: 3 clusters Score -869008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -869008.062500 Penalty: 4421.321289
	Iteration 46F: 3 clusters Score -869008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Entering Unmasked Estep 
Score: -995330.937500 Penalty: 2243.830566
	Iteration 0F: 2 clusters Score -995330.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -988662.062500 Penalty: 4487.661133
	Iteration 0F: 3 clusters Score -988662.1 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -990691.812500 Penalty: 4487.661133
	Iteration 1F: 3 clusters Score -990691.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -991148.625000 Penalty: 4487.661133
	Iteration 2F: 3 clusters Score -991148.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -991563.312500 Penalty: 4487.661133
	Iteration 3F: 3 clusters Score -991563.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -991929.437500 Penalty: 4487.661133
	Iteration 4F: 3 clusters Score -991929.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -992263.062500 Penalty: 4487.661133
	Iteration 5F: 3 clusters Score -992263.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -992533.062500 Penalty: 4487.661133
	Iteration 6F: 3 clusters Score -992533.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -992718.562500 Penalty: 4487.661133
	Iteration 7Q: 3 clusters Score -992718.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -992847.312500 Penalty: 4487.661133
	Iteration 8Q: 3 clusters Score -992847.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -992963.312500 Penalty: 4487.661133
	Iteration 9Q: 3 clusters Score -992963.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -993053.000000 Penalty: 4487.661133
	Iteration 10Q: 3 clusters Score -993053 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -993120.812500 Penalty: 4487.661133
	Iteration 11Q: 3 clusters Score -993120.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -993173.687500 Penalty: 4487.661133
	Iteration 12Q: 3 clusters Score -993173.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -993216.375000 Penalty: 4487.661133
	Iteration 13Q: 3 clusters Score -993216.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -993253.625000 Penalty: 4487.661133
	Iteration 14Q: 3 clusters Score -993253.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -993282.187500 Penalty: 4487.661133
	Iteration 15Q: 3 clusters Score -993282.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -993303.750000 Penalty: 4487.661133
	Iteration 16Q: 3 clusters Score -993303.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -993324.000000 Penalty: 4487.661133
	Iteration 17Q: 3 clusters Score -993324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -993342.625000 Penalty: 4487.661133
	Iteration 18Q: 3 clusters Score -993342.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -993354.375000 Penalty: 4487.661133
	Iteration 19Q: 3 clusters Score -993354.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -993363.875000 Penalty: 4487.661133
	Iteration 20F: 3 clusters Score -993363.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -993381.875000 Penalty: 4487.661133
	Iteration 21Q: 3 clusters Score -993381.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -993395.562500 Penalty: 4487.661133
	Iteration 22Q: 3 clusters Score -993395.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -993408.875000 Penalty: 4487.661133
	Iteration 23Q: 3 clusters Score -993408.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -993420.750000 Penalty: 4487.661133
	Iteration 24Q: 3 clusters Score -993420.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -993430.437500 Penalty: 4487.661133
	Iteration 25Q: 3 clusters Score -993430.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -993438.562500 Penalty: 4487.661133
	Iteration 26Q: 3 clusters Score -993438.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -993451.062500 Penalty: 4487.661133
	Iteration 27Q: 3 clusters Score -993451.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -993459.187500 Penalty: 4487.661133
	Iteration 28Q: 3 clusters Score -993459.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -993468.500000 Penalty: 4487.661133
	Iteration 29Q: 3 clusters Score -993468.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -993478.437500 Penalty: 4487.661133
	Iteration 30Q: 3 clusters Score -993478.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -993485.437500 Penalty: 4487.661133
	Iteration 31Q: 3 clusters Score -993485.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -993489.750000 Penalty: 4487.661133
	Iteration 32Q: 3 clusters Score -993489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -993492.812500 Penalty: 4487.661133
	Iteration 33Q: 3 clusters Score -993492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -993495.000000 Penalty: 4487.661133
	Iteration 34Q: 3 clusters Score -993495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -993497.000000 Penalty: 4487.661133
	Iteration 35Q: 3 clusters Score -993497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -993500.187500 Penalty: 4487.661133
	Iteration 36Q: 3 clusters Score -993500.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -993503.812500 Penalty: 4487.661133
	Iteration 37Q: 3 clusters Score -993503.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -993504.250000 Penalty: 4487.661133
	Iteration 38Q: 3 clusters Score -993504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -993504.937500 Penalty: 4487.661133
	Iteration 39Q: 3 clusters Score -993504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -993505.625000 Penalty: 4487.661133
	Iteration 40F: 3 clusters Score -993505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -993506.500000 Penalty: 4487.661133
	Iteration 41Q: 3 clusters Score -993506.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -993511.562500 Penalty: 4487.661133
	Iteration 42Q: 3 clusters Score -993511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -993513.562500 Penalty: 4487.661133
	Iteration 43Q: 3 clusters Score -993513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -993512.437500 Penalty: 4487.661133
	Iteration 44Q: 3 clusters Score -993512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -993513.437500 Penalty: 4487.661133
	Iteration 45Q: 3 clusters Score -993513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -993512.812500 Penalty: 4487.661133
	Iteration 46Q: 3 clusters Score -993512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -993512.812500 Penalty: 4487.661133
	Iteration 47Q: 3 clusters Score -993512.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -993512.812500 Penalty: 4487.661133
	Iteration 48F: 3 clusters Score -993512.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Entering Unmasked Estep 
Score: -465608.000000 Penalty: 2011.609375
	Iteration 0F: 2 clusters Score -465608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -462287.937500 Penalty: 4023.218750
	Iteration 0F: 3 clusters Score -462287.9 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -463944.406250 Penalty: 4023.218750
	Iteration 1F: 3 clusters Score -463944.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -465011.000000 Penalty: 4023.218750
	Iteration 2F: 3 clusters Score -465011 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -465687.218750 Penalty: 4023.218750
	Iteration 3F: 3 clusters Score -465687.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -465981.687500 Penalty: 4023.218750
	Iteration 4F: 3 clusters Score -465981.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -466226.187500 Penalty: 4023.218750
	Iteration 5Q: 3 clusters Score -466226.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -466404.406250 Penalty: 4023.218750
	Iteration 6Q: 3 clusters Score -466404.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -466561.625000 Penalty: 4023.218750
	Iteration 7Q: 3 clusters Score -466561.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -466647.750000 Penalty: 4023.218750
	Iteration 8Q: 3 clusters Score -466647.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -466711.625000 Penalty: 4023.218750
	Iteration 9Q: 3 clusters Score -466711.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -466766.312500 Penalty: 4023.218750
	Iteration 10Q: 3 clusters Score -466766.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -466829.406250 Penalty: 4023.218750
	Iteration 11Q: 3 clusters Score -466829.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -466872.250000 Penalty: 4023.218750
	Iteration 12Q: 3 clusters Score -466872.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -466899.468750 Penalty: 4023.218750
	Iteration 13Q: 3 clusters Score -466899.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -466920.718750 Penalty: 4023.218750
	Iteration 14Q: 3 clusters Score -466920.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -466931.656250 Penalty: 4023.218750
	Iteration 15Q: 3 clusters Score -466931.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -466951.156250 Penalty: 4023.218750
	Iteration 16Q: 3 clusters Score -466951.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -466989.218750 Penalty: 4023.218750
	Iteration 17Q: 3 clusters Score -466989.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -467018.468750 Penalty: 4023.218750
	Iteration 18Q: 3 clusters Score -467018.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -467030.718750 Penalty: 4023.218750
	Iteration 19Q: 3 clusters Score -467030.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -467041.156250 Penalty: 4023.218750
	Iteration 20F: 3 clusters Score -467041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -467045.625000 Penalty: 4023.218750
	Iteration 21Q: 3 clusters Score -467045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -467047.718750 Penalty: 4023.218750
	Iteration 22Q: 3 clusters Score -467047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -467049.750000 Penalty: 4023.218750
	Iteration 23Q: 3 clusters Score -467049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -467049.406250 Penalty: 4023.218750
	Iteration 24Q: 3 clusters Score -467049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -467049.406250 Penalty: 4023.218750
	Iteration 25F: 3 clusters Score -467049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 22026 members 
Mstep: Class 10 contains 2656 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20242 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 51013 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 1241 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 169453 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40916 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 3362 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 1256 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 2002 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 10983 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19940 members 
Mstep: Class 55 contains 184622 members 
Mstep: Class 56 contains 27426 members 
Mstep: Class 57 contains 5338 members 
Mstep: Class 58 contains 2327 members 
Mstep: Class 59 contains 406 members 
Mstep: Class 60 contains 2538 members 
Mstep: Class 61 contains 741 members 
Mstep: Class 62 contains 760 members 
Mstep: Class 63 contains 1330 members 
Entering Unmasked Estep 
Score: -133751560.000000 Penalty: 218415.500000
Splitting cluster 48 changes total score from -133741904.000000 to -133751560.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 49 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -486170.125000 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -486170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -482170.468750 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -482170.5 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -483152.875000 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -483152.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -483345.406250 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -483345.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -483457.437500 Penalty: 4142.632812
	Iteration 3F: 3 clusters Score -483457.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -483524.000000 Penalty: 4142.632812
	Iteration 4Q: 3 clusters Score -483524 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -483569.937500 Penalty: 4142.632812
	Iteration 5Q: 3 clusters Score -483569.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -483619.593750 Penalty: 4142.632812
	Iteration 6Q: 3 clusters Score -483619.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -483659.656250 Penalty: 4142.632812
	Iteration 7Q: 3 clusters Score -483659.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -483695.718750 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -483695.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -483727.312500 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -483727.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -483755.906250 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -483755.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -483776.875000 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -483776.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -483789.937500 Penalty: 4142.632812
	Iteration 12Q: 3 clusters Score -483789.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -483800.593750 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -483800.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -483806.687500 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -483806.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -483810.781250 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -483810.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -483816.968750 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -483817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -483824.250000 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -483824.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -483829.375000 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -483829.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -483837.593750 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -483837.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -483846.062500 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -483846.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -483855.687500 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -483855.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -483863.968750 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -483864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -483869.781250 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -483869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -483875.343750 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -483875.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -483879.843750 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -483879.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -483884.406250 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -483884.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -483890.781250 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -483890.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -483897.093750 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -483897.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -483901.687500 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -483901.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -483908.062500 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -483908.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -483915.843750 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -483915.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -483923.156250 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -483923.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -483929.906250 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -483929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -483934.843750 Penalty: 4142.632812
	Iteration 34Q: 3 clusters Score -483934.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -483939.062500 Penalty: 4142.632812
	Iteration 35Q: 3 clusters Score -483939.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -483945.062500 Penalty: 4142.632812
	Iteration 36Q: 3 clusters Score -483945.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -483950.968750 Penalty: 4142.632812
	Iteration 37Q: 3 clusters Score -483951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -483957.500000 Penalty: 4142.632812
	Iteration 38Q: 3 clusters Score -483957.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -483961.312500 Penalty: 4142.632812
	Iteration 39Q: 3 clusters Score -483961.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -483964.750000 Penalty: 4142.632812
	Iteration 40F: 3 clusters Score -483964.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -483968.437500 Penalty: 4142.632812
	Iteration 41Q: 3 clusters Score -483968.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -483969.250000 Penalty: 4142.632812
	Iteration 42Q: 3 clusters Score -483969.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -483971.718750 Penalty: 4142.632812
	Iteration 43Q: 3 clusters Score -483971.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -483974.062500 Penalty: 4142.632812
	Iteration 44Q: 3 clusters Score -483974.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -483978.906250 Penalty: 4142.632812
	Iteration 45Q: 3 clusters Score -483978.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -483984.687500 Penalty: 4142.632812
	Iteration 46Q: 3 clusters Score -483984.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -483988.125000 Penalty: 4142.632812
	Iteration 47Q: 3 clusters Score -483988.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -483991.625000 Penalty: 4142.632812
	Iteration 48Q: 3 clusters Score -483991.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -483995.000000 Penalty: 4142.632812
	Iteration 49Q: 3 clusters Score -483995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -483997.156250 Penalty: 4142.632812
	Iteration 50Q: 3 clusters Score -483997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -483998.843750 Penalty: 4142.632812
	Iteration 51Q: 3 clusters Score -483998.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -484000.531250 Penalty: 4142.632812
	Iteration 52Q: 3 clusters Score -484000.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -484004.281250 Penalty: 4142.632812
	Iteration 53Q: 3 clusters Score -484004.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -484009.093750 Penalty: 4142.632812
	Iteration 54Q: 3 clusters Score -484009.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -484013.562500 Penalty: 4142.632812
	Iteration 55Q: 3 clusters Score -484013.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -484017.312500 Penalty: 4142.632812
	Iteration 56Q: 3 clusters Score -484017.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -484022.687500 Penalty: 4142.632812
	Iteration 57Q: 3 clusters Score -484022.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -484028.750000 Penalty: 4142.632812
	Iteration 58Q: 3 clusters Score -484028.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -484034.125000 Penalty: 4142.632812
	Iteration 59Q: 3 clusters Score -484034.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -484040.062500 Penalty: 4142.632812
	Iteration 60F: 3 clusters Score -484040.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -484047.687500 Penalty: 4142.632812
	Iteration 61Q: 3 clusters Score -484047.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -484055.562500 Penalty: 4142.632812
	Iteration 62Q: 3 clusters Score -484055.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -484062.281250 Penalty: 4142.632812
	Iteration 63Q: 3 clusters Score -484062.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -484070.312500 Penalty: 4142.632812
	Iteration 64Q: 3 clusters Score -484070.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -484080.343750 Penalty: 4142.632812
	Iteration 65Q: 3 clusters Score -484080.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -484086.562500 Penalty: 4142.632812
	Iteration 66Q: 3 clusters Score -484086.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -484094.750000 Penalty: 4142.632812
	Iteration 67Q: 3 clusters Score -484094.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -484100.187500 Penalty: 4142.632812
	Iteration 68Q: 3 clusters Score -484100.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -484106.031250 Penalty: 4142.632812
	Iteration 69Q: 3 clusters Score -484106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -484109.000000 Penalty: 4142.632812
	Iteration 70Q: 3 clusters Score -484109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -484115.343750 Penalty: 4142.632812
	Iteration 71Q: 3 clusters Score -484115.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -484122.000000 Penalty: 4142.632812
	Iteration 72Q: 3 clusters Score -484122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -484127.500000 Penalty: 4142.632812
	Iteration 73Q: 3 clusters Score -484127.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -484133.437500 Penalty: 4142.632812
	Iteration 74Q: 3 clusters Score -484133.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -484137.593750 Penalty: 4142.632812
	Iteration 75Q: 3 clusters Score -484137.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -484141.906250 Penalty: 4142.632812
	Iteration 76Q: 3 clusters Score -484141.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -484143.875000 Penalty: 4142.632812
	Iteration 77Q: 3 clusters Score -484143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -484145.687500 Penalty: 4142.632812
	Iteration 78Q: 3 clusters Score -484145.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -484149.500000 Penalty: 4142.632812
	Iteration 79Q: 3 clusters Score -484149.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -484151.906250 Penalty: 4142.632812
	Iteration 80F: 3 clusters Score -484151.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -484155.562500 Penalty: 4142.632812
	Iteration 81Q: 3 clusters Score -484155.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -484159.281250 Penalty: 4142.632812
	Iteration 82Q: 3 clusters Score -484159.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -484161.000000 Penalty: 4142.632812
	Iteration 83Q: 3 clusters Score -484161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -484163.031250 Penalty: 4142.632812
	Iteration 84Q: 3 clusters Score -484163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -484166.593750 Penalty: 4142.632812
	Iteration 85Q: 3 clusters Score -484166.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -484167.187500 Penalty: 4142.632812
	Iteration 86Q: 3 clusters Score -484167.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -484171.312500 Penalty: 4142.632812
	Iteration 87Q: 3 clusters Score -484171.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -484174.250000 Penalty: 4142.632812
	Iteration 88Q: 3 clusters Score -484174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -484175.500000 Penalty: 4142.632812
	Iteration 89Q: 3 clusters Score -484175.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -484177.937500 Penalty: 4142.632812
	Iteration 90Q: 3 clusters Score -484177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -484180.656250 Penalty: 4142.632812
	Iteration 91Q: 3 clusters Score -484180.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -484182.531250 Penalty: 4142.632812
	Iteration 92Q: 3 clusters Score -484182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -484182.750000 Penalty: 4142.632812
	Iteration 93Q: 3 clusters Score -484182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -484183.312500 Penalty: 4142.632812
	Iteration 94Q: 3 clusters Score -484183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -484184.343750 Penalty: 4142.632812
	Iteration 95Q: 3 clusters Score -484184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -484185.281250 Penalty: 4142.632812
	Iteration 96Q: 3 clusters Score -484185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -484185.281250 Penalty: 4142.632812
	Iteration 97F: 3 clusters Score -484185.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Entering Unmasked Estep 
Score: -756229.750000 Penalty: 2169.815674
	Iteration 0F: 2 clusters Score -756229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -750865.750000 Penalty: 4339.631348
	Iteration 0F: 3 clusters Score -750865.8 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -752182.687500 Penalty: 4339.631348
	Iteration 1F: 3 clusters Score -752182.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -752428.000000 Penalty: 4339.631348
	Iteration 2F: 3 clusters Score -752428 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -752597.187500 Penalty: 4339.631348
	Iteration 3F: 3 clusters Score -752597.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -752745.500000 Penalty: 4339.631348
	Iteration 4Q: 3 clusters Score -752745.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -752865.500000 Penalty: 4339.631348
	Iteration 5Q: 3 clusters Score -752865.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -752979.750000 Penalty: 4339.631348
	Iteration 6Q: 3 clusters Score -752979.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -753086.062500 Penalty: 4339.631348
	Iteration 7Q: 3 clusters Score -753086.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -753174.062500 Penalty: 4339.631348
	Iteration 8Q: 3 clusters Score -753174.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -753256.312500 Penalty: 4339.631348
	Iteration 9Q: 3 clusters Score -753256.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -753343.062500 Penalty: 4339.631348
	Iteration 10Q: 3 clusters Score -753343.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -753423.312500 Penalty: 4339.631348
	Iteration 11Q: 3 clusters Score -753423.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -753516.500000 Penalty: 4339.631348
	Iteration 12Q: 3 clusters Score -753516.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -753599.875000 Penalty: 4339.631348
	Iteration 13Q: 3 clusters Score -753599.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -753673.625000 Penalty: 4339.631348
	Iteration 14Q: 3 clusters Score -753673.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -753746.187500 Penalty: 4339.631348
	Iteration 15Q: 3 clusters Score -753746.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -753804.437500 Penalty: 4339.631348
	Iteration 16Q: 3 clusters Score -753804.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -753841.937500 Penalty: 4339.631348
	Iteration 17Q: 3 clusters Score -753841.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -753875.562500 Penalty: 4339.631348
	Iteration 18Q: 3 clusters Score -753875.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -753907.125000 Penalty: 4339.631348
	Iteration 19Q: 3 clusters Score -753907.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -753928.937500 Penalty: 4339.631348
	Iteration 20F: 3 clusters Score -753928.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -753947.625000 Penalty: 4339.631348
	Iteration 21Q: 3 clusters Score -753947.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -753959.125000 Penalty: 4339.631348
	Iteration 22Q: 3 clusters Score -753959.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -753970.687500 Penalty: 4339.631348
	Iteration 23Q: 3 clusters Score -753970.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -753979.312500 Penalty: 4339.631348
	Iteration 24Q: 3 clusters Score -753979.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -753983.062500 Penalty: 4339.631348
	Iteration 25Q: 3 clusters Score -753983.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -753986.312500 Penalty: 4339.631348
	Iteration 26Q: 3 clusters Score -753986.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -753992.500000 Penalty: 4339.631348
	Iteration 27Q: 3 clusters Score -753992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -753991.812500 Penalty: 4339.631348
	Iteration 28Q: 3 clusters Score -753991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -753995.375000 Penalty: 4339.631348
	Iteration 29Q: 3 clusters Score -753995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -753996.812500 Penalty: 4339.631348
	Iteration 30Q: 3 clusters Score -753996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -753996.812500 Penalty: 4339.631348
	Iteration 31Q: 3 clusters Score -753996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -753997.687500 Penalty: 4339.631348
	Iteration 32Q: 3 clusters Score -753997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -753999.312500 Penalty: 4339.631348
	Iteration 33Q: 3 clusters Score -753999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -753999.687500 Penalty: 4339.631348
	Iteration 34Q: 3 clusters Score -753999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -754001.250000 Penalty: 4339.631348
	Iteration 35Q: 3 clusters Score -754001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -754003.562500 Penalty: 4339.631348
	Iteration 36Q: 3 clusters Score -754003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -754005.562500 Penalty: 4339.631348
	Iteration 37Q: 3 clusters Score -754005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -754007.187500 Penalty: 4339.631348
	Iteration 38Q: 3 clusters Score -754007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -754010.250000 Penalty: 4339.631348
	Iteration 39Q: 3 clusters Score -754010.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -754012.062500 Penalty: 4339.631348
	Iteration 40F: 3 clusters Score -754012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -754013.937500 Penalty: 4339.631348
	Iteration 41Q: 3 clusters Score -754013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -754013.062500 Penalty: 4339.631348
	Iteration 42Q: 3 clusters Score -754013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -754014.000000 Penalty: 4339.631348
	Iteration 43Q: 3 clusters Score -754014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -754016.625000 Penalty: 4339.631348
	Iteration 44Q: 3 clusters Score -754016.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -754017.125000 Penalty: 4339.631348
	Iteration 45Q: 3 clusters Score -754017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -754020.625000 Penalty: 4339.631348
	Iteration 46Q: 3 clusters Score -754020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -754020.000000 Penalty: 4339.631348
	Iteration 47Q: 3 clusters Score -754020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -754020.625000 Penalty: 4339.631348
	Iteration 48Q: 3 clusters Score -754020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -754022.562500 Penalty: 4339.631348
	Iteration 49Q: 3 clusters Score -754022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -754022.000000 Penalty: 4339.631348
	Iteration 50Q: 3 clusters Score -754022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -754022.062500 Penalty: 4339.631348
	Iteration 51Q: 3 clusters Score -754022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -754022.375000 Penalty: 4339.631348
	Iteration 52Q: 3 clusters Score -754022.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -754022.375000 Penalty: 4339.631348
	Iteration 53F: 3 clusters Score -754022.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -74284.640625 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -74284.64 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 403 members 
Entering Unmasked Estep 
Score: -72608.445312 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -72608.45 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73109.570312 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -73109.57 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -73559.617188 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -73559.62 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74037.281250 Penalty: 3311.208252
	Iteration 3F: 3 clusters Score -74037.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -74281.617188 Penalty: 3311.208252
	Iteration 4F: 3 clusters Score -74281.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74383.664062 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -74383.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74438.679688 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -74438.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -74458.375000 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -74458.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -74466.515625 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -74466.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74469.484375 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -74469.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74476.648438 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -74476.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74490.007812 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -74490.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74499.789062 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -74499.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74499.789062 Penalty: 3311.208252
	Iteration 13F: 3 clusters Score -74499.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 22026 members 
Mstep: Class 10 contains 2656 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20242 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 51013 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 1241 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 169453 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40916 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 3362 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 1256 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 2002 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 10983 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19940 members 
Mstep: Class 55 contains 184622 members 
Mstep: Class 56 contains 27426 members 
Mstep: Class 57 contains 5338 members 
Mstep: Class 58 contains 2327 members 
Mstep: Class 59 contains 406 members 
Mstep: Class 60 contains 2538 members 
Mstep: Class 61 contains 741 members 
Mstep: Class 62 contains 760 members 
Mstep: Class 63 contains 1330 members 
Mstep: Class 64 contains 444 members 
Entering Unmasked Estep 
Score: -133749832.000000 Penalty: 221882.406250
Splitting cluster 51 changes total score from -133741904.000000 to -133749832.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 52 (10983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Entering Unmasked Estep 
Score: -1240818.750000 Penalty: 2307.417725
	Iteration 0F: 2 clusters Score -1240819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1232499.875000 Penalty: 4614.835449
	Iteration 0F: 3 clusters Score -1232500 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1234982.000000 Penalty: 4614.835449
	Iteration 1F: 3 clusters Score -1234982 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1235403.250000 Penalty: 4614.835449
	Iteration 2F: 3 clusters Score -1235403 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1235790.750000 Penalty: 4614.835449
	Iteration 3F: 3 clusters Score -1235791 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1236180.375000 Penalty: 4614.835449
	Iteration 4F: 3 clusters Score -1236180 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1236556.375000 Penalty: 4614.835449
	Iteration 5F: 3 clusters Score -1236556 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1236965.125000 Penalty: 4614.835449
	Iteration 6F: 3 clusters Score -1236965 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1237308.250000 Penalty: 4614.835449
	Iteration 7Q: 3 clusters Score -1237308 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1237633.625000 Penalty: 4614.835449
	Iteration 8Q: 3 clusters Score -1237634 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1237883.000000 Penalty: 4614.835449
	Iteration 9Q: 3 clusters Score -1237883 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1238084.875000 Penalty: 4614.835449
	Iteration 10Q: 3 clusters Score -1238085 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1238248.000000 Penalty: 4614.835449
	Iteration 11Q: 3 clusters Score -1238248 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1238375.125000 Penalty: 4614.835449
	Iteration 12Q: 3 clusters Score -1238375 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1238472.500000 Penalty: 4614.835449
	Iteration 13Q: 3 clusters Score -1238472 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1238544.625000 Penalty: 4614.835449
	Iteration 14Q: 3 clusters Score -1238545 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1238597.500000 Penalty: 4614.835449
	Iteration 15Q: 3 clusters Score -1238598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1238639.250000 Penalty: 4614.835449
	Iteration 16Q: 3 clusters Score -1238639 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1238668.375000 Penalty: 4614.835449
	Iteration 17Q: 3 clusters Score -1238668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1238702.625000 Penalty: 4614.835449
	Iteration 18Q: 3 clusters Score -1238703 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1238735.000000 Penalty: 4614.835449
	Iteration 19Q: 3 clusters Score -1238735 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1238755.875000 Penalty: 4614.835449
	Iteration 20F: 3 clusters Score -1238756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1238782.625000 Penalty: 4614.835449
	Iteration 21Q: 3 clusters Score -1238783 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1238811.875000 Penalty: 4614.835449
	Iteration 22Q: 3 clusters Score -1238812 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1238841.375000 Penalty: 4614.835449
	Iteration 23Q: 3 clusters Score -1238841 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1238870.250000 Penalty: 4614.835449
	Iteration 24Q: 3 clusters Score -1238870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1238904.500000 Penalty: 4614.835449
	Iteration 25Q: 3 clusters Score -1238904 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1238934.000000 Penalty: 4614.835449
	Iteration 26Q: 3 clusters Score -1238934 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1238962.125000 Penalty: 4614.835449
	Iteration 27Q: 3 clusters Score -1238962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1239000.125000 Penalty: 4614.835449
	Iteration 28Q: 3 clusters Score -1239000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1239025.250000 Penalty: 4614.835449
	Iteration 29Q: 3 clusters Score -1239025 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1239062.500000 Penalty: 4614.835449
	Iteration 30Q: 3 clusters Score -1239062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1239092.250000 Penalty: 4614.835449
	Iteration 31Q: 3 clusters Score -1239092 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1239129.125000 Penalty: 4614.835449
	Iteration 32Q: 3 clusters Score -1239129 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1239175.375000 Penalty: 4614.835449
	Iteration 33Q: 3 clusters Score -1239175 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1239217.250000 Penalty: 4614.835449
	Iteration 34Q: 3 clusters Score -1239217 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1239258.250000 Penalty: 4614.835449
	Iteration 35Q: 3 clusters Score -1239258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1239310.500000 Penalty: 4614.835449
	Iteration 36Q: 3 clusters Score -1239310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1239365.875000 Penalty: 4614.835449
	Iteration 37Q: 3 clusters Score -1239366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1239421.500000 Penalty: 4614.835449
	Iteration 38Q: 3 clusters Score -1239422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1239474.375000 Penalty: 4614.835449
	Iteration 39Q: 3 clusters Score -1239474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1239536.125000 Penalty: 4614.835449
	Iteration 40F: 3 clusters Score -1239536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1239589.625000 Penalty: 4614.835449
	Iteration 41Q: 3 clusters Score -1239590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1239632.750000 Penalty: 4614.835449
	Iteration 42Q: 3 clusters Score -1239633 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1239679.125000 Penalty: 4614.835449
	Iteration 43Q: 3 clusters Score -1239679 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1239715.250000 Penalty: 4614.835449
	Iteration 44Q: 3 clusters Score -1239715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1239758.250000 Penalty: 4614.835449
	Iteration 45Q: 3 clusters Score -1239758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1239809.250000 Penalty: 4614.835449
	Iteration 46Q: 3 clusters Score -1239809 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1239843.250000 Penalty: 4614.835449
	Iteration 47Q: 3 clusters Score -1239843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1239869.125000 Penalty: 4614.835449
	Iteration 48Q: 3 clusters Score -1239869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1239891.500000 Penalty: 4614.835449
	Iteration 49Q: 3 clusters Score -1239892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1239918.875000 Penalty: 4614.835449
	Iteration 50Q: 3 clusters Score -1239919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1239929.625000 Penalty: 4614.835449
	Iteration 51Q: 3 clusters Score -1239930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1239941.875000 Penalty: 4614.835449
	Iteration 52Q: 3 clusters Score -1239942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1239947.875000 Penalty: 4614.835449
	Iteration 53Q: 3 clusters Score -1239948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1239951.750000 Penalty: 4614.835449
	Iteration 54Q: 3 clusters Score -1239952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1239958.750000 Penalty: 4614.835449
	Iteration 55Q: 3 clusters Score -1239959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1239961.000000 Penalty: 4614.835449
	Iteration 56Q: 3 clusters Score -1239961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1239963.000000 Penalty: 4614.835449
	Iteration 57Q: 3 clusters Score -1239963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1239963.375000 Penalty: 4614.835449
	Iteration 58Q: 3 clusters Score -1239963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1239968.500000 Penalty: 4614.835449
	Iteration 59Q: 3 clusters Score -1239968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1239968.750000 Penalty: 4614.835449
	Iteration 60F: 3 clusters Score -1239969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1239968.250000 Penalty: 4614.835449
	Iteration 61Q: 3 clusters Score -1239968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1239968.375000 Penalty: 4614.835449
	Iteration 62Q: 3 clusters Score -1239968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1239968.500000 Penalty: 4614.835449
	Iteration 63Q: 3 clusters Score -1239968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1239969.875000 Penalty: 4614.835449
	Iteration 64Q: 3 clusters Score -1239970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1239970.000000 Penalty: 4614.835449
	Iteration 65Q: 3 clusters Score -1239970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1239969.875000 Penalty: 4614.835449
	Iteration 66Q: 3 clusters Score -1239970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1239969.625000 Penalty: 4614.835449
	Iteration 67Q: 3 clusters Score -1239970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1239971.000000 Penalty: 4614.835449
	Iteration 68Q: 3 clusters Score -1239971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1239972.500000 Penalty: 4614.835449
	Iteration 69Q: 3 clusters Score -1239972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1239972.500000 Penalty: 4614.835449
	Iteration 70F: 3 clusters Score -1239972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -37581.828125 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -37581.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36408.433594 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -36408.43 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36677.597656 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -36677.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36809.601562 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -36809.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36854.078125 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -36854.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36870.609375 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -36870.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36884.460938 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -36884.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36902.476562 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -36902.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36907.367188 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -36907.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36911.363281 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -36911.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36911.363281 Penalty: 2918.127930
	Iteration 9F: 3 clusters Score -36911.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (19940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Entering Unmasked Estep 
Score: -2313484.750000 Penalty: 2455.319824
	Iteration 0F: 2 clusters Score -2313485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2299525.250000 Penalty: 4910.639648
	Iteration 0F: 3 clusters Score -2299525 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2304238.000000 Penalty: 4910.639648
	Iteration 1F: 3 clusters Score -2304238 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2304654.000000 Penalty: 4910.639648
	Iteration 2F: 3 clusters Score -2304654 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2305017.500000 Penalty: 4910.639648
	Iteration 3Q: 3 clusters Score -2305018 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2305353.500000 Penalty: 4910.639648
	Iteration 4Q: 3 clusters Score -2305354 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2305676.000000 Penalty: 4910.639648
	Iteration 5Q: 3 clusters Score -2305676 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2306061.750000 Penalty: 4910.639648
	Iteration 6Q: 3 clusters Score -2306062 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2306474.250000 Penalty: 4910.639648
	Iteration 7Q: 3 clusters Score -2306474 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2306916.750000 Penalty: 4910.639648
	Iteration 8Q: 3 clusters Score -2306917 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2307433.750000 Penalty: 4910.639648
	Iteration 9Q: 3 clusters Score -2307434 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2308013.500000 Penalty: 4910.639648
	Iteration 10Q: 3 clusters Score -2308014 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2308682.500000 Penalty: 4910.639648
	Iteration 11Q: 3 clusters Score -2308682 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2309460.250000 Penalty: 4910.639648
	Iteration 12Q: 3 clusters Score -2309460 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2310241.000000 Penalty: 4910.639648
	Iteration 13Q: 3 clusters Score -2310241 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2310839.750000 Penalty: 4910.639648
	Iteration 14Q: 3 clusters Score -2310840 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2311193.500000 Penalty: 4910.639648
	Iteration 15Q: 3 clusters Score -2311194 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2311393.250000 Penalty: 4910.639648
	Iteration 16Q: 3 clusters Score -2311393 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2311513.250000 Penalty: 4910.639648
	Iteration 17Q: 3 clusters Score -2311513 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2311598.250000 Penalty: 4910.639648
	Iteration 18Q: 3 clusters Score -2311598 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2311661.500000 Penalty: 4910.639648
	Iteration 19Q: 3 clusters Score -2311662 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2311688.500000 Penalty: 4910.639648
	Iteration 20F: 3 clusters Score -2311688 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2311710.250000 Penalty: 4910.639648
	Iteration 21Q: 3 clusters Score -2311710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2311733.250000 Penalty: 4910.639648
	Iteration 22Q: 3 clusters Score -2311733 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2311745.500000 Penalty: 4910.639648
	Iteration 23Q: 3 clusters Score -2311746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2311768.000000 Penalty: 4910.639648
	Iteration 24Q: 3 clusters Score -2311768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2311779.250000 Penalty: 4910.639648
	Iteration 25Q: 3 clusters Score -2311779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2311792.500000 Penalty: 4910.639648
	Iteration 26Q: 3 clusters Score -2311792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2311803.750000 Penalty: 4910.639648
	Iteration 27Q: 3 clusters Score -2311804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2311810.000000 Penalty: 4910.639648
	Iteration 28Q: 3 clusters Score -2311810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2311815.750000 Penalty: 4910.639648
	Iteration 29Q: 3 clusters Score -2311816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2311820.000000 Penalty: 4910.639648
	Iteration 30Q: 3 clusters Score -2311820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2311827.000000 Penalty: 4910.639648
	Iteration 31Q: 3 clusters Score -2311827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2311826.750000 Penalty: 4910.639648
	Iteration 32Q: 3 clusters Score -2311827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2311821.250000 Penalty: 4910.639648
	Iteration 33Q: 3 clusters Score -2311821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2311828.500000 Penalty: 4910.639648
	Iteration 34Q: 3 clusters Score -2311828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2311831.250000 Penalty: 4910.639648
	Iteration 35Q: 3 clusters Score -2311831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2311835.000000 Penalty: 4910.639648
	Iteration 36Q: 3 clusters Score -2311835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2311832.500000 Penalty: 4910.639648
	Iteration 37Q: 3 clusters Score -2311832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2311831.250000 Penalty: 4910.639648
	Iteration 38Q: 3 clusters Score -2311831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2311828.250000 Penalty: 4910.639648
	Iteration 39Q: 3 clusters Score -2311828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2311828.500000 Penalty: 4910.639648
	Iteration 40F: 3 clusters Score -2311828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2311830.000000 Penalty: 4910.639648
	Iteration 41Q: 3 clusters Score -2311830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2311827.750000 Penalty: 4910.639648
	Iteration 42Q: 3 clusters Score -2311828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2311831.500000 Penalty: 4910.639648
	Iteration 43Q: 3 clusters Score -2311832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2311830.250000 Penalty: 4910.639648
	Iteration 44Q: 3 clusters Score -2311830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2311830.250000 Penalty: 4910.639648
	Iteration 45F: 3 clusters Score -2311830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (184622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184622 members 
Entering Unmasked Estep 
Score: -21795004.000000 Penalty: 3007.264404
	Iteration 0F: 2 clusters Score -2.1795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -21673478.000000 Penalty: 6014.528809
	Iteration 0F: 3 clusters Score -2.167348e+07 nChanged 88684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 93677 members 
Entering Unmasked Estep 
Score: -21725382.000000 Penalty: 6014.528809
	Iteration 1F: 3 clusters Score -2.172538e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -21727096.000000 Penalty: 6014.528809
	Iteration 2Q: 3 clusters Score -2.17271e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -21729276.000000 Penalty: 6014.528809
	Iteration 3Q: 3 clusters Score -2.172928e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -21732776.000000 Penalty: 6014.528809
	Iteration 4Q: 3 clusters Score -2.173278e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -21737794.000000 Penalty: 6014.528809
	Iteration 5F: 3 clusters Score -2.173779e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 111602 members 
Entering Unmasked Estep 
Score: -21743058.000000 Penalty: 6014.528809
	Iteration 6F: 3 clusters Score -2.174306e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 118403 members 
Entering Unmasked Estep 
Score: -21748560.000000 Penalty: 6014.528809
	Iteration 7F: 3 clusters Score -2.174856e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -21753638.000000 Penalty: 6014.528809
	Iteration 8F: 3 clusters Score -2.175364e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 133870 members 
Entering Unmasked Estep 
Score: -21758352.000000 Penalty: 6014.528809
	Iteration 9F: 3 clusters Score -2.175835e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 142145 members 
Entering Unmasked Estep 
Score: -21762986.000000 Penalty: 6014.528809
	Iteration 10Q: 3 clusters Score -2.176299e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 150800 members 
Entering Unmasked Estep 
Score: -21768160.000000 Penalty: 6014.528809
	Iteration 11Q: 3 clusters Score -2.176816e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 159542 members 
Entering Unmasked Estep 
Score: -21774072.000000 Penalty: 6014.528809
	Iteration 12Q: 3 clusters Score -2.177407e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 167706 members 
Entering Unmasked Estep 
Score: -21780206.000000 Penalty: 6014.528809
	Iteration 13Q: 3 clusters Score -2.178021e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 174390 members 
Entering Unmasked Estep 
Score: -21785268.000000 Penalty: 6014.528809
	Iteration 14Q: 3 clusters Score -2.178527e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 179121 members 
Entering Unmasked Estep 
Score: -21788918.000000 Penalty: 6014.528809
	Iteration 15Q: 3 clusters Score -2.178892e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 181789 members 
Entering Unmasked Estep 
Score: -21790898.000000 Penalty: 6014.528809
	Iteration 16Q: 3 clusters Score -2.17909e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 183013 members 
Entering Unmasked Estep 
Score: -21791762.000000 Penalty: 6014.528809
	Iteration 17Q: 3 clusters Score -2.179176e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 183541 members 
Entering Unmasked Estep 
Score: -21792164.000000 Penalty: 6014.528809
	Iteration 18Q: 3 clusters Score -2.179216e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 183775 members 
Entering Unmasked Estep 
Score: -21792332.000000 Penalty: 6014.528809
	Iteration 19Q: 3 clusters Score -2.179233e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 183892 members 
Entering Unmasked Estep 
Score: -21792454.000000 Penalty: 6014.528809
	Iteration 20F: 3 clusters Score -2.179245e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 183951 members 
Entering Unmasked Estep 
Score: -21792522.000000 Penalty: 6014.528809
	Iteration 21Q: 3 clusters Score -2.179252e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 183986 members 
Entering Unmasked Estep 
Score: -21792544.000000 Penalty: 6014.528809
	Iteration 22Q: 3 clusters Score -2.179254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 184010 members 
Entering Unmasked Estep 
Score: -21792568.000000 Penalty: 6014.528809
	Iteration 23Q: 3 clusters Score -2.179257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 184020 members 
Entering Unmasked Estep 
Score: -21792592.000000 Penalty: 6014.528809
	Iteration 24Q: 3 clusters Score -2.179259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 184027 members 
Entering Unmasked Estep 
Score: -21792608.000000 Penalty: 6014.528809
	Iteration 25Q: 3 clusters Score -2.179261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 184029 members 
Entering Unmasked Estep 
Score: -21792588.000000 Penalty: 6014.528809
	Iteration 26Q: 3 clusters Score -2.179259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 184034 members 
Entering Unmasked Estep 
Score: -21792590.000000 Penalty: 6014.528809
	Iteration 27Q: 3 clusters Score -2.179259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 184039 members 
Entering Unmasked Estep 
Score: -21792608.000000 Penalty: 6014.528809
	Iteration 28Q: 3 clusters Score -2.179261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -21792608.000000 Penalty: 6014.528809
	Iteration 29Q: 3 clusters Score -2.179261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 184047 members 
Entering Unmasked Estep 
Score: -21792610.000000 Penalty: 6014.528809
	Iteration 30Q: 3 clusters Score -2.179261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 184047 members 
Entering Unmasked Estep 
Score: -21792616.000000 Penalty: 6014.528809
	Iteration 31Q: 3 clusters Score -2.179262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 184047 members 
Entering Unmasked Estep 
Score: -21792614.000000 Penalty: 6014.528809
	Iteration 32Q: 3 clusters Score -2.179261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 184047 members 
Entering Unmasked Estep 
Score: -21792618.000000 Penalty: 6014.528809
	Iteration 33Q: 3 clusters Score -2.179262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 184049 members 
Entering Unmasked Estep 
Score: -21792636.000000 Penalty: 6014.528809
	Iteration 34Q: 3 clusters Score -2.179264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 184051 members 
Entering Unmasked Estep 
Score: -21792624.000000 Penalty: 6014.528809
	Iteration 35Q: 3 clusters Score -2.179262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 184055 members 
Entering Unmasked Estep 
Score: -21792642.000000 Penalty: 6014.528809
	Iteration 36Q: 3 clusters Score -2.179264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 184058 members 
Entering Unmasked Estep 
Score: -21792640.000000 Penalty: 6014.528809
	Iteration 37Q: 3 clusters Score -2.179264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 184059 members 
Entering Unmasked Estep 
Score: -21792642.000000 Penalty: 6014.528809
	Iteration 38Q: 3 clusters Score -2.179264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 184059 members 
Entering Unmasked Estep 
Score: -21792642.000000 Penalty: 6014.528809
	Iteration 39F: 3 clusters Score -2.179264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 22026 members 
Mstep: Class 10 contains 2656 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20242 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 51013 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 1241 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 169453 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 40916 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6364 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2216 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 3362 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 1256 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 7435 members 
Mstep: Class 47 contains 8499 members 
Mstep: Class 48 contains 2002 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 10983 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 19940 members 
Mstep: Class 55 contains 184622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753168.000000 Penalty: 221882.406250
Iteration 119Q: 65 clusters Score -1.337532e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 36241 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7024 members 
Mstep: Class 6 contains 10983 members 
Mstep: Class 7 contains 28336 members 
Mstep: Class 8 contains 16332 members 
Mstep: Class 9 contains 22074 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20252 members 
Mstep: Class 13 contains 11127 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 23735 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189281 members 
Mstep: Class 21 contains 11862 members 
Mstep: Class 22 contains 50543 members 
Mstep: Class 23 contains 8719 members 
Mstep: Class 24 contains 18630 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 38327 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 9959 members 
Mstep: Class 29 contains 169419 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 41084 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6373 members 
Mstep: Class 35 contains 16669 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2217 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 3363 members 
Mstep: Class 42 contains 11384 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 1298 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2030 members 
Mstep: Class 49 contains 4244 members 
Mstep: Class 50 contains 6305 members 
Mstep: Class 51 contains 359 members 
Mstep: Class 52 contains 10977 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 19955 members 
Mstep: Class 55 contains 184655 members 
Mstep: Class 56 contains 26293 members 
Mstep: Class 57 contains 5255 members 
Mstep: Class 58 contains 2260 members 
Mstep: Class 59 contains 400 members 
Mstep: Class 60 contains 2536 members 
Mstep: Class 61 contains 734 members 
Mstep: Class 62 contains 776 members 
Mstep: Class 63 contains 1314 members 
Mstep: Class 64 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133756216.000000 Penalty: 221882.406250
Iteration 120F: 65 clusters Score -1.337562e+08 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 36047 members 
Mstep: Class 3 contains 9932 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7015 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 28357 members 
Mstep: Class 8 contains 16333 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 2655 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20260 members 
Mstep: Class 13 contains 11129 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 23786 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 189344 members 
Mstep: Class 21 contains 11852 members 
Mstep: Class 22 contains 50111 members 
Mstep: Class 23 contains 8743 members 
Mstep: Class 24 contains 18632 members 
Mstep: Class 25 contains 7862 members 
Mstep: Class 26 contains 38281 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 10001 members 
Mstep: Class 29 contains 169412 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 41020 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6382 members 
Mstep: Class 35 contains 16584 members 
Mstep: Class 36 contains 2371 members 
Mstep: Class 37 contains 2217 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4497 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 11387 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 1283 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7439 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 4243 members 
Mstep: Class 50 contains 6304 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 10973 members 
Mstep: Class 53 contains 356 members 
Mstep: Class 54 contains 19939 members 
Mstep: Class 55 contains 184641 members 
Mstep: Class 56 contains 26500 members 
Mstep: Class 57 contains 5307 members 
Mstep: Class 58 contains 2224 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2539 members 
Mstep: Class 61 contains 742 members 
Mstep: Class 62 contains 817 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133757496.000000 Penalty: 221882.406250
Iteration 121Q: 65 clusters Score -1.337575e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 35896 members 
Mstep: Class 3 contains 10352 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 7004 members 
Mstep: Class 6 contains 10974 members 
Mstep: Class 7 contains 28368 members 
Mstep: Class 8 contains 16330 members 
Mstep: Class 9 contains 22011 members 
Mstep: Class 10 contains 2660 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20275 members 
Mstep: Class 13 contains 11125 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 23824 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 189464 members 
Mstep: Class 21 contains 11848 members 
Mstep: Class 22 contains 49719 members 
Mstep: Class 23 contains 8767 members 
Mstep: Class 24 contains 18631 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 38272 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 10022 members 
Mstep: Class 29 contains 169420 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 4450 members 
Mstep: Class 32 contains 40998 members 
Mstep: Class 33 contains 303 members 
Mstep: Class 34 contains 6388 members 
Mstep: Class 35 contains 16518 members 
Mstep: Class 36 contains 2364 members 
Mstep: Class 37 contains 2215 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4506 members 
Mstep: Class 41 contains 3368 members 
Mstep: Class 42 contains 11392 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 1270 members 
Mstep: Class 45 contains 5729 members 
Mstep: Class 46 contains 7442 members 
Mstep: Class 47 contains 8530 members 
Mstep: Class 48 contains 2042 members 
Mstep: Class 49 contains 4245 members 
Mstep: Class 50 contains 6304 members 
Mstep: Class 51 contains 386 members 
Mstep: Class 52 contains 10971 members 
Mstep: Class 53 contains 351 members 
Mstep: Class 54 contains 19931 members 
Mstep: Class 55 contains 184627 members 
Mstep: Class 56 contains 26488 members 
Mstep: Class 57 contains 5319 members 
Mstep: Class 58 contains 2192 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2541 members 
Mstep: Class 61 contains 744 members 
Mstep: Class 62 contains 839 members 
Mstep: Class 63 contains 1364 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758472.000000 Penalty: 221882.406250
Iteration 122Q: 65 clusters Score -1.337585e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 35777 members 
Mstep: Class 3 contains 10733 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6995 members 
Mstep: Class 6 contains 10984 members 
Mstep: Class 7 contains 28393 members 
Mstep: Class 8 contains 16336 members 
Mstep: Class 9 contains 22003 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 20293 members 
Mstep: Class 13 contains 11123 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 23882 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189551 members 
Mstep: Class 21 contains 11843 members 
Mstep: Class 22 contains 49358 members 
Mstep: Class 23 contains 8788 members 
Mstep: Class 24 contains 18630 members 
Mstep: Class 25 contains 7861 members 
Mstep: Class 26 contains 38259 members 
Mstep: Class 27 contains 1216 members 
Mstep: Class 28 contains 10036 members 
Mstep: Class 29 contains 169405 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 4450 members 
Mstep: Class 32 contains 40979 members 
Mstep: Class 33 contains 304 members 
Mstep: Class 34 contains 6392 members 
Mstep: Class 35 contains 16441 members 
Mstep: Class 36 contains 2372 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4513 members 
Mstep: Class 41 contains 3375 members 
Mstep: Class 42 contains 11400 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 1254 members 
Mstep: Class 45 contains 5729 members 
Mstep: Class 46 contains 7446 members 
Mstep: Class 47 contains 8532 members 
Mstep: Class 48 contains 2049 members 
Mstep: Class 49 contains 4246 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 390 members 
Mstep: Class 52 contains 10967 members 
Mstep: Class 53 contains 349 members 
Mstep: Class 54 contains 19927 members 
Mstep: Class 55 contains 184625 members 
Mstep: Class 56 contains 26457 members 
Mstep: Class 57 contains 5321 members 
Mstep: Class 58 contains 2170 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2543 members 
Mstep: Class 61 contains 741 members 
Mstep: Class 62 contains 850 members 
Mstep: Class 63 contains 1378 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133758912.000000 Penalty: 221882.406250
Iteration 123Q: 65 clusters Score -1.337589e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 35694 members 
Mstep: Class 3 contains 11080 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6989 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 28402 members 
Mstep: Class 8 contains 16342 members 
Mstep: Class 9 contains 21992 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 20315 members 
Mstep: Class 13 contains 11122 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 23913 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189618 members 
Mstep: Class 21 contains 11843 members 
Mstep: Class 22 contains 49022 members 
Mstep: Class 23 contains 8818 members 
Mstep: Class 24 contains 18633 members 
Mstep: Class 25 contains 7862 members 
Mstep: Class 26 contains 38257 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 10043 members 
Mstep: Class 29 contains 169397 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 4450 members 
Mstep: Class 32 contains 40996 members 
Mstep: Class 33 contains 307 members 
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Mstep: Class 35 contains 16357 members 
Mstep: Class 36 contains 2373 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4516 members 
Mstep: Class 41 contains 3375 members 
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Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1255 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7456 members 
Mstep: Class 47 contains 8531 members 
Mstep: Class 48 contains 2054 members 
Mstep: Class 49 contains 4251 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 391 members 
Mstep: Class 52 contains 10966 members 
Mstep: Class 53 contains 347 members 
Mstep: Class 54 contains 19916 members 
Mstep: Class 55 contains 184628 members 
Mstep: Class 56 contains 26392 members 
Mstep: Class 57 contains 5311 members 
Mstep: Class 58 contains 2146 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2544 members 
Mstep: Class 61 contains 744 members 
Mstep: Class 62 contains 855 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759288.000000 Penalty: 221882.406250
Iteration 124Q: 65 clusters Score -1.337593e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 35652 members 
Mstep: Class 3 contains 11339 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 11005 members 
Mstep: Class 7 contains 28415 members 
Mstep: Class 8 contains 16346 members 
Mstep: Class 9 contains 21974 members 
Mstep: Class 10 contains 2691 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 20337 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189658 members 
Mstep: Class 21 contains 11844 members 
Mstep: Class 22 contains 48758 members 
Mstep: Class 23 contains 8834 members 
Mstep: Class 24 contains 18633 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 38243 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 10052 members 
Mstep: Class 29 contains 169385 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 4451 members 
Mstep: Class 32 contains 41011 members 
Mstep: Class 33 contains 311 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 16302 members 
Mstep: Class 36 contains 2370 members 
Mstep: Class 37 contains 2209 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 5708 members 
Mstep: Class 40 contains 4521 members 
Mstep: Class 41 contains 3379 members 
Mstep: Class 42 contains 11416 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1252 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 8528 members 
Mstep: Class 48 contains 2062 members 
Mstep: Class 49 contains 4252 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 392 members 
Mstep: Class 52 contains 10960 members 
Mstep: Class 53 contains 343 members 
Mstep: Class 54 contains 19909 members 
Mstep: Class 55 contains 184647 members 
Mstep: Class 56 contains 26346 members 
Mstep: Class 57 contains 5309 members 
Mstep: Class 58 contains 2120 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2547 members 
Mstep: Class 61 contains 742 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 1372 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759232.000000 Penalty: 221882.406250
Iteration 125Q: 65 clusters Score -1.337592e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 35619 members 
Mstep: Class 3 contains 11540 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6978 members 
Mstep: Class 6 contains 11020 members 
Mstep: Class 7 contains 28408 members 
Mstep: Class 8 contains 16351 members 
Mstep: Class 9 contains 21973 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 20355 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 23999 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189677 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 48541 members 
Mstep: Class 23 contains 8852 members 
Mstep: Class 24 contains 18632 members 
Mstep: Class 25 contains 7857 members 
Mstep: Class 26 contains 38251 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 10058 members 
Mstep: Class 29 contains 169392 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 4455 members 
Mstep: Class 32 contains 41018 members 
Mstep: Class 33 contains 313 members 
Mstep: Class 34 contains 6425 members 
Mstep: Class 35 contains 16272 members 
Mstep: Class 36 contains 2364 members 
Mstep: Class 37 contains 2205 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 5708 members 
Mstep: Class 40 contains 4524 members 
Mstep: Class 41 contains 3383 members 
Mstep: Class 42 contains 11423 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1250 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 8525 members 
Mstep: Class 48 contains 2077 members 
Mstep: Class 49 contains 4255 members 
Mstep: Class 50 contains 6313 members 
Mstep: Class 51 contains 392 members 
Mstep: Class 52 contains 10950 members 
Mstep: Class 53 contains 342 members 
Mstep: Class 54 contains 19896 members 
Mstep: Class 55 contains 184647 members 
Mstep: Class 56 contains 26306 members 
Mstep: Class 57 contains 5300 members 
Mstep: Class 58 contains 2091 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2548 members 
Mstep: Class 61 contains 739 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 1361 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759160.000000 Penalty: 221882.406250
Iteration 126Q: 65 clusters Score -1.337592e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 35594 members 
Mstep: Class 3 contains 11737 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6970 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 28404 members 
Mstep: Class 8 contains 16351 members 
Mstep: Class 9 contains 21964 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 20374 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 9367 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189729 members 
Mstep: Class 21 contains 11839 members 
Mstep: Class 22 contains 48346 members 
Mstep: Class 23 contains 8861 members 
Mstep: Class 24 contains 18630 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 38244 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 10068 members 
Mstep: Class 29 contains 169390 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 4460 members 
Mstep: Class 32 contains 41007 members 
Mstep: Class 33 contains 314 members 
Mstep: Class 34 contains 6434 members 
Mstep: Class 35 contains 16243 members 
Mstep: Class 36 contains 2365 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 5708 members 
Mstep: Class 40 contains 4530 members 
Mstep: Class 41 contains 3388 members 
Mstep: Class 42 contains 11425 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 1252 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7453 members 
Mstep: Class 47 contains 8525 members 
Mstep: Class 48 contains 2083 members 
Mstep: Class 49 contains 4256 members 
Mstep: Class 50 contains 6314 members 
Mstep: Class 51 contains 394 members 
Mstep: Class 52 contains 10951 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19885 members 
Mstep: Class 55 contains 184651 members 
Mstep: Class 56 contains 26253 members 
Mstep: Class 57 contains 5294 members 
Mstep: Class 58 contains 2070 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2548 members 
Mstep: Class 61 contains 738 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 1355 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759440.000000 Penalty: 221882.406250
Iteration 127Q: 65 clusters Score -1.337594e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 35567 members 
Mstep: Class 3 contains 11915 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6964 members 
Mstep: Class 6 contains 11033 members 
Mstep: Class 7 contains 28396 members 
Mstep: Class 8 contains 16354 members 
Mstep: Class 9 contains 21953 members 
Mstep: Class 10 contains 2740 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 20385 members 
Mstep: Class 13 contains 11119 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 24085 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189754 members 
Mstep: Class 21 contains 11839 members 
Mstep: Class 22 contains 48180 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 18632 members 
Mstep: Class 25 contains 7851 members 
Mstep: Class 26 contains 38245 members 
Mstep: Class 27 contains 1214 members 
Mstep: Class 28 contains 10070 members 
Mstep: Class 29 contains 169395 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 41014 members 
Mstep: Class 33 contains 315 members 
Mstep: Class 34 contains 6444 members 
Mstep: Class 35 contains 16198 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 5708 members 
Mstep: Class 40 contains 4534 members 
Mstep: Class 41 contains 3391 members 
Mstep: Class 42 contains 11431 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 1258 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 8525 members 
Mstep: Class 48 contains 2085 members 
Mstep: Class 49 contains 4257 members 
Mstep: Class 50 contains 6317 members 
Mstep: Class 51 contains 395 members 
Mstep: Class 52 contains 10944 members 
Mstep: Class 53 contains 338 members 
Mstep: Class 54 contains 19884 members 
Mstep: Class 55 contains 184643 members 
Mstep: Class 56 contains 26208 members 
Mstep: Class 57 contains 5291 members 
Mstep: Class 58 contains 2056 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2550 members 
Mstep: Class 61 contains 737 members 
Mstep: Class 62 contains 857 members 
Mstep: Class 63 contains 1350 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759776.000000 Penalty: 221882.406250
Iteration 128Q: 65 clusters Score -1.337598e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 35547 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6953 members 
Mstep: Class 6 contains 11039 members 
Mstep: Class 7 contains 28395 members 
Mstep: Class 8 contains 16358 members 
Mstep: Class 9 contains 21941 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 20392 members 
Mstep: Class 13 contains 11108 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 24137 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189775 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 48034 members 
Mstep: Class 23 contains 8879 members 
Mstep: Class 24 contains 18633 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 38229 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 10075 members 
Mstep: Class 29 contains 169403 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4469 members 
Mstep: Class 32 contains 40998 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6447 members 
Mstep: Class 35 contains 16174 members 
Mstep: Class 36 contains 2369 members 
Mstep: Class 37 contains 2205 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4544 members 
Mstep: Class 41 contains 3395 members 
Mstep: Class 42 contains 11442 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 1264 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 8525 members 
Mstep: Class 48 contains 2087 members 
Mstep: Class 49 contains 4258 members 
Mstep: Class 50 contains 6317 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10936 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19882 members 
Mstep: Class 55 contains 184634 members 
Mstep: Class 56 contains 26176 members 
Mstep: Class 57 contains 5285 members 
Mstep: Class 58 contains 2032 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2550 members 
Mstep: Class 61 contains 732 members 
Mstep: Class 62 contains 859 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759896.000000 Penalty: 221882.406250
Iteration 129Q: 65 clusters Score -1.337599e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 35536 members 
Mstep: Class 3 contains 12264 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6947 members 
Mstep: Class 6 contains 11043 members 
Mstep: Class 7 contains 28391 members 
Mstep: Class 8 contains 16356 members 
Mstep: Class 9 contains 21918 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 20399 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 24188 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189815 members 
Mstep: Class 21 contains 11843 members 
Mstep: Class 22 contains 47897 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 18634 members 
Mstep: Class 25 contains 7854 members 
Mstep: Class 26 contains 38204 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 10077 members 
Mstep: Class 29 contains 169418 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40972 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6454 members 
Mstep: Class 35 contains 16142 members 
Mstep: Class 36 contains 2371 members 
Mstep: Class 37 contains 2204 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4550 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 11448 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1265 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 8526 members 
Mstep: Class 48 contains 2088 members 
Mstep: Class 49 contains 4260 members 
Mstep: Class 50 contains 6316 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10934 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19879 members 
Mstep: Class 55 contains 184613 members 
Mstep: Class 56 contains 26143 members 
Mstep: Class 57 contains 5279 members 
Mstep: Class 58 contains 2004 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2550 members 
Mstep: Class 61 contains 725 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 1347 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133759976.000000 Penalty: 221882.406250
Iteration 130Q: 65 clusters Score -1.3376e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 35523 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6938 members 
Mstep: Class 6 contains 11046 members 
Mstep: Class 7 contains 28387 members 
Mstep: Class 8 contains 16359 members 
Mstep: Class 9 contains 21911 members 
Mstep: Class 10 contains 2808 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 20410 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 24252 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 189823 members 
Mstep: Class 21 contains 11845 members 
Mstep: Class 22 contains 47776 members 
Mstep: Class 23 contains 8889 members 
Mstep: Class 24 contains 18633 members 
Mstep: Class 25 contains 7857 members 
Mstep: Class 26 contains 38168 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 10080 members 
Mstep: Class 29 contains 169421 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40969 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6459 members 
Mstep: Class 35 contains 16103 members 
Mstep: Class 36 contains 2372 members 
Mstep: Class 37 contains 2205 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4557 members 
Mstep: Class 41 contains 3406 members 
Mstep: Class 42 contains 11455 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1263 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7454 members 
Mstep: Class 47 contains 8527 members 
Mstep: Class 48 contains 2088 members 
Mstep: Class 49 contains 4264 members 
Mstep: Class 50 contains 6319 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10933 members 
Mstep: Class 53 contains 338 members 
Mstep: Class 54 contains 19877 members 
Mstep: Class 55 contains 184591 members 
Mstep: Class 56 contains 26107 members 
Mstep: Class 57 contains 5276 members 
Mstep: Class 58 contains 1976 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2550 members 
Mstep: Class 61 contains 722 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 1347 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760168.000000 Penalty: 221882.406250
Iteration 131Q: 65 clusters Score -1.337602e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 35511 members 
Mstep: Class 3 contains 12604 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 28385 members 
Mstep: Class 8 contains 16362 members 
Mstep: Class 9 contains 21900 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 20415 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 24312 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189835 members 
Mstep: Class 21 contains 11845 members 
Mstep: Class 22 contains 47658 members 
Mstep: Class 23 contains 8894 members 
Mstep: Class 24 contains 18634 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 38148 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 10080 members 
Mstep: Class 29 contains 169425 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40955 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6467 members 
Mstep: Class 35 contains 16058 members 
Mstep: Class 36 contains 2372 members 
Mstep: Class 37 contains 2205 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4563 members 
Mstep: Class 41 contains 3413 members 
Mstep: Class 42 contains 11461 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1262 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7455 members 
Mstep: Class 47 contains 8527 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4266 members 
Mstep: Class 50 contains 6322 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10930 members 
Mstep: Class 53 contains 338 members 
Mstep: Class 54 contains 19873 members 
Mstep: Class 55 contains 184572 members 
Mstep: Class 56 contains 26070 members 
Mstep: Class 57 contains 5274 members 
Mstep: Class 58 contains 1941 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2550 members 
Mstep: Class 61 contains 717 members 
Mstep: Class 62 contains 868 members 
Mstep: Class 63 contains 1347 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760208.000000 Penalty: 221882.406250
Iteration 132Q: 65 clusters Score -1.337602e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 35500 members 
Mstep: Class 3 contains 12759 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6929 members 
Mstep: Class 6 contains 11049 members 
Mstep: Class 7 contains 28375 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 21890 members 
Mstep: Class 10 contains 2866 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20428 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 9367 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189851 members 
Mstep: Class 21 contains 11843 members 
Mstep: Class 22 contains 47540 members 
Mstep: Class 23 contains 8897 members 
Mstep: Class 24 contains 18635 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 38126 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 10081 members 
Mstep: Class 29 contains 169439 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40947 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6470 members 
Mstep: Class 35 contains 16001 members 
Mstep: Class 36 contains 2372 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4568 members 
Mstep: Class 41 contains 3413 members 
Mstep: Class 42 contains 11464 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1260 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7458 members 
Mstep: Class 47 contains 8527 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4269 members 
Mstep: Class 50 contains 6322 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10928 members 
Mstep: Class 53 contains 338 members 
Mstep: Class 54 contains 19876 members 
Mstep: Class 55 contains 184551 members 
Mstep: Class 56 contains 26050 members 
Mstep: Class 57 contains 5273 members 
Mstep: Class 58 contains 1907 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2550 members 
Mstep: Class 61 contains 717 members 
Mstep: Class 62 contains 874 members 
Mstep: Class 63 contains 1347 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760440.000000 Penalty: 221882.406250
Iteration 133Q: 65 clusters Score -1.337604e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 35490 members 
Mstep: Class 3 contains 12887 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6922 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28383 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21884 members 
Mstep: Class 10 contains 2895 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20445 members 
Mstep: Class 13 contains 11095 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 24419 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189866 members 
Mstep: Class 21 contains 11844 members 
Mstep: Class 22 contains 47434 members 
Mstep: Class 23 contains 8901 members 
Mstep: Class 24 contains 18635 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 38111 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 10081 members 
Mstep: Class 29 contains 169447 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40937 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6476 members 
Mstep: Class 35 contains 15943 members 
Mstep: Class 36 contains 2374 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4575 members 
Mstep: Class 41 contains 3418 members 
Mstep: Class 42 contains 11466 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7460 members 
Mstep: Class 47 contains 8527 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4271 members 
Mstep: Class 50 contains 6319 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10926 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19877 members 
Mstep: Class 55 contains 184527 members 
Mstep: Class 56 contains 26035 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1875 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2550 members 
Mstep: Class 61 contains 713 members 
Mstep: Class 62 contains 878 members 
Mstep: Class 63 contains 1347 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760544.000000 Penalty: 221882.406250
Iteration 134Q: 65 clusters Score -1.337605e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 35484 members 
Mstep: Class 3 contains 13014 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6916 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28378 members 
Mstep: Class 8 contains 16378 members 
Mstep: Class 9 contains 21881 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20459 members 
Mstep: Class 13 contains 11095 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 24467 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189867 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 47339 members 
Mstep: Class 23 contains 8901 members 
Mstep: Class 24 contains 18637 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 38094 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 10083 members 
Mstep: Class 29 contains 169452 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40905 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6482 members 
Mstep: Class 35 contains 15896 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4581 members 
Mstep: Class 41 contains 3420 members 
Mstep: Class 42 contains 11469 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1257 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7463 members 
Mstep: Class 47 contains 8527 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4275 members 
Mstep: Class 50 contains 6320 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10926 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19877 members 
Mstep: Class 55 contains 184506 members 
Mstep: Class 56 contains 26024 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1845 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2550 members 
Mstep: Class 61 contains 710 members 
Mstep: Class 62 contains 881 members 
Mstep: Class 63 contains 1347 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760624.000000 Penalty: 221882.406250
Iteration 135Q: 65 clusters Score -1.337606e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 35476 members 
Mstep: Class 3 contains 13137 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28373 members 
Mstep: Class 8 contains 16382 members 
Mstep: Class 9 contains 21878 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20474 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 9367 members 
Mstep: Class 16 contains 24523 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 189873 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 47251 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 18641 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 38068 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 10089 members 
Mstep: Class 29 contains 169456 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40887 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6485 members 
Mstep: Class 35 contains 15849 members 
Mstep: Class 36 contains 2382 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4587 members 
Mstep: Class 41 contains 3428 members 
Mstep: Class 42 contains 11472 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1258 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7467 members 
Mstep: Class 47 contains 8528 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4279 members 
Mstep: Class 50 contains 6322 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10924 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19870 members 
Mstep: Class 55 contains 184479 members 
Mstep: Class 56 contains 26010 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1821 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2551 members 
Mstep: Class 61 contains 701 members 
Mstep: Class 62 contains 882 members 
Mstep: Class 63 contains 1347 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760752.000000 Penalty: 221882.406250
Iteration 136Q: 65 clusters Score -1.337608e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 35467 members 
Mstep: Class 3 contains 13250 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28364 members 
Mstep: Class 8 contains 16384 members 
Mstep: Class 9 contains 21864 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20483 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 24599 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189883 members 
Mstep: Class 21 contains 11843 members 
Mstep: Class 22 contains 47153 members 
Mstep: Class 23 contains 8905 members 
Mstep: Class 24 contains 18643 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 38045 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10095 members 
Mstep: Class 29 contains 169462 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40874 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6488 members 
Mstep: Class 35 contains 15803 members 
Mstep: Class 36 contains 2382 members 
Mstep: Class 37 contains 2208 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 3430 members 
Mstep: Class 42 contains 11472 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1259 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7468 members 
Mstep: Class 47 contains 8528 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4281 members 
Mstep: Class 50 contains 6325 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10922 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19871 members 
Mstep: Class 55 contains 184455 members 
Mstep: Class 56 contains 26003 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1802 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2551 members 
Mstep: Class 61 contains 699 members 
Mstep: Class 62 contains 885 members 
Mstep: Class 63 contains 1346 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760760.000000 Penalty: 221882.406250
Iteration 137Q: 65 clusters Score -1.337608e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 35464 members 
Mstep: Class 3 contains 13357 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28357 members 
Mstep: Class 8 contains 16384 members 
Mstep: Class 9 contains 21859 members 
Mstep: Class 10 contains 2976 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20495 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 24665 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 189872 members 
Mstep: Class 21 contains 11843 members 
Mstep: Class 22 contains 47088 members 
Mstep: Class 23 contains 8908 members 
Mstep: Class 24 contains 18643 members 
Mstep: Class 25 contains 7866 members 
Mstep: Class 26 contains 38028 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10101 members 
Mstep: Class 29 contains 169471 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40858 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 15745 members 
Mstep: Class 36 contains 2383 members 
Mstep: Class 37 contains 2208 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 3433 members 
Mstep: Class 42 contains 11476 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1259 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7469 members 
Mstep: Class 47 contains 8527 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4279 members 
Mstep: Class 50 contains 6323 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10924 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19867 members 
Mstep: Class 55 contains 184436 members 
Mstep: Class 56 contains 25994 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 694 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1346 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760752.000000 Penalty: 221882.406250
Iteration 138Q: 65 clusters Score -1.337608e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 35463 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28359 members 
Mstep: Class 8 contains 16386 members 
Mstep: Class 9 contains 21852 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20512 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 24721 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189869 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 47018 members 
Mstep: Class 23 contains 8912 members 
Mstep: Class 24 contains 18639 members 
Mstep: Class 25 contains 7866 members 
Mstep: Class 26 contains 38014 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10107 members 
Mstep: Class 29 contains 169477 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40843 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6494 members 
Mstep: Class 35 contains 15692 members 
Mstep: Class 36 contains 2384 members 
Mstep: Class 37 contains 2208 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4588 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11477 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1259 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 8525 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4279 members 
Mstep: Class 50 contains 6324 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10925 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19861 members 
Mstep: Class 55 contains 184417 members 
Mstep: Class 56 contains 25987 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1783 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 691 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1346 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760840.000000 Penalty: 221882.406250
Iteration 139Q: 65 clusters Score -1.337608e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 35455 members 
Mstep: Class 3 contains 13553 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28358 members 
Mstep: Class 8 contains 16386 members 
Mstep: Class 9 contains 21850 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20528 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189871 members 
Mstep: Class 21 contains 11844 members 
Mstep: Class 22 contains 46971 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 18638 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 37994 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169481 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40830 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6500 members 
Mstep: Class 35 contains 15640 members 
Mstep: Class 36 contains 2385 members 
Mstep: Class 37 contains 2207 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4588 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 11478 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1259 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 8525 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4280 members 
Mstep: Class 50 contains 6324 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10926 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19854 members 
Mstep: Class 55 contains 184401 members 
Mstep: Class 56 contains 25978 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1776 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 686 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1347 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760744.000000 Penalty: 221882.406250
Iteration 140F: 65 clusters Score -1.337607e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 35454 members 
Mstep: Class 3 contains 13651 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28356 members 
Mstep: Class 8 contains 16387 members 
Mstep: Class 9 contains 21846 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20542 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 24799 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189877 members 
Mstep: Class 21 contains 11843 members 
Mstep: Class 22 contains 46918 members 
Mstep: Class 23 contains 8919 members 
Mstep: Class 24 contains 18641 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 37989 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 169481 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40818 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 15578 members 
Mstep: Class 36 contains 2386 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4588 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 11479 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1254 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 8525 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4282 members 
Mstep: Class 50 contains 6325 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10926 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19854 members 
Mstep: Class 55 contains 184382 members 
Mstep: Class 56 contains 25966 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1770 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 687 members 
Mstep: Class 62 contains 886 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760760.000000 Penalty: 221882.406250
Iteration 141Q: 65 clusters Score -1.337608e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 35452 members 
Mstep: Class 3 contains 13742 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28353 members 
Mstep: Class 8 contains 16391 members 
Mstep: Class 9 contains 21843 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20551 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 24849 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189872 members 
Mstep: Class 21 contains 11843 members 
Mstep: Class 22 contains 46876 members 
Mstep: Class 23 contains 8921 members 
Mstep: Class 24 contains 18640 members 
Mstep: Class 25 contains 7866 members 
Mstep: Class 26 contains 37978 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169481 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40797 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 15524 members 
Mstep: Class 36 contains 2387 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4589 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 11479 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1252 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7470 members 
Mstep: Class 47 contains 8525 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4282 members 
Mstep: Class 50 contains 6328 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10925 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19852 members 
Mstep: Class 55 contains 184369 members 
Mstep: Class 56 contains 25959 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1765 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760728.000000 Penalty: 221882.406250
Iteration 142Q: 65 clusters Score -1.337607e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 35450 members 
Mstep: Class 3 contains 13813 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6907 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28349 members 
Mstep: Class 8 contains 16390 members 
Mstep: Class 9 contains 21842 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20564 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 24903 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3962 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189879 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 46828 members 
Mstep: Class 23 contains 8922 members 
Mstep: Class 24 contains 18643 members 
Mstep: Class 25 contains 7866 members 
Mstep: Class 26 contains 37973 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10114 members 
Mstep: Class 29 contains 169486 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40781 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6509 members 
Mstep: Class 35 contains 15473 members 
Mstep: Class 36 contains 2389 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4591 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 11482 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1251 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7470 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4282 members 
Mstep: Class 50 contains 6322 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10923 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19855 members 
Mstep: Class 55 contains 184350 members 
Mstep: Class 56 contains 25951 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1760 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 690 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760952.000000 Penalty: 221882.406250
Iteration 143Q: 65 clusters Score -1.33761e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 35448 members 
Mstep: Class 3 contains 13892 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6902 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28342 members 
Mstep: Class 8 contains 16388 members 
Mstep: Class 9 contains 21845 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20577 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 24927 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189872 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 46801 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 18649 members 
Mstep: Class 25 contains 7867 members 
Mstep: Class 26 contains 37964 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169493 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40770 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6511 members 
Mstep: Class 35 contains 15418 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4594 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 11483 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1250 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7469 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4283 members 
Mstep: Class 50 contains 6320 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10923 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19858 members 
Mstep: Class 55 contains 184337 members 
Mstep: Class 56 contains 25947 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1755 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760928.000000 Penalty: 221882.406250
Iteration 144Q: 65 clusters Score -1.337609e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 35444 members 
Mstep: Class 3 contains 13982 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6900 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28334 members 
Mstep: Class 8 contains 16386 members 
Mstep: Class 9 contains 21842 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20591 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 24946 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189871 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 46765 members 
Mstep: Class 23 contains 8928 members 
Mstep: Class 24 contains 18650 members 
Mstep: Class 25 contains 7869 members 
Mstep: Class 26 contains 37959 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169499 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40760 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 15363 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4597 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 11484 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1252 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4283 members 
Mstep: Class 50 contains 6313 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10923 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19859 members 
Mstep: Class 55 contains 184331 members 
Mstep: Class 56 contains 25941 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1750 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 888 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760744.000000 Penalty: 221882.406250
Iteration 145Q: 65 clusters Score -1.337607e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 35438 members 
Mstep: Class 3 contains 14085 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28325 members 
Mstep: Class 8 contains 16382 members 
Mstep: Class 9 contains 21843 members 
Mstep: Class 10 contains 3015 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20608 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 24970 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189866 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46722 members 
Mstep: Class 23 contains 8929 members 
Mstep: Class 24 contains 18652 members 
Mstep: Class 25 contains 7870 members 
Mstep: Class 26 contains 37947 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10118 members 
Mstep: Class 29 contains 169505 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40751 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6514 members 
Mstep: Class 35 contains 15304 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 5708 members 
Mstep: Class 40 contains 4601 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 11483 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1252 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4283 members 
Mstep: Class 50 contains 6310 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10923 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19859 members 
Mstep: Class 55 contains 184330 members 
Mstep: Class 56 contains 25932 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1747 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 889 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760936.000000 Penalty: 221882.406250
Iteration 146Q: 65 clusters Score -1.337609e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 35430 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6887 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28317 members 
Mstep: Class 8 contains 16382 members 
Mstep: Class 9 contains 21837 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20621 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 25008 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189873 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46676 members 
Mstep: Class 23 contains 8931 members 
Mstep: Class 24 contains 18655 members 
Mstep: Class 25 contains 7875 members 
Mstep: Class 26 contains 37944 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 169512 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40724 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6515 members 
Mstep: Class 35 contains 15247 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4610 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 11486 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 1252 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4282 members 
Mstep: Class 50 contains 6310 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10922 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19857 members 
Mstep: Class 55 contains 184321 members 
Mstep: Class 56 contains 25929 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1744 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 889 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760944.000000 Penalty: 221882.406250
Iteration 147Q: 65 clusters Score -1.337609e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 35422 members 
Mstep: Class 3 contains 14283 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6876 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28307 members 
Mstep: Class 8 contains 16380 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 3022 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20633 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 9371 members 
Mstep: Class 16 contains 25038 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 189874 members 
Mstep: Class 21 contains 11839 members 
Mstep: Class 22 contains 46636 members 
Mstep: Class 23 contains 8933 members 
Mstep: Class 24 contains 18658 members 
Mstep: Class 25 contains 7877 members 
Mstep: Class 26 contains 37935 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10120 members 
Mstep: Class 29 contains 169523 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40715 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6518 members 
Mstep: Class 35 contains 15180 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4621 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11488 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1252 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4282 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10920 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19853 members 
Mstep: Class 55 contains 184309 members 
Mstep: Class 56 contains 25920 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1741 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 889 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760976.000000 Penalty: 221882.406250
Iteration 148Q: 65 clusters Score -1.33761e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 35418 members 
Mstep: Class 3 contains 14395 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6868 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28296 members 
Mstep: Class 8 contains 16381 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 3022 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20639 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 9371 members 
Mstep: Class 16 contains 25074 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189863 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 46600 members 
Mstep: Class 23 contains 8937 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 7878 members 
Mstep: Class 26 contains 37924 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169532 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40700 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6522 members 
Mstep: Class 35 contains 15111 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4628 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11490 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1252 members 
Mstep: Class 45 contains 5732 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4282 members 
Mstep: Class 50 contains 6302 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10919 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19849 members 
Mstep: Class 55 contains 184302 members 
Mstep: Class 56 contains 25912 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1740 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 890 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760856.000000 Penalty: 221882.406250
Iteration 149Q: 65 clusters Score -1.337609e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 35415 members 
Mstep: Class 3 contains 14507 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6858 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28289 members 
Mstep: Class 8 contains 16380 members 
Mstep: Class 9 contains 21820 members 
Mstep: Class 10 contains 3025 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20642 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 9371 members 
Mstep: Class 16 contains 25104 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189864 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 46558 members 
Mstep: Class 23 contains 8944 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 37918 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169539 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40693 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6531 members 
Mstep: Class 35 contains 15030 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 2205 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4637 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11493 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1252 members 
Mstep: Class 45 contains 5732 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4282 members 
Mstep: Class 50 contains 6300 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10917 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19841 members 
Mstep: Class 55 contains 184295 members 
Mstep: Class 56 contains 25908 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1738 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 889 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760776.000000 Penalty: 221882.406250
Iteration 150Q: 65 clusters Score -1.337608e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 35411 members 
Mstep: Class 3 contains 14628 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6854 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28279 members 
Mstep: Class 8 contains 16379 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 20649 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 9371 members 
Mstep: Class 16 contains 25129 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 189864 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 46521 members 
Mstep: Class 23 contains 8950 members 
Mstep: Class 24 contains 18667 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 37915 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169547 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40684 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6538 members 
Mstep: Class 35 contains 14944 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 2204 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4644 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11496 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1251 members 
Mstep: Class 45 contains 5732 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8525 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4281 members 
Mstep: Class 50 contains 6298 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10914 members 
Mstep: Class 53 contains 339 members 
Mstep: Class 54 contains 19829 members 
Mstep: Class 55 contains 184288 members 
Mstep: Class 56 contains 25903 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1736 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 888 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760792.000000 Penalty: 221882.406250
Iteration 151Q: 65 clusters Score -1.337608e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 35407 members 
Mstep: Class 3 contains 14774 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6849 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28269 members 
Mstep: Class 8 contains 16379 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 3034 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 12 contains 20659 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 25149 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 189858 members 
Mstep: Class 21 contains 11839 members 
Mstep: Class 22 contains 46485 members 
Mstep: Class 23 contains 8959 members 
Mstep: Class 24 contains 18674 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 37912 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 169554 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6544 members 
Mstep: Class 35 contains 14828 members 
Mstep: Class 36 contains 2392 members 
Mstep: Class 37 contains 2203 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11500 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1249 members 
Mstep: Class 45 contains 5732 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8525 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4282 members 
Mstep: Class 50 contains 6299 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10914 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19822 members 
Mstep: Class 55 contains 184284 members 
Mstep: Class 56 contains 25896 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1734 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760712.000000 Penalty: 221882.406250
Iteration 152Q: 65 clusters Score -1.337607e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35408 members 
Mstep: Class 3 contains 14917 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6843 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28267 members 
Mstep: Class 8 contains 16378 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 3038 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 20665 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 25163 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189863 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46451 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 18677 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 37913 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169562 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40664 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6550 members 
Mstep: Class 35 contains 14703 members 
Mstep: Class 36 contains 2394 members 
Mstep: Class 37 contains 2203 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4654 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11502 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1249 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4283 members 
Mstep: Class 50 contains 6298 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10914 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19814 members 
Mstep: Class 55 contains 184281 members 
Mstep: Class 56 contains 25892 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1730 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760704.000000 Penalty: 221882.406250
Iteration 153Q: 65 clusters Score -1.337607e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35409 members 
Mstep: Class 3 contains 15061 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6831 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28264 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 20671 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 25183 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 189876 members 
Mstep: Class 21 contains 11837 members 
Mstep: Class 22 contains 46420 members 
Mstep: Class 23 contains 8966 members 
Mstep: Class 24 contains 18681 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 37907 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169566 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40655 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 14563 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2204 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4665 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11504 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1247 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6295 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19806 members 
Mstep: Class 55 contains 184275 members 
Mstep: Class 56 contains 25888 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1728 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 888 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760776.000000 Penalty: 221882.406250
Iteration 154Q: 65 clusters Score -1.337608e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35407 members 
Mstep: Class 3 contains 15228 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6823 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28262 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3043 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 20681 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 189887 members 
Mstep: Class 21 contains 11837 members 
Mstep: Class 22 contains 46383 members 
Mstep: Class 23 contains 8971 members 
Mstep: Class 24 contains 18680 members 
Mstep: Class 25 contains 7885 members 
Mstep: Class 26 contains 37899 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 169562 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40647 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 14406 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2203 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4673 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11508 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1247 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6295 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19798 members 
Mstep: Class 55 contains 184273 members 
Mstep: Class 56 contains 25893 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1726 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 888 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760784.000000 Penalty: 221882.406250
Iteration 155Q: 65 clusters Score -1.337608e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35402 members 
Mstep: Class 3 contains 15399 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6811 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28260 members 
Mstep: Class 8 contains 16375 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 20697 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 25233 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189893 members 
Mstep: Class 21 contains 11837 members 
Mstep: Class 22 contains 46342 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 18682 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37884 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169565 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40648 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 14234 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2203 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4685 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11510 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 1247 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6296 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19792 members 
Mstep: Class 55 contains 184263 members 
Mstep: Class 56 contains 25898 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1724 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 888 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760888.000000 Penalty: 221882.406250
Iteration 156Q: 65 clusters Score -1.337609e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 35400 members 
Mstep: Class 3 contains 15634 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28257 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3046 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 20708 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 25254 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189897 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46308 members 
Mstep: Class 23 contains 8982 members 
Mstep: Class 24 contains 18685 members 
Mstep: Class 25 contains 7888 members 
Mstep: Class 26 contains 37881 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 169567 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40634 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6570 members 
Mstep: Class 35 contains 14021 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2261 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4698 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11509 members 
Mstep: Class 43 contains 5632 members 
Mstep: Class 44 contains 1247 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6295 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10914 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19786 members 
Mstep: Class 55 contains 184260 members 
Mstep: Class 56 contains 25893 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1724 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761144.000000 Penalty: 221882.406250
Iteration 157Q: 65 clusters Score -1.337611e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 35395 members 
Mstep: Class 3 contains 15897 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6786 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28254 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 20721 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 25274 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189895 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46274 members 
Mstep: Class 23 contains 8987 members 
Mstep: Class 24 contains 18685 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37870 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169577 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40625 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6579 members 
Mstep: Class 35 contains 13779 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5706 members 
Mstep: Class 40 contains 4707 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11511 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 1247 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6290 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10914 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19784 members 
Mstep: Class 55 contains 184248 members 
Mstep: Class 56 contains 25895 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1723 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761368.000000 Penalty: 221882.406250
Iteration 158Q: 65 clusters Score -1.337614e+08 nChanged 660
Entering ConstructFrom: 
Score: -133761368.000000 Penalty: 221882.406250
Entering ConstructFrom: 
Trying to split cluster 1 (52010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Entering Unmasked Estep 
Score: -6306328.500000 Penalty: 2693.079346
	Iteration 0F: 2 clusters Score -6306328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -6271383.000000 Penalty: 5386.158691
	Iteration 0F: 3 clusters Score -6271383 nChanged 23950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -6284941.500000 Penalty: 5386.158691
	Iteration 1F: 3 clusters Score -6284942 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -6285767.000000 Penalty: 5386.158691
	Iteration 2Q: 3 clusters Score -6285767 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -6286857.500000 Penalty: 5386.158691
	Iteration 3Q: 3 clusters Score -6286858 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -6288485.500000 Penalty: 5386.158691
	Iteration 4F: 3 clusters Score -6288486 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -6290420.000000 Penalty: 5386.158691
	Iteration 5F: 3 clusters Score -6290420 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -6292676.000000 Penalty: 5386.158691
	Iteration 6F: 3 clusters Score -6292676 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -6294839.000000 Penalty: 5386.158691
	Iteration 7F: 3 clusters Score -6294839 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -6296854.500000 Penalty: 5386.158691
	Iteration 8F: 3 clusters Score -6296854 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -6298857.000000 Penalty: 5386.158691
	Iteration 9F: 3 clusters Score -6298857 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -6300491.000000 Penalty: 5386.158691
	Iteration 10Q: 3 clusters Score -6300491 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -6301530.000000 Penalty: 5386.158691
	Iteration 11Q: 3 clusters Score -6301530 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -6302324.500000 Penalty: 5386.158691
	Iteration 12Q: 3 clusters Score -6302324 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -6302799.000000 Penalty: 5386.158691
	Iteration 13Q: 3 clusters Score -6302799 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -6303248.000000 Penalty: 5386.158691
	Iteration 14Q: 3 clusters Score -6303248 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -6303514.500000 Penalty: 5386.158691
	Iteration 15Q: 3 clusters Score -6303514 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -6303771.000000 Penalty: 5386.158691
	Iteration 16Q: 3 clusters Score -6303771 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -6303986.000000 Penalty: 5386.158691
	Iteration 17Q: 3 clusters Score -6303986 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -6304181.500000 Penalty: 5386.158691
	Iteration 18Q: 3 clusters Score -6304182 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -6304267.000000 Penalty: 5386.158691
	Iteration 19Q: 3 clusters Score -6304267 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -6304371.500000 Penalty: 5386.158691
	Iteration 20F: 3 clusters Score -6304372 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -6304453.500000 Penalty: 5386.158691
	Iteration 21Q: 3 clusters Score -6304454 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -6304487.000000 Penalty: 5386.158691
	Iteration 22Q: 3 clusters Score -6304487 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -6304552.000000 Penalty: 5386.158691
	Iteration 23Q: 3 clusters Score -6304552 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -6304635.000000 Penalty: 5386.158691
	Iteration 24Q: 3 clusters Score -6304635 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -6304671.000000 Penalty: 5386.158691
	Iteration 25Q: 3 clusters Score -6304671 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -6304699.500000 Penalty: 5386.158691
	Iteration 26Q: 3 clusters Score -6304700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -6304724.500000 Penalty: 5386.158691
	Iteration 27Q: 3 clusters Score -6304724 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -6304734.500000 Penalty: 5386.158691
	Iteration 28Q: 3 clusters Score -6304734 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -6304746.000000 Penalty: 5386.158691
	Iteration 29Q: 3 clusters Score -6304746 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -6304781.500000 Penalty: 5386.158691
	Iteration 30Q: 3 clusters Score -6304782 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -6304787.500000 Penalty: 5386.158691
	Iteration 31Q: 3 clusters Score -6304788 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -6304819.000000 Penalty: 5386.158691
	Iteration 32Q: 3 clusters Score -6304819 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -6304831.500000 Penalty: 5386.158691
	Iteration 33Q: 3 clusters Score -6304832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -6304815.500000 Penalty: 5386.158691
	Iteration 34Q: 3 clusters Score -6304816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -6304826.000000 Penalty: 5386.158691
	Iteration 35Q: 3 clusters Score -6304826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -6304840.000000 Penalty: 5386.158691
	Iteration 36Q: 3 clusters Score -6304840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -6304847.500000 Penalty: 5386.158691
	Iteration 37Q: 3 clusters Score -6304848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -6304852.500000 Penalty: 5386.158691
	Iteration 38Q: 3 clusters Score -6304852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -6304860.000000 Penalty: 5386.158691
	Iteration 39Q: 3 clusters Score -6304860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -6304879.000000 Penalty: 5386.158691
	Iteration 40F: 3 clusters Score -6304879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -6304897.000000 Penalty: 5386.158691
	Iteration 41Q: 3 clusters Score -6304897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -6304899.000000 Penalty: 5386.158691
	Iteration 42Q: 3 clusters Score -6304899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -6304913.000000 Penalty: 5386.158691
	Iteration 43Q: 3 clusters Score -6304913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -6304929.500000 Penalty: 5386.158691
	Iteration 44Q: 3 clusters Score -6304930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -6304926.500000 Penalty: 5386.158691
	Iteration 45Q: 3 clusters Score -6304926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -6304947.000000 Penalty: 5386.158691
	Iteration 46Q: 3 clusters Score -6304947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -6304951.000000 Penalty: 5386.158691
	Iteration 47Q: 3 clusters Score -6304951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -6304953.000000 Penalty: 5386.158691
	Iteration 48Q: 3 clusters Score -6304953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -6304942.500000 Penalty: 5386.158691
	Iteration 49Q: 3 clusters Score -6304942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -6304941.500000 Penalty: 5386.158691
	Iteration 50Q: 3 clusters Score -6304942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -6304953.000000 Penalty: 5386.158691
	Iteration 51Q: 3 clusters Score -6304953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -6304942.000000 Penalty: 5386.158691
	Iteration 52Q: 3 clusters Score -6304942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -6304936.000000 Penalty: 5386.158691
	Iteration 53Q: 3 clusters Score -6304936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -6304937.000000 Penalty: 5386.158691
	Iteration 54Q: 3 clusters Score -6304937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -6304934.000000 Penalty: 5386.158691
	Iteration 55Q: 3 clusters Score -6304934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -6304938.000000 Penalty: 5386.158691
	Iteration 56Q: 3 clusters Score -6304938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -6304942.500000 Penalty: 5386.158691
	Iteration 57Q: 3 clusters Score -6304942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -6304938.500000 Penalty: 5386.158691
	Iteration 58Q: 3 clusters Score -6304938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -6304929.000000 Penalty: 5386.158691
	Iteration 59Q: 3 clusters Score -6304929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -6304933.000000 Penalty: 5386.158691
	Iteration 60F: 3 clusters Score -6304933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -6304936.500000 Penalty: 5386.158691
	Iteration 61Q: 3 clusters Score -6304936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -6304939.500000 Penalty: 5386.158691
	Iteration 62Q: 3 clusters Score -6304940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -6304937.000000 Penalty: 5386.158691
	Iteration 63Q: 3 clusters Score -6304937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -6304937.000000 Penalty: 5386.158691
	Iteration 64F: 3 clusters Score -6304937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Entering Unmasked Estep 
Score: -4048034.500000 Penalty: 2597.604736
	Iteration 0F: 2 clusters Score -4048034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -4023741.250000 Penalty: 5195.209473
	Iteration 0F: 3 clusters Score -4023741 nChanged 16223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4032804.250000 Penalty: 5195.209473
	Iteration 1F: 3 clusters Score -4032804 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4033355.000000 Penalty: 5195.209473
	Iteration 2Q: 3 clusters Score -4033355 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4033946.750000 Penalty: 5195.209473
	Iteration 3Q: 3 clusters Score -4033947 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4034752.500000 Penalty: 5195.209473
	Iteration 4Q: 3 clusters Score -4034752 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -4035920.500000 Penalty: 5195.209473
	Iteration 5F: 3 clusters Score -4035920 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -4037648.500000 Penalty: 5195.209473
	Iteration 6F: 3 clusters Score -4037648 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -4039765.250000 Penalty: 5195.209473
	Iteration 7F: 3 clusters Score -4039765 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -4041785.500000 Penalty: 5195.209473
	Iteration 8F: 3 clusters Score -4041786 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -4043213.750000 Penalty: 5195.209473
	Iteration 9Q: 3 clusters Score -4043214 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4044205.000000 Penalty: 5195.209473
	Iteration 10Q: 3 clusters Score -4044205 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4044731.000000 Penalty: 5195.209473
	Iteration 11Q: 3 clusters Score -4044731 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4045073.500000 Penalty: 5195.209473
	Iteration 12Q: 3 clusters Score -4045074 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4045295.500000 Penalty: 5195.209473
	Iteration 13Q: 3 clusters Score -4045296 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4045442.750000 Penalty: 5195.209473
	Iteration 14Q: 3 clusters Score -4045443 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4045564.500000 Penalty: 5195.209473
	Iteration 15Q: 3 clusters Score -4045564 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4045673.750000 Penalty: 5195.209473
	Iteration 16Q: 3 clusters Score -4045674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -4045746.000000 Penalty: 5195.209473
	Iteration 17Q: 3 clusters Score -4045746 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -4045802.250000 Penalty: 5195.209473
	Iteration 18Q: 3 clusters Score -4045802 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4045831.000000 Penalty: 5195.209473
	Iteration 19Q: 3 clusters Score -4045831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4045852.500000 Penalty: 5195.209473
	Iteration 20F: 3 clusters Score -4045852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4045862.750000 Penalty: 5195.209473
	Iteration 21Q: 3 clusters Score -4045863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4045878.500000 Penalty: 5195.209473
	Iteration 22Q: 3 clusters Score -4045878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4045908.250000 Penalty: 5195.209473
	Iteration 23Q: 3 clusters Score -4045908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4045921.750000 Penalty: 5195.209473
	Iteration 24Q: 3 clusters Score -4045922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4045930.500000 Penalty: 5195.209473
	Iteration 25Q: 3 clusters Score -4045930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4045942.750000 Penalty: 5195.209473
	Iteration 26Q: 3 clusters Score -4045943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -4045958.000000 Penalty: 5195.209473
	Iteration 27Q: 3 clusters Score -4045958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4045963.500000 Penalty: 5195.209473
	Iteration 28Q: 3 clusters Score -4045964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -4045971.000000 Penalty: 5195.209473
	Iteration 29Q: 3 clusters Score -4045971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4045973.000000 Penalty: 5195.209473
	Iteration 30Q: 3 clusters Score -4045973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -4045988.750000 Penalty: 5195.209473
	Iteration 31Q: 3 clusters Score -4045989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4045989.500000 Penalty: 5195.209473
	Iteration 32Q: 3 clusters Score -4045990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4045998.500000 Penalty: 5195.209473
	Iteration 33Q: 3 clusters Score -4045998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4046000.250000 Penalty: 5195.209473
	Iteration 34Q: 3 clusters Score -4046000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4046002.500000 Penalty: 5195.209473
	Iteration 35Q: 3 clusters Score -4046002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4046003.750000 Penalty: 5195.209473
	Iteration 36Q: 3 clusters Score -4046004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -4046006.000000 Penalty: 5195.209473
	Iteration 37Q: 3 clusters Score -4046006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4046001.000000 Penalty: 5195.209473
	Iteration 38Q: 3 clusters Score -4046001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4046002.500000 Penalty: 5195.209473
	Iteration 39Q: 3 clusters Score -4046002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4046007.750000 Penalty: 5195.209473
	Iteration 40F: 3 clusters Score -4046008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4046007.750000 Penalty: 5195.209473
	Iteration 41Q: 3 clusters Score -4046008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4046008.000000 Penalty: 5195.209473
	Iteration 42Q: 3 clusters Score -4046008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4046010.500000 Penalty: 5195.209473
	Iteration 43Q: 3 clusters Score -4046010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4046017.250000 Penalty: 5195.209473
	Iteration 44Q: 3 clusters Score -4046017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4046020.000000 Penalty: 5195.209473
	Iteration 45Q: 3 clusters Score -4046020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -4046019.500000 Penalty: 5195.209473
	Iteration 46Q: 3 clusters Score -4046020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4046021.250000 Penalty: 5195.209473
	Iteration 47Q: 3 clusters Score -4046021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4046026.000000 Penalty: 5195.209473
	Iteration 48Q: 3 clusters Score -4046026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4046026.000000 Penalty: 5195.209473
	Iteration 49F: 3 clusters Score -4046026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Entering Unmasked Estep 
Score: -1885866.625000 Penalty: 2403.683594
	Iteration 0F: 2 clusters Score -1885867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1874172.625000 Penalty: 4807.367188
	Iteration 0F: 3 clusters Score -1874173 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1878095.875000 Penalty: 4807.367188
	Iteration 1F: 3 clusters Score -1878096 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1878676.750000 Penalty: 4807.367188
	Iteration 2F: 3 clusters Score -1878677 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1879381.750000 Penalty: 4807.367188
	Iteration 3F: 3 clusters Score -1879382 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1880276.500000 Penalty: 4807.367188
	Iteration 4F: 3 clusters Score -1880276 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1881232.375000 Penalty: 4807.367188
	Iteration 5F: 3 clusters Score -1881232 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1882195.750000 Penalty: 4807.367188
	Iteration 6F: 3 clusters Score -1882196 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1883031.375000 Penalty: 4807.367188
	Iteration 7F: 3 clusters Score -1883031 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1883712.375000 Penalty: 4807.367188
	Iteration 8Q: 3 clusters Score -1883712 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1884221.375000 Penalty: 4807.367188
	Iteration 9Q: 3 clusters Score -1884221 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1884620.750000 Penalty: 4807.367188
	Iteration 10Q: 3 clusters Score -1884621 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1884968.625000 Penalty: 4807.367188
	Iteration 11Q: 3 clusters Score -1884969 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1885194.750000 Penalty: 4807.367188
	Iteration 12Q: 3 clusters Score -1885195 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1885267.750000 Penalty: 4807.367188
	Iteration 13Q: 3 clusters Score -1885268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1885316.625000 Penalty: 4807.367188
	Iteration 14Q: 3 clusters Score -1885317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1885323.375000 Penalty: 4807.367188
	Iteration 15Q: 3 clusters Score -1885323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1885331.875000 Penalty: 4807.367188
	Iteration 16Q: 3 clusters Score -1885332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1885337.875000 Penalty: 4807.367188
	Iteration 17Q: 3 clusters Score -1885338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1885337.250000 Penalty: 4807.367188
	Iteration 18Q: 3 clusters Score -1885337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1885336.375000 Penalty: 4807.367188
	Iteration 19Q: 3 clusters Score -1885336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1885338.000000 Penalty: 4807.367188
	Iteration 20F: 3 clusters Score -1885338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1885339.250000 Penalty: 4807.367188
	Iteration 21Q: 3 clusters Score -1885339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1885340.125000 Penalty: 4807.367188
	Iteration 22Q: 3 clusters Score -1885340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1885341.875000 Penalty: 4807.367188
	Iteration 23Q: 3 clusters Score -1885342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1885345.250000 Penalty: 4807.367188
	Iteration 24Q: 3 clusters Score -1885345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1885349.500000 Penalty: 4807.367188
	Iteration 25Q: 3 clusters Score -1885350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1885349.250000 Penalty: 4807.367188
	Iteration 26Q: 3 clusters Score -1885349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1885343.500000 Penalty: 4807.367188
	Iteration 27Q: 3 clusters Score -1885344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1885346.625000 Penalty: 4807.367188
	Iteration 28Q: 3 clusters Score -1885347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1885347.000000 Penalty: 4807.367188
	Iteration 29Q: 3 clusters Score -1885347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1885348.125000 Penalty: 4807.367188
	Iteration 30Q: 3 clusters Score -1885348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1885347.125000 Penalty: 4807.367188
	Iteration 31Q: 3 clusters Score -1885347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1885346.375000 Penalty: 4807.367188
	Iteration 32Q: 3 clusters Score -1885346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1885346.375000 Penalty: 4807.367188
	Iteration 33F: 3 clusters Score -1885346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -311567.781250 Penalty: 1952.935303
	Iteration 0F: 2 clusters Score -311567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -308538.593750 Penalty: 3905.870605
	Iteration 0F: 3 clusters Score -308538.6 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -309122.562500 Penalty: 3905.870605
	Iteration 1F: 3 clusters Score -309122.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -309284.687500 Penalty: 3905.870605
	Iteration 2F: 3 clusters Score -309284.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -309387.656250 Penalty: 3905.870605
	Iteration 3F: 3 clusters Score -309387.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -309455.187500 Penalty: 3905.870605
	Iteration 4Q: 3 clusters Score -309455.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -309513.937500 Penalty: 3905.870605
	Iteration 5Q: 3 clusters Score -309513.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -309561.125000 Penalty: 3905.870605
	Iteration 6Q: 3 clusters Score -309561.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -309592.468750 Penalty: 3905.870605
	Iteration 7Q: 3 clusters Score -309592.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -309625.375000 Penalty: 3905.870605
	Iteration 8Q: 3 clusters Score -309625.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -309653.156250 Penalty: 3905.870605
	Iteration 9Q: 3 clusters Score -309653.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -309677.687500 Penalty: 3905.870605
	Iteration 10Q: 3 clusters Score -309677.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -309702.062500 Penalty: 3905.870605
	Iteration 11Q: 3 clusters Score -309702.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -309729.406250 Penalty: 3905.870605
	Iteration 12Q: 3 clusters Score -309729.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -309759.031250 Penalty: 3905.870605
	Iteration 13Q: 3 clusters Score -309759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -309789.125000 Penalty: 3905.870605
	Iteration 14Q: 3 clusters Score -309789.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -309818.406250 Penalty: 3905.870605
	Iteration 15Q: 3 clusters Score -309818.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -309842.656250 Penalty: 3905.870605
	Iteration 16Q: 3 clusters Score -309842.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -309865.031250 Penalty: 3905.870605
	Iteration 17Q: 3 clusters Score -309865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -309880.968750 Penalty: 3905.870605
	Iteration 18Q: 3 clusters Score -309881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -309889.281250 Penalty: 3905.870605
	Iteration 19Q: 3 clusters Score -309889.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309901.656250 Penalty: 3905.870605
	Iteration 20F: 3 clusters Score -309901.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -309917.781250 Penalty: 3905.870605
	Iteration 21Q: 3 clusters Score -309917.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -309935.406250 Penalty: 3905.870605
	Iteration 22Q: 3 clusters Score -309935.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -309959.750000 Penalty: 3905.870605
	Iteration 23Q: 3 clusters Score -309959.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -309981.812500 Penalty: 3905.870605
	Iteration 24Q: 3 clusters Score -309981.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -310005.750000 Penalty: 3905.870605
	Iteration 25Q: 3 clusters Score -310005.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -310024.031250 Penalty: 3905.870605
	Iteration 26Q: 3 clusters Score -310024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -310038.187500 Penalty: 3905.870605
	Iteration 27Q: 3 clusters Score -310038.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -310051.250000 Penalty: 3905.870605
	Iteration 28Q: 3 clusters Score -310051.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -310070.468750 Penalty: 3905.870605
	Iteration 29Q: 3 clusters Score -310070.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -310084.750000 Penalty: 3905.870605
	Iteration 30Q: 3 clusters Score -310084.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -310092.937500 Penalty: 3905.870605
	Iteration 31Q: 3 clusters Score -310092.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -310102.562500 Penalty: 3905.870605
	Iteration 32Q: 3 clusters Score -310102.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -310111.218750 Penalty: 3905.870605
	Iteration 33Q: 3 clusters Score -310111.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -310112.812500 Penalty: 3905.870605
	Iteration 34Q: 3 clusters Score -310112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -310113.093750 Penalty: 3905.870605
	Iteration 35Q: 3 clusters Score -310113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -310113.781250 Penalty: 3905.870605
	Iteration 36Q: 3 clusters Score -310113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -310114.062500 Penalty: 3905.870605
	Iteration 37Q: 3 clusters Score -310114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -310114.062500 Penalty: 3905.870605
	Iteration 38F: 3 clusters Score -310114.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Entering Unmasked Estep 
Score: -768533.250000 Penalty: 2187.606689
	Iteration 0F: 2 clusters Score -768533.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -762876.812500 Penalty: 4375.213379
	Iteration 0F: 3 clusters Score -762876.8 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -764461.562500 Penalty: 4375.213379
	Iteration 1F: 3 clusters Score -764461.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -764830.625000 Penalty: 4375.213379
	Iteration 2F: 3 clusters Score -764830.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -765115.562500 Penalty: 4375.213379
	Iteration 3F: 3 clusters Score -765115.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -765287.312500 Penalty: 4375.213379
	Iteration 4Q: 3 clusters Score -765287.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -765415.312500 Penalty: 4375.213379
	Iteration 5Q: 3 clusters Score -765415.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -765537.125000 Penalty: 4375.213379
	Iteration 6Q: 3 clusters Score -765537.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -765648.875000 Penalty: 4375.213379
	Iteration 7Q: 3 clusters Score -765648.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -765819.625000 Penalty: 4375.213379
	Iteration 8Q: 3 clusters Score -765819.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -766030.625000 Penalty: 4375.213379
	Iteration 9Q: 3 clusters Score -766030.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -766265.937500 Penalty: 4375.213379
	Iteration 10Q: 3 clusters Score -766265.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -766488.437500 Penalty: 4375.213379
	Iteration 11Q: 3 clusters Score -766488.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -766682.625000 Penalty: 4375.213379
	Iteration 12Q: 3 clusters Score -766682.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -766846.437500 Penalty: 4375.213379
	Iteration 13Q: 3 clusters Score -766846.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -766961.562500 Penalty: 4375.213379
	Iteration 14Q: 3 clusters Score -766961.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -767033.625000 Penalty: 4375.213379
	Iteration 15Q: 3 clusters Score -767033.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -767079.625000 Penalty: 4375.213379
	Iteration 16Q: 3 clusters Score -767079.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -767119.437500 Penalty: 4375.213379
	Iteration 17Q: 3 clusters Score -767119.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -767150.000000 Penalty: 4375.213379
	Iteration 18Q: 3 clusters Score -767150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -767168.875000 Penalty: 4375.213379
	Iteration 19Q: 3 clusters Score -767168.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -767186.187500 Penalty: 4375.213379
	Iteration 20F: 3 clusters Score -767186.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -767191.250000 Penalty: 4375.213379
	Iteration 21Q: 3 clusters Score -767191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -767196.625000 Penalty: 4375.213379
	Iteration 22Q: 3 clusters Score -767196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -767198.187500 Penalty: 4375.213379
	Iteration 23Q: 3 clusters Score -767198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -767199.875000 Penalty: 4375.213379
	Iteration 24Q: 3 clusters Score -767199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -767199.875000 Penalty: 4375.213379
	Iteration 25Q: 3 clusters Score -767199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -767199.812500 Penalty: 4375.213379
	Iteration 26Q: 3 clusters Score -767199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -767200.375000 Penalty: 4375.213379
	Iteration 27Q: 3 clusters Score -767200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -767200.375000 Penalty: 4375.213379
	Iteration 28F: 3 clusters Score -767200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Entering Unmasked Estep 
Score: -1317685.625000 Penalty: 2308.926025
	Iteration 0F: 2 clusters Score -1317686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1309358.125000 Penalty: 4617.852051
	Iteration 0F: 3 clusters Score -1309358 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1311895.125000 Penalty: 4617.852051
	Iteration 1F: 3 clusters Score -1311895 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1312221.375000 Penalty: 4617.852051
	Iteration 2F: 3 clusters Score -1312221 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1312484.250000 Penalty: 4617.852051
	Iteration 3F: 3 clusters Score -1312484 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1312688.375000 Penalty: 4617.852051
	Iteration 4Q: 3 clusters Score -1312688 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1312819.375000 Penalty: 4617.852051
	Iteration 5Q: 3 clusters Score -1312819 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1312952.875000 Penalty: 4617.852051
	Iteration 6Q: 3 clusters Score -1312953 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1313103.375000 Penalty: 4617.852051
	Iteration 7Q: 3 clusters Score -1313103 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1313293.500000 Penalty: 4617.852051
	Iteration 8Q: 3 clusters Score -1313294 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1313497.250000 Penalty: 4617.852051
	Iteration 9Q: 3 clusters Score -1313497 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1313750.000000 Penalty: 4617.852051
	Iteration 10Q: 3 clusters Score -1313750 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1314074.500000 Penalty: 4617.852051
	Iteration 11Q: 3 clusters Score -1314074 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1314434.500000 Penalty: 4617.852051
	Iteration 12Q: 3 clusters Score -1314434 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1314792.625000 Penalty: 4617.852051
	Iteration 13Q: 3 clusters Score -1314793 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1315089.250000 Penalty: 4617.852051
	Iteration 14Q: 3 clusters Score -1315089 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1315316.500000 Penalty: 4617.852051
	Iteration 15Q: 3 clusters Score -1315316 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1315504.125000 Penalty: 4617.852051
	Iteration 16Q: 3 clusters Score -1315504 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1315647.750000 Penalty: 4617.852051
	Iteration 17Q: 3 clusters Score -1315648 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1315752.375000 Penalty: 4617.852051
	Iteration 18Q: 3 clusters Score -1315752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1315826.375000 Penalty: 4617.852051
	Iteration 19Q: 3 clusters Score -1315826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1315880.375000 Penalty: 4617.852051
	Iteration 20F: 3 clusters Score -1315880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1315918.750000 Penalty: 4617.852051
	Iteration 21Q: 3 clusters Score -1315919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1315955.625000 Penalty: 4617.852051
	Iteration 22Q: 3 clusters Score -1315956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1315972.375000 Penalty: 4617.852051
	Iteration 23Q: 3 clusters Score -1315972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1315981.625000 Penalty: 4617.852051
	Iteration 24Q: 3 clusters Score -1315982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1315984.500000 Penalty: 4617.852051
	Iteration 25Q: 3 clusters Score -1315984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1315985.500000 Penalty: 4617.852051
	Iteration 26Q: 3 clusters Score -1315986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1315991.375000 Penalty: 4617.852051
	Iteration 27Q: 3 clusters Score -1315991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1315997.500000 Penalty: 4617.852051
	Iteration 28Q: 3 clusters Score -1315998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1316002.375000 Penalty: 4617.852051
	Iteration 29Q: 3 clusters Score -1316002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1316005.375000 Penalty: 4617.852051
	Iteration 30Q: 3 clusters Score -1316005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1316014.625000 Penalty: 4617.852051
	Iteration 31Q: 3 clusters Score -1316015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1316022.000000 Penalty: 4617.852051
	Iteration 32Q: 3 clusters Score -1316022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1316026.500000 Penalty: 4617.852051
	Iteration 33Q: 3 clusters Score -1316026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1316034.000000 Penalty: 4617.852051
	Iteration 34Q: 3 clusters Score -1316034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1316037.125000 Penalty: 4617.852051
	Iteration 35Q: 3 clusters Score -1316037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1316038.500000 Penalty: 4617.852051
	Iteration 36Q: 3 clusters Score -1316038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1316039.125000 Penalty: 4617.852051
	Iteration 37Q: 3 clusters Score -1316039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1316042.375000 Penalty: 4617.852051
	Iteration 38Q: 3 clusters Score -1316042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1316041.375000 Penalty: 4617.852051
	Iteration 39Q: 3 clusters Score -1316041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1316043.750000 Penalty: 4617.852051
	Iteration 40F: 3 clusters Score -1316044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1316042.625000 Penalty: 4617.852051
	Iteration 41Q: 3 clusters Score -1316043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1316042.625000 Penalty: 4617.852051
	Iteration 42F: 3 clusters Score -1316043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Entering Unmasked Estep 
Score: -3079028.500000 Penalty: 2541.731934
	Iteration 0F: 2 clusters Score -3079028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3059652.750000 Penalty: 5083.463867
	Iteration 0F: 3 clusters Score -3059653 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3067322.250000 Penalty: 5083.463867
	Iteration 1F: 3 clusters Score -3067322 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3068604.750000 Penalty: 5083.463867
	Iteration 2F: 3 clusters Score -3068605 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3069951.750000 Penalty: 5083.463867
	Iteration 3F: 3 clusters Score -3069952 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3071286.000000 Penalty: 5083.463867
	Iteration 4F: 3 clusters Score -3071286 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3072480.500000 Penalty: 5083.463867
	Iteration 5F: 3 clusters Score -3072480 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3073383.750000 Penalty: 5083.463867
	Iteration 6F: 3 clusters Score -3073384 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3074088.250000 Penalty: 5083.463867
	Iteration 7Q: 3 clusters Score -3074088 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3074601.750000 Penalty: 5083.463867
	Iteration 8Q: 3 clusters Score -3074602 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3075033.500000 Penalty: 5083.463867
	Iteration 9Q: 3 clusters Score -3075034 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -3075413.250000 Penalty: 5083.463867
	Iteration 10Q: 3 clusters Score -3075413 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3075744.500000 Penalty: 5083.463867
	Iteration 11Q: 3 clusters Score -3075744 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3076051.250000 Penalty: 5083.463867
	Iteration 12Q: 3 clusters Score -3076051 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -3076304.500000 Penalty: 5083.463867
	Iteration 13Q: 3 clusters Score -3076304 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3076529.500000 Penalty: 5083.463867
	Iteration 14Q: 3 clusters Score -3076530 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3076761.000000 Penalty: 5083.463867
	Iteration 15Q: 3 clusters Score -3076761 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3076949.250000 Penalty: 5083.463867
	Iteration 16Q: 3 clusters Score -3076949 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3077100.500000 Penalty: 5083.463867
	Iteration 17Q: 3 clusters Score -3077100 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3077213.000000 Penalty: 5083.463867
	Iteration 18Q: 3 clusters Score -3077213 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3077287.500000 Penalty: 5083.463867
	Iteration 19Q: 3 clusters Score -3077288 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3077360.750000 Penalty: 5083.463867
	Iteration 20F: 3 clusters Score -3077361 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3077398.000000 Penalty: 5083.463867
	Iteration 21Q: 3 clusters Score -3077398 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3077431.500000 Penalty: 5083.463867
	Iteration 22Q: 3 clusters Score -3077432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3077462.500000 Penalty: 5083.463867
	Iteration 23Q: 3 clusters Score -3077462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3077476.250000 Penalty: 5083.463867
	Iteration 24Q: 3 clusters Score -3077476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3077495.250000 Penalty: 5083.463867
	Iteration 25Q: 3 clusters Score -3077495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3077500.500000 Penalty: 5083.463867
	Iteration 26Q: 3 clusters Score -3077500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3077508.000000 Penalty: 5083.463867
	Iteration 27Q: 3 clusters Score -3077508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3077522.250000 Penalty: 5083.463867
	Iteration 28Q: 3 clusters Score -3077522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3077535.750000 Penalty: 5083.463867
	Iteration 29Q: 3 clusters Score -3077536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3077548.750000 Penalty: 5083.463867
	Iteration 30Q: 3 clusters Score -3077549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3077559.500000 Penalty: 5083.463867
	Iteration 31Q: 3 clusters Score -3077560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3077568.750000 Penalty: 5083.463867
	Iteration 32Q: 3 clusters Score -3077569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3077565.500000 Penalty: 5083.463867
	Iteration 33Q: 3 clusters Score -3077566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3077561.250000 Penalty: 5083.463867
	Iteration 34Q: 3 clusters Score -3077561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3077566.500000 Penalty: 5083.463867
	Iteration 35Q: 3 clusters Score -3077566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3077573.500000 Penalty: 5083.463867
	Iteration 36Q: 3 clusters Score -3077574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3077578.000000 Penalty: 5083.463867
	Iteration 37Q: 3 clusters Score -3077578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3077581.500000 Penalty: 5083.463867
	Iteration 38Q: 3 clusters Score -3077582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3077589.000000 Penalty: 5083.463867
	Iteration 39Q: 3 clusters Score -3077589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3077581.000000 Penalty: 5083.463867
	Iteration 40F: 3 clusters Score -3077581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3077582.500000 Penalty: 5083.463867
	Iteration 41Q: 3 clusters Score -3077582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3077586.750000 Penalty: 5083.463867
	Iteration 42Q: 3 clusters Score -3077587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3077586.750000 Penalty: 5083.463867
	Iteration 43F: 3 clusters Score -3077587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Entering Unmasked Estep 
Score: -1942541.250000 Penalty: 2406.500977
	Iteration 0F: 2 clusters Score -1942541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1930785.500000 Penalty: 4813.001953
	Iteration 0F: 3 clusters Score -1930786 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1934623.125000 Penalty: 4813.001953
	Iteration 1F: 3 clusters Score -1934623 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1934960.375000 Penalty: 4813.001953
	Iteration 2F: 3 clusters Score -1934960 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1935243.375000 Penalty: 4813.001953
	Iteration 3Q: 3 clusters Score -1935243 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1935501.500000 Penalty: 4813.001953
	Iteration 4Q: 3 clusters Score -1935502 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1935739.500000 Penalty: 4813.001953
	Iteration 5Q: 3 clusters Score -1935740 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1935974.375000 Penalty: 4813.001953
	Iteration 6Q: 3 clusters Score -1935974 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1936261.250000 Penalty: 4813.001953
	Iteration 7Q: 3 clusters Score -1936261 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1936659.500000 Penalty: 4813.001953
	Iteration 8Q: 3 clusters Score -1936660 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1937127.500000 Penalty: 4813.001953
	Iteration 9Q: 3 clusters Score -1937128 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1937670.625000 Penalty: 4813.001953
	Iteration 10Q: 3 clusters Score -1937671 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1938205.875000 Penalty: 4813.001953
	Iteration 11Q: 3 clusters Score -1938206 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1938680.625000 Penalty: 4813.001953
	Iteration 12Q: 3 clusters Score -1938681 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1939035.625000 Penalty: 4813.001953
	Iteration 13Q: 3 clusters Score -1939036 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1939308.125000 Penalty: 4813.001953
	Iteration 14Q: 3 clusters Score -1939308 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1939509.125000 Penalty: 4813.001953
	Iteration 15Q: 3 clusters Score -1939509 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1939700.375000 Penalty: 4813.001953
	Iteration 16Q: 3 clusters Score -1939700 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1939876.375000 Penalty: 4813.001953
	Iteration 17Q: 3 clusters Score -1939876 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1939990.125000 Penalty: 4813.001953
	Iteration 18Q: 3 clusters Score -1939990 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1940104.875000 Penalty: 4813.001953
	Iteration 19Q: 3 clusters Score -1940105 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1940182.625000 Penalty: 4813.001953
	Iteration 20F: 3 clusters Score -1940183 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1940254.750000 Penalty: 4813.001953
	Iteration 21Q: 3 clusters Score -1940255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1940298.375000 Penalty: 4813.001953
	Iteration 22Q: 3 clusters Score -1940298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1940331.500000 Penalty: 4813.001953
	Iteration 23Q: 3 clusters Score -1940332 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1940365.500000 Penalty: 4813.001953
	Iteration 24Q: 3 clusters Score -1940366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1940389.375000 Penalty: 4813.001953
	Iteration 25Q: 3 clusters Score -1940389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1940404.875000 Penalty: 4813.001953
	Iteration 26Q: 3 clusters Score -1940405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1940414.250000 Penalty: 4813.001953
	Iteration 27Q: 3 clusters Score -1940414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1940430.250000 Penalty: 4813.001953
	Iteration 28Q: 3 clusters Score -1940430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1940447.750000 Penalty: 4813.001953
	Iteration 29Q: 3 clusters Score -1940448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1940466.250000 Penalty: 4813.001953
	Iteration 30Q: 3 clusters Score -1940466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1940477.375000 Penalty: 4813.001953
	Iteration 31Q: 3 clusters Score -1940477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1940480.125000 Penalty: 4813.001953
	Iteration 32Q: 3 clusters Score -1940480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1940486.250000 Penalty: 4813.001953
	Iteration 33Q: 3 clusters Score -1940486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1940490.375000 Penalty: 4813.001953
	Iteration 34Q: 3 clusters Score -1940490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1940498.250000 Penalty: 4813.001953
	Iteration 35Q: 3 clusters Score -1940498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1940501.500000 Penalty: 4813.001953
	Iteration 36Q: 3 clusters Score -1940502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1940510.750000 Penalty: 4813.001953
	Iteration 37Q: 3 clusters Score -1940511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1940518.875000 Penalty: 4813.001953
	Iteration 38Q: 3 clusters Score -1940519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1940524.375000 Penalty: 4813.001953
	Iteration 39Q: 3 clusters Score -1940524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1940529.250000 Penalty: 4813.001953
	Iteration 40F: 3 clusters Score -1940529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1940533.125000 Penalty: 4813.001953
	Iteration 41Q: 3 clusters Score -1940533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1940537.250000 Penalty: 4813.001953
	Iteration 42Q: 3 clusters Score -1940537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1940535.250000 Penalty: 4813.001953
	Iteration 43Q: 3 clusters Score -1940535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1940544.000000 Penalty: 4813.001953
	Iteration 44Q: 3 clusters Score -1940544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1940548.250000 Penalty: 4813.001953
	Iteration 45Q: 3 clusters Score -1940548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1940552.000000 Penalty: 4813.001953
	Iteration 46Q: 3 clusters Score -1940552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1940557.625000 Penalty: 4813.001953
	Iteration 47Q: 3 clusters Score -1940558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1940560.000000 Penalty: 4813.001953
	Iteration 48Q: 3 clusters Score -1940560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1940561.875000 Penalty: 4813.001953
	Iteration 49Q: 3 clusters Score -1940562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1940566.250000 Penalty: 4813.001953
	Iteration 50Q: 3 clusters Score -1940566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1940564.875000 Penalty: 4813.001953
	Iteration 51Q: 3 clusters Score -1940565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1940567.000000 Penalty: 4813.001953
	Iteration 52Q: 3 clusters Score -1940567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1940563.750000 Penalty: 4813.001953
	Iteration 53Q: 3 clusters Score -1940564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1940563.750000 Penalty: 4813.001953
	Iteration 54F: 3 clusters Score -1940564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Entering Unmasked Estep 
Score: -2574982.250000 Penalty: 2477.584717
	Iteration 0F: 2 clusters Score -2574982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2559707.000000 Penalty: 4955.169434
	Iteration 0F: 3 clusters Score -2559707 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2565145.500000 Penalty: 4955.169434
	Iteration 1F: 3 clusters Score -2565146 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2565983.500000 Penalty: 4955.169434
	Iteration 2F: 3 clusters Score -2565984 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2567001.000000 Penalty: 4955.169434
	Iteration 3F: 3 clusters Score -2567001 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2568267.250000 Penalty: 4955.169434
	Iteration 4F: 3 clusters Score -2568267 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2569745.000000 Penalty: 4955.169434
	Iteration 5F: 3 clusters Score -2569745 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2571145.750000 Penalty: 4955.169434
	Iteration 6F: 3 clusters Score -2571146 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2572133.000000 Penalty: 4955.169434
	Iteration 7F: 3 clusters Score -2572133 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2572756.250000 Penalty: 4955.169434
	Iteration 8Q: 3 clusters Score -2572756 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2573182.500000 Penalty: 4955.169434
	Iteration 9Q: 3 clusters Score -2573182 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2573438.000000 Penalty: 4955.169434
	Iteration 10Q: 3 clusters Score -2573438 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2573578.000000 Penalty: 4955.169434
	Iteration 11Q: 3 clusters Score -2573578 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2573658.250000 Penalty: 4955.169434
	Iteration 12Q: 3 clusters Score -2573658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2573701.750000 Penalty: 4955.169434
	Iteration 13Q: 3 clusters Score -2573702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2573722.250000 Penalty: 4955.169434
	Iteration 14Q: 3 clusters Score -2573722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2573729.500000 Penalty: 4955.169434
	Iteration 15Q: 3 clusters Score -2573730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2573741.250000 Penalty: 4955.169434
	Iteration 16Q: 3 clusters Score -2573741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2573754.750000 Penalty: 4955.169434
	Iteration 17Q: 3 clusters Score -2573755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2573764.000000 Penalty: 4955.169434
	Iteration 18Q: 3 clusters Score -2573764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2573759.250000 Penalty: 4955.169434
	Iteration 19Q: 3 clusters Score -2573759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2573772.750000 Penalty: 4955.169434
	Iteration 20F: 3 clusters Score -2573773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2573770.750000 Penalty: 4955.169434
	Iteration 21Q: 3 clusters Score -2573771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2573781.250000 Penalty: 4955.169434
	Iteration 22Q: 3 clusters Score -2573781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2573778.750000 Penalty: 4955.169434
	Iteration 23Q: 3 clusters Score -2573779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2573786.000000 Penalty: 4955.169434
	Iteration 24Q: 3 clusters Score -2573786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2573782.500000 Penalty: 4955.169434
	Iteration 25Q: 3 clusters Score -2573782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2573784.500000 Penalty: 4955.169434
	Iteration 26Q: 3 clusters Score -2573784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2573787.750000 Penalty: 4955.169434
	Iteration 27Q: 3 clusters Score -2573788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2573794.000000 Penalty: 4955.169434
	Iteration 28Q: 3 clusters Score -2573794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2573794.000000 Penalty: 4955.169434
	Iteration 29Q: 3 clusters Score -2573794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2573790.500000 Penalty: 4955.169434
	Iteration 30Q: 3 clusters Score -2573790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2573787.500000 Penalty: 4955.169434
	Iteration 31Q: 3 clusters Score -2573788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2573788.000000 Penalty: 4955.169434
	Iteration 32Q: 3 clusters Score -2573788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2573789.500000 Penalty: 4955.169434
	Iteration 33Q: 3 clusters Score -2573790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2573794.500000 Penalty: 4955.169434
	Iteration 34Q: 3 clusters Score -2573794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2573795.250000 Penalty: 4955.169434
	Iteration 35Q: 3 clusters Score -2573795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2573791.750000 Penalty: 4955.169434
	Iteration 36Q: 3 clusters Score -2573792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2573792.000000 Penalty: 4955.169434
	Iteration 37Q: 3 clusters Score -2573792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2573791.750000 Penalty: 4955.169434
	Iteration 38Q: 3 clusters Score -2573792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2573792.750000 Penalty: 4955.169434
	Iteration 39Q: 3 clusters Score -2573793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2573791.250000 Penalty: 4955.169434
	Iteration 40F: 3 clusters Score -2573791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -430615.656250 Penalty: 1989.434326
	Iteration 0F: 2 clusters Score -430615.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -427391.937500 Penalty: 3978.868652
	Iteration 0F: 3 clusters Score -427391.9 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -428274.156250 Penalty: 3978.868652
	Iteration 1F: 3 clusters Score -428274.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -428731.843750 Penalty: 3978.868652
	Iteration 2F: 3 clusters Score -428731.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -429250.343750 Penalty: 3978.868652
	Iteration 3F: 3 clusters Score -429250.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -429669.781250 Penalty: 3978.868652
	Iteration 4F: 3 clusters Score -429669.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -429933.937500 Penalty: 3978.868652
	Iteration 5F: 3 clusters Score -429933.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -430090.812500 Penalty: 3978.868652
	Iteration 6Q: 3 clusters Score -430090.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -430180.218750 Penalty: 3978.868652
	Iteration 7Q: 3 clusters Score -430180.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -430258.656250 Penalty: 3978.868652
	Iteration 8Q: 3 clusters Score -430258.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -430346.156250 Penalty: 3978.868652
	Iteration 9Q: 3 clusters Score -430346.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -430413.031250 Penalty: 3978.868652
	Iteration 10Q: 3 clusters Score -430413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -430463.687500 Penalty: 3978.868652
	Iteration 11Q: 3 clusters Score -430463.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -430496.718750 Penalty: 3978.868652
	Iteration 12Q: 3 clusters Score -430496.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -430516.562500 Penalty: 3978.868652
	Iteration 13Q: 3 clusters Score -430516.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -430528.000000 Penalty: 3978.868652
	Iteration 14Q: 3 clusters Score -430528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -430533.156250 Penalty: 3978.868652
	Iteration 15Q: 3 clusters Score -430533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -430535.500000 Penalty: 3978.868652
	Iteration 16Q: 3 clusters Score -430535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -430535.593750 Penalty: 3978.868652
	Iteration 17Q: 3 clusters Score -430535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -430536.562500 Penalty: 3978.868652
	Iteration 18Q: 3 clusters Score -430536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -430536.437500 Penalty: 3978.868652
	Iteration 19Q: 3 clusters Score -430536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -430540.468750 Penalty: 3978.868652
	Iteration 20F: 3 clusters Score -430540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -430542.312500 Penalty: 3978.868652
	Iteration 21Q: 3 clusters Score -430542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -430545.531250 Penalty: 3978.868652
	Iteration 22Q: 3 clusters Score -430545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -430550.875000 Penalty: 3978.868652
	Iteration 23Q: 3 clusters Score -430550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -430555.593750 Penalty: 3978.868652
	Iteration 24Q: 3 clusters Score -430555.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -430561.218750 Penalty: 3978.868652
	Iteration 25Q: 3 clusters Score -430561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -430562.531250 Penalty: 3978.868652
	Iteration 26Q: 3 clusters Score -430562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -430563.750000 Penalty: 3978.868652
	Iteration 27Q: 3 clusters Score -430563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -430564.968750 Penalty: 3978.868652
	Iteration 28Q: 3 clusters Score -430565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -430565.500000 Penalty: 3978.868652
	Iteration 29Q: 3 clusters Score -430565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -430567.562500 Penalty: 3978.868652
	Iteration 30Q: 3 clusters Score -430567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -430569.000000 Penalty: 3978.868652
	Iteration 31Q: 3 clusters Score -430569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -430568.937500 Penalty: 3978.868652
	Iteration 32Q: 3 clusters Score -430568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -430569.812500 Penalty: 3978.868652
	Iteration 33Q: 3 clusters Score -430569.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -430569.812500 Penalty: 3978.868652
	Iteration 34F: 3 clusters Score -430569.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Entering Unmasked Estep 
Score: -575939.312500 Penalty: 2115.026123
	Iteration 0F: 2 clusters Score -575939.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -571419.312500 Penalty: 4230.052246
	Iteration 0F: 3 clusters Score -571419.3 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -572517.687500 Penalty: 4230.052246
	Iteration 1F: 3 clusters Score -572517.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -572810.000000 Penalty: 4230.052246
	Iteration 2F: 3 clusters Score -572810 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -573053.125000 Penalty: 4230.052246
	Iteration 3F: 3 clusters Score -573053.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -573253.875000 Penalty: 4230.052246
	Iteration 4F: 3 clusters Score -573253.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -573424.125000 Penalty: 4230.052246
	Iteration 5Q: 3 clusters Score -573424.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -573577.375000 Penalty: 4230.052246
	Iteration 6Q: 3 clusters Score -573577.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -573711.250000 Penalty: 4230.052246
	Iteration 7Q: 3 clusters Score -573711.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -573806.687500 Penalty: 4230.052246
	Iteration 8Q: 3 clusters Score -573806.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -573884.625000 Penalty: 4230.052246
	Iteration 9Q: 3 clusters Score -573884.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -573958.375000 Penalty: 4230.052246
	Iteration 10Q: 3 clusters Score -573958.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -574022.937500 Penalty: 4230.052246
	Iteration 11Q: 3 clusters Score -574022.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -574084.312500 Penalty: 4230.052246
	Iteration 12Q: 3 clusters Score -574084.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -574158.125000 Penalty: 4230.052246
	Iteration 13Q: 3 clusters Score -574158.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -574249.937500 Penalty: 4230.052246
	Iteration 14Q: 3 clusters Score -574249.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -574401.125000 Penalty: 4230.052246
	Iteration 15Q: 3 clusters Score -574401.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -574611.375000 Penalty: 4230.052246
	Iteration 16Q: 3 clusters Score -574611.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -574863.625000 Penalty: 4230.052246
	Iteration 17Q: 3 clusters Score -574863.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -575106.187500 Penalty: 4230.052246
	Iteration 18Q: 3 clusters Score -575106.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -575302.125000 Penalty: 4230.052246
	Iteration 19Q: 3 clusters Score -575302.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -575399.437500 Penalty: 4230.052246
	Iteration 20F: 3 clusters Score -575399.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -575450.437500 Penalty: 4230.052246
	Iteration 21Q: 3 clusters Score -575450.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -575470.500000 Penalty: 4230.052246
	Iteration 22Q: 3 clusters Score -575470.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -575485.375000 Penalty: 4230.052246
	Iteration 23Q: 3 clusters Score -575485.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -575495.875000 Penalty: 4230.052246
	Iteration 24Q: 3 clusters Score -575495.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -575504.375000 Penalty: 4230.052246
	Iteration 25Q: 3 clusters Score -575504.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -575507.000000 Penalty: 4230.052246
	Iteration 26Q: 3 clusters Score -575507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -575507.125000 Penalty: 4230.052246
	Iteration 27Q: 3 clusters Score -575507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -575508.625000 Penalty: 4230.052246
	Iteration 28Q: 3 clusters Score -575508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -575509.125000 Penalty: 4230.052246
	Iteration 29Q: 3 clusters Score -575509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -575511.062500 Penalty: 4230.052246
	Iteration 30Q: 3 clusters Score -575511.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -575510.562500 Penalty: 4230.052246
	Iteration 31Q: 3 clusters Score -575510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -575510.062500 Penalty: 4230.052246
	Iteration 32Q: 3 clusters Score -575510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -575511.062500 Penalty: 4230.052246
	Iteration 33Q: 3 clusters Score -575511.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -575513.312500 Penalty: 4230.052246
	Iteration 34Q: 3 clusters Score -575513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -575513.562500 Penalty: 4230.052246
	Iteration 35Q: 3 clusters Score -575513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -575515.187500 Penalty: 4230.052246
	Iteration 36Q: 3 clusters Score -575515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -575515.125000 Penalty: 4230.052246
	Iteration 37Q: 3 clusters Score -575515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -575517.312500 Penalty: 4230.052246
	Iteration 38Q: 3 clusters Score -575517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -575517.312500 Penalty: 4230.052246
	Iteration 39Q: 3 clusters Score -575517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -575519.062500 Penalty: 4230.052246
	Iteration 40F: 3 clusters Score -575519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -575520.250000 Penalty: 4230.052246
	Iteration 41Q: 3 clusters Score -575520.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -575523.312500 Penalty: 4230.052246
	Iteration 42Q: 3 clusters Score -575523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -575527.062500 Penalty: 4230.052246
	Iteration 43Q: 3 clusters Score -575527.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -575531.187500 Penalty: 4230.052246
	Iteration 44Q: 3 clusters Score -575531.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -575536.687500 Penalty: 4230.052246
	Iteration 45Q: 3 clusters Score -575536.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -575538.562500 Penalty: 4230.052246
	Iteration 46Q: 3 clusters Score -575538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -575542.125000 Penalty: 4230.052246
	Iteration 47Q: 3 clusters Score -575542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -575542.000000 Penalty: 4230.052246
	Iteration 48Q: 3 clusters Score -575542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -575542.687500 Penalty: 4230.052246
	Iteration 49Q: 3 clusters Score -575542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -575543.062500 Penalty: 4230.052246
	Iteration 50Q: 3 clusters Score -575543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -575544.812500 Penalty: 4230.052246
	Iteration 51Q: 3 clusters Score -575544.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -575547.375000 Penalty: 4230.052246
	Iteration 52Q: 3 clusters Score -575547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -575550.937500 Penalty: 4230.052246
	Iteration 53Q: 3 clusters Score -575550.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -575552.812500 Penalty: 4230.052246
	Iteration 54Q: 3 clusters Score -575552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -575555.562500 Penalty: 4230.052246
	Iteration 55Q: 3 clusters Score -575555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -575556.000000 Penalty: 4230.052246
	Iteration 56Q: 3 clusters Score -575556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -575555.562500 Penalty: 4230.052246
	Iteration 57Q: 3 clusters Score -575555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -575555.750000 Penalty: 4230.052246
	Iteration 58Q: 3 clusters Score -575555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -575555.750000 Penalty: 4230.052246
	Iteration 59F: 3 clusters Score -575555.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Entering Unmasked Estep 
Score: -2461090.250000 Penalty: 2465.051270
	Iteration 0F: 2 clusters Score -2461090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2446438.000000 Penalty: 4930.102539
	Iteration 0F: 3 clusters Score -2446438 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2451438.750000 Penalty: 4930.102539
	Iteration 1F: 3 clusters Score -2451439 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2452048.250000 Penalty: 4930.102539
	Iteration 2F: 3 clusters Score -2452048 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2452625.000000 Penalty: 4930.102539
	Iteration 3F: 3 clusters Score -2452625 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2453287.500000 Penalty: 4930.102539
	Iteration 4F: 3 clusters Score -2453288 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2453912.250000 Penalty: 4930.102539
	Iteration 5F: 3 clusters Score -2453912 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2454614.750000 Penalty: 4930.102539
	Iteration 6F: 3 clusters Score -2454615 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2455500.000000 Penalty: 4930.102539
	Iteration 7F: 3 clusters Score -2455500 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2456533.500000 Penalty: 4930.102539
	Iteration 8F: 3 clusters Score -2456534 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2457514.500000 Penalty: 4930.102539
	Iteration 9F: 3 clusters Score -2457514 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2458279.000000 Penalty: 4930.102539
	Iteration 10F: 3 clusters Score -2458279 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2458778.250000 Penalty: 4930.102539
	Iteration 11Q: 3 clusters Score -2458778 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2459089.750000 Penalty: 4930.102539
	Iteration 12Q: 3 clusters Score -2459090 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2459324.250000 Penalty: 4930.102539
	Iteration 13Q: 3 clusters Score -2459324 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2459561.500000 Penalty: 4930.102539
	Iteration 14Q: 3 clusters Score -2459562 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2459774.750000 Penalty: 4930.102539
	Iteration 15Q: 3 clusters Score -2459775 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2459954.500000 Penalty: 4930.102539
	Iteration 16Q: 3 clusters Score -2459954 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2460066.000000 Penalty: 4930.102539
	Iteration 17Q: 3 clusters Score -2460066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2460122.000000 Penalty: 4930.102539
	Iteration 18Q: 3 clusters Score -2460122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2460164.250000 Penalty: 4930.102539
	Iteration 19Q: 3 clusters Score -2460164 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2460180.750000 Penalty: 4930.102539
	Iteration 20F: 3 clusters Score -2460181 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2460199.000000 Penalty: 4930.102539
	Iteration 21Q: 3 clusters Score -2460199 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2460201.750000 Penalty: 4930.102539
	Iteration 22Q: 3 clusters Score -2460202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2460215.000000 Penalty: 4930.102539
	Iteration 23Q: 3 clusters Score -2460215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2460211.250000 Penalty: 4930.102539
	Iteration 24Q: 3 clusters Score -2460211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2460223.500000 Penalty: 4930.102539
	Iteration 25Q: 3 clusters Score -2460224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2460227.500000 Penalty: 4930.102539
	Iteration 26Q: 3 clusters Score -2460228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2460231.750000 Penalty: 4930.102539
	Iteration 27Q: 3 clusters Score -2460232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2460239.500000 Penalty: 4930.102539
	Iteration 28Q: 3 clusters Score -2460240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2460244.750000 Penalty: 4930.102539
	Iteration 29Q: 3 clusters Score -2460245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2460245.750000 Penalty: 4930.102539
	Iteration 30Q: 3 clusters Score -2460246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2460248.250000 Penalty: 4930.102539
	Iteration 31Q: 3 clusters Score -2460248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2460248.750000 Penalty: 4930.102539
	Iteration 32Q: 3 clusters Score -2460249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2460249.250000 Penalty: 4930.102539
	Iteration 33Q: 3 clusters Score -2460249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2460246.250000 Penalty: 4930.102539
	Iteration 34Q: 3 clusters Score -2460246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2460246.750000 Penalty: 4930.102539
	Iteration 35Q: 3 clusters Score -2460247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2460250.750000 Penalty: 4930.102539
	Iteration 36Q: 3 clusters Score -2460251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2460254.250000 Penalty: 4930.102539
	Iteration 37Q: 3 clusters Score -2460254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2460252.750000 Penalty: 4930.102539
	Iteration 38Q: 3 clusters Score -2460253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2460259.000000 Penalty: 4930.102539
	Iteration 39Q: 3 clusters Score -2460259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2460256.750000 Penalty: 4930.102539
	Iteration 40F: 3 clusters Score -2460257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2460257.750000 Penalty: 4930.102539
	Iteration 41Q: 3 clusters Score -2460258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2460257.000000 Penalty: 4930.102539
	Iteration 42Q: 3 clusters Score -2460257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2460252.000000 Penalty: 4930.102539
	Iteration 43Q: 3 clusters Score -2460252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2460257.750000 Penalty: 4930.102539
	Iteration 44Q: 3 clusters Score -2460258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2460259.000000 Penalty: 4930.102539
	Iteration 45Q: 3 clusters Score -2460259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2460255.250000 Penalty: 4930.102539
	Iteration 46Q: 3 clusters Score -2460255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2460256.250000 Penalty: 4930.102539
	Iteration 47Q: 3 clusters Score -2460256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2460255.250000 Penalty: 4930.102539
	Iteration 48Q: 3 clusters Score -2460255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2460258.250000 Penalty: 4930.102539
	Iteration 49Q: 3 clusters Score -2460258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2460265.000000 Penalty: 4930.102539
	Iteration 50Q: 3 clusters Score -2460265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2460259.750000 Penalty: 4930.102539
	Iteration 51Q: 3 clusters Score -2460260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2460262.500000 Penalty: 4930.102539
	Iteration 52Q: 3 clusters Score -2460262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2460262.750000 Penalty: 4930.102539
	Iteration 53Q: 3 clusters Score -2460263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2460262.750000 Penalty: 4930.102539
	Iteration 54Q: 3 clusters Score -2460263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2460262.750000 Penalty: 4930.102539
	Iteration 55Q: 3 clusters Score -2460263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2460258.250000 Penalty: 4930.102539
	Iteration 56Q: 3 clusters Score -2460258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2460259.250000 Penalty: 4930.102539
	Iteration 57Q: 3 clusters Score -2460259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2460259.250000 Penalty: 4930.102539
	Iteration 58Q: 3 clusters Score -2460259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2460259.250000 Penalty: 4930.102539
	Iteration 59F: 3 clusters Score -2460259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Entering Unmasked Estep 
Score: -1125382.625000 Penalty: 2310.492188
	Iteration 0F: 2 clusters Score -1125383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1117166.625000 Penalty: 4620.984375
	Iteration 0F: 3 clusters Score -1117167 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1120050.750000 Penalty: 4620.984375
	Iteration 1F: 3 clusters Score -1120051 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1120741.750000 Penalty: 4620.984375
	Iteration 2F: 3 clusters Score -1120742 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1121296.125000 Penalty: 4620.984375
	Iteration 3F: 3 clusters Score -1121296 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1121747.000000 Penalty: 4620.984375
	Iteration 4F: 3 clusters Score -1121747 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1122108.000000 Penalty: 4620.984375
	Iteration 5F: 3 clusters Score -1122108 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1122416.250000 Penalty: 4620.984375
	Iteration 6Q: 3 clusters Score -1122416 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1122633.375000 Penalty: 4620.984375
	Iteration 7Q: 3 clusters Score -1122633 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1122808.250000 Penalty: 4620.984375
	Iteration 8Q: 3 clusters Score -1122808 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1122932.625000 Penalty: 4620.984375
	Iteration 9Q: 3 clusters Score -1122933 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1123035.375000 Penalty: 4620.984375
	Iteration 10Q: 3 clusters Score -1123035 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1123136.250000 Penalty: 4620.984375
	Iteration 11Q: 3 clusters Score -1123136 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1123218.875000 Penalty: 4620.984375
	Iteration 12Q: 3 clusters Score -1123219 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1123283.000000 Penalty: 4620.984375
	Iteration 13Q: 3 clusters Score -1123283 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1123337.875000 Penalty: 4620.984375
	Iteration 14Q: 3 clusters Score -1123338 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1123384.875000 Penalty: 4620.984375
	Iteration 15Q: 3 clusters Score -1123385 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1123438.875000 Penalty: 4620.984375
	Iteration 16Q: 3 clusters Score -1123439 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1123484.500000 Penalty: 4620.984375
	Iteration 17Q: 3 clusters Score -1123484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1123527.000000 Penalty: 4620.984375
	Iteration 18Q: 3 clusters Score -1123527 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1123574.625000 Penalty: 4620.984375
	Iteration 19Q: 3 clusters Score -1123575 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1123613.375000 Penalty: 4620.984375
	Iteration 20F: 3 clusters Score -1123613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1123645.500000 Penalty: 4620.984375
	Iteration 21Q: 3 clusters Score -1123646 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1123675.125000 Penalty: 4620.984375
	Iteration 22Q: 3 clusters Score -1123675 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1123692.250000 Penalty: 4620.984375
	Iteration 23Q: 3 clusters Score -1123692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1123711.750000 Penalty: 4620.984375
	Iteration 24Q: 3 clusters Score -1123712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1123729.875000 Penalty: 4620.984375
	Iteration 25Q: 3 clusters Score -1123730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1123747.875000 Penalty: 4620.984375
	Iteration 26Q: 3 clusters Score -1123748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1123764.875000 Penalty: 4620.984375
	Iteration 27Q: 3 clusters Score -1123765 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1123787.750000 Penalty: 4620.984375
	Iteration 28Q: 3 clusters Score -1123788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1123803.500000 Penalty: 4620.984375
	Iteration 29Q: 3 clusters Score -1123804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1123816.875000 Penalty: 4620.984375
	Iteration 30Q: 3 clusters Score -1123817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1123829.125000 Penalty: 4620.984375
	Iteration 31Q: 3 clusters Score -1123829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1123840.500000 Penalty: 4620.984375
	Iteration 32Q: 3 clusters Score -1123840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1123851.750000 Penalty: 4620.984375
	Iteration 33Q: 3 clusters Score -1123852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1123864.625000 Penalty: 4620.984375
	Iteration 34Q: 3 clusters Score -1123865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1123870.375000 Penalty: 4620.984375
	Iteration 35Q: 3 clusters Score -1123870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1123875.875000 Penalty: 4620.984375
	Iteration 36Q: 3 clusters Score -1123876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1123883.500000 Penalty: 4620.984375
	Iteration 37Q: 3 clusters Score -1123884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1123894.125000 Penalty: 4620.984375
	Iteration 38Q: 3 clusters Score -1123894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1123899.375000 Penalty: 4620.984375
	Iteration 39Q: 3 clusters Score -1123899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1123907.875000 Penalty: 4620.984375
	Iteration 40F: 3 clusters Score -1123908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1123916.625000 Penalty: 4620.984375
	Iteration 41Q: 3 clusters Score -1123917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1123919.000000 Penalty: 4620.984375
	Iteration 42Q: 3 clusters Score -1123919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1123924.875000 Penalty: 4620.984375
	Iteration 43Q: 3 clusters Score -1123925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1123929.500000 Penalty: 4620.984375
	Iteration 44Q: 3 clusters Score -1123930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1123936.375000 Penalty: 4620.984375
	Iteration 45Q: 3 clusters Score -1123936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1123944.875000 Penalty: 4620.984375
	Iteration 46Q: 3 clusters Score -1123945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1123952.250000 Penalty: 4620.984375
	Iteration 47Q: 3 clusters Score -1123952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1123964.125000 Penalty: 4620.984375
	Iteration 48Q: 3 clusters Score -1123964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1123972.500000 Penalty: 4620.984375
	Iteration 49Q: 3 clusters Score -1123972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1123981.375000 Penalty: 4620.984375
	Iteration 50Q: 3 clusters Score -1123981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1123997.500000 Penalty: 4620.984375
	Iteration 51Q: 3 clusters Score -1123998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1124008.875000 Penalty: 4620.984375
	Iteration 52Q: 3 clusters Score -1124009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1124022.250000 Penalty: 4620.984375
	Iteration 53Q: 3 clusters Score -1124022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1124027.125000 Penalty: 4620.984375
	Iteration 54Q: 3 clusters Score -1124027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1124036.500000 Penalty: 4620.984375
	Iteration 55Q: 3 clusters Score -1124036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1124037.875000 Penalty: 4620.984375
	Iteration 56Q: 3 clusters Score -1124038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1124046.000000 Penalty: 4620.984375
	Iteration 57Q: 3 clusters Score -1124046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1124052.500000 Penalty: 4620.984375
	Iteration 58Q: 3 clusters Score -1124052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1124055.750000 Penalty: 4620.984375
	Iteration 59Q: 3 clusters Score -1124056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1124059.125000 Penalty: 4620.984375
	Iteration 60F: 3 clusters Score -1124059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1124064.875000 Penalty: 4620.984375
	Iteration 61Q: 3 clusters Score -1124065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1124068.125000 Penalty: 4620.984375
	Iteration 62Q: 3 clusters Score -1124068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1124068.500000 Penalty: 4620.984375
	Iteration 63Q: 3 clusters Score -1124068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1124072.500000 Penalty: 4620.984375
	Iteration 64Q: 3 clusters Score -1124072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1124075.500000 Penalty: 4620.984375
	Iteration 65Q: 3 clusters Score -1124076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1124075.375000 Penalty: 4620.984375
	Iteration 66Q: 3 clusters Score -1124075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1124078.125000 Penalty: 4620.984375
	Iteration 67Q: 3 clusters Score -1124078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1124080.500000 Penalty: 4620.984375
	Iteration 68Q: 3 clusters Score -1124080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1124081.500000 Penalty: 4620.984375
	Iteration 69Q: 3 clusters Score -1124082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1124084.375000 Penalty: 4620.984375
	Iteration 70Q: 3 clusters Score -1124084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1124083.250000 Penalty: 4620.984375
	Iteration 71Q: 3 clusters Score -1124083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1124085.500000 Penalty: 4620.984375
	Iteration 72Q: 3 clusters Score -1124086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1124086.625000 Penalty: 4620.984375
	Iteration 73Q: 3 clusters Score -1124087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1124088.750000 Penalty: 4620.984375
	Iteration 74Q: 3 clusters Score -1124089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1124091.875000 Penalty: 4620.984375
	Iteration 75Q: 3 clusters Score -1124092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1124091.000000 Penalty: 4620.984375
	Iteration 76Q: 3 clusters Score -1124091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1124092.750000 Penalty: 4620.984375
	Iteration 77Q: 3 clusters Score -1124093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1124094.125000 Penalty: 4620.984375
	Iteration 78Q: 3 clusters Score -1124094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1124094.125000 Penalty: 4620.984375
	Iteration 79Q: 3 clusters Score -1124094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1124092.250000 Penalty: 4620.984375
	Iteration 80F: 3 clusters Score -1124092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Entering Unmasked Estep 
Score: -1079934.625000 Penalty: 2267.655762
	Iteration 0F: 2 clusters Score -1079935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1072686.375000 Penalty: 4535.311523
	Iteration 0F: 3 clusters Score -1072686 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1074804.500000 Penalty: 4535.311523
	Iteration 1F: 3 clusters Score -1074804 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1075153.500000 Penalty: 4535.311523
	Iteration 2F: 3 clusters Score -1075154 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1075418.500000 Penalty: 4535.311523
	Iteration 3F: 3 clusters Score -1075418 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1075661.625000 Penalty: 4535.311523
	Iteration 4Q: 3 clusters Score -1075662 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1075947.625000 Penalty: 4535.311523
	Iteration 5Q: 3 clusters Score -1075948 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1076282.750000 Penalty: 4535.311523
	Iteration 6F: 3 clusters Score -1076283 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1076676.625000 Penalty: 4535.311523
	Iteration 7F: 3 clusters Score -1076677 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1077154.375000 Penalty: 4535.311523
	Iteration 8F: 3 clusters Score -1077154 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1077606.250000 Penalty: 4535.311523
	Iteration 9F: 3 clusters Score -1077606 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1077957.750000 Penalty: 4535.311523
	Iteration 10F: 3 clusters Score -1077958 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1078193.125000 Penalty: 4535.311523
	Iteration 11Q: 3 clusters Score -1078193 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1078319.875000 Penalty: 4535.311523
	Iteration 12Q: 3 clusters Score -1078320 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1078399.125000 Penalty: 4535.311523
	Iteration 13Q: 3 clusters Score -1078399 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1078456.375000 Penalty: 4535.311523
	Iteration 14Q: 3 clusters Score -1078456 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1078489.875000 Penalty: 4535.311523
	Iteration 15Q: 3 clusters Score -1078490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1078505.500000 Penalty: 4535.311523
	Iteration 16Q: 3 clusters Score -1078506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1078518.625000 Penalty: 4535.311523
	Iteration 17Q: 3 clusters Score -1078519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1078526.250000 Penalty: 4535.311523
	Iteration 18Q: 3 clusters Score -1078526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1078531.750000 Penalty: 4535.311523
	Iteration 19Q: 3 clusters Score -1078532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1078537.125000 Penalty: 4535.311523
	Iteration 20F: 3 clusters Score -1078537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1078539.500000 Penalty: 4535.311523
	Iteration 21Q: 3 clusters Score -1078540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1078541.875000 Penalty: 4535.311523
	Iteration 22Q: 3 clusters Score -1078542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1078543.000000 Penalty: 4535.311523
	Iteration 23Q: 3 clusters Score -1078543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1078544.875000 Penalty: 4535.311523
	Iteration 24Q: 3 clusters Score -1078545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1078547.750000 Penalty: 4535.311523
	Iteration 25Q: 3 clusters Score -1078548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1078547.375000 Penalty: 4535.311523
	Iteration 26Q: 3 clusters Score -1078547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1078549.250000 Penalty: 4535.311523
	Iteration 27Q: 3 clusters Score -1078549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1078551.500000 Penalty: 4535.311523
	Iteration 28Q: 3 clusters Score -1078552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1078555.000000 Penalty: 4535.311523
	Iteration 29Q: 3 clusters Score -1078555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1078554.375000 Penalty: 4535.311523
	Iteration 30Q: 3 clusters Score -1078554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1078553.750000 Penalty: 4535.311523
	Iteration 31Q: 3 clusters Score -1078554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1078556.125000 Penalty: 4535.311523
	Iteration 32Q: 3 clusters Score -1078556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1078559.375000 Penalty: 4535.311523
	Iteration 33Q: 3 clusters Score -1078559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1078556.625000 Penalty: 4535.311523
	Iteration 34Q: 3 clusters Score -1078557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1078561.000000 Penalty: 4535.311523
	Iteration 35Q: 3 clusters Score -1078561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1078566.000000 Penalty: 4535.311523
	Iteration 36Q: 3 clusters Score -1078566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1078572.125000 Penalty: 4535.311523
	Iteration 37Q: 3 clusters Score -1078572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1078579.750000 Penalty: 4535.311523
	Iteration 38Q: 3 clusters Score -1078580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1078591.000000 Penalty: 4535.311523
	Iteration 39Q: 3 clusters Score -1078591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1078606.125000 Penalty: 4535.311523
	Iteration 40F: 3 clusters Score -1078606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1078615.375000 Penalty: 4535.311523
	Iteration 41Q: 3 clusters Score -1078615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1078627.625000 Penalty: 4535.311523
	Iteration 42Q: 3 clusters Score -1078628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1078633.500000 Penalty: 4535.311523
	Iteration 43Q: 3 clusters Score -1078634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1078643.125000 Penalty: 4535.311523
	Iteration 44Q: 3 clusters Score -1078643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1078648.000000 Penalty: 4535.311523
	Iteration 45Q: 3 clusters Score -1078648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1078659.000000 Penalty: 4535.311523
	Iteration 46Q: 3 clusters Score -1078659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1078668.625000 Penalty: 4535.311523
	Iteration 47Q: 3 clusters Score -1078669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1078674.375000 Penalty: 4535.311523
	Iteration 48Q: 3 clusters Score -1078674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1078684.875000 Penalty: 4535.311523
	Iteration 49Q: 3 clusters Score -1078685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1078692.625000 Penalty: 4535.311523
	Iteration 50Q: 3 clusters Score -1078693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1078697.000000 Penalty: 4535.311523
	Iteration 51Q: 3 clusters Score -1078697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1078698.750000 Penalty: 4535.311523
	Iteration 52Q: 3 clusters Score -1078699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1078697.625000 Penalty: 4535.311523
	Iteration 53Q: 3 clusters Score -1078698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1078698.875000 Penalty: 4535.311523
	Iteration 54Q: 3 clusters Score -1078699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1078698.750000 Penalty: 4535.311523
	Iteration 55Q: 3 clusters Score -1078699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1078701.375000 Penalty: 4535.311523
	Iteration 56Q: 3 clusters Score -1078701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1078700.750000 Penalty: 4535.311523
	Iteration 57Q: 3 clusters Score -1078701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1078700.250000 Penalty: 4535.311523
	Iteration 58Q: 3 clusters Score -1078700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1078701.125000 Penalty: 4535.311523
	Iteration 59Q: 3 clusters Score -1078701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1078702.875000 Penalty: 4535.311523
	Iteration 60F: 3 clusters Score -1078703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1078702.875000 Penalty: 4535.311523
	Iteration 61Q: 3 clusters Score -1078703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1078702.000000 Penalty: 4535.311523
	Iteration 62Q: 3 clusters Score -1078702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1078702.000000 Penalty: 4535.311523
	Iteration 63F: 3 clusters Score -1078702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -1055896.125000 Penalty: 2268.000000
	Iteration 0F: 2 clusters Score -1055896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1048609.375000 Penalty: 4536.000000
	Iteration 0F: 3 clusters Score -1048609 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1050602.625000 Penalty: 4536.000000
	Iteration 1F: 3 clusters Score -1050603 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1050922.750000 Penalty: 4536.000000
	Iteration 2F: 3 clusters Score -1050923 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1051195.625000 Penalty: 4536.000000
	Iteration 3F: 3 clusters Score -1051196 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1051449.625000 Penalty: 4536.000000
	Iteration 4Q: 3 clusters Score -1051450 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1051716.125000 Penalty: 4536.000000
	Iteration 5Q: 3 clusters Score -1051716 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1052096.125000 Penalty: 4536.000000
	Iteration 6Q: 3 clusters Score -1052096 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1052635.750000 Penalty: 4536.000000
	Iteration 7F: 3 clusters Score -1052636 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1053457.125000 Penalty: 4536.000000
	Iteration 8F: 3 clusters Score -1053457 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1054375.375000 Penalty: 4536.000000
	Iteration 9F: 3 clusters Score -1054375 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1055190.875000 Penalty: 4536.000000
	Iteration 10F: 3 clusters Score -1055191 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1055810.750000 Penalty: 4536.000000
	Iteration 11F: 3 clusters Score -1055811 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1056310.375000 Penalty: 4536.000000
	Iteration 12Q: 3 clusters Score -1056310 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1056664.625000 Penalty: 4536.000000
	Iteration 13Q: 3 clusters Score -1056665 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1056945.000000 Penalty: 4536.000000
	Iteration 14Q: 3 clusters Score -1056945 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1057177.250000 Penalty: 4536.000000
	Iteration 15Q: 3 clusters Score -1057177 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1057320.375000 Penalty: 4536.000000
	Iteration 16Q: 3 clusters Score -1057320 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1057378.625000 Penalty: 4536.000000
	Iteration 17Q: 3 clusters Score -1057379 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1057411.250000 Penalty: 4536.000000
	Iteration 18Q: 3 clusters Score -1057411 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1057425.000000 Penalty: 4536.000000
	Iteration 19Q: 3 clusters Score -1057425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1057436.875000 Penalty: 4536.000000
	Iteration 20F: 3 clusters Score -1057437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1057445.125000 Penalty: 4536.000000
	Iteration 21Q: 3 clusters Score -1057445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1057447.500000 Penalty: 4536.000000
	Iteration 22Q: 3 clusters Score -1057448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1057449.250000 Penalty: 4536.000000
	Iteration 23Q: 3 clusters Score -1057449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1057448.125000 Penalty: 4536.000000
	Iteration 24Q: 3 clusters Score -1057448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1057448.375000 Penalty: 4536.000000
	Iteration 25Q: 3 clusters Score -1057448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1057451.875000 Penalty: 4536.000000
	Iteration 26Q: 3 clusters Score -1057452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1057450.375000 Penalty: 4536.000000
	Iteration 27Q: 3 clusters Score -1057450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1057452.875000 Penalty: 4536.000000
	Iteration 28Q: 3 clusters Score -1057453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1057456.625000 Penalty: 4536.000000
	Iteration 29Q: 3 clusters Score -1057457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1057454.750000 Penalty: 4536.000000
	Iteration 30Q: 3 clusters Score -1057455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1057455.750000 Penalty: 4536.000000
	Iteration 31Q: 3 clusters Score -1057456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1057456.000000 Penalty: 4536.000000
	Iteration 32Q: 3 clusters Score -1057456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1057454.625000 Penalty: 4536.000000
	Iteration 33Q: 3 clusters Score -1057455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1057454.375000 Penalty: 4536.000000
	Iteration 34Q: 3 clusters Score -1057454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1057454.375000 Penalty: 4536.000000
	Iteration 35F: 3 clusters Score -1057454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11511 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 1247 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1723 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Entering Unmasked Estep 
Score: -133761760.000000 Penalty: 225349.328125
Splitting cluster 15 changes total score from -133761368.000000 to -133761760.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 16 (25302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Entering Unmasked Estep 
Score: -2940421.000000 Penalty: 2514.382324
	Iteration 0F: 2 clusters Score -2940421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2923003.750000 Penalty: 5028.764648
	Iteration 0F: 3 clusters Score -2923004 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2929054.000000 Penalty: 5028.764648
	Iteration 1F: 3 clusters Score -2929054 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2929623.500000 Penalty: 5028.764648
	Iteration 2F: 3 clusters Score -2929624 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2930128.500000 Penalty: 5028.764648
	Iteration 3Q: 3 clusters Score -2930128 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2930607.250000 Penalty: 5028.764648
	Iteration 4Q: 3 clusters Score -2930607 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2931096.250000 Penalty: 5028.764648
	Iteration 5Q: 3 clusters Score -2931096 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2931608.500000 Penalty: 5028.764648
	Iteration 6Q: 3 clusters Score -2931608 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2932182.000000 Penalty: 5028.764648
	Iteration 7Q: 3 clusters Score -2932182 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2932783.500000 Penalty: 5028.764648
	Iteration 8Q: 3 clusters Score -2932784 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2933490.000000 Penalty: 5028.764648
	Iteration 9Q: 3 clusters Score -2933490 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2934163.750000 Penalty: 5028.764648
	Iteration 10Q: 3 clusters Score -2934164 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2934737.750000 Penalty: 5028.764648
	Iteration 11Q: 3 clusters Score -2934738 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2935150.500000 Penalty: 5028.764648
	Iteration 12Q: 3 clusters Score -2935150 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2935408.500000 Penalty: 5028.764648
	Iteration 13Q: 3 clusters Score -2935408 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2935583.500000 Penalty: 5028.764648
	Iteration 14Q: 3 clusters Score -2935584 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2935702.500000 Penalty: 5028.764648
	Iteration 15Q: 3 clusters Score -2935702 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2935815.500000 Penalty: 5028.764648
	Iteration 16Q: 3 clusters Score -2935816 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2935883.250000 Penalty: 5028.764648
	Iteration 17Q: 3 clusters Score -2935883 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2935956.750000 Penalty: 5028.764648
	Iteration 18Q: 3 clusters Score -2935957 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2936027.500000 Penalty: 5028.764648
	Iteration 19Q: 3 clusters Score -2936028 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2936094.750000 Penalty: 5028.764648
	Iteration 20F: 3 clusters Score -2936095 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2936136.500000 Penalty: 5028.764648
	Iteration 21Q: 3 clusters Score -2936136 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2936222.750000 Penalty: 5028.764648
	Iteration 22Q: 3 clusters Score -2936223 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2936259.250000 Penalty: 5028.764648
	Iteration 23Q: 3 clusters Score -2936259 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2936314.250000 Penalty: 5028.764648
	Iteration 24Q: 3 clusters Score -2936314 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2936354.500000 Penalty: 5028.764648
	Iteration 25Q: 3 clusters Score -2936354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2936421.500000 Penalty: 5028.764648
	Iteration 26Q: 3 clusters Score -2936422 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2936471.750000 Penalty: 5028.764648
	Iteration 27Q: 3 clusters Score -2936472 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2936528.500000 Penalty: 5028.764648
	Iteration 28Q: 3 clusters Score -2936528 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2936582.000000 Penalty: 5028.764648
	Iteration 29Q: 3 clusters Score -2936582 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2936625.500000 Penalty: 5028.764648
	Iteration 30Q: 3 clusters Score -2936626 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2936655.250000 Penalty: 5028.764648
	Iteration 31Q: 3 clusters Score -2936655 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2936685.500000 Penalty: 5028.764648
	Iteration 32Q: 3 clusters Score -2936686 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2936713.000000 Penalty: 5028.764648
	Iteration 33Q: 3 clusters Score -2936713 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2936740.250000 Penalty: 5028.764648
	Iteration 34Q: 3 clusters Score -2936740 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2936772.500000 Penalty: 5028.764648
	Iteration 35Q: 3 clusters Score -2936772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2936801.250000 Penalty: 5028.764648
	Iteration 36Q: 3 clusters Score -2936801 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2936822.500000 Penalty: 5028.764648
	Iteration 37Q: 3 clusters Score -2936822 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2936854.000000 Penalty: 5028.764648
	Iteration 38Q: 3 clusters Score -2936854 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2936879.250000 Penalty: 5028.764648
	Iteration 39Q: 3 clusters Score -2936879 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2936909.250000 Penalty: 5028.764648
	Iteration 40F: 3 clusters Score -2936909 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2936936.000000 Penalty: 5028.764648
	Iteration 41Q: 3 clusters Score -2936936 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2936967.250000 Penalty: 5028.764648
	Iteration 42Q: 3 clusters Score -2936967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2936981.250000 Penalty: 5028.764648
	Iteration 43Q: 3 clusters Score -2936981 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2937011.250000 Penalty: 5028.764648
	Iteration 44Q: 3 clusters Score -2937011 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2937040.000000 Penalty: 5028.764648
	Iteration 45Q: 3 clusters Score -2937040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2937051.500000 Penalty: 5028.764648
	Iteration 46Q: 3 clusters Score -2937052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2937063.250000 Penalty: 5028.764648
	Iteration 47Q: 3 clusters Score -2937063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2937077.250000 Penalty: 5028.764648
	Iteration 48Q: 3 clusters Score -2937077 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2937090.750000 Penalty: 5028.764648
	Iteration 49Q: 3 clusters Score -2937091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2937119.250000 Penalty: 5028.764648
	Iteration 50Q: 3 clusters Score -2937119 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2937131.500000 Penalty: 5028.764648
	Iteration 51Q: 3 clusters Score -2937132 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2937149.000000 Penalty: 5028.764648
	Iteration 52Q: 3 clusters Score -2937149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2937161.250000 Penalty: 5028.764648
	Iteration 53Q: 3 clusters Score -2937161 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2937178.000000 Penalty: 5028.764648
	Iteration 54Q: 3 clusters Score -2937178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2937187.250000 Penalty: 5028.764648
	Iteration 55Q: 3 clusters Score -2937187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2937205.750000 Penalty: 5028.764648
	Iteration 56Q: 3 clusters Score -2937206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2937227.250000 Penalty: 5028.764648
	Iteration 57Q: 3 clusters Score -2937227 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2937241.000000 Penalty: 5028.764648
	Iteration 58Q: 3 clusters Score -2937241 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2937263.750000 Penalty: 5028.764648
	Iteration 59Q: 3 clusters Score -2937264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2937290.250000 Penalty: 5028.764648
	Iteration 60F: 3 clusters Score -2937290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2937325.750000 Penalty: 5028.764648
	Iteration 61Q: 3 clusters Score -2937326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2937351.500000 Penalty: 5028.764648
	Iteration 62Q: 3 clusters Score -2937352 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2937385.250000 Penalty: 5028.764648
	Iteration 63Q: 3 clusters Score -2937385 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2937423.500000 Penalty: 5028.764648
	Iteration 64Q: 3 clusters Score -2937424 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2937450.000000 Penalty: 5028.764648
	Iteration 65Q: 3 clusters Score -2937450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2937477.750000 Penalty: 5028.764648
	Iteration 66Q: 3 clusters Score -2937478 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2937511.000000 Penalty: 5028.764648
	Iteration 67Q: 3 clusters Score -2937511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2937532.000000 Penalty: 5028.764648
	Iteration 68Q: 3 clusters Score -2937532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2937564.500000 Penalty: 5028.764648
	Iteration 69Q: 3 clusters Score -2937564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2937595.500000 Penalty: 5028.764648
	Iteration 70Q: 3 clusters Score -2937596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2937629.000000 Penalty: 5028.764648
	Iteration 71Q: 3 clusters Score -2937629 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2937641.000000 Penalty: 5028.764648
	Iteration 72Q: 3 clusters Score -2937641 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2937674.000000 Penalty: 5028.764648
	Iteration 73Q: 3 clusters Score -2937674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2937709.750000 Penalty: 5028.764648
	Iteration 74Q: 3 clusters Score -2937710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2937730.750000 Penalty: 5028.764648
	Iteration 75Q: 3 clusters Score -2937731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2937756.250000 Penalty: 5028.764648
	Iteration 76Q: 3 clusters Score -2937756 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2937767.250000 Penalty: 5028.764648
	Iteration 77Q: 3 clusters Score -2937767 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2937789.750000 Penalty: 5028.764648
	Iteration 78Q: 3 clusters Score -2937790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2937799.750000 Penalty: 5028.764648
	Iteration 79Q: 3 clusters Score -2937800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2937830.250000 Penalty: 5028.764648
	Iteration 80F: 3 clusters Score -2937830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2937859.500000 Penalty: 5028.764648
	Iteration 81Q: 3 clusters Score -2937860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2937900.250000 Penalty: 5028.764648
	Iteration 82Q: 3 clusters Score -2937900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2937919.500000 Penalty: 5028.764648
	Iteration 83Q: 3 clusters Score -2937920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2937945.250000 Penalty: 5028.764648
	Iteration 84Q: 3 clusters Score -2937945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2937970.500000 Penalty: 5028.764648
	Iteration 85Q: 3 clusters Score -2937970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2938000.750000 Penalty: 5028.764648
	Iteration 86Q: 3 clusters Score -2938001 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2938033.500000 Penalty: 5028.764648
	Iteration 87Q: 3 clusters Score -2938034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2938046.000000 Penalty: 5028.764648
	Iteration 88Q: 3 clusters Score -2938046 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2938051.250000 Penalty: 5028.764648
	Iteration 89Q: 3 clusters Score -2938051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2938072.750000 Penalty: 5028.764648
	Iteration 90Q: 3 clusters Score -2938073 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2938106.500000 Penalty: 5028.764648
	Iteration 91Q: 3 clusters Score -2938106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2938136.000000 Penalty: 5028.764648
	Iteration 92Q: 3 clusters Score -2938136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2938156.000000 Penalty: 5028.764648
	Iteration 93Q: 3 clusters Score -2938156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2938180.250000 Penalty: 5028.764648
	Iteration 94Q: 3 clusters Score -2938180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2938202.500000 Penalty: 5028.764648
	Iteration 95Q: 3 clusters Score -2938202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2938224.000000 Penalty: 5028.764648
	Iteration 96Q: 3 clusters Score -2938224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2938244.500000 Penalty: 5028.764648
	Iteration 97Q: 3 clusters Score -2938244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2938268.500000 Penalty: 5028.764648
	Iteration 98Q: 3 clusters Score -2938268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2938285.750000 Penalty: 5028.764648
	Iteration 99Q: 3 clusters Score -2938286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2938303.500000 Penalty: 5028.764648
	Iteration 100F: 3 clusters Score -2938304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2938324.500000 Penalty: 5028.764648
	Iteration 101Q: 3 clusters Score -2938324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2938345.250000 Penalty: 5028.764648
	Iteration 102Q: 3 clusters Score -2938345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2938357.750000 Penalty: 5028.764648
	Iteration 103Q: 3 clusters Score -2938358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2938378.000000 Penalty: 5028.764648
	Iteration 104Q: 3 clusters Score -2938378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2938389.000000 Penalty: 5028.764648
	Iteration 105Q: 3 clusters Score -2938389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2938397.250000 Penalty: 5028.764648
	Iteration 106Q: 3 clusters Score -2938397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2938412.000000 Penalty: 5028.764648
	Iteration 107Q: 3 clusters Score -2938412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2938432.000000 Penalty: 5028.764648
	Iteration 108Q: 3 clusters Score -2938432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2938439.000000 Penalty: 5028.764648
	Iteration 109Q: 3 clusters Score -2938439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2938445.750000 Penalty: 5028.764648
	Iteration 110Q: 3 clusters Score -2938446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2938445.750000 Penalty: 5028.764648
	Iteration 111Q: 3 clusters Score -2938446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2938458.500000 Penalty: 5028.764648
	Iteration 112Q: 3 clusters Score -2938458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2938465.000000 Penalty: 5028.764648
	Iteration 113Q: 3 clusters Score -2938465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2938473.250000 Penalty: 5028.764648
	Iteration 114Q: 3 clusters Score -2938473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2938470.500000 Penalty: 5028.764648
	Iteration 115Q: 3 clusters Score -2938470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2938473.500000 Penalty: 5028.764648
	Iteration 116Q: 3 clusters Score -2938474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2938477.250000 Penalty: 5028.764648
	Iteration 117Q: 3 clusters Score -2938477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2938479.250000 Penalty: 5028.764648
	Iteration 118Q: 3 clusters Score -2938479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2938481.250000 Penalty: 5028.764648
	Iteration 119Q: 3 clusters Score -2938481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2938482.000000 Penalty: 5028.764648
	Iteration 120F: 3 clusters Score -2938482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2938484.000000 Penalty: 5028.764648
	Iteration 121Q: 3 clusters Score -2938484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2938489.000000 Penalty: 5028.764648
	Iteration 122Q: 3 clusters Score -2938489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2938490.250000 Penalty: 5028.764648
	Iteration 123Q: 3 clusters Score -2938490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2938494.500000 Penalty: 5028.764648
	Iteration 124Q: 3 clusters Score -2938494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2938498.000000 Penalty: 5028.764648
	Iteration 125Q: 3 clusters Score -2938498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2938499.250000 Penalty: 5028.764648
	Iteration 126Q: 3 clusters Score -2938499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2938503.750000 Penalty: 5028.764648
	Iteration 127Q: 3 clusters Score -2938504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2938507.500000 Penalty: 5028.764648
	Iteration 128Q: 3 clusters Score -2938508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2938514.000000 Penalty: 5028.764648
	Iteration 129Q: 3 clusters Score -2938514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2938513.750000 Penalty: 5028.764648
	Iteration 130Q: 3 clusters Score -2938514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2938512.750000 Penalty: 5028.764648
	Iteration 131Q: 3 clusters Score -2938513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2938513.000000 Penalty: 5028.764648
	Iteration 132Q: 3 clusters Score -2938513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2938512.000000 Penalty: 5028.764648
	Iteration 133Q: 3 clusters Score -2938512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2938513.500000 Penalty: 5028.764648
	Iteration 134Q: 3 clusters Score -2938514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2938513.750000 Penalty: 5028.764648
	Iteration 135Q: 3 clusters Score -2938514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2938517.000000 Penalty: 5028.764648
	Iteration 136Q: 3 clusters Score -2938517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2938517.000000 Penalty: 5028.764648
	Iteration 137Q: 3 clusters Score -2938517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2938514.000000 Penalty: 5028.764648
	Iteration 138Q: 3 clusters Score -2938514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2938511.750000 Penalty: 5028.764648
	Iteration 139Q: 3 clusters Score -2938512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2938511.750000 Penalty: 5028.764648
	Iteration 140F: 3 clusters Score -2938512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -49238.460938 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -49238.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47939.562500 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -47939.56 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48131.453125 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -48131.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48205.183594 Penalty: 2941.076172
	Iteration 2Q: 3 clusters Score -48205.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48295.882812 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -48295.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48362.929688 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -48362.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48406.769531 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -48406.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48438.632812 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -48438.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48456.902344 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -48456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48469.218750 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -48469.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48473.589844 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -48473.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48473.589844 Penalty: 2941.076172
	Iteration 10F: 3 clusters Score -48473.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Entering Unmasked Estep 
Score: -454333.937500 Penalty: 2054.369141
	Iteration 0F: 2 clusters Score -454333.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -450498.906250 Penalty: 4108.738281
	Iteration 0F: 3 clusters Score -450498.9 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -451475.343750 Penalty: 4108.738281
	Iteration 1F: 3 clusters Score -451475.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -451678.000000 Penalty: 4108.738281
	Iteration 2F: 3 clusters Score -451678 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -451806.625000 Penalty: 4108.738281
	Iteration 3Q: 3 clusters Score -451806.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -451943.750000 Penalty: 4108.738281
	Iteration 4Q: 3 clusters Score -451943.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -452091.156250 Penalty: 4108.738281
	Iteration 5Q: 3 clusters Score -452091.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -452248.843750 Penalty: 4108.738281
	Iteration 6Q: 3 clusters Score -452248.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -452367.562500 Penalty: 4108.738281
	Iteration 7Q: 3 clusters Score -452367.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -452465.781250 Penalty: 4108.738281
	Iteration 8Q: 3 clusters Score -452465.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -452548.781250 Penalty: 4108.738281
	Iteration 9Q: 3 clusters Score -452548.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -452637.062500 Penalty: 4108.738281
	Iteration 10Q: 3 clusters Score -452637.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -452688.531250 Penalty: 4108.738281
	Iteration 11Q: 3 clusters Score -452688.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -452726.531250 Penalty: 4108.738281
	Iteration 12Q: 3 clusters Score -452726.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -452754.468750 Penalty: 4108.738281
	Iteration 13Q: 3 clusters Score -452754.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -452772.062500 Penalty: 4108.738281
	Iteration 14Q: 3 clusters Score -452772.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -452781.000000 Penalty: 4108.738281
	Iteration 15Q: 3 clusters Score -452781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -452789.781250 Penalty: 4108.738281
	Iteration 16Q: 3 clusters Score -452789.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -452796.437500 Penalty: 4108.738281
	Iteration 17Q: 3 clusters Score -452796.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -452799.781250 Penalty: 4108.738281
	Iteration 18Q: 3 clusters Score -452799.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -452803.718750 Penalty: 4108.738281
	Iteration 19Q: 3 clusters Score -452803.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -452807.656250 Penalty: 4108.738281
	Iteration 20F: 3 clusters Score -452807.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -452812.250000 Penalty: 4108.738281
	Iteration 21Q: 3 clusters Score -452812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -452816.218750 Penalty: 4108.738281
	Iteration 22Q: 3 clusters Score -452816.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -452824.062500 Penalty: 4108.738281
	Iteration 23Q: 3 clusters Score -452824.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -452829.343750 Penalty: 4108.738281
	Iteration 24Q: 3 clusters Score -452829.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -452831.687500 Penalty: 4108.738281
	Iteration 25Q: 3 clusters Score -452831.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -452836.375000 Penalty: 4108.738281
	Iteration 26Q: 3 clusters Score -452836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -452838.656250 Penalty: 4108.738281
	Iteration 27Q: 3 clusters Score -452838.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -452842.468750 Penalty: 4108.738281
	Iteration 28Q: 3 clusters Score -452842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -452843.656250 Penalty: 4108.738281
	Iteration 29Q: 3 clusters Score -452843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -452846.250000 Penalty: 4108.738281
	Iteration 30Q: 3 clusters Score -452846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -452848.093750 Penalty: 4108.738281
	Iteration 31Q: 3 clusters Score -452848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -452849.656250 Penalty: 4108.738281
	Iteration 32Q: 3 clusters Score -452849.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -452853.093750 Penalty: 4108.738281
	Iteration 33Q: 3 clusters Score -452853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -452854.062500 Penalty: 4108.738281
	Iteration 34Q: 3 clusters Score -452854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -452854.187500 Penalty: 4108.738281
	Iteration 35Q: 3 clusters Score -452854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -452856.500000 Penalty: 4108.738281
	Iteration 36Q: 3 clusters Score -452856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -452856.250000 Penalty: 4108.738281
	Iteration 37Q: 3 clusters Score -452856.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -452858.500000 Penalty: 4108.738281
	Iteration 38Q: 3 clusters Score -452858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -452858.750000 Penalty: 4108.738281
	Iteration 39Q: 3 clusters Score -452858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -452859.656250 Penalty: 4108.738281
	Iteration 40F: 3 clusters Score -452859.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Entering Unmasked Estep 
Score: -318947.500000 Penalty: 1964.180542
	Iteration 0F: 2 clusters Score -318947.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -315871.593750 Penalty: 3928.361084
	Iteration 0F: 3 clusters Score -315871.6 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -316491.281250 Penalty: 3928.361084
	Iteration 1F: 3 clusters Score -316491.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -316627.812500 Penalty: 3928.361084
	Iteration 2F: 3 clusters Score -316627.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -316693.500000 Penalty: 3928.361084
	Iteration 3Q: 3 clusters Score -316693.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -316742.250000 Penalty: 3928.361084
	Iteration 4Q: 3 clusters Score -316742.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -316793.250000 Penalty: 3928.361084
	Iteration 5Q: 3 clusters Score -316793.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -316829.937500 Penalty: 3928.361084
	Iteration 6Q: 3 clusters Score -316829.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -316851.593750 Penalty: 3928.361084
	Iteration 7Q: 3 clusters Score -316851.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -316876.437500 Penalty: 3928.361084
	Iteration 8Q: 3 clusters Score -316876.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -316900.468750 Penalty: 3928.361084
	Iteration 9Q: 3 clusters Score -316900.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -316921.218750 Penalty: 3928.361084
	Iteration 10Q: 3 clusters Score -316921.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -316944.718750 Penalty: 3928.361084
	Iteration 11Q: 3 clusters Score -316944.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -316964.093750 Penalty: 3928.361084
	Iteration 12Q: 3 clusters Score -316964.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -316982.625000 Penalty: 3928.361084
	Iteration 13Q: 3 clusters Score -316982.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -317004.593750 Penalty: 3928.361084
	Iteration 14Q: 3 clusters Score -317004.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -317026.062500 Penalty: 3928.361084
	Iteration 15Q: 3 clusters Score -317026.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -317049.843750 Penalty: 3928.361084
	Iteration 16Q: 3 clusters Score -317049.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -317069.031250 Penalty: 3928.361084
	Iteration 17Q: 3 clusters Score -317069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -317091.062500 Penalty: 3928.361084
	Iteration 18Q: 3 clusters Score -317091.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -317112.250000 Penalty: 3928.361084
	Iteration 19Q: 3 clusters Score -317112.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -317143.937500 Penalty: 3928.361084
	Iteration 20F: 3 clusters Score -317143.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -317178.781250 Penalty: 3928.361084
	Iteration 21Q: 3 clusters Score -317178.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -317209.781250 Penalty: 3928.361084
	Iteration 22Q: 3 clusters Score -317209.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -317240.281250 Penalty: 3928.361084
	Iteration 23Q: 3 clusters Score -317240.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -317281.562500 Penalty: 3928.361084
	Iteration 24Q: 3 clusters Score -317281.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -317333.406250 Penalty: 3928.361084
	Iteration 25Q: 3 clusters Score -317333.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -317377.218750 Penalty: 3928.361084
	Iteration 26Q: 3 clusters Score -317377.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -317413.281250 Penalty: 3928.361084
	Iteration 27Q: 3 clusters Score -317413.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -317450.156250 Penalty: 3928.361084
	Iteration 28Q: 3 clusters Score -317450.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -317475.187500 Penalty: 3928.361084
	Iteration 29Q: 3 clusters Score -317475.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -317494.781250 Penalty: 3928.361084
	Iteration 30Q: 3 clusters Score -317494.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -317510.593750 Penalty: 3928.361084
	Iteration 31Q: 3 clusters Score -317510.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -317516.750000 Penalty: 3928.361084
	Iteration 32Q: 3 clusters Score -317516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -317518.031250 Penalty: 3928.361084
	Iteration 33Q: 3 clusters Score -317518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -317519.843750 Penalty: 3928.361084
	Iteration 34Q: 3 clusters Score -317519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -317522.406250 Penalty: 3928.361084
	Iteration 35Q: 3 clusters Score -317522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -317525.843750 Penalty: 3928.361084
	Iteration 36Q: 3 clusters Score -317525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -317527.875000 Penalty: 3928.361084
	Iteration 37Q: 3 clusters Score -317527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -317529.093750 Penalty: 3928.361084
	Iteration 38Q: 3 clusters Score -317529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -317531.125000 Penalty: 3928.361084
	Iteration 39Q: 3 clusters Score -317531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -317532.375000 Penalty: 3928.361084
	Iteration 40F: 3 clusters Score -317532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -317533.031250 Penalty: 3928.361084
	Iteration 41Q: 3 clusters Score -317533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -317533.031250 Penalty: 3928.361084
	Iteration 42F: 3 clusters Score -317533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (189896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Entering Unmasked Estep 
Score: -22149006.000000 Penalty: 3014.249512
	Iteration 0F: 2 clusters Score -2.214901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -22024184.000000 Penalty: 6028.499023
	Iteration 0F: 3 clusters Score -2.202418e+07 nChanged 91496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91381 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -22078024.000000 Penalty: 6028.499023
	Iteration 1F: 3 clusters Score -2.207802e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 100225 members 
Entering Unmasked Estep 
Score: -22079218.000000 Penalty: 6028.499023
	Iteration 2Q: 3 clusters Score -2.207922e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -22080924.000000 Penalty: 6028.499023
	Iteration 3Q: 3 clusters Score -2.208092e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 106806 members 
Entering Unmasked Estep 
Score: -22083362.000000 Penalty: 6028.499023
	Iteration 4Q: 3 clusters Score -2.208336e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -22086994.000000 Penalty: 6028.499023
	Iteration 5Q: 3 clusters Score -2.208699e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 120310 members 
Entering Unmasked Estep 
Score: -22092464.000000 Penalty: 6028.499023
	Iteration 6F: 3 clusters Score -2.209246e+07 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 130392 members 
Entering Unmasked Estep 
Score: -22100344.000000 Penalty: 6028.499023
	Iteration 7F: 3 clusters Score -2.210034e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -22109678.000000 Penalty: 6028.499023
	Iteration 8F: 3 clusters Score -2.210968e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -22119358.000000 Penalty: 6028.499023
	Iteration 9F: 3 clusters Score -2.211936e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 163384 members 
Entering Unmasked Estep 
Score: -22127874.000000 Penalty: 6028.499023
	Iteration 10F: 3 clusters Score -2.212787e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 171695 members 
Entering Unmasked Estep 
Score: -22134440.000000 Penalty: 6028.499023
	Iteration 11Q: 3 clusters Score -2.213444e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 177720 members 
Entering Unmasked Estep 
Score: -22138900.000000 Penalty: 6028.499023
	Iteration 12Q: 3 clusters Score -2.21389e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 181938 members 
Entering Unmasked Estep 
Score: -22141824.000000 Penalty: 6028.499023
	Iteration 13Q: 3 clusters Score -2.214182e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 184593 members 
Entering Unmasked Estep 
Score: -22143552.000000 Penalty: 6028.499023
	Iteration 14Q: 3 clusters Score -2.214355e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 186240 members 
Entering Unmasked Estep 
Score: -22144560.000000 Penalty: 6028.499023
	Iteration 15Q: 3 clusters Score -2.214456e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 187244 members 
Entering Unmasked Estep 
Score: -22145200.000000 Penalty: 6028.499023
	Iteration 16Q: 3 clusters Score -2.21452e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 187882 members 
Entering Unmasked Estep 
Score: -22145642.000000 Penalty: 6028.499023
	Iteration 17Q: 3 clusters Score -2.214564e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 188275 members 
Entering Unmasked Estep 
Score: -22145876.000000 Penalty: 6028.499023
	Iteration 18Q: 3 clusters Score -2.214588e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 188516 members 
Entering Unmasked Estep 
Score: -22146002.000000 Penalty: 6028.499023
	Iteration 19Q: 3 clusters Score -2.2146e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 188658 members 
Entering Unmasked Estep 
Score: -22146078.000000 Penalty: 6028.499023
	Iteration 20F: 3 clusters Score -2.214608e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 188752 members 
Entering Unmasked Estep 
Score: -22146168.000000 Penalty: 6028.499023
	Iteration 21Q: 3 clusters Score -2.214617e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 188827 members 
Entering Unmasked Estep 
Score: -22146194.000000 Penalty: 6028.499023
	Iteration 22Q: 3 clusters Score -2.214619e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 188893 members 
Entering Unmasked Estep 
Score: -22146216.000000 Penalty: 6028.499023
	Iteration 23Q: 3 clusters Score -2.214622e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 188935 members 
Entering Unmasked Estep 
Score: -22146252.000000 Penalty: 6028.499023
	Iteration 24Q: 3 clusters Score -2.214625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 188955 members 
Entering Unmasked Estep 
Score: -22146272.000000 Penalty: 6028.499023
	Iteration 25Q: 3 clusters Score -2.214627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 188972 members 
Entering Unmasked Estep 
Score: -22146268.000000 Penalty: 6028.499023
	Iteration 26Q: 3 clusters Score -2.214627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 188994 members 
Entering Unmasked Estep 
Score: -22146266.000000 Penalty: 6028.499023
	Iteration 27Q: 3 clusters Score -2.214627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 189022 members 
Entering Unmasked Estep 
Score: -22146270.000000 Penalty: 6028.499023
	Iteration 28Q: 3 clusters Score -2.214627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 189031 members 
Entering Unmasked Estep 
Score: -22146272.000000 Penalty: 6028.499023
	Iteration 29Q: 3 clusters Score -2.214627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 189038 members 
Entering Unmasked Estep 
Score: -22146274.000000 Penalty: 6028.499023
	Iteration 30Q: 3 clusters Score -2.214627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 189041 members 
Entering Unmasked Estep 
Score: -22146268.000000 Penalty: 6028.499023
	Iteration 31Q: 3 clusters Score -2.214627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 189043 members 
Entering Unmasked Estep 
Score: -22146288.000000 Penalty: 6028.499023
	Iteration 32Q: 3 clusters Score -2.214629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 189044 members 
Entering Unmasked Estep 
Score: -22146290.000000 Penalty: 6028.499023
	Iteration 33Q: 3 clusters Score -2.214629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 189047 members 
Entering Unmasked Estep 
Score: -22146310.000000 Penalty: 6028.499023
	Iteration 34Q: 3 clusters Score -2.214631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 189055 members 
Entering Unmasked Estep 
Score: -22146324.000000 Penalty: 6028.499023
	Iteration 35Q: 3 clusters Score -2.214632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 189065 members 
Entering Unmasked Estep 
Score: -22146320.000000 Penalty: 6028.499023
	Iteration 36Q: 3 clusters Score -2.214632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 189069 members 
Entering Unmasked Estep 
Score: -22146320.000000 Penalty: 6028.499023
	Iteration 37Q: 3 clusters Score -2.214632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 189072 members 
Entering Unmasked Estep 
Score: -22146334.000000 Penalty: 6028.499023
	Iteration 38Q: 3 clusters Score -2.214633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 189073 members 
Entering Unmasked Estep 
Score: -22146338.000000 Penalty: 6028.499023
	Iteration 39Q: 3 clusters Score -2.214634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 189075 members 
Entering Unmasked Estep 
Score: -22146340.000000 Penalty: 6028.499023
	Iteration 40F: 3 clusters Score -2.214634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 189076 members 
Entering Unmasked Estep 
Score: -22146340.000000 Penalty: 6028.499023
	Iteration 41Q: 3 clusters Score -2.214634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 189076 members 
Entering Unmasked Estep 
Score: -22146340.000000 Penalty: 6028.499023
	Iteration 42F: 3 clusters Score -2.214634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Entering Unmasked Estep 
Score: -1372824.250000 Penalty: 2326.009521
	Iteration 0F: 2 clusters Score -1372824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1363990.125000 Penalty: 4652.019043
	Iteration 0F: 3 clusters Score -1363990 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1366698.250000 Penalty: 4652.019043
	Iteration 1F: 3 clusters Score -1366698 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1367033.500000 Penalty: 4652.019043
	Iteration 2F: 3 clusters Score -1367034 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1367263.500000 Penalty: 4652.019043
	Iteration 3F: 3 clusters Score -1367264 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1367447.375000 Penalty: 4652.019043
	Iteration 4Q: 3 clusters Score -1367447 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1367641.250000 Penalty: 4652.019043
	Iteration 5Q: 3 clusters Score -1367641 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1367859.000000 Penalty: 4652.019043
	Iteration 6Q: 3 clusters Score -1367859 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1368111.500000 Penalty: 4652.019043
	Iteration 7Q: 3 clusters Score -1368112 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1368444.750000 Penalty: 4652.019043
	Iteration 8Q: 3 clusters Score -1368445 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1368800.125000 Penalty: 4652.019043
	Iteration 9Q: 3 clusters Score -1368800 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1369180.375000 Penalty: 4652.019043
	Iteration 10Q: 3 clusters Score -1369180 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1369546.750000 Penalty: 4652.019043
	Iteration 11Q: 3 clusters Score -1369547 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1369849.250000 Penalty: 4652.019043
	Iteration 12Q: 3 clusters Score -1369849 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1370059.500000 Penalty: 4652.019043
	Iteration 13Q: 3 clusters Score -1370060 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1370199.500000 Penalty: 4652.019043
	Iteration 14Q: 3 clusters Score -1370200 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1370280.625000 Penalty: 4652.019043
	Iteration 15Q: 3 clusters Score -1370281 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1370332.500000 Penalty: 4652.019043
	Iteration 16Q: 3 clusters Score -1370332 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1370362.375000 Penalty: 4652.019043
	Iteration 17Q: 3 clusters Score -1370362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1370391.375000 Penalty: 4652.019043
	Iteration 18Q: 3 clusters Score -1370391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1370406.125000 Penalty: 4652.019043
	Iteration 19Q: 3 clusters Score -1370406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1370417.750000 Penalty: 4652.019043
	Iteration 20F: 3 clusters Score -1370418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1370425.250000 Penalty: 4652.019043
	Iteration 21Q: 3 clusters Score -1370425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1370424.625000 Penalty: 4652.019043
	Iteration 22Q: 3 clusters Score -1370425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1370424.625000 Penalty: 4652.019043
	Iteration 23Q: 3 clusters Score -1370425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1370421.375000 Penalty: 4652.019043
	Iteration 24Q: 3 clusters Score -1370421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1370423.625000 Penalty: 4652.019043
	Iteration 25Q: 3 clusters Score -1370424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1370430.375000 Penalty: 4652.019043
	Iteration 26Q: 3 clusters Score -1370430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1370430.375000 Penalty: 4652.019043
	Iteration 27Q: 3 clusters Score -1370430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1370433.375000 Penalty: 4652.019043
	Iteration 28Q: 3 clusters Score -1370433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1370432.125000 Penalty: 4652.019043
	Iteration 29Q: 3 clusters Score -1370432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1370436.250000 Penalty: 4652.019043
	Iteration 30Q: 3 clusters Score -1370436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1370435.375000 Penalty: 4652.019043
	Iteration 31Q: 3 clusters Score -1370435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1370434.500000 Penalty: 4652.019043
	Iteration 32Q: 3 clusters Score -1370434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1370435.875000 Penalty: 4652.019043
	Iteration 33Q: 3 clusters Score -1370436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1370435.875000 Penalty: 4652.019043
	Iteration 34F: 3 clusters Score -1370436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Entering Unmasked Estep 
Score: -5418998.500000 Penalty: 2663.959961
	Iteration 0F: 2 clusters Score -5418998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5387771.500000 Penalty: 5327.919922
	Iteration 0F: 3 clusters Score -5387772 nChanged 21223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -5399474.000000 Penalty: 5327.919922
	Iteration 1F: 3 clusters Score -5399474 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -5400083.000000 Penalty: 5327.919922
	Iteration 2Q: 3 clusters Score -5400083 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -5400771.500000 Penalty: 5327.919922
	Iteration 3Q: 3 clusters Score -5400772 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -5401536.000000 Penalty: 5327.919922
	Iteration 4Q: 3 clusters Score -5401536 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -5402591.500000 Penalty: 5327.919922
	Iteration 5Q: 3 clusters Score -5402592 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -5403970.500000 Penalty: 5327.919922
	Iteration 6F: 3 clusters Score -5403970 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -5405665.000000 Penalty: 5327.919922
	Iteration 7F: 3 clusters Score -5405665 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -5407571.000000 Penalty: 5327.919922
	Iteration 8F: 3 clusters Score -5407571 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -5409593.000000 Penalty: 5327.919922
	Iteration 9F: 3 clusters Score -5409593 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -5411608.000000 Penalty: 5327.919922
	Iteration 10F: 3 clusters Score -5411608 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -5413348.000000 Penalty: 5327.919922
	Iteration 11Q: 3 clusters Score -5413348 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -5414741.500000 Penalty: 5327.919922
	Iteration 12Q: 3 clusters Score -5414742 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -5415832.000000 Penalty: 5327.919922
	Iteration 13Q: 3 clusters Score -5415832 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5416676.500000 Penalty: 5327.919922
	Iteration 14Q: 3 clusters Score -5416676 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5417247.500000 Penalty: 5327.919922
	Iteration 15Q: 3 clusters Score -5417248 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -5417683.000000 Penalty: 5327.919922
	Iteration 16Q: 3 clusters Score -5417683 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -5417957.000000 Penalty: 5327.919922
	Iteration 17Q: 3 clusters Score -5417957 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -5418132.000000 Penalty: 5327.919922
	Iteration 18Q: 3 clusters Score -5418132 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5418266.000000 Penalty: 5327.919922
	Iteration 19Q: 3 clusters Score -5418266 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5418351.500000 Penalty: 5327.919922
	Iteration 20F: 3 clusters Score -5418352 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -5418390.500000 Penalty: 5327.919922
	Iteration 21Q: 3 clusters Score -5418390 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -5418443.000000 Penalty: 5327.919922
	Iteration 22Q: 3 clusters Score -5418443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -5418452.500000 Penalty: 5327.919922
	Iteration 23Q: 3 clusters Score -5418452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5418492.500000 Penalty: 5327.919922
	Iteration 24Q: 3 clusters Score -5418492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5418498.000000 Penalty: 5327.919922
	Iteration 25Q: 3 clusters Score -5418498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -5418499.500000 Penalty: 5327.919922
	Iteration 26Q: 3 clusters Score -5418500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -5418512.500000 Penalty: 5327.919922
	Iteration 27Q: 3 clusters Score -5418512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -5418519.500000 Penalty: 5327.919922
	Iteration 28Q: 3 clusters Score -5418520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -5418515.500000 Penalty: 5327.919922
	Iteration 29Q: 3 clusters Score -5418516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5418519.500000 Penalty: 5327.919922
	Iteration 30Q: 3 clusters Score -5418520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5418534.000000 Penalty: 5327.919922
	Iteration 31Q: 3 clusters Score -5418534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5418528.500000 Penalty: 5327.919922
	Iteration 32Q: 3 clusters Score -5418528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5418527.000000 Penalty: 5327.919922
	Iteration 33Q: 3 clusters Score -5418527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5418530.000000 Penalty: 5327.919922
	Iteration 34Q: 3 clusters Score -5418530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5418537.000000 Penalty: 5327.919922
	Iteration 35Q: 3 clusters Score -5418537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -5418530.000000 Penalty: 5327.919922
	Iteration 36Q: 3 clusters Score -5418530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5418530.000000 Penalty: 5327.919922
	Iteration 37Q: 3 clusters Score -5418530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -5418535.000000 Penalty: 5327.919922
	Iteration 38Q: 3 clusters Score -5418535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -5418534.000000 Penalty: 5327.919922
	Iteration 39Q: 3 clusters Score -5418534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -5418533.000000 Penalty: 5327.919922
	Iteration 40F: 3 clusters Score -5418533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5418539.000000 Penalty: 5327.919922
	Iteration 41Q: 3 clusters Score -5418539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -5418538.500000 Penalty: 5327.919922
	Iteration 42Q: 3 clusters Score -5418538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -5418542.500000 Penalty: 5327.919922
	Iteration 43Q: 3 clusters Score -5418542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5418545.000000 Penalty: 5327.919922
	Iteration 44Q: 3 clusters Score -5418545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5418548.000000 Penalty: 5327.919922
	Iteration 45Q: 3 clusters Score -5418548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5418543.000000 Penalty: 5327.919922
	Iteration 46Q: 3 clusters Score -5418543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -5418552.500000 Penalty: 5327.919922
	Iteration 47Q: 3 clusters Score -5418552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -5418548.500000 Penalty: 5327.919922
	Iteration 48Q: 3 clusters Score -5418548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5418551.000000 Penalty: 5327.919922
	Iteration 49Q: 3 clusters Score -5418551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5418554.000000 Penalty: 5327.919922
	Iteration 50Q: 3 clusters Score -5418554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5418554.000000 Penalty: 5327.919922
	Iteration 51Q: 3 clusters Score -5418554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -5418558.000000 Penalty: 5327.919922
	Iteration 52Q: 3 clusters Score -5418558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -5418551.500000 Penalty: 5327.919922
	Iteration 53Q: 3 clusters Score -5418552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -5418552.500000 Penalty: 5327.919922
	Iteration 54Q: 3 clusters Score -5418552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -5418552.500000 Penalty: 5327.919922
	Iteration 55F: 3 clusters Score -5418552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Entering Unmasked Estep 
Score: -1033069.562500 Penalty: 2257.731689
	Iteration 0F: 2 clusters Score -1033070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1026044.312500 Penalty: 4515.463379
	Iteration 0F: 3 clusters Score -1026044 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1027984.750000 Penalty: 4515.463379
	Iteration 1F: 3 clusters Score -1027985 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1028265.937500 Penalty: 4515.463379
	Iteration 2F: 3 clusters Score -1028266 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1028469.875000 Penalty: 4515.463379
	Iteration 3Q: 3 clusters Score -1028470 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1028649.375000 Penalty: 4515.463379
	Iteration 4Q: 3 clusters Score -1028649 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1028813.437500 Penalty: 4515.463379
	Iteration 5Q: 3 clusters Score -1028813 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1028987.250000 Penalty: 4515.463379
	Iteration 6Q: 3 clusters Score -1028987 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1029175.375000 Penalty: 4515.463379
	Iteration 7Q: 3 clusters Score -1029175 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1029374.062500 Penalty: 4515.463379
	Iteration 8Q: 3 clusters Score -1029374 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1029586.500000 Penalty: 4515.463379
	Iteration 9Q: 3 clusters Score -1029586 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1029784.562500 Penalty: 4515.463379
	Iteration 10Q: 3 clusters Score -1029785 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1029960.750000 Penalty: 4515.463379
	Iteration 11Q: 3 clusters Score -1029961 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1030136.125000 Penalty: 4515.463379
	Iteration 12Q: 3 clusters Score -1030136 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1030329.312500 Penalty: 4515.463379
	Iteration 13Q: 3 clusters Score -1030329 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1030503.000000 Penalty: 4515.463379
	Iteration 14Q: 3 clusters Score -1030503 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1030677.937500 Penalty: 4515.463379
	Iteration 15Q: 3 clusters Score -1030678 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1030863.750000 Penalty: 4515.463379
	Iteration 16Q: 3 clusters Score -1030864 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1031067.750000 Penalty: 4515.463379
	Iteration 17Q: 3 clusters Score -1031068 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1031261.375000 Penalty: 4515.463379
	Iteration 18Q: 3 clusters Score -1031261 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1031413.750000 Penalty: 4515.463379
	Iteration 19Q: 3 clusters Score -1031414 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1031508.875000 Penalty: 4515.463379
	Iteration 20F: 3 clusters Score -1031509 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1031574.937500 Penalty: 4515.463379
	Iteration 21Q: 3 clusters Score -1031575 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1031641.625000 Penalty: 4515.463379
	Iteration 22Q: 3 clusters Score -1031642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1031691.187500 Penalty: 4515.463379
	Iteration 23Q: 3 clusters Score -1031691 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1031730.250000 Penalty: 4515.463379
	Iteration 24Q: 3 clusters Score -1031730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1031760.562500 Penalty: 4515.463379
	Iteration 25Q: 3 clusters Score -1031761 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1031785.500000 Penalty: 4515.463379
	Iteration 26Q: 3 clusters Score -1031786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1031805.125000 Penalty: 4515.463379
	Iteration 27Q: 3 clusters Score -1031805 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1031825.062500 Penalty: 4515.463379
	Iteration 28Q: 3 clusters Score -1031825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1031837.375000 Penalty: 4515.463379
	Iteration 29Q: 3 clusters Score -1031837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1031844.562500 Penalty: 4515.463379
	Iteration 30Q: 3 clusters Score -1031845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1031849.125000 Penalty: 4515.463379
	Iteration 31Q: 3 clusters Score -1031849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1031855.125000 Penalty: 4515.463379
	Iteration 32Q: 3 clusters Score -1031855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1031856.625000 Penalty: 4515.463379
	Iteration 33Q: 3 clusters Score -1031857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1031858.750000 Penalty: 4515.463379
	Iteration 34Q: 3 clusters Score -1031859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1031862.562500 Penalty: 4515.463379
	Iteration 35Q: 3 clusters Score -1031863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1031862.062500 Penalty: 4515.463379
	Iteration 36Q: 3 clusters Score -1031862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1031866.187500 Penalty: 4515.463379
	Iteration 37Q: 3 clusters Score -1031866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1031867.687500 Penalty: 4515.463379
	Iteration 38Q: 3 clusters Score -1031868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1031868.875000 Penalty: 4515.463379
	Iteration 39Q: 3 clusters Score -1031869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1031868.375000 Penalty: 4515.463379
	Iteration 40F: 3 clusters Score -1031868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1031869.312500 Penalty: 4515.463379
	Iteration 41Q: 3 clusters Score -1031869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1031869.000000 Penalty: 4515.463379
	Iteration 42Q: 3 clusters Score -1031869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1031870.812500 Penalty: 4515.463379
	Iteration 43Q: 3 clusters Score -1031871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1031871.250000 Penalty: 4515.463379
	Iteration 44Q: 3 clusters Score -1031871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1031871.250000 Penalty: 4515.463379
	Iteration 45F: 3 clusters Score -1031871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Entering Unmasked Estep 
Score: -2176641.750000 Penalty: 2439.238037
	Iteration 0F: 2 clusters Score -2176642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2163443.500000 Penalty: 4878.476074
	Iteration 0F: 3 clusters Score -2163444 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2167746.750000 Penalty: 4878.476074
	Iteration 1F: 3 clusters Score -2167747 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2168181.500000 Penalty: 4878.476074
	Iteration 2F: 3 clusters Score -2168182 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2168597.000000 Penalty: 4878.476074
	Iteration 3F: 3 clusters Score -2168597 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2169094.750000 Penalty: 4878.476074
	Iteration 4Q: 3 clusters Score -2169095 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2169728.000000 Penalty: 4878.476074
	Iteration 5F: 3 clusters Score -2169728 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2170463.250000 Penalty: 4878.476074
	Iteration 6F: 3 clusters Score -2170463 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2171235.250000 Penalty: 4878.476074
	Iteration 7F: 3 clusters Score -2171235 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2172018.250000 Penalty: 4878.476074
	Iteration 8F: 3 clusters Score -2172018 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2172737.000000 Penalty: 4878.476074
	Iteration 9F: 3 clusters Score -2172737 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2173399.500000 Penalty: 4878.476074
	Iteration 10Q: 3 clusters Score -2173400 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2173902.000000 Penalty: 4878.476074
	Iteration 11Q: 3 clusters Score -2173902 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2174262.250000 Penalty: 4878.476074
	Iteration 12Q: 3 clusters Score -2174262 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2174508.750000 Penalty: 4878.476074
	Iteration 13Q: 3 clusters Score -2174509 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2174733.250000 Penalty: 4878.476074
	Iteration 14Q: 3 clusters Score -2174733 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2174939.750000 Penalty: 4878.476074
	Iteration 15Q: 3 clusters Score -2174940 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2175100.000000 Penalty: 4878.476074
	Iteration 16Q: 3 clusters Score -2175100 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2175252.750000 Penalty: 4878.476074
	Iteration 17Q: 3 clusters Score -2175253 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2175390.500000 Penalty: 4878.476074
	Iteration 18Q: 3 clusters Score -2175390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2175530.500000 Penalty: 4878.476074
	Iteration 19Q: 3 clusters Score -2175530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2175669.750000 Penalty: 4878.476074
	Iteration 20F: 3 clusters Score -2175670 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2175771.750000 Penalty: 4878.476074
	Iteration 21Q: 3 clusters Score -2175772 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2175861.000000 Penalty: 4878.476074
	Iteration 22Q: 3 clusters Score -2175861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2175919.000000 Penalty: 4878.476074
	Iteration 23Q: 3 clusters Score -2175919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2175958.250000 Penalty: 4878.476074
	Iteration 24Q: 3 clusters Score -2175958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2175979.250000 Penalty: 4878.476074
	Iteration 25Q: 3 clusters Score -2175979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2175992.500000 Penalty: 4878.476074
	Iteration 26Q: 3 clusters Score -2175992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2176014.250000 Penalty: 4878.476074
	Iteration 27Q: 3 clusters Score -2176014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2176017.750000 Penalty: 4878.476074
	Iteration 28Q: 3 clusters Score -2176018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2176023.250000 Penalty: 4878.476074
	Iteration 29Q: 3 clusters Score -2176023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2176029.750000 Penalty: 4878.476074
	Iteration 30Q: 3 clusters Score -2176030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2176030.250000 Penalty: 4878.476074
	Iteration 31Q: 3 clusters Score -2176030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2176032.250000 Penalty: 4878.476074
	Iteration 32Q: 3 clusters Score -2176032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2176031.000000 Penalty: 4878.476074
	Iteration 33Q: 3 clusters Score -2176031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2176030.250000 Penalty: 4878.476074
	Iteration 34Q: 3 clusters Score -2176030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2176037.000000 Penalty: 4878.476074
	Iteration 35Q: 3 clusters Score -2176037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2176034.500000 Penalty: 4878.476074
	Iteration 36Q: 3 clusters Score -2176034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2176036.750000 Penalty: 4878.476074
	Iteration 37Q: 3 clusters Score -2176037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2176037.250000 Penalty: 4878.476074
	Iteration 38Q: 3 clusters Score -2176037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2176037.250000 Penalty: 4878.476074
	Iteration 39F: 3 clusters Score -2176037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Entering Unmasked Estep 
Score: -928102.750000 Penalty: 2225.296875
	Iteration 0F: 2 clusters Score -928102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -921729.562500 Penalty: 4450.593750
	Iteration 0F: 3 clusters Score -921729.6 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -923497.750000 Penalty: 4450.593750
	Iteration 1F: 3 clusters Score -923497.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -923765.625000 Penalty: 4450.593750
	Iteration 2F: 3 clusters Score -923765.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -923921.062500 Penalty: 4450.593750
	Iteration 3Q: 3 clusters Score -923921.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -924021.125000 Penalty: 4450.593750
	Iteration 4Q: 3 clusters Score -924021.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -924087.937500 Penalty: 4450.593750
	Iteration 5Q: 3 clusters Score -924087.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -924136.687500 Penalty: 4450.593750
	Iteration 6Q: 3 clusters Score -924136.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -924173.812500 Penalty: 4450.593750
	Iteration 7Q: 3 clusters Score -924173.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -924209.750000 Penalty: 4450.593750
	Iteration 8Q: 3 clusters Score -924209.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -924248.187500 Penalty: 4450.593750
	Iteration 9Q: 3 clusters Score -924248.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -924295.000000 Penalty: 4450.593750
	Iteration 10Q: 3 clusters Score -924295 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -924344.125000 Penalty: 4450.593750
	Iteration 11Q: 3 clusters Score -924344.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -924409.250000 Penalty: 4450.593750
	Iteration 12Q: 3 clusters Score -924409.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -924502.250000 Penalty: 4450.593750
	Iteration 13Q: 3 clusters Score -924502.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -924634.562500 Penalty: 4450.593750
	Iteration 14Q: 3 clusters Score -924634.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -924772.187500 Penalty: 4450.593750
	Iteration 15Q: 3 clusters Score -924772.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -924917.062500 Penalty: 4450.593750
	Iteration 16Q: 3 clusters Score -924917.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -925052.500000 Penalty: 4450.593750
	Iteration 17Q: 3 clusters Score -925052.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -925187.812500 Penalty: 4450.593750
	Iteration 18Q: 3 clusters Score -925187.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -925291.562500 Penalty: 4450.593750
	Iteration 19Q: 3 clusters Score -925291.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -925406.375000 Penalty: 4450.593750
	Iteration 20F: 3 clusters Score -925406.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -925518.062500 Penalty: 4450.593750
	Iteration 21Q: 3 clusters Score -925518.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -925615.312500 Penalty: 4450.593750
	Iteration 22Q: 3 clusters Score -925615.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -925700.062500 Penalty: 4450.593750
	Iteration 23Q: 3 clusters Score -925700.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -925771.125000 Penalty: 4450.593750
	Iteration 24Q: 3 clusters Score -925771.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -925852.875000 Penalty: 4450.593750
	Iteration 25Q: 3 clusters Score -925852.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -925939.000000 Penalty: 4450.593750
	Iteration 26Q: 3 clusters Score -925939 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -926030.312500 Penalty: 4450.593750
	Iteration 27Q: 3 clusters Score -926030.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -926135.250000 Penalty: 4450.593750
	Iteration 28Q: 3 clusters Score -926135.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -926251.000000 Penalty: 4450.593750
	Iteration 29Q: 3 clusters Score -926251 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -926395.187500 Penalty: 4450.593750
	Iteration 30Q: 3 clusters Score -926395.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -926505.687500 Penalty: 4450.593750
	Iteration 31Q: 3 clusters Score -926505.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -926594.812500 Penalty: 4450.593750
	Iteration 32Q: 3 clusters Score -926594.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -926657.937500 Penalty: 4450.593750
	Iteration 33Q: 3 clusters Score -926657.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -926695.875000 Penalty: 4450.593750
	Iteration 34Q: 3 clusters Score -926695.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -926721.875000 Penalty: 4450.593750
	Iteration 35Q: 3 clusters Score -926721.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -926744.375000 Penalty: 4450.593750
	Iteration 36Q: 3 clusters Score -926744.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -926757.562500 Penalty: 4450.593750
	Iteration 37Q: 3 clusters Score -926757.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -926777.812500 Penalty: 4450.593750
	Iteration 38Q: 3 clusters Score -926777.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -926792.375000 Penalty: 4450.593750
	Iteration 39Q: 3 clusters Score -926792.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -926808.312500 Penalty: 4450.593750
	Iteration 40F: 3 clusters Score -926808.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -926822.937500 Penalty: 4450.593750
	Iteration 41Q: 3 clusters Score -926822.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -926840.562500 Penalty: 4450.593750
	Iteration 42Q: 3 clusters Score -926840.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -926855.000000 Penalty: 4450.593750
	Iteration 43Q: 3 clusters Score -926855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -926868.187500 Penalty: 4450.593750
	Iteration 44Q: 3 clusters Score -926868.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -926878.562500 Penalty: 4450.593750
	Iteration 45Q: 3 clusters Score -926878.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -926890.625000 Penalty: 4450.593750
	Iteration 46Q: 3 clusters Score -926890.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -926898.937500 Penalty: 4450.593750
	Iteration 47Q: 3 clusters Score -926898.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -926909.875000 Penalty: 4450.593750
	Iteration 48Q: 3 clusters Score -926909.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -926922.250000 Penalty: 4450.593750
	Iteration 49Q: 3 clusters Score -926922.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -926937.062500 Penalty: 4450.593750
	Iteration 50Q: 3 clusters Score -926937.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -926954.312500 Penalty: 4450.593750
	Iteration 51Q: 3 clusters Score -926954.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -926975.625000 Penalty: 4450.593750
	Iteration 52Q: 3 clusters Score -926975.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -926997.687500 Penalty: 4450.593750
	Iteration 53Q: 3 clusters Score -926997.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -927025.812500 Penalty: 4450.593750
	Iteration 54Q: 3 clusters Score -927025.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -927061.500000 Penalty: 4450.593750
	Iteration 55Q: 3 clusters Score -927061.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -927090.375000 Penalty: 4450.593750
	Iteration 56Q: 3 clusters Score -927090.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -927119.750000 Penalty: 4450.593750
	Iteration 57Q: 3 clusters Score -927119.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -927138.187500 Penalty: 4450.593750
	Iteration 58Q: 3 clusters Score -927138.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -927157.562500 Penalty: 4450.593750
	Iteration 59Q: 3 clusters Score -927157.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -927175.375000 Penalty: 4450.593750
	Iteration 60F: 3 clusters Score -927175.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -927190.187500 Penalty: 4450.593750
	Iteration 61Q: 3 clusters Score -927190.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -927194.187500 Penalty: 4450.593750
	Iteration 62Q: 3 clusters Score -927194.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -927201.187500 Penalty: 4450.593750
	Iteration 63Q: 3 clusters Score -927201.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -927210.187500 Penalty: 4450.593750
	Iteration 64Q: 3 clusters Score -927210.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -927218.562500 Penalty: 4450.593750
	Iteration 65Q: 3 clusters Score -927218.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -927234.187500 Penalty: 4450.593750
	Iteration 66Q: 3 clusters Score -927234.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -927252.937500 Penalty: 4450.593750
	Iteration 67Q: 3 clusters Score -927252.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -927265.312500 Penalty: 4450.593750
	Iteration 68Q: 3 clusters Score -927265.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -927284.812500 Penalty: 4450.593750
	Iteration 69Q: 3 clusters Score -927284.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -927294.750000 Penalty: 4450.593750
	Iteration 70Q: 3 clusters Score -927294.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -927300.687500 Penalty: 4450.593750
	Iteration 71Q: 3 clusters Score -927300.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -927304.375000 Penalty: 4450.593750
	Iteration 72Q: 3 clusters Score -927304.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -927313.875000 Penalty: 4450.593750
	Iteration 73Q: 3 clusters Score -927313.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -927313.062500 Penalty: 4450.593750
	Iteration 74Q: 3 clusters Score -927313.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -927320.062500 Penalty: 4450.593750
	Iteration 75Q: 3 clusters Score -927320.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -927325.750000 Penalty: 4450.593750
	Iteration 76Q: 3 clusters Score -927325.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -927336.250000 Penalty: 4450.593750
	Iteration 77Q: 3 clusters Score -927336.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -927343.500000 Penalty: 4450.593750
	Iteration 78Q: 3 clusters Score -927343.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -927347.187500 Penalty: 4450.593750
	Iteration 79Q: 3 clusters Score -927347.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -927352.250000 Penalty: 4450.593750
	Iteration 80F: 3 clusters Score -927352.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -927359.187500 Penalty: 4450.593750
	Iteration 81Q: 3 clusters Score -927359.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -927362.437500 Penalty: 4450.593750
	Iteration 82Q: 3 clusters Score -927362.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -927362.437500 Penalty: 4450.593750
	Iteration 83Q: 3 clusters Score -927362.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -927364.937500 Penalty: 4450.593750
	Iteration 84Q: 3 clusters Score -927364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -927367.187500 Penalty: 4450.593750
	Iteration 85Q: 3 clusters Score -927367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -927369.125000 Penalty: 4450.593750
	Iteration 86Q: 3 clusters Score -927369.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -927372.437500 Penalty: 4450.593750
	Iteration 87Q: 3 clusters Score -927372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -927374.062500 Penalty: 4450.593750
	Iteration 88Q: 3 clusters Score -927374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -927376.125000 Penalty: 4450.593750
	Iteration 89Q: 3 clusters Score -927376.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -927376.250000 Penalty: 4450.593750
	Iteration 90Q: 3 clusters Score -927376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -927376.500000 Penalty: 4450.593750
	Iteration 91Q: 3 clusters Score -927376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -927378.375000 Penalty: 4450.593750
	Iteration 92Q: 3 clusters Score -927378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -927376.875000 Penalty: 4450.593750
	Iteration 93Q: 3 clusters Score -927376.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -927376.875000 Penalty: 4450.593750
	Iteration 94F: 3 clusters Score -927376.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Entering Unmasked Estep 
Score: -4425858.000000 Penalty: 2614.316162
	Iteration 0F: 2 clusters Score -4425858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -4400176.500000 Penalty: 5228.632324
	Iteration 0F: 3 clusters Score -4400176 nChanged 17322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4409759.000000 Penalty: 5228.632324
	Iteration 1F: 3 clusters Score -4409759 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -4410437.500000 Penalty: 5228.632324
	Iteration 2Q: 3 clusters Score -4410438 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -4411072.500000 Penalty: 5228.632324
	Iteration 3Q: 3 clusters Score -4411072 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4411787.000000 Penalty: 5228.632324
	Iteration 4Q: 3 clusters Score -4411787 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -4412623.000000 Penalty: 5228.632324
	Iteration 5Q: 3 clusters Score -4412623 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4413574.000000 Penalty: 5228.632324
	Iteration 6Q: 3 clusters Score -4413574 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4414698.500000 Penalty: 5228.632324
	Iteration 7F: 3 clusters Score -4414698 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4416041.500000 Penalty: 5228.632324
	Iteration 8F: 3 clusters Score -4416042 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4417504.500000 Penalty: 5228.632324
	Iteration 9F: 3 clusters Score -4417504 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4419007.500000 Penalty: 5228.632324
	Iteration 10F: 3 clusters Score -4419008 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4420044.500000 Penalty: 5228.632324
	Iteration 11Q: 3 clusters Score -4420044 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4420683.500000 Penalty: 5228.632324
	Iteration 12Q: 3 clusters Score -4420684 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4421071.000000 Penalty: 5228.632324
	Iteration 13Q: 3 clusters Score -4421071 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -4421324.500000 Penalty: 5228.632324
	Iteration 14Q: 3 clusters Score -4421324 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -4421496.000000 Penalty: 5228.632324
	Iteration 15Q: 3 clusters Score -4421496 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -4421651.000000 Penalty: 5228.632324
	Iteration 16Q: 3 clusters Score -4421651 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -4421728.000000 Penalty: 5228.632324
	Iteration 17Q: 3 clusters Score -4421728 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -4421782.000000 Penalty: 5228.632324
	Iteration 18Q: 3 clusters Score -4421782 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -4421833.000000 Penalty: 5228.632324
	Iteration 19Q: 3 clusters Score -4421833 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4421871.000000 Penalty: 5228.632324
	Iteration 20F: 3 clusters Score -4421871 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4421888.000000 Penalty: 5228.632324
	Iteration 21Q: 3 clusters Score -4421888 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4421919.500000 Penalty: 5228.632324
	Iteration 22Q: 3 clusters Score -4421920 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -4421938.500000 Penalty: 5228.632324
	Iteration 23Q: 3 clusters Score -4421938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -4421971.000000 Penalty: 5228.632324
	Iteration 24Q: 3 clusters Score -4421971 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4421978.000000 Penalty: 5228.632324
	Iteration 25Q: 3 clusters Score -4421978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4421986.000000 Penalty: 5228.632324
	Iteration 26Q: 3 clusters Score -4421986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4421981.500000 Penalty: 5228.632324
	Iteration 27Q: 3 clusters Score -4421982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4421980.500000 Penalty: 5228.632324
	Iteration 28Q: 3 clusters Score -4421980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4421994.000000 Penalty: 5228.632324
	Iteration 29Q: 3 clusters Score -4421994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -4422009.500000 Penalty: 5228.632324
	Iteration 30Q: 3 clusters Score -4422010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4422012.000000 Penalty: 5228.632324
	Iteration 31Q: 3 clusters Score -4422012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4422004.500000 Penalty: 5228.632324
	Iteration 32Q: 3 clusters Score -4422004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4422015.000000 Penalty: 5228.632324
	Iteration 33Q: 3 clusters Score -4422015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -4422016.000000 Penalty: 5228.632324
	Iteration 34Q: 3 clusters Score -4422016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4422021.000000 Penalty: 5228.632324
	Iteration 35Q: 3 clusters Score -4422021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4422013.500000 Penalty: 5228.632324
	Iteration 36Q: 3 clusters Score -4422014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4422018.000000 Penalty: 5228.632324
	Iteration 37Q: 3 clusters Score -4422018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4422028.000000 Penalty: 5228.632324
	Iteration 38Q: 3 clusters Score -4422028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -4422019.000000 Penalty: 5228.632324
	Iteration 39Q: 3 clusters Score -4422019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -4422016.500000 Penalty: 5228.632324
	Iteration 40F: 3 clusters Score -4422016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -4422027.500000 Penalty: 5228.632324
	Iteration 41Q: 3 clusters Score -4422028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4422031.000000 Penalty: 5228.632324
	Iteration 42Q: 3 clusters Score -4422031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -4422034.500000 Penalty: 5228.632324
	Iteration 43Q: 3 clusters Score -4422034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -4422026.500000 Penalty: 5228.632324
	Iteration 44Q: 3 clusters Score -4422026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4422039.000000 Penalty: 5228.632324
	Iteration 45Q: 3 clusters Score -4422039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4422034.500000 Penalty: 5228.632324
	Iteration 46Q: 3 clusters Score -4422034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -4422028.500000 Penalty: 5228.632324
	Iteration 47Q: 3 clusters Score -4422028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -4422031.500000 Penalty: 5228.632324
	Iteration 48Q: 3 clusters Score -4422032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -4422030.500000 Penalty: 5228.632324
	Iteration 49Q: 3 clusters Score -4422030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -4422030.500000 Penalty: 5228.632324
	Iteration 50Q: 3 clusters Score -4422030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4422032.000000 Penalty: 5228.632324
	Iteration 51Q: 3 clusters Score -4422032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4422026.000000 Penalty: 5228.632324
	Iteration 52Q: 3 clusters Score -4422026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4422028.000000 Penalty: 5228.632324
	Iteration 53Q: 3 clusters Score -4422028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4422033.500000 Penalty: 5228.632324
	Iteration 54Q: 3 clusters Score -4422034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4422032.500000 Penalty: 5228.632324
	Iteration 55Q: 3 clusters Score -4422032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4422041.000000 Penalty: 5228.632324
	Iteration 56Q: 3 clusters Score -4422041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -4422042.000000 Penalty: 5228.632324
	Iteration 57Q: 3 clusters Score -4422042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -4422034.500000 Penalty: 5228.632324
	Iteration 58Q: 3 clusters Score -4422034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -4422037.500000 Penalty: 5228.632324
	Iteration 59Q: 3 clusters Score -4422038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -4422050.000000 Penalty: 5228.632324
	Iteration 60F: 3 clusters Score -4422050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -4422048.000000 Penalty: 5228.632324
	Iteration 61Q: 3 clusters Score -4422048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4422043.000000 Penalty: 5228.632324
	Iteration 62Q: 3 clusters Score -4422043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -4422056.500000 Penalty: 5228.632324
	Iteration 63Q: 3 clusters Score -4422056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4422049.000000 Penalty: 5228.632324
	Iteration 64Q: 3 clusters Score -4422049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -4422050.000000 Penalty: 5228.632324
	Iteration 65Q: 3 clusters Score -4422050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4422055.000000 Penalty: 5228.632324
	Iteration 66Q: 3 clusters Score -4422055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4422062.000000 Penalty: 5228.632324
	Iteration 67Q: 3 clusters Score -4422062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4422056.500000 Penalty: 5228.632324
	Iteration 68Q: 3 clusters Score -4422056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -4422063.500000 Penalty: 5228.632324
	Iteration 69Q: 3 clusters Score -4422064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4422059.000000 Penalty: 5228.632324
	Iteration 70Q: 3 clusters Score -4422059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4422068.000000 Penalty: 5228.632324
	Iteration 71Q: 3 clusters Score -4422068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -4422066.000000 Penalty: 5228.632324
	Iteration 72Q: 3 clusters Score -4422066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -4422060.500000 Penalty: 5228.632324
	Iteration 73Q: 3 clusters Score -4422060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4422063.000000 Penalty: 5228.632324
	Iteration 74Q: 3 clusters Score -4422063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4422063.500000 Penalty: 5228.632324
	Iteration 75Q: 3 clusters Score -4422064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -4422068.000000 Penalty: 5228.632324
	Iteration 76Q: 3 clusters Score -4422068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4422065.000000 Penalty: 5228.632324
	Iteration 77Q: 3 clusters Score -4422065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4422063.000000 Penalty: 5228.632324
	Iteration 78Q: 3 clusters Score -4422063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -4422062.500000 Penalty: 5228.632324
	Iteration 79Q: 3 clusters Score -4422062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -4422066.500000 Penalty: 5228.632324
	Iteration 80F: 3 clusters Score -4422066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -4422068.000000 Penalty: 5228.632324
	Iteration 81Q: 3 clusters Score -4422068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4422075.000000 Penalty: 5228.632324
	Iteration 82Q: 3 clusters Score -4422075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4422076.500000 Penalty: 5228.632324
	Iteration 83Q: 3 clusters Score -4422076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4422080.500000 Penalty: 5228.632324
	Iteration 84Q: 3 clusters Score -4422080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4422074.500000 Penalty: 5228.632324
	Iteration 85Q: 3 clusters Score -4422074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4422078.500000 Penalty: 5228.632324
	Iteration 86Q: 3 clusters Score -4422078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4422076.500000 Penalty: 5228.632324
	Iteration 87Q: 3 clusters Score -4422076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4422076.500000 Penalty: 5228.632324
	Iteration 88F: 3 clusters Score -4422076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -161510.859375 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -161510.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -159558.187500 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -159558.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -160484.250000 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -160484.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -161458.109375 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -161458.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -162696.437500 Penalty: 3521.204102
	Iteration 3F: 3 clusters Score -162696.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -163793.828125 Penalty: 3521.204102
	Iteration 4F: 3 clusters Score -163793.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -164699.625000 Penalty: 3521.204102
	Iteration 5F: 3 clusters Score -164699.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -165299.375000 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -165299.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -165640.703125 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -165640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -165660.359375 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -165660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -165668.843750 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -165668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -165668.843750 Penalty: 3521.204102
	Iteration 10F: 3 clusters Score -165668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 11511 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 1247 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1723 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Entering Unmasked Estep 
Score: -133764400.000000 Penalty: 228816.234375
Splitting cluster 27 changes total score from -133761368.000000 to -133764400.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 28 (10123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Entering Unmasked Estep 
Score: -1169949.000000 Penalty: 2287.196289
	Iteration 0F: 2 clusters Score -1169949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1162177.375000 Penalty: 4574.392578
	Iteration 0F: 3 clusters Score -1162177 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1164433.000000 Penalty: 4574.392578
	Iteration 1F: 3 clusters Score -1164433 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1164808.500000 Penalty: 4574.392578
	Iteration 2F: 3 clusters Score -1164808 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1165124.875000 Penalty: 4574.392578
	Iteration 3F: 3 clusters Score -1165125 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1165448.500000 Penalty: 4574.392578
	Iteration 4F: 3 clusters Score -1165448 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1165772.125000 Penalty: 4574.392578
	Iteration 5F: 3 clusters Score -1165772 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1166087.500000 Penalty: 4574.392578
	Iteration 6F: 3 clusters Score -1166088 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1166412.625000 Penalty: 4574.392578
	Iteration 7Q: 3 clusters Score -1166413 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1166666.875000 Penalty: 4574.392578
	Iteration 8Q: 3 clusters Score -1166667 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1166873.125000 Penalty: 4574.392578
	Iteration 9Q: 3 clusters Score -1166873 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1167040.250000 Penalty: 4574.392578
	Iteration 10Q: 3 clusters Score -1167040 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1167155.750000 Penalty: 4574.392578
	Iteration 11Q: 3 clusters Score -1167156 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1167243.750000 Penalty: 4574.392578
	Iteration 12Q: 3 clusters Score -1167244 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1167325.875000 Penalty: 4574.392578
	Iteration 13Q: 3 clusters Score -1167326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1167386.500000 Penalty: 4574.392578
	Iteration 14Q: 3 clusters Score -1167386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1167441.250000 Penalty: 4574.392578
	Iteration 15Q: 3 clusters Score -1167441 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1167485.375000 Penalty: 4574.392578
	Iteration 16Q: 3 clusters Score -1167485 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1167529.250000 Penalty: 4574.392578
	Iteration 17Q: 3 clusters Score -1167529 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1167589.000000 Penalty: 4574.392578
	Iteration 18Q: 3 clusters Score -1167589 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1167644.375000 Penalty: 4574.392578
	Iteration 19Q: 3 clusters Score -1167644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1167719.500000 Penalty: 4574.392578
	Iteration 20F: 3 clusters Score -1167720 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1167791.500000 Penalty: 4574.392578
	Iteration 21Q: 3 clusters Score -1167792 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1167872.250000 Penalty: 4574.392578
	Iteration 22Q: 3 clusters Score -1167872 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1167943.500000 Penalty: 4574.392578
	Iteration 23Q: 3 clusters Score -1167944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1168022.250000 Penalty: 4574.392578
	Iteration 24Q: 3 clusters Score -1168022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1168089.625000 Penalty: 4574.392578
	Iteration 25Q: 3 clusters Score -1168090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1168143.250000 Penalty: 4574.392578
	Iteration 26Q: 3 clusters Score -1168143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1168170.500000 Penalty: 4574.392578
	Iteration 27Q: 3 clusters Score -1168170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1168199.625000 Penalty: 4574.392578
	Iteration 28Q: 3 clusters Score -1168200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1168220.000000 Penalty: 4574.392578
	Iteration 29Q: 3 clusters Score -1168220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1168229.125000 Penalty: 4574.392578
	Iteration 30Q: 3 clusters Score -1168229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1168241.375000 Penalty: 4574.392578
	Iteration 31Q: 3 clusters Score -1168241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1168249.625000 Penalty: 4574.392578
	Iteration 32Q: 3 clusters Score -1168250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1168253.750000 Penalty: 4574.392578
	Iteration 33Q: 3 clusters Score -1168254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1168258.250000 Penalty: 4574.392578
	Iteration 34Q: 3 clusters Score -1168258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1168263.000000 Penalty: 4574.392578
	Iteration 35Q: 3 clusters Score -1168263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1168263.750000 Penalty: 4574.392578
	Iteration 36Q: 3 clusters Score -1168264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1168267.375000 Penalty: 4574.392578
	Iteration 37Q: 3 clusters Score -1168267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1168269.750000 Penalty: 4574.392578
	Iteration 38Q: 3 clusters Score -1168270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1168272.750000 Penalty: 4574.392578
	Iteration 39Q: 3 clusters Score -1168273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1168272.750000 Penalty: 4574.392578
	Iteration 40F: 3 clusters Score -1168273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1168277.625000 Penalty: 4574.392578
	Iteration 41Q: 3 clusters Score -1168278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1168279.000000 Penalty: 4574.392578
	Iteration 42Q: 3 clusters Score -1168279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1168278.500000 Penalty: 4574.392578
	Iteration 43Q: 3 clusters Score -1168278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1168281.625000 Penalty: 4574.392578
	Iteration 44Q: 3 clusters Score -1168282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1168283.000000 Penalty: 4574.392578
	Iteration 45Q: 3 clusters Score -1168283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1168286.500000 Penalty: 4574.392578
	Iteration 46Q: 3 clusters Score -1168286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1168287.500000 Penalty: 4574.392578
	Iteration 47Q: 3 clusters Score -1168288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1168287.875000 Penalty: 4574.392578
	Iteration 48Q: 3 clusters Score -1168288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1168288.250000 Penalty: 4574.392578
	Iteration 49Q: 3 clusters Score -1168288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1168290.375000 Penalty: 4574.392578
	Iteration 50Q: 3 clusters Score -1168290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1168290.375000 Penalty: 4574.392578
	Iteration 51F: 3 clusters Score -1168290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (169582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Entering Unmasked Estep 
Score: -20039510.000000 Penalty: 2986.190918
	Iteration 0F: 2 clusters Score -2.003951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -19926836.000000 Penalty: 5972.381836
	Iteration 0F: 3 clusters Score -1.992684e+07 nChanged 81064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -19974788.000000 Penalty: 5972.381836
	Iteration 1F: 3 clusters Score -1.997479e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -19976654.000000 Penalty: 5972.381836
	Iteration 2Q: 3 clusters Score -1.997665e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 101666 members 
Entering Unmasked Estep 
Score: -19979878.000000 Penalty: 5972.381836
	Iteration 3Q: 3 clusters Score -1.997988e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 111404 members 
Entering Unmasked Estep 
Score: -19986282.000000 Penalty: 5972.381836
	Iteration 4F: 3 clusters Score -1.998628e+07 nChanged 13655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 124291 members 
Entering Unmasked Estep 
Score: -19996512.000000 Penalty: 5972.381836
	Iteration 5F: 3 clusters Score -1.999651e+07 nChanged 14489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 138302 members 
Entering Unmasked Estep 
Score: -20008712.000000 Penalty: 5972.381836
	Iteration 6F: 3 clusters Score -2.000871e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 150529 members 
Entering Unmasked Estep 
Score: -20019388.000000 Penalty: 5972.381836
	Iteration 7F: 3 clusters Score -2.001939e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -20027330.000000 Penalty: 5972.381836
	Iteration 8F: 3 clusters Score -2.002733e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -20032796.000000 Penalty: 5972.381836
	Iteration 9Q: 3 clusters Score -2.00328e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 167783 members 
Entering Unmasked Estep 
Score: -20035336.000000 Penalty: 5972.381836
	Iteration 10Q: 3 clusters Score -2.003534e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 168771 members 
Entering Unmasked Estep 
Score: -20036268.000000 Penalty: 5972.381836
	Iteration 11Q: 3 clusters Score -2.003627e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 169110 members 
Entering Unmasked Estep 
Score: -20036636.000000 Penalty: 5972.381836
	Iteration 12Q: 3 clusters Score -2.003664e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 169207 members 
Entering Unmasked Estep 
Score: -20036782.000000 Penalty: 5972.381836
	Iteration 13Q: 3 clusters Score -2.003678e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 169248 members 
Entering Unmasked Estep 
Score: -20036856.000000 Penalty: 5972.381836
	Iteration 14Q: 3 clusters Score -2.003686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 169265 members 
Entering Unmasked Estep 
Score: -20036868.000000 Penalty: 5972.381836
	Iteration 15Q: 3 clusters Score -2.003687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 169277 members 
Entering Unmasked Estep 
Score: -20036892.000000 Penalty: 5972.381836
	Iteration 16Q: 3 clusters Score -2.003689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 169283 members 
Entering Unmasked Estep 
Score: -20036904.000000 Penalty: 5972.381836
	Iteration 17Q: 3 clusters Score -2.00369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -20036918.000000 Penalty: 5972.381836
	Iteration 18Q: 3 clusters Score -2.003692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 169289 members 
Entering Unmasked Estep 
Score: -20036912.000000 Penalty: 5972.381836
	Iteration 19Q: 3 clusters Score -2.003691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 169291 members 
Entering Unmasked Estep 
Score: -20036922.000000 Penalty: 5972.381836
	Iteration 20F: 3 clusters Score -2.003692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -26105.224609 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -26105.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24835.837891 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -24835.84 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25060.189453 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -25060.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25194.804688 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -25194.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25344.835938 Penalty: 2976.701660
	Iteration 3F: 3 clusters Score -25344.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25445.308594 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -25445.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25526.548828 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -25526.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25543.970703 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -25543.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25551.269531 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -25551.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25558.746094 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -25558.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25561.785156 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -25561.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25565.757812 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -25565.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25569.382812 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -25569.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25577.371094 Penalty: 2976.701660
	Iteration 12Q: 3 clusters Score -25577.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25584.824219 Penalty: 2976.701660
	Iteration 13Q: 3 clusters Score -25584.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25584.824219 Penalty: 2976.701660
	Iteration 14F: 3 clusters Score -25584.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -507132.718750 Penalty: 2084.475586
	Iteration 0F: 2 clusters Score -507132.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -502956.906250 Penalty: 4168.951172
	Iteration 0F: 3 clusters Score -502956.9 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -503899.968750 Penalty: 4168.951172
	Iteration 1F: 3 clusters Score -503900 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -504098.531250 Penalty: 4168.951172
	Iteration 2F: 3 clusters Score -504098.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -504258.343750 Penalty: 4168.951172
	Iteration 3F: 3 clusters Score -504258.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -504376.125000 Penalty: 4168.951172
	Iteration 4Q: 3 clusters Score -504376.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -504485.062500 Penalty: 4168.951172
	Iteration 5Q: 3 clusters Score -504485.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -504593.468750 Penalty: 4168.951172
	Iteration 6Q: 3 clusters Score -504593.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -504702.625000 Penalty: 4168.951172
	Iteration 7Q: 3 clusters Score -504702.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -504798.843750 Penalty: 4168.951172
	Iteration 8Q: 3 clusters Score -504798.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -504894.343750 Penalty: 4168.951172
	Iteration 9Q: 3 clusters Score -504894.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -504989.250000 Penalty: 4168.951172
	Iteration 10Q: 3 clusters Score -504989.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -505122.093750 Penalty: 4168.951172
	Iteration 11Q: 3 clusters Score -505122.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -505238.031250 Penalty: 4168.951172
	Iteration 12Q: 3 clusters Score -505238 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -505341.687500 Penalty: 4168.951172
	Iteration 13Q: 3 clusters Score -505341.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -505415.500000 Penalty: 4168.951172
	Iteration 14Q: 3 clusters Score -505415.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -505469.812500 Penalty: 4168.951172
	Iteration 15Q: 3 clusters Score -505469.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -505504.281250 Penalty: 4168.951172
	Iteration 16Q: 3 clusters Score -505504.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -505542.437500 Penalty: 4168.951172
	Iteration 17Q: 3 clusters Score -505542.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -505580.031250 Penalty: 4168.951172
	Iteration 18Q: 3 clusters Score -505580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -505603.343750 Penalty: 4168.951172
	Iteration 19Q: 3 clusters Score -505603.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -505616.375000 Penalty: 4168.951172
	Iteration 20F: 3 clusters Score -505616.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -505624.187500 Penalty: 4168.951172
	Iteration 21Q: 3 clusters Score -505624.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -505630.750000 Penalty: 4168.951172
	Iteration 22Q: 3 clusters Score -505630.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -505636.781250 Penalty: 4168.951172
	Iteration 23Q: 3 clusters Score -505636.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -505639.406250 Penalty: 4168.951172
	Iteration 24Q: 3 clusters Score -505639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -505641.843750 Penalty: 4168.951172
	Iteration 25Q: 3 clusters Score -505641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -505643.406250 Penalty: 4168.951172
	Iteration 26Q: 3 clusters Score -505643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -505643.406250 Penalty: 4168.951172
	Iteration 27F: 3 clusters Score -505643.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (40612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Entering Unmasked Estep 
Score: -4361968.000000 Penalty: 2631.731201
	Iteration 0F: 2 clusters Score -4361968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4334501.000000 Penalty: 5263.462402
	Iteration 0F: 3 clusters Score -4334501 nChanged 18552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4345389.000000 Penalty: 5263.462402
	Iteration 1F: 3 clusters Score -4345389 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -4346558.000000 Penalty: 5263.462402
	Iteration 2F: 3 clusters Score -4346558 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4348059.000000 Penalty: 5263.462402
	Iteration 3F: 3 clusters Score -4348059 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4349951.500000 Penalty: 5263.462402
	Iteration 4F: 3 clusters Score -4349952 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -4352069.500000 Penalty: 5263.462402
	Iteration 5F: 3 clusters Score -4352070 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -4353958.500000 Penalty: 5263.462402
	Iteration 6F: 3 clusters Score -4353958 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4355376.000000 Penalty: 5263.462402
	Iteration 7F: 3 clusters Score -4355376 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4356386.500000 Penalty: 5263.462402
	Iteration 8Q: 3 clusters Score -4356386 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4357195.000000 Penalty: 5263.462402
	Iteration 9Q: 3 clusters Score -4357195 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -4357884.500000 Penalty: 5263.462402
	Iteration 10Q: 3 clusters Score -4357884 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4358483.500000 Penalty: 5263.462402
	Iteration 11Q: 3 clusters Score -4358484 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4359020.500000 Penalty: 5263.462402
	Iteration 12Q: 3 clusters Score -4359020 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4359486.500000 Penalty: 5263.462402
	Iteration 13Q: 3 clusters Score -4359486 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4359773.000000 Penalty: 5263.462402
	Iteration 14Q: 3 clusters Score -4359773 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -4359961.500000 Penalty: 5263.462402
	Iteration 15Q: 3 clusters Score -4359962 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -4360120.000000 Penalty: 5263.462402
	Iteration 16Q: 3 clusters Score -4360120 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -4360222.000000 Penalty: 5263.462402
	Iteration 17Q: 3 clusters Score -4360222 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -4360275.000000 Penalty: 5263.462402
	Iteration 18Q: 3 clusters Score -4360275 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4360311.500000 Penalty: 5263.462402
	Iteration 19Q: 3 clusters Score -4360312 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -4360338.500000 Penalty: 5263.462402
	Iteration 20F: 3 clusters Score -4360338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -4360363.500000 Penalty: 5263.462402
	Iteration 21Q: 3 clusters Score -4360364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -4360395.000000 Penalty: 5263.462402
	Iteration 22Q: 3 clusters Score -4360395 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -4360413.500000 Penalty: 5263.462402
	Iteration 23Q: 3 clusters Score -4360414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4360438.500000 Penalty: 5263.462402
	Iteration 24Q: 3 clusters Score -4360438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -4360453.000000 Penalty: 5263.462402
	Iteration 25Q: 3 clusters Score -4360453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -4360470.500000 Penalty: 5263.462402
	Iteration 26Q: 3 clusters Score -4360470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -4360473.500000 Penalty: 5263.462402
	Iteration 27Q: 3 clusters Score -4360474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -4360476.500000 Penalty: 5263.462402
	Iteration 28Q: 3 clusters Score -4360476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -4360489.000000 Penalty: 5263.462402
	Iteration 29Q: 3 clusters Score -4360489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4360490.000000 Penalty: 5263.462402
	Iteration 30Q: 3 clusters Score -4360490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -4360503.000000 Penalty: 5263.462402
	Iteration 31Q: 3 clusters Score -4360503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -4360501.000000 Penalty: 5263.462402
	Iteration 32Q: 3 clusters Score -4360501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -4360507.500000 Penalty: 5263.462402
	Iteration 33Q: 3 clusters Score -4360508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -4360509.500000 Penalty: 5263.462402
	Iteration 34Q: 3 clusters Score -4360510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -4360508.500000 Penalty: 5263.462402
	Iteration 35Q: 3 clusters Score -4360508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -4360510.500000 Penalty: 5263.462402
	Iteration 36Q: 3 clusters Score -4360510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -4360513.000000 Penalty: 5263.462402
	Iteration 37Q: 3 clusters Score -4360513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -4360510.000000 Penalty: 5263.462402
	Iteration 38Q: 3 clusters Score -4360510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -4360509.500000 Penalty: 5263.462402
	Iteration 39Q: 3 clusters Score -4360510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -4360509.500000 Penalty: 5263.462402
	Iteration 40F: 3 clusters Score -4360510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -29890.937500 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -29890.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28818.460938 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -28818.46 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29302.255859 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -29302.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29524.609375 Penalty: 2854.848145
	Iteration 2F: 3 clusters Score -29524.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29625.994141 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -29625.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29650.218750 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -29650.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29673.888672 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -29673.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29683.164062 Penalty: 2854.848145
	Iteration 6Q: 3 clusters Score -29683.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29683.164062 Penalty: 2854.848145
	Iteration 7F: 3 clusters Score -29683.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -756125.812500 Penalty: 2180.514648
	Iteration 0F: 2 clusters Score -756125.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -750598.312500 Penalty: 4361.029297
	Iteration 0F: 3 clusters Score -750598.3 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -752002.875000 Penalty: 4361.029297
	Iteration 1F: 3 clusters Score -752002.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -752247.687500 Penalty: 4361.029297
	Iteration 2F: 3 clusters Score -752247.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -752416.000000 Penalty: 4361.029297
	Iteration 3Q: 3 clusters Score -752416 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -752572.312500 Penalty: 4361.029297
	Iteration 4Q: 3 clusters Score -752572.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -752726.437500 Penalty: 4361.029297
	Iteration 5Q: 3 clusters Score -752726.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -752884.750000 Penalty: 4361.029297
	Iteration 6Q: 3 clusters Score -752884.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -753115.187500 Penalty: 4361.029297
	Iteration 7Q: 3 clusters Score -753115.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -753445.812500 Penalty: 4361.029297
	Iteration 8F: 3 clusters Score -753445.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -753777.062500 Penalty: 4361.029297
	Iteration 9F: 3 clusters Score -753777.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -754121.062500 Penalty: 4361.029297
	Iteration 10F: 3 clusters Score -754121.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -754382.125000 Penalty: 4361.029297
	Iteration 11F: 3 clusters Score -754382.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -754611.312500 Penalty: 4361.029297
	Iteration 12Q: 3 clusters Score -754611.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -754793.875000 Penalty: 4361.029297
	Iteration 13Q: 3 clusters Score -754793.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -754973.062500 Penalty: 4361.029297
	Iteration 14Q: 3 clusters Score -754973.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -755123.000000 Penalty: 4361.029297
	Iteration 15Q: 3 clusters Score -755123 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -755293.937500 Penalty: 4361.029297
	Iteration 16Q: 3 clusters Score -755293.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -755443.812500 Penalty: 4361.029297
	Iteration 17Q: 3 clusters Score -755443.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -755566.375000 Penalty: 4361.029297
	Iteration 18Q: 3 clusters Score -755566.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -755652.000000 Penalty: 4361.029297
	Iteration 19Q: 3 clusters Score -755652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -755714.500000 Penalty: 4361.029297
	Iteration 20F: 3 clusters Score -755714.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -755776.687500 Penalty: 4361.029297
	Iteration 21Q: 3 clusters Score -755776.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -755841.687500 Penalty: 4361.029297
	Iteration 22Q: 3 clusters Score -755841.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -755897.125000 Penalty: 4361.029297
	Iteration 23Q: 3 clusters Score -755897.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -755926.000000 Penalty: 4361.029297
	Iteration 24Q: 3 clusters Score -755926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -755946.562500 Penalty: 4361.029297
	Iteration 25Q: 3 clusters Score -755946.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -755952.500000 Penalty: 4361.029297
	Iteration 26Q: 3 clusters Score -755952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -755957.375000 Penalty: 4361.029297
	Iteration 27Q: 3 clusters Score -755957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -755959.625000 Penalty: 4361.029297
	Iteration 28Q: 3 clusters Score -755959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -755963.687500 Penalty: 4361.029297
	Iteration 29Q: 3 clusters Score -755963.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -755966.375000 Penalty: 4361.029297
	Iteration 30Q: 3 clusters Score -755966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -755970.125000 Penalty: 4361.029297
	Iteration 31Q: 3 clusters Score -755970.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -755973.875000 Penalty: 4361.029297
	Iteration 32Q: 3 clusters Score -755973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -755976.937500 Penalty: 4361.029297
	Iteration 33Q: 3 clusters Score -755976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -755978.187500 Penalty: 4361.029297
	Iteration 34Q: 3 clusters Score -755978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -755978.187500 Penalty: 4361.029297
	Iteration 35Q: 3 clusters Score -755978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -755977.187500 Penalty: 4361.029297
	Iteration 36Q: 3 clusters Score -755977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -755977.875000 Penalty: 4361.029297
	Iteration 37Q: 3 clusters Score -755977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -755978.812500 Penalty: 4361.029297
	Iteration 38Q: 3 clusters Score -755978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -755978.125000 Penalty: 4361.029297
	Iteration 39Q: 3 clusters Score -755978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -755978.500000 Penalty: 4361.029297
	Iteration 40F: 3 clusters Score -755978.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (13509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Entering Unmasked Estep 
Score: -1559248.625000 Penalty: 2358.755615
	Iteration 0F: 2 clusters Score -1559249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1549330.125000 Penalty: 4717.511230
	Iteration 0F: 3 clusters Score -1549330 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1552468.625000 Penalty: 4717.511230
	Iteration 1F: 3 clusters Score -1552469 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1552870.125000 Penalty: 4717.511230
	Iteration 2F: 3 clusters Score -1552870 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1553292.375000 Penalty: 4717.511230
	Iteration 3F: 3 clusters Score -1553292 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1553866.625000 Penalty: 4717.511230
	Iteration 4F: 3 clusters Score -1553867 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1554688.500000 Penalty: 4717.511230
	Iteration 5F: 3 clusters Score -1554688 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1555777.250000 Penalty: 4717.511230
	Iteration 6F: 3 clusters Score -1555777 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1556977.250000 Penalty: 4717.511230
	Iteration 7F: 3 clusters Score -1556977 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1558025.625000 Penalty: 4717.511230
	Iteration 8F: 3 clusters Score -1558026 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1558632.750000 Penalty: 4717.511230
	Iteration 9F: 3 clusters Score -1558633 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1558911.750000 Penalty: 4717.511230
	Iteration 10Q: 3 clusters Score -1558912 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1559037.250000 Penalty: 4717.511230
	Iteration 11Q: 3 clusters Score -1559037 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1559087.250000 Penalty: 4717.511230
	Iteration 12Q: 3 clusters Score -1559087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1559102.625000 Penalty: 4717.511230
	Iteration 13Q: 3 clusters Score -1559103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1559111.375000 Penalty: 4717.511230
	Iteration 14Q: 3 clusters Score -1559111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1559120.125000 Penalty: 4717.511230
	Iteration 15Q: 3 clusters Score -1559120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1559131.125000 Penalty: 4717.511230
	Iteration 16Q: 3 clusters Score -1559131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1559136.625000 Penalty: 4717.511230
	Iteration 17Q: 3 clusters Score -1559137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1559139.875000 Penalty: 4717.511230
	Iteration 18Q: 3 clusters Score -1559140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1559143.625000 Penalty: 4717.511230
	Iteration 19Q: 3 clusters Score -1559144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1559143.000000 Penalty: 4717.511230
	Iteration 20F: 3 clusters Score -1559143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1559144.000000 Penalty: 4717.511230
	Iteration 21Q: 3 clusters Score -1559144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1559142.000000 Penalty: 4717.511230
	Iteration 22Q: 3 clusters Score -1559142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1559140.500000 Penalty: 4717.511230
	Iteration 23Q: 3 clusters Score -1559140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1559140.625000 Penalty: 4717.511230
	Iteration 24Q: 3 clusters Score -1559141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1559139.625000 Penalty: 4717.511230
	Iteration 25Q: 3 clusters Score -1559140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1559135.625000 Penalty: 4717.511230
	Iteration 26Q: 3 clusters Score -1559136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1559138.500000 Penalty: 4717.511230
	Iteration 27Q: 3 clusters Score -1559138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1559139.750000 Penalty: 4717.511230
	Iteration 28Q: 3 clusters Score -1559140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1559141.000000 Penalty: 4717.511230
	Iteration 29Q: 3 clusters Score -1559141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1559141.000000 Penalty: 4717.511230
	Iteration 30Q: 3 clusters Score -1559141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1559143.250000 Penalty: 4717.511230
	Iteration 31Q: 3 clusters Score -1559143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1559140.375000 Penalty: 4717.511230
	Iteration 32Q: 3 clusters Score -1559140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1559141.375000 Penalty: 4717.511230
	Iteration 33Q: 3 clusters Score -1559141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1559141.375000 Penalty: 4717.511230
	Iteration 34F: 3 clusters Score -1559141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -286169.875000 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -286169.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -283270.375000 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -283270.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -283791.218750 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -283791.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -283940.031250 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -283940 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -284009.843750 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -284009.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -284050.031250 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -284050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -284082.687500 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -284082.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -284108.125000 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -284108.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -284127.031250 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -284127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -284137.593750 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -284137.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -284146.031250 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -284146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284151.406250 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -284151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -284154.937500 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -284154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284157.343750 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -284157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284159.468750 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -284159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284160.250000 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -284160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284161.937500 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -284161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284161.937500 Penalty: 3859.858887
	Iteration 16F: 3 clusters Score -284161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -257126.562500 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -257126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -254341.968750 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -254342 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -254828.546875 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -254828.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -254961.765625 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -254961.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -255074.203125 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -255074.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -255158.265625 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -255158.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -255221.250000 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -255221.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -255282.109375 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -255282.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -255323.500000 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -255323.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255351.781250 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -255351.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -255378.078125 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -255378.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -255403.296875 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -255403.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -255426.546875 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -255426.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -255445.031250 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -255445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -255472.234375 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -255472.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -255487.687500 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -255487.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -255504.156250 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -255504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -255530.640625 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -255530.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -255556.187500 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -255556.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -255581.671875 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -255581.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -255603.593750 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -255603.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -255621.406250 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -255621.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -255631.171875 Penalty: 3817.771973
	Iteration 21Q: 3 clusters Score -255631.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -255641.218750 Penalty: 3817.771973
	Iteration 22Q: 3 clusters Score -255641.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -255652.546875 Penalty: 3817.771973
	Iteration 23Q: 3 clusters Score -255652.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -255667.125000 Penalty: 3817.771973
	Iteration 24Q: 3 clusters Score -255667.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -255680.937500 Penalty: 3817.771973
	Iteration 25Q: 3 clusters Score -255680.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -255696.171875 Penalty: 3817.771973
	Iteration 26Q: 3 clusters Score -255696.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -255704.656250 Penalty: 3817.771973
	Iteration 27Q: 3 clusters Score -255704.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -255713.187500 Penalty: 3817.771973
	Iteration 28Q: 3 clusters Score -255713.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -255722.468750 Penalty: 3817.771973
	Iteration 29Q: 3 clusters Score -255722.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -255727.703125 Penalty: 3817.771973
	Iteration 30Q: 3 clusters Score -255727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -255730.015625 Penalty: 3817.771973
	Iteration 31Q: 3 clusters Score -255730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -255735.078125 Penalty: 3817.771973
	Iteration 32Q: 3 clusters Score -255735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -255736.484375 Penalty: 3817.771973
	Iteration 33Q: 3 clusters Score -255736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -255738.984375 Penalty: 3817.771973
	Iteration 34Q: 3 clusters Score -255739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -255740.046875 Penalty: 3817.771973
	Iteration 35Q: 3 clusters Score -255740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -255741.781250 Penalty: 3817.771973
	Iteration 36Q: 3 clusters Score -255741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -255743.015625 Penalty: 3817.771973
	Iteration 37Q: 3 clusters Score -255743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -255744.578125 Penalty: 3817.771973
	Iteration 38Q: 3 clusters Score -255744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -255746.000000 Penalty: 3817.771973
	Iteration 39Q: 3 clusters Score -255746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -255748.781250 Penalty: 3817.771973
	Iteration 40F: 3 clusters Score -255748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -255751.359375 Penalty: 3817.771973
	Iteration 41Q: 3 clusters Score -255751.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -255753.953125 Penalty: 3817.771973
	Iteration 42Q: 3 clusters Score -255754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -255756.828125 Penalty: 3817.771973
	Iteration 43Q: 3 clusters Score -255756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -255757.265625 Penalty: 3817.771973
	Iteration 44Q: 3 clusters Score -255757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -255758.109375 Penalty: 3817.771973
	Iteration 45Q: 3 clusters Score -255758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -255759.937500 Penalty: 3817.771973
	Iteration 46Q: 3 clusters Score -255759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -255761.296875 Penalty: 3817.771973
	Iteration 47Q: 3 clusters Score -255761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -255761.625000 Penalty: 3817.771973
	Iteration 48Q: 3 clusters Score -255761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -255762.687500 Penalty: 3817.771973
	Iteration 49Q: 3 clusters Score -255762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -255762.687500 Penalty: 3817.771973
	Iteration 50F: 3 clusters Score -255762.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -264071.500000 Penalty: 1915.224121
	Iteration 0F: 2 clusters Score -264071.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -261296.875000 Penalty: 3830.448242
	Iteration 0F: 3 clusters Score -261296.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -261868.937500 Penalty: 3830.448242
	Iteration 1F: 3 clusters Score -261868.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -262047.656250 Penalty: 3830.448242
	Iteration 2F: 3 clusters Score -262047.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -262170.875000 Penalty: 3830.448242
	Iteration 3F: 3 clusters Score -262170.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -262249.687500 Penalty: 3830.448242
	Iteration 4Q: 3 clusters Score -262249.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -262311.406250 Penalty: 3830.448242
	Iteration 5Q: 3 clusters Score -262311.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -262354.218750 Penalty: 3830.448242
	Iteration 6Q: 3 clusters Score -262354.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -262391.093750 Penalty: 3830.448242
	Iteration 7Q: 3 clusters Score -262391.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -262428.125000 Penalty: 3830.448242
	Iteration 8Q: 3 clusters Score -262428.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -262457.406250 Penalty: 3830.448242
	Iteration 9Q: 3 clusters Score -262457.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -262478.906250 Penalty: 3830.448242
	Iteration 10Q: 3 clusters Score -262478.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -262493.906250 Penalty: 3830.448242
	Iteration 11Q: 3 clusters Score -262493.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -262510.187500 Penalty: 3830.448242
	Iteration 12Q: 3 clusters Score -262510.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -262522.125000 Penalty: 3830.448242
	Iteration 13Q: 3 clusters Score -262522.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -262526.031250 Penalty: 3830.448242
	Iteration 14Q: 3 clusters Score -262526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -262529.375000 Penalty: 3830.448242
	Iteration 15Q: 3 clusters Score -262529.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -262534.187500 Penalty: 3830.448242
	Iteration 16Q: 3 clusters Score -262534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -262536.875000 Penalty: 3830.448242
	Iteration 17Q: 3 clusters Score -262536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -262540.593750 Penalty: 3830.448242
	Iteration 18Q: 3 clusters Score -262540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -262545.906250 Penalty: 3830.448242
	Iteration 19Q: 3 clusters Score -262545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -262551.500000 Penalty: 3830.448242
	Iteration 20F: 3 clusters Score -262551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -262555.312500 Penalty: 3830.448242
	Iteration 21Q: 3 clusters Score -262555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -262557.343750 Penalty: 3830.448242
	Iteration 22Q: 3 clusters Score -262557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -262558.187500 Penalty: 3830.448242
	Iteration 23Q: 3 clusters Score -262558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -262559.281250 Penalty: 3830.448242
	Iteration 24Q: 3 clusters Score -262559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -262559.531250 Penalty: 3830.448242
	Iteration 25Q: 3 clusters Score -262559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -262560.500000 Penalty: 3830.448242
	Iteration 26Q: 3 clusters Score -262560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -262561.062500 Penalty: 3830.448242
	Iteration 27Q: 3 clusters Score -262561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -262561.750000 Penalty: 3830.448242
	Iteration 28Q: 3 clusters Score -262561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -262561.750000 Penalty: 3830.448242
	Iteration 29F: 3 clusters Score -262561.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -660368.062500 Penalty: 2145.063232
	Iteration 0F: 2 clusters Score -660368.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -655395.250000 Penalty: 4290.126465
	Iteration 0F: 3 clusters Score -655395.2 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -656648.375000 Penalty: 4290.126465
	Iteration 1F: 3 clusters Score -656648.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -656963.437500 Penalty: 4290.126465
	Iteration 2F: 3 clusters Score -656963.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -657216.312500 Penalty: 4290.126465
	Iteration 3F: 3 clusters Score -657216.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -657500.312500 Penalty: 4290.126465
	Iteration 4F: 3 clusters Score -657500.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -657821.500000 Penalty: 4290.126465
	Iteration 5F: 3 clusters Score -657821.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -658144.500000 Penalty: 4290.126465
	Iteration 6F: 3 clusters Score -658144.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -658410.500000 Penalty: 4290.126465
	Iteration 7F: 3 clusters Score -658410.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -658576.312500 Penalty: 4290.126465
	Iteration 8Q: 3 clusters Score -658576.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -658725.062500 Penalty: 4290.126465
	Iteration 9Q: 3 clusters Score -658725.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -658830.687500 Penalty: 4290.126465
	Iteration 10Q: 3 clusters Score -658830.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -658929.875000 Penalty: 4290.126465
	Iteration 11Q: 3 clusters Score -658929.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -658993.875000 Penalty: 4290.126465
	Iteration 12Q: 3 clusters Score -658993.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -659047.625000 Penalty: 4290.126465
	Iteration 13Q: 3 clusters Score -659047.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -659103.875000 Penalty: 4290.126465
	Iteration 14Q: 3 clusters Score -659103.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -659143.687500 Penalty: 4290.126465
	Iteration 15Q: 3 clusters Score -659143.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -659188.625000 Penalty: 4290.126465
	Iteration 16Q: 3 clusters Score -659188.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -659223.750000 Penalty: 4290.126465
	Iteration 17Q: 3 clusters Score -659223.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -659255.437500 Penalty: 4290.126465
	Iteration 18Q: 3 clusters Score -659255.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -659291.625000 Penalty: 4290.126465
	Iteration 19Q: 3 clusters Score -659291.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -659324.750000 Penalty: 4290.126465
	Iteration 20F: 3 clusters Score -659324.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -659354.437500 Penalty: 4290.126465
	Iteration 21Q: 3 clusters Score -659354.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -659375.187500 Penalty: 4290.126465
	Iteration 22Q: 3 clusters Score -659375.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -659388.375000 Penalty: 4290.126465
	Iteration 23Q: 3 clusters Score -659388.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -659401.687500 Penalty: 4290.126465
	Iteration 24Q: 3 clusters Score -659401.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -659412.375000 Penalty: 4290.126465
	Iteration 25Q: 3 clusters Score -659412.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -659421.750000 Penalty: 4290.126465
	Iteration 26Q: 3 clusters Score -659421.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -659431.875000 Penalty: 4290.126465
	Iteration 27Q: 3 clusters Score -659431.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -659442.187500 Penalty: 4290.126465
	Iteration 28Q: 3 clusters Score -659442.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -659446.437500 Penalty: 4290.126465
	Iteration 29Q: 3 clusters Score -659446.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -659451.125000 Penalty: 4290.126465
	Iteration 30Q: 3 clusters Score -659451.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -659455.687500 Penalty: 4290.126465
	Iteration 31Q: 3 clusters Score -659455.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -659461.625000 Penalty: 4290.126465
	Iteration 32Q: 3 clusters Score -659461.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -659465.187500 Penalty: 4290.126465
	Iteration 33Q: 3 clusters Score -659465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -659466.875000 Penalty: 4290.126465
	Iteration 34Q: 3 clusters Score -659466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -659467.875000 Penalty: 4290.126465
	Iteration 35Q: 3 clusters Score -659467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -659467.375000 Penalty: 4290.126465
	Iteration 36Q: 3 clusters Score -659467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -659468.437500 Penalty: 4290.126465
	Iteration 37Q: 3 clusters Score -659468.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -659468.437500 Penalty: 4290.126465
	Iteration 38F: 3 clusters Score -659468.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Entering Unmasked Estep 
Score: -545665.187500 Penalty: 2097.708984
	Iteration 0F: 2 clusters Score -545665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -541299.437500 Penalty: 4195.417969
	Iteration 0F: 3 clusters Score -541299.4 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -542346.875000 Penalty: 4195.417969
	Iteration 1F: 3 clusters Score -542346.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -542564.625000 Penalty: 4195.417969
	Iteration 2F: 3 clusters Score -542564.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -542707.687500 Penalty: 4195.417969
	Iteration 3F: 3 clusters Score -542707.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -542830.875000 Penalty: 4195.417969
	Iteration 4Q: 3 clusters Score -542830.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -542938.750000 Penalty: 4195.417969
	Iteration 5Q: 3 clusters Score -542938.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -543062.062500 Penalty: 4195.417969
	Iteration 6Q: 3 clusters Score -543062.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -543189.750000 Penalty: 4195.417969
	Iteration 7Q: 3 clusters Score -543189.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -543334.500000 Penalty: 4195.417969
	Iteration 8Q: 3 clusters Score -543334.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -543502.375000 Penalty: 4195.417969
	Iteration 9Q: 3 clusters Score -543502.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -543619.500000 Penalty: 4195.417969
	Iteration 10Q: 3 clusters Score -543619.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -543708.500000 Penalty: 4195.417969
	Iteration 11Q: 3 clusters Score -543708.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -543776.312500 Penalty: 4195.417969
	Iteration 12Q: 3 clusters Score -543776.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -543824.750000 Penalty: 4195.417969
	Iteration 13Q: 3 clusters Score -543824.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -543856.687500 Penalty: 4195.417969
	Iteration 14Q: 3 clusters Score -543856.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -543887.625000 Penalty: 4195.417969
	Iteration 15Q: 3 clusters Score -543887.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -543912.312500 Penalty: 4195.417969
	Iteration 16Q: 3 clusters Score -543912.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -543936.812500 Penalty: 4195.417969
	Iteration 17Q: 3 clusters Score -543936.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -543956.875000 Penalty: 4195.417969
	Iteration 18Q: 3 clusters Score -543956.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -543980.562500 Penalty: 4195.417969
	Iteration 19Q: 3 clusters Score -543980.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -544007.812500 Penalty: 4195.417969
	Iteration 20F: 3 clusters Score -544007.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -544027.750000 Penalty: 4195.417969
	Iteration 21Q: 3 clusters Score -544027.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -544051.187500 Penalty: 4195.417969
	Iteration 22Q: 3 clusters Score -544051.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -544069.937500 Penalty: 4195.417969
	Iteration 23Q: 3 clusters Score -544069.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -544085.562500 Penalty: 4195.417969
	Iteration 24Q: 3 clusters Score -544085.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -544099.875000 Penalty: 4195.417969
	Iteration 25Q: 3 clusters Score -544099.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -544118.875000 Penalty: 4195.417969
	Iteration 26Q: 3 clusters Score -544118.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -544147.000000 Penalty: 4195.417969
	Iteration 27Q: 3 clusters Score -544147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -544179.750000 Penalty: 4195.417969
	Iteration 28Q: 3 clusters Score -544179.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -544220.500000 Penalty: 4195.417969
	Iteration 29Q: 3 clusters Score -544220.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -544262.437500 Penalty: 4195.417969
	Iteration 30Q: 3 clusters Score -544262.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -544298.812500 Penalty: 4195.417969
	Iteration 31Q: 3 clusters Score -544298.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -544335.562500 Penalty: 4195.417969
	Iteration 32Q: 3 clusters Score -544335.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -544372.062500 Penalty: 4195.417969
	Iteration 33Q: 3 clusters Score -544372.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -544398.250000 Penalty: 4195.417969
	Iteration 34Q: 3 clusters Score -544398.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -544417.062500 Penalty: 4195.417969
	Iteration 35Q: 3 clusters Score -544417.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -544434.312500 Penalty: 4195.417969
	Iteration 36Q: 3 clusters Score -544434.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -544452.750000 Penalty: 4195.417969
	Iteration 37Q: 3 clusters Score -544452.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -544464.500000 Penalty: 4195.417969
	Iteration 38Q: 3 clusters Score -544464.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -544471.937500 Penalty: 4195.417969
	Iteration 39Q: 3 clusters Score -544471.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -544478.312500 Penalty: 4195.417969
	Iteration 40F: 3 clusters Score -544478.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -544484.812500 Penalty: 4195.417969
	Iteration 41Q: 3 clusters Score -544484.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -544490.750000 Penalty: 4195.417969
	Iteration 42Q: 3 clusters Score -544490.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -544498.062500 Penalty: 4195.417969
	Iteration 43Q: 3 clusters Score -544498.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -544501.937500 Penalty: 4195.417969
	Iteration 44Q: 3 clusters Score -544501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -544508.875000 Penalty: 4195.417969
	Iteration 45Q: 3 clusters Score -544508.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -544513.500000 Penalty: 4195.417969
	Iteration 46Q: 3 clusters Score -544513.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -544517.062500 Penalty: 4195.417969
	Iteration 47Q: 3 clusters Score -544517.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -544522.937500 Penalty: 4195.417969
	Iteration 48Q: 3 clusters Score -544522.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -544528.812500 Penalty: 4195.417969
	Iteration 49Q: 3 clusters Score -544528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -544532.687500 Penalty: 4195.417969
	Iteration 50Q: 3 clusters Score -544532.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -544536.125000 Penalty: 4195.417969
	Iteration 51Q: 3 clusters Score -544536.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -544539.250000 Penalty: 4195.417969
	Iteration 52Q: 3 clusters Score -544539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -544543.250000 Penalty: 4195.417969
	Iteration 53Q: 3 clusters Score -544543.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -544548.875000 Penalty: 4195.417969
	Iteration 54Q: 3 clusters Score -544548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -544550.250000 Penalty: 4195.417969
	Iteration 55Q: 3 clusters Score -544550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -544553.750000 Penalty: 4195.417969
	Iteration 56Q: 3 clusters Score -544553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -544553.937500 Penalty: 4195.417969
	Iteration 57Q: 3 clusters Score -544553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -544554.937500 Penalty: 4195.417969
	Iteration 58Q: 3 clusters Score -544554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -544556.187500 Penalty: 4195.417969
	Iteration 59Q: 3 clusters Score -544556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -544556.875000 Penalty: 4195.417969
	Iteration 60F: 3 clusters Score -544556.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Entering Unmasked Estep 
Score: -487759.531250 Penalty: 2019.592285
	Iteration 0F: 2 clusters Score -487759.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -484292.406250 Penalty: 4039.184570
	Iteration 0F: 3 clusters Score -484292.4 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -485605.562500 Penalty: 4039.184570
	Iteration 1F: 3 clusters Score -485605.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -486241.937500 Penalty: 4039.184570
	Iteration 2F: 3 clusters Score -486241.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -486886.968750 Penalty: 4039.184570
	Iteration 3F: 3 clusters Score -486887 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -487386.250000 Penalty: 4039.184570
	Iteration 4F: 3 clusters Score -487386.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -487678.906250 Penalty: 4039.184570
	Iteration 5F: 3 clusters Score -487678.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -487853.718750 Penalty: 4039.184570
	Iteration 6Q: 3 clusters Score -487853.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -487969.156250 Penalty: 4039.184570
	Iteration 7Q: 3 clusters Score -487969.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -488028.343750 Penalty: 4039.184570
	Iteration 8Q: 3 clusters Score -488028.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -488079.062500 Penalty: 4039.184570
	Iteration 9Q: 3 clusters Score -488079.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -488111.156250 Penalty: 4039.184570
	Iteration 10Q: 3 clusters Score -488111.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -488147.531250 Penalty: 4039.184570
	Iteration 11Q: 3 clusters Score -488147.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -488170.906250 Penalty: 4039.184570
	Iteration 12Q: 3 clusters Score -488170.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -488194.937500 Penalty: 4039.184570
	Iteration 13Q: 3 clusters Score -488194.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -488209.750000 Penalty: 4039.184570
	Iteration 14Q: 3 clusters Score -488209.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -488220.937500 Penalty: 4039.184570
	Iteration 15Q: 3 clusters Score -488220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -488227.875000 Penalty: 4039.184570
	Iteration 16Q: 3 clusters Score -488227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -488235.375000 Penalty: 4039.184570
	Iteration 17Q: 3 clusters Score -488235.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -488246.125000 Penalty: 4039.184570
	Iteration 18Q: 3 clusters Score -488246.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -488255.656250 Penalty: 4039.184570
	Iteration 19Q: 3 clusters Score -488255.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -488265.531250 Penalty: 4039.184570
	Iteration 20F: 3 clusters Score -488265.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -488274.843750 Penalty: 4039.184570
	Iteration 21Q: 3 clusters Score -488274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -488284.468750 Penalty: 4039.184570
	Iteration 22Q: 3 clusters Score -488284.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -488293.500000 Penalty: 4039.184570
	Iteration 23Q: 3 clusters Score -488293.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -488299.906250 Penalty: 4039.184570
	Iteration 24Q: 3 clusters Score -488299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -488302.218750 Penalty: 4039.184570
	Iteration 25Q: 3 clusters Score -488302.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -488303.593750 Penalty: 4039.184570
	Iteration 26Q: 3 clusters Score -488303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -488305.312500 Penalty: 4039.184570
	Iteration 27Q: 3 clusters Score -488305.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -488305.093750 Penalty: 4039.184570
	Iteration 28Q: 3 clusters Score -488305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -488307.125000 Penalty: 4039.184570
	Iteration 29Q: 3 clusters Score -488307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -488309.750000 Penalty: 4039.184570
	Iteration 30Q: 3 clusters Score -488309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -488309.875000 Penalty: 4039.184570
	Iteration 31Q: 3 clusters Score -488309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -488309.312500 Penalty: 4039.184570
	Iteration 32Q: 3 clusters Score -488309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -488310.093750 Penalty: 4039.184570
	Iteration 33Q: 3 clusters Score -488310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -488310.312500 Penalty: 4039.184570
	Iteration 34Q: 3 clusters Score -488310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -488311.406250 Penalty: 4039.184570
	Iteration 35Q: 3 clusters Score -488311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -488311.875000 Penalty: 4039.184570
	Iteration 36Q: 3 clusters Score -488311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -488317.968750 Penalty: 4039.184570
	Iteration 37Q: 3 clusters Score -488318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -488318.906250 Penalty: 4039.184570
	Iteration 38Q: 3 clusters Score -488318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -488319.718750 Penalty: 4039.184570
	Iteration 39Q: 3 clusters Score -488319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -488320.000000 Penalty: 4039.184570
	Iteration 40F: 3 clusters Score -488320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 11511 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 1247 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1723 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 1639 members 
Entering Unmasked Estep 
Score: -133763760.000000 Penalty: 232283.140625
Splitting cluster 41 changes total score from -133761368.000000 to -133763760.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 42 (11511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Entering Unmasked Estep 
Score: -1160420.000000 Penalty: 2319.062500
	Iteration 0F: 2 clusters Score -1160420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1151903.000000 Penalty: 4638.125000
	Iteration 0F: 3 clusters Score -1151903 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1155178.875000 Penalty: 4638.125000
	Iteration 1F: 3 clusters Score -1155179 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1156311.875000 Penalty: 4638.125000
	Iteration 2F: 3 clusters Score -1156312 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1157328.125000 Penalty: 4638.125000
	Iteration 3F: 3 clusters Score -1157328 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1158088.500000 Penalty: 4638.125000
	Iteration 4F: 3 clusters Score -1158088 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1158648.250000 Penalty: 4638.125000
	Iteration 5F: 3 clusters Score -1158648 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1159082.625000 Penalty: 4638.125000
	Iteration 6Q: 3 clusters Score -1159083 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1159455.875000 Penalty: 4638.125000
	Iteration 7Q: 3 clusters Score -1159456 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1159754.000000 Penalty: 4638.125000
	Iteration 8Q: 3 clusters Score -1159754 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1159989.250000 Penalty: 4638.125000
	Iteration 9Q: 3 clusters Score -1159989 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1160206.375000 Penalty: 4638.125000
	Iteration 10Q: 3 clusters Score -1160206 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1160392.250000 Penalty: 4638.125000
	Iteration 11Q: 3 clusters Score -1160392 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1160539.250000 Penalty: 4638.125000
	Iteration 12Q: 3 clusters Score -1160539 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1160627.125000 Penalty: 4638.125000
	Iteration 13Q: 3 clusters Score -1160627 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1160675.375000 Penalty: 4638.125000
	Iteration 14Q: 3 clusters Score -1160675 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1160709.250000 Penalty: 4638.125000
	Iteration 15Q: 3 clusters Score -1160709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1160728.375000 Penalty: 4638.125000
	Iteration 16Q: 3 clusters Score -1160728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1160744.875000 Penalty: 4638.125000
	Iteration 17Q: 3 clusters Score -1160745 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1160759.875000 Penalty: 4638.125000
	Iteration 18Q: 3 clusters Score -1160760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1160776.500000 Penalty: 4638.125000
	Iteration 19Q: 3 clusters Score -1160776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1160781.875000 Penalty: 4638.125000
	Iteration 20F: 3 clusters Score -1160782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1160788.625000 Penalty: 4638.125000
	Iteration 21Q: 3 clusters Score -1160789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1160796.875000 Penalty: 4638.125000
	Iteration 22Q: 3 clusters Score -1160797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1160806.125000 Penalty: 4638.125000
	Iteration 23Q: 3 clusters Score -1160806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1160810.125000 Penalty: 4638.125000
	Iteration 24Q: 3 clusters Score -1160810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1160813.125000 Penalty: 4638.125000
	Iteration 25Q: 3 clusters Score -1160813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1160819.000000 Penalty: 4638.125000
	Iteration 26Q: 3 clusters Score -1160819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1160825.625000 Penalty: 4638.125000
	Iteration 27Q: 3 clusters Score -1160826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1160828.000000 Penalty: 4638.125000
	Iteration 28Q: 3 clusters Score -1160828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1160831.375000 Penalty: 4638.125000
	Iteration 29Q: 3 clusters Score -1160831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1160833.000000 Penalty: 4638.125000
	Iteration 30Q: 3 clusters Score -1160833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1160834.375000 Penalty: 4638.125000
	Iteration 31Q: 3 clusters Score -1160834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1160835.625000 Penalty: 4638.125000
	Iteration 32Q: 3 clusters Score -1160836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1160837.875000 Penalty: 4638.125000
	Iteration 33Q: 3 clusters Score -1160838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1160842.750000 Penalty: 4638.125000
	Iteration 34Q: 3 clusters Score -1160843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1160846.125000 Penalty: 4638.125000
	Iteration 35Q: 3 clusters Score -1160846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1160854.875000 Penalty: 4638.125000
	Iteration 36Q: 3 clusters Score -1160855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1160857.375000 Penalty: 4638.125000
	Iteration 37Q: 3 clusters Score -1160857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1160869.375000 Penalty: 4638.125000
	Iteration 38Q: 3 clusters Score -1160869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1160876.250000 Penalty: 4638.125000
	Iteration 39Q: 3 clusters Score -1160876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1160884.625000 Penalty: 4638.125000
	Iteration 40F: 3 clusters Score -1160885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1160889.875000 Penalty: 4638.125000
	Iteration 41Q: 3 clusters Score -1160890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1160896.125000 Penalty: 4638.125000
	Iteration 42Q: 3 clusters Score -1160896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1160898.125000 Penalty: 4638.125000
	Iteration 43Q: 3 clusters Score -1160898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1160903.625000 Penalty: 4638.125000
	Iteration 44Q: 3 clusters Score -1160904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1160908.125000 Penalty: 4638.125000
	Iteration 45Q: 3 clusters Score -1160908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1160913.875000 Penalty: 4638.125000
	Iteration 46Q: 3 clusters Score -1160914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1160914.125000 Penalty: 4638.125000
	Iteration 47Q: 3 clusters Score -1160914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1160915.750000 Penalty: 4638.125000
	Iteration 48Q: 3 clusters Score -1160916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1160917.000000 Penalty: 4638.125000
	Iteration 49Q: 3 clusters Score -1160917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1160922.750000 Penalty: 4638.125000
	Iteration 50Q: 3 clusters Score -1160923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1160924.875000 Penalty: 4638.125000
	Iteration 51Q: 3 clusters Score -1160925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1160928.125000 Penalty: 4638.125000
	Iteration 52Q: 3 clusters Score -1160928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1160933.750000 Penalty: 4638.125000
	Iteration 53Q: 3 clusters Score -1160934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1160929.250000 Penalty: 4638.125000
	Iteration 54Q: 3 clusters Score -1160929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1160930.375000 Penalty: 4638.125000
	Iteration 55Q: 3 clusters Score -1160930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1160935.250000 Penalty: 4638.125000
	Iteration 56Q: 3 clusters Score -1160935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1160936.125000 Penalty: 4638.125000
	Iteration 57Q: 3 clusters Score -1160936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1160935.500000 Penalty: 4638.125000
	Iteration 58Q: 3 clusters Score -1160936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1160936.125000 Penalty: 4638.125000
	Iteration 59Q: 3 clusters Score -1160936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1160938.625000 Penalty: 4638.125000
	Iteration 60F: 3 clusters Score -1160939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1160938.750000 Penalty: 4638.125000
	Iteration 61Q: 3 clusters Score -1160939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1160938.375000 Penalty: 4638.125000
	Iteration 62Q: 3 clusters Score -1160938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1160937.625000 Penalty: 4638.125000
	Iteration 63Q: 3 clusters Score -1160938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1160939.375000 Penalty: 4638.125000
	Iteration 64Q: 3 clusters Score -1160939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1160937.875000 Penalty: 4638.125000
	Iteration 65Q: 3 clusters Score -1160938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1160938.500000 Penalty: 4638.125000
	Iteration 66Q: 3 clusters Score -1160938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1160938.500000 Penalty: 4638.125000
	Iteration 67F: 3 clusters Score -1160938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5426 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 1247 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1723 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 6085 members 
Entering Unmasked Estep 
Score: -133763320.000000 Penalty: 235750.062500
Splitting cluster 42 changes total score from -133761368.000000 to -133763320.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 43 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -651866.250000 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -651866.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -646941.687500 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -646941.7 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -648088.687500 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -648088.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -648347.812500 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -648347.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -648529.062500 Penalty: 4283.653320
	Iteration 3F: 3 clusters Score -648529.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -648638.500000 Penalty: 4283.653320
	Iteration 4Q: 3 clusters Score -648638.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -648722.687500 Penalty: 4283.653320
	Iteration 5Q: 3 clusters Score -648722.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -648788.250000 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -648788.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -648841.812500 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -648841.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -648895.375000 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -648895.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -648951.437500 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -648951.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -648998.312500 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -648998.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -649046.312500 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -649046.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -649090.000000 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -649090 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -649130.000000 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -649130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -649163.125000 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -649163.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -649191.000000 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -649191 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -649225.250000 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -649225.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -649260.625000 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -649260.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -649299.687500 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -649299.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -649335.437500 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -649335.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -649380.875000 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -649380.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -649433.375000 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -649433.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -649489.062500 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -649489.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -649541.125000 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -649541.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -649581.437500 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -649581.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -649613.500000 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -649613.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -649646.312500 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -649646.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -649687.250000 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -649687.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -649732.062500 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -649732.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -649779.000000 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -649779 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -649817.125000 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -649817.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -649852.750000 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -649852.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -649880.625000 Penalty: 4283.653320
	Iteration 32Q: 3 clusters Score -649880.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -649907.812500 Penalty: 4283.653320
	Iteration 33Q: 3 clusters Score -649907.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -649935.875000 Penalty: 4283.653320
	Iteration 34Q: 3 clusters Score -649935.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -649964.187500 Penalty: 4283.653320
	Iteration 35Q: 3 clusters Score -649964.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -649986.812500 Penalty: 4283.653320
	Iteration 36Q: 3 clusters Score -649986.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -650007.687500 Penalty: 4283.653320
	Iteration 37Q: 3 clusters Score -650007.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -650030.812500 Penalty: 4283.653320
	Iteration 38Q: 3 clusters Score -650030.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -650058.937500 Penalty: 4283.653320
	Iteration 39Q: 3 clusters Score -650058.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -650085.125000 Penalty: 4283.653320
	Iteration 40F: 3 clusters Score -650085.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -650108.125000 Penalty: 4283.653320
	Iteration 41Q: 3 clusters Score -650108.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -650123.750000 Penalty: 4283.653320
	Iteration 42Q: 3 clusters Score -650123.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -650138.062500 Penalty: 4283.653320
	Iteration 43Q: 3 clusters Score -650138.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -650153.375000 Penalty: 4283.653320
	Iteration 44Q: 3 clusters Score -650153.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -650163.687500 Penalty: 4283.653320
	Iteration 45Q: 3 clusters Score -650163.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -650175.125000 Penalty: 4283.653320
	Iteration 46Q: 3 clusters Score -650175.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -650185.437500 Penalty: 4283.653320
	Iteration 47Q: 3 clusters Score -650185.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -650196.812500 Penalty: 4283.653320
	Iteration 48Q: 3 clusters Score -650196.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -650204.312500 Penalty: 4283.653320
	Iteration 49Q: 3 clusters Score -650204.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -650214.687500 Penalty: 4283.653320
	Iteration 50Q: 3 clusters Score -650214.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -650227.437500 Penalty: 4283.653320
	Iteration 51Q: 3 clusters Score -650227.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -650236.125000 Penalty: 4283.653320
	Iteration 52Q: 3 clusters Score -650236.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -650245.500000 Penalty: 4283.653320
	Iteration 53Q: 3 clusters Score -650245.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -650256.437500 Penalty: 4283.653320
	Iteration 54Q: 3 clusters Score -650256.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -650268.812500 Penalty: 4283.653320
	Iteration 55Q: 3 clusters Score -650268.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -650277.625000 Penalty: 4283.653320
	Iteration 56Q: 3 clusters Score -650277.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -650285.750000 Penalty: 4283.653320
	Iteration 57Q: 3 clusters Score -650285.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -650290.312500 Penalty: 4283.653320
	Iteration 58Q: 3 clusters Score -650290.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -650301.000000 Penalty: 4283.653320
	Iteration 59Q: 3 clusters Score -650301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -650304.625000 Penalty: 4283.653320
	Iteration 60F: 3 clusters Score -650304.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -650308.312500 Penalty: 4283.653320
	Iteration 61Q: 3 clusters Score -650308.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -650309.500000 Penalty: 4283.653320
	Iteration 62Q: 3 clusters Score -650309.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -650313.812500 Penalty: 4283.653320
	Iteration 63Q: 3 clusters Score -650313.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -650316.500000 Penalty: 4283.653320
	Iteration 64Q: 3 clusters Score -650316.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -650320.500000 Penalty: 4283.653320
	Iteration 65Q: 3 clusters Score -650320.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -650323.500000 Penalty: 4283.653320
	Iteration 66Q: 3 clusters Score -650323.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -650326.812500 Penalty: 4283.653320
	Iteration 67Q: 3 clusters Score -650326.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -650326.437500 Penalty: 4283.653320
	Iteration 68Q: 3 clusters Score -650326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -650329.000000 Penalty: 4283.653320
	Iteration 69Q: 3 clusters Score -650329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -650330.812500 Penalty: 4283.653320
	Iteration 70Q: 3 clusters Score -650330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -650331.250000 Penalty: 4283.653320
	Iteration 71Q: 3 clusters Score -650331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -650332.500000 Penalty: 4283.653320
	Iteration 72Q: 3 clusters Score -650332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -650334.250000 Penalty: 4283.653320
	Iteration 73Q: 3 clusters Score -650334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -650336.250000 Penalty: 4283.653320
	Iteration 74Q: 3 clusters Score -650336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -650336.562500 Penalty: 4283.653320
	Iteration 75Q: 3 clusters Score -650336.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -650339.500000 Penalty: 4283.653320
	Iteration 76Q: 3 clusters Score -650339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -650342.000000 Penalty: 4283.653320
	Iteration 77Q: 3 clusters Score -650342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -650341.500000 Penalty: 4283.653320
	Iteration 78Q: 3 clusters Score -650341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -650343.625000 Penalty: 4283.653320
	Iteration 79Q: 3 clusters Score -650343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -650347.250000 Penalty: 4283.653320
	Iteration 80F: 3 clusters Score -650347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -650347.000000 Penalty: 4283.653320
	Iteration 81Q: 3 clusters Score -650347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -650347.687500 Penalty: 4283.653320
	Iteration 82Q: 3 clusters Score -650347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -650349.125000 Penalty: 4283.653320
	Iteration 83Q: 3 clusters Score -650349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -650349.312500 Penalty: 4283.653320
	Iteration 84Q: 3 clusters Score -650349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -650350.000000 Penalty: 4283.653320
	Iteration 85Q: 3 clusters Score -650350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -650349.562500 Penalty: 4283.653320
	Iteration 86Q: 3 clusters Score -650349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -650351.312500 Penalty: 4283.653320
	Iteration 87Q: 3 clusters Score -650351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -650351.375000 Penalty: 4283.653320
	Iteration 88Q: 3 clusters Score -650351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -650352.437500 Penalty: 4283.653320
	Iteration 89Q: 3 clusters Score -650352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -650352.000000 Penalty: 4283.653320
	Iteration 90Q: 3 clusters Score -650352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -650352.250000 Penalty: 4283.653320
	Iteration 91Q: 3 clusters Score -650352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -650353.625000 Penalty: 4283.653320
	Iteration 92Q: 3 clusters Score -650353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -650353.500000 Penalty: 4283.653320
	Iteration 93Q: 3 clusters Score -650353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -650353.375000 Penalty: 4283.653320
	Iteration 94Q: 3 clusters Score -650353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -650353.375000 Penalty: 4283.653320
	Iteration 95F: 3 clusters Score -650353.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -162139.453125 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -162139.5 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 626 members 
Entering Unmasked Estep 
Score: -160113.375000 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -160113.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161307.500000 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -161307.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -162109.453125 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -162109.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -162492.406250 Penalty: 3535.734131
	Iteration 3F: 3 clusters Score -162492.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -162710.281250 Penalty: 3535.734131
	Iteration 4F: 3 clusters Score -162710.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -162790.578125 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -162790.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -162839.890625 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -162839.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -162887.296875 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -162887.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -162903.625000 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -162903.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162924.265625 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -162924.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162976.234375 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -162976.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -163009.859375 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -163009.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -163025.437500 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -163025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -163046.703125 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -163046.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -163076.031250 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -163076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -163124.687500 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -163124.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -163142.171875 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -163142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -163145.843750 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -163145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -163148.515625 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -163148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -163153.984375 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -163154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -163161.578125 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -163161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -163169.062500 Penalty: 3535.734131
	Iteration 21Q: 3 clusters Score -163169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163172.812500 Penalty: 3535.734131
	Iteration 22Q: 3 clusters Score -163172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163175.031250 Penalty: 3535.734131
	Iteration 23Q: 3 clusters Score -163175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163175.031250 Penalty: 3535.734131
	Iteration 24F: 3 clusters Score -163175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5426 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 548 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1723 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 6085 members 
Mstep: Class 69 contains 699 members 
Entering Unmasked Estep 
Score: -133762672.000000 Penalty: 239216.968750
Splitting cluster 44 changes total score from -133761368.000000 to -133762672.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 45 (5730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Entering Unmasked Estep 
Score: -657782.375000 Penalty: 2146.060791
	Iteration 0F: 2 clusters Score -657782.4 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 2861 members 
Entering Unmasked Estep 
Score: -652806.625000 Penalty: 4292.121582
	Iteration 0F: 3 clusters Score -652806.6 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -654111.000000 Penalty: 4292.121582
	Iteration 1F: 3 clusters Score -654111 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -654402.125000 Penalty: 4292.121582
	Iteration 2F: 3 clusters Score -654402.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -654592.187500 Penalty: 4292.121582
	Iteration 3F: 3 clusters Score -654592.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -654719.687500 Penalty: 4292.121582
	Iteration 4Q: 3 clusters Score -654719.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -654810.125000 Penalty: 4292.121582
	Iteration 5Q: 3 clusters Score -654810.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -654906.562500 Penalty: 4292.121582
	Iteration 6Q: 3 clusters Score -654906.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -654989.000000 Penalty: 4292.121582
	Iteration 7Q: 3 clusters Score -654989 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -655076.312500 Penalty: 4292.121582
	Iteration 8Q: 3 clusters Score -655076.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -655154.375000 Penalty: 4292.121582
	Iteration 9Q: 3 clusters Score -655154.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -655235.250000 Penalty: 4292.121582
	Iteration 10Q: 3 clusters Score -655235.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -655317.062500 Penalty: 4292.121582
	Iteration 11Q: 3 clusters Score -655317.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -655398.750000 Penalty: 4292.121582
	Iteration 12Q: 3 clusters Score -655398.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -655500.312500 Penalty: 4292.121582
	Iteration 13Q: 3 clusters Score -655500.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -655580.312500 Penalty: 4292.121582
	Iteration 14Q: 3 clusters Score -655580.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -655646.687500 Penalty: 4292.121582
	Iteration 15Q: 3 clusters Score -655646.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -655704.187500 Penalty: 4292.121582
	Iteration 16Q: 3 clusters Score -655704.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -655752.750000 Penalty: 4292.121582
	Iteration 17Q: 3 clusters Score -655752.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -655796.250000 Penalty: 4292.121582
	Iteration 18Q: 3 clusters Score -655796.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -655823.312500 Penalty: 4292.121582
	Iteration 19Q: 3 clusters Score -655823.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -655846.312500 Penalty: 4292.121582
	Iteration 20F: 3 clusters Score -655846.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -655863.937500 Penalty: 4292.121582
	Iteration 21Q: 3 clusters Score -655863.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -655877.000000 Penalty: 4292.121582
	Iteration 22Q: 3 clusters Score -655877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -655895.000000 Penalty: 4292.121582
	Iteration 23Q: 3 clusters Score -655895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -655917.062500 Penalty: 4292.121582
	Iteration 24Q: 3 clusters Score -655917.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -655935.937500 Penalty: 4292.121582
	Iteration 25Q: 3 clusters Score -655935.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -655947.562500 Penalty: 4292.121582
	Iteration 26Q: 3 clusters Score -655947.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -655954.187500 Penalty: 4292.121582
	Iteration 27Q: 3 clusters Score -655954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -655957.687500 Penalty: 4292.121582
	Iteration 28Q: 3 clusters Score -655957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -655959.812500 Penalty: 4292.121582
	Iteration 29Q: 3 clusters Score -655959.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -655959.812500 Penalty: 4292.121582
	Iteration 30F: 3 clusters Score -655959.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Entering Unmasked Estep 
Score: -875362.062500 Penalty: 2212.057617
	Iteration 0F: 2 clusters Score -875362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -869420.312500 Penalty: 4424.115234
	Iteration 0F: 3 clusters Score -869420.3 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -871160.000000 Penalty: 4424.115234
	Iteration 1F: 3 clusters Score -871160 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -871489.500000 Penalty: 4424.115234
	Iteration 2F: 3 clusters Score -871489.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -871768.375000 Penalty: 4424.115234
	Iteration 3F: 3 clusters Score -871768.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -872083.500000 Penalty: 4424.115234
	Iteration 4F: 3 clusters Score -872083.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -872472.625000 Penalty: 4424.115234
	Iteration 5F: 3 clusters Score -872472.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -872824.375000 Penalty: 4424.115234
	Iteration 6F: 3 clusters Score -872824.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -873111.000000 Penalty: 4424.115234
	Iteration 7F: 3 clusters Score -873111 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -873310.375000 Penalty: 4424.115234
	Iteration 8Q: 3 clusters Score -873310.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -873413.937500 Penalty: 4424.115234
	Iteration 9Q: 3 clusters Score -873413.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -873486.000000 Penalty: 4424.115234
	Iteration 10Q: 3 clusters Score -873486 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -873545.562500 Penalty: 4424.115234
	Iteration 11Q: 3 clusters Score -873545.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -873586.812500 Penalty: 4424.115234
	Iteration 12Q: 3 clusters Score -873586.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -873613.375000 Penalty: 4424.115234
	Iteration 13Q: 3 clusters Score -873613.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -873635.000000 Penalty: 4424.115234
	Iteration 14Q: 3 clusters Score -873635 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -873647.437500 Penalty: 4424.115234
	Iteration 15Q: 3 clusters Score -873647.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -873658.187500 Penalty: 4424.115234
	Iteration 16Q: 3 clusters Score -873658.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -873670.000000 Penalty: 4424.115234
	Iteration 17Q: 3 clusters Score -873670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -873677.000000 Penalty: 4424.115234
	Iteration 18Q: 3 clusters Score -873677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -873685.937500 Penalty: 4424.115234
	Iteration 19Q: 3 clusters Score -873685.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -873691.250000 Penalty: 4424.115234
	Iteration 20F: 3 clusters Score -873691.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -873696.375000 Penalty: 4424.115234
	Iteration 21Q: 3 clusters Score -873696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -873695.187500 Penalty: 4424.115234
	Iteration 22Q: 3 clusters Score -873695.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -873699.375000 Penalty: 4424.115234
	Iteration 23Q: 3 clusters Score -873699.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -873700.250000 Penalty: 4424.115234
	Iteration 24Q: 3 clusters Score -873700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -873702.687500 Penalty: 4424.115234
	Iteration 25Q: 3 clusters Score -873702.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -873705.437500 Penalty: 4424.115234
	Iteration 26Q: 3 clusters Score -873705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -873706.625000 Penalty: 4424.115234
	Iteration 27Q: 3 clusters Score -873706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -873707.875000 Penalty: 4424.115234
	Iteration 28Q: 3 clusters Score -873707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -873708.750000 Penalty: 4424.115234
	Iteration 29Q: 3 clusters Score -873708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -873709.812500 Penalty: 4424.115234
	Iteration 30Q: 3 clusters Score -873709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -873710.875000 Penalty: 4424.115234
	Iteration 31Q: 3 clusters Score -873710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -873710.250000 Penalty: 4424.115234
	Iteration 32Q: 3 clusters Score -873710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -873712.250000 Penalty: 4424.115234
	Iteration 33Q: 3 clusters Score -873712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -873712.312500 Penalty: 4424.115234
	Iteration 34Q: 3 clusters Score -873712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -873714.250000 Penalty: 4424.115234
	Iteration 35Q: 3 clusters Score -873714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -873714.812500 Penalty: 4424.115234
	Iteration 36Q: 3 clusters Score -873714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -873714.812500 Penalty: 4424.115234
	Iteration 37F: 3 clusters Score -873714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Entering Unmasked Estep 
Score: -998155.687500 Penalty: 2244.529785
	Iteration 0F: 2 clusters Score -998155.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -991428.750000 Penalty: 4489.059570
	Iteration 0F: 3 clusters Score -991428.8 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -993334.250000 Penalty: 4489.059570
	Iteration 1F: 3 clusters Score -993334.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -993750.375000 Penalty: 4489.059570
	Iteration 2F: 3 clusters Score -993750.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -994095.250000 Penalty: 4489.059570
	Iteration 3F: 3 clusters Score -994095.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -994385.937500 Penalty: 4489.059570
	Iteration 4F: 3 clusters Score -994385.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -994604.562500 Penalty: 4489.059570
	Iteration 5Q: 3 clusters Score -994604.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -994816.437500 Penalty: 4489.059570
	Iteration 6Q: 3 clusters Score -994816.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -995022.125000 Penalty: 4489.059570
	Iteration 7Q: 3 clusters Score -995022.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -995231.250000 Penalty: 4489.059570
	Iteration 8Q: 3 clusters Score -995231.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -995441.062500 Penalty: 4489.059570
	Iteration 9Q: 3 clusters Score -995441.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -995635.750000 Penalty: 4489.059570
	Iteration 10Q: 3 clusters Score -995635.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -995795.125000 Penalty: 4489.059570
	Iteration 11Q: 3 clusters Score -995795.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -995919.187500 Penalty: 4489.059570
	Iteration 12Q: 3 clusters Score -995919.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -996031.062500 Penalty: 4489.059570
	Iteration 13Q: 3 clusters Score -996031.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -996102.937500 Penalty: 4489.059570
	Iteration 14Q: 3 clusters Score -996102.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -996160.625000 Penalty: 4489.059570
	Iteration 15Q: 3 clusters Score -996160.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -996207.562500 Penalty: 4489.059570
	Iteration 16Q: 3 clusters Score -996207.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -996244.500000 Penalty: 4489.059570
	Iteration 17Q: 3 clusters Score -996244.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -996275.000000 Penalty: 4489.059570
	Iteration 18Q: 3 clusters Score -996275 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -996308.375000 Penalty: 4489.059570
	Iteration 19Q: 3 clusters Score -996308.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -996327.687500 Penalty: 4489.059570
	Iteration 20F: 3 clusters Score -996327.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -996344.375000 Penalty: 4489.059570
	Iteration 21Q: 3 clusters Score -996344.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -996358.937500 Penalty: 4489.059570
	Iteration 22Q: 3 clusters Score -996358.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -996366.437500 Penalty: 4489.059570
	Iteration 23Q: 3 clusters Score -996366.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -996383.125000 Penalty: 4489.059570
	Iteration 24Q: 3 clusters Score -996383.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -996398.812500 Penalty: 4489.059570
	Iteration 25Q: 3 clusters Score -996398.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -996411.812500 Penalty: 4489.059570
	Iteration 26Q: 3 clusters Score -996411.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -996424.312500 Penalty: 4489.059570
	Iteration 27Q: 3 clusters Score -996424.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -996432.062500 Penalty: 4489.059570
	Iteration 28Q: 3 clusters Score -996432.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -996439.937500 Penalty: 4489.059570
	Iteration 29Q: 3 clusters Score -996439.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -996443.250000 Penalty: 4489.059570
	Iteration 30Q: 3 clusters Score -996443.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -996451.625000 Penalty: 4489.059570
	Iteration 31Q: 3 clusters Score -996451.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -996458.625000 Penalty: 4489.059570
	Iteration 32Q: 3 clusters Score -996458.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -996464.375000 Penalty: 4489.059570
	Iteration 33Q: 3 clusters Score -996464.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -996474.937500 Penalty: 4489.059570
	Iteration 34Q: 3 clusters Score -996474.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -996481.187500 Penalty: 4489.059570
	Iteration 35Q: 3 clusters Score -996481.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -996487.187500 Penalty: 4489.059570
	Iteration 36Q: 3 clusters Score -996487.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -996487.625000 Penalty: 4489.059570
	Iteration 37Q: 3 clusters Score -996487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -996492.687500 Penalty: 4489.059570
	Iteration 38Q: 3 clusters Score -996492.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -996490.375000 Penalty: 4489.059570
	Iteration 39Q: 3 clusters Score -996490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -996492.625000 Penalty: 4489.059570
	Iteration 40F: 3 clusters Score -996492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -996493.312500 Penalty: 4489.059570
	Iteration 41Q: 3 clusters Score -996493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -996493.937500 Penalty: 4489.059570
	Iteration 42Q: 3 clusters Score -996493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -996494.250000 Penalty: 4489.059570
	Iteration 43Q: 3 clusters Score -996494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -996496.312500 Penalty: 4489.059570
	Iteration 44Q: 3 clusters Score -996496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -996495.125000 Penalty: 4489.059570
	Iteration 45Q: 3 clusters Score -996495.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -996497.125000 Penalty: 4489.059570
	Iteration 46Q: 3 clusters Score -996497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -996499.937500 Penalty: 4489.059570
	Iteration 47Q: 3 clusters Score -996499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -996498.437500 Penalty: 4489.059570
	Iteration 48Q: 3 clusters Score -996498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -996500.250000 Penalty: 4489.059570
	Iteration 49Q: 3 clusters Score -996500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -996500.875000 Penalty: 4489.059570
	Iteration 50Q: 3 clusters Score -996500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -996499.687500 Penalty: 4489.059570
	Iteration 51Q: 3 clusters Score -996499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -996499.437500 Penalty: 4489.059570
	Iteration 52Q: 3 clusters Score -996499.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -996499.437500 Penalty: 4489.059570
	Iteration 53F: 3 clusters Score -996499.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -298230.875000 Penalty: 1895.821289
	Iteration 0F: 2 clusters Score -298230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -295609.718750 Penalty: 3791.642578
	Iteration 0F: 3 clusters Score -295609.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -296569.656250 Penalty: 3791.642578
	Iteration 1F: 3 clusters Score -296569.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -297054.000000 Penalty: 3791.642578
	Iteration 2F: 3 clusters Score -297054 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297436.187500 Penalty: 3791.642578
	Iteration 3F: 3 clusters Score -297436.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -297795.218750 Penalty: 3791.642578
	Iteration 4F: 3 clusters Score -297795.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -298068.843750 Penalty: 3791.642578
	Iteration 5F: 3 clusters Score -298068.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -298246.125000 Penalty: 3791.642578
	Iteration 6Q: 3 clusters Score -298246.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -298301.937500 Penalty: 3791.642578
	Iteration 7Q: 3 clusters Score -298301.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -298322.718750 Penalty: 3791.642578
	Iteration 8Q: 3 clusters Score -298322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -298328.687500 Penalty: 3791.642578
	Iteration 9Q: 3 clusters Score -298328.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -298335.500000 Penalty: 3791.642578
	Iteration 10Q: 3 clusters Score -298335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -298337.937500 Penalty: 3791.642578
	Iteration 11Q: 3 clusters Score -298337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -298340.000000 Penalty: 3791.642578
	Iteration 12Q: 3 clusters Score -298340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -298340.000000 Penalty: 3791.642578
	Iteration 13Q: 3 clusters Score -298340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -298340.187500 Penalty: 3791.642578
	Iteration 14Q: 3 clusters Score -298340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -298340.968750 Penalty: 3791.642578
	Iteration 15Q: 3 clusters Score -298341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -298342.218750 Penalty: 3791.642578
	Iteration 16Q: 3 clusters Score -298342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -298342.218750 Penalty: 3791.642578
	Iteration 17F: 3 clusters Score -298342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5426 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 548 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 1031 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 1723 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 6085 members 
Mstep: Class 69 contains 699 members 
Mstep: Class 70 contains 1058 members 
Entering Unmasked Estep 
Score: -133761144.000000 Penalty: 242683.890625
Splitting cluster 48 changes total score from -133761368.000000 to -133761144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -491509.750000 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -491509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -487445.281250 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -487445.3 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -488367.937500 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -488367.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -488570.343750 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -488570.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -488749.437500 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -488749.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -488868.375000 Penalty: 4147.986328
	Iteration 4Q: 3 clusters Score -488868.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -488955.437500 Penalty: 4147.986328
	Iteration 5Q: 3 clusters Score -488955.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -489034.031250 Penalty: 4147.986328
	Iteration 6Q: 3 clusters Score -489034 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -489095.093750 Penalty: 4147.986328
	Iteration 7Q: 3 clusters Score -489095.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -489147.656250 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -489147.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -489189.562500 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -489189.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -489223.187500 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -489223.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -489248.718750 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -489248.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -489272.875000 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -489272.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -489305.218750 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -489305.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -489336.031250 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -489336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -489353.843750 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -489353.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -489362.781250 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -489362.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -489371.906250 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -489371.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -489378.593750 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -489378.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -489387.156250 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -489387.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -489396.000000 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -489396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -489404.000000 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -489404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -489409.281250 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -489409.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -489413.750000 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -489413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -489417.437500 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -489417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -489422.781250 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -489422.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -489427.500000 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -489427.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -489433.375000 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -489433.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -489440.375000 Penalty: 4147.986328
	Iteration 28Q: 3 clusters Score -489440.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -489446.156250 Penalty: 4147.986328
	Iteration 29Q: 3 clusters Score -489446.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -489449.375000 Penalty: 4147.986328
	Iteration 30Q: 3 clusters Score -489449.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -489452.156250 Penalty: 4147.986328
	Iteration 31Q: 3 clusters Score -489452.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -489453.906250 Penalty: 4147.986328
	Iteration 32Q: 3 clusters Score -489453.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -489460.593750 Penalty: 4147.986328
	Iteration 33Q: 3 clusters Score -489460.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -489466.906250 Penalty: 4147.986328
	Iteration 34Q: 3 clusters Score -489466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -489467.531250 Penalty: 4147.986328
	Iteration 35Q: 3 clusters Score -489467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -489470.156250 Penalty: 4147.986328
	Iteration 36Q: 3 clusters Score -489470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -489472.125000 Penalty: 4147.986328
	Iteration 37Q: 3 clusters Score -489472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -489474.812500 Penalty: 4147.986328
	Iteration 38Q: 3 clusters Score -489474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -489475.656250 Penalty: 4147.986328
	Iteration 39Q: 3 clusters Score -489475.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -489475.468750 Penalty: 4147.986328
	Iteration 40F: 3 clusters Score -489475.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Entering Unmasked Estep 
Score: -753094.312500 Penalty: 2168.988525
	Iteration 0F: 2 clusters Score -753094.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -747754.062500 Penalty: 4337.977051
	Iteration 0F: 3 clusters Score -747754.1 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -749090.125000 Penalty: 4337.977051
	Iteration 1F: 3 clusters Score -749090.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -749320.312500 Penalty: 4337.977051
	Iteration 2F: 3 clusters Score -749320.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -749470.875000 Penalty: 4337.977051
	Iteration 3Q: 3 clusters Score -749470.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -749557.937500 Penalty: 4337.977051
	Iteration 4Q: 3 clusters Score -749557.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -749618.750000 Penalty: 4337.977051
	Iteration 5Q: 3 clusters Score -749618.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -749659.187500 Penalty: 4337.977051
	Iteration 6Q: 3 clusters Score -749659.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -749691.312500 Penalty: 4337.977051
	Iteration 7Q: 3 clusters Score -749691.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -749720.937500 Penalty: 4337.977051
	Iteration 8Q: 3 clusters Score -749720.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -749755.000000 Penalty: 4337.977051
	Iteration 9Q: 3 clusters Score -749755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -749785.250000 Penalty: 4337.977051
	Iteration 10Q: 3 clusters Score -749785.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -749817.812500 Penalty: 4337.977051
	Iteration 11Q: 3 clusters Score -749817.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -749855.062500 Penalty: 4337.977051
	Iteration 12Q: 3 clusters Score -749855.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -749905.437500 Penalty: 4337.977051
	Iteration 13Q: 3 clusters Score -749905.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -749953.687500 Penalty: 4337.977051
	Iteration 14Q: 3 clusters Score -749953.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -749998.875000 Penalty: 4337.977051
	Iteration 15Q: 3 clusters Score -749998.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -750049.812500 Penalty: 4337.977051
	Iteration 16Q: 3 clusters Score -750049.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -750094.625000 Penalty: 4337.977051
	Iteration 17Q: 3 clusters Score -750094.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -750137.437500 Penalty: 4337.977051
	Iteration 18Q: 3 clusters Score -750137.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -750182.625000 Penalty: 4337.977051
	Iteration 19Q: 3 clusters Score -750182.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -750234.500000 Penalty: 4337.977051
	Iteration 20F: 3 clusters Score -750234.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -750288.250000 Penalty: 4337.977051
	Iteration 21Q: 3 clusters Score -750288.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -750346.937500 Penalty: 4337.977051
	Iteration 22Q: 3 clusters Score -750346.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -750415.750000 Penalty: 4337.977051
	Iteration 23Q: 3 clusters Score -750415.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -750487.625000 Penalty: 4337.977051
	Iteration 24Q: 3 clusters Score -750487.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -750554.750000 Penalty: 4337.977051
	Iteration 25Q: 3 clusters Score -750554.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -750621.437500 Penalty: 4337.977051
	Iteration 26Q: 3 clusters Score -750621.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -750689.187500 Penalty: 4337.977051
	Iteration 27Q: 3 clusters Score -750689.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -750771.375000 Penalty: 4337.977051
	Iteration 28Q: 3 clusters Score -750771.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -750862.625000 Penalty: 4337.977051
	Iteration 29Q: 3 clusters Score -750862.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -750945.375000 Penalty: 4337.977051
	Iteration 30Q: 3 clusters Score -750945.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -751013.250000 Penalty: 4337.977051
	Iteration 31Q: 3 clusters Score -751013.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -751076.312500 Penalty: 4337.977051
	Iteration 32Q: 3 clusters Score -751076.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -751130.312500 Penalty: 4337.977051
	Iteration 33Q: 3 clusters Score -751130.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -751179.437500 Penalty: 4337.977051
	Iteration 34Q: 3 clusters Score -751179.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -751221.312500 Penalty: 4337.977051
	Iteration 35Q: 3 clusters Score -751221.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -751258.812500 Penalty: 4337.977051
	Iteration 36Q: 3 clusters Score -751258.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -751285.312500 Penalty: 4337.977051
	Iteration 37Q: 3 clusters Score -751285.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -751301.687500 Penalty: 4337.977051
	Iteration 38Q: 3 clusters Score -751301.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -751308.500000 Penalty: 4337.977051
	Iteration 39Q: 3 clusters Score -751308.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -751312.625000 Penalty: 4337.977051
	Iteration 40F: 3 clusters Score -751312.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -751318.562500 Penalty: 4337.977051
	Iteration 41Q: 3 clusters Score -751318.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -751329.625000 Penalty: 4337.977051
	Iteration 42Q: 3 clusters Score -751329.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -751336.187500 Penalty: 4337.977051
	Iteration 43Q: 3 clusters Score -751336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -751338.687500 Penalty: 4337.977051
	Iteration 44Q: 3 clusters Score -751338.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -751341.812500 Penalty: 4337.977051
	Iteration 45Q: 3 clusters Score -751341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -751346.375000 Penalty: 4337.977051
	Iteration 46Q: 3 clusters Score -751346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -751352.312500 Penalty: 4337.977051
	Iteration 47Q: 3 clusters Score -751352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -751355.562500 Penalty: 4337.977051
	Iteration 48Q: 3 clusters Score -751355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -751354.187500 Penalty: 4337.977051
	Iteration 49Q: 3 clusters Score -751354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -751355.312500 Penalty: 4337.977051
	Iteration 50Q: 3 clusters Score -751355.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -751355.312500 Penalty: 4337.977051
	Iteration 51F: 3 clusters Score -751355.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -34998.808594 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -34998.81 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 202 members 
Entering Unmasked Estep 
Score: -33630.238281 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -33630.24 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33795.582031 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -33795.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33847.488281 Penalty: 2966.781494
	Iteration 2Q: 3 clusters Score -33847.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33873.542969 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -33873.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33888.101562 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -33888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33899.179688 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -33899.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33899.179688 Penalty: 2966.781494
	Iteration 6F: 3 clusters Score -33899.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (10913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Entering Unmasked Estep 
Score: -1233100.125000 Penalty: 2305.832275
	Iteration 0F: 2 clusters Score -1233100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1224968.125000 Penalty: 4611.664551
	Iteration 0F: 3 clusters Score -1224968 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1227494.250000 Penalty: 4611.664551
	Iteration 1F: 3 clusters Score -1227494 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1228041.750000 Penalty: 4611.664551
	Iteration 2F: 3 clusters Score -1228042 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1228659.750000 Penalty: 4611.664551
	Iteration 3F: 3 clusters Score -1228660 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1229324.375000 Penalty: 4611.664551
	Iteration 4F: 3 clusters Score -1229324 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1230009.000000 Penalty: 4611.664551
	Iteration 5F: 3 clusters Score -1230009 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1230496.625000 Penalty: 4611.664551
	Iteration 6F: 3 clusters Score -1230497 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1230830.750000 Penalty: 4611.664551
	Iteration 7Q: 3 clusters Score -1230831 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1231077.875000 Penalty: 4611.664551
	Iteration 8Q: 3 clusters Score -1231078 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1231265.250000 Penalty: 4611.664551
	Iteration 9Q: 3 clusters Score -1231265 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1231395.625000 Penalty: 4611.664551
	Iteration 10Q: 3 clusters Score -1231396 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1231500.000000 Penalty: 4611.664551
	Iteration 11Q: 3 clusters Score -1231500 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1231581.000000 Penalty: 4611.664551
	Iteration 12Q: 3 clusters Score -1231581 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1231655.125000 Penalty: 4611.664551
	Iteration 13Q: 3 clusters Score -1231655 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1231717.625000 Penalty: 4611.664551
	Iteration 14Q: 3 clusters Score -1231718 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1231769.875000 Penalty: 4611.664551
	Iteration 15Q: 3 clusters Score -1231770 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1231810.125000 Penalty: 4611.664551
	Iteration 16Q: 3 clusters Score -1231810 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1231846.250000 Penalty: 4611.664551
	Iteration 17Q: 3 clusters Score -1231846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1231888.750000 Penalty: 4611.664551
	Iteration 18Q: 3 clusters Score -1231889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1231920.625000 Penalty: 4611.664551
	Iteration 19Q: 3 clusters Score -1231921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1231945.625000 Penalty: 4611.664551
	Iteration 20F: 3 clusters Score -1231946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1231968.125000 Penalty: 4611.664551
	Iteration 21Q: 3 clusters Score -1231968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1231986.125000 Penalty: 4611.664551
	Iteration 22Q: 3 clusters Score -1231986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1231997.625000 Penalty: 4611.664551
	Iteration 23Q: 3 clusters Score -1231998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1232011.750000 Penalty: 4611.664551
	Iteration 24Q: 3 clusters Score -1232012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1232022.250000 Penalty: 4611.664551
	Iteration 25Q: 3 clusters Score -1232022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1232031.500000 Penalty: 4611.664551
	Iteration 26Q: 3 clusters Score -1232032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1232043.500000 Penalty: 4611.664551
	Iteration 27Q: 3 clusters Score -1232044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1232051.375000 Penalty: 4611.664551
	Iteration 28Q: 3 clusters Score -1232051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1232062.125000 Penalty: 4611.664551
	Iteration 29Q: 3 clusters Score -1232062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1232072.500000 Penalty: 4611.664551
	Iteration 30Q: 3 clusters Score -1232072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1232083.500000 Penalty: 4611.664551
	Iteration 31Q: 3 clusters Score -1232084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1232096.500000 Penalty: 4611.664551
	Iteration 32Q: 3 clusters Score -1232096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1232102.500000 Penalty: 4611.664551
	Iteration 33Q: 3 clusters Score -1232102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1232116.500000 Penalty: 4611.664551
	Iteration 34Q: 3 clusters Score -1232116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1232123.875000 Penalty: 4611.664551
	Iteration 35Q: 3 clusters Score -1232124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1232130.875000 Penalty: 4611.664551
	Iteration 36Q: 3 clusters Score -1232131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1232138.125000 Penalty: 4611.664551
	Iteration 37Q: 3 clusters Score -1232138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1232140.625000 Penalty: 4611.664551
	Iteration 38Q: 3 clusters Score -1232141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1232143.875000 Penalty: 4611.664551
	Iteration 39Q: 3 clusters Score -1232144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1232153.000000 Penalty: 4611.664551
	Iteration 40F: 3 clusters Score -1232153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1232161.500000 Penalty: 4611.664551
	Iteration 41Q: 3 clusters Score -1232162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1232167.125000 Penalty: 4611.664551
	Iteration 42Q: 3 clusters Score -1232167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1232171.250000 Penalty: 4611.664551
	Iteration 43Q: 3 clusters Score -1232171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1232176.500000 Penalty: 4611.664551
	Iteration 44Q: 3 clusters Score -1232176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1232177.750000 Penalty: 4611.664551
	Iteration 45Q: 3 clusters Score -1232178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1232186.375000 Penalty: 4611.664551
	Iteration 46Q: 3 clusters Score -1232186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1232196.750000 Penalty: 4611.664551
	Iteration 47Q: 3 clusters Score -1232197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1232205.375000 Penalty: 4611.664551
	Iteration 48Q: 3 clusters Score -1232205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1232209.000000 Penalty: 4611.664551
	Iteration 49Q: 3 clusters Score -1232209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1232217.500000 Penalty: 4611.664551
	Iteration 50Q: 3 clusters Score -1232218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1232217.375000 Penalty: 4611.664551
	Iteration 51Q: 3 clusters Score -1232217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1232219.750000 Penalty: 4611.664551
	Iteration 52Q: 3 clusters Score -1232220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1232227.625000 Penalty: 4611.664551
	Iteration 53Q: 3 clusters Score -1232228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1232231.875000 Penalty: 4611.664551
	Iteration 54Q: 3 clusters Score -1232232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1232240.750000 Penalty: 4611.664551
	Iteration 55Q: 3 clusters Score -1232241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1232241.750000 Penalty: 4611.664551
	Iteration 56Q: 3 clusters Score -1232242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1232243.875000 Penalty: 4611.664551
	Iteration 57Q: 3 clusters Score -1232244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1232243.000000 Penalty: 4611.664551
	Iteration 58Q: 3 clusters Score -1232243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1232246.125000 Penalty: 4611.664551
	Iteration 59Q: 3 clusters Score -1232246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1232246.125000 Penalty: 4611.664551
	Iteration 60F: 3 clusters Score -1232246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -36066.328125 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -36066.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34891.492188 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -34891.49 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35073.351562 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -35073.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35104.460938 Penalty: 2891.156982
	Iteration 2Q: 3 clusters Score -35104.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35117.625000 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -35117.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35128.765625 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -35128.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35144.359375 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -35144.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35144.929688 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -35144.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35145.613281 Penalty: 2891.156982
	Iteration 7Q: 3 clusters Score -35145.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35145.613281 Penalty: 2891.156982
	Iteration 8F: 3 clusters Score -35145.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (19780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Entering Unmasked Estep 
Score: -2295502.250000 Penalty: 2453.321777
	Iteration 0F: 2 clusters Score -2295502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2281557.000000 Penalty: 4906.643555
	Iteration 0F: 3 clusters Score -2281557 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2286283.750000 Penalty: 4906.643555
	Iteration 1F: 3 clusters Score -2286284 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2286808.500000 Penalty: 4906.643555
	Iteration 2F: 3 clusters Score -2286808 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2287351.500000 Penalty: 4906.643555
	Iteration 3F: 3 clusters Score -2287352 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2288044.250000 Penalty: 4906.643555
	Iteration 4F: 3 clusters Score -2288044 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2288900.500000 Penalty: 4906.643555
	Iteration 5F: 3 clusters Score -2288900 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2289906.250000 Penalty: 4906.643555
	Iteration 6F: 3 clusters Score -2289906 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2291015.500000 Penalty: 4906.643555
	Iteration 7F: 3 clusters Score -2291016 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2291986.250000 Penalty: 4906.643555
	Iteration 8F: 3 clusters Score -2291986 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2292658.750000 Penalty: 4906.643555
	Iteration 9F: 3 clusters Score -2292659 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2292998.750000 Penalty: 4906.643555
	Iteration 10Q: 3 clusters Score -2292999 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2293167.500000 Penalty: 4906.643555
	Iteration 11Q: 3 clusters Score -2293168 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2293272.750000 Penalty: 4906.643555
	Iteration 12Q: 3 clusters Score -2293273 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2293333.000000 Penalty: 4906.643555
	Iteration 13Q: 3 clusters Score -2293333 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2293384.500000 Penalty: 4906.643555
	Iteration 14Q: 3 clusters Score -2293384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2293435.750000 Penalty: 4906.643555
	Iteration 15Q: 3 clusters Score -2293436 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2293479.000000 Penalty: 4906.643555
	Iteration 16Q: 3 clusters Score -2293479 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2293515.750000 Penalty: 4906.643555
	Iteration 17Q: 3 clusters Score -2293516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2293556.250000 Penalty: 4906.643555
	Iteration 18Q: 3 clusters Score -2293556 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2293575.750000 Penalty: 4906.643555
	Iteration 19Q: 3 clusters Score -2293576 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2293601.000000 Penalty: 4906.643555
	Iteration 20F: 3 clusters Score -2293601 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2293619.750000 Penalty: 4906.643555
	Iteration 21Q: 3 clusters Score -2293620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2293650.000000 Penalty: 4906.643555
	Iteration 22Q: 3 clusters Score -2293650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2293659.250000 Penalty: 4906.643555
	Iteration 23Q: 3 clusters Score -2293659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2293666.000000 Penalty: 4906.643555
	Iteration 24Q: 3 clusters Score -2293666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2293676.500000 Penalty: 4906.643555
	Iteration 25Q: 3 clusters Score -2293676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2293696.000000 Penalty: 4906.643555
	Iteration 26Q: 3 clusters Score -2293696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2293708.500000 Penalty: 4906.643555
	Iteration 27Q: 3 clusters Score -2293708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2293717.500000 Penalty: 4906.643555
	Iteration 28Q: 3 clusters Score -2293718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2293732.250000 Penalty: 4906.643555
	Iteration 29Q: 3 clusters Score -2293732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2293736.750000 Penalty: 4906.643555
	Iteration 30Q: 3 clusters Score -2293737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2293741.500000 Penalty: 4906.643555
	Iteration 31Q: 3 clusters Score -2293742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2293743.750000 Penalty: 4906.643555
	Iteration 32Q: 3 clusters Score -2293744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2293747.250000 Penalty: 4906.643555
	Iteration 33Q: 3 clusters Score -2293747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2293761.750000 Penalty: 4906.643555
	Iteration 34Q: 3 clusters Score -2293762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2293764.500000 Penalty: 4906.643555
	Iteration 35Q: 3 clusters Score -2293764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2293768.750000 Penalty: 4906.643555
	Iteration 36Q: 3 clusters Score -2293769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2293766.750000 Penalty: 4906.643555
	Iteration 37Q: 3 clusters Score -2293767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2293768.500000 Penalty: 4906.643555
	Iteration 38Q: 3 clusters Score -2293768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2293767.000000 Penalty: 4906.643555
	Iteration 39Q: 3 clusters Score -2293767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2293775.000000 Penalty: 4906.643555
	Iteration 40F: 3 clusters Score -2293775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2293772.250000 Penalty: 4906.643555
	Iteration 41Q: 3 clusters Score -2293772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2293772.500000 Penalty: 4906.643555
	Iteration 42Q: 3 clusters Score -2293772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2293768.250000 Penalty: 4906.643555
	Iteration 43Q: 3 clusters Score -2293768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2293778.750000 Penalty: 4906.643555
	Iteration 44Q: 3 clusters Score -2293779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2293777.250000 Penalty: 4906.643555
	Iteration 45Q: 3 clusters Score -2293777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2293780.000000 Penalty: 4906.643555
	Iteration 46Q: 3 clusters Score -2293780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2293781.000000 Penalty: 4906.643555
	Iteration 47Q: 3 clusters Score -2293781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2293777.000000 Penalty: 4906.643555
	Iteration 48Q: 3 clusters Score -2293777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2293780.000000 Penalty: 4906.643555
	Iteration 49Q: 3 clusters Score -2293780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2293782.000000 Penalty: 4906.643555
	Iteration 50Q: 3 clusters Score -2293782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2293780.750000 Penalty: 4906.643555
	Iteration 51Q: 3 clusters Score -2293781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2293781.500000 Penalty: 4906.643555
	Iteration 52Q: 3 clusters Score -2293782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2293780.500000 Penalty: 4906.643555
	Iteration 53Q: 3 clusters Score -2293780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2293780.000000 Penalty: 4906.643555
	Iteration 54Q: 3 clusters Score -2293780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2293780.500000 Penalty: 4906.643555
	Iteration 55Q: 3 clusters Score -2293780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2293780.000000 Penalty: 4906.643555
	Iteration 56Q: 3 clusters Score -2293780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2293784.000000 Penalty: 4906.643555
	Iteration 57Q: 3 clusters Score -2293784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2293784.000000 Penalty: 4906.643555
	Iteration 58Q: 3 clusters Score -2293784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2293783.250000 Penalty: 4906.643555
	Iteration 59Q: 3 clusters Score -2293783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2293783.750000 Penalty: 4906.643555
	Iteration 60F: 3 clusters Score -2293784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2293784.500000 Penalty: 4906.643555
	Iteration 61Q: 3 clusters Score -2293784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2293784.250000 Penalty: 4906.643555
	Iteration 62Q: 3 clusters Score -2293784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2293784.250000 Penalty: 4906.643555
	Iteration 63F: 3 clusters Score -2293784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (184233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184233 members 
Entering Unmasked Estep 
Score: -21751900.000000 Penalty: 3006.741211
	Iteration 0F: 2 clusters Score -2.17519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -21630714.000000 Penalty: 6013.482422
	Iteration 0F: 3 clusters Score -2.163071e+07 nChanged 88328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -21682446.000000 Penalty: 6013.482422
	Iteration 1F: 3 clusters Score -2.168245e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -21683744.000000 Penalty: 6013.482422
	Iteration 2Q: 3 clusters Score -2.168374e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -21685700.000000 Penalty: 6013.482422
	Iteration 3Q: 3 clusters Score -2.16857e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
Score: -21688706.000000 Penalty: 6013.482422
	Iteration 4Q: 3 clusters Score -2.168871e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 113110 members 
Entering Unmasked Estep 
Score: -21692852.000000 Penalty: 6013.482422
	Iteration 5Q: 3 clusters Score -2.169285e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 122142 members 
Entering Unmasked Estep 
Score: -21699396.000000 Penalty: 6013.482422
	Iteration 6F: 3 clusters Score -2.16994e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -21708490.000000 Penalty: 6013.482422
	Iteration 7F: 3 clusters Score -2.170849e+07 nChanged 13658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 147100 members 
Entering Unmasked Estep 
Score: -21720392.000000 Penalty: 6013.482422
	Iteration 8F: 3 clusters Score -2.172039e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 159860 members 
Entering Unmasked Estep 
Score: -21731506.000000 Penalty: 6013.482422
	Iteration 9F: 3 clusters Score -2.173151e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 169678 members 
Entering Unmasked Estep 
Score: -21740166.000000 Penalty: 6013.482422
	Iteration 10F: 3 clusters Score -2.174017e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 175832 members 
Entering Unmasked Estep 
Score: -21744756.000000 Penalty: 6013.482422
	Iteration 11Q: 3 clusters Score -2.174476e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 179212 members 
Entering Unmasked Estep 
Score: -21747132.000000 Penalty: 6013.482422
	Iteration 12Q: 3 clusters Score -2.174713e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 180949 members 
Entering Unmasked Estep 
Score: -21748170.000000 Penalty: 6013.482422
	Iteration 13Q: 3 clusters Score -2.174817e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 181880 members 
Entering Unmasked Estep 
Score: -21748722.000000 Penalty: 6013.482422
	Iteration 14Q: 3 clusters Score -2.174872e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 182366 members 
Entering Unmasked Estep 
Score: -21749038.000000 Penalty: 6013.482422
	Iteration 15Q: 3 clusters Score -2.174904e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 182651 members 
Entering Unmasked Estep 
Score: -21749138.000000 Penalty: 6013.482422
	Iteration 16Q: 3 clusters Score -2.174914e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 182821 members 
Entering Unmasked Estep 
Score: -21749274.000000 Penalty: 6013.482422
	Iteration 17Q: 3 clusters Score -2.174927e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 182936 members 
Entering Unmasked Estep 
Score: -21749324.000000 Penalty: 6013.482422
	Iteration 18Q: 3 clusters Score -2.174932e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 183029 members 
Entering Unmasked Estep 
Score: -21749362.000000 Penalty: 6013.482422
	Iteration 19Q: 3 clusters Score -2.174936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 183093 members 
Entering Unmasked Estep 
Score: -21749394.000000 Penalty: 6013.482422
	Iteration 20F: 3 clusters Score -2.174939e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -21749452.000000 Penalty: 6013.482422
	Iteration 21Q: 3 clusters Score -2.174945e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 183192 members 
Entering Unmasked Estep 
Score: -21749456.000000 Penalty: 6013.482422
	Iteration 22Q: 3 clusters Score -2.174946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 183225 members 
Entering Unmasked Estep 
Score: -21749460.000000 Penalty: 6013.482422
	Iteration 23Q: 3 clusters Score -2.174946e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -21749472.000000 Penalty: 6013.482422
	Iteration 24Q: 3 clusters Score -2.174947e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 183267 members 
Entering Unmasked Estep 
Score: -21749480.000000 Penalty: 6013.482422
	Iteration 25Q: 3 clusters Score -2.174948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 183277 members 
Entering Unmasked Estep 
Score: -21749508.000000 Penalty: 6013.482422
	Iteration 26Q: 3 clusters Score -2.174951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 183305 members 
Entering Unmasked Estep 
Score: -21749528.000000 Penalty: 6013.482422
	Iteration 27Q: 3 clusters Score -2.174953e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 183321 members 
Entering Unmasked Estep 
Score: -21749526.000000 Penalty: 6013.482422
	Iteration 28Q: 3 clusters Score -2.174953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 183336 members 
Entering Unmasked Estep 
Score: -21749544.000000 Penalty: 6013.482422
	Iteration 29Q: 3 clusters Score -2.174954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 183343 members 
Entering Unmasked Estep 
Score: -21749558.000000 Penalty: 6013.482422
	Iteration 30Q: 3 clusters Score -2.174956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 183347 members 
Entering Unmasked Estep 
Score: -21749564.000000 Penalty: 6013.482422
	Iteration 31Q: 3 clusters Score -2.174956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 183352 members 
Entering Unmasked Estep 
Score: -21749574.000000 Penalty: 6013.482422
	Iteration 32Q: 3 clusters Score -2.174957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 183358 members 
Entering Unmasked Estep 
Score: -21749568.000000 Penalty: 6013.482422
	Iteration 33Q: 3 clusters Score -2.174957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 183362 members 
Entering Unmasked Estep 
Score: -21749572.000000 Penalty: 6013.482422
	Iteration 34Q: 3 clusters Score -2.174957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 183365 members 
Entering Unmasked Estep 
Score: -21749568.000000 Penalty: 6013.482422
	Iteration 35Q: 3 clusters Score -2.174957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 183364 members 
Entering Unmasked Estep 
Score: -21749584.000000 Penalty: 6013.482422
	Iteration 36Q: 3 clusters Score -2.174958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 183364 members 
Entering Unmasked Estep 
Score: -21749584.000000 Penalty: 6013.482422
	Iteration 37F: 3 clusters Score -2.174958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (25889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Entering Unmasked Estep 
Score: -3028787.750000 Penalty: 2520.070312
	Iteration 0F: 2 clusters Score -3028788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3010900.250000 Penalty: 5040.140625
	Iteration 0F: 3 clusters Score -3010900 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3017210.500000 Penalty: 5040.140625
	Iteration 1F: 3 clusters Score -3017210 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3017690.750000 Penalty: 5040.140625
	Iteration 2F: 3 clusters Score -3017691 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3018125.000000 Penalty: 5040.140625
	Iteration 3Q: 3 clusters Score -3018125 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3018545.750000 Penalty: 5040.140625
	Iteration 4Q: 3 clusters Score -3018546 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3019040.750000 Penalty: 5040.140625
	Iteration 5Q: 3 clusters Score -3019041 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3019598.500000 Penalty: 5040.140625
	Iteration 6Q: 3 clusters Score -3019598 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3020181.000000 Penalty: 5040.140625
	Iteration 7Q: 3 clusters Score -3020181 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3020878.250000 Penalty: 5040.140625
	Iteration 8F: 3 clusters Score -3020878 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3021611.750000 Penalty: 5040.140625
	Iteration 9F: 3 clusters Score -3021612 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3022317.250000 Penalty: 5040.140625
	Iteration 10Q: 3 clusters Score -3022317 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3022985.750000 Penalty: 5040.140625
	Iteration 11Q: 3 clusters Score -3022986 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3023653.250000 Penalty: 5040.140625
	Iteration 12Q: 3 clusters Score -3023653 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3024290.000000 Penalty: 5040.140625
	Iteration 13Q: 3 clusters Score -3024290 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3024914.250000 Penalty: 5040.140625
	Iteration 14Q: 3 clusters Score -3024914 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3025450.500000 Penalty: 5040.140625
	Iteration 15Q: 3 clusters Score -3025450 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3025849.500000 Penalty: 5040.140625
	Iteration 16Q: 3 clusters Score -3025850 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3026145.750000 Penalty: 5040.140625
	Iteration 17Q: 3 clusters Score -3026146 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3026339.250000 Penalty: 5040.140625
	Iteration 18Q: 3 clusters Score -3026339 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3026451.250000 Penalty: 5040.140625
	Iteration 19Q: 3 clusters Score -3026451 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3026516.750000 Penalty: 5040.140625
	Iteration 20F: 3 clusters Score -3026517 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3026586.750000 Penalty: 5040.140625
	Iteration 21Q: 3 clusters Score -3026587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3026621.500000 Penalty: 5040.140625
	Iteration 22Q: 3 clusters Score -3026622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3026652.750000 Penalty: 5040.140625
	Iteration 23Q: 3 clusters Score -3026653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3026690.250000 Penalty: 5040.140625
	Iteration 24Q: 3 clusters Score -3026690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3026711.500000 Penalty: 5040.140625
	Iteration 25Q: 3 clusters Score -3026712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3026732.250000 Penalty: 5040.140625
	Iteration 26Q: 3 clusters Score -3026732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3026759.000000 Penalty: 5040.140625
	Iteration 27Q: 3 clusters Score -3026759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3026773.250000 Penalty: 5040.140625
	Iteration 28Q: 3 clusters Score -3026773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3026785.000000 Penalty: 5040.140625
	Iteration 29Q: 3 clusters Score -3026785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3026799.750000 Penalty: 5040.140625
	Iteration 30Q: 3 clusters Score -3026800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3026814.250000 Penalty: 5040.140625
	Iteration 31Q: 3 clusters Score -3026814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3026825.750000 Penalty: 5040.140625
	Iteration 32Q: 3 clusters Score -3026826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3026832.500000 Penalty: 5040.140625
	Iteration 33Q: 3 clusters Score -3026832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3026836.250000 Penalty: 5040.140625
	Iteration 34Q: 3 clusters Score -3026836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3026846.250000 Penalty: 5040.140625
	Iteration 35Q: 3 clusters Score -3026846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3026852.000000 Penalty: 5040.140625
	Iteration 36Q: 3 clusters Score -3026852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3026855.000000 Penalty: 5040.140625
	Iteration 37Q: 3 clusters Score -3026855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3026854.500000 Penalty: 5040.140625
	Iteration 38Q: 3 clusters Score -3026854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3026854.750000 Penalty: 5040.140625
	Iteration 39Q: 3 clusters Score -3026855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3026853.000000 Penalty: 5040.140625
	Iteration 40F: 3 clusters Score -3026853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3026851.500000 Penalty: 5040.140625
	Iteration 41Q: 3 clusters Score -3026852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3026855.000000 Penalty: 5040.140625
	Iteration 42Q: 3 clusters Score -3026855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3026857.500000 Penalty: 5040.140625
	Iteration 43Q: 3 clusters Score -3026858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3026854.750000 Penalty: 5040.140625
	Iteration 44Q: 3 clusters Score -3026855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3026858.000000 Penalty: 5040.140625
	Iteration 45Q: 3 clusters Score -3026858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3026860.000000 Penalty: 5040.140625
	Iteration 46Q: 3 clusters Score -3026860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3026865.250000 Penalty: 5040.140625
	Iteration 47Q: 3 clusters Score -3026865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3026871.250000 Penalty: 5040.140625
	Iteration 48Q: 3 clusters Score -3026871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3026880.750000 Penalty: 5040.140625
	Iteration 49Q: 3 clusters Score -3026881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3026889.500000 Penalty: 5040.140625
	Iteration 50Q: 3 clusters Score -3026890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3026900.250000 Penalty: 5040.140625
	Iteration 51Q: 3 clusters Score -3026900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3026900.500000 Penalty: 5040.140625
	Iteration 52Q: 3 clusters Score -3026900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3026910.250000 Penalty: 5040.140625
	Iteration 53Q: 3 clusters Score -3026910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3026911.500000 Penalty: 5040.140625
	Iteration 54Q: 3 clusters Score -3026912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3026914.250000 Penalty: 5040.140625
	Iteration 55Q: 3 clusters Score -3026914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3026918.750000 Penalty: 5040.140625
	Iteration 56Q: 3 clusters Score -3026919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3026919.000000 Penalty: 5040.140625
	Iteration 57Q: 3 clusters Score -3026919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3026931.250000 Penalty: 5040.140625
	Iteration 58Q: 3 clusters Score -3026931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3026934.250000 Penalty: 5040.140625
	Iteration 59Q: 3 clusters Score -3026934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3026933.750000 Penalty: 5040.140625
	Iteration 60F: 3 clusters Score -3026934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3026937.750000 Penalty: 5040.140625
	Iteration 61Q: 3 clusters Score -3026938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3026932.000000 Penalty: 5040.140625
	Iteration 62Q: 3 clusters Score -3026932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3026936.750000 Penalty: 5040.140625
	Iteration 63Q: 3 clusters Score -3026937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3026938.750000 Penalty: 5040.140625
	Iteration 64Q: 3 clusters Score -3026939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3026936.250000 Penalty: 5040.140625
	Iteration 65Q: 3 clusters Score -3026936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3026934.500000 Penalty: 5040.140625
	Iteration 66Q: 3 clusters Score -3026934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3026931.000000 Penalty: 5040.140625
	Iteration 67Q: 3 clusters Score -3026931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3026934.500000 Penalty: 5040.140625
	Iteration 68Q: 3 clusters Score -3026934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3026933.750000 Penalty: 5040.140625
	Iteration 69Q: 3 clusters Score -3026934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3026933.750000 Penalty: 5040.140625
	Iteration 70F: 3 clusters Score -3026934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Entering Unmasked Estep 
Score: -625120.062500 Penalty: 2125.400879
	Iteration 0F: 2 clusters Score -625120.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -620470.000000 Penalty: 4250.801758
	Iteration 0F: 3 clusters Score -620470 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -621608.125000 Penalty: 4250.801758
	Iteration 1F: 3 clusters Score -621608.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -621864.250000 Penalty: 4250.801758
	Iteration 2F: 3 clusters Score -621864.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -622031.187500 Penalty: 4250.801758
	Iteration 3Q: 3 clusters Score -622031.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -622195.812500 Penalty: 4250.801758
	Iteration 4Q: 3 clusters Score -622195.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -622364.687500 Penalty: 4250.801758
	Iteration 5Q: 3 clusters Score -622364.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -622525.562500 Penalty: 4250.801758
	Iteration 6Q: 3 clusters Score -622525.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -622640.687500 Penalty: 4250.801758
	Iteration 7Q: 3 clusters Score -622640.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -622735.187500 Penalty: 4250.801758
	Iteration 8Q: 3 clusters Score -622735.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -622802.875000 Penalty: 4250.801758
	Iteration 9Q: 3 clusters Score -622802.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -622852.375000 Penalty: 4250.801758
	Iteration 10Q: 3 clusters Score -622852.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -622898.437500 Penalty: 4250.801758
	Iteration 11Q: 3 clusters Score -622898.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -622947.687500 Penalty: 4250.801758
	Iteration 12Q: 3 clusters Score -622947.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -622986.687500 Penalty: 4250.801758
	Iteration 13Q: 3 clusters Score -622986.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -623017.625000 Penalty: 4250.801758
	Iteration 14Q: 3 clusters Score -623017.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -623050.687500 Penalty: 4250.801758
	Iteration 15Q: 3 clusters Score -623050.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -623084.312500 Penalty: 4250.801758
	Iteration 16Q: 3 clusters Score -623084.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -623115.687500 Penalty: 4250.801758
	Iteration 17Q: 3 clusters Score -623115.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -623149.500000 Penalty: 4250.801758
	Iteration 18Q: 3 clusters Score -623149.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -623195.812500 Penalty: 4250.801758
	Iteration 19Q: 3 clusters Score -623195.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -623241.500000 Penalty: 4250.801758
	Iteration 20F: 3 clusters Score -623241.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -623298.437500 Penalty: 4250.801758
	Iteration 21Q: 3 clusters Score -623298.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -623360.562500 Penalty: 4250.801758
	Iteration 22Q: 3 clusters Score -623360.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -623420.812500 Penalty: 4250.801758
	Iteration 23Q: 3 clusters Score -623420.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -623477.750000 Penalty: 4250.801758
	Iteration 24Q: 3 clusters Score -623477.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -623525.375000 Penalty: 4250.801758
	Iteration 25Q: 3 clusters Score -623525.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -623557.750000 Penalty: 4250.801758
	Iteration 26Q: 3 clusters Score -623557.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -623590.875000 Penalty: 4250.801758
	Iteration 27Q: 3 clusters Score -623590.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -623621.312500 Penalty: 4250.801758
	Iteration 28Q: 3 clusters Score -623621.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -623641.000000 Penalty: 4250.801758
	Iteration 29Q: 3 clusters Score -623641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -623655.125000 Penalty: 4250.801758
	Iteration 30Q: 3 clusters Score -623655.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -623670.375000 Penalty: 4250.801758
	Iteration 31Q: 3 clusters Score -623670.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -623680.750000 Penalty: 4250.801758
	Iteration 32Q: 3 clusters Score -623680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -623689.875000 Penalty: 4250.801758
	Iteration 33Q: 3 clusters Score -623689.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -623698.375000 Penalty: 4250.801758
	Iteration 34Q: 3 clusters Score -623698.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -623707.187500 Penalty: 4250.801758
	Iteration 35Q: 3 clusters Score -623707.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -623710.500000 Penalty: 4250.801758
	Iteration 36Q: 3 clusters Score -623710.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -623713.562500 Penalty: 4250.801758
	Iteration 37Q: 3 clusters Score -623713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -623713.687500 Penalty: 4250.801758
	Iteration 38Q: 3 clusters Score -623713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -623717.875000 Penalty: 4250.801758
	Iteration 39Q: 3 clusters Score -623717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -623718.875000 Penalty: 4250.801758
	Iteration 40F: 3 clusters Score -623718.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -623720.312500 Penalty: 4250.801758
	Iteration 41Q: 3 clusters Score -623720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -623721.062500 Penalty: 4250.801758
	Iteration 42Q: 3 clusters Score -623721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -623721.750000 Penalty: 4250.801758
	Iteration 43Q: 3 clusters Score -623721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -623724.062500 Penalty: 4250.801758
	Iteration 44Q: 3 clusters Score -623724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -623724.250000 Penalty: 4250.801758
	Iteration 45Q: 3 clusters Score -623724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -623724.937500 Penalty: 4250.801758
	Iteration 46Q: 3 clusters Score -623724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -623724.187500 Penalty: 4250.801758
	Iteration 47Q: 3 clusters Score -623724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -623724.187500 Penalty: 4250.801758
	Iteration 48F: 3 clusters Score -623724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -255854.921875 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -255854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -253447.671875 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -253447.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -254066.546875 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -254066.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -254485.812500 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -254485.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -255226.593750 Penalty: 3696.103760
	Iteration 3F: 3 clusters Score -255226.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -256068.015625 Penalty: 3696.103760
	Iteration 4F: 3 clusters Score -256068 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -256713.843750 Penalty: 3696.103760
	Iteration 5F: 3 clusters Score -256713.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -257205.562500 Penalty: 3696.103760
	Iteration 6F: 3 clusters Score -257205.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -257564.640625 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -257564.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -257819.375000 Penalty: 3696.103760
	Iteration 8Q: 3 clusters Score -257819.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -257870.890625 Penalty: 3696.103760
	Iteration 9Q: 3 clusters Score -257870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -257893.453125 Penalty: 3696.103760
	Iteration 10Q: 3 clusters Score -257893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -257896.671875 Penalty: 3696.103760
	Iteration 11Q: 3 clusters Score -257896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -257906.578125 Penalty: 3696.103760
	Iteration 12Q: 3 clusters Score -257906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -257919.937500 Penalty: 3696.103760
	Iteration 13Q: 3 clusters Score -257919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -257929.531250 Penalty: 3696.103760
	Iteration 14Q: 3 clusters Score -257929.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -257929.531250 Penalty: 3696.103760
	Iteration 15F: 3 clusters Score -257929.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5426 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 548 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 616 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 6085 members 
Mstep: Class 69 contains 699 members 
Mstep: Class 70 contains 1107 members 
Entering Unmasked Estep 
Score: -133762816.000000 Penalty: 242683.890625
Splitting cluster 58 changes total score from -133761368.000000 to -133762816.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 59 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -54275.859375 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -54275.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53027.468750 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -53027.47 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53507.746094 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -53507.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53915.503906 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -53915.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -54228.363281 Penalty: 2974.240234
	Iteration 3F: 3 clusters Score -54228.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54444.933594 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -54444.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54691.285156 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -54691.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54696.222656 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -54696.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54696.222656 Penalty: 2974.240234
	Iteration 7F: 3 clusters Score -54696.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5426 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 548 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 616 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 2552 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 6085 members 
Mstep: Class 69 contains 699 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 225 members 
Entering Unmasked Estep 
Score: -133761384.000000 Penalty: 246150.796875
Splitting cluster 59 changes total score from -133761368.000000 to -133761384.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 60 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -359566.718750 Penalty: 1945.468872
	Iteration 0F: 2 clusters Score -359566.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -356714.968750 Penalty: 3890.937744
	Iteration 0F: 3 clusters Score -356715 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -358478.000000 Penalty: 3890.937744
	Iteration 1F: 3 clusters Score -358478 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -359491.687500 Penalty: 3890.937744
	Iteration 2F: 3 clusters Score -359491.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -360111.250000 Penalty: 3890.937744
	Iteration 3F: 3 clusters Score -360111.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -360690.625000 Penalty: 3890.937744
	Iteration 4F: 3 clusters Score -360690.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -360988.406250 Penalty: 3890.937744
	Iteration 5Q: 3 clusters Score -360988.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -361110.968750 Penalty: 3890.937744
	Iteration 6Q: 3 clusters Score -361111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -361190.250000 Penalty: 3890.937744
	Iteration 7Q: 3 clusters Score -361190.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -361233.093750 Penalty: 3890.937744
	Iteration 8Q: 3 clusters Score -361233.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -361258.437500 Penalty: 3890.937744
	Iteration 9Q: 3 clusters Score -361258.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -361271.875000 Penalty: 3890.937744
	Iteration 10Q: 3 clusters Score -361271.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -361277.218750 Penalty: 3890.937744
	Iteration 11Q: 3 clusters Score -361277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -361285.968750 Penalty: 3890.937744
	Iteration 12Q: 3 clusters Score -361286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -361290.625000 Penalty: 3890.937744
	Iteration 13Q: 3 clusters Score -361290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -361294.718750 Penalty: 3890.937744
	Iteration 14Q: 3 clusters Score -361294.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -361297.093750 Penalty: 3890.937744
	Iteration 15Q: 3 clusters Score -361297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -361298.531250 Penalty: 3890.937744
	Iteration 16Q: 3 clusters Score -361298.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -361298.531250 Penalty: 3890.937744
	Iteration 17F: 3 clusters Score -361298.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5426 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 548 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 616 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 652 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 6085 members 
Mstep: Class 69 contains 699 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1900 members 
Entering Unmasked Estep 
Score: -133761640.000000 Penalty: 249617.703125
Splitting cluster 60 changes total score from -133761368.000000 to -133761640.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 61 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -95487.851562 Penalty: 1620.739746
	Iteration 0F: 2 clusters Score -95487.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93838.796875 Penalty: 3241.479492
	Iteration 0F: 3 clusters Score -93838.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -94172.093750 Penalty: 3241.479492
	Iteration 1F: 3 clusters Score -94172.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94404.929688 Penalty: 3241.479492
	Iteration 2F: 3 clusters Score -94404.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94580.757812 Penalty: 3241.479492
	Iteration 3F: 3 clusters Score -94580.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94762.382812 Penalty: 3241.479492
	Iteration 4F: 3 clusters Score -94762.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94993.875000 Penalty: 3241.479492
	Iteration 5F: 3 clusters Score -94993.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95132.328125 Penalty: 3241.479492
	Iteration 6Q: 3 clusters Score -95132.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95190.085938 Penalty: 3241.479492
	Iteration 7Q: 3 clusters Score -95190.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95313.726562 Penalty: 3241.479492
	Iteration 8Q: 3 clusters Score -95313.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95437.687500 Penalty: 3241.479492
	Iteration 9Q: 3 clusters Score -95437.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95591.078125 Penalty: 3241.479492
	Iteration 10Q: 3 clusters Score -95591.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95631.414062 Penalty: 3241.479492
	Iteration 11Q: 3 clusters Score -95631.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95647.468750 Penalty: 3241.479492
	Iteration 12Q: 3 clusters Score -95647.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95647.468750 Penalty: 3241.479492
	Iteration 13F: 3 clusters Score -95647.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5426 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 548 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 616 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 652 members 
Mstep: Class 61 contains 273 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 6085 members 
Mstep: Class 69 contains 699 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1900 members 
Mstep: Class 73 contains 416 members 
Entering Unmasked Estep 
Score: -133759872.000000 Penalty: 253084.625000
Splitting cluster 61 changes total score from -133761368.000000 to -133759872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -119854.851562 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -119854.9 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 447 members 
Entering Unmasked Estep 
Score: -118064.203125 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -118064.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -118607.539062 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -118607.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118952.695312 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -118952.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119372.218750 Penalty: 3366.771240
	Iteration 3F: 3 clusters Score -119372.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -119837.242188 Penalty: 3366.771240
	Iteration 4F: 3 clusters Score -119837.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120134.617188 Penalty: 3366.771240
	Iteration 5F: 3 clusters Score -120134.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -120263.265625 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -120263.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -120397.867188 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -120397.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -120482.835938 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -120482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -120542.718750 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -120542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -120551.867188 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -120551.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -120551.867188 Penalty: 3366.771240
	Iteration 11F: 3 clusters Score -120551.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5426 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 548 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 616 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 652 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 523 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 6085 members 
Mstep: Class 69 contains 699 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1900 members 
Mstep: Class 73 contains 364 members 
Entering Unmasked Estep 
Score: -133760520.000000 Penalty: 253084.625000
Splitting cluster 62 changes total score from -133761368.000000 to -133760520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -185710.484375 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -185710.5 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 684 members 
Entering Unmasked Estep 
Score: -183605.984375 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -183606 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -184334.500000 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -184334.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -184711.953125 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -184712 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -184976.046875 Penalty: 3574.363281
	Iteration 3F: 3 clusters Score -184976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -185196.937500 Penalty: 3574.363281
	Iteration 4F: 3 clusters Score -185196.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -185454.703125 Penalty: 3574.363281
	Iteration 5F: 3 clusters Score -185454.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -185723.218750 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -185723.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -185918.640625 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -185918.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185972.687500 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -185972.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -186022.640625 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -186022.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -186057.812500 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -186057.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -186082.906250 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -186082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -186185.906250 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -186185.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -186218.187500 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -186218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -186220.250000 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -186220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -186220.250000 Penalty: 3574.363281
	Iteration 15F: 3 clusters Score -186220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5426 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 548 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 616 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 652 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 789 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4158 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 6085 members 
Mstep: Class 69 contains 699 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1900 members 
Mstep: Class 73 contains 559 members 
Entering Unmasked Estep 
Score: -133760432.000000 Penalty: 253084.625000
Splitting cluster 63 changes total score from -133761368.000000 to -133760432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -45554.074219 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -45554.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44118.589844 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -44118.59 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44303.398438 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -44303.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44380.714844 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -44380.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44418.468750 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -44418.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44429.562500 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -44429.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44432.453125 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -44432.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44432.453125 Penalty: 3035.667480
	Iteration 6F: 3 clusters Score -44432.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28252 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20738 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189896 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46248 members 
Mstep: Class 23 contains 8989 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37858 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169582 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 40612 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5426 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 548 members 
Mstep: Class 45 contains 5730 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8523 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4285 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 396 members 
Mstep: Class 52 contains 10913 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5272 members 
Mstep: Class 58 contains 616 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 652 members 
Mstep: Class 61 contains 689 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763376.000000 Penalty: 249617.703125
Iteration 159Q: 73 clusters Score -1.337634e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35387 members 
Mstep: Class 3 contains 16497 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 28277 members 
Mstep: Class 8 contains 16375 members 
Mstep: Class 9 contains 21811 members 
Mstep: Class 10 contains 3059 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 20757 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 9374 members 
Mstep: Class 15 contains 5106 members 
Mstep: Class 16 contains 25357 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189912 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46296 members 
Mstep: Class 23 contains 9002 members 
Mstep: Class 24 contains 18691 members 
Mstep: Class 25 contains 7885 members 
Mstep: Class 26 contains 37850 members 
Mstep: Class 27 contains 777 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169587 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4420 members 
Mstep: Class 32 contains 40684 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6592 members 
Mstep: Class 35 contains 13222 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 5710 members 
Mstep: Class 40 contains 4731 members 
Mstep: Class 41 contains 1834 members 
Mstep: Class 42 contains 5622 members 
Mstep: Class 43 contains 5640 members 
Mstep: Class 44 contains 555 members 
Mstep: Class 45 contains 5732 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8531 members 
Mstep: Class 48 contains 2089 members 
Mstep: Class 49 contains 4284 members 
Mstep: Class 50 contains 6295 members 
Mstep: Class 51 contains 397 members 
Mstep: Class 52 contains 10937 members 
Mstep: Class 53 contains 338 members 
Mstep: Class 54 contains 19780 members 
Mstep: Class 55 contains 184222 members 
Mstep: Class 56 contains 25889 members 
Mstep: Class 57 contains 5271 members 
Mstep: Class 58 contains 625 members 
Mstep: Class 59 contains 178 members 
Mstep: Class 60 contains 652 members 
Mstep: Class 61 contains 677 members 
Mstep: Class 62 contains 890 members 
Mstep: Class 63 contains 1349 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 3970 members 
Mstep: Class 66 contains 430 members 
Mstep: Class 67 contains 1621 members 
Mstep: Class 68 contains 5803 members 
Mstep: Class 69 contains 706 members 
Mstep: Class 70 contains 1080 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133765232.000000 Penalty: 249617.703125
Iteration 160F: 73 clusters Score -1.337652e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35383 members 
Mstep: Class 3 contains 16802 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6749 members 
Mstep: Class 6 contains 11022 members 
Mstep: Class 7 contains 28307 members 
Mstep: Class 8 contains 16373 members 
Mstep: Class 9 contains 21813 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 20771 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 5060 members 
Mstep: Class 16 contains 25353 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 189928 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46276 members 
Mstep: Class 23 contains 9027 members 
Mstep: Class 24 contains 18672 members 
Mstep: Class 25 contains 7870 members 
Mstep: Class 26 contains 37839 members 
Mstep: Class 27 contains 779 members 
Mstep: Class 28 contains 10089 members 
Mstep: Class 29 contains 169583 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 40450 members 
Mstep: Class 33 contains 315 members 
Mstep: Class 34 contains 6545 members 
Mstep: Class 35 contains 12920 members 
Mstep: Class 36 contains 2396 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 5715 members 
Mstep: Class 40 contains 4742 members 
Mstep: Class 41 contains 1852 members 
Mstep: Class 42 contains 5689 members 
Mstep: Class 43 contains 5641 members 
Mstep: Class 44 contains 551 members 
Mstep: Class 45 contains 5690 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8532 members 
Mstep: Class 48 contains 2086 members 
Mstep: Class 49 contains 4283 members 
Mstep: Class 50 contains 6293 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10902 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19726 members 
Mstep: Class 55 contains 184201 members 
Mstep: Class 56 contains 25885 members 
Mstep: Class 57 contains 5255 members 
Mstep: Class 58 contains 628 members 
Mstep: Class 59 contains 183 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 667 members 
Mstep: Class 62 contains 885 members 
Mstep: Class 63 contains 1343 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4003 members 
Mstep: Class 66 contains 437 members 
Mstep: Class 67 contains 1631 members 
Mstep: Class 68 contains 6398 members 
Mstep: Class 69 contains 758 members 
Mstep: Class 70 contains 1162 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766016.000000 Penalty: 249617.703125
Iteration 161Q: 73 clusters Score -1.33766e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 35375 members 
Mstep: Class 3 contains 17039 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 11005 members 
Mstep: Class 7 contains 28299 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 20784 members 
Mstep: Class 13 contains 11055 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 5044 members 
Mstep: Class 16 contains 25383 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 189935 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 46273 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 18674 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 37823 members 
Mstep: Class 27 contains 779 members 
Mstep: Class 28 contains 10067 members 
Mstep: Class 29 contains 169587 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4414 members 
Mstep: Class 32 contains 40253 members 
Mstep: Class 33 contains 314 members 
Mstep: Class 34 contains 6527 members 
Mstep: Class 35 contains 12664 members 
Mstep: Class 36 contains 2396 members 
Mstep: Class 37 contains 2201 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5717 members 
Mstep: Class 40 contains 4757 members 
Mstep: Class 41 contains 1866 members 
Mstep: Class 42 contains 5745 members 
Mstep: Class 43 contains 5640 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 5667 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8533 members 
Mstep: Class 48 contains 2087 members 
Mstep: Class 49 contains 4287 members 
Mstep: Class 50 contains 6290 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10870 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19685 members 
Mstep: Class 55 contains 184191 members 
Mstep: Class 56 contains 25876 members 
Mstep: Class 57 contains 5246 members 
Mstep: Class 58 contains 634 members 
Mstep: Class 59 contains 185 members 
Mstep: Class 60 contains 642 members 
Mstep: Class 61 contains 657 members 
Mstep: Class 62 contains 883 members 
Mstep: Class 63 contains 1341 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4001 members 
Mstep: Class 66 contains 440 members 
Mstep: Class 67 contains 1625 members 
Mstep: Class 68 contains 6798 members 
Mstep: Class 69 contains 785 members 
Mstep: Class 70 contains 1211 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766528.000000 Penalty: 249617.703125
Iteration 162Q: 73 clusters Score -1.337665e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 35368 members 
Mstep: Class 3 contains 17211 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6717 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 28286 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 2840 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 20799 members 
Mstep: Class 13 contains 11008 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 25426 members 
Mstep: Class 17 contains 293 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 189908 members 
Mstep: Class 21 contains 11836 members 
Mstep: Class 22 contains 46273 members 
Mstep: Class 23 contains 9075 members 
Mstep: Class 24 contains 18683 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 37807 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10062 members 
Mstep: Class 29 contains 169599 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 40158 members 
Mstep: Class 33 contains 310 members 
Mstep: Class 34 contains 6524 members 
Mstep: Class 35 contains 12439 members 
Mstep: Class 36 contains 2395 members 
Mstep: Class 37 contains 2200 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 5717 members 
Mstep: Class 40 contains 4771 members 
Mstep: Class 41 contains 1879 members 
Mstep: Class 42 contains 5800 members 
Mstep: Class 43 contains 5641 members 
Mstep: Class 44 contains 567 members 
Mstep: Class 45 contains 5648 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8536 members 
Mstep: Class 48 contains 2088 members 
Mstep: Class 49 contains 4290 members 
Mstep: Class 50 contains 6290 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10845 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19648 members 
Mstep: Class 55 contains 184169 members 
Mstep: Class 56 contains 25877 members 
Mstep: Class 57 contains 5243 members 
Mstep: Class 58 contains 635 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 653 members 
Mstep: Class 62 contains 883 members 
Mstep: Class 63 contains 1336 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 4001 members 
Mstep: Class 66 contains 441 members 
Mstep: Class 67 contains 1621 members 
Mstep: Class 68 contains 7031 members 
Mstep: Class 69 contains 793 members 
Mstep: Class 70 contains 1257 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767008.000000 Penalty: 249617.703125
Iteration 163Q: 73 clusters Score -1.33767e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 35361 members 
Mstep: Class 3 contains 17359 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6700 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 28277 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 20807 members 
Mstep: Class 13 contains 10953 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 5031 members 
Mstep: Class 16 contains 25468 members 
Mstep: Class 17 contains 287 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 189902 members 
Mstep: Class 21 contains 11837 members 
Mstep: Class 22 contains 46243 members 
Mstep: Class 23 contains 9113 members 
Mstep: Class 24 contains 18686 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 37790 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10057 members 
Mstep: Class 29 contains 169602 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 40062 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 6520 members 
Mstep: Class 35 contains 12261 members 
Mstep: Class 36 contains 2394 members 
Mstep: Class 37 contains 2197 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 5719 members 
Mstep: Class 40 contains 4783 members 
Mstep: Class 41 contains 1887 members 
Mstep: Class 42 contains 5844 members 
Mstep: Class 43 contains 5640 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5634 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8544 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 4291 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10835 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19626 members 
Mstep: Class 55 contains 184156 members 
Mstep: Class 56 contains 25871 members 
Mstep: Class 57 contains 5242 members 
Mstep: Class 58 contains 637 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 638 members 
Mstep: Class 61 contains 652 members 
Mstep: Class 62 contains 882 members 
Mstep: Class 63 contains 1333 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 3993 members 
Mstep: Class 66 contains 441 members 
Mstep: Class 67 contains 1618 members 
Mstep: Class 68 contains 7255 members 
Mstep: Class 69 contains 793 members 
Mstep: Class 70 contains 1289 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767352.000000 Penalty: 249617.703125
Iteration 164Q: 73 clusters Score -1.337674e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35356 members 
Mstep: Class 3 contains 17463 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6681 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 28261 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21820 members 
Mstep: Class 10 contains 2771 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 20813 members 
Mstep: Class 13 contains 10904 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 25503 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189905 members 
Mstep: Class 21 contains 11835 members 
Mstep: Class 22 contains 46216 members 
Mstep: Class 23 contains 9140 members 
Mstep: Class 24 contains 18701 members 
Mstep: Class 25 contains 7850 members 
Mstep: Class 26 contains 37760 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 169610 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4420 members 
Mstep: Class 32 contains 39988 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 6515 members 
Mstep: Class 35 contains 12147 members 
Mstep: Class 36 contains 2394 members 
Mstep: Class 37 contains 2196 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 5723 members 
Mstep: Class 40 contains 4798 members 
Mstep: Class 41 contains 1886 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 5640 members 
Mstep: Class 44 contains 580 members 
Mstep: Class 45 contains 5622 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8551 members 
Mstep: Class 48 contains 2091 members 
Mstep: Class 49 contains 4292 members 
Mstep: Class 50 contains 6283 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10817 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19622 members 
Mstep: Class 55 contains 184137 members 
Mstep: Class 56 contains 25857 members 
Mstep: Class 57 contains 5241 members 
Mstep: Class 58 contains 638 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 638 members 
Mstep: Class 61 contains 653 members 
Mstep: Class 62 contains 883 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 455 members 
Mstep: Class 65 contains 3988 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1615 members 
Mstep: Class 68 contains 7406 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1321 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767400.000000 Penalty: 249617.703125
Iteration 165Q: 73 clusters Score -1.337674e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 35346 members 
Mstep: Class 3 contains 17533 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6668 members 
Mstep: Class 6 contains 10986 members 
Mstep: Class 7 contains 28268 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21824 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 20816 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 25540 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189902 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 46179 members 
Mstep: Class 23 contains 9162 members 
Mstep: Class 24 contains 18721 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 37723 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10073 members 
Mstep: Class 29 contains 169614 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 6520 members 
Mstep: Class 35 contains 12065 members 
Mstep: Class 36 contains 2395 members 
Mstep: Class 37 contains 2196 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 5721 members 
Mstep: Class 40 contains 4811 members 
Mstep: Class 41 contains 1887 members 
Mstep: Class 42 contains 5906 members 
Mstep: Class 43 contains 5640 members 
Mstep: Class 44 contains 578 members 
Mstep: Class 45 contains 5616 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 8554 members 
Mstep: Class 48 contains 2091 members 
Mstep: Class 49 contains 4294 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10798 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19611 members 
Mstep: Class 55 contains 184111 members 
Mstep: Class 56 contains 25845 members 
Mstep: Class 57 contains 5239 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 652 members 
Mstep: Class 62 contains 885 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3986 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1614 members 
Mstep: Class 68 contains 7554 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1352 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767200.000000 Penalty: 249617.703125
Iteration 166Q: 73 clusters Score -1.337672e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 35343 members 
Mstep: Class 3 contains 17602 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 10984 members 
Mstep: Class 7 contains 28267 members 
Mstep: Class 8 contains 16374 members 
Mstep: Class 9 contains 21824 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 20821 members 
Mstep: Class 13 contains 10834 members 
Mstep: Class 14 contains 9348 members 
Mstep: Class 15 contains 4999 members 
Mstep: Class 16 contains 25580 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189878 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 46149 members 
Mstep: Class 23 contains 9187 members 
Mstep: Class 24 contains 18739 members 
Mstep: Class 25 contains 7854 members 
Mstep: Class 26 contains 37696 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10080 members 
Mstep: Class 29 contains 169612 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39889 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 6524 members 
Mstep: Class 35 contains 11999 members 
Mstep: Class 36 contains 2395 members 
Mstep: Class 37 contains 2196 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 5722 members 
Mstep: Class 40 contains 4828 members 
Mstep: Class 41 contains 1892 members 
Mstep: Class 42 contains 5927 members 
Mstep: Class 43 contains 5639 members 
Mstep: Class 44 contains 579 members 
Mstep: Class 45 contains 5609 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8555 members 
Mstep: Class 48 contains 2091 members 
Mstep: Class 49 contains 4293 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10785 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19605 members 
Mstep: Class 55 contains 184073 members 
Mstep: Class 56 contains 25827 members 
Mstep: Class 57 contains 5239 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 652 members 
Mstep: Class 62 contains 884 members 
Mstep: Class 63 contains 1333 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3984 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1609 members 
Mstep: Class 68 contains 7681 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1389 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767096.000000 Penalty: 249617.703125
Iteration 167Q: 73 clusters Score -1.337671e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 35335 members 
Mstep: Class 3 contains 17638 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6626 members 
Mstep: Class 6 contains 10986 members 
Mstep: Class 7 contains 28262 members 
Mstep: Class 8 contains 16378 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 20828 members 
Mstep: Class 13 contains 10824 members 
Mstep: Class 14 contains 9349 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 25622 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189838 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 46133 members 
Mstep: Class 23 contains 9199 members 
Mstep: Class 24 contains 18749 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 37669 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10085 members 
Mstep: Class 29 contains 169617 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 39844 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 6522 members 
Mstep: Class 35 contains 11966 members 
Mstep: Class 36 contains 2395 members 
Mstep: Class 37 contains 2195 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 5722 members 
Mstep: Class 40 contains 4851 members 
Mstep: Class 41 contains 1896 members 
Mstep: Class 42 contains 5941 members 
Mstep: Class 43 contains 5637 members 
Mstep: Class 44 contains 581 members 
Mstep: Class 45 contains 5605 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8557 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4293 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10775 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19610 members 
Mstep: Class 55 contains 184051 members 
Mstep: Class 56 contains 25814 members 
Mstep: Class 57 contains 5237 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 652 members 
Mstep: Class 62 contains 883 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3983 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 7777 members 
Mstep: Class 69 contains 796 members 
Mstep: Class 70 contains 1413 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767216.000000 Penalty: 249617.703125
Iteration 168Q: 73 clusters Score -1.337672e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 35323 members 
Mstep: Class 3 contains 17658 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 10986 members 
Mstep: Class 7 contains 28259 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2663 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 20836 members 
Mstep: Class 13 contains 10821 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 25671 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189805 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 46110 members 
Mstep: Class 23 contains 9206 members 
Mstep: Class 24 contains 18758 members 
Mstep: Class 25 contains 7861 members 
Mstep: Class 26 contains 37644 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10085 members 
Mstep: Class 29 contains 169619 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 39822 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 6518 members 
Mstep: Class 35 contains 11952 members 
Mstep: Class 36 contains 2394 members 
Mstep: Class 37 contains 2194 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 5722 members 
Mstep: Class 40 contains 4867 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 5955 members 
Mstep: Class 43 contains 5636 members 
Mstep: Class 44 contains 581 members 
Mstep: Class 45 contains 5603 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8560 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4291 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10769 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19614 members 
Mstep: Class 55 contains 184028 members 
Mstep: Class 56 contains 25801 members 
Mstep: Class 57 contains 5234 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 651 members 
Mstep: Class 62 contains 883 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3984 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 7859 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1428 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767600.000000 Penalty: 249617.703125
Iteration 169Q: 73 clusters Score -1.337676e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35318 members 
Mstep: Class 3 contains 17681 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 6578 members 
Mstep: Class 6 contains 10984 members 
Mstep: Class 7 contains 28261 members 
Mstep: Class 8 contains 16375 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2650 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20837 members 
Mstep: Class 13 contains 10822 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189780 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 46081 members 
Mstep: Class 23 contains 9214 members 
Mstep: Class 24 contains 18765 members 
Mstep: Class 25 contains 7864 members 
Mstep: Class 26 contains 37618 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10091 members 
Mstep: Class 29 contains 169622 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4432 members 
Mstep: Class 32 contains 39796 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 6522 members 
Mstep: Class 35 contains 11940 members 
Mstep: Class 36 contains 2395 members 
Mstep: Class 37 contains 2194 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 5722 members 
Mstep: Class 40 contains 4891 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 5966 members 
Mstep: Class 43 contains 5636 members 
Mstep: Class 44 contains 581 members 
Mstep: Class 45 contains 5601 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8561 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4294 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10765 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19615 members 
Mstep: Class 55 contains 184004 members 
Mstep: Class 56 contains 25786 members 
Mstep: Class 57 contains 5234 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 651 members 
Mstep: Class 62 contains 884 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3980 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1598 members 
Mstep: Class 68 contains 7920 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1440 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767640.000000 Penalty: 249617.703125
Iteration 170Q: 73 clusters Score -1.337676e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35311 members 
Mstep: Class 3 contains 17697 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 6563 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 28250 members 
Mstep: Class 8 contains 16375 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2638 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20845 members 
Mstep: Class 13 contains 10821 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 4981 members 
Mstep: Class 16 contains 25756 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3913 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189752 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 46062 members 
Mstep: Class 23 contains 9221 members 
Mstep: Class 24 contains 18779 members 
Mstep: Class 25 contains 7862 members 
Mstep: Class 26 contains 37601 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10097 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4432 members 
Mstep: Class 32 contains 39775 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 6524 members 
Mstep: Class 35 contains 11930 members 
Mstep: Class 36 contains 2396 members 
Mstep: Class 37 contains 2194 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5722 members 
Mstep: Class 40 contains 4906 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 5979 members 
Mstep: Class 43 contains 5637 members 
Mstep: Class 44 contains 581 members 
Mstep: Class 45 contains 5600 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8564 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4295 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10760 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19603 members 
Mstep: Class 55 contains 183985 members 
Mstep: Class 56 contains 25773 members 
Mstep: Class 57 contains 5234 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 649 members 
Mstep: Class 62 contains 884 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3981 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 7965 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1452 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767560.000000 Penalty: 249617.703125
Iteration 171Q: 73 clusters Score -1.337676e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35304 members 
Mstep: Class 3 contains 17705 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6544 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 28232 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20859 members 
Mstep: Class 13 contains 10814 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 25790 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189727 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 46046 members 
Mstep: Class 23 contains 9234 members 
Mstep: Class 24 contains 18784 members 
Mstep: Class 25 contains 7864 members 
Mstep: Class 26 contains 37584 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10105 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4432 members 
Mstep: Class 32 contains 39754 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 6526 members 
Mstep: Class 35 contains 11924 members 
Mstep: Class 36 contains 2398 members 
Mstep: Class 37 contains 2194 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5723 members 
Mstep: Class 40 contains 4925 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 5991 members 
Mstep: Class 43 contains 5637 members 
Mstep: Class 44 contains 581 members 
Mstep: Class 45 contains 5601 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8567 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4293 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10759 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19597 members 
Mstep: Class 55 contains 183972 members 
Mstep: Class 56 contains 25771 members 
Mstep: Class 57 contains 5233 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 649 members 
Mstep: Class 62 contains 885 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3979 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1591 members 
Mstep: Class 68 contains 8014 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1468 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767840.000000 Penalty: 249617.703125
Iteration 172Q: 73 clusters Score -1.337678e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35298 members 
Mstep: Class 3 contains 17724 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6520 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 28213 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20874 members 
Mstep: Class 13 contains 10806 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 16 contains 25806 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189703 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 46034 members 
Mstep: Class 23 contains 9245 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 7867 members 
Mstep: Class 26 contains 37577 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10106 members 
Mstep: Class 29 contains 169627 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4432 members 
Mstep: Class 32 contains 39732 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 6529 members 
Mstep: Class 35 contains 11919 members 
Mstep: Class 36 contains 2398 members 
Mstep: Class 37 contains 2194 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5724 members 
Mstep: Class 40 contains 4947 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 5998 members 
Mstep: Class 43 contains 5638 members 
Mstep: Class 44 contains 582 members 
Mstep: Class 45 contains 5599 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8570 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4294 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10757 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19592 members 
Mstep: Class 55 contains 183966 members 
Mstep: Class 56 contains 25768 members 
Mstep: Class 57 contains 5233 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 647 members 
Mstep: Class 62 contains 885 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3979 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1591 members 
Mstep: Class 68 contains 8059 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1488 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767928.000000 Penalty: 249617.703125
Iteration 173Q: 73 clusters Score -1.337679e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35290 members 
Mstep: Class 3 contains 17736 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6504 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 28206 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2578 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20887 members 
Mstep: Class 13 contains 10796 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 16 contains 25815 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189688 members 
Mstep: Class 21 contains 11826 members 
Mstep: Class 22 contains 46021 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 7869 members 
Mstep: Class 26 contains 37566 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10106 members 
Mstep: Class 29 contains 169632 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39722 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 6530 members 
Mstep: Class 35 contains 11917 members 
Mstep: Class 36 contains 2398 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5724 members 
Mstep: Class 40 contains 4964 members 
Mstep: Class 41 contains 1920 members 
Mstep: Class 42 contains 6008 members 
Mstep: Class 43 contains 5639 members 
Mstep: Class 44 contains 582 members 
Mstep: Class 45 contains 5597 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8573 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4294 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10753 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19589 members 
Mstep: Class 55 contains 183958 members 
Mstep: Class 56 contains 25763 members 
Mstep: Class 57 contains 5235 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 643 members 
Mstep: Class 62 contains 886 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3978 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1591 members 
Mstep: Class 68 contains 8099 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1511 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767768.000000 Penalty: 249617.703125
Iteration 174Q: 73 clusters Score -1.337678e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35288 members 
Mstep: Class 3 contains 17748 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6492 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 28207 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20899 members 
Mstep: Class 13 contains 10785 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 25815 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189677 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 46004 members 
Mstep: Class 23 contains 9255 members 
Mstep: Class 24 contains 18791 members 
Mstep: Class 25 contains 7867 members 
Mstep: Class 26 contains 37557 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10109 members 
Mstep: Class 29 contains 169630 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 39709 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 6535 members 
Mstep: Class 35 contains 11915 members 
Mstep: Class 36 contains 2398 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5725 members 
Mstep: Class 40 contains 4974 members 
Mstep: Class 41 contains 1925 members 
Mstep: Class 42 contains 6022 members 
Mstep: Class 43 contains 5641 members 
Mstep: Class 44 contains 582 members 
Mstep: Class 45 contains 5594 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8577 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4294 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10752 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19588 members 
Mstep: Class 55 contains 183953 members 
Mstep: Class 56 contains 25755 members 
Mstep: Class 57 contains 5235 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 638 members 
Mstep: Class 62 contains 887 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3978 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1591 members 
Mstep: Class 68 contains 8129 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1540 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768000.000000 Penalty: 249617.703125
Iteration 175Q: 73 clusters Score -1.33768e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35285 members 
Mstep: Class 3 contains 17757 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 28206 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20911 members 
Mstep: Class 13 contains 10777 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 4970 members 
Mstep: Class 16 contains 25823 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189671 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45970 members 
Mstep: Class 23 contains 9263 members 
Mstep: Class 24 contains 18797 members 
Mstep: Class 25 contains 7866 members 
Mstep: Class 26 contains 37544 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169628 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39685 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 6541 members 
Mstep: Class 35 contains 11915 members 
Mstep: Class 36 contains 2399 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5725 members 
Mstep: Class 40 contains 4983 members 
Mstep: Class 41 contains 1926 members 
Mstep: Class 42 contains 6041 members 
Mstep: Class 43 contains 5641 members 
Mstep: Class 44 contains 582 members 
Mstep: Class 45 contains 5591 members 
Mstep: Class 46 contains 7481 members 
Mstep: Class 47 contains 8579 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4295 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10753 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19584 members 
Mstep: Class 55 contains 183958 members 
Mstep: Class 56 contains 25757 members 
Mstep: Class 57 contains 5233 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 637 members 
Mstep: Class 62 contains 888 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3979 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1591 members 
Mstep: Class 68 contains 8155 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1557 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767808.000000 Penalty: 249617.703125
Iteration 176Q: 73 clusters Score -1.337678e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35283 members 
Mstep: Class 3 contains 17762 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 28206 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20922 members 
Mstep: Class 13 contains 10767 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 4971 members 
Mstep: Class 16 contains 25828 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189663 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45945 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 18807 members 
Mstep: Class 25 contains 7867 members 
Mstep: Class 26 contains 37535 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39663 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 11916 members 
Mstep: Class 36 contains 2401 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5725 members 
Mstep: Class 40 contains 4988 members 
Mstep: Class 41 contains 1926 members 
Mstep: Class 42 contains 6054 members 
Mstep: Class 43 contains 5641 members 
Mstep: Class 44 contains 582 members 
Mstep: Class 45 contains 5590 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8581 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4295 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10750 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19572 members 
Mstep: Class 55 contains 183959 members 
Mstep: Class 56 contains 25756 members 
Mstep: Class 57 contains 5231 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 637 members 
Mstep: Class 62 contains 889 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3980 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1591 members 
Mstep: Class 68 contains 8185 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1569 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767760.000000 Penalty: 249617.703125
Iteration 177Q: 73 clusters Score -1.337678e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35284 members 
Mstep: Class 3 contains 17773 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 28199 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 10759 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 4969 members 
Mstep: Class 16 contains 25842 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189651 members 
Mstep: Class 21 contains 11826 members 
Mstep: Class 22 contains 45926 members 
Mstep: Class 23 contains 9276 members 
Mstep: Class 24 contains 18814 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 37525 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4427 members 
Mstep: Class 32 contains 39635 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 6555 members 
Mstep: Class 35 contains 11916 members 
Mstep: Class 36 contains 2401 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5725 members 
Mstep: Class 40 contains 4989 members 
Mstep: Class 41 contains 1926 members 
Mstep: Class 42 contains 6075 members 
Mstep: Class 43 contains 5641 members 
Mstep: Class 44 contains 582 members 
Mstep: Class 45 contains 5588 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8582 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4296 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10749 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19563 members 
Mstep: Class 55 contains 183957 members 
Mstep: Class 56 contains 25755 members 
Mstep: Class 57 contains 5230 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 637 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3981 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1591 members 
Mstep: Class 68 contains 8214 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1574 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767840.000000 Penalty: 249617.703125
Iteration 178Q: 73 clusters Score -1.337678e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35282 members 
Mstep: Class 3 contains 17783 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 28188 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 20947 members 
Mstep: Class 13 contains 10751 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 4967 members 
Mstep: Class 16 contains 25845 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189634 members 
Mstep: Class 21 contains 11823 members 
Mstep: Class 22 contains 45917 members 
Mstep: Class 23 contains 9280 members 
Mstep: Class 24 contains 18813 members 
Mstep: Class 25 contains 7867 members 
Mstep: Class 26 contains 37522 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39627 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 6553 members 
Mstep: Class 35 contains 11917 members 
Mstep: Class 36 contains 2401 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5725 members 
Mstep: Class 40 contains 4992 members 
Mstep: Class 41 contains 1926 members 
Mstep: Class 42 contains 6093 members 
Mstep: Class 43 contains 5641 members 
Mstep: Class 44 contains 582 members 
Mstep: Class 45 contains 5587 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8584 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4299 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10745 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19556 members 
Mstep: Class 55 contains 183952 members 
Mstep: Class 56 contains 25750 members 
Mstep: Class 57 contains 5228 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 637 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3986 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1591 members 
Mstep: Class 68 contains 8239 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1581 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767864.000000 Penalty: 249617.703125
Iteration 179Q: 73 clusters Score -1.337679e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35281 members 
Mstep: Class 3 contains 17790 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 28188 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 20961 members 
Mstep: Class 13 contains 10749 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 4964 members 
Mstep: Class 16 contains 25849 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189625 members 
Mstep: Class 21 contains 11824 members 
Mstep: Class 22 contains 45905 members 
Mstep: Class 23 contains 9283 members 
Mstep: Class 24 contains 18814 members 
Mstep: Class 25 contains 7871 members 
Mstep: Class 26 contains 37517 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10108 members 
Mstep: Class 29 contains 169623 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39590 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 6553 members 
Mstep: Class 35 contains 11917 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5725 members 
Mstep: Class 40 contains 4995 members 
Mstep: Class 41 contains 1926 members 
Mstep: Class 42 contains 6112 members 
Mstep: Class 43 contains 5640 members 
Mstep: Class 44 contains 582 members 
Mstep: Class 45 contains 5584 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8585 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4301 members 
Mstep: Class 50 contains 6287 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10741 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19545 members 
Mstep: Class 55 contains 183950 members 
Mstep: Class 56 contains 25747 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 639 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 637 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 3994 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1591 members 
Mstep: Class 68 contains 8270 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1585 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768016.000000 Penalty: 249617.703125
Iteration 180F: 73 clusters Score -1.33768e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35279 members 
Mstep: Class 3 contains 17795 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6469 members 
Mstep: Class 6 contains 10966 members 
Mstep: Class 7 contains 28185 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2489 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 20978 members 
Mstep: Class 13 contains 10741 members 
Mstep: Class 14 contains 9349 members 
Mstep: Class 15 contains 4961 members 
Mstep: Class 16 contains 25846 members 
Mstep: Class 17 contains 276 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189614 members 
Mstep: Class 21 contains 11825 members 
Mstep: Class 22 contains 45898 members 
Mstep: Class 23 contains 9286 members 
Mstep: Class 24 contains 18816 members 
Mstep: Class 25 contains 7872 members 
Mstep: Class 26 contains 37510 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10109 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39570 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 6556 members 
Mstep: Class 35 contains 11916 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5725 members 
Mstep: Class 40 contains 5000 members 
Mstep: Class 41 contains 1926 members 
Mstep: Class 42 contains 6128 members 
Mstep: Class 43 contains 5641 members 
Mstep: Class 44 contains 584 members 
Mstep: Class 45 contains 5584 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8586 members 
Mstep: Class 48 contains 2092 members 
Mstep: Class 49 contains 4304 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10739 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19528 members 
Mstep: Class 55 contains 183954 members 
Mstep: Class 56 contains 25741 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 641 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 637 members 
Mstep: Class 62 contains 890 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4001 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1590 members 
Mstep: Class 68 contains 8302 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1596 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768184.000000 Penalty: 249617.703125
Iteration 181Q: 73 clusters Score -1.337682e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35275 members 
Mstep: Class 3 contains 17798 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6461 members 
Mstep: Class 6 contains 10966 members 
Mstep: Class 7 contains 28184 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 20996 members 
Mstep: Class 13 contains 10731 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 4960 members 
Mstep: Class 16 contains 25840 members 
Mstep: Class 17 contains 276 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189607 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45889 members 
Mstep: Class 23 contains 9292 members 
Mstep: Class 24 contains 18820 members 
Mstep: Class 25 contains 7874 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10107 members 
Mstep: Class 29 contains 169623 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39552 members 
Mstep: Class 33 contains 303 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 11916 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5725 members 
Mstep: Class 40 contains 5008 members 
Mstep: Class 41 contains 1926 members 
Mstep: Class 42 contains 6138 members 
Mstep: Class 43 contains 5639 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 5582 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8586 members 
Mstep: Class 48 contains 2091 members 
Mstep: Class 49 contains 4305 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10741 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19510 members 
Mstep: Class 55 contains 183951 members 
Mstep: Class 56 contains 25738 members 
Mstep: Class 57 contains 5225 members 
Mstep: Class 58 contains 644 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 638 members 
Mstep: Class 62 contains 888 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4006 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1588 members 
Mstep: Class 68 contains 8328 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1604 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768304.000000 Penalty: 249617.703125
Iteration 182Q: 73 clusters Score -1.337683e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35273 members 
Mstep: Class 3 contains 17801 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 28177 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 21023 members 
Mstep: Class 13 contains 10723 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 4958 members 
Mstep: Class 16 contains 25819 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 3913 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189591 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45879 members 
Mstep: Class 23 contains 9300 members 
Mstep: Class 24 contains 18822 members 
Mstep: Class 25 contains 7875 members 
Mstep: Class 26 contains 37514 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39540 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6567 members 
Mstep: Class 35 contains 11914 members 
Mstep: Class 36 contains 2408 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5726 members 
Mstep: Class 40 contains 5012 members 
Mstep: Class 41 contains 1928 members 
Mstep: Class 42 contains 6152 members 
Mstep: Class 43 contains 5636 members 
Mstep: Class 44 contains 582 members 
Mstep: Class 45 contains 5579 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8586 members 
Mstep: Class 48 contains 2091 members 
Mstep: Class 49 contains 4304 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10742 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19496 members 
Mstep: Class 55 contains 183957 members 
Mstep: Class 56 contains 25737 members 
Mstep: Class 57 contains 5223 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 636 members 
Mstep: Class 62 contains 889 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4014 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1588 members 
Mstep: Class 68 contains 8353 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 1611 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768368.000000 Penalty: 249617.703125
Iteration 183Q: 73 clusters Score -1.337684e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35266 members 
Mstep: Class 3 contains 17804 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6446 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 28170 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 21054 members 
Mstep: Class 13 contains 10722 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 4956 members 
Mstep: Class 16 contains 25806 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189579 members 
Mstep: Class 21 contains 11825 members 
Mstep: Class 22 contains 45867 members 
Mstep: Class 23 contains 9306 members 
Mstep: Class 24 contains 18832 members 
Mstep: Class 25 contains 7875 members 
Mstep: Class 26 contains 37512 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10114 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39525 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6573 members 
Mstep: Class 35 contains 11913 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5726 members 
Mstep: Class 40 contains 5015 members 
Mstep: Class 41 contains 1930 members 
Mstep: Class 42 contains 6161 members 
Mstep: Class 43 contains 5635 members 
Mstep: Class 44 contains 578 members 
Mstep: Class 45 contains 5577 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8586 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 4304 members 
Mstep: Class 50 contains 6283 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10739 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19488 members 
Mstep: Class 55 contains 183958 members 
Mstep: Class 56 contains 25734 members 
Mstep: Class 57 contains 5221 members 
Mstep: Class 58 contains 647 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 889 members 
Mstep: Class 63 contains 1331 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4020 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8372 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1613 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768416.000000 Penalty: 249617.703125
Iteration 184Q: 73 clusters Score -1.337684e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35266 members 
Mstep: Class 3 contains 17806 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 6442 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 28168 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 21087 members 
Mstep: Class 13 contains 10713 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 4957 members 
Mstep: Class 16 contains 25794 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189562 members 
Mstep: Class 21 contains 11826 members 
Mstep: Class 22 contains 45855 members 
Mstep: Class 23 contains 9308 members 
Mstep: Class 24 contains 18836 members 
Mstep: Class 25 contains 7877 members 
Mstep: Class 26 contains 37505 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39510 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6575 members 
Mstep: Class 35 contains 11912 members 
Mstep: Class 36 contains 2412 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5726 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1930 members 
Mstep: Class 42 contains 6175 members 
Mstep: Class 43 contains 5633 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5576 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 8587 members 
Mstep: Class 48 contains 2096 members 
Mstep: Class 49 contains 4305 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10735 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19486 members 
Mstep: Class 55 contains 183954 members 
Mstep: Class 56 contains 25732 members 
Mstep: Class 57 contains 5220 members 
Mstep: Class 58 contains 647 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1328 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4023 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8391 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1614 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768568.000000 Penalty: 249617.703125
Iteration 185Q: 73 clusters Score -1.337686e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35263 members 
Mstep: Class 3 contains 17809 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 28171 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 21105 members 
Mstep: Class 13 contains 10701 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 4956 members 
Mstep: Class 16 contains 25790 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189550 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45848 members 
Mstep: Class 23 contains 9306 members 
Mstep: Class 24 contains 18837 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 37498 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39502 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6579 members 
Mstep: Class 35 contains 11911 members 
Mstep: Class 36 contains 2413 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5726 members 
Mstep: Class 40 contains 5021 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6185 members 
Mstep: Class 43 contains 5632 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5574 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8587 members 
Mstep: Class 48 contains 2097 members 
Mstep: Class 49 contains 4306 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10734 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19478 members 
Mstep: Class 55 contains 183957 members 
Mstep: Class 56 contains 25728 members 
Mstep: Class 57 contains 5221 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1327 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4026 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8411 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768600.000000 Penalty: 249617.703125
Iteration 186Q: 73 clusters Score -1.337686e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35261 members 
Mstep: Class 3 contains 17811 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 28170 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 21124 members 
Mstep: Class 13 contains 10691 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 4955 members 
Mstep: Class 16 contains 25783 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189536 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45831 members 
Mstep: Class 23 contains 9309 members 
Mstep: Class 24 contains 18840 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 37492 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169628 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39510 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6582 members 
Mstep: Class 35 contains 11910 members 
Mstep: Class 36 contains 2413 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5726 members 
Mstep: Class 40 contains 5021 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6195 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5573 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8587 members 
Mstep: Class 48 contains 2096 members 
Mstep: Class 49 contains 4308 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10734 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19477 members 
Mstep: Class 55 contains 183960 members 
Mstep: Class 56 contains 25724 members 
Mstep: Class 57 contains 5221 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1327 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4028 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8421 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768544.000000 Penalty: 249617.703125
Iteration 187Q: 73 clusters Score -1.337685e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35258 members 
Mstep: Class 3 contains 17813 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 28169 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 21146 members 
Mstep: Class 13 contains 10679 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 4953 members 
Mstep: Class 16 contains 25782 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189520 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45819 members 
Mstep: Class 23 contains 9310 members 
Mstep: Class 24 contains 18844 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 37488 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10120 members 
Mstep: Class 29 contains 169628 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39517 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6586 members 
Mstep: Class 35 contains 11905 members 
Mstep: Class 36 contains 2414 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5023 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6207 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5573 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8587 members 
Mstep: Class 48 contains 2097 members 
Mstep: Class 49 contains 4308 members 
Mstep: Class 50 contains 6284 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10737 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19471 members 
Mstep: Class 55 contains 183955 members 
Mstep: Class 56 contains 25723 members 
Mstep: Class 57 contains 5221 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1327 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4031 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8434 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768600.000000 Penalty: 249617.703125
Iteration 188Q: 73 clusters Score -1.337686e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35254 members 
Mstep: Class 3 contains 17816 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 28169 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 21165 members 
Mstep: Class 13 contains 10661 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25789 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189506 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45803 members 
Mstep: Class 23 contains 9313 members 
Mstep: Class 24 contains 18845 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10120 members 
Mstep: Class 29 contains 169629 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39503 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6588 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2415 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5024 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6218 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5573 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4310 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10740 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19460 members 
Mstep: Class 55 contains 183957 members 
Mstep: Class 56 contains 25723 members 
Mstep: Class 57 contains 5221 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4033 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8456 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768456.000000 Penalty: 249617.703125
Iteration 189Q: 73 clusters Score -1.337685e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35253 members 
Mstep: Class 3 contains 17814 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28170 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 21186 members 
Mstep: Class 13 contains 10653 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 25780 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189483 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45793 members 
Mstep: Class 23 contains 9313 members 
Mstep: Class 24 contains 18848 members 
Mstep: Class 25 contains 7885 members 
Mstep: Class 26 contains 37478 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 169627 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39498 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6592 members 
Mstep: Class 35 contains 11905 members 
Mstep: Class 36 contains 2415 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5726 members 
Mstep: Class 40 contains 5023 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6230 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5573 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4310 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10740 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19457 members 
Mstep: Class 55 contains 183970 members 
Mstep: Class 56 contains 25721 members 
Mstep: Class 57 contains 5221 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4037 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8468 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768536.000000 Penalty: 249617.703125
Iteration 190Q: 73 clusters Score -1.337685e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35251 members 
Mstep: Class 3 contains 17819 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28163 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 21208 members 
Mstep: Class 13 contains 10651 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 25781 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189453 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45785 members 
Mstep: Class 23 contains 9313 members 
Mstep: Class 24 contains 18849 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 37470 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169627 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39493 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6594 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2415 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5726 members 
Mstep: Class 40 contains 5023 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6244 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5573 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4310 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10739 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19454 members 
Mstep: Class 55 contains 183982 members 
Mstep: Class 56 contains 25720 members 
Mstep: Class 57 contains 5221 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4038 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8478 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768488.000000 Penalty: 249617.703125
Iteration 191Q: 73 clusters Score -1.337685e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35249 members 
Mstep: Class 3 contains 17825 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 21225 members 
Mstep: Class 13 contains 10645 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 25774 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189438 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45778 members 
Mstep: Class 23 contains 9315 members 
Mstep: Class 24 contains 18850 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 37468 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39490 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6600 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2415 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5726 members 
Mstep: Class 40 contains 5022 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6254 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5572 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4310 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10738 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19445 members 
Mstep: Class 55 contains 183986 members 
Mstep: Class 56 contains 25720 members 
Mstep: Class 57 contains 5221 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4038 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8491 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768528.000000 Penalty: 249617.703125
Iteration 192Q: 73 clusters Score -1.337685e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35247 members 
Mstep: Class 3 contains 17825 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28159 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 21248 members 
Mstep: Class 13 contains 10635 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 25768 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189426 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45774 members 
Mstep: Class 23 contains 9314 members 
Mstep: Class 24 contains 18852 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 37465 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39471 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6605 members 
Mstep: Class 35 contains 11905 members 
Mstep: Class 36 contains 2414 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5726 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6268 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4310 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10738 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19437 members 
Mstep: Class 55 contains 183983 members 
Mstep: Class 56 contains 25720 members 
Mstep: Class 57 contains 5221 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8516 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768488.000000 Penalty: 249617.703125
Iteration 193Q: 73 clusters Score -1.337685e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35247 members 
Mstep: Class 3 contains 17828 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28158 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 21274 members 
Mstep: Class 13 contains 10632 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25759 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189412 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45768 members 
Mstep: Class 23 contains 9313 members 
Mstep: Class 24 contains 18853 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 37461 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 169625 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39459 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6608 members 
Mstep: Class 35 contains 11905 members 
Mstep: Class 36 contains 2413 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6276 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5569 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4310 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10740 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19433 members 
Mstep: Class 55 contains 183981 members 
Mstep: Class 56 contains 25719 members 
Mstep: Class 57 contains 5222 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4038 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8534 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768664.000000 Penalty: 249617.703125
Iteration 194Q: 73 clusters Score -1.337687e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35247 members 
Mstep: Class 3 contains 17828 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28158 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21828 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 21300 members 
Mstep: Class 13 contains 10619 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25751 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3902 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189398 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45763 members 
Mstep: Class 23 contains 9314 members 
Mstep: Class 24 contains 18854 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 37454 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39457 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6613 members 
Mstep: Class 35 contains 11906 members 
Mstep: Class 36 contains 2412 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5016 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6283 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4310 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10741 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19425 members 
Mstep: Class 55 contains 183979 members 
Mstep: Class 56 contains 25719 members 
Mstep: Class 57 contains 5223 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4038 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8553 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768792.000000 Penalty: 249617.703125
Iteration 195Q: 73 clusters Score -1.337688e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 35244 members 
Mstep: Class 3 contains 17830 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28155 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21828 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21323 members 
Mstep: Class 13 contains 10611 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25735 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3900 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189387 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45756 members 
Mstep: Class 23 contains 9314 members 
Mstep: Class 24 contains 18854 members 
Mstep: Class 25 contains 7885 members 
Mstep: Class 26 contains 37446 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 169625 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39446 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6619 members 
Mstep: Class 35 contains 11905 members 
Mstep: Class 36 contains 2409 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5016 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6295 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8587 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4310 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 10741 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19418 members 
Mstep: Class 55 contains 183987 members 
Mstep: Class 56 contains 25719 members 
Mstep: Class 57 contains 5223 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8582 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768888.000000 Penalty: 249617.703125
Iteration 196Q: 73 clusters Score -1.337689e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35243 members 
Mstep: Class 3 contains 17835 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28156 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21347 members 
Mstep: Class 13 contains 10602 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25722 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3896 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189379 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45742 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 18856 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 37440 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10118 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39432 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6625 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2408 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6309 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8587 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4312 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10742 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19411 members 
Mstep: Class 55 contains 183994 members 
Mstep: Class 56 contains 25715 members 
Mstep: Class 57 contains 5223 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4037 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8612 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768912.000000 Penalty: 249617.703125
Iteration 197Q: 73 clusters Score -1.337689e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35241 members 
Mstep: Class 3 contains 17834 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28158 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21370 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 4953 members 
Mstep: Class 16 contains 25713 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189360 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 45732 members 
Mstep: Class 23 contains 9315 members 
Mstep: Class 24 contains 18859 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 37433 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39418 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6631 members 
Mstep: Class 35 contains 11905 members 
Mstep: Class 36 contains 2408 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6326 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5560 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8587 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4313 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10745 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19404 members 
Mstep: Class 55 contains 183999 members 
Mstep: Class 56 contains 25712 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8640 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768872.000000 Penalty: 249617.703125
Iteration 198Q: 73 clusters Score -1.337689e+08 nChanged 227
Entering ConstructFrom: 
Score: -133768872.000000 Penalty: 249617.703125
Entering ConstructFrom: 
Trying to split cluster 1 (52015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Entering Unmasked Estep 
Score: -6306903.000000 Penalty: 2693.103271
	Iteration 0F: 2 clusters Score -6306903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -6271789.000000 Penalty: 5386.206543
	Iteration 0F: 3 clusters Score -6271789 nChanged 24234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -6285781.500000 Penalty: 5386.206543
	Iteration 1F: 3 clusters Score -6285782 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -6286665.500000 Penalty: 5386.206543
	Iteration 2Q: 3 clusters Score -6286666 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -6287890.000000 Penalty: 5386.206543
	Iteration 3Q: 3 clusters Score -6287890 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -6289529.500000 Penalty: 5386.206543
	Iteration 4F: 3 clusters Score -6289530 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -6291757.000000 Penalty: 5386.206543
	Iteration 5F: 3 clusters Score -6291757 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -6294471.000000 Penalty: 5386.206543
	Iteration 6F: 3 clusters Score -6294471 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -6297457.500000 Penalty: 5386.206543
	Iteration 7F: 3 clusters Score -6297458 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -6300580.500000 Penalty: 5386.206543
	Iteration 8F: 3 clusters Score -6300580 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -6302867.500000 Penalty: 5386.206543
	Iteration 9Q: 3 clusters Score -6302868 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -6303849.500000 Penalty: 5386.206543
	Iteration 10Q: 3 clusters Score -6303850 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -6304331.000000 Penalty: 5386.206543
	Iteration 11Q: 3 clusters Score -6304331 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -6304574.500000 Penalty: 5386.206543
	Iteration 12Q: 3 clusters Score -6304574 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -6304745.000000 Penalty: 5386.206543
	Iteration 13Q: 3 clusters Score -6304745 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -6304876.000000 Penalty: 5386.206543
	Iteration 14Q: 3 clusters Score -6304876 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -6305006.500000 Penalty: 5386.206543
	Iteration 15Q: 3 clusters Score -6305006 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -6305076.000000 Penalty: 5386.206543
	Iteration 16Q: 3 clusters Score -6305076 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -6305121.000000 Penalty: 5386.206543
	Iteration 17Q: 3 clusters Score -6305121 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -6305196.500000 Penalty: 5386.206543
	Iteration 18Q: 3 clusters Score -6305196 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -6305268.000000 Penalty: 5386.206543
	Iteration 19Q: 3 clusters Score -6305268 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -6305302.500000 Penalty: 5386.206543
	Iteration 20F: 3 clusters Score -6305302 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -6305314.000000 Penalty: 5386.206543
	Iteration 21Q: 3 clusters Score -6305314 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -6305314.000000 Penalty: 5386.206543
	Iteration 22Q: 3 clusters Score -6305314 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -6305359.500000 Penalty: 5386.206543
	Iteration 23Q: 3 clusters Score -6305360 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -6305339.500000 Penalty: 5386.206543
	Iteration 24Q: 3 clusters Score -6305340 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -6305379.500000 Penalty: 5386.206543
	Iteration 25Q: 3 clusters Score -6305380 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -6305408.000000 Penalty: 5386.206543
	Iteration 26Q: 3 clusters Score -6305408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -6305401.000000 Penalty: 5386.206543
	Iteration 27Q: 3 clusters Score -6305401 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -6305403.000000 Penalty: 5386.206543
	Iteration 28Q: 3 clusters Score -6305403 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -6305412.500000 Penalty: 5386.206543
	Iteration 29Q: 3 clusters Score -6305412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -6305424.000000 Penalty: 5386.206543
	Iteration 30Q: 3 clusters Score -6305424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -6305442.500000 Penalty: 5386.206543
	Iteration 31Q: 3 clusters Score -6305442 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -6305446.500000 Penalty: 5386.206543
	Iteration 32Q: 3 clusters Score -6305446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -6305447.500000 Penalty: 5386.206543
	Iteration 33Q: 3 clusters Score -6305448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -6305463.500000 Penalty: 5386.206543
	Iteration 34Q: 3 clusters Score -6305464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -6305474.500000 Penalty: 5386.206543
	Iteration 35Q: 3 clusters Score -6305474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -6305478.000000 Penalty: 5386.206543
	Iteration 36Q: 3 clusters Score -6305478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -6305489.500000 Penalty: 5386.206543
	Iteration 37Q: 3 clusters Score -6305490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -6305500.000000 Penalty: 5386.206543
	Iteration 38Q: 3 clusters Score -6305500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -6305510.000000 Penalty: 5386.206543
	Iteration 39Q: 3 clusters Score -6305510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -6305495.000000 Penalty: 5386.206543
	Iteration 40F: 3 clusters Score -6305495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -6305506.500000 Penalty: 5386.206543
	Iteration 41Q: 3 clusters Score -6305506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -6305510.500000 Penalty: 5386.206543
	Iteration 42Q: 3 clusters Score -6305510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -6305499.500000 Penalty: 5386.206543
	Iteration 43Q: 3 clusters Score -6305500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -6305504.000000 Penalty: 5386.206543
	Iteration 44Q: 3 clusters Score -6305504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -6305514.000000 Penalty: 5386.206543
	Iteration 45Q: 3 clusters Score -6305514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -6305508.000000 Penalty: 5386.206543
	Iteration 46Q: 3 clusters Score -6305508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -6305510.500000 Penalty: 5386.206543
	Iteration 47Q: 3 clusters Score -6305510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -6305511.500000 Penalty: 5386.206543
	Iteration 48Q: 3 clusters Score -6305512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -6305512.500000 Penalty: 5386.206543
	Iteration 49Q: 3 clusters Score -6305512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -6305521.000000 Penalty: 5386.206543
	Iteration 50Q: 3 clusters Score -6305521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -6305524.000000 Penalty: 5386.206543
	Iteration 51Q: 3 clusters Score -6305524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -6305516.000000 Penalty: 5386.206543
	Iteration 52Q: 3 clusters Score -6305516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -6305519.000000 Penalty: 5386.206543
	Iteration 53Q: 3 clusters Score -6305519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -6305516.500000 Penalty: 5386.206543
	Iteration 54Q: 3 clusters Score -6305516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -6305518.500000 Penalty: 5386.206543
	Iteration 55Q: 3 clusters Score -6305518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -6305518.000000 Penalty: 5386.206543
	Iteration 56Q: 3 clusters Score -6305518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -6305518.000000 Penalty: 5386.206543
	Iteration 57F: 3 clusters Score -6305518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Entering Unmasked Estep 
Score: -4031545.500000 Penalty: 2596.558350
	Iteration 0F: 2 clusters Score -4031546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4007580.250000 Penalty: 5193.116699
	Iteration 0F: 3 clusters Score -4007580 nChanged 15998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4016370.750000 Penalty: 5193.116699
	Iteration 1F: 3 clusters Score -4016371 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4017044.000000 Penalty: 5193.116699
	Iteration 2Q: 3 clusters Score -4017044 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -4017759.750000 Penalty: 5193.116699
	Iteration 3Q: 3 clusters Score -4017760 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4018614.500000 Penalty: 5193.116699
	Iteration 4F: 3 clusters Score -4018614 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -4019705.500000 Penalty: 5193.116699
	Iteration 5F: 3 clusters Score -4019706 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -4021140.750000 Penalty: 5193.116699
	Iteration 6F: 3 clusters Score -4021141 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -4022941.500000 Penalty: 5193.116699
	Iteration 7F: 3 clusters Score -4022942 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4024655.250000 Penalty: 5193.116699
	Iteration 8F: 3 clusters Score -4024655 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -4026114.750000 Penalty: 5193.116699
	Iteration 9F: 3 clusters Score -4026115 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4027286.250000 Penalty: 5193.116699
	Iteration 10Q: 3 clusters Score -4027286 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4028147.250000 Penalty: 5193.116699
	Iteration 11Q: 3 clusters Score -4028147 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4028697.250000 Penalty: 5193.116699
	Iteration 12Q: 3 clusters Score -4028697 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4029056.000000 Penalty: 5193.116699
	Iteration 13Q: 3 clusters Score -4029056 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4029276.750000 Penalty: 5193.116699
	Iteration 14Q: 3 clusters Score -4029277 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4029399.500000 Penalty: 5193.116699
	Iteration 15Q: 3 clusters Score -4029400 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4029474.250000 Penalty: 5193.116699
	Iteration 16Q: 3 clusters Score -4029474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4029536.250000 Penalty: 5193.116699
	Iteration 17Q: 3 clusters Score -4029536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4029575.500000 Penalty: 5193.116699
	Iteration 18Q: 3 clusters Score -4029576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4029613.000000 Penalty: 5193.116699
	Iteration 19Q: 3 clusters Score -4029613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4029635.000000 Penalty: 5193.116699
	Iteration 20F: 3 clusters Score -4029635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4029654.500000 Penalty: 5193.116699
	Iteration 21Q: 3 clusters Score -4029654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4029658.500000 Penalty: 5193.116699
	Iteration 22Q: 3 clusters Score -4029658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4029672.250000 Penalty: 5193.116699
	Iteration 23Q: 3 clusters Score -4029672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4029678.750000 Penalty: 5193.116699
	Iteration 24Q: 3 clusters Score -4029679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4029684.250000 Penalty: 5193.116699
	Iteration 25Q: 3 clusters Score -4029684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4029684.750000 Penalty: 5193.116699
	Iteration 26Q: 3 clusters Score -4029685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4029691.750000 Penalty: 5193.116699
	Iteration 27Q: 3 clusters Score -4029692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4029701.000000 Penalty: 5193.116699
	Iteration 28Q: 3 clusters Score -4029701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4029702.750000 Penalty: 5193.116699
	Iteration 29Q: 3 clusters Score -4029703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4029703.750000 Penalty: 5193.116699
	Iteration 30Q: 3 clusters Score -4029704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4029716.500000 Penalty: 5193.116699
	Iteration 31Q: 3 clusters Score -4029716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4029715.250000 Penalty: 5193.116699
	Iteration 32Q: 3 clusters Score -4029715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4029714.000000 Penalty: 5193.116699
	Iteration 33Q: 3 clusters Score -4029714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4029714.250000 Penalty: 5193.116699
	Iteration 34Q: 3 clusters Score -4029714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4029723.750000 Penalty: 5193.116699
	Iteration 35Q: 3 clusters Score -4029724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4029722.000000 Penalty: 5193.116699
	Iteration 36Q: 3 clusters Score -4029722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4029723.750000 Penalty: 5193.116699
	Iteration 37Q: 3 clusters Score -4029724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4029723.750000 Penalty: 5193.116699
	Iteration 38F: 3 clusters Score -4029724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Entering Unmasked Estep 
Score: -2071926.625000 Penalty: 2427.679443
	Iteration 0F: 2 clusters Score -2071927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2059216.875000 Penalty: 4855.358887
	Iteration 0F: 3 clusters Score -2059217 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2063534.000000 Penalty: 4855.358887
	Iteration 1F: 3 clusters Score -2063534 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2064243.125000 Penalty: 4855.358887
	Iteration 2F: 3 clusters Score -2064243 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2064977.625000 Penalty: 4855.358887
	Iteration 3F: 3 clusters Score -2064978 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2065733.875000 Penalty: 4855.358887
	Iteration 4F: 3 clusters Score -2065734 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2066587.250000 Penalty: 4855.358887
	Iteration 5F: 3 clusters Score -2066587 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2067457.750000 Penalty: 4855.358887
	Iteration 6F: 3 clusters Score -2067458 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2068190.875000 Penalty: 4855.358887
	Iteration 7F: 3 clusters Score -2068191 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2068811.875000 Penalty: 4855.358887
	Iteration 8Q: 3 clusters Score -2068812 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2069260.750000 Penalty: 4855.358887
	Iteration 9Q: 3 clusters Score -2069261 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2069529.625000 Penalty: 4855.358887
	Iteration 10Q: 3 clusters Score -2069530 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2069681.750000 Penalty: 4855.358887
	Iteration 11Q: 3 clusters Score -2069682 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2069766.375000 Penalty: 4855.358887
	Iteration 12Q: 3 clusters Score -2069766 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2069826.000000 Penalty: 4855.358887
	Iteration 13Q: 3 clusters Score -2069826 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2069868.500000 Penalty: 4855.358887
	Iteration 14Q: 3 clusters Score -2069868 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2069896.500000 Penalty: 4855.358887
	Iteration 15Q: 3 clusters Score -2069896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2069924.125000 Penalty: 4855.358887
	Iteration 16Q: 3 clusters Score -2069924 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2069951.875000 Penalty: 4855.358887
	Iteration 17Q: 3 clusters Score -2069952 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2069992.875000 Penalty: 4855.358887
	Iteration 18Q: 3 clusters Score -2069993 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2070017.000000 Penalty: 4855.358887
	Iteration 19Q: 3 clusters Score -2070017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2070050.375000 Penalty: 4855.358887
	Iteration 20F: 3 clusters Score -2070050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2070085.125000 Penalty: 4855.358887
	Iteration 21Q: 3 clusters Score -2070085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2070109.000000 Penalty: 4855.358887
	Iteration 22Q: 3 clusters Score -2070109 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2070144.750000 Penalty: 4855.358887
	Iteration 23Q: 3 clusters Score -2070145 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2070178.500000 Penalty: 4855.358887
	Iteration 24Q: 3 clusters Score -2070178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2070221.000000 Penalty: 4855.358887
	Iteration 25Q: 3 clusters Score -2070221 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2070264.000000 Penalty: 4855.358887
	Iteration 26Q: 3 clusters Score -2070264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2070315.375000 Penalty: 4855.358887
	Iteration 27Q: 3 clusters Score -2070315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2070364.375000 Penalty: 4855.358887
	Iteration 28Q: 3 clusters Score -2070364 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2070395.375000 Penalty: 4855.358887
	Iteration 29Q: 3 clusters Score -2070395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2070424.000000 Penalty: 4855.358887
	Iteration 30Q: 3 clusters Score -2070424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2070449.500000 Penalty: 4855.358887
	Iteration 31Q: 3 clusters Score -2070450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2070466.000000 Penalty: 4855.358887
	Iteration 32Q: 3 clusters Score -2070466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2070477.125000 Penalty: 4855.358887
	Iteration 33Q: 3 clusters Score -2070477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2070493.750000 Penalty: 4855.358887
	Iteration 34Q: 3 clusters Score -2070494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2070514.625000 Penalty: 4855.358887
	Iteration 35Q: 3 clusters Score -2070515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2070520.875000 Penalty: 4855.358887
	Iteration 36Q: 3 clusters Score -2070521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2070532.875000 Penalty: 4855.358887
	Iteration 37Q: 3 clusters Score -2070533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2070558.750000 Penalty: 4855.358887
	Iteration 38Q: 3 clusters Score -2070559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2070568.750000 Penalty: 4855.358887
	Iteration 39Q: 3 clusters Score -2070569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2070577.125000 Penalty: 4855.358887
	Iteration 40F: 3 clusters Score -2070577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2070583.000000 Penalty: 4855.358887
	Iteration 41Q: 3 clusters Score -2070583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2070583.500000 Penalty: 4855.358887
	Iteration 42Q: 3 clusters Score -2070584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2070594.375000 Penalty: 4855.358887
	Iteration 43Q: 3 clusters Score -2070594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2070597.750000 Penalty: 4855.358887
	Iteration 44Q: 3 clusters Score -2070598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2070598.250000 Penalty: 4855.358887
	Iteration 45Q: 3 clusters Score -2070598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2070602.625000 Penalty: 4855.358887
	Iteration 46Q: 3 clusters Score -2070603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2070609.375000 Penalty: 4855.358887
	Iteration 47Q: 3 clusters Score -2070609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2070609.000000 Penalty: 4855.358887
	Iteration 48Q: 3 clusters Score -2070609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2070611.125000 Penalty: 4855.358887
	Iteration 49Q: 3 clusters Score -2070611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2070620.250000 Penalty: 4855.358887
	Iteration 50Q: 3 clusters Score -2070620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2070621.875000 Penalty: 4855.358887
	Iteration 51Q: 3 clusters Score -2070622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2070627.375000 Penalty: 4855.358887
	Iteration 52Q: 3 clusters Score -2070627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2070641.375000 Penalty: 4855.358887
	Iteration 53Q: 3 clusters Score -2070641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2070649.875000 Penalty: 4855.358887
	Iteration 54Q: 3 clusters Score -2070650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2070664.250000 Penalty: 4855.358887
	Iteration 55Q: 3 clusters Score -2070664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2070675.000000 Penalty: 4855.358887
	Iteration 56Q: 3 clusters Score -2070675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2070690.000000 Penalty: 4855.358887
	Iteration 57Q: 3 clusters Score -2070690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2070699.375000 Penalty: 4855.358887
	Iteration 58Q: 3 clusters Score -2070699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2070715.625000 Penalty: 4855.358887
	Iteration 59Q: 3 clusters Score -2070716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2070733.125000 Penalty: 4855.358887
	Iteration 60F: 3 clusters Score -2070733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2070757.125000 Penalty: 4855.358887
	Iteration 61Q: 3 clusters Score -2070757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2070782.000000 Penalty: 4855.358887
	Iteration 62Q: 3 clusters Score -2070782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2070821.750000 Penalty: 4855.358887
	Iteration 63Q: 3 clusters Score -2070822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2070867.250000 Penalty: 4855.358887
	Iteration 64Q: 3 clusters Score -2070867 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2070949.250000 Penalty: 4855.358887
	Iteration 65Q: 3 clusters Score -2070949 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2071066.000000 Penalty: 4855.358887
	Iteration 66Q: 3 clusters Score -2071066 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2071187.625000 Penalty: 4855.358887
	Iteration 67Q: 3 clusters Score -2071188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2071351.750000 Penalty: 4855.358887
	Iteration 68Q: 3 clusters Score -2071352 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2071447.250000 Penalty: 4855.358887
	Iteration 69Q: 3 clusters Score -2071447 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2071501.000000 Penalty: 4855.358887
	Iteration 70Q: 3 clusters Score -2071501 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2071533.250000 Penalty: 4855.358887
	Iteration 71Q: 3 clusters Score -2071533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2071545.750000 Penalty: 4855.358887
	Iteration 72Q: 3 clusters Score -2071546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2071554.000000 Penalty: 4855.358887
	Iteration 73Q: 3 clusters Score -2071554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2071562.125000 Penalty: 4855.358887
	Iteration 74Q: 3 clusters Score -2071562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2071567.750000 Penalty: 4855.358887
	Iteration 75Q: 3 clusters Score -2071568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2071575.500000 Penalty: 4855.358887
	Iteration 76Q: 3 clusters Score -2071576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2071576.500000 Penalty: 4855.358887
	Iteration 77Q: 3 clusters Score -2071576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2071581.375000 Penalty: 4855.358887
	Iteration 78Q: 3 clusters Score -2071581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2071583.875000 Penalty: 4855.358887
	Iteration 79Q: 3 clusters Score -2071584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2071580.625000 Penalty: 4855.358887
	Iteration 80F: 3 clusters Score -2071581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2071584.000000 Penalty: 4855.358887
	Iteration 81Q: 3 clusters Score -2071584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2071586.750000 Penalty: 4855.358887
	Iteration 82Q: 3 clusters Score -2071587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2071586.250000 Penalty: 4855.358887
	Iteration 83Q: 3 clusters Score -2071586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2071587.625000 Penalty: 4855.358887
	Iteration 84Q: 3 clusters Score -2071588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2071588.625000 Penalty: 4855.358887
	Iteration 85Q: 3 clusters Score -2071589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2071586.750000 Penalty: 4855.358887
	Iteration 86Q: 3 clusters Score -2071587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2071587.375000 Penalty: 4855.358887
	Iteration 87Q: 3 clusters Score -2071587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2071590.375000 Penalty: 4855.358887
	Iteration 88Q: 3 clusters Score -2071590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2071588.125000 Penalty: 4855.358887
	Iteration 89Q: 3 clusters Score -2071588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2071588.125000 Penalty: 4855.358887
	Iteration 90F: 3 clusters Score -2071588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -311773.343750 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -311773.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -308691.968750 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -308692 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -309321.843750 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -309321.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -309526.531250 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -309526.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -309638.875000 Penalty: 3906.247559
	Iteration 3F: 3 clusters Score -309638.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -309724.218750 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -309724.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -309813.343750 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -309813.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -309889.968750 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -309890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -309968.500000 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -309968.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -310036.031250 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -310036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -310099.593750 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -310099.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -310193.843750 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -310193.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -310283.156250 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -310283.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -310367.218750 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -310367.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -310431.125000 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -310431.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -310477.625000 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -310477.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -310505.375000 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -310505.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -310526.562500 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -310526.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -310546.625000 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -310546.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -310561.906250 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -310561.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -310572.718750 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -310572.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -310581.687500 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -310581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -310586.218750 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -310586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -310590.375000 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -310590.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -310594.468750 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -310594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -310598.000000 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -310598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -310602.218750 Penalty: 3906.247559
	Iteration 25Q: 3 clusters Score -310602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -310603.937500 Penalty: 3906.247559
	Iteration 26Q: 3 clusters Score -310603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -310605.312500 Penalty: 3906.247559
	Iteration 27Q: 3 clusters Score -310605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -310605.906250 Penalty: 3906.247559
	Iteration 28Q: 3 clusters Score -310605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -310607.593750 Penalty: 3906.247559
	Iteration 29Q: 3 clusters Score -310607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -310608.937500 Penalty: 3906.247559
	Iteration 30Q: 3 clusters Score -310608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -310610.343750 Penalty: 3906.247559
	Iteration 31Q: 3 clusters Score -310610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -310614.250000 Penalty: 3906.247559
	Iteration 32Q: 3 clusters Score -310614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -310616.312500 Penalty: 3906.247559
	Iteration 33Q: 3 clusters Score -310616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -310617.281250 Penalty: 3906.247559
	Iteration 34Q: 3 clusters Score -310617.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -310617.281250 Penalty: 3906.247559
	Iteration 35F: 3 clusters Score -310617.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Entering Unmasked Estep 
Score: -728942.375000 Penalty: 2174.683594
	Iteration 0F: 2 clusters Score -728942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -723561.500000 Penalty: 4349.367188
	Iteration 0F: 3 clusters Score -723561.5 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -725085.750000 Penalty: 4349.367188
	Iteration 1F: 3 clusters Score -725085.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -725425.875000 Penalty: 4349.367188
	Iteration 2F: 3 clusters Score -725425.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -725721.437500 Penalty: 4349.367188
	Iteration 3F: 3 clusters Score -725721.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -725940.500000 Penalty: 4349.367188
	Iteration 4F: 3 clusters Score -725940.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -726109.875000 Penalty: 4349.367188
	Iteration 5Q: 3 clusters Score -726109.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -726258.812500 Penalty: 4349.367188
	Iteration 6Q: 3 clusters Score -726258.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -726398.687500 Penalty: 4349.367188
	Iteration 7Q: 3 clusters Score -726398.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -726529.750000 Penalty: 4349.367188
	Iteration 8Q: 3 clusters Score -726529.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -726645.937500 Penalty: 4349.367188
	Iteration 9Q: 3 clusters Score -726645.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -726755.625000 Penalty: 4349.367188
	Iteration 10Q: 3 clusters Score -726755.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -726844.312500 Penalty: 4349.367188
	Iteration 11Q: 3 clusters Score -726844.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -726930.125000 Penalty: 4349.367188
	Iteration 12Q: 3 clusters Score -726930.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -726993.250000 Penalty: 4349.367188
	Iteration 13Q: 3 clusters Score -726993.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -727043.000000 Penalty: 4349.367188
	Iteration 14Q: 3 clusters Score -727043 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -727080.187500 Penalty: 4349.367188
	Iteration 15Q: 3 clusters Score -727080.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -727109.312500 Penalty: 4349.367188
	Iteration 16Q: 3 clusters Score -727109.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -727136.812500 Penalty: 4349.367188
	Iteration 17Q: 3 clusters Score -727136.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -727163.312500 Penalty: 4349.367188
	Iteration 18Q: 3 clusters Score -727163.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -727184.187500 Penalty: 4349.367188
	Iteration 19Q: 3 clusters Score -727184.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -727204.062500 Penalty: 4349.367188
	Iteration 20F: 3 clusters Score -727204.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -727220.875000 Penalty: 4349.367188
	Iteration 21Q: 3 clusters Score -727220.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -727229.125000 Penalty: 4349.367188
	Iteration 22Q: 3 clusters Score -727229.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -727234.500000 Penalty: 4349.367188
	Iteration 23Q: 3 clusters Score -727234.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -727237.125000 Penalty: 4349.367188
	Iteration 24Q: 3 clusters Score -727237.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -727242.312500 Penalty: 4349.367188
	Iteration 25Q: 3 clusters Score -727242.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -727248.062500 Penalty: 4349.367188
	Iteration 26Q: 3 clusters Score -727248.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -727253.875000 Penalty: 4349.367188
	Iteration 27Q: 3 clusters Score -727253.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -727262.750000 Penalty: 4349.367188
	Iteration 28Q: 3 clusters Score -727262.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -727266.937500 Penalty: 4349.367188
	Iteration 29Q: 3 clusters Score -727266.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -727268.687500 Penalty: 4349.367188
	Iteration 30Q: 3 clusters Score -727268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -727268.562500 Penalty: 4349.367188
	Iteration 31Q: 3 clusters Score -727268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -727271.125000 Penalty: 4349.367188
	Iteration 32Q: 3 clusters Score -727271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -727272.812500 Penalty: 4349.367188
	Iteration 33Q: 3 clusters Score -727272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -727272.062500 Penalty: 4349.367188
	Iteration 34Q: 3 clusters Score -727272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -727273.875000 Penalty: 4349.367188
	Iteration 35Q: 3 clusters Score -727273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -727272.750000 Penalty: 4349.367188
	Iteration 36Q: 3 clusters Score -727272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -727272.687500 Penalty: 4349.367188
	Iteration 37Q: 3 clusters Score -727272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -727274.812500 Penalty: 4349.367188
	Iteration 38Q: 3 clusters Score -727274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -727275.750000 Penalty: 4349.367188
	Iteration 39Q: 3 clusters Score -727275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -727277.312500 Penalty: 4349.367188
	Iteration 40F: 3 clusters Score -727277.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -727277.000000 Penalty: 4349.367188
	Iteration 41Q: 3 clusters Score -727277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -727278.125000 Penalty: 4349.367188
	Iteration 42Q: 3 clusters Score -727278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -727280.125000 Penalty: 4349.367188
	Iteration 43Q: 3 clusters Score -727280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -727280.687500 Penalty: 4349.367188
	Iteration 44Q: 3 clusters Score -727280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -727280.187500 Penalty: 4349.367188
	Iteration 45Q: 3 clusters Score -727280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -727281.187500 Penalty: 4349.367188
	Iteration 46Q: 3 clusters Score -727281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -727280.187500 Penalty: 4349.367188
	Iteration 47Q: 3 clusters Score -727280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -727282.000000 Penalty: 4349.367188
	Iteration 48Q: 3 clusters Score -727282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -727280.312500 Penalty: 4349.367188
	Iteration 49Q: 3 clusters Score -727280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -727282.187500 Penalty: 4349.367188
	Iteration 50Q: 3 clusters Score -727282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -727283.875000 Penalty: 4349.367188
	Iteration 51Q: 3 clusters Score -727283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -727284.625000 Penalty: 4349.367188
	Iteration 52Q: 3 clusters Score -727284.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -727286.250000 Penalty: 4349.367188
	Iteration 53Q: 3 clusters Score -727286.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -727289.187500 Penalty: 4349.367188
	Iteration 54Q: 3 clusters Score -727289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -727292.937500 Penalty: 4349.367188
	Iteration 55Q: 3 clusters Score -727292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -727294.500000 Penalty: 4349.367188
	Iteration 56Q: 3 clusters Score -727294.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -727296.812500 Penalty: 4349.367188
	Iteration 57Q: 3 clusters Score -727296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -727301.437500 Penalty: 4349.367188
	Iteration 58Q: 3 clusters Score -727301.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -727302.187500 Penalty: 4349.367188
	Iteration 59Q: 3 clusters Score -727302.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -727304.437500 Penalty: 4349.367188
	Iteration 60F: 3 clusters Score -727304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -727306.437500 Penalty: 4349.367188
	Iteration 61Q: 3 clusters Score -727306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -727307.812500 Penalty: 4349.367188
	Iteration 62Q: 3 clusters Score -727307.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -727310.875000 Penalty: 4349.367188
	Iteration 63Q: 3 clusters Score -727310.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -727312.812500 Penalty: 4349.367188
	Iteration 64Q: 3 clusters Score -727312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -727313.125000 Penalty: 4349.367188
	Iteration 65Q: 3 clusters Score -727313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -727317.000000 Penalty: 4349.367188
	Iteration 66Q: 3 clusters Score -727317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -727318.375000 Penalty: 4349.367188
	Iteration 67Q: 3 clusters Score -727318.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -727322.000000 Penalty: 4349.367188
	Iteration 68Q: 3 clusters Score -727322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -727323.625000 Penalty: 4349.367188
	Iteration 69Q: 3 clusters Score -727323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -727327.125000 Penalty: 4349.367188
	Iteration 70Q: 3 clusters Score -727327.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -727329.250000 Penalty: 4349.367188
	Iteration 71Q: 3 clusters Score -727329.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -727333.750000 Penalty: 4349.367188
	Iteration 72Q: 3 clusters Score -727333.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -727338.750000 Penalty: 4349.367188
	Iteration 73Q: 3 clusters Score -727338.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -727343.500000 Penalty: 4349.367188
	Iteration 74Q: 3 clusters Score -727343.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -727349.000000 Penalty: 4349.367188
	Iteration 75Q: 3 clusters Score -727349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -727355.000000 Penalty: 4349.367188
	Iteration 76Q: 3 clusters Score -727355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -727358.937500 Penalty: 4349.367188
	Iteration 77Q: 3 clusters Score -727358.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -727364.500000 Penalty: 4349.367188
	Iteration 78Q: 3 clusters Score -727364.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -727371.062500 Penalty: 4349.367188
	Iteration 79Q: 3 clusters Score -727371.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -727380.437500 Penalty: 4349.367188
	Iteration 80F: 3 clusters Score -727380.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -727387.875000 Penalty: 4349.367188
	Iteration 81Q: 3 clusters Score -727387.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -727399.000000 Penalty: 4349.367188
	Iteration 82Q: 3 clusters Score -727399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -727411.937500 Penalty: 4349.367188
	Iteration 83Q: 3 clusters Score -727411.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -727426.500000 Penalty: 4349.367188
	Iteration 84Q: 3 clusters Score -727426.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -727454.562500 Penalty: 4349.367188
	Iteration 85Q: 3 clusters Score -727454.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -727480.187500 Penalty: 4349.367188
	Iteration 86Q: 3 clusters Score -727480.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -727513.375000 Penalty: 4349.367188
	Iteration 87Q: 3 clusters Score -727513.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -727541.250000 Penalty: 4349.367188
	Iteration 88Q: 3 clusters Score -727541.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -727584.500000 Penalty: 4349.367188
	Iteration 89Q: 3 clusters Score -727584.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -727644.062500 Penalty: 4349.367188
	Iteration 90Q: 3 clusters Score -727644.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -727705.000000 Penalty: 4349.367188
	Iteration 91Q: 3 clusters Score -727705 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -727783.750000 Penalty: 4349.367188
	Iteration 92Q: 3 clusters Score -727783.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -727913.375000 Penalty: 4349.367188
	Iteration 93Q: 3 clusters Score -727913.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -728102.125000 Penalty: 4349.367188
	Iteration 94Q: 3 clusters Score -728102.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -728320.500000 Penalty: 4349.367188
	Iteration 95Q: 3 clusters Score -728320.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -728472.312500 Penalty: 4349.367188
	Iteration 96Q: 3 clusters Score -728472.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -728548.062500 Penalty: 4349.367188
	Iteration 97Q: 3 clusters Score -728548.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -728573.875000 Penalty: 4349.367188
	Iteration 98Q: 3 clusters Score -728573.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -728588.187500 Penalty: 4349.367188
	Iteration 99Q: 3 clusters Score -728588.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -728592.187500 Penalty: 4349.367188
	Iteration 100F: 3 clusters Score -728592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -728592.375000 Penalty: 4349.367188
	Iteration 101Q: 3 clusters Score -728592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -728594.750000 Penalty: 4349.367188
	Iteration 102Q: 3 clusters Score -728594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -728593.625000 Penalty: 4349.367188
	Iteration 103Q: 3 clusters Score -728593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -728593.875000 Penalty: 4349.367188
	Iteration 104Q: 3 clusters Score -728593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -728594.062500 Penalty: 4349.367188
	Iteration 105Q: 3 clusters Score -728594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -728594.250000 Penalty: 4349.367188
	Iteration 106Q: 3 clusters Score -728594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -728594.250000 Penalty: 4349.367188
	Iteration 107F: 3 clusters Score -728594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Entering Unmasked Estep 
Score: -1308899.000000 Penalty: 2307.056152
	Iteration 0F: 2 clusters Score -1308899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1300654.375000 Penalty: 4614.112305
	Iteration 0F: 3 clusters Score -1300654 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1302986.750000 Penalty: 4614.112305
	Iteration 1F: 3 clusters Score -1302987 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1303350.250000 Penalty: 4614.112305
	Iteration 2F: 3 clusters Score -1303350 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1303690.250000 Penalty: 4614.112305
	Iteration 3F: 3 clusters Score -1303690 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1304050.375000 Penalty: 4614.112305
	Iteration 4F: 3 clusters Score -1304050 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1304483.375000 Penalty: 4614.112305
	Iteration 5F: 3 clusters Score -1304483 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1305037.375000 Penalty: 4614.112305
	Iteration 6F: 3 clusters Score -1305037 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1305707.500000 Penalty: 4614.112305
	Iteration 7F: 3 clusters Score -1305708 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1306292.000000 Penalty: 4614.112305
	Iteration 8F: 3 clusters Score -1306292 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1306674.000000 Penalty: 4614.112305
	Iteration 9Q: 3 clusters Score -1306674 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1306867.000000 Penalty: 4614.112305
	Iteration 10Q: 3 clusters Score -1306867 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1306963.875000 Penalty: 4614.112305
	Iteration 11Q: 3 clusters Score -1306964 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1307025.375000 Penalty: 4614.112305
	Iteration 12Q: 3 clusters Score -1307025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1307067.375000 Penalty: 4614.112305
	Iteration 13Q: 3 clusters Score -1307067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1307096.125000 Penalty: 4614.112305
	Iteration 14Q: 3 clusters Score -1307096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1307110.625000 Penalty: 4614.112305
	Iteration 15Q: 3 clusters Score -1307111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1307124.750000 Penalty: 4614.112305
	Iteration 16Q: 3 clusters Score -1307125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1307135.375000 Penalty: 4614.112305
	Iteration 17Q: 3 clusters Score -1307135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1307146.000000 Penalty: 4614.112305
	Iteration 18Q: 3 clusters Score -1307146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1307150.375000 Penalty: 4614.112305
	Iteration 19Q: 3 clusters Score -1307150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1307155.750000 Penalty: 4614.112305
	Iteration 20F: 3 clusters Score -1307156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1307160.375000 Penalty: 4614.112305
	Iteration 21Q: 3 clusters Score -1307160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1307165.250000 Penalty: 4614.112305
	Iteration 22Q: 3 clusters Score -1307165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1307168.250000 Penalty: 4614.112305
	Iteration 23Q: 3 clusters Score -1307168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1307172.750000 Penalty: 4614.112305
	Iteration 24Q: 3 clusters Score -1307173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1307176.750000 Penalty: 4614.112305
	Iteration 25Q: 3 clusters Score -1307177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1307183.250000 Penalty: 4614.112305
	Iteration 26Q: 3 clusters Score -1307183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1307188.875000 Penalty: 4614.112305
	Iteration 27Q: 3 clusters Score -1307189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1307187.250000 Penalty: 4614.112305
	Iteration 28Q: 3 clusters Score -1307187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1307189.250000 Penalty: 4614.112305
	Iteration 29Q: 3 clusters Score -1307189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1307190.500000 Penalty: 4614.112305
	Iteration 30Q: 3 clusters Score -1307190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1307191.375000 Penalty: 4614.112305
	Iteration 31Q: 3 clusters Score -1307191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1307191.375000 Penalty: 4614.112305
	Iteration 32F: 3 clusters Score -1307191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Entering Unmasked Estep 
Score: -3069136.250000 Penalty: 2540.923096
	Iteration 0F: 2 clusters Score -3069136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3049605.250000 Penalty: 5081.846191
	Iteration 0F: 3 clusters Score -3049605 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3056846.000000 Penalty: 5081.846191
	Iteration 1F: 3 clusters Score -3056846 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3057688.750000 Penalty: 5081.846191
	Iteration 2F: 3 clusters Score -3057689 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3058637.000000 Penalty: 5081.846191
	Iteration 3F: 3 clusters Score -3058637 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3059757.500000 Penalty: 5081.846191
	Iteration 4F: 3 clusters Score -3059758 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3060936.500000 Penalty: 5081.846191
	Iteration 5F: 3 clusters Score -3060936 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3061946.750000 Penalty: 5081.846191
	Iteration 6F: 3 clusters Score -3061947 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3062716.500000 Penalty: 5081.846191
	Iteration 7F: 3 clusters Score -3062716 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3063197.750000 Penalty: 5081.846191
	Iteration 8Q: 3 clusters Score -3063198 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3063480.000000 Penalty: 5081.846191
	Iteration 9Q: 3 clusters Score -3063480 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3063658.500000 Penalty: 5081.846191
	Iteration 10Q: 3 clusters Score -3063658 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3063745.750000 Penalty: 5081.846191
	Iteration 11Q: 3 clusters Score -3063746 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3063821.750000 Penalty: 5081.846191
	Iteration 12Q: 3 clusters Score -3063822 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3063867.000000 Penalty: 5081.846191
	Iteration 13Q: 3 clusters Score -3063867 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3063892.750000 Penalty: 5081.846191
	Iteration 14Q: 3 clusters Score -3063893 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3063922.000000 Penalty: 5081.846191
	Iteration 15Q: 3 clusters Score -3063922 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3063951.000000 Penalty: 5081.846191
	Iteration 16Q: 3 clusters Score -3063951 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3063965.750000 Penalty: 5081.846191
	Iteration 17Q: 3 clusters Score -3063966 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3063971.000000 Penalty: 5081.846191
	Iteration 18Q: 3 clusters Score -3063971 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3063987.500000 Penalty: 5081.846191
	Iteration 19Q: 3 clusters Score -3063988 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3064002.750000 Penalty: 5081.846191
	Iteration 20F: 3 clusters Score -3064003 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3064031.250000 Penalty: 5081.846191
	Iteration 21Q: 3 clusters Score -3064031 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3064056.250000 Penalty: 5081.846191
	Iteration 22Q: 3 clusters Score -3064056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3064061.000000 Penalty: 5081.846191
	Iteration 23Q: 3 clusters Score -3064061 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3064074.250000 Penalty: 5081.846191
	Iteration 24Q: 3 clusters Score -3064074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3064086.750000 Penalty: 5081.846191
	Iteration 25Q: 3 clusters Score -3064087 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3064099.750000 Penalty: 5081.846191
	Iteration 26Q: 3 clusters Score -3064100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3064112.500000 Penalty: 5081.846191
	Iteration 27Q: 3 clusters Score -3064112 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3064120.500000 Penalty: 5081.846191
	Iteration 28Q: 3 clusters Score -3064120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3064134.750000 Penalty: 5081.846191
	Iteration 29Q: 3 clusters Score -3064135 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3064149.750000 Penalty: 5081.846191
	Iteration 30Q: 3 clusters Score -3064150 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3064161.750000 Penalty: 5081.846191
	Iteration 31Q: 3 clusters Score -3064162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3064181.000000 Penalty: 5081.846191
	Iteration 32Q: 3 clusters Score -3064181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3064196.500000 Penalty: 5081.846191
	Iteration 33Q: 3 clusters Score -3064196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3064215.750000 Penalty: 5081.846191
	Iteration 34Q: 3 clusters Score -3064216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3064229.500000 Penalty: 5081.846191
	Iteration 35Q: 3 clusters Score -3064230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3064232.250000 Penalty: 5081.846191
	Iteration 36Q: 3 clusters Score -3064232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3064243.750000 Penalty: 5081.846191
	Iteration 37Q: 3 clusters Score -3064244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3064263.750000 Penalty: 5081.846191
	Iteration 38Q: 3 clusters Score -3064264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3064294.750000 Penalty: 5081.846191
	Iteration 39Q: 3 clusters Score -3064295 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3064291.250000 Penalty: 5081.846191
	Iteration 40F: 3 clusters Score -3064291 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3064298.250000 Penalty: 5081.846191
	Iteration 41Q: 3 clusters Score -3064298 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3064311.750000 Penalty: 5081.846191
	Iteration 42Q: 3 clusters Score -3064312 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3064333.750000 Penalty: 5081.846191
	Iteration 43Q: 3 clusters Score -3064334 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3064353.250000 Penalty: 5081.846191
	Iteration 44Q: 3 clusters Score -3064353 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3064380.500000 Penalty: 5081.846191
	Iteration 45Q: 3 clusters Score -3064380 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3064406.750000 Penalty: 5081.846191
	Iteration 46Q: 3 clusters Score -3064407 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3064429.000000 Penalty: 5081.846191
	Iteration 47Q: 3 clusters Score -3064429 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3064473.500000 Penalty: 5081.846191
	Iteration 48Q: 3 clusters Score -3064474 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3064527.500000 Penalty: 5081.846191
	Iteration 49Q: 3 clusters Score -3064528 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3064585.250000 Penalty: 5081.846191
	Iteration 50Q: 3 clusters Score -3064585 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3064650.250000 Penalty: 5081.846191
	Iteration 51Q: 3 clusters Score -3064650 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3064737.500000 Penalty: 5081.846191
	Iteration 52Q: 3 clusters Score -3064738 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3064837.250000 Penalty: 5081.846191
	Iteration 53Q: 3 clusters Score -3064837 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3064975.500000 Penalty: 5081.846191
	Iteration 54Q: 3 clusters Score -3064976 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3065115.000000 Penalty: 5081.846191
	Iteration 55Q: 3 clusters Score -3065115 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3065250.750000 Penalty: 5081.846191
	Iteration 56Q: 3 clusters Score -3065251 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3065430.000000 Penalty: 5081.846191
	Iteration 57Q: 3 clusters Score -3065430 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3065609.500000 Penalty: 5081.846191
	Iteration 58Q: 3 clusters Score -3065610 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3065813.750000 Penalty: 5081.846191
	Iteration 59Q: 3 clusters Score -3065814 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3066054.250000 Penalty: 5081.846191
	Iteration 60F: 3 clusters Score -3066054 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3066255.500000 Penalty: 5081.846191
	Iteration 61Q: 3 clusters Score -3066256 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3066471.500000 Penalty: 5081.846191
	Iteration 62Q: 3 clusters Score -3066472 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3066672.000000 Penalty: 5081.846191
	Iteration 63Q: 3 clusters Score -3066672 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3066842.000000 Penalty: 5081.846191
	Iteration 64Q: 3 clusters Score -3066842 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3067016.500000 Penalty: 5081.846191
	Iteration 65Q: 3 clusters Score -3067016 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3067152.000000 Penalty: 5081.846191
	Iteration 66Q: 3 clusters Score -3067152 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3067254.750000 Penalty: 5081.846191
	Iteration 67Q: 3 clusters Score -3067255 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3067338.750000 Penalty: 5081.846191
	Iteration 68Q: 3 clusters Score -3067339 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3067421.250000 Penalty: 5081.846191
	Iteration 69Q: 3 clusters Score -3067421 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3067457.000000 Penalty: 5081.846191
	Iteration 70Q: 3 clusters Score -3067457 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3067501.500000 Penalty: 5081.846191
	Iteration 71Q: 3 clusters Score -3067502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3067535.750000 Penalty: 5081.846191
	Iteration 72Q: 3 clusters Score -3067536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3067558.750000 Penalty: 5081.846191
	Iteration 73Q: 3 clusters Score -3067559 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3067586.500000 Penalty: 5081.846191
	Iteration 74Q: 3 clusters Score -3067586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3067608.250000 Penalty: 5081.846191
	Iteration 75Q: 3 clusters Score -3067608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3067619.500000 Penalty: 5081.846191
	Iteration 76Q: 3 clusters Score -3067620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3067636.250000 Penalty: 5081.846191
	Iteration 77Q: 3 clusters Score -3067636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3067640.500000 Penalty: 5081.846191
	Iteration 78Q: 3 clusters Score -3067640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3067660.500000 Penalty: 5081.846191
	Iteration 79Q: 3 clusters Score -3067660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3067671.750000 Penalty: 5081.846191
	Iteration 80F: 3 clusters Score -3067672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3067671.250000 Penalty: 5081.846191
	Iteration 81Q: 3 clusters Score -3067671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3067677.250000 Penalty: 5081.846191
	Iteration 82Q: 3 clusters Score -3067677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3067684.750000 Penalty: 5081.846191
	Iteration 83Q: 3 clusters Score -3067685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3067686.750000 Penalty: 5081.846191
	Iteration 84Q: 3 clusters Score -3067687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3067698.500000 Penalty: 5081.846191
	Iteration 85Q: 3 clusters Score -3067698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3067694.000000 Penalty: 5081.846191
	Iteration 86Q: 3 clusters Score -3067694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3067694.750000 Penalty: 5081.846191
	Iteration 87Q: 3 clusters Score -3067695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3067696.750000 Penalty: 5081.846191
	Iteration 88Q: 3 clusters Score -3067697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3067693.250000 Penalty: 5081.846191
	Iteration 89Q: 3 clusters Score -3067693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3067698.250000 Penalty: 5081.846191
	Iteration 90Q: 3 clusters Score -3067698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3067700.250000 Penalty: 5081.846191
	Iteration 91Q: 3 clusters Score -3067700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3067698.500000 Penalty: 5081.846191
	Iteration 92Q: 3 clusters Score -3067698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3067696.500000 Penalty: 5081.846191
	Iteration 93Q: 3 clusters Score -3067696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3067700.750000 Penalty: 5081.846191
	Iteration 94Q: 3 clusters Score -3067701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3067705.250000 Penalty: 5081.846191
	Iteration 95Q: 3 clusters Score -3067705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3067705.750000 Penalty: 5081.846191
	Iteration 96Q: 3 clusters Score -3067706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3067708.750000 Penalty: 5081.846191
	Iteration 97Q: 3 clusters Score -3067709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3067705.500000 Penalty: 5081.846191
	Iteration 98Q: 3 clusters Score -3067706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3067706.000000 Penalty: 5081.846191
	Iteration 99Q: 3 clusters Score -3067706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3067711.000000 Penalty: 5081.846191
	Iteration 100F: 3 clusters Score -3067711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3067713.000000 Penalty: 5081.846191
	Iteration 101Q: 3 clusters Score -3067713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3067711.500000 Penalty: 5081.846191
	Iteration 102Q: 3 clusters Score -3067712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3067710.250000 Penalty: 5081.846191
	Iteration 103Q: 3 clusters Score -3067710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3067714.750000 Penalty: 5081.846191
	Iteration 104Q: 3 clusters Score -3067715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3067717.250000 Penalty: 5081.846191
	Iteration 105Q: 3 clusters Score -3067717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3067714.250000 Penalty: 5081.846191
	Iteration 106Q: 3 clusters Score -3067714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3067717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3067717.250000 Penalty: 5081.846191
	Iteration 108F: 3 clusters Score -3067717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16370 members 
Entering Unmasked Estep 
Score: -1941710.750000 Penalty: 2406.395020
	Iteration 0F: 2 clusters Score -1941711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1929999.500000 Penalty: 4812.790039
	Iteration 0F: 3 clusters Score -1930000 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1933808.500000 Penalty: 4812.790039
	Iteration 1F: 3 clusters Score -1933808 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1934204.375000 Penalty: 4812.790039
	Iteration 2F: 3 clusters Score -1934204 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1934596.375000 Penalty: 4812.790039
	Iteration 3F: 3 clusters Score -1934596 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1934994.875000 Penalty: 4812.790039
	Iteration 4F: 3 clusters Score -1934995 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1935368.375000 Penalty: 4812.790039
	Iteration 5Q: 3 clusters Score -1935368 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1935740.000000 Penalty: 4812.790039
	Iteration 6Q: 3 clusters Score -1935740 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1936091.375000 Penalty: 4812.790039
	Iteration 7Q: 3 clusters Score -1936091 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1936424.375000 Penalty: 4812.790039
	Iteration 8Q: 3 clusters Score -1936424 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1936732.625000 Penalty: 4812.790039
	Iteration 9Q: 3 clusters Score -1936733 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1936977.875000 Penalty: 4812.790039
	Iteration 10Q: 3 clusters Score -1936978 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1937197.125000 Penalty: 4812.790039
	Iteration 11Q: 3 clusters Score -1937197 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1937383.250000 Penalty: 4812.790039
	Iteration 12Q: 3 clusters Score -1937383 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1937563.750000 Penalty: 4812.790039
	Iteration 13Q: 3 clusters Score -1937564 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1937745.000000 Penalty: 4812.790039
	Iteration 14Q: 3 clusters Score -1937745 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1937989.000000 Penalty: 4812.790039
	Iteration 15Q: 3 clusters Score -1937989 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1938309.250000 Penalty: 4812.790039
	Iteration 16Q: 3 clusters Score -1938309 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1938643.250000 Penalty: 4812.790039
	Iteration 17Q: 3 clusters Score -1938643 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1938963.375000 Penalty: 4812.790039
	Iteration 18Q: 3 clusters Score -1938963 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1939210.875000 Penalty: 4812.790039
	Iteration 19Q: 3 clusters Score -1939211 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1939391.000000 Penalty: 4812.790039
	Iteration 20F: 3 clusters Score -1939391 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1939512.625000 Penalty: 4812.790039
	Iteration 21Q: 3 clusters Score -1939513 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1939599.750000 Penalty: 4812.790039
	Iteration 22Q: 3 clusters Score -1939600 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1939653.000000 Penalty: 4812.790039
	Iteration 23Q: 3 clusters Score -1939653 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1939678.875000 Penalty: 4812.790039
	Iteration 24Q: 3 clusters Score -1939679 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1939694.750000 Penalty: 4812.790039
	Iteration 25Q: 3 clusters Score -1939695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1939725.250000 Penalty: 4812.790039
	Iteration 26Q: 3 clusters Score -1939725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1939739.875000 Penalty: 4812.790039
	Iteration 27Q: 3 clusters Score -1939740 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1939764.125000 Penalty: 4812.790039
	Iteration 28Q: 3 clusters Score -1939764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1939771.875000 Penalty: 4812.790039
	Iteration 29Q: 3 clusters Score -1939772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1939784.250000 Penalty: 4812.790039
	Iteration 30Q: 3 clusters Score -1939784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1939791.125000 Penalty: 4812.790039
	Iteration 31Q: 3 clusters Score -1939791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1939798.500000 Penalty: 4812.790039
	Iteration 32Q: 3 clusters Score -1939798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1939806.750000 Penalty: 4812.790039
	Iteration 33Q: 3 clusters Score -1939807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1939816.250000 Penalty: 4812.790039
	Iteration 34Q: 3 clusters Score -1939816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1939830.125000 Penalty: 4812.790039
	Iteration 35Q: 3 clusters Score -1939830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1939842.875000 Penalty: 4812.790039
	Iteration 36Q: 3 clusters Score -1939843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1939843.750000 Penalty: 4812.790039
	Iteration 37Q: 3 clusters Score -1939844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1939846.125000 Penalty: 4812.790039
	Iteration 38Q: 3 clusters Score -1939846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1939853.875000 Penalty: 4812.790039
	Iteration 39Q: 3 clusters Score -1939854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1939863.750000 Penalty: 4812.790039
	Iteration 40F: 3 clusters Score -1939864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1939870.750000 Penalty: 4812.790039
	Iteration 41Q: 3 clusters Score -1939871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1939873.125000 Penalty: 4812.790039
	Iteration 42Q: 3 clusters Score -1939873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1939878.375000 Penalty: 4812.790039
	Iteration 43Q: 3 clusters Score -1939878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1939879.875000 Penalty: 4812.790039
	Iteration 44Q: 3 clusters Score -1939880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1939886.500000 Penalty: 4812.790039
	Iteration 45Q: 3 clusters Score -1939886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1939887.500000 Penalty: 4812.790039
	Iteration 46Q: 3 clusters Score -1939888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1939893.625000 Penalty: 4812.790039
	Iteration 47Q: 3 clusters Score -1939894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1939900.125000 Penalty: 4812.790039
	Iteration 48Q: 3 clusters Score -1939900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1939894.000000 Penalty: 4812.790039
	Iteration 49Q: 3 clusters Score -1939894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1939896.750000 Penalty: 4812.790039
	Iteration 50Q: 3 clusters Score -1939897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1939903.750000 Penalty: 4812.790039
	Iteration 51Q: 3 clusters Score -1939904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1939902.000000 Penalty: 4812.790039
	Iteration 52Q: 3 clusters Score -1939902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1939903.375000 Penalty: 4812.790039
	Iteration 53Q: 3 clusters Score -1939903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1939907.875000 Penalty: 4812.790039
	Iteration 54Q: 3 clusters Score -1939908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1939912.000000 Penalty: 4812.790039
	Iteration 55Q: 3 clusters Score -1939912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1939908.375000 Penalty: 4812.790039
	Iteration 56Q: 3 clusters Score -1939908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1939914.625000 Penalty: 4812.790039
	Iteration 57Q: 3 clusters Score -1939915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1939913.750000 Penalty: 4812.790039
	Iteration 58Q: 3 clusters Score -1939914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1939917.375000 Penalty: 4812.790039
	Iteration 59Q: 3 clusters Score -1939917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1939918.125000 Penalty: 4812.790039
	Iteration 60F: 3 clusters Score -1939918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1939922.125000 Penalty: 4812.790039
	Iteration 61Q: 3 clusters Score -1939922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1939919.125000 Penalty: 4812.790039
	Iteration 62Q: 3 clusters Score -1939919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1939924.750000 Penalty: 4812.790039
	Iteration 63Q: 3 clusters Score -1939925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1939926.500000 Penalty: 4812.790039
	Iteration 64Q: 3 clusters Score -1939926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1939925.250000 Penalty: 4812.790039
	Iteration 65Q: 3 clusters Score -1939925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1939922.250000 Penalty: 4812.790039
	Iteration 66Q: 3 clusters Score -1939922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1939925.750000 Penalty: 4812.790039
	Iteration 67Q: 3 clusters Score -1939926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1939925.875000 Penalty: 4812.790039
	Iteration 68Q: 3 clusters Score -1939926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1939927.375000 Penalty: 4812.790039
	Iteration 69Q: 3 clusters Score -1939927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1939929.500000 Penalty: 4812.790039
	Iteration 70Q: 3 clusters Score -1939930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1939927.000000 Penalty: 4812.790039
	Iteration 71Q: 3 clusters Score -1939927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1939929.125000 Penalty: 4812.790039
	Iteration 72Q: 3 clusters Score -1939929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1939930.250000 Penalty: 4812.790039
	Iteration 73Q: 3 clusters Score -1939930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1939934.750000 Penalty: 4812.790039
	Iteration 74Q: 3 clusters Score -1939935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1939934.750000 Penalty: 4812.790039
	Iteration 75Q: 3 clusters Score -1939935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1939938.375000 Penalty: 4812.790039
	Iteration 76Q: 3 clusters Score -1939938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1939940.250000 Penalty: 4812.790039
	Iteration 77Q: 3 clusters Score -1939940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1939944.875000 Penalty: 4812.790039
	Iteration 78Q: 3 clusters Score -1939945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1939944.125000 Penalty: 4812.790039
	Iteration 79Q: 3 clusters Score -1939944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1939945.125000 Penalty: 4812.790039
	Iteration 80F: 3 clusters Score -1939945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1939944.250000 Penalty: 4812.790039
	Iteration 81Q: 3 clusters Score -1939944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1939945.000000 Penalty: 4812.790039
	Iteration 82Q: 3 clusters Score -1939945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1939949.625000 Penalty: 4812.790039
	Iteration 83Q: 3 clusters Score -1939950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1939949.250000 Penalty: 4812.790039
	Iteration 84Q: 3 clusters Score -1939949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1939948.875000 Penalty: 4812.790039
	Iteration 85Q: 3 clusters Score -1939949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1939952.000000 Penalty: 4812.790039
	Iteration 86Q: 3 clusters Score -1939952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1939950.750000 Penalty: 4812.790039
	Iteration 87Q: 3 clusters Score -1939951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1939951.500000 Penalty: 4812.790039
	Iteration 88Q: 3 clusters Score -1939952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1939951.250000 Penalty: 4812.790039
	Iteration 89Q: 3 clusters Score -1939951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1939950.000000 Penalty: 4812.790039
	Iteration 90Q: 3 clusters Score -1939950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1939950.125000 Penalty: 4812.790039
	Iteration 91Q: 3 clusters Score -1939950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1939952.750000 Penalty: 4812.790039
	Iteration 92Q: 3 clusters Score -1939953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1939958.375000 Penalty: 4812.790039
	Iteration 93Q: 3 clusters Score -1939958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1939959.000000 Penalty: 4812.790039
	Iteration 94Q: 3 clusters Score -1939959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1939955.625000 Penalty: 4812.790039
	Iteration 95Q: 3 clusters Score -1939956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1939955.125000 Penalty: 4812.790039
	Iteration 96Q: 3 clusters Score -1939955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1939954.125000 Penalty: 4812.790039
	Iteration 97Q: 3 clusters Score -1939954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1939956.750000 Penalty: 4812.790039
	Iteration 98Q: 3 clusters Score -1939957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1939959.000000 Penalty: 4812.790039
	Iteration 99Q: 3 clusters Score -1939959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1939956.750000 Penalty: 4812.790039
	Iteration 100F: 3 clusters Score -1939957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1939959.000000 Penalty: 4812.790039
	Iteration 101Q: 3 clusters Score -1939959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1939961.125000 Penalty: 4812.790039
	Iteration 102Q: 3 clusters Score -1939961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1939961.125000 Penalty: 4812.790039
	Iteration 103F: 3 clusters Score -1939961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Entering Unmasked Estep 
Score: -2576392.750000 Penalty: 2477.721191
	Iteration 0F: 2 clusters Score -2576393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2561121.000000 Penalty: 4955.442383
	Iteration 0F: 3 clusters Score -2561121 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2566366.750000 Penalty: 4955.442383
	Iteration 1F: 3 clusters Score -2566367 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2566791.500000 Penalty: 4955.442383
	Iteration 2F: 3 clusters Score -2566792 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2567148.500000 Penalty: 4955.442383
	Iteration 3Q: 3 clusters Score -2567148 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2567522.500000 Penalty: 4955.442383
	Iteration 4Q: 3 clusters Score -2567522 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2567953.000000 Penalty: 4955.442383
	Iteration 5Q: 3 clusters Score -2567953 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2568483.500000 Penalty: 4955.442383
	Iteration 6Q: 3 clusters Score -2568484 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2569102.500000 Penalty: 4955.442383
	Iteration 7F: 3 clusters Score -2569102 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2569662.250000 Penalty: 4955.442383
	Iteration 8F: 3 clusters Score -2569662 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2570140.000000 Penalty: 4955.442383
	Iteration 9Q: 3 clusters Score -2570140 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2570601.500000 Penalty: 4955.442383
	Iteration 10Q: 3 clusters Score -2570602 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2571109.500000 Penalty: 4955.442383
	Iteration 11Q: 3 clusters Score -2571110 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2571667.500000 Penalty: 4955.442383
	Iteration 12Q: 3 clusters Score -2571668 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2572296.500000 Penalty: 4955.442383
	Iteration 13Q: 3 clusters Score -2572296 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2572926.250000 Penalty: 4955.442383
	Iteration 14Q: 3 clusters Score -2572926 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2573490.500000 Penalty: 4955.442383
	Iteration 15Q: 3 clusters Score -2573490 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2573947.750000 Penalty: 4955.442383
	Iteration 16Q: 3 clusters Score -2573948 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2574281.000000 Penalty: 4955.442383
	Iteration 17Q: 3 clusters Score -2574281 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2574553.250000 Penalty: 4955.442383
	Iteration 18Q: 3 clusters Score -2574553 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2574722.500000 Penalty: 4955.442383
	Iteration 19Q: 3 clusters Score -2574722 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2574836.000000 Penalty: 4955.442383
	Iteration 20F: 3 clusters Score -2574836 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2574908.250000 Penalty: 4955.442383
	Iteration 21Q: 3 clusters Score -2574908 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2574966.250000 Penalty: 4955.442383
	Iteration 22Q: 3 clusters Score -2574966 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2575019.750000 Penalty: 4955.442383
	Iteration 23Q: 3 clusters Score -2575020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2575072.500000 Penalty: 4955.442383
	Iteration 24Q: 3 clusters Score -2575072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2575109.250000 Penalty: 4955.442383
	Iteration 25Q: 3 clusters Score -2575109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2575134.250000 Penalty: 4955.442383
	Iteration 26Q: 3 clusters Score -2575134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2575162.750000 Penalty: 4955.442383
	Iteration 27Q: 3 clusters Score -2575163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2575186.500000 Penalty: 4955.442383
	Iteration 28Q: 3 clusters Score -2575186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2575205.750000 Penalty: 4955.442383
	Iteration 29Q: 3 clusters Score -2575206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2575212.500000 Penalty: 4955.442383
	Iteration 30Q: 3 clusters Score -2575212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2575222.250000 Penalty: 4955.442383
	Iteration 31Q: 3 clusters Score -2575222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2575227.250000 Penalty: 4955.442383
	Iteration 32Q: 3 clusters Score -2575227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2575226.750000 Penalty: 4955.442383
	Iteration 33Q: 3 clusters Score -2575227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2575232.000000 Penalty: 4955.442383
	Iteration 34Q: 3 clusters Score -2575232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2575236.250000 Penalty: 4955.442383
	Iteration 35Q: 3 clusters Score -2575236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2575234.000000 Penalty: 4955.442383
	Iteration 36Q: 3 clusters Score -2575234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2575233.000000 Penalty: 4955.442383
	Iteration 37Q: 3 clusters Score -2575233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2575234.250000 Penalty: 4955.442383
	Iteration 38Q: 3 clusters Score -2575234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2575234.250000 Penalty: 4955.442383
	Iteration 39F: 3 clusters Score -2575234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -348006.031250 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -348006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -345191.000000 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -345191 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -346138.250000 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -346138.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -346611.562500 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -346611.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -346889.218750 Penalty: 3874.537842
	Iteration 3F: 3 clusters Score -346889.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -347066.125000 Penalty: 3874.537842
	Iteration 4F: 3 clusters Score -347066.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -347182.656250 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -347182.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -347252.250000 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -347252.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -347294.468750 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -347294.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -347325.343750 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -347325.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -347364.312500 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -347364.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -347421.218750 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -347421.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -347475.218750 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -347475.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -347517.187500 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -347517.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -347584.781250 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -347584.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -347609.093750 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -347609.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -347632.375000 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -347632.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -347689.500000 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -347689.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -347736.875000 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -347736.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -347769.937500 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -347769.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -347790.875000 Penalty: 3874.537842
	Iteration 19Q: 3 clusters Score -347790.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -347803.218750 Penalty: 3874.537842
	Iteration 20F: 3 clusters Score -347803.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -347814.125000 Penalty: 3874.537842
	Iteration 21Q: 3 clusters Score -347814.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -347819.656250 Penalty: 3874.537842
	Iteration 22Q: 3 clusters Score -347819.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -347822.531250 Penalty: 3874.537842
	Iteration 23Q: 3 clusters Score -347822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -347823.593750 Penalty: 3874.537842
	Iteration 24Q: 3 clusters Score -347823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -347824.593750 Penalty: 3874.537842
	Iteration 25Q: 3 clusters Score -347824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -347824.593750 Penalty: 3874.537842
	Iteration 26Q: 3 clusters Score -347824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -347826.468750 Penalty: 3874.537842
	Iteration 27Q: 3 clusters Score -347826.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -347830.968750 Penalty: 3874.537842
	Iteration 28Q: 3 clusters Score -347831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -347832.937500 Penalty: 3874.537842
	Iteration 29Q: 3 clusters Score -347832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -347833.500000 Penalty: 3874.537842
	Iteration 30Q: 3 clusters Score -347833.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -347833.500000 Penalty: 3874.537842
	Iteration 31F: 3 clusters Score -347833.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -575652.500000 Penalty: 2114.878906
	Iteration 0F: 2 clusters Score -575652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -571119.500000 Penalty: 4229.757812
	Iteration 0F: 3 clusters Score -571119.5 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -572283.687500 Penalty: 4229.757812
	Iteration 1F: 3 clusters Score -572283.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -572651.875000 Penalty: 4229.757812
	Iteration 2F: 3 clusters Score -572651.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -572966.375000 Penalty: 4229.757812
	Iteration 3F: 3 clusters Score -572966.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -573256.687500 Penalty: 4229.757812
	Iteration 4F: 3 clusters Score -573256.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -573524.062500 Penalty: 4229.757812
	Iteration 5F: 3 clusters Score -573524.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -573768.250000 Penalty: 4229.757812
	Iteration 6F: 3 clusters Score -573768.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -573976.250000 Penalty: 4229.757812
	Iteration 7Q: 3 clusters Score -573976.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -574099.812500 Penalty: 4229.757812
	Iteration 8Q: 3 clusters Score -574099.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -574174.062500 Penalty: 4229.757812
	Iteration 9Q: 3 clusters Score -574174.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -574239.937500 Penalty: 4229.757812
	Iteration 10Q: 3 clusters Score -574239.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -574299.250000 Penalty: 4229.757812
	Iteration 11Q: 3 clusters Score -574299.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -574336.750000 Penalty: 4229.757812
	Iteration 12Q: 3 clusters Score -574336.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -574363.750000 Penalty: 4229.757812
	Iteration 13Q: 3 clusters Score -574363.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -574379.312500 Penalty: 4229.757812
	Iteration 14Q: 3 clusters Score -574379.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -574393.500000 Penalty: 4229.757812
	Iteration 15Q: 3 clusters Score -574393.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -574407.750000 Penalty: 4229.757812
	Iteration 16Q: 3 clusters Score -574407.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -574418.875000 Penalty: 4229.757812
	Iteration 17Q: 3 clusters Score -574418.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -574425.875000 Penalty: 4229.757812
	Iteration 18Q: 3 clusters Score -574425.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -574430.937500 Penalty: 4229.757812
	Iteration 19Q: 3 clusters Score -574430.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -574439.187500 Penalty: 4229.757812
	Iteration 20F: 3 clusters Score -574439.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -574450.687500 Penalty: 4229.757812
	Iteration 21Q: 3 clusters Score -574450.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -574461.687500 Penalty: 4229.757812
	Iteration 22Q: 3 clusters Score -574461.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -574470.250000 Penalty: 4229.757812
	Iteration 23Q: 3 clusters Score -574470.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -574479.562500 Penalty: 4229.757812
	Iteration 24Q: 3 clusters Score -574479.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -574496.312500 Penalty: 4229.757812
	Iteration 25Q: 3 clusters Score -574496.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -574525.437500 Penalty: 4229.757812
	Iteration 26Q: 3 clusters Score -574525.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -574544.687500 Penalty: 4229.757812
	Iteration 27Q: 3 clusters Score -574544.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -574566.000000 Penalty: 4229.757812
	Iteration 28Q: 3 clusters Score -574566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -574584.062500 Penalty: 4229.757812
	Iteration 29Q: 3 clusters Score -574584.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -574596.625000 Penalty: 4229.757812
	Iteration 30Q: 3 clusters Score -574596.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -574608.312500 Penalty: 4229.757812
	Iteration 31Q: 3 clusters Score -574608.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -574618.562500 Penalty: 4229.757812
	Iteration 32Q: 3 clusters Score -574618.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -574633.562500 Penalty: 4229.757812
	Iteration 33Q: 3 clusters Score -574633.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -574646.500000 Penalty: 4229.757812
	Iteration 34Q: 3 clusters Score -574646.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -574655.500000 Penalty: 4229.757812
	Iteration 35Q: 3 clusters Score -574655.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -574662.312500 Penalty: 4229.757812
	Iteration 36Q: 3 clusters Score -574662.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -574671.312500 Penalty: 4229.757812
	Iteration 37Q: 3 clusters Score -574671.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -574680.125000 Penalty: 4229.757812
	Iteration 38Q: 3 clusters Score -574680.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -574689.812500 Penalty: 4229.757812
	Iteration 39Q: 3 clusters Score -574689.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -574701.812500 Penalty: 4229.757812
	Iteration 40F: 3 clusters Score -574701.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -574711.250000 Penalty: 4229.757812
	Iteration 41Q: 3 clusters Score -574711.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -574719.750000 Penalty: 4229.757812
	Iteration 42Q: 3 clusters Score -574719.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -574728.187500 Penalty: 4229.757812
	Iteration 43Q: 3 clusters Score -574728.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -574737.875000 Penalty: 4229.757812
	Iteration 44Q: 3 clusters Score -574737.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -574745.562500 Penalty: 4229.757812
	Iteration 45Q: 3 clusters Score -574745.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -574752.687500 Penalty: 4229.757812
	Iteration 46Q: 3 clusters Score -574752.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -574764.375000 Penalty: 4229.757812
	Iteration 47Q: 3 clusters Score -574764.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -574777.437500 Penalty: 4229.757812
	Iteration 48Q: 3 clusters Score -574777.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -574795.500000 Penalty: 4229.757812
	Iteration 49Q: 3 clusters Score -574795.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -574813.437500 Penalty: 4229.757812
	Iteration 50Q: 3 clusters Score -574813.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -574841.312500 Penalty: 4229.757812
	Iteration 51Q: 3 clusters Score -574841.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -574864.875000 Penalty: 4229.757812
	Iteration 52Q: 3 clusters Score -574864.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -574890.312500 Penalty: 4229.757812
	Iteration 53Q: 3 clusters Score -574890.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -574919.625000 Penalty: 4229.757812
	Iteration 54Q: 3 clusters Score -574919.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -574955.375000 Penalty: 4229.757812
	Iteration 55Q: 3 clusters Score -574955.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -574987.687500 Penalty: 4229.757812
	Iteration 56Q: 3 clusters Score -574987.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -575015.062500 Penalty: 4229.757812
	Iteration 57Q: 3 clusters Score -575015.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -575033.875000 Penalty: 4229.757812
	Iteration 58Q: 3 clusters Score -575033.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -575048.437500 Penalty: 4229.757812
	Iteration 59Q: 3 clusters Score -575048.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -575057.437500 Penalty: 4229.757812
	Iteration 60F: 3 clusters Score -575057.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -575062.125000 Penalty: 4229.757812
	Iteration 61Q: 3 clusters Score -575062.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -575066.437500 Penalty: 4229.757812
	Iteration 62Q: 3 clusters Score -575066.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -575069.562500 Penalty: 4229.757812
	Iteration 63Q: 3 clusters Score -575069.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -575072.375000 Penalty: 4229.757812
	Iteration 64Q: 3 clusters Score -575072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -575072.187500 Penalty: 4229.757812
	Iteration 65Q: 3 clusters Score -575072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -575072.562500 Penalty: 4229.757812
	Iteration 66Q: 3 clusters Score -575072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -575072.937500 Penalty: 4229.757812
	Iteration 67Q: 3 clusters Score -575072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -575074.000000 Penalty: 4229.757812
	Iteration 68Q: 3 clusters Score -575074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -575077.562500 Penalty: 4229.757812
	Iteration 69Q: 3 clusters Score -575077.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -575078.062500 Penalty: 4229.757812
	Iteration 70Q: 3 clusters Score -575078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -575080.750000 Penalty: 4229.757812
	Iteration 71Q: 3 clusters Score -575080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -575081.812500 Penalty: 4229.757812
	Iteration 72Q: 3 clusters Score -575081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -575082.750000 Penalty: 4229.757812
	Iteration 73Q: 3 clusters Score -575082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -575085.750000 Penalty: 4229.757812
	Iteration 74Q: 3 clusters Score -575085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -575085.750000 Penalty: 4229.757812
	Iteration 75Q: 3 clusters Score -575085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -575087.812500 Penalty: 4229.757812
	Iteration 76Q: 3 clusters Score -575087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -575089.937500 Penalty: 4229.757812
	Iteration 77Q: 3 clusters Score -575089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -575089.000000 Penalty: 4229.757812
	Iteration 78Q: 3 clusters Score -575089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -575090.000000 Penalty: 4229.757812
	Iteration 79Q: 3 clusters Score -575090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -575090.625000 Penalty: 4229.757812
	Iteration 80F: 3 clusters Score -575090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -575090.437500 Penalty: 4229.757812
	Iteration 81Q: 3 clusters Score -575090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -575090.812500 Penalty: 4229.757812
	Iteration 82Q: 3 clusters Score -575090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -575093.125000 Penalty: 4229.757812
	Iteration 83Q: 3 clusters Score -575093.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -575094.750000 Penalty: 4229.757812
	Iteration 84Q: 3 clusters Score -575094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -575102.875000 Penalty: 4229.757812
	Iteration 85Q: 3 clusters Score -575102.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -575106.187500 Penalty: 4229.757812
	Iteration 86Q: 3 clusters Score -575106.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -575112.312500 Penalty: 4229.757812
	Iteration 87Q: 3 clusters Score -575112.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -575118.125000 Penalty: 4229.757812
	Iteration 88Q: 3 clusters Score -575118.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -575123.437500 Penalty: 4229.757812
	Iteration 89Q: 3 clusters Score -575123.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -575128.312500 Penalty: 4229.757812
	Iteration 90Q: 3 clusters Score -575128.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -575136.812500 Penalty: 4229.757812
	Iteration 91Q: 3 clusters Score -575136.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -575144.812500 Penalty: 4229.757812
	Iteration 92Q: 3 clusters Score -575144.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -575153.500000 Penalty: 4229.757812
	Iteration 93Q: 3 clusters Score -575153.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -575163.812500 Penalty: 4229.757812
	Iteration 94Q: 3 clusters Score -575163.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -575170.250000 Penalty: 4229.757812
	Iteration 95Q: 3 clusters Score -575170.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -575176.250000 Penalty: 4229.757812
	Iteration 96Q: 3 clusters Score -575176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -575178.687500 Penalty: 4229.757812
	Iteration 97Q: 3 clusters Score -575178.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -575184.250000 Penalty: 4229.757812
	Iteration 98Q: 3 clusters Score -575184.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -575190.937500 Penalty: 4229.757812
	Iteration 99Q: 3 clusters Score -575190.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -575198.875000 Penalty: 4229.757812
	Iteration 100F: 3 clusters Score -575198.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -575203.062500 Penalty: 4229.757812
	Iteration 101Q: 3 clusters Score -575203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -575209.500000 Penalty: 4229.757812
	Iteration 102Q: 3 clusters Score -575209.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -575216.000000 Penalty: 4229.757812
	Iteration 103Q: 3 clusters Score -575216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -575224.562500 Penalty: 4229.757812
	Iteration 104Q: 3 clusters Score -575224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -575228.625000 Penalty: 4229.757812
	Iteration 105Q: 3 clusters Score -575228.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -575234.062500 Penalty: 4229.757812
	Iteration 106Q: 3 clusters Score -575234.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -575236.750000 Penalty: 4229.757812
	Iteration 107Q: 3 clusters Score -575236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -575237.937500 Penalty: 4229.757812
	Iteration 108Q: 3 clusters Score -575237.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -575238.062500 Penalty: 4229.757812
	Iteration 109Q: 3 clusters Score -575238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -575241.312500 Penalty: 4229.757812
	Iteration 110Q: 3 clusters Score -575241.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -575245.562500 Penalty: 4229.757812
	Iteration 111Q: 3 clusters Score -575245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -575247.687500 Penalty: 4229.757812
	Iteration 112Q: 3 clusters Score -575247.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -575250.187500 Penalty: 4229.757812
	Iteration 113Q: 3 clusters Score -575250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -575249.875000 Penalty: 4229.757812
	Iteration 114Q: 3 clusters Score -575249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -575249.875000 Penalty: 4229.757812
	Iteration 115F: 3 clusters Score -575249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Entering Unmasked Estep 
Score: -2536700.500000 Penalty: 2472.774902
	Iteration 0F: 2 clusters Score -2536700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2521826.750000 Penalty: 4945.549805
	Iteration 0F: 3 clusters Score -2521827 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2526932.750000 Penalty: 4945.549805
	Iteration 1F: 3 clusters Score -2526933 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2527437.750000 Penalty: 4945.549805
	Iteration 2F: 3 clusters Score -2527438 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2527990.750000 Penalty: 4945.549805
	Iteration 3F: 3 clusters Score -2527991 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2528660.500000 Penalty: 4945.549805
	Iteration 4F: 3 clusters Score -2528660 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2529483.250000 Penalty: 4945.549805
	Iteration 5F: 3 clusters Score -2529483 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2530463.750000 Penalty: 4945.549805
	Iteration 6F: 3 clusters Score -2530464 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2531438.750000 Penalty: 4945.549805
	Iteration 7F: 3 clusters Score -2531439 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2532277.000000 Penalty: 4945.549805
	Iteration 8Q: 3 clusters Score -2532277 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2532920.750000 Penalty: 4945.549805
	Iteration 9Q: 3 clusters Score -2532921 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2533410.000000 Penalty: 4945.549805
	Iteration 10Q: 3 clusters Score -2533410 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2533777.500000 Penalty: 4945.549805
	Iteration 11Q: 3 clusters Score -2533778 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2534003.750000 Penalty: 4945.549805
	Iteration 12Q: 3 clusters Score -2534004 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2534176.000000 Penalty: 4945.549805
	Iteration 13Q: 3 clusters Score -2534176 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2534273.250000 Penalty: 4945.549805
	Iteration 14Q: 3 clusters Score -2534273 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2534331.750000 Penalty: 4945.549805
	Iteration 15Q: 3 clusters Score -2534332 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2534379.500000 Penalty: 4945.549805
	Iteration 16Q: 3 clusters Score -2534380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2534410.000000 Penalty: 4945.549805
	Iteration 17Q: 3 clusters Score -2534410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2534434.000000 Penalty: 4945.549805
	Iteration 18Q: 3 clusters Score -2534434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2534465.250000 Penalty: 4945.549805
	Iteration 19Q: 3 clusters Score -2534465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2534486.750000 Penalty: 4945.549805
	Iteration 20F: 3 clusters Score -2534487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2534504.500000 Penalty: 4945.549805
	Iteration 21Q: 3 clusters Score -2534504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2534522.000000 Penalty: 4945.549805
	Iteration 22Q: 3 clusters Score -2534522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2534538.250000 Penalty: 4945.549805
	Iteration 23Q: 3 clusters Score -2534538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2534548.250000 Penalty: 4945.549805
	Iteration 24Q: 3 clusters Score -2534548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2534559.000000 Penalty: 4945.549805
	Iteration 25Q: 3 clusters Score -2534559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2534578.000000 Penalty: 4945.549805
	Iteration 26Q: 3 clusters Score -2534578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2534595.750000 Penalty: 4945.549805
	Iteration 27Q: 3 clusters Score -2534596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2534606.500000 Penalty: 4945.549805
	Iteration 28Q: 3 clusters Score -2534606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2534612.000000 Penalty: 4945.549805
	Iteration 29Q: 3 clusters Score -2534612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2534613.250000 Penalty: 4945.549805
	Iteration 30Q: 3 clusters Score -2534613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2534614.750000 Penalty: 4945.549805
	Iteration 31Q: 3 clusters Score -2534615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2534619.750000 Penalty: 4945.549805
	Iteration 32Q: 3 clusters Score -2534620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2534622.500000 Penalty: 4945.549805
	Iteration 33Q: 3 clusters Score -2534622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2534627.000000 Penalty: 4945.549805
	Iteration 34Q: 3 clusters Score -2534627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2534628.250000 Penalty: 4945.549805
	Iteration 35Q: 3 clusters Score -2534628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2534631.250000 Penalty: 4945.549805
	Iteration 36Q: 3 clusters Score -2534631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2534633.000000 Penalty: 4945.549805
	Iteration 37Q: 3 clusters Score -2534633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2534638.000000 Penalty: 4945.549805
	Iteration 38Q: 3 clusters Score -2534638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2534637.500000 Penalty: 4945.549805
	Iteration 39Q: 3 clusters Score -2534638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2534638.250000 Penalty: 4945.549805
	Iteration 40F: 3 clusters Score -2534638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2534642.250000 Penalty: 4945.549805
	Iteration 41Q: 3 clusters Score -2534642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2534643.750000 Penalty: 4945.549805
	Iteration 42Q: 3 clusters Score -2534644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2534646.250000 Penalty: 4945.549805
	Iteration 43Q: 3 clusters Score -2534646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2534646.000000 Penalty: 4945.549805
	Iteration 44Q: 3 clusters Score -2534646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2534645.500000 Penalty: 4945.549805
	Iteration 45Q: 3 clusters Score -2534646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2534646.500000 Penalty: 4945.549805
	Iteration 46Q: 3 clusters Score -2534646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2534651.000000 Penalty: 4945.549805
	Iteration 47Q: 3 clusters Score -2534651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2534648.500000 Penalty: 4945.549805
	Iteration 48Q: 3 clusters Score -2534648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2534651.500000 Penalty: 4945.549805
	Iteration 49Q: 3 clusters Score -2534652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2534655.500000 Penalty: 4945.549805
	Iteration 50Q: 3 clusters Score -2534656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2534652.750000 Penalty: 4945.549805
	Iteration 51Q: 3 clusters Score -2534653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2534654.250000 Penalty: 4945.549805
	Iteration 52Q: 3 clusters Score -2534654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2534656.000000 Penalty: 4945.549805
	Iteration 53Q: 3 clusters Score -2534656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2534654.750000 Penalty: 4945.549805
	Iteration 54Q: 3 clusters Score -2534655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2534655.750000 Penalty: 4945.549805
	Iteration 55Q: 3 clusters Score -2534656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2534655.750000 Penalty: 4945.549805
	Iteration 56F: 3 clusters Score -2534656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Entering Unmasked Estep 
Score: -1070786.875000 Penalty: 2298.052734
	Iteration 0F: 2 clusters Score -1070787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1062887.125000 Penalty: 4596.105469
	Iteration 0F: 3 clusters Score -1062887 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1065841.500000 Penalty: 4596.105469
	Iteration 1F: 3 clusters Score -1065842 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1066634.500000 Penalty: 4596.105469
	Iteration 2F: 3 clusters Score -1066634 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1067305.625000 Penalty: 4596.105469
	Iteration 3F: 3 clusters Score -1067306 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1067786.500000 Penalty: 4596.105469
	Iteration 4F: 3 clusters Score -1067786 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1068140.000000 Penalty: 4596.105469
	Iteration 5F: 3 clusters Score -1068140 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1068443.500000 Penalty: 4596.105469
	Iteration 6Q: 3 clusters Score -1068444 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1068647.500000 Penalty: 4596.105469
	Iteration 7Q: 3 clusters Score -1068648 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1068794.750000 Penalty: 4596.105469
	Iteration 8Q: 3 clusters Score -1068795 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1068907.875000 Penalty: 4596.105469
	Iteration 9Q: 3 clusters Score -1068908 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1069011.375000 Penalty: 4596.105469
	Iteration 10Q: 3 clusters Score -1069011 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1069098.875000 Penalty: 4596.105469
	Iteration 11Q: 3 clusters Score -1069099 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1069186.250000 Penalty: 4596.105469
	Iteration 12Q: 3 clusters Score -1069186 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1069261.625000 Penalty: 4596.105469
	Iteration 13Q: 3 clusters Score -1069262 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1069316.750000 Penalty: 4596.105469
	Iteration 14Q: 3 clusters Score -1069317 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1069359.500000 Penalty: 4596.105469
	Iteration 15Q: 3 clusters Score -1069360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1069403.375000 Penalty: 4596.105469
	Iteration 16Q: 3 clusters Score -1069403 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1069438.750000 Penalty: 4596.105469
	Iteration 17Q: 3 clusters Score -1069439 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1069480.750000 Penalty: 4596.105469
	Iteration 18Q: 3 clusters Score -1069481 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1069527.375000 Penalty: 4596.105469
	Iteration 19Q: 3 clusters Score -1069527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1069569.625000 Penalty: 4596.105469
	Iteration 20F: 3 clusters Score -1069570 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1069625.500000 Penalty: 4596.105469
	Iteration 21Q: 3 clusters Score -1069626 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1069673.875000 Penalty: 4596.105469
	Iteration 22Q: 3 clusters Score -1069674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1069715.625000 Penalty: 4596.105469
	Iteration 23Q: 3 clusters Score -1069716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1069753.125000 Penalty: 4596.105469
	Iteration 24Q: 3 clusters Score -1069753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1069783.375000 Penalty: 4596.105469
	Iteration 25Q: 3 clusters Score -1069783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1069814.500000 Penalty: 4596.105469
	Iteration 26Q: 3 clusters Score -1069814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1069830.125000 Penalty: 4596.105469
	Iteration 27Q: 3 clusters Score -1069830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1069853.250000 Penalty: 4596.105469
	Iteration 28Q: 3 clusters Score -1069853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1069873.500000 Penalty: 4596.105469
	Iteration 29Q: 3 clusters Score -1069874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1069885.500000 Penalty: 4596.105469
	Iteration 30Q: 3 clusters Score -1069886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1069901.625000 Penalty: 4596.105469
	Iteration 31Q: 3 clusters Score -1069902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1069919.625000 Penalty: 4596.105469
	Iteration 32Q: 3 clusters Score -1069920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1069937.625000 Penalty: 4596.105469
	Iteration 33Q: 3 clusters Score -1069938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1069951.750000 Penalty: 4596.105469
	Iteration 34Q: 3 clusters Score -1069952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1069961.375000 Penalty: 4596.105469
	Iteration 35Q: 3 clusters Score -1069961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1069980.750000 Penalty: 4596.105469
	Iteration 36Q: 3 clusters Score -1069981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1070001.875000 Penalty: 4596.105469
	Iteration 37Q: 3 clusters Score -1070002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1070027.750000 Penalty: 4596.105469
	Iteration 38Q: 3 clusters Score -1070028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1070037.375000 Penalty: 4596.105469
	Iteration 39Q: 3 clusters Score -1070037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1070047.875000 Penalty: 4596.105469
	Iteration 40F: 3 clusters Score -1070048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1070055.875000 Penalty: 4596.105469
	Iteration 41Q: 3 clusters Score -1070056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1070061.250000 Penalty: 4596.105469
	Iteration 42Q: 3 clusters Score -1070061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1070067.250000 Penalty: 4596.105469
	Iteration 43Q: 3 clusters Score -1070067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1070075.125000 Penalty: 4596.105469
	Iteration 44Q: 3 clusters Score -1070075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1070085.625000 Penalty: 4596.105469
	Iteration 45Q: 3 clusters Score -1070086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1070095.250000 Penalty: 4596.105469
	Iteration 46Q: 3 clusters Score -1070095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1070103.125000 Penalty: 4596.105469
	Iteration 47Q: 3 clusters Score -1070103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1070112.000000 Penalty: 4596.105469
	Iteration 48Q: 3 clusters Score -1070112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1070117.375000 Penalty: 4596.105469
	Iteration 49Q: 3 clusters Score -1070117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1070122.125000 Penalty: 4596.105469
	Iteration 50Q: 3 clusters Score -1070122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1070126.500000 Penalty: 4596.105469
	Iteration 51Q: 3 clusters Score -1070126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1070128.750000 Penalty: 4596.105469
	Iteration 52Q: 3 clusters Score -1070129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1070127.375000 Penalty: 4596.105469
	Iteration 53Q: 3 clusters Score -1070127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1070127.500000 Penalty: 4596.105469
	Iteration 54Q: 3 clusters Score -1070128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1070129.000000 Penalty: 4596.105469
	Iteration 55Q: 3 clusters Score -1070129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1070130.500000 Penalty: 4596.105469
	Iteration 56Q: 3 clusters Score -1070130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1070132.625000 Penalty: 4596.105469
	Iteration 57Q: 3 clusters Score -1070133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1070132.875000 Penalty: 4596.105469
	Iteration 58Q: 3 clusters Score -1070133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1070132.875000 Penalty: 4596.105469
	Iteration 59F: 3 clusters Score -1070133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Entering Unmasked Estep 
Score: -1080692.000000 Penalty: 2267.814697
	Iteration 0F: 2 clusters Score -1080692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1073511.000000 Penalty: 4535.629395
	Iteration 0F: 3 clusters Score -1073511 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1075540.875000 Penalty: 4535.629395
	Iteration 1F: 3 clusters Score -1075541 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1075953.125000 Penalty: 4535.629395
	Iteration 2F: 3 clusters Score -1075953 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1076339.500000 Penalty: 4535.629395
	Iteration 3F: 3 clusters Score -1076340 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1076752.750000 Penalty: 4535.629395
	Iteration 4F: 3 clusters Score -1076753 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1077188.250000 Penalty: 4535.629395
	Iteration 5F: 3 clusters Score -1077188 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1077558.000000 Penalty: 4535.629395
	Iteration 6F: 3 clusters Score -1077558 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1077897.750000 Penalty: 4535.629395
	Iteration 7Q: 3 clusters Score -1077898 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1078171.375000 Penalty: 4535.629395
	Iteration 8Q: 3 clusters Score -1078171 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1078371.250000 Penalty: 4535.629395
	Iteration 9Q: 3 clusters Score -1078371 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1078546.000000 Penalty: 4535.629395
	Iteration 10Q: 3 clusters Score -1078546 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1078709.250000 Penalty: 4535.629395
	Iteration 11Q: 3 clusters Score -1078709 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1078870.000000 Penalty: 4535.629395
	Iteration 12Q: 3 clusters Score -1078870 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1079039.500000 Penalty: 4535.629395
	Iteration 13Q: 3 clusters Score -1079040 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1079175.750000 Penalty: 4535.629395
	Iteration 14Q: 3 clusters Score -1079176 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1079280.875000 Penalty: 4535.629395
	Iteration 15Q: 3 clusters Score -1079281 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1079382.250000 Penalty: 4535.629395
	Iteration 16Q: 3 clusters Score -1079382 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1079470.375000 Penalty: 4535.629395
	Iteration 17Q: 3 clusters Score -1079470 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1079530.500000 Penalty: 4535.629395
	Iteration 18Q: 3 clusters Score -1079530 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1079584.375000 Penalty: 4535.629395
	Iteration 19Q: 3 clusters Score -1079584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1079618.750000 Penalty: 4535.629395
	Iteration 20F: 3 clusters Score -1079619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1079646.750000 Penalty: 4535.629395
	Iteration 21Q: 3 clusters Score -1079647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1079671.000000 Penalty: 4535.629395
	Iteration 22Q: 3 clusters Score -1079671 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1079686.625000 Penalty: 4535.629395
	Iteration 23Q: 3 clusters Score -1079687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1079697.375000 Penalty: 4535.629395
	Iteration 24Q: 3 clusters Score -1079697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1079703.250000 Penalty: 4535.629395
	Iteration 25Q: 3 clusters Score -1079703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1079705.875000 Penalty: 4535.629395
	Iteration 26Q: 3 clusters Score -1079706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1079708.125000 Penalty: 4535.629395
	Iteration 27Q: 3 clusters Score -1079708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1079712.750000 Penalty: 4535.629395
	Iteration 28Q: 3 clusters Score -1079713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1079712.750000 Penalty: 4535.629395
	Iteration 29Q: 3 clusters Score -1079713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1079716.625000 Penalty: 4535.629395
	Iteration 30Q: 3 clusters Score -1079717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1079721.000000 Penalty: 4535.629395
	Iteration 31Q: 3 clusters Score -1079721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1079720.375000 Penalty: 4535.629395
	Iteration 32Q: 3 clusters Score -1079720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1079722.125000 Penalty: 4535.629395
	Iteration 33Q: 3 clusters Score -1079722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1079726.500000 Penalty: 4535.629395
	Iteration 34Q: 3 clusters Score -1079726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1079725.625000 Penalty: 4535.629395
	Iteration 35Q: 3 clusters Score -1079726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1079726.750000 Penalty: 4535.629395
	Iteration 36Q: 3 clusters Score -1079727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1079728.250000 Penalty: 4535.629395
	Iteration 37Q: 3 clusters Score -1079728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1079727.500000 Penalty: 4535.629395
	Iteration 38Q: 3 clusters Score -1079728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1079727.500000 Penalty: 4535.629395
	Iteration 39F: 3 clusters Score -1079728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Entering Unmasked Estep 
Score: -563486.000000 Penalty: 2109.871582
	Iteration 0F: 2 clusters Score -563486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -559028.812500 Penalty: 4219.743164
	Iteration 0F: 3 clusters Score -559028.8 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -560131.812500 Penalty: 4219.743164
	Iteration 1F: 3 clusters Score -560131.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -560370.250000 Penalty: 4219.743164
	Iteration 2F: 3 clusters Score -560370.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -560535.437500 Penalty: 4219.743164
	Iteration 3F: 3 clusters Score -560535.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -560714.750000 Penalty: 4219.743164
	Iteration 4Q: 3 clusters Score -560714.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -560902.125000 Penalty: 4219.743164
	Iteration 5Q: 3 clusters Score -560902.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -561123.562500 Penalty: 4219.743164
	Iteration 6Q: 3 clusters Score -561123.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -561344.000000 Penalty: 4219.743164
	Iteration 7F: 3 clusters Score -561344 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -561550.937500 Penalty: 4219.743164
	Iteration 8Q: 3 clusters Score -561550.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -561707.687500 Penalty: 4219.743164
	Iteration 9Q: 3 clusters Score -561707.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -561817.687500 Penalty: 4219.743164
	Iteration 10Q: 3 clusters Score -561817.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -561870.000000 Penalty: 4219.743164
	Iteration 11Q: 3 clusters Score -561870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -561904.500000 Penalty: 4219.743164
	Iteration 12Q: 3 clusters Score -561904.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -561931.875000 Penalty: 4219.743164
	Iteration 13Q: 3 clusters Score -561931.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -561950.000000 Penalty: 4219.743164
	Iteration 14Q: 3 clusters Score -561950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -561965.375000 Penalty: 4219.743164
	Iteration 15Q: 3 clusters Score -561965.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -561975.250000 Penalty: 4219.743164
	Iteration 16Q: 3 clusters Score -561975.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -561980.500000 Penalty: 4219.743164
	Iteration 17Q: 3 clusters Score -561980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -561981.000000 Penalty: 4219.743164
	Iteration 18Q: 3 clusters Score -561981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -561983.375000 Penalty: 4219.743164
	Iteration 19Q: 3 clusters Score -561983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -561984.250000 Penalty: 4219.743164
	Iteration 20F: 3 clusters Score -561984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -561986.812500 Penalty: 4219.743164
	Iteration 21Q: 3 clusters Score -561986.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -561990.750000 Penalty: 4219.743164
	Iteration 22Q: 3 clusters Score -561990.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -561991.687500 Penalty: 4219.743164
	Iteration 23Q: 3 clusters Score -561991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -561991.500000 Penalty: 4219.743164
	Iteration 24Q: 3 clusters Score -561991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -561994.812500 Penalty: 4219.743164
	Iteration 25Q: 3 clusters Score -561994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -561994.125000 Penalty: 4219.743164
	Iteration 26Q: 3 clusters Score -561994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -561996.000000 Penalty: 4219.743164
	Iteration 27Q: 3 clusters Score -561996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -561996.000000 Penalty: 4219.743164
	Iteration 28F: 3 clusters Score -561996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Entering Unmasked Estep 
Score: -2986723.500000 Penalty: 2518.320557
	Iteration 0F: 2 clusters Score -2986724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2969016.000000 Penalty: 5036.641113
	Iteration 0F: 3 clusters Score -2969016 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2975128.250000 Penalty: 5036.641113
	Iteration 1F: 3 clusters Score -2975128 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2975550.750000 Penalty: 5036.641113
	Iteration 2Q: 3 clusters Score -2975551 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2975962.000000 Penalty: 5036.641113
	Iteration 3Q: 3 clusters Score -2975962 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2976430.750000 Penalty: 5036.641113
	Iteration 4Q: 3 clusters Score -2976431 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2976985.750000 Penalty: 5036.641113
	Iteration 5Q: 3 clusters Score -2976986 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2977658.250000 Penalty: 5036.641113
	Iteration 6Q: 3 clusters Score -2977658 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2978478.500000 Penalty: 5036.641113
	Iteration 7F: 3 clusters Score -2978478 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2979501.250000 Penalty: 5036.641113
	Iteration 8F: 3 clusters Score -2979501 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2980631.750000 Penalty: 5036.641113
	Iteration 9F: 3 clusters Score -2980632 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2981745.250000 Penalty: 5036.641113
	Iteration 10F: 3 clusters Score -2981745 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2982672.250000 Penalty: 5036.641113
	Iteration 11Q: 3 clusters Score -2982672 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2983384.250000 Penalty: 5036.641113
	Iteration 12Q: 3 clusters Score -2983384 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2983825.750000 Penalty: 5036.641113
	Iteration 13Q: 3 clusters Score -2983826 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2984123.000000 Penalty: 5036.641113
	Iteration 14Q: 3 clusters Score -2984123 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2984293.500000 Penalty: 5036.641113
	Iteration 15Q: 3 clusters Score -2984294 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2984396.750000 Penalty: 5036.641113
	Iteration 16Q: 3 clusters Score -2984397 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2984466.000000 Penalty: 5036.641113
	Iteration 17Q: 3 clusters Score -2984466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2984511.250000 Penalty: 5036.641113
	Iteration 18Q: 3 clusters Score -2984511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2984538.250000 Penalty: 5036.641113
	Iteration 19Q: 3 clusters Score -2984538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2984555.000000 Penalty: 5036.641113
	Iteration 20F: 3 clusters Score -2984555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2984569.250000 Penalty: 5036.641113
	Iteration 21Q: 3 clusters Score -2984569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2984589.250000 Penalty: 5036.641113
	Iteration 22Q: 3 clusters Score -2984589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2984602.250000 Penalty: 5036.641113
	Iteration 23Q: 3 clusters Score -2984602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2984619.000000 Penalty: 5036.641113
	Iteration 24Q: 3 clusters Score -2984619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2984627.250000 Penalty: 5036.641113
	Iteration 25Q: 3 clusters Score -2984627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2984633.500000 Penalty: 5036.641113
	Iteration 26Q: 3 clusters Score -2984634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2984643.000000 Penalty: 5036.641113
	Iteration 27Q: 3 clusters Score -2984643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2984646.250000 Penalty: 5036.641113
	Iteration 28Q: 3 clusters Score -2984646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2984651.250000 Penalty: 5036.641113
	Iteration 29Q: 3 clusters Score -2984651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2984656.250000 Penalty: 5036.641113
	Iteration 30Q: 3 clusters Score -2984656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2984656.000000 Penalty: 5036.641113
	Iteration 31Q: 3 clusters Score -2984656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2984660.500000 Penalty: 5036.641113
	Iteration 32Q: 3 clusters Score -2984660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2984665.750000 Penalty: 5036.641113
	Iteration 33Q: 3 clusters Score -2984666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2984664.750000 Penalty: 5036.641113
	Iteration 34Q: 3 clusters Score -2984665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2984663.500000 Penalty: 5036.641113
	Iteration 35Q: 3 clusters Score -2984664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2984663.500000 Penalty: 5036.641113
	Iteration 36F: 3 clusters Score -2984664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -36378.328125 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -36378.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35134.980469 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -35134.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35314.253906 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -35314.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35416.972656 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -35416.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35474.125000 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -35474.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35526.492188 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -35526.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35588.304688 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -35588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35590.902344 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -35590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35600.019531 Penalty: 2791.300049
	Iteration 7Q: 3 clusters Score -35600.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35603.640625 Penalty: 2791.300049
	Iteration 8Q: 3 clusters Score -35603.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35613.351562 Penalty: 2791.300049
	Iteration 9Q: 3 clusters Score -35613.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35619.535156 Penalty: 2791.300049
	Iteration 10Q: 3 clusters Score -35619.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35645.382812 Penalty: 2791.300049
	Iteration 11Q: 3 clusters Score -35645.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35671.378906 Penalty: 2791.300049
	Iteration 12Q: 3 clusters Score -35671.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35706.914062 Penalty: 2791.300049
	Iteration 13Q: 3 clusters Score -35706.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35740.289062 Penalty: 2791.300049
	Iteration 14Q: 3 clusters Score -35740.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35753.664062 Penalty: 2791.300049
	Iteration 15Q: 3 clusters Score -35753.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35764.933594 Penalty: 2791.300049
	Iteration 16Q: 3 clusters Score -35764.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35773.679688 Penalty: 2791.300049
	Iteration 17Q: 3 clusters Score -35773.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35781.078125 Penalty: 2791.300049
	Iteration 18Q: 3 clusters Score -35781.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35793.519531 Penalty: 2791.300049
	Iteration 19Q: 3 clusters Score -35793.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35793.519531 Penalty: 2791.300049
	Iteration 20F: 3 clusters Score -35793.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Entering Unmasked Estep 
Score: -446775.156250 Penalty: 2049.881104
	Iteration 0F: 2 clusters Score -446775.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -442959.437500 Penalty: 4099.762207
	Iteration 0F: 3 clusters Score -442959.4 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -443806.656250 Penalty: 4099.762207
	Iteration 1F: 3 clusters Score -443806.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -444034.062500 Penalty: 4099.762207
	Iteration 2F: 3 clusters Score -444034.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -444218.406250 Penalty: 4099.762207
	Iteration 3F: 3 clusters Score -444218.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -444354.281250 Penalty: 4099.762207
	Iteration 4Q: 3 clusters Score -444354.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -444469.531250 Penalty: 4099.762207
	Iteration 5Q: 3 clusters Score -444469.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -444570.312500 Penalty: 4099.762207
	Iteration 6Q: 3 clusters Score -444570.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -444671.281250 Penalty: 4099.762207
	Iteration 7Q: 3 clusters Score -444671.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -444763.812500 Penalty: 4099.762207
	Iteration 8Q: 3 clusters Score -444763.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -444844.468750 Penalty: 4099.762207
	Iteration 9Q: 3 clusters Score -444844.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -444914.875000 Penalty: 4099.762207
	Iteration 10Q: 3 clusters Score -444914.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -444989.500000 Penalty: 4099.762207
	Iteration 11Q: 3 clusters Score -444989.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -445032.562500 Penalty: 4099.762207
	Iteration 12Q: 3 clusters Score -445032.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -445063.375000 Penalty: 4099.762207
	Iteration 13Q: 3 clusters Score -445063.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -445093.531250 Penalty: 4099.762207
	Iteration 14Q: 3 clusters Score -445093.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -445119.468750 Penalty: 4099.762207
	Iteration 15Q: 3 clusters Score -445119.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -445139.156250 Penalty: 4099.762207
	Iteration 16Q: 3 clusters Score -445139.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -445155.687500 Penalty: 4099.762207
	Iteration 17Q: 3 clusters Score -445155.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -445167.937500 Penalty: 4099.762207
	Iteration 18Q: 3 clusters Score -445167.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -445176.406250 Penalty: 4099.762207
	Iteration 19Q: 3 clusters Score -445176.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -445182.156250 Penalty: 4099.762207
	Iteration 20F: 3 clusters Score -445182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -445183.250000 Penalty: 4099.762207
	Iteration 21Q: 3 clusters Score -445183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -445185.562500 Penalty: 4099.762207
	Iteration 22Q: 3 clusters Score -445185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -445189.531250 Penalty: 4099.762207
	Iteration 23Q: 3 clusters Score -445189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -445193.656250 Penalty: 4099.762207
	Iteration 24Q: 3 clusters Score -445193.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -445197.718750 Penalty: 4099.762207
	Iteration 25Q: 3 clusters Score -445197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -445199.625000 Penalty: 4099.762207
	Iteration 26Q: 3 clusters Score -445199.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -445201.968750 Penalty: 4099.762207
	Iteration 27Q: 3 clusters Score -445202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -445205.875000 Penalty: 4099.762207
	Iteration 28Q: 3 clusters Score -445205.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -445206.812500 Penalty: 4099.762207
	Iteration 29Q: 3 clusters Score -445206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -445207.093750 Penalty: 4099.762207
	Iteration 30Q: 3 clusters Score -445207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -445208.125000 Penalty: 4099.762207
	Iteration 31Q: 3 clusters Score -445208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -445210.562500 Penalty: 4099.762207
	Iteration 32Q: 3 clusters Score -445210.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -445212.093750 Penalty: 4099.762207
	Iteration 33Q: 3 clusters Score -445212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -445212.375000 Penalty: 4099.762207
	Iteration 34Q: 3 clusters Score -445212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -445212.375000 Penalty: 4099.762207
	Iteration 35F: 3 clusters Score -445212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -318761.000000 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -318761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -315667.500000 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -315667.5 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -316259.812500 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -316259.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -316434.156250 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -316434.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -316573.281250 Penalty: 3928.000732
	Iteration 3F: 3 clusters Score -316573.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -316693.718750 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -316693.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -316777.562500 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -316777.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -316837.343750 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -316837.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -316895.437500 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -316895.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -316950.500000 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -316950.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -317012.468750 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -317012.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -317069.312500 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -317069.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -317119.468750 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -317119.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -317171.812500 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -317171.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -317226.500000 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -317226.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -317262.625000 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -317262.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -317282.656250 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -317282.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -317302.093750 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -317302.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -317320.000000 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -317320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -317329.468750 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -317329.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -317337.281250 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -317337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -317340.937500 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -317340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -317345.718750 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -317345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -317348.406250 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -317348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -317352.843750 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -317352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -317358.781250 Penalty: 3928.000732
	Iteration 24Q: 3 clusters Score -317358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -317364.968750 Penalty: 3928.000732
	Iteration 25Q: 3 clusters Score -317365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -317365.375000 Penalty: 3928.000732
	Iteration 26Q: 3 clusters Score -317365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -317365.375000 Penalty: 3928.000732
	Iteration 27F: 3 clusters Score -317365.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (189333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189333 members 
Entering Unmasked Estep 
Score: -22086738.000000 Penalty: 3013.512939
	Iteration 0F: 2 clusters Score -2.208674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -21962298.000000 Penalty: 6027.025879
	Iteration 0F: 3 clusters Score -2.19623e+07 nChanged 90900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -22015578.000000 Penalty: 6027.025879
	Iteration 1F: 3 clusters Score -2.201558e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -22016542.000000 Penalty: 6027.025879
	Iteration 2Q: 3 clusters Score -2.201654e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -22017480.000000 Penalty: 6027.025879
	Iteration 3Q: 3 clusters Score -2.201748e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -22018396.000000 Penalty: 6027.025879
	Iteration 4Q: 3 clusters Score -2.20184e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 89966 members 
Entering Unmasked Estep 
Score: -22019650.000000 Penalty: 6027.025879
	Iteration 5Q: 3 clusters Score -2.201965e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101360 members 
Mstep: Class 2 contains 87973 members 
Entering Unmasked Estep 
Score: -22021122.000000 Penalty: 6027.025879
	Iteration 6Q: 3 clusters Score -2.202112e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -22023068.000000 Penalty: 6027.025879
	Iteration 7Q: 3 clusters Score -2.202307e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108356 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -22025708.000000 Penalty: 6027.025879
	Iteration 8Q: 3 clusters Score -2.202571e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113871 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -22029436.000000 Penalty: 6027.025879
	Iteration 9Q: 3 clusters Score -2.202944e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120919 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -22034556.000000 Penalty: 6027.025879
	Iteration 10F: 3 clusters Score -2.203456e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129277 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -22041770.000000 Penalty: 6027.025879
	Iteration 11F: 3 clusters Score -2.204177e+07 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -22050046.000000 Penalty: 6027.025879
	Iteration 12F: 3 clusters Score -2.205005e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145842 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -22057664.000000 Penalty: 6027.025879
	Iteration 13F: 3 clusters Score -2.205766e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152242 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -22063176.000000 Penalty: 6027.025879
	Iteration 14Q: 3 clusters Score -2.206318e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157356 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -22066732.000000 Penalty: 6027.025879
	Iteration 15Q: 3 clusters Score -2.206673e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161948 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -22069372.000000 Penalty: 6027.025879
	Iteration 16Q: 3 clusters Score -2.206937e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166248 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -22071622.000000 Penalty: 6027.025879
	Iteration 17Q: 3 clusters Score -2.207162e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170282 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -22073928.000000 Penalty: 6027.025879
	Iteration 18Q: 3 clusters Score -2.207393e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174032 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -22076010.000000 Penalty: 6027.025879
	Iteration 19Q: 3 clusters Score -2.207601e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177487 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -22077854.000000 Penalty: 6027.025879
	Iteration 20F: 3 clusters Score -2.207785e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180427 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -22079416.000000 Penalty: 6027.025879
	Iteration 21Q: 3 clusters Score -2.207942e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182905 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -22080880.000000 Penalty: 6027.025879
	Iteration 22Q: 3 clusters Score -2.208088e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184834 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -22081918.000000 Penalty: 6027.025879
	Iteration 23Q: 3 clusters Score -2.208192e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186232 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -22082702.000000 Penalty: 6027.025879
	Iteration 24Q: 3 clusters Score -2.20827e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187162 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -22083254.000000 Penalty: 6027.025879
	Iteration 25Q: 3 clusters Score -2.208325e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187750 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -22083574.000000 Penalty: 6027.025879
	Iteration 26Q: 3 clusters Score -2.208357e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188081 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -22083796.000000 Penalty: 6027.025879
	Iteration 27Q: 3 clusters Score -2.20838e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188311 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -22083968.000000 Penalty: 6027.025879
	Iteration 28Q: 3 clusters Score -2.208397e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188439 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22084056.000000 Penalty: 6027.025879
	Iteration 29Q: 3 clusters Score -2.208406e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188535 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22084130.000000 Penalty: 6027.025879
	Iteration 30Q: 3 clusters Score -2.208413e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188589 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -22084132.000000 Penalty: 6027.025879
	Iteration 31Q: 3 clusters Score -2.208413e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188630 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -22084154.000000 Penalty: 6027.025879
	Iteration 32Q: 3 clusters Score -2.208415e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188663 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -22084154.000000 Penalty: 6027.025879
	Iteration 33Q: 3 clusters Score -2.208415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188682 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -22084168.000000 Penalty: 6027.025879
	Iteration 34Q: 3 clusters Score -2.208417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188693 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22084156.000000 Penalty: 6027.025879
	Iteration 35Q: 3 clusters Score -2.208416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188701 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22084162.000000 Penalty: 6027.025879
	Iteration 36Q: 3 clusters Score -2.208416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188709 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -22084188.000000 Penalty: 6027.025879
	Iteration 37Q: 3 clusters Score -2.208419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188717 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -22084198.000000 Penalty: 6027.025879
	Iteration 38Q: 3 clusters Score -2.20842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188725 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -22084190.000000 Penalty: 6027.025879
	Iteration 39Q: 3 clusters Score -2.208419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188731 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -22084184.000000 Penalty: 6027.025879
	Iteration 40F: 3 clusters Score -2.208418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188734 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -22084176.000000 Penalty: 6027.025879
	Iteration 41Q: 3 clusters Score -2.208418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188736 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -22084180.000000 Penalty: 6027.025879
	Iteration 42Q: 3 clusters Score -2.208418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188737 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -22084180.000000 Penalty: 6027.025879
	Iteration 43Q: 3 clusters Score -2.208418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188737 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -22084180.000000 Penalty: 6027.025879
	Iteration 44F: 3 clusters Score -2.208418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Entering Unmasked Estep 
Score: -1371875.000000 Penalty: 2325.862549
	Iteration 0F: 2 clusters Score -1371875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1363014.250000 Penalty: 4651.725098
	Iteration 0F: 3 clusters Score -1363014 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1365826.375000 Penalty: 4651.725098
	Iteration 1F: 3 clusters Score -1365826 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1366222.625000 Penalty: 4651.725098
	Iteration 2F: 3 clusters Score -1366223 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1366571.375000 Penalty: 4651.725098
	Iteration 3F: 3 clusters Score -1366571 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1366947.500000 Penalty: 4651.725098
	Iteration 4F: 3 clusters Score -1366948 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1367360.750000 Penalty: 4651.725098
	Iteration 5F: 3 clusters Score -1367361 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1367828.500000 Penalty: 4651.725098
	Iteration 6F: 3 clusters Score -1367828 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1368295.625000 Penalty: 4651.725098
	Iteration 7F: 3 clusters Score -1368296 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1368703.125000 Penalty: 4651.725098
	Iteration 8F: 3 clusters Score -1368703 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1368984.750000 Penalty: 4651.725098
	Iteration 9Q: 3 clusters Score -1368985 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1369187.125000 Penalty: 4651.725098
	Iteration 10Q: 3 clusters Score -1369187 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1369302.375000 Penalty: 4651.725098
	Iteration 11Q: 3 clusters Score -1369302 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1369379.750000 Penalty: 4651.725098
	Iteration 12Q: 3 clusters Score -1369380 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1369428.750000 Penalty: 4651.725098
	Iteration 13Q: 3 clusters Score -1369429 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1369464.250000 Penalty: 4651.725098
	Iteration 14Q: 3 clusters Score -1369464 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1369488.250000 Penalty: 4651.725098
	Iteration 15Q: 3 clusters Score -1369488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1369503.875000 Penalty: 4651.725098
	Iteration 16Q: 3 clusters Score -1369504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1369510.125000 Penalty: 4651.725098
	Iteration 17Q: 3 clusters Score -1369510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1369522.250000 Penalty: 4651.725098
	Iteration 18Q: 3 clusters Score -1369522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1369527.250000 Penalty: 4651.725098
	Iteration 19Q: 3 clusters Score -1369527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1369531.000000 Penalty: 4651.725098
	Iteration 20F: 3 clusters Score -1369531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1369533.875000 Penalty: 4651.725098
	Iteration 21Q: 3 clusters Score -1369534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1369537.625000 Penalty: 4651.725098
	Iteration 22Q: 3 clusters Score -1369538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1369543.500000 Penalty: 4651.725098
	Iteration 23Q: 3 clusters Score -1369544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1369545.000000 Penalty: 4651.725098
	Iteration 24Q: 3 clusters Score -1369545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1369545.375000 Penalty: 4651.725098
	Iteration 25Q: 3 clusters Score -1369545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1369550.000000 Penalty: 4651.725098
	Iteration 26Q: 3 clusters Score -1369550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1369550.125000 Penalty: 4651.725098
	Iteration 27Q: 3 clusters Score -1369550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1369553.250000 Penalty: 4651.725098
	Iteration 28Q: 3 clusters Score -1369553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1369556.500000 Penalty: 4651.725098
	Iteration 29Q: 3 clusters Score -1369556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1369561.625000 Penalty: 4651.725098
	Iteration 30Q: 3 clusters Score -1369562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1369562.875000 Penalty: 4651.725098
	Iteration 31Q: 3 clusters Score -1369563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1369566.625000 Penalty: 4651.725098
	Iteration 32Q: 3 clusters Score -1369567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1369567.125000 Penalty: 4651.725098
	Iteration 33Q: 3 clusters Score -1369567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1369575.875000 Penalty: 4651.725098
	Iteration 34Q: 3 clusters Score -1369576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1369577.125000 Penalty: 4651.725098
	Iteration 35Q: 3 clusters Score -1369577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1369582.375000 Penalty: 4651.725098
	Iteration 36Q: 3 clusters Score -1369582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1369585.500000 Penalty: 4651.725098
	Iteration 37Q: 3 clusters Score -1369586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1369589.125000 Penalty: 4651.725098
	Iteration 38Q: 3 clusters Score -1369589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1369593.625000 Penalty: 4651.725098
	Iteration 39Q: 3 clusters Score -1369594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1369593.500000 Penalty: 4651.725098
	Iteration 40F: 3 clusters Score -1369594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1369598.250000 Penalty: 4651.725098
	Iteration 41Q: 3 clusters Score -1369598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1369603.875000 Penalty: 4651.725098
	Iteration 42Q: 3 clusters Score -1369604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1369610.250000 Penalty: 4651.725098
	Iteration 43Q: 3 clusters Score -1369610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1369610.875000 Penalty: 4651.725098
	Iteration 44Q: 3 clusters Score -1369611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1369617.750000 Penalty: 4651.725098
	Iteration 45Q: 3 clusters Score -1369618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1369625.375000 Penalty: 4651.725098
	Iteration 46Q: 3 clusters Score -1369625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1369625.625000 Penalty: 4651.725098
	Iteration 47Q: 3 clusters Score -1369626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1369628.375000 Penalty: 4651.725098
	Iteration 48Q: 3 clusters Score -1369628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1369634.500000 Penalty: 4651.725098
	Iteration 49Q: 3 clusters Score -1369634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1369638.750000 Penalty: 4651.725098
	Iteration 50Q: 3 clusters Score -1369639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1369643.000000 Penalty: 4651.725098
	Iteration 51Q: 3 clusters Score -1369643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1369647.000000 Penalty: 4651.725098
	Iteration 52Q: 3 clusters Score -1369647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1369652.875000 Penalty: 4651.725098
	Iteration 53Q: 3 clusters Score -1369653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1369655.500000 Penalty: 4651.725098
	Iteration 54Q: 3 clusters Score -1369656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1369658.750000 Penalty: 4651.725098
	Iteration 55Q: 3 clusters Score -1369659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1369665.500000 Penalty: 4651.725098
	Iteration 56Q: 3 clusters Score -1369666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1369665.625000 Penalty: 4651.725098
	Iteration 57Q: 3 clusters Score -1369666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1369667.875000 Penalty: 4651.725098
	Iteration 58Q: 3 clusters Score -1369668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1369673.750000 Penalty: 4651.725098
	Iteration 59Q: 3 clusters Score -1369674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1369678.750000 Penalty: 4651.725098
	Iteration 60F: 3 clusters Score -1369679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1369684.125000 Penalty: 4651.725098
	Iteration 61Q: 3 clusters Score -1369684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1369686.000000 Penalty: 4651.725098
	Iteration 62Q: 3 clusters Score -1369686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1369691.625000 Penalty: 4651.725098
	Iteration 63Q: 3 clusters Score -1369692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1369694.125000 Penalty: 4651.725098
	Iteration 64Q: 3 clusters Score -1369694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1369700.750000 Penalty: 4651.725098
	Iteration 65Q: 3 clusters Score -1369701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1369706.375000 Penalty: 4651.725098
	Iteration 66Q: 3 clusters Score -1369706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1369710.750000 Penalty: 4651.725098
	Iteration 67Q: 3 clusters Score -1369711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1369711.500000 Penalty: 4651.725098
	Iteration 68Q: 3 clusters Score -1369712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1369712.750000 Penalty: 4651.725098
	Iteration 69Q: 3 clusters Score -1369713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1369722.250000 Penalty: 4651.725098
	Iteration 70Q: 3 clusters Score -1369722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1369725.625000 Penalty: 4651.725098
	Iteration 71Q: 3 clusters Score -1369726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1369736.500000 Penalty: 4651.725098
	Iteration 72Q: 3 clusters Score -1369736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1369740.375000 Penalty: 4651.725098
	Iteration 73Q: 3 clusters Score -1369740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1369746.875000 Penalty: 4651.725098
	Iteration 74Q: 3 clusters Score -1369747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1369754.375000 Penalty: 4651.725098
	Iteration 75Q: 3 clusters Score -1369754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1369755.500000 Penalty: 4651.725098
	Iteration 76Q: 3 clusters Score -1369756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1369760.125000 Penalty: 4651.725098
	Iteration 77Q: 3 clusters Score -1369760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1369763.000000 Penalty: 4651.725098
	Iteration 78Q: 3 clusters Score -1369763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1369766.000000 Penalty: 4651.725098
	Iteration 79Q: 3 clusters Score -1369766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1369768.000000 Penalty: 4651.725098
	Iteration 80F: 3 clusters Score -1369768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1369772.375000 Penalty: 4651.725098
	Iteration 81Q: 3 clusters Score -1369772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1369774.625000 Penalty: 4651.725098
	Iteration 82Q: 3 clusters Score -1369775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1369778.250000 Penalty: 4651.725098
	Iteration 83Q: 3 clusters Score -1369778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1369779.750000 Penalty: 4651.725098
	Iteration 84Q: 3 clusters Score -1369780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1369782.625000 Penalty: 4651.725098
	Iteration 85Q: 3 clusters Score -1369783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1369787.875000 Penalty: 4651.725098
	Iteration 86Q: 3 clusters Score -1369788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1369792.500000 Penalty: 4651.725098
	Iteration 87Q: 3 clusters Score -1369792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1369798.625000 Penalty: 4651.725098
	Iteration 88Q: 3 clusters Score -1369799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1369801.000000 Penalty: 4651.725098
	Iteration 89Q: 3 clusters Score -1369801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1369805.125000 Penalty: 4651.725098
	Iteration 90Q: 3 clusters Score -1369805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1369809.625000 Penalty: 4651.725098
	Iteration 91Q: 3 clusters Score -1369810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1369818.500000 Penalty: 4651.725098
	Iteration 92Q: 3 clusters Score -1369818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1369828.000000 Penalty: 4651.725098
	Iteration 93Q: 3 clusters Score -1369828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1369835.125000 Penalty: 4651.725098
	Iteration 94Q: 3 clusters Score -1369835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1369835.125000 Penalty: 4651.725098
	Iteration 95Q: 3 clusters Score -1369835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1369844.500000 Penalty: 4651.725098
	Iteration 96Q: 3 clusters Score -1369844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1369854.375000 Penalty: 4651.725098
	Iteration 97Q: 3 clusters Score -1369854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1369866.000000 Penalty: 4651.725098
	Iteration 98Q: 3 clusters Score -1369866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1369867.375000 Penalty: 4651.725098
	Iteration 99Q: 3 clusters Score -1369867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1369877.375000 Penalty: 4651.725098
	Iteration 100F: 3 clusters Score -1369877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1369887.875000 Penalty: 4651.725098
	Iteration 101Q: 3 clusters Score -1369888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1369892.250000 Penalty: 4651.725098
	Iteration 102Q: 3 clusters Score -1369892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1369899.500000 Penalty: 4651.725098
	Iteration 103Q: 3 clusters Score -1369900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1369903.750000 Penalty: 4651.725098
	Iteration 104Q: 3 clusters Score -1369904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1369912.000000 Penalty: 4651.725098
	Iteration 105Q: 3 clusters Score -1369912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1369917.125000 Penalty: 4651.725098
	Iteration 106Q: 3 clusters Score -1369917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1369920.625000 Penalty: 4651.725098
	Iteration 107Q: 3 clusters Score -1369921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1369918.500000 Penalty: 4651.725098
	Iteration 108Q: 3 clusters Score -1369918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1369925.000000 Penalty: 4651.725098
	Iteration 109Q: 3 clusters Score -1369925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1369925.750000 Penalty: 4651.725098
	Iteration 110Q: 3 clusters Score -1369926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1369929.750000 Penalty: 4651.725098
	Iteration 111Q: 3 clusters Score -1369930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1369935.625000 Penalty: 4651.725098
	Iteration 112Q: 3 clusters Score -1369936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1369942.875000 Penalty: 4651.725098
	Iteration 113Q: 3 clusters Score -1369943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1369951.625000 Penalty: 4651.725098
	Iteration 114Q: 3 clusters Score -1369952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1369950.250000 Penalty: 4651.725098
	Iteration 115Q: 3 clusters Score -1369950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1369955.250000 Penalty: 4651.725098
	Iteration 116Q: 3 clusters Score -1369955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1369960.625000 Penalty: 4651.725098
	Iteration 117Q: 3 clusters Score -1369961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1369967.875000 Penalty: 4651.725098
	Iteration 118Q: 3 clusters Score -1369968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1369975.375000 Penalty: 4651.725098
	Iteration 119Q: 3 clusters Score -1369975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1369980.250000 Penalty: 4651.725098
	Iteration 120F: 3 clusters Score -1369980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1369985.250000 Penalty: 4651.725098
	Iteration 121Q: 3 clusters Score -1369985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1369985.125000 Penalty: 4651.725098
	Iteration 122Q: 3 clusters Score -1369985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1369988.625000 Penalty: 4651.725098
	Iteration 123Q: 3 clusters Score -1369989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1369993.000000 Penalty: 4651.725098
	Iteration 124Q: 3 clusters Score -1369993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1369998.500000 Penalty: 4651.725098
	Iteration 125Q: 3 clusters Score -1369998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1369999.500000 Penalty: 4651.725098
	Iteration 126Q: 3 clusters Score -1370000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1370004.250000 Penalty: 4651.725098
	Iteration 127Q: 3 clusters Score -1370004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1370007.750000 Penalty: 4651.725098
	Iteration 128Q: 3 clusters Score -1370008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1370014.375000 Penalty: 4651.725098
	Iteration 129Q: 3 clusters Score -1370014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1370010.250000 Penalty: 4651.725098
	Iteration 130Q: 3 clusters Score -1370010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1370017.625000 Penalty: 4651.725098
	Iteration 131Q: 3 clusters Score -1370018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1370020.000000 Penalty: 4651.725098
	Iteration 132Q: 3 clusters Score -1370020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1370021.500000 Penalty: 4651.725098
	Iteration 133Q: 3 clusters Score -1370022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1370023.750000 Penalty: 4651.725098
	Iteration 134Q: 3 clusters Score -1370024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1370028.500000 Penalty: 4651.725098
	Iteration 135Q: 3 clusters Score -1370028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1370028.000000 Penalty: 4651.725098
	Iteration 136Q: 3 clusters Score -1370028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1370030.250000 Penalty: 4651.725098
	Iteration 137Q: 3 clusters Score -1370030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1370031.125000 Penalty: 4651.725098
	Iteration 138Q: 3 clusters Score -1370031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1370030.125000 Penalty: 4651.725098
	Iteration 139Q: 3 clusters Score -1370030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1370031.250000 Penalty: 4651.725098
	Iteration 140F: 3 clusters Score -1370031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1370031.500000 Penalty: 4651.725098
	Iteration 141Q: 3 clusters Score -1370032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1370033.375000 Penalty: 4651.725098
	Iteration 142Q: 3 clusters Score -1370033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1370031.250000 Penalty: 4651.725098
	Iteration 143Q: 3 clusters Score -1370031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1370032.750000 Penalty: 4651.725098
	Iteration 144Q: 3 clusters Score -1370033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1370032.750000 Penalty: 4651.725098
	Iteration 145F: 3 clusters Score -1370033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Entering Unmasked Estep 
Score: -5357881.000000 Penalty: 2661.106934
	Iteration 0F: 2 clusters Score -5357881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -5326885.500000 Penalty: 5322.213867
	Iteration 0F: 3 clusters Score -5326886 nChanged 21060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -5338556.500000 Penalty: 5322.213867
	Iteration 1F: 3 clusters Score -5338556 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -5339393.500000 Penalty: 5322.213867
	Iteration 2Q: 3 clusters Score -5339394 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -5340500.000000 Penalty: 5322.213867
	Iteration 3F: 3 clusters Score -5340500 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -5342083.500000 Penalty: 5322.213867
	Iteration 4F: 3 clusters Score -5342084 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -5344208.000000 Penalty: 5322.213867
	Iteration 5F: 3 clusters Score -5344208 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -5346875.500000 Penalty: 5322.213867
	Iteration 6F: 3 clusters Score -5346876 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -5349794.500000 Penalty: 5322.213867
	Iteration 7F: 3 clusters Score -5349794 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -5352199.500000 Penalty: 5322.213867
	Iteration 8F: 3 clusters Score -5352200 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5353903.500000 Penalty: 5322.213867
	Iteration 9Q: 3 clusters Score -5353904 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -5355047.000000 Penalty: 5322.213867
	Iteration 10Q: 3 clusters Score -5355047 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -5355694.500000 Penalty: 5322.213867
	Iteration 11Q: 3 clusters Score -5355694 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -5356025.500000 Penalty: 5322.213867
	Iteration 12Q: 3 clusters Score -5356026 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -5356231.500000 Penalty: 5322.213867
	Iteration 13Q: 3 clusters Score -5356232 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -5356362.500000 Penalty: 5322.213867
	Iteration 14Q: 3 clusters Score -5356362 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5356443.500000 Penalty: 5322.213867
	Iteration 15Q: 3 clusters Score -5356444 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -5356501.000000 Penalty: 5322.213867
	Iteration 16Q: 3 clusters Score -5356501 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -5356531.000000 Penalty: 5322.213867
	Iteration 17Q: 3 clusters Score -5356531 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -5356569.500000 Penalty: 5322.213867
	Iteration 18Q: 3 clusters Score -5356570 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5356585.500000 Penalty: 5322.213867
	Iteration 19Q: 3 clusters Score -5356586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -5356628.000000 Penalty: 5322.213867
	Iteration 20F: 3 clusters Score -5356628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -5356646.500000 Penalty: 5322.213867
	Iteration 21Q: 3 clusters Score -5356646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -5356661.000000 Penalty: 5322.213867
	Iteration 22Q: 3 clusters Score -5356661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -5356662.500000 Penalty: 5322.213867
	Iteration 23Q: 3 clusters Score -5356662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -5356667.500000 Penalty: 5322.213867
	Iteration 24Q: 3 clusters Score -5356668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -5356665.500000 Penalty: 5322.213867
	Iteration 25Q: 3 clusters Score -5356666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -5356676.000000 Penalty: 5322.213867
	Iteration 26Q: 3 clusters Score -5356676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -5356671.500000 Penalty: 5322.213867
	Iteration 27Q: 3 clusters Score -5356672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -5356675.000000 Penalty: 5322.213867
	Iteration 28Q: 3 clusters Score -5356675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5356675.500000 Penalty: 5322.213867
	Iteration 29Q: 3 clusters Score -5356676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -5356672.500000 Penalty: 5322.213867
	Iteration 30Q: 3 clusters Score -5356672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -5356670.000000 Penalty: 5322.213867
	Iteration 31Q: 3 clusters Score -5356670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5356679.000000 Penalty: 5322.213867
	Iteration 32Q: 3 clusters Score -5356679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -5356678.500000 Penalty: 5322.213867
	Iteration 33Q: 3 clusters Score -5356678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -5356680.000000 Penalty: 5322.213867
	Iteration 34Q: 3 clusters Score -5356680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -5356682.000000 Penalty: 5322.213867
	Iteration 35Q: 3 clusters Score -5356682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5356691.000000 Penalty: 5322.213867
	Iteration 36Q: 3 clusters Score -5356691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -5356695.500000 Penalty: 5322.213867
	Iteration 37Q: 3 clusters Score -5356696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -5356693.500000 Penalty: 5322.213867
	Iteration 38Q: 3 clusters Score -5356694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5356692.000000 Penalty: 5322.213867
	Iteration 39Q: 3 clusters Score -5356692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5356693.500000 Penalty: 5322.213867
	Iteration 40F: 3 clusters Score -5356694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5356689.000000 Penalty: 5322.213867
	Iteration 41Q: 3 clusters Score -5356689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -5356690.500000 Penalty: 5322.213867
	Iteration 42Q: 3 clusters Score -5356690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -5356690.500000 Penalty: 5322.213867
	Iteration 43Q: 3 clusters Score -5356690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -5356692.500000 Penalty: 5322.213867
	Iteration 44Q: 3 clusters Score -5356692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -5356693.500000 Penalty: 5322.213867
	Iteration 45Q: 3 clusters Score -5356694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -5356689.500000 Penalty: 5322.213867
	Iteration 46Q: 3 clusters Score -5356690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -5356687.500000 Penalty: 5322.213867
	Iteration 47Q: 3 clusters Score -5356688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -5356686.000000 Penalty: 5322.213867
	Iteration 48Q: 3 clusters Score -5356686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -5356691.000000 Penalty: 5322.213867
	Iteration 49Q: 3 clusters Score -5356691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -5356687.500000 Penalty: 5322.213867
	Iteration 50Q: 3 clusters Score -5356688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5356689.500000 Penalty: 5322.213867
	Iteration 51Q: 3 clusters Score -5356690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -5356697.000000 Penalty: 5322.213867
	Iteration 52Q: 3 clusters Score -5356697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5356698.000000 Penalty: 5322.213867
	Iteration 53Q: 3 clusters Score -5356698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -5356698.500000 Penalty: 5322.213867
	Iteration 54Q: 3 clusters Score -5356698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -5356702.500000 Penalty: 5322.213867
	Iteration 55Q: 3 clusters Score -5356702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -5356702.500000 Penalty: 5322.213867
	Iteration 56F: 3 clusters Score -5356702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Entering Unmasked Estep 
Score: -1070909.625000 Penalty: 2266.593018
	Iteration 0F: 2 clusters Score -1070910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1063684.750000 Penalty: 4533.186035
	Iteration 0F: 3 clusters Score -1063685 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1065785.375000 Penalty: 4533.186035
	Iteration 1F: 3 clusters Score -1065785 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1066159.750000 Penalty: 4533.186035
	Iteration 2F: 3 clusters Score -1066160 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1066552.750000 Penalty: 4533.186035
	Iteration 3F: 3 clusters Score -1066553 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1067001.500000 Penalty: 4533.186035
	Iteration 4F: 3 clusters Score -1067002 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1067463.500000 Penalty: 4533.186035
	Iteration 5F: 3 clusters Score -1067464 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1067982.250000 Penalty: 4533.186035
	Iteration 6F: 3 clusters Score -1067982 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1068501.250000 Penalty: 4533.186035
	Iteration 7F: 3 clusters Score -1068501 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1068963.875000 Penalty: 4533.186035
	Iteration 8F: 3 clusters Score -1068964 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1069307.125000 Penalty: 4533.186035
	Iteration 9Q: 3 clusters Score -1069307 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1069576.375000 Penalty: 4533.186035
	Iteration 10Q: 3 clusters Score -1069576 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1069768.125000 Penalty: 4533.186035
	Iteration 11Q: 3 clusters Score -1069768 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1069898.000000 Penalty: 4533.186035
	Iteration 12Q: 3 clusters Score -1069898 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1069985.750000 Penalty: 4533.186035
	Iteration 13Q: 3 clusters Score -1069986 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1070032.625000 Penalty: 4533.186035
	Iteration 14Q: 3 clusters Score -1070033 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1070062.500000 Penalty: 4533.186035
	Iteration 15Q: 3 clusters Score -1070062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1070076.750000 Penalty: 4533.186035
	Iteration 16Q: 3 clusters Score -1070077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1070095.000000 Penalty: 4533.186035
	Iteration 17Q: 3 clusters Score -1070095 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1070116.750000 Penalty: 4533.186035
	Iteration 18Q: 3 clusters Score -1070117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1070132.375000 Penalty: 4533.186035
	Iteration 19Q: 3 clusters Score -1070132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1070141.000000 Penalty: 4533.186035
	Iteration 20F: 3 clusters Score -1070141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1070153.875000 Penalty: 4533.186035
	Iteration 21Q: 3 clusters Score -1070154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1070168.625000 Penalty: 4533.186035
	Iteration 22Q: 3 clusters Score -1070169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1070177.000000 Penalty: 4533.186035
	Iteration 23Q: 3 clusters Score -1070177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1070186.000000 Penalty: 4533.186035
	Iteration 24Q: 3 clusters Score -1070186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1070192.625000 Penalty: 4533.186035
	Iteration 25Q: 3 clusters Score -1070193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1070201.000000 Penalty: 4533.186035
	Iteration 26Q: 3 clusters Score -1070201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1070208.375000 Penalty: 4533.186035
	Iteration 27Q: 3 clusters Score -1070208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1070212.250000 Penalty: 4533.186035
	Iteration 28Q: 3 clusters Score -1070212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1070218.750000 Penalty: 4533.186035
	Iteration 29Q: 3 clusters Score -1070219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1070220.750000 Penalty: 4533.186035
	Iteration 30Q: 3 clusters Score -1070221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1070222.375000 Penalty: 4533.186035
	Iteration 31Q: 3 clusters Score -1070222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1070226.375000 Penalty: 4533.186035
	Iteration 32Q: 3 clusters Score -1070226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1070231.625000 Penalty: 4533.186035
	Iteration 33Q: 3 clusters Score -1070232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1070236.875000 Penalty: 4533.186035
	Iteration 34Q: 3 clusters Score -1070237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1070238.875000 Penalty: 4533.186035
	Iteration 35Q: 3 clusters Score -1070239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1070241.250000 Penalty: 4533.186035
	Iteration 36Q: 3 clusters Score -1070241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1070244.125000 Penalty: 4533.186035
	Iteration 37Q: 3 clusters Score -1070244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1070245.500000 Penalty: 4533.186035
	Iteration 38Q: 3 clusters Score -1070246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1070246.375000 Penalty: 4533.186035
	Iteration 39Q: 3 clusters Score -1070246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1070253.000000 Penalty: 4533.186035
	Iteration 40F: 3 clusters Score -1070253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1070257.500000 Penalty: 4533.186035
	Iteration 41Q: 3 clusters Score -1070258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1070260.000000 Penalty: 4533.186035
	Iteration 42Q: 3 clusters Score -1070260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1070266.250000 Penalty: 4533.186035
	Iteration 43Q: 3 clusters Score -1070266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1070269.125000 Penalty: 4533.186035
	Iteration 44Q: 3 clusters Score -1070269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1070275.000000 Penalty: 4533.186035
	Iteration 45Q: 3 clusters Score -1070275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1070281.375000 Penalty: 4533.186035
	Iteration 46Q: 3 clusters Score -1070281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1070286.750000 Penalty: 4533.186035
	Iteration 47Q: 3 clusters Score -1070287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1070296.750000 Penalty: 4533.186035
	Iteration 48Q: 3 clusters Score -1070297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1070312.625000 Penalty: 4533.186035
	Iteration 49Q: 3 clusters Score -1070313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1070329.750000 Penalty: 4533.186035
	Iteration 50Q: 3 clusters Score -1070330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1070347.125000 Penalty: 4533.186035
	Iteration 51Q: 3 clusters Score -1070347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1070359.375000 Penalty: 4533.186035
	Iteration 52Q: 3 clusters Score -1070359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1070372.625000 Penalty: 4533.186035
	Iteration 53Q: 3 clusters Score -1070373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1070387.875000 Penalty: 4533.186035
	Iteration 54Q: 3 clusters Score -1070388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1070406.625000 Penalty: 4533.186035
	Iteration 55Q: 3 clusters Score -1070407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1070422.250000 Penalty: 4533.186035
	Iteration 56Q: 3 clusters Score -1070422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1070434.375000 Penalty: 4533.186035
	Iteration 57Q: 3 clusters Score -1070434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1070445.000000 Penalty: 4533.186035
	Iteration 58Q: 3 clusters Score -1070445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1070458.750000 Penalty: 4533.186035
	Iteration 59Q: 3 clusters Score -1070459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1070466.375000 Penalty: 4533.186035
	Iteration 60F: 3 clusters Score -1070466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1070477.875000 Penalty: 4533.186035
	Iteration 61Q: 3 clusters Score -1070478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1070486.375000 Penalty: 4533.186035
	Iteration 62Q: 3 clusters Score -1070486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1070492.125000 Penalty: 4533.186035
	Iteration 63Q: 3 clusters Score -1070492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1070501.250000 Penalty: 4533.186035
	Iteration 64Q: 3 clusters Score -1070501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1070507.250000 Penalty: 4533.186035
	Iteration 65Q: 3 clusters Score -1070507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1070511.500000 Penalty: 4533.186035
	Iteration 66Q: 3 clusters Score -1070512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1070519.000000 Penalty: 4533.186035
	Iteration 67Q: 3 clusters Score -1070519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1070522.750000 Penalty: 4533.186035
	Iteration 68Q: 3 clusters Score -1070523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1070523.000000 Penalty: 4533.186035
	Iteration 69Q: 3 clusters Score -1070523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1070526.750000 Penalty: 4533.186035
	Iteration 70Q: 3 clusters Score -1070527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1070529.000000 Penalty: 4533.186035
	Iteration 71Q: 3 clusters Score -1070529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1070531.000000 Penalty: 4533.186035
	Iteration 72Q: 3 clusters Score -1070531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1070533.500000 Penalty: 4533.186035
	Iteration 73Q: 3 clusters Score -1070534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1070533.750000 Penalty: 4533.186035
	Iteration 74Q: 3 clusters Score -1070534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1070532.125000 Penalty: 4533.186035
	Iteration 75Q: 3 clusters Score -1070532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1070535.375000 Penalty: 4533.186035
	Iteration 76Q: 3 clusters Score -1070535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1070537.000000 Penalty: 4533.186035
	Iteration 77Q: 3 clusters Score -1070537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1070538.500000 Penalty: 4533.186035
	Iteration 78Q: 3 clusters Score -1070538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1070538.500000 Penalty: 4533.186035
	Iteration 79F: 3 clusters Score -1070538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Entering Unmasked Estep 
Score: -2196006.000000 Penalty: 2441.470703
	Iteration 0F: 2 clusters Score -2196006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2182645.750000 Penalty: 4882.941406
	Iteration 0F: 3 clusters Score -2182646 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2187161.750000 Penalty: 4882.941406
	Iteration 1F: 3 clusters Score -2187162 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2187770.250000 Penalty: 4882.941406
	Iteration 2F: 3 clusters Score -2187770 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2188431.750000 Penalty: 4882.941406
	Iteration 3F: 3 clusters Score -2188432 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2189052.750000 Penalty: 4882.941406
	Iteration 4F: 3 clusters Score -2189053 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2189680.250000 Penalty: 4882.941406
	Iteration 5F: 3 clusters Score -2189680 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2190442.250000 Penalty: 4882.941406
	Iteration 6F: 3 clusters Score -2190442 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2191241.750000 Penalty: 4882.941406
	Iteration 7F: 3 clusters Score -2191242 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2191958.500000 Penalty: 4882.941406
	Iteration 8F: 3 clusters Score -2191958 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2192648.750000 Penalty: 4882.941406
	Iteration 9Q: 3 clusters Score -2192649 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2193256.500000 Penalty: 4882.941406
	Iteration 10Q: 3 clusters Score -2193256 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2193724.250000 Penalty: 4882.941406
	Iteration 11Q: 3 clusters Score -2193724 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2194101.750000 Penalty: 4882.941406
	Iteration 12Q: 3 clusters Score -2194102 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2194433.000000 Penalty: 4882.941406
	Iteration 13Q: 3 clusters Score -2194433 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2194662.250000 Penalty: 4882.941406
	Iteration 14Q: 3 clusters Score -2194662 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2194783.500000 Penalty: 4882.941406
	Iteration 15Q: 3 clusters Score -2194784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2194836.750000 Penalty: 4882.941406
	Iteration 16Q: 3 clusters Score -2194837 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2194879.000000 Penalty: 4882.941406
	Iteration 17Q: 3 clusters Score -2194879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2194912.000000 Penalty: 4882.941406
	Iteration 18Q: 3 clusters Score -2194912 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2194940.250000 Penalty: 4882.941406
	Iteration 19Q: 3 clusters Score -2194940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2194942.000000 Penalty: 4882.941406
	Iteration 20F: 3 clusters Score -2194942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2194947.250000 Penalty: 4882.941406
	Iteration 21Q: 3 clusters Score -2194947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2194949.250000 Penalty: 4882.941406
	Iteration 22Q: 3 clusters Score -2194949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2194949.250000 Penalty: 4882.941406
	Iteration 23Q: 3 clusters Score -2194949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2194952.750000 Penalty: 4882.941406
	Iteration 24Q: 3 clusters Score -2194953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2194949.250000 Penalty: 4882.941406
	Iteration 25Q: 3 clusters Score -2194949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2194952.500000 Penalty: 4882.941406
	Iteration 26Q: 3 clusters Score -2194952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2194952.500000 Penalty: 4882.941406
	Iteration 27F: 3 clusters Score -2194952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Entering Unmasked Estep 
Score: -928915.187500 Penalty: 2225.454102
	Iteration 0F: 2 clusters Score -928915.2 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 3915 members 
Entering Unmasked Estep 
Score: -922548.187500 Penalty: 4450.908203
	Iteration 0F: 3 clusters Score -922548.2 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -924190.000000 Penalty: 4450.908203
	Iteration 1F: 3 clusters Score -924190 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -924459.187500 Penalty: 4450.908203
	Iteration 2F: 3 clusters Score -924459.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -924636.812500 Penalty: 4450.908203
	Iteration 3Q: 3 clusters Score -924636.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -924784.437500 Penalty: 4450.908203
	Iteration 4Q: 3 clusters Score -924784.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -924917.187500 Penalty: 4450.908203
	Iteration 5Q: 3 clusters Score -924917.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -925053.000000 Penalty: 4450.908203
	Iteration 6Q: 3 clusters Score -925053 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -925184.687500 Penalty: 4450.908203
	Iteration 7Q: 3 clusters Score -925184.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -925355.125000 Penalty: 4450.908203
	Iteration 8Q: 3 clusters Score -925355.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -925594.125000 Penalty: 4450.908203
	Iteration 9Q: 3 clusters Score -925594.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -925834.187500 Penalty: 4450.908203
	Iteration 10Q: 3 clusters Score -925834.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -926101.187500 Penalty: 4450.908203
	Iteration 11Q: 3 clusters Score -926101.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -926368.375000 Penalty: 4450.908203
	Iteration 12Q: 3 clusters Score -926368.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -926655.812500 Penalty: 4450.908203
	Iteration 13Q: 3 clusters Score -926655.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -926984.875000 Penalty: 4450.908203
	Iteration 14Q: 3 clusters Score -926984.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -927411.562500 Penalty: 4450.908203
	Iteration 15Q: 3 clusters Score -927411.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -927855.500000 Penalty: 4450.908203
	Iteration 16Q: 3 clusters Score -927855.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -928093.562500 Penalty: 4450.908203
	Iteration 17Q: 3 clusters Score -928093.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -928164.187500 Penalty: 4450.908203
	Iteration 18Q: 3 clusters Score -928164.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -928187.750000 Penalty: 4450.908203
	Iteration 19Q: 3 clusters Score -928187.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -928196.500000 Penalty: 4450.908203
	Iteration 20F: 3 clusters Score -928196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -928198.375000 Penalty: 4450.908203
	Iteration 21Q: 3 clusters Score -928198.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -928201.562500 Penalty: 4450.908203
	Iteration 22Q: 3 clusters Score -928201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -928203.687500 Penalty: 4450.908203
	Iteration 23Q: 3 clusters Score -928203.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -928204.375000 Penalty: 4450.908203
	Iteration 24Q: 3 clusters Score -928204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -928204.750000 Penalty: 4450.908203
	Iteration 25Q: 3 clusters Score -928204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -928204.125000 Penalty: 4450.908203
	Iteration 26Q: 3 clusters Score -928204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -928204.937500 Penalty: 4450.908203
	Iteration 27Q: 3 clusters Score -928204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -928205.812500 Penalty: 4450.908203
	Iteration 28Q: 3 clusters Score -928205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -928206.187500 Penalty: 4450.908203
	Iteration 29Q: 3 clusters Score -928206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -928206.187500 Penalty: 4450.908203
	Iteration 30F: 3 clusters Score -928206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Entering Unmasked Estep 
Score: -4376607.000000 Penalty: 2611.483154
	Iteration 0F: 2 clusters Score -4376607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4351175.500000 Penalty: 5222.966309
	Iteration 0F: 3 clusters Score -4351176 nChanged 17100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4360445.000000 Penalty: 5222.966309
	Iteration 1F: 3 clusters Score -4360445 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4361026.000000 Penalty: 5222.966309
	Iteration 2Q: 3 clusters Score -4361026 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4361559.500000 Penalty: 5222.966309
	Iteration 3Q: 3 clusters Score -4361560 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4362230.500000 Penalty: 5222.966309
	Iteration 4Q: 3 clusters Score -4362230 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4363058.500000 Penalty: 5222.966309
	Iteration 5Q: 3 clusters Score -4363058 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4363990.000000 Penalty: 5222.966309
	Iteration 6Q: 3 clusters Score -4363990 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -4365038.000000 Penalty: 5222.966309
	Iteration 7F: 3 clusters Score -4365038 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -4366231.500000 Penalty: 5222.966309
	Iteration 8F: 3 clusters Score -4366232 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -4367500.500000 Penalty: 5222.966309
	Iteration 9F: 3 clusters Score -4367500 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4368638.500000 Penalty: 5222.966309
	Iteration 10Q: 3 clusters Score -4368638 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -4369457.500000 Penalty: 5222.966309
	Iteration 11Q: 3 clusters Score -4369458 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -4370074.500000 Penalty: 5222.966309
	Iteration 12Q: 3 clusters Score -4370074 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -4370472.500000 Penalty: 5222.966309
	Iteration 13Q: 3 clusters Score -4370472 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -4370775.000000 Penalty: 5222.966309
	Iteration 14Q: 3 clusters Score -4370775 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -4370978.000000 Penalty: 5222.966309
	Iteration 15Q: 3 clusters Score -4370978 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -4371137.500000 Penalty: 5222.966309
	Iteration 16Q: 3 clusters Score -4371138 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4371293.000000 Penalty: 5222.966309
	Iteration 17Q: 3 clusters Score -4371293 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4371451.000000 Penalty: 5222.966309
	Iteration 18Q: 3 clusters Score -4371451 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -4371608.500000 Penalty: 5222.966309
	Iteration 19Q: 3 clusters Score -4371608 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4371769.500000 Penalty: 5222.966309
	Iteration 20F: 3 clusters Score -4371770 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -4372010.500000 Penalty: 5222.966309
	Iteration 21Q: 3 clusters Score -4372010 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4372268.500000 Penalty: 5222.966309
	Iteration 22Q: 3 clusters Score -4372268 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4372553.500000 Penalty: 5222.966309
	Iteration 23Q: 3 clusters Score -4372554 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -4372821.000000 Penalty: 5222.966309
	Iteration 24Q: 3 clusters Score -4372821 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4373093.500000 Penalty: 5222.966309
	Iteration 25Q: 3 clusters Score -4373094 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -4373430.500000 Penalty: 5222.966309
	Iteration 26Q: 3 clusters Score -4373430 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4373756.500000 Penalty: 5222.966309
	Iteration 27Q: 3 clusters Score -4373756 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4374078.500000 Penalty: 5222.966309
	Iteration 28Q: 3 clusters Score -4374078 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4374338.500000 Penalty: 5222.966309
	Iteration 29Q: 3 clusters Score -4374338 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4374519.500000 Penalty: 5222.966309
	Iteration 30Q: 3 clusters Score -4374520 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4374678.500000 Penalty: 5222.966309
	Iteration 31Q: 3 clusters Score -4374678 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -4374818.500000 Penalty: 5222.966309
	Iteration 32Q: 3 clusters Score -4374818 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4374934.500000 Penalty: 5222.966309
	Iteration 33Q: 3 clusters Score -4374934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4375002.000000 Penalty: 5222.966309
	Iteration 34Q: 3 clusters Score -4375002 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -4375045.500000 Penalty: 5222.966309
	Iteration 35Q: 3 clusters Score -4375046 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4375087.000000 Penalty: 5222.966309
	Iteration 36Q: 3 clusters Score -4375087 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4375111.000000 Penalty: 5222.966309
	Iteration 37Q: 3 clusters Score -4375111 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4375144.500000 Penalty: 5222.966309
	Iteration 38Q: 3 clusters Score -4375144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4375159.000000 Penalty: 5222.966309
	Iteration 39Q: 3 clusters Score -4375159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -4375186.500000 Penalty: 5222.966309
	Iteration 40F: 3 clusters Score -4375186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4375199.500000 Penalty: 5222.966309
	Iteration 41Q: 3 clusters Score -4375200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4375209.000000 Penalty: 5222.966309
	Iteration 42Q: 3 clusters Score -4375209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4375210.500000 Penalty: 5222.966309
	Iteration 43Q: 3 clusters Score -4375210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4375221.000000 Penalty: 5222.966309
	Iteration 44Q: 3 clusters Score -4375221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4375230.500000 Penalty: 5222.966309
	Iteration 45Q: 3 clusters Score -4375230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4375227.500000 Penalty: 5222.966309
	Iteration 46Q: 3 clusters Score -4375228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4375229.000000 Penalty: 5222.966309
	Iteration 47Q: 3 clusters Score -4375229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -4375239.500000 Penalty: 5222.966309
	Iteration 48Q: 3 clusters Score -4375240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -4375241.000000 Penalty: 5222.966309
	Iteration 49Q: 3 clusters Score -4375241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -4375247.000000 Penalty: 5222.966309
	Iteration 50Q: 3 clusters Score -4375247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4375246.000000 Penalty: 5222.966309
	Iteration 51Q: 3 clusters Score -4375246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4375244.500000 Penalty: 5222.966309
	Iteration 52Q: 3 clusters Score -4375244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4375242.500000 Penalty: 5222.966309
	Iteration 53Q: 3 clusters Score -4375242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4375240.500000 Penalty: 5222.966309
	Iteration 54Q: 3 clusters Score -4375240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4375242.500000 Penalty: 5222.966309
	Iteration 55Q: 3 clusters Score -4375242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -4375248.000000 Penalty: 5222.966309
	Iteration 56Q: 3 clusters Score -4375248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4375247.000000 Penalty: 5222.966309
	Iteration 57Q: 3 clusters Score -4375247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4375248.000000 Penalty: 5222.966309
	Iteration 58Q: 3 clusters Score -4375248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -4375251.500000 Penalty: 5222.966309
	Iteration 59Q: 3 clusters Score -4375252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4375252.000000 Penalty: 5222.966309
	Iteration 60F: 3 clusters Score -4375252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4375250.500000 Penalty: 5222.966309
	Iteration 61Q: 3 clusters Score -4375250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4375249.000000 Penalty: 5222.966309
	Iteration 62Q: 3 clusters Score -4375249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4375252.500000 Penalty: 5222.966309
	Iteration 63Q: 3 clusters Score -4375252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4375254.000000 Penalty: 5222.966309
	Iteration 64Q: 3 clusters Score -4375254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4375247.500000 Penalty: 5222.966309
	Iteration 65Q: 3 clusters Score -4375248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -4375249.500000 Penalty: 5222.966309
	Iteration 66Q: 3 clusters Score -4375250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -4375249.500000 Penalty: 5222.966309
	Iteration 67F: 3 clusters Score -4375250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -110243.968750 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -110244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108517.960938 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -108518 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108937.789062 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -108937.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -109055.953125 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -109056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109129.640625 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -109129.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109180.062500 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -109180.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109253.210938 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -109253.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -109339.679688 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -109339.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -109413.312500 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -109413.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -109469.414062 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -109469.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -109523.820312 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -109523.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -109636.351562 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -109636.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109747.414062 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -109747.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109858.578125 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -109858.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109995.398438 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -109995.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -110089.085938 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -110089.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110110.320312 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -110110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110113.000000 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -110113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110114.671875 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -110114.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110114.671875 Penalty: 3301.736328
	Iteration 18F: 3 clusters Score -110114.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Entering Unmasked Estep 
Score: -1170688.625000 Penalty: 2287.146973
	Iteration 0F: 2 clusters Score -1170689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1162923.500000 Penalty: 4574.293945
	Iteration 0F: 3 clusters Score -1162924 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1165142.750000 Penalty: 4574.293945
	Iteration 1F: 3 clusters Score -1165143 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1165442.625000 Penalty: 4574.293945
	Iteration 2F: 3 clusters Score -1165443 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1165652.625000 Penalty: 4574.293945
	Iteration 3Q: 3 clusters Score -1165653 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1165832.625000 Penalty: 4574.293945
	Iteration 4Q: 3 clusters Score -1165833 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1166035.500000 Penalty: 4574.293945
	Iteration 5Q: 3 clusters Score -1166036 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1166268.000000 Penalty: 4574.293945
	Iteration 6Q: 3 clusters Score -1166268 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1166537.750000 Penalty: 4574.293945
	Iteration 7Q: 3 clusters Score -1166538 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1166831.125000 Penalty: 4574.293945
	Iteration 8Q: 3 clusters Score -1166831 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1167164.750000 Penalty: 4574.293945
	Iteration 9Q: 3 clusters Score -1167165 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1167530.125000 Penalty: 4574.293945
	Iteration 10Q: 3 clusters Score -1167530 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1167890.750000 Penalty: 4574.293945
	Iteration 11Q: 3 clusters Score -1167891 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1168250.875000 Penalty: 4574.293945
	Iteration 12Q: 3 clusters Score -1168251 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1168581.500000 Penalty: 4574.293945
	Iteration 13Q: 3 clusters Score -1168582 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1168815.125000 Penalty: 4574.293945
	Iteration 14Q: 3 clusters Score -1168815 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1168936.250000 Penalty: 4574.293945
	Iteration 15Q: 3 clusters Score -1168936 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1168992.250000 Penalty: 4574.293945
	Iteration 16Q: 3 clusters Score -1168992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1169024.625000 Penalty: 4574.293945
	Iteration 17Q: 3 clusters Score -1169025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1169045.750000 Penalty: 4574.293945
	Iteration 18Q: 3 clusters Score -1169046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1169064.250000 Penalty: 4574.293945
	Iteration 19Q: 3 clusters Score -1169064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1169076.000000 Penalty: 4574.293945
	Iteration 20F: 3 clusters Score -1169076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1169089.875000 Penalty: 4574.293945
	Iteration 21Q: 3 clusters Score -1169090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1169100.250000 Penalty: 4574.293945
	Iteration 22Q: 3 clusters Score -1169100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1169109.750000 Penalty: 4574.293945
	Iteration 23Q: 3 clusters Score -1169110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1169116.625000 Penalty: 4574.293945
	Iteration 24Q: 3 clusters Score -1169117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1169117.000000 Penalty: 4574.293945
	Iteration 25Q: 3 clusters Score -1169117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1169118.625000 Penalty: 4574.293945
	Iteration 26Q: 3 clusters Score -1169119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1169118.000000 Penalty: 4574.293945
	Iteration 27Q: 3 clusters Score -1169118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1169122.125000 Penalty: 4574.293945
	Iteration 28Q: 3 clusters Score -1169122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1169122.375000 Penalty: 4574.293945
	Iteration 29Q: 3 clusters Score -1169122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1169124.250000 Penalty: 4574.293945
	Iteration 30Q: 3 clusters Score -1169124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1169126.625000 Penalty: 4574.293945
	Iteration 31Q: 3 clusters Score -1169127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1169127.625000 Penalty: 4574.293945
	Iteration 32Q: 3 clusters Score -1169128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1169128.875000 Penalty: 4574.293945
	Iteration 33Q: 3 clusters Score -1169129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1169131.125000 Penalty: 4574.293945
	Iteration 34Q: 3 clusters Score -1169131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1169131.125000 Penalty: 4574.293945
	Iteration 35F: 3 clusters Score -1169131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (169624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169624 members 
Entering Unmasked Estep 
Score: -20044296.000000 Penalty: 2986.252197
	Iteration 0F: 2 clusters Score -2.00443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -19931860.000000 Penalty: 5972.504395
	Iteration 0F: 3 clusters Score -1.993186e+07 nChanged 81348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -19978822.000000 Penalty: 5972.504395
	Iteration 1F: 3 clusters Score -1.997882e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -19980274.000000 Penalty: 5972.504395
	Iteration 2Q: 3 clusters Score -1.998027e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 83757 members 
Entering Unmasked Estep 
Score: -19981776.000000 Penalty: 5972.504395
	Iteration 3Q: 3 clusters Score -1.998178e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -19983588.000000 Penalty: 5972.504395
	Iteration 4Q: 3 clusters Score -1.998359e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -19986192.000000 Penalty: 5972.504395
	Iteration 5Q: 3 clusters Score -1.998619e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -19989476.000000 Penalty: 5972.504395
	Iteration 6Q: 3 clusters Score -1.998948e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -19994214.000000 Penalty: 5972.504395
	Iteration 7F: 3 clusters Score -1.999421e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -20000100.000000 Penalty: 5972.504395
	Iteration 8F: 3 clusters Score -2.00001e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
Score: -20006890.000000 Penalty: 5972.504395
	Iteration 9F: 3 clusters Score -2.000689e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -20013334.000000 Penalty: 5972.504395
	Iteration 10F: 3 clusters Score -2.001333e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -20017804.000000 Penalty: 5972.504395
	Iteration 11Q: 3 clusters Score -2.00178e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -20020036.000000 Penalty: 5972.504395
	Iteration 12Q: 3 clusters Score -2.002004e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -20021068.000000 Penalty: 5972.504395
	Iteration 13Q: 3 clusters Score -2.002107e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -20021866.000000 Penalty: 5972.504395
	Iteration 14Q: 3 clusters Score -2.002187e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -20022416.000000 Penalty: 5972.504395
	Iteration 15Q: 3 clusters Score -2.002242e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -20023044.000000 Penalty: 5972.504395
	Iteration 16Q: 3 clusters Score -2.002304e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -20023560.000000 Penalty: 5972.504395
	Iteration 17Q: 3 clusters Score -2.002356e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -20024012.000000 Penalty: 5972.504395
	Iteration 18Q: 3 clusters Score -2.002401e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95512 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -20024394.000000 Penalty: 5972.504395
	Iteration 19Q: 3 clusters Score -2.002439e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -20024900.000000 Penalty: 5972.504395
	Iteration 20F: 3 clusters Score -2.00249e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -20025344.000000 Penalty: 5972.504395
	Iteration 21Q: 3 clusters Score -2.002534e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -20025746.000000 Penalty: 5972.504395
	Iteration 22Q: 3 clusters Score -2.002575e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -20026156.000000 Penalty: 5972.504395
	Iteration 23Q: 3 clusters Score -2.002616e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -20026496.000000 Penalty: 5972.504395
	Iteration 24Q: 3 clusters Score -2.00265e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -20026740.000000 Penalty: 5972.504395
	Iteration 25Q: 3 clusters Score -2.002674e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92597 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -20026958.000000 Penalty: 5972.504395
	Iteration 26Q: 3 clusters Score -2.002696e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -20027116.000000 Penalty: 5972.504395
	Iteration 27Q: 3 clusters Score -2.002712e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -20027280.000000 Penalty: 5972.504395
	Iteration 28Q: 3 clusters Score -2.002728e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90965 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -20027430.000000 Penalty: 5972.504395
	Iteration 29Q: 3 clusters Score -2.002743e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -20027622.000000 Penalty: 5972.504395
	Iteration 30Q: 3 clusters Score -2.002762e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -20027704.000000 Penalty: 5972.504395
	Iteration 31Q: 3 clusters Score -2.00277e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -20027794.000000 Penalty: 5972.504395
	Iteration 32Q: 3 clusters Score -2.002779e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 81119 members 
Entering Unmasked Estep 
Score: -20027958.000000 Penalty: 5972.504395
	Iteration 33Q: 3 clusters Score -2.002796e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -20027958.000000 Penalty: 5972.504395
	Iteration 34Q: 3 clusters Score -2.002796e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -20028022.000000 Penalty: 5972.504395
	Iteration 35Q: 3 clusters Score -2.002802e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -20028014.000000 Penalty: 5972.504395
	Iteration 36Q: 3 clusters Score -2.002801e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -20028130.000000 Penalty: 5972.504395
	Iteration 37Q: 3 clusters Score -2.002813e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -20028162.000000 Penalty: 5972.504395
	Iteration 38Q: 3 clusters Score -2.002816e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -20028206.000000 Penalty: 5972.504395
	Iteration 39Q: 3 clusters Score -2.002821e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -20028246.000000 Penalty: 5972.504395
	Iteration 40F: 3 clusters Score -2.002825e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -20028276.000000 Penalty: 5972.504395
	Iteration 41Q: 3 clusters Score -2.002828e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -20028348.000000 Penalty: 5972.504395
	Iteration 42Q: 3 clusters Score -2.002835e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -20028368.000000 Penalty: 5972.504395
	Iteration 43Q: 3 clusters Score -2.002837e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81967 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -20028354.000000 Penalty: 5972.504395
	Iteration 44Q: 3 clusters Score -2.002835e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -20028504.000000 Penalty: 5972.504395
	Iteration 45Q: 3 clusters Score -2.00285e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -20028422.000000 Penalty: 5972.504395
	Iteration 46Q: 3 clusters Score -2.002842e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -20028456.000000 Penalty: 5972.504395
	Iteration 47Q: 3 clusters Score -2.002846e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -20028490.000000 Penalty: 5972.504395
	Iteration 48Q: 3 clusters Score -2.002849e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -20028502.000000 Penalty: 5972.504395
	Iteration 49Q: 3 clusters Score -2.00285e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -20028564.000000 Penalty: 5972.504395
	Iteration 50Q: 3 clusters Score -2.002856e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -20028612.000000 Penalty: 5972.504395
	Iteration 51Q: 3 clusters Score -2.002861e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -20028622.000000 Penalty: 5972.504395
	Iteration 52Q: 3 clusters Score -2.002862e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -20028620.000000 Penalty: 5972.504395
	Iteration 53Q: 3 clusters Score -2.002862e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -20028578.000000 Penalty: 5972.504395
	Iteration 54Q: 3 clusters Score -2.002858e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -20028664.000000 Penalty: 5972.504395
	Iteration 55Q: 3 clusters Score -2.002866e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -20028704.000000 Penalty: 5972.504395
	Iteration 56Q: 3 clusters Score -2.00287e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -20028700.000000 Penalty: 5972.504395
	Iteration 57Q: 3 clusters Score -2.00287e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -20028736.000000 Penalty: 5972.504395
	Iteration 58Q: 3 clusters Score -2.002874e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -20028746.000000 Penalty: 5972.504395
	Iteration 59Q: 3 clusters Score -2.002875e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -20028796.000000 Penalty: 5972.504395
	Iteration 60F: 3 clusters Score -2.00288e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -20028850.000000 Penalty: 5972.504395
	Iteration 61Q: 3 clusters Score -2.002885e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -20028896.000000 Penalty: 5972.504395
	Iteration 62Q: 3 clusters Score -2.00289e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 98068 members 
Entering Unmasked Estep 
Score: -20028990.000000 Penalty: 5972.504395
	Iteration 63Q: 3 clusters Score -2.002899e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 98675 members 
Entering Unmasked Estep 
Score: -20029050.000000 Penalty: 5972.504395
	Iteration 64Q: 3 clusters Score -2.002905e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -20029054.000000 Penalty: 5972.504395
	Iteration 65Q: 3 clusters Score -2.002905e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -20029026.000000 Penalty: 5972.504395
	Iteration 66Q: 3 clusters Score -2.002903e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 100382 members 
Entering Unmasked Estep 
Score: -20029038.000000 Penalty: 5972.504395
	Iteration 67Q: 3 clusters Score -2.002904e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -20029036.000000 Penalty: 5972.504395
	Iteration 68Q: 3 clusters Score -2.002904e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 101531 members 
Entering Unmasked Estep 
Score: -20029112.000000 Penalty: 5972.504395
	Iteration 69Q: 3 clusters Score -2.002911e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 102125 members 
Entering Unmasked Estep 
Score: -20029204.000000 Penalty: 5972.504395
	Iteration 70Q: 3 clusters Score -2.00292e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 102695 members 
Entering Unmasked Estep 
Score: -20029280.000000 Penalty: 5972.504395
	Iteration 71Q: 3 clusters Score -2.002928e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 103279 members 
Entering Unmasked Estep 
Score: -20029298.000000 Penalty: 5972.504395
	Iteration 72Q: 3 clusters Score -2.00293e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -20029260.000000 Penalty: 5972.504395
	Iteration 73Q: 3 clusters Score -2.002926e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -20029290.000000 Penalty: 5972.504395
	Iteration 74Q: 3 clusters Score -2.002929e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -20029266.000000 Penalty: 5972.504395
	Iteration 75Q: 3 clusters Score -2.002927e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
Score: -20029254.000000 Penalty: 5972.504395
	Iteration 76Q: 3 clusters Score -2.002925e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -20029386.000000 Penalty: 5972.504395
	Iteration 77Q: 3 clusters Score -2.002939e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 106643 members 
Entering Unmasked Estep 
Score: -20029462.000000 Penalty: 5972.504395
	Iteration 78Q: 3 clusters Score -2.002946e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -20029474.000000 Penalty: 5972.504395
	Iteration 79Q: 3 clusters Score -2.002947e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 107742 members 
Entering Unmasked Estep 
Score: -20029468.000000 Penalty: 5972.504395
	Iteration 80F: 3 clusters Score -2.002947e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 108284 members 
Entering Unmasked Estep 
Score: -20029490.000000 Penalty: 5972.504395
	Iteration 81Q: 3 clusters Score -2.002949e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -20029498.000000 Penalty: 5972.504395
	Iteration 82Q: 3 clusters Score -2.00295e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 109430 members 
Entering Unmasked Estep 
Score: -20029458.000000 Penalty: 5972.504395
	Iteration 83Q: 3 clusters Score -2.002946e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 110052 members 
Entering Unmasked Estep 
Score: -20029496.000000 Penalty: 5972.504395
	Iteration 84Q: 3 clusters Score -2.00295e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 110724 members 
Entering Unmasked Estep 
Score: -20029566.000000 Penalty: 5972.504395
	Iteration 85Q: 3 clusters Score -2.002957e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 111388 members 
Entering Unmasked Estep 
Score: -20029570.000000 Penalty: 5972.504395
	Iteration 86Q: 3 clusters Score -2.002957e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 112032 members 
Entering Unmasked Estep 
Score: -20029652.000000 Penalty: 5972.504395
	Iteration 87Q: 3 clusters Score -2.002965e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -20029684.000000 Penalty: 5972.504395
	Iteration 88Q: 3 clusters Score -2.002968e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 113346 members 
Entering Unmasked Estep 
Score: -20029728.000000 Penalty: 5972.504395
	Iteration 89Q: 3 clusters Score -2.002973e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 113999 members 
Entering Unmasked Estep 
Score: -20029756.000000 Penalty: 5972.504395
	Iteration 90Q: 3 clusters Score -2.002976e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -20029722.000000 Penalty: 5972.504395
	Iteration 91Q: 3 clusters Score -2.002972e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 115435 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.002983e+07 nChanged 777
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 116212 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.002996e+07 nChanged 772
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 116984 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.003006e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 117743 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.003016e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 118539 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.003028e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 119369 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.003032e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 120211 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.003045e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 121015 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.003049e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 121914 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.003055e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 122825 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.003062e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.003073e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 124692 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.003089e+07 nChanged 951
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 125643 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.003091e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 126596 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.003108e+07 nChanged 950
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 127544 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.003122e+07 nChanged 923
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 128467 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.003138e+07 nChanged 913
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.003152e+07 nChanged 925
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 130305 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.003166e+07 nChanged 952
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 131255 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.003172e+07 nChanged 1048
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 132303 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.003186e+07 nChanged 1000
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 133299 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.003199e+07 nChanged 1072
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.003222e+07 nChanged 1105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.003244e+07 nChanged 1148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 136622 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.003275e+07 nChanged 1163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 137779 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.003292e+07 nChanged 1198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 138977 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.003312e+07 nChanged 1160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 140137 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.003337e+07 nChanged 1199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 141334 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.003363e+07 nChanged 1238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 142570 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.003387e+07 nChanged 1249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 143819 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.003426e+07 nChanged 1257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 145076 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.003461e+07 nChanged 1214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 146290 members 
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	Iteration 123Q: 3 clusters Score -2.00349e+07 nChanged 1213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 147497 members 
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	Iteration 124Q: 3 clusters Score -2.003506e+07 nChanged 1184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 148677 members 
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	Iteration 125Q: 3 clusters Score -2.003536e+07 nChanged 1198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 149875 members 
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	Iteration 126Q: 3 clusters Score -2.00357e+07 nChanged 1169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 151044 members 
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	Iteration 127Q: 3 clusters Score -2.003611e+07 nChanged 1189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.003642e+07 nChanged 1154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 153385 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.003674e+07 nChanged 1150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.003703e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 155671 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.003726e+07 nChanged 1169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 156840 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.00377e+07 nChanged 1143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 157983 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.003806e+07 nChanged 1156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 159139 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.003846e+07 nChanged 1078
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 160215 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.003877e+07 nChanged 1028
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 161243 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.003916e+07 nChanged 1036
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.003961e+07 nChanged 883
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 163162 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.003993e+07 nChanged 769
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 163931 members 
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	Iteration 139Q: 3 clusters Score -2.004018e+07 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.004046e+07 nChanged 573
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.004069e+07 nChanged 511
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 165690 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.004098e+07 nChanged 435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 166121 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.004122e+07 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 166453 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.004136e+07 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 166732 members 
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	Iteration 145Q: 3 clusters Score -2.00414e+07 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 166964 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.004152e+07 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 167146 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.004161e+07 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.004169e+07 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 167419 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.004174e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 167520 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.004176e+07 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 167606 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.004181e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 167693 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.004183e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 167767 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.004188e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.004187e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 167875 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.004188e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 167920 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.004188e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 167957 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.00419e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 167982 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.004192e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 168011 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.004192e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 168037 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2.004192e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 168062 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.004196e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.004197e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.0042e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 168150 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.004201e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 168165 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.004202e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 168183 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.004203e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 168201 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.004203e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 168216 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.004202e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 168224 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.0042e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 168228 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.0042e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 168236 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.004201e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 168248 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.004203e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 168257 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.004203e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 168267 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.004203e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 168278 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.004205e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 168287 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.004205e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 168293 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.004205e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 168296 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.004206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 168298 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.004205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 168301 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2.004206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 168304 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.004206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 168306 members 
Entering Unmasked Estep 
Score: -20042064.000000 Penalty: 5972.504395
	Iteration 182Q: 3 clusters Score -2.004206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 168306 members 
Entering Unmasked Estep 
Score: -20042064.000000 Penalty: 5972.504395
	Iteration 183F: 3 clusters Score -2.004206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -26027.810547 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -26027.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24844.117188 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -24844.12 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25140.994141 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -25140.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25274.697266 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -25274.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25329.326172 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -25329.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25356.519531 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -25356.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25390.361328 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -25390.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25393.341797 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -25393.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25393.341797 Penalty: 2975.472656
	Iteration 7F: 3 clusters Score -25393.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -502850.437500 Penalty: 2081.798096
	Iteration 0F: 2 clusters Score -502850.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -498725.968750 Penalty: 4163.596191
	Iteration 0F: 3 clusters Score -498726 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -499731.812500 Penalty: 4163.596191
	Iteration 1F: 3 clusters Score -499731.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -499905.062500 Penalty: 4163.596191
	Iteration 2F: 3 clusters Score -499905.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -500032.437500 Penalty: 4163.596191
	Iteration 3Q: 3 clusters Score -500032.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -500118.281250 Penalty: 4163.596191
	Iteration 4Q: 3 clusters Score -500118.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -500179.937500 Penalty: 4163.596191
	Iteration 5Q: 3 clusters Score -500179.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -500240.593750 Penalty: 4163.596191
	Iteration 6Q: 3 clusters Score -500240.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -500289.968750 Penalty: 4163.596191
	Iteration 7Q: 3 clusters Score -500290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -500327.125000 Penalty: 4163.596191
	Iteration 8Q: 3 clusters Score -500327.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -500372.250000 Penalty: 4163.596191
	Iteration 9Q: 3 clusters Score -500372.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -500430.562500 Penalty: 4163.596191
	Iteration 10Q: 3 clusters Score -500430.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -500479.968750 Penalty: 4163.596191
	Iteration 11Q: 3 clusters Score -500480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -500536.781250 Penalty: 4163.596191
	Iteration 12Q: 3 clusters Score -500536.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -500600.656250 Penalty: 4163.596191
	Iteration 13Q: 3 clusters Score -500600.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -500651.750000 Penalty: 4163.596191
	Iteration 14Q: 3 clusters Score -500651.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -500699.750000 Penalty: 4163.596191
	Iteration 15Q: 3 clusters Score -500699.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -500737.156250 Penalty: 4163.596191
	Iteration 16Q: 3 clusters Score -500737.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -500777.437500 Penalty: 4163.596191
	Iteration 17Q: 3 clusters Score -500777.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -500824.250000 Penalty: 4163.596191
	Iteration 18Q: 3 clusters Score -500824.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -500858.281250 Penalty: 4163.596191
	Iteration 19Q: 3 clusters Score -500858.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -500890.562500 Penalty: 4163.596191
	Iteration 20F: 3 clusters Score -500890.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -500926.906250 Penalty: 4163.596191
	Iteration 21Q: 3 clusters Score -500926.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -500966.093750 Penalty: 4163.596191
	Iteration 22Q: 3 clusters Score -500966.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -500997.593750 Penalty: 4163.596191
	Iteration 23Q: 3 clusters Score -500997.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -501034.468750 Penalty: 4163.596191
	Iteration 24Q: 3 clusters Score -501034.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -501058.812500 Penalty: 4163.596191
	Iteration 25Q: 3 clusters Score -501058.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -501078.312500 Penalty: 4163.596191
	Iteration 26Q: 3 clusters Score -501078.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -501094.500000 Penalty: 4163.596191
	Iteration 27Q: 3 clusters Score -501094.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -501112.062500 Penalty: 4163.596191
	Iteration 28Q: 3 clusters Score -501112.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -501123.718750 Penalty: 4163.596191
	Iteration 29Q: 3 clusters Score -501123.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -501133.750000 Penalty: 4163.596191
	Iteration 30Q: 3 clusters Score -501133.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -501139.281250 Penalty: 4163.596191
	Iteration 31Q: 3 clusters Score -501139.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -501144.625000 Penalty: 4163.596191
	Iteration 32Q: 3 clusters Score -501144.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -501150.093750 Penalty: 4163.596191
	Iteration 33Q: 3 clusters Score -501150.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -501153.843750 Penalty: 4163.596191
	Iteration 34Q: 3 clusters Score -501153.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -501160.156250 Penalty: 4163.596191
	Iteration 35Q: 3 clusters Score -501160.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -501166.875000 Penalty: 4163.596191
	Iteration 36Q: 3 clusters Score -501166.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -501170.468750 Penalty: 4163.596191
	Iteration 37Q: 3 clusters Score -501170.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -501173.156250 Penalty: 4163.596191
	Iteration 38Q: 3 clusters Score -501173.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -501176.093750 Penalty: 4163.596191
	Iteration 39Q: 3 clusters Score -501176.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -501179.906250 Penalty: 4163.596191
	Iteration 40F: 3 clusters Score -501179.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -501186.625000 Penalty: 4163.596191
	Iteration 41Q: 3 clusters Score -501186.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -501191.062500 Penalty: 4163.596191
	Iteration 42Q: 3 clusters Score -501191.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -501199.750000 Penalty: 4163.596191
	Iteration 43Q: 3 clusters Score -501199.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -501206.187500 Penalty: 4163.596191
	Iteration 44Q: 3 clusters Score -501206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -501209.437500 Penalty: 4163.596191
	Iteration 45Q: 3 clusters Score -501209.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -501211.406250 Penalty: 4163.596191
	Iteration 46Q: 3 clusters Score -501211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -501213.437500 Penalty: 4163.596191
	Iteration 47Q: 3 clusters Score -501213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -501214.531250 Penalty: 4163.596191
	Iteration 48Q: 3 clusters Score -501214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -501214.093750 Penalty: 4163.596191
	Iteration 49Q: 3 clusters Score -501214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -501214.093750 Penalty: 4163.596191
	Iteration 50F: 3 clusters Score -501214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Entering Unmasked Estep 
Score: -4238815.000000 Penalty: 2624.236084
	Iteration 0F: 2 clusters Score -4238815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -4212078.000000 Penalty: 5248.472168
	Iteration 0F: 3 clusters Score -4212078 nChanged 18021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4222153.500000 Penalty: 5248.472168
	Iteration 1F: 3 clusters Score -4222154 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -4223152.500000 Penalty: 5248.472168
	Iteration 2F: 3 clusters Score -4223152 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4224564.500000 Penalty: 5248.472168
	Iteration 3F: 3 clusters Score -4224564 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -4226576.000000 Penalty: 5248.472168
	Iteration 4F: 3 clusters Score -4226576 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -4229008.000000 Penalty: 5248.472168
	Iteration 5F: 3 clusters Score -4229008 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -4231302.500000 Penalty: 5248.472168
	Iteration 6F: 3 clusters Score -4231302 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -4233105.000000 Penalty: 5248.472168
	Iteration 7F: 3 clusters Score -4233105 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4234296.500000 Penalty: 5248.472168
	Iteration 8Q: 3 clusters Score -4234296 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -4235160.000000 Penalty: 5248.472168
	Iteration 9Q: 3 clusters Score -4235160 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -4235768.000000 Penalty: 5248.472168
	Iteration 10Q: 3 clusters Score -4235768 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4236181.500000 Penalty: 5248.472168
	Iteration 11Q: 3 clusters Score -4236182 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4236453.000000 Penalty: 5248.472168
	Iteration 12Q: 3 clusters Score -4236453 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4236651.500000 Penalty: 5248.472168
	Iteration 13Q: 3 clusters Score -4236652 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4236780.000000 Penalty: 5248.472168
	Iteration 14Q: 3 clusters Score -4236780 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4236887.000000 Penalty: 5248.472168
	Iteration 15Q: 3 clusters Score -4236887 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4236953.500000 Penalty: 5248.472168
	Iteration 16Q: 3 clusters Score -4236954 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4237011.000000 Penalty: 5248.472168
	Iteration 17Q: 3 clusters Score -4237011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4237063.500000 Penalty: 5248.472168
	Iteration 18Q: 3 clusters Score -4237064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4237117.000000 Penalty: 5248.472168
	Iteration 19Q: 3 clusters Score -4237117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4237175.500000 Penalty: 5248.472168
	Iteration 20F: 3 clusters Score -4237176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4237202.500000 Penalty: 5248.472168
	Iteration 21Q: 3 clusters Score -4237202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4237218.500000 Penalty: 5248.472168
	Iteration 22Q: 3 clusters Score -4237218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4237237.000000 Penalty: 5248.472168
	Iteration 23Q: 3 clusters Score -4237237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4237245.500000 Penalty: 5248.472168
	Iteration 24Q: 3 clusters Score -4237246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4237252.500000 Penalty: 5248.472168
	Iteration 25Q: 3 clusters Score -4237252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4237257.500000 Penalty: 5248.472168
	Iteration 26Q: 3 clusters Score -4237258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4237265.500000 Penalty: 5248.472168
	Iteration 27Q: 3 clusters Score -4237266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4237266.000000 Penalty: 5248.472168
	Iteration 28Q: 3 clusters Score -4237266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4237267.000000 Penalty: 5248.472168
	Iteration 29Q: 3 clusters Score -4237267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4237274.000000 Penalty: 5248.472168
	Iteration 30Q: 3 clusters Score -4237274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4237279.500000 Penalty: 5248.472168
	Iteration 31Q: 3 clusters Score -4237280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4237283.500000 Penalty: 5248.472168
	Iteration 32Q: 3 clusters Score -4237284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4237289.000000 Penalty: 5248.472168
	Iteration 33Q: 3 clusters Score -4237289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4237285.500000 Penalty: 5248.472168
	Iteration 34Q: 3 clusters Score -4237286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4237291.500000 Penalty: 5248.472168
	Iteration 35Q: 3 clusters Score -4237292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4237292.500000 Penalty: 5248.472168
	Iteration 36Q: 3 clusters Score -4237292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4237297.000000 Penalty: 5248.472168
	Iteration 37Q: 3 clusters Score -4237297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4237303.500000 Penalty: 5248.472168
	Iteration 38Q: 3 clusters Score -4237304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4237305.000000 Penalty: 5248.472168
	Iteration 39Q: 3 clusters Score -4237305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4237307.000000 Penalty: 5248.472168
	Iteration 40F: 3 clusters Score -4237307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4237306.500000 Penalty: 5248.472168
	Iteration 41Q: 3 clusters Score -4237306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4237307.000000 Penalty: 5248.472168
	Iteration 42Q: 3 clusters Score -4237307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4237307.500000 Penalty: 5248.472168
	Iteration 43Q: 3 clusters Score -4237308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4237311.500000 Penalty: 5248.472168
	Iteration 44Q: 3 clusters Score -4237312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4237310.500000 Penalty: 5248.472168
	Iteration 45Q: 3 clusters Score -4237310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4237308.000000 Penalty: 5248.472168
	Iteration 46Q: 3 clusters Score -4237308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4237306.500000 Penalty: 5248.472168
	Iteration 47Q: 3 clusters Score -4237306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4237305.500000 Penalty: 5248.472168
	Iteration 48Q: 3 clusters Score -4237306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4237305.500000 Penalty: 5248.472168
	Iteration 49F: 3 clusters Score -4237306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -28574.982422 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -28574.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27499.326172 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -27499.33 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27890.304688 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -27890.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27969.818359 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -27969.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28034.675781 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -28034.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28103.970703 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -28103.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28134.001953 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28153.007812 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -28153.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28154.505859 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -28154.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28154.505859 Penalty: 2832.371582
	Iteration 8F: 3 clusters Score -28154.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Entering Unmasked Estep 
Score: -764412.875000 Penalty: 2182.502930
	Iteration 0F: 2 clusters Score -764412.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -758880.375000 Penalty: 4365.005859
	Iteration 0F: 3 clusters Score -758880.4 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -760492.750000 Penalty: 4365.005859
	Iteration 1F: 3 clusters Score -760492.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -760956.375000 Penalty: 4365.005859
	Iteration 2F: 3 clusters Score -760956.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -761378.062500 Penalty: 4365.005859
	Iteration 3F: 3 clusters Score -761378.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -761788.437500 Penalty: 4365.005859
	Iteration 4F: 3 clusters Score -761788.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -762222.937500 Penalty: 4365.005859
	Iteration 5F: 3 clusters Score -762222.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -762600.937500 Penalty: 4365.005859
	Iteration 6F: 3 clusters Score -762600.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -762949.875000 Penalty: 4365.005859
	Iteration 7F: 3 clusters Score -762949.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -763305.312500 Penalty: 4365.005859
	Iteration 8Q: 3 clusters Score -763305.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -763674.437500 Penalty: 4365.005859
	Iteration 9Q: 3 clusters Score -763674.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -763982.937500 Penalty: 4365.005859
	Iteration 10Q: 3 clusters Score -763982.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -764172.312500 Penalty: 4365.005859
	Iteration 11Q: 3 clusters Score -764172.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -764255.500000 Penalty: 4365.005859
	Iteration 12Q: 3 clusters Score -764255.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -764280.187500 Penalty: 4365.005859
	Iteration 13Q: 3 clusters Score -764280.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -764293.562500 Penalty: 4365.005859
	Iteration 14Q: 3 clusters Score -764293.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -764298.250000 Penalty: 4365.005859
	Iteration 15Q: 3 clusters Score -764298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -764296.875000 Penalty: 4365.005859
	Iteration 16Q: 3 clusters Score -764296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -764298.687500 Penalty: 4365.005859
	Iteration 17Q: 3 clusters Score -764298.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -764300.125000 Penalty: 4365.005859
	Iteration 18Q: 3 clusters Score -764300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -764298.500000 Penalty: 4365.005859
	Iteration 19Q: 3 clusters Score -764298.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -764298.500000 Penalty: 4365.005859
	Iteration 20F: 3 clusters Score -764298.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Entering Unmasked Estep 
Score: -1378793.750000 Penalty: 2327.388184
	Iteration 0F: 2 clusters Score -1378794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1369930.125000 Penalty: 4654.776367
	Iteration 0F: 3 clusters Score -1369930 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1372668.750000 Penalty: 4654.776367
	Iteration 1F: 3 clusters Score -1372669 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1373058.750000 Penalty: 4654.776367
	Iteration 2F: 3 clusters Score -1373059 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1373467.000000 Penalty: 4654.776367
	Iteration 3F: 3 clusters Score -1373467 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1373882.500000 Penalty: 4654.776367
	Iteration 4F: 3 clusters Score -1373882 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1374270.625000 Penalty: 4654.776367
	Iteration 5Q: 3 clusters Score -1374271 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1374671.125000 Penalty: 4654.776367
	Iteration 6Q: 3 clusters Score -1374671 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1374987.750000 Penalty: 4654.776367
	Iteration 7Q: 3 clusters Score -1374988 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1375260.875000 Penalty: 4654.776367
	Iteration 8Q: 3 clusters Score -1375261 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1375487.750000 Penalty: 4654.776367
	Iteration 9Q: 3 clusters Score -1375488 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1375669.250000 Penalty: 4654.776367
	Iteration 10Q: 3 clusters Score -1375669 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1375833.750000 Penalty: 4654.776367
	Iteration 11Q: 3 clusters Score -1375834 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1375955.375000 Penalty: 4654.776367
	Iteration 12Q: 3 clusters Score -1375955 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1376086.750000 Penalty: 4654.776367
	Iteration 13Q: 3 clusters Score -1376087 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1376212.625000 Penalty: 4654.776367
	Iteration 14Q: 3 clusters Score -1376213 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1376322.000000 Penalty: 4654.776367
	Iteration 15Q: 3 clusters Score -1376322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1376423.500000 Penalty: 4654.776367
	Iteration 16Q: 3 clusters Score -1376424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1376520.875000 Penalty: 4654.776367
	Iteration 17Q: 3 clusters Score -1376521 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1376588.250000 Penalty: 4654.776367
	Iteration 18Q: 3 clusters Score -1376588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1376629.750000 Penalty: 4654.776367
	Iteration 19Q: 3 clusters Score -1376630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1376679.375000 Penalty: 4654.776367
	Iteration 20F: 3 clusters Score -1376679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1376712.000000 Penalty: 4654.776367
	Iteration 21Q: 3 clusters Score -1376712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1376739.250000 Penalty: 4654.776367
	Iteration 22Q: 3 clusters Score -1376739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1376765.125000 Penalty: 4654.776367
	Iteration 23Q: 3 clusters Score -1376765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1376784.125000 Penalty: 4654.776367
	Iteration 24Q: 3 clusters Score -1376784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1376797.000000 Penalty: 4654.776367
	Iteration 25Q: 3 clusters Score -1376797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1376803.375000 Penalty: 4654.776367
	Iteration 26Q: 3 clusters Score -1376803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1376808.125000 Penalty: 4654.776367
	Iteration 27Q: 3 clusters Score -1376808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1376816.000000 Penalty: 4654.776367
	Iteration 28Q: 3 clusters Score -1376816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1376817.125000 Penalty: 4654.776367
	Iteration 29Q: 3 clusters Score -1376817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1376824.125000 Penalty: 4654.776367
	Iteration 30Q: 3 clusters Score -1376824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1376830.375000 Penalty: 4654.776367
	Iteration 31Q: 3 clusters Score -1376830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1376833.250000 Penalty: 4654.776367
	Iteration 32Q: 3 clusters Score -1376833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1376838.750000 Penalty: 4654.776367
	Iteration 33Q: 3 clusters Score -1376839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1376843.750000 Penalty: 4654.776367
	Iteration 34Q: 3 clusters Score -1376844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1376847.750000 Penalty: 4654.776367
	Iteration 35Q: 3 clusters Score -1376848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1376854.250000 Penalty: 4654.776367
	Iteration 36Q: 3 clusters Score -1376854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1376861.500000 Penalty: 4654.776367
	Iteration 37Q: 3 clusters Score -1376862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1376869.875000 Penalty: 4654.776367
	Iteration 38Q: 3 clusters Score -1376870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1376878.750000 Penalty: 4654.776367
	Iteration 39Q: 3 clusters Score -1376879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1376885.125000 Penalty: 4654.776367
	Iteration 40F: 3 clusters Score -1376885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1376896.625000 Penalty: 4654.776367
	Iteration 41Q: 3 clusters Score -1376897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1376902.375000 Penalty: 4654.776367
	Iteration 42Q: 3 clusters Score -1376902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1376907.250000 Penalty: 4654.776367
	Iteration 43Q: 3 clusters Score -1376907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1376915.375000 Penalty: 4654.776367
	Iteration 44Q: 3 clusters Score -1376915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1376920.250000 Penalty: 4654.776367
	Iteration 45Q: 3 clusters Score -1376920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1376921.875000 Penalty: 4654.776367
	Iteration 46Q: 3 clusters Score -1376922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1376922.625000 Penalty: 4654.776367
	Iteration 47Q: 3 clusters Score -1376923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1376922.000000 Penalty: 4654.776367
	Iteration 48Q: 3 clusters Score -1376922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1376924.875000 Penalty: 4654.776367
	Iteration 49Q: 3 clusters Score -1376925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1376924.875000 Penalty: 4654.776367
	Iteration 50Q: 3 clusters Score -1376925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1376928.250000 Penalty: 4654.776367
	Iteration 51Q: 3 clusters Score -1376928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1376929.125000 Penalty: 4654.776367
	Iteration 52Q: 3 clusters Score -1376929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1376933.375000 Penalty: 4654.776367
	Iteration 53Q: 3 clusters Score -1376933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1376935.625000 Penalty: 4654.776367
	Iteration 54Q: 3 clusters Score -1376936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1376938.750000 Penalty: 4654.776367
	Iteration 55Q: 3 clusters Score -1376939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1376940.750000 Penalty: 4654.776367
	Iteration 56Q: 3 clusters Score -1376941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1376945.125000 Penalty: 4654.776367
	Iteration 57Q: 3 clusters Score -1376945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1376945.250000 Penalty: 4654.776367
	Iteration 58Q: 3 clusters Score -1376945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1376947.000000 Penalty: 4654.776367
	Iteration 59Q: 3 clusters Score -1376947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1376949.250000 Penalty: 4654.776367
	Iteration 60F: 3 clusters Score -1376949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1376951.375000 Penalty: 4654.776367
	Iteration 61Q: 3 clusters Score -1376951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1376951.125000 Penalty: 4654.776367
	Iteration 62Q: 3 clusters Score -1376951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1376951.125000 Penalty: 4654.776367
	Iteration 63F: 3 clusters Score -1376951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -287348.593750 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -287348.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -284460.562500 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -284460.6 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -284985.593750 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -284985.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -285113.500000 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -285113.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -285169.000000 Penalty: 3861.717529
	Iteration 3Q: 3 clusters Score -285169 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285216.812500 Penalty: 3861.717529
	Iteration 4Q: 3 clusters Score -285216.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -285253.218750 Penalty: 3861.717529
	Iteration 5Q: 3 clusters Score -285253.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -285276.375000 Penalty: 3861.717529
	Iteration 6Q: 3 clusters Score -285276.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -285293.687500 Penalty: 3861.717529
	Iteration 7Q: 3 clusters Score -285293.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -285313.000000 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -285313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -285330.125000 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -285330.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285343.843750 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -285343.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285351.531250 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -285351.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -285356.937500 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -285356.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285360.125000 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -285360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -285362.312500 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -285362.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -285366.562500 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -285366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285369.093750 Penalty: 3861.717529
	Iteration 16Q: 3 clusters Score -285369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285371.281250 Penalty: 3861.717529
	Iteration 17Q: 3 clusters Score -285371.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -285371.781250 Penalty: 3861.717529
	Iteration 18Q: 3 clusters Score -285371.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285375.062500 Penalty: 3861.717529
	Iteration 19Q: 3 clusters Score -285375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285377.156250 Penalty: 3861.717529
	Iteration 20F: 3 clusters Score -285377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285379.156250 Penalty: 3861.717529
	Iteration 21Q: 3 clusters Score -285379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -285379.343750 Penalty: 3861.717529
	Iteration 22Q: 3 clusters Score -285379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -285379.687500 Penalty: 3861.717529
	Iteration 23Q: 3 clusters Score -285379.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -285379.875000 Penalty: 3861.717529
	Iteration 24Q: 3 clusters Score -285379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -285379.875000 Penalty: 3861.717529
	Iteration 25F: 3 clusters Score -285379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -255866.015625 Penalty: 1907.644165
	Iteration 0F: 2 clusters Score -255866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -253112.218750 Penalty: 3815.288330
	Iteration 0F: 3 clusters Score -253112.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253626.703125 Penalty: 3815.288330
	Iteration 1F: 3 clusters Score -253626.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -253760.265625 Penalty: 3815.288330
	Iteration 2F: 3 clusters Score -253760.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -253842.578125 Penalty: 3815.288330
	Iteration 3Q: 3 clusters Score -253842.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -253905.687500 Penalty: 3815.288330
	Iteration 4Q: 3 clusters Score -253905.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -253959.046875 Penalty: 3815.288330
	Iteration 5Q: 3 clusters Score -253959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -254000.000000 Penalty: 3815.288330
	Iteration 6Q: 3 clusters Score -254000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -254039.750000 Penalty: 3815.288330
	Iteration 7Q: 3 clusters Score -254039.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -254072.156250 Penalty: 3815.288330
	Iteration 8Q: 3 clusters Score -254072.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -254100.703125 Penalty: 3815.288330
	Iteration 9Q: 3 clusters Score -254100.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -254121.437500 Penalty: 3815.288330
	Iteration 10Q: 3 clusters Score -254121.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -254141.406250 Penalty: 3815.288330
	Iteration 11Q: 3 clusters Score -254141.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -254155.046875 Penalty: 3815.288330
	Iteration 12Q: 3 clusters Score -254155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -254172.656250 Penalty: 3815.288330
	Iteration 13Q: 3 clusters Score -254172.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -254184.375000 Penalty: 3815.288330
	Iteration 14Q: 3 clusters Score -254184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -254195.125000 Penalty: 3815.288330
	Iteration 15Q: 3 clusters Score -254195.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -254207.437500 Penalty: 3815.288330
	Iteration 16Q: 3 clusters Score -254207.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -254216.718750 Penalty: 3815.288330
	Iteration 17Q: 3 clusters Score -254216.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -254226.750000 Penalty: 3815.288330
	Iteration 18Q: 3 clusters Score -254226.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -254238.843750 Penalty: 3815.288330
	Iteration 19Q: 3 clusters Score -254238.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -254249.453125 Penalty: 3815.288330
	Iteration 20F: 3 clusters Score -254249.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -254267.625000 Penalty: 3815.288330
	Iteration 21Q: 3 clusters Score -254267.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -254287.984375 Penalty: 3815.288330
	Iteration 22Q: 3 clusters Score -254288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -254303.343750 Penalty: 3815.288330
	Iteration 23Q: 3 clusters Score -254303.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -254316.750000 Penalty: 3815.288330
	Iteration 24Q: 3 clusters Score -254316.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -254328.375000 Penalty: 3815.288330
	Iteration 25Q: 3 clusters Score -254328.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -254343.718750 Penalty: 3815.288330
	Iteration 26Q: 3 clusters Score -254343.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -254361.937500 Penalty: 3815.288330
	Iteration 27Q: 3 clusters Score -254361.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -254376.984375 Penalty: 3815.288330
	Iteration 28Q: 3 clusters Score -254377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -254388.296875 Penalty: 3815.288330
	Iteration 29Q: 3 clusters Score -254388.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -254397.156250 Penalty: 3815.288330
	Iteration 30Q: 3 clusters Score -254397.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -254406.656250 Penalty: 3815.288330
	Iteration 31Q: 3 clusters Score -254406.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -254420.562500 Penalty: 3815.288330
	Iteration 32Q: 3 clusters Score -254420.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -254437.078125 Penalty: 3815.288330
	Iteration 33Q: 3 clusters Score -254437.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -254447.890625 Penalty: 3815.288330
	Iteration 34Q: 3 clusters Score -254447.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -254456.671875 Penalty: 3815.288330
	Iteration 35Q: 3 clusters Score -254456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -254461.812500 Penalty: 3815.288330
	Iteration 36Q: 3 clusters Score -254461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -254466.515625 Penalty: 3815.288330
	Iteration 37Q: 3 clusters Score -254466.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -254472.921875 Penalty: 3815.288330
	Iteration 38Q: 3 clusters Score -254472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -254477.453125 Penalty: 3815.288330
	Iteration 39Q: 3 clusters Score -254477.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -254484.828125 Penalty: 3815.288330
	Iteration 40F: 3 clusters Score -254484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -254491.953125 Penalty: 3815.288330
	Iteration 41Q: 3 clusters Score -254492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -254498.796875 Penalty: 3815.288330
	Iteration 42Q: 3 clusters Score -254498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -254507.843750 Penalty: 3815.288330
	Iteration 43Q: 3 clusters Score -254507.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -254512.640625 Penalty: 3815.288330
	Iteration 44Q: 3 clusters Score -254512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -254515.421875 Penalty: 3815.288330
	Iteration 45Q: 3 clusters Score -254515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -254517.875000 Penalty: 3815.288330
	Iteration 46Q: 3 clusters Score -254517.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -254518.468750 Penalty: 3815.288330
	Iteration 47Q: 3 clusters Score -254518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -254518.468750 Penalty: 3815.288330
	Iteration 48F: 3 clusters Score -254518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -264202.187500 Penalty: 1915.333862
	Iteration 0F: 2 clusters Score -264202.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -261458.953125 Penalty: 3830.667725
	Iteration 0F: 3 clusters Score -261459 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -261952.078125 Penalty: 3830.667725
	Iteration 1F: 3 clusters Score -261952.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -262057.078125 Penalty: 3830.667725
	Iteration 2F: 3 clusters Score -262057.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -262113.750000 Penalty: 3830.667725
	Iteration 3Q: 3 clusters Score -262113.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -262149.031250 Penalty: 3830.667725
	Iteration 4Q: 3 clusters Score -262149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -262172.125000 Penalty: 3830.667725
	Iteration 5Q: 3 clusters Score -262172.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -262190.343750 Penalty: 3830.667725
	Iteration 6Q: 3 clusters Score -262190.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -262204.437500 Penalty: 3830.667725
	Iteration 7Q: 3 clusters Score -262204.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -262224.156250 Penalty: 3830.667725
	Iteration 8Q: 3 clusters Score -262224.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -262242.937500 Penalty: 3830.667725
	Iteration 9Q: 3 clusters Score -262242.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -262258.156250 Penalty: 3830.667725
	Iteration 10Q: 3 clusters Score -262258.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -262270.781250 Penalty: 3830.667725
	Iteration 11Q: 3 clusters Score -262270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -262277.937500 Penalty: 3830.667725
	Iteration 12Q: 3 clusters Score -262277.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -262286.500000 Penalty: 3830.667725
	Iteration 13Q: 3 clusters Score -262286.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -262292.906250 Penalty: 3830.667725
	Iteration 14Q: 3 clusters Score -262292.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -262298.718750 Penalty: 3830.667725
	Iteration 15Q: 3 clusters Score -262298.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -262301.031250 Penalty: 3830.667725
	Iteration 16Q: 3 clusters Score -262301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -262303.906250 Penalty: 3830.667725
	Iteration 17Q: 3 clusters Score -262303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -262305.250000 Penalty: 3830.667725
	Iteration 18Q: 3 clusters Score -262305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -262308.531250 Penalty: 3830.667725
	Iteration 19Q: 3 clusters Score -262308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -262310.750000 Penalty: 3830.667725
	Iteration 20F: 3 clusters Score -262310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -262312.281250 Penalty: 3830.667725
	Iteration 21Q: 3 clusters Score -262312.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -262314.437500 Penalty: 3830.667725
	Iteration 22Q: 3 clusters Score -262314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -262316.781250 Penalty: 3830.667725
	Iteration 23Q: 3 clusters Score -262316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -262317.281250 Penalty: 3830.667725
	Iteration 24Q: 3 clusters Score -262317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -262317.281250 Penalty: 3830.667725
	Iteration 25F: 3 clusters Score -262317.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -662519.125000 Penalty: 2145.930908
	Iteration 0F: 2 clusters Score -662519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -657541.812500 Penalty: 4291.861816
	Iteration 0F: 3 clusters Score -657541.8 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -658785.062500 Penalty: 4291.861816
	Iteration 1F: 3 clusters Score -658785.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -659064.000000 Penalty: 4291.861816
	Iteration 2F: 3 clusters Score -659064 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -659307.187500 Penalty: 4291.861816
	Iteration 3F: 3 clusters Score -659307.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -659527.437500 Penalty: 4291.861816
	Iteration 4F: 3 clusters Score -659527.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -659739.250000 Penalty: 4291.861816
	Iteration 5Q: 3 clusters Score -659739.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -660000.125000 Penalty: 4291.861816
	Iteration 6F: 3 clusters Score -660000.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -660314.125000 Penalty: 4291.861816
	Iteration 7F: 3 clusters Score -660314.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -660633.812500 Penalty: 4291.861816
	Iteration 8F: 3 clusters Score -660633.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -660922.437500 Penalty: 4291.861816
	Iteration 9F: 3 clusters Score -660922.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -661171.187500 Penalty: 4291.861816
	Iteration 10F: 3 clusters Score -661171.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -661322.312500 Penalty: 4291.861816
	Iteration 11Q: 3 clusters Score -661322.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -661422.937500 Penalty: 4291.861816
	Iteration 12Q: 3 clusters Score -661422.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -661476.562500 Penalty: 4291.861816
	Iteration 13Q: 3 clusters Score -661476.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -661510.500000 Penalty: 4291.861816
	Iteration 14Q: 3 clusters Score -661510.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -661534.062500 Penalty: 4291.861816
	Iteration 15Q: 3 clusters Score -661534.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -661549.250000 Penalty: 4291.861816
	Iteration 16Q: 3 clusters Score -661549.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -661562.812500 Penalty: 4291.861816
	Iteration 17Q: 3 clusters Score -661562.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -661570.687500 Penalty: 4291.861816
	Iteration 18Q: 3 clusters Score -661570.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -661576.250000 Penalty: 4291.861816
	Iteration 19Q: 3 clusters Score -661576.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -661580.000000 Penalty: 4291.861816
	Iteration 20F: 3 clusters Score -661580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -661583.937500 Penalty: 4291.861816
	Iteration 21Q: 3 clusters Score -661583.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -661585.875000 Penalty: 4291.861816
	Iteration 22Q: 3 clusters Score -661585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -661587.875000 Penalty: 4291.861816
	Iteration 23Q: 3 clusters Score -661587.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -661589.812500 Penalty: 4291.861816
	Iteration 24Q: 3 clusters Score -661589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -661592.687500 Penalty: 4291.861816
	Iteration 25Q: 3 clusters Score -661592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -661592.875000 Penalty: 4291.861816
	Iteration 26Q: 3 clusters Score -661592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -661597.875000 Penalty: 4291.861816
	Iteration 27Q: 3 clusters Score -661597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -661600.187500 Penalty: 4291.861816
	Iteration 28Q: 3 clusters Score -661600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -661599.750000 Penalty: 4291.861816
	Iteration 29Q: 3 clusters Score -661599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -661601.687500 Penalty: 4291.861816
	Iteration 30Q: 3 clusters Score -661601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -661601.437500 Penalty: 4291.861816
	Iteration 31Q: 3 clusters Score -661601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -661601.687500 Penalty: 4291.861816
	Iteration 32Q: 3 clusters Score -661601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -661603.312500 Penalty: 4291.861816
	Iteration 33Q: 3 clusters Score -661603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -661605.062500 Penalty: 4291.861816
	Iteration 34Q: 3 clusters Score -661605.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -661604.187500 Penalty: 4291.861816
	Iteration 35Q: 3 clusters Score -661604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -661604.187500 Penalty: 4291.861816
	Iteration 36F: 3 clusters Score -661604.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -581067.812500 Penalty: 2113.253906
	Iteration 0F: 2 clusters Score -581067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -576598.687500 Penalty: 4226.507812
	Iteration 0F: 3 clusters Score -576598.7 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -577808.562500 Penalty: 4226.507812
	Iteration 1F: 3 clusters Score -577808.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -578180.187500 Penalty: 4226.507812
	Iteration 2F: 3 clusters Score -578180.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -578411.875000 Penalty: 4226.507812
	Iteration 3F: 3 clusters Score -578411.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -578584.187500 Penalty: 4226.507812
	Iteration 4F: 3 clusters Score -578584.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -578769.312500 Penalty: 4226.507812
	Iteration 5Q: 3 clusters Score -578769.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -578979.625000 Penalty: 4226.507812
	Iteration 6Q: 3 clusters Score -578979.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -579168.750000 Penalty: 4226.507812
	Iteration 7Q: 3 clusters Score -579168.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -579331.750000 Penalty: 4226.507812
	Iteration 8Q: 3 clusters Score -579331.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -579459.437500 Penalty: 4226.507812
	Iteration 9Q: 3 clusters Score -579459.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -579552.187500 Penalty: 4226.507812
	Iteration 10Q: 3 clusters Score -579552.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -579615.187500 Penalty: 4226.507812
	Iteration 11Q: 3 clusters Score -579615.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -579667.750000 Penalty: 4226.507812
	Iteration 12Q: 3 clusters Score -579667.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -579716.000000 Penalty: 4226.507812
	Iteration 13Q: 3 clusters Score -579716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -579759.125000 Penalty: 4226.507812
	Iteration 14Q: 3 clusters Score -579759.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -579787.875000 Penalty: 4226.507812
	Iteration 15Q: 3 clusters Score -579787.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -579804.687500 Penalty: 4226.507812
	Iteration 16Q: 3 clusters Score -579804.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -579811.375000 Penalty: 4226.507812
	Iteration 17Q: 3 clusters Score -579811.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -579816.625000 Penalty: 4226.507812
	Iteration 18Q: 3 clusters Score -579816.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -579819.687500 Penalty: 4226.507812
	Iteration 19Q: 3 clusters Score -579819.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -579824.625000 Penalty: 4226.507812
	Iteration 20F: 3 clusters Score -579824.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -579827.625000 Penalty: 4226.507812
	Iteration 21Q: 3 clusters Score -579827.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -579831.062500 Penalty: 4226.507812
	Iteration 22Q: 3 clusters Score -579831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -579832.000000 Penalty: 4226.507812
	Iteration 23Q: 3 clusters Score -579832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -579834.187500 Penalty: 4226.507812
	Iteration 24Q: 3 clusters Score -579834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -579835.375000 Penalty: 4226.507812
	Iteration 25Q: 3 clusters Score -579835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -579836.937500 Penalty: 4226.507812
	Iteration 26Q: 3 clusters Score -579836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -579837.062500 Penalty: 4226.507812
	Iteration 27Q: 3 clusters Score -579837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -579837.687500 Penalty: 4226.507812
	Iteration 28Q: 3 clusters Score -579837.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -579837.687500 Penalty: 4226.507812
	Iteration 29F: 3 clusters Score -579837.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -275355.343750 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -275355.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -272844.187500 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -272844.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -273467.000000 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -273467 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -273741.437500 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -273741.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -273960.718750 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -273960.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -274130.218750 Penalty: 3752.633545
	Iteration 4F: 3 clusters Score -274130.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -274261.718750 Penalty: 3752.633545
	Iteration 5F: 3 clusters Score -274261.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -274364.406250 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -274364.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -274426.906250 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -274426.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -274467.062500 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -274467.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -274508.218750 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -274508.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -274543.250000 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -274543.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -274563.625000 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -274563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -274570.375000 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -274570.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -274579.125000 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -274579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -274585.093750 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -274585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -274586.125000 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -274586.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -274586.125000 Penalty: 3752.633545
	Iteration 16F: 3 clusters Score -274586.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -638247.187500 Penalty: 2171.305664
	Iteration 0F: 2 clusters Score -638247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -632915.875000 Penalty: 4342.611328
	Iteration 0F: 3 clusters Score -632915.9 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -634473.937500 Penalty: 4342.611328
	Iteration 1F: 3 clusters Score -634473.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -634832.625000 Penalty: 4342.611328
	Iteration 2F: 3 clusters Score -634832.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -635134.500000 Penalty: 4342.611328
	Iteration 3F: 3 clusters Score -635134.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -635360.187500 Penalty: 4342.611328
	Iteration 4F: 3 clusters Score -635360.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -635514.187500 Penalty: 4342.611328
	Iteration 5Q: 3 clusters Score -635514.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -635627.562500 Penalty: 4342.611328
	Iteration 6Q: 3 clusters Score -635627.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -635723.687500 Penalty: 4342.611328
	Iteration 7Q: 3 clusters Score -635723.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -635811.312500 Penalty: 4342.611328
	Iteration 8Q: 3 clusters Score -635811.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -635902.062500 Penalty: 4342.611328
	Iteration 9Q: 3 clusters Score -635902.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -635977.437500 Penalty: 4342.611328
	Iteration 10Q: 3 clusters Score -635977.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -636038.187500 Penalty: 4342.611328
	Iteration 11Q: 3 clusters Score -636038.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -636101.437500 Penalty: 4342.611328
	Iteration 12Q: 3 clusters Score -636101.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -636173.625000 Penalty: 4342.611328
	Iteration 13Q: 3 clusters Score -636173.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -636253.562500 Penalty: 4342.611328
	Iteration 14Q: 3 clusters Score -636253.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -636351.125000 Penalty: 4342.611328
	Iteration 15Q: 3 clusters Score -636351.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -636435.937500 Penalty: 4342.611328
	Iteration 16Q: 3 clusters Score -636435.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -636519.250000 Penalty: 4342.611328
	Iteration 17Q: 3 clusters Score -636519.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -636572.312500 Penalty: 4342.611328
	Iteration 18Q: 3 clusters Score -636572.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -636614.312500 Penalty: 4342.611328
	Iteration 19Q: 3 clusters Score -636614.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -636650.125000 Penalty: 4342.611328
	Iteration 20F: 3 clusters Score -636650.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -636676.687500 Penalty: 4342.611328
	Iteration 21Q: 3 clusters Score -636676.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -636696.062500 Penalty: 4342.611328
	Iteration 22Q: 3 clusters Score -636696.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -636717.937500 Penalty: 4342.611328
	Iteration 23Q: 3 clusters Score -636717.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -636731.375000 Penalty: 4342.611328
	Iteration 24Q: 3 clusters Score -636731.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -636745.312500 Penalty: 4342.611328
	Iteration 25Q: 3 clusters Score -636745.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -636753.187500 Penalty: 4342.611328
	Iteration 26Q: 3 clusters Score -636753.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -636760.312500 Penalty: 4342.611328
	Iteration 27Q: 3 clusters Score -636760.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -636767.812500 Penalty: 4342.611328
	Iteration 28Q: 3 clusters Score -636767.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -636779.437500 Penalty: 4342.611328
	Iteration 29Q: 3 clusters Score -636779.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -636790.812500 Penalty: 4342.611328
	Iteration 30Q: 3 clusters Score -636790.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -636801.187500 Penalty: 4342.611328
	Iteration 31Q: 3 clusters Score -636801.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -636808.937500 Penalty: 4342.611328
	Iteration 32Q: 3 clusters Score -636808.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -636815.875000 Penalty: 4342.611328
	Iteration 33Q: 3 clusters Score -636815.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -636824.437500 Penalty: 4342.611328
	Iteration 34Q: 3 clusters Score -636824.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -636832.687500 Penalty: 4342.611328
	Iteration 35Q: 3 clusters Score -636832.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -636838.437500 Penalty: 4342.611328
	Iteration 36Q: 3 clusters Score -636838.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -636842.875000 Penalty: 4342.611328
	Iteration 37Q: 3 clusters Score -636842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -636846.250000 Penalty: 4342.611328
	Iteration 38Q: 3 clusters Score -636846.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -636850.312500 Penalty: 4342.611328
	Iteration 39Q: 3 clusters Score -636850.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -636853.125000 Penalty: 4342.611328
	Iteration 40F: 3 clusters Score -636853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -636855.937500 Penalty: 4342.611328
	Iteration 41Q: 3 clusters Score -636855.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -636860.250000 Penalty: 4342.611328
	Iteration 42Q: 3 clusters Score -636860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -636864.625000 Penalty: 4342.611328
	Iteration 43Q: 3 clusters Score -636864.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -636870.875000 Penalty: 4342.611328
	Iteration 44Q: 3 clusters Score -636870.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -636877.937500 Penalty: 4342.611328
	Iteration 45Q: 3 clusters Score -636877.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -636885.937500 Penalty: 4342.611328
	Iteration 46Q: 3 clusters Score -636885.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -636891.625000 Penalty: 4342.611328
	Iteration 47Q: 3 clusters Score -636891.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -636899.250000 Penalty: 4342.611328
	Iteration 48Q: 3 clusters Score -636899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -636905.812500 Penalty: 4342.611328
	Iteration 49Q: 3 clusters Score -636905.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -636912.000000 Penalty: 4342.611328
	Iteration 50Q: 3 clusters Score -636912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -636916.875000 Penalty: 4342.611328
	Iteration 51Q: 3 clusters Score -636916.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -636920.375000 Penalty: 4342.611328
	Iteration 52Q: 3 clusters Score -636920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -636922.125000 Penalty: 4342.611328
	Iteration 53Q: 3 clusters Score -636922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -636923.062500 Penalty: 4342.611328
	Iteration 54Q: 3 clusters Score -636923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -636928.500000 Penalty: 4342.611328
	Iteration 55Q: 3 clusters Score -636928.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -636937.625000 Penalty: 4342.611328
	Iteration 56Q: 3 clusters Score -636937.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -636946.187500 Penalty: 4342.611328
	Iteration 57Q: 3 clusters Score -636946.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -636952.812500 Penalty: 4342.611328
	Iteration 58Q: 3 clusters Score -636952.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -636954.312500 Penalty: 4342.611328
	Iteration 59Q: 3 clusters Score -636954.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -636955.937500 Penalty: 4342.611328
	Iteration 60F: 3 clusters Score -636955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -636956.625000 Penalty: 4342.611328
	Iteration 61Q: 3 clusters Score -636956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -636958.750000 Penalty: 4342.611328
	Iteration 62Q: 3 clusters Score -636958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -636958.750000 Penalty: 4342.611328
	Iteration 63Q: 3 clusters Score -636958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -636958.750000 Penalty: 4342.611328
	Iteration 64F: 3 clusters Score -636958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -651120.437500 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -651120.4 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 2840 members 
Entering Unmasked Estep 
Score: -646191.500000 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -646191.5 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -647420.875000 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -647420.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -647723.125000 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -647723.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -648025.625000 Penalty: 4283.212891
	Iteration 3F: 3 clusters Score -648025.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -648288.500000 Penalty: 4283.212891
	Iteration 4F: 3 clusters Score -648288.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -648529.062500 Penalty: 4283.212891
	Iteration 5F: 3 clusters Score -648529.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -648755.062500 Penalty: 4283.212891
	Iteration 6F: 3 clusters Score -648755.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -648957.000000 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -648957 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -649123.562500 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -649123.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -649251.875000 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -649251.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -649348.750000 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -649348.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -649420.937500 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -649420.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -649471.500000 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -649471.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -649504.875000 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -649504.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -649528.312500 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -649528.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -649545.312500 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -649545.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -649556.375000 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -649556.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -649570.875000 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -649570.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -649580.750000 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -649580.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -649585.375000 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -649585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -649587.937500 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -649587.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -649591.312500 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -649591.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -649595.062500 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -649595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -649597.500000 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -649597.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -649599.937500 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -649599.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -649600.750000 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -649600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -649600.875000 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -649600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -649601.812500 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -649601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -649602.500000 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -649602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -649605.187500 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -649605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -649606.375000 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -649606.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -649607.187500 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -649607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -649609.375000 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -649609.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -649613.562500 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -649613.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -649614.437500 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -649614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -649616.687500 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -649616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -649616.562500 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -649616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -649617.625000 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -649617.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -649618.562500 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -649618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -649619.187500 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -649619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -649619.375000 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -649619.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -649620.812500 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -649620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -649622.250000 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -649622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -649622.750000 Penalty: 4283.212891
	Iteration 43Q: 3 clusters Score -649622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -649623.437500 Penalty: 4283.212891
	Iteration 44Q: 3 clusters Score -649623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -649623.312500 Penalty: 4283.212891
	Iteration 45Q: 3 clusters Score -649623.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -649625.812500 Penalty: 4283.212891
	Iteration 46Q: 3 clusters Score -649625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -649627.187500 Penalty: 4283.212891
	Iteration 47Q: 3 clusters Score -649627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -649627.750000 Penalty: 4283.212891
	Iteration 48Q: 3 clusters Score -649627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -649628.875000 Penalty: 4283.212891
	Iteration 49Q: 3 clusters Score -649628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -649629.687500 Penalty: 4283.212891
	Iteration 50Q: 3 clusters Score -649629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -649629.062500 Penalty: 4283.212891
	Iteration 51Q: 3 clusters Score -649629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -649629.062500 Penalty: 4283.212891
	Iteration 52Q: 3 clusters Score -649629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -649629.062500 Penalty: 4283.212891
	Iteration 53F: 3 clusters Score -649629.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72615.835938 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72615.84 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 290 members 
Entering Unmasked Estep 
Score: -71140.710938 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -71140.71 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71557.804688 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -71557.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71789.828125 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71789.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71935.304688 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -71935.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72009.765625 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -72009.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72047.031250 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -72047.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72074.406250 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -72074.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72084.476562 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -72084.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72089.039062 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -72089.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72090.937500 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -72090.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72092.992188 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -72092.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72096.695312 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -72096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72096.695312 Penalty: 3152.629395
	Iteration 12F: 3 clusters Score -72096.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Entering Unmasked Estep 
Score: -639450.250000 Penalty: 2138.547119
	Iteration 0F: 2 clusters Score -639450.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -634604.500000 Penalty: 4277.094238
	Iteration 0F: 3 clusters Score -634604.5 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -635850.687500 Penalty: 4277.094238
	Iteration 1F: 3 clusters Score -635850.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -636029.937500 Penalty: 4277.094238
	Iteration 2F: 3 clusters Score -636029.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -636131.250000 Penalty: 4277.094238
	Iteration 3Q: 3 clusters Score -636131.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -636209.187500 Penalty: 4277.094238
	Iteration 4Q: 3 clusters Score -636209.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -636274.250000 Penalty: 4277.094238
	Iteration 5Q: 3 clusters Score -636274.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -636333.062500 Penalty: 4277.094238
	Iteration 6Q: 3 clusters Score -636333.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -636388.937500 Penalty: 4277.094238
	Iteration 7Q: 3 clusters Score -636388.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -636445.562500 Penalty: 4277.094238
	Iteration 8Q: 3 clusters Score -636445.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -636501.187500 Penalty: 4277.094238
	Iteration 9Q: 3 clusters Score -636501.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -636568.750000 Penalty: 4277.094238
	Iteration 10Q: 3 clusters Score -636568.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -636655.812500 Penalty: 4277.094238
	Iteration 11Q: 3 clusters Score -636655.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -636739.187500 Penalty: 4277.094238
	Iteration 12Q: 3 clusters Score -636739.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -636838.437500 Penalty: 4277.094238
	Iteration 13Q: 3 clusters Score -636838.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -636926.500000 Penalty: 4277.094238
	Iteration 14Q: 3 clusters Score -636926.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -637015.500000 Penalty: 4277.094238
	Iteration 15Q: 3 clusters Score -637015.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -637106.875000 Penalty: 4277.094238
	Iteration 16Q: 3 clusters Score -637106.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -637181.125000 Penalty: 4277.094238
	Iteration 17Q: 3 clusters Score -637181.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -637257.750000 Penalty: 4277.094238
	Iteration 18Q: 3 clusters Score -637257.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -637307.062500 Penalty: 4277.094238
	Iteration 19Q: 3 clusters Score -637307.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -637350.437500 Penalty: 4277.094238
	Iteration 20F: 3 clusters Score -637350.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -637386.687500 Penalty: 4277.094238
	Iteration 21Q: 3 clusters Score -637386.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -637420.437500 Penalty: 4277.094238
	Iteration 22Q: 3 clusters Score -637420.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -637444.312500 Penalty: 4277.094238
	Iteration 23Q: 3 clusters Score -637444.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -637461.312500 Penalty: 4277.094238
	Iteration 24Q: 3 clusters Score -637461.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -637472.812500 Penalty: 4277.094238
	Iteration 25Q: 3 clusters Score -637472.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -637484.812500 Penalty: 4277.094238
	Iteration 26Q: 3 clusters Score -637484.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -637499.625000 Penalty: 4277.094238
	Iteration 27Q: 3 clusters Score -637499.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -637517.437500 Penalty: 4277.094238
	Iteration 28Q: 3 clusters Score -637517.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -637533.562500 Penalty: 4277.094238
	Iteration 29Q: 3 clusters Score -637533.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -637542.187500 Penalty: 4277.094238
	Iteration 30Q: 3 clusters Score -637542.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -637551.562500 Penalty: 4277.094238
	Iteration 31Q: 3 clusters Score -637551.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -637554.812500 Penalty: 4277.094238
	Iteration 32Q: 3 clusters Score -637554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -637558.562500 Penalty: 4277.094238
	Iteration 33Q: 3 clusters Score -637558.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -637561.437500 Penalty: 4277.094238
	Iteration 34Q: 3 clusters Score -637561.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -637565.312500 Penalty: 4277.094238
	Iteration 35Q: 3 clusters Score -637565.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -637567.437500 Penalty: 4277.094238
	Iteration 36Q: 3 clusters Score -637567.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -637572.062500 Penalty: 4277.094238
	Iteration 37Q: 3 clusters Score -637572.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -637572.250000 Penalty: 4277.094238
	Iteration 38Q: 3 clusters Score -637572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -637574.750000 Penalty: 4277.094238
	Iteration 39Q: 3 clusters Score -637574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -637574.437500 Penalty: 4277.094238
	Iteration 40F: 3 clusters Score -637574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -637575.125000 Penalty: 4277.094238
	Iteration 41Q: 3 clusters Score -637575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -637578.000000 Penalty: 4277.094238
	Iteration 42Q: 3 clusters Score -637578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -637578.625000 Penalty: 4277.094238
	Iteration 43Q: 3 clusters Score -637578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -637580.312500 Penalty: 4277.094238
	Iteration 44Q: 3 clusters Score -637580.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -637580.625000 Penalty: 4277.094238
	Iteration 45Q: 3 clusters Score -637580.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -637585.062500 Penalty: 4277.094238
	Iteration 46Q: 3 clusters Score -637585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -637583.687500 Penalty: 4277.094238
	Iteration 47Q: 3 clusters Score -637583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -637583.687500 Penalty: 4277.094238
	Iteration 48F: 3 clusters Score -637583.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Entering Unmasked Estep 
Score: -875644.687500 Penalty: 2212.123779
	Iteration 0F: 2 clusters Score -875644.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -869569.812500 Penalty: 4424.247559
	Iteration 0F: 3 clusters Score -869569.8 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -871261.875000 Penalty: 4424.247559
	Iteration 1F: 3 clusters Score -871261.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -871749.750000 Penalty: 4424.247559
	Iteration 2F: 3 clusters Score -871749.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -872233.500000 Penalty: 4424.247559
	Iteration 3F: 3 clusters Score -872233.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -872669.562500 Penalty: 4424.247559
	Iteration 4F: 3 clusters Score -872669.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -873082.937500 Penalty: 4424.247559
	Iteration 5F: 3 clusters Score -873082.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -873406.187500 Penalty: 4424.247559
	Iteration 6F: 3 clusters Score -873406.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -873601.937500 Penalty: 4424.247559
	Iteration 7Q: 3 clusters Score -873601.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -873710.062500 Penalty: 4424.247559
	Iteration 8Q: 3 clusters Score -873710.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -873773.625000 Penalty: 4424.247559
	Iteration 9Q: 3 clusters Score -873773.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -873820.312500 Penalty: 4424.247559
	Iteration 10Q: 3 clusters Score -873820.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -873848.875000 Penalty: 4424.247559
	Iteration 11Q: 3 clusters Score -873848.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -873865.562500 Penalty: 4424.247559
	Iteration 12Q: 3 clusters Score -873865.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -873874.750000 Penalty: 4424.247559
	Iteration 13Q: 3 clusters Score -873874.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -873880.937500 Penalty: 4424.247559
	Iteration 14Q: 3 clusters Score -873880.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -873890.125000 Penalty: 4424.247559
	Iteration 15Q: 3 clusters Score -873890.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -873896.750000 Penalty: 4424.247559
	Iteration 16Q: 3 clusters Score -873896.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -873900.875000 Penalty: 4424.247559
	Iteration 17Q: 3 clusters Score -873900.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -873905.375000 Penalty: 4424.247559
	Iteration 18Q: 3 clusters Score -873905.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -873906.250000 Penalty: 4424.247559
	Iteration 19Q: 3 clusters Score -873906.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -873910.750000 Penalty: 4424.247559
	Iteration 20F: 3 clusters Score -873910.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -873913.875000 Penalty: 4424.247559
	Iteration 21Q: 3 clusters Score -873913.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -873915.812500 Penalty: 4424.247559
	Iteration 22Q: 3 clusters Score -873915.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -873921.250000 Penalty: 4424.247559
	Iteration 23Q: 3 clusters Score -873921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -873925.000000 Penalty: 4424.247559
	Iteration 24Q: 3 clusters Score -873925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -873924.000000 Penalty: 4424.247559
	Iteration 25Q: 3 clusters Score -873924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -873924.000000 Penalty: 4424.247559
	Iteration 26Q: 3 clusters Score -873924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -873925.687500 Penalty: 4424.247559
	Iteration 27Q: 3 clusters Score -873925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -873927.375000 Penalty: 4424.247559
	Iteration 28Q: 3 clusters Score -873927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -873928.500000 Penalty: 4424.247559
	Iteration 29Q: 3 clusters Score -873928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -873928.875000 Penalty: 4424.247559
	Iteration 30Q: 3 clusters Score -873928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -873928.875000 Penalty: 4424.247559
	Iteration 31F: 3 clusters Score -873928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -1005420.375000 Penalty: 2246.414062
	Iteration 0F: 2 clusters Score -1005420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -998617.625000 Penalty: 4492.828125
	Iteration 0F: 3 clusters Score -998617.6 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1000526.625000 Penalty: 4492.828125
	Iteration 1F: 3 clusters Score -1000527 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1000941.812500 Penalty: 4492.828125
	Iteration 2F: 3 clusters Score -1000942 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1001307.875000 Penalty: 4492.828125
	Iteration 3F: 3 clusters Score -1001308 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1001639.500000 Penalty: 4492.828125
	Iteration 4F: 3 clusters Score -1001640 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1001951.437500 Penalty: 4492.828125
	Iteration 5F: 3 clusters Score -1001951 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1002267.875000 Penalty: 4492.828125
	Iteration 6F: 3 clusters Score -1002268 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1002602.437500 Penalty: 4492.828125
	Iteration 7F: 3 clusters Score -1002602 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1002865.312500 Penalty: 4492.828125
	Iteration 8Q: 3 clusters Score -1002865 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1003068.562500 Penalty: 4492.828125
	Iteration 9Q: 3 clusters Score -1003069 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1003216.500000 Penalty: 4492.828125
	Iteration 10Q: 3 clusters Score -1003216 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1003318.250000 Penalty: 4492.828125
	Iteration 11Q: 3 clusters Score -1003318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1003396.937500 Penalty: 4492.828125
	Iteration 12Q: 3 clusters Score -1003397 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1003451.875000 Penalty: 4492.828125
	Iteration 13Q: 3 clusters Score -1003452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1003482.687500 Penalty: 4492.828125
	Iteration 14Q: 3 clusters Score -1003483 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1003509.687500 Penalty: 4492.828125
	Iteration 15Q: 3 clusters Score -1003510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1003536.562500 Penalty: 4492.828125
	Iteration 16Q: 3 clusters Score -1003537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1003549.937500 Penalty: 4492.828125
	Iteration 17Q: 3 clusters Score -1003550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1003561.562500 Penalty: 4492.828125
	Iteration 18Q: 3 clusters Score -1003562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1003572.875000 Penalty: 4492.828125
	Iteration 19Q: 3 clusters Score -1003573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1003581.375000 Penalty: 4492.828125
	Iteration 20F: 3 clusters Score -1003581 nChanged 16
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: -1003587.812500 Penalty: 4492.828125
	Iteration 21Q: 3 clusters Score -1003588 nChanged 17
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: -1003591.812500 Penalty: 4492.828125
	Iteration 22Q: 3 clusters Score -1003592 nChanged 13
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: -1003598.625000 Penalty: 4492.828125
	Iteration 23Q: 3 clusters Score -1003599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1003603.500000 Penalty: 4492.828125
	Iteration 24Q: 3 clusters Score -1003604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1003603.562500 Penalty: 4492.828125
	Iteration 25Q: 3 clusters Score -1003604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1003609.437500 Penalty: 4492.828125
	Iteration 26Q: 3 clusters Score -1003609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1003612.125000 Penalty: 4492.828125
	Iteration 27Q: 3 clusters Score -1003612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1003617.687500 Penalty: 4492.828125
	Iteration 28Q: 3 clusters Score -1003618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1003623.000000 Penalty: 4492.828125
	Iteration 29Q: 3 clusters Score -1003623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1003625.375000 Penalty: 4492.828125
	Iteration 30Q: 3 clusters Score -1003625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1003630.875000 Penalty: 4492.828125
	Iteration 31Q: 3 clusters Score -1003631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1003634.500000 Penalty: 4492.828125
	Iteration 32Q: 3 clusters Score -1003634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1003639.625000 Penalty: 4492.828125
	Iteration 33Q: 3 clusters Score -1003640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1003642.312500 Penalty: 4492.828125
	Iteration 34Q: 3 clusters Score -1003642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1003645.437500 Penalty: 4492.828125
	Iteration 35Q: 3 clusters Score -1003645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1003648.562500 Penalty: 4492.828125
	Iteration 36Q: 3 clusters Score -1003649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1003651.937500 Penalty: 4492.828125
	Iteration 37Q: 3 clusters Score -1003652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1003653.625000 Penalty: 4492.828125
	Iteration 38Q: 3 clusters Score -1003654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1003653.500000 Penalty: 4492.828125
	Iteration 39Q: 3 clusters Score -1003654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1003657.437500 Penalty: 4492.828125
	Iteration 40F: 3 clusters Score -1003657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -299489.875000 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -299489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -296852.687500 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -296852.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297689.343750 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -297689.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -298133.906250 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -298133.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -298614.156250 Penalty: 3793.774902
	Iteration 3F: 3 clusters Score -298614.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -299078.781250 Penalty: 3793.774902
	Iteration 4F: 3 clusters Score -299078.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -299316.437500 Penalty: 3793.774902
	Iteration 5F: 3 clusters Score -299316.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -299448.125000 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -299448.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -299510.062500 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -299510.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -299529.781250 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -299529.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -299538.968750 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -299539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -299550.250000 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -299550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -299561.406250 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -299561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -299564.406250 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -299564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -299567.437500 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -299567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -299569.906250 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -299569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -299569.906250 Penalty: 3793.774902
	Iteration 15F: 3 clusters Score -299569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25707 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189333 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45719 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 18857 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 37428 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 39403 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6637 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6344 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 932 members 
Mstep: Class 49 contains 4314 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10748 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19402 members 
Mstep: Class 55 contains 184002 members 
Mstep: Class 56 contains 25712 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8658 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 1166 members 
Entering Unmasked Estep 
Score: -133767384.000000 Penalty: 253084.625000
Splitting cluster 48 changes total score from -133768872.000000 to -133767384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (4314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Entering Unmasked Estep 
Score: -494847.187500 Penalty: 2075.666016
	Iteration 0F: 2 clusters Score -494847.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -490740.343750 Penalty: 4151.332031
	Iteration 0F: 3 clusters Score -490740.3 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -491667.593750 Penalty: 4151.332031
	Iteration 1F: 3 clusters Score -491667.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -491882.343750 Penalty: 4151.332031
	Iteration 2F: 3 clusters Score -491882.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -491998.968750 Penalty: 4151.332031
	Iteration 3Q: 3 clusters Score -491999 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -492068.000000 Penalty: 4151.332031
	Iteration 4Q: 3 clusters Score -492068 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -492117.875000 Penalty: 4151.332031
	Iteration 5Q: 3 clusters Score -492117.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -492156.375000 Penalty: 4151.332031
	Iteration 6Q: 3 clusters Score -492156.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -492195.406250 Penalty: 4151.332031
	Iteration 7Q: 3 clusters Score -492195.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -492234.062500 Penalty: 4151.332031
	Iteration 8Q: 3 clusters Score -492234.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -492272.406250 Penalty: 4151.332031
	Iteration 9Q: 3 clusters Score -492272.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -492303.281250 Penalty: 4151.332031
	Iteration 10Q: 3 clusters Score -492303.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -492321.625000 Penalty: 4151.332031
	Iteration 11Q: 3 clusters Score -492321.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -492335.281250 Penalty: 4151.332031
	Iteration 12Q: 3 clusters Score -492335.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -492350.437500 Penalty: 4151.332031
	Iteration 13Q: 3 clusters Score -492350.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -492365.937500 Penalty: 4151.332031
	Iteration 14Q: 3 clusters Score -492365.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -492382.531250 Penalty: 4151.332031
	Iteration 15Q: 3 clusters Score -492382.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -492395.968750 Penalty: 4151.332031
	Iteration 16Q: 3 clusters Score -492396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -492405.562500 Penalty: 4151.332031
	Iteration 17Q: 3 clusters Score -492405.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -492411.250000 Penalty: 4151.332031
	Iteration 18Q: 3 clusters Score -492411.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -492416.156250 Penalty: 4151.332031
	Iteration 19Q: 3 clusters Score -492416.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -492422.593750 Penalty: 4151.332031
	Iteration 20F: 3 clusters Score -492422.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -492429.000000 Penalty: 4151.332031
	Iteration 21Q: 3 clusters Score -492429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -492436.843750 Penalty: 4151.332031
	Iteration 22Q: 3 clusters Score -492436.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -492443.125000 Penalty: 4151.332031
	Iteration 23Q: 3 clusters Score -492443.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -492450.906250 Penalty: 4151.332031
	Iteration 24Q: 3 clusters Score -492450.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -492458.468750 Penalty: 4151.332031
	Iteration 25Q: 3 clusters Score -492458.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -492465.031250 Penalty: 4151.332031
	Iteration 26Q: 3 clusters Score -492465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -492473.593750 Penalty: 4151.332031
	Iteration 27Q: 3 clusters Score -492473.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -492480.437500 Penalty: 4151.332031
	Iteration 28Q: 3 clusters Score -492480.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -492491.875000 Penalty: 4151.332031
	Iteration 29Q: 3 clusters Score -492491.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -492503.312500 Penalty: 4151.332031
	Iteration 30Q: 3 clusters Score -492503.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -492517.687500 Penalty: 4151.332031
	Iteration 31Q: 3 clusters Score -492517.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -492529.531250 Penalty: 4151.332031
	Iteration 32Q: 3 clusters Score -492529.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -492538.437500 Penalty: 4151.332031
	Iteration 33Q: 3 clusters Score -492538.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -492547.468750 Penalty: 4151.332031
	Iteration 34Q: 3 clusters Score -492547.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -492556.312500 Penalty: 4151.332031
	Iteration 35Q: 3 clusters Score -492556.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -492570.281250 Penalty: 4151.332031
	Iteration 36Q: 3 clusters Score -492570.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -492585.125000 Penalty: 4151.332031
	Iteration 37Q: 3 clusters Score -492585.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -492596.968750 Penalty: 4151.332031
	Iteration 38Q: 3 clusters Score -492597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -492607.875000 Penalty: 4151.332031
	Iteration 39Q: 3 clusters Score -492607.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -492621.000000 Penalty: 4151.332031
	Iteration 40F: 3 clusters Score -492621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -492634.656250 Penalty: 4151.332031
	Iteration 41Q: 3 clusters Score -492634.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -492646.125000 Penalty: 4151.332031
	Iteration 42Q: 3 clusters Score -492646.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -492659.625000 Penalty: 4151.332031
	Iteration 43Q: 3 clusters Score -492659.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -492671.468750 Penalty: 4151.332031
	Iteration 44Q: 3 clusters Score -492671.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -492684.875000 Penalty: 4151.332031
	Iteration 45Q: 3 clusters Score -492684.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -492696.125000 Penalty: 4151.332031
	Iteration 46Q: 3 clusters Score -492696.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -492708.062500 Penalty: 4151.332031
	Iteration 47Q: 3 clusters Score -492708.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -492716.500000 Penalty: 4151.332031
	Iteration 48Q: 3 clusters Score -492716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -492719.750000 Penalty: 4151.332031
	Iteration 49Q: 3 clusters Score -492719.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -492725.093750 Penalty: 4151.332031
	Iteration 50Q: 3 clusters Score -492725.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -492729.375000 Penalty: 4151.332031
	Iteration 51Q: 3 clusters Score -492729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -492733.656250 Penalty: 4151.332031
	Iteration 52Q: 3 clusters Score -492733.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -492736.312500 Penalty: 4151.332031
	Iteration 53Q: 3 clusters Score -492736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -492737.968750 Penalty: 4151.332031
	Iteration 54Q: 3 clusters Score -492738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -492739.843750 Penalty: 4151.332031
	Iteration 55Q: 3 clusters Score -492739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -492741.468750 Penalty: 4151.332031
	Iteration 56Q: 3 clusters Score -492741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -492742.406250 Penalty: 4151.332031
	Iteration 57Q: 3 clusters Score -492742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -492744.656250 Penalty: 4151.332031
	Iteration 58Q: 3 clusters Score -492744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -492745.968750 Penalty: 4151.332031
	Iteration 59Q: 3 clusters Score -492746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -492747.437500 Penalty: 4151.332031
	Iteration 60F: 3 clusters Score -492747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -492748.062500 Penalty: 4151.332031
	Iteration 61Q: 3 clusters Score -492748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -492749.156250 Penalty: 4151.332031
	Iteration 62Q: 3 clusters Score -492749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -492752.468750 Penalty: 4151.332031
	Iteration 63Q: 3 clusters Score -492752.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -492758.218750 Penalty: 4151.332031
	Iteration 64Q: 3 clusters Score -492758.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -492763.875000 Penalty: 4151.332031
	Iteration 65Q: 3 clusters Score -492763.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -492771.437500 Penalty: 4151.332031
	Iteration 66Q: 3 clusters Score -492771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -492779.500000 Penalty: 4151.332031
	Iteration 67Q: 3 clusters Score -492779.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -492785.500000 Penalty: 4151.332031
	Iteration 68Q: 3 clusters Score -492785.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -492790.187500 Penalty: 4151.332031
	Iteration 69Q: 3 clusters Score -492790.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -492799.500000 Penalty: 4151.332031
	Iteration 70Q: 3 clusters Score -492799.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -492808.687500 Penalty: 4151.332031
	Iteration 71Q: 3 clusters Score -492808.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -492821.437500 Penalty: 4151.332031
	Iteration 72Q: 3 clusters Score -492821.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -492834.625000 Penalty: 4151.332031
	Iteration 73Q: 3 clusters Score -492834.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -492846.843750 Penalty: 4151.332031
	Iteration 74Q: 3 clusters Score -492846.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -492858.718750 Penalty: 4151.332031
	Iteration 75Q: 3 clusters Score -492858.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -492873.718750 Penalty: 4151.332031
	Iteration 76Q: 3 clusters Score -492873.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -492886.781250 Penalty: 4151.332031
	Iteration 77Q: 3 clusters Score -492886.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -492898.437500 Penalty: 4151.332031
	Iteration 78Q: 3 clusters Score -492898.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -492909.718750 Penalty: 4151.332031
	Iteration 79Q: 3 clusters Score -492909.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -492919.062500 Penalty: 4151.332031
	Iteration 80F: 3 clusters Score -492919.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -492924.812500 Penalty: 4151.332031
	Iteration 81Q: 3 clusters Score -492924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -492928.406250 Penalty: 4151.332031
	Iteration 82Q: 3 clusters Score -492928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -492929.625000 Penalty: 4151.332031
	Iteration 83Q: 3 clusters Score -492929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -492929.000000 Penalty: 4151.332031
	Iteration 84Q: 3 clusters Score -492929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -492929.000000 Penalty: 4151.332031
	Iteration 85F: 3 clusters Score -492929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Entering Unmasked Estep 
Score: -752905.125000 Penalty: 2168.988525
	Iteration 0F: 2 clusters Score -752905.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -747558.062500 Penalty: 4337.977051
	Iteration 0F: 3 clusters Score -747558.1 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -748959.437500 Penalty: 4337.977051
	Iteration 1F: 3 clusters Score -748959.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -749228.937500 Penalty: 4337.977051
	Iteration 2F: 3 clusters Score -749228.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -749419.437500 Penalty: 4337.977051
	Iteration 3F: 3 clusters Score -749419.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -749566.562500 Penalty: 4337.977051
	Iteration 4Q: 3 clusters Score -749566.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -749701.375000 Penalty: 4337.977051
	Iteration 5Q: 3 clusters Score -749701.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -749811.812500 Penalty: 4337.977051
	Iteration 6Q: 3 clusters Score -749811.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -749909.312500 Penalty: 4337.977051
	Iteration 7Q: 3 clusters Score -749909.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -749997.687500 Penalty: 4337.977051
	Iteration 8Q: 3 clusters Score -749997.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -750081.500000 Penalty: 4337.977051
	Iteration 9Q: 3 clusters Score -750081.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -750168.125000 Penalty: 4337.977051
	Iteration 10Q: 3 clusters Score -750168.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -750243.875000 Penalty: 4337.977051
	Iteration 11Q: 3 clusters Score -750243.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -750313.687500 Penalty: 4337.977051
	Iteration 12Q: 3 clusters Score -750313.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -750375.875000 Penalty: 4337.977051
	Iteration 13Q: 3 clusters Score -750375.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -750445.562500 Penalty: 4337.977051
	Iteration 14Q: 3 clusters Score -750445.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -750505.062500 Penalty: 4337.977051
	Iteration 15Q: 3 clusters Score -750505.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -750549.875000 Penalty: 4337.977051
	Iteration 16Q: 3 clusters Score -750549.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -750588.875000 Penalty: 4337.977051
	Iteration 17Q: 3 clusters Score -750588.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -750619.250000 Penalty: 4337.977051
	Iteration 18Q: 3 clusters Score -750619.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -750641.937500 Penalty: 4337.977051
	Iteration 19Q: 3 clusters Score -750641.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -750657.625000 Penalty: 4337.977051
	Iteration 20F: 3 clusters Score -750657.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -750675.312500 Penalty: 4337.977051
	Iteration 21Q: 3 clusters Score -750675.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -750692.375000 Penalty: 4337.977051
	Iteration 22Q: 3 clusters Score -750692.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -750707.750000 Penalty: 4337.977051
	Iteration 23Q: 3 clusters Score -750707.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -750719.187500 Penalty: 4337.977051
	Iteration 24Q: 3 clusters Score -750719.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -750732.000000 Penalty: 4337.977051
	Iteration 25Q: 3 clusters Score -750732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -750736.375000 Penalty: 4337.977051
	Iteration 26Q: 3 clusters Score -750736.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -750741.312500 Penalty: 4337.977051
	Iteration 27Q: 3 clusters Score -750741.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -750749.562500 Penalty: 4337.977051
	Iteration 28Q: 3 clusters Score -750749.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -750758.500000 Penalty: 4337.977051
	Iteration 29Q: 3 clusters Score -750758.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -750766.875000 Penalty: 4337.977051
	Iteration 30Q: 3 clusters Score -750766.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -750773.875000 Penalty: 4337.977051
	Iteration 31Q: 3 clusters Score -750773.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -750782.250000 Penalty: 4337.977051
	Iteration 32Q: 3 clusters Score -750782.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -750789.000000 Penalty: 4337.977051
	Iteration 33Q: 3 clusters Score -750789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -750796.250000 Penalty: 4337.977051
	Iteration 34Q: 3 clusters Score -750796.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -750800.937500 Penalty: 4337.977051
	Iteration 35Q: 3 clusters Score -750800.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -750804.937500 Penalty: 4337.977051
	Iteration 36Q: 3 clusters Score -750804.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -750809.500000 Penalty: 4337.977051
	Iteration 37Q: 3 clusters Score -750809.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -750813.250000 Penalty: 4337.977051
	Iteration 38Q: 3 clusters Score -750813.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -750821.187500 Penalty: 4337.977051
	Iteration 39Q: 3 clusters Score -750821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -750826.750000 Penalty: 4337.977051
	Iteration 40F: 3 clusters Score -750826.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -750830.187500 Penalty: 4337.977051
	Iteration 41Q: 3 clusters Score -750830.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -750832.375000 Penalty: 4337.977051
	Iteration 42Q: 3 clusters Score -750832.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -750836.562500 Penalty: 4337.977051
	Iteration 43Q: 3 clusters Score -750836.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -750843.062500 Penalty: 4337.977051
	Iteration 44Q: 3 clusters Score -750843.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -750850.312500 Penalty: 4337.977051
	Iteration 45Q: 3 clusters Score -750850.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -750853.312500 Penalty: 4337.977051
	Iteration 46Q: 3 clusters Score -750853.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -750859.500000 Penalty: 4337.977051
	Iteration 47Q: 3 clusters Score -750859.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -750869.062500 Penalty: 4337.977051
	Iteration 48Q: 3 clusters Score -750869.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -750883.687500 Penalty: 4337.977051
	Iteration 49Q: 3 clusters Score -750883.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -750897.312500 Penalty: 4337.977051
	Iteration 50Q: 3 clusters Score -750897.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -750910.500000 Penalty: 4337.977051
	Iteration 51Q: 3 clusters Score -750910.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -750916.187500 Penalty: 4337.977051
	Iteration 52Q: 3 clusters Score -750916.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -750924.312500 Penalty: 4337.977051
	Iteration 53Q: 3 clusters Score -750924.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -750930.250000 Penalty: 4337.977051
	Iteration 54Q: 3 clusters Score -750930.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -750936.812500 Penalty: 4337.977051
	Iteration 55Q: 3 clusters Score -750936.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -750945.125000 Penalty: 4337.977051
	Iteration 56Q: 3 clusters Score -750945.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -750952.375000 Penalty: 4337.977051
	Iteration 57Q: 3 clusters Score -750952.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -750959.000000 Penalty: 4337.977051
	Iteration 58Q: 3 clusters Score -750959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -750968.312500 Penalty: 4337.977051
	Iteration 59Q: 3 clusters Score -750968.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -750971.937500 Penalty: 4337.977051
	Iteration 60F: 3 clusters Score -750971.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -750972.562500 Penalty: 4337.977051
	Iteration 61Q: 3 clusters Score -750972.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -750976.875000 Penalty: 4337.977051
	Iteration 62Q: 3 clusters Score -750976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -750982.125000 Penalty: 4337.977051
	Iteration 63Q: 3 clusters Score -750982.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -750983.812500 Penalty: 4337.977051
	Iteration 64Q: 3 clusters Score -750983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -750988.062500 Penalty: 4337.977051
	Iteration 65Q: 3 clusters Score -750988.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -750992.562500 Penalty: 4337.977051
	Iteration 66Q: 3 clusters Score -750992.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -750993.875000 Penalty: 4337.977051
	Iteration 67Q: 3 clusters Score -750993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -750997.875000 Penalty: 4337.977051
	Iteration 68Q: 3 clusters Score -750997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -751003.750000 Penalty: 4337.977051
	Iteration 69Q: 3 clusters Score -751003.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -751007.687500 Penalty: 4337.977051
	Iteration 70Q: 3 clusters Score -751007.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -751010.937500 Penalty: 4337.977051
	Iteration 71Q: 3 clusters Score -751010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -751016.625000 Penalty: 4337.977051
	Iteration 72Q: 3 clusters Score -751016.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -751025.062500 Penalty: 4337.977051
	Iteration 73Q: 3 clusters Score -751025.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -751027.187500 Penalty: 4337.977051
	Iteration 74Q: 3 clusters Score -751027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -751030.375000 Penalty: 4337.977051
	Iteration 75Q: 3 clusters Score -751030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -751030.500000 Penalty: 4337.977051
	Iteration 76Q: 3 clusters Score -751030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -751032.437500 Penalty: 4337.977051
	Iteration 77Q: 3 clusters Score -751032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -751033.625000 Penalty: 4337.977051
	Iteration 78Q: 3 clusters Score -751033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -751033.562500 Penalty: 4337.977051
	Iteration 79Q: 3 clusters Score -751033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -751033.062500 Penalty: 4337.977051
	Iteration 80F: 3 clusters Score -751033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -751034.750000 Penalty: 4337.977051
	Iteration 81Q: 3 clusters Score -751034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -751033.937500 Penalty: 4337.977051
	Iteration 82Q: 3 clusters Score -751033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -751035.375000 Penalty: 4337.977051
	Iteration 83Q: 3 clusters Score -751035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -751036.812500 Penalty: 4337.977051
	Iteration 84Q: 3 clusters Score -751036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -751037.250000 Penalty: 4337.977051
	Iteration 85Q: 3 clusters Score -751037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -751039.687500 Penalty: 4337.977051
	Iteration 86Q: 3 clusters Score -751039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -751038.625000 Penalty: 4337.977051
	Iteration 87Q: 3 clusters Score -751038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -751042.125000 Penalty: 4337.977051
	Iteration 88Q: 3 clusters Score -751042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -751042.125000 Penalty: 4337.977051
	Iteration 89Q: 3 clusters Score -751042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -751043.875000 Penalty: 4337.977051
	Iteration 90Q: 3 clusters Score -751043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -751043.375000 Penalty: 4337.977051
	Iteration 91Q: 3 clusters Score -751043.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -751043.375000 Penalty: 4337.977051
	Iteration 92F: 3 clusters Score -751043.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -35260.398438 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -35260.4 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 198 members 
Entering Unmasked Estep 
Score: -33894.261719 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -33894.26 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34028.992188 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -34028.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34090.914062 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -34090.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34133.843750 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -34133.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34170.742188 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -34170.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34178.812500 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -34178.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34194.656250 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -34194.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34198.507812 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -34198.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34200.824219 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -34200.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34200.824219 Penalty: 2970.524658
	Iteration 9F: 3 clusters Score -34200.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (10748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Entering Unmasked Estep 
Score: -1216237.250000 Penalty: 2302.053711
	Iteration 0F: 2 clusters Score -1216237 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 5408 members 
Entering Unmasked Estep 
Score: -1208205.250000 Penalty: 4604.107422
	Iteration 0F: 3 clusters Score -1208205 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1210773.375000 Penalty: 4604.107422
	Iteration 1F: 3 clusters Score -1210773 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1211280.375000 Penalty: 4604.107422
	Iteration 2F: 3 clusters Score -1211280 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1211732.625000 Penalty: 4604.107422
	Iteration 3F: 3 clusters Score -1211733 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1212224.500000 Penalty: 4604.107422
	Iteration 4F: 3 clusters Score -1212224 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1212766.000000 Penalty: 4604.107422
	Iteration 5F: 3 clusters Score -1212766 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1213421.375000 Penalty: 4604.107422
	Iteration 6F: 3 clusters Score -1213421 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1214143.750000 Penalty: 4604.107422
	Iteration 7F: 3 clusters Score -1214144 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1214790.000000 Penalty: 4604.107422
	Iteration 8F: 3 clusters Score -1214790 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1215243.375000 Penalty: 4604.107422
	Iteration 9Q: 3 clusters Score -1215243 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1215528.375000 Penalty: 4604.107422
	Iteration 10Q: 3 clusters Score -1215528 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1215723.250000 Penalty: 4604.107422
	Iteration 11Q: 3 clusters Score -1215723 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1215869.250000 Penalty: 4604.107422
	Iteration 12Q: 3 clusters Score -1215869 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1215977.875000 Penalty: 4604.107422
	Iteration 13Q: 3 clusters Score -1215978 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1216057.000000 Penalty: 4604.107422
	Iteration 14Q: 3 clusters Score -1216057 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1216127.750000 Penalty: 4604.107422
	Iteration 15Q: 3 clusters Score -1216128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1216218.000000 Penalty: 4604.107422
	Iteration 16Q: 3 clusters Score -1216218 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1216335.500000 Penalty: 4604.107422
	Iteration 17Q: 3 clusters Score -1216336 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1216441.250000 Penalty: 4604.107422
	Iteration 18Q: 3 clusters Score -1216441 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1216525.500000 Penalty: 4604.107422
	Iteration 19Q: 3 clusters Score -1216526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1216570.625000 Penalty: 4604.107422
	Iteration 20F: 3 clusters Score -1216571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1216584.875000 Penalty: 4604.107422
	Iteration 21Q: 3 clusters Score -1216585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1216594.000000 Penalty: 4604.107422
	Iteration 22Q: 3 clusters Score -1216594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1216604.500000 Penalty: 4604.107422
	Iteration 23Q: 3 clusters Score -1216604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1216604.625000 Penalty: 4604.107422
	Iteration 24Q: 3 clusters Score -1216605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1216607.875000 Penalty: 4604.107422
	Iteration 25Q: 3 clusters Score -1216608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1216605.875000 Penalty: 4604.107422
	Iteration 26Q: 3 clusters Score -1216606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1216607.250000 Penalty: 4604.107422
	Iteration 27Q: 3 clusters Score -1216607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1216607.250000 Penalty: 4604.107422
	Iteration 28F: 3 clusters Score -1216607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25707 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189333 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45719 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 18857 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 37428 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 39403 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6637 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6344 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4314 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 4088 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19402 members 
Mstep: Class 55 contains 184002 members 
Mstep: Class 56 contains 25712 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8658 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 6660 members 
Entering Unmasked Estep 
Score: -133768000.000000 Penalty: 253084.625000
Splitting cluster 52 changes total score from -133768872.000000 to -133768000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -35738.613281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -35738.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34548.132812 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -34548.13 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34796.714844 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -34796.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34870.683594 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -34870.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34937.015625 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -34937.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34989.687500 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -34989.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35034.027344 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -35034.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35047.820312 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -35047.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35050.644531 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -35050.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35080.148438 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -35080.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35133.542969 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -35133.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35165.484375 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -35165.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35175.253906 Penalty: 2886.761230
	Iteration 11Q: 3 clusters Score -35175.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35196.406250 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -35196.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35202.062500 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -35202.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35202.062500 Penalty: 2886.761230
	Iteration 14F: 3 clusters Score -35202.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (19402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Entering Unmasked Estep 
Score: -2252562.250000 Penalty: 2448.536621
	Iteration 0F: 2 clusters Score -2252562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2238837.500000 Penalty: 4897.073242
	Iteration 0F: 3 clusters Score -2238838 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2243459.500000 Penalty: 4897.073242
	Iteration 1F: 3 clusters Score -2243460 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2243901.750000 Penalty: 4897.073242
	Iteration 2F: 3 clusters Score -2243902 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2244337.500000 Penalty: 4897.073242
	Iteration 3F: 3 clusters Score -2244338 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2244780.250000 Penalty: 4897.073242
	Iteration 4Q: 3 clusters Score -2244780 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2245330.000000 Penalty: 4897.073242
	Iteration 5Q: 3 clusters Score -2245330 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2245919.000000 Penalty: 4897.073242
	Iteration 6F: 3 clusters Score -2245919 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2246558.750000 Penalty: 4897.073242
	Iteration 7F: 3 clusters Score -2246559 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2247217.250000 Penalty: 4897.073242
	Iteration 8F: 3 clusters Score -2247217 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2247873.000000 Penalty: 4897.073242
	Iteration 9F: 3 clusters Score -2247873 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2248489.500000 Penalty: 4897.073242
	Iteration 10Q: 3 clusters Score -2248490 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2248992.500000 Penalty: 4897.073242
	Iteration 11Q: 3 clusters Score -2248992 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2249342.250000 Penalty: 4897.073242
	Iteration 12Q: 3 clusters Score -2249342 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2249608.500000 Penalty: 4897.073242
	Iteration 13Q: 3 clusters Score -2249608 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2249823.250000 Penalty: 4897.073242
	Iteration 14Q: 3 clusters Score -2249823 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2249981.250000 Penalty: 4897.073242
	Iteration 15Q: 3 clusters Score -2249981 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2250125.000000 Penalty: 4897.073242
	Iteration 16Q: 3 clusters Score -2250125 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2250257.000000 Penalty: 4897.073242
	Iteration 17Q: 3 clusters Score -2250257 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2250354.500000 Penalty: 4897.073242
	Iteration 18Q: 3 clusters Score -2250354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2250428.000000 Penalty: 4897.073242
	Iteration 19Q: 3 clusters Score -2250428 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2250482.250000 Penalty: 4897.073242
	Iteration 20F: 3 clusters Score -2250482 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2250526.250000 Penalty: 4897.073242
	Iteration 21Q: 3 clusters Score -2250526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2250573.250000 Penalty: 4897.073242
	Iteration 22Q: 3 clusters Score -2250573 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2250604.750000 Penalty: 4897.073242
	Iteration 23Q: 3 clusters Score -2250605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2250625.750000 Penalty: 4897.073242
	Iteration 24Q: 3 clusters Score -2250626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2250649.750000 Penalty: 4897.073242
	Iteration 25Q: 3 clusters Score -2250650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2250661.000000 Penalty: 4897.073242
	Iteration 26Q: 3 clusters Score -2250661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2250679.000000 Penalty: 4897.073242
	Iteration 27Q: 3 clusters Score -2250679 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2250699.500000 Penalty: 4897.073242
	Iteration 28Q: 3 clusters Score -2250700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2250709.250000 Penalty: 4897.073242
	Iteration 29Q: 3 clusters Score -2250709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2250720.750000 Penalty: 4897.073242
	Iteration 30Q: 3 clusters Score -2250721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2250729.000000 Penalty: 4897.073242
	Iteration 31Q: 3 clusters Score -2250729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2250743.250000 Penalty: 4897.073242
	Iteration 32Q: 3 clusters Score -2250743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2250748.000000 Penalty: 4897.073242
	Iteration 33Q: 3 clusters Score -2250748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2250755.000000 Penalty: 4897.073242
	Iteration 34Q: 3 clusters Score -2250755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2250761.250000 Penalty: 4897.073242
	Iteration 35Q: 3 clusters Score -2250761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2250772.750000 Penalty: 4897.073242
	Iteration 36Q: 3 clusters Score -2250773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2250778.250000 Penalty: 4897.073242
	Iteration 37Q: 3 clusters Score -2250778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2250787.000000 Penalty: 4897.073242
	Iteration 38Q: 3 clusters Score -2250787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2250794.000000 Penalty: 4897.073242
	Iteration 39Q: 3 clusters Score -2250794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2250803.750000 Penalty: 4897.073242
	Iteration 40F: 3 clusters Score -2250804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2250805.750000 Penalty: 4897.073242
	Iteration 41Q: 3 clusters Score -2250806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2250806.750000 Penalty: 4897.073242
	Iteration 42Q: 3 clusters Score -2250807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2250812.000000 Penalty: 4897.073242
	Iteration 43Q: 3 clusters Score -2250812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2250806.000000 Penalty: 4897.073242
	Iteration 44Q: 3 clusters Score -2250806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2250816.250000 Penalty: 4897.073242
	Iteration 45Q: 3 clusters Score -2250816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2250816.500000 Penalty: 4897.073242
	Iteration 46Q: 3 clusters Score -2250816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2250824.500000 Penalty: 4897.073242
	Iteration 47Q: 3 clusters Score -2250824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2250828.250000 Penalty: 4897.073242
	Iteration 48Q: 3 clusters Score -2250828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2250829.750000 Penalty: 4897.073242
	Iteration 49Q: 3 clusters Score -2250830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2250832.000000 Penalty: 4897.073242
	Iteration 50Q: 3 clusters Score -2250832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2250833.250000 Penalty: 4897.073242
	Iteration 51Q: 3 clusters Score -2250833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2250836.750000 Penalty: 4897.073242
	Iteration 52Q: 3 clusters Score -2250837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2250836.250000 Penalty: 4897.073242
	Iteration 53Q: 3 clusters Score -2250836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2250837.500000 Penalty: 4897.073242
	Iteration 54Q: 3 clusters Score -2250838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2250838.000000 Penalty: 4897.073242
	Iteration 55Q: 3 clusters Score -2250838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2250838.750000 Penalty: 4897.073242
	Iteration 56Q: 3 clusters Score -2250839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2250841.750000 Penalty: 4897.073242
	Iteration 57Q: 3 clusters Score -2250842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2250842.000000 Penalty: 4897.073242
	Iteration 58Q: 3 clusters Score -2250842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2250842.000000 Penalty: 4897.073242
	Iteration 59F: 3 clusters Score -2250842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (184002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184002 members 
Entering Unmasked Estep 
Score: -21727192.000000 Penalty: 3006.429932
	Iteration 0F: 2 clusters Score -2.172719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91898 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -21605940.000000 Penalty: 6012.859863
	Iteration 0F: 3 clusters Score -2.160594e+07 nChanged 88126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -21656446.000000 Penalty: 6012.859863
	Iteration 1F: 3 clusters Score -2.165645e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -21657484.000000 Penalty: 6012.859863
	Iteration 2Q: 3 clusters Score -2.165748e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -21658664.000000 Penalty: 6012.859863
	Iteration 3Q: 3 clusters Score -2.165866e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -21660418.000000 Penalty: 6012.859863
	Iteration 4Q: 3 clusters Score -2.166042e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -21663506.000000 Penalty: 6012.859863
	Iteration 5Q: 3 clusters Score -2.166351e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 116197 members 
Entering Unmasked Estep 
Score: -21668584.000000 Penalty: 6012.859863
	Iteration 6F: 3 clusters Score -2.166858e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 127461 members 
Entering Unmasked Estep 
Score: -21676376.000000 Penalty: 6012.859863
	Iteration 7F: 3 clusters Score -2.167638e+07 nChanged 14458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 141415 members 
Entering Unmasked Estep 
Score: -21687364.000000 Penalty: 6012.859863
	Iteration 8F: 3 clusters Score -2.168736e+07 nChanged 14569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -21699904.000000 Penalty: 6012.859863
	Iteration 9F: 3 clusters Score -2.16999e+07 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 168059 members 
Entering Unmasked Estep 
Score: -21711326.000000 Penalty: 6012.859863
	Iteration 10F: 3 clusters Score -2.171133e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 176065 members 
Entering Unmasked Estep 
Score: -21718532.000000 Penalty: 6012.859863
	Iteration 11Q: 3 clusters Score -2.171853e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 180404 members 
Entering Unmasked Estep 
Score: -21722154.000000 Penalty: 6012.859863
	Iteration 12Q: 3 clusters Score -2.172215e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 182275 members 
Entering Unmasked Estep 
Score: -21723704.000000 Penalty: 6012.859863
	Iteration 13Q: 3 clusters Score -2.17237e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 182982 members 
Entering Unmasked Estep 
Score: -21724262.000000 Penalty: 6012.859863
	Iteration 14Q: 3 clusters Score -2.172426e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 183214 members 
Entering Unmasked Estep 
Score: -21724486.000000 Penalty: 6012.859863
	Iteration 15Q: 3 clusters Score -2.172449e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 183301 members 
Entering Unmasked Estep 
Score: -21724612.000000 Penalty: 6012.859863
	Iteration 16Q: 3 clusters Score -2.172461e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 183350 members 
Entering Unmasked Estep 
Score: -21724668.000000 Penalty: 6012.859863
	Iteration 17Q: 3 clusters Score -2.172467e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 183388 members 
Entering Unmasked Estep 
Score: -21724714.000000 Penalty: 6012.859863
	Iteration 18Q: 3 clusters Score -2.172471e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 183419 members 
Entering Unmasked Estep 
Score: -21724748.000000 Penalty: 6012.859863
	Iteration 19Q: 3 clusters Score -2.172475e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 183428 members 
Entering Unmasked Estep 
Score: -21724762.000000 Penalty: 6012.859863
	Iteration 20F: 3 clusters Score -2.172476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 183428 members 
Entering Unmasked Estep 
Score: -21724786.000000 Penalty: 6012.859863
	Iteration 21Q: 3 clusters Score -2.172479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 183435 members 
Entering Unmasked Estep 
Score: -21724806.000000 Penalty: 6012.859863
	Iteration 22Q: 3 clusters Score -2.172481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 183438 members 
Entering Unmasked Estep 
Score: -21724798.000000 Penalty: 6012.859863
	Iteration 23Q: 3 clusters Score -2.17248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 183440 members 
Entering Unmasked Estep 
Score: -21724808.000000 Penalty: 6012.859863
	Iteration 24Q: 3 clusters Score -2.172481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 183444 members 
Entering Unmasked Estep 
Score: -21724822.000000 Penalty: 6012.859863
	Iteration 25Q: 3 clusters Score -2.172482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 183447 members 
Entering Unmasked Estep 
Score: -21724814.000000 Penalty: 6012.859863
	Iteration 26Q: 3 clusters Score -2.172481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 183452 members 
Entering Unmasked Estep 
Score: -21724830.000000 Penalty: 6012.859863
	Iteration 27Q: 3 clusters Score -2.172483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 183455 members 
Entering Unmasked Estep 
Score: -21724826.000000 Penalty: 6012.859863
	Iteration 28Q: 3 clusters Score -2.172483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 183457 members 
Entering Unmasked Estep 
Score: -21724824.000000 Penalty: 6012.859863
	Iteration 29Q: 3 clusters Score -2.172482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 183458 members 
Entering Unmasked Estep 
Score: -21724828.000000 Penalty: 6012.859863
	Iteration 30Q: 3 clusters Score -2.172483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 183459 members 
Entering Unmasked Estep 
Score: -21724822.000000 Penalty: 6012.859863
	Iteration 31Q: 3 clusters Score -2.172482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 183461 members 
Entering Unmasked Estep 
Score: -21724820.000000 Penalty: 6012.859863
	Iteration 32Q: 3 clusters Score -2.172482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 183463 members 
Entering Unmasked Estep 
Score: -21724822.000000 Penalty: 6012.859863
	Iteration 33Q: 3 clusters Score -2.172482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 183465 members 
Entering Unmasked Estep 
Score: -21724818.000000 Penalty: 6012.859863
	Iteration 34Q: 3 clusters Score -2.172482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 183466 members 
Entering Unmasked Estep 
Score: -21724836.000000 Penalty: 6012.859863
	Iteration 35Q: 3 clusters Score -2.172484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 183469 members 
Entering Unmasked Estep 
Score: -21724836.000000 Penalty: 6012.859863
	Iteration 36Q: 3 clusters Score -2.172484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 183469 members 
Entering Unmasked Estep 
Score: -21724844.000000 Penalty: 6012.859863
	Iteration 37Q: 3 clusters Score -2.172484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 183471 members 
Entering Unmasked Estep 
Score: -21724834.000000 Penalty: 6012.859863
	Iteration 38Q: 3 clusters Score -2.172483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 183473 members 
Entering Unmasked Estep 
Score: -21724838.000000 Penalty: 6012.859863
	Iteration 39Q: 3 clusters Score -2.172484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 183476 members 
Entering Unmasked Estep 
Score: -21724836.000000 Penalty: 6012.859863
	Iteration 40F: 3 clusters Score -2.172484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 183480 members 
Entering Unmasked Estep 
Score: -21724834.000000 Penalty: 6012.859863
	Iteration 41Q: 3 clusters Score -2.172483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 183479 members 
Entering Unmasked Estep 
Score: -21724844.000000 Penalty: 6012.859863
	Iteration 42Q: 3 clusters Score -2.172484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 183481 members 
Entering Unmasked Estep 
Score: -21724872.000000 Penalty: 6012.859863
	Iteration 43Q: 3 clusters Score -2.172487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 183480 members 
Entering Unmasked Estep 
Score: -21724878.000000 Penalty: 6012.859863
	Iteration 44Q: 3 clusters Score -2.172488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 183481 members 
Entering Unmasked Estep 
Score: -21724870.000000 Penalty: 6012.859863
	Iteration 45Q: 3 clusters Score -2.172487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 183483 members 
Entering Unmasked Estep 
Score: -21724874.000000 Penalty: 6012.859863
	Iteration 46Q: 3 clusters Score -2.172487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 183483 members 
Entering Unmasked Estep 
Score: -21724874.000000 Penalty: 6012.859863
	Iteration 47F: 3 clusters Score -2.172487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (25712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Entering Unmasked Estep 
Score: -3009574.000000 Penalty: 2518.368652
	Iteration 0F: 2 clusters Score -3009574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2991725.000000 Penalty: 5036.737305
	Iteration 0F: 3 clusters Score -2991725 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2998030.500000 Penalty: 5036.737305
	Iteration 1F: 3 clusters Score -2998030 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2998491.750000 Penalty: 5036.737305
	Iteration 2F: 3 clusters Score -2998492 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2998913.750000 Penalty: 5036.737305
	Iteration 3Q: 3 clusters Score -2998914 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2999287.500000 Penalty: 5036.737305
	Iteration 4Q: 3 clusters Score -2999288 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2999628.250000 Penalty: 5036.737305
	Iteration 5Q: 3 clusters Score -2999628 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2999951.750000 Penalty: 5036.737305
	Iteration 6Q: 3 clusters Score -2999952 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3000281.750000 Penalty: 5036.737305
	Iteration 7Q: 3 clusters Score -3000282 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3000613.750000 Penalty: 5036.737305
	Iteration 8Q: 3 clusters Score -3000614 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3000969.000000 Penalty: 5036.737305
	Iteration 9Q: 3 clusters Score -3000969 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3001324.250000 Penalty: 5036.737305
	Iteration 10Q: 3 clusters Score -3001324 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3001657.000000 Penalty: 5036.737305
	Iteration 11Q: 3 clusters Score -3001657 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3001997.750000 Penalty: 5036.737305
	Iteration 12Q: 3 clusters Score -3001998 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3002340.500000 Penalty: 5036.737305
	Iteration 13Q: 3 clusters Score -3002340 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -3002701.000000 Penalty: 5036.737305
	Iteration 14Q: 3 clusters Score -3002701 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3003043.750000 Penalty: 5036.737305
	Iteration 15Q: 3 clusters Score -3003044 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3003389.750000 Penalty: 5036.737305
	Iteration 16Q: 3 clusters Score -3003390 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -3003743.250000 Penalty: 5036.737305
	Iteration 17Q: 3 clusters Score -3003743 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3004112.250000 Penalty: 5036.737305
	Iteration 18Q: 3 clusters Score -3004112 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -3004534.500000 Penalty: 5036.737305
	Iteration 19Q: 3 clusters Score -3004534 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3004962.750000 Penalty: 5036.737305
	Iteration 20F: 3 clusters Score -3004963 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3005435.000000 Penalty: 5036.737305
	Iteration 21Q: 3 clusters Score -3005435 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3005906.000000 Penalty: 5036.737305
	Iteration 22Q: 3 clusters Score -3005906 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3006354.750000 Penalty: 5036.737305
	Iteration 23Q: 3 clusters Score -3006355 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3006709.500000 Penalty: 5036.737305
	Iteration 24Q: 3 clusters Score -3006710 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3006964.750000 Penalty: 5036.737305
	Iteration 25Q: 3 clusters Score -3006965 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3007129.750000 Penalty: 5036.737305
	Iteration 26Q: 3 clusters Score -3007130 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3007251.750000 Penalty: 5036.737305
	Iteration 27Q: 3 clusters Score -3007252 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3007315.000000 Penalty: 5036.737305
	Iteration 28Q: 3 clusters Score -3007315 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3007381.000000 Penalty: 5036.737305
	Iteration 29Q: 3 clusters Score -3007381 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3007420.750000 Penalty: 5036.737305
	Iteration 30Q: 3 clusters Score -3007421 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3007461.250000 Penalty: 5036.737305
	Iteration 31Q: 3 clusters Score -3007461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3007490.750000 Penalty: 5036.737305
	Iteration 32Q: 3 clusters Score -3007491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3007516.750000 Penalty: 5036.737305
	Iteration 33Q: 3 clusters Score -3007517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3007545.500000 Penalty: 5036.737305
	Iteration 34Q: 3 clusters Score -3007546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3007577.500000 Penalty: 5036.737305
	Iteration 35Q: 3 clusters Score -3007578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3007595.000000 Penalty: 5036.737305
	Iteration 36Q: 3 clusters Score -3007595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3007610.250000 Penalty: 5036.737305
	Iteration 37Q: 3 clusters Score -3007610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3007623.750000 Penalty: 5036.737305
	Iteration 38Q: 3 clusters Score -3007624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3007644.000000 Penalty: 5036.737305
	Iteration 39Q: 3 clusters Score -3007644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3007651.750000 Penalty: 5036.737305
	Iteration 40F: 3 clusters Score -3007652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3007664.500000 Penalty: 5036.737305
	Iteration 41Q: 3 clusters Score -3007664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3007672.250000 Penalty: 5036.737305
	Iteration 42Q: 3 clusters Score -3007672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3007679.500000 Penalty: 5036.737305
	Iteration 43Q: 3 clusters Score -3007680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3007678.750000 Penalty: 5036.737305
	Iteration 44Q: 3 clusters Score -3007679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3007686.500000 Penalty: 5036.737305
	Iteration 45Q: 3 clusters Score -3007686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3007691.500000 Penalty: 5036.737305
	Iteration 46Q: 3 clusters Score -3007692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3007698.000000 Penalty: 5036.737305
	Iteration 47Q: 3 clusters Score -3007698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3007701.250000 Penalty: 5036.737305
	Iteration 48Q: 3 clusters Score -3007701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3007701.250000 Penalty: 5036.737305
	Iteration 49Q: 3 clusters Score -3007701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3007702.250000 Penalty: 5036.737305
	Iteration 50Q: 3 clusters Score -3007702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3007707.250000 Penalty: 5036.737305
	Iteration 51Q: 3 clusters Score -3007707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3007706.500000 Penalty: 5036.737305
	Iteration 52Q: 3 clusters Score -3007706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3007707.000000 Penalty: 5036.737305
	Iteration 53Q: 3 clusters Score -3007707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3007707.000000 Penalty: 5036.737305
	Iteration 54F: 3 clusters Score -3007707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -620078.312500 Penalty: 2123.132812
	Iteration 0F: 2 clusters Score -620078.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -615471.000000 Penalty: 4246.265625
	Iteration 0F: 3 clusters Score -615471 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -616618.250000 Penalty: 4246.265625
	Iteration 1F: 3 clusters Score -616618.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -616826.687500 Penalty: 4246.265625
	Iteration 2F: 3 clusters Score -616826.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -616966.062500 Penalty: 4246.265625
	Iteration 3Q: 3 clusters Score -616966.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -617052.500000 Penalty: 4246.265625
	Iteration 4Q: 3 clusters Score -617052.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -617121.375000 Penalty: 4246.265625
	Iteration 5Q: 3 clusters Score -617121.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -617203.312500 Penalty: 4246.265625
	Iteration 6Q: 3 clusters Score -617203.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -617272.062500 Penalty: 4246.265625
	Iteration 7Q: 3 clusters Score -617272.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -617341.750000 Penalty: 4246.265625
	Iteration 8Q: 3 clusters Score -617341.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -617404.937500 Penalty: 4246.265625
	Iteration 9Q: 3 clusters Score -617404.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -617463.000000 Penalty: 4246.265625
	Iteration 10Q: 3 clusters Score -617463 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -617515.187500 Penalty: 4246.265625
	Iteration 11Q: 3 clusters Score -617515.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -617574.375000 Penalty: 4246.265625
	Iteration 12Q: 3 clusters Score -617574.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -617629.687500 Penalty: 4246.265625
	Iteration 13Q: 3 clusters Score -617629.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -617676.750000 Penalty: 4246.265625
	Iteration 14Q: 3 clusters Score -617676.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -617734.250000 Penalty: 4246.265625
	Iteration 15Q: 3 clusters Score -617734.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -617786.250000 Penalty: 4246.265625
	Iteration 16Q: 3 clusters Score -617786.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -617838.625000 Penalty: 4246.265625
	Iteration 17Q: 3 clusters Score -617838.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -617894.062500 Penalty: 4246.265625
	Iteration 18Q: 3 clusters Score -617894.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -617949.000000 Penalty: 4246.265625
	Iteration 19Q: 3 clusters Score -617949 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -618004.875000 Penalty: 4246.265625
	Iteration 20F: 3 clusters Score -618004.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -618060.562500 Penalty: 4246.265625
	Iteration 21Q: 3 clusters Score -618060.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -618112.500000 Penalty: 4246.265625
	Iteration 22Q: 3 clusters Score -618112.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -618152.125000 Penalty: 4246.265625
	Iteration 23Q: 3 clusters Score -618152.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -618182.437500 Penalty: 4246.265625
	Iteration 24Q: 3 clusters Score -618182.4 nChanged 53
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: -618203.375000 Penalty: 4246.265625
	Iteration 25Q: 3 clusters Score -618203.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -618214.375000 Penalty: 4246.265625
	Iteration 26Q: 3 clusters Score -618214.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -618218.625000 Penalty: 4246.265625
	Iteration 27Q: 3 clusters Score -618218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -618223.000000 Penalty: 4246.265625
	Iteration 28Q: 3 clusters Score -618223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -618230.125000 Penalty: 4246.265625
	Iteration 29Q: 3 clusters Score -618230.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -618235.250000 Penalty: 4246.265625
	Iteration 30Q: 3 clusters Score -618235.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -618243.062500 Penalty: 4246.265625
	Iteration 31Q: 3 clusters Score -618243.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -618247.437500 Penalty: 4246.265625
	Iteration 32Q: 3 clusters Score -618247.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -618251.500000 Penalty: 4246.265625
	Iteration 33Q: 3 clusters Score -618251.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -618253.437500 Penalty: 4246.265625
	Iteration 34Q: 3 clusters Score -618253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -618256.187500 Penalty: 4246.265625
	Iteration 35Q: 3 clusters Score -618256.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -618260.250000 Penalty: 4246.265625
	Iteration 36Q: 3 clusters Score -618260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -618261.125000 Penalty: 4246.265625
	Iteration 37Q: 3 clusters Score -618261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -618261.562500 Penalty: 4246.265625
	Iteration 38Q: 3 clusters Score -618261.6 nChanged 5
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: -618264.437500 Penalty: 4246.265625
	Iteration 39Q: 3 clusters Score -618264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -618265.687500 Penalty: 4246.265625
	Iteration 40F: 3 clusters Score -618265.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -618268.875000 Penalty: 4246.265625
	Iteration 41Q: 3 clusters Score -618268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -618270.375000 Penalty: 4246.265625
	Iteration 42Q: 3 clusters Score -618270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -618273.687500 Penalty: 4246.265625
	Iteration 43Q: 3 clusters Score -618273.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -618276.687500 Penalty: 4246.265625
	Iteration 44Q: 3 clusters Score -618276.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -618280.000000 Penalty: 4246.265625
	Iteration 45Q: 3 clusters Score -618280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -618282.437500 Penalty: 4246.265625
	Iteration 46Q: 3 clusters Score -618282.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -618284.312500 Penalty: 4246.265625
	Iteration 47Q: 3 clusters Score -618284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -618285.312500 Penalty: 4246.265625
	Iteration 48Q: 3 clusters Score -618285.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -618288.750000 Penalty: 4246.265625
	Iteration 49Q: 3 clusters Score -618288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -618292.312500 Penalty: 4246.265625
	Iteration 50Q: 3 clusters Score -618292.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -618295.500000 Penalty: 4246.265625
	Iteration 51Q: 3 clusters Score -618295.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -618299.312500 Penalty: 4246.265625
	Iteration 52Q: 3 clusters Score -618299.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -618299.187500 Penalty: 4246.265625
	Iteration 53Q: 3 clusters Score -618299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -618301.625000 Penalty: 4246.265625
	Iteration 54Q: 3 clusters Score -618301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -618305.187500 Penalty: 4246.265625
	Iteration 55Q: 3 clusters Score -618305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -618307.062500 Penalty: 4246.265625
	Iteration 56Q: 3 clusters Score -618307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -618308.437500 Penalty: 4246.265625
	Iteration 57Q: 3 clusters Score -618308.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -618309.500000 Penalty: 4246.265625
	Iteration 58Q: 3 clusters Score -618309.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -618310.000000 Penalty: 4246.265625
	Iteration 59Q: 3 clusters Score -618310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -618311.750000 Penalty: 4246.265625
	Iteration 60F: 3 clusters Score -618311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -618312.875000 Penalty: 4246.265625
	Iteration 61Q: 3 clusters Score -618312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -618312.875000 Penalty: 4246.265625
	Iteration 62Q: 3 clusters Score -618312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -618312.375000 Penalty: 4246.265625
	Iteration 63Q: 3 clusters Score -618312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -618314.125000 Penalty: 4246.265625
	Iteration 64Q: 3 clusters Score -618314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -618315.875000 Penalty: 4246.265625
	Iteration 65Q: 3 clusters Score -618315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -618315.562500 Penalty: 4246.265625
	Iteration 66Q: 3 clusters Score -618315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -618316.812500 Penalty: 4246.265625
	Iteration 67Q: 3 clusters Score -618316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -618319.312500 Penalty: 4246.265625
	Iteration 68Q: 3 clusters Score -618319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -618320.375000 Penalty: 4246.265625
	Iteration 69Q: 3 clusters Score -618320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -618320.625000 Penalty: 4246.265625
	Iteration 70Q: 3 clusters Score -618320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -618322.375000 Penalty: 4246.265625
	Iteration 71Q: 3 clusters Score -618322.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -618325.812500 Penalty: 4246.265625
	Iteration 72Q: 3 clusters Score -618325.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -618328.375000 Penalty: 4246.265625
	Iteration 73Q: 3 clusters Score -618328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -618328.937500 Penalty: 4246.265625
	Iteration 74Q: 3 clusters Score -618328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -618331.562500 Penalty: 4246.265625
	Iteration 75Q: 3 clusters Score -618331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -618334.687500 Penalty: 4246.265625
	Iteration 76Q: 3 clusters Score -618334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -618338.500000 Penalty: 4246.265625
	Iteration 77Q: 3 clusters Score -618338.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -618342.937500 Penalty: 4246.265625
	Iteration 78Q: 3 clusters Score -618342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -618345.312500 Penalty: 4246.265625
	Iteration 79Q: 3 clusters Score -618345.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -618345.812500 Penalty: 4246.265625
	Iteration 80F: 3 clusters Score -618345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -618348.125000 Penalty: 4246.265625
	Iteration 81Q: 3 clusters Score -618348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -618348.125000 Penalty: 4246.265625
	Iteration 82Q: 3 clusters Score -618348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -618347.500000 Penalty: 4246.265625
	Iteration 83Q: 3 clusters Score -618347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -618349.187500 Penalty: 4246.265625
	Iteration 84Q: 3 clusters Score -618349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -618349.187500 Penalty: 4246.265625
	Iteration 85Q: 3 clusters Score -618349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -618350.125000 Penalty: 4246.265625
	Iteration 86Q: 3 clusters Score -618350.1 nChanged 3
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: -618350.750000 Penalty: 4246.265625
	Iteration 87Q: 3 clusters Score -618350.8 nChanged 2
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: -618352.625000 Penalty: 4246.265625
	Iteration 88Q: 3 clusters Score -618352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -618352.312500 Penalty: 4246.265625
	Iteration 89Q: 3 clusters Score -618352.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -618352.312500 Penalty: 4246.265625
	Iteration 90F: 3 clusters Score -618352.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -100406.421875 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -100406.4 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 320 members 
Entering Unmasked Estep 
Score: -98787.765625 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -98787.77 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -99034.179688 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -99034.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99167.109375 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -99167.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -99296.851562 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -99296.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -99451.187500 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -99451.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -99626.156250 Penalty: 3209.516602
	Iteration 5F: 3 clusters Score -99626.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -99762.562500 Penalty: 3209.516602
	Iteration 6F: 3 clusters Score -99762.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -99875.804688 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -99875.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -100000.281250 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -100000.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -100057.179688 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -100057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -100083.015625 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -100083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -100116.171875 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -100116.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -100172.367188 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -100172.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -100211.679688 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -100211.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -100230.664062 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -100230.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -100248.273438 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -100248.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -100248.273438 Penalty: 3209.516602
	Iteration 16F: 3 clusters Score -100248.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -25340.835938 Penalty: 1302.563843
	Iteration 0F: 2 clusters Score -25340.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24246.904297 Penalty: 2605.127686
	Iteration 0F: 3 clusters Score -24246.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24325.230469 Penalty: 2605.127686
	Iteration 1F: 3 clusters Score -24325.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24352.332031 Penalty: 2605.127686
	Iteration 2Q: 3 clusters Score -24352.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24363.031250 Penalty: 2605.127686
	Iteration 3Q: 3 clusters Score -24363.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24368.271484 Penalty: 2605.127686
	Iteration 4Q: 3 clusters Score -24368.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24372.941406 Penalty: 2605.127686
	Iteration 5Q: 3 clusters Score -24372.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24372.941406 Penalty: 2605.127686
	Iteration 6F: 3 clusters Score -24372.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -91005.757812 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -91005.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89374.867188 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -89374.87 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89703.789062 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -89703.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89871.210938 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -89871.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90046.382812 Penalty: 3204.112793
	Iteration 3F: 3 clusters Score -90046.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90191.054688 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -90191.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90356.078125 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -90356.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90536.750000 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -90536.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90621.671875 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -90621.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90708.828125 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -90708.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90753.007812 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -90753.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90794.898438 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -90794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90830.742188 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -90830.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90842.921875 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -90842.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90845.695312 Penalty: 3204.112793
	Iteration 13Q: 3 clusters Score -90845.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90847.734375 Penalty: 3204.112793
	Iteration 14Q: 3 clusters Score -90847.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90853.289062 Penalty: 3204.112793
	Iteration 15Q: 3 clusters Score -90853.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90863.148438 Penalty: 3204.112793
	Iteration 16Q: 3 clusters Score -90863.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -90868.281250 Penalty: 3204.112793
	Iteration 17Q: 3 clusters Score -90868.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90872.375000 Penalty: 3204.112793
	Iteration 18Q: 3 clusters Score -90872.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -90914.625000 Penalty: 3204.112793
	Iteration 19Q: 3 clusters Score -90914.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90921.421875 Penalty: 3204.112793
	Iteration 20F: 3 clusters Score -90921.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90923.429688 Penalty: 3204.112793
	Iteration 21Q: 3 clusters Score -90923.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90926.476562 Penalty: 3204.112793
	Iteration 22Q: 3 clusters Score -90926.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90929.109375 Penalty: 3204.112793
	Iteration 23Q: 3 clusters Score -90929.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90929.109375 Penalty: 3204.112793
	Iteration 24F: 3 clusters Score -90929.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -87717.304688 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -87717.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86097.960938 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -86097.96 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86397.789062 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -86397.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86614.539062 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -86614.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86727.523438 Penalty: 3200.216309
	Iteration 3F: 3 clusters Score -86727.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -86809.125000 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -86809.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86898.078125 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -86898.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86950.968750 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -86950.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -87010.242188 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -87010.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -87057.062500 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -87057.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -87113.070312 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -87113.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -87165.273438 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -87165.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -87180.015625 Penalty: 3200.216309
	Iteration 11Q: 3 clusters Score -87180.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -87196.437500 Penalty: 3200.216309
	Iteration 12Q: 3 clusters Score -87196.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -87212.171875 Penalty: 3200.216309
	Iteration 13Q: 3 clusters Score -87212.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -87225.234375 Penalty: 3200.216309
	Iteration 14Q: 3 clusters Score -87225.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -87236.890625 Penalty: 3200.216309
	Iteration 15Q: 3 clusters Score -87236.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -87269.125000 Penalty: 3200.216309
	Iteration 16Q: 3 clusters Score -87269.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -87284.921875 Penalty: 3200.216309
	Iteration 17Q: 3 clusters Score -87284.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -87305.117188 Penalty: 3200.216309
	Iteration 18Q: 3 clusters Score -87305.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -87323.062500 Penalty: 3200.216309
	Iteration 19Q: 3 clusters Score -87323.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -87352.453125 Penalty: 3200.216309
	Iteration 20F: 3 clusters Score -87352.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -87389.210938 Penalty: 3200.216309
	Iteration 21Q: 3 clusters Score -87389.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -87457.132812 Penalty: 3200.216309
	Iteration 22Q: 3 clusters Score -87457.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -87500.898438 Penalty: 3200.216309
	Iteration 23Q: 3 clusters Score -87500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -87551.132812 Penalty: 3200.216309
	Iteration 24Q: 3 clusters Score -87551.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -87598.617188 Penalty: 3200.216309
	Iteration 25Q: 3 clusters Score -87598.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -87657.359375 Penalty: 3200.216309
	Iteration 26Q: 3 clusters Score -87657.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -87740.828125 Penalty: 3200.216309
	Iteration 27Q: 3 clusters Score -87740.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -87757.132812 Penalty: 3200.216309
	Iteration 28Q: 3 clusters Score -87757.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -87757.132812 Penalty: 3200.216309
	Iteration 29F: 3 clusters Score -87757.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25707 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189333 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45719 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 18857 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 37428 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 39403 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6637 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6344 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4314 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10748 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19402 members 
Mstep: Class 55 contains 184002 members 
Mstep: Class 56 contains 25712 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 387 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8658 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
Score: -133766992.000000 Penalty: 253084.625000
Splitting cluster 61 changes total score from -133768872.000000 to -133766992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -120444.640625 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -120444.6 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 446 members 
Entering Unmasked Estep 
Score: -118726.265625 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -118726.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119544.968750 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -119545 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -120067.945312 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -120067.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -120360.101562 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -120360.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120453.664062 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -120453.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120493.414062 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -120493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120513.296875 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -120513.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -120529.671875 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -120529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -120543.742188 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -120543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120559.609375 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -120559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120572.882812 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -120572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -120579.679688 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -120579.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -120581.070312 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -120581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -120583.171875 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -120583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120587.078125 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -120587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120589.953125 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -120590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120592.320312 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -120592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120592.320312 Penalty: 3369.002930
	Iteration 17F: 3 clusters Score -120592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25707 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189333 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45719 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 18857 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 37428 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 39403 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6637 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6344 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4314 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10748 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19402 members 
Mstep: Class 55 contains 184002 members 
Mstep: Class 56 contains 25712 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 381 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8658 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 510 members 
Entering Unmasked Estep 
Score: -133767176.000000 Penalty: 253084.625000
Splitting cluster 62 changes total score from -133768872.000000 to -133767176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -182651.125000 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -182651.1 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 656 members 
Entering Unmasked Estep 
Score: -180648.171875 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -180648.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -181480.875000 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -181480.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -181889.156250 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -181889.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -182134.062500 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -182134.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182317.296875 Penalty: 3566.201416
	Iteration 4Q: 3 clusters Score -182317.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -182515.718750 Penalty: 3566.201416
	Iteration 5Q: 3 clusters Score -182515.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -182796.390625 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -182796.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182965.578125 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -182965.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -183021.906250 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -183021.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -183060.187500 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -183060.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -183098.031250 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -183098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -183135.375000 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -183135.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -183153.125000 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -183153.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -183176.171875 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -183176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -183191.062500 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -183191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -183204.953125 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -183205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -183226.703125 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -183226.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -183257.500000 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -183257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -183268.859375 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -183268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -183278.171875 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -183278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -183283.968750 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -183284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -183285.796875 Penalty: 3566.201416
	Iteration 21Q: 3 clusters Score -183285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -183290.140625 Penalty: 3566.201416
	Iteration 22Q: 3 clusters Score -183290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -183291.781250 Penalty: 3566.201416
	Iteration 23Q: 3 clusters Score -183291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -183295.234375 Penalty: 3566.201416
	Iteration 24Q: 3 clusters Score -183295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -183297.828125 Penalty: 3566.201416
	Iteration 25Q: 3 clusters Score -183297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -183298.718750 Penalty: 3566.201416
	Iteration 26Q: 3 clusters Score -183298.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -183299.593750 Penalty: 3566.201416
	Iteration 27Q: 3 clusters Score -183299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -183300.750000 Penalty: 3566.201416
	Iteration 28Q: 3 clusters Score -183300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -183301.765625 Penalty: 3566.201416
	Iteration 29Q: 3 clusters Score -183301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -183303.328125 Penalty: 3566.201416
	Iteration 30Q: 3 clusters Score -183303.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -183303.328125 Penalty: 3566.201416
	Iteration 31F: 3 clusters Score -183303.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25707 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189333 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45719 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 18857 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 37428 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 39403 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6637 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6344 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4314 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10748 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19402 members 
Mstep: Class 55 contains 184002 members 
Mstep: Class 56 contains 25712 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8658 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 1005 members 
Entering Unmasked Estep 
Score: -133767928.000000 Penalty: 253084.625000
Splitting cluster 63 changes total score from -133768872.000000 to -133767928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -45654.949219 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -45654.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44200.906250 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -44200.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44427.066406 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -44427.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44577.761719 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -44577.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44863.933594 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -44863.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45178.335938 Penalty: 3036.756348
	Iteration 4F: 3 clusters Score -45178.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45403.906250 Penalty: 3036.756348
	Iteration 5F: 3 clusters Score -45403.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45511.687500 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -45511.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45557.371094 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -45557.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45594.515625 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -45594.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45607.710938 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -45607.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45645.664062 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -45645.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45667.183594 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -45667.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45689.414062 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -45689.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45691.792969 Penalty: 3036.756348
	Iteration 13F: 3 clusters Score -45691.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45696.285156 Penalty: 3036.756348
	Iteration 14Q: 3 clusters Score -45696.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45696.285156 Penalty: 3036.756348
	Iteration 15F: 3 clusters Score -45696.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25707 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189333 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45719 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 18857 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 37428 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 39403 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6637 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6344 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4314 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10748 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19402 members 
Mstep: Class 55 contains 184002 members 
Mstep: Class 56 contains 25712 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 211 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8658 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 245 members 
Entering Unmasked Estep 
Score: -133766984.000000 Penalty: 253084.625000
Splitting cluster 64 changes total score from -133768872.000000 to -133766984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -459622.875000 Penalty: 2059.330566
	Iteration 0F: 2 clusters Score -459622.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -455667.625000 Penalty: 4118.661133
	Iteration 0F: 3 clusters Score -455667.6 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -456686.562500 Penalty: 4118.661133
	Iteration 1F: 3 clusters Score -456686.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -457033.593750 Penalty: 4118.661133
	Iteration 2F: 3 clusters Score -457033.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -457325.531250 Penalty: 4118.661133
	Iteration 3F: 3 clusters Score -457325.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -457611.093750 Penalty: 4118.661133
	Iteration 4F: 3 clusters Score -457611.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -457831.406250 Penalty: 4118.661133
	Iteration 5F: 3 clusters Score -457831.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -458006.718750 Penalty: 4118.661133
	Iteration 6Q: 3 clusters Score -458006.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -458123.937500 Penalty: 4118.661133
	Iteration 7Q: 3 clusters Score -458123.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -458190.750000 Penalty: 4118.661133
	Iteration 8Q: 3 clusters Score -458190.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -458228.156250 Penalty: 4118.661133
	Iteration 9Q: 3 clusters Score -458228.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -458254.687500 Penalty: 4118.661133
	Iteration 10Q: 3 clusters Score -458254.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -458275.687500 Penalty: 4118.661133
	Iteration 11Q: 3 clusters Score -458275.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -458288.093750 Penalty: 4118.661133
	Iteration 12Q: 3 clusters Score -458288.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -458295.781250 Penalty: 4118.661133
	Iteration 13Q: 3 clusters Score -458295.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -458300.875000 Penalty: 4118.661133
	Iteration 14Q: 3 clusters Score -458300.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -458304.156250 Penalty: 4118.661133
	Iteration 15Q: 3 clusters Score -458304.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -458309.093750 Penalty: 4118.661133
	Iteration 16Q: 3 clusters Score -458309.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -458312.218750 Penalty: 4118.661133
	Iteration 17Q: 3 clusters Score -458312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -458315.593750 Penalty: 4118.661133
	Iteration 18Q: 3 clusters Score -458315.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -458321.218750 Penalty: 4118.661133
	Iteration 19Q: 3 clusters Score -458321.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -458323.250000 Penalty: 4118.661133
	Iteration 20F: 3 clusters Score -458323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -458324.156250 Penalty: 4118.661133
	Iteration 21Q: 3 clusters Score -458324.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -458326.468750 Penalty: 4118.661133
	Iteration 22Q: 3 clusters Score -458326.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -458328.000000 Penalty: 4118.661133
	Iteration 23Q: 3 clusters Score -458328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -458329.187500 Penalty: 4118.661133
	Iteration 24Q: 3 clusters Score -458329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -458331.281250 Penalty: 4118.661133
	Iteration 25Q: 3 clusters Score -458331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -458332.531250 Penalty: 4118.661133
	Iteration 26Q: 3 clusters Score -458332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -458332.531250 Penalty: 4118.661133
	Iteration 27F: 3 clusters Score -458332.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -58222.792969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -58222.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56797.093750 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -56797.09 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56972.335938 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -56972.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57023.714844 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -57023.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57059.558594 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -57059.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57108.167969 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -57108.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57134.683594 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -57134.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57167.726562 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -57167.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57182.582031 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -57182.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57194.593750 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -57194.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57196.941406 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -57196.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57198.234375 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -57198.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57198.234375 Penalty: 3021.289795
	Iteration 11F: 3 clusters Score -57198.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -226749.734375 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -226749.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -224389.187500 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -224389.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -224904.625000 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -224904.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -225127.531250 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -225127.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -225321.484375 Penalty: 3655.946533
	Iteration 3F: 3 clusters Score -225321.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -225467.265625 Penalty: 3655.946533
	Iteration 4Q: 3 clusters Score -225467.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -225592.828125 Penalty: 3655.946533
	Iteration 5Q: 3 clusters Score -225592.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -225674.687500 Penalty: 3655.946533
	Iteration 6Q: 3 clusters Score -225674.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -225721.046875 Penalty: 3655.946533
	Iteration 7Q: 3 clusters Score -225721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -225742.453125 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -225742.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -225757.328125 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -225757.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -225764.203125 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -225764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -225767.609375 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -225767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -225770.234375 Penalty: 3655.946533
	Iteration 12Q: 3 clusters Score -225770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -225772.453125 Penalty: 3655.946533
	Iteration 13Q: 3 clusters Score -225772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -225774.328125 Penalty: 3655.946533
	Iteration 14Q: 3 clusters Score -225774.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -225774.328125 Penalty: 3655.946533
	Iteration 15F: 3 clusters Score -225774.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (8658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Entering Unmasked Estep 
Score: -898729.625000 Penalty: 2248.427246
	Iteration 0F: 2 clusters Score -898729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -891912.750000 Penalty: 4496.854492
	Iteration 0F: 3 clusters Score -891912.8 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -893808.687500 Penalty: 4496.854492
	Iteration 1F: 3 clusters Score -893808.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -894192.750000 Penalty: 4496.854492
	Iteration 2F: 3 clusters Score -894192.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -894486.187500 Penalty: 4496.854492
	Iteration 3F: 3 clusters Score -894486.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -894757.625000 Penalty: 4496.854492
	Iteration 4F: 3 clusters Score -894757.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -895036.312500 Penalty: 4496.854492
	Iteration 5Q: 3 clusters Score -895036.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -895302.562500 Penalty: 4496.854492
	Iteration 6Q: 3 clusters Score -895302.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -895544.187500 Penalty: 4496.854492
	Iteration 7Q: 3 clusters Score -895544.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -895732.875000 Penalty: 4496.854492
	Iteration 8Q: 3 clusters Score -895732.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -895919.500000 Penalty: 4496.854492
	Iteration 9Q: 3 clusters Score -895919.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -896088.312500 Penalty: 4496.854492
	Iteration 10Q: 3 clusters Score -896088.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -896234.937500 Penalty: 4496.854492
	Iteration 11Q: 3 clusters Score -896234.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -896380.375000 Penalty: 4496.854492
	Iteration 12Q: 3 clusters Score -896380.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -896507.062500 Penalty: 4496.854492
	Iteration 13Q: 3 clusters Score -896507.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -896609.687500 Penalty: 4496.854492
	Iteration 14Q: 3 clusters Score -896609.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -896701.250000 Penalty: 4496.854492
	Iteration 15Q: 3 clusters Score -896701.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -896771.812500 Penalty: 4496.854492
	Iteration 16Q: 3 clusters Score -896771.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -896819.750000 Penalty: 4496.854492
	Iteration 17Q: 3 clusters Score -896819.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -896862.125000 Penalty: 4496.854492
	Iteration 18Q: 3 clusters Score -896862.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -896891.000000 Penalty: 4496.854492
	Iteration 19Q: 3 clusters Score -896891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -896914.375000 Penalty: 4496.854492
	Iteration 20F: 3 clusters Score -896914.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -896928.750000 Penalty: 4496.854492
	Iteration 21Q: 3 clusters Score -896928.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -896937.500000 Penalty: 4496.854492
	Iteration 22Q: 3 clusters Score -896937.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -896949.812500 Penalty: 4496.854492
	Iteration 23Q: 3 clusters Score -896949.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -896960.062500 Penalty: 4496.854492
	Iteration 24Q: 3 clusters Score -896960.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -896966.312500 Penalty: 4496.854492
	Iteration 25Q: 3 clusters Score -896966.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -896971.000000 Penalty: 4496.854492
	Iteration 26Q: 3 clusters Score -896971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -896973.500000 Penalty: 4496.854492
	Iteration 27Q: 3 clusters Score -896973.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -896979.625000 Penalty: 4496.854492
	Iteration 28Q: 3 clusters Score -896979.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -896983.250000 Penalty: 4496.854492
	Iteration 29Q: 3 clusters Score -896983.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -896986.750000 Penalty: 4496.854492
	Iteration 30Q: 3 clusters Score -896986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -896989.312500 Penalty: 4496.854492
	Iteration 31Q: 3 clusters Score -896989.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -896990.250000 Penalty: 4496.854492
	Iteration 32Q: 3 clusters Score -896990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -896995.000000 Penalty: 4496.854492
	Iteration 33Q: 3 clusters Score -896995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -896995.187500 Penalty: 4496.854492
	Iteration 34Q: 3 clusters Score -896995.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -896999.500000 Penalty: 4496.854492
	Iteration 35Q: 3 clusters Score -896999.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -897002.500000 Penalty: 4496.854492
	Iteration 36Q: 3 clusters Score -897002.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -897005.062500 Penalty: 4496.854492
	Iteration 37Q: 3 clusters Score -897005.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -897006.125000 Penalty: 4496.854492
	Iteration 38Q: 3 clusters Score -897006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -897007.937500 Penalty: 4496.854492
	Iteration 39Q: 3 clusters Score -897007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -897009.812500 Penalty: 4496.854492
	Iteration 40F: 3 clusters Score -897009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -897011.312500 Penalty: 4496.854492
	Iteration 41Q: 3 clusters Score -897011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -897012.500000 Penalty: 4496.854492
	Iteration 42Q: 3 clusters Score -897012.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -897015.562500 Penalty: 4496.854492
	Iteration 43Q: 3 clusters Score -897015.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -897017.625000 Penalty: 4496.854492
	Iteration 44Q: 3 clusters Score -897017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -897019.437500 Penalty: 4496.854492
	Iteration 45Q: 3 clusters Score -897019.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -897019.000000 Penalty: 4496.854492
	Iteration 46Q: 3 clusters Score -897019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -897021.750000 Penalty: 4496.854492
	Iteration 47Q: 3 clusters Score -897021.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -897021.187500 Penalty: 4496.854492
	Iteration 48Q: 3 clusters Score -897021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -897023.437500 Penalty: 4496.854492
	Iteration 49Q: 3 clusters Score -897023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -897025.625000 Penalty: 4496.854492
	Iteration 50Q: 3 clusters Score -897025.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -897025.812500 Penalty: 4496.854492
	Iteration 51Q: 3 clusters Score -897025.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -897028.375000 Penalty: 4496.854492
	Iteration 52Q: 3 clusters Score -897028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -897028.875000 Penalty: 4496.854492
	Iteration 53Q: 3 clusters Score -897028.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -897032.312500 Penalty: 4496.854492
	Iteration 54Q: 3 clusters Score -897032.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -897030.687500 Penalty: 4496.854492
	Iteration 55Q: 3 clusters Score -897030.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -897033.375000 Penalty: 4496.854492
	Iteration 56Q: 3 clusters Score -897033.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -897036.812500 Penalty: 4496.854492
	Iteration 57Q: 3 clusters Score -897036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -897036.687500 Penalty: 4496.854492
	Iteration 58Q: 3 clusters Score -897036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -897035.937500 Penalty: 4496.854492
	Iteration 59Q: 3 clusters Score -897035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -897037.250000 Penalty: 4496.854492
	Iteration 60F: 3 clusters Score -897037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -897039.187500 Penalty: 4496.854492
	Iteration 61Q: 3 clusters Score -897039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -897037.812500 Penalty: 4496.854492
	Iteration 62Q: 3 clusters Score -897037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -897040.187500 Penalty: 4496.854492
	Iteration 63Q: 3 clusters Score -897040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -897040.187500 Penalty: 4496.854492
	Iteration 64Q: 3 clusters Score -897040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -897039.937500 Penalty: 4496.854492
	Iteration 65Q: 3 clusters Score -897039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -897040.250000 Penalty: 4496.854492
	Iteration 66Q: 3 clusters Score -897040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -897042.000000 Penalty: 4496.854492
	Iteration 67Q: 3 clusters Score -897042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -897044.687500 Penalty: 4496.854492
	Iteration 68Q: 3 clusters Score -897044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -897044.187500 Penalty: 4496.854492
	Iteration 69Q: 3 clusters Score -897044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -897044.250000 Penalty: 4496.854492
	Iteration 70Q: 3 clusters Score -897044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -897046.062500 Penalty: 4496.854492
	Iteration 71Q: 3 clusters Score -897046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -897042.250000 Penalty: 4496.854492
	Iteration 72Q: 3 clusters Score -897042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -897043.250000 Penalty: 4496.854492
	Iteration 73Q: 3 clusters Score -897043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -897043.875000 Penalty: 4496.854492
	Iteration 74Q: 3 clusters Score -897043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -897045.625000 Penalty: 4496.854492
	Iteration 75Q: 3 clusters Score -897045.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -897045.375000 Penalty: 4496.854492
	Iteration 76Q: 3 clusters Score -897045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -897046.437500 Penalty: 4496.854492
	Iteration 77Q: 3 clusters Score -897046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -897044.750000 Penalty: 4496.854492
	Iteration 78Q: 3 clusters Score -897044.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -897045.812500 Penalty: 4496.854492
	Iteration 79Q: 3 clusters Score -897045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -897047.000000 Penalty: 4496.854492
	Iteration 80F: 3 clusters Score -897047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -897045.750000 Penalty: 4496.854492
	Iteration 81Q: 3 clusters Score -897045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -897048.437500 Penalty: 4496.854492
	Iteration 82Q: 3 clusters Score -897048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -897047.625000 Penalty: 4496.854492
	Iteration 83Q: 3 clusters Score -897047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -897046.125000 Penalty: 4496.854492
	Iteration 84Q: 3 clusters Score -897046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -897048.187500 Penalty: 4496.854492
	Iteration 85Q: 3 clusters Score -897048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -897048.625000 Penalty: 4496.854492
	Iteration 86Q: 3 clusters Score -897048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -897051.000000 Penalty: 4496.854492
	Iteration 87Q: 3 clusters Score -897051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -897051.625000 Penalty: 4496.854492
	Iteration 88Q: 3 clusters Score -897051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -897051.812500 Penalty: 4496.854492
	Iteration 89Q: 3 clusters Score -897051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -897050.687500 Penalty: 4496.854492
	Iteration 90Q: 3 clusters Score -897050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -897050.687500 Penalty: 4496.854492
	Iteration 91Q: 3 clusters Score -897050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -897051.875000 Penalty: 4496.854492
	Iteration 92Q: 3 clusters Score -897051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -897053.125000 Penalty: 4496.854492
	Iteration 93Q: 3 clusters Score -897053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -897054.875000 Penalty: 4496.854492
	Iteration 94Q: 3 clusters Score -897054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -897054.312500 Penalty: 4496.854492
	Iteration 95Q: 3 clusters Score -897054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -897055.625000 Penalty: 4496.854492
	Iteration 96Q: 3 clusters Score -897055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -897056.875000 Penalty: 4496.854492
	Iteration 97Q: 3 clusters Score -897056.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -897056.312500 Penalty: 4496.854492
	Iteration 98Q: 3 clusters Score -897056.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -897058.187500 Penalty: 4496.854492
	Iteration 99Q: 3 clusters Score -897058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -897059.125000 Penalty: 4496.854492
	Iteration 100F: 3 clusters Score -897059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -108991.796875 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -108991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107275.132812 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -107275.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -107649.890625 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -107649.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -107847.625000 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -107847.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -108058.281250 Penalty: 3314.947021
	Iteration 3F: 3 clusters Score -108058.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108141.359375 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -108141.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108177.773438 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -108177.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108189.085938 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -108189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -108203.781250 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -108203.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -108209.867188 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -108209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108215.398438 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -108215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108221.351562 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -108221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108223.023438 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -108223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -108224.960938 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -108225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -108227.093750 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -108227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -108232.226562 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -108232.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -108233.703125 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -108233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -108238.843750 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -108238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108240.656250 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -108240.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108240.656250 Penalty: 3314.947021
	Iteration 18F: 3 clusters Score -108240.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -237811.953125 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -237812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -235486.093750 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -235486.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -236032.156250 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -236032.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -236383.687500 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -236383.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -236673.406250 Penalty: 3663.996826
	Iteration 3F: 3 clusters Score -236673.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -236818.953125 Penalty: 3663.996826
	Iteration 4F: 3 clusters Score -236819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -236884.437500 Penalty: 3663.996826
	Iteration 5Q: 3 clusters Score -236884.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -236921.812500 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -236921.8 nChanged 26
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: -236945.781250 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -236945.8 nChanged 22
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: -236967.390625 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -236967.4 nChanged 16
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: -236985.812500 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -236985.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -237005.546875 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -237005.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -237020.187500 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -237020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -237024.890625 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -237024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -237029.296875 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -237029.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -237033.234375 Penalty: 3663.996826
	Iteration 14Q: 3 clusters Score -237033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -237034.812500 Penalty: 3663.996826
	Iteration 15Q: 3 clusters Score -237034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -237035.750000 Penalty: 3663.996826
	Iteration 16Q: 3 clusters Score -237035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -237036.203125 Penalty: 3663.996826
	Iteration 17Q: 3 clusters Score -237036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -237036.203125 Penalty: 3663.996826
	Iteration 18F: 3 clusters Score -237036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -31866.052734 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -31866.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30665.199219 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -30665.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30742.162109 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -30742.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30753.367188 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -30753.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30757.732422 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -30757.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30763.400391 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -30763.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30763.400391 Penalty: 2686.385742
	Iteration 5F: 3 clusters Score -30763.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -270834.000000 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -270834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -268447.281250 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -268447.3 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -269447.750000 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -269447.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -269860.843750 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -269860.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -270086.593750 Penalty: 3745.127930
	Iteration 3F: 3 clusters Score -270086.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -270192.937500 Penalty: 3745.127930
	Iteration 4Q: 3 clusters Score -270192.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -270251.843750 Penalty: 3745.127930
	Iteration 5Q: 3 clusters Score -270251.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -270304.500000 Penalty: 3745.127930
	Iteration 6Q: 3 clusters Score -270304.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -270359.937500 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -270359.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -270402.031250 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -270402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -270425.468750 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -270425.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -270453.718750 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -270453.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -270469.250000 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -270469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -270476.187500 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -270476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -270479.625000 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -270479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -270482.250000 Penalty: 3745.127930
	Iteration 14Q: 3 clusters Score -270482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -270483.218750 Penalty: 3745.127930
	Iteration 15Q: 3 clusters Score -270483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -270483.218750 Penalty: 3745.127930
	Iteration 16F: 3 clusters Score -270483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25707 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189333 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45719 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 18857 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 37428 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 39403 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6637 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6344 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4314 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10748 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19402 members 
Mstep: Class 55 contains 184002 members 
Mstep: Class 56 contains 25712 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8658 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768936.000000 Penalty: 249617.703125
Iteration 199Q: 73 clusters Score -1.337689e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35241 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28156 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 10563 members 
Mstep: Class 14 contains 9361 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25702 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189313 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45709 members 
Mstep: Class 23 contains 9318 members 
Mstep: Class 24 contains 18855 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 37424 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 169629 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 6646 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2404 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6361 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5558 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8588 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4316 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10747 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19397 members 
Mstep: Class 55 contains 184006 members 
Mstep: Class 56 contains 25710 members 
Mstep: Class 57 contains 5226 members 
Mstep: Class 58 contains 646 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8679 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768848.000000 Penalty: 249617.703125
Iteration 200F: 73 clusters Score -1.337688e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35241 members 
Mstep: Class 3 contains 17835 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28156 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21440 members 
Mstep: Class 13 contains 10557 members 
Mstep: Class 14 contains 9363 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189293 members 
Mstep: Class 21 contains 11830 members 
Mstep: Class 22 contains 45704 members 
Mstep: Class 23 contains 9319 members 
Mstep: Class 24 contains 18853 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 37416 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 169627 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39390 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6654 members 
Mstep: Class 35 contains 11903 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 576 members 
Mstep: Class 45 contains 5557 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8589 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4315 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10745 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19386 members 
Mstep: Class 55 contains 184014 members 
Mstep: Class 56 contains 25709 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 647 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4041 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8692 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768928.000000 Penalty: 249617.703125
Iteration 201Q: 73 clusters Score -1.337689e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 17836 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28156 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21458 members 
Mstep: Class 13 contains 10550 members 
Mstep: Class 14 contains 9363 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189277 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45697 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 18854 members 
Mstep: Class 25 contains 7894 members 
Mstep: Class 26 contains 37411 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10127 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39392 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6663 members 
Mstep: Class 35 contains 11903 members 
Mstep: Class 36 contains 2403 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6376 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5556 members 
Mstep: Class 46 contains 7480 members 
Mstep: Class 47 contains 8590 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4315 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10747 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19377 members 
Mstep: Class 55 contains 184010 members 
Mstep: Class 56 contains 25706 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 648 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4041 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1589 members 
Mstep: Class 68 contains 8706 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768912.000000 Penalty: 249617.703125
Iteration 202Q: 73 clusters Score -1.337689e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35241 members 
Mstep: Class 3 contains 17836 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28157 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21468 members 
Mstep: Class 13 contains 10545 members 
Mstep: Class 14 contains 9363 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189272 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45692 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 18851 members 
Mstep: Class 25 contains 7898 members 
Mstep: Class 26 contains 37407 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10127 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39386 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6678 members 
Mstep: Class 35 contains 11903 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 6383 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7481 members 
Mstep: Class 47 contains 8591 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4315 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10747 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19368 members 
Mstep: Class 55 contains 184010 members 
Mstep: Class 56 contains 25703 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4041 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1588 members 
Mstep: Class 68 contains 8724 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768896.000000 Penalty: 249617.703125
Iteration 203Q: 73 clusters Score -1.337689e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35241 members 
Mstep: Class 3 contains 17835 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28157 members 
Mstep: Class 8 contains 16363 members 
Mstep: Class 9 contains 21824 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21480 members 
Mstep: Class 13 contains 10545 members 
Mstep: Class 14 contains 9364 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25673 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189258 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45686 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 18850 members 
Mstep: Class 25 contains 7898 members 
Mstep: Class 26 contains 37402 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10126 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39383 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6696 members 
Mstep: Class 35 contains 11903 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7481 members 
Mstep: Class 47 contains 8591 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4316 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10747 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19355 members 
Mstep: Class 55 contains 184013 members 
Mstep: Class 56 contains 25701 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4041 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1587 members 
Mstep: Class 68 contains 8730 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768952.000000 Penalty: 249617.703125
Iteration 204Q: 73 clusters Score -1.33769e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 17835 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28157 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 10546 members 
Mstep: Class 14 contains 9365 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25667 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189246 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45678 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 18849 members 
Mstep: Class 25 contains 7899 members 
Mstep: Class 26 contains 37404 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10127 members 
Mstep: Class 29 contains 169624 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39373 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6707 members 
Mstep: Class 35 contains 11903 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 6398 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8591 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4317 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10747 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19341 members 
Mstep: Class 55 contains 184020 members 
Mstep: Class 56 contains 25698 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4041 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1586 members 
Mstep: Class 68 contains 8741 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768944.000000 Penalty: 249617.703125
Iteration 205Q: 73 clusters Score -1.337689e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 35238 members 
Mstep: Class 3 contains 17836 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28151 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21496 members 
Mstep: Class 13 contains 10542 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25666 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189238 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 45673 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 18848 members 
Mstep: Class 25 contains 7899 members 
Mstep: Class 26 contains 37404 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10127 members 
Mstep: Class 29 contains 169625 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39371 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6722 members 
Mstep: Class 35 contains 11903 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 6407 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8590 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4317 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10746 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19325 members 
Mstep: Class 55 contains 184020 members 
Mstep: Class 56 contains 25693 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8756 members 
Mstep: Class 69 contains 799 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768984.000000 Penalty: 249617.703125
Iteration 206Q: 73 clusters Score -1.33769e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 35238 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28149 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21499 members 
Mstep: Class 13 contains 10535 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25669 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189231 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 45663 members 
Mstep: Class 23 contains 9321 members 
Mstep: Class 24 contains 18848 members 
Mstep: Class 25 contains 7901 members 
Mstep: Class 26 contains 37403 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 169626 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6728 members 
Mstep: Class 35 contains 11903 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6412 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8590 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4317 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10746 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19315 members 
Mstep: Class 55 contains 184020 members 
Mstep: Class 56 contains 25690 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8778 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768912.000000 Penalty: 249617.703125
Iteration 207Q: 73 clusters Score -1.337689e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35235 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28150 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21834 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21497 members 
Mstep: Class 13 contains 10529 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25685 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189218 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 45653 members 
Mstep: Class 23 contains 9321 members 
Mstep: Class 24 contains 18851 members 
Mstep: Class 25 contains 7901 members 
Mstep: Class 26 contains 37400 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10126 members 
Mstep: Class 29 contains 169627 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39359 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6730 members 
Mstep: Class 35 contains 11903 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6417 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8593 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4317 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10745 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19310 members 
Mstep: Class 55 contains 184027 members 
Mstep: Class 56 contains 25687 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8787 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768848.000000 Penalty: 249617.703125
Iteration 208Q: 73 clusters Score -1.337688e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35233 members 
Mstep: Class 3 contains 17838 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10966 members 
Mstep: Class 7 contains 28146 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21835 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21497 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 9367 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25709 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189204 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45645 members 
Mstep: Class 23 contains 9321 members 
Mstep: Class 24 contains 18851 members 
Mstep: Class 25 contains 7902 members 
Mstep: Class 26 contains 37395 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10128 members 
Mstep: Class 29 contains 169629 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39354 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6736 members 
Mstep: Class 35 contains 11903 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6418 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8594 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4317 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10746 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19300 members 
Mstep: Class 55 contains 184027 members 
Mstep: Class 56 contains 25683 members 
Mstep: Class 57 contains 5226 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8800 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768800.000000 Penalty: 249617.703125
Iteration 209Q: 73 clusters Score -1.337688e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35232 members 
Mstep: Class 3 contains 17835 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 10966 members 
Mstep: Class 7 contains 28142 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21835 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21500 members 
Mstep: Class 13 contains 10529 members 
Mstep: Class 14 contains 9367 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25735 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189189 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 45632 members 
Mstep: Class 23 contains 9321 members 
Mstep: Class 24 contains 18853 members 
Mstep: Class 25 contains 7906 members 
Mstep: Class 26 contains 37394 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10126 members 
Mstep: Class 29 contains 169628 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39349 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6743 members 
Mstep: Class 35 contains 11902 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6423 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8596 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4318 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10747 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19287 members 
Mstep: Class 55 contains 184027 members 
Mstep: Class 56 contains 25681 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8809 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768896.000000 Penalty: 249617.703125
Iteration 210Q: 73 clusters Score -1.337689e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35231 members 
Mstep: Class 3 contains 17834 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 28141 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21835 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21508 members 
Mstep: Class 13 contains 10531 members 
Mstep: Class 14 contains 9367 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25735 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189183 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 45621 members 
Mstep: Class 23 contains 9321 members 
Mstep: Class 24 contains 18853 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 37393 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 169631 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39346 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6752 members 
Mstep: Class 35 contains 11902 members 
Mstep: Class 36 contains 2403 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6431 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 8598 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4319 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10747 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19276 members 
Mstep: Class 55 contains 184030 members 
Mstep: Class 56 contains 25676 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8812 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768816.000000 Penalty: 249617.703125
Iteration 211Q: 73 clusters Score -1.337688e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35229 members 
Mstep: Class 3 contains 17834 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 28141 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21834 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21514 members 
Mstep: Class 13 contains 10526 members 
Mstep: Class 14 contains 9367 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25744 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189174 members 
Mstep: Class 21 contains 11830 members 
Mstep: Class 22 contains 45602 members 
Mstep: Class 23 contains 9322 members 
Mstep: Class 24 contains 18853 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 37393 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169632 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 39338 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 11903 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5016 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6436 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7484 members 
Mstep: Class 47 contains 8599 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4322 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10748 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19266 members 
Mstep: Class 55 contains 184027 members 
Mstep: Class 56 contains 25675 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8822 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768816.000000 Penalty: 249617.703125
Iteration 212Q: 73 clusters Score -1.337688e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35229 members 
Mstep: Class 3 contains 17838 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 10964 members 
Mstep: Class 7 contains 28143 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21835 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21524 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 9369 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25752 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189168 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 45570 members 
Mstep: Class 23 contains 9322 members 
Mstep: Class 24 contains 18852 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 37392 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10120 members 
Mstep: Class 29 contains 169632 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 39345 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6780 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5016 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6441 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7484 members 
Mstep: Class 47 contains 8599 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10749 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19254 members 
Mstep: Class 55 contains 184022 members 
Mstep: Class 56 contains 25674 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8825 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768672.000000 Penalty: 249617.703125
Iteration 213Q: 73 clusters Score -1.337687e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35228 members 
Mstep: Class 3 contains 17842 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 28146 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21530 members 
Mstep: Class 13 contains 10523 members 
Mstep: Class 14 contains 9371 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25761 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189165 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45539 members 
Mstep: Class 23 contains 9322 members 
Mstep: Class 24 contains 18853 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 37387 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 169633 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39347 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6789 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6445 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5554 members 
Mstep: Class 46 contains 7484 members 
Mstep: Class 47 contains 8599 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10749 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19249 members 
Mstep: Class 55 contains 184025 members 
Mstep: Class 56 contains 25673 members 
Mstep: Class 57 contains 5228 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4040 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8831 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768584.000000 Penalty: 249617.703125
Iteration 214Q: 73 clusters Score -1.337686e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35227 members 
Mstep: Class 3 contains 17846 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 28151 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21537 members 
Mstep: Class 13 contains 10520 members 
Mstep: Class 14 contains 9372 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 25776 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189150 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45514 members 
Mstep: Class 23 contains 9322 members 
Mstep: Class 24 contains 18856 members 
Mstep: Class 25 contains 7914 members 
Mstep: Class 26 contains 37383 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169632 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39345 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6795 members 
Mstep: Class 35 contains 11905 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5017 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6447 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5554 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8600 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10749 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19240 members 
Mstep: Class 55 contains 184035 members 
Mstep: Class 56 contains 25672 members 
Mstep: Class 57 contains 5228 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8839 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768632.000000 Penalty: 249617.703125
Iteration 215Q: 73 clusters Score -1.337686e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35226 members 
Mstep: Class 3 contains 17863 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 10964 members 
Mstep: Class 7 contains 28148 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21834 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21541 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 9373 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25810 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189144 members 
Mstep: Class 21 contains 11826 members 
Mstep: Class 22 contains 45472 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 18857 members 
Mstep: Class 25 contains 7918 members 
Mstep: Class 26 contains 37374 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 169632 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39341 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6802 members 
Mstep: Class 35 contains 11900 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6449 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8601 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10749 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19227 members 
Mstep: Class 55 contains 184047 members 
Mstep: Class 56 contains 25670 members 
Mstep: Class 57 contains 5228 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8847 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768648.000000 Penalty: 249617.703125
Iteration 216Q: 73 clusters Score -1.337686e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35227 members 
Mstep: Class 3 contains 17873 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10964 members 
Mstep: Class 7 contains 28149 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21835 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21550 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 9371 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25836 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189121 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45435 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 18859 members 
Mstep: Class 25 contains 7922 members 
Mstep: Class 26 contains 37375 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10128 members 
Mstep: Class 29 contains 169633 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39351 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6813 members 
Mstep: Class 35 contains 11895 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6451 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5553 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8602 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4323 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10750 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19210 members 
Mstep: Class 55 contains 184048 members 
Mstep: Class 56 contains 25666 members 
Mstep: Class 57 contains 5229 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4039 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8852 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768712.000000 Penalty: 249617.703125
Iteration 217Q: 73 clusters Score -1.337687e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35227 members 
Mstep: Class 3 contains 17886 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 28146 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21835 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21558 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 9373 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25852 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189113 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45399 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 18860 members 
Mstep: Class 25 contains 7926 members 
Mstep: Class 26 contains 37375 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10128 members 
Mstep: Class 29 contains 169634 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39351 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6827 members 
Mstep: Class 35 contains 11891 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6454 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5553 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8602 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4324 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10751 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19194 members 
Mstep: Class 55 contains 184044 members 
Mstep: Class 56 contains 25662 members 
Mstep: Class 57 contains 5229 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4041 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8861 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768704.000000 Penalty: 249617.703125
Iteration 218Q: 73 clusters Score -1.337687e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35227 members 
Mstep: Class 3 contains 17898 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 28140 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21834 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21566 members 
Mstep: Class 13 contains 10508 members 
Mstep: Class 14 contains 9373 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25876 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189100 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45366 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 18862 members 
Mstep: Class 25 contains 7928 members 
Mstep: Class 26 contains 37374 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10130 members 
Mstep: Class 29 contains 169633 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39353 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6840 members 
Mstep: Class 35 contains 11888 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6455 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5554 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8602 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4324 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10753 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19178 members 
Mstep: Class 55 contains 184044 members 
Mstep: Class 56 contains 25657 members 
Mstep: Class 57 contains 5230 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8874 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768624.000000 Penalty: 249617.703125
Iteration 219Q: 73 clusters Score -1.337686e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 35225 members 
Mstep: Class 3 contains 17911 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 28137 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21574 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 9374 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189087 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45342 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 18864 members 
Mstep: Class 25 contains 7932 members 
Mstep: Class 26 contains 37379 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10133 members 
Mstep: Class 29 contains 169636 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39352 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6852 members 
Mstep: Class 35 contains 11884 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6456 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5556 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8603 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4324 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10754 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19157 members 
Mstep: Class 55 contains 184050 members 
Mstep: Class 56 contains 25655 members 
Mstep: Class 57 contains 5231 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8879 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768552.000000 Penalty: 249617.703125
Iteration 220F: 73 clusters Score -1.337686e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35223 members 
Mstep: Class 3 contains 17937 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 28134 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21582 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 9374 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25902 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189079 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45306 members 
Mstep: Class 23 contains 9324 members 
Mstep: Class 24 contains 18868 members 
Mstep: Class 25 contains 7935 members 
Mstep: Class 26 contains 37376 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10136 members 
Mstep: Class 29 contains 169636 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 39356 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6871 members 
Mstep: Class 35 contains 11880 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6459 members 
Mstep: Class 43 contains 5631 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8603 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4324 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10755 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19137 members 
Mstep: Class 55 contains 184050 members 
Mstep: Class 56 contains 25647 members 
Mstep: Class 57 contains 5230 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8885 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768680.000000 Penalty: 249617.703125
Iteration 221Q: 73 clusters Score -1.337687e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35222 members 
Mstep: Class 3 contains 17959 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 28126 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21592 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 9374 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25902 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189071 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45276 members 
Mstep: Class 23 contains 9324 members 
Mstep: Class 24 contains 18872 members 
Mstep: Class 25 contains 7937 members 
Mstep: Class 26 contains 37372 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10137 members 
Mstep: Class 29 contains 169637 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 39362 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6892 members 
Mstep: Class 35 contains 11878 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6460 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5556 members 
Mstep: Class 46 contains 7486 members 
Mstep: Class 47 contains 8603 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4324 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10755 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19112 members 
Mstep: Class 55 contains 184053 members 
Mstep: Class 56 contains 25647 members 
Mstep: Class 57 contains 5230 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8894 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768560.000000 Penalty: 249617.703125
Iteration 222Q: 73 clusters Score -1.337686e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35221 members 
Mstep: Class 3 contains 17980 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 28126 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21605 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 9374 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 189056 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45256 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 18877 members 
Mstep: Class 25 contains 7938 members 
Mstep: Class 26 contains 37367 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10137 members 
Mstep: Class 29 contains 169639 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 39361 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6918 members 
Mstep: Class 35 contains 11876 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6460 members 
Mstep: Class 43 contains 5630 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5557 members 
Mstep: Class 46 contains 7486 members 
Mstep: Class 47 contains 8603 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4325 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10755 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19082 members 
Mstep: Class 55 contains 184049 members 
Mstep: Class 56 contains 25643 members 
Mstep: Class 57 contains 5229 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8899 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768544.000000 Penalty: 249617.703125
Iteration 223Q: 73 clusters Score -1.337685e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35220 members 
Mstep: Class 3 contains 18001 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 28126 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21610 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 9377 members 
Mstep: Class 15 contains 4953 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 189049 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45230 members 
Mstep: Class 23 contains 9326 members 
Mstep: Class 24 contains 18884 members 
Mstep: Class 25 contains 7944 members 
Mstep: Class 26 contains 37366 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10140 members 
Mstep: Class 29 contains 169641 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 39350 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6947 members 
Mstep: Class 35 contains 11875 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6461 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5557 members 
Mstep: Class 46 contains 7486 members 
Mstep: Class 47 contains 8603 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4326 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10754 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19050 members 
Mstep: Class 55 contains 184051 members 
Mstep: Class 56 contains 25635 members 
Mstep: Class 57 contains 5227 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8904 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768512.000000 Penalty: 249617.703125
Iteration 224Q: 73 clusters Score -1.337685e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35218 members 
Mstep: Class 3 contains 18017 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10964 members 
Mstep: Class 7 contains 28126 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21619 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 9377 members 
Mstep: Class 15 contains 4953 members 
Mstep: Class 16 contains 25925 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 189040 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45204 members 
Mstep: Class 23 contains 9326 members 
Mstep: Class 24 contains 18890 members 
Mstep: Class 25 contains 7947 members 
Mstep: Class 26 contains 37369 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10144 members 
Mstep: Class 29 contains 169644 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 39337 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 6985 members 
Mstep: Class 35 contains 11873 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5021 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6466 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5557 members 
Mstep: Class 46 contains 7486 members 
Mstep: Class 47 contains 8603 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4326 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10752 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 19020 members 
Mstep: Class 55 contains 184047 members 
Mstep: Class 56 contains 25628 members 
Mstep: Class 57 contains 5226 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8908 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768440.000000 Penalty: 249617.703125
Iteration 225Q: 73 clusters Score -1.337684e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35217 members 
Mstep: Class 3 contains 18030 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10966 members 
Mstep: Class 7 contains 28124 members 
Mstep: Class 8 contains 16362 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21627 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 9377 members 
Mstep: Class 15 contains 4953 members 
Mstep: Class 16 contains 25930 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 189029 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45186 members 
Mstep: Class 23 contains 9327 members 
Mstep: Class 24 contains 18899 members 
Mstep: Class 25 contains 7950 members 
Mstep: Class 26 contains 37373 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10143 members 
Mstep: Class 29 contains 169645 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 39330 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7015 members 
Mstep: Class 35 contains 11872 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5021 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6469 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5557 members 
Mstep: Class 46 contains 7486 members 
Mstep: Class 47 contains 8603 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4326 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10752 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18988 members 
Mstep: Class 55 contains 184049 members 
Mstep: Class 56 contains 25622 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8909 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768368.000000 Penalty: 249617.703125
Iteration 226Q: 73 clusters Score -1.337684e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18046 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10966 members 
Mstep: Class 7 contains 28125 members 
Mstep: Class 8 contains 16358 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21635 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 9377 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25938 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 189016 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45159 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 18903 members 
Mstep: Class 25 contains 7949 members 
Mstep: Class 26 contains 37372 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10139 members 
Mstep: Class 29 contains 169645 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39337 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7043 members 
Mstep: Class 35 contains 11871 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5021 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 5629 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5558 members 
Mstep: Class 46 contains 7486 members 
Mstep: Class 47 contains 8604 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4327 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10751 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18965 members 
Mstep: Class 55 contains 184052 members 
Mstep: Class 56 contains 25618 members 
Mstep: Class 57 contains 5223 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8912 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768480.000000 Penalty: 249617.703125
Iteration 227Q: 73 clusters Score -1.337685e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18070 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28126 members 
Mstep: Class 8 contains 16358 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21646 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 9377 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 25930 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 189012 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 45133 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 18905 members 
Mstep: Class 25 contains 7948 members 
Mstep: Class 26 contains 37371 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10135 members 
Mstep: Class 29 contains 169644 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39342 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7082 members 
Mstep: Class 35 contains 11868 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5021 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6475 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7486 members 
Mstep: Class 47 contains 8604 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4328 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10751 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18933 members 
Mstep: Class 55 contains 184051 members 
Mstep: Class 56 contains 25614 members 
Mstep: Class 57 contains 5223 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8915 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768424.000000 Penalty: 249617.703125
Iteration 228Q: 73 clusters Score -1.337684e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18090 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28123 members 
Mstep: Class 8 contains 16358 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21652 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 9379 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25935 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 189001 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 45106 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 18913 members 
Mstep: Class 25 contains 7951 members 
Mstep: Class 26 contains 37369 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10134 members 
Mstep: Class 29 contains 169647 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39341 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7111 members 
Mstep: Class 35 contains 11868 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5558 members 
Mstep: Class 46 contains 7486 members 
Mstep: Class 47 contains 8604 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4330 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10753 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18893 members 
Mstep: Class 55 contains 184053 members 
Mstep: Class 56 contains 25616 members 
Mstep: Class 57 contains 5223 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8915 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768400.000000 Penalty: 249617.703125
Iteration 229Q: 73 clusters Score -1.337684e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35213 members 
Mstep: Class 3 contains 18104 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28122 members 
Mstep: Class 8 contains 16360 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 21659 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 9381 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25938 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 188991 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 45077 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 18914 members 
Mstep: Class 25 contains 7957 members 
Mstep: Class 26 contains 37368 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10133 members 
Mstep: Class 29 contains 169651 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39338 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7141 members 
Mstep: Class 35 contains 11868 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7486 members 
Mstep: Class 47 contains 8605 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4331 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10757 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 184051 members 
Mstep: Class 56 contains 25615 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8916 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768472.000000 Penalty: 249617.703125
Iteration 230Q: 73 clusters Score -1.337685e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35213 members 
Mstep: Class 3 contains 18129 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 28120 members 
Mstep: Class 8 contains 16361 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5051 members 
Mstep: Class 12 contains 21662 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 9381 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25936 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 188975 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 45053 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 18920 members 
Mstep: Class 25 contains 7963 members 
Mstep: Class 26 contains 37366 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10132 members 
Mstep: Class 29 contains 169651 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39345 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7183 members 
Mstep: Class 35 contains 11866 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6480 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5558 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8605 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4332 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10757 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18809 members 
Mstep: Class 55 contains 184053 members 
Mstep: Class 56 contains 25614 members 
Mstep: Class 57 contains 5225 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8922 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768576.000000 Penalty: 249617.703125
Iteration 231Q: 73 clusters Score -1.337686e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18165 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 28116 members 
Mstep: Class 8 contains 16361 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5051 members 
Mstep: Class 12 contains 21666 members 
Mstep: Class 13 contains 10488 members 
Mstep: Class 14 contains 9382 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25931 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 188963 members 
Mstep: Class 21 contains 11830 members 
Mstep: Class 22 contains 45026 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 18925 members 
Mstep: Class 25 contains 7971 members 
Mstep: Class 26 contains 37365 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10132 members 
Mstep: Class 29 contains 169656 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39345 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7217 members 
Mstep: Class 35 contains 11864 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6482 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5560 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8605 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4332 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10760 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18765 members 
Mstep: Class 55 contains 184055 members 
Mstep: Class 56 contains 25608 members 
Mstep: Class 57 contains 5225 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8925 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768456.000000 Penalty: 249617.703125
Iteration 232Q: 73 clusters Score -1.337685e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18196 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 28111 members 
Mstep: Class 8 contains 16362 members 
Mstep: Class 9 contains 21834 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5051 members 
Mstep: Class 12 contains 21675 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 9385 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25935 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 188937 members 
Mstep: Class 21 contains 11830 members 
Mstep: Class 22 contains 45002 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 18926 members 
Mstep: Class 25 contains 7977 members 
Mstep: Class 26 contains 37366 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10137 members 
Mstep: Class 29 contains 169660 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39336 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7260 members 
Mstep: Class 35 contains 11862 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6483 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7484 members 
Mstep: Class 47 contains 8605 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10760 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18710 members 
Mstep: Class 55 contains 184057 members 
Mstep: Class 56 contains 25604 members 
Mstep: Class 57 contains 5225 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8934 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768648.000000 Penalty: 249617.703125
Iteration 233Q: 73 clusters Score -1.337686e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35213 members 
Mstep: Class 3 contains 18224 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 28108 members 
Mstep: Class 8 contains 16363 members 
Mstep: Class 9 contains 21834 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21680 members 
Mstep: Class 13 contains 10496 members 
Mstep: Class 14 contains 9385 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25933 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188919 members 
Mstep: Class 21 contains 11830 members 
Mstep: Class 22 contains 44974 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 18930 members 
Mstep: Class 25 contains 7978 members 
Mstep: Class 26 contains 37369 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10139 members 
Mstep: Class 29 contains 169660 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39338 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7305 members 
Mstep: Class 35 contains 11857 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7484 members 
Mstep: Class 47 contains 8605 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10760 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18668 members 
Mstep: Class 55 contains 184058 members 
Mstep: Class 56 contains 25602 members 
Mstep: Class 57 contains 5225 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8937 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768560.000000 Penalty: 249617.703125
Iteration 234Q: 73 clusters Score -1.337686e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 18254 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 28105 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21684 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 9385 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25949 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188904 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 44946 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 18936 members 
Mstep: Class 25 contains 7982 members 
Mstep: Class 26 contains 37365 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10139 members 
Mstep: Class 29 contains 169665 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39347 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 11850 members 
Mstep: Class 36 contains 2408 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 5627 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5560 members 
Mstep: Class 46 contains 7484 members 
Mstep: Class 47 contains 8606 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10762 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18604 members 
Mstep: Class 55 contains 184053 members 
Mstep: Class 56 contains 25596 members 
Mstep: Class 57 contains 5223 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8942 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768648.000000 Penalty: 249617.703125
Iteration 235Q: 73 clusters Score -1.337686e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 18286 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 28101 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21690 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 9386 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25959 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188889 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 44922 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 18938 members 
Mstep: Class 25 contains 7983 members 
Mstep: Class 26 contains 37368 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10140 members 
Mstep: Class 29 contains 169671 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4424 members 
Mstep: Class 32 contains 39350 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7424 members 
Mstep: Class 35 contains 11843 members 
Mstep: Class 36 contains 2409 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 5628 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6285 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10761 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18531 members 
Mstep: Class 55 contains 184054 members 
Mstep: Class 56 contains 25584 members 
Mstep: Class 57 contains 5221 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8952 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768632.000000 Penalty: 249617.703125
Iteration 236Q: 73 clusters Score -1.337686e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35213 members 
Mstep: Class 3 contains 18317 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10971 members 
Mstep: Class 7 contains 28097 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21828 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21692 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 9387 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25978 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188878 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 44889 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 7995 members 
Mstep: Class 26 contains 37367 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10142 members 
Mstep: Class 29 contains 169674 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39358 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7487 members 
Mstep: Class 35 contains 11839 members 
Mstep: Class 36 contains 2409 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6483 members 
Mstep: Class 43 contains 5626 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5562 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10759 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18445 members 
Mstep: Class 55 contains 184051 members 
Mstep: Class 56 contains 25570 members 
Mstep: Class 57 contains 5220 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8960 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768448.000000 Penalty: 249617.703125
Iteration 237Q: 73 clusters Score -1.337684e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18344 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10974 members 
Mstep: Class 7 contains 28094 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21691 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 9386 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 25999 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188863 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 44855 members 
Mstep: Class 23 contains 9330 members 
Mstep: Class 24 contains 18950 members 
Mstep: Class 25 contains 8014 members 
Mstep: Class 26 contains 37362 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10145 members 
Mstep: Class 29 contains 169675 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39372 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7539 members 
Mstep: Class 35 contains 11836 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6490 members 
Mstep: Class 43 contains 5626 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10761 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18360 members 
Mstep: Class 55 contains 184055 members 
Mstep: Class 56 contains 25561 members 
Mstep: Class 57 contains 5217 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8962 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768432.000000 Penalty: 249617.703125
Iteration 238Q: 73 clusters Score -1.337684e+08 nChanged 309
Entering ConstructFrom: 
Score: -133768432.000000 Penalty: 249617.703125
Entering ConstructFrom: 
Trying to split cluster 1 (52021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Entering Unmasked Estep 
Score: -6307586.500000 Penalty: 2693.131836
	Iteration 0F: 2 clusters Score -6307586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -6272374.500000 Penalty: 5386.263672
	Iteration 0F: 3 clusters Score -6272374 nChanged 24124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -6285742.000000 Penalty: 5386.263672
	Iteration 1F: 3 clusters Score -6285742 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -6286437.000000 Penalty: 5386.263672
	Iteration 2Q: 3 clusters Score -6286437 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -6287295.000000 Penalty: 5386.263672
	Iteration 3Q: 3 clusters Score -6287295 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -6288491.500000 Penalty: 5386.263672
	Iteration 4Q: 3 clusters Score -6288492 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -6290443.000000 Penalty: 5386.263672
	Iteration 5F: 3 clusters Score -6290443 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -6293280.500000 Penalty: 5386.263672
	Iteration 6F: 3 clusters Score -6293280 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -6296870.000000 Penalty: 5386.263672
	Iteration 7F: 3 clusters Score -6296870 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -6300211.000000 Penalty: 5386.263672
	Iteration 8F: 3 clusters Score -6300211 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -6302500.000000 Penalty: 5386.263672
	Iteration 9Q: 3 clusters Score -6302500 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -6303914.500000 Penalty: 5386.263672
	Iteration 10Q: 3 clusters Score -6303914 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -6304716.500000 Penalty: 5386.263672
	Iteration 11Q: 3 clusters Score -6304716 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -6305173.000000 Penalty: 5386.263672
	Iteration 12Q: 3 clusters Score -6305173 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -6305452.000000 Penalty: 5386.263672
	Iteration 13Q: 3 clusters Score -6305452 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -6305575.000000 Penalty: 5386.263672
	Iteration 14Q: 3 clusters Score -6305575 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -6305641.500000 Penalty: 5386.263672
	Iteration 15Q: 3 clusters Score -6305642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -6305669.000000 Penalty: 5386.263672
	Iteration 16Q: 3 clusters Score -6305669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -6305695.000000 Penalty: 5386.263672
	Iteration 17Q: 3 clusters Score -6305695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -6305716.500000 Penalty: 5386.263672
	Iteration 18Q: 3 clusters Score -6305716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -6305723.000000 Penalty: 5386.263672
	Iteration 19Q: 3 clusters Score -6305723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -6305731.500000 Penalty: 5386.263672
	Iteration 20F: 3 clusters Score -6305732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -6305727.500000 Penalty: 5386.263672
	Iteration 21Q: 3 clusters Score -6305728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -6305735.500000 Penalty: 5386.263672
	Iteration 22Q: 3 clusters Score -6305736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -6305742.500000 Penalty: 5386.263672
	Iteration 23Q: 3 clusters Score -6305742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -6305737.500000 Penalty: 5386.263672
	Iteration 24Q: 3 clusters Score -6305738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -6305741.000000 Penalty: 5386.263672
	Iteration 25Q: 3 clusters Score -6305741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -6305741.500000 Penalty: 5386.263672
	Iteration 26Q: 3 clusters Score -6305742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -6305737.500000 Penalty: 5386.263672
	Iteration 27Q: 3 clusters Score -6305738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -6305737.500000 Penalty: 5386.263672
	Iteration 28F: 3 clusters Score -6305738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Entering Unmasked Estep 
Score: -4027958.500000 Penalty: 2596.333252
	Iteration 0F: 2 clusters Score -4027958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4004081.250000 Penalty: 5192.666504
	Iteration 0F: 3 clusters Score -4004081 nChanged 16039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4013012.250000 Penalty: 5192.666504
	Iteration 1F: 3 clusters Score -4013012 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4013681.250000 Penalty: 5192.666504
	Iteration 2Q: 3 clusters Score -4013681 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -4014336.000000 Penalty: 5192.666504
	Iteration 3Q: 3 clusters Score -4014336 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4015059.750000 Penalty: 5192.666504
	Iteration 4Q: 3 clusters Score -4015060 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -4015970.250000 Penalty: 5192.666504
	Iteration 5Q: 3 clusters Score -4015970 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -4017198.250000 Penalty: 5192.666504
	Iteration 6F: 3 clusters Score -4017198 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4018951.750000 Penalty: 5192.666504
	Iteration 7F: 3 clusters Score -4018952 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -4020964.250000 Penalty: 5192.666504
	Iteration 8F: 3 clusters Score -4020964 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4022807.250000 Penalty: 5192.666504
	Iteration 9F: 3 clusters Score -4022807 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4024156.250000 Penalty: 5192.666504
	Iteration 10Q: 3 clusters Score -4024156 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4024915.000000 Penalty: 5192.666504
	Iteration 11Q: 3 clusters Score -4024915 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4025358.750000 Penalty: 5192.666504
	Iteration 12Q: 3 clusters Score -4025359 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4025594.250000 Penalty: 5192.666504
	Iteration 13Q: 3 clusters Score -4025594 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4025744.750000 Penalty: 5192.666504
	Iteration 14Q: 3 clusters Score -4025745 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4025848.250000 Penalty: 5192.666504
	Iteration 15Q: 3 clusters Score -4025848 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4025921.000000 Penalty: 5192.666504
	Iteration 16Q: 3 clusters Score -4025921 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4025969.500000 Penalty: 5192.666504
	Iteration 17Q: 3 clusters Score -4025970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4026004.250000 Penalty: 5192.666504
	Iteration 18Q: 3 clusters Score -4026004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4026027.250000 Penalty: 5192.666504
	Iteration 19Q: 3 clusters Score -4026027 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4026055.000000 Penalty: 5192.666504
	Iteration 20F: 3 clusters Score -4026055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4026084.250000 Penalty: 5192.666504
	Iteration 21Q: 3 clusters Score -4026084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4026110.000000 Penalty: 5192.666504
	Iteration 22Q: 3 clusters Score -4026110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4026117.250000 Penalty: 5192.666504
	Iteration 23Q: 3 clusters Score -4026117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4026123.000000 Penalty: 5192.666504
	Iteration 24Q: 3 clusters Score -4026123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4026131.500000 Penalty: 5192.666504
	Iteration 25Q: 3 clusters Score -4026132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4026129.000000 Penalty: 5192.666504
	Iteration 26Q: 3 clusters Score -4026129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4026131.250000 Penalty: 5192.666504
	Iteration 27Q: 3 clusters Score -4026131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4026135.500000 Penalty: 5192.666504
	Iteration 28Q: 3 clusters Score -4026136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4026142.500000 Penalty: 5192.666504
	Iteration 29Q: 3 clusters Score -4026142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4026140.500000 Penalty: 5192.666504
	Iteration 30Q: 3 clusters Score -4026140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4026141.750000 Penalty: 5192.666504
	Iteration 31Q: 3 clusters Score -4026142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4026144.250000 Penalty: 5192.666504
	Iteration 32Q: 3 clusters Score -4026144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4026144.500000 Penalty: 5192.666504
	Iteration 33Q: 3 clusters Score -4026144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4026144.250000 Penalty: 5192.666504
	Iteration 34Q: 3 clusters Score -4026144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4026149.000000 Penalty: 5192.666504
	Iteration 35Q: 3 clusters Score -4026149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4026150.500000 Penalty: 5192.666504
	Iteration 36Q: 3 clusters Score -4026150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4026151.250000 Penalty: 5192.666504
	Iteration 37Q: 3 clusters Score -4026151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4026151.000000 Penalty: 5192.666504
	Iteration 38Q: 3 clusters Score -4026151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4026148.500000 Penalty: 5192.666504
	Iteration 39Q: 3 clusters Score -4026148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4026149.750000 Penalty: 5192.666504
	Iteration 40F: 3 clusters Score -4026150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Entering Unmasked Estep 
Score: -2132189.500000 Penalty: 2434.968018
	Iteration 0F: 2 clusters Score -2132190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2119150.750000 Penalty: 4869.936035
	Iteration 0F: 3 clusters Score -2119151 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2123488.250000 Penalty: 4869.936035
	Iteration 1F: 3 clusters Score -2123488 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2124082.750000 Penalty: 4869.936035
	Iteration 2F: 3 clusters Score -2124083 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2124743.000000 Penalty: 4869.936035
	Iteration 3F: 3 clusters Score -2124743 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2125453.500000 Penalty: 4869.936035
	Iteration 4F: 3 clusters Score -2125454 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2126185.750000 Penalty: 4869.936035
	Iteration 5F: 3 clusters Score -2126186 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2127040.750000 Penalty: 4869.936035
	Iteration 6F: 3 clusters Score -2127041 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2127950.750000 Penalty: 4869.936035
	Iteration 7F: 3 clusters Score -2127951 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2128877.500000 Penalty: 4869.936035
	Iteration 8F: 3 clusters Score -2128878 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2129726.750000 Penalty: 4869.936035
	Iteration 9F: 3 clusters Score -2129727 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2130490.250000 Penalty: 4869.936035
	Iteration 10Q: 3 clusters Score -2130490 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2130933.500000 Penalty: 4869.936035
	Iteration 11Q: 3 clusters Score -2130934 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2131134.750000 Penalty: 4869.936035
	Iteration 12Q: 3 clusters Score -2131135 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2131238.000000 Penalty: 4869.936035
	Iteration 13Q: 3 clusters Score -2131238 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2131331.500000 Penalty: 4869.936035
	Iteration 14Q: 3 clusters Score -2131332 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2131389.750000 Penalty: 4869.936035
	Iteration 15Q: 3 clusters Score -2131390 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2131445.500000 Penalty: 4869.936035
	Iteration 16Q: 3 clusters Score -2131446 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2131481.500000 Penalty: 4869.936035
	Iteration 17Q: 3 clusters Score -2131482 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2131521.500000 Penalty: 4869.936035
	Iteration 18Q: 3 clusters Score -2131522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2131554.750000 Penalty: 4869.936035
	Iteration 19Q: 3 clusters Score -2131555 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2131595.000000 Penalty: 4869.936035
	Iteration 20F: 3 clusters Score -2131595 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2131626.250000 Penalty: 4869.936035
	Iteration 21Q: 3 clusters Score -2131626 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2131660.000000 Penalty: 4869.936035
	Iteration 22Q: 3 clusters Score -2131660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2131705.500000 Penalty: 4869.936035
	Iteration 23Q: 3 clusters Score -2131706 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2131767.750000 Penalty: 4869.936035
	Iteration 24Q: 3 clusters Score -2131768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2131828.250000 Penalty: 4869.936035
	Iteration 25Q: 3 clusters Score -2131828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2131889.250000 Penalty: 4869.936035
	Iteration 26Q: 3 clusters Score -2131889 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2131935.250000 Penalty: 4869.936035
	Iteration 27Q: 3 clusters Score -2131935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2131967.250000 Penalty: 4869.936035
	Iteration 28Q: 3 clusters Score -2131967 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2131995.750000 Penalty: 4869.936035
	Iteration 29Q: 3 clusters Score -2131996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2132016.000000 Penalty: 4869.936035
	Iteration 30Q: 3 clusters Score -2132016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2132023.500000 Penalty: 4869.936035
	Iteration 31Q: 3 clusters Score -2132024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2132037.500000 Penalty: 4869.936035
	Iteration 32Q: 3 clusters Score -2132038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2132038.750000 Penalty: 4869.936035
	Iteration 33Q: 3 clusters Score -2132039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2132043.500000 Penalty: 4869.936035
	Iteration 34Q: 3 clusters Score -2132044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2132039.500000 Penalty: 4869.936035
	Iteration 35Q: 3 clusters Score -2132040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2132040.750000 Penalty: 4869.936035
	Iteration 36Q: 3 clusters Score -2132041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2132043.500000 Penalty: 4869.936035
	Iteration 37Q: 3 clusters Score -2132044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2132045.000000 Penalty: 4869.936035
	Iteration 38Q: 3 clusters Score -2132045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2132041.250000 Penalty: 4869.936035
	Iteration 39Q: 3 clusters Score -2132041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2132041.750000 Penalty: 4869.936035
	Iteration 40F: 3 clusters Score -2132042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2132040.750000 Penalty: 4869.936035
	Iteration 41Q: 3 clusters Score -2132041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2132040.750000 Penalty: 4869.936035
	Iteration 42F: 3 clusters Score -2132041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -311773.343750 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -311773.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -308756.843750 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -308756.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -309353.593750 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -309353.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -309516.000000 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -309516 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -309618.781250 Penalty: 3906.247559
	Iteration 3Q: 3 clusters Score -309618.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -309679.437500 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -309679.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -309742.500000 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -309742.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -309800.031250 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -309800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -309876.437500 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -309876.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -309964.750000 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -309964.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -310065.593750 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -310065.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -310167.843750 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -310167.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -310253.562500 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -310253.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -310357.812500 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -310357.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -310440.843750 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -310440.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -310492.312500 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -310492.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -310521.750000 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -310521.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -310543.093750 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -310543.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -310552.250000 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -310552.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -310566.281250 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -310566.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -310573.875000 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -310573.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -310582.625000 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -310582.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -310590.468750 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -310590.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -310599.500000 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -310599.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -310605.593750 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -310605.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -310614.406250 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -310614.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -310621.562500 Penalty: 3906.247559
	Iteration 25Q: 3 clusters Score -310621.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -310630.468750 Penalty: 3906.247559
	Iteration 26Q: 3 clusters Score -310630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -310636.343750 Penalty: 3906.247559
	Iteration 27Q: 3 clusters Score -310636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -310639.187500 Penalty: 3906.247559
	Iteration 28Q: 3 clusters Score -310639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -310639.812500 Penalty: 3906.247559
	Iteration 29Q: 3 clusters Score -310639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -310640.375000 Penalty: 3906.247559
	Iteration 30Q: 3 clusters Score -310640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -310643.125000 Penalty: 3906.247559
	Iteration 31Q: 3 clusters Score -310643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -310643.562500 Penalty: 3906.247559
	Iteration 32Q: 3 clusters Score -310643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -310645.343750 Penalty: 3906.247559
	Iteration 33Q: 3 clusters Score -310645.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -310647.000000 Penalty: 3906.247559
	Iteration 34Q: 3 clusters Score -310647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -310647.125000 Penalty: 3906.247559
	Iteration 35Q: 3 clusters Score -310647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -310647.687500 Penalty: 3906.247559
	Iteration 36Q: 3 clusters Score -310647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -310648.093750 Penalty: 3906.247559
	Iteration 37Q: 3 clusters Score -310648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -310648.312500 Penalty: 3906.247559
	Iteration 38Q: 3 clusters Score -310648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -310648.312500 Penalty: 3906.247559
	Iteration 39F: 3 clusters Score -310648.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Entering Unmasked Estep 
Score: -729095.625000 Penalty: 2174.760742
	Iteration 0F: 2 clusters Score -729095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -723661.375000 Penalty: 4349.521484
	Iteration 0F: 3 clusters Score -723661.4 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -725173.312500 Penalty: 4349.521484
	Iteration 1F: 3 clusters Score -725173.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -725528.312500 Penalty: 4349.521484
	Iteration 2F: 3 clusters Score -725528.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -725842.000000 Penalty: 4349.521484
	Iteration 3F: 3 clusters Score -725842 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -726100.000000 Penalty: 4349.521484
	Iteration 4F: 3 clusters Score -726100 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -726327.687500 Penalty: 4349.521484
	Iteration 5F: 3 clusters Score -726327.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -726515.875000 Penalty: 4349.521484
	Iteration 6Q: 3 clusters Score -726515.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -726723.562500 Penalty: 4349.521484
	Iteration 7Q: 3 clusters Score -726723.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -726891.562500 Penalty: 4349.521484
	Iteration 8Q: 3 clusters Score -726891.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -727018.250000 Penalty: 4349.521484
	Iteration 9Q: 3 clusters Score -727018.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -727108.750000 Penalty: 4349.521484
	Iteration 10Q: 3 clusters Score -727108.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -727175.437500 Penalty: 4349.521484
	Iteration 11Q: 3 clusters Score -727175.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -727221.625000 Penalty: 4349.521484
	Iteration 12Q: 3 clusters Score -727221.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -727251.062500 Penalty: 4349.521484
	Iteration 13Q: 3 clusters Score -727251.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -727271.500000 Penalty: 4349.521484
	Iteration 14Q: 3 clusters Score -727271.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -727288.750000 Penalty: 4349.521484
	Iteration 15Q: 3 clusters Score -727288.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -727302.000000 Penalty: 4349.521484
	Iteration 16Q: 3 clusters Score -727302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -727314.375000 Penalty: 4349.521484
	Iteration 17Q: 3 clusters Score -727314.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -727330.125000 Penalty: 4349.521484
	Iteration 18Q: 3 clusters Score -727330.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -727341.250000 Penalty: 4349.521484
	Iteration 19Q: 3 clusters Score -727341.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -727351.312500 Penalty: 4349.521484
	Iteration 20F: 3 clusters Score -727351.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -727359.125000 Penalty: 4349.521484
	Iteration 21Q: 3 clusters Score -727359.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -727372.937500 Penalty: 4349.521484
	Iteration 22Q: 3 clusters Score -727372.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -727378.750000 Penalty: 4349.521484
	Iteration 23Q: 3 clusters Score -727378.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -727385.250000 Penalty: 4349.521484
	Iteration 24Q: 3 clusters Score -727385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -727385.125000 Penalty: 4349.521484
	Iteration 25Q: 3 clusters Score -727385.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -727390.500000 Penalty: 4349.521484
	Iteration 26Q: 3 clusters Score -727390.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -727395.375000 Penalty: 4349.521484
	Iteration 27Q: 3 clusters Score -727395.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -727399.125000 Penalty: 4349.521484
	Iteration 28Q: 3 clusters Score -727399.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -727405.500000 Penalty: 4349.521484
	Iteration 29Q: 3 clusters Score -727405.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -727411.562500 Penalty: 4349.521484
	Iteration 30Q: 3 clusters Score -727411.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -727416.875000 Penalty: 4349.521484
	Iteration 31Q: 3 clusters Score -727416.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -727422.312500 Penalty: 4349.521484
	Iteration 32Q: 3 clusters Score -727422.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -727430.250000 Penalty: 4349.521484
	Iteration 33Q: 3 clusters Score -727430.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -727435.500000 Penalty: 4349.521484
	Iteration 34Q: 3 clusters Score -727435.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -727446.750000 Penalty: 4349.521484
	Iteration 35Q: 3 clusters Score -727446.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -727456.812500 Penalty: 4349.521484
	Iteration 36Q: 3 clusters Score -727456.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -727463.625000 Penalty: 4349.521484
	Iteration 37Q: 3 clusters Score -727463.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -727473.125000 Penalty: 4349.521484
	Iteration 38Q: 3 clusters Score -727473.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -727482.125000 Penalty: 4349.521484
	Iteration 39Q: 3 clusters Score -727482.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -727488.625000 Penalty: 4349.521484
	Iteration 40F: 3 clusters Score -727488.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -727502.437500 Penalty: 4349.521484
	Iteration 41Q: 3 clusters Score -727502.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -727509.562500 Penalty: 4349.521484
	Iteration 42Q: 3 clusters Score -727509.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -727514.250000 Penalty: 4349.521484
	Iteration 43Q: 3 clusters Score -727514.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -727520.937500 Penalty: 4349.521484
	Iteration 44Q: 3 clusters Score -727520.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -727531.875000 Penalty: 4349.521484
	Iteration 45Q: 3 clusters Score -727531.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -727543.312500 Penalty: 4349.521484
	Iteration 46Q: 3 clusters Score -727543.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -727562.312500 Penalty: 4349.521484
	Iteration 47Q: 3 clusters Score -727562.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -727577.437500 Penalty: 4349.521484
	Iteration 48Q: 3 clusters Score -727577.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -727590.187500 Penalty: 4349.521484
	Iteration 49Q: 3 clusters Score -727590.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -727600.062500 Penalty: 4349.521484
	Iteration 50Q: 3 clusters Score -727600.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -727615.937500 Penalty: 4349.521484
	Iteration 51Q: 3 clusters Score -727615.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -727629.062500 Penalty: 4349.521484
	Iteration 52Q: 3 clusters Score -727629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -727640.375000 Penalty: 4349.521484
	Iteration 53Q: 3 clusters Score -727640.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -727646.750000 Penalty: 4349.521484
	Iteration 54Q: 3 clusters Score -727646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -727652.250000 Penalty: 4349.521484
	Iteration 55Q: 3 clusters Score -727652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -727656.437500 Penalty: 4349.521484
	Iteration 56Q: 3 clusters Score -727656.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -727664.937500 Penalty: 4349.521484
	Iteration 57Q: 3 clusters Score -727664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -727668.500000 Penalty: 4349.521484
	Iteration 58Q: 3 clusters Score -727668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -727670.375000 Penalty: 4349.521484
	Iteration 59Q: 3 clusters Score -727670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -727675.812500 Penalty: 4349.521484
	Iteration 60F: 3 clusters Score -727675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -727684.187500 Penalty: 4349.521484
	Iteration 61Q: 3 clusters Score -727684.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -727692.875000 Penalty: 4349.521484
	Iteration 62Q: 3 clusters Score -727692.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -727698.125000 Penalty: 4349.521484
	Iteration 63Q: 3 clusters Score -727698.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -727704.750000 Penalty: 4349.521484
	Iteration 64Q: 3 clusters Score -727704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -727707.500000 Penalty: 4349.521484
	Iteration 65Q: 3 clusters Score -727707.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -727711.687500 Penalty: 4349.521484
	Iteration 66Q: 3 clusters Score -727711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -727714.437500 Penalty: 4349.521484
	Iteration 67Q: 3 clusters Score -727714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -727718.375000 Penalty: 4349.521484
	Iteration 68Q: 3 clusters Score -727718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -727719.687500 Penalty: 4349.521484
	Iteration 69Q: 3 clusters Score -727719.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -727724.437500 Penalty: 4349.521484
	Iteration 70Q: 3 clusters Score -727724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -727725.937500 Penalty: 4349.521484
	Iteration 71Q: 3 clusters Score -727725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -727726.687500 Penalty: 4349.521484
	Iteration 72Q: 3 clusters Score -727726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -727726.687500 Penalty: 4349.521484
	Iteration 73F: 3 clusters Score -727726.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Entering Unmasked Estep 
Score: -1309876.500000 Penalty: 2307.237061
	Iteration 0F: 2 clusters Score -1309876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1301507.500000 Penalty: 4614.474121
	Iteration 0F: 3 clusters Score -1301508 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1303953.000000 Penalty: 4614.474121
	Iteration 1F: 3 clusters Score -1303953 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1304233.125000 Penalty: 4614.474121
	Iteration 2F: 3 clusters Score -1304233 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1304455.500000 Penalty: 4614.474121
	Iteration 3Q: 3 clusters Score -1304456 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1304652.750000 Penalty: 4614.474121
	Iteration 4Q: 3 clusters Score -1304653 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1304824.750000 Penalty: 4614.474121
	Iteration 5Q: 3 clusters Score -1304825 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1304980.125000 Penalty: 4614.474121
	Iteration 6Q: 3 clusters Score -1304980 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1305139.375000 Penalty: 4614.474121
	Iteration 7Q: 3 clusters Score -1305139 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1305296.125000 Penalty: 4614.474121
	Iteration 8Q: 3 clusters Score -1305296 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1305476.375000 Penalty: 4614.474121
	Iteration 9Q: 3 clusters Score -1305476 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1305693.125000 Penalty: 4614.474121
	Iteration 10Q: 3 clusters Score -1305693 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1305955.625000 Penalty: 4614.474121
	Iteration 11Q: 3 clusters Score -1305956 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1306251.500000 Penalty: 4614.474121
	Iteration 12Q: 3 clusters Score -1306252 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1306592.375000 Penalty: 4614.474121
	Iteration 13Q: 3 clusters Score -1306592 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1306966.625000 Penalty: 4614.474121
	Iteration 14Q: 3 clusters Score -1306967 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1307328.500000 Penalty: 4614.474121
	Iteration 15Q: 3 clusters Score -1307328 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1307612.875000 Penalty: 4614.474121
	Iteration 16Q: 3 clusters Score -1307613 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1307837.875000 Penalty: 4614.474121
	Iteration 17Q: 3 clusters Score -1307838 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1307959.875000 Penalty: 4614.474121
	Iteration 18Q: 3 clusters Score -1307960 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1308045.125000 Penalty: 4614.474121
	Iteration 19Q: 3 clusters Score -1308045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1308091.500000 Penalty: 4614.474121
	Iteration 20F: 3 clusters Score -1308092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1308121.500000 Penalty: 4614.474121
	Iteration 21Q: 3 clusters Score -1308122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1308144.375000 Penalty: 4614.474121
	Iteration 22Q: 3 clusters Score -1308144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1308157.000000 Penalty: 4614.474121
	Iteration 23Q: 3 clusters Score -1308157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1308170.750000 Penalty: 4614.474121
	Iteration 24Q: 3 clusters Score -1308171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1308173.375000 Penalty: 4614.474121
	Iteration 25Q: 3 clusters Score -1308173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1308173.875000 Penalty: 4614.474121
	Iteration 26Q: 3 clusters Score -1308174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1308176.750000 Penalty: 4614.474121
	Iteration 27Q: 3 clusters Score -1308177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1308181.500000 Penalty: 4614.474121
	Iteration 28Q: 3 clusters Score -1308182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1308182.000000 Penalty: 4614.474121
	Iteration 29Q: 3 clusters Score -1308182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1308186.375000 Penalty: 4614.474121
	Iteration 30Q: 3 clusters Score -1308186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1308184.750000 Penalty: 4614.474121
	Iteration 31Q: 3 clusters Score -1308185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1308186.375000 Penalty: 4614.474121
	Iteration 32Q: 3 clusters Score -1308186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1308186.875000 Penalty: 4614.474121
	Iteration 33Q: 3 clusters Score -1308187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1308186.875000 Penalty: 4614.474121
	Iteration 34F: 3 clusters Score -1308187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Entering Unmasked Estep 
Score: -3061869.750000 Penalty: 2540.314697
	Iteration 0F: 2 clusters Score -3061870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3042409.250000 Penalty: 5080.629395
	Iteration 0F: 3 clusters Score -3042409 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3049416.250000 Penalty: 5080.629395
	Iteration 1F: 3 clusters Score -3049416 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3049954.750000 Penalty: 5080.629395
	Iteration 2F: 3 clusters Score -3049955 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3050447.500000 Penalty: 5080.629395
	Iteration 3Q: 3 clusters Score -3050448 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3050891.250000 Penalty: 5080.629395
	Iteration 4Q: 3 clusters Score -3050891 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3051413.750000 Penalty: 5080.629395
	Iteration 5Q: 3 clusters Score -3051414 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3052111.000000 Penalty: 5080.629395
	Iteration 6Q: 3 clusters Score -3052111 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -3052859.000000 Penalty: 5080.629395
	Iteration 7Q: 3 clusters Score -3052859 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3053618.250000 Penalty: 5080.629395
	Iteration 8Q: 3 clusters Score -3053618 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3054359.500000 Penalty: 5080.629395
	Iteration 9Q: 3 clusters Score -3054360 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3055049.500000 Penalty: 5080.629395
	Iteration 10Q: 3 clusters Score -3055050 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3055685.000000 Penalty: 5080.629395
	Iteration 11Q: 3 clusters Score -3055685 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3056215.500000 Penalty: 5080.629395
	Iteration 12Q: 3 clusters Score -3056216 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3056740.750000 Penalty: 5080.629395
	Iteration 13Q: 3 clusters Score -3056741 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3057252.750000 Penalty: 5080.629395
	Iteration 14Q: 3 clusters Score -3057253 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3057742.250000 Penalty: 5080.629395
	Iteration 15Q: 3 clusters Score -3057742 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3058166.000000 Penalty: 5080.629395
	Iteration 16Q: 3 clusters Score -3058166 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3058537.000000 Penalty: 5080.629395
	Iteration 17Q: 3 clusters Score -3058537 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3058838.000000 Penalty: 5080.629395
	Iteration 18Q: 3 clusters Score -3058838 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3059111.500000 Penalty: 5080.629395
	Iteration 19Q: 3 clusters Score -3059112 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3059336.750000 Penalty: 5080.629395
	Iteration 20F: 3 clusters Score -3059337 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3059546.250000 Penalty: 5080.629395
	Iteration 21Q: 3 clusters Score -3059546 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3059730.500000 Penalty: 5080.629395
	Iteration 22Q: 3 clusters Score -3059730 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3059862.000000 Penalty: 5080.629395
	Iteration 23Q: 3 clusters Score -3059862 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3059948.750000 Penalty: 5080.629395
	Iteration 24Q: 3 clusters Score -3059949 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3060030.500000 Penalty: 5080.629395
	Iteration 25Q: 3 clusters Score -3060030 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3060079.500000 Penalty: 5080.629395
	Iteration 26Q: 3 clusters Score -3060080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3060119.250000 Penalty: 5080.629395
	Iteration 27Q: 3 clusters Score -3060119 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3060155.500000 Penalty: 5080.629395
	Iteration 28Q: 3 clusters Score -3060156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3060163.500000 Penalty: 5080.629395
	Iteration 29Q: 3 clusters Score -3060164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3060182.750000 Penalty: 5080.629395
	Iteration 30Q: 3 clusters Score -3060183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3060194.750000 Penalty: 5080.629395
	Iteration 31Q: 3 clusters Score -3060195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3060215.000000 Penalty: 5080.629395
	Iteration 32Q: 3 clusters Score -3060215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3060232.000000 Penalty: 5080.629395
	Iteration 33Q: 3 clusters Score -3060232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3060246.750000 Penalty: 5080.629395
	Iteration 34Q: 3 clusters Score -3060247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3060254.750000 Penalty: 5080.629395
	Iteration 35Q: 3 clusters Score -3060255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3060265.750000 Penalty: 5080.629395
	Iteration 36Q: 3 clusters Score -3060266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3060277.750000 Penalty: 5080.629395
	Iteration 37Q: 3 clusters Score -3060278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3060292.000000 Penalty: 5080.629395
	Iteration 38Q: 3 clusters Score -3060292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3060296.000000 Penalty: 5080.629395
	Iteration 39Q: 3 clusters Score -3060296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3060299.000000 Penalty: 5080.629395
	Iteration 40F: 3 clusters Score -3060299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3060304.000000 Penalty: 5080.629395
	Iteration 41Q: 3 clusters Score -3060304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3060305.250000 Penalty: 5080.629395
	Iteration 42Q: 3 clusters Score -3060305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3060304.000000 Penalty: 5080.629395
	Iteration 43Q: 3 clusters Score -3060304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3060304.500000 Penalty: 5080.629395
	Iteration 44Q: 3 clusters Score -3060304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3060304.000000 Penalty: 5080.629395
	Iteration 45Q: 3 clusters Score -3060304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3060302.250000 Penalty: 5080.629395
	Iteration 46Q: 3 clusters Score -3060302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3060305.750000 Penalty: 5080.629395
	Iteration 47Q: 3 clusters Score -3060306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3060310.750000 Penalty: 5080.629395
	Iteration 48Q: 3 clusters Score -3060311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3060314.250000 Penalty: 5080.629395
	Iteration 49Q: 3 clusters Score -3060314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3060318.000000 Penalty: 5080.629395
	Iteration 50Q: 3 clusters Score -3060318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3060324.000000 Penalty: 5080.629395
	Iteration 51Q: 3 clusters Score -3060324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3060321.000000 Penalty: 5080.629395
	Iteration 52Q: 3 clusters Score -3060321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3060321.000000 Penalty: 5080.629395
	Iteration 53F: 3 clusters Score -3060321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Entering Unmasked Estep 
Score: -1941183.000000 Penalty: 2406.319092
	Iteration 0F: 2 clusters Score -1941183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1929517.500000 Penalty: 4812.638184
	Iteration 0F: 3 clusters Score -1929518 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1933198.625000 Penalty: 4812.638184
	Iteration 1F: 3 clusters Score -1933199 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1933587.000000 Penalty: 4812.638184
	Iteration 2F: 3 clusters Score -1933587 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1933892.625000 Penalty: 4812.638184
	Iteration 3Q: 3 clusters Score -1933893 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1934202.000000 Penalty: 4812.638184
	Iteration 4Q: 3 clusters Score -1934202 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1934515.875000 Penalty: 4812.638184
	Iteration 5Q: 3 clusters Score -1934516 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1934840.375000 Penalty: 4812.638184
	Iteration 6Q: 3 clusters Score -1934840 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1935185.875000 Penalty: 4812.638184
	Iteration 7Q: 3 clusters Score -1935186 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1935507.750000 Penalty: 4812.638184
	Iteration 8Q: 3 clusters Score -1935508 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1935801.625000 Penalty: 4812.638184
	Iteration 9Q: 3 clusters Score -1935802 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1936052.875000 Penalty: 4812.638184
	Iteration 10Q: 3 clusters Score -1936053 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1936280.000000 Penalty: 4812.638184
	Iteration 11Q: 3 clusters Score -1936280 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1936480.500000 Penalty: 4812.638184
	Iteration 12Q: 3 clusters Score -1936480 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1936665.500000 Penalty: 4812.638184
	Iteration 13Q: 3 clusters Score -1936666 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1936825.125000 Penalty: 4812.638184
	Iteration 14Q: 3 clusters Score -1936825 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1936965.875000 Penalty: 4812.638184
	Iteration 15Q: 3 clusters Score -1936966 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1937083.375000 Penalty: 4812.638184
	Iteration 16Q: 3 clusters Score -1937083 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1937221.000000 Penalty: 4812.638184
	Iteration 17Q: 3 clusters Score -1937221 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1937395.375000 Penalty: 4812.638184
	Iteration 18Q: 3 clusters Score -1937395 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1937608.875000 Penalty: 4812.638184
	Iteration 19Q: 3 clusters Score -1937609 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1937890.500000 Penalty: 4812.638184
	Iteration 20F: 3 clusters Score -1937890 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1938155.875000 Penalty: 4812.638184
	Iteration 21Q: 3 clusters Score -1938156 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1938429.125000 Penalty: 4812.638184
	Iteration 22Q: 3 clusters Score -1938429 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1938671.000000 Penalty: 4812.638184
	Iteration 23Q: 3 clusters Score -1938671 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1938811.500000 Penalty: 4812.638184
	Iteration 24Q: 3 clusters Score -1938812 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1938885.250000 Penalty: 4812.638184
	Iteration 25Q: 3 clusters Score -1938885 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1938947.000000 Penalty: 4812.638184
	Iteration 26Q: 3 clusters Score -1938947 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1938986.750000 Penalty: 4812.638184
	Iteration 27Q: 3 clusters Score -1938987 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1939023.625000 Penalty: 4812.638184
	Iteration 28Q: 3 clusters Score -1939024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1939039.125000 Penalty: 4812.638184
	Iteration 29Q: 3 clusters Score -1939039 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1939060.500000 Penalty: 4812.638184
	Iteration 30Q: 3 clusters Score -1939060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1939073.500000 Penalty: 4812.638184
	Iteration 31Q: 3 clusters Score -1939074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1939095.125000 Penalty: 4812.638184
	Iteration 32Q: 3 clusters Score -1939095 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1939107.000000 Penalty: 4812.638184
	Iteration 33Q: 3 clusters Score -1939107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1939129.125000 Penalty: 4812.638184
	Iteration 34Q: 3 clusters Score -1939129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1939157.250000 Penalty: 4812.638184
	Iteration 35Q: 3 clusters Score -1939157 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1939158.875000 Penalty: 4812.638184
	Iteration 36Q: 3 clusters Score -1939159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1939172.375000 Penalty: 4812.638184
	Iteration 37Q: 3 clusters Score -1939172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1939177.250000 Penalty: 4812.638184
	Iteration 38Q: 3 clusters Score -1939177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1939183.875000 Penalty: 4812.638184
	Iteration 39Q: 3 clusters Score -1939184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1939188.250000 Penalty: 4812.638184
	Iteration 40F: 3 clusters Score -1939188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1939191.875000 Penalty: 4812.638184
	Iteration 41Q: 3 clusters Score -1939192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1939199.000000 Penalty: 4812.638184
	Iteration 42Q: 3 clusters Score -1939199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1939205.000000 Penalty: 4812.638184
	Iteration 43Q: 3 clusters Score -1939205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1939213.250000 Penalty: 4812.638184
	Iteration 44Q: 3 clusters Score -1939213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1939215.125000 Penalty: 4812.638184
	Iteration 45Q: 3 clusters Score -1939215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1939215.000000 Penalty: 4812.638184
	Iteration 46Q: 3 clusters Score -1939215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1939218.500000 Penalty: 4812.638184
	Iteration 47Q: 3 clusters Score -1939218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1939222.250000 Penalty: 4812.638184
	Iteration 48Q: 3 clusters Score -1939222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1939230.250000 Penalty: 4812.638184
	Iteration 49Q: 3 clusters Score -1939230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1939229.125000 Penalty: 4812.638184
	Iteration 50Q: 3 clusters Score -1939229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1939230.000000 Penalty: 4812.638184
	Iteration 51Q: 3 clusters Score -1939230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1939228.000000 Penalty: 4812.638184
	Iteration 52Q: 3 clusters Score -1939228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1939233.750000 Penalty: 4812.638184
	Iteration 53Q: 3 clusters Score -1939234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1939235.875000 Penalty: 4812.638184
	Iteration 54Q: 3 clusters Score -1939236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1939243.625000 Penalty: 4812.638184
	Iteration 55Q: 3 clusters Score -1939244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1939244.500000 Penalty: 4812.638184
	Iteration 56Q: 3 clusters Score -1939244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1939248.125000 Penalty: 4812.638184
	Iteration 57Q: 3 clusters Score -1939248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1939255.125000 Penalty: 4812.638184
	Iteration 58Q: 3 clusters Score -1939255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1939261.500000 Penalty: 4812.638184
	Iteration 59Q: 3 clusters Score -1939262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1939262.875000 Penalty: 4812.638184
	Iteration 60F: 3 clusters Score -1939263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1939269.375000 Penalty: 4812.638184
	Iteration 61Q: 3 clusters Score -1939269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1939275.750000 Penalty: 4812.638184
	Iteration 62Q: 3 clusters Score -1939276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1939276.750000 Penalty: 4812.638184
	Iteration 63Q: 3 clusters Score -1939277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1939283.750000 Penalty: 4812.638184
	Iteration 64Q: 3 clusters Score -1939284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1939286.500000 Penalty: 4812.638184
	Iteration 65Q: 3 clusters Score -1939286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1939282.125000 Penalty: 4812.638184
	Iteration 66Q: 3 clusters Score -1939282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1939284.500000 Penalty: 4812.638184
	Iteration 67Q: 3 clusters Score -1939284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1939289.750000 Penalty: 4812.638184
	Iteration 68Q: 3 clusters Score -1939290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1939293.250000 Penalty: 4812.638184
	Iteration 69Q: 3 clusters Score -1939293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1939294.875000 Penalty: 4812.638184
	Iteration 70Q: 3 clusters Score -1939295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1939296.750000 Penalty: 4812.638184
	Iteration 71Q: 3 clusters Score -1939297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1939300.625000 Penalty: 4812.638184
	Iteration 72Q: 3 clusters Score -1939301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1939301.250000 Penalty: 4812.638184
	Iteration 73Q: 3 clusters Score -1939301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1939297.500000 Penalty: 4812.638184
	Iteration 74Q: 3 clusters Score -1939298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1939298.125000 Penalty: 4812.638184
	Iteration 75Q: 3 clusters Score -1939298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1939303.875000 Penalty: 4812.638184
	Iteration 76Q: 3 clusters Score -1939304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1939307.000000 Penalty: 4812.638184
	Iteration 77Q: 3 clusters Score -1939307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1939309.625000 Penalty: 4812.638184
	Iteration 78Q: 3 clusters Score -1939310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1939309.875000 Penalty: 4812.638184
	Iteration 79Q: 3 clusters Score -1939310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1939311.500000 Penalty: 4812.638184
	Iteration 80F: 3 clusters Score -1939312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1939316.375000 Penalty: 4812.638184
	Iteration 81Q: 3 clusters Score -1939316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1939318.000000 Penalty: 4812.638184
	Iteration 82Q: 3 clusters Score -1939318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1939322.875000 Penalty: 4812.638184
	Iteration 83Q: 3 clusters Score -1939323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1939321.625000 Penalty: 4812.638184
	Iteration 84Q: 3 clusters Score -1939322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1939326.750000 Penalty: 4812.638184
	Iteration 85Q: 3 clusters Score -1939327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1939331.125000 Penalty: 4812.638184
	Iteration 86Q: 3 clusters Score -1939331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1939332.500000 Penalty: 4812.638184
	Iteration 87Q: 3 clusters Score -1939332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1939333.500000 Penalty: 4812.638184
	Iteration 88Q: 3 clusters Score -1939334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1939338.750000 Penalty: 4812.638184
	Iteration 89Q: 3 clusters Score -1939339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1939343.125000 Penalty: 4812.638184
	Iteration 90Q: 3 clusters Score -1939343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1939342.375000 Penalty: 4812.638184
	Iteration 91Q: 3 clusters Score -1939342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1939346.625000 Penalty: 4812.638184
	Iteration 92Q: 3 clusters Score -1939347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1939346.500000 Penalty: 4812.638184
	Iteration 93Q: 3 clusters Score -1939346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1939351.625000 Penalty: 4812.638184
	Iteration 94Q: 3 clusters Score -1939352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1939352.125000 Penalty: 4812.638184
	Iteration 95Q: 3 clusters Score -1939352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1939357.250000 Penalty: 4812.638184
	Iteration 96Q: 3 clusters Score -1939357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1939358.500000 Penalty: 4812.638184
	Iteration 97Q: 3 clusters Score -1939358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1939362.750000 Penalty: 4812.638184
	Iteration 98Q: 3 clusters Score -1939363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1939360.125000 Penalty: 4812.638184
	Iteration 99Q: 3 clusters Score -1939360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1939359.250000 Penalty: 4812.638184
	Iteration 100F: 3 clusters Score -1939359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1939363.125000 Penalty: 4812.638184
	Iteration 101Q: 3 clusters Score -1939363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1939361.125000 Penalty: 4812.638184
	Iteration 102Q: 3 clusters Score -1939361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1939364.250000 Penalty: 4812.638184
	Iteration 103Q: 3 clusters Score -1939364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1939361.250000 Penalty: 4812.638184
	Iteration 104Q: 3 clusters Score -1939361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1939363.875000 Penalty: 4812.638184
	Iteration 105Q: 3 clusters Score -1939364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1939362.375000 Penalty: 4812.638184
	Iteration 106Q: 3 clusters Score -1939362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1939362.625000 Penalty: 4812.638184
	Iteration 107Q: 3 clusters Score -1939363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1939361.750000 Penalty: 4812.638184
	Iteration 108Q: 3 clusters Score -1939362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1939361.250000 Penalty: 4812.638184
	Iteration 109Q: 3 clusters Score -1939361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1939363.000000 Penalty: 4812.638184
	Iteration 110Q: 3 clusters Score -1939363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1939363.000000 Penalty: 4812.638184
	Iteration 111Q: 3 clusters Score -1939363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1939367.000000 Penalty: 4812.638184
	Iteration 112Q: 3 clusters Score -1939367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1939366.125000 Penalty: 4812.638184
	Iteration 113Q: 3 clusters Score -1939366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1939365.500000 Penalty: 4812.638184
	Iteration 114Q: 3 clusters Score -1939366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1939372.125000 Penalty: 4812.638184
	Iteration 115Q: 3 clusters Score -1939372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1939380.500000 Penalty: 4812.638184
	Iteration 116Q: 3 clusters Score -1939380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1939378.625000 Penalty: 4812.638184
	Iteration 117Q: 3 clusters Score -1939379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1939381.125000 Penalty: 4812.638184
	Iteration 118Q: 3 clusters Score -1939381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1939383.750000 Penalty: 4812.638184
	Iteration 119Q: 3 clusters Score -1939384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1939385.750000 Penalty: 4812.638184
	Iteration 120F: 3 clusters Score -1939386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1939391.375000 Penalty: 4812.638184
	Iteration 121Q: 3 clusters Score -1939391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1939391.500000 Penalty: 4812.638184
	Iteration 122Q: 3 clusters Score -1939392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1939400.750000 Penalty: 4812.638184
	Iteration 123Q: 3 clusters Score -1939401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1939404.375000 Penalty: 4812.638184
	Iteration 124Q: 3 clusters Score -1939404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1939406.500000 Penalty: 4812.638184
	Iteration 125Q: 3 clusters Score -1939406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1939411.625000 Penalty: 4812.638184
	Iteration 126Q: 3 clusters Score -1939412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1939416.875000 Penalty: 4812.638184
	Iteration 127Q: 3 clusters Score -1939417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1939421.125000 Penalty: 4812.638184
	Iteration 128Q: 3 clusters Score -1939421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1939417.375000 Penalty: 4812.638184
	Iteration 129Q: 3 clusters Score -1939417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1939420.250000 Penalty: 4812.638184
	Iteration 130Q: 3 clusters Score -1939420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1939433.500000 Penalty: 4812.638184
	Iteration 131Q: 3 clusters Score -1939434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1939433.625000 Penalty: 4812.638184
	Iteration 132Q: 3 clusters Score -1939434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1939440.875000 Penalty: 4812.638184
	Iteration 133Q: 3 clusters Score -1939441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1939445.875000 Penalty: 4812.638184
	Iteration 134Q: 3 clusters Score -1939446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1939444.750000 Penalty: 4812.638184
	Iteration 135Q: 3 clusters Score -1939445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1939446.250000 Penalty: 4812.638184
	Iteration 136Q: 3 clusters Score -1939446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1939445.000000 Penalty: 4812.638184
	Iteration 137Q: 3 clusters Score -1939445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1939441.625000 Penalty: 4812.638184
	Iteration 138Q: 3 clusters Score -1939442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1939443.750000 Penalty: 4812.638184
	Iteration 139Q: 3 clusters Score -1939444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1939443.625000 Penalty: 4812.638184
	Iteration 140F: 3 clusters Score -1939444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1939444.500000 Penalty: 4812.638184
	Iteration 141Q: 3 clusters Score -1939444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1939444.125000 Penalty: 4812.638184
	Iteration 142Q: 3 clusters Score -1939444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1939445.500000 Penalty: 4812.638184
	Iteration 143Q: 3 clusters Score -1939446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1939444.250000 Penalty: 4812.638184
	Iteration 144Q: 3 clusters Score -1939444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1939445.875000 Penalty: 4812.638184
	Iteration 145Q: 3 clusters Score -1939446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1939447.625000 Penalty: 4812.638184
	Iteration 146Q: 3 clusters Score -1939448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1939446.625000 Penalty: 4812.638184
	Iteration 147Q: 3 clusters Score -1939447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1939446.125000 Penalty: 4812.638184
	Iteration 148Q: 3 clusters Score -1939446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1939448.875000 Penalty: 4812.638184
	Iteration 149Q: 3 clusters Score -1939449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1939448.500000 Penalty: 4812.638184
	Iteration 150Q: 3 clusters Score -1939448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1939445.500000 Penalty: 4812.638184
	Iteration 151Q: 3 clusters Score -1939446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1939445.750000 Penalty: 4812.638184
	Iteration 152Q: 3 clusters Score -1939446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1939446.250000 Penalty: 4812.638184
	Iteration 153Q: 3 clusters Score -1939446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1939447.250000 Penalty: 4812.638184
	Iteration 154Q: 3 clusters Score -1939447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1939448.500000 Penalty: 4812.638184
	Iteration 155Q: 3 clusters Score -1939448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1939453.625000 Penalty: 4812.638184
	Iteration 156Q: 3 clusters Score -1939454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1939452.625000 Penalty: 4812.638184
	Iteration 157Q: 3 clusters Score -1939453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1939453.250000 Penalty: 4812.638184
	Iteration 158Q: 3 clusters Score -1939453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1939449.750000 Penalty: 4812.638184
	Iteration 159Q: 3 clusters Score -1939450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1939449.625000 Penalty: 4812.638184
	Iteration 160F: 3 clusters Score -1939450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1939454.000000 Penalty: 4812.638184
	Iteration 161Q: 3 clusters Score -1939454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1939452.125000 Penalty: 4812.638184
	Iteration 162Q: 3 clusters Score -1939452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1939451.375000 Penalty: 4812.638184
	Iteration 163Q: 3 clusters Score -1939451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1939451.250000 Penalty: 4812.638184
	Iteration 164Q: 3 clusters Score -1939451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1939450.625000 Penalty: 4812.638184
	Iteration 165Q: 3 clusters Score -1939451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1939451.625000 Penalty: 4812.638184
	Iteration 166Q: 3 clusters Score -1939452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1939451.625000 Penalty: 4812.638184
	Iteration 167F: 3 clusters Score -1939452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Entering Unmasked Estep 
Score: -2576583.000000 Penalty: 2477.732666
	Iteration 0F: 2 clusters Score -2576583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2561269.250000 Penalty: 4955.465332
	Iteration 0F: 3 clusters Score -2561269 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2566693.000000 Penalty: 4955.465332
	Iteration 1F: 3 clusters Score -2566693 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2567378.750000 Penalty: 4955.465332
	Iteration 2F: 3 clusters Score -2567379 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2568186.500000 Penalty: 4955.465332
	Iteration 3F: 3 clusters Score -2568186 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2569136.000000 Penalty: 4955.465332
	Iteration 4F: 3 clusters Score -2569136 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2570127.500000 Penalty: 4955.465332
	Iteration 5F: 3 clusters Score -2570128 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2571088.250000 Penalty: 4955.465332
	Iteration 6F: 3 clusters Score -2571088 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2571964.750000 Penalty: 4955.465332
	Iteration 7F: 3 clusters Score -2571965 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2572770.250000 Penalty: 4955.465332
	Iteration 8F: 3 clusters Score -2572770 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2573511.500000 Penalty: 4955.465332
	Iteration 9Q: 3 clusters Score -2573512 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2574109.250000 Penalty: 4955.465332
	Iteration 10Q: 3 clusters Score -2574109 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2574519.000000 Penalty: 4955.465332
	Iteration 11Q: 3 clusters Score -2574519 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2574796.000000 Penalty: 4955.465332
	Iteration 12Q: 3 clusters Score -2574796 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2574982.750000 Penalty: 4955.465332
	Iteration 13Q: 3 clusters Score -2574983 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2575113.000000 Penalty: 4955.465332
	Iteration 14Q: 3 clusters Score -2575113 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2575181.500000 Penalty: 4955.465332
	Iteration 15Q: 3 clusters Score -2575182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2575225.000000 Penalty: 4955.465332
	Iteration 16Q: 3 clusters Score -2575225 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2575253.500000 Penalty: 4955.465332
	Iteration 17Q: 3 clusters Score -2575254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2575283.000000 Penalty: 4955.465332
	Iteration 18Q: 3 clusters Score -2575283 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2575300.500000 Penalty: 4955.465332
	Iteration 19Q: 3 clusters Score -2575300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2575319.750000 Penalty: 4955.465332
	Iteration 20F: 3 clusters Score -2575320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2575340.500000 Penalty: 4955.465332
	Iteration 21Q: 3 clusters Score -2575340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2575349.500000 Penalty: 4955.465332
	Iteration 22Q: 3 clusters Score -2575350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2575362.750000 Penalty: 4955.465332
	Iteration 23Q: 3 clusters Score -2575363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2575379.750000 Penalty: 4955.465332
	Iteration 24Q: 3 clusters Score -2575380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2575383.250000 Penalty: 4955.465332
	Iteration 25Q: 3 clusters Score -2575383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2575388.000000 Penalty: 4955.465332
	Iteration 26Q: 3 clusters Score -2575388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2575399.250000 Penalty: 4955.465332
	Iteration 27Q: 3 clusters Score -2575399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2575403.750000 Penalty: 4955.465332
	Iteration 28Q: 3 clusters Score -2575404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2575409.500000 Penalty: 4955.465332
	Iteration 29Q: 3 clusters Score -2575410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2575413.000000 Penalty: 4955.465332
	Iteration 30Q: 3 clusters Score -2575413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2575420.000000 Penalty: 4955.465332
	Iteration 31Q: 3 clusters Score -2575420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2575421.250000 Penalty: 4955.465332
	Iteration 32Q: 3 clusters Score -2575421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2575420.750000 Penalty: 4955.465332
	Iteration 33Q: 3 clusters Score -2575421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2575420.000000 Penalty: 4955.465332
	Iteration 34Q: 3 clusters Score -2575420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2575422.000000 Penalty: 4955.465332
	Iteration 35Q: 3 clusters Score -2575422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2575426.000000 Penalty: 4955.465332
	Iteration 36Q: 3 clusters Score -2575426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2575430.250000 Penalty: 4955.465332
	Iteration 37Q: 3 clusters Score -2575430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2575426.750000 Penalty: 4955.465332
	Iteration 38Q: 3 clusters Score -2575427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2575430.250000 Penalty: 4955.465332
	Iteration 39Q: 3 clusters Score -2575430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2575430.000000 Penalty: 4955.465332
	Iteration 40F: 3 clusters Score -2575430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2575430.750000 Penalty: 4955.465332
	Iteration 41Q: 3 clusters Score -2575431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2575430.750000 Penalty: 4955.465332
	Iteration 42F: 3 clusters Score -2575431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -348006.031250 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -348006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -345080.812500 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -345080.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -345805.781250 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -345805.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -346057.343750 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -346057.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -346247.656250 Penalty: 3874.537842
	Iteration 3F: 3 clusters Score -346247.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -346409.906250 Penalty: 3874.537842
	Iteration 4F: 3 clusters Score -346409.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -346542.062500 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -346542.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -346647.656250 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -346647.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -346733.437500 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -346733.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -346823.531250 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -346823.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -346913.781250 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -346913.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -346982.218750 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -346982.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -347049.156250 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -347049.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -347104.781250 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -347104.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -347138.937500 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -347138.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -347188.375000 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -347188.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -347229.875000 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -347229.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -347267.781250 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -347267.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -347306.593750 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -347306.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -347337.968750 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -347338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -347352.625000 Penalty: 3874.537842
	Iteration 19Q: 3 clusters Score -347352.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -347366.375000 Penalty: 3874.537842
	Iteration 20F: 3 clusters Score -347366.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -347379.500000 Penalty: 3874.537842
	Iteration 21Q: 3 clusters Score -347379.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -347396.093750 Penalty: 3874.537842
	Iteration 22Q: 3 clusters Score -347396.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -347425.156250 Penalty: 3874.537842
	Iteration 23Q: 3 clusters Score -347425.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -347455.375000 Penalty: 3874.537842
	Iteration 24Q: 3 clusters Score -347455.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -347485.593750 Penalty: 3874.537842
	Iteration 25Q: 3 clusters Score -347485.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -347509.750000 Penalty: 3874.537842
	Iteration 26Q: 3 clusters Score -347509.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -347523.906250 Penalty: 3874.537842
	Iteration 27Q: 3 clusters Score -347523.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -347536.187500 Penalty: 3874.537842
	Iteration 28Q: 3 clusters Score -347536.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -347544.093750 Penalty: 3874.537842
	Iteration 29Q: 3 clusters Score -347544.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -347549.281250 Penalty: 3874.537842
	Iteration 30Q: 3 clusters Score -347549.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -347552.875000 Penalty: 3874.537842
	Iteration 31Q: 3 clusters Score -347552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -347554.593750 Penalty: 3874.537842
	Iteration 32Q: 3 clusters Score -347554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -347556.500000 Penalty: 3874.537842
	Iteration 33Q: 3 clusters Score -347556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -347557.625000 Penalty: 3874.537842
	Iteration 34Q: 3 clusters Score -347557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -347558.906250 Penalty: 3874.537842
	Iteration 35Q: 3 clusters Score -347558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -347559.906250 Penalty: 3874.537842
	Iteration 36Q: 3 clusters Score -347559.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -347559.906250 Penalty: 3874.537842
	Iteration 37F: 3 clusters Score -347559.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Entering Unmasked Estep 
Score: -575331.375000 Penalty: 2114.731689
	Iteration 0F: 2 clusters Score -575331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -570800.125000 Penalty: 4229.463379
	Iteration 0F: 3 clusters Score -570800.1 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -572063.000000 Penalty: 4229.463379
	Iteration 1F: 3 clusters Score -572063 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -572489.437500 Penalty: 4229.463379
	Iteration 2F: 3 clusters Score -572489.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -572940.687500 Penalty: 4229.463379
	Iteration 3F: 3 clusters Score -572940.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -573490.625000 Penalty: 4229.463379
	Iteration 4F: 3 clusters Score -573490.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -574020.437500 Penalty: 4229.463379
	Iteration 5F: 3 clusters Score -574020.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -574346.875000 Penalty: 4229.463379
	Iteration 6F: 3 clusters Score -574346.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -574551.562500 Penalty: 4229.463379
	Iteration 7Q: 3 clusters Score -574551.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -574688.812500 Penalty: 4229.463379
	Iteration 8Q: 3 clusters Score -574688.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -574772.187500 Penalty: 4229.463379
	Iteration 9Q: 3 clusters Score -574772.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -574829.437500 Penalty: 4229.463379
	Iteration 10Q: 3 clusters Score -574829.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -574862.250000 Penalty: 4229.463379
	Iteration 11Q: 3 clusters Score -574862.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -574887.375000 Penalty: 4229.463379
	Iteration 12Q: 3 clusters Score -574887.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -574901.000000 Penalty: 4229.463379
	Iteration 13Q: 3 clusters Score -574901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -574910.000000 Penalty: 4229.463379
	Iteration 14Q: 3 clusters Score -574910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -574917.937500 Penalty: 4229.463379
	Iteration 15Q: 3 clusters Score -574917.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -574923.187500 Penalty: 4229.463379
	Iteration 16Q: 3 clusters Score -574923.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -574927.812500 Penalty: 4229.463379
	Iteration 17Q: 3 clusters Score -574927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -574929.937500 Penalty: 4229.463379
	Iteration 18Q: 3 clusters Score -574929.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -574932.812500 Penalty: 4229.463379
	Iteration 19Q: 3 clusters Score -574932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -574933.312500 Penalty: 4229.463379
	Iteration 20F: 3 clusters Score -574933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -574934.500000 Penalty: 4229.463379
	Iteration 21Q: 3 clusters Score -574934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -574937.000000 Penalty: 4229.463379
	Iteration 22Q: 3 clusters Score -574937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -574938.937500 Penalty: 4229.463379
	Iteration 23Q: 3 clusters Score -574938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -574940.062500 Penalty: 4229.463379
	Iteration 24Q: 3 clusters Score -574940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -574941.312500 Penalty: 4229.463379
	Iteration 25Q: 3 clusters Score -574941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -574942.937500 Penalty: 4229.463379
	Iteration 26Q: 3 clusters Score -574942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -574943.250000 Penalty: 4229.463379
	Iteration 27Q: 3 clusters Score -574943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -574943.812500 Penalty: 4229.463379
	Iteration 28Q: 3 clusters Score -574943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -574944.375000 Penalty: 4229.463379
	Iteration 29Q: 3 clusters Score -574944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -574944.687500 Penalty: 4229.463379
	Iteration 30Q: 3 clusters Score -574944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -574946.062500 Penalty: 4229.463379
	Iteration 31Q: 3 clusters Score -574946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -574946.625000 Penalty: 4229.463379
	Iteration 32Q: 3 clusters Score -574946.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -574946.625000 Penalty: 4229.463379
	Iteration 33F: 3 clusters Score -574946.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Entering Unmasked Estep 
Score: -2571420.000000 Penalty: 2476.228027
	Iteration 0F: 2 clusters Score -2571420 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 10907 members 
Entering Unmasked Estep 
Score: -2556224.250000 Penalty: 4952.456055
	Iteration 0F: 3 clusters Score -2556224 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2561355.250000 Penalty: 4952.456055
	Iteration 1F: 3 clusters Score -2561355 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2561865.250000 Penalty: 4952.456055
	Iteration 2F: 3 clusters Score -2561865 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2562416.500000 Penalty: 4952.456055
	Iteration 3F: 3 clusters Score -2562416 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2563173.750000 Penalty: 4952.456055
	Iteration 4F: 3 clusters Score -2563174 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2564164.000000 Penalty: 4952.456055
	Iteration 5F: 3 clusters Score -2564164 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2565299.250000 Penalty: 4952.456055
	Iteration 6F: 3 clusters Score -2565299 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2566466.000000 Penalty: 4952.456055
	Iteration 7F: 3 clusters Score -2566466 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2567530.250000 Penalty: 4952.456055
	Iteration 8F: 3 clusters Score -2567530 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2568347.750000 Penalty: 4952.456055
	Iteration 9Q: 3 clusters Score -2568348 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2568916.750000 Penalty: 4952.456055
	Iteration 10Q: 3 clusters Score -2568917 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2569218.250000 Penalty: 4952.456055
	Iteration 11Q: 3 clusters Score -2569218 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2569423.750000 Penalty: 4952.456055
	Iteration 12Q: 3 clusters Score -2569424 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2569537.250000 Penalty: 4952.456055
	Iteration 13Q: 3 clusters Score -2569537 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2569626.000000 Penalty: 4952.456055
	Iteration 14Q: 3 clusters Score -2569626 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2569689.000000 Penalty: 4952.456055
	Iteration 15Q: 3 clusters Score -2569689 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2569764.250000 Penalty: 4952.456055
	Iteration 16Q: 3 clusters Score -2569764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2569811.750000 Penalty: 4952.456055
	Iteration 17Q: 3 clusters Score -2569812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2569852.750000 Penalty: 4952.456055
	Iteration 18Q: 3 clusters Score -2569853 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2569891.250000 Penalty: 4952.456055
	Iteration 19Q: 3 clusters Score -2569891 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2569925.500000 Penalty: 4952.456055
	Iteration 20F: 3 clusters Score -2569926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2569955.000000 Penalty: 4952.456055
	Iteration 21Q: 3 clusters Score -2569955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2569978.250000 Penalty: 4952.456055
	Iteration 22Q: 3 clusters Score -2569978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2569991.750000 Penalty: 4952.456055
	Iteration 23Q: 3 clusters Score -2569992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2570005.000000 Penalty: 4952.456055
	Iteration 24Q: 3 clusters Score -2570005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2570016.000000 Penalty: 4952.456055
	Iteration 25Q: 3 clusters Score -2570016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2570025.000000 Penalty: 4952.456055
	Iteration 26Q: 3 clusters Score -2570025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2570026.000000 Penalty: 4952.456055
	Iteration 27Q: 3 clusters Score -2570026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2570036.750000 Penalty: 4952.456055
	Iteration 28Q: 3 clusters Score -2570037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2570038.750000 Penalty: 4952.456055
	Iteration 29Q: 3 clusters Score -2570039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2570044.750000 Penalty: 4952.456055
	Iteration 30Q: 3 clusters Score -2570045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2570041.500000 Penalty: 4952.456055
	Iteration 31Q: 3 clusters Score -2570042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2570050.250000 Penalty: 4952.456055
	Iteration 32Q: 3 clusters Score -2570050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2570057.500000 Penalty: 4952.456055
	Iteration 33Q: 3 clusters Score -2570058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2570065.500000 Penalty: 4952.456055
	Iteration 34Q: 3 clusters Score -2570066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2570068.250000 Penalty: 4952.456055
	Iteration 35Q: 3 clusters Score -2570068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2570076.250000 Penalty: 4952.456055
	Iteration 36Q: 3 clusters Score -2570076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2570078.250000 Penalty: 4952.456055
	Iteration 37Q: 3 clusters Score -2570078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2570076.250000 Penalty: 4952.456055
	Iteration 38Q: 3 clusters Score -2570076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2570082.000000 Penalty: 4952.456055
	Iteration 39Q: 3 clusters Score -2570082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2570089.500000 Penalty: 4952.456055
	Iteration 40F: 3 clusters Score -2570090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2570092.250000 Penalty: 4952.456055
	Iteration 41Q: 3 clusters Score -2570092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2570089.750000 Penalty: 4952.456055
	Iteration 42Q: 3 clusters Score -2570090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2570088.250000 Penalty: 4952.456055
	Iteration 43Q: 3 clusters Score -2570088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2570093.500000 Penalty: 4952.456055
	Iteration 44Q: 3 clusters Score -2570094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2570097.000000 Penalty: 4952.456055
	Iteration 45Q: 3 clusters Score -2570097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2570097.750000 Penalty: 4952.456055
	Iteration 46Q: 3 clusters Score -2570098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2570098.500000 Penalty: 4952.456055
	Iteration 47Q: 3 clusters Score -2570098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2570098.750000 Penalty: 4952.456055
	Iteration 48Q: 3 clusters Score -2570099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2570100.500000 Penalty: 4952.456055
	Iteration 49Q: 3 clusters Score -2570100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2570104.750000 Penalty: 4952.456055
	Iteration 50Q: 3 clusters Score -2570105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2570105.500000 Penalty: 4952.456055
	Iteration 51Q: 3 clusters Score -2570106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2570103.750000 Penalty: 4952.456055
	Iteration 52Q: 3 clusters Score -2570104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2570107.250000 Penalty: 4952.456055
	Iteration 53Q: 3 clusters Score -2570107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2570107.250000 Penalty: 4952.456055
	Iteration 54F: 3 clusters Score -2570107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Entering Unmasked Estep 
Score: -1062224.375000 Penalty: 2296.051758
	Iteration 0F: 2 clusters Score -1062224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1054258.500000 Penalty: 4592.103516
	Iteration 0F: 3 clusters Score -1054258 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1056903.000000 Penalty: 4592.103516
	Iteration 1F: 3 clusters Score -1056903 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1057575.250000 Penalty: 4592.103516
	Iteration 2F: 3 clusters Score -1057575 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1058175.375000 Penalty: 4592.103516
	Iteration 3F: 3 clusters Score -1058175 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1058705.000000 Penalty: 4592.103516
	Iteration 4F: 3 clusters Score -1058705 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1059199.000000 Penalty: 4592.103516
	Iteration 5F: 3 clusters Score -1059199 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1059607.750000 Penalty: 4592.103516
	Iteration 6F: 3 clusters Score -1059608 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1059933.625000 Penalty: 4592.103516
	Iteration 7Q: 3 clusters Score -1059934 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1060199.375000 Penalty: 4592.103516
	Iteration 8Q: 3 clusters Score -1060199 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1060392.375000 Penalty: 4592.103516
	Iteration 9Q: 3 clusters Score -1060392 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1060546.625000 Penalty: 4592.103516
	Iteration 10Q: 3 clusters Score -1060547 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1060668.875000 Penalty: 4592.103516
	Iteration 11Q: 3 clusters Score -1060669 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1060739.125000 Penalty: 4592.103516
	Iteration 12Q: 3 clusters Score -1060739 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1060793.625000 Penalty: 4592.103516
	Iteration 13Q: 3 clusters Score -1060794 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1060846.250000 Penalty: 4592.103516
	Iteration 14Q: 3 clusters Score -1060846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1060892.750000 Penalty: 4592.103516
	Iteration 15Q: 3 clusters Score -1060893 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1060926.875000 Penalty: 4592.103516
	Iteration 16Q: 3 clusters Score -1060927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1060966.875000 Penalty: 4592.103516
	Iteration 17Q: 3 clusters Score -1060967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1060994.250000 Penalty: 4592.103516
	Iteration 18Q: 3 clusters Score -1060994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1061009.125000 Penalty: 4592.103516
	Iteration 19Q: 3 clusters Score -1061009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1061022.375000 Penalty: 4592.103516
	Iteration 20F: 3 clusters Score -1061022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1061037.125000 Penalty: 4592.103516
	Iteration 21Q: 3 clusters Score -1061037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1061052.250000 Penalty: 4592.103516
	Iteration 22Q: 3 clusters Score -1061052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1061060.000000 Penalty: 4592.103516
	Iteration 23Q: 3 clusters Score -1061060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1061064.625000 Penalty: 4592.103516
	Iteration 24Q: 3 clusters Score -1061065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1061069.375000 Penalty: 4592.103516
	Iteration 25Q: 3 clusters Score -1061069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1061072.875000 Penalty: 4592.103516
	Iteration 26Q: 3 clusters Score -1061073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1061076.125000 Penalty: 4592.103516
	Iteration 27Q: 3 clusters Score -1061076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1061077.375000 Penalty: 4592.103516
	Iteration 28Q: 3 clusters Score -1061077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1061080.125000 Penalty: 4592.103516
	Iteration 29Q: 3 clusters Score -1061080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1061085.000000 Penalty: 4592.103516
	Iteration 30Q: 3 clusters Score -1061085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1061086.125000 Penalty: 4592.103516
	Iteration 31Q: 3 clusters Score -1061086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1061087.375000 Penalty: 4592.103516
	Iteration 32Q: 3 clusters Score -1061087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1061090.500000 Penalty: 4592.103516
	Iteration 33Q: 3 clusters Score -1061090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1061090.250000 Penalty: 4592.103516
	Iteration 34Q: 3 clusters Score -1061090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1061091.625000 Penalty: 4592.103516
	Iteration 35Q: 3 clusters Score -1061092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1061092.875000 Penalty: 4592.103516
	Iteration 36Q: 3 clusters Score -1061093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1061092.125000 Penalty: 4592.103516
	Iteration 37Q: 3 clusters Score -1061092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1061092.125000 Penalty: 4592.103516
	Iteration 38F: 3 clusters Score -1061092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1083203.250000 Penalty: 2268.423096
	Iteration 0F: 2 clusters Score -1083203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1075906.500000 Penalty: 4536.846191
	Iteration 0F: 3 clusters Score -1075906 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1077998.625000 Penalty: 4536.846191
	Iteration 1F: 3 clusters Score -1077999 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1078339.500000 Penalty: 4536.846191
	Iteration 2F: 3 clusters Score -1078340 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1078625.750000 Penalty: 4536.846191
	Iteration 3F: 3 clusters Score -1078626 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1078912.875000 Penalty: 4536.846191
	Iteration 4Q: 3 clusters Score -1078913 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1079247.250000 Penalty: 4536.846191
	Iteration 5Q: 3 clusters Score -1079247 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1079660.125000 Penalty: 4536.846191
	Iteration 6F: 3 clusters Score -1079660 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1080130.000000 Penalty: 4536.846191
	Iteration 7F: 3 clusters Score -1080130 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1080565.250000 Penalty: 4536.846191
	Iteration 8F: 3 clusters Score -1080565 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1080914.250000 Penalty: 4536.846191
	Iteration 9F: 3 clusters Score -1080914 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1081166.625000 Penalty: 4536.846191
	Iteration 10Q: 3 clusters Score -1081167 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1081318.000000 Penalty: 4536.846191
	Iteration 11Q: 3 clusters Score -1081318 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1081400.500000 Penalty: 4536.846191
	Iteration 12Q: 3 clusters Score -1081400 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1081451.125000 Penalty: 4536.846191
	Iteration 13Q: 3 clusters Score -1081451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1081490.000000 Penalty: 4536.846191
	Iteration 14Q: 3 clusters Score -1081490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1081513.875000 Penalty: 4536.846191
	Iteration 15Q: 3 clusters Score -1081514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1081530.875000 Penalty: 4536.846191
	Iteration 16Q: 3 clusters Score -1081531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1081547.625000 Penalty: 4536.846191
	Iteration 17Q: 3 clusters Score -1081548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1081558.125000 Penalty: 4536.846191
	Iteration 18Q: 3 clusters Score -1081558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1081572.750000 Penalty: 4536.846191
	Iteration 19Q: 3 clusters Score -1081573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1081583.250000 Penalty: 4536.846191
	Iteration 20F: 3 clusters Score -1081583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1081590.500000 Penalty: 4536.846191
	Iteration 21Q: 3 clusters Score -1081590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1081595.250000 Penalty: 4536.846191
	Iteration 22Q: 3 clusters Score -1081595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1081602.750000 Penalty: 4536.846191
	Iteration 23Q: 3 clusters Score -1081603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1081605.625000 Penalty: 4536.846191
	Iteration 24Q: 3 clusters Score -1081606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1081609.125000 Penalty: 4536.846191
	Iteration 25Q: 3 clusters Score -1081609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1081611.375000 Penalty: 4536.846191
	Iteration 26Q: 3 clusters Score -1081611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1081616.125000 Penalty: 4536.846191
	Iteration 27Q: 3 clusters Score -1081616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1081614.750000 Penalty: 4536.846191
	Iteration 28Q: 3 clusters Score -1081615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1081617.250000 Penalty: 4536.846191
	Iteration 29Q: 3 clusters Score -1081617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1081621.000000 Penalty: 4536.846191
	Iteration 30Q: 3 clusters Score -1081621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1081627.375000 Penalty: 4536.846191
	Iteration 31Q: 3 clusters Score -1081627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1081633.625000 Penalty: 4536.846191
	Iteration 32Q: 3 clusters Score -1081634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1081636.750000 Penalty: 4536.846191
	Iteration 33Q: 3 clusters Score -1081637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1081642.000000 Penalty: 4536.846191
	Iteration 34Q: 3 clusters Score -1081642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1081657.625000 Penalty: 4536.846191
	Iteration 35Q: 3 clusters Score -1081658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1081670.875000 Penalty: 4536.846191
	Iteration 36Q: 3 clusters Score -1081671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1081679.625000 Penalty: 4536.846191
	Iteration 37Q: 3 clusters Score -1081680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1081698.125000 Penalty: 4536.846191
	Iteration 38Q: 3 clusters Score -1081698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1081716.500000 Penalty: 4536.846191
	Iteration 39Q: 3 clusters Score -1081716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1081732.750000 Penalty: 4536.846191
	Iteration 40F: 3 clusters Score -1081733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1081750.625000 Penalty: 4536.846191
	Iteration 41Q: 3 clusters Score -1081751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1081767.500000 Penalty: 4536.846191
	Iteration 42Q: 3 clusters Score -1081768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1081784.750000 Penalty: 4536.846191
	Iteration 43Q: 3 clusters Score -1081785 nChanged 39
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: -1081797.000000 Penalty: 4536.846191
	Iteration 44Q: 3 clusters Score -1081797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1081808.500000 Penalty: 4536.846191
	Iteration 45Q: 3 clusters Score -1081808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1081821.375000 Penalty: 4536.846191
	Iteration 46Q: 3 clusters Score -1081821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1081835.500000 Penalty: 4536.846191
	Iteration 47Q: 3 clusters Score -1081836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1081854.500000 Penalty: 4536.846191
	Iteration 48Q: 3 clusters Score -1081854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1081881.125000 Penalty: 4536.846191
	Iteration 49Q: 3 clusters Score -1081881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1081894.750000 Penalty: 4536.846191
	Iteration 50Q: 3 clusters Score -1081895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1081905.750000 Penalty: 4536.846191
	Iteration 51Q: 3 clusters Score -1081906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1081915.250000 Penalty: 4536.846191
	Iteration 52Q: 3 clusters Score -1081915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1081923.875000 Penalty: 4536.846191
	Iteration 53Q: 3 clusters Score -1081924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1081929.000000 Penalty: 4536.846191
	Iteration 54Q: 3 clusters Score -1081929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1081935.500000 Penalty: 4536.846191
	Iteration 55Q: 3 clusters Score -1081936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1081943.125000 Penalty: 4536.846191
	Iteration 56Q: 3 clusters Score -1081943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1081951.125000 Penalty: 4536.846191
	Iteration 57Q: 3 clusters Score -1081951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1081964.750000 Penalty: 4536.846191
	Iteration 58Q: 3 clusters Score -1081965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1081977.250000 Penalty: 4536.846191
	Iteration 59Q: 3 clusters Score -1081977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1081998.375000 Penalty: 4536.846191
	Iteration 60F: 3 clusters Score -1081998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1082018.625000 Penalty: 4536.846191
	Iteration 61Q: 3 clusters Score -1082019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1082042.625000 Penalty: 4536.846191
	Iteration 62Q: 3 clusters Score -1082043 nChanged 43
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: -1082055.625000 Penalty: 4536.846191
	Iteration 63Q: 3 clusters Score -1082056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1082073.250000 Penalty: 4536.846191
	Iteration 64Q: 3 clusters Score -1082073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1082087.000000 Penalty: 4536.846191
	Iteration 65Q: 3 clusters Score -1082087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1082101.250000 Penalty: 4536.846191
	Iteration 66Q: 3 clusters Score -1082101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1082113.125000 Penalty: 4536.846191
	Iteration 67Q: 3 clusters Score -1082113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1082125.250000 Penalty: 4536.846191
	Iteration 68Q: 3 clusters Score -1082125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1082131.250000 Penalty: 4536.846191
	Iteration 69Q: 3 clusters Score -1082131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1082143.125000 Penalty: 4536.846191
	Iteration 70Q: 3 clusters Score -1082143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1082151.625000 Penalty: 4536.846191
	Iteration 71Q: 3 clusters Score -1082152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1082161.375000 Penalty: 4536.846191
	Iteration 72Q: 3 clusters Score -1082161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1082166.875000 Penalty: 4536.846191
	Iteration 73Q: 3 clusters Score -1082167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1082171.500000 Penalty: 4536.846191
	Iteration 74Q: 3 clusters Score -1082172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1082178.000000 Penalty: 4536.846191
	Iteration 75Q: 3 clusters Score -1082178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1082182.375000 Penalty: 4536.846191
	Iteration 76Q: 3 clusters Score -1082182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1082185.625000 Penalty: 4536.846191
	Iteration 77Q: 3 clusters Score -1082186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1082189.500000 Penalty: 4536.846191
	Iteration 78Q: 3 clusters Score -1082190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1082194.625000 Penalty: 4536.846191
	Iteration 79Q: 3 clusters Score -1082195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1082197.750000 Penalty: 4536.846191
	Iteration 80F: 3 clusters Score -1082198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1082201.625000 Penalty: 4536.846191
	Iteration 81Q: 3 clusters Score -1082202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1082205.500000 Penalty: 4536.846191
	Iteration 82Q: 3 clusters Score -1082206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1082206.875000 Penalty: 4536.846191
	Iteration 83Q: 3 clusters Score -1082207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1082212.125000 Penalty: 4536.846191
	Iteration 84Q: 3 clusters Score -1082212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1082211.375000 Penalty: 4536.846191
	Iteration 85Q: 3 clusters Score -1082211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1082211.375000 Penalty: 4536.846191
	Iteration 86Q: 3 clusters Score -1082211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1082213.375000 Penalty: 4536.846191
	Iteration 87Q: 3 clusters Score -1082213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1082215.375000 Penalty: 4536.846191
	Iteration 88Q: 3 clusters Score -1082215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1082216.375000 Penalty: 4536.846191
	Iteration 89Q: 3 clusters Score -1082216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1082214.375000 Penalty: 4536.846191
	Iteration 90Q: 3 clusters Score -1082214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1082214.625000 Penalty: 4536.846191
	Iteration 91Q: 3 clusters Score -1082215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1082214.625000 Penalty: 4536.846191
	Iteration 92F: 3 clusters Score -1082215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -563249.187500 Penalty: 2109.771484
	Iteration 0F: 2 clusters Score -563249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -558716.687500 Penalty: 4219.542969
	Iteration 0F: 3 clusters Score -558716.7 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -559798.875000 Penalty: 4219.542969
	Iteration 1F: 3 clusters Score -559798.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -560016.062500 Penalty: 4219.542969
	Iteration 2F: 3 clusters Score -560016.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -560201.625000 Penalty: 4219.542969
	Iteration 3F: 3 clusters Score -560201.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -560413.000000 Penalty: 4219.542969
	Iteration 4F: 3 clusters Score -560413 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -560637.312500 Penalty: 4219.542969
	Iteration 5F: 3 clusters Score -560637.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -560821.187500 Penalty: 4219.542969
	Iteration 6F: 3 clusters Score -560821.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -560992.875000 Penalty: 4219.542969
	Iteration 7Q: 3 clusters Score -560992.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -561175.375000 Penalty: 4219.542969
	Iteration 8Q: 3 clusters Score -561175.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -561306.625000 Penalty: 4219.542969
	Iteration 9Q: 3 clusters Score -561306.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -561427.750000 Penalty: 4219.542969
	Iteration 10Q: 3 clusters Score -561427.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -561530.062500 Penalty: 4219.542969
	Iteration 11Q: 3 clusters Score -561530.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -561599.875000 Penalty: 4219.542969
	Iteration 12Q: 3 clusters Score -561599.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -561641.375000 Penalty: 4219.542969
	Iteration 13Q: 3 clusters Score -561641.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -561675.062500 Penalty: 4219.542969
	Iteration 14Q: 3 clusters Score -561675.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -561703.187500 Penalty: 4219.542969
	Iteration 15Q: 3 clusters Score -561703.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -561721.125000 Penalty: 4219.542969
	Iteration 16Q: 3 clusters Score -561721.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -561734.062500 Penalty: 4219.542969
	Iteration 17Q: 3 clusters Score -561734.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -561746.687500 Penalty: 4219.542969
	Iteration 18Q: 3 clusters Score -561746.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -561754.250000 Penalty: 4219.542969
	Iteration 19Q: 3 clusters Score -561754.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -561760.187500 Penalty: 4219.542969
	Iteration 20F: 3 clusters Score -561760.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -561767.562500 Penalty: 4219.542969
	Iteration 21Q: 3 clusters Score -561767.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -561772.562500 Penalty: 4219.542969
	Iteration 22Q: 3 clusters Score -561772.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -561777.937500 Penalty: 4219.542969
	Iteration 23Q: 3 clusters Score -561777.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -561780.562500 Penalty: 4219.542969
	Iteration 24Q: 3 clusters Score -561780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -561780.812500 Penalty: 4219.542969
	Iteration 25Q: 3 clusters Score -561780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -561781.625000 Penalty: 4219.542969
	Iteration 26Q: 3 clusters Score -561781.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -561784.250000 Penalty: 4219.542969
	Iteration 27Q: 3 clusters Score -561784.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -561785.812500 Penalty: 4219.542969
	Iteration 28Q: 3 clusters Score -561785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -561786.187500 Penalty: 4219.542969
	Iteration 29Q: 3 clusters Score -561786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -561786.187500 Penalty: 4219.542969
	Iteration 30F: 3 clusters Score -561786.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Entering Unmasked Estep 
Score: -3022941.500000 Penalty: 2521.312256
	Iteration 0F: 2 clusters Score -3022942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3004803.000000 Penalty: 5042.624512
	Iteration 0F: 3 clusters Score -3004803 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3011537.750000 Penalty: 5042.624512
	Iteration 1F: 3 clusters Score -3011538 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3012179.750000 Penalty: 5042.624512
	Iteration 2F: 3 clusters Score -3012180 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3012818.000000 Penalty: 5042.624512
	Iteration 3F: 3 clusters Score -3012818 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3013396.750000 Penalty: 5042.624512
	Iteration 4F: 3 clusters Score -3013397 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3014025.000000 Penalty: 5042.624512
	Iteration 5Q: 3 clusters Score -3014025 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3014678.750000 Penalty: 5042.624512
	Iteration 6Q: 3 clusters Score -3014679 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3015331.500000 Penalty: 5042.624512
	Iteration 7Q: 3 clusters Score -3015332 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3016023.000000 Penalty: 5042.624512
	Iteration 8Q: 3 clusters Score -3016023 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3016706.750000 Penalty: 5042.624512
	Iteration 9Q: 3 clusters Score -3016707 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3017304.000000 Penalty: 5042.624512
	Iteration 10Q: 3 clusters Score -3017304 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3017752.000000 Penalty: 5042.624512
	Iteration 11Q: 3 clusters Score -3017752 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3018069.750000 Penalty: 5042.624512
	Iteration 12Q: 3 clusters Score -3018070 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3018329.500000 Penalty: 5042.624512
	Iteration 13Q: 3 clusters Score -3018330 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3018514.500000 Penalty: 5042.624512
	Iteration 14Q: 3 clusters Score -3018514 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -3018710.750000 Penalty: 5042.624512
	Iteration 15Q: 3 clusters Score -3018711 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3018861.750000 Penalty: 5042.624512
	Iteration 16Q: 3 clusters Score -3018862 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3019004.500000 Penalty: 5042.624512
	Iteration 17Q: 3 clusters Score -3019004 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3019176.500000 Penalty: 5042.624512
	Iteration 18Q: 3 clusters Score -3019176 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3019338.000000 Penalty: 5042.624512
	Iteration 19Q: 3 clusters Score -3019338 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3019494.750000 Penalty: 5042.624512
	Iteration 20F: 3 clusters Score -3019495 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3019652.250000 Penalty: 5042.624512
	Iteration 21Q: 3 clusters Score -3019652 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3019789.000000 Penalty: 5042.624512
	Iteration 22Q: 3 clusters Score -3019789 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3019944.750000 Penalty: 5042.624512
	Iteration 23Q: 3 clusters Score -3019945 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3020085.750000 Penalty: 5042.624512
	Iteration 24Q: 3 clusters Score -3020086 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3020233.250000 Penalty: 5042.624512
	Iteration 25Q: 3 clusters Score -3020233 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3020371.250000 Penalty: 5042.624512
	Iteration 26Q: 3 clusters Score -3020371 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3020491.250000 Penalty: 5042.624512
	Iteration 27Q: 3 clusters Score -3020491 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3020608.000000 Penalty: 5042.624512
	Iteration 28Q: 3 clusters Score -3020608 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3020719.500000 Penalty: 5042.624512
	Iteration 29Q: 3 clusters Score -3020720 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3020833.250000 Penalty: 5042.624512
	Iteration 30Q: 3 clusters Score -3020833 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3020937.000000 Penalty: 5042.624512
	Iteration 31Q: 3 clusters Score -3020937 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3021032.500000 Penalty: 5042.624512
	Iteration 32Q: 3 clusters Score -3021032 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3021118.750000 Penalty: 5042.624512
	Iteration 33Q: 3 clusters Score -3021119 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3021205.250000 Penalty: 5042.624512
	Iteration 34Q: 3 clusters Score -3021205 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3021284.250000 Penalty: 5042.624512
	Iteration 35Q: 3 clusters Score -3021284 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3021349.000000 Penalty: 5042.624512
	Iteration 36Q: 3 clusters Score -3021349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3021390.250000 Penalty: 5042.624512
	Iteration 37Q: 3 clusters Score -3021390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3021435.750000 Penalty: 5042.624512
	Iteration 38Q: 3 clusters Score -3021436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3021470.000000 Penalty: 5042.624512
	Iteration 39Q: 3 clusters Score -3021470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3021500.250000 Penalty: 5042.624512
	Iteration 40F: 3 clusters Score -3021500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3021518.000000 Penalty: 5042.624512
	Iteration 41Q: 3 clusters Score -3021518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3021528.500000 Penalty: 5042.624512
	Iteration 42Q: 3 clusters Score -3021528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3021542.250000 Penalty: 5042.624512
	Iteration 43Q: 3 clusters Score -3021542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3021550.750000 Penalty: 5042.624512
	Iteration 44Q: 3 clusters Score -3021551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3021552.750000 Penalty: 5042.624512
	Iteration 45Q: 3 clusters Score -3021553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3021555.250000 Penalty: 5042.624512
	Iteration 46Q: 3 clusters Score -3021555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3021557.500000 Penalty: 5042.624512
	Iteration 47Q: 3 clusters Score -3021558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3021556.500000 Penalty: 5042.624512
	Iteration 48Q: 3 clusters Score -3021556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3021562.750000 Penalty: 5042.624512
	Iteration 49Q: 3 clusters Score -3021563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3021564.250000 Penalty: 5042.624512
	Iteration 50Q: 3 clusters Score -3021564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3021563.500000 Penalty: 5042.624512
	Iteration 51Q: 3 clusters Score -3021564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3021570.000000 Penalty: 5042.624512
	Iteration 52Q: 3 clusters Score -3021570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3021573.500000 Penalty: 5042.624512
	Iteration 53Q: 3 clusters Score -3021574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3021574.250000 Penalty: 5042.624512
	Iteration 54Q: 3 clusters Score -3021574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3021578.500000 Penalty: 5042.624512
	Iteration 55Q: 3 clusters Score -3021578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3021580.500000 Penalty: 5042.624512
	Iteration 56Q: 3 clusters Score -3021580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3021579.500000 Penalty: 5042.624512
	Iteration 57Q: 3 clusters Score -3021580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3021583.000000 Penalty: 5042.624512
	Iteration 58Q: 3 clusters Score -3021583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3021593.500000 Penalty: 5042.624512
	Iteration 59Q: 3 clusters Score -3021594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3021598.500000 Penalty: 5042.624512
	Iteration 60F: 3 clusters Score -3021598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3021609.500000 Penalty: 5042.624512
	Iteration 61Q: 3 clusters Score -3021610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3021613.750000 Penalty: 5042.624512
	Iteration 62Q: 3 clusters Score -3021614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3021615.500000 Penalty: 5042.624512
	Iteration 63Q: 3 clusters Score -3021616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3021618.750000 Penalty: 5042.624512
	Iteration 64Q: 3 clusters Score -3021619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3021618.750000 Penalty: 5042.624512
	Iteration 65F: 3 clusters Score -3021619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -36378.328125 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -36378.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35110.199219 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -35110.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35284.824219 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -35284.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35331.863281 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -35331.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35372.187500 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -35372.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35415.265625 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -35415.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35415.265625 Penalty: 2791.300049
	Iteration 5F: 3 clusters Score -35415.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -445020.562500 Penalty: 2048.858398
	Iteration 0F: 2 clusters Score -445020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -441187.312500 Penalty: 4097.716797
	Iteration 0F: 3 clusters Score -441187.3 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -442055.062500 Penalty: 4097.716797
	Iteration 1F: 3 clusters Score -442055.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -442252.375000 Penalty: 4097.716797
	Iteration 2F: 3 clusters Score -442252.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -442370.031250 Penalty: 4097.716797
	Iteration 3Q: 3 clusters Score -442370 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -442443.125000 Penalty: 4097.716797
	Iteration 4Q: 3 clusters Score -442443.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -442516.843750 Penalty: 4097.716797
	Iteration 5Q: 3 clusters Score -442516.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -442584.281250 Penalty: 4097.716797
	Iteration 6Q: 3 clusters Score -442584.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -442634.562500 Penalty: 4097.716797
	Iteration 7Q: 3 clusters Score -442634.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -442682.500000 Penalty: 4097.716797
	Iteration 8Q: 3 clusters Score -442682.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -442727.718750 Penalty: 4097.716797
	Iteration 9Q: 3 clusters Score -442727.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -442779.656250 Penalty: 4097.716797
	Iteration 10Q: 3 clusters Score -442779.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -442836.281250 Penalty: 4097.716797
	Iteration 11Q: 3 clusters Score -442836.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -442885.562500 Penalty: 4097.716797
	Iteration 12Q: 3 clusters Score -442885.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -442932.625000 Penalty: 4097.716797
	Iteration 13Q: 3 clusters Score -442932.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -443001.468750 Penalty: 4097.716797
	Iteration 14Q: 3 clusters Score -443001.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -443063.031250 Penalty: 4097.716797
	Iteration 15Q: 3 clusters Score -443063 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -443124.718750 Penalty: 4097.716797
	Iteration 16Q: 3 clusters Score -443124.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -443184.187500 Penalty: 4097.716797
	Iteration 17Q: 3 clusters Score -443184.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -443243.531250 Penalty: 4097.716797
	Iteration 18Q: 3 clusters Score -443243.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -443313.687500 Penalty: 4097.716797
	Iteration 19Q: 3 clusters Score -443313.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -443364.000000 Penalty: 4097.716797
	Iteration 20F: 3 clusters Score -443364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -443409.218750 Penalty: 4097.716797
	Iteration 21Q: 3 clusters Score -443409.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -443440.156250 Penalty: 4097.716797
	Iteration 22Q: 3 clusters Score -443440.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -443456.437500 Penalty: 4097.716797
	Iteration 23Q: 3 clusters Score -443456.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -443469.593750 Penalty: 4097.716797
	Iteration 24Q: 3 clusters Score -443469.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -443482.531250 Penalty: 4097.716797
	Iteration 25Q: 3 clusters Score -443482.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -443490.593750 Penalty: 4097.716797
	Iteration 26Q: 3 clusters Score -443490.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -443498.250000 Penalty: 4097.716797
	Iteration 27Q: 3 clusters Score -443498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -443504.406250 Penalty: 4097.716797
	Iteration 28Q: 3 clusters Score -443504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -443509.031250 Penalty: 4097.716797
	Iteration 29Q: 3 clusters Score -443509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -443511.718750 Penalty: 4097.716797
	Iteration 30Q: 3 clusters Score -443511.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -443515.968750 Penalty: 4097.716797
	Iteration 31Q: 3 clusters Score -443516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -443518.375000 Penalty: 4097.716797
	Iteration 32Q: 3 clusters Score -443518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -443519.375000 Penalty: 4097.716797
	Iteration 33Q: 3 clusters Score -443519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -443521.750000 Penalty: 4097.716797
	Iteration 34Q: 3 clusters Score -443521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -443524.093750 Penalty: 4097.716797
	Iteration 35Q: 3 clusters Score -443524.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -443527.125000 Penalty: 4097.716797
	Iteration 36Q: 3 clusters Score -443527.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -443531.062500 Penalty: 4097.716797
	Iteration 37Q: 3 clusters Score -443531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -443532.062500 Penalty: 4097.716797
	Iteration 38Q: 3 clusters Score -443532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -443532.875000 Penalty: 4097.716797
	Iteration 39Q: 3 clusters Score -443532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -443533.093750 Penalty: 4097.716797
	Iteration 40F: 3 clusters Score -443533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -443534.062500 Penalty: 4097.716797
	Iteration 41Q: 3 clusters Score -443534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -443534.062500 Penalty: 4097.716797
	Iteration 42F: 3 clusters Score -443534.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -318414.468750 Penalty: 1963.729736
	Iteration 0F: 2 clusters Score -318414.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -315306.406250 Penalty: 3927.459473
	Iteration 0F: 3 clusters Score -315306.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -315940.375000 Penalty: 3927.459473
	Iteration 1F: 3 clusters Score -315940.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -316126.031250 Penalty: 3927.459473
	Iteration 2F: 3 clusters Score -316126 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -316229.062500 Penalty: 3927.459473
	Iteration 3F: 3 clusters Score -316229.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -316275.625000 Penalty: 3927.459473
	Iteration 4Q: 3 clusters Score -316275.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -316301.687500 Penalty: 3927.459473
	Iteration 5Q: 3 clusters Score -316301.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -316317.375000 Penalty: 3927.459473
	Iteration 6Q: 3 clusters Score -316317.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -316328.312500 Penalty: 3927.459473
	Iteration 7Q: 3 clusters Score -316328.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -316343.312500 Penalty: 3927.459473
	Iteration 8Q: 3 clusters Score -316343.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -316356.031250 Penalty: 3927.459473
	Iteration 9Q: 3 clusters Score -316356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -316363.968750 Penalty: 3927.459473
	Iteration 10Q: 3 clusters Score -316364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -316369.281250 Penalty: 3927.459473
	Iteration 11Q: 3 clusters Score -316369.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -316372.031250 Penalty: 3927.459473
	Iteration 12Q: 3 clusters Score -316372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -316375.406250 Penalty: 3927.459473
	Iteration 13Q: 3 clusters Score -316375.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -316378.062500 Penalty: 3927.459473
	Iteration 14Q: 3 clusters Score -316378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -316381.031250 Penalty: 3927.459473
	Iteration 15Q: 3 clusters Score -316381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -316384.531250 Penalty: 3927.459473
	Iteration 16Q: 3 clusters Score -316384.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -316386.187500 Penalty: 3927.459473
	Iteration 17Q: 3 clusters Score -316386.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -316388.687500 Penalty: 3927.459473
	Iteration 18Q: 3 clusters Score -316388.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -316391.812500 Penalty: 3927.459473
	Iteration 19Q: 3 clusters Score -316391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -316394.843750 Penalty: 3927.459473
	Iteration 20F: 3 clusters Score -316394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -316397.781250 Penalty: 3927.459473
	Iteration 21Q: 3 clusters Score -316397.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -316402.187500 Penalty: 3927.459473
	Iteration 22Q: 3 clusters Score -316402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -316405.437500 Penalty: 3927.459473
	Iteration 23Q: 3 clusters Score -316405.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -316411.187500 Penalty: 3927.459473
	Iteration 24Q: 3 clusters Score -316411.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -316415.000000 Penalty: 3927.459473
	Iteration 25Q: 3 clusters Score -316415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -316418.312500 Penalty: 3927.459473
	Iteration 26Q: 3 clusters Score -316418.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -316423.843750 Penalty: 3927.459473
	Iteration 27Q: 3 clusters Score -316423.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -316430.718750 Penalty: 3927.459473
	Iteration 28Q: 3 clusters Score -316430.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -316438.062500 Penalty: 3927.459473
	Iteration 29Q: 3 clusters Score -316438.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -316443.500000 Penalty: 3927.459473
	Iteration 30Q: 3 clusters Score -316443.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -316447.625000 Penalty: 3927.459473
	Iteration 31Q: 3 clusters Score -316447.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -316452.468750 Penalty: 3927.459473
	Iteration 32Q: 3 clusters Score -316452.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -316459.062500 Penalty: 3927.459473
	Iteration 33Q: 3 clusters Score -316459.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -316463.187500 Penalty: 3927.459473
	Iteration 34Q: 3 clusters Score -316463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -316466.656250 Penalty: 3927.459473
	Iteration 35Q: 3 clusters Score -316466.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -316470.375000 Penalty: 3927.459473
	Iteration 36Q: 3 clusters Score -316470.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -316475.562500 Penalty: 3927.459473
	Iteration 37Q: 3 clusters Score -316475.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -316476.656250 Penalty: 3927.459473
	Iteration 38Q: 3 clusters Score -316476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -316479.500000 Penalty: 3927.459473
	Iteration 39Q: 3 clusters Score -316479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -316480.593750 Penalty: 3927.459473
	Iteration 40F: 3 clusters Score -316480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -316481.656250 Penalty: 3927.459473
	Iteration 41Q: 3 clusters Score -316481.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -316482.062500 Penalty: 3927.459473
	Iteration 42Q: 3 clusters Score -316482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -316484.125000 Penalty: 3927.459473
	Iteration 43Q: 3 clusters Score -316484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -316485.031250 Penalty: 3927.459473
	Iteration 44Q: 3 clusters Score -316485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -316484.843750 Penalty: 3927.459473
	Iteration 45Q: 3 clusters Score -316484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -316484.843750 Penalty: 3927.459473
	Iteration 46F: 3 clusters Score -316484.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188853 members 
Entering Unmasked Estep 
Score: -22033168.000000 Penalty: 3012.883789
	Iteration 0F: 2 clusters Score -2.203317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -21909164.000000 Penalty: 6025.767578
	Iteration 0F: 3 clusters Score -2.190916e+07 nChanged 90697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -21962200.000000 Penalty: 6025.767578
	Iteration 1F: 3 clusters Score -2.19622e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -21964212.000000 Penalty: 6025.767578
	Iteration 2Q: 3 clusters Score -2.196421e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 109931 members 
Entering Unmasked Estep 
Score: -21967002.000000 Penalty: 6025.767578
	Iteration 3Q: 3 clusters Score -2.1967e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -21972320.000000 Penalty: 6025.767578
	Iteration 4F: 3 clusters Score -2.197232e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 129007 members 
Entering Unmasked Estep 
Score: -21980518.000000 Penalty: 6025.767578
	Iteration 5F: 3 clusters Score -2.198052e+07 nChanged 14096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -21991884.000000 Penalty: 6025.767578
	Iteration 6F: 3 clusters Score -2.199188e+07 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -22004440.000000 Penalty: 6025.767578
	Iteration 7F: 3 clusters Score -2.200444e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 165635 members 
Entering Unmasked Estep 
Score: -22015060.000000 Penalty: 6025.767578
	Iteration 8F: 3 clusters Score -2.201506e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 172352 members 
Entering Unmasked Estep 
Score: -22021580.000000 Penalty: 6025.767578
	Iteration 9Q: 3 clusters Score -2.202158e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 176016 members 
Entering Unmasked Estep 
Score: -22025416.000000 Penalty: 6025.767578
	Iteration 10Q: 3 clusters Score -2.202542e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 177938 members 
Entering Unmasked Estep 
Score: -22027198.000000 Penalty: 6025.767578
	Iteration 11Q: 3 clusters Score -2.20272e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 179197 members 
Entering Unmasked Estep 
Score: -22028184.000000 Penalty: 6025.767578
	Iteration 12Q: 3 clusters Score -2.202818e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 180192 members 
Entering Unmasked Estep 
Score: -22028768.000000 Penalty: 6025.767578
	Iteration 13Q: 3 clusters Score -2.202877e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 180968 members 
Entering Unmasked Estep 
Score: -22029180.000000 Penalty: 6025.767578
	Iteration 14Q: 3 clusters Score -2.202918e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 181641 members 
Entering Unmasked Estep 
Score: -22029492.000000 Penalty: 6025.767578
	Iteration 15Q: 3 clusters Score -2.202949e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 182204 members 
Entering Unmasked Estep 
Score: -22029664.000000 Penalty: 6025.767578
	Iteration 16Q: 3 clusters Score -2.202966e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 182693 members 
Entering Unmasked Estep 
Score: -22029864.000000 Penalty: 6025.767578
	Iteration 17Q: 3 clusters Score -2.202986e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 183112 members 
Entering Unmasked Estep 
Score: -22030016.000000 Penalty: 6025.767578
	Iteration 18Q: 3 clusters Score -2.203002e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 183494 members 
Entering Unmasked Estep 
Score: -22030096.000000 Penalty: 6025.767578
	Iteration 19Q: 3 clusters Score -2.20301e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 183814 members 
Entering Unmasked Estep 
Score: -22030134.000000 Penalty: 6025.767578
	Iteration 20F: 3 clusters Score -2.203013e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 184099 members 
Entering Unmasked Estep 
Score: -22030246.000000 Penalty: 6025.767578
	Iteration 21Q: 3 clusters Score -2.203025e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 184369 members 
Entering Unmasked Estep 
Score: -22030314.000000 Penalty: 6025.767578
	Iteration 22Q: 3 clusters Score -2.203031e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 184615 members 
Entering Unmasked Estep 
Score: -22030382.000000 Penalty: 6025.767578
	Iteration 23Q: 3 clusters Score -2.203038e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 184823 members 
Entering Unmasked Estep 
Score: -22030412.000000 Penalty: 6025.767578
	Iteration 24Q: 3 clusters Score -2.203041e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 185037 members 
Entering Unmasked Estep 
Score: -22030532.000000 Penalty: 6025.767578
	Iteration 25Q: 3 clusters Score -2.203053e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 185215 members 
Entering Unmasked Estep 
Score: -22030560.000000 Penalty: 6025.767578
	Iteration 26Q: 3 clusters Score -2.203056e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 185349 members 
Entering Unmasked Estep 
Score: -22030656.000000 Penalty: 6025.767578
	Iteration 27Q: 3 clusters Score -2.203066e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 185458 members 
Entering Unmasked Estep 
Score: -22030692.000000 Penalty: 6025.767578
	Iteration 28Q: 3 clusters Score -2.203069e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 185561 members 
Entering Unmasked Estep 
Score: -22030716.000000 Penalty: 6025.767578
	Iteration 29Q: 3 clusters Score -2.203072e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 185663 members 
Entering Unmasked Estep 
Score: -22030734.000000 Penalty: 6025.767578
	Iteration 30Q: 3 clusters Score -2.203073e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 185746 members 
Entering Unmasked Estep 
Score: -22030692.000000 Penalty: 6025.767578
	Iteration 31Q: 3 clusters Score -2.203069e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 185824 members 
Entering Unmasked Estep 
Score: -22030680.000000 Penalty: 6025.767578
	Iteration 32Q: 3 clusters Score -2.203068e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 185879 members 
Entering Unmasked Estep 
Score: -22030690.000000 Penalty: 6025.767578
	Iteration 33Q: 3 clusters Score -2.203069e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 185925 members 
Entering Unmasked Estep 
Score: -22030694.000000 Penalty: 6025.767578
	Iteration 34Q: 3 clusters Score -2.203069e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 185972 members 
Entering Unmasked Estep 
Score: -22030708.000000 Penalty: 6025.767578
	Iteration 35Q: 3 clusters Score -2.203071e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 186021 members 
Entering Unmasked Estep 
Score: -22030756.000000 Penalty: 6025.767578
	Iteration 36Q: 3 clusters Score -2.203076e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 186074 members 
Entering Unmasked Estep 
Score: -22030740.000000 Penalty: 6025.767578
	Iteration 37Q: 3 clusters Score -2.203074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 186118 members 
Entering Unmasked Estep 
Score: -22030770.000000 Penalty: 6025.767578
	Iteration 38Q: 3 clusters Score -2.203077e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 186168 members 
Entering Unmasked Estep 
Score: -22030760.000000 Penalty: 6025.767578
	Iteration 39Q: 3 clusters Score -2.203076e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 186218 members 
Entering Unmasked Estep 
Score: -22030772.000000 Penalty: 6025.767578
	Iteration 40F: 3 clusters Score -2.203077e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 186256 members 
Entering Unmasked Estep 
Score: -22030796.000000 Penalty: 6025.767578
	Iteration 41Q: 3 clusters Score -2.20308e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 186300 members 
Entering Unmasked Estep 
Score: -22030840.000000 Penalty: 6025.767578
	Iteration 42Q: 3 clusters Score -2.203084e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -22030816.000000 Penalty: 6025.767578
	Iteration 43Q: 3 clusters Score -2.203082e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 186382 members 
Entering Unmasked Estep 
Score: -22030850.000000 Penalty: 6025.767578
	Iteration 44Q: 3 clusters Score -2.203085e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 186406 members 
Entering Unmasked Estep 
Score: -22030846.000000 Penalty: 6025.767578
	Iteration 45Q: 3 clusters Score -2.203085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 186423 members 
Entering Unmasked Estep 
Score: -22030834.000000 Penalty: 6025.767578
	Iteration 46Q: 3 clusters Score -2.203083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 186441 members 
Entering Unmasked Estep 
Score: -22030866.000000 Penalty: 6025.767578
	Iteration 47Q: 3 clusters Score -2.203087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 186462 members 
Entering Unmasked Estep 
Score: -22030848.000000 Penalty: 6025.767578
	Iteration 48Q: 3 clusters Score -2.203085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 186481 members 
Entering Unmasked Estep 
Score: -22030882.000000 Penalty: 6025.767578
	Iteration 49Q: 3 clusters Score -2.203088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 186498 members 
Entering Unmasked Estep 
Score: -22030886.000000 Penalty: 6025.767578
	Iteration 50Q: 3 clusters Score -2.203089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 186514 members 
Entering Unmasked Estep 
Score: -22030900.000000 Penalty: 6025.767578
	Iteration 51Q: 3 clusters Score -2.20309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 186525 members 
Entering Unmasked Estep 
Score: -22030912.000000 Penalty: 6025.767578
	Iteration 52Q: 3 clusters Score -2.203091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 186532 members 
Entering Unmasked Estep 
Score: -22030908.000000 Penalty: 6025.767578
	Iteration 53Q: 3 clusters Score -2.203091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 186537 members 
Entering Unmasked Estep 
Score: -22030904.000000 Penalty: 6025.767578
	Iteration 54Q: 3 clusters Score -2.20309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 186537 members 
Entering Unmasked Estep 
Score: -22030904.000000 Penalty: 6025.767578
	Iteration 55F: 3 clusters Score -2.20309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Entering Unmasked Estep 
Score: -1371371.250000 Penalty: 2325.778809
	Iteration 0F: 2 clusters Score -1371371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1362515.625000 Penalty: 4651.557617
	Iteration 0F: 3 clusters Score -1362516 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1365200.375000 Penalty: 4651.557617
	Iteration 1F: 3 clusters Score -1365200 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1365582.625000 Penalty: 4651.557617
	Iteration 2F: 3 clusters Score -1365583 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1365888.375000 Penalty: 4651.557617
	Iteration 3F: 3 clusters Score -1365888 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1366204.750000 Penalty: 4651.557617
	Iteration 4Q: 3 clusters Score -1366205 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1366549.000000 Penalty: 4651.557617
	Iteration 5Q: 3 clusters Score -1366549 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1366957.125000 Penalty: 4651.557617
	Iteration 6F: 3 clusters Score -1366957 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1367420.375000 Penalty: 4651.557617
	Iteration 7F: 3 clusters Score -1367420 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1367846.125000 Penalty: 4651.557617
	Iteration 8F: 3 clusters Score -1367846 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1368235.125000 Penalty: 4651.557617
	Iteration 9Q: 3 clusters Score -1368235 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1368545.000000 Penalty: 4651.557617
	Iteration 10Q: 3 clusters Score -1368545 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1368751.125000 Penalty: 4651.557617
	Iteration 11Q: 3 clusters Score -1368751 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1368893.250000 Penalty: 4651.557617
	Iteration 12Q: 3 clusters Score -1368893 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1368992.375000 Penalty: 4651.557617
	Iteration 13Q: 3 clusters Score -1368992 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1369061.750000 Penalty: 4651.557617
	Iteration 14Q: 3 clusters Score -1369062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1369107.750000 Penalty: 4651.557617
	Iteration 15Q: 3 clusters Score -1369108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1369150.625000 Penalty: 4651.557617
	Iteration 16Q: 3 clusters Score -1369151 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1369185.250000 Penalty: 4651.557617
	Iteration 17Q: 3 clusters Score -1369185 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1369217.500000 Penalty: 4651.557617
	Iteration 18Q: 3 clusters Score -1369218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1369240.750000 Penalty: 4651.557617
	Iteration 19Q: 3 clusters Score -1369241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1369264.625000 Penalty: 4651.557617
	Iteration 20F: 3 clusters Score -1369265 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1369287.125000 Penalty: 4651.557617
	Iteration 21Q: 3 clusters Score -1369287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1369298.000000 Penalty: 4651.557617
	Iteration 22Q: 3 clusters Score -1369298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1369310.375000 Penalty: 4651.557617
	Iteration 23Q: 3 clusters Score -1369310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1369321.500000 Penalty: 4651.557617
	Iteration 24Q: 3 clusters Score -1369322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1369327.875000 Penalty: 4651.557617
	Iteration 25Q: 3 clusters Score -1369328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1369339.125000 Penalty: 4651.557617
	Iteration 26Q: 3 clusters Score -1369339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1369342.375000 Penalty: 4651.557617
	Iteration 27Q: 3 clusters Score -1369342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1369350.500000 Penalty: 4651.557617
	Iteration 28Q: 3 clusters Score -1369350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1369357.625000 Penalty: 4651.557617
	Iteration 29Q: 3 clusters Score -1369358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1369364.625000 Penalty: 4651.557617
	Iteration 30Q: 3 clusters Score -1369365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1369370.875000 Penalty: 4651.557617
	Iteration 31Q: 3 clusters Score -1369371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1369382.125000 Penalty: 4651.557617
	Iteration 32Q: 3 clusters Score -1369382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1369391.625000 Penalty: 4651.557617
	Iteration 33Q: 3 clusters Score -1369392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1369393.625000 Penalty: 4651.557617
	Iteration 34Q: 3 clusters Score -1369394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1369398.250000 Penalty: 4651.557617
	Iteration 35Q: 3 clusters Score -1369398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1369402.000000 Penalty: 4651.557617
	Iteration 36Q: 3 clusters Score -1369402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1369407.250000 Penalty: 4651.557617
	Iteration 37Q: 3 clusters Score -1369407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1369407.250000 Penalty: 4651.557617
	Iteration 38Q: 3 clusters Score -1369407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1369406.375000 Penalty: 4651.557617
	Iteration 39Q: 3 clusters Score -1369406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1369406.375000 Penalty: 4651.557617
	Iteration 40F: 3 clusters Score -1369406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1369408.875000 Penalty: 4651.557617
	Iteration 41Q: 3 clusters Score -1369409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1369413.000000 Penalty: 4651.557617
	Iteration 42Q: 3 clusters Score -1369413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1369413.625000 Penalty: 4651.557617
	Iteration 43Q: 3 clusters Score -1369414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1369415.625000 Penalty: 4651.557617
	Iteration 44Q: 3 clusters Score -1369416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1369413.625000 Penalty: 4651.557617
	Iteration 45Q: 3 clusters Score -1369414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1369412.750000 Penalty: 4651.557617
	Iteration 46Q: 3 clusters Score -1369413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1369412.125000 Penalty: 4651.557617
	Iteration 47Q: 3 clusters Score -1369412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1369414.125000 Penalty: 4651.557617
	Iteration 48Q: 3 clusters Score -1369414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1369414.125000 Penalty: 4651.557617
	Iteration 49F: 3 clusters Score -1369414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Entering Unmasked Estep 
Score: -5254332.500000 Penalty: 2656.154053
	Iteration 0F: 2 clusters Score -5254332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -5224014.500000 Penalty: 5312.308105
	Iteration 0F: 3 clusters Score -5224014 nChanged 20635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -5235941.000000 Penalty: 5312.308105
	Iteration 1F: 3 clusters Score -5235941 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -5237066.500000 Penalty: 5312.308105
	Iteration 2F: 3 clusters Score -5237066 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -5238598.500000 Penalty: 5312.308105
	Iteration 3F: 3 clusters Score -5238598 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -5240809.500000 Penalty: 5312.308105
	Iteration 4F: 3 clusters Score -5240810 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -5243519.500000 Penalty: 5312.308105
	Iteration 5F: 3 clusters Score -5243520 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -5246220.500000 Penalty: 5312.308105
	Iteration 6F: 3 clusters Score -5246220 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -5248542.500000 Penalty: 5312.308105
	Iteration 7F: 3 clusters Score -5248542 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -5250286.500000 Penalty: 5312.308105
	Iteration 8Q: 3 clusters Score -5250286 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5251207.000000 Penalty: 5312.308105
	Iteration 9Q: 3 clusters Score -5251207 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5251741.000000 Penalty: 5312.308105
	Iteration 10Q: 3 clusters Score -5251741 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5252003.500000 Penalty: 5312.308105
	Iteration 11Q: 3 clusters Score -5252004 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5252201.000000 Penalty: 5312.308105
	Iteration 12Q: 3 clusters Score -5252201 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5252362.000000 Penalty: 5312.308105
	Iteration 13Q: 3 clusters Score -5252362 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5252536.500000 Penalty: 5312.308105
	Iteration 14Q: 3 clusters Score -5252536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5252648.000000 Penalty: 5312.308105
	Iteration 15Q: 3 clusters Score -5252648 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5252721.500000 Penalty: 5312.308105
	Iteration 16Q: 3 clusters Score -5252722 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5252789.500000 Penalty: 5312.308105
	Iteration 17Q: 3 clusters Score -5252790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5252841.000000 Penalty: 5312.308105
	Iteration 18Q: 3 clusters Score -5252841 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5252863.000000 Penalty: 5312.308105
	Iteration 19Q: 3 clusters Score -5252863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5252875.500000 Penalty: 5312.308105
	Iteration 20F: 3 clusters Score -5252876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5252890.500000 Penalty: 5312.308105
	Iteration 21Q: 3 clusters Score -5252890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5252890.500000 Penalty: 5312.308105
	Iteration 22Q: 3 clusters Score -5252890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5252893.500000 Penalty: 5312.308105
	Iteration 23Q: 3 clusters Score -5252894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5252904.000000 Penalty: 5312.308105
	Iteration 24Q: 3 clusters Score -5252904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5252906.000000 Penalty: 5312.308105
	Iteration 25Q: 3 clusters Score -5252906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5252905.500000 Penalty: 5312.308105
	Iteration 26Q: 3 clusters Score -5252906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5252907.000000 Penalty: 5312.308105
	Iteration 27Q: 3 clusters Score -5252907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5252907.000000 Penalty: 5312.308105
	Iteration 28Q: 3 clusters Score -5252907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5252908.500000 Penalty: 5312.308105
	Iteration 29Q: 3 clusters Score -5252908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5252910.500000 Penalty: 5312.308105
	Iteration 30Q: 3 clusters Score -5252910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5252910.500000 Penalty: 5312.308105
	Iteration 31F: 3 clusters Score -5252910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Entering Unmasked Estep 
Score: -1072634.125000 Penalty: 2266.992188
	Iteration 0F: 2 clusters Score -1072634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1065378.625000 Penalty: 4533.984375
	Iteration 0F: 3 clusters Score -1065379 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1067448.125000 Penalty: 4533.984375
	Iteration 1F: 3 clusters Score -1067448 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1067820.375000 Penalty: 4533.984375
	Iteration 2F: 3 clusters Score -1067820 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1068134.500000 Penalty: 4533.984375
	Iteration 3F: 3 clusters Score -1068134 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1068411.125000 Penalty: 4533.984375
	Iteration 4F: 3 clusters Score -1068411 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1068654.125000 Penalty: 4533.984375
	Iteration 5Q: 3 clusters Score -1068654 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1068905.500000 Penalty: 4533.984375
	Iteration 6Q: 3 clusters Score -1068906 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1069127.000000 Penalty: 4533.984375
	Iteration 7Q: 3 clusters Score -1069127 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1069328.000000 Penalty: 4533.984375
	Iteration 8Q: 3 clusters Score -1069328 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1069513.500000 Penalty: 4533.984375
	Iteration 9Q: 3 clusters Score -1069514 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1069664.875000 Penalty: 4533.984375
	Iteration 10Q: 3 clusters Score -1069665 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1069807.500000 Penalty: 4533.984375
	Iteration 11Q: 3 clusters Score -1069808 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1069989.375000 Penalty: 4533.984375
	Iteration 12Q: 3 clusters Score -1069989 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1070172.750000 Penalty: 4533.984375
	Iteration 13Q: 3 clusters Score -1070173 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1070361.375000 Penalty: 4533.984375
	Iteration 14Q: 3 clusters Score -1070361 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1070536.750000 Penalty: 4533.984375
	Iteration 15Q: 3 clusters Score -1070537 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1070683.750000 Penalty: 4533.984375
	Iteration 16Q: 3 clusters Score -1070684 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1070780.625000 Penalty: 4533.984375
	Iteration 17Q: 3 clusters Score -1070781 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1070864.625000 Penalty: 4533.984375
	Iteration 18Q: 3 clusters Score -1070865 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1070934.250000 Penalty: 4533.984375
	Iteration 19Q: 3 clusters Score -1070934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1070989.250000 Penalty: 4533.984375
	Iteration 20F: 3 clusters Score -1070989 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1071037.500000 Penalty: 4533.984375
	Iteration 21Q: 3 clusters Score -1071038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1071084.000000 Penalty: 4533.984375
	Iteration 22Q: 3 clusters Score -1071084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1071127.375000 Penalty: 4533.984375
	Iteration 23Q: 3 clusters Score -1071127 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1071173.750000 Penalty: 4533.984375
	Iteration 24Q: 3 clusters Score -1071174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1071225.250000 Penalty: 4533.984375
	Iteration 25Q: 3 clusters Score -1071225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1071292.375000 Penalty: 4533.984375
	Iteration 26Q: 3 clusters Score -1071292 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1071392.250000 Penalty: 4533.984375
	Iteration 27Q: 3 clusters Score -1071392 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1071545.125000 Penalty: 4533.984375
	Iteration 28Q: 3 clusters Score -1071545 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1071687.125000 Penalty: 4533.984375
	Iteration 29Q: 3 clusters Score -1071687 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1071821.375000 Penalty: 4533.984375
	Iteration 30Q: 3 clusters Score -1071821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1071945.875000 Penalty: 4533.984375
	Iteration 31Q: 3 clusters Score -1071946 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1072032.875000 Penalty: 4533.984375
	Iteration 32Q: 3 clusters Score -1072033 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1072091.125000 Penalty: 4533.984375
	Iteration 33Q: 3 clusters Score -1072091 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1072129.375000 Penalty: 4533.984375
	Iteration 34Q: 3 clusters Score -1072129 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1072154.625000 Penalty: 4533.984375
	Iteration 35Q: 3 clusters Score -1072155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1072171.875000 Penalty: 4533.984375
	Iteration 36Q: 3 clusters Score -1072172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1072189.625000 Penalty: 4533.984375
	Iteration 37Q: 3 clusters Score -1072190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1072206.250000 Penalty: 4533.984375
	Iteration 38Q: 3 clusters Score -1072206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1072216.750000 Penalty: 4533.984375
	Iteration 39Q: 3 clusters Score -1072217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1072228.125000 Penalty: 4533.984375
	Iteration 40F: 3 clusters Score -1072228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1072235.875000 Penalty: 4533.984375
	Iteration 41Q: 3 clusters Score -1072236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1072242.125000 Penalty: 4533.984375
	Iteration 42Q: 3 clusters Score -1072242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1072245.375000 Penalty: 4533.984375
	Iteration 43Q: 3 clusters Score -1072245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1072249.125000 Penalty: 4533.984375
	Iteration 44Q: 3 clusters Score -1072249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1072252.000000 Penalty: 4533.984375
	Iteration 45Q: 3 clusters Score -1072252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1072253.375000 Penalty: 4533.984375
	Iteration 46Q: 3 clusters Score -1072253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1072256.375000 Penalty: 4533.984375
	Iteration 47Q: 3 clusters Score -1072256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1072259.000000 Penalty: 4533.984375
	Iteration 48Q: 3 clusters Score -1072259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1072258.375000 Penalty: 4533.984375
	Iteration 49Q: 3 clusters Score -1072258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1072259.000000 Penalty: 4533.984375
	Iteration 50Q: 3 clusters Score -1072259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1072259.000000 Penalty: 4533.984375
	Iteration 51F: 3 clusters Score -1072259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Entering Unmasked Estep 
Score: -2207792.500000 Penalty: 2442.808350
	Iteration 0F: 2 clusters Score -2207792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2194478.000000 Penalty: 4885.616699
	Iteration 0F: 3 clusters Score -2194478 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2199227.500000 Penalty: 4885.616699
	Iteration 1F: 3 clusters Score -2199228 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2200024.250000 Penalty: 4885.616699
	Iteration 2F: 3 clusters Score -2200024 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2201035.000000 Penalty: 4885.616699
	Iteration 3F: 3 clusters Score -2201035 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2202075.250000 Penalty: 4885.616699
	Iteration 4F: 3 clusters Score -2202075 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2203036.250000 Penalty: 4885.616699
	Iteration 5F: 3 clusters Score -2203036 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2203734.250000 Penalty: 4885.616699
	Iteration 6F: 3 clusters Score -2203734 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2204208.250000 Penalty: 4885.616699
	Iteration 7Q: 3 clusters Score -2204208 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2204611.750000 Penalty: 4885.616699
	Iteration 8Q: 3 clusters Score -2204612 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2204966.500000 Penalty: 4885.616699
	Iteration 9Q: 3 clusters Score -2204966 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2205331.000000 Penalty: 4885.616699
	Iteration 10Q: 3 clusters Score -2205331 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2205664.750000 Penalty: 4885.616699
	Iteration 11Q: 3 clusters Score -2205665 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2205929.500000 Penalty: 4885.616699
	Iteration 12Q: 3 clusters Score -2205930 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2206158.000000 Penalty: 4885.616699
	Iteration 13Q: 3 clusters Score -2206158 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2206360.000000 Penalty: 4885.616699
	Iteration 14Q: 3 clusters Score -2206360 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2206501.500000 Penalty: 4885.616699
	Iteration 15Q: 3 clusters Score -2206502 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2206593.500000 Penalty: 4885.616699
	Iteration 16Q: 3 clusters Score -2206594 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2206648.500000 Penalty: 4885.616699
	Iteration 17Q: 3 clusters Score -2206648 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2206676.500000 Penalty: 4885.616699
	Iteration 18Q: 3 clusters Score -2206676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2206695.500000 Penalty: 4885.616699
	Iteration 19Q: 3 clusters Score -2206696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2206707.500000 Penalty: 4885.616699
	Iteration 20F: 3 clusters Score -2206708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2206713.250000 Penalty: 4885.616699
	Iteration 21Q: 3 clusters Score -2206713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2206715.000000 Penalty: 4885.616699
	Iteration 22Q: 3 clusters Score -2206715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2206713.750000 Penalty: 4885.616699
	Iteration 23Q: 3 clusters Score -2206714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2206715.250000 Penalty: 4885.616699
	Iteration 24Q: 3 clusters Score -2206715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2206717.750000 Penalty: 4885.616699
	Iteration 25Q: 3 clusters Score -2206718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2206715.750000 Penalty: 4885.616699
	Iteration 26Q: 3 clusters Score -2206716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2206717.000000 Penalty: 4885.616699
	Iteration 27Q: 3 clusters Score -2206717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2206717.000000 Penalty: 4885.616699
	Iteration 28F: 3 clusters Score -2206717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Entering Unmasked Estep 
Score: -944446.062500 Penalty: 2229.567627
	Iteration 0F: 2 clusters Score -944446.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -937982.562500 Penalty: 4459.135254
	Iteration 0F: 3 clusters Score -937982.6 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -939753.000000 Penalty: 4459.135254
	Iteration 1F: 3 clusters Score -939753 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -940037.125000 Penalty: 4459.135254
	Iteration 2F: 3 clusters Score -940037.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -940251.187500 Penalty: 4459.135254
	Iteration 3F: 3 clusters Score -940251.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -940388.125000 Penalty: 4459.135254
	Iteration 4Q: 3 clusters Score -940388.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -940503.875000 Penalty: 4459.135254
	Iteration 5Q: 3 clusters Score -940503.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -940629.187500 Penalty: 4459.135254
	Iteration 6Q: 3 clusters Score -940629.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -940764.812500 Penalty: 4459.135254
	Iteration 7Q: 3 clusters Score -940764.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -940882.750000 Penalty: 4459.135254
	Iteration 8Q: 3 clusters Score -940882.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -941013.937500 Penalty: 4459.135254
	Iteration 9Q: 3 clusters Score -941013.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -941146.062500 Penalty: 4459.135254
	Iteration 10Q: 3 clusters Score -941146.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -941282.187500 Penalty: 4459.135254
	Iteration 11Q: 3 clusters Score -941282.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -941422.937500 Penalty: 4459.135254
	Iteration 12Q: 3 clusters Score -941422.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -941555.312500 Penalty: 4459.135254
	Iteration 13Q: 3 clusters Score -941555.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -941686.000000 Penalty: 4459.135254
	Iteration 14Q: 3 clusters Score -941686 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -941820.125000 Penalty: 4459.135254
	Iteration 15Q: 3 clusters Score -941820.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -941942.250000 Penalty: 4459.135254
	Iteration 16Q: 3 clusters Score -941942.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -942059.562500 Penalty: 4459.135254
	Iteration 17Q: 3 clusters Score -942059.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -942158.000000 Penalty: 4459.135254
	Iteration 18Q: 3 clusters Score -942158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -942269.187500 Penalty: 4459.135254
	Iteration 19Q: 3 clusters Score -942269.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -942358.187500 Penalty: 4459.135254
	Iteration 20F: 3 clusters Score -942358.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -942419.750000 Penalty: 4459.135254
	Iteration 21Q: 3 clusters Score -942419.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -942468.250000 Penalty: 4459.135254
	Iteration 22Q: 3 clusters Score -942468.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -942501.875000 Penalty: 4459.135254
	Iteration 23Q: 3 clusters Score -942501.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -942520.375000 Penalty: 4459.135254
	Iteration 24Q: 3 clusters Score -942520.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -942527.500000 Penalty: 4459.135254
	Iteration 25Q: 3 clusters Score -942527.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -942535.312500 Penalty: 4459.135254
	Iteration 26Q: 3 clusters Score -942535.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -942540.562500 Penalty: 4459.135254
	Iteration 27Q: 3 clusters Score -942540.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -942543.750000 Penalty: 4459.135254
	Iteration 28Q: 3 clusters Score -942543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -942548.750000 Penalty: 4459.135254
	Iteration 29Q: 3 clusters Score -942548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -942551.375000 Penalty: 4459.135254
	Iteration 30Q: 3 clusters Score -942551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -942554.562500 Penalty: 4459.135254
	Iteration 31Q: 3 clusters Score -942554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -942556.500000 Penalty: 4459.135254
	Iteration 32Q: 3 clusters Score -942556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -942557.625000 Penalty: 4459.135254
	Iteration 33Q: 3 clusters Score -942557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -942564.250000 Penalty: 4459.135254
	Iteration 34Q: 3 clusters Score -942564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -942568.437500 Penalty: 4459.135254
	Iteration 35Q: 3 clusters Score -942568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -942569.375000 Penalty: 4459.135254
	Iteration 36Q: 3 clusters Score -942569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -942569.000000 Penalty: 4459.135254
	Iteration 37Q: 3 clusters Score -942569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -942571.062500 Penalty: 4459.135254
	Iteration 38Q: 3 clusters Score -942571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -942571.062500 Penalty: 4459.135254
	Iteration 39F: 3 clusters Score -942571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Entering Unmasked Estep 
Score: -4368372.500000 Penalty: 2610.992432
	Iteration 0F: 2 clusters Score -4368372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -4343045.000000 Penalty: 5221.984863
	Iteration 0F: 3 clusters Score -4343045 nChanged 16954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4352406.500000 Penalty: 5221.984863
	Iteration 1F: 3 clusters Score -4352406 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4353184.500000 Penalty: 5221.984863
	Iteration 2F: 3 clusters Score -4353184 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -4354154.000000 Penalty: 5221.984863
	Iteration 3F: 3 clusters Score -4354154 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4355333.500000 Penalty: 5221.984863
	Iteration 4F: 3 clusters Score -4355334 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -4356680.000000 Penalty: 5221.984863
	Iteration 5F: 3 clusters Score -4356680 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -4358047.000000 Penalty: 5221.984863
	Iteration 6F: 3 clusters Score -4358047 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4359456.000000 Penalty: 5221.984863
	Iteration 7F: 3 clusters Score -4359456 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4360796.500000 Penalty: 5221.984863
	Iteration 8F: 3 clusters Score -4360796 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4361868.500000 Penalty: 5221.984863
	Iteration 9F: 3 clusters Score -4361868 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4362551.000000 Penalty: 5221.984863
	Iteration 10Q: 3 clusters Score -4362551 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4362922.500000 Penalty: 5221.984863
	Iteration 11Q: 3 clusters Score -4362922 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4363139.500000 Penalty: 5221.984863
	Iteration 12Q: 3 clusters Score -4363140 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4363285.500000 Penalty: 5221.984863
	Iteration 13Q: 3 clusters Score -4363286 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4363390.000000 Penalty: 5221.984863
	Iteration 14Q: 3 clusters Score -4363390 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4363491.500000 Penalty: 5221.984863
	Iteration 15Q: 3 clusters Score -4363492 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4363572.000000 Penalty: 5221.984863
	Iteration 16Q: 3 clusters Score -4363572 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4363661.000000 Penalty: 5221.984863
	Iteration 17Q: 3 clusters Score -4363661 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4363744.000000 Penalty: 5221.984863
	Iteration 18Q: 3 clusters Score -4363744 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4363833.500000 Penalty: 5221.984863
	Iteration 19Q: 3 clusters Score -4363834 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4363920.500000 Penalty: 5221.984863
	Iteration 20F: 3 clusters Score -4363920 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4363994.000000 Penalty: 5221.984863
	Iteration 21Q: 3 clusters Score -4363994 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -4364060.000000 Penalty: 5221.984863
	Iteration 22Q: 3 clusters Score -4364060 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4364121.000000 Penalty: 5221.984863
	Iteration 23Q: 3 clusters Score -4364121 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -4364153.000000 Penalty: 5221.984863
	Iteration 24Q: 3 clusters Score -4364153 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4364183.000000 Penalty: 5221.984863
	Iteration 25Q: 3 clusters Score -4364183 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4364206.000000 Penalty: 5221.984863
	Iteration 26Q: 3 clusters Score -4364206 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4364220.500000 Penalty: 5221.984863
	Iteration 27Q: 3 clusters Score -4364220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4364247.000000 Penalty: 5221.984863
	Iteration 28Q: 3 clusters Score -4364247 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -4364259.500000 Penalty: 5221.984863
	Iteration 29Q: 3 clusters Score -4364260 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4364270.500000 Penalty: 5221.984863
	Iteration 30Q: 3 clusters Score -4364270 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4364276.500000 Penalty: 5221.984863
	Iteration 31Q: 3 clusters Score -4364276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4364278.000000 Penalty: 5221.984863
	Iteration 32Q: 3 clusters Score -4364278 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4364313.500000 Penalty: 5221.984863
	Iteration 33Q: 3 clusters Score -4364314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4364316.000000 Penalty: 5221.984863
	Iteration 34Q: 3 clusters Score -4364316 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -4364327.000000 Penalty: 5221.984863
	Iteration 35Q: 3 clusters Score -4364327 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4364344.000000 Penalty: 5221.984863
	Iteration 36Q: 3 clusters Score -4364344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -4364356.500000 Penalty: 5221.984863
	Iteration 37Q: 3 clusters Score -4364356 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4364359.000000 Penalty: 5221.984863
	Iteration 38Q: 3 clusters Score -4364359 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4364360.000000 Penalty: 5221.984863
	Iteration 39Q: 3 clusters Score -4364360 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -4364383.500000 Penalty: 5221.984863
	Iteration 40F: 3 clusters Score -4364384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4364404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4364408 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4364422 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4364428 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4364452 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4364480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4364492 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4364503 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4364507 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4364524 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4364548 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4364572 nChanged 140
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Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4364588 nChanged 155
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Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4364602 nChanged 178
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Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4364636 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4364662 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4364690 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4364714 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4364724 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4364750 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4364770 nChanged 188
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Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4364799 nChanged 199
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Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4364848 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4364878 nChanged 197
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Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4364902 nChanged 198
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Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4364930 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4364964 nChanged 192
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Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4365010 nChanged 169
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Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4365010 nChanged 157
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Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4365030 nChanged 157
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Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4365072 nChanged 151
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Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4365104 nChanged 155
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Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4365125 nChanged 149
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Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4365163 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4365183 nChanged 172
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Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4365205 nChanged 170
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Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4365247 nChanged 175
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Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4365292 nChanged 196
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Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4365328 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4365352 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4365384 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4365399 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4365416 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4365434 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4365462 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4365499 nChanged 152
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Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4365529 nChanged 152
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Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4365554 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4365590 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4365600 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4365633 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4365644 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4365681 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4365719 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4365754 nChanged 151
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Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4365790 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4365821 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30828 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4365852 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4365860 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4365887 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4365913.500000 Penalty: 5221.984863
	Iteration 102Q: 3 clusters Score -4365914 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4365930 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4365975 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4365980 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4365986 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31793 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4366012 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4366033 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32032 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4366058 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 5218 members 
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	Iteration 110Q: 3 clusters Score -4366098 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4366122 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32327 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4366150 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32404 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4366164 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32484 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4366176 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32566 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4366212 nChanged 86
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	Iteration 116Q: 3 clusters Score -4366212 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32740 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4366224 nChanged 91
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4366242 nChanged 87
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Mstep: Class 1 contains 32918 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4366262 nChanged 81
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Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4366278 nChanged 70
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Mstep: Class 1 contains 33067 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4366274 nChanged 79
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Mstep: Class 1 contains 33146 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4366281 nChanged 87
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Mstep: Class 1 contains 33231 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4366309 nChanged 90
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Mstep: Class 1 contains 33321 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4366338 nChanged 80
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Mstep: Class 1 contains 33401 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4366360 nChanged 76
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Mstep: Class 1 contains 33475 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4366388 nChanged 94
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Mstep: Class 1 contains 33567 members 
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Entering Unmasked Estep 
Score: -4366395.000000 Penalty: 5221.984863
	Iteration 127Q: 3 clusters Score -4366395 nChanged 81
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Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4366410.500000 Penalty: 5221.984863
	Iteration 128Q: 3 clusters Score -4366410 nChanged 92
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Mstep: Class 1 contains 33736 members 
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Entering Unmasked Estep 
Score: -4366447.500000 Penalty: 5221.984863
	Iteration 129Q: 3 clusters Score -4366448 nChanged 85
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Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4366461 nChanged 83
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Mstep: Class 1 contains 33898 members 
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Entering Unmasked Estep 
Score: -4366485.500000 Penalty: 5221.984863
	Iteration 131Q: 3 clusters Score -4366486 nChanged 83
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Mstep: Class 1 contains 33979 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4366510 nChanged 63
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Entering Unmasked Estep 
Score: -4366517.000000 Penalty: 5221.984863
	Iteration 133Q: 3 clusters Score -4366517 nChanged 54
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Entering Unmasked Estep 
Score: -4366532.000000 Penalty: 5221.984863
	Iteration 134Q: 3 clusters Score -4366532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4366535.500000 Penalty: 5221.984863
	Iteration 135Q: 3 clusters Score -4366536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4366544.500000 Penalty: 5221.984863
	Iteration 136Q: 3 clusters Score -4366544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4366551.500000 Penalty: 5221.984863
	Iteration 137Q: 3 clusters Score -4366552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4366557.500000 Penalty: 5221.984863
	Iteration 138Q: 3 clusters Score -4366558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4366568.500000 Penalty: 5221.984863
	Iteration 139Q: 3 clusters Score -4366568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4366581.500000 Penalty: 5221.984863
	Iteration 140F: 3 clusters Score -4366582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4366593.000000 Penalty: 5221.984863
	Iteration 141Q: 3 clusters Score -4366593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4366593.000000 Penalty: 5221.984863
	Iteration 142Q: 3 clusters Score -4366593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4366608.000000 Penalty: 5221.984863
	Iteration 143Q: 3 clusters Score -4366608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4366606.500000 Penalty: 5221.984863
	Iteration 144Q: 3 clusters Score -4366606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4366615.000000 Penalty: 5221.984863
	Iteration 145Q: 3 clusters Score -4366615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4366629.000000 Penalty: 5221.984863
	Iteration 146Q: 3 clusters Score -4366629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4366630.500000 Penalty: 5221.984863
	Iteration 147Q: 3 clusters Score -4366630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4366641.000000 Penalty: 5221.984863
	Iteration 148Q: 3 clusters Score -4366641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4366658.500000 Penalty: 5221.984863
	Iteration 149Q: 3 clusters Score -4366658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4366680.500000 Penalty: 5221.984863
	Iteration 150Q: 3 clusters Score -4366680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4366685.500000 Penalty: 5221.984863
	Iteration 151Q: 3 clusters Score -4366686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4366695.500000 Penalty: 5221.984863
	Iteration 152Q: 3 clusters Score -4366696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4366697.500000 Penalty: 5221.984863
	Iteration 153Q: 3 clusters Score -4366698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4366691.500000 Penalty: 5221.984863
	Iteration 154Q: 3 clusters Score -4366692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4366699.000000 Penalty: 5221.984863
	Iteration 155Q: 3 clusters Score -4366699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4366698.000000 Penalty: 5221.984863
	Iteration 156Q: 3 clusters Score -4366698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4366712.000000 Penalty: 5221.984863
	Iteration 157Q: 3 clusters Score -4366712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4366722.500000 Penalty: 5221.984863
	Iteration 158Q: 3 clusters Score -4366722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4366739.000000 Penalty: 5221.984863
	Iteration 159Q: 3 clusters Score -4366739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4366750.500000 Penalty: 5221.984863
	Iteration 160F: 3 clusters Score -4366750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4366763.000000 Penalty: 5221.984863
	Iteration 161Q: 3 clusters Score -4366763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4366782.000000 Penalty: 5221.984863
	Iteration 162Q: 3 clusters Score -4366782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4366796.500000 Penalty: 5221.984863
	Iteration 163Q: 3 clusters Score -4366796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4366810.500000 Penalty: 5221.984863
	Iteration 164Q: 3 clusters Score -4366810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4366833.000000 Penalty: 5221.984863
	Iteration 165Q: 3 clusters Score -4366833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4366839.500000 Penalty: 5221.984863
	Iteration 166Q: 3 clusters Score -4366840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4366852.500000 Penalty: 5221.984863
	Iteration 167Q: 3 clusters Score -4366852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4366870.000000 Penalty: 5221.984863
	Iteration 168Q: 3 clusters Score -4366870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4366892.000000 Penalty: 5221.984863
	Iteration 169Q: 3 clusters Score -4366892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4366915.500000 Penalty: 5221.984863
	Iteration 170Q: 3 clusters Score -4366916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4366947.000000 Penalty: 5221.984863
	Iteration 171Q: 3 clusters Score -4366947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4366985.500000 Penalty: 5221.984863
	Iteration 172Q: 3 clusters Score -4366986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4367040.000000 Penalty: 5221.984863
	Iteration 173Q: 3 clusters Score -4367040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4367095.500000 Penalty: 5221.984863
	Iteration 174Q: 3 clusters Score -4367096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4367165.000000 Penalty: 5221.984863
	Iteration 175Q: 3 clusters Score -4367165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4367222.500000 Penalty: 5221.984863
	Iteration 176Q: 3 clusters Score -4367222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4367284.000000 Penalty: 5221.984863
	Iteration 177Q: 3 clusters Score -4367284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4367313.500000 Penalty: 5221.984863
	Iteration 178Q: 3 clusters Score -4367314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4367336.500000 Penalty: 5221.984863
	Iteration 179Q: 3 clusters Score -4367336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4367360.000000 Penalty: 5221.984863
	Iteration 180F: 3 clusters Score -4367360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4367371.500000 Penalty: 5221.984863
	Iteration 181Q: 3 clusters Score -4367372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4367387.500000 Penalty: 5221.984863
	Iteration 182Q: 3 clusters Score -4367388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4367397.000000 Penalty: 5221.984863
	Iteration 183Q: 3 clusters Score -4367397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4367392.500000 Penalty: 5221.984863
	Iteration 184Q: 3 clusters Score -4367392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4367402.500000 Penalty: 5221.984863
	Iteration 185Q: 3 clusters Score -4367402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4367405.000000 Penalty: 5221.984863
	Iteration 186Q: 3 clusters Score -4367405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4367400.000000 Penalty: 5221.984863
	Iteration 187Q: 3 clusters Score -4367400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4367401.500000 Penalty: 5221.984863
	Iteration 188Q: 3 clusters Score -4367402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4367401.500000 Penalty: 5221.984863
	Iteration 189Q: 3 clusters Score -4367402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4367402.000000 Penalty: 5221.984863
	Iteration 190Q: 3 clusters Score -4367402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4367402.000000 Penalty: 5221.984863
	Iteration 191F: 3 clusters Score -4367402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -110243.968750 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -110244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108515.859375 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -108515.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -108972.359375 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -108972.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109242.593750 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -109242.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109535.531250 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -109535.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109831.671875 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -109831.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110033.593750 Penalty: 3301.736328
	Iteration 5F: 3 clusters Score -110033.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110116.554688 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -110116.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110185.750000 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -110185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -110204.789062 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -110204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -110226.289062 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -110226.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110259.664062 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -110259.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110284.359375 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -110284.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110311.867188 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -110311.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110337.632812 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -110337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110365.679688 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -110365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110377.921875 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -110377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110387.757812 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -110387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110390.625000 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -110390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110390.625000 Penalty: 3301.736328
	Iteration 18F: 3 clusters Score -110390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18369 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 28091 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21694 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 9385 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 26019 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188853 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 44815 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 18959 members 
Mstep: Class 25 contains 8024 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 10149 members 
Mstep: Class 29 contains 169680 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39383 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 11833 members 
Mstep: Class 36 contains 2411 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6492 members 
Mstep: Class 43 contains 5626 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10761 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18291 members 
Mstep: Class 55 contains 184057 members 
Mstep: Class 56 contains 25548 members 
Mstep: Class 57 contains 5214 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8967 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 420 members 
Entering Unmasked Estep 
Score: -133766656.000000 Penalty: 253084.625000
Splitting cluster 27 changes total score from -133768432.000000 to -133766656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (10149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Entering Unmasked Estep 
Score: -1174006.875000 Penalty: 2287.832275
	Iteration 0F: 2 clusters Score -1174007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1166241.500000 Penalty: 4575.664551
	Iteration 0F: 3 clusters Score -1166242 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1168489.875000 Penalty: 4575.664551
	Iteration 1F: 3 clusters Score -1168490 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1168810.625000 Penalty: 4575.664551
	Iteration 2F: 3 clusters Score -1168811 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1169070.500000 Penalty: 4575.664551
	Iteration 3Q: 3 clusters Score -1169070 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1169297.000000 Penalty: 4575.664551
	Iteration 4Q: 3 clusters Score -1169297 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1169489.625000 Penalty: 4575.664551
	Iteration 5Q: 3 clusters Score -1169490 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1169655.125000 Penalty: 4575.664551
	Iteration 6Q: 3 clusters Score -1169655 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1169801.000000 Penalty: 4575.664551
	Iteration 7Q: 3 clusters Score -1169801 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1169929.375000 Penalty: 4575.664551
	Iteration 8Q: 3 clusters Score -1169929 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1170068.250000 Penalty: 4575.664551
	Iteration 9Q: 3 clusters Score -1170068 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1170222.125000 Penalty: 4575.664551
	Iteration 10Q: 3 clusters Score -1170222 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1170360.125000 Penalty: 4575.664551
	Iteration 11Q: 3 clusters Score -1170360 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1170497.250000 Penalty: 4575.664551
	Iteration 12Q: 3 clusters Score -1170497 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1170644.125000 Penalty: 4575.664551
	Iteration 13Q: 3 clusters Score -1170644 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1170775.125000 Penalty: 4575.664551
	Iteration 14Q: 3 clusters Score -1170775 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1170926.750000 Penalty: 4575.664551
	Iteration 15Q: 3 clusters Score -1170927 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1171083.375000 Penalty: 4575.664551
	Iteration 16Q: 3 clusters Score -1171083 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1171244.125000 Penalty: 4575.664551
	Iteration 17Q: 3 clusters Score -1171244 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1171394.750000 Penalty: 4575.664551
	Iteration 18Q: 3 clusters Score -1171395 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1171499.125000 Penalty: 4575.664551
	Iteration 19Q: 3 clusters Score -1171499 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1171565.250000 Penalty: 4575.664551
	Iteration 20F: 3 clusters Score -1171565 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1171639.375000 Penalty: 4575.664551
	Iteration 21Q: 3 clusters Score -1171639 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1171708.500000 Penalty: 4575.664551
	Iteration 22Q: 3 clusters Score -1171708 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1171769.625000 Penalty: 4575.664551
	Iteration 23Q: 3 clusters Score -1171770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1171812.750000 Penalty: 4575.664551
	Iteration 24Q: 3 clusters Score -1171813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1171845.250000 Penalty: 4575.664551
	Iteration 25Q: 3 clusters Score -1171845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1171867.125000 Penalty: 4575.664551
	Iteration 26Q: 3 clusters Score -1171867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1171884.875000 Penalty: 4575.664551
	Iteration 27Q: 3 clusters Score -1171885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1171905.000000 Penalty: 4575.664551
	Iteration 28Q: 3 clusters Score -1171905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1171927.000000 Penalty: 4575.664551
	Iteration 29Q: 3 clusters Score -1171927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1171952.250000 Penalty: 4575.664551
	Iteration 30Q: 3 clusters Score -1171952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1171980.625000 Penalty: 4575.664551
	Iteration 31Q: 3 clusters Score -1171981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1171993.500000 Penalty: 4575.664551
	Iteration 32Q: 3 clusters Score -1171994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1172010.875000 Penalty: 4575.664551
	Iteration 33Q: 3 clusters Score -1172011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1172022.000000 Penalty: 4575.664551
	Iteration 34Q: 3 clusters Score -1172022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1172029.750000 Penalty: 4575.664551
	Iteration 35Q: 3 clusters Score -1172030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1172033.000000 Penalty: 4575.664551
	Iteration 36Q: 3 clusters Score -1172033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1172037.375000 Penalty: 4575.664551
	Iteration 37Q: 3 clusters Score -1172037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1172042.875000 Penalty: 4575.664551
	Iteration 38Q: 3 clusters Score -1172043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1172043.750000 Penalty: 4575.664551
	Iteration 39Q: 3 clusters Score -1172044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1172046.625000 Penalty: 4575.664551
	Iteration 40F: 3 clusters Score -1172047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1172049.750000 Penalty: 4575.664551
	Iteration 41Q: 3 clusters Score -1172050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1172051.500000 Penalty: 4575.664551
	Iteration 42Q: 3 clusters Score -1172052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1172053.250000 Penalty: 4575.664551
	Iteration 43Q: 3 clusters Score -1172053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1172055.500000 Penalty: 4575.664551
	Iteration 44Q: 3 clusters Score -1172056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1172059.000000 Penalty: 4575.664551
	Iteration 45Q: 3 clusters Score -1172059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1172063.125000 Penalty: 4575.664551
	Iteration 46Q: 3 clusters Score -1172063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1172067.000000 Penalty: 4575.664551
	Iteration 47Q: 3 clusters Score -1172067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1172071.250000 Penalty: 4575.664551
	Iteration 48Q: 3 clusters Score -1172071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1172075.250000 Penalty: 4575.664551
	Iteration 49Q: 3 clusters Score -1172075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1172079.500000 Penalty: 4575.664551
	Iteration 50Q: 3 clusters Score -1172080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1172080.250000 Penalty: 4575.664551
	Iteration 51Q: 3 clusters Score -1172080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1172079.625000 Penalty: 4575.664551
	Iteration 52Q: 3 clusters Score -1172080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1172079.250000 Penalty: 4575.664551
	Iteration 53Q: 3 clusters Score -1172079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1172079.250000 Penalty: 4575.664551
	Iteration 54F: 3 clusters Score -1172079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (169680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169680 members 
Entering Unmasked Estep 
Score: -20050554.000000 Penalty: 2986.334229
	Iteration 0F: 2 clusters Score -2.005055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -19937546.000000 Penalty: 5972.668457
	Iteration 0F: 3 clusters Score -1.993755e+07 nChanged 81622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90226 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -19985194.000000 Penalty: 5972.668457
	Iteration 1F: 3 clusters Score -1.998519e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -19986650.000000 Penalty: 5972.668457
	Iteration 2Q: 3 clusters Score -1.998665e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -19988494.000000 Penalty: 5972.668457
	Iteration 3Q: 3 clusters Score -1.998849e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -19992052.000000 Penalty: 5972.668457
	Iteration 4Q: 3 clusters Score -1.999205e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -19998454.000000 Penalty: 5972.668457
	Iteration 5F: 3 clusters Score -1.999845e+07 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129002 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -20009518.000000 Penalty: 5972.668457
	Iteration 6F: 3 clusters Score -2.000952e+07 nChanged 15623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144595 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -20024216.000000 Penalty: 5972.668457
	Iteration 7F: 3 clusters Score -2.002422e+07 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157811 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -20037512.000000 Penalty: 5972.668457
	Iteration 8F: 3 clusters Score -2.003751e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165213 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -20044598.000000 Penalty: 5972.668457
	Iteration 9Q: 3 clusters Score -2.00446e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168006 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -20046932.000000 Penalty: 5972.668457
	Iteration 10Q: 3 clusters Score -2.004693e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168846 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -20047554.000000 Penalty: 5972.668457
	Iteration 11Q: 3 clusters Score -2.004755e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169099 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -20047770.000000 Penalty: 5972.668457
	Iteration 12Q: 3 clusters Score -2.004777e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169193 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -20047888.000000 Penalty: 5972.668457
	Iteration 13Q: 3 clusters Score -2.004789e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169241 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20047934.000000 Penalty: 5972.668457
	Iteration 14Q: 3 clusters Score -2.004793e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169272 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20047980.000000 Penalty: 5972.668457
	Iteration 15Q: 3 clusters Score -2.004798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169279 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20048004.000000 Penalty: 5972.668457
	Iteration 16Q: 3 clusters Score -2.0048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20047988.000000 Penalty: 5972.668457
	Iteration 17Q: 3 clusters Score -2.004799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169286 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -20048000.000000 Penalty: 5972.668457
	Iteration 18Q: 3 clusters Score -2.0048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169289 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20048018.000000 Penalty: 5972.668457
	Iteration 19Q: 3 clusters Score -2.004802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169292 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20048022.000000 Penalty: 5972.668457
	Iteration 20F: 3 clusters Score -2.004802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20048030.000000 Penalty: 5972.668457
	Iteration 21Q: 3 clusters Score -2.004803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169294 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20048030.000000 Penalty: 5972.668457
	Iteration 22Q: 3 clusters Score -2.004803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169296 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20048032.000000 Penalty: 5972.668457
	Iteration 23Q: 3 clusters Score -2.004803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169296 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20048032.000000 Penalty: 5972.668457
	Iteration 24F: 3 clusters Score -2.004803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -26027.810547 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -26027.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24776.138672 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -24776.14 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25121.125000 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -25121.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25238.896484 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -25238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25257.500000 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -25257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25297.126953 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -25297.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25343.658203 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -25343.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25369.439453 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -25369.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25381.484375 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -25381.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25384.583984 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -25384.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25385.865234 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -25385.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25390.427734 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -25390.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25395.160156 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -25395.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25399.705078 Penalty: 2975.472656
	Iteration 12Q: 3 clusters Score -25399.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25435.078125 Penalty: 2975.472656
	Iteration 13Q: 3 clusters Score -25435.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25459.591797 Penalty: 2975.472656
	Iteration 14Q: 3 clusters Score -25459.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25478.566406 Penalty: 2975.472656
	Iteration 15Q: 3 clusters Score -25478.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25519.974609 Penalty: 2975.472656
	Iteration 16Q: 3 clusters Score -25519.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25550.078125 Penalty: 2975.472656
	Iteration 17Q: 3 clusters Score -25550.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25608.947266 Penalty: 2975.472656
	Iteration 18Q: 3 clusters Score -25608.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25614.591797 Penalty: 2975.472656
	Iteration 19Q: 3 clusters Score -25614.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25667.755859 Penalty: 2975.472656
	Iteration 20F: 3 clusters Score -25667.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25689.306641 Penalty: 2975.472656
	Iteration 21Q: 3 clusters Score -25689.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25709.566406 Penalty: 2975.472656
	Iteration 22Q: 3 clusters Score -25709.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25716.589844 Penalty: 2975.472656
	Iteration 23Q: 3 clusters Score -25716.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25722.031250 Penalty: 2975.472656
	Iteration 24Q: 3 clusters Score -25722.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25727.525391 Penalty: 2975.472656
	Iteration 25Q: 3 clusters Score -25727.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25727.525391 Penalty: 2975.472656
	Iteration 26F: 3 clusters Score -25727.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Entering Unmasked Estep 
Score: -503314.656250 Penalty: 2082.022217
	Iteration 0F: 2 clusters Score -503314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -499127.500000 Penalty: 4164.044434
	Iteration 0F: 3 clusters Score -499127.5 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -500081.906250 Penalty: 4164.044434
	Iteration 1F: 3 clusters Score -500081.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -500282.125000 Penalty: 4164.044434
	Iteration 2F: 3 clusters Score -500282.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -500407.468750 Penalty: 4164.044434
	Iteration 3Q: 3 clusters Score -500407.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -500510.281250 Penalty: 4164.044434
	Iteration 4Q: 3 clusters Score -500510.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -500604.656250 Penalty: 4164.044434
	Iteration 5Q: 3 clusters Score -500604.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -500676.125000 Penalty: 4164.044434
	Iteration 6Q: 3 clusters Score -500676.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -500762.125000 Penalty: 4164.044434
	Iteration 7Q: 3 clusters Score -500762.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -500851.843750 Penalty: 4164.044434
	Iteration 8Q: 3 clusters Score -500851.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -500951.000000 Penalty: 4164.044434
	Iteration 9Q: 3 clusters Score -500951 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -501061.750000 Penalty: 4164.044434
	Iteration 10Q: 3 clusters Score -501061.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -501168.187500 Penalty: 4164.044434
	Iteration 11Q: 3 clusters Score -501168.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -501264.406250 Penalty: 4164.044434
	Iteration 12Q: 3 clusters Score -501264.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -501356.625000 Penalty: 4164.044434
	Iteration 13Q: 3 clusters Score -501356.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -501439.812500 Penalty: 4164.044434
	Iteration 14Q: 3 clusters Score -501439.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -501496.187500 Penalty: 4164.044434
	Iteration 15Q: 3 clusters Score -501496.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -501546.843750 Penalty: 4164.044434
	Iteration 16Q: 3 clusters Score -501546.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -501590.406250 Penalty: 4164.044434
	Iteration 17Q: 3 clusters Score -501590.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -501625.062500 Penalty: 4164.044434
	Iteration 18Q: 3 clusters Score -501625.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -501651.718750 Penalty: 4164.044434
	Iteration 19Q: 3 clusters Score -501651.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -501667.281250 Penalty: 4164.044434
	Iteration 20F: 3 clusters Score -501667.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -501679.312500 Penalty: 4164.044434
	Iteration 21Q: 3 clusters Score -501679.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -501686.625000 Penalty: 4164.044434
	Iteration 22Q: 3 clusters Score -501686.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -501691.250000 Penalty: 4164.044434
	Iteration 23Q: 3 clusters Score -501691.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -501693.718750 Penalty: 4164.044434
	Iteration 24Q: 3 clusters Score -501693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -501695.500000 Penalty: 4164.044434
	Iteration 25Q: 3 clusters Score -501695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -501697.031250 Penalty: 4164.044434
	Iteration 26Q: 3 clusters Score -501697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -501698.812500 Penalty: 4164.044434
	Iteration 27Q: 3 clusters Score -501698.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -501702.125000 Penalty: 4164.044434
	Iteration 28Q: 3 clusters Score -501702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -501705.875000 Penalty: 4164.044434
	Iteration 29Q: 3 clusters Score -501705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -501709.187500 Penalty: 4164.044434
	Iteration 30Q: 3 clusters Score -501709.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -501711.156250 Penalty: 4164.044434
	Iteration 31Q: 3 clusters Score -501711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -501714.343750 Penalty: 4164.044434
	Iteration 32Q: 3 clusters Score -501714.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -501716.656250 Penalty: 4164.044434
	Iteration 33Q: 3 clusters Score -501716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -501718.687500 Penalty: 4164.044434
	Iteration 34Q: 3 clusters Score -501718.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -501721.468750 Penalty: 4164.044434
	Iteration 35Q: 3 clusters Score -501721.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -501725.156250 Penalty: 4164.044434
	Iteration 36Q: 3 clusters Score -501725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -501726.625000 Penalty: 4164.044434
	Iteration 37Q: 3 clusters Score -501726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -501728.593750 Penalty: 4164.044434
	Iteration 38Q: 3 clusters Score -501728.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -501732.031250 Penalty: 4164.044434
	Iteration 39Q: 3 clusters Score -501732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -501734.625000 Penalty: 4164.044434
	Iteration 40F: 3 clusters Score -501734.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -501740.093750 Penalty: 4164.044434
	Iteration 41Q: 3 clusters Score -501740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -501742.937500 Penalty: 4164.044434
	Iteration 42Q: 3 clusters Score -501742.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -501744.625000 Penalty: 4164.044434
	Iteration 43Q: 3 clusters Score -501744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -501746.343750 Penalty: 4164.044434
	Iteration 44Q: 3 clusters Score -501746.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -501748.906250 Penalty: 4164.044434
	Iteration 45Q: 3 clusters Score -501748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -501751.406250 Penalty: 4164.044434
	Iteration 46Q: 3 clusters Score -501751.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -501755.406250 Penalty: 4164.044434
	Iteration 47Q: 3 clusters Score -501755.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -501754.687500 Penalty: 4164.044434
	Iteration 48Q: 3 clusters Score -501754.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -501757.656250 Penalty: 4164.044434
	Iteration 49Q: 3 clusters Score -501757.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -501759.125000 Penalty: 4164.044434
	Iteration 50Q: 3 clusters Score -501759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -501759.031250 Penalty: 4164.044434
	Iteration 51Q: 3 clusters Score -501759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -501759.031250 Penalty: 4164.044434
	Iteration 52F: 3 clusters Score -501759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Entering Unmasked Estep 
Score: -4237994.500000 Penalty: 2624.110352
	Iteration 0F: 2 clusters Score -4237994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4211403.000000 Penalty: 5248.220703
	Iteration 0F: 3 clusters Score -4211403 nChanged 17836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4221692.000000 Penalty: 5248.220703
	Iteration 1F: 3 clusters Score -4221692 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -4222734.000000 Penalty: 5248.220703
	Iteration 2F: 3 clusters Score -4222734 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4223957.500000 Penalty: 5248.220703
	Iteration 3F: 3 clusters Score -4223958 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4225229.000000 Penalty: 5248.220703
	Iteration 4F: 3 clusters Score -4225229 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4226560.500000 Penalty: 5248.220703
	Iteration 5F: 3 clusters Score -4226560 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4227931.500000 Penalty: 5248.220703
	Iteration 6F: 3 clusters Score -4227932 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4229165.000000 Penalty: 5248.220703
	Iteration 7F: 3 clusters Score -4229165 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4230115.000000 Penalty: 5248.220703
	Iteration 8Q: 3 clusters Score -4230115 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4230811.500000 Penalty: 5248.220703
	Iteration 9Q: 3 clusters Score -4230812 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -4231293.000000 Penalty: 5248.220703
	Iteration 10Q: 3 clusters Score -4231293 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4231640.500000 Penalty: 5248.220703
	Iteration 11Q: 3 clusters Score -4231640 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -4231915.500000 Penalty: 5248.220703
	Iteration 12Q: 3 clusters Score -4231916 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -4232115.000000 Penalty: 5248.220703
	Iteration 13Q: 3 clusters Score -4232115 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4232232.000000 Penalty: 5248.220703
	Iteration 14Q: 3 clusters Score -4232232 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4232346.500000 Penalty: 5248.220703
	Iteration 15Q: 3 clusters Score -4232346 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4232460.500000 Penalty: 5248.220703
	Iteration 16Q: 3 clusters Score -4232460 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -4232569.000000 Penalty: 5248.220703
	Iteration 17Q: 3 clusters Score -4232569 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4232629.000000 Penalty: 5248.220703
	Iteration 18Q: 3 clusters Score -4232629 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4232716.000000 Penalty: 5248.220703
	Iteration 19Q: 3 clusters Score -4232716 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4232791.000000 Penalty: 5248.220703
	Iteration 20F: 3 clusters Score -4232791 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4232847.500000 Penalty: 5248.220703
	Iteration 21Q: 3 clusters Score -4232848 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -4232905.000000 Penalty: 5248.220703
	Iteration 22Q: 3 clusters Score -4232905 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -4232985.000000 Penalty: 5248.220703
	Iteration 23Q: 3 clusters Score -4232985 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4233075.500000 Penalty: 5248.220703
	Iteration 24Q: 3 clusters Score -4233076 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4233150.500000 Penalty: 5248.220703
	Iteration 25Q: 3 clusters Score -4233150 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4233241.500000 Penalty: 5248.220703
	Iteration 26Q: 3 clusters Score -4233242 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4233322.000000 Penalty: 5248.220703
	Iteration 27Q: 3 clusters Score -4233322 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4233381.500000 Penalty: 5248.220703
	Iteration 28Q: 3 clusters Score -4233382 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -4233487.000000 Penalty: 5248.220703
	Iteration 29Q: 3 clusters Score -4233487 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4233578.500000 Penalty: 5248.220703
	Iteration 30Q: 3 clusters Score -4233578 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4233672.500000 Penalty: 5248.220703
	Iteration 31Q: 3 clusters Score -4233672 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -4233804.000000 Penalty: 5248.220703
	Iteration 32Q: 3 clusters Score -4233804 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -4233925.500000 Penalty: 5248.220703
	Iteration 33Q: 3 clusters Score -4233926 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -4234049.000000 Penalty: 5248.220703
	Iteration 34Q: 3 clusters Score -4234049 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4234140.000000 Penalty: 5248.220703
	Iteration 35Q: 3 clusters Score -4234140 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -4234294.000000 Penalty: 5248.220703
	Iteration 36Q: 3 clusters Score -4234294 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -4234433.000000 Penalty: 5248.220703
	Iteration 37Q: 3 clusters Score -4234433 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -4234570.000000 Penalty: 5248.220703
	Iteration 38Q: 3 clusters Score -4234570 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4234749.000000 Penalty: 5248.220703
	Iteration 39Q: 3 clusters Score -4234749 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4234882.500000 Penalty: 5248.220703
	Iteration 40F: 3 clusters Score -4234882 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4235011.500000 Penalty: 5248.220703
	Iteration 41Q: 3 clusters Score -4235012 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4235147.000000 Penalty: 5248.220703
	Iteration 42Q: 3 clusters Score -4235147 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4235257.000000 Penalty: 5248.220703
	Iteration 43Q: 3 clusters Score -4235257 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4235364.000000 Penalty: 5248.220703
	Iteration 44Q: 3 clusters Score -4235364 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4235450.000000 Penalty: 5248.220703
	Iteration 45Q: 3 clusters Score -4235450 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4235527.000000 Penalty: 5248.220703
	Iteration 46Q: 3 clusters Score -4235527 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4235609.500000 Penalty: 5248.220703
	Iteration 47Q: 3 clusters Score -4235610 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4235688.500000 Penalty: 5248.220703
	Iteration 48Q: 3 clusters Score -4235688 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4235769.000000 Penalty: 5248.220703
	Iteration 49Q: 3 clusters Score -4235769 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4235814.500000 Penalty: 5248.220703
	Iteration 50Q: 3 clusters Score -4235814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4235862.500000 Penalty: 5248.220703
	Iteration 51Q: 3 clusters Score -4235862 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4235905.500000 Penalty: 5248.220703
	Iteration 52Q: 3 clusters Score -4235906 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4235944.500000 Penalty: 5248.220703
	Iteration 53Q: 3 clusters Score -4235944 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4235978.500000 Penalty: 5248.220703
	Iteration 54Q: 3 clusters Score -4235978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4235989.500000 Penalty: 5248.220703
	Iteration 55Q: 3 clusters Score -4235990 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4236015.500000 Penalty: 5248.220703
	Iteration 56Q: 3 clusters Score -4236016 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4236044.500000 Penalty: 5248.220703
	Iteration 57Q: 3 clusters Score -4236044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4236082.000000 Penalty: 5248.220703
	Iteration 58Q: 3 clusters Score -4236082 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4236101.000000 Penalty: 5248.220703
	Iteration 59Q: 3 clusters Score -4236101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4236113.000000 Penalty: 5248.220703
	Iteration 60F: 3 clusters Score -4236113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4236136.000000 Penalty: 5248.220703
	Iteration 61Q: 3 clusters Score -4236136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4236140.500000 Penalty: 5248.220703
	Iteration 62Q: 3 clusters Score -4236140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4236142.000000 Penalty: 5248.220703
	Iteration 63Q: 3 clusters Score -4236142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4236144.000000 Penalty: 5248.220703
	Iteration 64Q: 3 clusters Score -4236144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4236143.000000 Penalty: 5248.220703
	Iteration 65Q: 3 clusters Score -4236143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4236146.500000 Penalty: 5248.220703
	Iteration 66Q: 3 clusters Score -4236146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4236157.500000 Penalty: 5248.220703
	Iteration 67Q: 3 clusters Score -4236158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4236171.500000 Penalty: 5248.220703
	Iteration 68Q: 3 clusters Score -4236172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4236172.000000 Penalty: 5248.220703
	Iteration 69Q: 3 clusters Score -4236172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4236172.500000 Penalty: 5248.220703
	Iteration 70Q: 3 clusters Score -4236172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4236176.500000 Penalty: 5248.220703
	Iteration 71Q: 3 clusters Score -4236176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4236182.000000 Penalty: 5248.220703
	Iteration 72Q: 3 clusters Score -4236182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4236181.000000 Penalty: 5248.220703
	Iteration 73Q: 3 clusters Score -4236181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4236179.500000 Penalty: 5248.220703
	Iteration 74Q: 3 clusters Score -4236180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4236177.500000 Penalty: 5248.220703
	Iteration 75Q: 3 clusters Score -4236178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4236181.000000 Penalty: 5248.220703
	Iteration 76Q: 3 clusters Score -4236181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4236176.500000 Penalty: 5248.220703
	Iteration 77Q: 3 clusters Score -4236176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4236181.500000 Penalty: 5248.220703
	Iteration 78Q: 3 clusters Score -4236182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4236180.500000 Penalty: 5248.220703
	Iteration 79Q: 3 clusters Score -4236180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4236188.000000 Penalty: 5248.220703
	Iteration 80F: 3 clusters Score -4236188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4236188.000000 Penalty: 5248.220703
	Iteration 81Q: 3 clusters Score -4236188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4236191.000000 Penalty: 5248.220703
	Iteration 82Q: 3 clusters Score -4236191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4236197.500000 Penalty: 5248.220703
	Iteration 83Q: 3 clusters Score -4236198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4236197.500000 Penalty: 5248.220703
	Iteration 84Q: 3 clusters Score -4236198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4236201.000000 Penalty: 5248.220703
	Iteration 85Q: 3 clusters Score -4236201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4236198.000000 Penalty: 5248.220703
	Iteration 86Q: 3 clusters Score -4236198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4236199.000000 Penalty: 5248.220703
	Iteration 87Q: 3 clusters Score -4236199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4236199.000000 Penalty: 5248.220703
	Iteration 88F: 3 clusters Score -4236199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -28487.574219 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -28487.57 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 149 members 
Entering Unmasked Estep 
Score: -27370.287109 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -27370.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27806.216797 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -27806.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27960.574219 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -27960.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28072.830078 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -28072.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28100.322266 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -28100.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28101.859375 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -28101.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28111.851562 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -28111.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -28117.982422 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -28117.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -28117.982422 Penalty: 2830.726807
	Iteration 8F: 3 clusters Score -28117.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -875370.812500 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -875370.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -869212.437500 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -869212.4 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -870911.375000 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -870911.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -871304.125000 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -871304.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -871699.937500 Penalty: 4431.686035
	Iteration 3F: 3 clusters Score -871699.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -872035.437500 Penalty: 4431.686035
	Iteration 4F: 3 clusters Score -872035.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -872349.687500 Penalty: 4431.686035
	Iteration 5F: 3 clusters Score -872349.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -872689.687500 Penalty: 4431.686035
	Iteration 6F: 3 clusters Score -872689.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -873028.625000 Penalty: 4431.686035
	Iteration 7F: 3 clusters Score -873028.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -873349.125000 Penalty: 4431.686035
	Iteration 8Q: 3 clusters Score -873349.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -873671.375000 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -873671.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -873961.687500 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -873961.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -874260.875000 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -874260.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -874449.687500 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -874449.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -874550.187500 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -874550.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -874596.437500 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -874596.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -874625.250000 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -874625.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -874634.437500 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -874634.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -874643.625000 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -874643.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -874650.375000 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -874650.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -874660.437500 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -874660.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -874667.562500 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -874667.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -874673.375000 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -874673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -874673.562500 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -874673.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -874678.812500 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -874678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -874681.187500 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -874681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -874682.750000 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -874682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -874686.187500 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -874686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -874687.312500 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -874687.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -874690.000000 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -874690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -874691.750000 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -874691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -874693.500000 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -874693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -874694.062500 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -874694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -874693.937500 Penalty: 4431.686035
	Iteration 32Q: 3 clusters Score -874693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -874694.687500 Penalty: 4431.686035
	Iteration 33Q: 3 clusters Score -874694.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -874700.750000 Penalty: 4431.686035
	Iteration 34Q: 3 clusters Score -874700.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -874703.937500 Penalty: 4431.686035
	Iteration 35Q: 3 clusters Score -874703.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -874707.250000 Penalty: 4431.686035
	Iteration 36Q: 3 clusters Score -874707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -874710.687500 Penalty: 4431.686035
	Iteration 37Q: 3 clusters Score -874710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -874709.125000 Penalty: 4431.686035
	Iteration 38Q: 3 clusters Score -874709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -874709.750000 Penalty: 4431.686035
	Iteration 39Q: 3 clusters Score -874709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -874713.937500 Penalty: 4431.686035
	Iteration 40F: 3 clusters Score -874713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -874712.937500 Penalty: 4431.686035
	Iteration 41Q: 3 clusters Score -874712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -874713.812500 Penalty: 4431.686035
	Iteration 42Q: 3 clusters Score -874713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -874713.812500 Penalty: 4431.686035
	Iteration 43F: 3 clusters Score -874713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Entering Unmasked Estep 
Score: -1370942.625000 Penalty: 2325.904541
	Iteration 0F: 2 clusters Score -1370943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1362070.125000 Penalty: 4651.809082
	Iteration 0F: 3 clusters Score -1362070 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1364806.750000 Penalty: 4651.809082
	Iteration 1F: 3 clusters Score -1364807 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1365130.125000 Penalty: 4651.809082
	Iteration 2F: 3 clusters Score -1365130 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1365372.375000 Penalty: 4651.809082
	Iteration 3Q: 3 clusters Score -1365372 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1365594.125000 Penalty: 4651.809082
	Iteration 4Q: 3 clusters Score -1365594 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1365917.375000 Penalty: 4651.809082
	Iteration 5Q: 3 clusters Score -1365917 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1366402.375000 Penalty: 4651.809082
	Iteration 6F: 3 clusters Score -1366402 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1367057.000000 Penalty: 4651.809082
	Iteration 7F: 3 clusters Score -1367057 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1367779.125000 Penalty: 4651.809082
	Iteration 8F: 3 clusters Score -1367779 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1368418.000000 Penalty: 4651.809082
	Iteration 9F: 3 clusters Score -1368418 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1368888.000000 Penalty: 4651.809082
	Iteration 10Q: 3 clusters Score -1368888 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1369240.375000 Penalty: 4651.809082
	Iteration 11Q: 3 clusters Score -1369240 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1369475.125000 Penalty: 4651.809082
	Iteration 12Q: 3 clusters Score -1369475 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1369668.375000 Penalty: 4651.809082
	Iteration 13Q: 3 clusters Score -1369668 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1369806.375000 Penalty: 4651.809082
	Iteration 14Q: 3 clusters Score -1369806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1369910.125000 Penalty: 4651.809082
	Iteration 15Q: 3 clusters Score -1369910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1369972.500000 Penalty: 4651.809082
	Iteration 16Q: 3 clusters Score -1369972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1370001.375000 Penalty: 4651.809082
	Iteration 17Q: 3 clusters Score -1370001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1370030.125000 Penalty: 4651.809082
	Iteration 18Q: 3 clusters Score -1370030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1370049.375000 Penalty: 4651.809082
	Iteration 19Q: 3 clusters Score -1370049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1370069.750000 Penalty: 4651.809082
	Iteration 20F: 3 clusters Score -1370070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1370087.250000 Penalty: 4651.809082
	Iteration 21Q: 3 clusters Score -1370087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1370103.875000 Penalty: 4651.809082
	Iteration 22Q: 3 clusters Score -1370104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1370111.000000 Penalty: 4651.809082
	Iteration 23Q: 3 clusters Score -1370111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1370123.125000 Penalty: 4651.809082
	Iteration 24Q: 3 clusters Score -1370123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1370123.625000 Penalty: 4651.809082
	Iteration 25Q: 3 clusters Score -1370124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1370130.625000 Penalty: 4651.809082
	Iteration 26Q: 3 clusters Score -1370131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1370138.375000 Penalty: 4651.809082
	Iteration 27Q: 3 clusters Score -1370138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1370137.500000 Penalty: 4651.809082
	Iteration 28Q: 3 clusters Score -1370138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1370140.750000 Penalty: 4651.809082
	Iteration 29Q: 3 clusters Score -1370141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1370140.875000 Penalty: 4651.809082
	Iteration 30Q: 3 clusters Score -1370141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1370141.125000 Penalty: 4651.809082
	Iteration 31Q: 3 clusters Score -1370141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1370145.375000 Penalty: 4651.809082
	Iteration 32Q: 3 clusters Score -1370145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1370142.875000 Penalty: 4651.809082
	Iteration 33Q: 3 clusters Score -1370143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1370142.500000 Penalty: 4651.809082
	Iteration 34Q: 3 clusters Score -1370142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1370142.500000 Penalty: 4651.809082
	Iteration 35Q: 3 clusters Score -1370142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1370143.250000 Penalty: 4651.809082
	Iteration 36Q: 3 clusters Score -1370143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1370144.500000 Penalty: 4651.809082
	Iteration 37Q: 3 clusters Score -1370144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1370146.250000 Penalty: 4651.809082
	Iteration 38Q: 3 clusters Score -1370146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1370144.125000 Penalty: 4651.809082
	Iteration 39Q: 3 clusters Score -1370144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1370142.500000 Penalty: 4651.809082
	Iteration 40F: 3 clusters Score -1370142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1370144.000000 Penalty: 4651.809082
	Iteration 41Q: 3 clusters Score -1370144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1370144.000000 Penalty: 4651.809082
	Iteration 42F: 3 clusters Score -1370144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -287888.000000 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -287888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -285014.218750 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -285014.2 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -285560.687500 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -285560.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -285702.375000 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -285702.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -285768.906250 Penalty: 3862.747314
	Iteration 3Q: 3 clusters Score -285768.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -285812.750000 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -285812.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285839.031250 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -285839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -285851.968750 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -285852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -285862.000000 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -285862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -285871.125000 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -285871.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -285879.593750 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -285879.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -285890.687500 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -285890.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -285906.281250 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -285906.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -285916.437500 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -285916.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -285925.062500 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -285925.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -285931.843750 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -285931.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -285938.281250 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -285938.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -285941.875000 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -285941.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -285947.468750 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -285947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -285950.406250 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -285950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -285951.375000 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -285951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -285951.656250 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -285951.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -256101.984375 Penalty: 1907.870361
	Iteration 0F: 2 clusters Score -256102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -253370.765625 Penalty: 3815.740723
	Iteration 0F: 3 clusters Score -253370.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -253883.062500 Penalty: 3815.740723
	Iteration 1F: 3 clusters Score -253883.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -254003.140625 Penalty: 3815.740723
	Iteration 2F: 3 clusters Score -254003.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -254068.062500 Penalty: 3815.740723
	Iteration 3Q: 3 clusters Score -254068.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -254119.671875 Penalty: 3815.740723
	Iteration 4Q: 3 clusters Score -254119.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -254159.343750 Penalty: 3815.740723
	Iteration 5Q: 3 clusters Score -254159.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254194.625000 Penalty: 3815.740723
	Iteration 6Q: 3 clusters Score -254194.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -254222.640625 Penalty: 3815.740723
	Iteration 7Q: 3 clusters Score -254222.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -254246.703125 Penalty: 3815.740723
	Iteration 8Q: 3 clusters Score -254246.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -254272.062500 Penalty: 3815.740723
	Iteration 9Q: 3 clusters Score -254272.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -254287.078125 Penalty: 3815.740723
	Iteration 10Q: 3 clusters Score -254287.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -254299.109375 Penalty: 3815.740723
	Iteration 11Q: 3 clusters Score -254299.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -254308.187500 Penalty: 3815.740723
	Iteration 12Q: 3 clusters Score -254308.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -254320.593750 Penalty: 3815.740723
	Iteration 13Q: 3 clusters Score -254320.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -254328.703125 Penalty: 3815.740723
	Iteration 14Q: 3 clusters Score -254328.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -254336.234375 Penalty: 3815.740723
	Iteration 15Q: 3 clusters Score -254336.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -254349.625000 Penalty: 3815.740723
	Iteration 16Q: 3 clusters Score -254349.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -254365.046875 Penalty: 3815.740723
	Iteration 17Q: 3 clusters Score -254365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -254385.171875 Penalty: 3815.740723
	Iteration 18Q: 3 clusters Score -254385.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -254402.250000 Penalty: 3815.740723
	Iteration 19Q: 3 clusters Score -254402.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -254413.296875 Penalty: 3815.740723
	Iteration 20F: 3 clusters Score -254413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -254418.000000 Penalty: 3815.740723
	Iteration 21Q: 3 clusters Score -254418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -254422.375000 Penalty: 3815.740723
	Iteration 22Q: 3 clusters Score -254422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -254429.640625 Penalty: 3815.740723
	Iteration 23Q: 3 clusters Score -254429.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -254435.656250 Penalty: 3815.740723
	Iteration 24Q: 3 clusters Score -254435.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -254440.406250 Penalty: 3815.740723
	Iteration 25Q: 3 clusters Score -254440.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -254446.578125 Penalty: 3815.740723
	Iteration 26Q: 3 clusters Score -254446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -254450.156250 Penalty: 3815.740723
	Iteration 27Q: 3 clusters Score -254450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -254453.484375 Penalty: 3815.740723
	Iteration 28Q: 3 clusters Score -254453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -254454.968750 Penalty: 3815.740723
	Iteration 29Q: 3 clusters Score -254455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -254457.718750 Penalty: 3815.740723
	Iteration 30Q: 3 clusters Score -254457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -254460.703125 Penalty: 3815.740723
	Iteration 31Q: 3 clusters Score -254460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -254462.734375 Penalty: 3815.740723
	Iteration 32Q: 3 clusters Score -254462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -254463.328125 Penalty: 3815.740723
	Iteration 33Q: 3 clusters Score -254463.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -254464.328125 Penalty: 3815.740723
	Iteration 34Q: 3 clusters Score -254464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -254466.484375 Penalty: 3815.740723
	Iteration 35Q: 3 clusters Score -254466.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -254472.859375 Penalty: 3815.740723
	Iteration 36Q: 3 clusters Score -254472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -254479.640625 Penalty: 3815.740723
	Iteration 37Q: 3 clusters Score -254479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -254482.875000 Penalty: 3815.740723
	Iteration 38Q: 3 clusters Score -254482.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -254484.375000 Penalty: 3815.740723
	Iteration 39Q: 3 clusters Score -254484.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -254484.375000 Penalty: 3815.740723
	Iteration 40F: 3 clusters Score -254484.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -263746.500000 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -263746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -261000.812500 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -261000.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -261501.265625 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -261501.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -261641.218750 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -261641.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -261727.406250 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -261727.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -261791.609375 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -261791.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -261842.921875 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -261842.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -261877.218750 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -261877.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -261905.656250 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -261905.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -261931.796875 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -261931.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -261965.281250 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -261965.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -261998.375000 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -261998.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -262027.343750 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -262027.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -262048.562500 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -262048.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -262061.812500 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -262061.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -262074.593750 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -262074.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -262092.687500 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -262092.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -262110.593750 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -262110.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -262130.187500 Penalty: 3829.789062
	Iteration 17Q: 3 clusters Score -262130.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -262141.828125 Penalty: 3829.789062
	Iteration 18Q: 3 clusters Score -262141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -262149.031250 Penalty: 3829.789062
	Iteration 19Q: 3 clusters Score -262149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -262155.937500 Penalty: 3829.789062
	Iteration 20F: 3 clusters Score -262155.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -262165.125000 Penalty: 3829.789062
	Iteration 21Q: 3 clusters Score -262165.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -262178.125000 Penalty: 3829.789062
	Iteration 22Q: 3 clusters Score -262178.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -262185.531250 Penalty: 3829.789062
	Iteration 23Q: 3 clusters Score -262185.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -262195.281250 Penalty: 3829.789062
	Iteration 24Q: 3 clusters Score -262195.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -262202.437500 Penalty: 3829.789062
	Iteration 25Q: 3 clusters Score -262202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -262205.531250 Penalty: 3829.789062
	Iteration 26Q: 3 clusters Score -262205.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -262209.781250 Penalty: 3829.789062
	Iteration 27Q: 3 clusters Score -262209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -262213.468750 Penalty: 3829.789062
	Iteration 28Q: 3 clusters Score -262213.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -262217.031250 Penalty: 3829.789062
	Iteration 29Q: 3 clusters Score -262217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -262218.906250 Penalty: 3829.789062
	Iteration 30Q: 3 clusters Score -262218.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -262222.187500 Penalty: 3829.789062
	Iteration 31Q: 3 clusters Score -262222.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -262225.281250 Penalty: 3829.789062
	Iteration 32Q: 3 clusters Score -262225.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -262228.593750 Penalty: 3829.789062
	Iteration 33Q: 3 clusters Score -262228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -262229.375000 Penalty: 3829.789062
	Iteration 34Q: 3 clusters Score -262229.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -262229.375000 Penalty: 3829.789062
	Iteration 35F: 3 clusters Score -262229.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -662519.125000 Penalty: 2145.930908
	Iteration 0F: 2 clusters Score -662519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -657603.062500 Penalty: 4291.861816
	Iteration 0F: 3 clusters Score -657603.1 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -658840.437500 Penalty: 4291.861816
	Iteration 1F: 3 clusters Score -658840.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -659093.437500 Penalty: 4291.861816
	Iteration 2F: 3 clusters Score -659093.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -659294.875000 Penalty: 4291.861816
	Iteration 3F: 3 clusters Score -659294.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -659440.437500 Penalty: 4291.861816
	Iteration 4Q: 3 clusters Score -659440.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -659574.187500 Penalty: 4291.861816
	Iteration 5Q: 3 clusters Score -659574.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -659698.125000 Penalty: 4291.861816
	Iteration 6Q: 3 clusters Score -659698.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -659827.312500 Penalty: 4291.861816
	Iteration 7Q: 3 clusters Score -659827.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -659947.312500 Penalty: 4291.861816
	Iteration 8Q: 3 clusters Score -659947.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -660060.937500 Penalty: 4291.861816
	Iteration 9Q: 3 clusters Score -660060.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -660178.937500 Penalty: 4291.861816
	Iteration 10Q: 3 clusters Score -660178.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -660267.437500 Penalty: 4291.861816
	Iteration 11Q: 3 clusters Score -660267.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -660367.812500 Penalty: 4291.861816
	Iteration 12Q: 3 clusters Score -660367.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -660455.375000 Penalty: 4291.861816
	Iteration 13Q: 3 clusters Score -660455.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -660527.812500 Penalty: 4291.861816
	Iteration 14Q: 3 clusters Score -660527.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -660588.125000 Penalty: 4291.861816
	Iteration 15Q: 3 clusters Score -660588.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -660637.437500 Penalty: 4291.861816
	Iteration 16Q: 3 clusters Score -660637.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -660681.312500 Penalty: 4291.861816
	Iteration 17Q: 3 clusters Score -660681.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -660707.812500 Penalty: 4291.861816
	Iteration 18Q: 3 clusters Score -660707.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -660733.000000 Penalty: 4291.861816
	Iteration 19Q: 3 clusters Score -660733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -660765.000000 Penalty: 4291.861816
	Iteration 20F: 3 clusters Score -660765 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -660799.437500 Penalty: 4291.861816
	Iteration 21Q: 3 clusters Score -660799.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -660847.812500 Penalty: 4291.861816
	Iteration 22Q: 3 clusters Score -660847.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -660925.312500 Penalty: 4291.861816
	Iteration 23Q: 3 clusters Score -660925.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -661005.187500 Penalty: 4291.861816
	Iteration 24Q: 3 clusters Score -661005.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -661072.375000 Penalty: 4291.861816
	Iteration 25Q: 3 clusters Score -661072.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -661138.937500 Penalty: 4291.861816
	Iteration 26Q: 3 clusters Score -661138.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -661194.000000 Penalty: 4291.861816
	Iteration 27Q: 3 clusters Score -661194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -661258.875000 Penalty: 4291.861816
	Iteration 28Q: 3 clusters Score -661258.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -661318.250000 Penalty: 4291.861816
	Iteration 29Q: 3 clusters Score -661318.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -661360.625000 Penalty: 4291.861816
	Iteration 30Q: 3 clusters Score -661360.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -661399.875000 Penalty: 4291.861816
	Iteration 31Q: 3 clusters Score -661399.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -661436.125000 Penalty: 4291.861816
	Iteration 32Q: 3 clusters Score -661436.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -661472.750000 Penalty: 4291.861816
	Iteration 33Q: 3 clusters Score -661472.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -661504.000000 Penalty: 4291.861816
	Iteration 34Q: 3 clusters Score -661504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -661527.312500 Penalty: 4291.861816
	Iteration 35Q: 3 clusters Score -661527.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -661544.750000 Penalty: 4291.861816
	Iteration 36Q: 3 clusters Score -661544.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -661555.312500 Penalty: 4291.861816
	Iteration 37Q: 3 clusters Score -661555.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -661565.250000 Penalty: 4291.861816
	Iteration 38Q: 3 clusters Score -661565.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -661571.375000 Penalty: 4291.861816
	Iteration 39Q: 3 clusters Score -661571.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -661579.250000 Penalty: 4291.861816
	Iteration 40F: 3 clusters Score -661579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -661586.625000 Penalty: 4291.861816
	Iteration 41Q: 3 clusters Score -661586.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -661587.750000 Penalty: 4291.861816
	Iteration 42Q: 3 clusters Score -661587.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -661593.625000 Penalty: 4291.861816
	Iteration 43Q: 3 clusters Score -661593.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -661597.250000 Penalty: 4291.861816
	Iteration 44Q: 3 clusters Score -661597.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -661600.062500 Penalty: 4291.861816
	Iteration 45Q: 3 clusters Score -661600.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -661604.437500 Penalty: 4291.861816
	Iteration 46Q: 3 clusters Score -661604.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -661607.750000 Penalty: 4291.861816
	Iteration 47Q: 3 clusters Score -661607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -661608.750000 Penalty: 4291.861816
	Iteration 48Q: 3 clusters Score -661608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -661609.125000 Penalty: 4291.861816
	Iteration 49Q: 3 clusters Score -661609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -661611.062500 Penalty: 4291.861816
	Iteration 50Q: 3 clusters Score -661611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -661609.875000 Penalty: 4291.861816
	Iteration 51Q: 3 clusters Score -661609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -661610.625000 Penalty: 4291.861816
	Iteration 52Q: 3 clusters Score -661610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -661610.875000 Penalty: 4291.861816
	Iteration 53Q: 3 clusters Score -661610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -661612.500000 Penalty: 4291.861816
	Iteration 54Q: 3 clusters Score -661612.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -661611.312500 Penalty: 4291.861816
	Iteration 55Q: 3 clusters Score -661611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -661612.937500 Penalty: 4291.861816
	Iteration 56Q: 3 clusters Score -661612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -661613.125000 Penalty: 4291.861816
	Iteration 57Q: 3 clusters Score -661613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -661613.500000 Penalty: 4291.861816
	Iteration 58Q: 3 clusters Score -661613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -661613.500000 Penalty: 4291.861816
	Iteration 59F: 3 clusters Score -661613.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -580902.562500 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -580902.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -576318.000000 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -576318 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -577397.750000 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -577397.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -577681.937500 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -577681.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -577884.500000 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -577884.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -578033.187500 Penalty: 4226.310059
	Iteration 4Q: 3 clusters Score -578033.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -578178.000000 Penalty: 4226.310059
	Iteration 5Q: 3 clusters Score -578178 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -578317.125000 Penalty: 4226.310059
	Iteration 6Q: 3 clusters Score -578317.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -578415.375000 Penalty: 4226.310059
	Iteration 7Q: 3 clusters Score -578415.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -578514.937500 Penalty: 4226.310059
	Iteration 8Q: 3 clusters Score -578514.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -578612.562500 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -578612.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -578734.125000 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -578734.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -578866.187500 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -578866.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -579011.187500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -579011.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -579161.187500 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -579161.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -579285.125000 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -579285.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -579376.562500 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -579376.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -579428.000000 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -579428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -579466.375000 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -579466.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -579494.000000 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -579494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -579513.875000 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -579513.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -579523.062500 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -579523.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -579531.000000 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -579531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -579536.250000 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -579536.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -579541.062500 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -579541.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -579544.375000 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -579544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -579547.812500 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -579547.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -579548.125000 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -579548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -579551.687500 Penalty: 4226.310059
	Iteration 27Q: 3 clusters Score -579551.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -579555.562500 Penalty: 4226.310059
	Iteration 28Q: 3 clusters Score -579555.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -579558.875000 Penalty: 4226.310059
	Iteration 29Q: 3 clusters Score -579558.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -579563.312500 Penalty: 4226.310059
	Iteration 30Q: 3 clusters Score -579563.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -579567.312500 Penalty: 4226.310059
	Iteration 31Q: 3 clusters Score -579567.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -579571.250000 Penalty: 4226.310059
	Iteration 32Q: 3 clusters Score -579571.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -579576.000000 Penalty: 4226.310059
	Iteration 33Q: 3 clusters Score -579576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -579579.500000 Penalty: 4226.310059
	Iteration 34Q: 3 clusters Score -579579.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -579580.937500 Penalty: 4226.310059
	Iteration 35Q: 3 clusters Score -579580.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -579585.187500 Penalty: 4226.310059
	Iteration 36Q: 3 clusters Score -579585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -579588.125000 Penalty: 4226.310059
	Iteration 37Q: 3 clusters Score -579588.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -579593.375000 Penalty: 4226.310059
	Iteration 38Q: 3 clusters Score -579593.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -579599.187500 Penalty: 4226.310059
	Iteration 39Q: 3 clusters Score -579599.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -579605.250000 Penalty: 4226.310059
	Iteration 40F: 3 clusters Score -579605.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -579612.812500 Penalty: 4226.310059
	Iteration 41Q: 3 clusters Score -579612.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -579620.375000 Penalty: 4226.310059
	Iteration 42Q: 3 clusters Score -579620.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -579629.125000 Penalty: 4226.310059
	Iteration 43Q: 3 clusters Score -579629.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -579640.312500 Penalty: 4226.310059
	Iteration 44Q: 3 clusters Score -579640.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -579652.312500 Penalty: 4226.310059
	Iteration 45Q: 3 clusters Score -579652.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -579661.250000 Penalty: 4226.310059
	Iteration 46Q: 3 clusters Score -579661.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -579667.812500 Penalty: 4226.310059
	Iteration 47Q: 3 clusters Score -579667.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -579675.500000 Penalty: 4226.310059
	Iteration 48Q: 3 clusters Score -579675.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -579683.500000 Penalty: 4226.310059
	Iteration 49Q: 3 clusters Score -579683.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -579689.250000 Penalty: 4226.310059
	Iteration 50Q: 3 clusters Score -579689.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -579695.875000 Penalty: 4226.310059
	Iteration 51Q: 3 clusters Score -579695.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -579702.000000 Penalty: 4226.310059
	Iteration 52Q: 3 clusters Score -579702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -579704.500000 Penalty: 4226.310059
	Iteration 53Q: 3 clusters Score -579704.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -579707.500000 Penalty: 4226.310059
	Iteration 54Q: 3 clusters Score -579707.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -579711.125000 Penalty: 4226.310059
	Iteration 55Q: 3 clusters Score -579711.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -579715.375000 Penalty: 4226.310059
	Iteration 56Q: 3 clusters Score -579715.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -579717.250000 Penalty: 4226.310059
	Iteration 57Q: 3 clusters Score -579717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -579717.812500 Penalty: 4226.310059
	Iteration 58Q: 3 clusters Score -579717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -579718.250000 Penalty: 4226.310059
	Iteration 59Q: 3 clusters Score -579718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -579718.062500 Penalty: 4226.310059
	Iteration 60F: 3 clusters Score -579718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -579720.125000 Penalty: 4226.310059
	Iteration 61Q: 3 clusters Score -579720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -579719.937500 Penalty: 4226.310059
	Iteration 62Q: 3 clusters Score -579719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -579720.562500 Penalty: 4226.310059
	Iteration 63Q: 3 clusters Score -579720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -579721.500000 Penalty: 4226.310059
	Iteration 64Q: 3 clusters Score -579721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -579722.250000 Penalty: 4226.310059
	Iteration 65Q: 3 clusters Score -579722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -579722.250000 Penalty: 4226.310059
	Iteration 66F: 3 clusters Score -579722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -276056.812500 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -276056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -273513.593750 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -273513.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -274207.750000 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -274207.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -274465.093750 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -274465.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -274600.937500 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -274600.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -274700.156250 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -274700.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -274777.625000 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -274777.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -274841.093750 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -274841.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -274883.031250 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -274883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -274908.781250 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -274908.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -274925.187500 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -274925.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -274935.250000 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -274935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -274939.593750 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -274939.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -274945.656250 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -274945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -274946.500000 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -274946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -274947.531250 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -274947.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -274949.468750 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -274949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -274950.625000 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -274950.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -274950.625000 Penalty: 3753.916260
	Iteration 17F: 3 clusters Score -274950.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Entering Unmasked Estep 
Score: -653150.500000 Penalty: 2177.024902
	Iteration 0F: 2 clusters Score -653150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -647813.437500 Penalty: 4354.049805
	Iteration 0F: 3 clusters Score -647813.4 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -649571.937500 Penalty: 4354.049805
	Iteration 1F: 3 clusters Score -649571.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -650016.562500 Penalty: 4354.049805
	Iteration 2F: 3 clusters Score -650016.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -650356.000000 Penalty: 4354.049805
	Iteration 3F: 3 clusters Score -650356 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -650664.187500 Penalty: 4354.049805
	Iteration 4F: 3 clusters Score -650664.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -650926.187500 Penalty: 4354.049805
	Iteration 5Q: 3 clusters Score -650926.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -651146.937500 Penalty: 4354.049805
	Iteration 6Q: 3 clusters Score -651146.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -651384.125000 Penalty: 4354.049805
	Iteration 7Q: 3 clusters Score -651384.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -651555.125000 Penalty: 4354.049805
	Iteration 8Q: 3 clusters Score -651555.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -651666.000000 Penalty: 4354.049805
	Iteration 9Q: 3 clusters Score -651666 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -651742.500000 Penalty: 4354.049805
	Iteration 10Q: 3 clusters Score -651742.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -651792.375000 Penalty: 4354.049805
	Iteration 11Q: 3 clusters Score -651792.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -651828.437500 Penalty: 4354.049805
	Iteration 12Q: 3 clusters Score -651828.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -651854.000000 Penalty: 4354.049805
	Iteration 13Q: 3 clusters Score -651854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -651870.125000 Penalty: 4354.049805
	Iteration 14Q: 3 clusters Score -651870.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -651883.250000 Penalty: 4354.049805
	Iteration 15Q: 3 clusters Score -651883.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -651899.125000 Penalty: 4354.049805
	Iteration 16Q: 3 clusters Score -651899.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -651908.562500 Penalty: 4354.049805
	Iteration 17Q: 3 clusters Score -651908.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -651915.375000 Penalty: 4354.049805
	Iteration 18Q: 3 clusters Score -651915.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -651924.687500 Penalty: 4354.049805
	Iteration 19Q: 3 clusters Score -651924.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -651930.812500 Penalty: 4354.049805
	Iteration 20F: 3 clusters Score -651930.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -651938.687500 Penalty: 4354.049805
	Iteration 21Q: 3 clusters Score -651938.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -651948.187500 Penalty: 4354.049805
	Iteration 22Q: 3 clusters Score -651948.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -651954.125000 Penalty: 4354.049805
	Iteration 23Q: 3 clusters Score -651954.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -651961.437500 Penalty: 4354.049805
	Iteration 24Q: 3 clusters Score -651961.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -651970.125000 Penalty: 4354.049805
	Iteration 25Q: 3 clusters Score -651970.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -651980.250000 Penalty: 4354.049805
	Iteration 26Q: 3 clusters Score -651980.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -651987.312500 Penalty: 4354.049805
	Iteration 27Q: 3 clusters Score -651987.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -651990.250000 Penalty: 4354.049805
	Iteration 28Q: 3 clusters Score -651990.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -651997.625000 Penalty: 4354.049805
	Iteration 29Q: 3 clusters Score -651997.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -652004.250000 Penalty: 4354.049805
	Iteration 30Q: 3 clusters Score -652004.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -652007.687500 Penalty: 4354.049805
	Iteration 31Q: 3 clusters Score -652007.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -652011.687500 Penalty: 4354.049805
	Iteration 32Q: 3 clusters Score -652011.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -652011.125000 Penalty: 4354.049805
	Iteration 33Q: 3 clusters Score -652011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -652011.500000 Penalty: 4354.049805
	Iteration 34Q: 3 clusters Score -652011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -652012.687500 Penalty: 4354.049805
	Iteration 35Q: 3 clusters Score -652012.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -652013.250000 Penalty: 4354.049805
	Iteration 36Q: 3 clusters Score -652013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -652015.062500 Penalty: 4354.049805
	Iteration 37Q: 3 clusters Score -652015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -652017.187500 Penalty: 4354.049805
	Iteration 38Q: 3 clusters Score -652017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -652018.687500 Penalty: 4354.049805
	Iteration 39Q: 3 clusters Score -652018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -652018.437500 Penalty: 4354.049805
	Iteration 40F: 3 clusters Score -652018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -652021.000000 Penalty: 4354.049805
	Iteration 41Q: 3 clusters Score -652021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -652020.375000 Penalty: 4354.049805
	Iteration 42Q: 3 clusters Score -652020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -652022.687500 Penalty: 4354.049805
	Iteration 43Q: 3 clusters Score -652022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -652022.625000 Penalty: 4354.049805
	Iteration 44Q: 3 clusters Score -652022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -652023.687500 Penalty: 4354.049805
	Iteration 45Q: 3 clusters Score -652023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -652023.437500 Penalty: 4354.049805
	Iteration 46Q: 3 clusters Score -652023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -652024.125000 Penalty: 4354.049805
	Iteration 47Q: 3 clusters Score -652024.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -652024.250000 Penalty: 4354.049805
	Iteration 48Q: 3 clusters Score -652024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -652024.875000 Penalty: 4354.049805
	Iteration 49Q: 3 clusters Score -652024.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -652024.875000 Penalty: 4354.049805
	Iteration 50F: 3 clusters Score -652024.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -650882.000000 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -650882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -645971.750000 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -645971.8 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -647185.125000 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -647185.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -647420.187500 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -647420.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -647605.687500 Penalty: 4283.036133
	Iteration 3F: 3 clusters Score -647605.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -647718.937500 Penalty: 4283.036133
	Iteration 4Q: 3 clusters Score -647718.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -647805.625000 Penalty: 4283.036133
	Iteration 5Q: 3 clusters Score -647805.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -647884.062500 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -647884.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -647945.250000 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -647945.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -648006.187500 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -648006.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -648069.687500 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -648069.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -648141.687500 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -648141.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -648224.125000 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -648224.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -648312.000000 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -648312 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -648399.312500 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -648399.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -648469.062500 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -648469.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -648524.125000 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -648524.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -648578.937500 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -648578.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -648640.687500 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -648640.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -648702.875000 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -648702.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -648752.062500 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -648752.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -648815.750000 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -648815.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -648889.625000 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -648889.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -648966.375000 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -648966.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -649036.687500 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -649036.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -649083.250000 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -649083.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -649111.500000 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -649111.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -649127.187500 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -649127.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -649137.250000 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -649137.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -649145.250000 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -649145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -649148.937500 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -649148.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -649152.562500 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -649152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -649153.437500 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -649153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -649156.937500 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -649156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -649157.062500 Penalty: 4283.036133
	Iteration 33Q: 3 clusters Score -649157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -649157.500000 Penalty: 4283.036133
	Iteration 34Q: 3 clusters Score -649157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -649157.500000 Penalty: 4283.036133
	Iteration 35F: 3 clusters Score -649157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -72447.679688 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -72447.68 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 304 members 
Entering Unmasked Estep 
Score: -70916.078125 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -70916.08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71267.695312 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -71267.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71446.750000 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -71446.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71526.132812 Penalty: 3151.767578
	Iteration 3F: 3 clusters Score -71526.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71565.914062 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -71565.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71602.257812 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -71602.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71645.937500 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -71645.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71656.671875 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -71656.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71679.578125 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -71679.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71686.578125 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -71686.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71689.046875 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -71689.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71689.046875 Penalty: 3151.767578
	Iteration 11F: 3 clusters Score -71689.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Entering Unmasked Estep 
Score: -640278.875000 Penalty: 2138.814453
	Iteration 0F: 2 clusters Score -640278.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -635396.625000 Penalty: 4277.628906
	Iteration 0F: 3 clusters Score -635396.6 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -636549.625000 Penalty: 4277.628906
	Iteration 1F: 3 clusters Score -636549.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -636841.375000 Penalty: 4277.628906
	Iteration 2F: 3 clusters Score -636841.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -637058.187500 Penalty: 4277.628906
	Iteration 3F: 3 clusters Score -637058.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -637249.250000 Penalty: 4277.628906
	Iteration 4F: 3 clusters Score -637249.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -637439.500000 Penalty: 4277.628906
	Iteration 5Q: 3 clusters Score -637439.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -637597.750000 Penalty: 4277.628906
	Iteration 6Q: 3 clusters Score -637597.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -637737.750000 Penalty: 4277.628906
	Iteration 7Q: 3 clusters Score -637737.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -637871.250000 Penalty: 4277.628906
	Iteration 8Q: 3 clusters Score -637871.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -637969.875000 Penalty: 4277.628906
	Iteration 9Q: 3 clusters Score -637969.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -638056.250000 Penalty: 4277.628906
	Iteration 10Q: 3 clusters Score -638056.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -638120.750000 Penalty: 4277.628906
	Iteration 11Q: 3 clusters Score -638120.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -638177.250000 Penalty: 4277.628906
	Iteration 12Q: 3 clusters Score -638177.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -638225.625000 Penalty: 4277.628906
	Iteration 13Q: 3 clusters Score -638225.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -638267.375000 Penalty: 4277.628906
	Iteration 14Q: 3 clusters Score -638267.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -638302.312500 Penalty: 4277.628906
	Iteration 15Q: 3 clusters Score -638302.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -638332.187500 Penalty: 4277.628906
	Iteration 16Q: 3 clusters Score -638332.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -638357.750000 Penalty: 4277.628906
	Iteration 17Q: 3 clusters Score -638357.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -638369.937500 Penalty: 4277.628906
	Iteration 18Q: 3 clusters Score -638369.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -638380.500000 Penalty: 4277.628906
	Iteration 19Q: 3 clusters Score -638380.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -638388.750000 Penalty: 4277.628906
	Iteration 20F: 3 clusters Score -638388.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -638394.875000 Penalty: 4277.628906
	Iteration 21Q: 3 clusters Score -638394.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -638402.312500 Penalty: 4277.628906
	Iteration 22Q: 3 clusters Score -638402.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -638411.312500 Penalty: 4277.628906
	Iteration 23Q: 3 clusters Score -638411.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -638420.187500 Penalty: 4277.628906
	Iteration 24Q: 3 clusters Score -638420.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -638428.625000 Penalty: 4277.628906
	Iteration 25Q: 3 clusters Score -638428.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -638432.187500 Penalty: 4277.628906
	Iteration 26Q: 3 clusters Score -638432.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -638437.687500 Penalty: 4277.628906
	Iteration 27Q: 3 clusters Score -638437.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -638443.437500 Penalty: 4277.628906
	Iteration 28Q: 3 clusters Score -638443.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -638448.562500 Penalty: 4277.628906
	Iteration 29Q: 3 clusters Score -638448.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -638452.750000 Penalty: 4277.628906
	Iteration 30Q: 3 clusters Score -638452.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -638457.125000 Penalty: 4277.628906
	Iteration 31Q: 3 clusters Score -638457.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -638460.875000 Penalty: 4277.628906
	Iteration 32Q: 3 clusters Score -638460.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -638465.250000 Penalty: 4277.628906
	Iteration 33Q: 3 clusters Score -638465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -638468.625000 Penalty: 4277.628906
	Iteration 34Q: 3 clusters Score -638468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -638471.812500 Penalty: 4277.628906
	Iteration 35Q: 3 clusters Score -638471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -638473.312500 Penalty: 4277.628906
	Iteration 36Q: 3 clusters Score -638473.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -638475.437500 Penalty: 4277.628906
	Iteration 37Q: 3 clusters Score -638475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -638475.312500 Penalty: 4277.628906
	Iteration 38Q: 3 clusters Score -638475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -638475.312500 Penalty: 4277.628906
	Iteration 39F: 3 clusters Score -638475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Entering Unmasked Estep 
Score: -875982.562500 Penalty: 2212.223389
	Iteration 0F: 2 clusters Score -875982.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -869908.750000 Penalty: 4424.446777
	Iteration 0F: 3 clusters Score -869908.8 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -871386.437500 Penalty: 4424.446777
	Iteration 1F: 3 clusters Score -871386.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -871635.312500 Penalty: 4424.446777
	Iteration 2F: 3 clusters Score -871635.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -871823.000000 Penalty: 4424.446777
	Iteration 3F: 3 clusters Score -871823 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -871976.375000 Penalty: 4424.446777
	Iteration 4Q: 3 clusters Score -871976.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -872123.250000 Penalty: 4424.446777
	Iteration 5Q: 3 clusters Score -872123.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -872264.562500 Penalty: 4424.446777
	Iteration 6Q: 3 clusters Score -872264.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -872430.875000 Penalty: 4424.446777
	Iteration 7Q: 3 clusters Score -872430.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -872650.125000 Penalty: 4424.446777
	Iteration 8Q: 3 clusters Score -872650.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -872891.375000 Penalty: 4424.446777
	Iteration 9Q: 3 clusters Score -872891.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -873167.437500 Penalty: 4424.446777
	Iteration 10Q: 3 clusters Score -873167.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -873476.250000 Penalty: 4424.446777
	Iteration 11F: 3 clusters Score -873476.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -873754.500000 Penalty: 4424.446777
	Iteration 12Q: 3 clusters Score -873754.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -873969.812500 Penalty: 4424.446777
	Iteration 13Q: 3 clusters Score -873969.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -874083.687500 Penalty: 4424.446777
	Iteration 14Q: 3 clusters Score -874083.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -874152.437500 Penalty: 4424.446777
	Iteration 15Q: 3 clusters Score -874152.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -874194.687500 Penalty: 4424.446777
	Iteration 16Q: 3 clusters Score -874194.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -874219.687500 Penalty: 4424.446777
	Iteration 17Q: 3 clusters Score -874219.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -874242.187500 Penalty: 4424.446777
	Iteration 18Q: 3 clusters Score -874242.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -874262.187500 Penalty: 4424.446777
	Iteration 19Q: 3 clusters Score -874262.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -874282.437500 Penalty: 4424.446777
	Iteration 20F: 3 clusters Score -874282.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -874292.750000 Penalty: 4424.446777
	Iteration 21Q: 3 clusters Score -874292.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -874299.500000 Penalty: 4424.446777
	Iteration 22Q: 3 clusters Score -874299.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -874301.812500 Penalty: 4424.446777
	Iteration 23Q: 3 clusters Score -874301.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -874306.687500 Penalty: 4424.446777
	Iteration 24Q: 3 clusters Score -874306.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -874309.375000 Penalty: 4424.446777
	Iteration 25Q: 3 clusters Score -874309.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -874308.937500 Penalty: 4424.446777
	Iteration 26Q: 3 clusters Score -874308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -874311.625000 Penalty: 4424.446777
	Iteration 27Q: 3 clusters Score -874311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -874312.500000 Penalty: 4424.446777
	Iteration 28Q: 3 clusters Score -874312.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -874314.750000 Penalty: 4424.446777
	Iteration 29Q: 3 clusters Score -874314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -874316.062500 Penalty: 4424.446777
	Iteration 30Q: 3 clusters Score -874316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -874316.062500 Penalty: 4424.446777
	Iteration 31Q: 3 clusters Score -874316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -874317.375000 Penalty: 4424.446777
	Iteration 32Q: 3 clusters Score -874317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -874315.812500 Penalty: 4424.446777
	Iteration 33Q: 3 clusters Score -874315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -874317.062500 Penalty: 4424.446777
	Iteration 34Q: 3 clusters Score -874317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -874318.562500 Penalty: 4424.446777
	Iteration 35Q: 3 clusters Score -874318.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -874321.062500 Penalty: 4424.446777
	Iteration 36Q: 3 clusters Score -874321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -874321.062500 Penalty: 4424.446777
	Iteration 37Q: 3 clusters Score -874321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -874320.937500 Penalty: 4424.446777
	Iteration 38Q: 3 clusters Score -874320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -874321.875000 Penalty: 4424.446777
	Iteration 39Q: 3 clusters Score -874321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -874322.000000 Penalty: 4424.446777
	Iteration 40F: 3 clusters Score -874322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -874321.500000 Penalty: 4424.446777
	Iteration 41Q: 3 clusters Score -874321.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -874321.500000 Penalty: 4424.446777
	Iteration 42F: 3 clusters Score -874321.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Entering Unmasked Estep 
Score: -1007648.437500 Penalty: 2246.990967
	Iteration 0F: 2 clusters Score -1007648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1000814.625000 Penalty: 4493.981934
	Iteration 0F: 3 clusters Score -1000815 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1002716.562500 Penalty: 4493.981934
	Iteration 1F: 3 clusters Score -1002717 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1003072.562500 Penalty: 4493.981934
	Iteration 2F: 3 clusters Score -1003073 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1003402.187500 Penalty: 4493.981934
	Iteration 3F: 3 clusters Score -1003402 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1003754.125000 Penalty: 4493.981934
	Iteration 4F: 3 clusters Score -1003754 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1004161.812500 Penalty: 4493.981934
	Iteration 5F: 3 clusters Score -1004162 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1004610.062500 Penalty: 4493.981934
	Iteration 6F: 3 clusters Score -1004610 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1004970.562500 Penalty: 4493.981934
	Iteration 7F: 3 clusters Score -1004971 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1005203.812500 Penalty: 4493.981934
	Iteration 8Q: 3 clusters Score -1005204 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1005379.312500 Penalty: 4493.981934
	Iteration 9Q: 3 clusters Score -1005379 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1005473.562500 Penalty: 4493.981934
	Iteration 10Q: 3 clusters Score -1005474 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1005538.812500 Penalty: 4493.981934
	Iteration 11Q: 3 clusters Score -1005539 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1005588.750000 Penalty: 4493.981934
	Iteration 12Q: 3 clusters Score -1005589 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1005620.187500 Penalty: 4493.981934
	Iteration 13Q: 3 clusters Score -1005620 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1005644.750000 Penalty: 4493.981934
	Iteration 14Q: 3 clusters Score -1005645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1005659.812500 Penalty: 4493.981934
	Iteration 15Q: 3 clusters Score -1005660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1005669.437500 Penalty: 4493.981934
	Iteration 16Q: 3 clusters Score -1005669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1005675.500000 Penalty: 4493.981934
	Iteration 17Q: 3 clusters Score -1005676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1005677.250000 Penalty: 4493.981934
	Iteration 18Q: 3 clusters Score -1005677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1005681.562500 Penalty: 4493.981934
	Iteration 19Q: 3 clusters Score -1005682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1005685.125000 Penalty: 4493.981934
	Iteration 20F: 3 clusters Score -1005685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1005685.375000 Penalty: 4493.981934
	Iteration 21Q: 3 clusters Score -1005685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1005687.125000 Penalty: 4493.981934
	Iteration 22Q: 3 clusters Score -1005687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1005692.625000 Penalty: 4493.981934
	Iteration 23Q: 3 clusters Score -1005693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1005693.812500 Penalty: 4493.981934
	Iteration 24Q: 3 clusters Score -1005694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1005696.562500 Penalty: 4493.981934
	Iteration 25Q: 3 clusters Score -1005697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1005697.375000 Penalty: 4493.981934
	Iteration 26Q: 3 clusters Score -1005697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1005701.437500 Penalty: 4493.981934
	Iteration 27Q: 3 clusters Score -1005701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1005700.125000 Penalty: 4493.981934
	Iteration 28Q: 3 clusters Score -1005700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1005702.375000 Penalty: 4493.981934
	Iteration 29Q: 3 clusters Score -1005702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1005703.875000 Penalty: 4493.981934
	Iteration 30Q: 3 clusters Score -1005704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1005704.812500 Penalty: 4493.981934
	Iteration 31Q: 3 clusters Score -1005705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1005706.187500 Penalty: 4493.981934
	Iteration 32Q: 3 clusters Score -1005706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1005704.625000 Penalty: 4493.981934
	Iteration 33Q: 3 clusters Score -1005705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1005704.625000 Penalty: 4493.981934
	Iteration 34F: 3 clusters Score -1005705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -299489.875000 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -299489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -296895.406250 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -296895.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -297739.531250 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -297739.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -298070.906250 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -298070.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -298214.687500 Penalty: 3793.774902
	Iteration 3F: 3 clusters Score -298214.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -298306.031250 Penalty: 3793.774902
	Iteration 4Q: 3 clusters Score -298306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -298377.031250 Penalty: 3793.774902
	Iteration 5Q: 3 clusters Score -298377 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -298433.406250 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -298433.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -298510.812500 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -298510.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -298578.812500 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -298578.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -298624.968750 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -298625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -298654.718750 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -298654.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -298676.906250 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -298676.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -298703.937500 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -298703.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -298733.218750 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -298733.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -298762.687500 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -298762.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -298788.906250 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -298788.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -298815.625000 Penalty: 3793.774902
	Iteration 16Q: 3 clusters Score -298815.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -298844.312500 Penalty: 3793.774902
	Iteration 17Q: 3 clusters Score -298844.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -298866.468750 Penalty: 3793.774902
	Iteration 18Q: 3 clusters Score -298866.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -298881.156250 Penalty: 3793.774902
	Iteration 19Q: 3 clusters Score -298881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -298888.187500 Penalty: 3793.774902
	Iteration 20F: 3 clusters Score -298888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -298896.125000 Penalty: 3793.774902
	Iteration 21Q: 3 clusters Score -298896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -298902.312500 Penalty: 3793.774902
	Iteration 22Q: 3 clusters Score -298902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -298907.406250 Penalty: 3793.774902
	Iteration 23Q: 3 clusters Score -298907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -298912.781250 Penalty: 3793.774902
	Iteration 24Q: 3 clusters Score -298912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -298916.187500 Penalty: 3793.774902
	Iteration 25Q: 3 clusters Score -298916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -298916.875000 Penalty: 3793.774902
	Iteration 26Q: 3 clusters Score -298916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -298918.031250 Penalty: 3793.774902
	Iteration 27Q: 3 clusters Score -298918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -298920.218750 Penalty: 3793.774902
	Iteration 28Q: 3 clusters Score -298920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -298922.625000 Penalty: 3793.774902
	Iteration 29Q: 3 clusters Score -298922.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -298925.531250 Penalty: 3793.774902
	Iteration 30Q: 3 clusters Score -298925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -298926.156250 Penalty: 3793.774902
	Iteration 31Q: 3 clusters Score -298926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -298926.156250 Penalty: 3793.774902
	Iteration 32F: 3 clusters Score -298926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Entering Unmasked Estep 
Score: -497002.250000 Penalty: 2076.755859
	Iteration 0F: 2 clusters Score -497002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -492927.031250 Penalty: 4153.511719
	Iteration 0F: 3 clusters Score -492927 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -493846.375000 Penalty: 4153.511719
	Iteration 1F: 3 clusters Score -493846.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -494011.187500 Penalty: 4153.511719
	Iteration 2F: 3 clusters Score -494011.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -494120.875000 Penalty: 4153.511719
	Iteration 3Q: 3 clusters Score -494120.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -494214.937500 Penalty: 4153.511719
	Iteration 4Q: 3 clusters Score -494214.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -494292.843750 Penalty: 4153.511719
	Iteration 5Q: 3 clusters Score -494292.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -494358.968750 Penalty: 4153.511719
	Iteration 6Q: 3 clusters Score -494359 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -494441.750000 Penalty: 4153.511719
	Iteration 7Q: 3 clusters Score -494441.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -494510.968750 Penalty: 4153.511719
	Iteration 8Q: 3 clusters Score -494511 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -494569.312500 Penalty: 4153.511719
	Iteration 9Q: 3 clusters Score -494569.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -494632.187500 Penalty: 4153.511719
	Iteration 10Q: 3 clusters Score -494632.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -494697.187500 Penalty: 4153.511719
	Iteration 11Q: 3 clusters Score -494697.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -494755.156250 Penalty: 4153.511719
	Iteration 12Q: 3 clusters Score -494755.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -494811.250000 Penalty: 4153.511719
	Iteration 13Q: 3 clusters Score -494811.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -494871.843750 Penalty: 4153.511719
	Iteration 14Q: 3 clusters Score -494871.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -494910.718750 Penalty: 4153.511719
	Iteration 15Q: 3 clusters Score -494910.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -494962.375000 Penalty: 4153.511719
	Iteration 16Q: 3 clusters Score -494962.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -494993.875000 Penalty: 4153.511719
	Iteration 17Q: 3 clusters Score -494993.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -495014.562500 Penalty: 4153.511719
	Iteration 18Q: 3 clusters Score -495014.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -495040.906250 Penalty: 4153.511719
	Iteration 19Q: 3 clusters Score -495040.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -495064.750000 Penalty: 4153.511719
	Iteration 20F: 3 clusters Score -495064.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -495084.875000 Penalty: 4153.511719
	Iteration 21Q: 3 clusters Score -495084.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -495098.406250 Penalty: 4153.511719
	Iteration 22Q: 3 clusters Score -495098.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -495109.000000 Penalty: 4153.511719
	Iteration 23Q: 3 clusters Score -495109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -495113.500000 Penalty: 4153.511719
	Iteration 24Q: 3 clusters Score -495113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -495114.875000 Penalty: 4153.511719
	Iteration 25Q: 3 clusters Score -495114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -495116.156250 Penalty: 4153.511719
	Iteration 26Q: 3 clusters Score -495116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -495119.093750 Penalty: 4153.511719
	Iteration 27Q: 3 clusters Score -495119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -495122.375000 Penalty: 4153.511719
	Iteration 28Q: 3 clusters Score -495122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -495123.468750 Penalty: 4153.511719
	Iteration 29Q: 3 clusters Score -495123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -495124.843750 Penalty: 4153.511719
	Iteration 30Q: 3 clusters Score -495124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -495129.656250 Penalty: 4153.511719
	Iteration 31Q: 3 clusters Score -495129.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -495132.468750 Penalty: 4153.511719
	Iteration 32Q: 3 clusters Score -495132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -495133.031250 Penalty: 4153.511719
	Iteration 33Q: 3 clusters Score -495133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -495134.500000 Penalty: 4153.511719
	Iteration 34Q: 3 clusters Score -495134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -495135.000000 Penalty: 4153.511719
	Iteration 35Q: 3 clusters Score -495135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -495135.000000 Penalty: 4153.511719
	Iteration 36F: 3 clusters Score -495135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -753008.125000 Penalty: 2169.027832
	Iteration 0F: 2 clusters Score -753008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -747672.625000 Penalty: 4338.055664
	Iteration 0F: 3 clusters Score -747672.6 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -749089.187500 Penalty: 4338.055664
	Iteration 1F: 3 clusters Score -749089.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -749316.000000 Penalty: 4338.055664
	Iteration 2F: 3 clusters Score -749316 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -749490.312500 Penalty: 4338.055664
	Iteration 3F: 3 clusters Score -749490.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -749623.687500 Penalty: 4338.055664
	Iteration 4Q: 3 clusters Score -749623.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -749732.812500 Penalty: 4338.055664
	Iteration 5Q: 3 clusters Score -749732.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -749834.562500 Penalty: 4338.055664
	Iteration 6Q: 3 clusters Score -749834.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -749928.437500 Penalty: 4338.055664
	Iteration 7Q: 3 clusters Score -749928.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -750021.875000 Penalty: 4338.055664
	Iteration 8Q: 3 clusters Score -750021.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -750113.562500 Penalty: 4338.055664
	Iteration 9Q: 3 clusters Score -750113.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -750225.187500 Penalty: 4338.055664
	Iteration 10Q: 3 clusters Score -750225.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -750329.562500 Penalty: 4338.055664
	Iteration 11Q: 3 clusters Score -750329.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -750415.812500 Penalty: 4338.055664
	Iteration 12Q: 3 clusters Score -750415.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -750512.937500 Penalty: 4338.055664
	Iteration 13Q: 3 clusters Score -750512.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -750615.687500 Penalty: 4338.055664
	Iteration 14Q: 3 clusters Score -750615.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -750697.500000 Penalty: 4338.055664
	Iteration 15Q: 3 clusters Score -750697.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -750769.562500 Penalty: 4338.055664
	Iteration 16Q: 3 clusters Score -750769.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -750822.000000 Penalty: 4338.055664
	Iteration 17Q: 3 clusters Score -750822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -750867.875000 Penalty: 4338.055664
	Iteration 18Q: 3 clusters Score -750867.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -750904.062500 Penalty: 4338.055664
	Iteration 19Q: 3 clusters Score -750904.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -750927.125000 Penalty: 4338.055664
	Iteration 20F: 3 clusters Score -750927.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -750950.312500 Penalty: 4338.055664
	Iteration 21Q: 3 clusters Score -750950.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -750980.875000 Penalty: 4338.055664
	Iteration 22Q: 3 clusters Score -750980.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -751016.125000 Penalty: 4338.055664
	Iteration 23Q: 3 clusters Score -751016.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -751050.250000 Penalty: 4338.055664
	Iteration 24Q: 3 clusters Score -751050.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -751078.750000 Penalty: 4338.055664
	Iteration 25Q: 3 clusters Score -751078.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -751101.125000 Penalty: 4338.055664
	Iteration 26Q: 3 clusters Score -751101.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -751113.812500 Penalty: 4338.055664
	Iteration 27Q: 3 clusters Score -751113.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -751126.750000 Penalty: 4338.055664
	Iteration 28Q: 3 clusters Score -751126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -751137.812500 Penalty: 4338.055664
	Iteration 29Q: 3 clusters Score -751137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -751147.500000 Penalty: 4338.055664
	Iteration 30Q: 3 clusters Score -751147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -751151.250000 Penalty: 4338.055664
	Iteration 31Q: 3 clusters Score -751151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -751154.750000 Penalty: 4338.055664
	Iteration 32Q: 3 clusters Score -751154.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -751154.750000 Penalty: 4338.055664
	Iteration 33F: 3 clusters Score -751154.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -35260.398438 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -35260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33884.988281 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -33884.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34078.906250 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -34078.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34158.945312 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -34158.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34191.171875 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -34191.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34209.835938 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -34209.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34214.812500 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -34214.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34226.234375 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -34226.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34254.613281 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -34254.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34262.218750 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -34262.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34268.050781 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -34268.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34268.050781 Penalty: 2970.524658
	Iteration 10F: 3 clusters Score -34268.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (10761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Entering Unmasked Estep 
Score: -1217767.000000 Penalty: 2302.353516
	Iteration 0F: 2 clusters Score -1217767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1209633.625000 Penalty: 4604.707031
	Iteration 0F: 3 clusters Score -1209634 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1212004.250000 Penalty: 4604.707031
	Iteration 1F: 3 clusters Score -1212004 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1212438.750000 Penalty: 4604.707031
	Iteration 2F: 3 clusters Score -1212439 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1212875.250000 Penalty: 4604.707031
	Iteration 3F: 3 clusters Score -1212875 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1213358.125000 Penalty: 4604.707031
	Iteration 4F: 3 clusters Score -1213358 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1213889.750000 Penalty: 4604.707031
	Iteration 5F: 3 clusters Score -1213890 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1214541.625000 Penalty: 4604.707031
	Iteration 6F: 3 clusters Score -1214542 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1215378.250000 Penalty: 4604.707031
	Iteration 7F: 3 clusters Score -1215378 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1216366.125000 Penalty: 4604.707031
	Iteration 8F: 3 clusters Score -1216366 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1217124.500000 Penalty: 4604.707031
	Iteration 9F: 3 clusters Score -1217124 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1217611.500000 Penalty: 4604.707031
	Iteration 10Q: 3 clusters Score -1217612 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1217838.875000 Penalty: 4604.707031
	Iteration 11Q: 3 clusters Score -1217839 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1217967.375000 Penalty: 4604.707031
	Iteration 12Q: 3 clusters Score -1217967 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1218032.000000 Penalty: 4604.707031
	Iteration 13Q: 3 clusters Score -1218032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1218072.750000 Penalty: 4604.707031
	Iteration 14Q: 3 clusters Score -1218073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1218102.125000 Penalty: 4604.707031
	Iteration 15Q: 3 clusters Score -1218102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1218110.375000 Penalty: 4604.707031
	Iteration 16Q: 3 clusters Score -1218110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1218118.000000 Penalty: 4604.707031
	Iteration 17Q: 3 clusters Score -1218118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1218120.500000 Penalty: 4604.707031
	Iteration 18Q: 3 clusters Score -1218120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1218122.250000 Penalty: 4604.707031
	Iteration 19Q: 3 clusters Score -1218122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1218125.125000 Penalty: 4604.707031
	Iteration 20F: 3 clusters Score -1218125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1218126.875000 Penalty: 4604.707031
	Iteration 21Q: 3 clusters Score -1218127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1218126.625000 Penalty: 4604.707031
	Iteration 22Q: 3 clusters Score -1218127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1218125.500000 Penalty: 4604.707031
	Iteration 23Q: 3 clusters Score -1218126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1218128.500000 Penalty: 4604.707031
	Iteration 24Q: 3 clusters Score -1218128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1218127.500000 Penalty: 4604.707031
	Iteration 25Q: 3 clusters Score -1218128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1218130.000000 Penalty: 4604.707031
	Iteration 26Q: 3 clusters Score -1218130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1218129.375000 Penalty: 4604.707031
	Iteration 27Q: 3 clusters Score -1218129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1218131.125000 Penalty: 4604.707031
	Iteration 28Q: 3 clusters Score -1218131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1218131.125000 Penalty: 4604.707031
	Iteration 29Q: 3 clusters Score -1218131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1218132.250000 Penalty: 4604.707031
	Iteration 30Q: 3 clusters Score -1218132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1218131.125000 Penalty: 4604.707031
	Iteration 31Q: 3 clusters Score -1218131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1218134.375000 Penalty: 4604.707031
	Iteration 32Q: 3 clusters Score -1218134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1218135.375000 Penalty: 4604.707031
	Iteration 33Q: 3 clusters Score -1218135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1218135.375000 Penalty: 4604.707031
	Iteration 34F: 3 clusters Score -1218135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18369 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 28091 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21694 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 9385 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 26019 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188853 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 44815 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 18959 members 
Mstep: Class 25 contains 8024 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10149 members 
Mstep: Class 29 contains 169680 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39383 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 11833 members 
Mstep: Class 36 contains 2411 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6492 members 
Mstep: Class 43 contains 5626 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 4164 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18291 members 
Mstep: Class 55 contains 184057 members 
Mstep: Class 56 contains 25548 members 
Mstep: Class 57 contains 5214 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8967 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 6597 members 
Entering Unmasked Estep 
Score: -133767536.000000 Penalty: 253084.625000
Splitting cluster 52 changes total score from -133768432.000000 to -133767536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -35738.613281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -35738.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34556.121094 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -34556.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34689.472656 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -34689.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34706.082031 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -34706.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34733.496094 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -34733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34744.718750 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -34744.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34762.867188 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -34762.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34773.785156 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -34773.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34802.304688 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -34802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34863.976562 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -34863.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34895.851562 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -34895.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34951.718750 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -34951.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34971.570312 Penalty: 2886.761230
	Iteration 11Q: 3 clusters Score -34971.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35001.519531 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -35001.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35033.511719 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -35033.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35033.511719 Penalty: 2886.761230
	Iteration 14F: 3 clusters Score -35033.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Entering Unmasked Estep 
Score: -2124560.000000 Penalty: 2433.912598
	Iteration 0F: 2 clusters Score -2124560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2111679.500000 Penalty: 4867.825195
	Iteration 0F: 3 clusters Score -2111680 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2116120.750000 Penalty: 4867.825195
	Iteration 1F: 3 clusters Score -2116121 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2116711.000000 Penalty: 4867.825195
	Iteration 2F: 3 clusters Score -2116711 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2117306.250000 Penalty: 4867.825195
	Iteration 3F: 3 clusters Score -2117306 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2117883.250000 Penalty: 4867.825195
	Iteration 4F: 3 clusters Score -2117883 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2118463.250000 Penalty: 4867.825195
	Iteration 5F: 3 clusters Score -2118463 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2119032.250000 Penalty: 4867.825195
	Iteration 6F: 3 clusters Score -2119032 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2119646.250000 Penalty: 4867.825195
	Iteration 7F: 3 clusters Score -2119646 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2120236.500000 Penalty: 4867.825195
	Iteration 8Q: 3 clusters Score -2120236 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2120766.000000 Penalty: 4867.825195
	Iteration 9Q: 3 clusters Score -2120766 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2121153.750000 Penalty: 4867.825195
	Iteration 10Q: 3 clusters Score -2121154 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2121427.250000 Penalty: 4867.825195
	Iteration 11Q: 3 clusters Score -2121427 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2121627.750000 Penalty: 4867.825195
	Iteration 12Q: 3 clusters Score -2121628 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2121750.250000 Penalty: 4867.825195
	Iteration 13Q: 3 clusters Score -2121750 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2121865.750000 Penalty: 4867.825195
	Iteration 14Q: 3 clusters Score -2121866 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2121944.750000 Penalty: 4867.825195
	Iteration 15Q: 3 clusters Score -2121945 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2122015.250000 Penalty: 4867.825195
	Iteration 16Q: 3 clusters Score -2122015 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2122079.750000 Penalty: 4867.825195
	Iteration 17Q: 3 clusters Score -2122080 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2122124.500000 Penalty: 4867.825195
	Iteration 18Q: 3 clusters Score -2122124 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2122165.000000 Penalty: 4867.825195
	Iteration 19Q: 3 clusters Score -2122165 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2122197.000000 Penalty: 4867.825195
	Iteration 20F: 3 clusters Score -2122197 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2122219.500000 Penalty: 4867.825195
	Iteration 21Q: 3 clusters Score -2122220 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2122242.500000 Penalty: 4867.825195
	Iteration 22Q: 3 clusters Score -2122242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2122254.750000 Penalty: 4867.825195
	Iteration 23Q: 3 clusters Score -2122255 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2122263.750000 Penalty: 4867.825195
	Iteration 24Q: 3 clusters Score -2122264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2122277.250000 Penalty: 4867.825195
	Iteration 25Q: 3 clusters Score -2122277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2122289.000000 Penalty: 4867.825195
	Iteration 26Q: 3 clusters Score -2122289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2122305.250000 Penalty: 4867.825195
	Iteration 27Q: 3 clusters Score -2122305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2122313.750000 Penalty: 4867.825195
	Iteration 28Q: 3 clusters Score -2122314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2122316.500000 Penalty: 4867.825195
	Iteration 29Q: 3 clusters Score -2122316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2122332.750000 Penalty: 4867.825195
	Iteration 30Q: 3 clusters Score -2122333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2122337.500000 Penalty: 4867.825195
	Iteration 31Q: 3 clusters Score -2122338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2122342.000000 Penalty: 4867.825195
	Iteration 32Q: 3 clusters Score -2122342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2122349.500000 Penalty: 4867.825195
	Iteration 33Q: 3 clusters Score -2122350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2122356.250000 Penalty: 4867.825195
	Iteration 34Q: 3 clusters Score -2122356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2122357.000000 Penalty: 4867.825195
	Iteration 35Q: 3 clusters Score -2122357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2122361.000000 Penalty: 4867.825195
	Iteration 36Q: 3 clusters Score -2122361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2122364.500000 Penalty: 4867.825195
	Iteration 37Q: 3 clusters Score -2122364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2122367.250000 Penalty: 4867.825195
	Iteration 38Q: 3 clusters Score -2122367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2122366.250000 Penalty: 4867.825195
	Iteration 39Q: 3 clusters Score -2122366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2122369.000000 Penalty: 4867.825195
	Iteration 40F: 3 clusters Score -2122369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2122370.500000 Penalty: 4867.825195
	Iteration 41Q: 3 clusters Score -2122370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2122378.000000 Penalty: 4867.825195
	Iteration 42Q: 3 clusters Score -2122378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2122378.500000 Penalty: 4867.825195
	Iteration 43Q: 3 clusters Score -2122378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2122382.500000 Penalty: 4867.825195
	Iteration 44Q: 3 clusters Score -2122382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2122384.750000 Penalty: 4867.825195
	Iteration 45Q: 3 clusters Score -2122385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2122388.250000 Penalty: 4867.825195
	Iteration 46Q: 3 clusters Score -2122388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2122387.500000 Penalty: 4867.825195
	Iteration 47Q: 3 clusters Score -2122388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2122389.500000 Penalty: 4867.825195
	Iteration 48Q: 3 clusters Score -2122390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2122393.000000 Penalty: 4867.825195
	Iteration 49Q: 3 clusters Score -2122393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2122392.250000 Penalty: 4867.825195
	Iteration 50Q: 3 clusters Score -2122392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2122398.750000 Penalty: 4867.825195
	Iteration 51Q: 3 clusters Score -2122399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2122397.500000 Penalty: 4867.825195
	Iteration 52Q: 3 clusters Score -2122398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2122403.250000 Penalty: 4867.825195
	Iteration 53Q: 3 clusters Score -2122403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2122404.250000 Penalty: 4867.825195
	Iteration 54Q: 3 clusters Score -2122404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2122403.750000 Penalty: 4867.825195
	Iteration 55Q: 3 clusters Score -2122404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2122402.750000 Penalty: 4867.825195
	Iteration 56Q: 3 clusters Score -2122403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2122404.000000 Penalty: 4867.825195
	Iteration 57Q: 3 clusters Score -2122404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2122407.250000 Penalty: 4867.825195
	Iteration 58Q: 3 clusters Score -2122407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2122406.500000 Penalty: 4867.825195
	Iteration 59Q: 3 clusters Score -2122406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2122408.250000 Penalty: 4867.825195
	Iteration 60F: 3 clusters Score -2122408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2122408.000000 Penalty: 4867.825195
	Iteration 61Q: 3 clusters Score -2122408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2122408.750000 Penalty: 4867.825195
	Iteration 62Q: 3 clusters Score -2122409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2122410.000000 Penalty: 4867.825195
	Iteration 63Q: 3 clusters Score -2122410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2122408.500000 Penalty: 4867.825195
	Iteration 64Q: 3 clusters Score -2122408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2122410.000000 Penalty: 4867.825195
	Iteration 65Q: 3 clusters Score -2122410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2122410.000000 Penalty: 4867.825195
	Iteration 66F: 3 clusters Score -2122410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (184057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184057 members 
Entering Unmasked Estep 
Score: -21734024.000000 Penalty: 3006.504395
	Iteration 0F: 2 clusters Score -2.173402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92189 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -21612390.000000 Penalty: 6013.008789
	Iteration 0F: 3 clusters Score -2.161239e+07 nChanged 88530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -21663900.000000 Penalty: 6013.008789
	Iteration 1F: 3 clusters Score -2.16639e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -21665268.000000 Penalty: 6013.008789
	Iteration 2Q: 3 clusters Score -2.166527e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102298 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -21667192.000000 Penalty: 6013.008789
	Iteration 3Q: 3 clusters Score -2.166719e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -21670176.000000 Penalty: 6013.008789
	Iteration 4Q: 3 clusters Score -2.167018e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -21675240.000000 Penalty: 6013.008789
	Iteration 5F: 3 clusters Score -2.167524e+07 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129324 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -21683782.000000 Penalty: 6013.008789
	Iteration 6F: 3 clusters Score -2.168378e+07 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144114 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -21696290.000000 Penalty: 6013.008789
	Iteration 7F: 3 clusters Score -2.169629e+07 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158980 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -21710760.000000 Penalty: 6013.008789
	Iteration 8F: 3 clusters Score -2.171076e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -21721668.000000 Penalty: 6013.008789
	Iteration 9F: 3 clusters Score -2.172167e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176448 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -21727640.000000 Penalty: 6013.008789
	Iteration 10Q: 3 clusters Score -2.172764e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179136 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -21730328.000000 Penalty: 6013.008789
	Iteration 11Q: 3 clusters Score -2.173033e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180234 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -21731648.000000 Penalty: 6013.008789
	Iteration 12Q: 3 clusters Score -2.173165e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180736 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -21732172.000000 Penalty: 6013.008789
	Iteration 13Q: 3 clusters Score -2.173217e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181048 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -21732392.000000 Penalty: 6013.008789
	Iteration 14Q: 3 clusters Score -2.173239e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181245 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -21732478.000000 Penalty: 6013.008789
	Iteration 15Q: 3 clusters Score -2.173248e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181379 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -21732530.000000 Penalty: 6013.008789
	Iteration 16Q: 3 clusters Score -2.173253e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181488 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -21732558.000000 Penalty: 6013.008789
	Iteration 17Q: 3 clusters Score -2.173256e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181560 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -21732550.000000 Penalty: 6013.008789
	Iteration 18Q: 3 clusters Score -2.173255e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181631 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -21732598.000000 Penalty: 6013.008789
	Iteration 19Q: 3 clusters Score -2.17326e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181688 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -21732608.000000 Penalty: 6013.008789
	Iteration 20F: 3 clusters Score -2.173261e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181722 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -21732636.000000 Penalty: 6013.008789
	Iteration 21Q: 3 clusters Score -2.173264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181752 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -21732642.000000 Penalty: 6013.008789
	Iteration 22Q: 3 clusters Score -2.173264e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181787 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -21732648.000000 Penalty: 6013.008789
	Iteration 23Q: 3 clusters Score -2.173265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181829 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -21732662.000000 Penalty: 6013.008789
	Iteration 24Q: 3 clusters Score -2.173266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181853 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21732664.000000 Penalty: 6013.008789
	Iteration 25Q: 3 clusters Score -2.173266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181876 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -21732668.000000 Penalty: 6013.008789
	Iteration 26Q: 3 clusters Score -2.173267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181889 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -21732678.000000 Penalty: 6013.008789
	Iteration 27Q: 3 clusters Score -2.173268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181899 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -21732666.000000 Penalty: 6013.008789
	Iteration 28Q: 3 clusters Score -2.173267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181908 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -21732672.000000 Penalty: 6013.008789
	Iteration 29Q: 3 clusters Score -2.173267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181917 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -21732660.000000 Penalty: 6013.008789
	Iteration 30Q: 3 clusters Score -2.173266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181925 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -21732692.000000 Penalty: 6013.008789
	Iteration 31Q: 3 clusters Score -2.173269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181935 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -21732712.000000 Penalty: 6013.008789
	Iteration 32Q: 3 clusters Score -2.173271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181949 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -21732712.000000 Penalty: 6013.008789
	Iteration 33Q: 3 clusters Score -2.173271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181962 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -21732710.000000 Penalty: 6013.008789
	Iteration 34Q: 3 clusters Score -2.173271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181972 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -21732710.000000 Penalty: 6013.008789
	Iteration 35Q: 3 clusters Score -2.173271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181980 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -21732728.000000 Penalty: 6013.008789
	Iteration 36Q: 3 clusters Score -2.173273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181997 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -21732712.000000 Penalty: 6013.008789
	Iteration 37Q: 3 clusters Score -2.173271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182014 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -21732716.000000 Penalty: 6013.008789
	Iteration 38Q: 3 clusters Score -2.173272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -21732694.000000 Penalty: 6013.008789
	Iteration 39Q: 3 clusters Score -2.173269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21732684.000000 Penalty: 6013.008789
	Iteration 40F: 3 clusters Score -2.173268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182045 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -21732694.000000 Penalty: 6013.008789
	Iteration 41Q: 3 clusters Score -2.173269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182049 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -21732690.000000 Penalty: 6013.008789
	Iteration 42Q: 3 clusters Score -2.173269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182056 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21732678.000000 Penalty: 6013.008789
	Iteration 43Q: 3 clusters Score -2.173268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182058 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21732694.000000 Penalty: 6013.008789
	Iteration 44Q: 3 clusters Score -2.173269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182059 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21732698.000000 Penalty: 6013.008789
	Iteration 45Q: 3 clusters Score -2.17327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182061 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -21732686.000000 Penalty: 6013.008789
	Iteration 46Q: 3 clusters Score -2.173269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182063 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -21732686.000000 Penalty: 6013.008789
	Iteration 47Q: 3 clusters Score -2.173269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182064 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21732690.000000 Penalty: 6013.008789
	Iteration 48Q: 3 clusters Score -2.173269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182064 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21732690.000000 Penalty: 6013.008789
	Iteration 49F: 3 clusters Score -2.173269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (25548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Entering Unmasked Estep 
Score: -2991211.500000 Penalty: 2516.781982
	Iteration 0F: 2 clusters Score -2991212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2973520.500000 Penalty: 5033.563965
	Iteration 0F: 3 clusters Score -2973520 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2979653.250000 Penalty: 5033.563965
	Iteration 1F: 3 clusters Score -2979653 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2980112.000000 Penalty: 5033.563965
	Iteration 2Q: 3 clusters Score -2980112 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2980539.750000 Penalty: 5033.563965
	Iteration 3Q: 3 clusters Score -2980540 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2980998.750000 Penalty: 5033.563965
	Iteration 4Q: 3 clusters Score -2980999 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2981616.750000 Penalty: 5033.563965
	Iteration 5Q: 3 clusters Score -2981617 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2982433.500000 Penalty: 5033.563965
	Iteration 6F: 3 clusters Score -2982434 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2983507.250000 Penalty: 5033.563965
	Iteration 7F: 3 clusters Score -2983507 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2984832.250000 Penalty: 5033.563965
	Iteration 8F: 3 clusters Score -2984832 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2986132.000000 Penalty: 5033.563965
	Iteration 9F: 3 clusters Score -2986132 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2987163.250000 Penalty: 5033.563965
	Iteration 10Q: 3 clusters Score -2987163 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2987796.750000 Penalty: 5033.563965
	Iteration 11Q: 3 clusters Score -2987797 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -2988220.000000 Penalty: 5033.563965
	Iteration 12Q: 3 clusters Score -2988220 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -2988525.750000 Penalty: 5033.563965
	Iteration 13Q: 3 clusters Score -2988526 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2988688.750000 Penalty: 5033.563965
	Iteration 14Q: 3 clusters Score -2988689 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2988808.500000 Penalty: 5033.563965
	Iteration 15Q: 3 clusters Score -2988808 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2988897.250000 Penalty: 5033.563965
	Iteration 16Q: 3 clusters Score -2988897 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2988953.750000 Penalty: 5033.563965
	Iteration 17Q: 3 clusters Score -2988954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2989011.250000 Penalty: 5033.563965
	Iteration 18Q: 3 clusters Score -2989011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2989050.500000 Penalty: 5033.563965
	Iteration 19Q: 3 clusters Score -2989050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -2989079.250000 Penalty: 5033.563965
	Iteration 20F: 3 clusters Score -2989079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2989107.500000 Penalty: 5033.563965
	Iteration 21Q: 3 clusters Score -2989108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2989118.000000 Penalty: 5033.563965
	Iteration 22Q: 3 clusters Score -2989118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -2989128.500000 Penalty: 5033.563965
	Iteration 23Q: 3 clusters Score -2989128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -2989131.750000 Penalty: 5033.563965
	Iteration 24Q: 3 clusters Score -2989132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -2989138.500000 Penalty: 5033.563965
	Iteration 25Q: 3 clusters Score -2989138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2989142.500000 Penalty: 5033.563965
	Iteration 26Q: 3 clusters Score -2989142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2989146.000000 Penalty: 5033.563965
	Iteration 27Q: 3 clusters Score -2989146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2989149.250000 Penalty: 5033.563965
	Iteration 28Q: 3 clusters Score -2989149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2989148.250000 Penalty: 5033.563965
	Iteration 29Q: 3 clusters Score -2989148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -2989148.500000 Penalty: 5033.563965
	Iteration 30Q: 3 clusters Score -2989148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2989149.250000 Penalty: 5033.563965
	Iteration 31Q: 3 clusters Score -2989149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2989147.750000 Penalty: 5033.563965
	Iteration 32Q: 3 clusters Score -2989148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -2989149.250000 Penalty: 5033.563965
	Iteration 33Q: 3 clusters Score -2989149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -2989151.000000 Penalty: 5033.563965
	Iteration 34Q: 3 clusters Score -2989151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -2989151.000000 Penalty: 5033.563965
	Iteration 35Q: 3 clusters Score -2989151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -2989151.000000 Penalty: 5033.563965
	Iteration 36F: 3 clusters Score -2989151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Entering Unmasked Estep 
Score: -618954.937500 Penalty: 2122.657471
	Iteration 0F: 2 clusters Score -618954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -614336.250000 Penalty: 4245.314941
	Iteration 0F: 3 clusters Score -614336.2 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -615393.250000 Penalty: 4245.314941
	Iteration 1F: 3 clusters Score -615393.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -615590.750000 Penalty: 4245.314941
	Iteration 2F: 3 clusters Score -615590.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -615751.312500 Penalty: 4245.314941
	Iteration 3F: 3 clusters Score -615751.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -615878.500000 Penalty: 4245.314941
	Iteration 4Q: 3 clusters Score -615878.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -615999.062500 Penalty: 4245.314941
	Iteration 5Q: 3 clusters Score -615999.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -616126.125000 Penalty: 4245.314941
	Iteration 6Q: 3 clusters Score -616126.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -616235.625000 Penalty: 4245.314941
	Iteration 7Q: 3 clusters Score -616235.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -616343.375000 Penalty: 4245.314941
	Iteration 8Q: 3 clusters Score -616343.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -616469.687500 Penalty: 4245.314941
	Iteration 9Q: 3 clusters Score -616469.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -616582.937500 Penalty: 4245.314941
	Iteration 10Q: 3 clusters Score -616582.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -616679.375000 Penalty: 4245.314941
	Iteration 11Q: 3 clusters Score -616679.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -616775.062500 Penalty: 4245.314941
	Iteration 12Q: 3 clusters Score -616775.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -616868.812500 Penalty: 4245.314941
	Iteration 13Q: 3 clusters Score -616868.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -616948.250000 Penalty: 4245.314941
	Iteration 14Q: 3 clusters Score -616948.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -617032.687500 Penalty: 4245.314941
	Iteration 15Q: 3 clusters Score -617032.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -617103.687500 Penalty: 4245.314941
	Iteration 16Q: 3 clusters Score -617103.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -617159.375000 Penalty: 4245.314941
	Iteration 17Q: 3 clusters Score -617159.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -617214.062500 Penalty: 4245.314941
	Iteration 18Q: 3 clusters Score -617214.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -617245.500000 Penalty: 4245.314941
	Iteration 19Q: 3 clusters Score -617245.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -617273.687500 Penalty: 4245.314941
	Iteration 20F: 3 clusters Score -617273.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -617304.875000 Penalty: 4245.314941
	Iteration 21Q: 3 clusters Score -617304.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -617338.687500 Penalty: 4245.314941
	Iteration 22Q: 3 clusters Score -617338.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -617364.500000 Penalty: 4245.314941
	Iteration 23Q: 3 clusters Score -617364.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -617377.875000 Penalty: 4245.314941
	Iteration 24Q: 3 clusters Score -617377.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -617395.375000 Penalty: 4245.314941
	Iteration 25Q: 3 clusters Score -617395.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -617408.562500 Penalty: 4245.314941
	Iteration 26Q: 3 clusters Score -617408.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -617421.625000 Penalty: 4245.314941
	Iteration 27Q: 3 clusters Score -617421.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -617432.000000 Penalty: 4245.314941
	Iteration 28Q: 3 clusters Score -617432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -617445.062500 Penalty: 4245.314941
	Iteration 29Q: 3 clusters Score -617445.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -617451.625000 Penalty: 4245.314941
	Iteration 30Q: 3 clusters Score -617451.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -617455.062500 Penalty: 4245.314941
	Iteration 31Q: 3 clusters Score -617455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -617457.312500 Penalty: 4245.314941
	Iteration 32Q: 3 clusters Score -617457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -617460.375000 Penalty: 4245.314941
	Iteration 33Q: 3 clusters Score -617460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -617464.000000 Penalty: 4245.314941
	Iteration 34Q: 3 clusters Score -617464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -617466.562500 Penalty: 4245.314941
	Iteration 35Q: 3 clusters Score -617466.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -617469.125000 Penalty: 4245.314941
	Iteration 36Q: 3 clusters Score -617469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -617469.125000 Penalty: 4245.314941
	Iteration 37Q: 3 clusters Score -617469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -617469.125000 Penalty: 4245.314941
	Iteration 38F: 3 clusters Score -617469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -100829.453125 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -100829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99168.359375 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -99168.36 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99425.882812 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -99425.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99596.570312 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -99596.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -99713.953125 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -99713.95 nChanged 29
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: -99867.570312 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -99867.57 nChanged 32
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: -100003.023438 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -100003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100073.359375 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -100073.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -100110.343750 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -100110.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100136.312500 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -100136.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100144.625000 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -100144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100149.320312 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -100149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100154.812500 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -100154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100158.000000 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -100158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100164.234375 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -100164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100164.234375 Penalty: 3211.814697
	Iteration 14F: 3 clusters Score -100164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -25340.835938 Penalty: 1302.563843
	Iteration 0F: 2 clusters Score -25340.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24296.197266 Penalty: 2605.127686
	Iteration 0F: 3 clusters Score -24296.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24390.460938 Penalty: 2605.127686
	Iteration 1F: 3 clusters Score -24390.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24413.984375 Penalty: 2605.127686
	Iteration 2Q: 3 clusters Score -24413.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24418.667969 Penalty: 2605.127686
	Iteration 3Q: 3 clusters Score -24418.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24418.667969 Penalty: 2605.127686
	Iteration 4F: 3 clusters Score -24418.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -91005.757812 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -91005.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89417.500000 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -89417.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89722.835938 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -89722.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90036.718750 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -90036.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90315.281250 Penalty: 3204.112793
	Iteration 3F: 3 clusters Score -90315.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90565.312500 Penalty: 3204.112793
	Iteration 4F: 3 clusters Score -90565.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90787.554688 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -90787.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90876.109375 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -90876.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90922.312500 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -90922.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90971.304688 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -90971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90986.101562 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -90986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90997.203125 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -90997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91004.570312 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -91004.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91004.570312 Penalty: 3204.112793
	Iteration 12F: 3 clusters Score -91004.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -87717.304688 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -87717.3 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 322 members 
Entering Unmasked Estep 
Score: -86066.406250 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -86066.41 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86397.031250 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -86397.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86614.773438 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -86614.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86819.046875 Penalty: 3200.216309
	Iteration 3F: 3 clusters Score -86819.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86982.226562 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -86982.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87084.976562 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -87084.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87191.273438 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -87191.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87254.757812 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -87254.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87281.468750 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -87281.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87305.898438 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -87305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -87318.734375 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -87318.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87329.203125 Penalty: 3200.216309
	Iteration 11Q: 3 clusters Score -87329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87337.726562 Penalty: 3200.216309
	Iteration 12Q: 3 clusters Score -87337.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87345.062500 Penalty: 3200.216309
	Iteration 13Q: 3 clusters Score -87345.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87346.585938 Penalty: 3200.216309
	Iteration 14Q: 3 clusters Score -87346.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87346.585938 Penalty: 3200.216309
	Iteration 15F: 3 clusters Score -87346.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -120444.640625 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -120444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -118699.156250 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -118699.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119892.695312 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -119892.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -120857.234375 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -120857.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -121274.531250 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -121274.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -121390.046875 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -121390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -121480.742188 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -121480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -121516.898438 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -121516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -121540.367188 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -121540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -121590.320312 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -121590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -121669.312500 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -121669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121692.929688 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -121692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -121730.750000 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -121730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -121761.976562 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -121762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -121795.070312 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -121795.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -121796.546875 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -121796.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -121796.546875 Penalty: 3369.002930
	Iteration 15F: 3 clusters Score -121796.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18369 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 28091 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21694 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 9385 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 26019 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188853 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 44815 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 18959 members 
Mstep: Class 25 contains 8024 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10149 members 
Mstep: Class 29 contains 169680 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39383 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 11833 members 
Mstep: Class 36 contains 2411 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6492 members 
Mstep: Class 43 contains 5626 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10761 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18291 members 
Mstep: Class 55 contains 184057 members 
Mstep: Class 56 contains 25548 members 
Mstep: Class 57 contains 5214 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 578 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8967 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 313 members 
Entering Unmasked Estep 
Score: -133768072.000000 Penalty: 253084.625000
Splitting cluster 62 changes total score from -133768432.000000 to -133768072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -182651.125000 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -182651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -180566.859375 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -180566.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -181454.781250 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -181454.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -182316.796875 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -182316.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -182910.671875 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -182910.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -183162.375000 Penalty: 3566.201416
	Iteration 4F: 3 clusters Score -183162.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -183328.750000 Penalty: 3566.201416
	Iteration 5Q: 3 clusters Score -183328.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -183458.171875 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -183458.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -183570.093750 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -183570.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -183638.984375 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -183639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -183649.296875 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -183649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -183650.015625 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -183650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -183650.015625 Penalty: 3566.201416
	Iteration 11F: 3 clusters Score -183650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18369 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 28091 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21694 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 9385 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 26019 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188853 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 44815 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 18959 members 
Mstep: Class 25 contains 8024 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10149 members 
Mstep: Class 29 contains 169680 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39383 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 11833 members 
Mstep: Class 36 contains 2411 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6492 members 
Mstep: Class 43 contains 5626 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10761 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18291 members 
Mstep: Class 55 contains 184057 members 
Mstep: Class 56 contains 25548 members 
Mstep: Class 57 contains 5214 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 922 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8967 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 404 members 
Entering Unmasked Estep 
Score: -133767760.000000 Penalty: 253084.625000
Splitting cluster 63 changes total score from -133768432.000000 to -133767760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -45654.949219 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -45654.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44204.679688 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -44204.68 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44440.070312 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -44440.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44514.132812 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -44514.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44539.757812 Penalty: 3036.756348
	Iteration 3Q: 3 clusters Score -44539.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44542.687500 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -44542.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44542.687500 Penalty: 3036.756348
	Iteration 5F: 3 clusters Score -44542.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -460101.375000 Penalty: 2059.575928
	Iteration 0F: 2 clusters Score -460101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -456136.000000 Penalty: 4119.151855
	Iteration 0F: 3 clusters Score -456136 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -457070.406250 Penalty: 4119.151855
	Iteration 1F: 3 clusters Score -457070.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -457264.906250 Penalty: 4119.151855
	Iteration 2F: 3 clusters Score -457264.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -457370.500000 Penalty: 4119.151855
	Iteration 3Q: 3 clusters Score -457370.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -457434.968750 Penalty: 4119.151855
	Iteration 4Q: 3 clusters Score -457435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -457490.406250 Penalty: 4119.151855
	Iteration 5Q: 3 clusters Score -457490.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -457534.625000 Penalty: 4119.151855
	Iteration 6Q: 3 clusters Score -457534.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -457577.343750 Penalty: 4119.151855
	Iteration 7Q: 3 clusters Score -457577.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -457618.656250 Penalty: 4119.151855
	Iteration 8Q: 3 clusters Score -457618.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -457656.312500 Penalty: 4119.151855
	Iteration 9Q: 3 clusters Score -457656.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -457694.250000 Penalty: 4119.151855
	Iteration 10Q: 3 clusters Score -457694.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -457737.718750 Penalty: 4119.151855
	Iteration 11Q: 3 clusters Score -457737.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -457792.000000 Penalty: 4119.151855
	Iteration 12Q: 3 clusters Score -457792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -457887.531250 Penalty: 4119.151855
	Iteration 13Q: 3 clusters Score -457887.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -457995.343750 Penalty: 4119.151855
	Iteration 14Q: 3 clusters Score -457995.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -458079.375000 Penalty: 4119.151855
	Iteration 15Q: 3 clusters Score -458079.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -458127.968750 Penalty: 4119.151855
	Iteration 16Q: 3 clusters Score -458128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -458166.406250 Penalty: 4119.151855
	Iteration 17Q: 3 clusters Score -458166.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -458204.062500 Penalty: 4119.151855
	Iteration 18Q: 3 clusters Score -458204.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -458236.593750 Penalty: 4119.151855
	Iteration 19Q: 3 clusters Score -458236.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -458260.343750 Penalty: 4119.151855
	Iteration 20F: 3 clusters Score -458260.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -458273.906250 Penalty: 4119.151855
	Iteration 21Q: 3 clusters Score -458273.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -458282.156250 Penalty: 4119.151855
	Iteration 22Q: 3 clusters Score -458282.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -458292.531250 Penalty: 4119.151855
	Iteration 23Q: 3 clusters Score -458292.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -458305.218750 Penalty: 4119.151855
	Iteration 24Q: 3 clusters Score -458305.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -458313.000000 Penalty: 4119.151855
	Iteration 25Q: 3 clusters Score -458313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -458322.937500 Penalty: 4119.151855
	Iteration 26Q: 3 clusters Score -458322.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -458331.125000 Penalty: 4119.151855
	Iteration 27Q: 3 clusters Score -458331.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -458340.656250 Penalty: 4119.151855
	Iteration 28Q: 3 clusters Score -458340.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -458352.093750 Penalty: 4119.151855
	Iteration 29Q: 3 clusters Score -458352.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -458365.500000 Penalty: 4119.151855
	Iteration 30Q: 3 clusters Score -458365.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -458377.718750 Penalty: 4119.151855
	Iteration 31Q: 3 clusters Score -458377.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -458390.093750 Penalty: 4119.151855
	Iteration 32Q: 3 clusters Score -458390.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -458404.218750 Penalty: 4119.151855
	Iteration 33Q: 3 clusters Score -458404.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -458411.531250 Penalty: 4119.151855
	Iteration 34Q: 3 clusters Score -458411.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -458422.687500 Penalty: 4119.151855
	Iteration 35Q: 3 clusters Score -458422.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -458427.250000 Penalty: 4119.151855
	Iteration 36Q: 3 clusters Score -458427.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -458431.281250 Penalty: 4119.151855
	Iteration 37Q: 3 clusters Score -458431.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -458435.343750 Penalty: 4119.151855
	Iteration 38Q: 3 clusters Score -458435.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -458439.375000 Penalty: 4119.151855
	Iteration 39Q: 3 clusters Score -458439.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -458442.812500 Penalty: 4119.151855
	Iteration 40F: 3 clusters Score -458442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -458447.562500 Penalty: 4119.151855
	Iteration 41Q: 3 clusters Score -458447.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -458450.562500 Penalty: 4119.151855
	Iteration 42Q: 3 clusters Score -458450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -458454.187500 Penalty: 4119.151855
	Iteration 43Q: 3 clusters Score -458454.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -458457.937500 Penalty: 4119.151855
	Iteration 44Q: 3 clusters Score -458457.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -458461.281250 Penalty: 4119.151855
	Iteration 45Q: 3 clusters Score -458461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -458463.343750 Penalty: 4119.151855
	Iteration 46Q: 3 clusters Score -458463.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -458467.343750 Penalty: 4119.151855
	Iteration 47Q: 3 clusters Score -458467.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -458473.375000 Penalty: 4119.151855
	Iteration 48Q: 3 clusters Score -458473.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -458479.312500 Penalty: 4119.151855
	Iteration 49Q: 3 clusters Score -458479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -458486.156250 Penalty: 4119.151855
	Iteration 50Q: 3 clusters Score -458486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -458495.093750 Penalty: 4119.151855
	Iteration 51Q: 3 clusters Score -458495.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -458509.187500 Penalty: 4119.151855
	Iteration 52Q: 3 clusters Score -458509.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -458517.750000 Penalty: 4119.151855
	Iteration 53Q: 3 clusters Score -458517.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -458525.781250 Penalty: 4119.151855
	Iteration 54Q: 3 clusters Score -458525.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -458535.218750 Penalty: 4119.151855
	Iteration 55Q: 3 clusters Score -458535.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -458546.375000 Penalty: 4119.151855
	Iteration 56Q: 3 clusters Score -458546.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -458556.062500 Penalty: 4119.151855
	Iteration 57Q: 3 clusters Score -458556.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -458566.062500 Penalty: 4119.151855
	Iteration 58Q: 3 clusters Score -458566.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -458576.031250 Penalty: 4119.151855
	Iteration 59Q: 3 clusters Score -458576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -458586.906250 Penalty: 4119.151855
	Iteration 60F: 3 clusters Score -458586.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -458601.937500 Penalty: 4119.151855
	Iteration 61Q: 3 clusters Score -458601.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -458623.625000 Penalty: 4119.151855
	Iteration 62Q: 3 clusters Score -458623.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -458645.625000 Penalty: 4119.151855
	Iteration 63Q: 3 clusters Score -458645.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -458661.718750 Penalty: 4119.151855
	Iteration 64Q: 3 clusters Score -458661.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -458672.687500 Penalty: 4119.151855
	Iteration 65Q: 3 clusters Score -458672.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -458684.718750 Penalty: 4119.151855
	Iteration 66Q: 3 clusters Score -458684.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -458695.562500 Penalty: 4119.151855
	Iteration 67Q: 3 clusters Score -458695.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -458702.687500 Penalty: 4119.151855
	Iteration 68Q: 3 clusters Score -458702.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -458708.343750 Penalty: 4119.151855
	Iteration 69Q: 3 clusters Score -458708.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -458714.843750 Penalty: 4119.151855
	Iteration 70Q: 3 clusters Score -458714.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -458719.062500 Penalty: 4119.151855
	Iteration 71Q: 3 clusters Score -458719.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -458722.531250 Penalty: 4119.151855
	Iteration 72Q: 3 clusters Score -458722.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -458726.625000 Penalty: 4119.151855
	Iteration 73Q: 3 clusters Score -458726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -458732.468750 Penalty: 4119.151855
	Iteration 74Q: 3 clusters Score -458732.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -458737.656250 Penalty: 4119.151855
	Iteration 75Q: 3 clusters Score -458737.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -458740.562500 Penalty: 4119.151855
	Iteration 76Q: 3 clusters Score -458740.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -458741.968750 Penalty: 4119.151855
	Iteration 77Q: 3 clusters Score -458742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -458743.125000 Penalty: 4119.151855
	Iteration 78Q: 3 clusters Score -458743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -458745.625000 Penalty: 4119.151855
	Iteration 79Q: 3 clusters Score -458745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -458746.625000 Penalty: 4119.151855
	Iteration 80F: 3 clusters Score -458746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -458747.031250 Penalty: 4119.151855
	Iteration 81Q: 3 clusters Score -458747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -458749.156250 Penalty: 4119.151855
	Iteration 82Q: 3 clusters Score -458749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -458749.750000 Penalty: 4119.151855
	Iteration 83Q: 3 clusters Score -458749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -458749.750000 Penalty: 4119.151855
	Iteration 84F: 3 clusters Score -458749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -58222.792969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -58222.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56783.996094 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -56784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56973.550781 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -56973.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57074.699219 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -57074.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57139.828125 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -57139.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57233.171875 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -57233.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57257.183594 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -57257.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57273.484375 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -57273.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57283.035156 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -57283.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57295.546875 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -57295.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57303.160156 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -57303.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57303.160156 Penalty: 3021.289795
	Iteration 10F: 3 clusters Score -57303.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -226041.687500 Penalty: 1827.191772
	Iteration 0F: 2 clusters Score -226041.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -223722.531250 Penalty: 3654.383545
	Iteration 0F: 3 clusters Score -223722.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -224355.625000 Penalty: 3654.383545
	Iteration 1F: 3 clusters Score -224355.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -224683.906250 Penalty: 3654.383545
	Iteration 2F: 3 clusters Score -224683.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -224965.281250 Penalty: 3654.383545
	Iteration 3F: 3 clusters Score -224965.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -225108.109375 Penalty: 3654.383545
	Iteration 4F: 3 clusters Score -225108.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -225241.125000 Penalty: 3654.383545
	Iteration 5Q: 3 clusters Score -225241.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -225379.781250 Penalty: 3654.383545
	Iteration 6Q: 3 clusters Score -225379.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -225506.515625 Penalty: 3654.383545
	Iteration 7Q: 3 clusters Score -225506.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -225591.109375 Penalty: 3654.383545
	Iteration 8Q: 3 clusters Score -225591.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -225693.031250 Penalty: 3654.383545
	Iteration 9Q: 3 clusters Score -225693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -225751.390625 Penalty: 3654.383545
	Iteration 10Q: 3 clusters Score -225751.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -225781.937500 Penalty: 3654.383545
	Iteration 11Q: 3 clusters Score -225781.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -225797.890625 Penalty: 3654.383545
	Iteration 12Q: 3 clusters Score -225797.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -225822.515625 Penalty: 3654.383545
	Iteration 13Q: 3 clusters Score -225822.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -225858.015625 Penalty: 3654.383545
	Iteration 14Q: 3 clusters Score -225858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -225888.968750 Penalty: 3654.383545
	Iteration 15Q: 3 clusters Score -225889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -225901.437500 Penalty: 3654.383545
	Iteration 16Q: 3 clusters Score -225901.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -225915.218750 Penalty: 3654.383545
	Iteration 17Q: 3 clusters Score -225915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -225923.171875 Penalty: 3654.383545
	Iteration 18Q: 3 clusters Score -225923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -225928.156250 Penalty: 3654.383545
	Iteration 19Q: 3 clusters Score -225928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -225931.484375 Penalty: 3654.383545
	Iteration 20F: 3 clusters Score -225931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -225935.437500 Penalty: 3654.383545
	Iteration 21Q: 3 clusters Score -225935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -225937.640625 Penalty: 3654.383545
	Iteration 22Q: 3 clusters Score -225937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -225939.859375 Penalty: 3654.383545
	Iteration 23Q: 3 clusters Score -225939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -225942.500000 Penalty: 3654.383545
	Iteration 24Q: 3 clusters Score -225942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -225944.312500 Penalty: 3654.383545
	Iteration 25Q: 3 clusters Score -225944.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -225944.312500 Penalty: 3654.383545
	Iteration 26F: 3 clusters Score -225944.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (8967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Entering Unmasked Estep 
Score: -931726.500000 Penalty: 2257.124023
	Iteration 0F: 2 clusters Score -931726.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -924693.250000 Penalty: 4514.248047
	Iteration 0F: 3 clusters Score -924693.2 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -926861.625000 Penalty: 4514.248047
	Iteration 1F: 3 clusters Score -926861.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -927344.000000 Penalty: 4514.248047
	Iteration 2F: 3 clusters Score -927344 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -927693.937500 Penalty: 4514.248047
	Iteration 3F: 3 clusters Score -927693.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -927979.437500 Penalty: 4514.248047
	Iteration 4F: 3 clusters Score -927979.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -928189.562500 Penalty: 4514.248047
	Iteration 5Q: 3 clusters Score -928189.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -928405.062500 Penalty: 4514.248047
	Iteration 6Q: 3 clusters Score -928405.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -928594.875000 Penalty: 4514.248047
	Iteration 7Q: 3 clusters Score -928594.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -928768.375000 Penalty: 4514.248047
	Iteration 8Q: 3 clusters Score -928768.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -928904.812500 Penalty: 4514.248047
	Iteration 9Q: 3 clusters Score -928904.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -929004.687500 Penalty: 4514.248047
	Iteration 10Q: 3 clusters Score -929004.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -929091.937500 Penalty: 4514.248047
	Iteration 11Q: 3 clusters Score -929091.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -929168.000000 Penalty: 4514.248047
	Iteration 12Q: 3 clusters Score -929168 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -929244.125000 Penalty: 4514.248047
	Iteration 13Q: 3 clusters Score -929244.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -929322.875000 Penalty: 4514.248047
	Iteration 14Q: 3 clusters Score -929322.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -929378.437500 Penalty: 4514.248047
	Iteration 15Q: 3 clusters Score -929378.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -929414.750000 Penalty: 4514.248047
	Iteration 16Q: 3 clusters Score -929414.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -929460.562500 Penalty: 4514.248047
	Iteration 17Q: 3 clusters Score -929460.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -929496.312500 Penalty: 4514.248047
	Iteration 18Q: 3 clusters Score -929496.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -929547.625000 Penalty: 4514.248047
	Iteration 19Q: 3 clusters Score -929547.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -929599.812500 Penalty: 4514.248047
	Iteration 20F: 3 clusters Score -929599.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -929652.687500 Penalty: 4514.248047
	Iteration 21Q: 3 clusters Score -929652.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -929708.562500 Penalty: 4514.248047
	Iteration 22Q: 3 clusters Score -929708.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -929744.750000 Penalty: 4514.248047
	Iteration 23Q: 3 clusters Score -929744.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -929782.812500 Penalty: 4514.248047
	Iteration 24Q: 3 clusters Score -929782.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -929813.250000 Penalty: 4514.248047
	Iteration 25Q: 3 clusters Score -929813.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -929845.625000 Penalty: 4514.248047
	Iteration 26Q: 3 clusters Score -929845.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -929867.250000 Penalty: 4514.248047
	Iteration 27Q: 3 clusters Score -929867.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -929887.562500 Penalty: 4514.248047
	Iteration 28Q: 3 clusters Score -929887.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -929900.625000 Penalty: 4514.248047
	Iteration 29Q: 3 clusters Score -929900.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -929918.437500 Penalty: 4514.248047
	Iteration 30Q: 3 clusters Score -929918.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -929934.000000 Penalty: 4514.248047
	Iteration 31Q: 3 clusters Score -929934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -929947.375000 Penalty: 4514.248047
	Iteration 32Q: 3 clusters Score -929947.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -929971.375000 Penalty: 4514.248047
	Iteration 33Q: 3 clusters Score -929971.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -929988.937500 Penalty: 4514.248047
	Iteration 34Q: 3 clusters Score -929988.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -930009.250000 Penalty: 4514.248047
	Iteration 35Q: 3 clusters Score -930009.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -930033.187500 Penalty: 4514.248047
	Iteration 36Q: 3 clusters Score -930033.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -930052.375000 Penalty: 4514.248047
	Iteration 37Q: 3 clusters Score -930052.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -930064.000000 Penalty: 4514.248047
	Iteration 38Q: 3 clusters Score -930064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -930067.375000 Penalty: 4514.248047
	Iteration 39Q: 3 clusters Score -930067.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -930076.750000 Penalty: 4514.248047
	Iteration 40F: 3 clusters Score -930076.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -930083.000000 Penalty: 4514.248047
	Iteration 41Q: 3 clusters Score -930083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -930093.875000 Penalty: 4514.248047
	Iteration 42Q: 3 clusters Score -930093.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -930105.250000 Penalty: 4514.248047
	Iteration 43Q: 3 clusters Score -930105.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -930112.187500 Penalty: 4514.248047
	Iteration 44Q: 3 clusters Score -930112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -930120.375000 Penalty: 4514.248047
	Iteration 45Q: 3 clusters Score -930120.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -930129.500000 Penalty: 4514.248047
	Iteration 46Q: 3 clusters Score -930129.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -930144.062500 Penalty: 4514.248047
	Iteration 47Q: 3 clusters Score -930144.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -930158.375000 Penalty: 4514.248047
	Iteration 48Q: 3 clusters Score -930158.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -930167.937500 Penalty: 4514.248047
	Iteration 49Q: 3 clusters Score -930167.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -930182.625000 Penalty: 4514.248047
	Iteration 50Q: 3 clusters Score -930182.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -930196.937500 Penalty: 4514.248047
	Iteration 51Q: 3 clusters Score -930196.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -930206.062500 Penalty: 4514.248047
	Iteration 52Q: 3 clusters Score -930206.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -930220.437500 Penalty: 4514.248047
	Iteration 53Q: 3 clusters Score -930220.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -930230.687500 Penalty: 4514.248047
	Iteration 54Q: 3 clusters Score -930230.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -930236.687500 Penalty: 4514.248047
	Iteration 55Q: 3 clusters Score -930236.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -930241.375000 Penalty: 4514.248047
	Iteration 56Q: 3 clusters Score -930241.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -930248.875000 Penalty: 4514.248047
	Iteration 57Q: 3 clusters Score -930248.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -930254.125000 Penalty: 4514.248047
	Iteration 58Q: 3 clusters Score -930254.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -930260.312500 Penalty: 4514.248047
	Iteration 59Q: 3 clusters Score -930260.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -930272.000000 Penalty: 4514.248047
	Iteration 60F: 3 clusters Score -930272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -930286.000000 Penalty: 4514.248047
	Iteration 61Q: 3 clusters Score -930286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -930289.875000 Penalty: 4514.248047
	Iteration 62Q: 3 clusters Score -930289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -930295.937500 Penalty: 4514.248047
	Iteration 63Q: 3 clusters Score -930295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -930297.875000 Penalty: 4514.248047
	Iteration 64Q: 3 clusters Score -930297.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -930299.937500 Penalty: 4514.248047
	Iteration 65Q: 3 clusters Score -930299.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -930303.812500 Penalty: 4514.248047
	Iteration 66Q: 3 clusters Score -930303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -930303.750000 Penalty: 4514.248047
	Iteration 67Q: 3 clusters Score -930303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -930304.375000 Penalty: 4514.248047
	Iteration 68Q: 3 clusters Score -930304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -930305.625000 Penalty: 4514.248047
	Iteration 69Q: 3 clusters Score -930305.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -930308.375000 Penalty: 4514.248047
	Iteration 70Q: 3 clusters Score -930308.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -930313.250000 Penalty: 4514.248047
	Iteration 71Q: 3 clusters Score -930313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -930313.437500 Penalty: 4514.248047
	Iteration 72Q: 3 clusters Score -930313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -930313.750000 Penalty: 4514.248047
	Iteration 73Q: 3 clusters Score -930313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -930315.375000 Penalty: 4514.248047
	Iteration 74Q: 3 clusters Score -930315.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -930315.937500 Penalty: 4514.248047
	Iteration 75Q: 3 clusters Score -930315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -930317.937500 Penalty: 4514.248047
	Iteration 76Q: 3 clusters Score -930317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -930319.562500 Penalty: 4514.248047
	Iteration 77Q: 3 clusters Score -930319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -930322.937500 Penalty: 4514.248047
	Iteration 78Q: 3 clusters Score -930322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -930324.875000 Penalty: 4514.248047
	Iteration 79Q: 3 clusters Score -930324.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -930327.625000 Penalty: 4514.248047
	Iteration 80F: 3 clusters Score -930327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -930328.250000 Penalty: 4514.248047
	Iteration 81Q: 3 clusters Score -930328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -930330.875000 Penalty: 4514.248047
	Iteration 82Q: 3 clusters Score -930330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -930333.500000 Penalty: 4514.248047
	Iteration 83Q: 3 clusters Score -930333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -930337.562500 Penalty: 4514.248047
	Iteration 84Q: 3 clusters Score -930337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -930337.125000 Penalty: 4514.248047
	Iteration 85Q: 3 clusters Score -930337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -930339.250000 Penalty: 4514.248047
	Iteration 86Q: 3 clusters Score -930339.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -930339.250000 Penalty: 4514.248047
	Iteration 87F: 3 clusters Score -930339.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -108860.640625 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -108860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107149.335938 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -107149.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107561.171875 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -107561.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -107838.445312 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -107838.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108066.968750 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -108067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108268.664062 Penalty: 3314.325684
	Iteration 4F: 3 clusters Score -108268.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108425.898438 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -108425.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108488.742188 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -108488.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108549.585938 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -108549.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108609.695312 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -108609.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108640.609375 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -108640.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108655.960938 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -108656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108662.726562 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -108662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108671.414062 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -108671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -108681.578125 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -108681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108685.757812 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -108685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108692.132812 Penalty: 3314.325684
	Iteration 15Q: 3 clusters Score -108692.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108692.132812 Penalty: 3314.325684
	Iteration 16F: 3 clusters Score -108692.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -237811.953125 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -237812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -235474.453125 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -235474.5 nChanged 464
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: -236001.187500 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -236001.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -236336.593750 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -236336.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -236535.359375 Penalty: 3663.996826
	Iteration 3F: 3 clusters Score -236535.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -236661.703125 Penalty: 3663.996826
	Iteration 4Q: 3 clusters Score -236661.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -236750.062500 Penalty: 3663.996826
	Iteration 5Q: 3 clusters Score -236750.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -236830.140625 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -236830.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -236913.953125 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -236914 nChanged 46
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: -236972.828125 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -236972.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -237009.750000 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -237009.8 nChanged 23
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: -237035.031250 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -237035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -237057.234375 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -237057.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -237075.890625 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -237075.9 nChanged 8
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: -237083.000000 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -237083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -237093.109375 Penalty: 3663.996826
	Iteration 14Q: 3 clusters Score -237093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -237098.828125 Penalty: 3663.996826
	Iteration 15Q: 3 clusters Score -237098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -237101.515625 Penalty: 3663.996826
	Iteration 16Q: 3 clusters Score -237101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -237102.468750 Penalty: 3663.996826
	Iteration 17Q: 3 clusters Score -237102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -237104.843750 Penalty: 3663.996826
	Iteration 18Q: 3 clusters Score -237104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -237105.890625 Penalty: 3663.996826
	Iteration 19Q: 3 clusters Score -237105.9 nChanged 1
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: -237106.906250 Penalty: 3663.996826
	Iteration 20F: 3 clusters Score -237106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -237107.921875 Penalty: 3663.996826
	Iteration 21Q: 3 clusters Score -237107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -237111.562500 Penalty: 3663.996826
	Iteration 22Q: 3 clusters Score -237111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -237115.093750 Penalty: 3663.996826
	Iteration 23Q: 3 clusters Score -237115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -237115.093750 Penalty: 3663.996826
	Iteration 24F: 3 clusters Score -237115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -31866.052734 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -31866.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30697.060547 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -30697.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30774.636719 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -30774.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30789.777344 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -30789.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30789.777344 Penalty: 2686.385742
	Iteration 3F: 3 clusters Score -30789.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -270834.000000 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -270834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -268308.031250 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -268308 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -269162.531250 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -269162.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269697.843750 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -269697.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -270114.937500 Penalty: 3745.127930
	Iteration 3F: 3 clusters Score -270114.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -270343.812500 Penalty: 3745.127930
	Iteration 4F: 3 clusters Score -270343.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -270485.875000 Penalty: 3745.127930
	Iteration 5Q: 3 clusters Score -270485.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -270559.906250 Penalty: 3745.127930
	Iteration 6Q: 3 clusters Score -270559.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -270602.750000 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -270602.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -270624.218750 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -270624.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -270634.718750 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -270634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -270637.062500 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -270637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -270637.062500 Penalty: 3745.127930
	Iteration 11F: 3 clusters Score -270637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18369 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 28091 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21694 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 9385 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 26019 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188853 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 44815 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 18959 members 
Mstep: Class 25 contains 8024 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10149 members 
Mstep: Class 29 contains 169680 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 39383 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 11833 members 
Mstep: Class 36 contains 2411 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6492 members 
Mstep: Class 43 contains 5626 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10761 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18291 members 
Mstep: Class 55 contains 184057 members 
Mstep: Class 56 contains 25548 members 
Mstep: Class 57 contains 5214 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8967 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768496.000000 Penalty: 249617.703125
Iteration 239Q: 73 clusters Score -1.337685e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 18392 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 28094 members 
Mstep: Class 8 contains 16363 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21703 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 9387 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 26044 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188840 members 
Mstep: Class 21 contains 11826 members 
Mstep: Class 22 contains 44786 members 
Mstep: Class 23 contains 9330 members 
Mstep: Class 24 contains 18968 members 
Mstep: Class 25 contains 8041 members 
Mstep: Class 26 contains 37348 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10154 members 
Mstep: Class 29 contains 169677 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4427 members 
Mstep: Class 32 contains 39377 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7651 members 
Mstep: Class 35 contains 11830 members 
Mstep: Class 36 contains 2412 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2256 members 
Mstep: Class 39 contains 5727 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 5625 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 8609 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10761 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18210 members 
Mstep: Class 55 contains 184051 members 
Mstep: Class 56 contains 25541 members 
Mstep: Class 57 contains 5214 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8970 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768560.000000 Penalty: 249617.703125
Iteration 240F: 73 clusters Score -1.337686e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 18415 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 28097 members 
Mstep: Class 8 contains 16362 members 
Mstep: Class 9 contains 21828 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21710 members 
Mstep: Class 13 contains 10487 members 
Mstep: Class 14 contains 9387 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 26072 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188826 members 
Mstep: Class 21 contains 11826 members 
Mstep: Class 22 contains 44756 members 
Mstep: Class 23 contains 9330 members 
Mstep: Class 24 contains 18975 members 
Mstep: Class 25 contains 8052 members 
Mstep: Class 26 contains 37340 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10155 members 
Mstep: Class 29 contains 169675 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39365 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7693 members 
Mstep: Class 35 contains 11826 members 
Mstep: Class 36 contains 2414 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2255 members 
Mstep: Class 39 contains 5728 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6495 members 
Mstep: Class 43 contains 5623 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 8609 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10757 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18159 members 
Mstep: Class 55 contains 184049 members 
Mstep: Class 56 contains 25541 members 
Mstep: Class 57 contains 5212 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8979 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768560.000000 Penalty: 249617.703125
Iteration 241Q: 73 clusters Score -1.337686e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35206 members 
Mstep: Class 3 contains 18445 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 28090 members 
Mstep: Class 8 contains 16361 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21715 members 
Mstep: Class 13 contains 10484 members 
Mstep: Class 14 contains 9387 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 26094 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188820 members 
Mstep: Class 21 contains 11826 members 
Mstep: Class 22 contains 44713 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 18979 members 
Mstep: Class 25 contains 8060 members 
Mstep: Class 26 contains 37331 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10154 members 
Mstep: Class 29 contains 169674 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39365 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7746 members 
Mstep: Class 35 contains 11826 members 
Mstep: Class 36 contains 2415 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2254 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6496 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5566 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 8609 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10757 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18107 members 
Mstep: Class 55 contains 184046 members 
Mstep: Class 56 contains 25537 members 
Mstep: Class 57 contains 5211 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8984 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768576.000000 Penalty: 249617.703125
Iteration 242Q: 73 clusters Score -1.337686e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35206 members 
Mstep: Class 3 contains 18479 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 28085 members 
Mstep: Class 8 contains 16362 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21720 members 
Mstep: Class 13 contains 10484 members 
Mstep: Class 14 contains 9388 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188802 members 
Mstep: Class 21 contains 11825 members 
Mstep: Class 22 contains 44677 members 
Mstep: Class 23 contains 9330 members 
Mstep: Class 24 contains 18983 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 37325 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10152 members 
Mstep: Class 29 contains 169677 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39364 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7796 members 
Mstep: Class 35 contains 11828 members 
Mstep: Class 36 contains 2417 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2255 members 
Mstep: Class 39 contains 5731 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6497 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5566 members 
Mstep: Class 46 contains 7482 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4334 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10759 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 18047 members 
Mstep: Class 55 contains 184047 members 
Mstep: Class 56 contains 25530 members 
Mstep: Class 57 contains 5210 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8991 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768696.000000 Penalty: 249617.703125
Iteration 243Q: 73 clusters Score -1.337687e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 18511 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 28082 members 
Mstep: Class 8 contains 16363 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21724 members 
Mstep: Class 13 contains 10480 members 
Mstep: Class 14 contains 9388 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 26128 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188793 members 
Mstep: Class 21 contains 11825 members 
Mstep: Class 22 contains 44636 members 
Mstep: Class 23 contains 9330 members 
Mstep: Class 24 contains 18992 members 
Mstep: Class 25 contains 8082 members 
Mstep: Class 26 contains 37318 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10152 members 
Mstep: Class 29 contains 169674 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7852 members 
Mstep: Class 35 contains 11827 members 
Mstep: Class 36 contains 2421 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2255 members 
Mstep: Class 39 contains 5731 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5566 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4335 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10759 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 17969 members 
Mstep: Class 55 contains 184047 members 
Mstep: Class 56 contains 25518 members 
Mstep: Class 57 contains 5210 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 8999 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768744.000000 Penalty: 249617.703125
Iteration 244Q: 73 clusters Score -1.337687e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 18533 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 28078 members 
Mstep: Class 8 contains 16363 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21732 members 
Mstep: Class 13 contains 10478 members 
Mstep: Class 14 contains 9388 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 26158 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188787 members 
Mstep: Class 21 contains 11822 members 
Mstep: Class 22 contains 44591 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19003 members 
Mstep: Class 25 contains 8091 members 
Mstep: Class 26 contains 37313 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10154 members 
Mstep: Class 29 contains 169672 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39376 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7910 members 
Mstep: Class 35 contains 11828 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2254 members 
Mstep: Class 39 contains 5731 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6501 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4336 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10759 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 17881 members 
Mstep: Class 55 contains 184052 members 
Mstep: Class 56 contains 25509 members 
Mstep: Class 57 contains 5210 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4042 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9003 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768872.000000 Penalty: 249617.703125
Iteration 245Q: 73 clusters Score -1.337689e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 18546 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 28075 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21735 members 
Mstep: Class 13 contains 10478 members 
Mstep: Class 14 contains 9389 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188779 members 
Mstep: Class 21 contains 11822 members 
Mstep: Class 22 contains 44549 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 19012 members 
Mstep: Class 25 contains 8106 members 
Mstep: Class 26 contains 37304 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10153 members 
Mstep: Class 29 contains 169672 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39378 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 7966 members 
Mstep: Class 35 contains 11823 members 
Mstep: Class 36 contains 2426 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2254 members 
Mstep: Class 39 contains 5731 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5569 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4335 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10761 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 17801 members 
Mstep: Class 55 contains 184062 members 
Mstep: Class 56 contains 25506 members 
Mstep: Class 57 contains 5210 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4043 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9010 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768840.000000 Penalty: 249617.703125
Iteration 246Q: 73 clusters Score -1.337688e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 18573 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 28078 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21739 members 
Mstep: Class 13 contains 10480 members 
Mstep: Class 14 contains 9391 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188782 members 
Mstep: Class 21 contains 11822 members 
Mstep: Class 22 contains 44502 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19018 members 
Mstep: Class 25 contains 8126 members 
Mstep: Class 26 contains 37292 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10152 members 
Mstep: Class 29 contains 169666 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8017 members 
Mstep: Class 35 contains 11821 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5731 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6505 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5569 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4336 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10762 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 17729 members 
Mstep: Class 55 contains 184063 members 
Mstep: Class 56 contains 25501 members 
Mstep: Class 57 contains 5209 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4045 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9022 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768912.000000 Penalty: 249617.703125
Iteration 247Q: 73 clusters Score -1.337689e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 18599 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10977 members 
Mstep: Class 7 contains 28085 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21740 members 
Mstep: Class 13 contains 10480 members 
Mstep: Class 14 contains 9392 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 26218 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188775 members 
Mstep: Class 21 contains 11823 members 
Mstep: Class 22 contains 44457 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 19023 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 37281 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10156 members 
Mstep: Class 29 contains 169663 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39358 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 11820 members 
Mstep: Class 36 contains 2428 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5731 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5566 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 8607 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4338 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10765 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 17636 members 
Mstep: Class 55 contains 184071 members 
Mstep: Class 56 contains 25497 members 
Mstep: Class 57 contains 5208 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4048 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9029 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769024.000000 Penalty: 249617.703125
Iteration 248Q: 73 clusters Score -1.33769e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18610 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 10978 members 
Mstep: Class 7 contains 28084 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21743 members 
Mstep: Class 13 contains 10480 members 
Mstep: Class 14 contains 9391 members 
Mstep: Class 15 contains 4947 members 
Mstep: Class 16 contains 26229 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188768 members 
Mstep: Class 21 contains 11822 members 
Mstep: Class 22 contains 44437 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19031 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 37276 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10157 members 
Mstep: Class 29 contains 169660 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39350 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8150 members 
Mstep: Class 35 contains 11821 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5731 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6510 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7484 members 
Mstep: Class 47 contains 8605 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4340 members 
Mstep: Class 50 contains 6287 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10764 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 17536 members 
Mstep: Class 55 contains 184072 members 
Mstep: Class 56 contains 25495 members 
Mstep: Class 57 contains 5207 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4052 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9037 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769096.000000 Penalty: 249617.703125
Iteration 249Q: 73 clusters Score -1.337691e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 10977 members 
Mstep: Class 7 contains 28081 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 21751 members 
Mstep: Class 13 contains 10480 members 
Mstep: Class 14 contains 9391 members 
Mstep: Class 15 contains 4946 members 
Mstep: Class 16 contains 26236 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188769 members 
Mstep: Class 21 contains 11820 members 
Mstep: Class 22 contains 44407 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19041 members 
Mstep: Class 25 contains 8202 members 
Mstep: Class 26 contains 37271 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10156 members 
Mstep: Class 29 contains 169657 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39339 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8221 members 
Mstep: Class 35 contains 11818 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5731 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 5623 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8605 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4342 members 
Mstep: Class 50 contains 6287 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10763 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 17431 members 
Mstep: Class 55 contains 184084 members 
Mstep: Class 56 contains 25491 members 
Mstep: Class 57 contains 5205 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4053 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9050 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769048.000000 Penalty: 249617.703125
Iteration 250Q: 73 clusters Score -1.33769e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 18632 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 10977 members 
Mstep: Class 7 contains 28076 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21828 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21753 members 
Mstep: Class 13 contains 10479 members 
Mstep: Class 14 contains 9391 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26237 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188772 members 
Mstep: Class 21 contains 11818 members 
Mstep: Class 22 contains 44382 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19045 members 
Mstep: Class 25 contains 8227 members 
Mstep: Class 26 contains 37271 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10151 members 
Mstep: Class 29 contains 169657 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 39344 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8295 members 
Mstep: Class 35 contains 11817 members 
Mstep: Class 36 contains 2440 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6524 members 
Mstep: Class 43 contains 5623 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7485 members 
Mstep: Class 47 contains 8604 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4343 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10760 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 17328 members 
Mstep: Class 55 contains 184094 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5205 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4054 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9061 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769168.000000 Penalty: 249617.703125
Iteration 251Q: 73 clusters Score -1.337692e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18637 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 10978 members 
Mstep: Class 7 contains 28072 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21759 members 
Mstep: Class 13 contains 10476 members 
Mstep: Class 14 contains 9390 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26238 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188789 members 
Mstep: Class 21 contains 11817 members 
Mstep: Class 22 contains 44343 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 19055 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 37271 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10153 members 
Mstep: Class 29 contains 169655 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 39340 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8374 members 
Mstep: Class 35 contains 11814 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6526 members 
Mstep: Class 43 contains 5621 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7486 members 
Mstep: Class 47 contains 8605 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4344 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10756 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 17211 members 
Mstep: Class 55 contains 184096 members 
Mstep: Class 56 contains 25485 members 
Mstep: Class 57 contains 5204 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4058 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9075 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769104.000000 Penalty: 249617.703125
Iteration 252Q: 73 clusters Score -1.337691e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18645 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10978 members 
Mstep: Class 7 contains 28062 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 10471 members 
Mstep: Class 14 contains 9389 members 
Mstep: Class 15 contains 4946 members 
Mstep: Class 16 contains 26249 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188792 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 44320 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19062 members 
Mstep: Class 25 contains 8288 members 
Mstep: Class 26 contains 37269 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10159 members 
Mstep: Class 29 contains 169658 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39343 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8434 members 
Mstep: Class 35 contains 11812 members 
Mstep: Class 36 contains 2448 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6530 members 
Mstep: Class 43 contains 5622 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7488 members 
Mstep: Class 47 contains 8606 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4345 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10752 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 17100 members 
Mstep: Class 55 contains 184103 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5202 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4060 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9083 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769008.000000 Penalty: 249617.703125
Iteration 253Q: 73 clusters Score -1.33769e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 18659 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10978 members 
Mstep: Class 7 contains 28059 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21760 members 
Mstep: Class 13 contains 10470 members 
Mstep: Class 14 contains 9389 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26253 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188786 members 
Mstep: Class 21 contains 11813 members 
Mstep: Class 22 contains 44295 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19076 members 
Mstep: Class 25 contains 8320 members 
Mstep: Class 26 contains 37262 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10157 members 
Mstep: Class 29 contains 169657 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 39344 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8496 members 
Mstep: Class 35 contains 11811 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6533 members 
Mstep: Class 43 contains 5621 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7488 members 
Mstep: Class 47 contains 8606 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4345 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10750 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16995 members 
Mstep: Class 55 contains 184131 members 
Mstep: Class 56 contains 25488 members 
Mstep: Class 57 contains 5201 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4064 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9084 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769064.000000 Penalty: 249617.703125
Iteration 254Q: 73 clusters Score -1.337691e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18678 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 28055 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21822 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21756 members 
Mstep: Class 13 contains 10469 members 
Mstep: Class 14 contains 9389 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188780 members 
Mstep: Class 21 contains 11813 members 
Mstep: Class 22 contains 44265 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19080 members 
Mstep: Class 25 contains 8357 members 
Mstep: Class 26 contains 37254 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10157 members 
Mstep: Class 29 contains 169663 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4432 members 
Mstep: Class 32 contains 39348 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8548 members 
Mstep: Class 35 contains 11813 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6535 members 
Mstep: Class 43 contains 5621 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7489 members 
Mstep: Class 47 contains 8606 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4345 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10748 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16884 members 
Mstep: Class 55 contains 184142 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5202 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4066 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9090 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769152.000000 Penalty: 249617.703125
Iteration 255Q: 73 clusters Score -1.337692e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18705 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 28051 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21822 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21752 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9389 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26286 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 188762 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 44242 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 19079 members 
Mstep: Class 25 contains 8385 members 
Mstep: Class 26 contains 37254 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10155 members 
Mstep: Class 29 contains 169662 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39352 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8597 members 
Mstep: Class 35 contains 11813 members 
Mstep: Class 36 contains 2449 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6544 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7490 members 
Mstep: Class 47 contains 8606 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4347 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10747 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16792 members 
Mstep: Class 55 contains 184155 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5199 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4067 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9084 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769064.000000 Penalty: 249617.703125
Iteration 256Q: 73 clusters Score -1.337691e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18723 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 28047 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21822 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21754 members 
Mstep: Class 13 contains 10471 members 
Mstep: Class 14 contains 9391 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26293 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188760 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 44214 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19081 members 
Mstep: Class 25 contains 8402 members 
Mstep: Class 26 contains 37258 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10155 members 
Mstep: Class 29 contains 169666 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39355 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8652 members 
Mstep: Class 35 contains 11812 members 
Mstep: Class 36 contains 2451 members 
Mstep: Class 37 contains 2192 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6551 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5562 members 
Mstep: Class 46 contains 7490 members 
Mstep: Class 47 contains 8607 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4349 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10750 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16702 members 
Mstep: Class 55 contains 184153 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5197 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4067 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9084 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769040.000000 Penalty: 249617.703125
Iteration 257Q: 73 clusters Score -1.33769e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 28041 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21821 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21757 members 
Mstep: Class 13 contains 10469 members 
Mstep: Class 14 contains 9392 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26292 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188761 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 44193 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19083 members 
Mstep: Class 25 contains 8420 members 
Mstep: Class 26 contains 37265 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10151 members 
Mstep: Class 29 contains 169665 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39349 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8694 members 
Mstep: Class 35 contains 11812 members 
Mstep: Class 36 contains 2452 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6557 members 
Mstep: Class 43 contains 5619 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8607 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4353 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10748 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16634 members 
Mstep: Class 55 contains 184152 members 
Mstep: Class 56 contains 25488 members 
Mstep: Class 57 contains 5195 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4067 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9094 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769064.000000 Penalty: 249617.703125
Iteration 258Q: 73 clusters Score -1.337691e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18765 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 28035 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21822 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21758 members 
Mstep: Class 13 contains 10467 members 
Mstep: Class 14 contains 9392 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26300 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188755 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 44166 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 19083 members 
Mstep: Class 25 contains 8435 members 
Mstep: Class 26 contains 37272 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10148 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39337 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8731 members 
Mstep: Class 35 contains 11813 members 
Mstep: Class 36 contains 2452 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6559 members 
Mstep: Class 43 contains 5622 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8607 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4355 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10749 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16572 members 
Mstep: Class 55 contains 184157 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5195 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4067 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9103 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769112.000000 Penalty: 249617.703125
Iteration 259Q: 73 clusters Score -1.337691e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18784 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 28031 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21821 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21757 members 
Mstep: Class 13 contains 10465 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 26310 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188754 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 44141 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 19088 members 
Mstep: Class 25 contains 8444 members 
Mstep: Class 26 contains 37278 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10149 members 
Mstep: Class 29 contains 169670 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39331 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8757 members 
Mstep: Class 35 contains 11810 members 
Mstep: Class 36 contains 2452 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6561 members 
Mstep: Class 43 contains 5623 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5562 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8607 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4356 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10749 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16511 members 
Mstep: Class 55 contains 184165 members 
Mstep: Class 56 contains 25488 members 
Mstep: Class 57 contains 5195 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4066 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9116 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769328.000000 Penalty: 249617.703125
Iteration 260F: 73 clusters Score -1.337693e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18798 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 28027 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21821 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21759 members 
Mstep: Class 13 contains 10463 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 26315 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188752 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 44118 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 19093 members 
Mstep: Class 25 contains 8454 members 
Mstep: Class 26 contains 37278 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10152 members 
Mstep: Class 29 contains 169672 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 39328 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 11811 members 
Mstep: Class 36 contains 2451 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6562 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8607 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4357 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10750 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16448 members 
Mstep: Class 55 contains 184168 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5194 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4066 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9122 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769264.000000 Penalty: 249617.703125
Iteration 261Q: 73 clusters Score -1.337693e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35215 members 
Mstep: Class 3 contains 18827 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 28018 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21821 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21759 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 4942 members 
Mstep: Class 16 contains 26323 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188749 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 44097 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 19094 members 
Mstep: Class 25 contains 8470 members 
Mstep: Class 26 contains 37275 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10148 members 
Mstep: Class 29 contains 169675 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 39326 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8832 members 
Mstep: Class 35 contains 11811 members 
Mstep: Class 36 contains 2452 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6565 members 
Mstep: Class 43 contains 5622 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8607 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4360 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10750 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16387 members 
Mstep: Class 55 contains 184176 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5194 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4066 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9126 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769352.000000 Penalty: 249617.703125
Iteration 262Q: 73 clusters Score -1.337694e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18840 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 28015 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21821 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 4942 members 
Mstep: Class 16 contains 26324 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188752 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 44078 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 19095 members 
Mstep: Class 25 contains 8495 members 
Mstep: Class 26 contains 37278 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10149 members 
Mstep: Class 29 contains 169676 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 39320 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8878 members 
Mstep: Class 35 contains 11807 members 
Mstep: Class 36 contains 2452 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2251 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6566 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4362 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10751 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16312 members 
Mstep: Class 55 contains 184182 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5192 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4066 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9131 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769256.000000 Penalty: 249617.703125
Iteration 263Q: 73 clusters Score -1.337693e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18857 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 28013 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21821 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21762 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 4942 members 
Mstep: Class 16 contains 26327 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188745 members 
Mstep: Class 21 contains 11817 members 
Mstep: Class 22 contains 44068 members 
Mstep: Class 23 contains 9338 members 
Mstep: Class 24 contains 19098 members 
Mstep: Class 25 contains 8511 members 
Mstep: Class 26 contains 37280 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10147 members 
Mstep: Class 29 contains 169674 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 39319 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8917 members 
Mstep: Class 35 contains 11804 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2251 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6568 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8608 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4363 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10751 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16245 members 
Mstep: Class 55 contains 184180 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5192 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4066 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9138 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769216.000000 Penalty: 249617.703125
Iteration 264Q: 73 clusters Score -1.337692e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18869 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 28011 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21820 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 10457 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 4942 members 
Mstep: Class 16 contains 26336 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188744 members 
Mstep: Class 21 contains 11817 members 
Mstep: Class 22 contains 44048 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19099 members 
Mstep: Class 25 contains 8535 members 
Mstep: Class 26 contains 37285 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10139 members 
Mstep: Class 29 contains 169673 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 39314 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 8966 members 
Mstep: Class 35 contains 11802 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2251 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6571 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5562 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8609 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4365 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10754 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16151 members 
Mstep: Class 55 contains 184193 members 
Mstep: Class 56 contains 25488 members 
Mstep: Class 57 contains 5191 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4067 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9147 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769160.000000 Penalty: 249617.703125
Iteration 265Q: 73 clusters Score -1.337692e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18886 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 28008 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 10455 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 4942 members 
Mstep: Class 16 contains 26340 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188740 members 
Mstep: Class 21 contains 11818 members 
Mstep: Class 22 contains 44032 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19102 members 
Mstep: Class 25 contains 8553 members 
Mstep: Class 26 contains 37292 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10133 members 
Mstep: Class 29 contains 169672 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 39320 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9011 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2251 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6576 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5564 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8610 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4368 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10754 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 16064 members 
Mstep: Class 55 contains 184197 members 
Mstep: Class 56 contains 25491 members 
Mstep: Class 57 contains 5190 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4068 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9150 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769104.000000 Penalty: 249617.703125
Iteration 266Q: 73 clusters Score -1.337691e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10982 members 
Mstep: Class 7 contains 28008 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 10453 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26340 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188743 members 
Mstep: Class 21 contains 11818 members 
Mstep: Class 22 contains 44018 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19108 members 
Mstep: Class 25 contains 8575 members 
Mstep: Class 26 contains 37289 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10129 members 
Mstep: Class 29 contains 169672 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 39312 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9051 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6578 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5564 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8611 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4370 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10753 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15993 members 
Mstep: Class 55 contains 184202 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5189 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4069 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9156 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769128.000000 Penalty: 249617.703125
Iteration 267Q: 73 clusters Score -1.337691e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18909 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10986 members 
Mstep: Class 7 contains 28007 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 10449 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26342 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188732 members 
Mstep: Class 21 contains 11819 members 
Mstep: Class 22 contains 44010 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19109 members 
Mstep: Class 25 contains 8607 members 
Mstep: Class 26 contains 37287 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 169671 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4431 members 
Mstep: Class 32 contains 39313 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9100 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6580 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5564 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8611 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4373 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10752 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15917 members 
Mstep: Class 55 contains 184202 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5185 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4069 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9163 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769288.000000 Penalty: 249617.703125
Iteration 268Q: 73 clusters Score -1.337693e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 28007 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21762 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26341 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188733 members 
Mstep: Class 21 contains 11819 members 
Mstep: Class 22 contains 44009 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 19111 members 
Mstep: Class 25 contains 8632 members 
Mstep: Class 26 contains 37292 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 169668 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39301 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9139 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6587 members 
Mstep: Class 43 contains 5620 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8612 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4375 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10751 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15835 members 
Mstep: Class 55 contains 184208 members 
Mstep: Class 56 contains 25491 members 
Mstep: Class 57 contains 5182 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4072 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9163 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769288.000000 Penalty: 249617.703125
Iteration 269Q: 73 clusters Score -1.337693e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10991 members 
Mstep: Class 7 contains 28004 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26347 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188729 members 
Mstep: Class 21 contains 11815 members 
Mstep: Class 22 contains 44006 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 19112 members 
Mstep: Class 25 contains 8658 members 
Mstep: Class 26 contains 37296 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 169665 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39301 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9170 members 
Mstep: Class 35 contains 11797 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6593 members 
Mstep: Class 43 contains 5619 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5562 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8612 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4376 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10751 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15763 members 
Mstep: Class 55 contains 184214 members 
Mstep: Class 56 contains 25493 members 
Mstep: Class 57 contains 5180 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9164 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769472.000000 Penalty: 249617.703125
Iteration 270Q: 73 clusters Score -1.337695e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35214 members 
Mstep: Class 3 contains 18933 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10991 members 
Mstep: Class 7 contains 28004 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21760 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26357 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188727 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 43997 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 19116 members 
Mstep: Class 25 contains 8679 members 
Mstep: Class 26 contains 37296 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10118 members 
Mstep: Class 29 contains 169665 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39297 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9201 members 
Mstep: Class 35 contains 11796 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6597 members 
Mstep: Class 43 contains 5618 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8613 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4377 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10752 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15699 members 
Mstep: Class 55 contains 184217 members 
Mstep: Class 56 contains 25494 members 
Mstep: Class 57 contains 5181 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4074 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9167 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769560.000000 Penalty: 249617.703125
Iteration 271Q: 73 clusters Score -1.337696e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35213 members 
Mstep: Class 3 contains 18941 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10991 members 
Mstep: Class 7 contains 28004 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21759 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26364 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188725 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 43990 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19115 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 37299 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10113 members 
Mstep: Class 29 contains 169665 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39292 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9236 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2458 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6600 members 
Mstep: Class 43 contains 5618 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8614 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4378 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10751 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15646 members 
Mstep: Class 55 contains 184218 members 
Mstep: Class 56 contains 25495 members 
Mstep: Class 57 contains 5180 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4074 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9163 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769624.000000 Penalty: 249617.703125
Iteration 272Q: 73 clusters Score -1.337696e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 18946 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21759 members 
Mstep: Class 13 contains 10452 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26367 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188726 members 
Mstep: Class 21 contains 11813 members 
Mstep: Class 22 contains 43985 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19115 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 37300 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169665 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39298 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9270 members 
Mstep: Class 35 contains 11793 members 
Mstep: Class 36 contains 2458 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6601 members 
Mstep: Class 43 contains 5618 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8615 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4377 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10752 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15587 members 
Mstep: Class 55 contains 184220 members 
Mstep: Class 56 contains 25494 members 
Mstep: Class 57 contains 5179 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4074 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9160 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769592.000000 Penalty: 249617.703125
Iteration 273Q: 73 clusters Score -1.337696e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 18946 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 28000 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21757 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26370 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188725 members 
Mstep: Class 21 contains 11813 members 
Mstep: Class 22 contains 43984 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19114 members 
Mstep: Class 25 contains 8744 members 
Mstep: Class 26 contains 37304 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169664 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39298 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9305 members 
Mstep: Class 35 contains 11794 members 
Mstep: Class 36 contains 2458 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6603 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8616 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4377 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10753 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15525 members 
Mstep: Class 55 contains 184222 members 
Mstep: Class 56 contains 25494 members 
Mstep: Class 57 contains 5179 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4074 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9162 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769600.000000 Penalty: 249617.703125
Iteration 274Q: 73 clusters Score -1.337696e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 18948 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27997 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21757 members 
Mstep: Class 13 contains 10452 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26373 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188726 members 
Mstep: Class 21 contains 11811 members 
Mstep: Class 22 contains 43975 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19112 members 
Mstep: Class 25 contains 8767 members 
Mstep: Class 26 contains 37306 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169663 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39300 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9331 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6604 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8616 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4377 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10755 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15469 members 
Mstep: Class 55 contains 184221 members 
Mstep: Class 56 contains 25494 members 
Mstep: Class 57 contains 5179 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4075 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9162 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769608.000000 Penalty: 249617.703125
Iteration 275Q: 73 clusters Score -1.337696e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 18948 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27993 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21757 members 
Mstep: Class 13 contains 10453 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26379 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188724 members 
Mstep: Class 21 contains 11812 members 
Mstep: Class 22 contains 43972 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19111 members 
Mstep: Class 25 contains 8777 members 
Mstep: Class 26 contains 37304 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 169666 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39301 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9351 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2458 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6607 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5562 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8617 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4378 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10755 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15425 members 
Mstep: Class 55 contains 184220 members 
Mstep: Class 56 contains 25494 members 
Mstep: Class 57 contains 5179 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4075 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9166 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769552.000000 Penalty: 249617.703125
Iteration 276Q: 73 clusters Score -1.337696e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18948 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27991 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21758 members 
Mstep: Class 13 contains 10455 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26379 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188722 members 
Mstep: Class 21 contains 11813 members 
Mstep: Class 22 contains 43969 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19112 members 
Mstep: Class 25 contains 8794 members 
Mstep: Class 26 contains 37302 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10120 members 
Mstep: Class 29 contains 169668 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39302 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9374 members 
Mstep: Class 35 contains 11797 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5562 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8617 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10756 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15375 members 
Mstep: Class 55 contains 184223 members 
Mstep: Class 56 contains 25493 members 
Mstep: Class 57 contains 5180 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4075 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9165 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769432.000000 Penalty: 249617.703125
Iteration 277Q: 73 clusters Score -1.337694e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18953 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27989 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 10457 members 
Mstep: Class 14 contains 9402 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 26383 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188720 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19113 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 37302 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39307 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9401 members 
Mstep: Class 35 contains 11797 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8617 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10757 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15317 members 
Mstep: Class 55 contains 184227 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5180 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4075 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9165 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769464.000000 Penalty: 249617.703125
Iteration 278Q: 73 clusters Score -1.337695e+08 nChanged 115
Entering ConstructFrom: 
Score: -133769464.000000 Penalty: 249617.703125
Entering ConstructFrom: 
Trying to split cluster 1 (52020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Entering Unmasked Estep 
Score: -6307457.000000 Penalty: 2693.127197
	Iteration 0F: 2 clusters Score -6307457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -6272590.000000 Penalty: 5386.254395
	Iteration 0F: 3 clusters Score -6272590 nChanged 23897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -6285564.500000 Penalty: 5386.254395
	Iteration 1F: 3 clusters Score -6285564 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -6286134.500000 Penalty: 5386.254395
	Iteration 2Q: 3 clusters Score -6286134 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -6286676.000000 Penalty: 5386.254395
	Iteration 3Q: 3 clusters Score -6286676 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -6287269.500000 Penalty: 5386.254395
	Iteration 4Q: 3 clusters Score -6287270 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -6287941.500000 Penalty: 5386.254395
	Iteration 5Q: 3 clusters Score -6287942 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -6288734.000000 Penalty: 5386.254395
	Iteration 6Q: 3 clusters Score -6288734 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -6289771.000000 Penalty: 5386.254395
	Iteration 7Q: 3 clusters Score -6289771 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -6291325.000000 Penalty: 5386.254395
	Iteration 8F: 3 clusters Score -6291325 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -6293398.500000 Penalty: 5386.254395
	Iteration 9F: 3 clusters Score -6293398 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -6296169.500000 Penalty: 5386.254395
	Iteration 10F: 3 clusters Score -6296170 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -6299263.000000 Penalty: 5386.254395
	Iteration 11F: 3 clusters Score -6299263 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -6301893.000000 Penalty: 5386.254395
	Iteration 12F: 3 clusters Score -6301893 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -6303667.500000 Penalty: 5386.254395
	Iteration 13Q: 3 clusters Score -6303668 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -6304482.000000 Penalty: 5386.254395
	Iteration 14Q: 3 clusters Score -6304482 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -6304822.500000 Penalty: 5386.254395
	Iteration 15Q: 3 clusters Score -6304822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -6304958.000000 Penalty: 5386.254395
	Iteration 16Q: 3 clusters Score -6304958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -6305026.000000 Penalty: 5386.254395
	Iteration 17Q: 3 clusters Score -6305026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6305050.500000 Penalty: 5386.254395
	Iteration 18Q: 3 clusters Score -6305050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -6305065.000000 Penalty: 5386.254395
	Iteration 19Q: 3 clusters Score -6305065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -6305079.500000 Penalty: 5386.254395
	Iteration 20F: 3 clusters Score -6305080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -6305097.500000 Penalty: 5386.254395
	Iteration 21Q: 3 clusters Score -6305098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -6305107.000000 Penalty: 5386.254395
	Iteration 22Q: 3 clusters Score -6305107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -6305101.000000 Penalty: 5386.254395
	Iteration 23Q: 3 clusters Score -6305101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -6305106.500000 Penalty: 5386.254395
	Iteration 24Q: 3 clusters Score -6305106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -6305108.500000 Penalty: 5386.254395
	Iteration 25Q: 3 clusters Score -6305108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -6305108.000000 Penalty: 5386.254395
	Iteration 26Q: 3 clusters Score -6305108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -6305108.500000 Penalty: 5386.254395
	Iteration 27Q: 3 clusters Score -6305108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -6305105.000000 Penalty: 5386.254395
	Iteration 28Q: 3 clusters Score -6305105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -6305105.500000 Penalty: 5386.254395
	Iteration 29Q: 3 clusters Score -6305106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -6305105.500000 Penalty: 5386.254395
	Iteration 30F: 3 clusters Score -6305106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Entering Unmasked Estep 
Score: -4028201.500000 Penalty: 2596.347168
	Iteration 0F: 2 clusters Score -4028202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4004251.500000 Penalty: 5192.694336
	Iteration 0F: 3 clusters Score -4004252 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4013065.500000 Penalty: 5192.694336
	Iteration 1F: 3 clusters Score -4013066 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4013549.000000 Penalty: 5192.694336
	Iteration 2Q: 3 clusters Score -4013549 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -4014024.500000 Penalty: 5192.694336
	Iteration 3Q: 3 clusters Score -4014024 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4014421.000000 Penalty: 5192.694336
	Iteration 4Q: 3 clusters Score -4014421 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4014819.250000 Penalty: 5192.694336
	Iteration 5Q: 3 clusters Score -4014819 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -4015320.750000 Penalty: 5192.694336
	Iteration 6Q: 3 clusters Score -4015321 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4016018.500000 Penalty: 5192.694336
	Iteration 7Q: 3 clusters Score -4016018 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -4016940.250000 Penalty: 5192.694336
	Iteration 8Q: 3 clusters Score -4016940 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -4018068.750000 Penalty: 5192.694336
	Iteration 9F: 3 clusters Score -4018069 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4019372.750000 Penalty: 5192.694336
	Iteration 10F: 3 clusters Score -4019373 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -4020620.000000 Penalty: 5192.694336
	Iteration 11F: 3 clusters Score -4020620 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4021615.500000 Penalty: 5192.694336
	Iteration 12F: 3 clusters Score -4021616 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -4022437.000000 Penalty: 5192.694336
	Iteration 13Q: 3 clusters Score -4022437 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -4023245.000000 Penalty: 5192.694336
	Iteration 14Q: 3 clusters Score -4023245 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -4023983.500000 Penalty: 5192.694336
	Iteration 15Q: 3 clusters Score -4023984 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -4024535.500000 Penalty: 5192.694336
	Iteration 16Q: 3 clusters Score -4024536 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -4024912.750000 Penalty: 5192.694336
	Iteration 17Q: 3 clusters Score -4024913 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -4025118.750000 Penalty: 5192.694336
	Iteration 18Q: 3 clusters Score -4025119 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -4025229.250000 Penalty: 5192.694336
	Iteration 19Q: 3 clusters Score -4025229 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -4025294.750000 Penalty: 5192.694336
	Iteration 20F: 3 clusters Score -4025295 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -4025354.750000 Penalty: 5192.694336
	Iteration 21Q: 3 clusters Score -4025355 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4025420.750000 Penalty: 5192.694336
	Iteration 22Q: 3 clusters Score -4025421 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4025446.000000 Penalty: 5192.694336
	Iteration 23Q: 3 clusters Score -4025446 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -4025480.250000 Penalty: 5192.694336
	Iteration 24Q: 3 clusters Score -4025480 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4025507.250000 Penalty: 5192.694336
	Iteration 25Q: 3 clusters Score -4025507 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4025531.250000 Penalty: 5192.694336
	Iteration 26Q: 3 clusters Score -4025531 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4025576.000000 Penalty: 5192.694336
	Iteration 27Q: 3 clusters Score -4025576 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4025604.750000 Penalty: 5192.694336
	Iteration 28Q: 3 clusters Score -4025605 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4025625.250000 Penalty: 5192.694336
	Iteration 29Q: 3 clusters Score -4025625 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4025648.000000 Penalty: 5192.694336
	Iteration 30Q: 3 clusters Score -4025648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4025666.500000 Penalty: 5192.694336
	Iteration 31Q: 3 clusters Score -4025666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4025672.500000 Penalty: 5192.694336
	Iteration 32Q: 3 clusters Score -4025672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4025686.750000 Penalty: 5192.694336
	Iteration 33Q: 3 clusters Score -4025687 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4025703.750000 Penalty: 5192.694336
	Iteration 34Q: 3 clusters Score -4025704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4025711.500000 Penalty: 5192.694336
	Iteration 35Q: 3 clusters Score -4025712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4025730.000000 Penalty: 5192.694336
	Iteration 36Q: 3 clusters Score -4025730 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -4025752.000000 Penalty: 5192.694336
	Iteration 37Q: 3 clusters Score -4025752 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4025774.500000 Penalty: 5192.694336
	Iteration 38Q: 3 clusters Score -4025774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4025783.000000 Penalty: 5192.694336
	Iteration 39Q: 3 clusters Score -4025783 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -4025806.000000 Penalty: 5192.694336
	Iteration 40F: 3 clusters Score -4025806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4025807.000000 Penalty: 5192.694336
	Iteration 41Q: 3 clusters Score -4025807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4025826.500000 Penalty: 5192.694336
	Iteration 42Q: 3 clusters Score -4025826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4025830.000000 Penalty: 5192.694336
	Iteration 43Q: 3 clusters Score -4025830 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4025852.750000 Penalty: 5192.694336
	Iteration 44Q: 3 clusters Score -4025853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4025870.250000 Penalty: 5192.694336
	Iteration 45Q: 3 clusters Score -4025870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -4025873.750000 Penalty: 5192.694336
	Iteration 46Q: 3 clusters Score -4025874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4025885.500000 Penalty: 5192.694336
	Iteration 47Q: 3 clusters Score -4025886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4025891.500000 Penalty: 5192.694336
	Iteration 48Q: 3 clusters Score -4025892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4025918.750000 Penalty: 5192.694336
	Iteration 49Q: 3 clusters Score -4025919 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4025922.250000 Penalty: 5192.694336
	Iteration 50Q: 3 clusters Score -4025922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4025927.000000 Penalty: 5192.694336
	Iteration 51Q: 3 clusters Score -4025927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4025945.500000 Penalty: 5192.694336
	Iteration 52Q: 3 clusters Score -4025946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4025945.500000 Penalty: 5192.694336
	Iteration 53Q: 3 clusters Score -4025946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4025953.000000 Penalty: 5192.694336
	Iteration 54Q: 3 clusters Score -4025953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4025964.750000 Penalty: 5192.694336
	Iteration 55Q: 3 clusters Score -4025965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4025966.000000 Penalty: 5192.694336
	Iteration 56Q: 3 clusters Score -4025966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4025972.000000 Penalty: 5192.694336
	Iteration 57Q: 3 clusters Score -4025972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4025964.500000 Penalty: 5192.694336
	Iteration 58Q: 3 clusters Score -4025964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4025962.750000 Penalty: 5192.694336
	Iteration 59Q: 3 clusters Score -4025963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4025966.500000 Penalty: 5192.694336
	Iteration 60F: 3 clusters Score -4025966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4025970.750000 Penalty: 5192.694336
	Iteration 61Q: 3 clusters Score -4025971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4025970.250000 Penalty: 5192.694336
	Iteration 62Q: 3 clusters Score -4025970 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4025977.000000 Penalty: 5192.694336
	Iteration 63Q: 3 clusters Score -4025977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4025981.500000 Penalty: 5192.694336
	Iteration 64Q: 3 clusters Score -4025982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4025987.750000 Penalty: 5192.694336
	Iteration 65Q: 3 clusters Score -4025988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4025992.750000 Penalty: 5192.694336
	Iteration 66Q: 3 clusters Score -4025993 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4025998.000000 Penalty: 5192.694336
	Iteration 67Q: 3 clusters Score -4025998 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32535 members 
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Entering Unmasked Estep 
Score: -4026001.750000 Penalty: 5192.694336
	Iteration 68Q: 3 clusters Score -4026002 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32556 members 
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Entering Unmasked Estep 
Score: -4026003.500000 Penalty: 5192.694336
	Iteration 69Q: 3 clusters Score -4026004 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32583 members 
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Entering Unmasked Estep 
Score: -4026009.000000 Penalty: 5192.694336
	Iteration 70Q: 3 clusters Score -4026009 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32611 members 
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Entering Unmasked Estep 
Score: -4026017.500000 Penalty: 5192.694336
	Iteration 71Q: 3 clusters Score -4026018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4026027.000000 Penalty: 5192.694336
	Iteration 72Q: 3 clusters Score -4026027 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4026040.250000 Penalty: 5192.694336
	Iteration 73Q: 3 clusters Score -4026040 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4026039.500000 Penalty: 5192.694336
	Iteration 74Q: 3 clusters Score -4026040 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4026045.000000 Penalty: 5192.694336
	Iteration 75Q: 3 clusters Score -4026045 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4026059.250000 Penalty: 5192.694336
	Iteration 76Q: 3 clusters Score -4026059 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4026055.500000 Penalty: 5192.694336
	Iteration 77Q: 3 clusters Score -4026056 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4026063.500000 Penalty: 5192.694336
	Iteration 78Q: 3 clusters Score -4026064 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4026067.500000 Penalty: 5192.694336
	Iteration 79Q: 3 clusters Score -4026068 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4026067.750000 Penalty: 5192.694336
	Iteration 80F: 3 clusters Score -4026068 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4026070.500000 Penalty: 5192.694336
	Iteration 81Q: 3 clusters Score -4026070 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4026076.250000 Penalty: 5192.694336
	Iteration 82Q: 3 clusters Score -4026076 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4026078.500000 Penalty: 5192.694336
	Iteration 83Q: 3 clusters Score -4026078 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4026083.500000 Penalty: 5192.694336
	Iteration 84Q: 3 clusters Score -4026084 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4026085.000000 Penalty: 5192.694336
	Iteration 85Q: 3 clusters Score -4026085 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4026081.500000 Penalty: 5192.694336
	Iteration 86Q: 3 clusters Score -4026082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4026092.500000 Penalty: 5192.694336
	Iteration 87Q: 3 clusters Score -4026092 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4026092 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4026083.750000 Penalty: 5192.694336
	Iteration 89Q: 3 clusters Score -4026084 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4026095.000000 Penalty: 5192.694336
	Iteration 90Q: 3 clusters Score -4026095 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33042 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4026094 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33060 members 
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Entering Unmasked Estep 
Score: -4026101.500000 Penalty: 5192.694336
	Iteration 92Q: 3 clusters Score -4026102 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4026100.250000 Penalty: 5192.694336
	Iteration 93Q: 3 clusters Score -4026100 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4026104.750000 Penalty: 5192.694336
	Iteration 94Q: 3 clusters Score -4026105 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4026110.250000 Penalty: 5192.694336
	Iteration 95Q: 3 clusters Score -4026110 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4026117.500000 Penalty: 5192.694336
	Iteration 96Q: 3 clusters Score -4026118 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4026113.250000 Penalty: 5192.694336
	Iteration 97Q: 3 clusters Score -4026113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4026126.500000 Penalty: 5192.694336
	Iteration 98Q: 3 clusters Score -4026126 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4026124.250000 Penalty: 5192.694336
	Iteration 99Q: 3 clusters Score -4026124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4026134.250000 Penalty: 5192.694336
	Iteration 100F: 3 clusters Score -4026134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4026129.250000 Penalty: 5192.694336
	Iteration 101Q: 3 clusters Score -4026129 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4026132.750000 Penalty: 5192.694336
	Iteration 102Q: 3 clusters Score -4026133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4026144.250000 Penalty: 5192.694336
	Iteration 103Q: 3 clusters Score -4026144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4026144.750000 Penalty: 5192.694336
	Iteration 104Q: 3 clusters Score -4026145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4026149.000000 Penalty: 5192.694336
	Iteration 105Q: 3 clusters Score -4026149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4026146.750000 Penalty: 5192.694336
	Iteration 106Q: 3 clusters Score -4026147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4026151.500000 Penalty: 5192.694336
	Iteration 107Q: 3 clusters Score -4026152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4026151.250000 Penalty: 5192.694336
	Iteration 108Q: 3 clusters Score -4026151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4026160.750000 Penalty: 5192.694336
	Iteration 109Q: 3 clusters Score -4026161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4026158.750000 Penalty: 5192.694336
	Iteration 110Q: 3 clusters Score -4026159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4026160.250000 Penalty: 5192.694336
	Iteration 111Q: 3 clusters Score -4026160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4026169.000000 Penalty: 5192.694336
	Iteration 112Q: 3 clusters Score -4026169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4026162.250000 Penalty: 5192.694336
	Iteration 113Q: 3 clusters Score -4026162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4026169.500000 Penalty: 5192.694336
	Iteration 114Q: 3 clusters Score -4026170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4026171.750000 Penalty: 5192.694336
	Iteration 115Q: 3 clusters Score -4026172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4026177.500000 Penalty: 5192.694336
	Iteration 116Q: 3 clusters Score -4026178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4026178.250000 Penalty: 5192.694336
	Iteration 117Q: 3 clusters Score -4026178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4026179.250000 Penalty: 5192.694336
	Iteration 118Q: 3 clusters Score -4026179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4026180.500000 Penalty: 5192.694336
	Iteration 119Q: 3 clusters Score -4026180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4026187.250000 Penalty: 5192.694336
	Iteration 120F: 3 clusters Score -4026187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4026192.000000 Penalty: 5192.694336
	Iteration 121Q: 3 clusters Score -4026192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4026194.000000 Penalty: 5192.694336
	Iteration 122Q: 3 clusters Score -4026194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4026202.000000 Penalty: 5192.694336
	Iteration 123Q: 3 clusters Score -4026202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4026207.000000 Penalty: 5192.694336
	Iteration 124Q: 3 clusters Score -4026207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4026207.500000 Penalty: 5192.694336
	Iteration 125Q: 3 clusters Score -4026208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4026212.000000 Penalty: 5192.694336
	Iteration 126Q: 3 clusters Score -4026212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4026216.750000 Penalty: 5192.694336
	Iteration 127Q: 3 clusters Score -4026217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4026220.750000 Penalty: 5192.694336
	Iteration 128Q: 3 clusters Score -4026221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4026215.750000 Penalty: 5192.694336
	Iteration 129Q: 3 clusters Score -4026216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4026213.500000 Penalty: 5192.694336
	Iteration 130Q: 3 clusters Score -4026214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4026217.750000 Penalty: 5192.694336
	Iteration 131Q: 3 clusters Score -4026218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4026215.250000 Penalty: 5192.694336
	Iteration 132Q: 3 clusters Score -4026215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4026220.500000 Penalty: 5192.694336
	Iteration 133Q: 3 clusters Score -4026220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4026225.250000 Penalty: 5192.694336
	Iteration 134Q: 3 clusters Score -4026225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4026224.750000 Penalty: 5192.694336
	Iteration 135Q: 3 clusters Score -4026225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4026222.250000 Penalty: 5192.694336
	Iteration 136Q: 3 clusters Score -4026222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4026223.000000 Penalty: 5192.694336
	Iteration 137Q: 3 clusters Score -4026223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4026229.750000 Penalty: 5192.694336
	Iteration 138Q: 3 clusters Score -4026230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4026226.000000 Penalty: 5192.694336
	Iteration 139Q: 3 clusters Score -4026226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4026222.500000 Penalty: 5192.694336
	Iteration 140F: 3 clusters Score -4026222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4026220.750000 Penalty: 5192.694336
	Iteration 141Q: 3 clusters Score -4026221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4026223.500000 Penalty: 5192.694336
	Iteration 142Q: 3 clusters Score -4026224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4026228.000000 Penalty: 5192.694336
	Iteration 143Q: 3 clusters Score -4026228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4026232.000000 Penalty: 5192.694336
	Iteration 144Q: 3 clusters Score -4026232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4026233.750000 Penalty: 5192.694336
	Iteration 145Q: 3 clusters Score -4026234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4026240.500000 Penalty: 5192.694336
	Iteration 146Q: 3 clusters Score -4026240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4026243.000000 Penalty: 5192.694336
	Iteration 147Q: 3 clusters Score -4026243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4026247.250000 Penalty: 5192.694336
	Iteration 148Q: 3 clusters Score -4026247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4026255.000000 Penalty: 5192.694336
	Iteration 149Q: 3 clusters Score -4026255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4026261.250000 Penalty: 5192.694336
	Iteration 150Q: 3 clusters Score -4026261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4026260.750000 Penalty: 5192.694336
	Iteration 151Q: 3 clusters Score -4026261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4026261.500000 Penalty: 5192.694336
	Iteration 152Q: 3 clusters Score -4026262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4026269.250000 Penalty: 5192.694336
	Iteration 153Q: 3 clusters Score -4026269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4026264.000000 Penalty: 5192.694336
	Iteration 154Q: 3 clusters Score -4026264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4026269.000000 Penalty: 5192.694336
	Iteration 155Q: 3 clusters Score -4026269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4026272.500000 Penalty: 5192.694336
	Iteration 156Q: 3 clusters Score -4026272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4026274.500000 Penalty: 5192.694336
	Iteration 157Q: 3 clusters Score -4026274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4026273.500000 Penalty: 5192.694336
	Iteration 158Q: 3 clusters Score -4026274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4026278.500000 Penalty: 5192.694336
	Iteration 159Q: 3 clusters Score -4026278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4026279.250000 Penalty: 5192.694336
	Iteration 160F: 3 clusters Score -4026279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4026280.750000 Penalty: 5192.694336
	Iteration 161Q: 3 clusters Score -4026281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4026282.250000 Penalty: 5192.694336
	Iteration 162Q: 3 clusters Score -4026282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4026284.750000 Penalty: 5192.694336
	Iteration 163Q: 3 clusters Score -4026285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4026281.750000 Penalty: 5192.694336
	Iteration 164Q: 3 clusters Score -4026282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4026274.000000 Penalty: 5192.694336
	Iteration 165Q: 3 clusters Score -4026274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4026273.750000 Penalty: 5192.694336
	Iteration 166Q: 3 clusters Score -4026274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4026274.000000 Penalty: 5192.694336
	Iteration 167Q: 3 clusters Score -4026274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4026274.000000 Penalty: 5192.694336
	Iteration 168F: 3 clusters Score -4026274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Entering Unmasked Estep 
Score: -2199062.500000 Penalty: 2442.743164
	Iteration 0F: 2 clusters Score -2199062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2185650.250000 Penalty: 4885.486328
	Iteration 0F: 3 clusters Score -2185650 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2190095.250000 Penalty: 4885.486328
	Iteration 1F: 3 clusters Score -2190095 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2190596.250000 Penalty: 4885.486328
	Iteration 2F: 3 clusters Score -2190596 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2191043.750000 Penalty: 4885.486328
	Iteration 3F: 3 clusters Score -2191044 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2191459.750000 Penalty: 4885.486328
	Iteration 4Q: 3 clusters Score -2191460 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2191889.000000 Penalty: 4885.486328
	Iteration 5Q: 3 clusters Score -2191889 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2192346.750000 Penalty: 4885.486328
	Iteration 6Q: 3 clusters Score -2192347 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2192923.750000 Penalty: 4885.486328
	Iteration 7Q: 3 clusters Score -2192924 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2193588.250000 Penalty: 4885.486328
	Iteration 8Q: 3 clusters Score -2193588 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2194357.500000 Penalty: 4885.486328
	Iteration 9F: 3 clusters Score -2194358 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2195165.750000 Penalty: 4885.486328
	Iteration 10F: 3 clusters Score -2195166 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2195897.500000 Penalty: 4885.486328
	Iteration 11Q: 3 clusters Score -2195898 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2196411.750000 Penalty: 4885.486328
	Iteration 12Q: 3 clusters Score -2196412 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2196795.750000 Penalty: 4885.486328
	Iteration 13Q: 3 clusters Score -2196796 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2197036.250000 Penalty: 4885.486328
	Iteration 14Q: 3 clusters Score -2197036 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2197231.000000 Penalty: 4885.486328
	Iteration 15Q: 3 clusters Score -2197231 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2197381.500000 Penalty: 4885.486328
	Iteration 16Q: 3 clusters Score -2197382 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2197498.750000 Penalty: 4885.486328
	Iteration 17Q: 3 clusters Score -2197499 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2197566.250000 Penalty: 4885.486328
	Iteration 18Q: 3 clusters Score -2197566 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2197608.750000 Penalty: 4885.486328
	Iteration 19Q: 3 clusters Score -2197609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2197635.250000 Penalty: 4885.486328
	Iteration 20F: 3 clusters Score -2197635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2197649.250000 Penalty: 4885.486328
	Iteration 21Q: 3 clusters Score -2197649 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2197671.000000 Penalty: 4885.486328
	Iteration 22Q: 3 clusters Score -2197671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2197683.750000 Penalty: 4885.486328
	Iteration 23Q: 3 clusters Score -2197684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2197689.500000 Penalty: 4885.486328
	Iteration 24Q: 3 clusters Score -2197690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2197700.500000 Penalty: 4885.486328
	Iteration 25Q: 3 clusters Score -2197700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2197701.750000 Penalty: 4885.486328
	Iteration 26Q: 3 clusters Score -2197702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2197701.000000 Penalty: 4885.486328
	Iteration 27Q: 3 clusters Score -2197701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2197703.750000 Penalty: 4885.486328
	Iteration 28Q: 3 clusters Score -2197704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2197706.750000 Penalty: 4885.486328
	Iteration 29Q: 3 clusters Score -2197707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2197703.250000 Penalty: 4885.486328
	Iteration 30Q: 3 clusters Score -2197703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2197705.500000 Penalty: 4885.486328
	Iteration 31Q: 3 clusters Score -2197706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2197704.750000 Penalty: 4885.486328
	Iteration 32Q: 3 clusters Score -2197705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2197706.500000 Penalty: 4885.486328
	Iteration 33Q: 3 clusters Score -2197706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2197706.500000 Penalty: 4885.486328
	Iteration 34Q: 3 clusters Score -2197706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2197706.250000 Penalty: 4885.486328
	Iteration 35Q: 3 clusters Score -2197706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2197706.000000 Penalty: 4885.486328
	Iteration 36Q: 3 clusters Score -2197706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2197705.000000 Penalty: 4885.486328
	Iteration 37Q: 3 clusters Score -2197705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2197703.000000 Penalty: 4885.486328
	Iteration 38Q: 3 clusters Score -2197703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2197704.000000 Penalty: 4885.486328
	Iteration 39Q: 3 clusters Score -2197704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2197703.750000 Penalty: 4885.486328
	Iteration 40F: 3 clusters Score -2197704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2197702.750000 Penalty: 4885.486328
	Iteration 41Q: 3 clusters Score -2197703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2197702.750000 Penalty: 4885.486328
	Iteration 42F: 3 clusters Score -2197703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -311773.343750 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -311773.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -308747.843750 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -308747.8 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -309360.250000 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -309360.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -309587.062500 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -309587.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -309752.875000 Penalty: 3906.247559
	Iteration 3F: 3 clusters Score -309752.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -309901.437500 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -309901.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -310024.812500 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -310024.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -310124.125000 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -310124.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -310230.718750 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -310230.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -310330.843750 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -310330.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -310416.031250 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -310416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -310468.000000 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -310468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -310514.218750 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -310514.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -310549.500000 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -310549.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -310584.781250 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -310584.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -310605.531250 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -310605.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -310623.343750 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -310623.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -310633.937500 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -310633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -310639.437500 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -310639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -310643.406250 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -310643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -310646.531250 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -310646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -310649.812500 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -310649.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -310653.843750 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -310653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -310653.937500 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -310653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -310654.843750 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -310654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -310654.937500 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -310654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -310654.937500 Penalty: 3906.247559
	Iteration 25F: 3 clusters Score -310654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -729307.875000 Penalty: 2174.837891
	Iteration 0F: 2 clusters Score -729307.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -723930.562500 Penalty: 4349.675781
	Iteration 0F: 3 clusters Score -723930.6 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -725468.937500 Penalty: 4349.675781
	Iteration 1F: 3 clusters Score -725468.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -725932.187500 Penalty: 4349.675781
	Iteration 2F: 3 clusters Score -725932.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -726265.312500 Penalty: 4349.675781
	Iteration 3F: 3 clusters Score -726265.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -726531.625000 Penalty: 4349.675781
	Iteration 4F: 3 clusters Score -726531.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -726795.875000 Penalty: 4349.675781
	Iteration 5F: 3 clusters Score -726795.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -727033.125000 Penalty: 4349.675781
	Iteration 6F: 3 clusters Score -727033.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -727224.375000 Penalty: 4349.675781
	Iteration 7Q: 3 clusters Score -727224.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -727355.125000 Penalty: 4349.675781
	Iteration 8Q: 3 clusters Score -727355.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -727463.750000 Penalty: 4349.675781
	Iteration 9Q: 3 clusters Score -727463.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -727560.000000 Penalty: 4349.675781
	Iteration 10Q: 3 clusters Score -727560 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -727630.250000 Penalty: 4349.675781
	Iteration 11Q: 3 clusters Score -727630.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -727679.250000 Penalty: 4349.675781
	Iteration 12Q: 3 clusters Score -727679.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -727722.687500 Penalty: 4349.675781
	Iteration 13Q: 3 clusters Score -727722.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -727755.625000 Penalty: 4349.675781
	Iteration 14Q: 3 clusters Score -727755.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -727780.500000 Penalty: 4349.675781
	Iteration 15Q: 3 clusters Score -727780.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -727804.125000 Penalty: 4349.675781
	Iteration 16Q: 3 clusters Score -727804.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -727817.937500 Penalty: 4349.675781
	Iteration 17Q: 3 clusters Score -727817.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -727834.312500 Penalty: 4349.675781
	Iteration 18Q: 3 clusters Score -727834.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -727848.000000 Penalty: 4349.675781
	Iteration 19Q: 3 clusters Score -727848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -727859.125000 Penalty: 4349.675781
	Iteration 20F: 3 clusters Score -727859.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -727868.062500 Penalty: 4349.675781
	Iteration 21Q: 3 clusters Score -727868.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -727879.687500 Penalty: 4349.675781
	Iteration 22Q: 3 clusters Score -727879.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -727888.125000 Penalty: 4349.675781
	Iteration 23Q: 3 clusters Score -727888.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -727896.937500 Penalty: 4349.675781
	Iteration 24Q: 3 clusters Score -727896.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -727902.312500 Penalty: 4349.675781
	Iteration 25Q: 3 clusters Score -727902.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -727903.250000 Penalty: 4349.675781
	Iteration 26Q: 3 clusters Score -727903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -727907.125000 Penalty: 4349.675781
	Iteration 27Q: 3 clusters Score -727907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -727911.562500 Penalty: 4349.675781
	Iteration 28Q: 3 clusters Score -727911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -727912.500000 Penalty: 4349.675781
	Iteration 29Q: 3 clusters Score -727912.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -727918.437500 Penalty: 4349.675781
	Iteration 30Q: 3 clusters Score -727918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -727920.750000 Penalty: 4349.675781
	Iteration 31Q: 3 clusters Score -727920.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -727920.750000 Penalty: 4349.675781
	Iteration 32F: 3 clusters Score -727920.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Entering Unmasked Estep 
Score: -1311908.750000 Penalty: 2307.620850
	Iteration 0F: 2 clusters Score -1311909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1303582.125000 Penalty: 4615.241699
	Iteration 0F: 3 clusters Score -1303582 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1305975.875000 Penalty: 4615.241699
	Iteration 1F: 3 clusters Score -1305976 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1306332.625000 Penalty: 4615.241699
	Iteration 2F: 3 clusters Score -1306333 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1306617.875000 Penalty: 4615.241699
	Iteration 3F: 3 clusters Score -1306618 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1306842.000000 Penalty: 4615.241699
	Iteration 4Q: 3 clusters Score -1306842 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1307043.750000 Penalty: 4615.241699
	Iteration 5Q: 3 clusters Score -1307044 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1307250.250000 Penalty: 4615.241699
	Iteration 6Q: 3 clusters Score -1307250 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1307465.000000 Penalty: 4615.241699
	Iteration 7Q: 3 clusters Score -1307465 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1307684.250000 Penalty: 4615.241699
	Iteration 8Q: 3 clusters Score -1307684 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1307954.500000 Penalty: 4615.241699
	Iteration 9Q: 3 clusters Score -1307954 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1308262.750000 Penalty: 4615.241699
	Iteration 10Q: 3 clusters Score -1308263 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1308614.500000 Penalty: 4615.241699
	Iteration 11Q: 3 clusters Score -1308614 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1308945.750000 Penalty: 4615.241699
	Iteration 12Q: 3 clusters Score -1308946 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1309303.375000 Penalty: 4615.241699
	Iteration 13Q: 3 clusters Score -1309303 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1309585.875000 Penalty: 4615.241699
	Iteration 14Q: 3 clusters Score -1309586 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1309806.500000 Penalty: 4615.241699
	Iteration 15Q: 3 clusters Score -1309806 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1309952.875000 Penalty: 4615.241699
	Iteration 16Q: 3 clusters Score -1309953 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1310031.375000 Penalty: 4615.241699
	Iteration 17Q: 3 clusters Score -1310031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1310088.625000 Penalty: 4615.241699
	Iteration 18Q: 3 clusters Score -1310089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1310123.375000 Penalty: 4615.241699
	Iteration 19Q: 3 clusters Score -1310123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1310146.250000 Penalty: 4615.241699
	Iteration 20F: 3 clusters Score -1310146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1310160.000000 Penalty: 4615.241699
	Iteration 21Q: 3 clusters Score -1310160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1310169.375000 Penalty: 4615.241699
	Iteration 22Q: 3 clusters Score -1310169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1310171.375000 Penalty: 4615.241699
	Iteration 23Q: 3 clusters Score -1310171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1310179.125000 Penalty: 4615.241699
	Iteration 24Q: 3 clusters Score -1310179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1310185.875000 Penalty: 4615.241699
	Iteration 25Q: 3 clusters Score -1310186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1310188.375000 Penalty: 4615.241699
	Iteration 26Q: 3 clusters Score -1310188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1310191.000000 Penalty: 4615.241699
	Iteration 27Q: 3 clusters Score -1310191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1310190.125000 Penalty: 4615.241699
	Iteration 28Q: 3 clusters Score -1310190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1310190.125000 Penalty: 4615.241699
	Iteration 29F: 3 clusters Score -1310190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Entering Unmasked Estep 
Score: -3050636.250000 Penalty: 2539.385986
	Iteration 0F: 2 clusters Score -3050636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3031472.750000 Penalty: 5078.771973
	Iteration 0F: 3 clusters Score -3031473 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3038493.250000 Penalty: 5078.771973
	Iteration 1F: 3 clusters Score -3038493 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3039196.000000 Penalty: 5078.771973
	Iteration 2F: 3 clusters Score -3039196 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3039883.750000 Penalty: 5078.771973
	Iteration 3F: 3 clusters Score -3039884 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3040565.250000 Penalty: 5078.771973
	Iteration 4F: 3 clusters Score -3040565 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3041286.500000 Penalty: 5078.771973
	Iteration 5F: 3 clusters Score -3041286 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3041984.750000 Penalty: 5078.771973
	Iteration 6Q: 3 clusters Score -3041985 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3042715.250000 Penalty: 5078.771973
	Iteration 7Q: 3 clusters Score -3042715 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3043453.000000 Penalty: 5078.771973
	Iteration 8Q: 3 clusters Score -3043453 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3044195.500000 Penalty: 5078.771973
	Iteration 9Q: 3 clusters Score -3044196 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3044881.000000 Penalty: 5078.771973
	Iteration 10Q: 3 clusters Score -3044881 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3045445.250000 Penalty: 5078.771973
	Iteration 11Q: 3 clusters Score -3045445 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3045965.250000 Penalty: 5078.771973
	Iteration 12Q: 3 clusters Score -3045965 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3046399.250000 Penalty: 5078.771973
	Iteration 13Q: 3 clusters Score -3046399 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3046732.750000 Penalty: 5078.771973
	Iteration 14Q: 3 clusters Score -3046733 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3047052.250000 Penalty: 5078.771973
	Iteration 15Q: 3 clusters Score -3047052 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3047314.750000 Penalty: 5078.771973
	Iteration 16Q: 3 clusters Score -3047315 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3047569.000000 Penalty: 5078.771973
	Iteration 17Q: 3 clusters Score -3047569 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3047774.250000 Penalty: 5078.771973
	Iteration 18Q: 3 clusters Score -3047774 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3047968.500000 Penalty: 5078.771973
	Iteration 19Q: 3 clusters Score -3047968 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3048143.750000 Penalty: 5078.771973
	Iteration 20F: 3 clusters Score -3048144 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3048279.000000 Penalty: 5078.771973
	Iteration 21Q: 3 clusters Score -3048279 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3048376.750000 Penalty: 5078.771973
	Iteration 22Q: 3 clusters Score -3048377 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3048459.500000 Penalty: 5078.771973
	Iteration 23Q: 3 clusters Score -3048460 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3048529.250000 Penalty: 5078.771973
	Iteration 24Q: 3 clusters Score -3048529 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3048579.250000 Penalty: 5078.771973
	Iteration 25Q: 3 clusters Score -3048579 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3048630.250000 Penalty: 5078.771973
	Iteration 26Q: 3 clusters Score -3048630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3048683.250000 Penalty: 5078.771973
	Iteration 27Q: 3 clusters Score -3048683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3048721.000000 Penalty: 5078.771973
	Iteration 28Q: 3 clusters Score -3048721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3048741.500000 Penalty: 5078.771973
	Iteration 29Q: 3 clusters Score -3048742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3048760.750000 Penalty: 5078.771973
	Iteration 30Q: 3 clusters Score -3048761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3048776.750000 Penalty: 5078.771973
	Iteration 31Q: 3 clusters Score -3048777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3048784.250000 Penalty: 5078.771973
	Iteration 32Q: 3 clusters Score -3048784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3048797.500000 Penalty: 5078.771973
	Iteration 33Q: 3 clusters Score -3048798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3048803.000000 Penalty: 5078.771973
	Iteration 34Q: 3 clusters Score -3048803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3048802.750000 Penalty: 5078.771973
	Iteration 35Q: 3 clusters Score -3048803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3048805.000000 Penalty: 5078.771973
	Iteration 36Q: 3 clusters Score -3048805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3048808.000000 Penalty: 5078.771973
	Iteration 37Q: 3 clusters Score -3048808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3048809.250000 Penalty: 5078.771973
	Iteration 38Q: 3 clusters Score -3048809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3048813.500000 Penalty: 5078.771973
	Iteration 39Q: 3 clusters Score -3048814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3048810.500000 Penalty: 5078.771973
	Iteration 40F: 3 clusters Score -3048810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3048812.000000 Penalty: 5078.771973
	Iteration 41Q: 3 clusters Score -3048812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3048812.000000 Penalty: 5078.771973
	Iteration 42F: 3 clusters Score -3048812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Entering Unmasked Estep 
Score: -1941871.625000 Penalty: 2406.410156
	Iteration 0F: 2 clusters Score -1941872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1930205.750000 Penalty: 4812.820312
	Iteration 0F: 3 clusters Score -1930206 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1933914.750000 Penalty: 4812.820312
	Iteration 1F: 3 clusters Score -1933915 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1934400.000000 Penalty: 4812.820312
	Iteration 2F: 3 clusters Score -1934400 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1934848.125000 Penalty: 4812.820312
	Iteration 3F: 3 clusters Score -1934848 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1935243.500000 Penalty: 4812.820312
	Iteration 4Q: 3 clusters Score -1935244 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1935586.375000 Penalty: 4812.820312
	Iteration 5Q: 3 clusters Score -1935586 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1935959.125000 Penalty: 4812.820312
	Iteration 6Q: 3 clusters Score -1935959 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1936329.375000 Penalty: 4812.820312
	Iteration 7Q: 3 clusters Score -1936329 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1936689.000000 Penalty: 4812.820312
	Iteration 8Q: 3 clusters Score -1936689 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1937018.000000 Penalty: 4812.820312
	Iteration 9Q: 3 clusters Score -1937018 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1937272.875000 Penalty: 4812.820312
	Iteration 10Q: 3 clusters Score -1937273 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1937492.500000 Penalty: 4812.820312
	Iteration 11Q: 3 clusters Score -1937492 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1937699.625000 Penalty: 4812.820312
	Iteration 12Q: 3 clusters Score -1937700 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1937898.375000 Penalty: 4812.820312
	Iteration 13Q: 3 clusters Score -1937898 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1938105.625000 Penalty: 4812.820312
	Iteration 14Q: 3 clusters Score -1938106 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1938292.750000 Penalty: 4812.820312
	Iteration 15Q: 3 clusters Score -1938293 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1938466.250000 Penalty: 4812.820312
	Iteration 16Q: 3 clusters Score -1938466 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1938604.750000 Penalty: 4812.820312
	Iteration 17Q: 3 clusters Score -1938605 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1938727.375000 Penalty: 4812.820312
	Iteration 18Q: 3 clusters Score -1938727 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1938848.500000 Penalty: 4812.820312
	Iteration 19Q: 3 clusters Score -1938848 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1938938.500000 Penalty: 4812.820312
	Iteration 20F: 3 clusters Score -1938938 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1939032.125000 Penalty: 4812.820312
	Iteration 21Q: 3 clusters Score -1939032 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1939111.875000 Penalty: 4812.820312
	Iteration 22Q: 3 clusters Score -1939112 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1939191.500000 Penalty: 4812.820312
	Iteration 23Q: 3 clusters Score -1939192 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1939256.875000 Penalty: 4812.820312
	Iteration 24Q: 3 clusters Score -1939257 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1939307.000000 Penalty: 4812.820312
	Iteration 25Q: 3 clusters Score -1939307 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1939359.625000 Penalty: 4812.820312
	Iteration 26Q: 3 clusters Score -1939360 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1939402.500000 Penalty: 4812.820312
	Iteration 27Q: 3 clusters Score -1939402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1939434.250000 Penalty: 4812.820312
	Iteration 28Q: 3 clusters Score -1939434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1939457.250000 Penalty: 4812.820312
	Iteration 29Q: 3 clusters Score -1939457 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1939481.625000 Penalty: 4812.820312
	Iteration 30Q: 3 clusters Score -1939482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1939507.000000 Penalty: 4812.820312
	Iteration 31Q: 3 clusters Score -1939507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1939533.875000 Penalty: 4812.820312
	Iteration 32Q: 3 clusters Score -1939534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1939558.125000 Penalty: 4812.820312
	Iteration 33Q: 3 clusters Score -1939558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1939591.000000 Penalty: 4812.820312
	Iteration 34Q: 3 clusters Score -1939591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1939618.625000 Penalty: 4812.820312
	Iteration 35Q: 3 clusters Score -1939619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1939642.000000 Penalty: 4812.820312
	Iteration 36Q: 3 clusters Score -1939642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1939660.375000 Penalty: 4812.820312
	Iteration 37Q: 3 clusters Score -1939660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1939677.000000 Penalty: 4812.820312
	Iteration 38Q: 3 clusters Score -1939677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1939681.125000 Penalty: 4812.820312
	Iteration 39Q: 3 clusters Score -1939681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1939689.125000 Penalty: 4812.820312
	Iteration 40F: 3 clusters Score -1939689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1939701.500000 Penalty: 4812.820312
	Iteration 41Q: 3 clusters Score -1939702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1939705.375000 Penalty: 4812.820312
	Iteration 42Q: 3 clusters Score -1939705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1939712.875000 Penalty: 4812.820312
	Iteration 43Q: 3 clusters Score -1939713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1939717.625000 Penalty: 4812.820312
	Iteration 44Q: 3 clusters Score -1939718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1939724.250000 Penalty: 4812.820312
	Iteration 45Q: 3 clusters Score -1939724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1939729.250000 Penalty: 4812.820312
	Iteration 46Q: 3 clusters Score -1939729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1939736.625000 Penalty: 4812.820312
	Iteration 47Q: 3 clusters Score -1939737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1939744.750000 Penalty: 4812.820312
	Iteration 48Q: 3 clusters Score -1939745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1939753.000000 Penalty: 4812.820312
	Iteration 49Q: 3 clusters Score -1939753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1939757.125000 Penalty: 4812.820312
	Iteration 50Q: 3 clusters Score -1939757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1939758.875000 Penalty: 4812.820312
	Iteration 51Q: 3 clusters Score -1939759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1939758.625000 Penalty: 4812.820312
	Iteration 52Q: 3 clusters Score -1939759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1939760.875000 Penalty: 4812.820312
	Iteration 53Q: 3 clusters Score -1939761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1939763.750000 Penalty: 4812.820312
	Iteration 54Q: 3 clusters Score -1939764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1939763.375000 Penalty: 4812.820312
	Iteration 55Q: 3 clusters Score -1939763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1939766.750000 Penalty: 4812.820312
	Iteration 56Q: 3 clusters Score -1939767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1939770.500000 Penalty: 4812.820312
	Iteration 57Q: 3 clusters Score -1939770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1939777.125000 Penalty: 4812.820312
	Iteration 58Q: 3 clusters Score -1939777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1939782.875000 Penalty: 4812.820312
	Iteration 59Q: 3 clusters Score -1939783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1939785.625000 Penalty: 4812.820312
	Iteration 60F: 3 clusters Score -1939786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1939785.125000 Penalty: 4812.820312
	Iteration 61Q: 3 clusters Score -1939785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1939786.750000 Penalty: 4812.820312
	Iteration 62Q: 3 clusters Score -1939787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1939788.500000 Penalty: 4812.820312
	Iteration 63Q: 3 clusters Score -1939788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1939786.250000 Penalty: 4812.820312
	Iteration 64Q: 3 clusters Score -1939786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1939787.625000 Penalty: 4812.820312
	Iteration 65Q: 3 clusters Score -1939788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1939787.625000 Penalty: 4812.820312
	Iteration 66F: 3 clusters Score -1939788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Entering Unmasked Estep 
Score: -2575493.500000 Penalty: 2477.619141
	Iteration 0F: 2 clusters Score -2575494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2560239.500000 Penalty: 4955.238281
	Iteration 0F: 3 clusters Score -2560240 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2565507.750000 Penalty: 4955.238281
	Iteration 1F: 3 clusters Score -2565508 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2565991.500000 Penalty: 4955.238281
	Iteration 2F: 3 clusters Score -2565992 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2566426.500000 Penalty: 4955.238281
	Iteration 3Q: 3 clusters Score -2566426 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2566851.500000 Penalty: 4955.238281
	Iteration 4Q: 3 clusters Score -2566852 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2567244.500000 Penalty: 4955.238281
	Iteration 5Q: 3 clusters Score -2567244 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2567662.000000 Penalty: 4955.238281
	Iteration 6Q: 3 clusters Score -2567662 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2568092.250000 Penalty: 4955.238281
	Iteration 7Q: 3 clusters Score -2568092 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2568615.250000 Penalty: 4955.238281
	Iteration 8Q: 3 clusters Score -2568615 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2569215.500000 Penalty: 4955.238281
	Iteration 9Q: 3 clusters Score -2569216 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2569944.000000 Penalty: 4955.238281
	Iteration 10F: 3 clusters Score -2569944 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2570710.000000 Penalty: 4955.238281
	Iteration 11Q: 3 clusters Score -2570710 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2571495.000000 Penalty: 4955.238281
	Iteration 12Q: 3 clusters Score -2571495 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2572202.500000 Penalty: 4955.238281
	Iteration 13Q: 3 clusters Score -2572202 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2572822.000000 Penalty: 4955.238281
	Iteration 14Q: 3 clusters Score -2572822 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2573334.500000 Penalty: 4955.238281
	Iteration 15Q: 3 clusters Score -2573334 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2573678.250000 Penalty: 4955.238281
	Iteration 16Q: 3 clusters Score -2573678 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2573906.750000 Penalty: 4955.238281
	Iteration 17Q: 3 clusters Score -2573907 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2574057.500000 Penalty: 4955.238281
	Iteration 18Q: 3 clusters Score -2574058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2574118.250000 Penalty: 4955.238281
	Iteration 19Q: 3 clusters Score -2574118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2574155.250000 Penalty: 4955.238281
	Iteration 20F: 3 clusters Score -2574155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2574171.000000 Penalty: 4955.238281
	Iteration 21Q: 3 clusters Score -2574171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2574181.750000 Penalty: 4955.238281
	Iteration 22Q: 3 clusters Score -2574182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2574184.750000 Penalty: 4955.238281
	Iteration 23Q: 3 clusters Score -2574185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2574193.250000 Penalty: 4955.238281
	Iteration 24Q: 3 clusters Score -2574193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2574192.750000 Penalty: 4955.238281
	Iteration 25Q: 3 clusters Score -2574193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2574193.000000 Penalty: 4955.238281
	Iteration 26Q: 3 clusters Score -2574193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2574195.000000 Penalty: 4955.238281
	Iteration 27Q: 3 clusters Score -2574195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2574196.750000 Penalty: 4955.238281
	Iteration 28Q: 3 clusters Score -2574197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2574197.750000 Penalty: 4955.238281
	Iteration 29Q: 3 clusters Score -2574198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2574199.500000 Penalty: 4955.238281
	Iteration 30Q: 3 clusters Score -2574200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2574199.500000 Penalty: 4955.238281
	Iteration 31F: 3 clusters Score -2574200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -348006.031250 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -348006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -345094.250000 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -345094.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -345875.843750 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -345875.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -346258.218750 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -346258.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -346554.468750 Penalty: 3874.537842
	Iteration 3F: 3 clusters Score -346554.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -346725.218750 Penalty: 3874.537842
	Iteration 4F: 3 clusters Score -346725.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -346826.187500 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -346826.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -346937.250000 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -346937.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -347012.718750 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -347012.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -347064.750000 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -347064.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -347110.812500 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -347110.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -347146.531250 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -347146.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -347179.250000 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -347179.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -347207.875000 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -347207.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -347239.312500 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -347239.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -347269.531250 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -347269.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -347307.875000 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -347307.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -347344.750000 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -347344.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -347376.218750 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -347376.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -347400.000000 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -347400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -347419.781250 Penalty: 3874.537842
	Iteration 19Q: 3 clusters Score -347419.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -347435.750000 Penalty: 3874.537842
	Iteration 20F: 3 clusters Score -347435.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -347450.343750 Penalty: 3874.537842
	Iteration 21Q: 3 clusters Score -347450.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -347462.531250 Penalty: 3874.537842
	Iteration 22Q: 3 clusters Score -347462.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -347472.375000 Penalty: 3874.537842
	Iteration 23Q: 3 clusters Score -347472.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -347475.531250 Penalty: 3874.537842
	Iteration 24Q: 3 clusters Score -347475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -347478.437500 Penalty: 3874.537842
	Iteration 25Q: 3 clusters Score -347478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -347481.906250 Penalty: 3874.537842
	Iteration 26Q: 3 clusters Score -347481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -347483.250000 Penalty: 3874.537842
	Iteration 27Q: 3 clusters Score -347483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -347487.125000 Penalty: 3874.537842
	Iteration 28Q: 3 clusters Score -347487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -347491.593750 Penalty: 3874.537842
	Iteration 29Q: 3 clusters Score -347491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -347492.906250 Penalty: 3874.537842
	Iteration 30Q: 3 clusters Score -347492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -347493.718750 Penalty: 3874.537842
	Iteration 31Q: 3 clusters Score -347493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -347493.531250 Penalty: 3874.537842
	Iteration 32Q: 3 clusters Score -347493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -347494.531250 Penalty: 3874.537842
	Iteration 33Q: 3 clusters Score -347494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -347494.906250 Penalty: 3874.537842
	Iteration 34Q: 3 clusters Score -347494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -347497.656250 Penalty: 3874.537842
	Iteration 35Q: 3 clusters Score -347497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -347499.343750 Penalty: 3874.537842
	Iteration 36Q: 3 clusters Score -347499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -347499.750000 Penalty: 3874.537842
	Iteration 37Q: 3 clusters Score -347499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -347501.375000 Penalty: 3874.537842
	Iteration 38Q: 3 clusters Score -347501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -347502.875000 Penalty: 3874.537842
	Iteration 39Q: 3 clusters Score -347502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -347504.937500 Penalty: 3874.537842
	Iteration 40F: 3 clusters Score -347504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -347505.812500 Penalty: 3874.537842
	Iteration 41Q: 3 clusters Score -347505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -347505.968750 Penalty: 3874.537842
	Iteration 42Q: 3 clusters Score -347506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -347505.968750 Penalty: 3874.537842
	Iteration 43F: 3 clusters Score -347506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Entering Unmasked Estep 
Score: -575233.375000 Penalty: 2114.682373
	Iteration 0F: 2 clusters Score -575233.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -570701.562500 Penalty: 4229.364746
	Iteration 0F: 3 clusters Score -570701.6 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -571820.312500 Penalty: 4229.364746
	Iteration 1F: 3 clusters Score -571820.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -572097.812500 Penalty: 4229.364746
	Iteration 2F: 3 clusters Score -572097.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -572290.562500 Penalty: 4229.364746
	Iteration 3F: 3 clusters Score -572290.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -572499.500000 Penalty: 4229.364746
	Iteration 4Q: 3 clusters Score -572499.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -572736.437500 Penalty: 4229.364746
	Iteration 5F: 3 clusters Score -572736.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -573059.937500 Penalty: 4229.364746
	Iteration 6F: 3 clusters Score -573059.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -573489.187500 Penalty: 4229.364746
	Iteration 7F: 3 clusters Score -573489.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -573928.437500 Penalty: 4229.364746
	Iteration 8F: 3 clusters Score -573928.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -574255.187500 Penalty: 4229.364746
	Iteration 9F: 3 clusters Score -574255.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -574458.562500 Penalty: 4229.364746
	Iteration 10Q: 3 clusters Score -574458.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -574587.250000 Penalty: 4229.364746
	Iteration 11Q: 3 clusters Score -574587.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -574665.312500 Penalty: 4229.364746
	Iteration 12Q: 3 clusters Score -574665.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -574711.562500 Penalty: 4229.364746
	Iteration 13Q: 3 clusters Score -574711.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -574739.562500 Penalty: 4229.364746
	Iteration 14Q: 3 clusters Score -574739.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -574758.937500 Penalty: 4229.364746
	Iteration 15Q: 3 clusters Score -574758.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -574771.875000 Penalty: 4229.364746
	Iteration 16Q: 3 clusters Score -574771.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -574781.062500 Penalty: 4229.364746
	Iteration 17Q: 3 clusters Score -574781.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -574785.312500 Penalty: 4229.364746
	Iteration 18Q: 3 clusters Score -574785.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -574788.937500 Penalty: 4229.364746
	Iteration 19Q: 3 clusters Score -574788.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -574790.187500 Penalty: 4229.364746
	Iteration 20F: 3 clusters Score -574790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -574792.562500 Penalty: 4229.364746
	Iteration 21Q: 3 clusters Score -574792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -574793.375000 Penalty: 4229.364746
	Iteration 22Q: 3 clusters Score -574793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -574796.125000 Penalty: 4229.364746
	Iteration 23Q: 3 clusters Score -574796.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -574798.000000 Penalty: 4229.364746
	Iteration 24Q: 3 clusters Score -574798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -574801.187500 Penalty: 4229.364746
	Iteration 25Q: 3 clusters Score -574801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -574804.250000 Penalty: 4229.364746
	Iteration 26Q: 3 clusters Score -574804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -574808.750000 Penalty: 4229.364746
	Iteration 27Q: 3 clusters Score -574808.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -574815.812500 Penalty: 4229.364746
	Iteration 28Q: 3 clusters Score -574815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -574823.312500 Penalty: 4229.364746
	Iteration 29Q: 3 clusters Score -574823.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -574828.312500 Penalty: 4229.364746
	Iteration 30Q: 3 clusters Score -574828.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -574835.625000 Penalty: 4229.364746
	Iteration 31Q: 3 clusters Score -574835.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -574838.437500 Penalty: 4229.364746
	Iteration 32Q: 3 clusters Score -574838.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -574841.375000 Penalty: 4229.364746
	Iteration 33Q: 3 clusters Score -574841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -574844.500000 Penalty: 4229.364746
	Iteration 34Q: 3 clusters Score -574844.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -574851.437500 Penalty: 4229.364746
	Iteration 35Q: 3 clusters Score -574851.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -574856.562500 Penalty: 4229.364746
	Iteration 36Q: 3 clusters Score -574856.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -574861.687500 Penalty: 4229.364746
	Iteration 37Q: 3 clusters Score -574861.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -574863.437500 Penalty: 4229.364746
	Iteration 38Q: 3 clusters Score -574863.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -574870.812500 Penalty: 4229.364746
	Iteration 39Q: 3 clusters Score -574870.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -574879.750000 Penalty: 4229.364746
	Iteration 40F: 3 clusters Score -574879.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -574884.875000 Penalty: 4229.364746
	Iteration 41Q: 3 clusters Score -574884.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -574890.875000 Penalty: 4229.364746
	Iteration 42Q: 3 clusters Score -574890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -574893.375000 Penalty: 4229.364746
	Iteration 43Q: 3 clusters Score -574893.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -574896.437500 Penalty: 4229.364746
	Iteration 44Q: 3 clusters Score -574896.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -574901.812500 Penalty: 4229.364746
	Iteration 45Q: 3 clusters Score -574901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -574906.062500 Penalty: 4229.364746
	Iteration 46Q: 3 clusters Score -574906.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -574909.437500 Penalty: 4229.364746
	Iteration 47Q: 3 clusters Score -574909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -574910.500000 Penalty: 4229.364746
	Iteration 48Q: 3 clusters Score -574910.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -574913.500000 Penalty: 4229.364746
	Iteration 49Q: 3 clusters Score -574913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -574918.687500 Penalty: 4229.364746
	Iteration 50Q: 3 clusters Score -574918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -574921.250000 Penalty: 4229.364746
	Iteration 51Q: 3 clusters Score -574921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -574921.937500 Penalty: 4229.364746
	Iteration 52Q: 3 clusters Score -574921.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -574928.437500 Penalty: 4229.364746
	Iteration 53Q: 3 clusters Score -574928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -574932.312500 Penalty: 4229.364746
	Iteration 54Q: 3 clusters Score -574932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -574935.000000 Penalty: 4229.364746
	Iteration 55Q: 3 clusters Score -574935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -574937.812500 Penalty: 4229.364746
	Iteration 56Q: 3 clusters Score -574937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -574939.500000 Penalty: 4229.364746
	Iteration 57Q: 3 clusters Score -574939.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -574942.250000 Penalty: 4229.364746
	Iteration 58Q: 3 clusters Score -574942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -574943.625000 Penalty: 4229.364746
	Iteration 59Q: 3 clusters Score -574943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -574944.625000 Penalty: 4229.364746
	Iteration 60F: 3 clusters Score -574944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -574946.000000 Penalty: 4229.364746
	Iteration 61Q: 3 clusters Score -574946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -574945.562500 Penalty: 4229.364746
	Iteration 62Q: 3 clusters Score -574945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -574945.125000 Penalty: 4229.364746
	Iteration 63Q: 3 clusters Score -574945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -574946.812500 Penalty: 4229.364746
	Iteration 64Q: 3 clusters Score -574946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -574946.812500 Penalty: 4229.364746
	Iteration 65F: 3 clusters Score -574946.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Entering Unmasked Estep 
Score: -2579489.500000 Penalty: 2477.015625
	Iteration 0F: 2 clusters Score -2579490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2564133.000000 Penalty: 4954.031250
	Iteration 0F: 3 clusters Score -2564133 nChanged 9664
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2569590.500000 Penalty: 4954.031250
	Iteration 1F: 3 clusters Score -2569590 nChanged 1305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2570309 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2571028.500000 Penalty: 4954.031250
	Iteration 3F: 3 clusters Score -2571028 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2571818.750000 Penalty: 4954.031250
	Iteration 4F: 3 clusters Score -2571819 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2572612 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2573426.000000 Penalty: 4954.031250
	Iteration 6F: 3 clusters Score -2573426 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2574306.250000 Penalty: 4954.031250
	Iteration 7F: 3 clusters Score -2574306 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2575306 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2576345.000000 Penalty: 4954.031250
	Iteration 9F: 3 clusters Score -2576345 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2577148.250000 Penalty: 4954.031250
	Iteration 10Q: 3 clusters Score -2577148 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2577715.750000 Penalty: 4954.031250
	Iteration 11Q: 3 clusters Score -2577716 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2578031.750000 Penalty: 4954.031250
	Iteration 12Q: 3 clusters Score -2578032 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2578225.000000 Penalty: 4954.031250
	Iteration 13Q: 3 clusters Score -2578225 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2578359.000000 Penalty: 4954.031250
	Iteration 14Q: 3 clusters Score -2578359 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2578448.500000 Penalty: 4954.031250
	Iteration 15Q: 3 clusters Score -2578448 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2578517.250000 Penalty: 4954.031250
	Iteration 16Q: 3 clusters Score -2578517 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2578542.500000 Penalty: 4954.031250
	Iteration 17Q: 3 clusters Score -2578542 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2578552.000000 Penalty: 4954.031250
	Iteration 18Q: 3 clusters Score -2578552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2578569.000000 Penalty: 4954.031250
	Iteration 19Q: 3 clusters Score -2578569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2578576.750000 Penalty: 4954.031250
	Iteration 20F: 3 clusters Score -2578577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2578581.000000 Penalty: 4954.031250
	Iteration 21Q: 3 clusters Score -2578581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2578580.000000 Penalty: 4954.031250
	Iteration 22Q: 3 clusters Score -2578580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2578591.000000 Penalty: 4954.031250
	Iteration 23Q: 3 clusters Score -2578591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2578591.250000 Penalty: 4954.031250
	Iteration 24Q: 3 clusters Score -2578591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2578597.750000 Penalty: 4954.031250
	Iteration 25Q: 3 clusters Score -2578598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2578598.500000 Penalty: 4954.031250
	Iteration 26Q: 3 clusters Score -2578598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2578595.750000 Penalty: 4954.031250
	Iteration 27Q: 3 clusters Score -2578596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2578602.250000 Penalty: 4954.031250
	Iteration 28Q: 3 clusters Score -2578602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2578603.250000 Penalty: 4954.031250
	Iteration 29Q: 3 clusters Score -2578603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2578607.750000 Penalty: 4954.031250
	Iteration 30Q: 3 clusters Score -2578608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2578615.750000 Penalty: 4954.031250
	Iteration 31Q: 3 clusters Score -2578616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2578624.250000 Penalty: 4954.031250
	Iteration 32Q: 3 clusters Score -2578624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2578623.000000 Penalty: 4954.031250
	Iteration 33Q: 3 clusters Score -2578623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2578623.750000 Penalty: 4954.031250
	Iteration 34Q: 3 clusters Score -2578624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2578627.750000 Penalty: 4954.031250
	Iteration 35Q: 3 clusters Score -2578628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2578626.000000 Penalty: 4954.031250
	Iteration 36Q: 3 clusters Score -2578626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2578624.750000 Penalty: 4954.031250
	Iteration 37Q: 3 clusters Score -2578625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2578625.000000 Penalty: 4954.031250
	Iteration 38Q: 3 clusters Score -2578625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2578625.250000 Penalty: 4954.031250
	Iteration 39Q: 3 clusters Score -2578625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2578623.250000 Penalty: 4954.031250
	Iteration 40F: 3 clusters Score -2578623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2578622.250000 Penalty: 4954.031250
	Iteration 41Q: 3 clusters Score -2578622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2578624.000000 Penalty: 4954.031250
	Iteration 42Q: 3 clusters Score -2578624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2578623.250000 Penalty: 4954.031250
	Iteration 43Q: 3 clusters Score -2578623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2578620.250000 Penalty: 4954.031250
	Iteration 44Q: 3 clusters Score -2578620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2578625.250000 Penalty: 4954.031250
	Iteration 45Q: 3 clusters Score -2578625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2578620.750000 Penalty: 4954.031250
	Iteration 46Q: 3 clusters Score -2578621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2578624.500000 Penalty: 4954.031250
	Iteration 47Q: 3 clusters Score -2578624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2578627.500000 Penalty: 4954.031250
	Iteration 48Q: 3 clusters Score -2578628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2578626.000000 Penalty: 4954.031250
	Iteration 49Q: 3 clusters Score -2578626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2578625.250000 Penalty: 4954.031250
	Iteration 50Q: 3 clusters Score -2578625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2578625.500000 Penalty: 4954.031250
	Iteration 51Q: 3 clusters Score -2578626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2578626.250000 Penalty: 4954.031250
	Iteration 52Q: 3 clusters Score -2578626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2578631.000000 Penalty: 4954.031250
	Iteration 53Q: 3 clusters Score -2578631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2578634.250000 Penalty: 4954.031250
	Iteration 54Q: 3 clusters Score -2578634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2578629.500000 Penalty: 4954.031250
	Iteration 55Q: 3 clusters Score -2578630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2578626.500000 Penalty: 4954.031250
	Iteration 56Q: 3 clusters Score -2578626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2578628.000000 Penalty: 4954.031250
	Iteration 57Q: 3 clusters Score -2578628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2578624.250000 Penalty: 4954.031250
	Iteration 58Q: 3 clusters Score -2578624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2578632.750000 Penalty: 4954.031250
	Iteration 59Q: 3 clusters Score -2578633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2578635.250000 Penalty: 4954.031250
	Iteration 60F: 3 clusters Score -2578635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2578634.000000 Penalty: 4954.031250
	Iteration 61Q: 3 clusters Score -2578634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2578629.750000 Penalty: 4954.031250
	Iteration 62Q: 3 clusters Score -2578630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2578626.750000 Penalty: 4954.031250
	Iteration 63Q: 3 clusters Score -2578627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2578631.500000 Penalty: 4954.031250
	Iteration 64Q: 3 clusters Score -2578632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2578632.500000 Penalty: 4954.031250
	Iteration 65Q: 3 clusters Score -2578632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2578631.250000 Penalty: 4954.031250
	Iteration 66Q: 3 clusters Score -2578631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2578628.250000 Penalty: 4954.031250
	Iteration 67Q: 3 clusters Score -2578628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2578632.500000 Penalty: 4954.031250
	Iteration 68Q: 3 clusters Score -2578632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2578629.750000 Penalty: 4954.031250
	Iteration 69Q: 3 clusters Score -2578630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2578629.500000 Penalty: 4954.031250
	Iteration 70Q: 3 clusters Score -2578630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2578633.250000 Penalty: 4954.031250
	Iteration 71Q: 3 clusters Score -2578633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2578632.750000 Penalty: 4954.031250
	Iteration 72Q: 3 clusters Score -2578633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2578634.000000 Penalty: 4954.031250
	Iteration 73Q: 3 clusters Score -2578634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2578634.000000 Penalty: 4954.031250
	Iteration 74F: 3 clusters Score -2578634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Entering Unmasked Estep 
Score: -1058993.500000 Penalty: 2295.270264
	Iteration 0F: 2 clusters Score -1058994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1051154.625000 Penalty: 4590.540527
	Iteration 0F: 3 clusters Score -1051155 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1053883.250000 Penalty: 4590.540527
	Iteration 1F: 3 clusters Score -1053883 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1054588.500000 Penalty: 4590.540527
	Iteration 2F: 3 clusters Score -1054588 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1055328.000000 Penalty: 4590.540527
	Iteration 3F: 3 clusters Score -1055328 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1055971.250000 Penalty: 4590.540527
	Iteration 4F: 3 clusters Score -1055971 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1056407.375000 Penalty: 4590.540527
	Iteration 5F: 3 clusters Score -1056407 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1056660.375000 Penalty: 4590.540527
	Iteration 6Q: 3 clusters Score -1056660 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1056811.625000 Penalty: 4590.540527
	Iteration 7Q: 3 clusters Score -1056812 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1056914.625000 Penalty: 4590.540527
	Iteration 8Q: 3 clusters Score -1056915 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1056986.000000 Penalty: 4590.540527
	Iteration 9Q: 3 clusters Score -1056986 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1057066.375000 Penalty: 4590.540527
	Iteration 10Q: 3 clusters Score -1057066 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1057145.875000 Penalty: 4590.540527
	Iteration 11Q: 3 clusters Score -1057146 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1057228.000000 Penalty: 4590.540527
	Iteration 12Q: 3 clusters Score -1057228 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1057286.500000 Penalty: 4590.540527
	Iteration 13Q: 3 clusters Score -1057286 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1057333.500000 Penalty: 4590.540527
	Iteration 14Q: 3 clusters Score -1057334 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1057374.750000 Penalty: 4590.540527
	Iteration 15Q: 3 clusters Score -1057375 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1057412.000000 Penalty: 4590.540527
	Iteration 16Q: 3 clusters Score -1057412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1057434.750000 Penalty: 4590.540527
	Iteration 17Q: 3 clusters Score -1057435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1057456.500000 Penalty: 4590.540527
	Iteration 18Q: 3 clusters Score -1057456 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1057474.750000 Penalty: 4590.540527
	Iteration 19Q: 3 clusters Score -1057475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1057491.875000 Penalty: 4590.540527
	Iteration 20F: 3 clusters Score -1057492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1057506.375000 Penalty: 4590.540527
	Iteration 21Q: 3 clusters Score -1057506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1057523.375000 Penalty: 4590.540527
	Iteration 22Q: 3 clusters Score -1057523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1057541.125000 Penalty: 4590.540527
	Iteration 23Q: 3 clusters Score -1057541 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1057561.375000 Penalty: 4590.540527
	Iteration 24Q: 3 clusters Score -1057561 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1057579.000000 Penalty: 4590.540527
	Iteration 25Q: 3 clusters Score -1057579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1057601.250000 Penalty: 4590.540527
	Iteration 26Q: 3 clusters Score -1057601 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1057621.250000 Penalty: 4590.540527
	Iteration 27Q: 3 clusters Score -1057621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1057640.250000 Penalty: 4590.540527
	Iteration 28Q: 3 clusters Score -1057640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1057657.500000 Penalty: 4590.540527
	Iteration 29Q: 3 clusters Score -1057658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1057680.000000 Penalty: 4590.540527
	Iteration 30Q: 3 clusters Score -1057680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1057702.375000 Penalty: 4590.540527
	Iteration 31Q: 3 clusters Score -1057702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1057721.500000 Penalty: 4590.540527
	Iteration 32Q: 3 clusters Score -1057722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1057742.875000 Penalty: 4590.540527
	Iteration 33Q: 3 clusters Score -1057743 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1057763.125000 Penalty: 4590.540527
	Iteration 34Q: 3 clusters Score -1057763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1057779.500000 Penalty: 4590.540527
	Iteration 35Q: 3 clusters Score -1057780 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1057799.125000 Penalty: 4590.540527
	Iteration 36Q: 3 clusters Score -1057799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1057816.250000 Penalty: 4590.540527
	Iteration 37Q: 3 clusters Score -1057816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1057832.125000 Penalty: 4590.540527
	Iteration 38Q: 3 clusters Score -1057832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1057849.500000 Penalty: 4590.540527
	Iteration 39Q: 3 clusters Score -1057850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1057862.000000 Penalty: 4590.540527
	Iteration 40F: 3 clusters Score -1057862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1057871.875000 Penalty: 4590.540527
	Iteration 41Q: 3 clusters Score -1057872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1057883.500000 Penalty: 4590.540527
	Iteration 42Q: 3 clusters Score -1057884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1057893.250000 Penalty: 4590.540527
	Iteration 43Q: 3 clusters Score -1057893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1057898.250000 Penalty: 4590.540527
	Iteration 44Q: 3 clusters Score -1057898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1057907.250000 Penalty: 4590.540527
	Iteration 45Q: 3 clusters Score -1057907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1057910.500000 Penalty: 4590.540527
	Iteration 46Q: 3 clusters Score -1057910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1057918.000000 Penalty: 4590.540527
	Iteration 47Q: 3 clusters Score -1057918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1057917.750000 Penalty: 4590.540527
	Iteration 48Q: 3 clusters Score -1057918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1057920.750000 Penalty: 4590.540527
	Iteration 49Q: 3 clusters Score -1057921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1057922.750000 Penalty: 4590.540527
	Iteration 50Q: 3 clusters Score -1057923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1057924.250000 Penalty: 4590.540527
	Iteration 51Q: 3 clusters Score -1057924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1057925.375000 Penalty: 4590.540527
	Iteration 52Q: 3 clusters Score -1057925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1057924.750000 Penalty: 4590.540527
	Iteration 53Q: 3 clusters Score -1057925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1057924.750000 Penalty: 4590.540527
	Iteration 54F: 3 clusters Score -1057925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Entering Unmasked Estep 
Score: -1085196.875000 Penalty: 2268.898438
	Iteration 0F: 2 clusters Score -1085197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1077918.500000 Penalty: 4537.796875
	Iteration 0F: 3 clusters Score -1077918 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1079910.250000 Penalty: 4537.796875
	Iteration 1F: 3 clusters Score -1079910 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1080210.875000 Penalty: 4537.796875
	Iteration 2F: 3 clusters Score -1080211 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1080446.625000 Penalty: 4537.796875
	Iteration 3F: 3 clusters Score -1080447 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1080691.000000 Penalty: 4537.796875
	Iteration 4Q: 3 clusters Score -1080691 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1080972.750000 Penalty: 4537.796875
	Iteration 5Q: 3 clusters Score -1080973 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1081269.125000 Penalty: 4537.796875
	Iteration 6Q: 3 clusters Score -1081269 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1081548.000000 Penalty: 4537.796875
	Iteration 7Q: 3 clusters Score -1081548 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1081829.125000 Penalty: 4537.796875
	Iteration 8Q: 3 clusters Score -1081829 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1082108.500000 Penalty: 4537.796875
	Iteration 9Q: 3 clusters Score -1082108 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1082412.250000 Penalty: 4537.796875
	Iteration 10Q: 3 clusters Score -1082412 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1082718.750000 Penalty: 4537.796875
	Iteration 11Q: 3 clusters Score -1082719 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1082967.375000 Penalty: 4537.796875
	Iteration 12Q: 3 clusters Score -1082967 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1083126.750000 Penalty: 4537.796875
	Iteration 13Q: 3 clusters Score -1083127 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1083232.375000 Penalty: 4537.796875
	Iteration 14Q: 3 clusters Score -1083232 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1083303.500000 Penalty: 4537.796875
	Iteration 15Q: 3 clusters Score -1083304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1083360.000000 Penalty: 4537.796875
	Iteration 16Q: 3 clusters Score -1083360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1083399.125000 Penalty: 4537.796875
	Iteration 17Q: 3 clusters Score -1083399 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1083436.000000 Penalty: 4537.796875
	Iteration 18Q: 3 clusters Score -1083436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1083462.500000 Penalty: 4537.796875
	Iteration 19Q: 3 clusters Score -1083462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1083486.625000 Penalty: 4537.796875
	Iteration 20F: 3 clusters Score -1083487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1083503.875000 Penalty: 4537.796875
	Iteration 21Q: 3 clusters Score -1083504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1083514.500000 Penalty: 4537.796875
	Iteration 22Q: 3 clusters Score -1083514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1083519.625000 Penalty: 4537.796875
	Iteration 23Q: 3 clusters Score -1083520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1083528.375000 Penalty: 4537.796875
	Iteration 24Q: 3 clusters Score -1083528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1083529.000000 Penalty: 4537.796875
	Iteration 25Q: 3 clusters Score -1083529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1083536.125000 Penalty: 4537.796875
	Iteration 26Q: 3 clusters Score -1083536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1083542.125000 Penalty: 4537.796875
	Iteration 27Q: 3 clusters Score -1083542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1083540.625000 Penalty: 4537.796875
	Iteration 28Q: 3 clusters Score -1083541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1083540.250000 Penalty: 4537.796875
	Iteration 29Q: 3 clusters Score -1083540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1083543.250000 Penalty: 4537.796875
	Iteration 30Q: 3 clusters Score -1083543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1083543.375000 Penalty: 4537.796875
	Iteration 31Q: 3 clusters Score -1083543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1083546.750000 Penalty: 4537.796875
	Iteration 32Q: 3 clusters Score -1083547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1083547.750000 Penalty: 4537.796875
	Iteration 33Q: 3 clusters Score -1083548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1083548.125000 Penalty: 4537.796875
	Iteration 34Q: 3 clusters Score -1083548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1083548.625000 Penalty: 4537.796875
	Iteration 35Q: 3 clusters Score -1083549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1083554.000000 Penalty: 4537.796875
	Iteration 36Q: 3 clusters Score -1083554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1083552.250000 Penalty: 4537.796875
	Iteration 37Q: 3 clusters Score -1083552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1083555.375000 Penalty: 4537.796875
	Iteration 38Q: 3 clusters Score -1083555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1083557.875000 Penalty: 4537.796875
	Iteration 39Q: 3 clusters Score -1083558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1083562.125000 Penalty: 4537.796875
	Iteration 40F: 3 clusters Score -1083562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1083563.375000 Penalty: 4537.796875
	Iteration 41Q: 3 clusters Score -1083563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1083562.875000 Penalty: 4537.796875
	Iteration 42Q: 3 clusters Score -1083563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1083564.750000 Penalty: 4537.796875
	Iteration 43Q: 3 clusters Score -1083565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1083566.375000 Penalty: 4537.796875
	Iteration 44Q: 3 clusters Score -1083566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1083565.750000 Penalty: 4537.796875
	Iteration 45Q: 3 clusters Score -1083566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1083569.625000 Penalty: 4537.796875
	Iteration 46Q: 3 clusters Score -1083570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1083570.375000 Penalty: 4537.796875
	Iteration 47Q: 3 clusters Score -1083570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1083569.625000 Penalty: 4537.796875
	Iteration 48Q: 3 clusters Score -1083570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1083570.750000 Penalty: 4537.796875
	Iteration 49Q: 3 clusters Score -1083571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1083569.750000 Penalty: 4537.796875
	Iteration 50Q: 3 clusters Score -1083570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1083571.750000 Penalty: 4537.796875
	Iteration 51Q: 3 clusters Score -1083572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1083571.500000 Penalty: 4537.796875
	Iteration 52Q: 3 clusters Score -1083572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1083570.750000 Penalty: 4537.796875
	Iteration 53Q: 3 clusters Score -1083571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1083570.750000 Penalty: 4537.796875
	Iteration 54F: 3 clusters Score -1083571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -562541.312500 Penalty: 2109.470703
	Iteration 0F: 2 clusters Score -562541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -558082.937500 Penalty: 4218.941406
	Iteration 0F: 3 clusters Score -558082.9 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -559299.500000 Penalty: 4218.941406
	Iteration 1F: 3 clusters Score -559299.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -559657.750000 Penalty: 4218.941406
	Iteration 2F: 3 clusters Score -559657.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -559983.937500 Penalty: 4218.941406
	Iteration 3F: 3 clusters Score -559983.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -560306.625000 Penalty: 4218.941406
	Iteration 4F: 3 clusters Score -560306.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -560536.187500 Penalty: 4218.941406
	Iteration 5F: 3 clusters Score -560536.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -560711.000000 Penalty: 4218.941406
	Iteration 6Q: 3 clusters Score -560711 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -560815.437500 Penalty: 4218.941406
	Iteration 7Q: 3 clusters Score -560815.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -560883.062500 Penalty: 4218.941406
	Iteration 8Q: 3 clusters Score -560883.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -560917.937500 Penalty: 4218.941406
	Iteration 9Q: 3 clusters Score -560917.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -560943.437500 Penalty: 4218.941406
	Iteration 10Q: 3 clusters Score -560943.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -560961.125000 Penalty: 4218.941406
	Iteration 11Q: 3 clusters Score -560961.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -560971.125000 Penalty: 4218.941406
	Iteration 12Q: 3 clusters Score -560971.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -560979.125000 Penalty: 4218.941406
	Iteration 13Q: 3 clusters Score -560979.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -560984.187500 Penalty: 4218.941406
	Iteration 14Q: 3 clusters Score -560984.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -560991.250000 Penalty: 4218.941406
	Iteration 15Q: 3 clusters Score -560991.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -560994.437500 Penalty: 4218.941406
	Iteration 16Q: 3 clusters Score -560994.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -560996.937500 Penalty: 4218.941406
	Iteration 17Q: 3 clusters Score -560996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -560999.187500 Penalty: 4218.941406
	Iteration 18Q: 3 clusters Score -560999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -561002.625000 Penalty: 4218.941406
	Iteration 19Q: 3 clusters Score -561002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -561002.812500 Penalty: 4218.941406
	Iteration 20F: 3 clusters Score -561002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -561003.687500 Penalty: 4218.941406
	Iteration 21Q: 3 clusters Score -561003.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -561005.312500 Penalty: 4218.941406
	Iteration 22Q: 3 clusters Score -561005.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -561006.812500 Penalty: 4218.941406
	Iteration 23Q: 3 clusters Score -561006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -561006.750000 Penalty: 4218.941406
	Iteration 24Q: 3 clusters Score -561006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -561008.187500 Penalty: 4218.941406
	Iteration 25Q: 3 clusters Score -561008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -561010.562500 Penalty: 4218.941406
	Iteration 26Q: 3 clusters Score -561010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -561013.500000 Penalty: 4218.941406
	Iteration 27Q: 3 clusters Score -561013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -561016.125000 Penalty: 4218.941406
	Iteration 28Q: 3 clusters Score -561016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -561019.750000 Penalty: 4218.941406
	Iteration 29Q: 3 clusters Score -561019.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -561023.937500 Penalty: 4218.941406
	Iteration 30Q: 3 clusters Score -561023.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -561027.500000 Penalty: 4218.941406
	Iteration 31Q: 3 clusters Score -561027.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -561034.062500 Penalty: 4218.941406
	Iteration 32Q: 3 clusters Score -561034.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -561039.750000 Penalty: 4218.941406
	Iteration 33Q: 3 clusters Score -561039.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -561044.250000 Penalty: 4218.941406
	Iteration 34Q: 3 clusters Score -561044.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -561046.312500 Penalty: 4218.941406
	Iteration 35Q: 3 clusters Score -561046.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -561049.937500 Penalty: 4218.941406
	Iteration 36Q: 3 clusters Score -561049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -561051.437500 Penalty: 4218.941406
	Iteration 37Q: 3 clusters Score -561051.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -561054.250000 Penalty: 4218.941406
	Iteration 38Q: 3 clusters Score -561054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -561056.062500 Penalty: 4218.941406
	Iteration 39Q: 3 clusters Score -561056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -561057.125000 Penalty: 4218.941406
	Iteration 40F: 3 clusters Score -561057.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Entering Unmasked Estep 
Score: -3064861.250000 Penalty: 2524.748291
	Iteration 0F: 2 clusters Score -3064861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3046758.750000 Penalty: 5049.496582
	Iteration 0F: 3 clusters Score -3046759 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3053206.250000 Penalty: 5049.496582
	Iteration 1F: 3 clusters Score -3053206 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3053923.500000 Penalty: 5049.496582
	Iteration 2F: 3 clusters Score -3053924 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3054719.750000 Penalty: 5049.496582
	Iteration 3F: 3 clusters Score -3054720 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3055459.500000 Penalty: 5049.496582
	Iteration 4F: 3 clusters Score -3055460 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3056202.500000 Penalty: 5049.496582
	Iteration 5F: 3 clusters Score -3056202 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3056967.750000 Penalty: 5049.496582
	Iteration 6F: 3 clusters Score -3056968 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3057748.000000 Penalty: 5049.496582
	Iteration 7Q: 3 clusters Score -3057748 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3058562.000000 Penalty: 5049.496582
	Iteration 8Q: 3 clusters Score -3058562 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3059244.250000 Penalty: 5049.496582
	Iteration 9Q: 3 clusters Score -3059244 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3059892.250000 Penalty: 5049.496582
	Iteration 10Q: 3 clusters Score -3059892 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3060420.000000 Penalty: 5049.496582
	Iteration 11Q: 3 clusters Score -3060420 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3060814.500000 Penalty: 5049.496582
	Iteration 12Q: 3 clusters Score -3060814 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3061155.500000 Penalty: 5049.496582
	Iteration 13Q: 3 clusters Score -3061156 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3061429.500000 Penalty: 5049.496582
	Iteration 14Q: 3 clusters Score -3061430 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3061652.250000 Penalty: 5049.496582
	Iteration 15Q: 3 clusters Score -3061652 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3061842.750000 Penalty: 5049.496582
	Iteration 16Q: 3 clusters Score -3061843 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3062041.250000 Penalty: 5049.496582
	Iteration 17Q: 3 clusters Score -3062041 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3062211.250000 Penalty: 5049.496582
	Iteration 18Q: 3 clusters Score -3062211 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3062338.250000 Penalty: 5049.496582
	Iteration 19Q: 3 clusters Score -3062338 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3062449.500000 Penalty: 5049.496582
	Iteration 20F: 3 clusters Score -3062450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3062545.500000 Penalty: 5049.496582
	Iteration 21Q: 3 clusters Score -3062546 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3062655.000000 Penalty: 5049.496582
	Iteration 22Q: 3 clusters Score -3062655 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3062741.000000 Penalty: 5049.496582
	Iteration 23Q: 3 clusters Score -3062741 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3062806.250000 Penalty: 5049.496582
	Iteration 24Q: 3 clusters Score -3062806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3062878.750000 Penalty: 5049.496582
	Iteration 25Q: 3 clusters Score -3062879 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3062942.000000 Penalty: 5049.496582
	Iteration 26Q: 3 clusters Score -3062942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3063002.000000 Penalty: 5049.496582
	Iteration 27Q: 3 clusters Score -3063002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3063069.500000 Penalty: 5049.496582
	Iteration 28Q: 3 clusters Score -3063070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3063120.000000 Penalty: 5049.496582
	Iteration 29Q: 3 clusters Score -3063120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3063147.250000 Penalty: 5049.496582
	Iteration 30Q: 3 clusters Score -3063147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3063165.500000 Penalty: 5049.496582
	Iteration 31Q: 3 clusters Score -3063166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3063186.000000 Penalty: 5049.496582
	Iteration 32Q: 3 clusters Score -3063186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3063197.250000 Penalty: 5049.496582
	Iteration 33Q: 3 clusters Score -3063197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3063199.500000 Penalty: 5049.496582
	Iteration 34Q: 3 clusters Score -3063200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3063222.750000 Penalty: 5049.496582
	Iteration 35Q: 3 clusters Score -3063223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3063237.000000 Penalty: 5049.496582
	Iteration 36Q: 3 clusters Score -3063237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3063249.000000 Penalty: 5049.496582
	Iteration 37Q: 3 clusters Score -3063249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3063261.500000 Penalty: 5049.496582
	Iteration 38Q: 3 clusters Score -3063262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3063264.750000 Penalty: 5049.496582
	Iteration 39Q: 3 clusters Score -3063265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3063272.500000 Penalty: 5049.496582
	Iteration 40F: 3 clusters Score -3063272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3063274.750000 Penalty: 5049.496582
	Iteration 41Q: 3 clusters Score -3063275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3063274.500000 Penalty: 5049.496582
	Iteration 42Q: 3 clusters Score -3063274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3063277.000000 Penalty: 5049.496582
	Iteration 43Q: 3 clusters Score -3063277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3063279.250000 Penalty: 5049.496582
	Iteration 44Q: 3 clusters Score -3063279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3063278.500000 Penalty: 5049.496582
	Iteration 45Q: 3 clusters Score -3063278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3063280.250000 Penalty: 5049.496582
	Iteration 46Q: 3 clusters Score -3063280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3063281.750000 Penalty: 5049.496582
	Iteration 47Q: 3 clusters Score -3063282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3063281.250000 Penalty: 5049.496582
	Iteration 48Q: 3 clusters Score -3063281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3063280.750000 Penalty: 5049.496582
	Iteration 49Q: 3 clusters Score -3063281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3063280.750000 Penalty: 5049.496582
	Iteration 50F: 3 clusters Score -3063281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -36378.328125 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -36378.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35150.550781 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -35150.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35360.953125 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -35360.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35452.617188 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -35452.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35522.417969 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -35522.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35557.355469 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -35557.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35583.035156 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -35583.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35607.128906 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -35607.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35631.921875 Penalty: 2791.300049
	Iteration 7Q: 3 clusters Score -35631.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35651.843750 Penalty: 2791.300049
	Iteration 8Q: 3 clusters Score -35651.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35662.531250 Penalty: 2791.300049
	Iteration 9Q: 3 clusters Score -35662.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35678.878906 Penalty: 2791.300049
	Iteration 10Q: 3 clusters Score -35678.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35678.878906 Penalty: 2791.300049
	Iteration 11F: 3 clusters Score -35678.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Entering Unmasked Estep 
Score: -444359.093750 Penalty: 2048.473877
	Iteration 0F: 2 clusters Score -444359.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -440546.593750 Penalty: 4096.947754
	Iteration 0F: 3 clusters Score -440546.6 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -441419.593750 Penalty: 4096.947754
	Iteration 1F: 3 clusters Score -441419.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -441625.468750 Penalty: 4096.947754
	Iteration 2F: 3 clusters Score -441625.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -441757.250000 Penalty: 4096.947754
	Iteration 3F: 3 clusters Score -441757.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -441845.031250 Penalty: 4096.947754
	Iteration 4Q: 3 clusters Score -441845 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -441925.906250 Penalty: 4096.947754
	Iteration 5Q: 3 clusters Score -441925.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -442014.937500 Penalty: 4096.947754
	Iteration 6Q: 3 clusters Score -442014.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -442102.562500 Penalty: 4096.947754
	Iteration 7Q: 3 clusters Score -442102.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -442184.062500 Penalty: 4096.947754
	Iteration 8Q: 3 clusters Score -442184.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -442283.375000 Penalty: 4096.947754
	Iteration 9Q: 3 clusters Score -442283.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -442366.781250 Penalty: 4096.947754
	Iteration 10Q: 3 clusters Score -442366.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -442441.156250 Penalty: 4096.947754
	Iteration 11Q: 3 clusters Score -442441.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -442513.625000 Penalty: 4096.947754
	Iteration 12Q: 3 clusters Score -442513.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -442587.437500 Penalty: 4096.947754
	Iteration 13Q: 3 clusters Score -442587.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -442655.031250 Penalty: 4096.947754
	Iteration 14Q: 3 clusters Score -442655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -442700.625000 Penalty: 4096.947754
	Iteration 15Q: 3 clusters Score -442700.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -442747.968750 Penalty: 4096.947754
	Iteration 16Q: 3 clusters Score -442748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -442782.468750 Penalty: 4096.947754
	Iteration 17Q: 3 clusters Score -442782.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -442801.406250 Penalty: 4096.947754
	Iteration 18Q: 3 clusters Score -442801.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -442813.531250 Penalty: 4096.947754
	Iteration 19Q: 3 clusters Score -442813.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -442827.093750 Penalty: 4096.947754
	Iteration 20F: 3 clusters Score -442827.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -442836.875000 Penalty: 4096.947754
	Iteration 21Q: 3 clusters Score -442836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -442844.531250 Penalty: 4096.947754
	Iteration 22Q: 3 clusters Score -442844.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -442852.218750 Penalty: 4096.947754
	Iteration 23Q: 3 clusters Score -442852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -442856.218750 Penalty: 4096.947754
	Iteration 24Q: 3 clusters Score -442856.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -442859.281250 Penalty: 4096.947754
	Iteration 25Q: 3 clusters Score -442859.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -442863.625000 Penalty: 4096.947754
	Iteration 26Q: 3 clusters Score -442863.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -442871.093750 Penalty: 4096.947754
	Iteration 27Q: 3 clusters Score -442871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -442878.562500 Penalty: 4096.947754
	Iteration 28Q: 3 clusters Score -442878.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -442885.093750 Penalty: 4096.947754
	Iteration 29Q: 3 clusters Score -442885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -442889.656250 Penalty: 4096.947754
	Iteration 30Q: 3 clusters Score -442889.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -442892.812500 Penalty: 4096.947754
	Iteration 31Q: 3 clusters Score -442892.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -442897.750000 Penalty: 4096.947754
	Iteration 32Q: 3 clusters Score -442897.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -442899.906250 Penalty: 4096.947754
	Iteration 33Q: 3 clusters Score -442899.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -442905.656250 Penalty: 4096.947754
	Iteration 34Q: 3 clusters Score -442905.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -442909.218750 Penalty: 4096.947754
	Iteration 35Q: 3 clusters Score -442909.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -442911.312500 Penalty: 4096.947754
	Iteration 36Q: 3 clusters Score -442911.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -442912.687500 Penalty: 4096.947754
	Iteration 37Q: 3 clusters Score -442912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -442913.718750 Penalty: 4096.947754
	Iteration 38Q: 3 clusters Score -442913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -442914.625000 Penalty: 4096.947754
	Iteration 39Q: 3 clusters Score -442914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -442915.250000 Penalty: 4096.947754
	Iteration 40F: 3 clusters Score -442915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -442916.218750 Penalty: 4096.947754
	Iteration 41Q: 3 clusters Score -442916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -442916.218750 Penalty: 4096.947754
	Iteration 42F: 3 clusters Score -442916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -318299.968750 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -318300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -315178.843750 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -315178.8 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -315842.437500 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -315842.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -316035.625000 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -316035.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -316130.187500 Penalty: 3927.278564
	Iteration 3F: 3 clusters Score -316130.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -316197.468750 Penalty: 3927.278564
	Iteration 4Q: 3 clusters Score -316197.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -316269.062500 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -316269.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -316336.250000 Penalty: 3927.278564
	Iteration 6Q: 3 clusters Score -316336.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -316389.531250 Penalty: 3927.278564
	Iteration 7Q: 3 clusters Score -316389.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -316444.812500 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -316444.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -316505.468750 Penalty: 3927.278564
	Iteration 9Q: 3 clusters Score -316505.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -316566.750000 Penalty: 3927.278564
	Iteration 10Q: 3 clusters Score -316566.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -316618.250000 Penalty: 3927.278564
	Iteration 11Q: 3 clusters Score -316618.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -316656.375000 Penalty: 3927.278564
	Iteration 12Q: 3 clusters Score -316656.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -316697.375000 Penalty: 3927.278564
	Iteration 13Q: 3 clusters Score -316697.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -316730.812500 Penalty: 3927.278564
	Iteration 14Q: 3 clusters Score -316730.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -316762.937500 Penalty: 3927.278564
	Iteration 15Q: 3 clusters Score -316762.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -316798.281250 Penalty: 3927.278564
	Iteration 16Q: 3 clusters Score -316798.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -316824.250000 Penalty: 3927.278564
	Iteration 17Q: 3 clusters Score -316824.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -316847.125000 Penalty: 3927.278564
	Iteration 18Q: 3 clusters Score -316847.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -316867.125000 Penalty: 3927.278564
	Iteration 19Q: 3 clusters Score -316867.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -316877.406250 Penalty: 3927.278564
	Iteration 20F: 3 clusters Score -316877.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -316885.062500 Penalty: 3927.278564
	Iteration 21Q: 3 clusters Score -316885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -316890.562500 Penalty: 3927.278564
	Iteration 22Q: 3 clusters Score -316890.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -316898.875000 Penalty: 3927.278564
	Iteration 23Q: 3 clusters Score -316898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -316904.437500 Penalty: 3927.278564
	Iteration 24Q: 3 clusters Score -316904.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -316907.625000 Penalty: 3927.278564
	Iteration 25Q: 3 clusters Score -316907.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -316910.843750 Penalty: 3927.278564
	Iteration 26Q: 3 clusters Score -316910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -316914.968750 Penalty: 3927.278564
	Iteration 27Q: 3 clusters Score -316915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -316918.625000 Penalty: 3927.278564
	Iteration 28Q: 3 clusters Score -316918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -316921.125000 Penalty: 3927.278564
	Iteration 29Q: 3 clusters Score -316921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -316923.500000 Penalty: 3927.278564
	Iteration 30Q: 3 clusters Score -316923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -316924.187500 Penalty: 3927.278564
	Iteration 31Q: 3 clusters Score -316924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -316925.312500 Penalty: 3927.278564
	Iteration 32Q: 3 clusters Score -316925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -316925.312500 Penalty: 3927.278564
	Iteration 33F: 3 clusters Score -316925.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188720 members 
Entering Unmasked Estep 
Score: -22019256.000000 Penalty: 3012.708984
	Iteration 0F: 2 clusters Score -2.201926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93955 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -21895288.000000 Penalty: 6025.417969
	Iteration 0F: 3 clusters Score -2.189529e+07 nChanged 90623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 101582 members 
Entering Unmasked Estep 
Score: -21949110.000000 Penalty: 6025.417969
	Iteration 1F: 3 clusters Score -2.194911e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -21951098.000000 Penalty: 6025.417969
	Iteration 2Q: 3 clusters Score -2.19511e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 112941 members 
Entering Unmasked Estep 
Score: -21954322.000000 Penalty: 6025.417969
	Iteration 3Q: 3 clusters Score -2.195432e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 123136 members 
Entering Unmasked Estep 
Score: -21960358.000000 Penalty: 6025.417969
	Iteration 4F: 3 clusters Score -2.196036e+07 nChanged 14415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 137129 members 
Entering Unmasked Estep 
Score: -21970700.000000 Penalty: 6025.417969
	Iteration 5F: 3 clusters Score -2.19707e+07 nChanged 16578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -21985330.000000 Penalty: 6025.417969
	Iteration 6F: 3 clusters Score -2.198533e+07 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 168950 members 
Entering Unmasked Estep 
Score: -22000102.000000 Penalty: 6025.417969
	Iteration 7F: 3 clusters Score -2.20001e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 179834 members 
Entering Unmasked Estep 
Score: -22010224.000000 Penalty: 6025.417969
	Iteration 8F: 3 clusters Score -2.201022e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 185132 members 
Entering Unmasked Estep 
Score: -22014350.000000 Penalty: 6025.417969
	Iteration 9Q: 3 clusters Score -2.201435e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 187177 members 
Entering Unmasked Estep 
Score: -22015778.000000 Penalty: 6025.417969
	Iteration 10Q: 3 clusters Score -2.201578e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 187899 members 
Entering Unmasked Estep 
Score: -22016330.000000 Penalty: 6025.417969
	Iteration 11Q: 3 clusters Score -2.201633e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 188126 members 
Entering Unmasked Estep 
Score: -22016554.000000 Penalty: 6025.417969
	Iteration 12Q: 3 clusters Score -2.201655e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 188195 members 
Entering Unmasked Estep 
Score: -22016674.000000 Penalty: 6025.417969
	Iteration 13Q: 3 clusters Score -2.201667e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 188225 members 
Entering Unmasked Estep 
Score: -22016736.000000 Penalty: 6025.417969
	Iteration 14Q: 3 clusters Score -2.201674e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 188243 members 
Entering Unmasked Estep 
Score: -22016806.000000 Penalty: 6025.417969
	Iteration 15Q: 3 clusters Score -2.201681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 188250 members 
Entering Unmasked Estep 
Score: -22016828.000000 Penalty: 6025.417969
	Iteration 16Q: 3 clusters Score -2.201683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 188247 members 
Entering Unmasked Estep 
Score: -22016836.000000 Penalty: 6025.417969
	Iteration 17Q: 3 clusters Score -2.201684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 188255 members 
Entering Unmasked Estep 
Score: -22016840.000000 Penalty: 6025.417969
	Iteration 18Q: 3 clusters Score -2.201684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 188257 members 
Entering Unmasked Estep 
Score: -22016854.000000 Penalty: 6025.417969
	Iteration 19Q: 3 clusters Score -2.201685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 188259 members 
Entering Unmasked Estep 
Score: -22016840.000000 Penalty: 6025.417969
	Iteration 20F: 3 clusters Score -2.201684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 188263 members 
Entering Unmasked Estep 
Score: -22016860.000000 Penalty: 6025.417969
	Iteration 21Q: 3 clusters Score -2.201686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 188269 members 
Entering Unmasked Estep 
Score: -22016860.000000 Penalty: 6025.417969
	Iteration 22Q: 3 clusters Score -2.201686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 188270 members 
Entering Unmasked Estep 
Score: -22016860.000000 Penalty: 6025.417969
	Iteration 23Q: 3 clusters Score -2.201686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 188270 members 
Entering Unmasked Estep 
Score: -22016836.000000 Penalty: 6025.417969
	Iteration 24Q: 3 clusters Score -2.201684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 188271 members 
Entering Unmasked Estep 
Score: -22016838.000000 Penalty: 6025.417969
	Iteration 25Q: 3 clusters Score -2.201684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 188272 members 
Entering Unmasked Estep 
Score: -22016838.000000 Penalty: 6025.417969
	Iteration 26Q: 3 clusters Score -2.201684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 188275 members 
Entering Unmasked Estep 
Score: -22016836.000000 Penalty: 6025.417969
	Iteration 27Q: 3 clusters Score -2.201684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 188277 members 
Entering Unmasked Estep 
Score: -22016850.000000 Penalty: 6025.417969
	Iteration 28Q: 3 clusters Score -2.201685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 188278 members 
Entering Unmasked Estep 
Score: -22016858.000000 Penalty: 6025.417969
	Iteration 29Q: 3 clusters Score -2.201686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 188279 members 
Entering Unmasked Estep 
Score: -22016848.000000 Penalty: 6025.417969
	Iteration 30Q: 3 clusters Score -2.201685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 188279 members 
Entering Unmasked Estep 
Score: -22016856.000000 Penalty: 6025.417969
	Iteration 31Q: 3 clusters Score -2.201686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 188279 members 
Entering Unmasked Estep 
Score: -22016856.000000 Penalty: 6025.417969
	Iteration 32F: 3 clusters Score -2.201686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Entering Unmasked Estep 
Score: -1370061.125000 Penalty: 2325.548096
	Iteration 0F: 2 clusters Score -1370061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1361243.625000 Penalty: 4651.096191
	Iteration 0F: 3 clusters Score -1361244 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1364024.750000 Penalty: 4651.096191
	Iteration 1F: 3 clusters Score -1364025 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1364345.000000 Penalty: 4651.096191
	Iteration 2F: 3 clusters Score -1364345 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1364634.875000 Penalty: 4651.096191
	Iteration 3F: 3 clusters Score -1364635 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1364916.375000 Penalty: 4651.096191
	Iteration 4Q: 3 clusters Score -1364916 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1365233.375000 Penalty: 4651.096191
	Iteration 5Q: 3 clusters Score -1365233 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1365659.125000 Penalty: 4651.096191
	Iteration 6F: 3 clusters Score -1365659 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1366180.500000 Penalty: 4651.096191
	Iteration 7F: 3 clusters Score -1366180 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1366691.000000 Penalty: 4651.096191
	Iteration 8F: 3 clusters Score -1366691 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1367077.375000 Penalty: 4651.096191
	Iteration 9F: 3 clusters Score -1367077 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1367308.625000 Penalty: 4651.096191
	Iteration 10Q: 3 clusters Score -1367309 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1367445.125000 Penalty: 4651.096191
	Iteration 11Q: 3 clusters Score -1367445 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1367516.750000 Penalty: 4651.096191
	Iteration 12Q: 3 clusters Score -1367517 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1367555.250000 Penalty: 4651.096191
	Iteration 13Q: 3 clusters Score -1367555 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1367592.000000 Penalty: 4651.096191
	Iteration 14Q: 3 clusters Score -1367592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1367610.500000 Penalty: 4651.096191
	Iteration 15Q: 3 clusters Score -1367610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1367631.500000 Penalty: 4651.096191
	Iteration 16Q: 3 clusters Score -1367632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1367638.250000 Penalty: 4651.096191
	Iteration 17Q: 3 clusters Score -1367638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1367644.250000 Penalty: 4651.096191
	Iteration 18Q: 3 clusters Score -1367644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1367654.875000 Penalty: 4651.096191
	Iteration 19Q: 3 clusters Score -1367655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1367659.750000 Penalty: 4651.096191
	Iteration 20F: 3 clusters Score -1367660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1367665.750000 Penalty: 4651.096191
	Iteration 21Q: 3 clusters Score -1367666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1367668.000000 Penalty: 4651.096191
	Iteration 22Q: 3 clusters Score -1367668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1367670.750000 Penalty: 4651.096191
	Iteration 23Q: 3 clusters Score -1367671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1367675.750000 Penalty: 4651.096191
	Iteration 24Q: 3 clusters Score -1367676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1367675.875000 Penalty: 4651.096191
	Iteration 25Q: 3 clusters Score -1367676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1367680.250000 Penalty: 4651.096191
	Iteration 26Q: 3 clusters Score -1367680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1367676.250000 Penalty: 4651.096191
	Iteration 27Q: 3 clusters Score -1367676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1367679.500000 Penalty: 4651.096191
	Iteration 28Q: 3 clusters Score -1367680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1367680.000000 Penalty: 4651.096191
	Iteration 29Q: 3 clusters Score -1367680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1367682.625000 Penalty: 4651.096191
	Iteration 30Q: 3 clusters Score -1367683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1367680.250000 Penalty: 4651.096191
	Iteration 31Q: 3 clusters Score -1367680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1367680.000000 Penalty: 4651.096191
	Iteration 32Q: 3 clusters Score -1367680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1367681.250000 Penalty: 4651.096191
	Iteration 33Q: 3 clusters Score -1367681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1367681.250000 Penalty: 4651.096191
	Iteration 34F: 3 clusters Score -1367681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Entering Unmasked Estep 
Score: -5155348.000000 Penalty: 2651.348633
	Iteration 0F: 2 clusters Score -5155348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -5125621.500000 Penalty: 5302.697266
	Iteration 0F: 3 clusters Score -5125622 nChanged 20295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5136786.500000 Penalty: 5302.697266
	Iteration 1F: 3 clusters Score -5136786 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -5137442.500000 Penalty: 5302.697266
	Iteration 2Q: 3 clusters Score -5137442 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5138080.000000 Penalty: 5302.697266
	Iteration 3Q: 3 clusters Score -5138080 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -5138949.000000 Penalty: 5302.697266
	Iteration 4Q: 3 clusters Score -5138949 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -5140120.000000 Penalty: 5302.697266
	Iteration 5F: 3 clusters Score -5140120 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -5141849.500000 Penalty: 5302.697266
	Iteration 6F: 3 clusters Score -5141850 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -5144192.500000 Penalty: 5302.697266
	Iteration 7F: 3 clusters Score -5144192 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -5146963.000000 Penalty: 5302.697266
	Iteration 8F: 3 clusters Score -5146963 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -5149458.000000 Penalty: 5302.697266
	Iteration 9F: 3 clusters Score -5149458 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -5151189.500000 Penalty: 5302.697266
	Iteration 10Q: 3 clusters Score -5151190 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -5152209.500000 Penalty: 5302.697266
	Iteration 11Q: 3 clusters Score -5152210 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -5152808.000000 Penalty: 5302.697266
	Iteration 12Q: 3 clusters Score -5152808 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5153182.000000 Penalty: 5302.697266
	Iteration 13Q: 3 clusters Score -5153182 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -5153411.500000 Penalty: 5302.697266
	Iteration 14Q: 3 clusters Score -5153412 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5153545.500000 Penalty: 5302.697266
	Iteration 15Q: 3 clusters Score -5153546 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -5153665.000000 Penalty: 5302.697266
	Iteration 16Q: 3 clusters Score -5153665 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -5153711.500000 Penalty: 5302.697266
	Iteration 17Q: 3 clusters Score -5153712 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -5153750.500000 Penalty: 5302.697266
	Iteration 18Q: 3 clusters Score -5153750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -5153766.000000 Penalty: 5302.697266
	Iteration 19Q: 3 clusters Score -5153766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5153772.000000 Penalty: 5302.697266
	Iteration 20F: 3 clusters Score -5153772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -5153785.000000 Penalty: 5302.697266
	Iteration 21Q: 3 clusters Score -5153785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5153798.000000 Penalty: 5302.697266
	Iteration 22Q: 3 clusters Score -5153798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5153795.500000 Penalty: 5302.697266
	Iteration 23Q: 3 clusters Score -5153796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5153803.000000 Penalty: 5302.697266
	Iteration 24Q: 3 clusters Score -5153803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5153807.500000 Penalty: 5302.697266
	Iteration 25Q: 3 clusters Score -5153808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5153809.500000 Penalty: 5302.697266
	Iteration 26Q: 3 clusters Score -5153810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5153812.000000 Penalty: 5302.697266
	Iteration 27Q: 3 clusters Score -5153812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5153817.500000 Penalty: 5302.697266
	Iteration 28Q: 3 clusters Score -5153818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5153832.000000 Penalty: 5302.697266
	Iteration 29Q: 3 clusters Score -5153832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5153828.000000 Penalty: 5302.697266
	Iteration 30Q: 3 clusters Score -5153828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5153821.000000 Penalty: 5302.697266
	Iteration 31Q: 3 clusters Score -5153821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5153821.000000 Penalty: 5302.697266
	Iteration 32Q: 3 clusters Score -5153821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5153823.500000 Penalty: 5302.697266
	Iteration 33Q: 3 clusters Score -5153824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -5153820.000000 Penalty: 5302.697266
	Iteration 34Q: 3 clusters Score -5153820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5153820.000000 Penalty: 5302.697266
	Iteration 35Q: 3 clusters Score -5153820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5153823.500000 Penalty: 5302.697266
	Iteration 36Q: 3 clusters Score -5153824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5153833.000000 Penalty: 5302.697266
	Iteration 37Q: 3 clusters Score -5153833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5153833.000000 Penalty: 5302.697266
	Iteration 38Q: 3 clusters Score -5153833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5153840.000000 Penalty: 5302.697266
	Iteration 39Q: 3 clusters Score -5153840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5153844.000000 Penalty: 5302.697266
	Iteration 40F: 3 clusters Score -5153844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5153838.000000 Penalty: 5302.697266
	Iteration 41Q: 3 clusters Score -5153838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5153840.500000 Penalty: 5302.697266
	Iteration 42Q: 3 clusters Score -5153840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5153840.500000 Penalty: 5302.697266
	Iteration 43F: 3 clusters Score -5153840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Entering Unmasked Estep 
Score: -1073852.625000 Penalty: 2267.284424
	Iteration 0F: 2 clusters Score -1073853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1066568.125000 Penalty: 4534.568848
	Iteration 0F: 3 clusters Score -1066568 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1068735.750000 Penalty: 4534.568848
	Iteration 1F: 3 clusters Score -1068736 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1069160.125000 Penalty: 4534.568848
	Iteration 2F: 3 clusters Score -1069160 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1069547.125000 Penalty: 4534.568848
	Iteration 3F: 3 clusters Score -1069547 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1069954.625000 Penalty: 4534.568848
	Iteration 4F: 3 clusters Score -1069955 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1070448.125000 Penalty: 4534.568848
	Iteration 5F: 3 clusters Score -1070448 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1070972.000000 Penalty: 4534.568848
	Iteration 6F: 3 clusters Score -1070972 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1071456.500000 Penalty: 4534.568848
	Iteration 7F: 3 clusters Score -1071456 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1071839.250000 Penalty: 4534.568848
	Iteration 8Q: 3 clusters Score -1071839 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1072106.875000 Penalty: 4534.568848
	Iteration 9Q: 3 clusters Score -1072107 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1072325.875000 Penalty: 4534.568848
	Iteration 10Q: 3 clusters Score -1072326 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1072471.000000 Penalty: 4534.568848
	Iteration 11Q: 3 clusters Score -1072471 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1072548.750000 Penalty: 4534.568848
	Iteration 12Q: 3 clusters Score -1072549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1072600.500000 Penalty: 4534.568848
	Iteration 13Q: 3 clusters Score -1072600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1072639.875000 Penalty: 4534.568848
	Iteration 14Q: 3 clusters Score -1072640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1072665.125000 Penalty: 4534.568848
	Iteration 15Q: 3 clusters Score -1072665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1072678.250000 Penalty: 4534.568848
	Iteration 16Q: 3 clusters Score -1072678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1072683.750000 Penalty: 4534.568848
	Iteration 17Q: 3 clusters Score -1072684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1072689.875000 Penalty: 4534.568848
	Iteration 18Q: 3 clusters Score -1072690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1072701.375000 Penalty: 4534.568848
	Iteration 19Q: 3 clusters Score -1072701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1072716.500000 Penalty: 4534.568848
	Iteration 20F: 3 clusters Score -1072716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1072723.500000 Penalty: 4534.568848
	Iteration 21Q: 3 clusters Score -1072724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1072732.500000 Penalty: 4534.568848
	Iteration 22Q: 3 clusters Score -1072732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1072740.375000 Penalty: 4534.568848
	Iteration 23Q: 3 clusters Score -1072740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1072745.000000 Penalty: 4534.568848
	Iteration 24Q: 3 clusters Score -1072745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1072751.750000 Penalty: 4534.568848
	Iteration 25Q: 3 clusters Score -1072752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1072758.750000 Penalty: 4534.568848
	Iteration 26Q: 3 clusters Score -1072759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1072764.375000 Penalty: 4534.568848
	Iteration 27Q: 3 clusters Score -1072764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1072768.250000 Penalty: 4534.568848
	Iteration 28Q: 3 clusters Score -1072768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1072768.250000 Penalty: 4534.568848
	Iteration 29Q: 3 clusters Score -1072768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1072776.250000 Penalty: 4534.568848
	Iteration 30Q: 3 clusters Score -1072776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1072775.625000 Penalty: 4534.568848
	Iteration 31Q: 3 clusters Score -1072776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1072778.750000 Penalty: 4534.568848
	Iteration 32Q: 3 clusters Score -1072779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1072782.750000 Penalty: 4534.568848
	Iteration 33Q: 3 clusters Score -1072783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1072783.250000 Penalty: 4534.568848
	Iteration 34Q: 3 clusters Score -1072783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1072786.250000 Penalty: 4534.568848
	Iteration 35Q: 3 clusters Score -1072786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1072789.375000 Penalty: 4534.568848
	Iteration 36Q: 3 clusters Score -1072789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1072790.000000 Penalty: 4534.568848
	Iteration 37Q: 3 clusters Score -1072790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1072789.375000 Penalty: 4534.568848
	Iteration 38Q: 3 clusters Score -1072789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1072793.250000 Penalty: 4534.568848
	Iteration 39Q: 3 clusters Score -1072793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1072793.875000 Penalty: 4534.568848
	Iteration 40F: 3 clusters Score -1072794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1072793.875000 Penalty: 4534.568848
	Iteration 41Q: 3 clusters Score -1072794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1072795.625000 Penalty: 4534.568848
	Iteration 42Q: 3 clusters Score -1072796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1072795.250000 Penalty: 4534.568848
	Iteration 43Q: 3 clusters Score -1072795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1072797.875000 Penalty: 4534.568848
	Iteration 44Q: 3 clusters Score -1072798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1072799.000000 Penalty: 4534.568848
	Iteration 45Q: 3 clusters Score -1072799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1072803.250000 Penalty: 4534.568848
	Iteration 46Q: 3 clusters Score -1072803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1072807.250000 Penalty: 4534.568848
	Iteration 47Q: 3 clusters Score -1072807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1072807.000000 Penalty: 4534.568848
	Iteration 48Q: 3 clusters Score -1072807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1072809.750000 Penalty: 4534.568848
	Iteration 49Q: 3 clusters Score -1072810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1072812.250000 Penalty: 4534.568848
	Iteration 50Q: 3 clusters Score -1072812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1072813.250000 Penalty: 4534.568848
	Iteration 51Q: 3 clusters Score -1072813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1072818.250000 Penalty: 4534.568848
	Iteration 52Q: 3 clusters Score -1072818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1072820.250000 Penalty: 4534.568848
	Iteration 53Q: 3 clusters Score -1072820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1072820.875000 Penalty: 4534.568848
	Iteration 54Q: 3 clusters Score -1072821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1072825.000000 Penalty: 4534.568848
	Iteration 55Q: 3 clusters Score -1072825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1072824.375000 Penalty: 4534.568848
	Iteration 56Q: 3 clusters Score -1072824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1072827.500000 Penalty: 4534.568848
	Iteration 57Q: 3 clusters Score -1072828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1072830.000000 Penalty: 4534.568848
	Iteration 58Q: 3 clusters Score -1072830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1072827.875000 Penalty: 4534.568848
	Iteration 59Q: 3 clusters Score -1072828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1072829.375000 Penalty: 4534.568848
	Iteration 60F: 3 clusters Score -1072829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Entering Unmasked Estep 
Score: -2225580.750000 Penalty: 2444.827637
	Iteration 0F: 2 clusters Score -2225581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2212094.750000 Penalty: 4889.655273
	Iteration 0F: 3 clusters Score -2212095 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2216527.500000 Penalty: 4889.655273
	Iteration 1F: 3 clusters Score -2216528 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2216998.500000 Penalty: 4889.655273
	Iteration 2F: 3 clusters Score -2216998 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2217530.250000 Penalty: 4889.655273
	Iteration 3F: 3 clusters Score -2217530 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2218105.750000 Penalty: 4889.655273
	Iteration 4F: 3 clusters Score -2218106 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2218598.750000 Penalty: 4889.655273
	Iteration 5Q: 3 clusters Score -2218599 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2219089.500000 Penalty: 4889.655273
	Iteration 6Q: 3 clusters Score -2219090 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2219623.000000 Penalty: 4889.655273
	Iteration 7Q: 3 clusters Score -2219623 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2220109.250000 Penalty: 4889.655273
	Iteration 8Q: 3 clusters Score -2220109 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2220619.000000 Penalty: 4889.655273
	Iteration 9Q: 3 clusters Score -2220619 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2221188.750000 Penalty: 4889.655273
	Iteration 10Q: 3 clusters Score -2221189 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2221806.000000 Penalty: 4889.655273
	Iteration 11Q: 3 clusters Score -2221806 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2222338.500000 Penalty: 4889.655273
	Iteration 12Q: 3 clusters Score -2222338 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2222805.250000 Penalty: 4889.655273
	Iteration 13Q: 3 clusters Score -2222805 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2223182.250000 Penalty: 4889.655273
	Iteration 14Q: 3 clusters Score -2223182 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2223494.500000 Penalty: 4889.655273
	Iteration 15Q: 3 clusters Score -2223494 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2223677.250000 Penalty: 4889.655273
	Iteration 16Q: 3 clusters Score -2223677 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2223811.750000 Penalty: 4889.655273
	Iteration 17Q: 3 clusters Score -2223812 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2223913.500000 Penalty: 4889.655273
	Iteration 18Q: 3 clusters Score -2223914 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2224004.750000 Penalty: 4889.655273
	Iteration 19Q: 3 clusters Score -2224005 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2224077.250000 Penalty: 4889.655273
	Iteration 20F: 3 clusters Score -2224077 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2224129.750000 Penalty: 4889.655273
	Iteration 21Q: 3 clusters Score -2224130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2224176.250000 Penalty: 4889.655273
	Iteration 22Q: 3 clusters Score -2224176 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2224222.500000 Penalty: 4889.655273
	Iteration 23Q: 3 clusters Score -2224222 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2224277.250000 Penalty: 4889.655273
	Iteration 24Q: 3 clusters Score -2224277 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2224321.750000 Penalty: 4889.655273
	Iteration 25Q: 3 clusters Score -2224322 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2224382.750000 Penalty: 4889.655273
	Iteration 26Q: 3 clusters Score -2224383 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2224464.750000 Penalty: 4889.655273
	Iteration 27Q: 3 clusters Score -2224465 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2224548.250000 Penalty: 4889.655273
	Iteration 28Q: 3 clusters Score -2224548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2224612.500000 Penalty: 4889.655273
	Iteration 29Q: 3 clusters Score -2224612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2224691.000000 Penalty: 4889.655273
	Iteration 30Q: 3 clusters Score -2224691 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2224752.000000 Penalty: 4889.655273
	Iteration 31Q: 3 clusters Score -2224752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2224804.000000 Penalty: 4889.655273
	Iteration 32Q: 3 clusters Score -2224804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2224869.750000 Penalty: 4889.655273
	Iteration 33Q: 3 clusters Score -2224870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2224902.750000 Penalty: 4889.655273
	Iteration 34Q: 3 clusters Score -2224903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2224940.500000 Penalty: 4889.655273
	Iteration 35Q: 3 clusters Score -2224940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2224957.750000 Penalty: 4889.655273
	Iteration 36Q: 3 clusters Score -2224958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2224968.750000 Penalty: 4889.655273
	Iteration 37Q: 3 clusters Score -2224969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2224966.750000 Penalty: 4889.655273
	Iteration 38Q: 3 clusters Score -2224967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2224970.000000 Penalty: 4889.655273
	Iteration 39Q: 3 clusters Score -2224970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2224971.000000 Penalty: 4889.655273
	Iteration 40F: 3 clusters Score -2224971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2224969.250000 Penalty: 4889.655273
	Iteration 41Q: 3 clusters Score -2224969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2224970.000000 Penalty: 4889.655273
	Iteration 42Q: 3 clusters Score -2224970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2224972.000000 Penalty: 4889.655273
	Iteration 43Q: 3 clusters Score -2224972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2224976.000000 Penalty: 4889.655273
	Iteration 44Q: 3 clusters Score -2224976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2224978.250000 Penalty: 4889.655273
	Iteration 45Q: 3 clusters Score -2224978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2224976.000000 Penalty: 4889.655273
	Iteration 46Q: 3 clusters Score -2224976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2224975.750000 Penalty: 4889.655273
	Iteration 47Q: 3 clusters Score -2224976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2224977.000000 Penalty: 4889.655273
	Iteration 48Q: 3 clusters Score -2224977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2224977.500000 Penalty: 4889.655273
	Iteration 49Q: 3 clusters Score -2224978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2224977.500000 Penalty: 4889.655273
	Iteration 50Q: 3 clusters Score -2224978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2224978.500000 Penalty: 4889.655273
	Iteration 51Q: 3 clusters Score -2224978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2224978.750000 Penalty: 4889.655273
	Iteration 52Q: 3 clusters Score -2224979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2224980.750000 Penalty: 4889.655273
	Iteration 53Q: 3 clusters Score -2224981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2224978.750000 Penalty: 4889.655273
	Iteration 54Q: 3 clusters Score -2224979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2224978.750000 Penalty: 4889.655273
	Iteration 55F: 3 clusters Score -2224979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Entering Unmasked Estep 
Score: -1037727.000000 Penalty: 2253.052734
	Iteration 0F: 2 clusters Score -1037727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1030719.375000 Penalty: 4506.105469
	Iteration 0F: 3 clusters Score -1030719 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1032617.500000 Penalty: 4506.105469
	Iteration 1F: 3 clusters Score -1032618 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1032904.187500 Penalty: 4506.105469
	Iteration 2F: 3 clusters Score -1032904 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1033140.687500 Penalty: 4506.105469
	Iteration 3F: 3 clusters Score -1033141 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1033341.187500 Penalty: 4506.105469
	Iteration 4Q: 3 clusters Score -1033341 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1033545.875000 Penalty: 4506.105469
	Iteration 5Q: 3 clusters Score -1033546 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1033781.562500 Penalty: 4506.105469
	Iteration 6Q: 3 clusters Score -1033782 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1034055.312500 Penalty: 4506.105469
	Iteration 7Q: 3 clusters Score -1034055 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1034414.562500 Penalty: 4506.105469
	Iteration 8F: 3 clusters Score -1034415 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1034784.687500 Penalty: 4506.105469
	Iteration 9Q: 3 clusters Score -1034785 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1035127.250000 Penalty: 4506.105469
	Iteration 10Q: 3 clusters Score -1035127 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1035435.812500 Penalty: 4506.105469
	Iteration 11Q: 3 clusters Score -1035436 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1035676.062500 Penalty: 4506.105469
	Iteration 12Q: 3 clusters Score -1035676 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1035877.687500 Penalty: 4506.105469
	Iteration 13Q: 3 clusters Score -1035878 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1036060.562500 Penalty: 4506.105469
	Iteration 14Q: 3 clusters Score -1036061 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1036220.375000 Penalty: 4506.105469
	Iteration 15Q: 3 clusters Score -1036220 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1036367.187500 Penalty: 4506.105469
	Iteration 16Q: 3 clusters Score -1036367 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1036464.375000 Penalty: 4506.105469
	Iteration 17Q: 3 clusters Score -1036464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1036526.562500 Penalty: 4506.105469
	Iteration 18Q: 3 clusters Score -1036527 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1036571.937500 Penalty: 4506.105469
	Iteration 19Q: 3 clusters Score -1036572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1036598.812500 Penalty: 4506.105469
	Iteration 20F: 3 clusters Score -1036599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1036632.500000 Penalty: 4506.105469
	Iteration 21Q: 3 clusters Score -1036632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1036670.875000 Penalty: 4506.105469
	Iteration 22Q: 3 clusters Score -1036671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1036716.250000 Penalty: 4506.105469
	Iteration 23Q: 3 clusters Score -1036716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1036754.562500 Penalty: 4506.105469
	Iteration 24Q: 3 clusters Score -1036755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1036781.875000 Penalty: 4506.105469
	Iteration 25Q: 3 clusters Score -1036782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1036805.437500 Penalty: 4506.105469
	Iteration 26Q: 3 clusters Score -1036805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1036822.000000 Penalty: 4506.105469
	Iteration 27Q: 3 clusters Score -1036822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1036835.187500 Penalty: 4506.105469
	Iteration 28Q: 3 clusters Score -1036835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1036848.750000 Penalty: 4506.105469
	Iteration 29Q: 3 clusters Score -1036849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1036867.000000 Penalty: 4506.105469
	Iteration 30Q: 3 clusters Score -1036867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1036879.000000 Penalty: 4506.105469
	Iteration 31Q: 3 clusters Score -1036879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1036891.125000 Penalty: 4506.105469
	Iteration 32Q: 3 clusters Score -1036891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1036897.062500 Penalty: 4506.105469
	Iteration 33Q: 3 clusters Score -1036897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1036908.562500 Penalty: 4506.105469
	Iteration 34Q: 3 clusters Score -1036909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1036914.750000 Penalty: 4506.105469
	Iteration 35Q: 3 clusters Score -1036915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1036923.000000 Penalty: 4506.105469
	Iteration 36Q: 3 clusters Score -1036923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1036931.562500 Penalty: 4506.105469
	Iteration 37Q: 3 clusters Score -1036932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1036936.187500 Penalty: 4506.105469
	Iteration 38Q: 3 clusters Score -1036936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1036937.812500 Penalty: 4506.105469
	Iteration 39Q: 3 clusters Score -1036938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1036942.375000 Penalty: 4506.105469
	Iteration 40F: 3 clusters Score -1036942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1036941.375000 Penalty: 4506.105469
	Iteration 41Q: 3 clusters Score -1036941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1036943.000000 Penalty: 4506.105469
	Iteration 42Q: 3 clusters Score -1036943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1036941.000000 Penalty: 4506.105469
	Iteration 43Q: 3 clusters Score -1036941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1036942.562500 Penalty: 4506.105469
	Iteration 44Q: 3 clusters Score -1036943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1036943.812500 Penalty: 4506.105469
	Iteration 45Q: 3 clusters Score -1036944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1036943.812500 Penalty: 4506.105469
	Iteration 46F: 3 clusters Score -1036944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Entering Unmasked Estep 
Score: -4363262.000000 Penalty: 2610.693604
	Iteration 0F: 2 clusters Score -4363262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4337899.000000 Penalty: 5221.387207
	Iteration 0F: 3 clusters Score -4337899 nChanged 17057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4347068.000000 Penalty: 5221.387207
	Iteration 1F: 3 clusters Score -4347068 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4347571.500000 Penalty: 5221.387207
	Iteration 2Q: 3 clusters Score -4347572 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4348073.500000 Penalty: 5221.387207
	Iteration 3Q: 3 clusters Score -4348074 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4348637.500000 Penalty: 5221.387207
	Iteration 4Q: 3 clusters Score -4348638 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4349314.000000 Penalty: 5221.387207
	Iteration 5Q: 3 clusters Score -4349314 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -4350153.500000 Penalty: 5221.387207
	Iteration 6Q: 3 clusters Score -4350154 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4351324.000000 Penalty: 5221.387207
	Iteration 7F: 3 clusters Score -4351324 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -4352679.500000 Penalty: 5221.387207
	Iteration 8F: 3 clusters Score -4352680 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4354257.500000 Penalty: 5221.387207
	Iteration 9F: 3 clusters Score -4354258 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4355946.500000 Penalty: 5221.387207
	Iteration 10F: 3 clusters Score -4355946 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -4357499.500000 Penalty: 5221.387207
	Iteration 11Q: 3 clusters Score -4357500 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4358652.500000 Penalty: 5221.387207
	Iteration 12Q: 3 clusters Score -4358652 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4359433.000000 Penalty: 5221.387207
	Iteration 13Q: 3 clusters Score -4359433 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4359996.500000 Penalty: 5221.387207
	Iteration 14Q: 3 clusters Score -4359996 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -4360436.000000 Penalty: 5221.387207
	Iteration 15Q: 3 clusters Score -4360436 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4360730.500000 Penalty: 5221.387207
	Iteration 16Q: 3 clusters Score -4360730 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4360980.500000 Penalty: 5221.387207
	Iteration 17Q: 3 clusters Score -4360980 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4361219.500000 Penalty: 5221.387207
	Iteration 18Q: 3 clusters Score -4361220 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4361443.500000 Penalty: 5221.387207
	Iteration 19Q: 3 clusters Score -4361444 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4361677.500000 Penalty: 5221.387207
	Iteration 20F: 3 clusters Score -4361678 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4361913.500000 Penalty: 5221.387207
	Iteration 21Q: 3 clusters Score -4361914 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -4362085.000000 Penalty: 5221.387207
	Iteration 22Q: 3 clusters Score -4362085 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -4362170.000000 Penalty: 5221.387207
	Iteration 23Q: 3 clusters Score -4362170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4362214.000000 Penalty: 5221.387207
	Iteration 24Q: 3 clusters Score -4362214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4362243.000000 Penalty: 5221.387207
	Iteration 25Q: 3 clusters Score -4362243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -4362259.500000 Penalty: 5221.387207
	Iteration 26Q: 3 clusters Score -4362260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -4362268.500000 Penalty: 5221.387207
	Iteration 27Q: 3 clusters Score -4362268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4362266.000000 Penalty: 5221.387207
	Iteration 28Q: 3 clusters Score -4362266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4362280.000000 Penalty: 5221.387207
	Iteration 29Q: 3 clusters Score -4362280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4362286.000000 Penalty: 5221.387207
	Iteration 30Q: 3 clusters Score -4362286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -4362282.500000 Penalty: 5221.387207
	Iteration 31Q: 3 clusters Score -4362282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4362291.000000 Penalty: 5221.387207
	Iteration 32Q: 3 clusters Score -4362291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -4362294.000000 Penalty: 5221.387207
	Iteration 33Q: 3 clusters Score -4362294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4362291.000000 Penalty: 5221.387207
	Iteration 34Q: 3 clusters Score -4362291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -4362297.000000 Penalty: 5221.387207
	Iteration 35Q: 3 clusters Score -4362297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4362299.500000 Penalty: 5221.387207
	Iteration 36Q: 3 clusters Score -4362300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4362296.500000 Penalty: 5221.387207
	Iteration 37Q: 3 clusters Score -4362296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4362293.000000 Penalty: 5221.387207
	Iteration 38Q: 3 clusters Score -4362293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4362296.000000 Penalty: 5221.387207
	Iteration 39Q: 3 clusters Score -4362296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -4362294.000000 Penalty: 5221.387207
	Iteration 40F: 3 clusters Score -4362294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -110243.968750 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -110244 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 361 members 
Entering Unmasked Estep 
Score: -108640.781250 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -108640.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108991.554688 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -108991.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -109206.460938 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -109206.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109334.187500 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -109334.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -109414.953125 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -109415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -109479.570312 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -109479.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109543.703125 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -109543.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -109620.554688 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -109620.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -109691.695312 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -109691.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109781.023438 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -109781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -109860.921875 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -109860.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109959.437500 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -109959.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110044.429688 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -110044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110074.226562 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -110074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110075.968750 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -110076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110084.484375 Penalty: 3301.736328
	Iteration 15F: 3 clusters Score -110084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110099.757812 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -110099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110106.429688 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -110106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110106.429688 Penalty: 3301.736328
	Iteration 18F: 3 clusters Score -110106.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Entering Unmasked Estep 
Score: -1170525.500000 Penalty: 2287.049072
	Iteration 0F: 2 clusters Score -1170526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1162809.375000 Penalty: 4574.098145
	Iteration 0F: 3 clusters Score -1162809 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1165004.750000 Penalty: 4574.098145
	Iteration 1F: 3 clusters Score -1165005 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1165279.500000 Penalty: 4574.098145
	Iteration 2F: 3 clusters Score -1165280 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1165472.500000 Penalty: 4574.098145
	Iteration 3Q: 3 clusters Score -1165472 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1165625.500000 Penalty: 4574.098145
	Iteration 4Q: 3 clusters Score -1165626 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1165730.750000 Penalty: 4574.098145
	Iteration 5Q: 3 clusters Score -1165731 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1165825.125000 Penalty: 4574.098145
	Iteration 6Q: 3 clusters Score -1165825 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1165898.500000 Penalty: 4574.098145
	Iteration 7Q: 3 clusters Score -1165898 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1165975.125000 Penalty: 4574.098145
	Iteration 8Q: 3 clusters Score -1165975 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1166060.250000 Penalty: 4574.098145
	Iteration 9Q: 3 clusters Score -1166060 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1166149.750000 Penalty: 4574.098145
	Iteration 10Q: 3 clusters Score -1166150 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1166259.125000 Penalty: 4574.098145
	Iteration 11Q: 3 clusters Score -1166259 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1166389.500000 Penalty: 4574.098145
	Iteration 12Q: 3 clusters Score -1166390 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1166528.625000 Penalty: 4574.098145
	Iteration 13Q: 3 clusters Score -1166529 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1166714.500000 Penalty: 4574.098145
	Iteration 14Q: 3 clusters Score -1166714 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1166925.750000 Penalty: 4574.098145
	Iteration 15Q: 3 clusters Score -1166926 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1167181.000000 Penalty: 4574.098145
	Iteration 16Q: 3 clusters Score -1167181 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1167441.875000 Penalty: 4574.098145
	Iteration 17Q: 3 clusters Score -1167442 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1167678.000000 Penalty: 4574.098145
	Iteration 18Q: 3 clusters Score -1167678 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1167897.000000 Penalty: 4574.098145
	Iteration 19Q: 3 clusters Score -1167897 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1168124.250000 Penalty: 4574.098145
	Iteration 20F: 3 clusters Score -1168124 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1168324.750000 Penalty: 4574.098145
	Iteration 21Q: 3 clusters Score -1168325 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1168488.125000 Penalty: 4574.098145
	Iteration 22Q: 3 clusters Score -1168488 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1168622.000000 Penalty: 4574.098145
	Iteration 23Q: 3 clusters Score -1168622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1168704.500000 Penalty: 4574.098145
	Iteration 24Q: 3 clusters Score -1168704 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1168765.875000 Penalty: 4574.098145
	Iteration 25Q: 3 clusters Score -1168766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1168810.625000 Penalty: 4574.098145
	Iteration 26Q: 3 clusters Score -1168811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1168839.125000 Penalty: 4574.098145
	Iteration 27Q: 3 clusters Score -1168839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1168853.250000 Penalty: 4574.098145
	Iteration 28Q: 3 clusters Score -1168853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1168866.375000 Penalty: 4574.098145
	Iteration 29Q: 3 clusters Score -1168866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1168879.875000 Penalty: 4574.098145
	Iteration 30Q: 3 clusters Score -1168880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1168888.000000 Penalty: 4574.098145
	Iteration 31Q: 3 clusters Score -1168888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1168893.875000 Penalty: 4574.098145
	Iteration 32Q: 3 clusters Score -1168894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1168902.625000 Penalty: 4574.098145
	Iteration 33Q: 3 clusters Score -1168903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1168910.375000 Penalty: 4574.098145
	Iteration 34Q: 3 clusters Score -1168910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1168915.750000 Penalty: 4574.098145
	Iteration 35Q: 3 clusters Score -1168916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1168921.750000 Penalty: 4574.098145
	Iteration 36Q: 3 clusters Score -1168922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1168924.375000 Penalty: 4574.098145
	Iteration 37Q: 3 clusters Score -1168924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1168927.250000 Penalty: 4574.098145
	Iteration 38Q: 3 clusters Score -1168927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1168925.750000 Penalty: 4574.098145
	Iteration 39Q: 3 clusters Score -1168926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1168930.375000 Penalty: 4574.098145
	Iteration 40F: 3 clusters Score -1168930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1168934.125000 Penalty: 4574.098145
	Iteration 41Q: 3 clusters Score -1168934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1168941.375000 Penalty: 4574.098145
	Iteration 42Q: 3 clusters Score -1168941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1168943.750000 Penalty: 4574.098145
	Iteration 43Q: 3 clusters Score -1168944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1168948.375000 Penalty: 4574.098145
	Iteration 44Q: 3 clusters Score -1168948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1168953.875000 Penalty: 4574.098145
	Iteration 45Q: 3 clusters Score -1168954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1168953.750000 Penalty: 4574.098145
	Iteration 46Q: 3 clusters Score -1168954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1168957.500000 Penalty: 4574.098145
	Iteration 47Q: 3 clusters Score -1168958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1168960.000000 Penalty: 4574.098145
	Iteration 48Q: 3 clusters Score -1168960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1168960.625000 Penalty: 4574.098145
	Iteration 49Q: 3 clusters Score -1168961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1168961.250000 Penalty: 4574.098145
	Iteration 50Q: 3 clusters Score -1168961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1168961.250000 Penalty: 4574.098145
	Iteration 51Q: 3 clusters Score -1168961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1168960.125000 Penalty: 4574.098145
	Iteration 52Q: 3 clusters Score -1168960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1168963.375000 Penalty: 4574.098145
	Iteration 53Q: 3 clusters Score -1168963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1168967.625000 Penalty: 4574.098145
	Iteration 54Q: 3 clusters Score -1168968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1168966.250000 Penalty: 4574.098145
	Iteration 55Q: 3 clusters Score -1168966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1168966.500000 Penalty: 4574.098145
	Iteration 56Q: 3 clusters Score -1168966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1168967.125000 Penalty: 4574.098145
	Iteration 57Q: 3 clusters Score -1168967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1168967.125000 Penalty: 4574.098145
	Iteration 58F: 3 clusters Score -1168967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (169671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169671 members 
Entering Unmasked Estep 
Score: -20049400.000000 Penalty: 2986.320801
	Iteration 0F: 2 clusters Score -2.00494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -19937164.000000 Penalty: 5972.641602
	Iteration 0F: 3 clusters Score -1.993716e+07 nChanged 80727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -19984536.000000 Penalty: 5972.641602
	Iteration 1F: 3 clusters Score -1.998454e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -19987002.000000 Penalty: 5972.641602
	Iteration 2Q: 3 clusters Score -1.9987e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 108045 members 
Entering Unmasked Estep 
Score: -19991524.000000 Penalty: 5972.641602
	Iteration 3F: 3 clusters Score -1.999152e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 120232 members 
Entering Unmasked Estep 
Score: -19999814.000000 Penalty: 5972.641602
	Iteration 4F: 3 clusters Score -1.999981e+07 nChanged 15578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 135770 members 
Entering Unmasked Estep 
Score: -20013124.000000 Penalty: 5972.641602
	Iteration 5F: 3 clusters Score -2.001312e+07 nChanged 15967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 151723 members 
Entering Unmasked Estep 
Score: -20029124.000000 Penalty: 5972.641602
	Iteration 6F: 3 clusters Score -2.002912e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 162808 members 
Entering Unmasked Estep 
Score: -20040272.000000 Penalty: 5972.641602
	Iteration 7F: 3 clusters Score -2.004027e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 167620 members 
Entering Unmasked Estep 
Score: -20044936.000000 Penalty: 5972.641602
	Iteration 8Q: 3 clusters Score -2.004494e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 168994 members 
Entering Unmasked Estep 
Score: -20046118.000000 Penalty: 5972.641602
	Iteration 9Q: 3 clusters Score -2.004612e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 169340 members 
Entering Unmasked Estep 
Score: -20046524.000000 Penalty: 5972.641602
	Iteration 10Q: 3 clusters Score -2.004652e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 169417 members 
Entering Unmasked Estep 
Score: -20046644.000000 Penalty: 5972.641602
	Iteration 11Q: 3 clusters Score -2.004664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 169437 members 
Entering Unmasked Estep 
Score: -20046690.000000 Penalty: 5972.641602
	Iteration 12Q: 3 clusters Score -2.004669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 169443 members 
Entering Unmasked Estep 
Score: -20046724.000000 Penalty: 5972.641602
	Iteration 13Q: 3 clusters Score -2.004672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 169447 members 
Entering Unmasked Estep 
Score: -20046746.000000 Penalty: 5972.641602
	Iteration 14Q: 3 clusters Score -2.004675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 169450 members 
Entering Unmasked Estep 
Score: -20046742.000000 Penalty: 5972.641602
	Iteration 15Q: 3 clusters Score -2.004674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169449 members 
Entering Unmasked Estep 
Score: -20046752.000000 Penalty: 5972.641602
	Iteration 16Q: 3 clusters Score -2.004675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169449 members 
Entering Unmasked Estep 
Score: -20046748.000000 Penalty: 5972.641602
	Iteration 17Q: 3 clusters Score -2.004675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 169451 members 
Entering Unmasked Estep 
Score: -20046756.000000 Penalty: 5972.641602
	Iteration 18Q: 3 clusters Score -2.004676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 169452 members 
Entering Unmasked Estep 
Score: -20046766.000000 Penalty: 5972.641602
	Iteration 19Q: 3 clusters Score -2.004677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169455 members 
Entering Unmasked Estep 
Score: -20046766.000000 Penalty: 5972.641602
	Iteration 20F: 3 clusters Score -2.004677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -25957.044922 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -25957.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24686.148438 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -24686.15 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24986.250000 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -24986.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25108.527344 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -25108.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25244.572266 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -25244.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25305.130859 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -25305.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25388.884766 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -25388.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25416.640625 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -25416.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25444.275391 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -25444.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25450.652344 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -25450.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25454.683594 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -25454.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25463.875000 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -25463.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25463.875000 Penalty: 2974.240234
	Iteration 11F: 3 clusters Score -25463.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -503766.156250 Penalty: 2082.246338
	Iteration 0F: 2 clusters Score -503766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -499610.968750 Penalty: 4164.492676
	Iteration 0F: 3 clusters Score -499611 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -500700.125000 Penalty: 4164.492676
	Iteration 1F: 3 clusters Score -500700.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -501049.687500 Penalty: 4164.492676
	Iteration 2F: 3 clusters Score -501049.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -501288.625000 Penalty: 4164.492676
	Iteration 3F: 3 clusters Score -501288.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -501466.218750 Penalty: 4164.492676
	Iteration 4F: 3 clusters Score -501466.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -501608.406250 Penalty: 4164.492676
	Iteration 5Q: 3 clusters Score -501608.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -501714.906250 Penalty: 4164.492676
	Iteration 6Q: 3 clusters Score -501714.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -501800.781250 Penalty: 4164.492676
	Iteration 7Q: 3 clusters Score -501800.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -501896.750000 Penalty: 4164.492676
	Iteration 8Q: 3 clusters Score -501896.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -501968.437500 Penalty: 4164.492676
	Iteration 9Q: 3 clusters Score -501968.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -502040.343750 Penalty: 4164.492676
	Iteration 10Q: 3 clusters Score -502040.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -502091.000000 Penalty: 4164.492676
	Iteration 11Q: 3 clusters Score -502091 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -502134.750000 Penalty: 4164.492676
	Iteration 12Q: 3 clusters Score -502134.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -502170.218750 Penalty: 4164.492676
	Iteration 13Q: 3 clusters Score -502170.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -502203.437500 Penalty: 4164.492676
	Iteration 14Q: 3 clusters Score -502203.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -502240.781250 Penalty: 4164.492676
	Iteration 15Q: 3 clusters Score -502240.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -502283.718750 Penalty: 4164.492676
	Iteration 16Q: 3 clusters Score -502283.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -502326.906250 Penalty: 4164.492676
	Iteration 17Q: 3 clusters Score -502326.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -502374.218750 Penalty: 4164.492676
	Iteration 18Q: 3 clusters Score -502374.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -502414.156250 Penalty: 4164.492676
	Iteration 19Q: 3 clusters Score -502414.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -502436.437500 Penalty: 4164.492676
	Iteration 20F: 3 clusters Score -502436.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -502462.062500 Penalty: 4164.492676
	Iteration 21Q: 3 clusters Score -502462.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -502487.343750 Penalty: 4164.492676
	Iteration 22Q: 3 clusters Score -502487.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -502511.531250 Penalty: 4164.492676
	Iteration 23Q: 3 clusters Score -502511.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -502525.593750 Penalty: 4164.492676
	Iteration 24Q: 3 clusters Score -502525.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -502543.031250 Penalty: 4164.492676
	Iteration 25Q: 3 clusters Score -502543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -502559.437500 Penalty: 4164.492676
	Iteration 26Q: 3 clusters Score -502559.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -502577.375000 Penalty: 4164.492676
	Iteration 27Q: 3 clusters Score -502577.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -502592.125000 Penalty: 4164.492676
	Iteration 28Q: 3 clusters Score -502592.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -502610.406250 Penalty: 4164.492676
	Iteration 29Q: 3 clusters Score -502610.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -502628.937500 Penalty: 4164.492676
	Iteration 30Q: 3 clusters Score -502628.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -502641.687500 Penalty: 4164.492676
	Iteration 31Q: 3 clusters Score -502641.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -502650.343750 Penalty: 4164.492676
	Iteration 32Q: 3 clusters Score -502650.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -502654.375000 Penalty: 4164.492676
	Iteration 33Q: 3 clusters Score -502654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -502657.562500 Penalty: 4164.492676
	Iteration 34Q: 3 clusters Score -502657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -502661.812500 Penalty: 4164.492676
	Iteration 35Q: 3 clusters Score -502661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -502664.281250 Penalty: 4164.492676
	Iteration 36Q: 3 clusters Score -502664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -502665.437500 Penalty: 4164.492676
	Iteration 37Q: 3 clusters Score -502665.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -502665.843750 Penalty: 4164.492676
	Iteration 38Q: 3 clusters Score -502665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -502664.875000 Penalty: 4164.492676
	Iteration 39Q: 3 clusters Score -502664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -502665.031250 Penalty: 4164.492676
	Iteration 40F: 3 clusters Score -502665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -502666.156250 Penalty: 4164.492676
	Iteration 41Q: 3 clusters Score -502666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -502666.531250 Penalty: 4164.492676
	Iteration 42Q: 3 clusters Score -502666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -502667.125000 Penalty: 4164.492676
	Iteration 43Q: 3 clusters Score -502667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -502666.500000 Penalty: 4164.492676
	Iteration 44Q: 3 clusters Score -502666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -502666.500000 Penalty: 4164.492676
	Iteration 45F: 3 clusters Score -502666.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Entering Unmasked Estep 
Score: -4231431.500000 Penalty: 2623.662598
	Iteration 0F: 2 clusters Score -4231432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4204840.500000 Penalty: 5247.325195
	Iteration 0F: 3 clusters Score -4204840 nChanged 17954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -4215237.000000 Penalty: 5247.325195
	Iteration 1F: 3 clusters Score -4215237 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -4216106.000000 Penalty: 5247.325195
	Iteration 2F: 3 clusters Score -4216106 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4217084.000000 Penalty: 5247.325195
	Iteration 3F: 3 clusters Score -4217084 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4218012.500000 Penalty: 5247.325195
	Iteration 4F: 3 clusters Score -4218012 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4218983.500000 Penalty: 5247.325195
	Iteration 5F: 3 clusters Score -4218984 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4220057.500000 Penalty: 5247.325195
	Iteration 6F: 3 clusters Score -4220058 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4221141.000000 Penalty: 5247.325195
	Iteration 7F: 3 clusters Score -4221141 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -4222094.000000 Penalty: 5247.325195
	Iteration 8Q: 3 clusters Score -4222094 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -4222954.000000 Penalty: 5247.325195
	Iteration 9Q: 3 clusters Score -4222954 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -4223801.000000 Penalty: 5247.325195
	Iteration 10Q: 3 clusters Score -4223801 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -4224472.000000 Penalty: 5247.325195
	Iteration 11Q: 3 clusters Score -4224472 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4224978.000000 Penalty: 5247.325195
	Iteration 12Q: 3 clusters Score -4224978 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -4225382.500000 Penalty: 5247.325195
	Iteration 13Q: 3 clusters Score -4225382 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -4225691.500000 Penalty: 5247.325195
	Iteration 14Q: 3 clusters Score -4225692 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4225897.000000 Penalty: 5247.325195
	Iteration 15Q: 3 clusters Score -4225897 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -4226088.000000 Penalty: 5247.325195
	Iteration 16Q: 3 clusters Score -4226088 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -4226250.500000 Penalty: 5247.325195
	Iteration 17Q: 3 clusters Score -4226250 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -4226464.500000 Penalty: 5247.325195
	Iteration 18Q: 3 clusters Score -4226464 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4226642.500000 Penalty: 5247.325195
	Iteration 19Q: 3 clusters Score -4226642 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4226808.000000 Penalty: 5247.325195
	Iteration 20F: 3 clusters Score -4226808 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4226962.000000 Penalty: 5247.325195
	Iteration 21Q: 3 clusters Score -4226962 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4227115.500000 Penalty: 5247.325195
	Iteration 22Q: 3 clusters Score -4227116 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4227265.500000 Penalty: 5247.325195
	Iteration 23Q: 3 clusters Score -4227266 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -4227464.000000 Penalty: 5247.325195
	Iteration 24Q: 3 clusters Score -4227464 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4227654.500000 Penalty: 5247.325195
	Iteration 25Q: 3 clusters Score -4227654 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4227830.500000 Penalty: 5247.325195
	Iteration 26Q: 3 clusters Score -4227830 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4227988.500000 Penalty: 5247.325195
	Iteration 27Q: 3 clusters Score -4227988 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4228136.500000 Penalty: 5247.325195
	Iteration 28Q: 3 clusters Score -4228136 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4228291.000000 Penalty: 5247.325195
	Iteration 29Q: 3 clusters Score -4228291 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4228411.000000 Penalty: 5247.325195
	Iteration 30Q: 3 clusters Score -4228411 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4228543.500000 Penalty: 5247.325195
	Iteration 31Q: 3 clusters Score -4228544 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4228654.000000 Penalty: 5247.325195
	Iteration 32Q: 3 clusters Score -4228654 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4228752.000000 Penalty: 5247.325195
	Iteration 33Q: 3 clusters Score -4228752 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4228840.000000 Penalty: 5247.325195
	Iteration 34Q: 3 clusters Score -4228840 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4228924.500000 Penalty: 5247.325195
	Iteration 35Q: 3 clusters Score -4228924 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -4229002.000000 Penalty: 5247.325195
	Iteration 36Q: 3 clusters Score -4229002 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4229053.500000 Penalty: 5247.325195
	Iteration 37Q: 3 clusters Score -4229054 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -4229111.500000 Penalty: 5247.325195
	Iteration 38Q: 3 clusters Score -4229112 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4229171.000000 Penalty: 5247.325195
	Iteration 39Q: 3 clusters Score -4229171 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4229226.500000 Penalty: 5247.325195
	Iteration 40F: 3 clusters Score -4229226 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -4229262.500000 Penalty: 5247.325195
	Iteration 41Q: 3 clusters Score -4229262 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4229303.500000 Penalty: 5247.325195
	Iteration 42Q: 3 clusters Score -4229304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4229337.500000 Penalty: 5247.325195
	Iteration 43Q: 3 clusters Score -4229338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4229372.000000 Penalty: 5247.325195
	Iteration 44Q: 3 clusters Score -4229372 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -4229392.000000 Penalty: 5247.325195
	Iteration 45Q: 3 clusters Score -4229392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4229426.000000 Penalty: 5247.325195
	Iteration 46Q: 3 clusters Score -4229426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4229451.000000 Penalty: 5247.325195
	Iteration 47Q: 3 clusters Score -4229451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -4229467.500000 Penalty: 5247.325195
	Iteration 48Q: 3 clusters Score -4229468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -4229487.000000 Penalty: 5247.325195
	Iteration 49Q: 3 clusters Score -4229487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -4229502.500000 Penalty: 5247.325195
	Iteration 50Q: 3 clusters Score -4229502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -4229511.000000 Penalty: 5247.325195
	Iteration 51Q: 3 clusters Score -4229511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4229521.500000 Penalty: 5247.325195
	Iteration 52Q: 3 clusters Score -4229522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -4229534.000000 Penalty: 5247.325195
	Iteration 53Q: 3 clusters Score -4229534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4229551.000000 Penalty: 5247.325195
	Iteration 54Q: 3 clusters Score -4229551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -4229561.000000 Penalty: 5247.325195
	Iteration 55Q: 3 clusters Score -4229561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4229562.500000 Penalty: 5247.325195
	Iteration 56Q: 3 clusters Score -4229562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -4229566.500000 Penalty: 5247.325195
	Iteration 57Q: 3 clusters Score -4229566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -4229565.500000 Penalty: 5247.325195
	Iteration 58Q: 3 clusters Score -4229566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -4229571.500000 Penalty: 5247.325195
	Iteration 59Q: 3 clusters Score -4229572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -4229576.000000 Penalty: 5247.325195
	Iteration 60F: 3 clusters Score -4229576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -4229579.500000 Penalty: 5247.325195
	Iteration 61Q: 3 clusters Score -4229580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -4229585.000000 Penalty: 5247.325195
	Iteration 62Q: 3 clusters Score -4229585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -4229586.500000 Penalty: 5247.325195
	Iteration 63Q: 3 clusters Score -4229586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4229592.000000 Penalty: 5247.325195
	Iteration 64Q: 3 clusters Score -4229592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -4229592.000000 Penalty: 5247.325195
	Iteration 65Q: 3 clusters Score -4229592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4229592.500000 Penalty: 5247.325195
	Iteration 66Q: 3 clusters Score -4229592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4229596.000000 Penalty: 5247.325195
	Iteration 67Q: 3 clusters Score -4229596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4229597.500000 Penalty: 5247.325195
	Iteration 68Q: 3 clusters Score -4229598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -4229604.500000 Penalty: 5247.325195
	Iteration 69Q: 3 clusters Score -4229604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -4229603.500000 Penalty: 5247.325195
	Iteration 70Q: 3 clusters Score -4229604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -4229611.500000 Penalty: 5247.325195
	Iteration 71Q: 3 clusters Score -4229612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4229619.000000 Penalty: 5247.325195
	Iteration 72Q: 3 clusters Score -4229619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -4229613.500000 Penalty: 5247.325195
	Iteration 73Q: 3 clusters Score -4229614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4229615.500000 Penalty: 5247.325195
	Iteration 74Q: 3 clusters Score -4229616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4229618.500000 Penalty: 5247.325195
	Iteration 75Q: 3 clusters Score -4229618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -4229622.000000 Penalty: 5247.325195
	Iteration 76Q: 3 clusters Score -4229622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4229619.500000 Penalty: 5247.325195
	Iteration 77Q: 3 clusters Score -4229620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4229624.000000 Penalty: 5247.325195
	Iteration 78Q: 3 clusters Score -4229624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4229631.000000 Penalty: 5247.325195
	Iteration 79Q: 3 clusters Score -4229631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4229634.500000 Penalty: 5247.325195
	Iteration 80F: 3 clusters Score -4229634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4229633.500000 Penalty: 5247.325195
	Iteration 81Q: 3 clusters Score -4229634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -4229642.000000 Penalty: 5247.325195
	Iteration 82Q: 3 clusters Score -4229642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4229643.000000 Penalty: 5247.325195
	Iteration 83Q: 3 clusters Score -4229643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4229648.000000 Penalty: 5247.325195
	Iteration 84Q: 3 clusters Score -4229648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4229645.500000 Penalty: 5247.325195
	Iteration 85Q: 3 clusters Score -4229646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -4229647.500000 Penalty: 5247.325195
	Iteration 86Q: 3 clusters Score -4229648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -4229653.000000 Penalty: 5247.325195
	Iteration 87Q: 3 clusters Score -4229653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4229650.500000 Penalty: 5247.325195
	Iteration 88Q: 3 clusters Score -4229650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -4229652.000000 Penalty: 5247.325195
	Iteration 89Q: 3 clusters Score -4229652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -4229654.000000 Penalty: 5247.325195
	Iteration 90Q: 3 clusters Score -4229654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -4229656.500000 Penalty: 5247.325195
	Iteration 91Q: 3 clusters Score -4229656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -4229652.000000 Penalty: 5247.325195
	Iteration 92Q: 3 clusters Score -4229652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -4229646.000000 Penalty: 5247.325195
	Iteration 93Q: 3 clusters Score -4229646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -4229651.000000 Penalty: 5247.325195
	Iteration 94Q: 3 clusters Score -4229651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -4229651.500000 Penalty: 5247.325195
	Iteration 95Q: 3 clusters Score -4229652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -4229651.500000 Penalty: 5247.325195
	Iteration 96F: 3 clusters Score -4229652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -28487.574219 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -28487.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27447.773438 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -27447.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27977.255859 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -27977.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28132.433594 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -28132.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28204.007812 Penalty: 2830.726807
	Iteration 3F: 3 clusters Score -28204.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28221.658203 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -28221.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28225.800781 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -28225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28227.498047 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -28227.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28227.498047 Penalty: 2830.726807
	Iteration 7F: 3 clusters Score -28227.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Entering Unmasked Estep 
Score: -1088106.500000 Penalty: 2269.530518
	Iteration 0F: 2 clusters Score -1088106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1080868.375000 Penalty: 4539.061035
	Iteration 0F: 3 clusters Score -1080868 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1083241.875000 Penalty: 4539.061035
	Iteration 1F: 3 clusters Score -1083242 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1084001.000000 Penalty: 4539.061035
	Iteration 2F: 3 clusters Score -1084001 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1084736.500000 Penalty: 4539.061035
	Iteration 3F: 3 clusters Score -1084736 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1085301.500000 Penalty: 4539.061035
	Iteration 4F: 3 clusters Score -1085302 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1085671.375000 Penalty: 4539.061035
	Iteration 5F: 3 clusters Score -1085671 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1085920.375000 Penalty: 4539.061035
	Iteration 6Q: 3 clusters Score -1085920 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1086082.750000 Penalty: 4539.061035
	Iteration 7Q: 3 clusters Score -1086083 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1086210.750000 Penalty: 4539.061035
	Iteration 8Q: 3 clusters Score -1086211 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1086314.500000 Penalty: 4539.061035
	Iteration 9Q: 3 clusters Score -1086314 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1086405.125000 Penalty: 4539.061035
	Iteration 10Q: 3 clusters Score -1086405 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1086530.125000 Penalty: 4539.061035
	Iteration 11Q: 3 clusters Score -1086530 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1086656.875000 Penalty: 4539.061035
	Iteration 12Q: 3 clusters Score -1086657 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1086781.375000 Penalty: 4539.061035
	Iteration 13Q: 3 clusters Score -1086781 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1086929.750000 Penalty: 4539.061035
	Iteration 14Q: 3 clusters Score -1086930 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1087089.250000 Penalty: 4539.061035
	Iteration 15Q: 3 clusters Score -1087089 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1087224.875000 Penalty: 4539.061035
	Iteration 16Q: 3 clusters Score -1087225 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1087311.500000 Penalty: 4539.061035
	Iteration 17Q: 3 clusters Score -1087312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1087367.625000 Penalty: 4539.061035
	Iteration 18Q: 3 clusters Score -1087368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1087406.375000 Penalty: 4539.061035
	Iteration 19Q: 3 clusters Score -1087406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1087420.750000 Penalty: 4539.061035
	Iteration 20F: 3 clusters Score -1087421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1087441.625000 Penalty: 4539.061035
	Iteration 21Q: 3 clusters Score -1087442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1087455.750000 Penalty: 4539.061035
	Iteration 22Q: 3 clusters Score -1087456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1087461.375000 Penalty: 4539.061035
	Iteration 23Q: 3 clusters Score -1087461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1087467.250000 Penalty: 4539.061035
	Iteration 24Q: 3 clusters Score -1087467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1087467.875000 Penalty: 4539.061035
	Iteration 25Q: 3 clusters Score -1087468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1087466.875000 Penalty: 4539.061035
	Iteration 26Q: 3 clusters Score -1087467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1087467.375000 Penalty: 4539.061035
	Iteration 27Q: 3 clusters Score -1087467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1087467.375000 Penalty: 4539.061035
	Iteration 28F: 3 clusters Score -1087467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Entering Unmasked Estep 
Score: -1366913.000000 Penalty: 2325.127930
	Iteration 0F: 2 clusters Score -1366913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1358104.875000 Penalty: 4650.255859
	Iteration 0F: 3 clusters Score -1358105 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1360709.000000 Penalty: 4650.255859
	Iteration 1F: 3 clusters Score -1360709 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1361034.250000 Penalty: 4650.255859
	Iteration 2F: 3 clusters Score -1361034 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1361299.875000 Penalty: 4650.255859
	Iteration 3F: 3 clusters Score -1361300 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1361531.125000 Penalty: 4650.255859
	Iteration 4Q: 3 clusters Score -1361531 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1361805.750000 Penalty: 4650.255859
	Iteration 5Q: 3 clusters Score -1361806 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1362140.750000 Penalty: 4650.255859
	Iteration 6Q: 3 clusters Score -1362141 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1362589.875000 Penalty: 4650.255859
	Iteration 7Q: 3 clusters Score -1362590 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1363085.375000 Penalty: 4650.255859
	Iteration 8Q: 3 clusters Score -1363085 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1363545.625000 Penalty: 4650.255859
	Iteration 9Q: 3 clusters Score -1363546 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1363892.875000 Penalty: 4650.255859
	Iteration 10Q: 3 clusters Score -1363893 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1364157.000000 Penalty: 4650.255859
	Iteration 11Q: 3 clusters Score -1364157 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1364347.750000 Penalty: 4650.255859
	Iteration 12Q: 3 clusters Score -1364348 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1364494.500000 Penalty: 4650.255859
	Iteration 13Q: 3 clusters Score -1364494 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1364629.375000 Penalty: 4650.255859
	Iteration 14Q: 3 clusters Score -1364629 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1364730.625000 Penalty: 4650.255859
	Iteration 15Q: 3 clusters Score -1364731 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1364810.500000 Penalty: 4650.255859
	Iteration 16Q: 3 clusters Score -1364810 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1364865.000000 Penalty: 4650.255859
	Iteration 17Q: 3 clusters Score -1364865 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1364904.375000 Penalty: 4650.255859
	Iteration 18Q: 3 clusters Score -1364904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1364935.125000 Penalty: 4650.255859
	Iteration 19Q: 3 clusters Score -1364935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1364971.875000 Penalty: 4650.255859
	Iteration 20F: 3 clusters Score -1364972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1364995.250000 Penalty: 4650.255859
	Iteration 21Q: 3 clusters Score -1364995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1365003.375000 Penalty: 4650.255859
	Iteration 22Q: 3 clusters Score -1365003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1365016.125000 Penalty: 4650.255859
	Iteration 23Q: 3 clusters Score -1365016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1365032.375000 Penalty: 4650.255859
	Iteration 24Q: 3 clusters Score -1365032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1365042.375000 Penalty: 4650.255859
	Iteration 25Q: 3 clusters Score -1365042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1365052.625000 Penalty: 4650.255859
	Iteration 26Q: 3 clusters Score -1365053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1365060.375000 Penalty: 4650.255859
	Iteration 27Q: 3 clusters Score -1365060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1365063.875000 Penalty: 4650.255859
	Iteration 28Q: 3 clusters Score -1365064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1365068.125000 Penalty: 4650.255859
	Iteration 29Q: 3 clusters Score -1365068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1365070.250000 Penalty: 4650.255859
	Iteration 30Q: 3 clusters Score -1365070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1365072.250000 Penalty: 4650.255859
	Iteration 31Q: 3 clusters Score -1365072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1365075.625000 Penalty: 4650.255859
	Iteration 32Q: 3 clusters Score -1365076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1365078.125000 Penalty: 4650.255859
	Iteration 33Q: 3 clusters Score -1365078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1365084.625000 Penalty: 4650.255859
	Iteration 34Q: 3 clusters Score -1365085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1365092.250000 Penalty: 4650.255859
	Iteration 35Q: 3 clusters Score -1365092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1365098.500000 Penalty: 4650.255859
	Iteration 36Q: 3 clusters Score -1365098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1365103.875000 Penalty: 4650.255859
	Iteration 37Q: 3 clusters Score -1365104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1365107.875000 Penalty: 4650.255859
	Iteration 38Q: 3 clusters Score -1365108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1365111.875000 Penalty: 4650.255859
	Iteration 39Q: 3 clusters Score -1365112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1365121.500000 Penalty: 4650.255859
	Iteration 40F: 3 clusters Score -1365122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1365124.750000 Penalty: 4650.255859
	Iteration 41Q: 3 clusters Score -1365125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1365128.750000 Penalty: 4650.255859
	Iteration 42Q: 3 clusters Score -1365129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1365130.750000 Penalty: 4650.255859
	Iteration 43Q: 3 clusters Score -1365131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1365136.625000 Penalty: 4650.255859
	Iteration 44Q: 3 clusters Score -1365137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1365142.125000 Penalty: 4650.255859
	Iteration 45Q: 3 clusters Score -1365142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1365145.750000 Penalty: 4650.255859
	Iteration 46Q: 3 clusters Score -1365146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1365148.125000 Penalty: 4650.255859
	Iteration 47Q: 3 clusters Score -1365148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1365154.125000 Penalty: 4650.255859
	Iteration 48Q: 3 clusters Score -1365154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1365155.750000 Penalty: 4650.255859
	Iteration 49Q: 3 clusters Score -1365156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1365159.500000 Penalty: 4650.255859
	Iteration 50Q: 3 clusters Score -1365160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1365162.250000 Penalty: 4650.255859
	Iteration 51Q: 3 clusters Score -1365162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1365161.125000 Penalty: 4650.255859
	Iteration 52Q: 3 clusters Score -1365161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1365163.625000 Penalty: 4650.255859
	Iteration 53Q: 3 clusters Score -1365164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1365167.875000 Penalty: 4650.255859
	Iteration 54Q: 3 clusters Score -1365168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1365170.750000 Penalty: 4650.255859
	Iteration 55Q: 3 clusters Score -1365171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1365171.500000 Penalty: 4650.255859
	Iteration 56Q: 3 clusters Score -1365172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1365170.750000 Penalty: 4650.255859
	Iteration 57Q: 3 clusters Score -1365171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1365169.625000 Penalty: 4650.255859
	Iteration 58Q: 3 clusters Score -1365170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1365170.750000 Penalty: 4650.255859
	Iteration 59Q: 3 clusters Score -1365171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1365170.500000 Penalty: 4650.255859
	Iteration 60F: 3 clusters Score -1365170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1365170.375000 Penalty: 4650.255859
	Iteration 61Q: 3 clusters Score -1365170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1365170.375000 Penalty: 4650.255859
	Iteration 62F: 3 clusters Score -1365170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Entering Unmasked Estep 
Score: -293102.562500 Penalty: 1935.858765
	Iteration 0F: 2 clusters Score -293102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -290178.687500 Penalty: 3871.717529
	Iteration 0F: 3 clusters Score -290178.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -290671.375000 Penalty: 3871.717529
	Iteration 1F: 3 clusters Score -290671.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -290818.281250 Penalty: 3871.717529
	Iteration 2F: 3 clusters Score -290818.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -290893.281250 Penalty: 3871.717529
	Iteration 3Q: 3 clusters Score -290893.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -290958.812500 Penalty: 3871.717529
	Iteration 4Q: 3 clusters Score -290958.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -291007.781250 Penalty: 3871.717529
	Iteration 5Q: 3 clusters Score -291007.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -291047.375000 Penalty: 3871.717529
	Iteration 6Q: 3 clusters Score -291047.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -291078.625000 Penalty: 3871.717529
	Iteration 7Q: 3 clusters Score -291078.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -291094.000000 Penalty: 3871.717529
	Iteration 8Q: 3 clusters Score -291094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -291109.343750 Penalty: 3871.717529
	Iteration 9Q: 3 clusters Score -291109.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -291121.500000 Penalty: 3871.717529
	Iteration 10Q: 3 clusters Score -291121.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -291136.062500 Penalty: 3871.717529
	Iteration 11Q: 3 clusters Score -291136.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -291156.000000 Penalty: 3871.717529
	Iteration 12Q: 3 clusters Score -291156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -291171.906250 Penalty: 3871.717529
	Iteration 13Q: 3 clusters Score -291171.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -291184.031250 Penalty: 3871.717529
	Iteration 14Q: 3 clusters Score -291184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -291196.781250 Penalty: 3871.717529
	Iteration 15Q: 3 clusters Score -291196.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -291210.656250 Penalty: 3871.717529
	Iteration 16Q: 3 clusters Score -291210.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -291217.281250 Penalty: 3871.717529
	Iteration 17Q: 3 clusters Score -291217.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -291222.437500 Penalty: 3871.717529
	Iteration 18Q: 3 clusters Score -291222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -291225.906250 Penalty: 3871.717529
	Iteration 19Q: 3 clusters Score -291225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -291227.968750 Penalty: 3871.717529
	Iteration 20F: 3 clusters Score -291228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -291229.625000 Penalty: 3871.717529
	Iteration 21Q: 3 clusters Score -291229.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -291231.062500 Penalty: 3871.717529
	Iteration 22Q: 3 clusters Score -291231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -291231.781250 Penalty: 3871.717529
	Iteration 23Q: 3 clusters Score -291231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -291233.531250 Penalty: 3871.717529
	Iteration 24Q: 3 clusters Score -291233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -291236.656250 Penalty: 3871.717529
	Iteration 25Q: 3 clusters Score -291236.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -291238.812500 Penalty: 3871.717529
	Iteration 26Q: 3 clusters Score -291238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -291240.156250 Penalty: 3871.717529
	Iteration 27Q: 3 clusters Score -291240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -291241.062500 Penalty: 3871.717529
	Iteration 28Q: 3 clusters Score -291241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -291241.062500 Penalty: 3871.717529
	Iteration 29F: 3 clusters Score -291241.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -255760.968750 Penalty: 1907.530884
	Iteration 0F: 2 clusters Score -255761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -253013.671875 Penalty: 3815.061768
	Iteration 0F: 3 clusters Score -253013.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -253467.312500 Penalty: 3815.061768
	Iteration 1F: 3 clusters Score -253467.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -253606.656250 Penalty: 3815.061768
	Iteration 2F: 3 clusters Score -253606.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -253693.750000 Penalty: 3815.061768
	Iteration 3Q: 3 clusters Score -253693.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -253749.296875 Penalty: 3815.061768
	Iteration 4Q: 3 clusters Score -253749.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -253787.015625 Penalty: 3815.061768
	Iteration 5Q: 3 clusters Score -253787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -253813.515625 Penalty: 3815.061768
	Iteration 6Q: 3 clusters Score -253813.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -253836.843750 Penalty: 3815.061768
	Iteration 7Q: 3 clusters Score -253836.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -253860.281250 Penalty: 3815.061768
	Iteration 8Q: 3 clusters Score -253860.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -253878.828125 Penalty: 3815.061768
	Iteration 9Q: 3 clusters Score -253878.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -253894.671875 Penalty: 3815.061768
	Iteration 10Q: 3 clusters Score -253894.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -253907.859375 Penalty: 3815.061768
	Iteration 11Q: 3 clusters Score -253907.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -253917.312500 Penalty: 3815.061768
	Iteration 12Q: 3 clusters Score -253917.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -253925.796875 Penalty: 3815.061768
	Iteration 13Q: 3 clusters Score -253925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -253930.625000 Penalty: 3815.061768
	Iteration 14Q: 3 clusters Score -253930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -253935.343750 Penalty: 3815.061768
	Iteration 15Q: 3 clusters Score -253935.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -253939.859375 Penalty: 3815.061768
	Iteration 16Q: 3 clusters Score -253939.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -253946.671875 Penalty: 3815.061768
	Iteration 17Q: 3 clusters Score -253946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -253950.546875 Penalty: 3815.061768
	Iteration 18Q: 3 clusters Score -253950.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -253952.343750 Penalty: 3815.061768
	Iteration 19Q: 3 clusters Score -253952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -253954.296875 Penalty: 3815.061768
	Iteration 20F: 3 clusters Score -253954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -253955.937500 Penalty: 3815.061768
	Iteration 21Q: 3 clusters Score -253955.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -253955.937500 Penalty: 3815.061768
	Iteration 22F: 3 clusters Score -253955.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -263267.875000 Penalty: 1914.454346
	Iteration 0F: 2 clusters Score -263267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -260508.046875 Penalty: 3828.908691
	Iteration 0F: 3 clusters Score -260508 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -260965.890625 Penalty: 3828.908691
	Iteration 1F: 3 clusters Score -260965.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -261115.218750 Penalty: 3828.908691
	Iteration 2F: 3 clusters Score -261115.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -261193.015625 Penalty: 3828.908691
	Iteration 3Q: 3 clusters Score -261193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -261241.484375 Penalty: 3828.908691
	Iteration 4Q: 3 clusters Score -261241.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -261288.312500 Penalty: 3828.908691
	Iteration 5Q: 3 clusters Score -261288.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -261336.468750 Penalty: 3828.908691
	Iteration 6Q: 3 clusters Score -261336.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -261378.921875 Penalty: 3828.908691
	Iteration 7Q: 3 clusters Score -261378.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -261412.781250 Penalty: 3828.908691
	Iteration 8Q: 3 clusters Score -261412.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -261439.843750 Penalty: 3828.908691
	Iteration 9Q: 3 clusters Score -261439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -261466.312500 Penalty: 3828.908691
	Iteration 10Q: 3 clusters Score -261466.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -261485.187500 Penalty: 3828.908691
	Iteration 11Q: 3 clusters Score -261485.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -261499.625000 Penalty: 3828.908691
	Iteration 12Q: 3 clusters Score -261499.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -261512.812500 Penalty: 3828.908691
	Iteration 13Q: 3 clusters Score -261512.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -261524.578125 Penalty: 3828.908691
	Iteration 14Q: 3 clusters Score -261524.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -261531.281250 Penalty: 3828.908691
	Iteration 15Q: 3 clusters Score -261531.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -261538.468750 Penalty: 3828.908691
	Iteration 16Q: 3 clusters Score -261538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -261544.406250 Penalty: 3828.908691
	Iteration 17Q: 3 clusters Score -261544.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -261555.953125 Penalty: 3828.908691
	Iteration 18Q: 3 clusters Score -261556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -261564.734375 Penalty: 3828.908691
	Iteration 19Q: 3 clusters Score -261564.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -261569.953125 Penalty: 3828.908691
	Iteration 20F: 3 clusters Score -261570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -261578.187500 Penalty: 3828.908691
	Iteration 21Q: 3 clusters Score -261578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -261585.171875 Penalty: 3828.908691
	Iteration 22Q: 3 clusters Score -261585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -261592.515625 Penalty: 3828.908691
	Iteration 23Q: 3 clusters Score -261592.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -261605.812500 Penalty: 3828.908691
	Iteration 24Q: 3 clusters Score -261605.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -261616.500000 Penalty: 3828.908691
	Iteration 25Q: 3 clusters Score -261616.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -261639.156250 Penalty: 3828.908691
	Iteration 26Q: 3 clusters Score -261639.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -261655.125000 Penalty: 3828.908691
	Iteration 27Q: 3 clusters Score -261655.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -261677.484375 Penalty: 3828.908691
	Iteration 28Q: 3 clusters Score -261677.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -261700.140625 Penalty: 3828.908691
	Iteration 29Q: 3 clusters Score -261700.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -261711.125000 Penalty: 3828.908691
	Iteration 30Q: 3 clusters Score -261711.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -261717.671875 Penalty: 3828.908691
	Iteration 31Q: 3 clusters Score -261717.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -261721.640625 Penalty: 3828.908691
	Iteration 32Q: 3 clusters Score -261721.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -261724.375000 Penalty: 3828.908691
	Iteration 33Q: 3 clusters Score -261724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -261726.625000 Penalty: 3828.908691
	Iteration 34Q: 3 clusters Score -261726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -261728.109375 Penalty: 3828.908691
	Iteration 35Q: 3 clusters Score -261728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -261729.765625 Penalty: 3828.908691
	Iteration 36Q: 3 clusters Score -261729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -261731.562500 Penalty: 3828.908691
	Iteration 37Q: 3 clusters Score -261731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -261733.500000 Penalty: 3828.908691
	Iteration 38Q: 3 clusters Score -261733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -261735.406250 Penalty: 3828.908691
	Iteration 39Q: 3 clusters Score -261735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -261737.078125 Penalty: 3828.908691
	Iteration 40F: 3 clusters Score -261737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -261738.546875 Penalty: 3828.908691
	Iteration 41Q: 3 clusters Score -261738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -261740.656250 Penalty: 3828.908691
	Iteration 42Q: 3 clusters Score -261740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -261744.296875 Penalty: 3828.908691
	Iteration 43Q: 3 clusters Score -261744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -261745.625000 Penalty: 3828.908691
	Iteration 44Q: 3 clusters Score -261745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -261745.937500 Penalty: 3828.908691
	Iteration 45Q: 3 clusters Score -261745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -261746.765625 Penalty: 3828.908691
	Iteration 46Q: 3 clusters Score -261746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -261747.078125 Penalty: 3828.908691
	Iteration 47Q: 3 clusters Score -261747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -261747.078125 Penalty: 3828.908691
	Iteration 48F: 3 clusters Score -261747.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Entering Unmasked Estep 
Score: -662832.937500 Penalty: 2146.060791
	Iteration 0F: 2 clusters Score -662832.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -657914.687500 Penalty: 4292.121582
	Iteration 0F: 3 clusters Score -657914.7 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -659270.437500 Penalty: 4292.121582
	Iteration 1F: 3 clusters Score -659270.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -659625.687500 Penalty: 4292.121582
	Iteration 2F: 3 clusters Score -659625.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -659895.250000 Penalty: 4292.121582
	Iteration 3F: 3 clusters Score -659895.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -660100.562500 Penalty: 4292.121582
	Iteration 4Q: 3 clusters Score -660100.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -660290.937500 Penalty: 4292.121582
	Iteration 5Q: 3 clusters Score -660290.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -660492.250000 Penalty: 4292.121582
	Iteration 6Q: 3 clusters Score -660492.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -660734.062500 Penalty: 4292.121582
	Iteration 7Q: 3 clusters Score -660734.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -661014.125000 Penalty: 4292.121582
	Iteration 8Q: 3 clusters Score -661014.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -661293.750000 Penalty: 4292.121582
	Iteration 9F: 3 clusters Score -661293.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -661475.375000 Penalty: 4292.121582
	Iteration 10Q: 3 clusters Score -661475.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -661599.875000 Penalty: 4292.121582
	Iteration 11Q: 3 clusters Score -661599.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -661686.562500 Penalty: 4292.121582
	Iteration 12Q: 3 clusters Score -661686.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -661748.312500 Penalty: 4292.121582
	Iteration 13Q: 3 clusters Score -661748.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -661793.500000 Penalty: 4292.121582
	Iteration 14Q: 3 clusters Score -661793.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -661818.937500 Penalty: 4292.121582
	Iteration 15Q: 3 clusters Score -661818.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -661840.062500 Penalty: 4292.121582
	Iteration 16Q: 3 clusters Score -661840.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -661858.687500 Penalty: 4292.121582
	Iteration 17Q: 3 clusters Score -661858.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -661879.062500 Penalty: 4292.121582
	Iteration 18Q: 3 clusters Score -661879.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -661893.125000 Penalty: 4292.121582
	Iteration 19Q: 3 clusters Score -661893.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -661898.750000 Penalty: 4292.121582
	Iteration 20F: 3 clusters Score -661898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -661902.125000 Penalty: 4292.121582
	Iteration 21Q: 3 clusters Score -661902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -661903.687500 Penalty: 4292.121582
	Iteration 22Q: 3 clusters Score -661903.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -661905.812500 Penalty: 4292.121582
	Iteration 23Q: 3 clusters Score -661905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -661906.812500 Penalty: 4292.121582
	Iteration 24Q: 3 clusters Score -661906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -661908.500000 Penalty: 4292.121582
	Iteration 25Q: 3 clusters Score -661908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -661908.687500 Penalty: 4292.121582
	Iteration 26Q: 3 clusters Score -661908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -661907.250000 Penalty: 4292.121582
	Iteration 27Q: 3 clusters Score -661907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -661909.437500 Penalty: 4292.121582
	Iteration 28Q: 3 clusters Score -661909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -661910.062500 Penalty: 4292.121582
	Iteration 29Q: 3 clusters Score -661910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -661912.500000 Penalty: 4292.121582
	Iteration 30Q: 3 clusters Score -661912.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -661913.687500 Penalty: 4292.121582
	Iteration 31Q: 3 clusters Score -661913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -661914.125000 Penalty: 4292.121582
	Iteration 32Q: 3 clusters Score -661914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -661914.375000 Penalty: 4292.121582
	Iteration 33Q: 3 clusters Score -661914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -661915.187500 Penalty: 4292.121582
	Iteration 34Q: 3 clusters Score -661915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -661915.875000 Penalty: 4292.121582
	Iteration 35Q: 3 clusters Score -661915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -661916.500000 Penalty: 4292.121582
	Iteration 36Q: 3 clusters Score -661916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -661916.500000 Penalty: 4292.121582
	Iteration 37F: 3 clusters Score -661916.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -580901.500000 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -580901.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -576363.750000 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -576363.8 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -577378.125000 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -577378.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -577661.750000 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -577661.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -577916.250000 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -577916.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -578189.312500 Penalty: 4226.310059
	Iteration 4F: 3 clusters Score -578189.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -578463.750000 Penalty: 4226.310059
	Iteration 5F: 3 clusters Score -578463.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -578708.375000 Penalty: 4226.310059
	Iteration 6F: 3 clusters Score -578708.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -578909.375000 Penalty: 4226.310059
	Iteration 7F: 3 clusters Score -578909.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -579077.500000 Penalty: 4226.310059
	Iteration 8Q: 3 clusters Score -579077.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -579195.562500 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -579195.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -579272.312500 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -579272.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -579326.187500 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -579326.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -579363.187500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -579363.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -579400.187500 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -579400.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -579423.062500 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -579423.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -579438.625000 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -579438.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -579447.875000 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -579447.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -579455.500000 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -579455.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -579459.500000 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -579459.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -579464.562500 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -579464.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -579467.562500 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -579467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -579469.125000 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -579469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -579471.000000 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -579471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -579470.312500 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -579470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -579470.000000 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -579470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -579470.250000 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -579470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -579472.812500 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -579472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -579472.000000 Penalty: 4226.310059
	Iteration 27Q: 3 clusters Score -579472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -579472.000000 Penalty: 4226.310059
	Iteration 28F: 3 clusters Score -579472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -276056.812500 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -276056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -273529.093750 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -273529.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -274251.000000 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -274251 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -274452.000000 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -274452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -274564.437500 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -274564.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -274621.562500 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -274621.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -274671.062500 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -274671.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -274722.875000 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -274722.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -274752.125000 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -274752.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -274765.843750 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -274765.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -274778.593750 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -274778.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -274794.593750 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -274794.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -274806.406250 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -274806.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -274823.375000 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -274823.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -274846.937500 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -274846.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -274867.718750 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -274867.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -274891.656250 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -274891.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -274918.937500 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -274918.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -274935.218750 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -274935.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -274945.250000 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -274945.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -274951.312500 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -274951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274955.843750 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -274955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -274960.468750 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -274960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -274965.437500 Penalty: 3753.916260
	Iteration 22Q: 3 clusters Score -274965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -274969.218750 Penalty: 3753.916260
	Iteration 23Q: 3 clusters Score -274969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -274971.218750 Penalty: 3753.916260
	Iteration 24Q: 3 clusters Score -274971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -274975.875000 Penalty: 3753.916260
	Iteration 25Q: 3 clusters Score -274975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -274979.562500 Penalty: 3753.916260
	Iteration 26Q: 3 clusters Score -274979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -274985.625000 Penalty: 3753.916260
	Iteration 27Q: 3 clusters Score -274985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -274988.437500 Penalty: 3753.916260
	Iteration 28Q: 3 clusters Score -274988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -274990.718750 Penalty: 3753.916260
	Iteration 29Q: 3 clusters Score -274990.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -274994.468750 Penalty: 3753.916260
	Iteration 30Q: 3 clusters Score -274994.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -275001.281250 Penalty: 3753.916260
	Iteration 31Q: 3 clusters Score -275001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -275019.093750 Penalty: 3753.916260
	Iteration 32Q: 3 clusters Score -275019.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -275037.906250 Penalty: 3753.916260
	Iteration 33Q: 3 clusters Score -275037.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -275054.812500 Penalty: 3753.916260
	Iteration 34Q: 3 clusters Score -275054.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -275071.593750 Penalty: 3753.916260
	Iteration 35Q: 3 clusters Score -275071.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -275085.531250 Penalty: 3753.916260
	Iteration 36Q: 3 clusters Score -275085.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -275099.218750 Penalty: 3753.916260
	Iteration 37Q: 3 clusters Score -275099.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -275112.968750 Penalty: 3753.916260
	Iteration 38Q: 3 clusters Score -275113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -275126.312500 Penalty: 3753.916260
	Iteration 39Q: 3 clusters Score -275126.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -275138.937500 Penalty: 3753.916260
	Iteration 40F: 3 clusters Score -275138.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -275146.750000 Penalty: 3753.916260
	Iteration 41Q: 3 clusters Score -275146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -275155.187500 Penalty: 3753.916260
	Iteration 42Q: 3 clusters Score -275155.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -275175.843750 Penalty: 3753.916260
	Iteration 43Q: 3 clusters Score -275175.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -275191.250000 Penalty: 3753.916260
	Iteration 44Q: 3 clusters Score -275191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -275200.156250 Penalty: 3753.916260
	Iteration 45Q: 3 clusters Score -275200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -275210.343750 Penalty: 3753.916260
	Iteration 46Q: 3 clusters Score -275210.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -275225.625000 Penalty: 3753.916260
	Iteration 47Q: 3 clusters Score -275225.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -275236.718750 Penalty: 3753.916260
	Iteration 48Q: 3 clusters Score -275236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275241.718750 Penalty: 3753.916260
	Iteration 49Q: 3 clusters Score -275241.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -275242.875000 Penalty: 3753.916260
	Iteration 50Q: 3 clusters Score -275242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -275244.156250 Penalty: 3753.916260
	Iteration 51Q: 3 clusters Score -275244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -275245.875000 Penalty: 3753.916260
	Iteration 52Q: 3 clusters Score -275245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -275249.375000 Penalty: 3753.916260
	Iteration 53Q: 3 clusters Score -275249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275251.375000 Penalty: 3753.916260
	Iteration 54Q: 3 clusters Score -275251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -275253.125000 Penalty: 3753.916260
	Iteration 55Q: 3 clusters Score -275253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -275253.906250 Penalty: 3753.916260
	Iteration 56Q: 3 clusters Score -275253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275254.343750 Penalty: 3753.916260
	Iteration 57Q: 3 clusters Score -275254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -275255.375000 Penalty: 3753.916260
	Iteration 58Q: 3 clusters Score -275255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -275256.812500 Penalty: 3753.916260
	Iteration 59Q: 3 clusters Score -275256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -275256.812500 Penalty: 3753.916260
	Iteration 60F: 3 clusters Score -275256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Entering Unmasked Estep 
Score: -664822.375000 Penalty: 2181.416992
	Iteration 0F: 2 clusters Score -664822.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -659358.312500 Penalty: 4362.833984
	Iteration 0F: 3 clusters Score -659358.3 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -660975.000000 Penalty: 4362.833984
	Iteration 1F: 3 clusters Score -660975 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -661371.500000 Penalty: 4362.833984
	Iteration 2F: 3 clusters Score -661371.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -661773.687500 Penalty: 4362.833984
	Iteration 3F: 3 clusters Score -661773.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -662174.437500 Penalty: 4362.833984
	Iteration 4F: 3 clusters Score -662174.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -662552.437500 Penalty: 4362.833984
	Iteration 5F: 3 clusters Score -662552.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -662859.187500 Penalty: 4362.833984
	Iteration 6F: 3 clusters Score -662859.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -663099.687500 Penalty: 4362.833984
	Iteration 7Q: 3 clusters Score -663099.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -663261.312500 Penalty: 4362.833984
	Iteration 8Q: 3 clusters Score -663261.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -663364.687500 Penalty: 4362.833984
	Iteration 9Q: 3 clusters Score -663364.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -663434.000000 Penalty: 4362.833984
	Iteration 10Q: 3 clusters Score -663434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -663475.250000 Penalty: 4362.833984
	Iteration 11Q: 3 clusters Score -663475.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -663512.875000 Penalty: 4362.833984
	Iteration 12Q: 3 clusters Score -663512.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -663530.375000 Penalty: 4362.833984
	Iteration 13Q: 3 clusters Score -663530.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -663543.750000 Penalty: 4362.833984
	Iteration 14Q: 3 clusters Score -663543.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -663553.062500 Penalty: 4362.833984
	Iteration 15Q: 3 clusters Score -663553.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -663559.437500 Penalty: 4362.833984
	Iteration 16Q: 3 clusters Score -663559.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -663562.125000 Penalty: 4362.833984
	Iteration 17Q: 3 clusters Score -663562.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -663565.250000 Penalty: 4362.833984
	Iteration 18Q: 3 clusters Score -663565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -663567.125000 Penalty: 4362.833984
	Iteration 19Q: 3 clusters Score -663567.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -663571.625000 Penalty: 4362.833984
	Iteration 20F: 3 clusters Score -663571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -663572.312500 Penalty: 4362.833984
	Iteration 21Q: 3 clusters Score -663572.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -663574.812500 Penalty: 4362.833984
	Iteration 22Q: 3 clusters Score -663574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -663575.875000 Penalty: 4362.833984
	Iteration 23Q: 3 clusters Score -663575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -663578.500000 Penalty: 4362.833984
	Iteration 24Q: 3 clusters Score -663578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -663578.625000 Penalty: 4362.833984
	Iteration 25Q: 3 clusters Score -663578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -663579.125000 Penalty: 4362.833984
	Iteration 26Q: 3 clusters Score -663579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -663579.437500 Penalty: 4362.833984
	Iteration 27Q: 3 clusters Score -663579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -663582.562500 Penalty: 4362.833984
	Iteration 28Q: 3 clusters Score -663582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -663583.187500 Penalty: 4362.833984
	Iteration 29Q: 3 clusters Score -663583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -663583.312500 Penalty: 4362.833984
	Iteration 30Q: 3 clusters Score -663583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -663584.937500 Penalty: 4362.833984
	Iteration 31Q: 3 clusters Score -663584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -663584.625000 Penalty: 4362.833984
	Iteration 32Q: 3 clusters Score -663584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -663584.625000 Penalty: 4362.833984
	Iteration 33F: 3 clusters Score -663584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -649857.062500 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -649857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -644941.937500 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -644941.9 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -646149.375000 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -646149.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -646502.937500 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -646502.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -646805.625000 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -646805.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -647119.312500 Penalty: 4282.242188
	Iteration 4F: 3 clusters Score -647119.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -647425.562500 Penalty: 4282.242188
	Iteration 5F: 3 clusters Score -647425.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -647721.937500 Penalty: 4282.242188
	Iteration 6F: 3 clusters Score -647721.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -647945.187500 Penalty: 4282.242188
	Iteration 7Q: 3 clusters Score -647945.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -648088.312500 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -648088.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -648189.750000 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -648189.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -648247.562500 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -648247.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -648287.625000 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -648287.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -648322.937500 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -648322.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -648350.000000 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -648350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -648367.000000 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -648367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -648376.250000 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -648376.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -648383.000000 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -648383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -648391.625000 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -648391.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -648396.250000 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -648396.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -648402.375000 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -648402.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -648407.000000 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -648407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -648408.437500 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -648408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -648409.500000 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -648409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -648411.125000 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -648411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -648411.750000 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -648411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -648411.750000 Penalty: 4282.242188
	Iteration 25F: 3 clusters Score -648411.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -72447.679688 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -72447.68 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 287 members 
Entering Unmasked Estep 
Score: -71012.968750 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -71012.97 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71399.507812 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -71399.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71558.984375 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -71558.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71672.976562 Penalty: 3151.767578
	Iteration 3F: 3 clusters Score -71672.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71713.492188 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -71713.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71739.468750 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -71739.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71753.421875 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -71753.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71760.789062 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -71760.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71764.937500 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -71764.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71764.937500 Penalty: 3151.767578
	Iteration 9F: 3 clusters Score -71764.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Entering Unmasked Estep 
Score: -639957.125000 Penalty: 2138.636230
	Iteration 0F: 2 clusters Score -639957.1 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 2803 members 
Entering Unmasked Estep 
Score: -635105.812500 Penalty: 4277.272461
	Iteration 0F: 3 clusters Score -635105.8 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -636356.250000 Penalty: 4277.272461
	Iteration 1F: 3 clusters Score -636356.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -636652.187500 Penalty: 4277.272461
	Iteration 2F: 3 clusters Score -636652.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -636841.875000 Penalty: 4277.272461
	Iteration 3F: 3 clusters Score -636841.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -636995.062500 Penalty: 4277.272461
	Iteration 4Q: 3 clusters Score -636995.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -637122.812500 Penalty: 4277.272461
	Iteration 5Q: 3 clusters Score -637122.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -637243.875000 Penalty: 4277.272461
	Iteration 6Q: 3 clusters Score -637243.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -637351.625000 Penalty: 4277.272461
	Iteration 7Q: 3 clusters Score -637351.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -637446.187500 Penalty: 4277.272461
	Iteration 8Q: 3 clusters Score -637446.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -637541.187500 Penalty: 4277.272461
	Iteration 9Q: 3 clusters Score -637541.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -637618.937500 Penalty: 4277.272461
	Iteration 10Q: 3 clusters Score -637618.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -637680.562500 Penalty: 4277.272461
	Iteration 11Q: 3 clusters Score -637680.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -637740.750000 Penalty: 4277.272461
	Iteration 12Q: 3 clusters Score -637740.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -637794.312500 Penalty: 4277.272461
	Iteration 13Q: 3 clusters Score -637794.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -637826.875000 Penalty: 4277.272461
	Iteration 14Q: 3 clusters Score -637826.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -637861.687500 Penalty: 4277.272461
	Iteration 15Q: 3 clusters Score -637861.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -637897.375000 Penalty: 4277.272461
	Iteration 16Q: 3 clusters Score -637897.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -637919.000000 Penalty: 4277.272461
	Iteration 17Q: 3 clusters Score -637919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -637938.687500 Penalty: 4277.272461
	Iteration 18Q: 3 clusters Score -637938.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -637965.812500 Penalty: 4277.272461
	Iteration 19Q: 3 clusters Score -637965.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -637991.437500 Penalty: 4277.272461
	Iteration 20F: 3 clusters Score -637991.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -638012.375000 Penalty: 4277.272461
	Iteration 21Q: 3 clusters Score -638012.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -638029.875000 Penalty: 4277.272461
	Iteration 22Q: 3 clusters Score -638029.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -638043.312500 Penalty: 4277.272461
	Iteration 23Q: 3 clusters Score -638043.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -638054.625000 Penalty: 4277.272461
	Iteration 24Q: 3 clusters Score -638054.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -638062.625000 Penalty: 4277.272461
	Iteration 25Q: 3 clusters Score -638062.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -638074.562500 Penalty: 4277.272461
	Iteration 26Q: 3 clusters Score -638074.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -638083.000000 Penalty: 4277.272461
	Iteration 27Q: 3 clusters Score -638083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -638094.562500 Penalty: 4277.272461
	Iteration 28Q: 3 clusters Score -638094.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -638105.125000 Penalty: 4277.272461
	Iteration 29Q: 3 clusters Score -638105.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -638112.750000 Penalty: 4277.272461
	Iteration 30Q: 3 clusters Score -638112.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -638120.937500 Penalty: 4277.272461
	Iteration 31Q: 3 clusters Score -638120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -638125.187500 Penalty: 4277.272461
	Iteration 32Q: 3 clusters Score -638125.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -638130.750000 Penalty: 4277.272461
	Iteration 33Q: 3 clusters Score -638130.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -638136.500000 Penalty: 4277.272461
	Iteration 34Q: 3 clusters Score -638136.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -638139.437500 Penalty: 4277.272461
	Iteration 35Q: 3 clusters Score -638139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -638140.625000 Penalty: 4277.272461
	Iteration 36Q: 3 clusters Score -638140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -638141.000000 Penalty: 4277.272461
	Iteration 37Q: 3 clusters Score -638141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -638141.000000 Penalty: 4277.272461
	Iteration 38Q: 3 clusters Score -638141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -638141.250000 Penalty: 4277.272461
	Iteration 39Q: 3 clusters Score -638141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -638141.250000 Penalty: 4277.272461
	Iteration 40F: 3 clusters Score -638141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -638142.937500 Penalty: 4277.272461
	Iteration 41Q: 3 clusters Score -638142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -638143.812500 Penalty: 4277.272461
	Iteration 42Q: 3 clusters Score -638143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -638143.812500 Penalty: 4277.272461
	Iteration 43F: 3 clusters Score -638143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Entering Unmasked Estep 
Score: -877101.562500 Penalty: 2212.554443
	Iteration 0F: 2 clusters Score -877101.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -871053.250000 Penalty: 4425.108887
	Iteration 0F: 3 clusters Score -871053.2 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -872695.687500 Penalty: 4425.108887
	Iteration 1F: 3 clusters Score -872695.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -873016.187500 Penalty: 4425.108887
	Iteration 2F: 3 clusters Score -873016.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -873283.312500 Penalty: 4425.108887
	Iteration 3F: 3 clusters Score -873283.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -873545.375000 Penalty: 4425.108887
	Iteration 4F: 3 clusters Score -873545.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -873837.125000 Penalty: 4425.108887
	Iteration 5F: 3 clusters Score -873837.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -874121.125000 Penalty: 4425.108887
	Iteration 6F: 3 clusters Score -874121.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -874434.187500 Penalty: 4425.108887
	Iteration 7F: 3 clusters Score -874434.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -874744.875000 Penalty: 4425.108887
	Iteration 8F: 3 clusters Score -874744.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -874967.062500 Penalty: 4425.108887
	Iteration 9Q: 3 clusters Score -874967.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -875129.875000 Penalty: 4425.108887
	Iteration 10Q: 3 clusters Score -875129.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -875239.187500 Penalty: 4425.108887
	Iteration 11Q: 3 clusters Score -875239.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -875313.750000 Penalty: 4425.108887
	Iteration 12Q: 3 clusters Score -875313.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -875357.250000 Penalty: 4425.108887
	Iteration 13Q: 3 clusters Score -875357.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -875379.687500 Penalty: 4425.108887
	Iteration 14Q: 3 clusters Score -875379.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -875394.875000 Penalty: 4425.108887
	Iteration 15Q: 3 clusters Score -875394.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -875401.062500 Penalty: 4425.108887
	Iteration 16Q: 3 clusters Score -875401.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -875408.875000 Penalty: 4425.108887
	Iteration 17Q: 3 clusters Score -875408.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -875413.062500 Penalty: 4425.108887
	Iteration 18Q: 3 clusters Score -875413.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -875418.812500 Penalty: 4425.108887
	Iteration 19Q: 3 clusters Score -875418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -875423.437500 Penalty: 4425.108887
	Iteration 20F: 3 clusters Score -875423.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -875426.250000 Penalty: 4425.108887
	Iteration 21Q: 3 clusters Score -875426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -875428.312500 Penalty: 4425.108887
	Iteration 22Q: 3 clusters Score -875428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -875428.937500 Penalty: 4425.108887
	Iteration 23Q: 3 clusters Score -875428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -875432.687500 Penalty: 4425.108887
	Iteration 24Q: 3 clusters Score -875432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -875436.375000 Penalty: 4425.108887
	Iteration 25Q: 3 clusters Score -875436.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -875438.687500 Penalty: 4425.108887
	Iteration 26Q: 3 clusters Score -875438.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -875441.375000 Penalty: 4425.108887
	Iteration 27Q: 3 clusters Score -875441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -875443.500000 Penalty: 4425.108887
	Iteration 28Q: 3 clusters Score -875443.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -875444.937500 Penalty: 4425.108887
	Iteration 29Q: 3 clusters Score -875444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -875446.687500 Penalty: 4425.108887
	Iteration 30Q: 3 clusters Score -875446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -875446.000000 Penalty: 4425.108887
	Iteration 31Q: 3 clusters Score -875446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -875445.062500 Penalty: 4425.108887
	Iteration 32Q: 3 clusters Score -875445.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -875448.437500 Penalty: 4425.108887
	Iteration 33Q: 3 clusters Score -875448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -875451.375000 Penalty: 4425.108887
	Iteration 34Q: 3 clusters Score -875451.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -875450.937500 Penalty: 4425.108887
	Iteration 35Q: 3 clusters Score -875450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -875451.937500 Penalty: 4425.108887
	Iteration 36Q: 3 clusters Score -875451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -875452.562500 Penalty: 4425.108887
	Iteration 37Q: 3 clusters Score -875452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -875452.500000 Penalty: 4425.108887
	Iteration 38Q: 3 clusters Score -875452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -875450.312500 Penalty: 4425.108887
	Iteration 39Q: 3 clusters Score -875450.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -875450.312500 Penalty: 4425.108887
	Iteration 40F: 3 clusters Score -875450.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Entering Unmasked Estep 
Score: -1008786.250000 Penalty: 2247.278809
	Iteration 0F: 2 clusters Score -1008786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1002042.687500 Penalty: 4494.557617
	Iteration 0F: 3 clusters Score -1002043 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1003943.187500 Penalty: 4494.557617
	Iteration 1F: 3 clusters Score -1003943 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1004241.250000 Penalty: 4494.557617
	Iteration 2F: 3 clusters Score -1004241 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1004458.750000 Penalty: 4494.557617
	Iteration 3Q: 3 clusters Score -1004459 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1004617.875000 Penalty: 4494.557617
	Iteration 4Q: 3 clusters Score -1004618 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1004746.250000 Penalty: 4494.557617
	Iteration 5Q: 3 clusters Score -1004746 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1004843.812500 Penalty: 4494.557617
	Iteration 6Q: 3 clusters Score -1004844 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1004928.750000 Penalty: 4494.557617
	Iteration 7Q: 3 clusters Score -1004929 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1005021.375000 Penalty: 4494.557617
	Iteration 8Q: 3 clusters Score -1005021 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1005107.687500 Penalty: 4494.557617
	Iteration 9Q: 3 clusters Score -1005108 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1005202.312500 Penalty: 4494.557617
	Iteration 10Q: 3 clusters Score -1005202 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1005304.062500 Penalty: 4494.557617
	Iteration 11Q: 3 clusters Score -1005304 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1005414.875000 Penalty: 4494.557617
	Iteration 12Q: 3 clusters Score -1005415 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1005534.750000 Penalty: 4494.557617
	Iteration 13Q: 3 clusters Score -1005535 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1005670.812500 Penalty: 4494.557617
	Iteration 14Q: 3 clusters Score -1005671 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1005815.750000 Penalty: 4494.557617
	Iteration 15Q: 3 clusters Score -1005816 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1005949.812500 Penalty: 4494.557617
	Iteration 16Q: 3 clusters Score -1005950 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1006078.312500 Penalty: 4494.557617
	Iteration 17Q: 3 clusters Score -1006078 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1006200.187500 Penalty: 4494.557617
	Iteration 18Q: 3 clusters Score -1006200 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1006319.375000 Penalty: 4494.557617
	Iteration 19Q: 3 clusters Score -1006319 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1006418.812500 Penalty: 4494.557617
	Iteration 20F: 3 clusters Score -1006419 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1006510.375000 Penalty: 4494.557617
	Iteration 21Q: 3 clusters Score -1006510 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1006577.750000 Penalty: 4494.557617
	Iteration 22Q: 3 clusters Score -1006578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1006637.562500 Penalty: 4494.557617
	Iteration 23Q: 3 clusters Score -1006638 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1006684.812500 Penalty: 4494.557617
	Iteration 24Q: 3 clusters Score -1006685 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1006739.812500 Penalty: 4494.557617
	Iteration 25Q: 3 clusters Score -1006740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1006783.375000 Penalty: 4494.557617
	Iteration 26Q: 3 clusters Score -1006783 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1006824.125000 Penalty: 4494.557617
	Iteration 27Q: 3 clusters Score -1006824 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1006868.937500 Penalty: 4494.557617
	Iteration 28Q: 3 clusters Score -1006869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1006920.437500 Penalty: 4494.557617
	Iteration 29Q: 3 clusters Score -1006920 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1006959.000000 Penalty: 4494.557617
	Iteration 30Q: 3 clusters Score -1006959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1006993.937500 Penalty: 4494.557617
	Iteration 31Q: 3 clusters Score -1006994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1007017.437500 Penalty: 4494.557617
	Iteration 32Q: 3 clusters Score -1007017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1007031.187500 Penalty: 4494.557617
	Iteration 33Q: 3 clusters Score -1007031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1007036.875000 Penalty: 4494.557617
	Iteration 34Q: 3 clusters Score -1007037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1007043.375000 Penalty: 4494.557617
	Iteration 35Q: 3 clusters Score -1007043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1007050.812500 Penalty: 4494.557617
	Iteration 36Q: 3 clusters Score -1007051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1007054.125000 Penalty: 4494.557617
	Iteration 37Q: 3 clusters Score -1007054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1007056.500000 Penalty: 4494.557617
	Iteration 38Q: 3 clusters Score -1007056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1007061.000000 Penalty: 4494.557617
	Iteration 39Q: 3 clusters Score -1007061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1007063.687500 Penalty: 4494.557617
	Iteration 40F: 3 clusters Score -1007064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1007067.750000 Penalty: 4494.557617
	Iteration 41Q: 3 clusters Score -1007068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1007069.875000 Penalty: 4494.557617
	Iteration 42Q: 3 clusters Score -1007070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1007068.687500 Penalty: 4494.557617
	Iteration 43Q: 3 clusters Score -1007069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1007069.687500 Penalty: 4494.557617
	Iteration 44Q: 3 clusters Score -1007070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1007069.687500 Penalty: 4494.557617
	Iteration 45F: 3 clusters Score -1007070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -299489.875000 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -299489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -296847.062500 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -296847.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -297762.812500 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -297762.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -298343.812500 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -298343.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -298750.937500 Penalty: 3793.774902
	Iteration 3F: 3 clusters Score -298750.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -299046.500000 Penalty: 3793.774902
	Iteration 4F: 3 clusters Score -299046.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -299245.937500 Penalty: 3793.774902
	Iteration 5Q: 3 clusters Score -299245.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -299340.750000 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -299340.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -299394.250000 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -299394.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -299438.093750 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -299438.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -299469.343750 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -299469.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -299483.000000 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -299483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -299489.093750 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -299489.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -299495.281250 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -299495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -299500.625000 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -299500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -299501.843750 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -299501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -299503.031250 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -299503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -299503.031250 Penalty: 3793.774902
	Iteration 16F: 3 clusters Score -299503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27986 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21763 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26382 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188720 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 43955 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19114 members 
Mstep: Class 25 contains 8821 members 
Mstep: Class 26 contains 37309 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169671 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39312 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9427 members 
Mstep: Class 35 contains 11796 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 1120 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10758 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15268 members 
Mstep: Class 55 contains 184223 members 
Mstep: Class 56 contains 25493 members 
Mstep: Class 57 contains 5181 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4074 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9170 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 978 members 
Entering Unmasked Estep 
Score: -133767792.000000 Penalty: 253084.625000
Splitting cluster 48 changes total score from -133769464.000000 to -133767792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -502557.937500 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -502557.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -498444.625000 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -498444.6 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -499377.906250 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -499377.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -499663.500000 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -499663.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -499864.750000 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -499864.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -500008.062500 Penalty: 4159.089355
	Iteration 4Q: 3 clusters Score -500008.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -500130.031250 Penalty: 4159.089355
	Iteration 5Q: 3 clusters Score -500130 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -500222.687500 Penalty: 4159.089355
	Iteration 6Q: 3 clusters Score -500222.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -500302.187500 Penalty: 4159.089355
	Iteration 7Q: 3 clusters Score -500302.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -500365.187500 Penalty: 4159.089355
	Iteration 8Q: 3 clusters Score -500365.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -500423.812500 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -500423.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -500464.375000 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -500464.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -500483.906250 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -500483.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -500503.125000 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -500503.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -500515.656250 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -500515.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -500522.687500 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -500522.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -500528.156250 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -500528.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -500537.031250 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -500537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -500542.062500 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -500542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -500547.125000 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -500547.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -500550.750000 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -500550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -500554.593750 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -500554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -500557.625000 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -500557.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -500563.281250 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -500563.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -500568.468750 Penalty: 4159.089355
	Iteration 23Q: 3 clusters Score -500568.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -500571.218750 Penalty: 4159.089355
	Iteration 24Q: 3 clusters Score -500571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -500575.656250 Penalty: 4159.089355
	Iteration 25Q: 3 clusters Score -500575.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -500578.937500 Penalty: 4159.089355
	Iteration 26Q: 3 clusters Score -500578.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -500580.093750 Penalty: 4159.089355
	Iteration 27Q: 3 clusters Score -500580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -500582.781250 Penalty: 4159.089355
	Iteration 28Q: 3 clusters Score -500582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -500584.437500 Penalty: 4159.089355
	Iteration 29Q: 3 clusters Score -500584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -500585.343750 Penalty: 4159.089355
	Iteration 30Q: 3 clusters Score -500585.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -500588.656250 Penalty: 4159.089355
	Iteration 31Q: 3 clusters Score -500588.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -500590.156250 Penalty: 4159.089355
	Iteration 32Q: 3 clusters Score -500590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -500591.781250 Penalty: 4159.089355
	Iteration 33Q: 3 clusters Score -500591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -500594.250000 Penalty: 4159.089355
	Iteration 34Q: 3 clusters Score -500594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -500595.375000 Penalty: 4159.089355
	Iteration 35Q: 3 clusters Score -500595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -500596.312500 Penalty: 4159.089355
	Iteration 36Q: 3 clusters Score -500596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -500597.218750 Penalty: 4159.089355
	Iteration 37Q: 3 clusters Score -500597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -500596.812500 Penalty: 4159.089355
	Iteration 38Q: 3 clusters Score -500596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -500596.812500 Penalty: 4159.089355
	Iteration 39F: 3 clusters Score -500596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -753017.750000 Penalty: 2169.027832
	Iteration 0F: 2 clusters Score -753017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -747654.250000 Penalty: 4338.055664
	Iteration 0F: 3 clusters Score -747654.2 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -749016.562500 Penalty: 4338.055664
	Iteration 1F: 3 clusters Score -749016.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -749231.062500 Penalty: 4338.055664
	Iteration 2F: 3 clusters Score -749231.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -749379.875000 Penalty: 4338.055664
	Iteration 3Q: 3 clusters Score -749379.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -749487.187500 Penalty: 4338.055664
	Iteration 4Q: 3 clusters Score -749487.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -749561.250000 Penalty: 4338.055664
	Iteration 5Q: 3 clusters Score -749561.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -749635.875000 Penalty: 4338.055664
	Iteration 6Q: 3 clusters Score -749635.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -749705.562500 Penalty: 4338.055664
	Iteration 7Q: 3 clusters Score -749705.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -749764.500000 Penalty: 4338.055664
	Iteration 8Q: 3 clusters Score -749764.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -749821.937500 Penalty: 4338.055664
	Iteration 9Q: 3 clusters Score -749821.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -749872.062500 Penalty: 4338.055664
	Iteration 10Q: 3 clusters Score -749872.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -749930.437500 Penalty: 4338.055664
	Iteration 11Q: 3 clusters Score -749930.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -749980.937500 Penalty: 4338.055664
	Iteration 12Q: 3 clusters Score -749980.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -750025.437500 Penalty: 4338.055664
	Iteration 13Q: 3 clusters Score -750025.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -750064.000000 Penalty: 4338.055664
	Iteration 14Q: 3 clusters Score -750064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -750106.000000 Penalty: 4338.055664
	Iteration 15Q: 3 clusters Score -750106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -750148.812500 Penalty: 4338.055664
	Iteration 16Q: 3 clusters Score -750148.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -750185.312500 Penalty: 4338.055664
	Iteration 17Q: 3 clusters Score -750185.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -750220.250000 Penalty: 4338.055664
	Iteration 18Q: 3 clusters Score -750220.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -750260.500000 Penalty: 4338.055664
	Iteration 19Q: 3 clusters Score -750260.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -750297.187500 Penalty: 4338.055664
	Iteration 20F: 3 clusters Score -750297.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -750335.062500 Penalty: 4338.055664
	Iteration 21Q: 3 clusters Score -750335.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -750375.062500 Penalty: 4338.055664
	Iteration 22Q: 3 clusters Score -750375.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -750417.125000 Penalty: 4338.055664
	Iteration 23Q: 3 clusters Score -750417.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -750466.187500 Penalty: 4338.055664
	Iteration 24Q: 3 clusters Score -750466.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -750514.500000 Penalty: 4338.055664
	Iteration 25Q: 3 clusters Score -750514.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -750560.562500 Penalty: 4338.055664
	Iteration 26Q: 3 clusters Score -750560.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -750607.375000 Penalty: 4338.055664
	Iteration 27Q: 3 clusters Score -750607.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -750649.562500 Penalty: 4338.055664
	Iteration 28Q: 3 clusters Score -750649.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -750690.687500 Penalty: 4338.055664
	Iteration 29Q: 3 clusters Score -750690.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -750738.562500 Penalty: 4338.055664
	Iteration 30Q: 3 clusters Score -750738.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -750788.687500 Penalty: 4338.055664
	Iteration 31Q: 3 clusters Score -750788.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -750830.375000 Penalty: 4338.055664
	Iteration 32Q: 3 clusters Score -750830.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -750866.625000 Penalty: 4338.055664
	Iteration 33Q: 3 clusters Score -750866.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -750894.687500 Penalty: 4338.055664
	Iteration 34Q: 3 clusters Score -750894.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -750917.687500 Penalty: 4338.055664
	Iteration 35Q: 3 clusters Score -750917.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -750931.812500 Penalty: 4338.055664
	Iteration 36Q: 3 clusters Score -750931.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -750948.250000 Penalty: 4338.055664
	Iteration 37Q: 3 clusters Score -750948.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -750968.812500 Penalty: 4338.055664
	Iteration 38Q: 3 clusters Score -750968.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -750983.187500 Penalty: 4338.055664
	Iteration 39Q: 3 clusters Score -750983.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -750999.250000 Penalty: 4338.055664
	Iteration 40F: 3 clusters Score -750999.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -751008.812500 Penalty: 4338.055664
	Iteration 41Q: 3 clusters Score -751008.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -751018.937500 Penalty: 4338.055664
	Iteration 42Q: 3 clusters Score -751018.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -751027.500000 Penalty: 4338.055664
	Iteration 43Q: 3 clusters Score -751027.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -751033.437500 Penalty: 4338.055664
	Iteration 44Q: 3 clusters Score -751033.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -751038.562500 Penalty: 4338.055664
	Iteration 45Q: 3 clusters Score -751038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -751046.687500 Penalty: 4338.055664
	Iteration 46Q: 3 clusters Score -751046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -751048.062500 Penalty: 4338.055664
	Iteration 47Q: 3 clusters Score -751048.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -751053.437500 Penalty: 4338.055664
	Iteration 48Q: 3 clusters Score -751053.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -751057.750000 Penalty: 4338.055664
	Iteration 49Q: 3 clusters Score -751057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -751059.125000 Penalty: 4338.055664
	Iteration 50Q: 3 clusters Score -751059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -751060.562500 Penalty: 4338.055664
	Iteration 51Q: 3 clusters Score -751060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -751060.562500 Penalty: 4338.055664
	Iteration 52F: 3 clusters Score -751060.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -35260.398438 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -35260.4 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 193 members 
Entering Unmasked Estep 
Score: -33902.914062 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -33902.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34108.984375 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -34108.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34183.730469 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -34183.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34221.933594 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -34221.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34251.066406 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -34251.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34254.742188 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -34254.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34255.984375 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -34255.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34255.984375 Penalty: 2970.524658
	Iteration 7F: 3 clusters Score -34255.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (10758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Entering Unmasked Estep 
Score: -1217566.250000 Penalty: 2302.284424
	Iteration 0F: 2 clusters Score -1217566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1209456.875000 Penalty: 4604.568848
	Iteration 0F: 3 clusters Score -1209457 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1211936.250000 Penalty: 4604.568848
	Iteration 1F: 3 clusters Score -1211936 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1212381.750000 Penalty: 4604.568848
	Iteration 2F: 3 clusters Score -1212382 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1212784.750000 Penalty: 4604.568848
	Iteration 3F: 3 clusters Score -1212785 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1213297.000000 Penalty: 4604.568848
	Iteration 4F: 3 clusters Score -1213297 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1213912.625000 Penalty: 4604.568848
	Iteration 5F: 3 clusters Score -1213913 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1214474.875000 Penalty: 4604.568848
	Iteration 6F: 3 clusters Score -1214475 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1214893.000000 Penalty: 4604.568848
	Iteration 7F: 3 clusters Score -1214893 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1215183.875000 Penalty: 4604.568848
	Iteration 8Q: 3 clusters Score -1215184 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1215373.375000 Penalty: 4604.568848
	Iteration 9Q: 3 clusters Score -1215373 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1215515.250000 Penalty: 4604.568848
	Iteration 10Q: 3 clusters Score -1215515 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1215619.875000 Penalty: 4604.568848
	Iteration 11Q: 3 clusters Score -1215620 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1215705.125000 Penalty: 4604.568848
	Iteration 12Q: 3 clusters Score -1215705 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1215778.875000 Penalty: 4604.568848
	Iteration 13Q: 3 clusters Score -1215779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1215838.625000 Penalty: 4604.568848
	Iteration 14Q: 3 clusters Score -1215839 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1215880.500000 Penalty: 4604.568848
	Iteration 15Q: 3 clusters Score -1215880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1215913.625000 Penalty: 4604.568848
	Iteration 16Q: 3 clusters Score -1215914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1215946.625000 Penalty: 4604.568848
	Iteration 17Q: 3 clusters Score -1215947 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1215971.500000 Penalty: 4604.568848
	Iteration 18Q: 3 clusters Score -1215972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1215987.000000 Penalty: 4604.568848
	Iteration 19Q: 3 clusters Score -1215987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1216000.875000 Penalty: 4604.568848
	Iteration 20F: 3 clusters Score -1216001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1216010.250000 Penalty: 4604.568848
	Iteration 21Q: 3 clusters Score -1216010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1216018.125000 Penalty: 4604.568848
	Iteration 22Q: 3 clusters Score -1216018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1216024.875000 Penalty: 4604.568848
	Iteration 23Q: 3 clusters Score -1216025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1216028.875000 Penalty: 4604.568848
	Iteration 24Q: 3 clusters Score -1216029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1216034.875000 Penalty: 4604.568848
	Iteration 25Q: 3 clusters Score -1216035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1216038.000000 Penalty: 4604.568848
	Iteration 26Q: 3 clusters Score -1216038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1216039.500000 Penalty: 4604.568848
	Iteration 27Q: 3 clusters Score -1216040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1216044.250000 Penalty: 4604.568848
	Iteration 28Q: 3 clusters Score -1216044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1216048.625000 Penalty: 4604.568848
	Iteration 29Q: 3 clusters Score -1216049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1216050.250000 Penalty: 4604.568848
	Iteration 30Q: 3 clusters Score -1216050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1216049.125000 Penalty: 4604.568848
	Iteration 31Q: 3 clusters Score -1216049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1216050.375000 Penalty: 4604.568848
	Iteration 32Q: 3 clusters Score -1216050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1216052.875000 Penalty: 4604.568848
	Iteration 33Q: 3 clusters Score -1216053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1216055.375000 Penalty: 4604.568848
	Iteration 34Q: 3 clusters Score -1216055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1216061.375000 Penalty: 4604.568848
	Iteration 35Q: 3 clusters Score -1216061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1216067.250000 Penalty: 4604.568848
	Iteration 36Q: 3 clusters Score -1216067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1216072.000000 Penalty: 4604.568848
	Iteration 37Q: 3 clusters Score -1216072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1216074.000000 Penalty: 4604.568848
	Iteration 38Q: 3 clusters Score -1216074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1216078.625000 Penalty: 4604.568848
	Iteration 39Q: 3 clusters Score -1216079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1216082.875000 Penalty: 4604.568848
	Iteration 40F: 3 clusters Score -1216083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1216093.125000 Penalty: 4604.568848
	Iteration 41Q: 3 clusters Score -1216093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1216097.500000 Penalty: 4604.568848
	Iteration 42Q: 3 clusters Score -1216098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1216105.125000 Penalty: 4604.568848
	Iteration 43Q: 3 clusters Score -1216105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1216117.000000 Penalty: 4604.568848
	Iteration 44Q: 3 clusters Score -1216117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1216127.000000 Penalty: 4604.568848
	Iteration 45Q: 3 clusters Score -1216127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1216137.125000 Penalty: 4604.568848
	Iteration 46Q: 3 clusters Score -1216137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1216152.000000 Penalty: 4604.568848
	Iteration 47Q: 3 clusters Score -1216152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1216169.750000 Penalty: 4604.568848
	Iteration 48Q: 3 clusters Score -1216170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1216197.750000 Penalty: 4604.568848
	Iteration 49Q: 3 clusters Score -1216198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1216222.125000 Penalty: 4604.568848
	Iteration 50Q: 3 clusters Score -1216222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1216261.125000 Penalty: 4604.568848
	Iteration 51Q: 3 clusters Score -1216261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1216294.625000 Penalty: 4604.568848
	Iteration 52Q: 3 clusters Score -1216295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1216329.875000 Penalty: 4604.568848
	Iteration 53Q: 3 clusters Score -1216330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1216358.500000 Penalty: 4604.568848
	Iteration 54Q: 3 clusters Score -1216358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1216380.000000 Penalty: 4604.568848
	Iteration 55Q: 3 clusters Score -1216380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1216395.875000 Penalty: 4604.568848
	Iteration 56Q: 3 clusters Score -1216396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1216407.875000 Penalty: 4604.568848
	Iteration 57Q: 3 clusters Score -1216408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1216419.875000 Penalty: 4604.568848
	Iteration 58Q: 3 clusters Score -1216420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1216426.375000 Penalty: 4604.568848
	Iteration 59Q: 3 clusters Score -1216426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1216438.500000 Penalty: 4604.568848
	Iteration 60F: 3 clusters Score -1216438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1216448.250000 Penalty: 4604.568848
	Iteration 61Q: 3 clusters Score -1216448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1216466.625000 Penalty: 4604.568848
	Iteration 62Q: 3 clusters Score -1216467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1216494.500000 Penalty: 4604.568848
	Iteration 63Q: 3 clusters Score -1216494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1216532.500000 Penalty: 4604.568848
	Iteration 64Q: 3 clusters Score -1216532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1216562.125000 Penalty: 4604.568848
	Iteration 65Q: 3 clusters Score -1216562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1216577.875000 Penalty: 4604.568848
	Iteration 66Q: 3 clusters Score -1216578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1216587.125000 Penalty: 4604.568848
	Iteration 67Q: 3 clusters Score -1216587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1216589.625000 Penalty: 4604.568848
	Iteration 68Q: 3 clusters Score -1216590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1216592.750000 Penalty: 4604.568848
	Iteration 69Q: 3 clusters Score -1216593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1216598.750000 Penalty: 4604.568848
	Iteration 70Q: 3 clusters Score -1216599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1216601.750000 Penalty: 4604.568848
	Iteration 71Q: 3 clusters Score -1216602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1216604.250000 Penalty: 4604.568848
	Iteration 72Q: 3 clusters Score -1216604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1216606.125000 Penalty: 4604.568848
	Iteration 73Q: 3 clusters Score -1216606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1216606.875000 Penalty: 4604.568848
	Iteration 74Q: 3 clusters Score -1216607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1216607.625000 Penalty: 4604.568848
	Iteration 75Q: 3 clusters Score -1216608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1216609.000000 Penalty: 4604.568848
	Iteration 76Q: 3 clusters Score -1216609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1216608.375000 Penalty: 4604.568848
	Iteration 77Q: 3 clusters Score -1216608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1216609.250000 Penalty: 4604.568848
	Iteration 78Q: 3 clusters Score -1216609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1216609.250000 Penalty: 4604.568848
	Iteration 79F: 3 clusters Score -1216609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -35738.613281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -35738.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34529.613281 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -34529.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34696.777344 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -34696.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34786.503906 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -34786.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34866.515625 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -34866.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34939.234375 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -34939.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35015.335938 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -35015.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35051.617188 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -35051.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35083.656250 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -35083.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35095.371094 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -35095.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35097.664062 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -35097.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35097.664062 Penalty: 2886.761230
	Iteration 10F: 3 clusters Score -35097.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (15268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Entering Unmasked Estep 
Score: -1775154.250000 Penalty: 2389.111572
	Iteration 0F: 2 clusters Score -1775154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1764073.500000 Penalty: 4778.223145
	Iteration 0F: 3 clusters Score -1764074 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1767582.625000 Penalty: 4778.223145
	Iteration 1F: 3 clusters Score -1767583 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1767910.500000 Penalty: 4778.223145
	Iteration 2F: 3 clusters Score -1767910 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1768168.625000 Penalty: 4778.223145
	Iteration 3Q: 3 clusters Score -1768169 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1768370.250000 Penalty: 4778.223145
	Iteration 4Q: 3 clusters Score -1768370 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1768545.625000 Penalty: 4778.223145
	Iteration 5Q: 3 clusters Score -1768546 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1768740.750000 Penalty: 4778.223145
	Iteration 6Q: 3 clusters Score -1768741 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1768932.875000 Penalty: 4778.223145
	Iteration 7Q: 3 clusters Score -1768933 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1769151.500000 Penalty: 4778.223145
	Iteration 8Q: 3 clusters Score -1769152 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1769450.875000 Penalty: 4778.223145
	Iteration 9Q: 3 clusters Score -1769451 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1769815.500000 Penalty: 4778.223145
	Iteration 10Q: 3 clusters Score -1769816 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1770227.750000 Penalty: 4778.223145
	Iteration 11Q: 3 clusters Score -1770228 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1770675.125000 Penalty: 4778.223145
	Iteration 12Q: 3 clusters Score -1770675 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1771096.750000 Penalty: 4778.223145
	Iteration 13Q: 3 clusters Score -1771097 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1771435.125000 Penalty: 4778.223145
	Iteration 14Q: 3 clusters Score -1771435 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1771708.750000 Penalty: 4778.223145
	Iteration 15Q: 3 clusters Score -1771709 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1771927.500000 Penalty: 4778.223145
	Iteration 16Q: 3 clusters Score -1771928 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1772092.125000 Penalty: 4778.223145
	Iteration 17Q: 3 clusters Score -1772092 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1772227.750000 Penalty: 4778.223145
	Iteration 18Q: 3 clusters Score -1772228 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1772356.375000 Penalty: 4778.223145
	Iteration 19Q: 3 clusters Score -1772356 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1772453.125000 Penalty: 4778.223145
	Iteration 20F: 3 clusters Score -1772453 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1772555.500000 Penalty: 4778.223145
	Iteration 21Q: 3 clusters Score -1772556 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1772661.125000 Penalty: 4778.223145
	Iteration 22Q: 3 clusters Score -1772661 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1772771.750000 Penalty: 4778.223145
	Iteration 23Q: 3 clusters Score -1772772 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1772866.500000 Penalty: 4778.223145
	Iteration 24Q: 3 clusters Score -1772866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1772975.500000 Penalty: 4778.223145
	Iteration 25Q: 3 clusters Score -1772976 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1773082.750000 Penalty: 4778.223145
	Iteration 26Q: 3 clusters Score -1773083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1773166.500000 Penalty: 4778.223145
	Iteration 27Q: 3 clusters Score -1773166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1773218.375000 Penalty: 4778.223145
	Iteration 28Q: 3 clusters Score -1773218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1773253.375000 Penalty: 4778.223145
	Iteration 29Q: 3 clusters Score -1773253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1773276.250000 Penalty: 4778.223145
	Iteration 30Q: 3 clusters Score -1773276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1773303.125000 Penalty: 4778.223145
	Iteration 31Q: 3 clusters Score -1773303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1773320.375000 Penalty: 4778.223145
	Iteration 32Q: 3 clusters Score -1773320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1773327.125000 Penalty: 4778.223145
	Iteration 33Q: 3 clusters Score -1773327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1773326.000000 Penalty: 4778.223145
	Iteration 34Q: 3 clusters Score -1773326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1773329.000000 Penalty: 4778.223145
	Iteration 35Q: 3 clusters Score -1773329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1773332.125000 Penalty: 4778.223145
	Iteration 36Q: 3 clusters Score -1773332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1773332.000000 Penalty: 4778.223145
	Iteration 37Q: 3 clusters Score -1773332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1773336.500000 Penalty: 4778.223145
	Iteration 38Q: 3 clusters Score -1773336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1773334.375000 Penalty: 4778.223145
	Iteration 39Q: 3 clusters Score -1773334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1773335.375000 Penalty: 4778.223145
	Iteration 40F: 3 clusters Score -1773335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (184223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184223 members 
Entering Unmasked Estep 
Score: -21753528.000000 Penalty: 3006.727783
	Iteration 0F: 2 clusters Score -2.175353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -21632470.000000 Penalty: 6013.455566
	Iteration 0F: 3 clusters Score -2.163247e+07 nChanged 88157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 91485 members 
Entering Unmasked Estep 
Score: -21684704.000000 Penalty: 6013.455566
	Iteration 1F: 3 clusters Score -2.16847e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93476 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -21686530.000000 Penalty: 6013.455566
	Iteration 2Q: 3 clusters Score -2.168653e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94670 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -21689186.000000 Penalty: 6013.455566
	Iteration 3Q: 3 clusters Score -2.168919e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -21692546.000000 Penalty: 6013.455566
	Iteration 4Q: 3 clusters Score -2.169255e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -21697344.000000 Penalty: 6013.455566
	Iteration 5F: 3 clusters Score -2.169734e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -21702802.000000 Penalty: 6013.455566
	Iteration 6F: 3 clusters Score -2.17028e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -21708856.000000 Penalty: 6013.455566
	Iteration 7F: 3 clusters Score -2.170886e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111143 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -21714452.000000 Penalty: 6013.455566
	Iteration 8F: 3 clusters Score -2.171445e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -21718942.000000 Penalty: 6013.455566
	Iteration 9Q: 3 clusters Score -2.171894e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116516 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -21722594.000000 Penalty: 6013.455566
	Iteration 10Q: 3 clusters Score -2.172259e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118445 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -21725456.000000 Penalty: 6013.455566
	Iteration 11Q: 3 clusters Score -2.172546e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -21727524.000000 Penalty: 6013.455566
	Iteration 12Q: 3 clusters Score -2.172752e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -21729178.000000 Penalty: 6013.455566
	Iteration 13Q: 3 clusters Score -2.172918e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124700 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -21730174.000000 Penalty: 6013.455566
	Iteration 14Q: 3 clusters Score -2.173017e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -21731174.000000 Penalty: 6013.455566
	Iteration 15Q: 3 clusters Score -2.173117e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129338 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -21732086.000000 Penalty: 6013.455566
	Iteration 16Q: 3 clusters Score -2.173209e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131807 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -21733034.000000 Penalty: 6013.455566
	Iteration 17Q: 3 clusters Score -2.173303e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -21733862.000000 Penalty: 6013.455566
	Iteration 18Q: 3 clusters Score -2.173386e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136930 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -21734654.000000 Penalty: 6013.455566
	Iteration 19Q: 3 clusters Score -2.173465e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139542 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -21735620.000000 Penalty: 6013.455566
	Iteration 20F: 3 clusters Score -2.173562e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142216 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -21736438.000000 Penalty: 6013.455566
	Iteration 21Q: 3 clusters Score -2.173644e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144923 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -21737418.000000 Penalty: 6013.455566
	Iteration 22Q: 3 clusters Score -2.173742e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147595 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -21738414.000000 Penalty: 6013.455566
	Iteration 23Q: 3 clusters Score -2.173841e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150269 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -21739430.000000 Penalty: 6013.455566
	Iteration 24Q: 3 clusters Score -2.173943e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152848 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -21740276.000000 Penalty: 6013.455566
	Iteration 25Q: 3 clusters Score -2.174028e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155346 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -21741224.000000 Penalty: 6013.455566
	Iteration 26Q: 3 clusters Score -2.174122e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157878 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -21742244.000000 Penalty: 6013.455566
	Iteration 27Q: 3 clusters Score -2.174224e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160313 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -21743242.000000 Penalty: 6013.455566
	Iteration 28Q: 3 clusters Score -2.174324e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162679 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -21744226.000000 Penalty: 6013.455566
	Iteration 29Q: 3 clusters Score -2.174423e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164919 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -21745220.000000 Penalty: 6013.455566
	Iteration 30Q: 3 clusters Score -2.174522e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167012 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -21746134.000000 Penalty: 6013.455566
	Iteration 31Q: 3 clusters Score -2.174613e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -21746916.000000 Penalty: 6013.455566
	Iteration 32Q: 3 clusters Score -2.174692e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170747 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -21747620.000000 Penalty: 6013.455566
	Iteration 33Q: 3 clusters Score -2.174762e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172321 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -21748288.000000 Penalty: 6013.455566
	Iteration 34Q: 3 clusters Score -2.174829e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173664 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -21748794.000000 Penalty: 6013.455566
	Iteration 35Q: 3 clusters Score -2.174879e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174869 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -21749044.000000 Penalty: 6013.455566
	Iteration 36Q: 3 clusters Score -2.174904e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175956 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -21749490.000000 Penalty: 6013.455566
	Iteration 37Q: 3 clusters Score -2.174949e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176927 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -21749794.000000 Penalty: 6013.455566
	Iteration 38Q: 3 clusters Score -2.174979e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177755 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -21750064.000000 Penalty: 6013.455566
	Iteration 39Q: 3 clusters Score -2.175006e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178437 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -21750282.000000 Penalty: 6013.455566
	Iteration 40F: 3 clusters Score -2.175028e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179033 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -21750464.000000 Penalty: 6013.455566
	Iteration 41Q: 3 clusters Score -2.175046e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179527 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -21750574.000000 Penalty: 6013.455566
	Iteration 42Q: 3 clusters Score -2.175057e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179970 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -21750658.000000 Penalty: 6013.455566
	Iteration 43Q: 3 clusters Score -2.175066e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180350 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -21750790.000000 Penalty: 6013.455566
	Iteration 44Q: 3 clusters Score -2.175079e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180679 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -21750876.000000 Penalty: 6013.455566
	Iteration 45Q: 3 clusters Score -2.175088e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180967 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -21750930.000000 Penalty: 6013.455566
	Iteration 46Q: 3 clusters Score -2.175093e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181211 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -21751038.000000 Penalty: 6013.455566
	Iteration 47Q: 3 clusters Score -2.175104e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181402 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -21751114.000000 Penalty: 6013.455566
	Iteration 48Q: 3 clusters Score -2.175111e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181574 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21751228.000000 Penalty: 6013.455566
	Iteration 49Q: 3 clusters Score -2.175123e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181724 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -21751304.000000 Penalty: 6013.455566
	Iteration 50Q: 3 clusters Score -2.17513e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181846 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -21751354.000000 Penalty: 6013.455566
	Iteration 51Q: 3 clusters Score -2.175135e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181947 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21751358.000000 Penalty: 6013.455566
	Iteration 52Q: 3 clusters Score -2.175136e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182025 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -21751378.000000 Penalty: 6013.455566
	Iteration 53Q: 3 clusters Score -2.175138e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182101 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -21751438.000000 Penalty: 6013.455566
	Iteration 54Q: 3 clusters Score -2.175144e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182181 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -21751438.000000 Penalty: 6013.455566
	Iteration 55Q: 3 clusters Score -2.175144e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182255 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -21751474.000000 Penalty: 6013.455566
	Iteration 56Q: 3 clusters Score -2.175147e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182313 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21751498.000000 Penalty: 6013.455566
	Iteration 57Q: 3 clusters Score -2.17515e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182361 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -21751492.000000 Penalty: 6013.455566
	Iteration 58Q: 3 clusters Score -2.175149e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182402 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -21751514.000000 Penalty: 6013.455566
	Iteration 59Q: 3 clusters Score -2.175151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182430 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -21751504.000000 Penalty: 6013.455566
	Iteration 60F: 3 clusters Score -2.17515e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182459 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -21751512.000000 Penalty: 6013.455566
	Iteration 61Q: 3 clusters Score -2.175151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182487 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -21751490.000000 Penalty: 6013.455566
	Iteration 62Q: 3 clusters Score -2.175149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182506 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -21751498.000000 Penalty: 6013.455566
	Iteration 63Q: 3 clusters Score -2.17515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182523 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -21751500.000000 Penalty: 6013.455566
	Iteration 64Q: 3 clusters Score -2.17515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182538 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -21751526.000000 Penalty: 6013.455566
	Iteration 65Q: 3 clusters Score -2.175153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182555 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -21751536.000000 Penalty: 6013.455566
	Iteration 66Q: 3 clusters Score -2.175154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182563 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -21751532.000000 Penalty: 6013.455566
	Iteration 67Q: 3 clusters Score -2.175153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182577 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -21751522.000000 Penalty: 6013.455566
	Iteration 68Q: 3 clusters Score -2.175152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182589 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -21751540.000000 Penalty: 6013.455566
	Iteration 69Q: 3 clusters Score -2.175154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182605 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -21751546.000000 Penalty: 6013.455566
	Iteration 70Q: 3 clusters Score -2.175155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182619 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21751560.000000 Penalty: 6013.455566
	Iteration 71Q: 3 clusters Score -2.175156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182627 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21751564.000000 Penalty: 6013.455566
	Iteration 72Q: 3 clusters Score -2.175156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182635 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21751556.000000 Penalty: 6013.455566
	Iteration 73Q: 3 clusters Score -2.175156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182641 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21751538.000000 Penalty: 6013.455566
	Iteration 74Q: 3 clusters Score -2.175154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182645 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -21751536.000000 Penalty: 6013.455566
	Iteration 75Q: 3 clusters Score -2.175154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182647 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -21751552.000000 Penalty: 6013.455566
	Iteration 76Q: 3 clusters Score -2.175155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182651 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -21751562.000000 Penalty: 6013.455566
	Iteration 77Q: 3 clusters Score -2.175156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -21751556.000000 Penalty: 6013.455566
	Iteration 78Q: 3 clusters Score -2.175156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182656 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -21751560.000000 Penalty: 6013.455566
	Iteration 79Q: 3 clusters Score -2.175156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182657 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -21751558.000000 Penalty: 6013.455566
	Iteration 80F: 3 clusters Score -2.175156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182658 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21751556.000000 Penalty: 6013.455566
	Iteration 81Q: 3 clusters Score -2.175156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182660 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -21751560.000000 Penalty: 6013.455566
	Iteration 82Q: 3 clusters Score -2.175156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182661 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -21751558.000000 Penalty: 6013.455566
	Iteration 83Q: 3 clusters Score -2.175156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182662 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -21751558.000000 Penalty: 6013.455566
	Iteration 84Q: 3 clusters Score -2.175156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182663 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21751556.000000 Penalty: 6013.455566
	Iteration 85Q: 3 clusters Score -2.175156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182664 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -21751556.000000 Penalty: 6013.455566
	Iteration 86Q: 3 clusters Score -2.175156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182667 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -21751556.000000 Penalty: 6013.455566
	Iteration 87Q: 3 clusters Score -2.175156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182668 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -21751552.000000 Penalty: 6013.455566
	Iteration 88Q: 3 clusters Score -2.175155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182669 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -21751544.000000 Penalty: 6013.455566
	Iteration 89Q: 3 clusters Score -2.175154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182669 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -21751544.000000 Penalty: 6013.455566
	Iteration 90F: 3 clusters Score -2.175154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (25493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Entering Unmasked Estep 
Score: -2985119.750000 Penalty: 2516.247559
	Iteration 0F: 2 clusters Score -2985120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2967447.750000 Penalty: 5032.495117
	Iteration 0F: 3 clusters Score -2967448 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2973629.750000 Penalty: 5032.495117
	Iteration 1F: 3 clusters Score -2973630 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2974147.500000 Penalty: 5032.495117
	Iteration 2F: 3 clusters Score -2974148 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2974769.250000 Penalty: 5032.495117
	Iteration 3F: 3 clusters Score -2974769 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2975490.750000 Penalty: 5032.495117
	Iteration 4F: 3 clusters Score -2975491 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2976346.250000 Penalty: 5032.495117
	Iteration 5F: 3 clusters Score -2976346 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2977380.000000 Penalty: 5032.495117
	Iteration 6F: 3 clusters Score -2977380 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2978531.000000 Penalty: 5032.495117
	Iteration 7F: 3 clusters Score -2978531 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2979610.750000 Penalty: 5032.495117
	Iteration 8F: 3 clusters Score -2979611 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2980596.250000 Penalty: 5032.495117
	Iteration 9Q: 3 clusters Score -2980596 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2981392.250000 Penalty: 5032.495117
	Iteration 10Q: 3 clusters Score -2981392 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2981954.750000 Penalty: 5032.495117
	Iteration 11Q: 3 clusters Score -2981955 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2982329.250000 Penalty: 5032.495117
	Iteration 12Q: 3 clusters Score -2982329 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -2982571.750000 Penalty: 5032.495117
	Iteration 13Q: 3 clusters Score -2982572 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2982719.750000 Penalty: 5032.495117
	Iteration 14Q: 3 clusters Score -2982720 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2982840.250000 Penalty: 5032.495117
	Iteration 15Q: 3 clusters Score -2982840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -2982905.250000 Penalty: 5032.495117
	Iteration 16Q: 3 clusters Score -2982905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -2982965.250000 Penalty: 5032.495117
	Iteration 17Q: 3 clusters Score -2982965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2982998.750000 Penalty: 5032.495117
	Iteration 18Q: 3 clusters Score -2982999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2983016.000000 Penalty: 5032.495117
	Iteration 19Q: 3 clusters Score -2983016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2983027.500000 Penalty: 5032.495117
	Iteration 20F: 3 clusters Score -2983028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2983035.000000 Penalty: 5032.495117
	Iteration 21Q: 3 clusters Score -2983035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -2983040.000000 Penalty: 5032.495117
	Iteration 22Q: 3 clusters Score -2983040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2983040.750000 Penalty: 5032.495117
	Iteration 23Q: 3 clusters Score -2983041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2983040.750000 Penalty: 5032.495117
	Iteration 24F: 3 clusters Score -2983041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Entering Unmasked Estep 
Score: -615132.687500 Penalty: 2121.082764
	Iteration 0F: 2 clusters Score -615132.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -610503.812500 Penalty: 4242.165527
	Iteration 0F: 3 clusters Score -610503.8 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -611528.812500 Penalty: 4242.165527
	Iteration 1F: 3 clusters Score -611528.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -611769.437500 Penalty: 4242.165527
	Iteration 2F: 3 clusters Score -611769.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -611952.875000 Penalty: 4242.165527
	Iteration 3F: 3 clusters Score -611952.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -612096.687500 Penalty: 4242.165527
	Iteration 4Q: 3 clusters Score -612096.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -612225.125000 Penalty: 4242.165527
	Iteration 5Q: 3 clusters Score -612225.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -612343.375000 Penalty: 4242.165527
	Iteration 6Q: 3 clusters Score -612343.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -612469.500000 Penalty: 4242.165527
	Iteration 7Q: 3 clusters Score -612469.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -612615.812500 Penalty: 4242.165527
	Iteration 8Q: 3 clusters Score -612615.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -612757.812500 Penalty: 4242.165527
	Iteration 9Q: 3 clusters Score -612757.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -612909.312500 Penalty: 4242.165527
	Iteration 10Q: 3 clusters Score -612909.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -613085.000000 Penalty: 4242.165527
	Iteration 11Q: 3 clusters Score -613085 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -613302.000000 Penalty: 4242.165527
	Iteration 12Q: 3 clusters Score -613302 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -613493.437500 Penalty: 4242.165527
	Iteration 13Q: 3 clusters Score -613493.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -613667.625000 Penalty: 4242.165527
	Iteration 14Q: 3 clusters Score -613667.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -613774.875000 Penalty: 4242.165527
	Iteration 15Q: 3 clusters Score -613774.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -613851.687500 Penalty: 4242.165527
	Iteration 16Q: 3 clusters Score -613851.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -613897.500000 Penalty: 4242.165527
	Iteration 17Q: 3 clusters Score -613897.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -613914.250000 Penalty: 4242.165527
	Iteration 18Q: 3 clusters Score -613914.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -613925.750000 Penalty: 4242.165527
	Iteration 19Q: 3 clusters Score -613925.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -613932.687500 Penalty: 4242.165527
	Iteration 20F: 3 clusters Score -613932.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -613937.000000 Penalty: 4242.165527
	Iteration 21Q: 3 clusters Score -613937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -613938.000000 Penalty: 4242.165527
	Iteration 22Q: 3 clusters Score -613938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -613940.125000 Penalty: 4242.165527
	Iteration 23Q: 3 clusters Score -613940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -613941.000000 Penalty: 4242.165527
	Iteration 24Q: 3 clusters Score -613941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -613943.187500 Penalty: 4242.165527
	Iteration 25Q: 3 clusters Score -613943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -613943.937500 Penalty: 4242.165527
	Iteration 26Q: 3 clusters Score -613943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -613944.875000 Penalty: 4242.165527
	Iteration 27Q: 3 clusters Score -613944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -613945.812500 Penalty: 4242.165527
	Iteration 28Q: 3 clusters Score -613945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -613945.750000 Penalty: 4242.165527
	Iteration 29Q: 3 clusters Score -613945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -613945.750000 Penalty: 4242.165527
	Iteration 30F: 3 clusters Score -613945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -100829.453125 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -100829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99193.593750 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -99193.59 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99484.148438 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -99484.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99655.031250 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -99655.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -99781.078125 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -99781.08 nChanged 28
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: -99904.320312 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -99904.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100006.421875 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -100006.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100074.617188 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -100074.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100090.937500 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -100090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100106.554688 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -100106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100128.734375 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -100128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -100136.445312 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -100136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100144.664062 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -100144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100148.296875 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -100148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100149.453125 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -100149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100149.453125 Penalty: 3211.814697
	Iteration 14F: 3 clusters Score -100149.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -25340.835938 Penalty: 1302.563843
	Iteration 0F: 2 clusters Score -25340.84 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 85 members 
Entering Unmasked Estep 
Score: -24276.833984 Penalty: 2605.127686
	Iteration 0F: 3 clusters Score -24276.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24371.585938 Penalty: 2605.127686
	Iteration 1F: 3 clusters Score -24371.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24413.513672 Penalty: 2605.127686
	Iteration 2Q: 3 clusters Score -24413.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24444.357422 Penalty: 2605.127686
	Iteration 3Q: 3 clusters Score -24444.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24452.572266 Penalty: 2605.127686
	Iteration 4Q: 3 clusters Score -24452.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24452.572266 Penalty: 2605.127686
	Iteration 5F: 3 clusters Score -24452.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -91005.757812 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -91005.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89336.109375 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -89336.11 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89660.179688 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -89660.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -89800.015625 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -89800.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -89926.671875 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -89926.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90191.812500 Penalty: 3204.112793
	Iteration 4F: 3 clusters Score -90191.81 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90491.164062 Penalty: 3204.112793
	Iteration 5F: 3 clusters Score -90491.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90813.875000 Penalty: 3204.112793
	Iteration 6F: 3 clusters Score -90813.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91069.492188 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -91069.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91201.289062 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -91201.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91264.796875 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -91264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91323.398438 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -91323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91351.125000 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -91351.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91376.468750 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -91376.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91416.726562 Penalty: 3204.112793
	Iteration 13Q: 3 clusters Score -91416.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91493.476562 Penalty: 3204.112793
	Iteration 14Q: 3 clusters Score -91493.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91605.242188 Penalty: 3204.112793
	Iteration 15Q: 3 clusters Score -91605.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91618.765625 Penalty: 3204.112793
	Iteration 16Q: 3 clusters Score -91618.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91629.367188 Penalty: 3204.112793
	Iteration 17Q: 3 clusters Score -91629.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91629.367188 Penalty: 3204.112793
	Iteration 18F: 3 clusters Score -91629.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27986 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21763 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26382 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188720 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 43955 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19114 members 
Mstep: Class 25 contains 8821 members 
Mstep: Class 26 contains 37309 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169671 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39312 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9427 members 
Mstep: Class 35 contains 11796 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10758 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15268 members 
Mstep: Class 55 contains 184223 members 
Mstep: Class 56 contains 25493 members 
Mstep: Class 57 contains 5181 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 318 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4074 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9170 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 321 members 
Entering Unmasked Estep 
Score: -133768120.000000 Penalty: 253084.625000
Splitting cluster 60 changes total score from -133769464.000000 to -133768120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -87717.304688 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -87717.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86132.320312 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -86132.32 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86456.257812 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -86456.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86611.851562 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -86611.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86723.406250 Penalty: 3200.216309
	Iteration 3F: 3 clusters Score -86723.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86804.585938 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -86804.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86872.125000 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -86872.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -86910.773438 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -86910.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -86935.460938 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -86935.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86955.609375 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -86955.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -86959.445312 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -86959.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86959.890625 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -86959.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86959.890625 Penalty: 3200.216309
	Iteration 11F: 3 clusters Score -86959.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -120444.640625 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -120444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -118715.546875 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -118715.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -119395.640625 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -119395.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -119645.515625 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -119645.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -119790.734375 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -119790.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119875.023438 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -119875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119914.476562 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -119914.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -119939.273438 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -119939.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -119963.210938 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -119963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -119998.617188 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -119998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -120066.273438 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -120066.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -120098.304688 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -120098.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -120128.820312 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -120128.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -120154.179688 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -120154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -120183.406250 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -120183.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -120198.484375 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -120198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -120209.359375 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -120209.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -120227.093750 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -120227.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -120253.164062 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -120253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -120279.859375 Penalty: 3369.002930
	Iteration 18Q: 3 clusters Score -120279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -120291.734375 Penalty: 3369.002930
	Iteration 19Q: 3 clusters Score -120291.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -120319.351562 Penalty: 3369.002930
	Iteration 20F: 3 clusters Score -120319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -120341.218750 Penalty: 3369.002930
	Iteration 21Q: 3 clusters Score -120341.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -120364.812500 Penalty: 3369.002930
	Iteration 22Q: 3 clusters Score -120364.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -120392.273438 Penalty: 3369.002930
	Iteration 23Q: 3 clusters Score -120392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -120409.835938 Penalty: 3369.002930
	Iteration 24Q: 3 clusters Score -120409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -120416.585938 Penalty: 3369.002930
	Iteration 25Q: 3 clusters Score -120416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -120420.835938 Penalty: 3369.002930
	Iteration 26Q: 3 clusters Score -120420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -120427.554688 Penalty: 3369.002930
	Iteration 27Q: 3 clusters Score -120427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -120430.804688 Penalty: 3369.002930
	Iteration 28Q: 3 clusters Score -120430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120431.914062 Penalty: 3369.002930
	Iteration 29Q: 3 clusters Score -120431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -120433.359375 Penalty: 3369.002930
	Iteration 30Q: 3 clusters Score -120433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120433.937500 Penalty: 3369.002930
	Iteration 31Q: 3 clusters Score -120433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -120437.507812 Penalty: 3369.002930
	Iteration 32Q: 3 clusters Score -120437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -120443.546875 Penalty: 3369.002930
	Iteration 33Q: 3 clusters Score -120443.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120447.890625 Penalty: 3369.002930
	Iteration 34Q: 3 clusters Score -120447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120449.601562 Penalty: 3369.002930
	Iteration 35Q: 3 clusters Score -120449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120451.609375 Penalty: 3369.002930
	Iteration 36Q: 3 clusters Score -120451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120451.609375 Penalty: 3369.002930
	Iteration 37F: 3 clusters Score -120451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27986 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21763 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26382 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188720 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 43955 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19114 members 
Mstep: Class 25 contains 8821 members 
Mstep: Class 26 contains 37309 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169671 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39312 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9427 members 
Mstep: Class 35 contains 11796 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10758 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15268 members 
Mstep: Class 55 contains 184223 members 
Mstep: Class 56 contains 25493 members 
Mstep: Class 57 contains 5181 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 428 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4074 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9170 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 463 members 
Entering Unmasked Estep 
Score: -133767480.000000 Penalty: 253084.625000
Splitting cluster 62 changes total score from -133769464.000000 to -133767480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -182651.125000 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -182651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -180575.609375 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -180575.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -181237.281250 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -181237.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -181508.468750 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -181508.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -181768.031250 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -181768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -181955.890625 Penalty: 3566.201416
	Iteration 4Q: 3 clusters Score -181955.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -182167.078125 Penalty: 3566.201416
	Iteration 5Q: 3 clusters Score -182167.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182423.203125 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -182423.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -182591.921875 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -182591.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -182732.703125 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -182732.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -182922.484375 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -182922.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -183119.687500 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -183119.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -183244.890625 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -183244.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183315.203125 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -183315.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -183367.921875 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -183367.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -183407.843750 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -183407.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -183441.203125 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -183441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -183450.796875 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -183450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -183454.140625 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -183454.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -183457.859375 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -183457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -183459.562500 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -183459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -183460.046875 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -183460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27986 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21763 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26382 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188720 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 43955 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19114 members 
Mstep: Class 25 contains 8821 members 
Mstep: Class 26 contains 37309 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169671 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39312 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9427 members 
Mstep: Class 35 contains 11796 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10758 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15268 members 
Mstep: Class 55 contains 184223 members 
Mstep: Class 56 contains 25493 members 
Mstep: Class 57 contains 5181 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 507 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4074 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9170 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 819 members 
Entering Unmasked Estep 
Score: -133768648.000000 Penalty: 253084.625000
Splitting cluster 63 changes total score from -133769464.000000 to -133768648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -45654.949219 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -45654.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44224.828125 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -44224.83 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44434.601562 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -44434.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44583.351562 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -44583.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44740.250000 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -44740.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45031.675781 Penalty: 3036.756348
	Iteration 4F: 3 clusters Score -45031.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45326.066406 Penalty: 3036.756348
	Iteration 5F: 3 clusters Score -45326.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45522.707031 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -45522.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45638.500000 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -45638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45656.859375 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -45656.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45696.457031 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -45696.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45696.457031 Penalty: 3036.756348
	Iteration 10F: 3 clusters Score -45696.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27986 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21763 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26382 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188720 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 43955 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19114 members 
Mstep: Class 25 contains 8821 members 
Mstep: Class 26 contains 37309 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169671 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39312 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9427 members 
Mstep: Class 35 contains 11796 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10758 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15268 members 
Mstep: Class 55 contains 184223 members 
Mstep: Class 56 contains 25493 members 
Mstep: Class 57 contains 5181 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 241 members 
Mstep: Class 65 contains 4074 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9170 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 215 members 
Entering Unmasked Estep 
Score: -133767448.000000 Penalty: 253084.625000
Splitting cluster 64 changes total score from -133769464.000000 to -133767448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (4074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Entering Unmasked Estep 
Score: -463686.281250 Penalty: 2061.470459
	Iteration 0F: 2 clusters Score -463686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -459744.843750 Penalty: 4122.940918
	Iteration 0F: 3 clusters Score -459744.8 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -460600.281250 Penalty: 4122.940918
	Iteration 1F: 3 clusters Score -460600.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -460806.093750 Penalty: 4122.940918
	Iteration 2F: 3 clusters Score -460806.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -460931.718750 Penalty: 4122.940918
	Iteration 3Q: 3 clusters Score -460931.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -461027.718750 Penalty: 4122.940918
	Iteration 4Q: 3 clusters Score -461027.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -461121.593750 Penalty: 4122.940918
	Iteration 5Q: 3 clusters Score -461121.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -461222.718750 Penalty: 4122.940918
	Iteration 6Q: 3 clusters Score -461222.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -461338.375000 Penalty: 4122.940918
	Iteration 7Q: 3 clusters Score -461338.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -461492.875000 Penalty: 4122.940918
	Iteration 8Q: 3 clusters Score -461492.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -461683.625000 Penalty: 4122.940918
	Iteration 9Q: 3 clusters Score -461683.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -461841.750000 Penalty: 4122.940918
	Iteration 10Q: 3 clusters Score -461841.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -461989.937500 Penalty: 4122.940918
	Iteration 11Q: 3 clusters Score -461989.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -462113.500000 Penalty: 4122.940918
	Iteration 12Q: 3 clusters Score -462113.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -462208.281250 Penalty: 4122.940918
	Iteration 13Q: 3 clusters Score -462208.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -462276.718750 Penalty: 4122.940918
	Iteration 14Q: 3 clusters Score -462276.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -462329.437500 Penalty: 4122.940918
	Iteration 15Q: 3 clusters Score -462329.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -462357.406250 Penalty: 4122.940918
	Iteration 16Q: 3 clusters Score -462357.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -462375.000000 Penalty: 4122.940918
	Iteration 17Q: 3 clusters Score -462375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -462388.718750 Penalty: 4122.940918
	Iteration 18Q: 3 clusters Score -462388.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -462401.906250 Penalty: 4122.940918
	Iteration 19Q: 3 clusters Score -462401.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -462410.781250 Penalty: 4122.940918
	Iteration 20F: 3 clusters Score -462410.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -462415.937500 Penalty: 4122.940918
	Iteration 21Q: 3 clusters Score -462415.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -462419.937500 Penalty: 4122.940918
	Iteration 22Q: 3 clusters Score -462419.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -462422.156250 Penalty: 4122.940918
	Iteration 23Q: 3 clusters Score -462422.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -462423.812500 Penalty: 4122.940918
	Iteration 24Q: 3 clusters Score -462423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -462424.593750 Penalty: 4122.940918
	Iteration 25Q: 3 clusters Score -462424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -462425.250000 Penalty: 4122.940918
	Iteration 26Q: 3 clusters Score -462425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -462425.250000 Penalty: 4122.940918
	Iteration 27F: 3 clusters Score -462425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -58222.792969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -58222.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56814.675781 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -56814.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57111.292969 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -57111.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57251.949219 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -57251.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57318.933594 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -57318.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57358.238281 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -57358.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57367.535156 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -57367.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57367.535156 Penalty: 3021.289795
	Iteration 6F: 3 clusters Score -57367.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -226041.687500 Penalty: 1827.191772
	Iteration 0F: 2 clusters Score -226041.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -223695.890625 Penalty: 3654.383545
	Iteration 0F: 3 clusters Score -223695.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -224235.000000 Penalty: 3654.383545
	Iteration 1F: 3 clusters Score -224235 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -224520.406250 Penalty: 3654.383545
	Iteration 2F: 3 clusters Score -224520.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -224677.078125 Penalty: 3654.383545
	Iteration 3F: 3 clusters Score -224677.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -224752.718750 Penalty: 3654.383545
	Iteration 4Q: 3 clusters Score -224752.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -224815.234375 Penalty: 3654.383545
	Iteration 5Q: 3 clusters Score -224815.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -224866.531250 Penalty: 3654.383545
	Iteration 6Q: 3 clusters Score -224866.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -224893.953125 Penalty: 3654.383545
	Iteration 7Q: 3 clusters Score -224894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -224920.468750 Penalty: 3654.383545
	Iteration 8Q: 3 clusters Score -224920.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -224954.484375 Penalty: 3654.383545
	Iteration 9Q: 3 clusters Score -224954.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -224972.687500 Penalty: 3654.383545
	Iteration 10Q: 3 clusters Score -224972.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -224992.546875 Penalty: 3654.383545
	Iteration 11Q: 3 clusters Score -224992.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -225020.796875 Penalty: 3654.383545
	Iteration 12Q: 3 clusters Score -225020.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -225043.531250 Penalty: 3654.383545
	Iteration 13Q: 3 clusters Score -225043.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -225061.296875 Penalty: 3654.383545
	Iteration 14Q: 3 clusters Score -225061.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -225070.546875 Penalty: 3654.383545
	Iteration 15Q: 3 clusters Score -225070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -225073.156250 Penalty: 3654.383545
	Iteration 16Q: 3 clusters Score -225073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -225074.687500 Penalty: 3654.383545
	Iteration 17Q: 3 clusters Score -225074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -225076.328125 Penalty: 3654.383545
	Iteration 18Q: 3 clusters Score -225076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -225077.265625 Penalty: 3654.383545
	Iteration 19Q: 3 clusters Score -225077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -225078.093750 Penalty: 3654.383545
	Iteration 20F: 3 clusters Score -225078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -225079.812500 Penalty: 3654.383545
	Iteration 21Q: 3 clusters Score -225079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -225082.484375 Penalty: 3654.383545
	Iteration 22Q: 3 clusters Score -225082.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -225083.171875 Penalty: 3654.383545
	Iteration 23Q: 3 clusters Score -225083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -225083.171875 Penalty: 3654.383545
	Iteration 24F: 3 clusters Score -225083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (9170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Entering Unmasked Estep 
Score: -953266.312500 Penalty: 2262.675781
	Iteration 0F: 2 clusters Score -953266.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -946208.875000 Penalty: 4525.351562
	Iteration 0F: 3 clusters Score -946208.9 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -948595.125000 Penalty: 4525.351562
	Iteration 1F: 3 clusters Score -948595.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -949122.125000 Penalty: 4525.351562
	Iteration 2F: 3 clusters Score -949122.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -949513.187500 Penalty: 4525.351562
	Iteration 3F: 3 clusters Score -949513.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -949779.500000 Penalty: 4525.351562
	Iteration 4F: 3 clusters Score -949779.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -949981.937500 Penalty: 4525.351562
	Iteration 5Q: 3 clusters Score -949981.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -950142.625000 Penalty: 4525.351562
	Iteration 6Q: 3 clusters Score -950142.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -950290.437500 Penalty: 4525.351562
	Iteration 7Q: 3 clusters Score -950290.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -950402.375000 Penalty: 4525.351562
	Iteration 8Q: 3 clusters Score -950402.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -950501.437500 Penalty: 4525.351562
	Iteration 9Q: 3 clusters Score -950501.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -950585.875000 Penalty: 4525.351562
	Iteration 10Q: 3 clusters Score -950585.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -950675.875000 Penalty: 4525.351562
	Iteration 11Q: 3 clusters Score -950675.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -950785.125000 Penalty: 4525.351562
	Iteration 12Q: 3 clusters Score -950785.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -950884.625000 Penalty: 4525.351562
	Iteration 13Q: 3 clusters Score -950884.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -950992.312500 Penalty: 4525.351562
	Iteration 14Q: 3 clusters Score -950992.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -951090.687500 Penalty: 4525.351562
	Iteration 15Q: 3 clusters Score -951090.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -951196.062500 Penalty: 4525.351562
	Iteration 16Q: 3 clusters Score -951196.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -951288.812500 Penalty: 4525.351562
	Iteration 17Q: 3 clusters Score -951288.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -951372.750000 Penalty: 4525.351562
	Iteration 18Q: 3 clusters Score -951372.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -951456.437500 Penalty: 4525.351562
	Iteration 19Q: 3 clusters Score -951456.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -951529.437500 Penalty: 4525.351562
	Iteration 20F: 3 clusters Score -951529.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -951592.500000 Penalty: 4525.351562
	Iteration 21Q: 3 clusters Score -951592.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -951662.437500 Penalty: 4525.351562
	Iteration 22Q: 3 clusters Score -951662.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -951732.875000 Penalty: 4525.351562
	Iteration 23Q: 3 clusters Score -951732.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -951786.625000 Penalty: 4525.351562
	Iteration 24Q: 3 clusters Score -951786.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -951831.125000 Penalty: 4525.351562
	Iteration 25Q: 3 clusters Score -951831.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -951869.562500 Penalty: 4525.351562
	Iteration 26Q: 3 clusters Score -951869.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -951901.000000 Penalty: 4525.351562
	Iteration 27Q: 3 clusters Score -951901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -951927.125000 Penalty: 4525.351562
	Iteration 28Q: 3 clusters Score -951927.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -951944.937500 Penalty: 4525.351562
	Iteration 29Q: 3 clusters Score -951944.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -951954.625000 Penalty: 4525.351562
	Iteration 30Q: 3 clusters Score -951954.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -951963.000000 Penalty: 4525.351562
	Iteration 31Q: 3 clusters Score -951963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -951965.125000 Penalty: 4525.351562
	Iteration 32Q: 3 clusters Score -951965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -951969.187500 Penalty: 4525.351562
	Iteration 33Q: 3 clusters Score -951969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -951972.750000 Penalty: 4525.351562
	Iteration 34Q: 3 clusters Score -951972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -951972.937500 Penalty: 4525.351562
	Iteration 35Q: 3 clusters Score -951972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -951974.812500 Penalty: 4525.351562
	Iteration 36Q: 3 clusters Score -951974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -951977.625000 Penalty: 4525.351562
	Iteration 37Q: 3 clusters Score -951977.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -951981.312500 Penalty: 4525.351562
	Iteration 38Q: 3 clusters Score -951981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -951985.062500 Penalty: 4525.351562
	Iteration 39Q: 3 clusters Score -951985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -951985.625000 Penalty: 4525.351562
	Iteration 40F: 3 clusters Score -951985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -951988.375000 Penalty: 4525.351562
	Iteration 41Q: 3 clusters Score -951988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -951989.375000 Penalty: 4525.351562
	Iteration 42Q: 3 clusters Score -951989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -951989.250000 Penalty: 4525.351562
	Iteration 43Q: 3 clusters Score -951989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -951989.250000 Penalty: 4525.351562
	Iteration 44F: 3 clusters Score -951989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -108860.640625 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -108860.6 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 380 members 
Entering Unmasked Estep 
Score: -107091.859375 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -107091.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107488.664062 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -107488.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107707.109375 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -107707.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107908.023438 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -107908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -108085.492188 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -108085.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108123.734375 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -108123.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -108139.687500 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -108139.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -108150.101562 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -108150.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -108154.984375 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -108155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -108160.617188 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -108160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -108165.109375 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -108165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108169.687500 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -108169.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -108175.015625 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -108175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108176.937500 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -108176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -108183.390625 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -108183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -108192.515625 Penalty: 3314.325684
	Iteration 15Q: 3 clusters Score -108192.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -108199.148438 Penalty: 3314.325684
	Iteration 16Q: 3 clusters Score -108199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108209.054688 Penalty: 3314.325684
	Iteration 17Q: 3 clusters Score -108209.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -108224.468750 Penalty: 3314.325684
	Iteration 18Q: 3 clusters Score -108224.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108245.742188 Penalty: 3314.325684
	Iteration 19Q: 3 clusters Score -108245.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108272.429688 Penalty: 3314.325684
	Iteration 20F: 3 clusters Score -108272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -108305.789062 Penalty: 3314.325684
	Iteration 21Q: 3 clusters Score -108305.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -108337.843750 Penalty: 3314.325684
	Iteration 22Q: 3 clusters Score -108337.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -108369.617188 Penalty: 3314.325684
	Iteration 23Q: 3 clusters Score -108369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -108378.234375 Penalty: 3314.325684
	Iteration 24Q: 3 clusters Score -108378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -108382.421875 Penalty: 3314.325684
	Iteration 25Q: 3 clusters Score -108382.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -108382.421875 Penalty: 3314.325684
	Iteration 26F: 3 clusters Score -108382.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -237811.953125 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -237812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -235454.468750 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -235454.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -235970.890625 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -235970.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -236183.828125 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -236183.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -236363.203125 Penalty: 3663.996826
	Iteration 3F: 3 clusters Score -236363.2 nChanged 72
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: -236505.250000 Penalty: 3663.996826
	Iteration 4Q: 3 clusters Score -236505.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -236619.812500 Penalty: 3663.996826
	Iteration 5Q: 3 clusters Score -236619.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -236708.171875 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -236708.2 nChanged 42
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: -236763.656250 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -236763.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -236805.453125 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -236805.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236826.734375 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -236826.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -236838.906250 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -236838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -236848.531250 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -236848.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -236866.265625 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -236866.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -236877.609375 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -236877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -236882.062500 Penalty: 3663.996826
	Iteration 14Q: 3 clusters Score -236882.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -236885.000000 Penalty: 3663.996826
	Iteration 15Q: 3 clusters Score -236885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -236887.390625 Penalty: 3663.996826
	Iteration 16Q: 3 clusters Score -236887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -236889.218750 Penalty: 3663.996826
	Iteration 17Q: 3 clusters Score -236889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -236889.875000 Penalty: 3663.996826
	Iteration 18Q: 3 clusters Score -236889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -236891.984375 Penalty: 3663.996826
	Iteration 19Q: 3 clusters Score -236892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236892.921875 Penalty: 3663.996826
	Iteration 20F: 3 clusters Score -236892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -236893.890625 Penalty: 3663.996826
	Iteration 21Q: 3 clusters Score -236893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -236894.984375 Penalty: 3663.996826
	Iteration 22Q: 3 clusters Score -236895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -236894.984375 Penalty: 3663.996826
	Iteration 23F: 3 clusters Score -236895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -31866.052734 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -31866.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30657.011719 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -30657.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30752.216797 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -30752.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30779.021484 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -30779.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30788.695312 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -30788.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30797.314453 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -30797.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30797.314453 Penalty: 2686.385742
	Iteration 5F: 3 clusters Score -30797.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -270834.000000 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -270834 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 979 members 
Entering Unmasked Estep 
Score: -268306.250000 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -268306.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -269058.031250 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -269058 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -269381.125000 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -269381.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269592.531250 Penalty: 3745.127930
	Iteration 3F: 3 clusters Score -269592.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -269709.843750 Penalty: 3745.127930
	Iteration 4Q: 3 clusters Score -269709.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -269792.937500 Penalty: 3745.127930
	Iteration 5Q: 3 clusters Score -269792.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269846.562500 Penalty: 3745.127930
	Iteration 6Q: 3 clusters Score -269846.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -269885.781250 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -269885.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -269930.843750 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -269930.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -269987.406250 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -269987.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -270016.281250 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -270016.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -270043.781250 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -270043.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -270060.375000 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -270060.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -270067.125000 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -270067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -270069.781250 Penalty: 3745.127930
	Iteration 14Q: 3 clusters Score -270069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -270073.312500 Penalty: 3745.127930
	Iteration 15Q: 3 clusters Score -270073.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -270077.718750 Penalty: 3745.127930
	Iteration 16Q: 3 clusters Score -270077.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -270087.250000 Penalty: 3745.127930
	Iteration 17Q: 3 clusters Score -270087.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -270119.437500 Penalty: 3745.127930
	Iteration 18Q: 3 clusters Score -270119.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -270175.125000 Penalty: 3745.127930
	Iteration 19Q: 3 clusters Score -270175.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -270216.812500 Penalty: 3745.127930
	Iteration 20F: 3 clusters Score -270216.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -270237.593750 Penalty: 3745.127930
	Iteration 21Q: 3 clusters Score -270237.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -270245.156250 Penalty: 3745.127930
	Iteration 22Q: 3 clusters Score -270245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -270247.250000 Penalty: 3745.127930
	Iteration 23Q: 3 clusters Score -270247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -270249.281250 Penalty: 3745.127930
	Iteration 24Q: 3 clusters Score -270249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -270256.468750 Penalty: 3745.127930
	Iteration 25Q: 3 clusters Score -270256.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -270260.718750 Penalty: 3745.127930
	Iteration 26Q: 3 clusters Score -270260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -270262.968750 Penalty: 3745.127930
	Iteration 27Q: 3 clusters Score -270263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -270264.781250 Penalty: 3745.127930
	Iteration 28Q: 3 clusters Score -270264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -270266.625000 Penalty: 3745.127930
	Iteration 29Q: 3 clusters Score -270266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -270267.125000 Penalty: 3745.127930
	Iteration 30Q: 3 clusters Score -270267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -270267.125000 Penalty: 3745.127930
	Iteration 31F: 3 clusters Score -270267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27986 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21763 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26382 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188720 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 43955 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19114 members 
Mstep: Class 25 contains 8821 members 
Mstep: Class 26 contains 37309 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169671 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39312 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9427 members 
Mstep: Class 35 contains 11796 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10758 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15268 members 
Mstep: Class 55 contains 184223 members 
Mstep: Class 56 contains 25493 members 
Mstep: Class 57 contains 5181 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4074 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9170 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769368.000000 Penalty: 249617.703125
Iteration 279Q: 73 clusters Score -1.337694e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35213 members 
Mstep: Class 3 contains 18959 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 27984 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21764 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26387 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188720 members 
Mstep: Class 21 contains 11815 members 
Mstep: Class 22 contains 43950 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19117 members 
Mstep: Class 25 contains 8838 members 
Mstep: Class 26 contains 37308 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 169673 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39316 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9453 members 
Mstep: Class 35 contains 11797 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10763 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15200 members 
Mstep: Class 55 contains 184219 members 
Mstep: Class 56 contains 25494 members 
Mstep: Class 57 contains 5184 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9177 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769488.000000 Penalty: 249617.703125
Iteration 280F: 73 clusters Score -1.337695e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35213 members 
Mstep: Class 3 contains 18963 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 27981 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21765 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26391 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188714 members 
Mstep: Class 21 contains 11815 members 
Mstep: Class 22 contains 43950 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19119 members 
Mstep: Class 25 contains 8861 members 
Mstep: Class 26 contains 37305 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 169675 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39318 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9481 members 
Mstep: Class 35 contains 11797 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10763 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15138 members 
Mstep: Class 55 contains 184218 members 
Mstep: Class 56 contains 25495 members 
Mstep: Class 57 contains 5184 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9184 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769536.000000 Penalty: 249617.703125
Iteration 281Q: 73 clusters Score -1.337695e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 18967 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 27979 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21766 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26398 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188710 members 
Mstep: Class 21 contains 11817 members 
Mstep: Class 22 contains 43951 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19119 members 
Mstep: Class 25 contains 8882 members 
Mstep: Class 26 contains 37307 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 169675 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39324 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9496 members 
Mstep: Class 35 contains 11798 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10763 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15077 members 
Mstep: Class 55 contains 184222 members 
Mstep: Class 56 contains 25495 members 
Mstep: Class 57 contains 5184 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4072 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9187 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769704.000000 Penalty: 249617.703125
Iteration 282Q: 73 clusters Score -1.337697e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 18969 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 27977 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21766 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26409 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188705 members 
Mstep: Class 21 contains 11819 members 
Mstep: Class 22 contains 43951 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19117 members 
Mstep: Class 25 contains 8901 members 
Mstep: Class 26 contains 37311 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 169678 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39326 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6609 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10763 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 15011 members 
Mstep: Class 55 contains 184226 members 
Mstep: Class 56 contains 25493 members 
Mstep: Class 57 contains 5181 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4072 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9193 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769504.000000 Penalty: 249617.703125
Iteration 283Q: 73 clusters Score -1.337695e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 18970 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10996 members 
Mstep: Class 7 contains 27976 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21767 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 9402 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26422 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188708 members 
Mstep: Class 21 contains 11820 members 
Mstep: Class 22 contains 43946 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 19116 members 
Mstep: Class 25 contains 8920 members 
Mstep: Class 26 contains 37308 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10125 members 
Mstep: Class 29 contains 169680 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39330 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9532 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10763 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14950 members 
Mstep: Class 55 contains 184228 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4072 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9199 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769576.000000 Penalty: 249617.703125
Iteration 284Q: 73 clusters Score -1.337696e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 18970 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10998 members 
Mstep: Class 7 contains 27976 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21767 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 9402 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26425 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188706 members 
Mstep: Class 21 contains 11821 members 
Mstep: Class 22 contains 43946 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 19115 members 
Mstep: Class 25 contains 8936 members 
Mstep: Class 26 contains 37313 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10126 members 
Mstep: Class 29 contains 169679 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39334 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9550 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5558 members 
Mstep: Class 46 contains 7493 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4381 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10763 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14901 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5176 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4072 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9200 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769576.000000 Penalty: 249617.703125
Iteration 285Q: 73 clusters Score -1.337696e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 18977 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10998 members 
Mstep: Class 7 contains 27974 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21767 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26428 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188706 members 
Mstep: Class 21 contains 11822 members 
Mstep: Class 22 contains 43942 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 19114 members 
Mstep: Class 25 contains 8952 members 
Mstep: Class 26 contains 37318 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10125 members 
Mstep: Class 29 contains 169679 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39335 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9566 members 
Mstep: Class 35 contains 11798 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5558 members 
Mstep: Class 46 contains 7493 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4381 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10764 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14859 members 
Mstep: Class 55 contains 184235 members 
Mstep: Class 56 contains 25489 members 
Mstep: Class 57 contains 5177 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4072 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9198 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769608.000000 Penalty: 249617.703125
Iteration 286Q: 73 clusters Score -1.337696e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 18985 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10998 members 
Mstep: Class 7 contains 27974 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21768 members 
Mstep: Class 13 contains 10459 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26430 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188705 members 
Mstep: Class 21 contains 11823 members 
Mstep: Class 22 contains 43935 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 19113 members 
Mstep: Class 25 contains 8972 members 
Mstep: Class 26 contains 37322 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10125 members 
Mstep: Class 29 contains 169678 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39342 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9579 members 
Mstep: Class 35 contains 11798 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5558 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4381 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10765 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14812 members 
Mstep: Class 55 contains 184235 members 
Mstep: Class 56 contains 25488 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4072 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9200 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769648.000000 Penalty: 249617.703125
Iteration 287Q: 73 clusters Score -1.337696e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 18991 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 10999 members 
Mstep: Class 7 contains 27975 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21767 members 
Mstep: Class 13 contains 10459 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26433 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188700 members 
Mstep: Class 21 contains 11823 members 
Mstep: Class 22 contains 43932 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 19114 members 
Mstep: Class 25 contains 8986 members 
Mstep: Class 26 contains 37324 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 169678 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39343 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9589 members 
Mstep: Class 35 contains 11797 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5558 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4381 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10765 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14782 members 
Mstep: Class 55 contains 184239 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5177 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4071 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9204 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769616.000000 Penalty: 249617.703125
Iteration 288Q: 73 clusters Score -1.337696e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 19000 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 27975 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21767 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 9404 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26438 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188701 members 
Mstep: Class 21 contains 11823 members 
Mstep: Class 22 contains 43921 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 19114 members 
Mstep: Class 25 contains 8999 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10120 members 
Mstep: Class 29 contains 169676 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39341 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9600 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5018 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5558 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4381 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10765 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14754 members 
Mstep: Class 55 contains 184241 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5177 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4072 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9204 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769608.000000 Penalty: 249617.703125
Iteration 289Q: 73 clusters Score -1.337696e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 19003 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 11001 members 
Mstep: Class 7 contains 27972 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21767 members 
Mstep: Class 13 contains 10461 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26439 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188708 members 
Mstep: Class 21 contains 11822 members 
Mstep: Class 22 contains 43917 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 19115 members 
Mstep: Class 25 contains 9015 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10118 members 
Mstep: Class 29 contains 169675 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39347 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9610 members 
Mstep: Class 35 contains 11801 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4381 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10767 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14721 members 
Mstep: Class 55 contains 184236 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5177 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9204 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769624.000000 Penalty: 249617.703125
Iteration 290Q: 73 clusters Score -1.337696e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 19011 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6429 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 27974 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21770 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 9404 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26439 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188702 members 
Mstep: Class 21 contains 11824 members 
Mstep: Class 22 contains 43915 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 19118 members 
Mstep: Class 25 contains 9029 members 
Mstep: Class 26 contains 37326 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10118 members 
Mstep: Class 29 contains 169673 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39355 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9616 members 
Mstep: Class 35 contains 11801 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5560 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4381 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10767 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14684 members 
Mstep: Class 55 contains 184234 members 
Mstep: Class 56 contains 25486 members 
Mstep: Class 57 contains 5176 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9207 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769744.000000 Penalty: 249617.703125
Iteration 291Q: 73 clusters Score -1.337697e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 19019 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6429 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 27975 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26444 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188700 members 
Mstep: Class 21 contains 11825 members 
Mstep: Class 22 contains 43911 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19121 members 
Mstep: Class 25 contains 9042 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10113 members 
Mstep: Class 29 contains 169668 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39360 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9622 members 
Mstep: Class 35 contains 11801 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10767 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14650 members 
Mstep: Class 55 contains 184233 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5176 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9210 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769720.000000 Penalty: 249617.703125
Iteration 292Q: 73 clusters Score -1.337697e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 19025 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 27974 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21772 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26446 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188701 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 43905 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 169671 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39362 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9631 members 
Mstep: Class 35 contains 11801 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10768 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14623 members 
Mstep: Class 55 contains 184234 members 
Mstep: Class 56 contains 25487 members 
Mstep: Class 57 contains 5176 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9210 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769640.000000 Penalty: 249617.703125
Iteration 293Q: 73 clusters Score -1.337696e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19028 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 27975 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21775 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26450 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188699 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 43903 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9057 members 
Mstep: Class 26 contains 37329 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169672 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39365 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9640 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10768 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14602 members 
Mstep: Class 55 contains 184229 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5176 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9210 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769648.000000 Penalty: 249617.703125
Iteration 294Q: 73 clusters Score -1.337696e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19029 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 27976 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21812 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21776 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26451 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188695 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43902 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9063 members 
Mstep: Class 26 contains 37327 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169672 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39369 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9647 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10768 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14576 members 
Mstep: Class 55 contains 184231 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5176 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9212 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769736.000000 Penalty: 249617.703125
Iteration 295Q: 73 clusters Score -1.337697e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 19033 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 27976 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21812 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21776 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26454 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188693 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43901 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19126 members 
Mstep: Class 25 contains 9069 members 
Mstep: Class 26 contains 37325 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 169672 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39371 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9649 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10768 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14555 members 
Mstep: Class 55 contains 184236 members 
Mstep: Class 56 contains 25491 members 
Mstep: Class 57 contains 5177 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9212 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769672.000000 Penalty: 249617.703125
Iteration 296Q: 73 clusters Score -1.337697e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 19036 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 27975 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21814 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26451 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188689 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43901 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19126 members 
Mstep: Class 25 contains 9072 members 
Mstep: Class 26 contains 37329 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169672 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9653 members 
Mstep: Class 35 contains 11798 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5730 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10768 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14541 members 
Mstep: Class 55 contains 184241 members 
Mstep: Class 56 contains 25491 members 
Mstep: Class 57 contains 5179 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9212 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769720.000000 Penalty: 249617.703125
Iteration 297Q: 73 clusters Score -1.337697e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 19036 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27974 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9405 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26453 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188683 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43904 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19126 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 37333 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169672 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9659 members 
Mstep: Class 35 contains 11798 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10768 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14528 members 
Mstep: Class 55 contains 184244 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9210 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769800.000000 Penalty: 249617.703125
Iteration 298Q: 73 clusters Score -1.337698e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 19039 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27974 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9405 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26458 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188680 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 43901 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19127 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 37333 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169671 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9663 members 
Mstep: Class 35 contains 11798 members 
Mstep: Class 36 contains 2458 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5618 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10768 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14509 members 
Mstep: Class 55 contains 184248 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9211 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769824.000000 Penalty: 249617.703125
Iteration 299Q: 73 clusters Score -1.337698e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35210 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27975 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26456 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188679 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 43901 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19126 members 
Mstep: Class 25 contains 9082 members 
Mstep: Class 26 contains 37330 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10113 members 
Mstep: Class 29 contains 169670 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9667 members 
Mstep: Class 35 contains 11797 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5618 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10768 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14501 members 
Mstep: Class 55 contains 184246 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9211 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769800.000000 Penalty: 249617.703125
Iteration 300F: 73 clusters Score -1.337698e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21782 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26453 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188679 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 43900 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19126 members 
Mstep: Class 25 contains 9087 members 
Mstep: Class 26 contains 37329 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10115 members 
Mstep: Class 29 contains 169670 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9670 members 
Mstep: Class 35 contains 11796 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5618 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10768 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14493 members 
Mstep: Class 55 contains 184247 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9210 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769832.000000 Penalty: 249617.703125
Iteration 301Q: 73 clusters Score -1.337698e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27972 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21783 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26456 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188679 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9089 members 
Mstep: Class 26 contains 37329 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10115 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39371 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9673 members 
Mstep: Class 35 contains 11794 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5618 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10768 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14487 members 
Mstep: Class 55 contains 184246 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9211 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769880.000000 Penalty: 249617.703125
Iteration 302Q: 73 clusters Score -1.337699e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27972 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21783 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26458 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188680 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43895 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9091 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39372 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9676 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5618 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10769 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14480 members 
Mstep: Class 55 contains 184245 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9210 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769904.000000 Penalty: 249617.703125
Iteration 303Q: 73 clusters Score -1.337699e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21783 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26461 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188678 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9093 members 
Mstep: Class 26 contains 37327 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39371 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9679 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5564 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10770 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14475 members 
Mstep: Class 55 contains 184245 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9208 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769936.000000 Penalty: 249617.703125
Iteration 304Q: 73 clusters Score -1.337699e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21783 members 
Mstep: Class 13 contains 10457 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26462 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188677 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 37327 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39373 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9683 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6611 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10771 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14465 members 
Mstep: Class 55 contains 184244 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9206 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769976.000000 Penalty: 249617.703125
Iteration 305Q: 73 clusters Score -1.3377e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21783 members 
Mstep: Class 13 contains 10455 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26464 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188676 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19126 members 
Mstep: Class 25 contains 9099 members 
Mstep: Class 26 contains 37326 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39374 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9688 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6613 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5566 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10772 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14452 members 
Mstep: Class 55 contains 184247 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9205 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769952.000000 Penalty: 249617.703125
Iteration 306Q: 73 clusters Score -1.3377e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21783 members 
Mstep: Class 13 contains 10455 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26465 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188675 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9104 members 
Mstep: Class 26 contains 37326 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39375 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9693 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6614 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10773 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14437 members 
Mstep: Class 55 contains 184250 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9205 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769960.000000 Penalty: 249617.703125
Iteration 307Q: 73 clusters Score -1.3377e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21783 members 
Mstep: Class 13 contains 10456 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26467 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188672 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9109 members 
Mstep: Class 26 contains 37325 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39374 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9702 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6614 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10775 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14419 members 
Mstep: Class 55 contains 184252 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9206 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769952.000000 Penalty: 249617.703125
Iteration 308Q: 73 clusters Score -1.3377e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21784 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26466 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188672 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 43898 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9113 members 
Mstep: Class 26 contains 37327 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39374 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9706 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6615 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14403 members 
Mstep: Class 55 contains 184253 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9207 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769960.000000 Penalty: 249617.703125
Iteration 309Q: 73 clusters Score -1.3377e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26467 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188674 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9117 members 
Mstep: Class 26 contains 37327 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39374 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9713 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6615 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14392 members 
Mstep: Class 55 contains 184252 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9205 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769944.000000 Penalty: 249617.703125
Iteration 310Q: 73 clusters Score -1.337699e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26468 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188675 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43898 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9120 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39373 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6615 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8618 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14382 members 
Mstep: Class 55 contains 184253 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9206 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769968.000000 Penalty: 249617.703125
Iteration 311Q: 73 clusters Score -1.3377e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26469 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188673 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43898 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39376 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6615 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14378 members 
Mstep: Class 55 contains 184253 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9206 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769952.000000 Penalty: 249617.703125
Iteration 312Q: 73 clusters Score -1.3377e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188672 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39378 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6615 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14375 members 
Mstep: Class 55 contains 184253 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9208 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769960.000000 Penalty: 249617.703125
Iteration 313Q: 73 clusters Score -1.3377e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10459 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188672 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39377 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6615 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14375 members 
Mstep: Class 55 contains 184253 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9209 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769952.000000 Penalty: 249617.703125
Iteration 314Q: 73 clusters Score -1.3377e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188672 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19122 members 
Mstep: Class 25 contains 9122 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39373 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6615 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14375 members 
Mstep: Class 55 contains 184253 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9211 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769936.000000 Penalty: 249617.703125
Iteration 315Q: 73 clusters Score -1.337699e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188672 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19121 members 
Mstep: Class 25 contains 9122 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39369 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14375 members 
Mstep: Class 55 contains 184253 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769968.000000 Penalty: 249617.703125
Iteration 316Q: 73 clusters Score -1.3377e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27972 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188673 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19122 members 
Mstep: Class 25 contains 9122 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10115 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14375 members 
Mstep: Class 55 contains 184253 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769928.000000 Penalty: 249617.703125
Iteration 317Q: 73 clusters Score -1.337699e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10463 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188678 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19122 members 
Mstep: Class 25 contains 9122 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10114 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14375 members 
Mstep: Class 55 contains 184252 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769872.000000 Penalty: 249617.703125
Iteration 318Q: 73 clusters Score -1.337699e+08 nChanged 10
Entering ConstructFrom: 
Score: -133769872.000000 Penalty: 249617.703125
Entering ConstructFrom: 
Trying to split cluster 1 (52021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Entering Unmasked Estep 
Score: -6307572.500000 Penalty: 2693.131836
	Iteration 0F: 2 clusters Score -6307572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -6272499.000000 Penalty: 5386.263672
	Iteration 0F: 3 clusters Score -6272499 nChanged 24104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -6286194.500000 Penalty: 5386.263672
	Iteration 1F: 3 clusters Score -6286194 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -6287136.500000 Penalty: 5386.263672
	Iteration 2Q: 3 clusters Score -6287136 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -6288324.000000 Penalty: 5386.263672
	Iteration 3Q: 3 clusters Score -6288324 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -6290015.000000 Penalty: 5386.263672
	Iteration 4F: 3 clusters Score -6290015 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6292308.500000 Penalty: 5386.263672
	Iteration 5F: 3 clusters Score -6292308 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -6294849.500000 Penalty: 5386.263672
	Iteration 6F: 3 clusters Score -6294850 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -6297193.500000 Penalty: 5386.263672
	Iteration 7F: 3 clusters Score -6297194 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -6299078.500000 Penalty: 5386.263672
	Iteration 8F: 3 clusters Score -6299078 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -6300293.500000 Penalty: 5386.263672
	Iteration 9Q: 3 clusters Score -6300294 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -6300894.000000 Penalty: 5386.263672
	Iteration 10Q: 3 clusters Score -6300894 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -6301159.500000 Penalty: 5386.263672
	Iteration 11Q: 3 clusters Score -6301160 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -6301280.000000 Penalty: 5386.263672
	Iteration 12Q: 3 clusters Score -6301280 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -6301352.500000 Penalty: 5386.263672
	Iteration 13Q: 3 clusters Score -6301352 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -6301408.000000 Penalty: 5386.263672
	Iteration 14Q: 3 clusters Score -6301408 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -6301451.000000 Penalty: 5386.263672
	Iteration 15Q: 3 clusters Score -6301451 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -6301454.500000 Penalty: 5386.263672
	Iteration 16Q: 3 clusters Score -6301454 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -6301481.000000 Penalty: 5386.263672
	Iteration 17Q: 3 clusters Score -6301481 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -6301499.500000 Penalty: 5386.263672
	Iteration 18Q: 3 clusters Score -6301500 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -6301522.500000 Penalty: 5386.263672
	Iteration 19Q: 3 clusters Score -6301522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -6301524.000000 Penalty: 5386.263672
	Iteration 20F: 3 clusters Score -6301524 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -6301522.500000 Penalty: 5386.263672
	Iteration 21Q: 3 clusters Score -6301522 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -6301535.000000 Penalty: 5386.263672
	Iteration 22Q: 3 clusters Score -6301535 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -6301564.000000 Penalty: 5386.263672
	Iteration 23Q: 3 clusters Score -6301564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -6301569.000000 Penalty: 5386.263672
	Iteration 24Q: 3 clusters Score -6301569 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -6301566.000000 Penalty: 5386.263672
	Iteration 25Q: 3 clusters Score -6301566 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -6301564.500000 Penalty: 5386.263672
	Iteration 26Q: 3 clusters Score -6301564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -6301571.500000 Penalty: 5386.263672
	Iteration 27Q: 3 clusters Score -6301572 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -6301576.500000 Penalty: 5386.263672
	Iteration 28Q: 3 clusters Score -6301576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -6301579.000000 Penalty: 5386.263672
	Iteration 29Q: 3 clusters Score -6301579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -6301596.000000 Penalty: 5386.263672
	Iteration 30Q: 3 clusters Score -6301596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -6301600.000000 Penalty: 5386.263672
	Iteration 31Q: 3 clusters Score -6301600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -6301605.500000 Penalty: 5386.263672
	Iteration 32Q: 3 clusters Score -6301606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -6301596.500000 Penalty: 5386.263672
	Iteration 33Q: 3 clusters Score -6301596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -6301593.000000 Penalty: 5386.263672
	Iteration 34Q: 3 clusters Score -6301593 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -6301609.000000 Penalty: 5386.263672
	Iteration 35Q: 3 clusters Score -6301609 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -6301616.000000 Penalty: 5386.263672
	Iteration 36Q: 3 clusters Score -6301616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -6301623.500000 Penalty: 5386.263672
	Iteration 37Q: 3 clusters Score -6301624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -6301627.000000 Penalty: 5386.263672
	Iteration 38Q: 3 clusters Score -6301627 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -6301633.500000 Penalty: 5386.263672
	Iteration 39Q: 3 clusters Score -6301634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -6301648.500000 Penalty: 5386.263672
	Iteration 40F: 3 clusters Score -6301648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -6301667.000000 Penalty: 5386.263672
	Iteration 41Q: 3 clusters Score -6301667 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -6301651.000000 Penalty: 5386.263672
	Iteration 42Q: 3 clusters Score -6301651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -6301667.500000 Penalty: 5386.263672
	Iteration 43Q: 3 clusters Score -6301668 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -6301662.500000 Penalty: 5386.263672
	Iteration 44Q: 3 clusters Score -6301662 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -6301678.000000 Penalty: 5386.263672
	Iteration 45Q: 3 clusters Score -6301678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -6301680.500000 Penalty: 5386.263672
	Iteration 46Q: 3 clusters Score -6301680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -6301693.000000 Penalty: 5386.263672
	Iteration 47Q: 3 clusters Score -6301693 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -6301694.500000 Penalty: 5386.263672
	Iteration 48Q: 3 clusters Score -6301694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -6301707.500000 Penalty: 5386.263672
	Iteration 49Q: 3 clusters Score -6301708 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -6301690.000000 Penalty: 5386.263672
	Iteration 50Q: 3 clusters Score -6301690 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -6301683.500000 Penalty: 5386.263672
	Iteration 51Q: 3 clusters Score -6301684 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -6301708.500000 Penalty: 5386.263672
	Iteration 52Q: 3 clusters Score -6301708 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -6301734.500000 Penalty: 5386.263672
	Iteration 53Q: 3 clusters Score -6301734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -6301763.500000 Penalty: 5386.263672
	Iteration 54Q: 3 clusters Score -6301764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -6301766.000000 Penalty: 5386.263672
	Iteration 55Q: 3 clusters Score -6301766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -6301781.000000 Penalty: 5386.263672
	Iteration 56Q: 3 clusters Score -6301781 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -6301775.000000 Penalty: 5386.263672
	Iteration 57Q: 3 clusters Score -6301775 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -6301784.500000 Penalty: 5386.263672
	Iteration 58Q: 3 clusters Score -6301784 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -6301811.500000 Penalty: 5386.263672
	Iteration 59Q: 3 clusters Score -6301812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -6301837.500000 Penalty: 5386.263672
	Iteration 60F: 3 clusters Score -6301838 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -6301861.500000 Penalty: 5386.263672
	Iteration 61Q: 3 clusters Score -6301862 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -6301890.500000 Penalty: 5386.263672
	Iteration 62Q: 3 clusters Score -6301890 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -6301928.000000 Penalty: 5386.263672
	Iteration 63Q: 3 clusters Score -6301928 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -6301999.000000 Penalty: 5386.263672
	Iteration 64Q: 3 clusters Score -6301999 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -6302039.000000 Penalty: 5386.263672
	Iteration 65Q: 3 clusters Score -6302039 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -6302119.000000 Penalty: 5386.263672
	Iteration 66Q: 3 clusters Score -6302119 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -6302242.500000 Penalty: 5386.263672
	Iteration 67Q: 3 clusters Score -6302242 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -6302404.000000 Penalty: 5386.263672
	Iteration 68Q: 3 clusters Score -6302404 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -6302690.000000 Penalty: 5386.263672
	Iteration 69Q: 3 clusters Score -6302690 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -6303242.000000 Penalty: 5386.263672
	Iteration 70Q: 3 clusters Score -6303242 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -6304032.000000 Penalty: 5386.263672
	Iteration 71Q: 3 clusters Score -6304032 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -6304652.000000 Penalty: 5386.263672
	Iteration 72Q: 3 clusters Score -6304652 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -6305067.500000 Penalty: 5386.263672
	Iteration 73Q: 3 clusters Score -6305068 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -6305285.000000 Penalty: 5386.263672
	Iteration 74Q: 3 clusters Score -6305285 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -6305438.000000 Penalty: 5386.263672
	Iteration 75Q: 3 clusters Score -6305438 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -6305550.500000 Penalty: 5386.263672
	Iteration 76Q: 3 clusters Score -6305550 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -6305633.000000 Penalty: 5386.263672
	Iteration 77Q: 3 clusters Score -6305633 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -6305709.500000 Penalty: 5386.263672
	Iteration 78Q: 3 clusters Score -6305710 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -6305779.000000 Penalty: 5386.263672
	Iteration 79Q: 3 clusters Score -6305779 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -6305822.000000 Penalty: 5386.263672
	Iteration 80F: 3 clusters Score -6305822 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -6305865.500000 Penalty: 5386.263672
	Iteration 81Q: 3 clusters Score -6305866 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -6305885.500000 Penalty: 5386.263672
	Iteration 82Q: 3 clusters Score -6305886 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -6305928.500000 Penalty: 5386.263672
	Iteration 83Q: 3 clusters Score -6305928 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -6305963.000000 Penalty: 5386.263672
	Iteration 84Q: 3 clusters Score -6305963 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -6305970.500000 Penalty: 5386.263672
	Iteration 85Q: 3 clusters Score -6305970 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -6306006.000000 Penalty: 5386.263672
	Iteration 86Q: 3 clusters Score -6306006 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -6306020.500000 Penalty: 5386.263672
	Iteration 87Q: 3 clusters Score -6306020 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -6306041.500000 Penalty: 5386.263672
	Iteration 88Q: 3 clusters Score -6306042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -6306048.000000 Penalty: 5386.263672
	Iteration 89Q: 3 clusters Score -6306048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -6306074.500000 Penalty: 5386.263672
	Iteration 90Q: 3 clusters Score -6306074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -6306071.000000 Penalty: 5386.263672
	Iteration 91Q: 3 clusters Score -6306071 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -6306080.000000 Penalty: 5386.263672
	Iteration 92Q: 3 clusters Score -6306080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -6306088.500000 Penalty: 5386.263672
	Iteration 93Q: 3 clusters Score -6306088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -6306100.000000 Penalty: 5386.263672
	Iteration 94Q: 3 clusters Score -6306100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -6306098.500000 Penalty: 5386.263672
	Iteration 95Q: 3 clusters Score -6306098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -6306104.500000 Penalty: 5386.263672
	Iteration 96Q: 3 clusters Score -6306104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -6306137.500000 Penalty: 5386.263672
	Iteration 97Q: 3 clusters Score -6306138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -6306124.000000 Penalty: 5386.263672
	Iteration 98Q: 3 clusters Score -6306124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -6306136.500000 Penalty: 5386.263672
	Iteration 99Q: 3 clusters Score -6306136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -6306161.500000 Penalty: 5386.263672
	Iteration 100F: 3 clusters Score -6306162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -6306168.000000 Penalty: 5386.263672
	Iteration 101Q: 3 clusters Score -6306168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -6306174.000000 Penalty: 5386.263672
	Iteration 102Q: 3 clusters Score -6306174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -6306182.500000 Penalty: 5386.263672
	Iteration 103Q: 3 clusters Score -6306182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -6306182.500000 Penalty: 5386.263672
	Iteration 104Q: 3 clusters Score -6306182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -6306193.500000 Penalty: 5386.263672
	Iteration 105Q: 3 clusters Score -6306194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -6306184.500000 Penalty: 5386.263672
	Iteration 106Q: 3 clusters Score -6306184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -6306190.500000 Penalty: 5386.263672
	Iteration 107Q: 3 clusters Score -6306190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -6306193.000000 Penalty: 5386.263672
	Iteration 108Q: 3 clusters Score -6306193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -6306191.500000 Penalty: 5386.263672
	Iteration 109Q: 3 clusters Score -6306192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -6306185.000000 Penalty: 5386.263672
	Iteration 110Q: 3 clusters Score -6306185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -6306178.000000 Penalty: 5386.263672
	Iteration 111Q: 3 clusters Score -6306178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -6306171.500000 Penalty: 5386.263672
	Iteration 112Q: 3 clusters Score -6306172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -6306170.500000 Penalty: 5386.263672
	Iteration 113Q: 3 clusters Score -6306170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -6306169.500000 Penalty: 5386.263672
	Iteration 114Q: 3 clusters Score -6306170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -6306167.000000 Penalty: 5386.263672
	Iteration 115Q: 3 clusters Score -6306167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -6306163.000000 Penalty: 5386.263672
	Iteration 116Q: 3 clusters Score -6306163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -6306177.500000 Penalty: 5386.263672
	Iteration 117Q: 3 clusters Score -6306178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -6306178.500000 Penalty: 5386.263672
	Iteration 118Q: 3 clusters Score -6306178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -6306178.500000 Penalty: 5386.263672
	Iteration 119Q: 3 clusters Score -6306178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -6306171.500000 Penalty: 5386.263672
	Iteration 120F: 3 clusters Score -6306172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -6306175.500000 Penalty: 5386.263672
	Iteration 121Q: 3 clusters Score -6306176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -6306177.500000 Penalty: 5386.263672
	Iteration 122Q: 3 clusters Score -6306178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -6306177.000000 Penalty: 5386.263672
	Iteration 123Q: 3 clusters Score -6306177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -6306177.000000 Penalty: 5386.263672
	Iteration 124F: 3 clusters Score -6306177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Entering Unmasked Estep 
Score: -4027789.500000 Penalty: 2596.319092
	Iteration 0F: 2 clusters Score -4027790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -4003939.750000 Penalty: 5192.638184
	Iteration 0F: 3 clusters Score -4003940 nChanged 16062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4012764.750000 Penalty: 5192.638184
	Iteration 1F: 3 clusters Score -4012765 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4013281.000000 Penalty: 5192.638184
	Iteration 2Q: 3 clusters Score -4013281 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4013779.000000 Penalty: 5192.638184
	Iteration 3Q: 3 clusters Score -4013779 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4014305.500000 Penalty: 5192.638184
	Iteration 4Q: 3 clusters Score -4014306 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4014917.000000 Penalty: 5192.638184
	Iteration 5Q: 3 clusters Score -4014917 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4015742.250000 Penalty: 5192.638184
	Iteration 6Q: 3 clusters Score -4015742 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4016849.500000 Penalty: 5192.638184
	Iteration 7F: 3 clusters Score -4016850 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4018270.250000 Penalty: 5192.638184
	Iteration 8F: 3 clusters Score -4018270 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4019719.750000 Penalty: 5192.638184
	Iteration 9F: 3 clusters Score -4019720 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4021112.750000 Penalty: 5192.638184
	Iteration 10F: 3 clusters Score -4021113 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -4022212.250000 Penalty: 5192.638184
	Iteration 11F: 3 clusters Score -4022212 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4023105.500000 Penalty: 5192.638184
	Iteration 12Q: 3 clusters Score -4023106 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4023758.750000 Penalty: 5192.638184
	Iteration 13Q: 3 clusters Score -4023759 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -4024443.750000 Penalty: 5192.638184
	Iteration 14Q: 3 clusters Score -4024444 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4025096.500000 Penalty: 5192.638184
	Iteration 15Q: 3 clusters Score -4025096 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4025632.750000 Penalty: 5192.638184
	Iteration 16Q: 3 clusters Score -4025633 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -4026105.500000 Penalty: 5192.638184
	Iteration 17Q: 3 clusters Score -4026106 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -4026425.750000 Penalty: 5192.638184
	Iteration 18Q: 3 clusters Score -4026426 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -4026664.750000 Penalty: 5192.638184
	Iteration 19Q: 3 clusters Score -4026665 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -4026875.500000 Penalty: 5192.638184
	Iteration 20F: 3 clusters Score -4026876 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -4027034.000000 Penalty: 5192.638184
	Iteration 21Q: 3 clusters Score -4027034 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -4027167.750000 Penalty: 5192.638184
	Iteration 22Q: 3 clusters Score -4027168 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -4027264.750000 Penalty: 5192.638184
	Iteration 23Q: 3 clusters Score -4027265 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4027364.750000 Penalty: 5192.638184
	Iteration 24Q: 3 clusters Score -4027365 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -4027430.750000 Penalty: 5192.638184
	Iteration 25Q: 3 clusters Score -4027431 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -4027482.750000 Penalty: 5192.638184
	Iteration 26Q: 3 clusters Score -4027483 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -4027553.250000 Penalty: 5192.638184
	Iteration 27Q: 3 clusters Score -4027553 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -4027577.250000 Penalty: 5192.638184
	Iteration 28Q: 3 clusters Score -4027577 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -4027610.000000 Penalty: 5192.638184
	Iteration 29Q: 3 clusters Score -4027610 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -4027619.750000 Penalty: 5192.638184
	Iteration 30Q: 3 clusters Score -4027620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4027644.000000 Penalty: 5192.638184
	Iteration 31Q: 3 clusters Score -4027644 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4027671.750000 Penalty: 5192.638184
	Iteration 32Q: 3 clusters Score -4027672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4027685.750000 Penalty: 5192.638184
	Iteration 33Q: 3 clusters Score -4027686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -4027702.000000 Penalty: 5192.638184
	Iteration 34Q: 3 clusters Score -4027702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -4027696.250000 Penalty: 5192.638184
	Iteration 35Q: 3 clusters Score -4027696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -4027708.750000 Penalty: 5192.638184
	Iteration 36Q: 3 clusters Score -4027709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -4027700.500000 Penalty: 5192.638184
	Iteration 37Q: 3 clusters Score -4027700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -4027712.500000 Penalty: 5192.638184
	Iteration 38Q: 3 clusters Score -4027712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -4027724.750000 Penalty: 5192.638184
	Iteration 39Q: 3 clusters Score -4027725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4027719.000000 Penalty: 5192.638184
	Iteration 40F: 3 clusters Score -4027719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4027734.750000 Penalty: 5192.638184
	Iteration 41Q: 3 clusters Score -4027735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -4027733.750000 Penalty: 5192.638184
	Iteration 42Q: 3 clusters Score -4027734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -4027740.250000 Penalty: 5192.638184
	Iteration 43Q: 3 clusters Score -4027740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4027735.250000 Penalty: 5192.638184
	Iteration 44Q: 3 clusters Score -4027735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4027754.500000 Penalty: 5192.638184
	Iteration 45Q: 3 clusters Score -4027754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -4027752.750000 Penalty: 5192.638184
	Iteration 46Q: 3 clusters Score -4027753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4027756.500000 Penalty: 5192.638184
	Iteration 47Q: 3 clusters Score -4027756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4027756.500000 Penalty: 5192.638184
	Iteration 48Q: 3 clusters Score -4027756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4027753.250000 Penalty: 5192.638184
	Iteration 49Q: 3 clusters Score -4027753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -4027752.750000 Penalty: 5192.638184
	Iteration 50Q: 3 clusters Score -4027753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -4027753.250000 Penalty: 5192.638184
	Iteration 51Q: 3 clusters Score -4027753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4027750.500000 Penalty: 5192.638184
	Iteration 52Q: 3 clusters Score -4027750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -4027758.500000 Penalty: 5192.638184
	Iteration 53Q: 3 clusters Score -4027758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4027755.000000 Penalty: 5192.638184
	Iteration 54Q: 3 clusters Score -4027755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4027755.750000 Penalty: 5192.638184
	Iteration 55Q: 3 clusters Score -4027756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -4027750.500000 Penalty: 5192.638184
	Iteration 56Q: 3 clusters Score -4027750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4027751.000000 Penalty: 5192.638184
	Iteration 57Q: 3 clusters Score -4027751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4027749.250000 Penalty: 5192.638184
	Iteration 58Q: 3 clusters Score -4027749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -4027749.000000 Penalty: 5192.638184
	Iteration 59Q: 3 clusters Score -4027749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4027745.750000 Penalty: 5192.638184
	Iteration 60F: 3 clusters Score -4027746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -4027750.750000 Penalty: 5192.638184
	Iteration 61Q: 3 clusters Score -4027751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -4027748.250000 Penalty: 5192.638184
	Iteration 62Q: 3 clusters Score -4027748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4027751.250000 Penalty: 5192.638184
	Iteration 63Q: 3 clusters Score -4027751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4027753.250000 Penalty: 5192.638184
	Iteration 64Q: 3 clusters Score -4027753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4027755.250000 Penalty: 5192.638184
	Iteration 65Q: 3 clusters Score -4027755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -4027751.750000 Penalty: 5192.638184
	Iteration 66Q: 3 clusters Score -4027752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4027750.500000 Penalty: 5192.638184
	Iteration 67Q: 3 clusters Score -4027750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4027755.500000 Penalty: 5192.638184
	Iteration 68Q: 3 clusters Score -4027756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4027754.250000 Penalty: 5192.638184
	Iteration 69Q: 3 clusters Score -4027754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4027752.500000 Penalty: 5192.638184
	Iteration 70Q: 3 clusters Score -4027752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -4027757.500000 Penalty: 5192.638184
	Iteration 71Q: 3 clusters Score -4027758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4027760.500000 Penalty: 5192.638184
	Iteration 72Q: 3 clusters Score -4027760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4027757.750000 Penalty: 5192.638184
	Iteration 73Q: 3 clusters Score -4027758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -4027759.000000 Penalty: 5192.638184
	Iteration 74Q: 3 clusters Score -4027759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4027760.000000 Penalty: 5192.638184
	Iteration 75Q: 3 clusters Score -4027760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4027761.750000 Penalty: 5192.638184
	Iteration 76Q: 3 clusters Score -4027762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4027761.500000 Penalty: 5192.638184
	Iteration 77Q: 3 clusters Score -4027762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -4027759.500000 Penalty: 5192.638184
	Iteration 78Q: 3 clusters Score -4027760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4027760.250000 Penalty: 5192.638184
	Iteration 79Q: 3 clusters Score -4027760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4027762.750000 Penalty: 5192.638184
	Iteration 80F: 3 clusters Score -4027763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4027762.500000 Penalty: 5192.638184
	Iteration 81Q: 3 clusters Score -4027762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4027766.000000 Penalty: 5192.638184
	Iteration 82Q: 3 clusters Score -4027766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4027762.250000 Penalty: 5192.638184
	Iteration 83Q: 3 clusters Score -4027762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4027761.750000 Penalty: 5192.638184
	Iteration 84Q: 3 clusters Score -4027762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4027763.500000 Penalty: 5192.638184
	Iteration 85Q: 3 clusters Score -4027764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4027763.500000 Penalty: 5192.638184
	Iteration 86F: 3 clusters Score -4027764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Entering Unmasked Estep 
Score: -2210529.250000 Penalty: 2444.047852
	Iteration 0F: 2 clusters Score -2210529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2197093.750000 Penalty: 4888.095703
	Iteration 0F: 3 clusters Score -2197094 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2201727.250000 Penalty: 4888.095703
	Iteration 1F: 3 clusters Score -2201727 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2202234.750000 Penalty: 4888.095703
	Iteration 2F: 3 clusters Score -2202235 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2202797.000000 Penalty: 4888.095703
	Iteration 3F: 3 clusters Score -2202797 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2203569.500000 Penalty: 4888.095703
	Iteration 4F: 3 clusters Score -2203570 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2204740.750000 Penalty: 4888.095703
	Iteration 5F: 3 clusters Score -2204741 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2206168.500000 Penalty: 4888.095703
	Iteration 6F: 3 clusters Score -2206168 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2207568.250000 Penalty: 4888.095703
	Iteration 7F: 3 clusters Score -2207568 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2208688.500000 Penalty: 4888.095703
	Iteration 8F: 3 clusters Score -2208688 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2209364.500000 Penalty: 4888.095703
	Iteration 9Q: 3 clusters Score -2209364 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2209725.500000 Penalty: 4888.095703
	Iteration 10Q: 3 clusters Score -2209726 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2209923.000000 Penalty: 4888.095703
	Iteration 11Q: 3 clusters Score -2209923 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2210012.000000 Penalty: 4888.095703
	Iteration 12Q: 3 clusters Score -2210012 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2210094.500000 Penalty: 4888.095703
	Iteration 13Q: 3 clusters Score -2210094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2210162.500000 Penalty: 4888.095703
	Iteration 14Q: 3 clusters Score -2210162 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2210225.250000 Penalty: 4888.095703
	Iteration 15Q: 3 clusters Score -2210225 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2210267.750000 Penalty: 4888.095703
	Iteration 16Q: 3 clusters Score -2210268 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2210329.250000 Penalty: 4888.095703
	Iteration 17Q: 3 clusters Score -2210329 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2210386.250000 Penalty: 4888.095703
	Iteration 18Q: 3 clusters Score -2210386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2210444.000000 Penalty: 4888.095703
	Iteration 19Q: 3 clusters Score -2210444 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2210494.000000 Penalty: 4888.095703
	Iteration 20F: 3 clusters Score -2210494 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2210542.250000 Penalty: 4888.095703
	Iteration 21Q: 3 clusters Score -2210542 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2210578.500000 Penalty: 4888.095703
	Iteration 22Q: 3 clusters Score -2210578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2210599.250000 Penalty: 4888.095703
	Iteration 23Q: 3 clusters Score -2210599 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2210622.000000 Penalty: 4888.095703
	Iteration 24Q: 3 clusters Score -2210622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2210633.750000 Penalty: 4888.095703
	Iteration 25Q: 3 clusters Score -2210634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2210642.500000 Penalty: 4888.095703
	Iteration 26Q: 3 clusters Score -2210642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2210644.750000 Penalty: 4888.095703
	Iteration 27Q: 3 clusters Score -2210645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2210645.000000 Penalty: 4888.095703
	Iteration 28Q: 3 clusters Score -2210645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2210644.500000 Penalty: 4888.095703
	Iteration 29Q: 3 clusters Score -2210644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2210645.500000 Penalty: 4888.095703
	Iteration 30Q: 3 clusters Score -2210646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2210646.500000 Penalty: 4888.095703
	Iteration 31Q: 3 clusters Score -2210646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2210648.750000 Penalty: 4888.095703
	Iteration 32Q: 3 clusters Score -2210649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2210652.250000 Penalty: 4888.095703
	Iteration 33Q: 3 clusters Score -2210652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2210654.750000 Penalty: 4888.095703
	Iteration 34Q: 3 clusters Score -2210655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2210653.750000 Penalty: 4888.095703
	Iteration 35Q: 3 clusters Score -2210654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2210658.000000 Penalty: 4888.095703
	Iteration 36Q: 3 clusters Score -2210658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2210659.750000 Penalty: 4888.095703
	Iteration 37Q: 3 clusters Score -2210660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2210658.250000 Penalty: 4888.095703
	Iteration 38Q: 3 clusters Score -2210658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2210658.250000 Penalty: 4888.095703
	Iteration 39F: 3 clusters Score -2210658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188679 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4383 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14374 members 
Mstep: Class 55 contains 184250 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 2819 members 
Entering Unmasked Estep 
Score: -133769656.000000 Penalty: 253084.625000
Splitting cluster 3 changes total score from -133769872.000000 to -133769656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -311773.343750 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -311773.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -308773.406250 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -308773.4 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -309420.625000 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -309420.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -309645.562500 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -309645.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -309782.812500 Penalty: 3906.247559
	Iteration 3F: 3 clusters Score -309782.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -309888.500000 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -309888.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -310014.093750 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -310014.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -310123.156250 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -310123.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -310192.156250 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -310192.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -310271.593750 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -310271.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -310339.437500 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -310339.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -310404.937500 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -310404.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -310466.218750 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -310466.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -310511.218750 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -310511.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -310551.250000 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -310551.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -310575.250000 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -310575.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -310594.875000 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -310594.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -310610.843750 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -310610.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -310626.437500 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -310626.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -310641.375000 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -310641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -310652.218750 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -310652.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -310660.937500 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -310660.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -310667.718750 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -310667.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -310673.656250 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -310673.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -310680.250000 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -310680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -310683.406250 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -310683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -310683.625000 Penalty: 3906.247559
	Iteration 25Q: 3 clusters Score -310683.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -310683.625000 Penalty: 3906.247559
	Iteration 26F: 3 clusters Score -310683.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -728530.062500 Penalty: 2174.567627
	Iteration 0F: 2 clusters Score -728530.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -723166.437500 Penalty: 4349.135254
	Iteration 0F: 3 clusters Score -723166.4 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -724691.875000 Penalty: 4349.135254
	Iteration 1F: 3 clusters Score -724691.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -725106.312500 Penalty: 4349.135254
	Iteration 2F: 3 clusters Score -725106.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -725407.125000 Penalty: 4349.135254
	Iteration 3F: 3 clusters Score -725407.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -725573.312500 Penalty: 4349.135254
	Iteration 4Q: 3 clusters Score -725573.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -725699.125000 Penalty: 4349.135254
	Iteration 5Q: 3 clusters Score -725699.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -725796.437500 Penalty: 4349.135254
	Iteration 6Q: 3 clusters Score -725796.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -725886.500000 Penalty: 4349.135254
	Iteration 7Q: 3 clusters Score -725886.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -725978.687500 Penalty: 4349.135254
	Iteration 8Q: 3 clusters Score -725978.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -726058.875000 Penalty: 4349.135254
	Iteration 9Q: 3 clusters Score -726058.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -726134.812500 Penalty: 4349.135254
	Iteration 10Q: 3 clusters Score -726134.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -726208.250000 Penalty: 4349.135254
	Iteration 11Q: 3 clusters Score -726208.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -726269.187500 Penalty: 4349.135254
	Iteration 12Q: 3 clusters Score -726269.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -726329.000000 Penalty: 4349.135254
	Iteration 13Q: 3 clusters Score -726329 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -726377.937500 Penalty: 4349.135254
	Iteration 14Q: 3 clusters Score -726377.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -726426.312500 Penalty: 4349.135254
	Iteration 15Q: 3 clusters Score -726426.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -726466.625000 Penalty: 4349.135254
	Iteration 16Q: 3 clusters Score -726466.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -726503.187500 Penalty: 4349.135254
	Iteration 17Q: 3 clusters Score -726503.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -726532.875000 Penalty: 4349.135254
	Iteration 18Q: 3 clusters Score -726532.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -726553.562500 Penalty: 4349.135254
	Iteration 19Q: 3 clusters Score -726553.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -726569.812500 Penalty: 4349.135254
	Iteration 20F: 3 clusters Score -726569.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -726582.125000 Penalty: 4349.135254
	Iteration 21Q: 3 clusters Score -726582.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -726598.625000 Penalty: 4349.135254
	Iteration 22Q: 3 clusters Score -726598.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -726608.937500 Penalty: 4349.135254
	Iteration 23Q: 3 clusters Score -726608.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -726619.312500 Penalty: 4349.135254
	Iteration 24Q: 3 clusters Score -726619.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -726628.000000 Penalty: 4349.135254
	Iteration 25Q: 3 clusters Score -726628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -726635.562500 Penalty: 4349.135254
	Iteration 26Q: 3 clusters Score -726635.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -726644.562500 Penalty: 4349.135254
	Iteration 27Q: 3 clusters Score -726644.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -726649.937500 Penalty: 4349.135254
	Iteration 28Q: 3 clusters Score -726649.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -726655.062500 Penalty: 4349.135254
	Iteration 29Q: 3 clusters Score -726655.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -726656.187500 Penalty: 4349.135254
	Iteration 30Q: 3 clusters Score -726656.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -726659.187500 Penalty: 4349.135254
	Iteration 31Q: 3 clusters Score -726659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -726662.625000 Penalty: 4349.135254
	Iteration 32Q: 3 clusters Score -726662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -726664.312500 Penalty: 4349.135254
	Iteration 33Q: 3 clusters Score -726664.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -726667.812500 Penalty: 4349.135254
	Iteration 34Q: 3 clusters Score -726667.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -726671.000000 Penalty: 4349.135254
	Iteration 35Q: 3 clusters Score -726671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -726673.375000 Penalty: 4349.135254
	Iteration 36Q: 3 clusters Score -726673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -726675.250000 Penalty: 4349.135254
	Iteration 37Q: 3 clusters Score -726675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -726678.687500 Penalty: 4349.135254
	Iteration 38Q: 3 clusters Score -726678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -726677.062500 Penalty: 4349.135254
	Iteration 39Q: 3 clusters Score -726677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -726678.875000 Penalty: 4349.135254
	Iteration 40F: 3 clusters Score -726678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -726681.750000 Penalty: 4349.135254
	Iteration 41Q: 3 clusters Score -726681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -726681.562500 Penalty: 4349.135254
	Iteration 42Q: 3 clusters Score -726681.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -726684.375000 Penalty: 4349.135254
	Iteration 43Q: 3 clusters Score -726684.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -726683.625000 Penalty: 4349.135254
	Iteration 44Q: 3 clusters Score -726683.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -726687.000000 Penalty: 4349.135254
	Iteration 45Q: 3 clusters Score -726687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -726689.750000 Penalty: 4349.135254
	Iteration 46Q: 3 clusters Score -726689.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -726692.625000 Penalty: 4349.135254
	Iteration 47Q: 3 clusters Score -726692.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -726695.437500 Penalty: 4349.135254
	Iteration 48Q: 3 clusters Score -726695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -726697.375000 Penalty: 4349.135254
	Iteration 49Q: 3 clusters Score -726697.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -726701.312500 Penalty: 4349.135254
	Iteration 50Q: 3 clusters Score -726701.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -726705.687500 Penalty: 4349.135254
	Iteration 51Q: 3 clusters Score -726705.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -726707.437500 Penalty: 4349.135254
	Iteration 52Q: 3 clusters Score -726707.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -726708.375000 Penalty: 4349.135254
	Iteration 53Q: 3 clusters Score -726708.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -726710.687500 Penalty: 4349.135254
	Iteration 54Q: 3 clusters Score -726710.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -726710.937500 Penalty: 4349.135254
	Iteration 55Q: 3 clusters Score -726710.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -726716.687500 Penalty: 4349.135254
	Iteration 56Q: 3 clusters Score -726716.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -726718.125000 Penalty: 4349.135254
	Iteration 57Q: 3 clusters Score -726718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -726717.687500 Penalty: 4349.135254
	Iteration 58Q: 3 clusters Score -726717.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -726718.125000 Penalty: 4349.135254
	Iteration 59Q: 3 clusters Score -726718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -726720.875000 Penalty: 4349.135254
	Iteration 60F: 3 clusters Score -726720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -726720.500000 Penalty: 4349.135254
	Iteration 61Q: 3 clusters Score -726720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -726721.375000 Penalty: 4349.135254
	Iteration 62Q: 3 clusters Score -726721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -726723.562500 Penalty: 4349.135254
	Iteration 63Q: 3 clusters Score -726723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -726723.625000 Penalty: 4349.135254
	Iteration 64Q: 3 clusters Score -726723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -726723.312500 Penalty: 4349.135254
	Iteration 65Q: 3 clusters Score -726723.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -726723.312500 Penalty: 4349.135254
	Iteration 66Q: 3 clusters Score -726723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -726724.062500 Penalty: 4349.135254
	Iteration 67Q: 3 clusters Score -726724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -726724.625000 Penalty: 4349.135254
	Iteration 68Q: 3 clusters Score -726724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -726724.625000 Penalty: 4349.135254
	Iteration 69F: 3 clusters Score -726724.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Entering Unmasked Estep 
Score: -1313313.875000 Penalty: 2307.891602
	Iteration 0F: 2 clusters Score -1313314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1305007.375000 Penalty: 4615.783203
	Iteration 0F: 3 clusters Score -1305007 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1307498.125000 Penalty: 4615.783203
	Iteration 1F: 3 clusters Score -1307498 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1307900.250000 Penalty: 4615.783203
	Iteration 2F: 3 clusters Score -1307900 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1308249.000000 Penalty: 4615.783203
	Iteration 3F: 3 clusters Score -1308249 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1308607.500000 Penalty: 4615.783203
	Iteration 4F: 3 clusters Score -1308608 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1309025.875000 Penalty: 4615.783203
	Iteration 5F: 3 clusters Score -1309026 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1309512.500000 Penalty: 4615.783203
	Iteration 6F: 3 clusters Score -1309512 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1309988.000000 Penalty: 4615.783203
	Iteration 7F: 3 clusters Score -1309988 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1310399.375000 Penalty: 4615.783203
	Iteration 8F: 3 clusters Score -1310399 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1310762.125000 Penalty: 4615.783203
	Iteration 9Q: 3 clusters Score -1310762 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1311067.000000 Penalty: 4615.783203
	Iteration 10Q: 3 clusters Score -1311067 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1311252.625000 Penalty: 4615.783203
	Iteration 11Q: 3 clusters Score -1311253 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1311374.250000 Penalty: 4615.783203
	Iteration 12Q: 3 clusters Score -1311374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1311442.875000 Penalty: 4615.783203
	Iteration 13Q: 3 clusters Score -1311443 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1311503.750000 Penalty: 4615.783203
	Iteration 14Q: 3 clusters Score -1311504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1311534.875000 Penalty: 4615.783203
	Iteration 15Q: 3 clusters Score -1311535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1311551.500000 Penalty: 4615.783203
	Iteration 16Q: 3 clusters Score -1311552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1311561.750000 Penalty: 4615.783203
	Iteration 17Q: 3 clusters Score -1311562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1311570.250000 Penalty: 4615.783203
	Iteration 18Q: 3 clusters Score -1311570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1311576.125000 Penalty: 4615.783203
	Iteration 19Q: 3 clusters Score -1311576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1311583.625000 Penalty: 4615.783203
	Iteration 20F: 3 clusters Score -1311584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1311586.375000 Penalty: 4615.783203
	Iteration 21Q: 3 clusters Score -1311586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1311589.875000 Penalty: 4615.783203
	Iteration 22Q: 3 clusters Score -1311590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1311590.250000 Penalty: 4615.783203
	Iteration 23Q: 3 clusters Score -1311590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1311590.625000 Penalty: 4615.783203
	Iteration 24Q: 3 clusters Score -1311591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1311590.625000 Penalty: 4615.783203
	Iteration 25F: 3 clusters Score -1311591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Entering Unmasked Estep 
Score: -3049209.500000 Penalty: 2539.270752
	Iteration 0F: 2 clusters Score -3049210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3029854.000000 Penalty: 5078.541504
	Iteration 0F: 3 clusters Score -3029854 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3037048.250000 Penalty: 5078.541504
	Iteration 1F: 3 clusters Score -3037048 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3037937.000000 Penalty: 5078.541504
	Iteration 2F: 3 clusters Score -3037937 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3039084.500000 Penalty: 5078.541504
	Iteration 3F: 3 clusters Score -3039084 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3040413.000000 Penalty: 5078.541504
	Iteration 4F: 3 clusters Score -3040413 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3041701.750000 Penalty: 5078.541504
	Iteration 5F: 3 clusters Score -3041702 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3042877.250000 Penalty: 5078.541504
	Iteration 6F: 3 clusters Score -3042877 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3043763.000000 Penalty: 5078.541504
	Iteration 7F: 3 clusters Score -3043763 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3044376.500000 Penalty: 5078.541504
	Iteration 8Q: 3 clusters Score -3044376 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3044895.750000 Penalty: 5078.541504
	Iteration 9Q: 3 clusters Score -3044896 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3045313.000000 Penalty: 5078.541504
	Iteration 10Q: 3 clusters Score -3045313 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3045669.250000 Penalty: 5078.541504
	Iteration 11Q: 3 clusters Score -3045669 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3045987.500000 Penalty: 5078.541504
	Iteration 12Q: 3 clusters Score -3045988 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3046271.750000 Penalty: 5078.541504
	Iteration 13Q: 3 clusters Score -3046272 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3046505.750000 Penalty: 5078.541504
	Iteration 14Q: 3 clusters Score -3046506 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3046724.000000 Penalty: 5078.541504
	Iteration 15Q: 3 clusters Score -3046724 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3046897.750000 Penalty: 5078.541504
	Iteration 16Q: 3 clusters Score -3046898 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3047061.000000 Penalty: 5078.541504
	Iteration 17Q: 3 clusters Score -3047061 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3047196.500000 Penalty: 5078.541504
	Iteration 18Q: 3 clusters Score -3047196 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3047292.750000 Penalty: 5078.541504
	Iteration 19Q: 3 clusters Score -3047293 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3047365.000000 Penalty: 5078.541504
	Iteration 20F: 3 clusters Score -3047365 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3047448.500000 Penalty: 5078.541504
	Iteration 21Q: 3 clusters Score -3047448 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3047500.250000 Penalty: 5078.541504
	Iteration 22Q: 3 clusters Score -3047500 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3047550.500000 Penalty: 5078.541504
	Iteration 23Q: 3 clusters Score -3047550 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3047589.250000 Penalty: 5078.541504
	Iteration 24Q: 3 clusters Score -3047589 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3047623.000000 Penalty: 5078.541504
	Iteration 25Q: 3 clusters Score -3047623 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3047643.500000 Penalty: 5078.541504
	Iteration 26Q: 3 clusters Score -3047644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3047670.250000 Penalty: 5078.541504
	Iteration 27Q: 3 clusters Score -3047670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3047698.500000 Penalty: 5078.541504
	Iteration 28Q: 3 clusters Score -3047698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3047707.500000 Penalty: 5078.541504
	Iteration 29Q: 3 clusters Score -3047708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3047708.250000 Penalty: 5078.541504
	Iteration 30Q: 3 clusters Score -3047708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3047715.500000 Penalty: 5078.541504
	Iteration 31Q: 3 clusters Score -3047716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3047726.000000 Penalty: 5078.541504
	Iteration 32Q: 3 clusters Score -3047726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3047733.750000 Penalty: 5078.541504
	Iteration 33Q: 3 clusters Score -3047734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3047750.500000 Penalty: 5078.541504
	Iteration 34Q: 3 clusters Score -3047750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3047755.500000 Penalty: 5078.541504
	Iteration 35Q: 3 clusters Score -3047756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3047755.500000 Penalty: 5078.541504
	Iteration 36Q: 3 clusters Score -3047756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3047766.750000 Penalty: 5078.541504
	Iteration 37Q: 3 clusters Score -3047767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3047769.500000 Penalty: 5078.541504
	Iteration 38Q: 3 clusters Score -3047770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3047774.750000 Penalty: 5078.541504
	Iteration 39Q: 3 clusters Score -3047775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3047776.500000 Penalty: 5078.541504
	Iteration 40F: 3 clusters Score -3047776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3047779.750000 Penalty: 5078.541504
	Iteration 41Q: 3 clusters Score -3047780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3047782.250000 Penalty: 5078.541504
	Iteration 42Q: 3 clusters Score -3047782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3047780.500000 Penalty: 5078.541504
	Iteration 43Q: 3 clusters Score -3047780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3047788.250000 Penalty: 5078.541504
	Iteration 44Q: 3 clusters Score -3047788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3047789.750000 Penalty: 5078.541504
	Iteration 45Q: 3 clusters Score -3047790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3047794.500000 Penalty: 5078.541504
	Iteration 46Q: 3 clusters Score -3047794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3047793.500000 Penalty: 5078.541504
	Iteration 47Q: 3 clusters Score -3047794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3047795.250000 Penalty: 5078.541504
	Iteration 48Q: 3 clusters Score -3047795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3047798.750000 Penalty: 5078.541504
	Iteration 49Q: 3 clusters Score -3047799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3047799.000000 Penalty: 5078.541504
	Iteration 50Q: 3 clusters Score -3047799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3047800.000000 Penalty: 5078.541504
	Iteration 51Q: 3 clusters Score -3047800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3047801.750000 Penalty: 5078.541504
	Iteration 52Q: 3 clusters Score -3047802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3047804.750000 Penalty: 5078.541504
	Iteration 53Q: 3 clusters Score -3047805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3047805.250000 Penalty: 5078.541504
	Iteration 54Q: 3 clusters Score -3047805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3047805.250000 Penalty: 5078.541504
	Iteration 55F: 3 clusters Score -3047805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Entering Unmasked Estep 
Score: -1941195.125000 Penalty: 2406.319092
	Iteration 0F: 2 clusters Score -1941195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1929473.000000 Penalty: 4812.638184
	Iteration 0F: 3 clusters Score -1929473 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1933249.375000 Penalty: 4812.638184
	Iteration 1F: 3 clusters Score -1933249 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1933647.875000 Penalty: 4812.638184
	Iteration 2F: 3 clusters Score -1933648 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1933974.875000 Penalty: 4812.638184
	Iteration 3Q: 3 clusters Score -1933975 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1934313.750000 Penalty: 4812.638184
	Iteration 4Q: 3 clusters Score -1934314 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1934792.125000 Penalty: 4812.638184
	Iteration 5Q: 3 clusters Score -1934792 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1935370.375000 Penalty: 4812.638184
	Iteration 6F: 3 clusters Score -1935370 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1936047.750000 Penalty: 4812.638184
	Iteration 7F: 3 clusters Score -1936048 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1936843.250000 Penalty: 4812.638184
	Iteration 8F: 3 clusters Score -1936843 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1937576.375000 Penalty: 4812.638184
	Iteration 9F: 3 clusters Score -1937576 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1938144.375000 Penalty: 4812.638184
	Iteration 10Q: 3 clusters Score -1938144 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1938520.000000 Penalty: 4812.638184
	Iteration 11Q: 3 clusters Score -1938520 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1938760.500000 Penalty: 4812.638184
	Iteration 12Q: 3 clusters Score -1938760 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1938895.125000 Penalty: 4812.638184
	Iteration 13Q: 3 clusters Score -1938895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1938994.000000 Penalty: 4812.638184
	Iteration 14Q: 3 clusters Score -1938994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1939041.500000 Penalty: 4812.638184
	Iteration 15Q: 3 clusters Score -1939042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1939065.000000 Penalty: 4812.638184
	Iteration 16Q: 3 clusters Score -1939065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1939084.750000 Penalty: 4812.638184
	Iteration 17Q: 3 clusters Score -1939085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1939094.375000 Penalty: 4812.638184
	Iteration 18Q: 3 clusters Score -1939094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1939108.500000 Penalty: 4812.638184
	Iteration 19Q: 3 clusters Score -1939108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1939113.375000 Penalty: 4812.638184
	Iteration 20F: 3 clusters Score -1939113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1939117.625000 Penalty: 4812.638184
	Iteration 21Q: 3 clusters Score -1939118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1939120.750000 Penalty: 4812.638184
	Iteration 22Q: 3 clusters Score -1939121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1939126.000000 Penalty: 4812.638184
	Iteration 23Q: 3 clusters Score -1939126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1939129.875000 Penalty: 4812.638184
	Iteration 24Q: 3 clusters Score -1939130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1939132.375000 Penalty: 4812.638184
	Iteration 25Q: 3 clusters Score -1939132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1939132.375000 Penalty: 4812.638184
	Iteration 26Q: 3 clusters Score -1939132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1939137.000000 Penalty: 4812.638184
	Iteration 27Q: 3 clusters Score -1939137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1939140.375000 Penalty: 4812.638184
	Iteration 28Q: 3 clusters Score -1939140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1939140.375000 Penalty: 4812.638184
	Iteration 29F: 3 clusters Score -1939140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Entering Unmasked Estep 
Score: -2575630.500000 Penalty: 2477.630371
	Iteration 0F: 2 clusters Score -2575630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2560476.250000 Penalty: 4955.260742
	Iteration 0F: 3 clusters Score -2560476 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2565883.750000 Penalty: 4955.260742
	Iteration 1F: 3 clusters Score -2565884 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2566639.750000 Penalty: 4955.260742
	Iteration 2F: 3 clusters Score -2566640 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2567442.750000 Penalty: 4955.260742
	Iteration 3F: 3 clusters Score -2567443 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2568390.000000 Penalty: 4955.260742
	Iteration 4F: 3 clusters Score -2568390 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2569406.750000 Penalty: 4955.260742
	Iteration 5F: 3 clusters Score -2569407 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2570453.250000 Penalty: 4955.260742
	Iteration 6F: 3 clusters Score -2570453 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2571396.500000 Penalty: 4955.260742
	Iteration 7F: 3 clusters Score -2571396 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2572164.750000 Penalty: 4955.260742
	Iteration 8Q: 3 clusters Score -2572165 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2572857.500000 Penalty: 4955.260742
	Iteration 9Q: 3 clusters Score -2572858 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2573417.500000 Penalty: 4955.260742
	Iteration 10Q: 3 clusters Score -2573418 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2573812.000000 Penalty: 4955.260742
	Iteration 11Q: 3 clusters Score -2573812 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2574039.000000 Penalty: 4955.260742
	Iteration 12Q: 3 clusters Score -2574039 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2574150.750000 Penalty: 4955.260742
	Iteration 13Q: 3 clusters Score -2574151 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2574251.250000 Penalty: 4955.260742
	Iteration 14Q: 3 clusters Score -2574251 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2574328.500000 Penalty: 4955.260742
	Iteration 15Q: 3 clusters Score -2574328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2574379.750000 Penalty: 4955.260742
	Iteration 16Q: 3 clusters Score -2574380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2574402.000000 Penalty: 4955.260742
	Iteration 17Q: 3 clusters Score -2574402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2574417.250000 Penalty: 4955.260742
	Iteration 18Q: 3 clusters Score -2574417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2574424.750000 Penalty: 4955.260742
	Iteration 19Q: 3 clusters Score -2574425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2574424.000000 Penalty: 4955.260742
	Iteration 20F: 3 clusters Score -2574424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2574431.000000 Penalty: 4955.260742
	Iteration 21Q: 3 clusters Score -2574431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2574436.500000 Penalty: 4955.260742
	Iteration 22Q: 3 clusters Score -2574436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2574436.000000 Penalty: 4955.260742
	Iteration 23Q: 3 clusters Score -2574436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2574437.750000 Penalty: 4955.260742
	Iteration 24Q: 3 clusters Score -2574438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2574439.500000 Penalty: 4955.260742
	Iteration 25Q: 3 clusters Score -2574440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2574439.750000 Penalty: 4955.260742
	Iteration 26Q: 3 clusters Score -2574440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2574440.500000 Penalty: 4955.260742
	Iteration 27Q: 3 clusters Score -2574440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2574441.250000 Penalty: 4955.260742
	Iteration 28Q: 3 clusters Score -2574441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2574439.000000 Penalty: 4955.260742
	Iteration 29Q: 3 clusters Score -2574439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2574441.250000 Penalty: 4955.260742
	Iteration 30Q: 3 clusters Score -2574441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2574441.000000 Penalty: 4955.260742
	Iteration 31Q: 3 clusters Score -2574441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2574441.000000 Penalty: 4955.260742
	Iteration 32F: 3 clusters Score -2574441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -348006.031250 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -348006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -345158.562500 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -345158.6 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -346010.781250 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -346010.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -346336.250000 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -346336.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -346618.218750 Penalty: 3874.537842
	Iteration 3F: 3 clusters Score -346618.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -346876.750000 Penalty: 3874.537842
	Iteration 4F: 3 clusters Score -346876.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -347065.718750 Penalty: 3874.537842
	Iteration 5F: 3 clusters Score -347065.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -347226.937500 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -347226.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -347338.031250 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -347338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -347425.250000 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -347425.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -347478.125000 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -347478.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -347512.687500 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -347512.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -347532.031250 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -347532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -347554.000000 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -347554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -347570.000000 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -347570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -347575.406250 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -347575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -347577.625000 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -347577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -347579.937500 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -347579.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -347580.656250 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -347580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -347582.218750 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -347582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -347581.906250 Penalty: 3874.537842
	Iteration 19Q: 3 clusters Score -347581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -347581.875000 Penalty: 3874.537842
	Iteration 20F: 3 clusters Score -347581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Entering Unmasked Estep 
Score: -575233.375000 Penalty: 2114.682373
	Iteration 0F: 2 clusters Score -575233.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -570685.250000 Penalty: 4229.364746
	Iteration 0F: 3 clusters Score -570685.2 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -571832.562500 Penalty: 4229.364746
	Iteration 1F: 3 clusters Score -571832.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -572069.437500 Penalty: 4229.364746
	Iteration 2F: 3 clusters Score -572069.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -572258.250000 Penalty: 4229.364746
	Iteration 3F: 3 clusters Score -572258.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -572458.062500 Penalty: 4229.364746
	Iteration 4Q: 3 clusters Score -572458.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -572725.187500 Penalty: 4229.364746
	Iteration 5Q: 3 clusters Score -572725.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -573055.750000 Penalty: 4229.364746
	Iteration 6F: 3 clusters Score -573055.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -573458.937500 Penalty: 4229.364746
	Iteration 7F: 3 clusters Score -573458.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -573870.875000 Penalty: 4229.364746
	Iteration 8F: 3 clusters Score -573870.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -574230.187500 Penalty: 4229.364746
	Iteration 9F: 3 clusters Score -574230.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -574481.937500 Penalty: 4229.364746
	Iteration 10F: 3 clusters Score -574481.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -574603.250000 Penalty: 4229.364746
	Iteration 11Q: 3 clusters Score -574603.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -574674.687500 Penalty: 4229.364746
	Iteration 12Q: 3 clusters Score -574674.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -574718.875000 Penalty: 4229.364746
	Iteration 13Q: 3 clusters Score -574718.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -574740.500000 Penalty: 4229.364746
	Iteration 14Q: 3 clusters Score -574740.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -574761.312500 Penalty: 4229.364746
	Iteration 15Q: 3 clusters Score -574761.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -574775.625000 Penalty: 4229.364746
	Iteration 16Q: 3 clusters Score -574775.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -574788.500000 Penalty: 4229.364746
	Iteration 17Q: 3 clusters Score -574788.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -574799.750000 Penalty: 4229.364746
	Iteration 18Q: 3 clusters Score -574799.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -574807.625000 Penalty: 4229.364746
	Iteration 19Q: 3 clusters Score -574807.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -574819.500000 Penalty: 4229.364746
	Iteration 20F: 3 clusters Score -574819.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -574827.500000 Penalty: 4229.364746
	Iteration 21Q: 3 clusters Score -574827.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -574833.750000 Penalty: 4229.364746
	Iteration 22Q: 3 clusters Score -574833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -574838.500000 Penalty: 4229.364746
	Iteration 23Q: 3 clusters Score -574838.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -574842.437500 Penalty: 4229.364746
	Iteration 24Q: 3 clusters Score -574842.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -574846.562500 Penalty: 4229.364746
	Iteration 25Q: 3 clusters Score -574846.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -574849.875000 Penalty: 4229.364746
	Iteration 26Q: 3 clusters Score -574849.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -574853.750000 Penalty: 4229.364746
	Iteration 27Q: 3 clusters Score -574853.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -574856.187500 Penalty: 4229.364746
	Iteration 28Q: 3 clusters Score -574856.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -574857.250000 Penalty: 4229.364746
	Iteration 29Q: 3 clusters Score -574857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -574858.125000 Penalty: 4229.364746
	Iteration 30Q: 3 clusters Score -574858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -574860.312500 Penalty: 4229.364746
	Iteration 31Q: 3 clusters Score -574860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -574860.312500 Penalty: 4229.364746
	Iteration 32Q: 3 clusters Score -574860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -574861.250000 Penalty: 4229.364746
	Iteration 33Q: 3 clusters Score -574861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -574861.437500 Penalty: 4229.364746
	Iteration 34Q: 3 clusters Score -574861.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -574862.187500 Penalty: 4229.364746
	Iteration 35Q: 3 clusters Score -574862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -574861.187500 Penalty: 4229.364746
	Iteration 36Q: 3 clusters Score -574861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -574861.187500 Penalty: 4229.364746
	Iteration 37F: 3 clusters Score -574861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Entering Unmasked Estep 
Score: -2582128.750000 Penalty: 2477.277832
	Iteration 0F: 2 clusters Score -2582129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2566880.500000 Penalty: 4954.555664
	Iteration 0F: 3 clusters Score -2566880 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2572290.750000 Penalty: 4954.555664
	Iteration 1F: 3 clusters Score -2572291 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2573112.000000 Penalty: 4954.555664
	Iteration 2F: 3 clusters Score -2573112 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2573998.250000 Penalty: 4954.555664
	Iteration 3F: 3 clusters Score -2573998 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2574849.250000 Penalty: 4954.555664
	Iteration 4F: 3 clusters Score -2574849 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2575629.000000 Penalty: 4954.555664
	Iteration 5F: 3 clusters Score -2575629 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2576380.750000 Penalty: 4954.555664
	Iteration 6F: 3 clusters Score -2576381 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2577087.000000 Penalty: 4954.555664
	Iteration 7F: 3 clusters Score -2577087 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2577646.000000 Penalty: 4954.555664
	Iteration 8Q: 3 clusters Score -2577646 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2578070.000000 Penalty: 4954.555664
	Iteration 9Q: 3 clusters Score -2578070 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2578346.250000 Penalty: 4954.555664
	Iteration 10Q: 3 clusters Score -2578346 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2578536.750000 Penalty: 4954.555664
	Iteration 11Q: 3 clusters Score -2578537 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2578663.500000 Penalty: 4954.555664
	Iteration 12Q: 3 clusters Score -2578664 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2578734.500000 Penalty: 4954.555664
	Iteration 13Q: 3 clusters Score -2578734 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2578796.000000 Penalty: 4954.555664
	Iteration 14Q: 3 clusters Score -2578796 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2578830.750000 Penalty: 4954.555664
	Iteration 15Q: 3 clusters Score -2578831 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2578846.750000 Penalty: 4954.555664
	Iteration 16Q: 3 clusters Score -2578847 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2578877.250000 Penalty: 4954.555664
	Iteration 17Q: 3 clusters Score -2578877 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2578891.000000 Penalty: 4954.555664
	Iteration 18Q: 3 clusters Score -2578891 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2578912.500000 Penalty: 4954.555664
	Iteration 19Q: 3 clusters Score -2578912 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2578940.500000 Penalty: 4954.555664
	Iteration 20F: 3 clusters Score -2578940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2578942.750000 Penalty: 4954.555664
	Iteration 21Q: 3 clusters Score -2578943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2578961.750000 Penalty: 4954.555664
	Iteration 22Q: 3 clusters Score -2578962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2578982.750000 Penalty: 4954.555664
	Iteration 23Q: 3 clusters Score -2578983 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2578984.750000 Penalty: 4954.555664
	Iteration 24Q: 3 clusters Score -2578985 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2579002.500000 Penalty: 4954.555664
	Iteration 25Q: 3 clusters Score -2579002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2579024.500000 Penalty: 4954.555664
	Iteration 26Q: 3 clusters Score -2579024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2579034.250000 Penalty: 4954.555664
	Iteration 27Q: 3 clusters Score -2579034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2579057.000000 Penalty: 4954.555664
	Iteration 28Q: 3 clusters Score -2579057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2579072.500000 Penalty: 4954.555664
	Iteration 29Q: 3 clusters Score -2579072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2579088.750000 Penalty: 4954.555664
	Iteration 30Q: 3 clusters Score -2579089 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2579081.250000 Penalty: 4954.555664
	Iteration 31Q: 3 clusters Score -2579081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2579096.250000 Penalty: 4954.555664
	Iteration 32Q: 3 clusters Score -2579096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2579101.750000 Penalty: 4954.555664
	Iteration 33Q: 3 clusters Score -2579102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2579115.750000 Penalty: 4954.555664
	Iteration 34Q: 3 clusters Score -2579116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2579136.250000 Penalty: 4954.555664
	Iteration 35Q: 3 clusters Score -2579136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2579141.750000 Penalty: 4954.555664
	Iteration 36Q: 3 clusters Score -2579142 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2579151.750000 Penalty: 4954.555664
	Iteration 37Q: 3 clusters Score -2579152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2579166.250000 Penalty: 4954.555664
	Iteration 38Q: 3 clusters Score -2579166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2579181.000000 Penalty: 4954.555664
	Iteration 39Q: 3 clusters Score -2579181 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2579185.250000 Penalty: 4954.555664
	Iteration 40F: 3 clusters Score -2579185 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2579209.000000 Penalty: 4954.555664
	Iteration 41Q: 3 clusters Score -2579209 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2579219.250000 Penalty: 4954.555664
	Iteration 42Q: 3 clusters Score -2579219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2579221.500000 Penalty: 4954.555664
	Iteration 43Q: 3 clusters Score -2579222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2579254.000000 Penalty: 4954.555664
	Iteration 44Q: 3 clusters Score -2579254 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2579267.500000 Penalty: 4954.555664
	Iteration 45Q: 3 clusters Score -2579268 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2579297.750000 Penalty: 4954.555664
	Iteration 46Q: 3 clusters Score -2579298 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2579341.250000 Penalty: 4954.555664
	Iteration 47Q: 3 clusters Score -2579341 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2579375.250000 Penalty: 4954.555664
	Iteration 48Q: 3 clusters Score -2579375 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2579417.250000 Penalty: 4954.555664
	Iteration 49Q: 3 clusters Score -2579417 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2579454.500000 Penalty: 4954.555664
	Iteration 50Q: 3 clusters Score -2579454 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2579489.250000 Penalty: 4954.555664
	Iteration 51Q: 3 clusters Score -2579489 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2579521.750000 Penalty: 4954.555664
	Iteration 52Q: 3 clusters Score -2579522 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2579557.750000 Penalty: 4954.555664
	Iteration 53Q: 3 clusters Score -2579558 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2579593.750000 Penalty: 4954.555664
	Iteration 54Q: 3 clusters Score -2579594 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2579628.750000 Penalty: 4954.555664
	Iteration 55Q: 3 clusters Score -2579629 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2579688.750000 Penalty: 4954.555664
	Iteration 56Q: 3 clusters Score -2579689 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2579737.250000 Penalty: 4954.555664
	Iteration 57Q: 3 clusters Score -2579737 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2579779.750000 Penalty: 4954.555664
	Iteration 58Q: 3 clusters Score -2579780 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2579844.000000 Penalty: 4954.555664
	Iteration 59Q: 3 clusters Score -2579844 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2579904.750000 Penalty: 4954.555664
	Iteration 60F: 3 clusters Score -2579905 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2579963.000000 Penalty: 4954.555664
	Iteration 61Q: 3 clusters Score -2579963 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2580025.750000 Penalty: 4954.555664
	Iteration 62Q: 3 clusters Score -2580026 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2580112.000000 Penalty: 4954.555664
	Iteration 63Q: 3 clusters Score -2580112 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2580164.500000 Penalty: 4954.555664
	Iteration 64Q: 3 clusters Score -2580164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2580215.750000 Penalty: 4954.555664
	Iteration 65Q: 3 clusters Score -2580216 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2580262.250000 Penalty: 4954.555664
	Iteration 66Q: 3 clusters Score -2580262 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2580293.750000 Penalty: 4954.555664
	Iteration 67Q: 3 clusters Score -2580294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2580325.250000 Penalty: 4954.555664
	Iteration 68Q: 3 clusters Score -2580325 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2580355.750000 Penalty: 4954.555664
	Iteration 69Q: 3 clusters Score -2580356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2580374.500000 Penalty: 4954.555664
	Iteration 70Q: 3 clusters Score -2580374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2580399 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2580434.750000 Penalty: 4954.555664
	Iteration 72Q: 3 clusters Score -2580435 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2580451.750000 Penalty: 4954.555664
	Iteration 73Q: 3 clusters Score -2580452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2580465.750000 Penalty: 4954.555664
	Iteration 74Q: 3 clusters Score -2580466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2580488.500000 Penalty: 4954.555664
	Iteration 75Q: 3 clusters Score -2580488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2580504.000000 Penalty: 4954.555664
	Iteration 76Q: 3 clusters Score -2580504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2580521.000000 Penalty: 4954.555664
	Iteration 77Q: 3 clusters Score -2580521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2580539.750000 Penalty: 4954.555664
	Iteration 78Q: 3 clusters Score -2580540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2580543.000000 Penalty: 4954.555664
	Iteration 79Q: 3 clusters Score -2580543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2580552.500000 Penalty: 4954.555664
	Iteration 80F: 3 clusters Score -2580552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2580559.250000 Penalty: 4954.555664
	Iteration 81Q: 3 clusters Score -2580559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2580564.750000 Penalty: 4954.555664
	Iteration 82Q: 3 clusters Score -2580565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2580573.250000 Penalty: 4954.555664
	Iteration 83Q: 3 clusters Score -2580573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2580580.250000 Penalty: 4954.555664
	Iteration 84Q: 3 clusters Score -2580580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2580581.500000 Penalty: 4954.555664
	Iteration 85Q: 3 clusters Score -2580582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2580588.250000 Penalty: 4954.555664
	Iteration 86Q: 3 clusters Score -2580588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2580598.500000 Penalty: 4954.555664
	Iteration 87Q: 3 clusters Score -2580598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2580609.250000 Penalty: 4954.555664
	Iteration 88Q: 3 clusters Score -2580609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2580611.500000 Penalty: 4954.555664
	Iteration 89Q: 3 clusters Score -2580612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2580621.250000 Penalty: 4954.555664
	Iteration 90Q: 3 clusters Score -2580621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2580626.250000 Penalty: 4954.555664
	Iteration 91Q: 3 clusters Score -2580626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2580628.500000 Penalty: 4954.555664
	Iteration 92Q: 3 clusters Score -2580628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2580629.750000 Penalty: 4954.555664
	Iteration 93Q: 3 clusters Score -2580630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2580630.000000 Penalty: 4954.555664
	Iteration 94Q: 3 clusters Score -2580630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2580635.500000 Penalty: 4954.555664
	Iteration 95Q: 3 clusters Score -2580636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2580634.500000 Penalty: 4954.555664
	Iteration 96Q: 3 clusters Score -2580634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2580639.750000 Penalty: 4954.555664
	Iteration 97Q: 3 clusters Score -2580640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2580642.500000 Penalty: 4954.555664
	Iteration 98Q: 3 clusters Score -2580642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2580644.000000 Penalty: 4954.555664
	Iteration 99Q: 3 clusters Score -2580644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2580640.500000 Penalty: 4954.555664
	Iteration 100F: 3 clusters Score -2580640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2580642.000000 Penalty: 4954.555664
	Iteration 101Q: 3 clusters Score -2580642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2580642.250000 Penalty: 4954.555664
	Iteration 102Q: 3 clusters Score -2580642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2580644.750000 Penalty: 4954.555664
	Iteration 103Q: 3 clusters Score -2580645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2580643.750000 Penalty: 4954.555664
	Iteration 104Q: 3 clusters Score -2580644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2580643.000000 Penalty: 4954.555664
	Iteration 105Q: 3 clusters Score -2580643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2580643.500000 Penalty: 4954.555664
	Iteration 106Q: 3 clusters Score -2580644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2580647.250000 Penalty: 4954.555664
	Iteration 107Q: 3 clusters Score -2580647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2580646.000000 Penalty: 4954.555664
	Iteration 108Q: 3 clusters Score -2580646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2580646.000000 Penalty: 4954.555664
	Iteration 109Q: 3 clusters Score -2580646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2580645.750000 Penalty: 4954.555664
	Iteration 110Q: 3 clusters Score -2580646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2580648.000000 Penalty: 4954.555664
	Iteration 111Q: 3 clusters Score -2580648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2580645.500000 Penalty: 4954.555664
	Iteration 112Q: 3 clusters Score -2580646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2580647.750000 Penalty: 4954.555664
	Iteration 113Q: 3 clusters Score -2580648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2580646.750000 Penalty: 4954.555664
	Iteration 114Q: 3 clusters Score -2580647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2580647.750000 Penalty: 4954.555664
	Iteration 115Q: 3 clusters Score -2580648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2580652.250000 Penalty: 4954.555664
	Iteration 116Q: 3 clusters Score -2580652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2580651.750000 Penalty: 4954.555664
	Iteration 117Q: 3 clusters Score -2580652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2580654.000000 Penalty: 4954.555664
	Iteration 118Q: 3 clusters Score -2580654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2580655.250000 Penalty: 4954.555664
	Iteration 119Q: 3 clusters Score -2580655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2580655.250000 Penalty: 4954.555664
	Iteration 120F: 3 clusters Score -2580655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2580656.500000 Penalty: 4954.555664
	Iteration 121Q: 3 clusters Score -2580656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2580656.250000 Penalty: 4954.555664
	Iteration 122Q: 3 clusters Score -2580656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2580659.500000 Penalty: 4954.555664
	Iteration 123Q: 3 clusters Score -2580660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2580659.500000 Penalty: 4954.555664
	Iteration 124F: 3 clusters Score -2580660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10466 members 
Entering Unmasked Estep 
Score: -1059824.250000 Penalty: 2295.459961
	Iteration 0F: 2 clusters Score -1059824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1051904.000000 Penalty: 4590.919922
	Iteration 0F: 3 clusters Score -1051904 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1054377.750000 Penalty: 4590.919922
	Iteration 1F: 3 clusters Score -1054378 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1054885.750000 Penalty: 4590.919922
	Iteration 2F: 3 clusters Score -1054886 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1055404.500000 Penalty: 4590.919922
	Iteration 3F: 3 clusters Score -1055404 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1056011.250000 Penalty: 4590.919922
	Iteration 4F: 3 clusters Score -1056011 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1056490.000000 Penalty: 4590.919922
	Iteration 5F: 3 clusters Score -1056490 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1056805.750000 Penalty: 4590.919922
	Iteration 6F: 3 clusters Score -1056806 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1057048.500000 Penalty: 4590.919922
	Iteration 7Q: 3 clusters Score -1057048 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1057258.625000 Penalty: 4590.919922
	Iteration 8Q: 3 clusters Score -1057259 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1057431.500000 Penalty: 4590.919922
	Iteration 9Q: 3 clusters Score -1057432 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1057558.250000 Penalty: 4590.919922
	Iteration 10Q: 3 clusters Score -1057558 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1057666.500000 Penalty: 4590.919922
	Iteration 11Q: 3 clusters Score -1057666 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1057774.000000 Penalty: 4590.919922
	Iteration 12Q: 3 clusters Score -1057774 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1057870.375000 Penalty: 4590.919922
	Iteration 13Q: 3 clusters Score -1057870 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1057948.125000 Penalty: 4590.919922
	Iteration 14Q: 3 clusters Score -1057948 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1058005.000000 Penalty: 4590.919922
	Iteration 15Q: 3 clusters Score -1058005 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1058053.875000 Penalty: 4590.919922
	Iteration 16Q: 3 clusters Score -1058054 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1058094.750000 Penalty: 4590.919922
	Iteration 17Q: 3 clusters Score -1058095 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1058128.250000 Penalty: 4590.919922
	Iteration 18Q: 3 clusters Score -1058128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1058169.000000 Penalty: 4590.919922
	Iteration 19Q: 3 clusters Score -1058169 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1058221.875000 Penalty: 4590.919922
	Iteration 20F: 3 clusters Score -1058222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1058270.625000 Penalty: 4590.919922
	Iteration 21Q: 3 clusters Score -1058271 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1058320.250000 Penalty: 4590.919922
	Iteration 22Q: 3 clusters Score -1058320 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1058368.375000 Penalty: 4590.919922
	Iteration 23Q: 3 clusters Score -1058368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1058404.250000 Penalty: 4590.919922
	Iteration 24Q: 3 clusters Score -1058404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1058436.125000 Penalty: 4590.919922
	Iteration 25Q: 3 clusters Score -1058436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1058459.125000 Penalty: 4590.919922
	Iteration 26Q: 3 clusters Score -1058459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1058476.250000 Penalty: 4590.919922
	Iteration 27Q: 3 clusters Score -1058476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1058494.500000 Penalty: 4590.919922
	Iteration 28Q: 3 clusters Score -1058494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1058514.125000 Penalty: 4590.919922
	Iteration 29Q: 3 clusters Score -1058514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1058524.000000 Penalty: 4590.919922
	Iteration 30Q: 3 clusters Score -1058524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1058535.875000 Penalty: 4590.919922
	Iteration 31Q: 3 clusters Score -1058536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1058548.500000 Penalty: 4590.919922
	Iteration 32Q: 3 clusters Score -1058548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1058556.875000 Penalty: 4590.919922
	Iteration 33Q: 3 clusters Score -1058557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1058569.875000 Penalty: 4590.919922
	Iteration 34Q: 3 clusters Score -1058570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1058586.000000 Penalty: 4590.919922
	Iteration 35Q: 3 clusters Score -1058586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1058599.250000 Penalty: 4590.919922
	Iteration 36Q: 3 clusters Score -1058599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1058611.125000 Penalty: 4590.919922
	Iteration 37Q: 3 clusters Score -1058611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1058620.750000 Penalty: 4590.919922
	Iteration 38Q: 3 clusters Score -1058621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1058629.750000 Penalty: 4590.919922
	Iteration 39Q: 3 clusters Score -1058630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1058637.625000 Penalty: 4590.919922
	Iteration 40F: 3 clusters Score -1058638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1058654.625000 Penalty: 4590.919922
	Iteration 41Q: 3 clusters Score -1058655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1058663.125000 Penalty: 4590.919922
	Iteration 42Q: 3 clusters Score -1058663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1058667.250000 Penalty: 4590.919922
	Iteration 43Q: 3 clusters Score -1058667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1058670.875000 Penalty: 4590.919922
	Iteration 44Q: 3 clusters Score -1058671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1058674.375000 Penalty: 4590.919922
	Iteration 45Q: 3 clusters Score -1058674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1058674.000000 Penalty: 4590.919922
	Iteration 46Q: 3 clusters Score -1058674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1058675.250000 Penalty: 4590.919922
	Iteration 47Q: 3 clusters Score -1058675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1058675.625000 Penalty: 4590.919922
	Iteration 48Q: 3 clusters Score -1058676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1058675.625000 Penalty: 4590.919922
	Iteration 49F: 3 clusters Score -1058676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Entering Unmasked Estep 
Score: -1085678.250000 Penalty: 2269.003906
	Iteration 0F: 2 clusters Score -1085678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1078370.125000 Penalty: 4538.007812
	Iteration 0F: 3 clusters Score -1078370 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1080517.500000 Penalty: 4538.007812
	Iteration 1F: 3 clusters Score -1080518 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1080902.250000 Penalty: 4538.007812
	Iteration 2F: 3 clusters Score -1080902 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1081236.500000 Penalty: 4538.007812
	Iteration 3F: 3 clusters Score -1081236 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1081572.625000 Penalty: 4538.007812
	Iteration 4F: 3 clusters Score -1081573 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1081946.000000 Penalty: 4538.007812
	Iteration 5Q: 3 clusters Score -1081946 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1082442.625000 Penalty: 4538.007812
	Iteration 6F: 3 clusters Score -1082443 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1082904.125000 Penalty: 4538.007812
	Iteration 7F: 3 clusters Score -1082904 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1083337.250000 Penalty: 4538.007812
	Iteration 8F: 3 clusters Score -1083337 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1083717.625000 Penalty: 4538.007812
	Iteration 9F: 3 clusters Score -1083718 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1083977.125000 Penalty: 4538.007812
	Iteration 10Q: 3 clusters Score -1083977 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1084122.875000 Penalty: 4538.007812
	Iteration 11Q: 3 clusters Score -1084123 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1084211.625000 Penalty: 4538.007812
	Iteration 12Q: 3 clusters Score -1084212 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1084262.250000 Penalty: 4538.007812
	Iteration 13Q: 3 clusters Score -1084262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1084290.875000 Penalty: 4538.007812
	Iteration 14Q: 3 clusters Score -1084291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1084308.875000 Penalty: 4538.007812
	Iteration 15Q: 3 clusters Score -1084309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1084320.750000 Penalty: 4538.007812
	Iteration 16Q: 3 clusters Score -1084321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1084335.125000 Penalty: 4538.007812
	Iteration 17Q: 3 clusters Score -1084335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1084351.500000 Penalty: 4538.007812
	Iteration 18Q: 3 clusters Score -1084352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1084361.875000 Penalty: 4538.007812
	Iteration 19Q: 3 clusters Score -1084362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1084376.000000 Penalty: 4538.007812
	Iteration 20F: 3 clusters Score -1084376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1084386.250000 Penalty: 4538.007812
	Iteration 21Q: 3 clusters Score -1084386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1084400.125000 Penalty: 4538.007812
	Iteration 22Q: 3 clusters Score -1084400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1084410.375000 Penalty: 4538.007812
	Iteration 23Q: 3 clusters Score -1084410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1084420.125000 Penalty: 4538.007812
	Iteration 24Q: 3 clusters Score -1084420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1084425.250000 Penalty: 4538.007812
	Iteration 25Q: 3 clusters Score -1084425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1084428.000000 Penalty: 4538.007812
	Iteration 26Q: 3 clusters Score -1084428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1084434.375000 Penalty: 4538.007812
	Iteration 27Q: 3 clusters Score -1084434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1084434.750000 Penalty: 4538.007812
	Iteration 28Q: 3 clusters Score -1084435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1084435.625000 Penalty: 4538.007812
	Iteration 29Q: 3 clusters Score -1084436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1084438.375000 Penalty: 4538.007812
	Iteration 30Q: 3 clusters Score -1084438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1084438.625000 Penalty: 4538.007812
	Iteration 31Q: 3 clusters Score -1084439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1084438.625000 Penalty: 4538.007812
	Iteration 32F: 3 clusters Score -1084439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -562541.312500 Penalty: 2109.470703
	Iteration 0F: 2 clusters Score -562541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -558045.812500 Penalty: 4218.941406
	Iteration 0F: 3 clusters Score -558045.8 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -559118.187500 Penalty: 4218.941406
	Iteration 1F: 3 clusters Score -559118.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -559394.875000 Penalty: 4218.941406
	Iteration 2F: 3 clusters Score -559394.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -559588.312500 Penalty: 4218.941406
	Iteration 3F: 3 clusters Score -559588.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -559727.187500 Penalty: 4218.941406
	Iteration 4Q: 3 clusters Score -559727.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -559825.500000 Penalty: 4218.941406
	Iteration 5Q: 3 clusters Score -559825.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -559912.125000 Penalty: 4218.941406
	Iteration 6Q: 3 clusters Score -559912.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -559996.437500 Penalty: 4218.941406
	Iteration 7Q: 3 clusters Score -559996.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -560071.312500 Penalty: 4218.941406
	Iteration 8Q: 3 clusters Score -560071.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -560132.625000 Penalty: 4218.941406
	Iteration 9Q: 3 clusters Score -560132.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -560194.125000 Penalty: 4218.941406
	Iteration 10Q: 3 clusters Score -560194.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -560259.500000 Penalty: 4218.941406
	Iteration 11Q: 3 clusters Score -560259.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -560315.750000 Penalty: 4218.941406
	Iteration 12Q: 3 clusters Score -560315.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -560375.812500 Penalty: 4218.941406
	Iteration 13Q: 3 clusters Score -560375.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -560448.125000 Penalty: 4218.941406
	Iteration 14Q: 3 clusters Score -560448.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -560529.375000 Penalty: 4218.941406
	Iteration 15Q: 3 clusters Score -560529.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -560610.437500 Penalty: 4218.941406
	Iteration 16Q: 3 clusters Score -560610.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -560684.687500 Penalty: 4218.941406
	Iteration 17Q: 3 clusters Score -560684.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -560744.125000 Penalty: 4218.941406
	Iteration 18Q: 3 clusters Score -560744.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -560800.750000 Penalty: 4218.941406
	Iteration 19Q: 3 clusters Score -560800.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -560853.312500 Penalty: 4218.941406
	Iteration 20F: 3 clusters Score -560853.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -560900.687500 Penalty: 4218.941406
	Iteration 21Q: 3 clusters Score -560900.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -560943.250000 Penalty: 4218.941406
	Iteration 22Q: 3 clusters Score -560943.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -560971.187500 Penalty: 4218.941406
	Iteration 23Q: 3 clusters Score -560971.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -560992.187500 Penalty: 4218.941406
	Iteration 24Q: 3 clusters Score -560992.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -561003.125000 Penalty: 4218.941406
	Iteration 25Q: 3 clusters Score -561003.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -561011.187500 Penalty: 4218.941406
	Iteration 26Q: 3 clusters Score -561011.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -561017.000000 Penalty: 4218.941406
	Iteration 27Q: 3 clusters Score -561017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -561023.500000 Penalty: 4218.941406
	Iteration 28Q: 3 clusters Score -561023.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -561029.125000 Penalty: 4218.941406
	Iteration 29Q: 3 clusters Score -561029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -561034.875000 Penalty: 4218.941406
	Iteration 30Q: 3 clusters Score -561034.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -561037.000000 Penalty: 4218.941406
	Iteration 31Q: 3 clusters Score -561037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -561038.437500 Penalty: 4218.941406
	Iteration 32Q: 3 clusters Score -561038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -561038.437500 Penalty: 4218.941406
	Iteration 33F: 3 clusters Score -561038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Entering Unmasked Estep 
Score: -3074906.000000 Penalty: 2525.574219
	Iteration 0F: 2 clusters Score -3074906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3056796.250000 Penalty: 5051.148438
	Iteration 0F: 3 clusters Score -3056796 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3063096.500000 Penalty: 5051.148438
	Iteration 1F: 3 clusters Score -3063096 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3063707.250000 Penalty: 5051.148438
	Iteration 2F: 3 clusters Score -3063707 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3064294.500000 Penalty: 5051.148438
	Iteration 3F: 3 clusters Score -3064294 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3064839.500000 Penalty: 5051.148438
	Iteration 4Q: 3 clusters Score -3064840 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3065329.750000 Penalty: 5051.148438
	Iteration 5Q: 3 clusters Score -3065330 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3065858.250000 Penalty: 5051.148438
	Iteration 6Q: 3 clusters Score -3065858 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3066459.250000 Penalty: 5051.148438
	Iteration 7Q: 3 clusters Score -3066459 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3067108.250000 Penalty: 5051.148438
	Iteration 8Q: 3 clusters Score -3067108 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3067705.250000 Penalty: 5051.148438
	Iteration 9Q: 3 clusters Score -3067705 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3068297.500000 Penalty: 5051.148438
	Iteration 10Q: 3 clusters Score -3068298 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3068824.750000 Penalty: 5051.148438
	Iteration 11Q: 3 clusters Score -3068825 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3069205.250000 Penalty: 5051.148438
	Iteration 12Q: 3 clusters Score -3069205 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3069455.500000 Penalty: 5051.148438
	Iteration 13Q: 3 clusters Score -3069456 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3069642.000000 Penalty: 5051.148438
	Iteration 14Q: 3 clusters Score -3069642 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3069801.000000 Penalty: 5051.148438
	Iteration 15Q: 3 clusters Score -3069801 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3069975.250000 Penalty: 5051.148438
	Iteration 16Q: 3 clusters Score -3069975 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3070137.750000 Penalty: 5051.148438
	Iteration 17Q: 3 clusters Score -3070138 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3070333.000000 Penalty: 5051.148438
	Iteration 18Q: 3 clusters Score -3070333 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3070523.500000 Penalty: 5051.148438
	Iteration 19Q: 3 clusters Score -3070524 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3070704.250000 Penalty: 5051.148438
	Iteration 20F: 3 clusters Score -3070704 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3070918.750000 Penalty: 5051.148438
	Iteration 21Q: 3 clusters Score -3070919 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3071111.750000 Penalty: 5051.148438
	Iteration 22Q: 3 clusters Score -3071112 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3071304.750000 Penalty: 5051.148438
	Iteration 23Q: 3 clusters Score -3071305 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3071516.250000 Penalty: 5051.148438
	Iteration 24Q: 3 clusters Score -3071516 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3071757.000000 Penalty: 5051.148438
	Iteration 25Q: 3 clusters Score -3071757 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3071939.000000 Penalty: 5051.148438
	Iteration 26Q: 3 clusters Score -3071939 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3072087.500000 Penalty: 5051.148438
	Iteration 27Q: 3 clusters Score -3072088 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3072229.500000 Penalty: 5051.148438
	Iteration 28Q: 3 clusters Score -3072230 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3072406.500000 Penalty: 5051.148438
	Iteration 29Q: 3 clusters Score -3072406 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3072560.750000 Penalty: 5051.148438
	Iteration 30Q: 3 clusters Score -3072561 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3072695.750000 Penalty: 5051.148438
	Iteration 31Q: 3 clusters Score -3072696 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3072827.000000 Penalty: 5051.148438
	Iteration 32Q: 3 clusters Score -3072827 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3072939.000000 Penalty: 5051.148438
	Iteration 33Q: 3 clusters Score -3072939 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3073025.500000 Penalty: 5051.148438
	Iteration 34Q: 3 clusters Score -3073026 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3073103.750000 Penalty: 5051.148438
	Iteration 35Q: 3 clusters Score -3073104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3073160.250000 Penalty: 5051.148438
	Iteration 36Q: 3 clusters Score -3073160 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3073220.750000 Penalty: 5051.148438
	Iteration 37Q: 3 clusters Score -3073221 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3073268.500000 Penalty: 5051.148438
	Iteration 38Q: 3 clusters Score -3073268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3073303.750000 Penalty: 5051.148438
	Iteration 39Q: 3 clusters Score -3073304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3073329.000000 Penalty: 5051.148438
	Iteration 40F: 3 clusters Score -3073329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3073358.000000 Penalty: 5051.148438
	Iteration 41Q: 3 clusters Score -3073358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3073386.250000 Penalty: 5051.148438
	Iteration 42Q: 3 clusters Score -3073386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3073398.500000 Penalty: 5051.148438
	Iteration 43Q: 3 clusters Score -3073398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3073417.750000 Penalty: 5051.148438
	Iteration 44Q: 3 clusters Score -3073418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3073431.500000 Penalty: 5051.148438
	Iteration 45Q: 3 clusters Score -3073432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3073442.000000 Penalty: 5051.148438
	Iteration 46Q: 3 clusters Score -3073442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3073450.500000 Penalty: 5051.148438
	Iteration 47Q: 3 clusters Score -3073450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3073458.750000 Penalty: 5051.148438
	Iteration 48Q: 3 clusters Score -3073459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3073461.750000 Penalty: 5051.148438
	Iteration 49Q: 3 clusters Score -3073462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3073472.500000 Penalty: 5051.148438
	Iteration 50Q: 3 clusters Score -3073472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3073476.250000 Penalty: 5051.148438
	Iteration 51Q: 3 clusters Score -3073476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3073478.000000 Penalty: 5051.148438
	Iteration 52Q: 3 clusters Score -3073478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3073481.500000 Penalty: 5051.148438
	Iteration 53Q: 3 clusters Score -3073482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3073487.500000 Penalty: 5051.148438
	Iteration 54Q: 3 clusters Score -3073488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3073490.000000 Penalty: 5051.148438
	Iteration 55Q: 3 clusters Score -3073490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3073490.250000 Penalty: 5051.148438
	Iteration 56Q: 3 clusters Score -3073490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3073489.750000 Penalty: 5051.148438
	Iteration 57Q: 3 clusters Score -3073490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3073489.250000 Penalty: 5051.148438
	Iteration 58Q: 3 clusters Score -3073489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3073493.500000 Penalty: 5051.148438
	Iteration 59Q: 3 clusters Score -3073494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3073492.750000 Penalty: 5051.148438
	Iteration 60F: 3 clusters Score -3073493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3073492.750000 Penalty: 5051.148438
	Iteration 61Q: 3 clusters Score -3073493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3073495.250000 Penalty: 5051.148438
	Iteration 62Q: 3 clusters Score -3073495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3073493.000000 Penalty: 5051.148438
	Iteration 63Q: 3 clusters Score -3073493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3073495.750000 Penalty: 5051.148438
	Iteration 64Q: 3 clusters Score -3073496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3073498.000000 Penalty: 5051.148438
	Iteration 65Q: 3 clusters Score -3073498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3073499.000000 Penalty: 5051.148438
	Iteration 66Q: 3 clusters Score -3073499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3073500.000000 Penalty: 5051.148438
	Iteration 67Q: 3 clusters Score -3073500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3073504.500000 Penalty: 5051.148438
	Iteration 68Q: 3 clusters Score -3073504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3073508.250000 Penalty: 5051.148438
	Iteration 69Q: 3 clusters Score -3073508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3073510.750000 Penalty: 5051.148438
	Iteration 70Q: 3 clusters Score -3073511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3073515.250000 Penalty: 5051.148438
	Iteration 71Q: 3 clusters Score -3073515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3073510.000000 Penalty: 5051.148438
	Iteration 72Q: 3 clusters Score -3073510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3073510.000000 Penalty: 5051.148438
	Iteration 73F: 3 clusters Score -3073510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -36378.328125 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -36378.33 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 148 members 
Entering Unmasked Estep 
Score: -35180.277344 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -35180.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35337.351562 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -35337.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35441.070312 Penalty: 2791.300049
	Iteration 2F: 3 clusters Score -35441.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35475.906250 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -35475.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35542.476562 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -35542.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35607.878906 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -35607.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35648.390625 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -35648.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35659.964844 Penalty: 2791.300049
	Iteration 7Q: 3 clusters Score -35659.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35659.964844 Penalty: 2791.300049
	Iteration 8F: 3 clusters Score -35659.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -445726.968750 Penalty: 2049.242676
	Iteration 0F: 2 clusters Score -445727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -441901.937500 Penalty: 4098.485352
	Iteration 0F: 3 clusters Score -441901.9 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -442766.468750 Penalty: 4098.485352
	Iteration 1F: 3 clusters Score -442766.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -442992.468750 Penalty: 4098.485352
	Iteration 2F: 3 clusters Score -442992.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -443156.531250 Penalty: 4098.485352
	Iteration 3F: 3 clusters Score -443156.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -443319.187500 Penalty: 4098.485352
	Iteration 4F: 3 clusters Score -443319.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -443467.187500 Penalty: 4098.485352
	Iteration 5Q: 3 clusters Score -443467.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -443611.656250 Penalty: 4098.485352
	Iteration 6Q: 3 clusters Score -443611.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -443734.031250 Penalty: 4098.485352
	Iteration 7Q: 3 clusters Score -443734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -443864.250000 Penalty: 4098.485352
	Iteration 8Q: 3 clusters Score -443864.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -443951.843750 Penalty: 4098.485352
	Iteration 9Q: 3 clusters Score -443951.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -444012.031250 Penalty: 4098.485352
	Iteration 10Q: 3 clusters Score -444012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -444058.156250 Penalty: 4098.485352
	Iteration 11Q: 3 clusters Score -444058.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -444093.468750 Penalty: 4098.485352
	Iteration 12Q: 3 clusters Score -444093.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -444128.718750 Penalty: 4098.485352
	Iteration 13Q: 3 clusters Score -444128.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -444155.687500 Penalty: 4098.485352
	Iteration 14Q: 3 clusters Score -444155.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -444173.000000 Penalty: 4098.485352
	Iteration 15Q: 3 clusters Score -444173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -444183.718750 Penalty: 4098.485352
	Iteration 16Q: 3 clusters Score -444183.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -444192.093750 Penalty: 4098.485352
	Iteration 17Q: 3 clusters Score -444192.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -444203.906250 Penalty: 4098.485352
	Iteration 18Q: 3 clusters Score -444203.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -444217.250000 Penalty: 4098.485352
	Iteration 19Q: 3 clusters Score -444217.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -444226.843750 Penalty: 4098.485352
	Iteration 20F: 3 clusters Score -444226.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -444234.250000 Penalty: 4098.485352
	Iteration 21Q: 3 clusters Score -444234.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -444236.218750 Penalty: 4098.485352
	Iteration 22Q: 3 clusters Score -444236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -444240.031250 Penalty: 4098.485352
	Iteration 23Q: 3 clusters Score -444240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -444242.468750 Penalty: 4098.485352
	Iteration 24Q: 3 clusters Score -444242.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -444242.968750 Penalty: 4098.485352
	Iteration 25Q: 3 clusters Score -444243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -444244.218750 Penalty: 4098.485352
	Iteration 26Q: 3 clusters Score -444244.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -444246.437500 Penalty: 4098.485352
	Iteration 27Q: 3 clusters Score -444246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -444247.156250 Penalty: 4098.485352
	Iteration 28Q: 3 clusters Score -444247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -444248.593750 Penalty: 4098.485352
	Iteration 29Q: 3 clusters Score -444248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -444249.718750 Penalty: 4098.485352
	Iteration 30Q: 3 clusters Score -444249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -444251.187500 Penalty: 4098.485352
	Iteration 31Q: 3 clusters Score -444251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -444252.750000 Penalty: 4098.485352
	Iteration 32Q: 3 clusters Score -444252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -444255.375000 Penalty: 4098.485352
	Iteration 33Q: 3 clusters Score -444255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -444256.718750 Penalty: 4098.485352
	Iteration 34Q: 3 clusters Score -444256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -444257.687500 Penalty: 4098.485352
	Iteration 35Q: 3 clusters Score -444257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -444258.281250 Penalty: 4098.485352
	Iteration 36Q: 3 clusters Score -444258.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -444259.250000 Penalty: 4098.485352
	Iteration 37Q: 3 clusters Score -444259.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -444261.593750 Penalty: 4098.485352
	Iteration 38Q: 3 clusters Score -444261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -444263.250000 Penalty: 4098.485352
	Iteration 39Q: 3 clusters Score -444263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -444264.750000 Penalty: 4098.485352
	Iteration 40F: 3 clusters Score -444264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -444264.531250 Penalty: 4098.485352
	Iteration 41Q: 3 clusters Score -444264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -444265.687500 Penalty: 4098.485352
	Iteration 42Q: 3 clusters Score -444265.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -444267.281250 Penalty: 4098.485352
	Iteration 43Q: 3 clusters Score -444267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -444267.687500 Penalty: 4098.485352
	Iteration 44Q: 3 clusters Score -444267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -444268.250000 Penalty: 4098.485352
	Iteration 45Q: 3 clusters Score -444268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -444270.281250 Penalty: 4098.485352
	Iteration 46Q: 3 clusters Score -444270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -444270.281250 Penalty: 4098.485352
	Iteration 47Q: 3 clusters Score -444270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -444271.531250 Penalty: 4098.485352
	Iteration 48Q: 3 clusters Score -444271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -444271.968750 Penalty: 4098.485352
	Iteration 49Q: 3 clusters Score -444272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -444271.937500 Penalty: 4098.485352
	Iteration 50Q: 3 clusters Score -444271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -444272.468750 Penalty: 4098.485352
	Iteration 51Q: 3 clusters Score -444272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -444272.468750 Penalty: 4098.485352
	Iteration 52F: 3 clusters Score -444272.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -318299.968750 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -318300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -315211.937500 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -315211.9 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -315853.500000 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -315853.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -316054.593750 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -316054.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -316196.843750 Penalty: 3927.278564
	Iteration 3F: 3 clusters Score -316196.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -316296.000000 Penalty: 3927.278564
	Iteration 4Q: 3 clusters Score -316296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -316396.750000 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -316396.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -316492.531250 Penalty: 3927.278564
	Iteration 6Q: 3 clusters Score -316492.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -316581.093750 Penalty: 3927.278564
	Iteration 7Q: 3 clusters Score -316581.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -316646.406250 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -316646.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -316703.093750 Penalty: 3927.278564
	Iteration 9Q: 3 clusters Score -316703.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -316750.312500 Penalty: 3927.278564
	Iteration 10Q: 3 clusters Score -316750.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -316787.718750 Penalty: 3927.278564
	Iteration 11Q: 3 clusters Score -316787.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -316812.750000 Penalty: 3927.278564
	Iteration 12Q: 3 clusters Score -316812.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -316834.062500 Penalty: 3927.278564
	Iteration 13Q: 3 clusters Score -316834.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -316853.312500 Penalty: 3927.278564
	Iteration 14Q: 3 clusters Score -316853.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -316869.843750 Penalty: 3927.278564
	Iteration 15Q: 3 clusters Score -316869.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -316880.625000 Penalty: 3927.278564
	Iteration 16Q: 3 clusters Score -316880.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -316885.500000 Penalty: 3927.278564
	Iteration 17Q: 3 clusters Score -316885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -316887.656250 Penalty: 3927.278564
	Iteration 18Q: 3 clusters Score -316887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -316889.812500 Penalty: 3927.278564
	Iteration 19Q: 3 clusters Score -316889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -316893.375000 Penalty: 3927.278564
	Iteration 20F: 3 clusters Score -316893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -316894.937500 Penalty: 3927.278564
	Iteration 21Q: 3 clusters Score -316894.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -316898.281250 Penalty: 3927.278564
	Iteration 22Q: 3 clusters Score -316898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -316899.843750 Penalty: 3927.278564
	Iteration 23Q: 3 clusters Score -316899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -316900.406250 Penalty: 3927.278564
	Iteration 24Q: 3 clusters Score -316900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -316901.375000 Penalty: 3927.278564
	Iteration 25Q: 3 clusters Score -316901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -316901.375000 Penalty: 3927.278564
	Iteration 26Q: 3 clusters Score -316901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -316901.812500 Penalty: 3927.278564
	Iteration 27Q: 3 clusters Score -316901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -316903.781250 Penalty: 3927.278564
	Iteration 28Q: 3 clusters Score -316903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -316905.843750 Penalty: 3927.278564
	Iteration 29Q: 3 clusters Score -316905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -316906.937500 Penalty: 3927.278564
	Iteration 30Q: 3 clusters Score -316906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -316907.218750 Penalty: 3927.278564
	Iteration 31Q: 3 clusters Score -316907.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -316907.218750 Penalty: 3927.278564
	Iteration 32F: 3 clusters Score -316907.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188679 members 
Entering Unmasked Estep 
Score: -22014912.000000 Penalty: 3012.655029
	Iteration 0F: 2 clusters Score -2.201491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -21890612.000000 Penalty: 6025.310059
	Iteration 0F: 3 clusters Score -2.189061e+07 nChanged 90657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -21943276.000000 Penalty: 6025.310059
	Iteration 1F: 3 clusters Score -2.194328e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -21944432.000000 Penalty: 6025.310059
	Iteration 2Q: 3 clusters Score -2.194443e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 100890 members 
Entering Unmasked Estep 
Score: -21945738.000000 Penalty: 6025.310059
	Iteration 3Q: 3 clusters Score -2.194574e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -21947742.000000 Penalty: 6025.310059
	Iteration 4Q: 3 clusters Score -2.194774e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 110042 members 
Entering Unmasked Estep 
Score: -21950760.000000 Penalty: 6025.310059
	Iteration 5Q: 3 clusters Score -2.195076e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 117886 members 
Entering Unmasked Estep 
Score: -21955600.000000 Penalty: 6025.310059
	Iteration 6F: 3 clusters Score -2.19556e+07 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 128411 members 
Entering Unmasked Estep 
Score: -21962762.000000 Penalty: 6025.310059
	Iteration 7F: 3 clusters Score -2.196276e+07 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 141391 members 
Entering Unmasked Estep 
Score: -21972716.000000 Penalty: 6025.310059
	Iteration 8F: 3 clusters Score -2.197272e+07 nChanged 14317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 155432 members 
Entering Unmasked Estep 
Score: -21984594.000000 Penalty: 6025.310059
	Iteration 9F: 3 clusters Score -2.198459e+07 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -21995968.000000 Penalty: 6025.310059
	Iteration 10F: 3 clusters Score -2.199597e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 177948 members 
Entering Unmasked Estep 
Score: -22004380.000000 Penalty: 6025.310059
	Iteration 11F: 3 clusters Score -2.200438e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 183730 members 
Entering Unmasked Estep 
Score: -22009006.000000 Penalty: 6025.310059
	Iteration 12Q: 3 clusters Score -2.200901e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 186513 members 
Entering Unmasked Estep 
Score: -22010980.000000 Penalty: 6025.310059
	Iteration 13Q: 3 clusters Score -2.201098e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 187544 members 
Entering Unmasked Estep 
Score: -22011772.000000 Penalty: 6025.310059
	Iteration 14Q: 3 clusters Score -2.201177e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 187930 members 
Entering Unmasked Estep 
Score: -22012026.000000 Penalty: 6025.310059
	Iteration 15Q: 3 clusters Score -2.201203e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 188069 members 
Entering Unmasked Estep 
Score: -22012138.000000 Penalty: 6025.310059
	Iteration 16Q: 3 clusters Score -2.201214e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 188137 members 
Entering Unmasked Estep 
Score: -22012228.000000 Penalty: 6025.310059
	Iteration 17Q: 3 clusters Score -2.201223e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 188160 members 
Entering Unmasked Estep 
Score: -22012272.000000 Penalty: 6025.310059
	Iteration 18Q: 3 clusters Score -2.201227e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 188181 members 
Entering Unmasked Estep 
Score: -22012270.000000 Penalty: 6025.310059
	Iteration 19Q: 3 clusters Score -2.201227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 188187 members 
Entering Unmasked Estep 
Score: -22012290.000000 Penalty: 6025.310059
	Iteration 20F: 3 clusters Score -2.201229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 188193 members 
Entering Unmasked Estep 
Score: -22012290.000000 Penalty: 6025.310059
	Iteration 21Q: 3 clusters Score -2.201229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 188196 members 
Entering Unmasked Estep 
Score: -22012290.000000 Penalty: 6025.310059
	Iteration 22Q: 3 clusters Score -2.201229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 188203 members 
Entering Unmasked Estep 
Score: -22012308.000000 Penalty: 6025.310059
	Iteration 23Q: 3 clusters Score -2.201231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 188205 members 
Entering Unmasked Estep 
Score: -22012306.000000 Penalty: 6025.310059
	Iteration 24Q: 3 clusters Score -2.201231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 188206 members 
Entering Unmasked Estep 
Score: -22012332.000000 Penalty: 6025.310059
	Iteration 25Q: 3 clusters Score -2.201233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 188209 members 
Entering Unmasked Estep 
Score: -22012346.000000 Penalty: 6025.310059
	Iteration 26Q: 3 clusters Score -2.201235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 188212 members 
Entering Unmasked Estep 
Score: -22012356.000000 Penalty: 6025.310059
	Iteration 27Q: 3 clusters Score -2.201236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 188215 members 
Entering Unmasked Estep 
Score: -22012350.000000 Penalty: 6025.310059
	Iteration 28Q: 3 clusters Score -2.201235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 188217 members 
Entering Unmasked Estep 
Score: -22012352.000000 Penalty: 6025.310059
	Iteration 29Q: 3 clusters Score -2.201235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 188217 members 
Entering Unmasked Estep 
Score: -22012352.000000 Penalty: 6025.310059
	Iteration 30F: 3 clusters Score -2.201235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Entering Unmasked Estep 
Score: -1371811.750000 Penalty: 2325.862549
	Iteration 0F: 2 clusters Score -1371812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1362968.500000 Penalty: 4651.725098
	Iteration 0F: 3 clusters Score -1362968 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1365519.125000 Penalty: 4651.725098
	Iteration 1F: 3 clusters Score -1365519 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1365812.500000 Penalty: 4651.725098
	Iteration 2F: 3 clusters Score -1365812 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1366045.250000 Penalty: 4651.725098
	Iteration 3Q: 3 clusters Score -1366045 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1366271.500000 Penalty: 4651.725098
	Iteration 4Q: 3 clusters Score -1366272 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1366505.375000 Penalty: 4651.725098
	Iteration 5Q: 3 clusters Score -1366505 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1366801.375000 Penalty: 4651.725098
	Iteration 6Q: 3 clusters Score -1366801 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1367232.250000 Penalty: 4651.725098
	Iteration 7Q: 3 clusters Score -1367232 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1367755.375000 Penalty: 4651.725098
	Iteration 8F: 3 clusters Score -1367755 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1368258.375000 Penalty: 4651.725098
	Iteration 9F: 3 clusters Score -1368258 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1368692.750000 Penalty: 4651.725098
	Iteration 10F: 3 clusters Score -1368693 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1368969.000000 Penalty: 4651.725098
	Iteration 11Q: 3 clusters Score -1368969 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1369117.125000 Penalty: 4651.725098
	Iteration 12Q: 3 clusters Score -1369117 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1369203.000000 Penalty: 4651.725098
	Iteration 13Q: 3 clusters Score -1369203 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1369261.000000 Penalty: 4651.725098
	Iteration 14Q: 3 clusters Score -1369261 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1369300.375000 Penalty: 4651.725098
	Iteration 15Q: 3 clusters Score -1369300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1369324.000000 Penalty: 4651.725098
	Iteration 16Q: 3 clusters Score -1369324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1369349.625000 Penalty: 4651.725098
	Iteration 17Q: 3 clusters Score -1369350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1369368.875000 Penalty: 4651.725098
	Iteration 18Q: 3 clusters Score -1369369 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1369385.875000 Penalty: 4651.725098
	Iteration 19Q: 3 clusters Score -1369386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1369396.625000 Penalty: 4651.725098
	Iteration 20F: 3 clusters Score -1369397 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1369409.250000 Penalty: 4651.725098
	Iteration 21Q: 3 clusters Score -1369409 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1369422.375000 Penalty: 4651.725098
	Iteration 22Q: 3 clusters Score -1369422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1369430.625000 Penalty: 4651.725098
	Iteration 23Q: 3 clusters Score -1369431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1369438.500000 Penalty: 4651.725098
	Iteration 24Q: 3 clusters Score -1369438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1369446.250000 Penalty: 4651.725098
	Iteration 25Q: 3 clusters Score -1369446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1369454.750000 Penalty: 4651.725098
	Iteration 26Q: 3 clusters Score -1369455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1369461.750000 Penalty: 4651.725098
	Iteration 27Q: 3 clusters Score -1369462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1369467.125000 Penalty: 4651.725098
	Iteration 28Q: 3 clusters Score -1369467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1369475.875000 Penalty: 4651.725098
	Iteration 29Q: 3 clusters Score -1369476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1369478.250000 Penalty: 4651.725098
	Iteration 30Q: 3 clusters Score -1369478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1369486.125000 Penalty: 4651.725098
	Iteration 31Q: 3 clusters Score -1369486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1369489.750000 Penalty: 4651.725098
	Iteration 32Q: 3 clusters Score -1369490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1369495.125000 Penalty: 4651.725098
	Iteration 33Q: 3 clusters Score -1369495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1369497.625000 Penalty: 4651.725098
	Iteration 34Q: 3 clusters Score -1369498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1369503.625000 Penalty: 4651.725098
	Iteration 35Q: 3 clusters Score -1369504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1369508.000000 Penalty: 4651.725098
	Iteration 36Q: 3 clusters Score -1369508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1369515.125000 Penalty: 4651.725098
	Iteration 37Q: 3 clusters Score -1369515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1369517.250000 Penalty: 4651.725098
	Iteration 38Q: 3 clusters Score -1369517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1369519.375000 Penalty: 4651.725098
	Iteration 39Q: 3 clusters Score -1369519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1369524.625000 Penalty: 4651.725098
	Iteration 40F: 3 clusters Score -1369525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1369528.000000 Penalty: 4651.725098
	Iteration 41Q: 3 clusters Score -1369528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1369532.125000 Penalty: 4651.725098
	Iteration 42Q: 3 clusters Score -1369532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1369538.125000 Penalty: 4651.725098
	Iteration 43Q: 3 clusters Score -1369538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1369548.250000 Penalty: 4651.725098
	Iteration 44Q: 3 clusters Score -1369548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1369549.750000 Penalty: 4651.725098
	Iteration 45Q: 3 clusters Score -1369550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1369557.000000 Penalty: 4651.725098
	Iteration 46Q: 3 clusters Score -1369557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1369561.250000 Penalty: 4651.725098
	Iteration 47Q: 3 clusters Score -1369561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1369561.125000 Penalty: 4651.725098
	Iteration 48Q: 3 clusters Score -1369561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1369564.750000 Penalty: 4651.725098
	Iteration 49Q: 3 clusters Score -1369565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1369571.500000 Penalty: 4651.725098
	Iteration 50Q: 3 clusters Score -1369572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1369575.750000 Penalty: 4651.725098
	Iteration 51Q: 3 clusters Score -1369576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1369581.625000 Penalty: 4651.725098
	Iteration 52Q: 3 clusters Score -1369582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1369584.000000 Penalty: 4651.725098
	Iteration 53Q: 3 clusters Score -1369584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1369586.875000 Penalty: 4651.725098
	Iteration 54Q: 3 clusters Score -1369587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1369601.000000 Penalty: 4651.725098
	Iteration 55Q: 3 clusters Score -1369601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1369611.250000 Penalty: 4651.725098
	Iteration 56Q: 3 clusters Score -1369611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1369614.625000 Penalty: 4651.725098
	Iteration 57Q: 3 clusters Score -1369615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1369625.875000 Penalty: 4651.725098
	Iteration 58Q: 3 clusters Score -1369626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1369632.875000 Penalty: 4651.725098
	Iteration 59Q: 3 clusters Score -1369633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1369643.250000 Penalty: 4651.725098
	Iteration 60F: 3 clusters Score -1369643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1369650.250000 Penalty: 4651.725098
	Iteration 61Q: 3 clusters Score -1369650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1369661.125000 Penalty: 4651.725098
	Iteration 62Q: 3 clusters Score -1369661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1369672.750000 Penalty: 4651.725098
	Iteration 63Q: 3 clusters Score -1369673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1369678.250000 Penalty: 4651.725098
	Iteration 64Q: 3 clusters Score -1369678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1369686.750000 Penalty: 4651.725098
	Iteration 65Q: 3 clusters Score -1369687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1369694.625000 Penalty: 4651.725098
	Iteration 66Q: 3 clusters Score -1369695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1369695.500000 Penalty: 4651.725098
	Iteration 67Q: 3 clusters Score -1369696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1369702.000000 Penalty: 4651.725098
	Iteration 68Q: 3 clusters Score -1369702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1369703.875000 Penalty: 4651.725098
	Iteration 69Q: 3 clusters Score -1369704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1369704.500000 Penalty: 4651.725098
	Iteration 70Q: 3 clusters Score -1369704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1369708.125000 Penalty: 4651.725098
	Iteration 71Q: 3 clusters Score -1369708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1369712.875000 Penalty: 4651.725098
	Iteration 72Q: 3 clusters Score -1369713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1369714.375000 Penalty: 4651.725098
	Iteration 73Q: 3 clusters Score -1369714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1369719.000000 Penalty: 4651.725098
	Iteration 74Q: 3 clusters Score -1369719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1369718.875000 Penalty: 4651.725098
	Iteration 75Q: 3 clusters Score -1369719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1369721.250000 Penalty: 4651.725098
	Iteration 76Q: 3 clusters Score -1369721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1369722.875000 Penalty: 4651.725098
	Iteration 77Q: 3 clusters Score -1369723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1369725.000000 Penalty: 4651.725098
	Iteration 78Q: 3 clusters Score -1369725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1369726.250000 Penalty: 4651.725098
	Iteration 79Q: 3 clusters Score -1369726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1369725.000000 Penalty: 4651.725098
	Iteration 80F: 3 clusters Score -1369725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1369725.500000 Penalty: 4651.725098
	Iteration 81Q: 3 clusters Score -1369726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1369726.500000 Penalty: 4651.725098
	Iteration 82Q: 3 clusters Score -1369726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1369726.750000 Penalty: 4651.725098
	Iteration 83Q: 3 clusters Score -1369727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1369726.500000 Penalty: 4651.725098
	Iteration 84Q: 3 clusters Score -1369726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1369729.000000 Penalty: 4651.725098
	Iteration 85Q: 3 clusters Score -1369729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1369728.750000 Penalty: 4651.725098
	Iteration 86Q: 3 clusters Score -1369729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1369729.625000 Penalty: 4651.725098
	Iteration 87Q: 3 clusters Score -1369730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1369730.625000 Penalty: 4651.725098
	Iteration 88Q: 3 clusters Score -1369731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1369730.625000 Penalty: 4651.725098
	Iteration 89F: 3 clusters Score -1369731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Entering Unmasked Estep 
Score: -5148453.500000 Penalty: 2651.015381
	Iteration 0F: 2 clusters Score -5148454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5119021.500000 Penalty: 5302.030762
	Iteration 0F: 3 clusters Score -5119022 nChanged 20001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -5130352.000000 Penalty: 5302.030762
	Iteration 1F: 3 clusters Score -5130352 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -5131111.500000 Penalty: 5302.030762
	Iteration 2Q: 3 clusters Score -5131112 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -5131927.500000 Penalty: 5302.030762
	Iteration 3Q: 3 clusters Score -5131928 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -5132952.000000 Penalty: 5302.030762
	Iteration 4Q: 3 clusters Score -5132952 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -5134340.000000 Penalty: 5302.030762
	Iteration 5F: 3 clusters Score -5134340 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -5136083.000000 Penalty: 5302.030762
	Iteration 6F: 3 clusters Score -5136083 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -5137835.000000 Penalty: 5302.030762
	Iteration 7F: 3 clusters Score -5137835 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -5139506.500000 Penalty: 5302.030762
	Iteration 8F: 3 clusters Score -5139506 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -5140718.000000 Penalty: 5302.030762
	Iteration 9Q: 3 clusters Score -5140718 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -5141533.500000 Penalty: 5302.030762
	Iteration 10Q: 3 clusters Score -5141534 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -5141965.000000 Penalty: 5302.030762
	Iteration 11Q: 3 clusters Score -5141965 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5142233.000000 Penalty: 5302.030762
	Iteration 12Q: 3 clusters Score -5142233 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5142439.500000 Penalty: 5302.030762
	Iteration 13Q: 3 clusters Score -5142440 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -5142559.500000 Penalty: 5302.030762
	Iteration 14Q: 3 clusters Score -5142560 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -5142671.000000 Penalty: 5302.030762
	Iteration 15Q: 3 clusters Score -5142671 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -5142792.000000 Penalty: 5302.030762
	Iteration 16Q: 3 clusters Score -5142792 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5142892.000000 Penalty: 5302.030762
	Iteration 17Q: 3 clusters Score -5142892 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -5142993.500000 Penalty: 5302.030762
	Iteration 18Q: 3 clusters Score -5142994 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -5143078.000000 Penalty: 5302.030762
	Iteration 19Q: 3 clusters Score -5143078 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5143146.000000 Penalty: 5302.030762
	Iteration 20F: 3 clusters Score -5143146 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -5143208.000000 Penalty: 5302.030762
	Iteration 21Q: 3 clusters Score -5143208 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -5143377.000000 Penalty: 5302.030762
	Iteration 22Q: 3 clusters Score -5143377 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -5143530.500000 Penalty: 5302.030762
	Iteration 23Q: 3 clusters Score -5143530 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -5143699.000000 Penalty: 5302.030762
	Iteration 24Q: 3 clusters Score -5143699 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -5143846.000000 Penalty: 5302.030762
	Iteration 25Q: 3 clusters Score -5143846 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -5144102.000000 Penalty: 5302.030762
	Iteration 26Q: 3 clusters Score -5144102 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -5144279.500000 Penalty: 5302.030762
	Iteration 27Q: 3 clusters Score -5144280 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -5144470.000000 Penalty: 5302.030762
	Iteration 28Q: 3 clusters Score -5144470 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -5144717.500000 Penalty: 5302.030762
	Iteration 29Q: 3 clusters Score -5144718 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -5145010.500000 Penalty: 5302.030762
	Iteration 30Q: 3 clusters Score -5145010 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -5145192.500000 Penalty: 5302.030762
	Iteration 31Q: 3 clusters Score -5145192 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -5145350.500000 Penalty: 5302.030762
	Iteration 32Q: 3 clusters Score -5145350 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -5145504.000000 Penalty: 5302.030762
	Iteration 33Q: 3 clusters Score -5145504 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -5145586.500000 Penalty: 5302.030762
	Iteration 34Q: 3 clusters Score -5145586 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -5145657.000000 Penalty: 5302.030762
	Iteration 35Q: 3 clusters Score -5145657 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -5145712.500000 Penalty: 5302.030762
	Iteration 36Q: 3 clusters Score -5145712 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -5145775.500000 Penalty: 5302.030762
	Iteration 37Q: 3 clusters Score -5145776 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -5145821.000000 Penalty: 5302.030762
	Iteration 38Q: 3 clusters Score -5145821 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -5145869.500000 Penalty: 5302.030762
	Iteration 39Q: 3 clusters Score -5145870 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -5145910.500000 Penalty: 5302.030762
	Iteration 40F: 3 clusters Score -5145910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5145936.000000 Penalty: 5302.030762
	Iteration 41Q: 3 clusters Score -5145936 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -5146006.500000 Penalty: 5302.030762
	Iteration 42Q: 3 clusters Score -5146006 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -5146017.000000 Penalty: 5302.030762
	Iteration 43Q: 3 clusters Score -5146017 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5146031.000000 Penalty: 5302.030762
	Iteration 44Q: 3 clusters Score -5146031 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -5146073.500000 Penalty: 5302.030762
	Iteration 45Q: 3 clusters Score -5146074 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5146098.500000 Penalty: 5302.030762
	Iteration 46Q: 3 clusters Score -5146098 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -5146145.000000 Penalty: 5302.030762
	Iteration 47Q: 3 clusters Score -5146145 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -5146169.500000 Penalty: 5302.030762
	Iteration 48Q: 3 clusters Score -5146170 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -5146189.500000 Penalty: 5302.030762
	Iteration 49Q: 3 clusters Score -5146190 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -5146217.500000 Penalty: 5302.030762
	Iteration 50Q: 3 clusters Score -5146218 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -5146239.000000 Penalty: 5302.030762
	Iteration 51Q: 3 clusters Score -5146239 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -5146256.500000 Penalty: 5302.030762
	Iteration 52Q: 3 clusters Score -5146256 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5146296.000000 Penalty: 5302.030762
	Iteration 53Q: 3 clusters Score -5146296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -5146313.000000 Penalty: 5302.030762
	Iteration 54Q: 3 clusters Score -5146313 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5146339.000000 Penalty: 5302.030762
	Iteration 55Q: 3 clusters Score -5146339 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -5146377.000000 Penalty: 5302.030762
	Iteration 56Q: 3 clusters Score -5146377 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -5146417.000000 Penalty: 5302.030762
	Iteration 57Q: 3 clusters Score -5146417 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -5146456.000000 Penalty: 5302.030762
	Iteration 58Q: 3 clusters Score -5146456 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -5146512.500000 Penalty: 5302.030762
	Iteration 59Q: 3 clusters Score -5146512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5146550.000000 Penalty: 5302.030762
	Iteration 60F: 3 clusters Score -5146550 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5146572.000000 Penalty: 5302.030762
	Iteration 61Q: 3 clusters Score -5146572 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5146611.500000 Penalty: 5302.030762
	Iteration 62Q: 3 clusters Score -5146612 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5146656.000000 Penalty: 5302.030762
	Iteration 63Q: 3 clusters Score -5146656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -5146695.000000 Penalty: 5302.030762
	Iteration 64Q: 3 clusters Score -5146695 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -5146732.000000 Penalty: 5302.030762
	Iteration 65Q: 3 clusters Score -5146732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5146745.500000 Penalty: 5302.030762
	Iteration 66Q: 3 clusters Score -5146746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -5146762.000000 Penalty: 5302.030762
	Iteration 67Q: 3 clusters Score -5146762 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -5146781.000000 Penalty: 5302.030762
	Iteration 68Q: 3 clusters Score -5146781 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5146801.000000 Penalty: 5302.030762
	Iteration 69Q: 3 clusters Score -5146801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -5146800.000000 Penalty: 5302.030762
	Iteration 70Q: 3 clusters Score -5146800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -5146804.500000 Penalty: 5302.030762
	Iteration 71Q: 3 clusters Score -5146804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5146822.500000 Penalty: 5302.030762
	Iteration 72Q: 3 clusters Score -5146822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -5146831.000000 Penalty: 5302.030762
	Iteration 73Q: 3 clusters Score -5146831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -5146835.500000 Penalty: 5302.030762
	Iteration 74Q: 3 clusters Score -5146836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5146840.000000 Penalty: 5302.030762
	Iteration 75Q: 3 clusters Score -5146840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -5146845.000000 Penalty: 5302.030762
	Iteration 76Q: 3 clusters Score -5146845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -5146851.000000 Penalty: 5302.030762
	Iteration 77Q: 3 clusters Score -5146851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -5146851.000000 Penalty: 5302.030762
	Iteration 78Q: 3 clusters Score -5146851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5146846.000000 Penalty: 5302.030762
	Iteration 79Q: 3 clusters Score -5146846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -5146853.000000 Penalty: 5302.030762
	Iteration 80F: 3 clusters Score -5146853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5146861.500000 Penalty: 5302.030762
	Iteration 81Q: 3 clusters Score -5146862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -5146859.000000 Penalty: 5302.030762
	Iteration 82Q: 3 clusters Score -5146859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5146862.000000 Penalty: 5302.030762
	Iteration 83Q: 3 clusters Score -5146862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -5146856.000000 Penalty: 5302.030762
	Iteration 84Q: 3 clusters Score -5146856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -5146869.000000 Penalty: 5302.030762
	Iteration 85Q: 3 clusters Score -5146869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -5146873.000000 Penalty: 5302.030762
	Iteration 86Q: 3 clusters Score -5146873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5146878.000000 Penalty: 5302.030762
	Iteration 87Q: 3 clusters Score -5146878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -5146879.500000 Penalty: 5302.030762
	Iteration 88Q: 3 clusters Score -5146880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -5146906.500000 Penalty: 5302.030762
	Iteration 89Q: 3 clusters Score -5146906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -5146894.500000 Penalty: 5302.030762
	Iteration 90Q: 3 clusters Score -5146894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -5146910.500000 Penalty: 5302.030762
	Iteration 91Q: 3 clusters Score -5146910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -5146912.500000 Penalty: 5302.030762
	Iteration 92Q: 3 clusters Score -5146912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -5146919.500000 Penalty: 5302.030762
	Iteration 93Q: 3 clusters Score -5146920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -5146910.000000 Penalty: 5302.030762
	Iteration 94Q: 3 clusters Score -5146910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5146921.000000 Penalty: 5302.030762
	Iteration 95Q: 3 clusters Score -5146921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -5146924.500000 Penalty: 5302.030762
	Iteration 96Q: 3 clusters Score -5146924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5146928.500000 Penalty: 5302.030762
	Iteration 97Q: 3 clusters Score -5146928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5146928.000000 Penalty: 5302.030762
	Iteration 98Q: 3 clusters Score -5146928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -5146929.000000 Penalty: 5302.030762
	Iteration 99Q: 3 clusters Score -5146929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5146931.000000 Penalty: 5302.030762
	Iteration 100F: 3 clusters Score -5146931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5146928.500000 Penalty: 5302.030762
	Iteration 101Q: 3 clusters Score -5146928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -5146929.500000 Penalty: 5302.030762
	Iteration 102Q: 3 clusters Score -5146930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -5146930.000000 Penalty: 5302.030762
	Iteration 103Q: 3 clusters Score -5146930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -5146930.000000 Penalty: 5302.030762
	Iteration 104F: 3 clusters Score -5146930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Entering Unmasked Estep 
Score: -1073523.500000 Penalty: 2267.204590
	Iteration 0F: 2 clusters Score -1073524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1066274.875000 Penalty: 4534.409180
	Iteration 0F: 3 clusters Score -1066275 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1068370.875000 Penalty: 4534.409180
	Iteration 1F: 3 clusters Score -1068371 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1068651.625000 Penalty: 4534.409180
	Iteration 2F: 3 clusters Score -1068652 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1068843.500000 Penalty: 4534.409180
	Iteration 3Q: 3 clusters Score -1068844 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1068977.125000 Penalty: 4534.409180
	Iteration 4Q: 3 clusters Score -1068977 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1069103.375000 Penalty: 4534.409180
	Iteration 5Q: 3 clusters Score -1069103 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1069237.625000 Penalty: 4534.409180
	Iteration 6Q: 3 clusters Score -1069238 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1069384.000000 Penalty: 4534.409180
	Iteration 7Q: 3 clusters Score -1069384 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1069516.250000 Penalty: 4534.409180
	Iteration 8Q: 3 clusters Score -1069516 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1069640.750000 Penalty: 4534.409180
	Iteration 9Q: 3 clusters Score -1069641 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1069779.375000 Penalty: 4534.409180
	Iteration 10Q: 3 clusters Score -1069779 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1069954.250000 Penalty: 4534.409180
	Iteration 11Q: 3 clusters Score -1069954 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1070185.750000 Penalty: 4534.409180
	Iteration 12Q: 3 clusters Score -1070186 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1070497.375000 Penalty: 4534.409180
	Iteration 13Q: 3 clusters Score -1070497 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1070892.125000 Penalty: 4534.409180
	Iteration 14Q: 3 clusters Score -1070892 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1071248.625000 Penalty: 4534.409180
	Iteration 15Q: 3 clusters Score -1071249 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1071561.500000 Penalty: 4534.409180
	Iteration 16Q: 3 clusters Score -1071562 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1071766.250000 Penalty: 4534.409180
	Iteration 17Q: 3 clusters Score -1071766 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1071933.125000 Penalty: 4534.409180
	Iteration 18Q: 3 clusters Score -1071933 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1072063.875000 Penalty: 4534.409180
	Iteration 19Q: 3 clusters Score -1072064 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1072166.375000 Penalty: 4534.409180
	Iteration 20F: 3 clusters Score -1072166 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1072246.125000 Penalty: 4534.409180
	Iteration 21Q: 3 clusters Score -1072246 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1072317.875000 Penalty: 4534.409180
	Iteration 22Q: 3 clusters Score -1072318 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1072388.875000 Penalty: 4534.409180
	Iteration 23Q: 3 clusters Score -1072389 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1072449.000000 Penalty: 4534.409180
	Iteration 24Q: 3 clusters Score -1072449 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1072518.000000 Penalty: 4534.409180
	Iteration 25Q: 3 clusters Score -1072518 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1072581.125000 Penalty: 4534.409180
	Iteration 26Q: 3 clusters Score -1072581 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1072647.375000 Penalty: 4534.409180
	Iteration 27Q: 3 clusters Score -1072647 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1072717.500000 Penalty: 4534.409180
	Iteration 28Q: 3 clusters Score -1072718 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1072786.125000 Penalty: 4534.409180
	Iteration 29Q: 3 clusters Score -1072786 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1072844.250000 Penalty: 4534.409180
	Iteration 30Q: 3 clusters Score -1072844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1072895.875000 Penalty: 4534.409180
	Iteration 31Q: 3 clusters Score -1072896 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1072940.500000 Penalty: 4534.409180
	Iteration 32Q: 3 clusters Score -1072940 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1072981.625000 Penalty: 4534.409180
	Iteration 33Q: 3 clusters Score -1072982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1073020.125000 Penalty: 4534.409180
	Iteration 34Q: 3 clusters Score -1073020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1073051.125000 Penalty: 4534.409180
	Iteration 35Q: 3 clusters Score -1073051 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1073070.375000 Penalty: 4534.409180
	Iteration 36Q: 3 clusters Score -1073070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1073088.500000 Penalty: 4534.409180
	Iteration 37Q: 3 clusters Score -1073088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1073099.000000 Penalty: 4534.409180
	Iteration 38Q: 3 clusters Score -1073099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1073103.250000 Penalty: 4534.409180
	Iteration 39Q: 3 clusters Score -1073103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1073107.000000 Penalty: 4534.409180
	Iteration 40F: 3 clusters Score -1073107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1073109.250000 Penalty: 4534.409180
	Iteration 41Q: 3 clusters Score -1073109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1073111.500000 Penalty: 4534.409180
	Iteration 42Q: 3 clusters Score -1073112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1073112.500000 Penalty: 4534.409180
	Iteration 43Q: 3 clusters Score -1073112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1073112.500000 Penalty: 4534.409180
	Iteration 44Q: 3 clusters Score -1073112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1073110.375000 Penalty: 4534.409180
	Iteration 45Q: 3 clusters Score -1073110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1073112.500000 Penalty: 4534.409180
	Iteration 46Q: 3 clusters Score -1073112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1073112.000000 Penalty: 4534.409180
	Iteration 47Q: 3 clusters Score -1073112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1073111.375000 Penalty: 4534.409180
	Iteration 48Q: 3 clusters Score -1073111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1073112.500000 Penalty: 4534.409180
	Iteration 49Q: 3 clusters Score -1073112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1073114.000000 Penalty: 4534.409180
	Iteration 50Q: 3 clusters Score -1073114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1073114.000000 Penalty: 4534.409180
	Iteration 51F: 3 clusters Score -1073114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Entering Unmasked Estep 
Score: -2226618.250000 Penalty: 2444.944580
	Iteration 0F: 2 clusters Score -2226618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2213080.250000 Penalty: 4889.889160
	Iteration 0F: 3 clusters Score -2213080 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2217703.750000 Penalty: 4889.889160
	Iteration 1F: 3 clusters Score -2217704 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2218380.750000 Penalty: 4889.889160
	Iteration 2F: 3 clusters Score -2218381 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2219113.250000 Penalty: 4889.889160
	Iteration 3F: 3 clusters Score -2219113 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2219887.000000 Penalty: 4889.889160
	Iteration 4F: 3 clusters Score -2219887 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2220787.500000 Penalty: 4889.889160
	Iteration 5F: 3 clusters Score -2220788 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2221697.000000 Penalty: 4889.889160
	Iteration 6F: 3 clusters Score -2221697 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2222456.000000 Penalty: 4889.889160
	Iteration 7F: 3 clusters Score -2222456 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2223068.750000 Penalty: 4889.889160
	Iteration 8F: 3 clusters Score -2223069 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2223564.750000 Penalty: 4889.889160
	Iteration 9Q: 3 clusters Score -2223565 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2224080.000000 Penalty: 4889.889160
	Iteration 10Q: 3 clusters Score -2224080 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2224494.000000 Penalty: 4889.889160
	Iteration 11Q: 3 clusters Score -2224494 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2224739.000000 Penalty: 4889.889160
	Iteration 12Q: 3 clusters Score -2224739 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2224863.250000 Penalty: 4889.889160
	Iteration 13Q: 3 clusters Score -2224863 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2224953.500000 Penalty: 4889.889160
	Iteration 14Q: 3 clusters Score -2224954 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2225042.750000 Penalty: 4889.889160
	Iteration 15Q: 3 clusters Score -2225043 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2225165.000000 Penalty: 4889.889160
	Iteration 16Q: 3 clusters Score -2225165 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2225359.750000 Penalty: 4889.889160
	Iteration 17Q: 3 clusters Score -2225360 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2225643.250000 Penalty: 4889.889160
	Iteration 18Q: 3 clusters Score -2225643 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2225890.250000 Penalty: 4889.889160
	Iteration 19Q: 3 clusters Score -2225890 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2226084.750000 Penalty: 4889.889160
	Iteration 20F: 3 clusters Score -2226085 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2226196.000000 Penalty: 4889.889160
	Iteration 21Q: 3 clusters Score -2226196 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2226262.750000 Penalty: 4889.889160
	Iteration 22Q: 3 clusters Score -2226263 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2226305.000000 Penalty: 4889.889160
	Iteration 23Q: 3 clusters Score -2226305 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2226317.750000 Penalty: 4889.889160
	Iteration 24Q: 3 clusters Score -2226318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2226313.750000 Penalty: 4889.889160
	Iteration 25Q: 3 clusters Score -2226314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2226315.000000 Penalty: 4889.889160
	Iteration 26Q: 3 clusters Score -2226315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2226325.250000 Penalty: 4889.889160
	Iteration 27Q: 3 clusters Score -2226325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2226321.500000 Penalty: 4889.889160
	Iteration 28Q: 3 clusters Score -2226322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2226327.250000 Penalty: 4889.889160
	Iteration 29Q: 3 clusters Score -2226327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2226323.500000 Penalty: 4889.889160
	Iteration 30Q: 3 clusters Score -2226324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2226331.750000 Penalty: 4889.889160
	Iteration 31Q: 3 clusters Score -2226332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2226326.750000 Penalty: 4889.889160
	Iteration 32Q: 3 clusters Score -2226327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2226327.750000 Penalty: 4889.889160
	Iteration 33Q: 3 clusters Score -2226328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2226329.250000 Penalty: 4889.889160
	Iteration 34Q: 3 clusters Score -2226329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2226330.250000 Penalty: 4889.889160
	Iteration 35Q: 3 clusters Score -2226330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2226330.250000 Penalty: 4889.889160
	Iteration 36Q: 3 clusters Score -2226330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2226329.750000 Penalty: 4889.889160
	Iteration 37Q: 3 clusters Score -2226330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2226328.500000 Penalty: 4889.889160
	Iteration 38Q: 3 clusters Score -2226328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2226330.750000 Penalty: 4889.889160
	Iteration 39Q: 3 clusters Score -2226331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2226332.250000 Penalty: 4889.889160
	Iteration 40F: 3 clusters Score -2226332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2226329.750000 Penalty: 4889.889160
	Iteration 41Q: 3 clusters Score -2226330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2226330.750000 Penalty: 4889.889160
	Iteration 42Q: 3 clusters Score -2226331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2226329.000000 Penalty: 4889.889160
	Iteration 43Q: 3 clusters Score -2226329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2226326.250000 Penalty: 4889.889160
	Iteration 44Q: 3 clusters Score -2226326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2226329.250000 Penalty: 4889.889160
	Iteration 45Q: 3 clusters Score -2226329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2226329.750000 Penalty: 4889.889160
	Iteration 46Q: 3 clusters Score -2226330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2226329.250000 Penalty: 4889.889160
	Iteration 47Q: 3 clusters Score -2226329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2226330.000000 Penalty: 4889.889160
	Iteration 48Q: 3 clusters Score -2226330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2226330.000000 Penalty: 4889.889160
	Iteration 49F: 3 clusters Score -2226330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Entering Unmasked Estep 
Score: -1072760.375000 Penalty: 2261.346924
	Iteration 0F: 2 clusters Score -1072760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1065557.750000 Penalty: 4522.693848
	Iteration 0F: 3 clusters Score -1065558 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1067678.875000 Penalty: 4522.693848
	Iteration 1F: 3 clusters Score -1067679 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1068035.375000 Penalty: 4522.693848
	Iteration 2F: 3 clusters Score -1068035 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1068323.625000 Penalty: 4522.693848
	Iteration 3F: 3 clusters Score -1068324 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1068621.500000 Penalty: 4522.693848
	Iteration 4F: 3 clusters Score -1068622 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1068903.500000 Penalty: 4522.693848
	Iteration 5F: 3 clusters Score -1068904 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1069200.875000 Penalty: 4522.693848
	Iteration 6Q: 3 clusters Score -1069201 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1069457.000000 Penalty: 4522.693848
	Iteration 7Q: 3 clusters Score -1069457 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1069679.250000 Penalty: 4522.693848
	Iteration 8Q: 3 clusters Score -1069679 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1069880.625000 Penalty: 4522.693848
	Iteration 9Q: 3 clusters Score -1069881 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1070057.000000 Penalty: 4522.693848
	Iteration 10Q: 3 clusters Score -1070057 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1070208.625000 Penalty: 4522.693848
	Iteration 11Q: 3 clusters Score -1070209 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1070359.375000 Penalty: 4522.693848
	Iteration 12Q: 3 clusters Score -1070359 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1070478.750000 Penalty: 4522.693848
	Iteration 13Q: 3 clusters Score -1070479 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1070576.750000 Penalty: 4522.693848
	Iteration 14Q: 3 clusters Score -1070577 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1070647.250000 Penalty: 4522.693848
	Iteration 15Q: 3 clusters Score -1070647 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1070694.375000 Penalty: 4522.693848
	Iteration 16Q: 3 clusters Score -1070694 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1070732.000000 Penalty: 4522.693848
	Iteration 17Q: 3 clusters Score -1070732 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1070766.875000 Penalty: 4522.693848
	Iteration 18Q: 3 clusters Score -1070767 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1070806.000000 Penalty: 4522.693848
	Iteration 19Q: 3 clusters Score -1070806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1070840.000000 Penalty: 4522.693848
	Iteration 20F: 3 clusters Score -1070840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1070884.500000 Penalty: 4522.693848
	Iteration 21Q: 3 clusters Score -1070884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1070946.500000 Penalty: 4522.693848
	Iteration 22Q: 3 clusters Score -1070946 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1071022.000000 Penalty: 4522.693848
	Iteration 23Q: 3 clusters Score -1071022 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1071114.875000 Penalty: 4522.693848
	Iteration 24Q: 3 clusters Score -1071115 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1071232.500000 Penalty: 4522.693848
	Iteration 25Q: 3 clusters Score -1071232 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1071403.875000 Penalty: 4522.693848
	Iteration 26Q: 3 clusters Score -1071404 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1071598.875000 Penalty: 4522.693848
	Iteration 27Q: 3 clusters Score -1071599 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1071731.250000 Penalty: 4522.693848
	Iteration 28Q: 3 clusters Score -1071731 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1071820.375000 Penalty: 4522.693848
	Iteration 29Q: 3 clusters Score -1071820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1071871.625000 Penalty: 4522.693848
	Iteration 30Q: 3 clusters Score -1071872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1071903.875000 Penalty: 4522.693848
	Iteration 31Q: 3 clusters Score -1071904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1071920.125000 Penalty: 4522.693848
	Iteration 32Q: 3 clusters Score -1071920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1071929.375000 Penalty: 4522.693848
	Iteration 33Q: 3 clusters Score -1071929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1071936.375000 Penalty: 4522.693848
	Iteration 34Q: 3 clusters Score -1071936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1071945.875000 Penalty: 4522.693848
	Iteration 35Q: 3 clusters Score -1071946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1071948.125000 Penalty: 4522.693848
	Iteration 36Q: 3 clusters Score -1071948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1071948.750000 Penalty: 4522.693848
	Iteration 37Q: 3 clusters Score -1071949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1071952.250000 Penalty: 4522.693848
	Iteration 38Q: 3 clusters Score -1071952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1071953.750000 Penalty: 4522.693848
	Iteration 39Q: 3 clusters Score -1071954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1071953.125000 Penalty: 4522.693848
	Iteration 40F: 3 clusters Score -1071953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Entering Unmasked Estep 
Score: -4365505.500000 Penalty: 2610.819824
	Iteration 0F: 2 clusters Score -4365506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4340110.000000 Penalty: 5221.639648
	Iteration 0F: 3 clusters Score -4340110 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4349464.500000 Penalty: 5221.639648
	Iteration 1F: 3 clusters Score -4349464 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4349981.500000 Penalty: 5221.639648
	Iteration 2Q: 3 clusters Score -4349982 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4350502.000000 Penalty: 5221.639648
	Iteration 3Q: 3 clusters Score -4350502 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -4350973.000000 Penalty: 5221.639648
	Iteration 4Q: 3 clusters Score -4350973 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4351520.000000 Penalty: 5221.639648
	Iteration 5Q: 3 clusters Score -4351520 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4352118.500000 Penalty: 5221.639648
	Iteration 6Q: 3 clusters Score -4352118 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4352776.000000 Penalty: 5221.639648
	Iteration 7Q: 3 clusters Score -4352776 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4353536.000000 Penalty: 5221.639648
	Iteration 8Q: 3 clusters Score -4353536 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4354333.500000 Penalty: 5221.639648
	Iteration 9Q: 3 clusters Score -4354334 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4355107.500000 Penalty: 5221.639648
	Iteration 10Q: 3 clusters Score -4355108 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4355912.000000 Penalty: 5221.639648
	Iteration 11Q: 3 clusters Score -4355912 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4356795.500000 Penalty: 5221.639648
	Iteration 12Q: 3 clusters Score -4356796 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4357669.000000 Penalty: 5221.639648
	Iteration 13Q: 3 clusters Score -4357669 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4358400.500000 Penalty: 5221.639648
	Iteration 14Q: 3 clusters Score -4358400 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4358934.000000 Penalty: 5221.639648
	Iteration 15Q: 3 clusters Score -4358934 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4359316.000000 Penalty: 5221.639648
	Iteration 16Q: 3 clusters Score -4359316 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4359590.500000 Penalty: 5221.639648
	Iteration 17Q: 3 clusters Score -4359590 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4359833.000000 Penalty: 5221.639648
	Iteration 18Q: 3 clusters Score -4359833 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -4360049.000000 Penalty: 5221.639648
	Iteration 19Q: 3 clusters Score -4360049 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4360219.000000 Penalty: 5221.639648
	Iteration 20F: 3 clusters Score -4360219 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4360365.500000 Penalty: 5221.639648
	Iteration 21Q: 3 clusters Score -4360366 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -4360506.500000 Penalty: 5221.639648
	Iteration 22Q: 3 clusters Score -4360506 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -4360629.000000 Penalty: 5221.639648
	Iteration 23Q: 3 clusters Score -4360629 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4360730.000000 Penalty: 5221.639648
	Iteration 24Q: 3 clusters Score -4360730 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -4360819.500000 Penalty: 5221.639648
	Iteration 25Q: 3 clusters Score -4360820 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -4360896.000000 Penalty: 5221.639648
	Iteration 26Q: 3 clusters Score -4360896 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4360971.500000 Penalty: 5221.639648
	Iteration 27Q: 3 clusters Score -4360972 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4361043.000000 Penalty: 5221.639648
	Iteration 28Q: 3 clusters Score -4361043 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4361088.500000 Penalty: 5221.639648
	Iteration 29Q: 3 clusters Score -4361088 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4361137.500000 Penalty: 5221.639648
	Iteration 30Q: 3 clusters Score -4361138 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4361166.500000 Penalty: 5221.639648
	Iteration 31Q: 3 clusters Score -4361166 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4361203.500000 Penalty: 5221.639648
	Iteration 32Q: 3 clusters Score -4361204 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4361252.500000 Penalty: 5221.639648
	Iteration 33Q: 3 clusters Score -4361252 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -4361287.000000 Penalty: 5221.639648
	Iteration 34Q: 3 clusters Score -4361287 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4361310.000000 Penalty: 5221.639648
	Iteration 35Q: 3 clusters Score -4361310 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -4361330.500000 Penalty: 5221.639648
	Iteration 36Q: 3 clusters Score -4361330 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -4361341.000000 Penalty: 5221.639648
	Iteration 37Q: 3 clusters Score -4361341 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4361351.000000 Penalty: 5221.639648
	Iteration 38Q: 3 clusters Score -4361351 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4361362.000000 Penalty: 5221.639648
	Iteration 39Q: 3 clusters Score -4361362 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4361378.500000 Penalty: 5221.639648
	Iteration 40F: 3 clusters Score -4361378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4361408.500000 Penalty: 5221.639648
	Iteration 41Q: 3 clusters Score -4361408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4361418.000000 Penalty: 5221.639648
	Iteration 42Q: 3 clusters Score -4361418 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4361427.000000 Penalty: 5221.639648
	Iteration 43Q: 3 clusters Score -4361427 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -4361428.500000 Penalty: 5221.639648
	Iteration 44Q: 3 clusters Score -4361428 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4361456.000000 Penalty: 5221.639648
	Iteration 45Q: 3 clusters Score -4361456 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -4361468.500000 Penalty: 5221.639648
	Iteration 46Q: 3 clusters Score -4361468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4361476.500000 Penalty: 5221.639648
	Iteration 47Q: 3 clusters Score -4361476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4361503.500000 Penalty: 5221.639648
	Iteration 48Q: 3 clusters Score -4361504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4361518.000000 Penalty: 5221.639648
	Iteration 49Q: 3 clusters Score -4361518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -4361517.000000 Penalty: 5221.639648
	Iteration 50Q: 3 clusters Score -4361517 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4361513.000000 Penalty: 5221.639648
	Iteration 51Q: 3 clusters Score -4361513 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4361536.500000 Penalty: 5221.639648
	Iteration 52Q: 3 clusters Score -4361536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -4361523.000000 Penalty: 5221.639648
	Iteration 53Q: 3 clusters Score -4361523 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4361533.500000 Penalty: 5221.639648
	Iteration 54Q: 3 clusters Score -4361534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4361534.500000 Penalty: 5221.639648
	Iteration 55Q: 3 clusters Score -4361534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4361529.500000 Penalty: 5221.639648
	Iteration 56Q: 3 clusters Score -4361530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4361535.000000 Penalty: 5221.639648
	Iteration 57Q: 3 clusters Score -4361535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -4361547.500000 Penalty: 5221.639648
	Iteration 58Q: 3 clusters Score -4361548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4361547.000000 Penalty: 5221.639648
	Iteration 59Q: 3 clusters Score -4361547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -4361555.000000 Penalty: 5221.639648
	Iteration 60F: 3 clusters Score -4361555 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4361564.000000 Penalty: 5221.639648
	Iteration 61Q: 3 clusters Score -4361564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4361571.000000 Penalty: 5221.639648
	Iteration 62Q: 3 clusters Score -4361571 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -4361591.000000 Penalty: 5221.639648
	Iteration 63Q: 3 clusters Score -4361591 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4361585.000000 Penalty: 5221.639648
	Iteration 64Q: 3 clusters Score -4361585 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4361583.500000 Penalty: 5221.639648
	Iteration 65Q: 3 clusters Score -4361584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4361599.000000 Penalty: 5221.639648
	Iteration 66Q: 3 clusters Score -4361599 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4361609.500000 Penalty: 5221.639648
	Iteration 67Q: 3 clusters Score -4361610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -4361616.500000 Penalty: 5221.639648
	Iteration 68Q: 3 clusters Score -4361616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -4361625.500000 Penalty: 5221.639648
	Iteration 69Q: 3 clusters Score -4361626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4361629.500000 Penalty: 5221.639648
	Iteration 70Q: 3 clusters Score -4361630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -4361639.000000 Penalty: 5221.639648
	Iteration 71Q: 3 clusters Score -4361639 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -4361632.000000 Penalty: 5221.639648
	Iteration 72Q: 3 clusters Score -4361632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -4361629.500000 Penalty: 5221.639648
	Iteration 73Q: 3 clusters Score -4361630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4361625.500000 Penalty: 5221.639648
	Iteration 74Q: 3 clusters Score -4361626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -4361644.500000 Penalty: 5221.639648
	Iteration 75Q: 3 clusters Score -4361644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4361655.500000 Penalty: 5221.639648
	Iteration 76Q: 3 clusters Score -4361656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4361672.000000 Penalty: 5221.639648
	Iteration 77Q: 3 clusters Score -4361672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4361675.000000 Penalty: 5221.639648
	Iteration 78Q: 3 clusters Score -4361675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4361678.000000 Penalty: 5221.639648
	Iteration 79Q: 3 clusters Score -4361678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4361683.000000 Penalty: 5221.639648
	Iteration 80F: 3 clusters Score -4361683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4361695.000000 Penalty: 5221.639648
	Iteration 81Q: 3 clusters Score -4361695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4361698.000000 Penalty: 5221.639648
	Iteration 82Q: 3 clusters Score -4361698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -4361687.500000 Penalty: 5221.639648
	Iteration 83Q: 3 clusters Score -4361688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4361701.000000 Penalty: 5221.639648
	Iteration 84Q: 3 clusters Score -4361701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -4361717.000000 Penalty: 5221.639648
	Iteration 85Q: 3 clusters Score -4361717 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -4361735.500000 Penalty: 5221.639648
	Iteration 86Q: 3 clusters Score -4361736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4361736 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -4361740.000000 Penalty: 5221.639648
	Iteration 88Q: 3 clusters Score -4361740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -4361750.500000 Penalty: 5221.639648
	Iteration 89Q: 3 clusters Score -4361750 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4361763 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -4361787.500000 Penalty: 5221.639648
	Iteration 91Q: 3 clusters Score -4361788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4361774.000000 Penalty: 5221.639648
	Iteration 92Q: 3 clusters Score -4361774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4361803.500000 Penalty: 5221.639648
	Iteration 93Q: 3 clusters Score -4361804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4361819.000000 Penalty: 5221.639648
	Iteration 94Q: 3 clusters Score -4361819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4361817.500000 Penalty: 5221.639648
	Iteration 95Q: 3 clusters Score -4361818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4361816.500000 Penalty: 5221.639648
	Iteration 96Q: 3 clusters Score -4361816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -4361834.000000 Penalty: 5221.639648
	Iteration 97Q: 3 clusters Score -4361834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4361840.500000 Penalty: 5221.639648
	Iteration 98Q: 3 clusters Score -4361840 nChanged 96
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Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4361853.000000 Penalty: 5221.639648
	Iteration 99Q: 3 clusters Score -4361853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4361856.000000 Penalty: 5221.639648
	Iteration 100F: 3 clusters Score -4361856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -4361855.500000 Penalty: 5221.639648
	Iteration 101Q: 3 clusters Score -4361856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -4361861.500000 Penalty: 5221.639648
	Iteration 102Q: 3 clusters Score -4361862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4361875.000000 Penalty: 5221.639648
	Iteration 103Q: 3 clusters Score -4361875 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -4361900.500000 Penalty: 5221.639648
	Iteration 104Q: 3 clusters Score -4361900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -4361908.000000 Penalty: 5221.639648
	Iteration 105Q: 3 clusters Score -4361908 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4361909.500000 Penalty: 5221.639648
	Iteration 106Q: 3 clusters Score -4361910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4361917.000000 Penalty: 5221.639648
	Iteration 107Q: 3 clusters Score -4361917 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4361922.500000 Penalty: 5221.639648
	Iteration 108Q: 3 clusters Score -4361922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -4361923.500000 Penalty: 5221.639648
	Iteration 109Q: 3 clusters Score -4361924 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4361933.500000 Penalty: 5221.639648
	Iteration 110Q: 3 clusters Score -4361934 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4361952.000000 Penalty: 5221.639648
	Iteration 111Q: 3 clusters Score -4361952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -4361939.500000 Penalty: 5221.639648
	Iteration 112Q: 3 clusters Score -4361940 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4361940 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4361963.500000 Penalty: 5221.639648
	Iteration 114Q: 3 clusters Score -4361964 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4361971.000000 Penalty: 5221.639648
	Iteration 115Q: 3 clusters Score -4361971 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4361988 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4361989.500000 Penalty: 5221.639648
	Iteration 117Q: 3 clusters Score -4361990 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4361991.500000 Penalty: 5221.639648
	Iteration 118Q: 3 clusters Score -4361992 nChanged 55
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Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4361998.500000 Penalty: 5221.639648
	Iteration 119Q: 3 clusters Score -4361998 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4362000 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4362000 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -4362007.500000 Penalty: 5221.639648
	Iteration 122Q: 3 clusters Score -4362008 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4362010 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4362023.000000 Penalty: 5221.639648
	Iteration 124Q: 3 clusters Score -4362023 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4362008 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -4362033.500000 Penalty: 5221.639648
	Iteration 126Q: 3 clusters Score -4362034 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4362042.500000 Penalty: 5221.639648
	Iteration 127Q: 3 clusters Score -4362042 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -4362043.000000 Penalty: 5221.639648
	Iteration 128Q: 3 clusters Score -4362043 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -4362048.000000 Penalty: 5221.639648
	Iteration 129Q: 3 clusters Score -4362048 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -4362045.500000 Penalty: 5221.639648
	Iteration 130Q: 3 clusters Score -4362046 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4362047.000000 Penalty: 5221.639648
	Iteration 131Q: 3 clusters Score -4362047 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -4362066.000000 Penalty: 5221.639648
	Iteration 132Q: 3 clusters Score -4362066 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4362082.000000 Penalty: 5221.639648
	Iteration 133Q: 3 clusters Score -4362082 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -4362087.000000 Penalty: 5221.639648
	Iteration 134Q: 3 clusters Score -4362087 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -4362090.000000 Penalty: 5221.639648
	Iteration 135Q: 3 clusters Score -4362090 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -4362111.000000 Penalty: 5221.639648
	Iteration 136Q: 3 clusters Score -4362111 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24626 members 
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Entering Unmasked Estep 
Score: -4362125.000000 Penalty: 5221.639648
	Iteration 137Q: 3 clusters Score -4362125 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 12581 members 
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	Iteration 138Q: 3 clusters Score -4362170 nChanged 121
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Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -4362181.000000 Penalty: 5221.639648
	Iteration 139Q: 3 clusters Score -4362181 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4362176.500000 Penalty: 5221.639648
	Iteration 140F: 3 clusters Score -4362176 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4362189.500000 Penalty: 5221.639648
	Iteration 141Q: 3 clusters Score -4362190 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4362192 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 12042 members 
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Score: -4362199.500000 Penalty: 5221.639648
	Iteration 143Q: 3 clusters Score -4362200 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 11948 members 
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Score: -4362214.500000 Penalty: 5221.639648
	Iteration 144Q: 3 clusters Score -4362214 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -4362226.500000 Penalty: 5221.639648
	Iteration 145Q: 3 clusters Score -4362226 nChanged 94
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Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -4362243.500000 Penalty: 5221.639648
	Iteration 146Q: 3 clusters Score -4362244 nChanged 98
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Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4362254 nChanged 104
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Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 11560 members 
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	Iteration 148Q: 3 clusters Score -4362263 nChanged 98
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Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -4362281.500000 Penalty: 5221.639648
	Iteration 149Q: 3 clusters Score -4362282 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4362284.500000 Penalty: 5221.639648
	Iteration 150Q: 3 clusters Score -4362284 nChanged 83
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Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 11289 members 
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Score: -4362294.000000 Penalty: 5221.639648
	Iteration 151Q: 3 clusters Score -4362294 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4362296 nChanged 111
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Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -4362301.500000 Penalty: 5221.639648
	Iteration 153Q: 3 clusters Score -4362302 nChanged 109
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Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4362307.500000 Penalty: 5221.639648
	Iteration 154Q: 3 clusters Score -4362308 nChanged 86
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Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4362327.500000 Penalty: 5221.639648
	Iteration 155Q: 3 clusters Score -4362328 nChanged 98
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Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4362341.000000 Penalty: 5221.639648
	Iteration 156Q: 3 clusters Score -4362341 nChanged 84
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Mstep: Class 1 contains 26629 members 
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Score: -4362357.000000 Penalty: 5221.639648
	Iteration 157Q: 3 clusters Score -4362357 nChanged 94
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Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -4362361.500000 Penalty: 5221.639648
	Iteration 158Q: 3 clusters Score -4362362 nChanged 115
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Mstep: Class 1 contains 26836 members 
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Score: -4362372.500000 Penalty: 5221.639648
	Iteration 159Q: 3 clusters Score -4362372 nChanged 120
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Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4362395 nChanged 120
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Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -4362397.500000 Penalty: 5221.639648
	Iteration 161Q: 3 clusters Score -4362398 nChanged 127
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Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 10129 members 
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	Iteration 162Q: 3 clusters Score -4362399 nChanged 139
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	Iteration 163Q: 3 clusters Score -4362430 nChanged 129
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Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 9865 members 
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	Iteration 164Q: 3 clusters Score -4362456 nChanged 129
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	Iteration 165Q: 3 clusters Score -4362480 nChanged 126
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	Iteration 166Q: 3 clusters Score -4362510 nChanged 133
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	Iteration 167Q: 3 clusters Score -4362530 nChanged 134
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	Iteration 168Q: 3 clusters Score -4362565 nChanged 153
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	Iteration 169Q: 3 clusters Score -4362613 nChanged 154
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	Iteration 170Q: 3 clusters Score -4362656 nChanged 166
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	Iteration 171Q: 3 clusters Score -4362668 nChanged 135
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	Iteration 172Q: 3 clusters Score -4362698 nChanged 138
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	Iteration 173Q: 3 clusters Score -4362724 nChanged 158
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	Iteration 174Q: 3 clusters Score -4362774 nChanged 155
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Score: -4362817.500000 Penalty: 5221.639648
	Iteration 175Q: 3 clusters Score -4362818 nChanged 162
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	Iteration 176Q: 3 clusters Score -4362862 nChanged 163
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	Iteration 177Q: 3 clusters Score -4362914 nChanged 181
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	Iteration 178Q: 3 clusters Score -4362959 nChanged 199
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	Iteration 179Q: 3 clusters Score -4363042 nChanged 200
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	Iteration 180F: 3 clusters Score -4363092 nChanged 193
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	Iteration 181Q: 3 clusters Score -4363168 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -4363214.000000 Penalty: 5221.639648
	Iteration 182Q: 3 clusters Score -4363214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4363258.000000 Penalty: 5221.639648
	Iteration 183Q: 3 clusters Score -4363258 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -4363301.500000 Penalty: 5221.639648
	Iteration 184Q: 3 clusters Score -4363302 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -4363334.000000 Penalty: 5221.639648
	Iteration 185Q: 3 clusters Score -4363334 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4363346.500000 Penalty: 5221.639648
	Iteration 186Q: 3 clusters Score -4363346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4363358.500000 Penalty: 5221.639648
	Iteration 187Q: 3 clusters Score -4363358 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4363391.500000 Penalty: 5221.639648
	Iteration 188Q: 3 clusters Score -4363392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -4363405.500000 Penalty: 5221.639648
	Iteration 189Q: 3 clusters Score -4363406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -4363420.000000 Penalty: 5221.639648
	Iteration 190Q: 3 clusters Score -4363420 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4363436.000000 Penalty: 5221.639648
	Iteration 191Q: 3 clusters Score -4363436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4363462.500000 Penalty: 5221.639648
	Iteration 192Q: 3 clusters Score -4363462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -4363464.500000 Penalty: 5221.639648
	Iteration 193Q: 3 clusters Score -4363464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4363470.000000 Penalty: 5221.639648
	Iteration 194Q: 3 clusters Score -4363470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -4363474.000000 Penalty: 5221.639648
	Iteration 195Q: 3 clusters Score -4363474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -4363481.500000 Penalty: 5221.639648
	Iteration 196Q: 3 clusters Score -4363482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4363497.500000 Penalty: 5221.639648
	Iteration 197Q: 3 clusters Score -4363498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4363496.000000 Penalty: 5221.639648
	Iteration 198Q: 3 clusters Score -4363496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4363495.500000 Penalty: 5221.639648
	Iteration 199Q: 3 clusters Score -4363496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -4363510.500000 Penalty: 5221.639648
	Iteration 200F: 3 clusters Score -4363510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4363509.000000 Penalty: 5221.639648
	Iteration 201Q: 3 clusters Score -4363509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -4363508.500000 Penalty: 5221.639648
	Iteration 202Q: 3 clusters Score -4363508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4363513.500000 Penalty: 5221.639648
	Iteration 203Q: 3 clusters Score -4363514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -4363521.500000 Penalty: 5221.639648
	Iteration 204Q: 3 clusters Score -4363522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -4363520.500000 Penalty: 5221.639648
	Iteration 205Q: 3 clusters Score -4363520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -4363517.000000 Penalty: 5221.639648
	Iteration 206Q: 3 clusters Score -4363517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -4363528.000000 Penalty: 5221.639648
	Iteration 207Q: 3 clusters Score -4363528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4363538.500000 Penalty: 5221.639648
	Iteration 208Q: 3 clusters Score -4363538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -4363542.000000 Penalty: 5221.639648
	Iteration 209Q: 3 clusters Score -4363542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4363547.500000 Penalty: 5221.639648
	Iteration 210Q: 3 clusters Score -4363548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4363539.000000 Penalty: 5221.639648
	Iteration 211Q: 3 clusters Score -4363539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4363541.000000 Penalty: 5221.639648
	Iteration 212Q: 3 clusters Score -4363541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -4363540.500000 Penalty: 5221.639648
	Iteration 213Q: 3 clusters Score -4363540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -4363542.000000 Penalty: 5221.639648
	Iteration 214Q: 3 clusters Score -4363542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -4363538.500000 Penalty: 5221.639648
	Iteration 215Q: 3 clusters Score -4363538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4363538.000000 Penalty: 5221.639648
	Iteration 216Q: 3 clusters Score -4363538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4363543.500000 Penalty: 5221.639648
	Iteration 217Q: 3 clusters Score -4363544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4363546.500000 Penalty: 5221.639648
	Iteration 218Q: 3 clusters Score -4363546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4363548.000000 Penalty: 5221.639648
	Iteration 219Q: 3 clusters Score -4363548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4363553.000000 Penalty: 5221.639648
	Iteration 220F: 3 clusters Score -4363553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4363548.000000 Penalty: 5221.639648
	Iteration 221Q: 3 clusters Score -4363548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -4363551.500000 Penalty: 5221.639648
	Iteration 222Q: 3 clusters Score -4363552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4363556.500000 Penalty: 5221.639648
	Iteration 223Q: 3 clusters Score -4363556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -4363553.000000 Penalty: 5221.639648
	Iteration 224Q: 3 clusters Score -4363553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -4363558.000000 Penalty: 5221.639648
	Iteration 225Q: 3 clusters Score -4363558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4363564.500000 Penalty: 5221.639648
	Iteration 226Q: 3 clusters Score -4363564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4363563.500000 Penalty: 5221.639648
	Iteration 227Q: 3 clusters Score -4363564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -4363559.000000 Penalty: 5221.639648
	Iteration 228Q: 3 clusters Score -4363559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -4363551.000000 Penalty: 5221.639648
	Iteration 229Q: 3 clusters Score -4363551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4363552.000000 Penalty: 5221.639648
	Iteration 230Q: 3 clusters Score -4363552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4363551.500000 Penalty: 5221.639648
	Iteration 231Q: 3 clusters Score -4363552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -4363557.500000 Penalty: 5221.639648
	Iteration 232Q: 3 clusters Score -4363558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -4363555.000000 Penalty: 5221.639648
	Iteration 233Q: 3 clusters Score -4363555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -4363547.000000 Penalty: 5221.639648
	Iteration 234Q: 3 clusters Score -4363547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4363548.000000 Penalty: 5221.639648
	Iteration 235Q: 3 clusters Score -4363548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -4363546.500000 Penalty: 5221.639648
	Iteration 236Q: 3 clusters Score -4363546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4363552.000000 Penalty: 5221.639648
	Iteration 237Q: 3 clusters Score -4363552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -4363556.000000 Penalty: 5221.639648
	Iteration 238Q: 3 clusters Score -4363556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4363560.000000 Penalty: 5221.639648
	Iteration 239Q: 3 clusters Score -4363560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4363561.000000 Penalty: 5221.639648
	Iteration 240F: 3 clusters Score -4363561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4363556.000000 Penalty: 5221.639648
	Iteration 241Q: 3 clusters Score -4363556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4363552.500000 Penalty: 5221.639648
	Iteration 242Q: 3 clusters Score -4363552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4363554.000000 Penalty: 5221.639648
	Iteration 243Q: 3 clusters Score -4363554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4363554.000000 Penalty: 5221.639648
	Iteration 244F: 3 clusters Score -4363554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -110243.968750 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -110244 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 375 members 
Entering Unmasked Estep 
Score: -108555.234375 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -108555.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -108948.078125 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -108948.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109053.726562 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -109053.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -109132.960938 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -109133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -109175.843750 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -109175.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -109212.914062 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -109212.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -109240.351562 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -109240.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -109259.406250 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -109259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -109277.546875 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -109277.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -109306.062500 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -109306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -109343.046875 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -109343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -109357.960938 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -109358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -109375.828125 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -109375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -109395.187500 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -109395.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109412.882812 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -109412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -109430.031250 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -109430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -109443.992188 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -109444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -109452.437500 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -109452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -109461.359375 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -109461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -109474.195312 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -109474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109496.546875 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -109496.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -109520.093750 Penalty: 3301.736328
	Iteration 21Q: 3 clusters Score -109520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -109529.976562 Penalty: 3301.736328
	Iteration 22Q: 3 clusters Score -109530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109537.000000 Penalty: 3301.736328
	Iteration 23Q: 3 clusters Score -109537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -109548.687500 Penalty: 3301.736328
	Iteration 24Q: 3 clusters Score -109548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -109556.718750 Penalty: 3301.736328
	Iteration 25Q: 3 clusters Score -109556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -109563.703125 Penalty: 3301.736328
	Iteration 26Q: 3 clusters Score -109563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -109566.718750 Penalty: 3301.736328
	Iteration 27Q: 3 clusters Score -109566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -109568.835938 Penalty: 3301.736328
	Iteration 28Q: 3 clusters Score -109568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -109573.367188 Penalty: 3301.736328
	Iteration 29Q: 3 clusters Score -109573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -109581.796875 Penalty: 3301.736328
	Iteration 30Q: 3 clusters Score -109581.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109599.093750 Penalty: 3301.736328
	Iteration 31Q: 3 clusters Score -109599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109611.843750 Penalty: 3301.736328
	Iteration 32Q: 3 clusters Score -109611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109630.062500 Penalty: 3301.736328
	Iteration 33Q: 3 clusters Score -109630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109649.976562 Penalty: 3301.736328
	Iteration 34Q: 3 clusters Score -109650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -109674.476562 Penalty: 3301.736328
	Iteration 35Q: 3 clusters Score -109674.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109700.437500 Penalty: 3301.736328
	Iteration 36Q: 3 clusters Score -109700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109722.789062 Penalty: 3301.736328
	Iteration 37Q: 3 clusters Score -109722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109740.046875 Penalty: 3301.736328
	Iteration 38Q: 3 clusters Score -109740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -109763.156250 Penalty: 3301.736328
	Iteration 39Q: 3 clusters Score -109763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109796.695312 Penalty: 3301.736328
	Iteration 40F: 3 clusters Score -109796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109808.718750 Penalty: 3301.736328
	Iteration 41Q: 3 clusters Score -109808.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109813.484375 Penalty: 3301.736328
	Iteration 42Q: 3 clusters Score -109813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109815.015625 Penalty: 3301.736328
	Iteration 43Q: 3 clusters Score -109815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109815.843750 Penalty: 3301.736328
	Iteration 44Q: 3 clusters Score -109815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109815.843750 Penalty: 3301.736328
	Iteration 45F: 3 clusters Score -109815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Entering Unmasked Estep 
Score: -1169964.250000 Penalty: 2286.926758
	Iteration 0F: 2 clusters Score -1169964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1162194.125000 Penalty: 4573.853516
	Iteration 0F: 3 clusters Score -1162194 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1164509.875000 Penalty: 4573.853516
	Iteration 1F: 3 clusters Score -1164510 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1164890.000000 Penalty: 4573.853516
	Iteration 2F: 3 clusters Score -1164890 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1165214.500000 Penalty: 4573.853516
	Iteration 3F: 3 clusters Score -1165214 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1165492.250000 Penalty: 4573.853516
	Iteration 4Q: 3 clusters Score -1165492 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1165718.500000 Penalty: 4573.853516
	Iteration 5Q: 3 clusters Score -1165718 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1165966.500000 Penalty: 4573.853516
	Iteration 6Q: 3 clusters Score -1165966 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1166236.250000 Penalty: 4573.853516
	Iteration 7Q: 3 clusters Score -1166236 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1166486.250000 Penalty: 4573.853516
	Iteration 8Q: 3 clusters Score -1166486 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1166755.875000 Penalty: 4573.853516
	Iteration 9Q: 3 clusters Score -1166756 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1166976.375000 Penalty: 4573.853516
	Iteration 10Q: 3 clusters Score -1166976 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1167186.875000 Penalty: 4573.853516
	Iteration 11Q: 3 clusters Score -1167187 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1167408.625000 Penalty: 4573.853516
	Iteration 12Q: 3 clusters Score -1167409 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1167596.250000 Penalty: 4573.853516
	Iteration 13Q: 3 clusters Score -1167596 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1167766.125000 Penalty: 4573.853516
	Iteration 14Q: 3 clusters Score -1167766 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1167875.875000 Penalty: 4573.853516
	Iteration 15Q: 3 clusters Score -1167876 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1167971.125000 Penalty: 4573.853516
	Iteration 16Q: 3 clusters Score -1167971 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1168058.500000 Penalty: 4573.853516
	Iteration 17Q: 3 clusters Score -1168058 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1168129.250000 Penalty: 4573.853516
	Iteration 18Q: 3 clusters Score -1168129 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1168201.375000 Penalty: 4573.853516
	Iteration 19Q: 3 clusters Score -1168201 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1168250.000000 Penalty: 4573.853516
	Iteration 20F: 3 clusters Score -1168250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1168284.250000 Penalty: 4573.853516
	Iteration 21Q: 3 clusters Score -1168284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1168304.000000 Penalty: 4573.853516
	Iteration 22Q: 3 clusters Score -1168304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1168322.625000 Penalty: 4573.853516
	Iteration 23Q: 3 clusters Score -1168323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1168340.000000 Penalty: 4573.853516
	Iteration 24Q: 3 clusters Score -1168340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1168354.750000 Penalty: 4573.853516
	Iteration 25Q: 3 clusters Score -1168355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1168369.375000 Penalty: 4573.853516
	Iteration 26Q: 3 clusters Score -1168369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1168377.625000 Penalty: 4573.853516
	Iteration 27Q: 3 clusters Score -1168378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1168382.000000 Penalty: 4573.853516
	Iteration 28Q: 3 clusters Score -1168382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1168387.625000 Penalty: 4573.853516
	Iteration 29Q: 3 clusters Score -1168388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1168393.000000 Penalty: 4573.853516
	Iteration 30Q: 3 clusters Score -1168393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1168397.000000 Penalty: 4573.853516
	Iteration 31Q: 3 clusters Score -1168397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1168396.125000 Penalty: 4573.853516
	Iteration 32Q: 3 clusters Score -1168396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1168397.750000 Penalty: 4573.853516
	Iteration 33Q: 3 clusters Score -1168398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1168403.000000 Penalty: 4573.853516
	Iteration 34Q: 3 clusters Score -1168403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1168403.250000 Penalty: 4573.853516
	Iteration 35Q: 3 clusters Score -1168403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1168404.250000 Penalty: 4573.853516
	Iteration 36Q: 3 clusters Score -1168404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1168405.000000 Penalty: 4573.853516
	Iteration 37Q: 3 clusters Score -1168405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1168404.750000 Penalty: 4573.853516
	Iteration 38Q: 3 clusters Score -1168405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1168406.750000 Penalty: 4573.853516
	Iteration 39Q: 3 clusters Score -1168407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1168406.125000 Penalty: 4573.853516
	Iteration 40F: 3 clusters Score -1168406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1168407.000000 Penalty: 4573.853516
	Iteration 41Q: 3 clusters Score -1168407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1168407.125000 Penalty: 4573.853516
	Iteration 42Q: 3 clusters Score -1168407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1168408.125000 Penalty: 4573.853516
	Iteration 43Q: 3 clusters Score -1168408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1168410.000000 Penalty: 4573.853516
	Iteration 44Q: 3 clusters Score -1168410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1168409.250000 Penalty: 4573.853516
	Iteration 45Q: 3 clusters Score -1168409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1168412.000000 Penalty: 4573.853516
	Iteration 46Q: 3 clusters Score -1168412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1168411.500000 Penalty: 4573.853516
	Iteration 47Q: 3 clusters Score -1168412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1168412.750000 Penalty: 4573.853516
	Iteration 48Q: 3 clusters Score -1168413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1168415.125000 Penalty: 4573.853516
	Iteration 49Q: 3 clusters Score -1168415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1168417.500000 Penalty: 4573.853516
	Iteration 50Q: 3 clusters Score -1168418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1168416.500000 Penalty: 4573.853516
	Iteration 51Q: 3 clusters Score -1168416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1168415.375000 Penalty: 4573.853516
	Iteration 52Q: 3 clusters Score -1168415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1168416.750000 Penalty: 4573.853516
	Iteration 53Q: 3 clusters Score -1168417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1168420.375000 Penalty: 4573.853516
	Iteration 54Q: 3 clusters Score -1168420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1168422.000000 Penalty: 4573.853516
	Iteration 55Q: 3 clusters Score -1168422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1168426.625000 Penalty: 4573.853516
	Iteration 56Q: 3 clusters Score -1168427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1168432.500000 Penalty: 4573.853516
	Iteration 57Q: 3 clusters Score -1168432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1168441.125000 Penalty: 4573.853516
	Iteration 58Q: 3 clusters Score -1168441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1168447.875000 Penalty: 4573.853516
	Iteration 59Q: 3 clusters Score -1168448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1168453.250000 Penalty: 4573.853516
	Iteration 60F: 3 clusters Score -1168453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1168458.375000 Penalty: 4573.853516
	Iteration 61Q: 3 clusters Score -1168458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1168464.250000 Penalty: 4573.853516
	Iteration 62Q: 3 clusters Score -1168464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1168469.625000 Penalty: 4573.853516
	Iteration 63Q: 3 clusters Score -1168470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1168475.250000 Penalty: 4573.853516
	Iteration 64Q: 3 clusters Score -1168475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1168478.250000 Penalty: 4573.853516
	Iteration 65Q: 3 clusters Score -1168478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1168481.875000 Penalty: 4573.853516
	Iteration 66Q: 3 clusters Score -1168482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1168489.000000 Penalty: 4573.853516
	Iteration 67Q: 3 clusters Score -1168489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1168492.750000 Penalty: 4573.853516
	Iteration 68Q: 3 clusters Score -1168493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1168493.875000 Penalty: 4573.853516
	Iteration 69Q: 3 clusters Score -1168494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1168495.750000 Penalty: 4573.853516
	Iteration 70Q: 3 clusters Score -1168496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1168499.500000 Penalty: 4573.853516
	Iteration 71Q: 3 clusters Score -1168500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1168499.125000 Penalty: 4573.853516
	Iteration 72Q: 3 clusters Score -1168499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1168502.625000 Penalty: 4573.853516
	Iteration 73Q: 3 clusters Score -1168503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1168502.375000 Penalty: 4573.853516
	Iteration 74Q: 3 clusters Score -1168502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1168506.000000 Penalty: 4573.853516
	Iteration 75Q: 3 clusters Score -1168506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1168507.750000 Penalty: 4573.853516
	Iteration 76Q: 3 clusters Score -1168508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1168508.500000 Penalty: 4573.853516
	Iteration 77Q: 3 clusters Score -1168508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1168510.875000 Penalty: 4573.853516
	Iteration 78Q: 3 clusters Score -1168511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1168514.125000 Penalty: 4573.853516
	Iteration 79Q: 3 clusters Score -1168514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1168511.000000 Penalty: 4573.853516
	Iteration 80F: 3 clusters Score -1168511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1168513.500000 Penalty: 4573.853516
	Iteration 81Q: 3 clusters Score -1168514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1168511.750000 Penalty: 4573.853516
	Iteration 82Q: 3 clusters Score -1168512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1168511.500000 Penalty: 4573.853516
	Iteration 83Q: 3 clusters Score -1168512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1168513.000000 Penalty: 4573.853516
	Iteration 84Q: 3 clusters Score -1168513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1168513.000000 Penalty: 4573.853516
	Iteration 85F: 3 clusters Score -1168513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (169669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169669 members 
Entering Unmasked Estep 
Score: -20049156.000000 Penalty: 2986.318115
	Iteration 0F: 2 clusters Score -2.004916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -19936570.000000 Penalty: 5972.636230
	Iteration 0F: 3 clusters Score -1.993657e+07 nChanged 81415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -19984670.000000 Penalty: 5972.636230
	Iteration 1F: 3 clusters Score -1.998467e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -19986794.000000 Penalty: 5972.636230
	Iteration 2Q: 3 clusters Score -1.998679e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
Score: -19990150.000000 Penalty: 5972.636230
	Iteration 3Q: 3 clusters Score -1.999015e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 106328 members 
Entering Unmasked Estep 
Score: -19996058.000000 Penalty: 5972.636230
	Iteration 4F: 3 clusters Score -1.999606e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 116755 members 
Entering Unmasked Estep 
Score: -20004292.000000 Penalty: 5972.636230
	Iteration 5F: 3 clusters Score -2.000429e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 128196 members 
Entering Unmasked Estep 
Score: -20013910.000000 Penalty: 5972.636230
	Iteration 6F: 3 clusters Score -2.001391e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 138831 members 
Entering Unmasked Estep 
Score: -20022806.000000 Penalty: 5972.636230
	Iteration 7F: 3 clusters Score -2.002281e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 147970 members 
Entering Unmasked Estep 
Score: -20030034.000000 Penalty: 5972.636230
	Iteration 8F: 3 clusters Score -2.003003e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 155337 members 
Entering Unmasked Estep 
Score: -20036002.000000 Penalty: 5972.636230
	Iteration 9Q: 3 clusters Score -2.0036e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 160784 members 
Entering Unmasked Estep 
Score: -20040338.000000 Penalty: 5972.636230
	Iteration 10Q: 3 clusters Score -2.004034e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 164349 members 
Entering Unmasked Estep 
Score: -20043320.000000 Penalty: 5972.636230
	Iteration 11Q: 3 clusters Score -2.004332e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 166365 members 
Entering Unmasked Estep 
Score: -20044912.000000 Penalty: 5972.636230
	Iteration 12Q: 3 clusters Score -2.004491e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 167440 members 
Entering Unmasked Estep 
Score: -20045688.000000 Penalty: 5972.636230
	Iteration 13Q: 3 clusters Score -2.004569e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 167928 members 
Entering Unmasked Estep 
Score: -20046030.000000 Penalty: 5972.636230
	Iteration 14Q: 3 clusters Score -2.004603e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 168201 members 
Entering Unmasked Estep 
Score: -20046280.000000 Penalty: 5972.636230
	Iteration 15Q: 3 clusters Score -2.004628e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 168360 members 
Entering Unmasked Estep 
Score: -20046418.000000 Penalty: 5972.636230
	Iteration 16Q: 3 clusters Score -2.004642e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 168458 members 
Entering Unmasked Estep 
Score: -20046490.000000 Penalty: 5972.636230
	Iteration 17Q: 3 clusters Score -2.004649e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 168516 members 
Entering Unmasked Estep 
Score: -20046606.000000 Penalty: 5972.636230
	Iteration 18Q: 3 clusters Score -2.004661e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 168553 members 
Entering Unmasked Estep 
Score: -20046638.000000 Penalty: 5972.636230
	Iteration 19Q: 3 clusters Score -2.004664e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 168583 members 
Entering Unmasked Estep 
Score: -20046698.000000 Penalty: 5972.636230
	Iteration 20F: 3 clusters Score -2.00467e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 168602 members 
Entering Unmasked Estep 
Score: -20046728.000000 Penalty: 5972.636230
	Iteration 21Q: 3 clusters Score -2.004673e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 168628 members 
Entering Unmasked Estep 
Score: -20046740.000000 Penalty: 5972.636230
	Iteration 22Q: 3 clusters Score -2.004674e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 168648 members 
Entering Unmasked Estep 
Score: -20046802.000000 Penalty: 5972.636230
	Iteration 23Q: 3 clusters Score -2.00468e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 168663 members 
Entering Unmasked Estep 
Score: -20046810.000000 Penalty: 5972.636230
	Iteration 24Q: 3 clusters Score -2.004681e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 168678 members 
Entering Unmasked Estep 
Score: -20046798.000000 Penalty: 5972.636230
	Iteration 25Q: 3 clusters Score -2.00468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -20046816.000000 Penalty: 5972.636230
	Iteration 26Q: 3 clusters Score -2.004682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 168686 members 
Entering Unmasked Estep 
Score: -20046854.000000 Penalty: 5972.636230
	Iteration 27Q: 3 clusters Score -2.004685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -20046870.000000 Penalty: 5972.636230
	Iteration 28Q: 3 clusters Score -2.004687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 168693 members 
Entering Unmasked Estep 
Score: -20046868.000000 Penalty: 5972.636230
	Iteration 29Q: 3 clusters Score -2.004687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -20046882.000000 Penalty: 5972.636230
	Iteration 30Q: 3 clusters Score -2.004688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 168690 members 
Entering Unmasked Estep 
Score: -20046892.000000 Penalty: 5972.636230
	Iteration 31Q: 3 clusters Score -2.004689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 168689 members 
Entering Unmasked Estep 
Score: -20046910.000000 Penalty: 5972.636230
	Iteration 32Q: 3 clusters Score -2.004691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 168685 members 
Entering Unmasked Estep 
Score: -20046914.000000 Penalty: 5972.636230
	Iteration 33Q: 3 clusters Score -2.004691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 168684 members 
Entering Unmasked Estep 
Score: -20046914.000000 Penalty: 5972.636230
	Iteration 34Q: 3 clusters Score -2.004691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -20046914.000000 Penalty: 5972.636230
	Iteration 35Q: 3 clusters Score -2.004691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -20046918.000000 Penalty: 5972.636230
	Iteration 36Q: 3 clusters Score -2.004692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -20046912.000000 Penalty: 5972.636230
	Iteration 37Q: 3 clusters Score -2.004691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -20046920.000000 Penalty: 5972.636230
	Iteration 38Q: 3 clusters Score -2.004692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 168681 members 
Entering Unmasked Estep 
Score: -20046918.000000 Penalty: 5972.636230
	Iteration 39Q: 3 clusters Score -2.004692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 168681 members 
Entering Unmasked Estep 
Score: -20046918.000000 Penalty: 5972.636230
	Iteration 40F: 3 clusters Score -2.004692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -25957.044922 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -25957.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24830.994141 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -24830.99 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25117.781250 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -25117.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25219.441406 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -25219.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25244.859375 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -25244.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25257.472656 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -25257.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25271.882812 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -25271.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25291.181641 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -25291.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25293.074219 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -25293.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25295.078125 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -25295.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25299.236328 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -25299.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25306.142578 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -25306.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25313.115234 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -25313.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25314.039062 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -25314.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25314.958984 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -25314.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25314.958984 Penalty: 2974.240234
	Iteration 14F: 3 clusters Score -25314.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -503766.156250 Penalty: 2082.246338
	Iteration 0F: 2 clusters Score -503766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -499691.000000 Penalty: 4164.492676
	Iteration 0F: 3 clusters Score -499691 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -500728.781250 Penalty: 4164.492676
	Iteration 1F: 3 clusters Score -500728.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -501038.718750 Penalty: 4164.492676
	Iteration 2F: 3 clusters Score -501038.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -501249.312500 Penalty: 4164.492676
	Iteration 3F: 3 clusters Score -501249.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -501411.500000 Penalty: 4164.492676
	Iteration 4Q: 3 clusters Score -501411.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -501551.437500 Penalty: 4164.492676
	Iteration 5Q: 3 clusters Score -501551.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -501692.031250 Penalty: 4164.492676
	Iteration 6Q: 3 clusters Score -501692 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -501811.687500 Penalty: 4164.492676
	Iteration 7Q: 3 clusters Score -501811.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -501894.281250 Penalty: 4164.492676
	Iteration 8Q: 3 clusters Score -501894.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -501948.500000 Penalty: 4164.492676
	Iteration 9Q: 3 clusters Score -501948.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -501990.437500 Penalty: 4164.492676
	Iteration 10Q: 3 clusters Score -501990.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -502031.250000 Penalty: 4164.492676
	Iteration 11Q: 3 clusters Score -502031.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -502062.781250 Penalty: 4164.492676
	Iteration 12Q: 3 clusters Score -502062.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -502086.843750 Penalty: 4164.492676
	Iteration 13Q: 3 clusters Score -502086.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -502103.125000 Penalty: 4164.492676
	Iteration 14Q: 3 clusters Score -502103.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -502114.343750 Penalty: 4164.492676
	Iteration 15Q: 3 clusters Score -502114.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -502126.406250 Penalty: 4164.492676
	Iteration 16Q: 3 clusters Score -502126.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -502135.562500 Penalty: 4164.492676
	Iteration 17Q: 3 clusters Score -502135.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -502145.093750 Penalty: 4164.492676
	Iteration 18Q: 3 clusters Score -502145.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -502152.031250 Penalty: 4164.492676
	Iteration 19Q: 3 clusters Score -502152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -502157.593750 Penalty: 4164.492676
	Iteration 20F: 3 clusters Score -502157.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -502161.343750 Penalty: 4164.492676
	Iteration 21Q: 3 clusters Score -502161.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -502164.218750 Penalty: 4164.492676
	Iteration 22Q: 3 clusters Score -502164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -502169.000000 Penalty: 4164.492676
	Iteration 23Q: 3 clusters Score -502169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -502177.187500 Penalty: 4164.492676
	Iteration 24Q: 3 clusters Score -502177.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -502183.718750 Penalty: 4164.492676
	Iteration 25Q: 3 clusters Score -502183.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -502189.656250 Penalty: 4164.492676
	Iteration 26Q: 3 clusters Score -502189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -502192.093750 Penalty: 4164.492676
	Iteration 27Q: 3 clusters Score -502192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -502195.000000 Penalty: 4164.492676
	Iteration 28Q: 3 clusters Score -502195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -502195.531250 Penalty: 4164.492676
	Iteration 29Q: 3 clusters Score -502195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -502196.968750 Penalty: 4164.492676
	Iteration 30Q: 3 clusters Score -502197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -502197.656250 Penalty: 4164.492676
	Iteration 31Q: 3 clusters Score -502197.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -502198.656250 Penalty: 4164.492676
	Iteration 32Q: 3 clusters Score -502198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -502200.250000 Penalty: 4164.492676
	Iteration 33Q: 3 clusters Score -502200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -502201.281250 Penalty: 4164.492676
	Iteration 34Q: 3 clusters Score -502201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -502201.343750 Penalty: 4164.492676
	Iteration 35Q: 3 clusters Score -502201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -502201.718750 Penalty: 4164.492676
	Iteration 36Q: 3 clusters Score -502201.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -502202.125000 Penalty: 4164.492676
	Iteration 37Q: 3 clusters Score -502202.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -502202.125000 Penalty: 4164.492676
	Iteration 38F: 3 clusters Score -502202.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Entering Unmasked Estep 
Score: -4237576.000000 Penalty: 2624.003174
	Iteration 0F: 2 clusters Score -4237576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -4210672.500000 Penalty: 5248.006348
	Iteration 0F: 3 clusters Score -4210672 nChanged 18118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4221073.500000 Penalty: 5248.006348
	Iteration 1F: 3 clusters Score -4221074 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4222050.000000 Penalty: 5248.006348
	Iteration 2F: 3 clusters Score -4222050 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -4223230.000000 Penalty: 5248.006348
	Iteration 3F: 3 clusters Score -4223230 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -4224725.500000 Penalty: 5248.006348
	Iteration 4F: 3 clusters Score -4224726 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -4226535.500000 Penalty: 5248.006348
	Iteration 5F: 3 clusters Score -4226536 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4228354.500000 Penalty: 5248.006348
	Iteration 6F: 3 clusters Score -4228354 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4229951.000000 Penalty: 5248.006348
	Iteration 7F: 3 clusters Score -4229951 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -4231206.500000 Penalty: 5248.006348
	Iteration 8Q: 3 clusters Score -4231206 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4232184.000000 Penalty: 5248.006348
	Iteration 9Q: 3 clusters Score -4232184 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -4232927.000000 Penalty: 5248.006348
	Iteration 10Q: 3 clusters Score -4232927 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4233558.000000 Penalty: 5248.006348
	Iteration 11Q: 3 clusters Score -4233558 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4234102.000000 Penalty: 5248.006348
	Iteration 12Q: 3 clusters Score -4234102 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4234572.000000 Penalty: 5248.006348
	Iteration 13Q: 3 clusters Score -4234572 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4234932.500000 Penalty: 5248.006348
	Iteration 14Q: 3 clusters Score -4234932 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4235223.500000 Penalty: 5248.006348
	Iteration 15Q: 3 clusters Score -4235224 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4235425.500000 Penalty: 5248.006348
	Iteration 16Q: 3 clusters Score -4235426 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4235577.500000 Penalty: 5248.006348
	Iteration 17Q: 3 clusters Score -4235578 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4235682.500000 Penalty: 5248.006348
	Iteration 18Q: 3 clusters Score -4235682 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4235735.000000 Penalty: 5248.006348
	Iteration 19Q: 3 clusters Score -4235735 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4235764.000000 Penalty: 5248.006348
	Iteration 20F: 3 clusters Score -4235764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4235809.500000 Penalty: 5248.006348
	Iteration 21Q: 3 clusters Score -4235810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4235819.500000 Penalty: 5248.006348
	Iteration 22Q: 3 clusters Score -4235820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4235842.500000 Penalty: 5248.006348
	Iteration 23Q: 3 clusters Score -4235842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4235862.500000 Penalty: 5248.006348
	Iteration 24Q: 3 clusters Score -4235862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4235871.000000 Penalty: 5248.006348
	Iteration 25Q: 3 clusters Score -4235871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4235876.000000 Penalty: 5248.006348
	Iteration 26Q: 3 clusters Score -4235876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4235899.500000 Penalty: 5248.006348
	Iteration 27Q: 3 clusters Score -4235900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4235914.500000 Penalty: 5248.006348
	Iteration 28Q: 3 clusters Score -4235914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4235930.000000 Penalty: 5248.006348
	Iteration 29Q: 3 clusters Score -4235930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4235940.500000 Penalty: 5248.006348
	Iteration 30Q: 3 clusters Score -4235940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4235952.500000 Penalty: 5248.006348
	Iteration 31Q: 3 clusters Score -4235952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4235982.000000 Penalty: 5248.006348
	Iteration 32Q: 3 clusters Score -4235982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4235984.000000 Penalty: 5248.006348
	Iteration 33Q: 3 clusters Score -4235984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4235983.500000 Penalty: 5248.006348
	Iteration 34Q: 3 clusters Score -4235984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4235989.000000 Penalty: 5248.006348
	Iteration 35Q: 3 clusters Score -4235989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4235993.500000 Penalty: 5248.006348
	Iteration 36Q: 3 clusters Score -4235994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4235997.500000 Penalty: 5248.006348
	Iteration 37Q: 3 clusters Score -4235998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4235994.000000 Penalty: 5248.006348
	Iteration 38Q: 3 clusters Score -4235994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4235993.500000 Penalty: 5248.006348
	Iteration 39Q: 3 clusters Score -4235994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4235997.000000 Penalty: 5248.006348
	Iteration 40F: 3 clusters Score -4235997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4235995.500000 Penalty: 5248.006348
	Iteration 41Q: 3 clusters Score -4235996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4236002.000000 Penalty: 5248.006348
	Iteration 42Q: 3 clusters Score -4236002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4236005.500000 Penalty: 5248.006348
	Iteration 43Q: 3 clusters Score -4236006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4236014.000000 Penalty: 5248.006348
	Iteration 44Q: 3 clusters Score -4236014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4236016.000000 Penalty: 5248.006348
	Iteration 45Q: 3 clusters Score -4236016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4236022.500000 Penalty: 5248.006348
	Iteration 46Q: 3 clusters Score -4236022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4236020.000000 Penalty: 5248.006348
	Iteration 47Q: 3 clusters Score -4236020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4236025.000000 Penalty: 5248.006348
	Iteration 48Q: 3 clusters Score -4236025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4236023.500000 Penalty: 5248.006348
	Iteration 49Q: 3 clusters Score -4236024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4236026.000000 Penalty: 5248.006348
	Iteration 50Q: 3 clusters Score -4236026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4236021.000000 Penalty: 5248.006348
	Iteration 51Q: 3 clusters Score -4236021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4236028.000000 Penalty: 5248.006348
	Iteration 52Q: 3 clusters Score -4236028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4236028.500000 Penalty: 5248.006348
	Iteration 53Q: 3 clusters Score -4236028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4236024.500000 Penalty: 5248.006348
	Iteration 54Q: 3 clusters Score -4236024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4236025.500000 Penalty: 5248.006348
	Iteration 55Q: 3 clusters Score -4236026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4236025.000000 Penalty: 5248.006348
	Iteration 56Q: 3 clusters Score -4236025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4236025.000000 Penalty: 5248.006348
	Iteration 57F: 3 clusters Score -4236025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -28487.574219 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -28487.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27409.476562 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -27409.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27711.587891 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -27711.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27790.621094 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -27790.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27824.562500 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -27824.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27868.011719 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -27868.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27887.822266 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -27887.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27899.078125 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -27899.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27919.535156 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -27919.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27933.441406 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -27933.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27933.441406 Penalty: 2830.726807
	Iteration 9F: 3 clusters Score -27933.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Entering Unmasked Estep 
Score: -1121255.625000 Penalty: 2276.968018
	Iteration 0F: 2 clusters Score -1121256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1113747.500000 Penalty: 4553.936035
	Iteration 0F: 3 clusters Score -1113748 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1116009.625000 Penalty: 4553.936035
	Iteration 1F: 3 clusters Score -1116010 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1116403.625000 Penalty: 4553.936035
	Iteration 2F: 3 clusters Score -1116404 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1116828.250000 Penalty: 4553.936035
	Iteration 3F: 3 clusters Score -1116828 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1117331.875000 Penalty: 4553.936035
	Iteration 4F: 3 clusters Score -1117332 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1117860.625000 Penalty: 4553.936035
	Iteration 5F: 3 clusters Score -1117861 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1118422.625000 Penalty: 4553.936035
	Iteration 6F: 3 clusters Score -1118423 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1118973.875000 Penalty: 4553.936035
	Iteration 7F: 3 clusters Score -1118974 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1119438.000000 Penalty: 4553.936035
	Iteration 8F: 3 clusters Score -1119438 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1119740.250000 Penalty: 4553.936035
	Iteration 9Q: 3 clusters Score -1119740 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1119946.500000 Penalty: 4553.936035
	Iteration 10Q: 3 clusters Score -1119946 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1120097.000000 Penalty: 4553.936035
	Iteration 11Q: 3 clusters Score -1120097 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1120180.375000 Penalty: 4553.936035
	Iteration 12Q: 3 clusters Score -1120180 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1120237.500000 Penalty: 4553.936035
	Iteration 13Q: 3 clusters Score -1120238 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1120274.250000 Penalty: 4553.936035
	Iteration 14Q: 3 clusters Score -1120274 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1120300.250000 Penalty: 4553.936035
	Iteration 15Q: 3 clusters Score -1120300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1120319.375000 Penalty: 4553.936035
	Iteration 16Q: 3 clusters Score -1120319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1120329.625000 Penalty: 4553.936035
	Iteration 17Q: 3 clusters Score -1120330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1120341.625000 Penalty: 4553.936035
	Iteration 18Q: 3 clusters Score -1120342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1120346.750000 Penalty: 4553.936035
	Iteration 19Q: 3 clusters Score -1120347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1120353.250000 Penalty: 4553.936035
	Iteration 20F: 3 clusters Score -1120353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1120360.000000 Penalty: 4553.936035
	Iteration 21Q: 3 clusters Score -1120360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1120367.375000 Penalty: 4553.936035
	Iteration 22Q: 3 clusters Score -1120367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1120365.375000 Penalty: 4553.936035
	Iteration 23Q: 3 clusters Score -1120365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1120370.750000 Penalty: 4553.936035
	Iteration 24Q: 3 clusters Score -1120371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1120368.625000 Penalty: 4553.936035
	Iteration 25Q: 3 clusters Score -1120369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1120370.375000 Penalty: 4553.936035
	Iteration 26Q: 3 clusters Score -1120370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1120370.500000 Penalty: 4553.936035
	Iteration 27Q: 3 clusters Score -1120370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1120371.750000 Penalty: 4553.936035
	Iteration 28Q: 3 clusters Score -1120372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1120372.375000 Penalty: 4553.936035
	Iteration 29Q: 3 clusters Score -1120372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1120374.000000 Penalty: 4553.936035
	Iteration 30Q: 3 clusters Score -1120374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1120372.875000 Penalty: 4553.936035
	Iteration 31Q: 3 clusters Score -1120373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1120372.875000 Penalty: 4553.936035
	Iteration 32F: 3 clusters Score -1120373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Entering Unmasked Estep 
Score: -1366792.125000 Penalty: 2325.106934
	Iteration 0F: 2 clusters Score -1366792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1357960.375000 Penalty: 4650.213867
	Iteration 0F: 3 clusters Score -1357960 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1360552.750000 Penalty: 4650.213867
	Iteration 1F: 3 clusters Score -1360553 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1360884.500000 Penalty: 4650.213867
	Iteration 2F: 3 clusters Score -1360884 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1361134.875000 Penalty: 4650.213867
	Iteration 3F: 3 clusters Score -1361135 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1361333.875000 Penalty: 4650.213867
	Iteration 4Q: 3 clusters Score -1361334 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1361509.625000 Penalty: 4650.213867
	Iteration 5Q: 3 clusters Score -1361510 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1361681.500000 Penalty: 4650.213867
	Iteration 6Q: 3 clusters Score -1361682 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1361883.875000 Penalty: 4650.213867
	Iteration 7Q: 3 clusters Score -1361884 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1362134.375000 Penalty: 4650.213867
	Iteration 8Q: 3 clusters Score -1362134 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1362370.125000 Penalty: 4650.213867
	Iteration 9Q: 3 clusters Score -1362370 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1362576.375000 Penalty: 4650.213867
	Iteration 10Q: 3 clusters Score -1362576 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1362753.000000 Penalty: 4650.213867
	Iteration 11Q: 3 clusters Score -1362753 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1362912.875000 Penalty: 4650.213867
	Iteration 12Q: 3 clusters Score -1362913 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1363045.250000 Penalty: 4650.213867
	Iteration 13Q: 3 clusters Score -1363045 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1363152.750000 Penalty: 4650.213867
	Iteration 14Q: 3 clusters Score -1363153 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1363237.125000 Penalty: 4650.213867
	Iteration 15Q: 3 clusters Score -1363237 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1363336.875000 Penalty: 4650.213867
	Iteration 16Q: 3 clusters Score -1363337 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1363427.125000 Penalty: 4650.213867
	Iteration 17Q: 3 clusters Score -1363427 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1363537.375000 Penalty: 4650.213867
	Iteration 18Q: 3 clusters Score -1363537 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1363646.875000 Penalty: 4650.213867
	Iteration 19Q: 3 clusters Score -1363647 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1363751.875000 Penalty: 4650.213867
	Iteration 20F: 3 clusters Score -1363752 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1363857.250000 Penalty: 4650.213867
	Iteration 21Q: 3 clusters Score -1363857 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1363990.500000 Penalty: 4650.213867
	Iteration 22Q: 3 clusters Score -1363990 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1364103.875000 Penalty: 4650.213867
	Iteration 23Q: 3 clusters Score -1364104 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1364189.250000 Penalty: 4650.213867
	Iteration 24Q: 3 clusters Score -1364189 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1364270.625000 Penalty: 4650.213867
	Iteration 25Q: 3 clusters Score -1364271 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1364353.875000 Penalty: 4650.213867
	Iteration 26Q: 3 clusters Score -1364354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1364412.500000 Penalty: 4650.213867
	Iteration 27Q: 3 clusters Score -1364412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1364469.125000 Penalty: 4650.213867
	Iteration 28Q: 3 clusters Score -1364469 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1364528.000000 Penalty: 4650.213867
	Iteration 29Q: 3 clusters Score -1364528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1364576.000000 Penalty: 4650.213867
	Iteration 30Q: 3 clusters Score -1364576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1364617.375000 Penalty: 4650.213867
	Iteration 31Q: 3 clusters Score -1364617 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1364661.000000 Penalty: 4650.213867
	Iteration 32Q: 3 clusters Score -1364661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1364690.500000 Penalty: 4650.213867
	Iteration 33Q: 3 clusters Score -1364690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1364727.375000 Penalty: 4650.213867
	Iteration 34Q: 3 clusters Score -1364727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1364742.875000 Penalty: 4650.213867
	Iteration 35Q: 3 clusters Score -1364743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1364756.500000 Penalty: 4650.213867
	Iteration 36Q: 3 clusters Score -1364756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1364767.750000 Penalty: 4650.213867
	Iteration 37Q: 3 clusters Score -1364768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1364775.000000 Penalty: 4650.213867
	Iteration 38Q: 3 clusters Score -1364775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1364778.125000 Penalty: 4650.213867
	Iteration 39Q: 3 clusters Score -1364778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1364783.375000 Penalty: 4650.213867
	Iteration 40F: 3 clusters Score -1364783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1364789.375000 Penalty: 4650.213867
	Iteration 41Q: 3 clusters Score -1364789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1364795.750000 Penalty: 4650.213867
	Iteration 42Q: 3 clusters Score -1364796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1364803.000000 Penalty: 4650.213867
	Iteration 43Q: 3 clusters Score -1364803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1364807.750000 Penalty: 4650.213867
	Iteration 44Q: 3 clusters Score -1364808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1364815.500000 Penalty: 4650.213867
	Iteration 45Q: 3 clusters Score -1364816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1364816.000000 Penalty: 4650.213867
	Iteration 46Q: 3 clusters Score -1364816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1364820.750000 Penalty: 4650.213867
	Iteration 47Q: 3 clusters Score -1364821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1364825.250000 Penalty: 4650.213867
	Iteration 48Q: 3 clusters Score -1364825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1364826.125000 Penalty: 4650.213867
	Iteration 49Q: 3 clusters Score -1364826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1364826.625000 Penalty: 4650.213867
	Iteration 50Q: 3 clusters Score -1364827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1364830.500000 Penalty: 4650.213867
	Iteration 51Q: 3 clusters Score -1364830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1364829.375000 Penalty: 4650.213867
	Iteration 52Q: 3 clusters Score -1364829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1364829.375000 Penalty: 4650.213867
	Iteration 53F: 3 clusters Score -1364829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -293687.687500 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -293687.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -290794.718750 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -290794.7 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -291362.406250 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -291362.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -291506.843750 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -291506.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -291584.937500 Penalty: 3872.726562
	Iteration 3Q: 3 clusters Score -291584.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -291638.843750 Penalty: 3872.726562
	Iteration 4Q: 3 clusters Score -291638.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -291670.187500 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -291670.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -291689.343750 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -291689.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -291704.218750 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -291704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -291709.593750 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -291709.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -291714.906250 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -291714.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -291721.281250 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -291721.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -291728.687500 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -291728.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -291740.000000 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -291740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -291746.281250 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -291746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -291748.718750 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -291748.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -291752.312500 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -291752.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -291758.000000 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -291758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -291761.781250 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -291761.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -291770.500000 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -291770.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -291778.093750 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -291778.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -291783.656250 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -291783.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -291788.343750 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -291788.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -291790.843750 Penalty: 3872.726562
	Iteration 22Q: 3 clusters Score -291790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -291794.750000 Penalty: 3872.726562
	Iteration 23Q: 3 clusters Score -291794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -291797.468750 Penalty: 3872.726562
	Iteration 24Q: 3 clusters Score -291797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -291798.718750 Penalty: 3872.726562
	Iteration 25Q: 3 clusters Score -291798.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -291799.250000 Penalty: 3872.726562
	Iteration 26Q: 3 clusters Score -291799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -291800.593750 Penalty: 3872.726562
	Iteration 27Q: 3 clusters Score -291800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -291800.593750 Penalty: 3872.726562
	Iteration 28F: 3 clusters Score -291800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -255760.968750 Penalty: 1907.530884
	Iteration 0F: 2 clusters Score -255761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253028.125000 Penalty: 3815.061768
	Iteration 0F: 3 clusters Score -253028.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253469.687500 Penalty: 3815.061768
	Iteration 1F: 3 clusters Score -253469.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253618.343750 Penalty: 3815.061768
	Iteration 2F: 3 clusters Score -253618.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -253694.843750 Penalty: 3815.061768
	Iteration 3Q: 3 clusters Score -253694.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -253750.531250 Penalty: 3815.061768
	Iteration 4Q: 3 clusters Score -253750.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -253814.156250 Penalty: 3815.061768
	Iteration 5Q: 3 clusters Score -253814.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -253865.140625 Penalty: 3815.061768
	Iteration 6Q: 3 clusters Score -253865.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -253907.796875 Penalty: 3815.061768
	Iteration 7Q: 3 clusters Score -253907.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -253943.390625 Penalty: 3815.061768
	Iteration 8Q: 3 clusters Score -253943.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -253963.750000 Penalty: 3815.061768
	Iteration 9Q: 3 clusters Score -253963.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -253985.218750 Penalty: 3815.061768
	Iteration 10Q: 3 clusters Score -253985.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -253997.859375 Penalty: 3815.061768
	Iteration 11Q: 3 clusters Score -253997.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -254011.328125 Penalty: 3815.061768
	Iteration 12Q: 3 clusters Score -254011.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -254022.296875 Penalty: 3815.061768
	Iteration 13Q: 3 clusters Score -254022.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -254030.296875 Penalty: 3815.061768
	Iteration 14Q: 3 clusters Score -254030.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -254043.281250 Penalty: 3815.061768
	Iteration 15Q: 3 clusters Score -254043.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -254059.250000 Penalty: 3815.061768
	Iteration 16Q: 3 clusters Score -254059.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -254075.000000 Penalty: 3815.061768
	Iteration 17Q: 3 clusters Score -254075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -254090.093750 Penalty: 3815.061768
	Iteration 18Q: 3 clusters Score -254090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -254094.250000 Penalty: 3815.061768
	Iteration 19Q: 3 clusters Score -254094.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -254099.890625 Penalty: 3815.061768
	Iteration 20F: 3 clusters Score -254099.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -254104.156250 Penalty: 3815.061768
	Iteration 21Q: 3 clusters Score -254104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -254109.906250 Penalty: 3815.061768
	Iteration 22Q: 3 clusters Score -254109.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -254113.890625 Penalty: 3815.061768
	Iteration 23Q: 3 clusters Score -254113.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -254117.484375 Penalty: 3815.061768
	Iteration 24Q: 3 clusters Score -254117.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -254126.546875 Penalty: 3815.061768
	Iteration 25Q: 3 clusters Score -254126.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -254132.640625 Penalty: 3815.061768
	Iteration 26Q: 3 clusters Score -254132.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -254135.859375 Penalty: 3815.061768
	Iteration 27Q: 3 clusters Score -254135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -254139.578125 Penalty: 3815.061768
	Iteration 28Q: 3 clusters Score -254139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254144.671875 Penalty: 3815.061768
	Iteration 29Q: 3 clusters Score -254144.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -254152.500000 Penalty: 3815.061768
	Iteration 30Q: 3 clusters Score -254152.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -254158.812500 Penalty: 3815.061768
	Iteration 31Q: 3 clusters Score -254158.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -254162.546875 Penalty: 3815.061768
	Iteration 32Q: 3 clusters Score -254162.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -254165.296875 Penalty: 3815.061768
	Iteration 33Q: 3 clusters Score -254165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -254168.171875 Penalty: 3815.061768
	Iteration 34Q: 3 clusters Score -254168.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -254173.265625 Penalty: 3815.061768
	Iteration 35Q: 3 clusters Score -254173.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -254179.296875 Penalty: 3815.061768
	Iteration 36Q: 3 clusters Score -254179.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -254186.984375 Penalty: 3815.061768
	Iteration 37Q: 3 clusters Score -254187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -254190.390625 Penalty: 3815.061768
	Iteration 38Q: 3 clusters Score -254190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -254192.062500 Penalty: 3815.061768
	Iteration 39Q: 3 clusters Score -254192.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -254195.500000 Penalty: 3815.061768
	Iteration 40F: 3 clusters Score -254195.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -254201.015625 Penalty: 3815.061768
	Iteration 41Q: 3 clusters Score -254201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -254203.968750 Penalty: 3815.061768
	Iteration 42Q: 3 clusters Score -254204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -254205.859375 Penalty: 3815.061768
	Iteration 43Q: 3 clusters Score -254205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -254209.140625 Penalty: 3815.061768
	Iteration 44Q: 3 clusters Score -254209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -254211.046875 Penalty: 3815.061768
	Iteration 45Q: 3 clusters Score -254211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -254212.781250 Penalty: 3815.061768
	Iteration 46Q: 3 clusters Score -254212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -254215.187500 Penalty: 3815.061768
	Iteration 47Q: 3 clusters Score -254215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -254218.093750 Penalty: 3815.061768
	Iteration 48Q: 3 clusters Score -254218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -254219.359375 Penalty: 3815.061768
	Iteration 49Q: 3 clusters Score -254219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -254221.328125 Penalty: 3815.061768
	Iteration 50Q: 3 clusters Score -254221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -254225.906250 Penalty: 3815.061768
	Iteration 51Q: 3 clusters Score -254225.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -254230.093750 Penalty: 3815.061768
	Iteration 52Q: 3 clusters Score -254230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -254234.812500 Penalty: 3815.061768
	Iteration 53Q: 3 clusters Score -254234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -254237.640625 Penalty: 3815.061768
	Iteration 54Q: 3 clusters Score -254237.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -254239.921875 Penalty: 3815.061768
	Iteration 55Q: 3 clusters Score -254239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -254241.843750 Penalty: 3815.061768
	Iteration 56Q: 3 clusters Score -254241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -254244.328125 Penalty: 3815.061768
	Iteration 57Q: 3 clusters Score -254244.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -254247.234375 Penalty: 3815.061768
	Iteration 58Q: 3 clusters Score -254247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -254252.625000 Penalty: 3815.061768
	Iteration 59Q: 3 clusters Score -254252.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -254255.515625 Penalty: 3815.061768
	Iteration 60F: 3 clusters Score -254255.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -254260.359375 Penalty: 3815.061768
	Iteration 61Q: 3 clusters Score -254260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -254263.656250 Penalty: 3815.061768
	Iteration 62Q: 3 clusters Score -254263.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -254266.265625 Penalty: 3815.061768
	Iteration 63Q: 3 clusters Score -254266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -254268.406250 Penalty: 3815.061768
	Iteration 64Q: 3 clusters Score -254268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -254270.031250 Penalty: 3815.061768
	Iteration 65Q: 3 clusters Score -254270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -254271.343750 Penalty: 3815.061768
	Iteration 66Q: 3 clusters Score -254271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -254272.531250 Penalty: 3815.061768
	Iteration 67Q: 3 clusters Score -254272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -254274.000000 Penalty: 3815.061768
	Iteration 68Q: 3 clusters Score -254274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -254274.031250 Penalty: 3815.061768
	Iteration 69Q: 3 clusters Score -254274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -254274.031250 Penalty: 3815.061768
	Iteration 70F: 3 clusters Score -254274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -263267.875000 Penalty: 1914.454346
	Iteration 0F: 2 clusters Score -263267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -260554.390625 Penalty: 3828.908691
	Iteration 0F: 3 clusters Score -260554.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -261093.234375 Penalty: 3828.908691
	Iteration 1F: 3 clusters Score -261093.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -261222.640625 Penalty: 3828.908691
	Iteration 2F: 3 clusters Score -261222.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -261293.484375 Penalty: 3828.908691
	Iteration 3Q: 3 clusters Score -261293.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -261334.171875 Penalty: 3828.908691
	Iteration 4Q: 3 clusters Score -261334.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -261359.468750 Penalty: 3828.908691
	Iteration 5Q: 3 clusters Score -261359.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -261378.000000 Penalty: 3828.908691
	Iteration 6Q: 3 clusters Score -261378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -261398.843750 Penalty: 3828.908691
	Iteration 7Q: 3 clusters Score -261398.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -261415.921875 Penalty: 3828.908691
	Iteration 8Q: 3 clusters Score -261415.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -261431.156250 Penalty: 3828.908691
	Iteration 9Q: 3 clusters Score -261431.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -261444.906250 Penalty: 3828.908691
	Iteration 10Q: 3 clusters Score -261444.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -261456.281250 Penalty: 3828.908691
	Iteration 11Q: 3 clusters Score -261456.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -261465.812500 Penalty: 3828.908691
	Iteration 12Q: 3 clusters Score -261465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -261474.265625 Penalty: 3828.908691
	Iteration 13Q: 3 clusters Score -261474.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -261483.015625 Penalty: 3828.908691
	Iteration 14Q: 3 clusters Score -261483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -261486.875000 Penalty: 3828.908691
	Iteration 15Q: 3 clusters Score -261486.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -261491.312500 Penalty: 3828.908691
	Iteration 16Q: 3 clusters Score -261491.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -261493.687500 Penalty: 3828.908691
	Iteration 17Q: 3 clusters Score -261493.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -261499.187500 Penalty: 3828.908691
	Iteration 18Q: 3 clusters Score -261499.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -261506.078125 Penalty: 3828.908691
	Iteration 19Q: 3 clusters Score -261506.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -261511.359375 Penalty: 3828.908691
	Iteration 20F: 3 clusters Score -261511.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -261515.187500 Penalty: 3828.908691
	Iteration 21Q: 3 clusters Score -261515.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -261523.937500 Penalty: 3828.908691
	Iteration 22Q: 3 clusters Score -261523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -261530.515625 Penalty: 3828.908691
	Iteration 23Q: 3 clusters Score -261530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -261533.140625 Penalty: 3828.908691
	Iteration 24Q: 3 clusters Score -261533.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -261537.609375 Penalty: 3828.908691
	Iteration 25Q: 3 clusters Score -261537.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -261539.375000 Penalty: 3828.908691
	Iteration 26Q: 3 clusters Score -261539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -261540.703125 Penalty: 3828.908691
	Iteration 27Q: 3 clusters Score -261540.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -261542.093750 Penalty: 3828.908691
	Iteration 28Q: 3 clusters Score -261542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -261542.437500 Penalty: 3828.908691
	Iteration 29Q: 3 clusters Score -261542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -261543.781250 Penalty: 3828.908691
	Iteration 30Q: 3 clusters Score -261543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -261545.187500 Penalty: 3828.908691
	Iteration 31Q: 3 clusters Score -261545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -261550.359375 Penalty: 3828.908691
	Iteration 32Q: 3 clusters Score -261550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -261555.265625 Penalty: 3828.908691
	Iteration 33Q: 3 clusters Score -261555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -261558.359375 Penalty: 3828.908691
	Iteration 34Q: 3 clusters Score -261558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -261561.718750 Penalty: 3828.908691
	Iteration 35Q: 3 clusters Score -261561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -261565.828125 Penalty: 3828.908691
	Iteration 36Q: 3 clusters Score -261565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -261568.687500 Penalty: 3828.908691
	Iteration 37Q: 3 clusters Score -261568.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -261570.750000 Penalty: 3828.908691
	Iteration 38Q: 3 clusters Score -261570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -261573.921875 Penalty: 3828.908691
	Iteration 39Q: 3 clusters Score -261573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -261576.468750 Penalty: 3828.908691
	Iteration 40F: 3 clusters Score -261576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -261579.812500 Penalty: 3828.908691
	Iteration 41Q: 3 clusters Score -261579.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -261584.031250 Penalty: 3828.908691
	Iteration 42Q: 3 clusters Score -261584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -261585.671875 Penalty: 3828.908691
	Iteration 43Q: 3 clusters Score -261585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -261586.031250 Penalty: 3828.908691
	Iteration 44Q: 3 clusters Score -261586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -261586.031250 Penalty: 3828.908691
	Iteration 45F: 3 clusters Score -261586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -662719.812500 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -662719.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -657684.062500 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -657684.1 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -659004.062500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -659004.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -659287.812500 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -659287.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -659478.687500 Penalty: 4292.035156
	Iteration 3F: 3 clusters Score -659478.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -659620.187500 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -659620.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -659761.062500 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -659761.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -659883.500000 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -659883.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -660036.812500 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -660036.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -660209.875000 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -660209.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -660372.062500 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -660372.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -660495.375000 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -660495.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -660611.750000 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -660611.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -660702.562500 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -660702.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -660760.625000 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -660760.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -660804.000000 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -660804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -660838.312500 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -660838.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -660862.937500 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -660862.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -660877.437500 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -660877.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -660890.437500 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -660890.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -660901.437500 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -660901.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -660914.937500 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -660914.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -660922.875000 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -660922.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -660931.312500 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -660931.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -660940.000000 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -660940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -660945.812500 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -660945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -660950.437500 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -660950.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -660952.875000 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -660952.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -660954.375000 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -660954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -660958.562500 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -660958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -660960.375000 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -660960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -660961.625000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -660961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -660962.312500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -660962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -660962.312500 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -660962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -660962.687500 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -660962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -660962.687500 Penalty: 4292.035156
	Iteration 34F: 3 clusters Score -660962.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -581021.625000 Penalty: 2113.204346
	Iteration 0F: 2 clusters Score -581021.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -576473.312500 Penalty: 4226.408691
	Iteration 0F: 3 clusters Score -576473.3 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -577648.250000 Penalty: 4226.408691
	Iteration 1F: 3 clusters Score -577648.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -577915.250000 Penalty: 4226.408691
	Iteration 2F: 3 clusters Score -577915.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -578161.812500 Penalty: 4226.408691
	Iteration 3F: 3 clusters Score -578161.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -578439.375000 Penalty: 4226.408691
	Iteration 4F: 3 clusters Score -578439.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -578663.937500 Penalty: 4226.408691
	Iteration 5Q: 3 clusters Score -578663.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -578812.937500 Penalty: 4226.408691
	Iteration 6Q: 3 clusters Score -578812.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -578924.187500 Penalty: 4226.408691
	Iteration 7Q: 3 clusters Score -578924.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -579008.750000 Penalty: 4226.408691
	Iteration 8Q: 3 clusters Score -579008.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -579082.437500 Penalty: 4226.408691
	Iteration 9Q: 3 clusters Score -579082.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -579144.062500 Penalty: 4226.408691
	Iteration 10Q: 3 clusters Score -579144.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -579183.750000 Penalty: 4226.408691
	Iteration 11Q: 3 clusters Score -579183.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -579223.125000 Penalty: 4226.408691
	Iteration 12Q: 3 clusters Score -579223.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -579262.937500 Penalty: 4226.408691
	Iteration 13Q: 3 clusters Score -579262.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -579300.875000 Penalty: 4226.408691
	Iteration 14Q: 3 clusters Score -579300.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -579339.500000 Penalty: 4226.408691
	Iteration 15Q: 3 clusters Score -579339.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -579381.937500 Penalty: 4226.408691
	Iteration 16Q: 3 clusters Score -579381.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -579426.812500 Penalty: 4226.408691
	Iteration 17Q: 3 clusters Score -579426.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -579465.750000 Penalty: 4226.408691
	Iteration 18Q: 3 clusters Score -579465.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -579505.062500 Penalty: 4226.408691
	Iteration 19Q: 3 clusters Score -579505.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -579542.812500 Penalty: 4226.408691
	Iteration 20F: 3 clusters Score -579542.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -579594.187500 Penalty: 4226.408691
	Iteration 21Q: 3 clusters Score -579594.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -579628.250000 Penalty: 4226.408691
	Iteration 22Q: 3 clusters Score -579628.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -579653.312500 Penalty: 4226.408691
	Iteration 23Q: 3 clusters Score -579653.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -579669.687500 Penalty: 4226.408691
	Iteration 24Q: 3 clusters Score -579669.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -579681.687500 Penalty: 4226.408691
	Iteration 25Q: 3 clusters Score -579681.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -579691.375000 Penalty: 4226.408691
	Iteration 26Q: 3 clusters Score -579691.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -579697.812500 Penalty: 4226.408691
	Iteration 27Q: 3 clusters Score -579697.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -579709.062500 Penalty: 4226.408691
	Iteration 28Q: 3 clusters Score -579709.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -579718.625000 Penalty: 4226.408691
	Iteration 29Q: 3 clusters Score -579718.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -579726.687500 Penalty: 4226.408691
	Iteration 30Q: 3 clusters Score -579726.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -579734.687500 Penalty: 4226.408691
	Iteration 31Q: 3 clusters Score -579734.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -579743.500000 Penalty: 4226.408691
	Iteration 32Q: 3 clusters Score -579743.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -579749.375000 Penalty: 4226.408691
	Iteration 33Q: 3 clusters Score -579749.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -579755.312500 Penalty: 4226.408691
	Iteration 34Q: 3 clusters Score -579755.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -579757.625000 Penalty: 4226.408691
	Iteration 35Q: 3 clusters Score -579757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -579760.937500 Penalty: 4226.408691
	Iteration 36Q: 3 clusters Score -579760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -579763.750000 Penalty: 4226.408691
	Iteration 37Q: 3 clusters Score -579763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -579764.937500 Penalty: 4226.408691
	Iteration 38Q: 3 clusters Score -579764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -579764.875000 Penalty: 4226.408691
	Iteration 39Q: 3 clusters Score -579764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -579765.687500 Penalty: 4226.408691
	Iteration 40F: 3 clusters Score -579765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -579765.125000 Penalty: 4226.408691
	Iteration 41Q: 3 clusters Score -579765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -579766.000000 Penalty: 4226.408691
	Iteration 42Q: 3 clusters Score -579766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -579766.125000 Penalty: 4226.408691
	Iteration 43Q: 3 clusters Score -579766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -579766.125000 Penalty: 4226.408691
	Iteration 44F: 3 clusters Score -579766.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -276056.812500 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -276056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -273523.062500 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -273523.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -274291.093750 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -274291.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -274594.843750 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -274594.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -274738.250000 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -274738.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -274805.562500 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -274805.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -274847.937500 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -274847.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -274884.250000 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -274884.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -274922.031250 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -274922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -274952.343750 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -274952.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -274965.281250 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -274965.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -274976.406250 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -274976.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -274987.718750 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -274987.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -274995.500000 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -274995.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -275001.468750 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -275001.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -275008.875000 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -275008.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -275014.187500 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -275014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -275018.093750 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -275018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -275026.812500 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -275026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -275040.031250 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -275040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -275055.343750 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -275055.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -275064.000000 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -275064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -275074.000000 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -275074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -275079.656250 Penalty: 3753.916260
	Iteration 22Q: 3 clusters Score -275079.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -275087.687500 Penalty: 3753.916260
	Iteration 23Q: 3 clusters Score -275087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -275092.562500 Penalty: 3753.916260
	Iteration 24Q: 3 clusters Score -275092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -275097.468750 Penalty: 3753.916260
	Iteration 25Q: 3 clusters Score -275097.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -275104.625000 Penalty: 3753.916260
	Iteration 26Q: 3 clusters Score -275104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -275109.781250 Penalty: 3753.916260
	Iteration 27Q: 3 clusters Score -275109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -275115.500000 Penalty: 3753.916260
	Iteration 28Q: 3 clusters Score -275115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -275120.968750 Penalty: 3753.916260
	Iteration 29Q: 3 clusters Score -275121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -275125.937500 Penalty: 3753.916260
	Iteration 30Q: 3 clusters Score -275125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -275128.812500 Penalty: 3753.916260
	Iteration 31Q: 3 clusters Score -275128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -275130.625000 Penalty: 3753.916260
	Iteration 32Q: 3 clusters Score -275130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -275131.156250 Penalty: 3753.916260
	Iteration 33Q: 3 clusters Score -275131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -275131.812500 Penalty: 3753.916260
	Iteration 34Q: 3 clusters Score -275131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -275131.812500 Penalty: 3753.916260
	Iteration 35F: 3 clusters Score -275131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Entering Unmasked Estep 
Score: -665641.687500 Penalty: 2181.717041
	Iteration 0F: 2 clusters Score -665641.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -660152.937500 Penalty: 4363.434082
	Iteration 0F: 3 clusters Score -660152.9 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -661847.562500 Penalty: 4363.434082
	Iteration 1F: 3 clusters Score -661847.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -662375.812500 Penalty: 4363.434082
	Iteration 2F: 3 clusters Score -662375.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -662850.125000 Penalty: 4363.434082
	Iteration 3F: 3 clusters Score -662850.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -663211.062500 Penalty: 4363.434082
	Iteration 4F: 3 clusters Score -663211.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -663455.312500 Penalty: 4363.434082
	Iteration 5F: 3 clusters Score -663455.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -663655.875000 Penalty: 4363.434082
	Iteration 6Q: 3 clusters Score -663655.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -663796.312500 Penalty: 4363.434082
	Iteration 7Q: 3 clusters Score -663796.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -663906.687500 Penalty: 4363.434082
	Iteration 8Q: 3 clusters Score -663906.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -664020.562500 Penalty: 4363.434082
	Iteration 9Q: 3 clusters Score -664020.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -664131.062500 Penalty: 4363.434082
	Iteration 10Q: 3 clusters Score -664131.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -664199.437500 Penalty: 4363.434082
	Iteration 11Q: 3 clusters Score -664199.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -664251.250000 Penalty: 4363.434082
	Iteration 12Q: 3 clusters Score -664251.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -664305.875000 Penalty: 4363.434082
	Iteration 13Q: 3 clusters Score -664305.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -664347.125000 Penalty: 4363.434082
	Iteration 14Q: 3 clusters Score -664347.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -664374.250000 Penalty: 4363.434082
	Iteration 15Q: 3 clusters Score -664374.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -664391.812500 Penalty: 4363.434082
	Iteration 16Q: 3 clusters Score -664391.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -664409.187500 Penalty: 4363.434082
	Iteration 17Q: 3 clusters Score -664409.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -664422.187500 Penalty: 4363.434082
	Iteration 18Q: 3 clusters Score -664422.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -664434.125000 Penalty: 4363.434082
	Iteration 19Q: 3 clusters Score -664434.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -664448.000000 Penalty: 4363.434082
	Iteration 20F: 3 clusters Score -664448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -664461.125000 Penalty: 4363.434082
	Iteration 21Q: 3 clusters Score -664461.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -664471.625000 Penalty: 4363.434082
	Iteration 22Q: 3 clusters Score -664471.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -664483.937500 Penalty: 4363.434082
	Iteration 23Q: 3 clusters Score -664483.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -664492.812500 Penalty: 4363.434082
	Iteration 24Q: 3 clusters Score -664492.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -664502.562500 Penalty: 4363.434082
	Iteration 25Q: 3 clusters Score -664502.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -664508.500000 Penalty: 4363.434082
	Iteration 26Q: 3 clusters Score -664508.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -664514.125000 Penalty: 4363.434082
	Iteration 27Q: 3 clusters Score -664514.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -664516.250000 Penalty: 4363.434082
	Iteration 28Q: 3 clusters Score -664516.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -664518.875000 Penalty: 4363.434082
	Iteration 29Q: 3 clusters Score -664518.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -664520.437500 Penalty: 4363.434082
	Iteration 30Q: 3 clusters Score -664520.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -664522.937500 Penalty: 4363.434082
	Iteration 31Q: 3 clusters Score -664522.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -664525.625000 Penalty: 4363.434082
	Iteration 32Q: 3 clusters Score -664525.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -664528.500000 Penalty: 4363.434082
	Iteration 33Q: 3 clusters Score -664528.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -664530.062500 Penalty: 4363.434082
	Iteration 34Q: 3 clusters Score -664530.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -664530.750000 Penalty: 4363.434082
	Iteration 35Q: 3 clusters Score -664530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -664531.500000 Penalty: 4363.434082
	Iteration 36Q: 3 clusters Score -664531.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -664534.062500 Penalty: 4363.434082
	Iteration 37Q: 3 clusters Score -664534.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -664534.812500 Penalty: 4363.434082
	Iteration 38Q: 3 clusters Score -664534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -664535.437500 Penalty: 4363.434082
	Iteration 39Q: 3 clusters Score -664535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -664539.062500 Penalty: 4363.434082
	Iteration 40F: 3 clusters Score -664539.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -664540.812500 Penalty: 4363.434082
	Iteration 41Q: 3 clusters Score -664540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -664541.625000 Penalty: 4363.434082
	Iteration 42Q: 3 clusters Score -664541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -664541.625000 Penalty: 4363.434082
	Iteration 43Q: 3 clusters Score -664541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -664543.875000 Penalty: 4363.434082
	Iteration 44Q: 3 clusters Score -664543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -664544.250000 Penalty: 4363.434082
	Iteration 45Q: 3 clusters Score -664544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -664544.375000 Penalty: 4363.434082
	Iteration 46Q: 3 clusters Score -664544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -664544.750000 Penalty: 4363.434082
	Iteration 47Q: 3 clusters Score -664544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -664544.500000 Penalty: 4363.434082
	Iteration 48Q: 3 clusters Score -664544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -664545.250000 Penalty: 4363.434082
	Iteration 49Q: 3 clusters Score -664545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -664544.875000 Penalty: 4363.434082
	Iteration 50Q: 3 clusters Score -664544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -664544.875000 Penalty: 4363.434082
	Iteration 51F: 3 clusters Score -664544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -649865.437500 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -649865.4 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 2769 members 
Entering Unmasked Estep 
Score: -645000.312500 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -645000.3 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -646380.687500 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -646380.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -646804.562500 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -646804.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -647205.437500 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -647205.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -647562.000000 Penalty: 4282.242188
	Iteration 4F: 3 clusters Score -647562 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -647814.875000 Penalty: 4282.242188
	Iteration 5F: 3 clusters Score -647814.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -648000.000000 Penalty: 4282.242188
	Iteration 6Q: 3 clusters Score -648000 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -648139.062500 Penalty: 4282.242188
	Iteration 7Q: 3 clusters Score -648139.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -648221.062500 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -648221.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -648272.687500 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -648272.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -648316.875000 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -648316.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -648358.687500 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -648358.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -648383.375000 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -648383.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -648400.500000 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -648400.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -648413.312500 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -648413.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -648420.875000 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -648420.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -648426.875000 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -648426.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -648433.062500 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -648433.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -648434.875000 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -648434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -648438.250000 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -648438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -648438.625000 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -648438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -648438.312500 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -648438.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -648440.062500 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -648440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -648440.500000 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -648440.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -648439.625000 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -648439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -648441.375000 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -648441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -648441.375000 Penalty: 4282.242188
	Iteration 26F: 3 clusters Score -648441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -72447.679688 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -72447.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70985.476562 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -70985.48 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71521.828125 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -71521.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71737.531250 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -71737.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71854.656250 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -71854.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -71917.984375 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -71917.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71961.414062 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -71961.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -71980.453125 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -71980.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -71992.320312 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -71992.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -71998.851562 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -71998.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72008.023438 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -72008.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72008.023438 Penalty: 3151.767578
	Iteration 10F: 3 clusters Score -72008.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Entering Unmasked Estep 
Score: -640794.187500 Penalty: 2138.948242
	Iteration 0F: 2 clusters Score -640794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -635948.750000 Penalty: 4277.896484
	Iteration 0F: 3 clusters Score -635948.8 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -637134.250000 Penalty: 4277.896484
	Iteration 1F: 3 clusters Score -637134.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -637356.562500 Penalty: 4277.896484
	Iteration 2F: 3 clusters Score -637356.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -637527.687500 Penalty: 4277.896484
	Iteration 3F: 3 clusters Score -637527.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -637669.000000 Penalty: 4277.896484
	Iteration 4Q: 3 clusters Score -637669 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -637793.625000 Penalty: 4277.896484
	Iteration 5Q: 3 clusters Score -637793.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -637919.250000 Penalty: 4277.896484
	Iteration 6Q: 3 clusters Score -637919.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -638036.687500 Penalty: 4277.896484
	Iteration 7Q: 3 clusters Score -638036.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -638138.875000 Penalty: 4277.896484
	Iteration 8Q: 3 clusters Score -638138.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -638231.875000 Penalty: 4277.896484
	Iteration 9Q: 3 clusters Score -638231.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -638332.562500 Penalty: 4277.896484
	Iteration 10Q: 3 clusters Score -638332.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -638423.062500 Penalty: 4277.896484
	Iteration 11Q: 3 clusters Score -638423.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -638505.125000 Penalty: 4277.896484
	Iteration 12Q: 3 clusters Score -638505.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -638577.125000 Penalty: 4277.896484
	Iteration 13Q: 3 clusters Score -638577.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -638647.437500 Penalty: 4277.896484
	Iteration 14Q: 3 clusters Score -638647.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -638703.562500 Penalty: 4277.896484
	Iteration 15Q: 3 clusters Score -638703.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -638773.625000 Penalty: 4277.896484
	Iteration 16Q: 3 clusters Score -638773.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -638845.875000 Penalty: 4277.896484
	Iteration 17Q: 3 clusters Score -638845.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -638908.937500 Penalty: 4277.896484
	Iteration 18Q: 3 clusters Score -638908.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -638968.062500 Penalty: 4277.896484
	Iteration 19Q: 3 clusters Score -638968.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -639015.687500 Penalty: 4277.896484
	Iteration 20F: 3 clusters Score -639015.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -639062.625000 Penalty: 4277.896484
	Iteration 21Q: 3 clusters Score -639062.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -639109.312500 Penalty: 4277.896484
	Iteration 22Q: 3 clusters Score -639109.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -639152.312500 Penalty: 4277.896484
	Iteration 23Q: 3 clusters Score -639152.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -639195.437500 Penalty: 4277.896484
	Iteration 24Q: 3 clusters Score -639195.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -639229.687500 Penalty: 4277.896484
	Iteration 25Q: 3 clusters Score -639229.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -639259.625000 Penalty: 4277.896484
	Iteration 26Q: 3 clusters Score -639259.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -639293.500000 Penalty: 4277.896484
	Iteration 27Q: 3 clusters Score -639293.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -639340.375000 Penalty: 4277.896484
	Iteration 28Q: 3 clusters Score -639340.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -639392.062500 Penalty: 4277.896484
	Iteration 29Q: 3 clusters Score -639392.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -639462.437500 Penalty: 4277.896484
	Iteration 30Q: 3 clusters Score -639462.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -639572.937500 Penalty: 4277.896484
	Iteration 31Q: 3 clusters Score -639572.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -639735.812500 Penalty: 4277.896484
	Iteration 32Q: 3 clusters Score -639735.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -639920.875000 Penalty: 4277.896484
	Iteration 33Q: 3 clusters Score -639920.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -640077.062500 Penalty: 4277.896484
	Iteration 34Q: 3 clusters Score -640077.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -640149.312500 Penalty: 4277.896484
	Iteration 35Q: 3 clusters Score -640149.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -640178.812500 Penalty: 4277.896484
	Iteration 36Q: 3 clusters Score -640178.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -640195.812500 Penalty: 4277.896484
	Iteration 37Q: 3 clusters Score -640195.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -640205.125000 Penalty: 4277.896484
	Iteration 38Q: 3 clusters Score -640205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -640208.812500 Penalty: 4277.896484
	Iteration 39Q: 3 clusters Score -640208.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -640212.312500 Penalty: 4277.896484
	Iteration 40F: 3 clusters Score -640212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -640213.812500 Penalty: 4277.896484
	Iteration 41Q: 3 clusters Score -640213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -640214.562500 Penalty: 4277.896484
	Iteration 42Q: 3 clusters Score -640214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -640214.562500 Penalty: 4277.896484
	Iteration 43F: 3 clusters Score -640214.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Entering Unmasked Estep 
Score: -876980.312500 Penalty: 2212.521484
	Iteration 0F: 2 clusters Score -876980.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -870854.500000 Penalty: 4425.042969
	Iteration 0F: 3 clusters Score -870854.5 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -872448.187500 Penalty: 4425.042969
	Iteration 1F: 3 clusters Score -872448.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -872778.375000 Penalty: 4425.042969
	Iteration 2F: 3 clusters Score -872778.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -873073.375000 Penalty: 4425.042969
	Iteration 3F: 3 clusters Score -873073.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -873305.625000 Penalty: 4425.042969
	Iteration 4F: 3 clusters Score -873305.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -873586.062500 Penalty: 4425.042969
	Iteration 5F: 3 clusters Score -873586.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -873956.812500 Penalty: 4425.042969
	Iteration 6F: 3 clusters Score -873956.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -874357.187500 Penalty: 4425.042969
	Iteration 7F: 3 clusters Score -874357.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -874701.937500 Penalty: 4425.042969
	Iteration 8F: 3 clusters Score -874701.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -874951.750000 Penalty: 4425.042969
	Iteration 9Q: 3 clusters Score -874951.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -875127.562500 Penalty: 4425.042969
	Iteration 10Q: 3 clusters Score -875127.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -875211.375000 Penalty: 4425.042969
	Iteration 11Q: 3 clusters Score -875211.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -875268.812500 Penalty: 4425.042969
	Iteration 12Q: 3 clusters Score -875268.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -875313.187500 Penalty: 4425.042969
	Iteration 13Q: 3 clusters Score -875313.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -875341.250000 Penalty: 4425.042969
	Iteration 14Q: 3 clusters Score -875341.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -875362.812500 Penalty: 4425.042969
	Iteration 15Q: 3 clusters Score -875362.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -875375.500000 Penalty: 4425.042969
	Iteration 16Q: 3 clusters Score -875375.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -875384.375000 Penalty: 4425.042969
	Iteration 17Q: 3 clusters Score -875384.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -875389.375000 Penalty: 4425.042969
	Iteration 18Q: 3 clusters Score -875389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -875397.250000 Penalty: 4425.042969
	Iteration 19Q: 3 clusters Score -875397.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -875399.687500 Penalty: 4425.042969
	Iteration 20F: 3 clusters Score -875399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -875401.062500 Penalty: 4425.042969
	Iteration 21Q: 3 clusters Score -875401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -875401.812500 Penalty: 4425.042969
	Iteration 22Q: 3 clusters Score -875401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -875401.812500 Penalty: 4425.042969
	Iteration 23F: 3 clusters Score -875401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Entering Unmasked Estep 
Score: -1008875.500000 Penalty: 2247.307617
	Iteration 0F: 2 clusters Score -1008876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1002062.437500 Penalty: 4494.615234
	Iteration 0F: 3 clusters Score -1002062 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1004004.375000 Penalty: 4494.615234
	Iteration 1F: 3 clusters Score -1004004 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1004274.750000 Penalty: 4494.615234
	Iteration 2F: 3 clusters Score -1004275 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1004522.187500 Penalty: 4494.615234
	Iteration 3F: 3 clusters Score -1004522 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1004736.750000 Penalty: 4494.615234
	Iteration 4Q: 3 clusters Score -1004737 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1004900.375000 Penalty: 4494.615234
	Iteration 5Q: 3 clusters Score -1004900 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1005059.375000 Penalty: 4494.615234
	Iteration 6Q: 3 clusters Score -1005059 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1005220.312500 Penalty: 4494.615234
	Iteration 7Q: 3 clusters Score -1005220 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1005386.812500 Penalty: 4494.615234
	Iteration 8Q: 3 clusters Score -1005387 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1005558.062500 Penalty: 4494.615234
	Iteration 9Q: 3 clusters Score -1005558 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1005710.500000 Penalty: 4494.615234
	Iteration 10Q: 3 clusters Score -1005710 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1005847.437500 Penalty: 4494.615234
	Iteration 11Q: 3 clusters Score -1005847 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1005957.375000 Penalty: 4494.615234
	Iteration 12Q: 3 clusters Score -1005957 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1006054.000000 Penalty: 4494.615234
	Iteration 13Q: 3 clusters Score -1006054 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1006156.062500 Penalty: 4494.615234
	Iteration 14Q: 3 clusters Score -1006156 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1006222.750000 Penalty: 4494.615234
	Iteration 15Q: 3 clusters Score -1006223 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1006271.812500 Penalty: 4494.615234
	Iteration 16Q: 3 clusters Score -1006272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1006321.125000 Penalty: 4494.615234
	Iteration 17Q: 3 clusters Score -1006321 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1006366.000000 Penalty: 4494.615234
	Iteration 18Q: 3 clusters Score -1006366 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1006422.250000 Penalty: 4494.615234
	Iteration 19Q: 3 clusters Score -1006422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1006485.750000 Penalty: 4494.615234
	Iteration 20F: 3 clusters Score -1006486 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1006545.500000 Penalty: 4494.615234
	Iteration 21Q: 3 clusters Score -1006546 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1006612.187500 Penalty: 4494.615234
	Iteration 22Q: 3 clusters Score -1006612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1006659.500000 Penalty: 4494.615234
	Iteration 23Q: 3 clusters Score -1006660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1006702.375000 Penalty: 4494.615234
	Iteration 24Q: 3 clusters Score -1006702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1006751.875000 Penalty: 4494.615234
	Iteration 25Q: 3 clusters Score -1006752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1006784.187500 Penalty: 4494.615234
	Iteration 26Q: 3 clusters Score -1006784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1006810.375000 Penalty: 4494.615234
	Iteration 27Q: 3 clusters Score -1006810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1006824.750000 Penalty: 4494.615234
	Iteration 28Q: 3 clusters Score -1006825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1006841.500000 Penalty: 4494.615234
	Iteration 29Q: 3 clusters Score -1006842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1006849.125000 Penalty: 4494.615234
	Iteration 30Q: 3 clusters Score -1006849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1006856.750000 Penalty: 4494.615234
	Iteration 31Q: 3 clusters Score -1006857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1006862.562500 Penalty: 4494.615234
	Iteration 32Q: 3 clusters Score -1006863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1006865.625000 Penalty: 4494.615234
	Iteration 33Q: 3 clusters Score -1006866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1006873.437500 Penalty: 4494.615234
	Iteration 34Q: 3 clusters Score -1006873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1006877.437500 Penalty: 4494.615234
	Iteration 35Q: 3 clusters Score -1006877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1006880.250000 Penalty: 4494.615234
	Iteration 36Q: 3 clusters Score -1006880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1006887.312500 Penalty: 4494.615234
	Iteration 37Q: 3 clusters Score -1006887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1006888.875000 Penalty: 4494.615234
	Iteration 38Q: 3 clusters Score -1006889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1006892.250000 Penalty: 4494.615234
	Iteration 39Q: 3 clusters Score -1006892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1006894.875000 Penalty: 4494.615234
	Iteration 40F: 3 clusters Score -1006895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1006896.125000 Penalty: 4494.615234
	Iteration 41Q: 3 clusters Score -1006896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1006895.750000 Penalty: 4494.615234
	Iteration 42Q: 3 clusters Score -1006896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1006898.750000 Penalty: 4494.615234
	Iteration 43Q: 3 clusters Score -1006899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1006902.375000 Penalty: 4494.615234
	Iteration 44Q: 3 clusters Score -1006902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1006902.375000 Penalty: 4494.615234
	Iteration 45Q: 3 clusters Score -1006902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1006906.750000 Penalty: 4494.615234
	Iteration 46Q: 3 clusters Score -1006907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1006910.875000 Penalty: 4494.615234
	Iteration 47Q: 3 clusters Score -1006911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1006915.000000 Penalty: 4494.615234
	Iteration 48Q: 3 clusters Score -1006915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1006919.750000 Penalty: 4494.615234
	Iteration 49Q: 3 clusters Score -1006920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1006924.812500 Penalty: 4494.615234
	Iteration 50Q: 3 clusters Score -1006925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1006927.062500 Penalty: 4494.615234
	Iteration 51Q: 3 clusters Score -1006927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1006932.687500 Penalty: 4494.615234
	Iteration 52Q: 3 clusters Score -1006933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1006934.625000 Penalty: 4494.615234
	Iteration 53Q: 3 clusters Score -1006935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1006937.250000 Penalty: 4494.615234
	Iteration 54Q: 3 clusters Score -1006937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1006937.625000 Penalty: 4494.615234
	Iteration 55Q: 3 clusters Score -1006938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1006940.187500 Penalty: 4494.615234
	Iteration 56Q: 3 clusters Score -1006940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1006943.187500 Penalty: 4494.615234
	Iteration 57Q: 3 clusters Score -1006943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1006944.875000 Penalty: 4494.615234
	Iteration 58Q: 3 clusters Score -1006945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1006942.937500 Penalty: 4494.615234
	Iteration 59Q: 3 clusters Score -1006943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1006945.000000 Penalty: 4494.615234
	Iteration 60F: 3 clusters Score -1006945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1006946.062500 Penalty: 4494.615234
	Iteration 61Q: 3 clusters Score -1006946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1006946.062500 Penalty: 4494.615234
	Iteration 62F: 3 clusters Score -1006946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -299489.875000 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -299489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -296831.437500 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -296831.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -297676.125000 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -297676.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -298244.375000 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -298244.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -298648.031250 Penalty: 3793.774902
	Iteration 3F: 3 clusters Score -298648 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -298858.187500 Penalty: 3793.774902
	Iteration 4F: 3 clusters Score -298858.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -298969.875000 Penalty: 3793.774902
	Iteration 5Q: 3 clusters Score -298969.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -299020.218750 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -299020.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -299042.343750 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -299042.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -299053.375000 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -299053.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -299059.812500 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -299059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -299065.062500 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -299065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -299066.343750 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -299066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -299069.218750 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -299069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -299071.593750 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -299071.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -299075.468750 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -299075.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -299078.562500 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -299078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -299084.750000 Penalty: 3793.774902
	Iteration 16Q: 3 clusters Score -299084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -299095.437500 Penalty: 3793.774902
	Iteration 17Q: 3 clusters Score -299095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -299106.437500 Penalty: 3793.774902
	Iteration 18Q: 3 clusters Score -299106.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -299116.031250 Penalty: 3793.774902
	Iteration 19Q: 3 clusters Score -299116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -299121.875000 Penalty: 3793.774902
	Iteration 20F: 3 clusters Score -299121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -299129.843750 Penalty: 3793.774902
	Iteration 21Q: 3 clusters Score -299129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -299133.937500 Penalty: 3793.774902
	Iteration 22Q: 3 clusters Score -299133.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -299138.687500 Penalty: 3793.774902
	Iteration 23Q: 3 clusters Score -299138.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -299145.125000 Penalty: 3793.774902
	Iteration 24Q: 3 clusters Score -299145.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -299149.875000 Penalty: 3793.774902
	Iteration 25Q: 3 clusters Score -299149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -299153.625000 Penalty: 3793.774902
	Iteration 26Q: 3 clusters Score -299153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -299158.281250 Penalty: 3793.774902
	Iteration 27Q: 3 clusters Score -299158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -299162.625000 Penalty: 3793.774902
	Iteration 28Q: 3 clusters Score -299162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -299165.062500 Penalty: 3793.774902
	Iteration 29Q: 3 clusters Score -299165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -299166.750000 Penalty: 3793.774902
	Iteration 30Q: 3 clusters Score -299166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -299169.468750 Penalty: 3793.774902
	Iteration 31Q: 3 clusters Score -299169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -299169.468750 Penalty: 3793.774902
	Iteration 32F: 3 clusters Score -299169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -502661.343750 Penalty: 2079.601074
	Iteration 0F: 2 clusters Score -502661.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -498539.406250 Penalty: 4159.202148
	Iteration 0F: 3 clusters Score -498539.4 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -499481.125000 Penalty: 4159.202148
	Iteration 1F: 3 clusters Score -499481.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -499675.593750 Penalty: 4159.202148
	Iteration 2F: 3 clusters Score -499675.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -499804.437500 Penalty: 4159.202148
	Iteration 3F: 3 clusters Score -499804.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -499886.062500 Penalty: 4159.202148
	Iteration 4Q: 3 clusters Score -499886.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -499971.250000 Penalty: 4159.202148
	Iteration 5Q: 3 clusters Score -499971.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -500042.531250 Penalty: 4159.202148
	Iteration 6Q: 3 clusters Score -500042.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -500100.281250 Penalty: 4159.202148
	Iteration 7Q: 3 clusters Score -500100.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -500161.250000 Penalty: 4159.202148
	Iteration 8Q: 3 clusters Score -500161.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -500214.781250 Penalty: 4159.202148
	Iteration 9Q: 3 clusters Score -500214.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -500276.625000 Penalty: 4159.202148
	Iteration 10Q: 3 clusters Score -500276.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -500339.875000 Penalty: 4159.202148
	Iteration 11Q: 3 clusters Score -500339.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -500389.906250 Penalty: 4159.202148
	Iteration 12Q: 3 clusters Score -500389.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -500438.875000 Penalty: 4159.202148
	Iteration 13Q: 3 clusters Score -500438.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -500485.312500 Penalty: 4159.202148
	Iteration 14Q: 3 clusters Score -500485.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -500522.968750 Penalty: 4159.202148
	Iteration 15Q: 3 clusters Score -500523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -500557.062500 Penalty: 4159.202148
	Iteration 16Q: 3 clusters Score -500557.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -500583.312500 Penalty: 4159.202148
	Iteration 17Q: 3 clusters Score -500583.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -500595.031250 Penalty: 4159.202148
	Iteration 18Q: 3 clusters Score -500595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -500606.187500 Penalty: 4159.202148
	Iteration 19Q: 3 clusters Score -500606.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -500621.562500 Penalty: 4159.202148
	Iteration 20F: 3 clusters Score -500621.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -500626.812500 Penalty: 4159.202148
	Iteration 21Q: 3 clusters Score -500626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -500628.468750 Penalty: 4159.202148
	Iteration 22Q: 3 clusters Score -500628.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -500630.437500 Penalty: 4159.202148
	Iteration 23Q: 3 clusters Score -500630.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -500633.625000 Penalty: 4159.202148
	Iteration 24Q: 3 clusters Score -500633.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -500636.500000 Penalty: 4159.202148
	Iteration 25Q: 3 clusters Score -500636.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -500640.375000 Penalty: 4159.202148
	Iteration 26Q: 3 clusters Score -500640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -500641.593750 Penalty: 4159.202148
	Iteration 27Q: 3 clusters Score -500641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -500643.000000 Penalty: 4159.202148
	Iteration 28Q: 3 clusters Score -500643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -500643.593750 Penalty: 4159.202148
	Iteration 29Q: 3 clusters Score -500643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -500643.843750 Penalty: 4159.202148
	Iteration 30Q: 3 clusters Score -500643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -500643.843750 Penalty: 4159.202148
	Iteration 31F: 3 clusters Score -500643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -753017.750000 Penalty: 2169.027832
	Iteration 0F: 2 clusters Score -753017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -747684.250000 Penalty: 4338.055664
	Iteration 0F: 3 clusters Score -747684.2 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -749055.062500 Penalty: 4338.055664
	Iteration 1F: 3 clusters Score -749055.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -749278.437500 Penalty: 4338.055664
	Iteration 2F: 3 clusters Score -749278.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -749442.437500 Penalty: 4338.055664
	Iteration 3Q: 3 clusters Score -749442.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -749566.250000 Penalty: 4338.055664
	Iteration 4Q: 3 clusters Score -749566.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -749656.625000 Penalty: 4338.055664
	Iteration 5Q: 3 clusters Score -749656.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -749742.000000 Penalty: 4338.055664
	Iteration 6Q: 3 clusters Score -749742 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -749831.687500 Penalty: 4338.055664
	Iteration 7Q: 3 clusters Score -749831.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -749929.937500 Penalty: 4338.055664
	Iteration 8Q: 3 clusters Score -749929.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -750039.250000 Penalty: 4338.055664
	Iteration 9Q: 3 clusters Score -750039.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -750158.250000 Penalty: 4338.055664
	Iteration 10Q: 3 clusters Score -750158.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -750272.375000 Penalty: 4338.055664
	Iteration 11Q: 3 clusters Score -750272.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -750389.437500 Penalty: 4338.055664
	Iteration 12Q: 3 clusters Score -750389.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -750481.750000 Penalty: 4338.055664
	Iteration 13Q: 3 clusters Score -750481.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -750547.000000 Penalty: 4338.055664
	Iteration 14Q: 3 clusters Score -750547 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -750605.187500 Penalty: 4338.055664
	Iteration 15Q: 3 clusters Score -750605.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -750666.625000 Penalty: 4338.055664
	Iteration 16Q: 3 clusters Score -750666.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -750748.875000 Penalty: 4338.055664
	Iteration 17Q: 3 clusters Score -750748.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -750841.812500 Penalty: 4338.055664
	Iteration 18Q: 3 clusters Score -750841.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -750930.937500 Penalty: 4338.055664
	Iteration 19Q: 3 clusters Score -750930.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -751015.250000 Penalty: 4338.055664
	Iteration 20F: 3 clusters Score -751015.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -751089.437500 Penalty: 4338.055664
	Iteration 21Q: 3 clusters Score -751089.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -751131.875000 Penalty: 4338.055664
	Iteration 22Q: 3 clusters Score -751131.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -751164.437500 Penalty: 4338.055664
	Iteration 23Q: 3 clusters Score -751164.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -751188.437500 Penalty: 4338.055664
	Iteration 24Q: 3 clusters Score -751188.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -751208.062500 Penalty: 4338.055664
	Iteration 25Q: 3 clusters Score -751208.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -751223.000000 Penalty: 4338.055664
	Iteration 26Q: 3 clusters Score -751223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -751229.875000 Penalty: 4338.055664
	Iteration 27Q: 3 clusters Score -751229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -751233.000000 Penalty: 4338.055664
	Iteration 28Q: 3 clusters Score -751233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -751237.125000 Penalty: 4338.055664
	Iteration 29Q: 3 clusters Score -751237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -751241.125000 Penalty: 4338.055664
	Iteration 30Q: 3 clusters Score -751241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -751246.000000 Penalty: 4338.055664
	Iteration 31Q: 3 clusters Score -751246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -751251.062500 Penalty: 4338.055664
	Iteration 32Q: 3 clusters Score -751251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -751252.312500 Penalty: 4338.055664
	Iteration 33Q: 3 clusters Score -751252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -751252.937500 Penalty: 4338.055664
	Iteration 34Q: 3 clusters Score -751252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -751252.937500 Penalty: 4338.055664
	Iteration 35F: 3 clusters Score -751252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -35260.398438 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -35260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33841.953125 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -33841.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34023.765625 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -34023.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34049.066406 Penalty: 2970.524658
	Iteration 2Q: 3 clusters Score -34049.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34057.652344 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -34057.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34072.234375 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -34072.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34094.007812 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -34094.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34116.523438 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -34116.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34137.777344 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -34137.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34177.472656 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -34177.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34192.726562 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -34192.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34197.679688 Penalty: 2970.524658
	Iteration 10Q: 3 clusters Score -34197.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34197.679688 Penalty: 2970.524658
	Iteration 11F: 3 clusters Score -34197.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (10774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Entering Unmasked Estep 
Score: -1219397.625000 Penalty: 2302.653076
	Iteration 0F: 2 clusters Score -1219398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1211278.750000 Penalty: 4605.306152
	Iteration 0F: 3 clusters Score -1211279 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1213659.000000 Penalty: 4605.306152
	Iteration 1F: 3 clusters Score -1213659 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1214088.125000 Penalty: 4605.306152
	Iteration 2F: 3 clusters Score -1214088 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1214434.250000 Penalty: 4605.306152
	Iteration 3F: 3 clusters Score -1214434 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1214749.375000 Penalty: 4605.306152
	Iteration 4Q: 3 clusters Score -1214749 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1215113.125000 Penalty: 4605.306152
	Iteration 5F: 3 clusters Score -1215113 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1215535.875000 Penalty: 4605.306152
	Iteration 6F: 3 clusters Score -1215536 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1216090.625000 Penalty: 4605.306152
	Iteration 7F: 3 clusters Score -1216091 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1216799.125000 Penalty: 4605.306152
	Iteration 8F: 3 clusters Score -1216799 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1217537.375000 Penalty: 4605.306152
	Iteration 9F: 3 clusters Score -1217537 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1218308.250000 Penalty: 4605.306152
	Iteration 10F: 3 clusters Score -1218308 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1218894.250000 Penalty: 4605.306152
	Iteration 11Q: 3 clusters Score -1218894 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1219282.250000 Penalty: 4605.306152
	Iteration 12Q: 3 clusters Score -1219282 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1219532.750000 Penalty: 4605.306152
	Iteration 13Q: 3 clusters Score -1219533 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1219644.875000 Penalty: 4605.306152
	Iteration 14Q: 3 clusters Score -1219645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1219703.875000 Penalty: 4605.306152
	Iteration 15Q: 3 clusters Score -1219704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1219738.750000 Penalty: 4605.306152
	Iteration 16Q: 3 clusters Score -1219739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1219761.875000 Penalty: 4605.306152
	Iteration 17Q: 3 clusters Score -1219762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1219766.375000 Penalty: 4605.306152
	Iteration 18Q: 3 clusters Score -1219766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1219770.000000 Penalty: 4605.306152
	Iteration 19Q: 3 clusters Score -1219770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1219772.875000 Penalty: 4605.306152
	Iteration 20F: 3 clusters Score -1219773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1219772.375000 Penalty: 4605.306152
	Iteration 21Q: 3 clusters Score -1219772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1219777.625000 Penalty: 4605.306152
	Iteration 22Q: 3 clusters Score -1219778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1219778.250000 Penalty: 4605.306152
	Iteration 23Q: 3 clusters Score -1219778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1219776.875000 Penalty: 4605.306152
	Iteration 24Q: 3 clusters Score -1219777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1219778.500000 Penalty: 4605.306152
	Iteration 25Q: 3 clusters Score -1219778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1219780.125000 Penalty: 4605.306152
	Iteration 26Q: 3 clusters Score -1219780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1219779.000000 Penalty: 4605.306152
	Iteration 27Q: 3 clusters Score -1219779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1219779.000000 Penalty: 4605.306152
	Iteration 28F: 3 clusters Score -1219779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188679 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4383 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 4144 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14374 members 
Mstep: Class 55 contains 184250 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 6630 members 
Entering Unmasked Estep 
Score: -133769000.000000 Penalty: 253084.625000
Splitting cluster 52 changes total score from -133769872.000000 to -133769000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -35738.613281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -35738.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34539.511719 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -34539.51 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34733.980469 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -34733.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34831.828125 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -34831.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34865.117188 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -34865.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34876.941406 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -34876.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34886.390625 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -34886.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34919.171875 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -34919.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34937.062500 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -34937.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35005.269531 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -35005.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35019.660156 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -35019.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35039.726562 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -35039.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35063.726562 Penalty: 2886.761230
	Iteration 11Q: 3 clusters Score -35063.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35092.828125 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -35092.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35139.039062 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -35139.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35162.839844 Penalty: 2886.761230
	Iteration 14Q: 3 clusters Score -35162.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35174.027344 Penalty: 2886.761230
	Iteration 15Q: 3 clusters Score -35174.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35192.832031 Penalty: 2886.761230
	Iteration 16Q: 3 clusters Score -35192.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35197.558594 Penalty: 2886.761230
	Iteration 17Q: 3 clusters Score -35197.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35203.039062 Penalty: 2886.761230
	Iteration 18Q: 3 clusters Score -35203.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35203.039062 Penalty: 2886.761230
	Iteration 19F: 3 clusters Score -35203.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Entering Unmasked Estep 
Score: -1672256.750000 Penalty: 2374.147705
	Iteration 0F: 2 clusters Score -1672257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1661729.250000 Penalty: 4748.295410
	Iteration 0F: 3 clusters Score -1661729 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1665055.750000 Penalty: 4748.295410
	Iteration 1F: 3 clusters Score -1665056 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1665448.125000 Penalty: 4748.295410
	Iteration 2F: 3 clusters Score -1665448 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1665764.000000 Penalty: 4748.295410
	Iteration 3Q: 3 clusters Score -1665764 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1666066.500000 Penalty: 4748.295410
	Iteration 4Q: 3 clusters Score -1666066 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1666356.000000 Penalty: 4748.295410
	Iteration 5Q: 3 clusters Score -1666356 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1666654.250000 Penalty: 4748.295410
	Iteration 6Q: 3 clusters Score -1666654 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1666952.875000 Penalty: 4748.295410
	Iteration 7Q: 3 clusters Score -1666953 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1667269.250000 Penalty: 4748.295410
	Iteration 8Q: 3 clusters Score -1667269 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1667595.750000 Penalty: 4748.295410
	Iteration 9Q: 3 clusters Score -1667596 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1667877.625000 Penalty: 4748.295410
	Iteration 10Q: 3 clusters Score -1667878 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1668161.500000 Penalty: 4748.295410
	Iteration 11Q: 3 clusters Score -1668162 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1668416.500000 Penalty: 4748.295410
	Iteration 12Q: 3 clusters Score -1668416 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1668645.250000 Penalty: 4748.295410
	Iteration 13Q: 3 clusters Score -1668645 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1668864.125000 Penalty: 4748.295410
	Iteration 14Q: 3 clusters Score -1668864 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1669038.000000 Penalty: 4748.295410
	Iteration 15Q: 3 clusters Score -1669038 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1669198.375000 Penalty: 4748.295410
	Iteration 16Q: 3 clusters Score -1669198 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1669301.500000 Penalty: 4748.295410
	Iteration 17Q: 3 clusters Score -1669302 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1669363.625000 Penalty: 4748.295410
	Iteration 18Q: 3 clusters Score -1669364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1669406.125000 Penalty: 4748.295410
	Iteration 19Q: 3 clusters Score -1669406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1669434.000000 Penalty: 4748.295410
	Iteration 20F: 3 clusters Score -1669434 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1669457.375000 Penalty: 4748.295410
	Iteration 21Q: 3 clusters Score -1669457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1669476.250000 Penalty: 4748.295410
	Iteration 22Q: 3 clusters Score -1669476 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1669501.000000 Penalty: 4748.295410
	Iteration 23Q: 3 clusters Score -1669501 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1669520.000000 Penalty: 4748.295410
	Iteration 24Q: 3 clusters Score -1669520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1669536.875000 Penalty: 4748.295410
	Iteration 25Q: 3 clusters Score -1669537 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1669550.125000 Penalty: 4748.295410
	Iteration 26Q: 3 clusters Score -1669550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1669566.125000 Penalty: 4748.295410
	Iteration 27Q: 3 clusters Score -1669566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1669587.250000 Penalty: 4748.295410
	Iteration 28Q: 3 clusters Score -1669587 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1669597.375000 Penalty: 4748.295410
	Iteration 29Q: 3 clusters Score -1669597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1669614.375000 Penalty: 4748.295410
	Iteration 30Q: 3 clusters Score -1669614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1669623.375000 Penalty: 4748.295410
	Iteration 31Q: 3 clusters Score -1669623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1669637.750000 Penalty: 4748.295410
	Iteration 32Q: 3 clusters Score -1669638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1669650.625000 Penalty: 4748.295410
	Iteration 33Q: 3 clusters Score -1669651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1669658.875000 Penalty: 4748.295410
	Iteration 34Q: 3 clusters Score -1669659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1669671.000000 Penalty: 4748.295410
	Iteration 35Q: 3 clusters Score -1669671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1669682.125000 Penalty: 4748.295410
	Iteration 36Q: 3 clusters Score -1669682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1669687.125000 Penalty: 4748.295410
	Iteration 37Q: 3 clusters Score -1669687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1669703.625000 Penalty: 4748.295410
	Iteration 38Q: 3 clusters Score -1669704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1669712.875000 Penalty: 4748.295410
	Iteration 39Q: 3 clusters Score -1669713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1669722.750000 Penalty: 4748.295410
	Iteration 40F: 3 clusters Score -1669723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1669742.250000 Penalty: 4748.295410
	Iteration 41Q: 3 clusters Score -1669742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1669753.875000 Penalty: 4748.295410
	Iteration 42Q: 3 clusters Score -1669754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1669766.125000 Penalty: 4748.295410
	Iteration 43Q: 3 clusters Score -1669766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1669787.375000 Penalty: 4748.295410
	Iteration 44Q: 3 clusters Score -1669787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1669808.500000 Penalty: 4748.295410
	Iteration 45Q: 3 clusters Score -1669808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1669832.375000 Penalty: 4748.295410
	Iteration 46Q: 3 clusters Score -1669832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1669855.500000 Penalty: 4748.295410
	Iteration 47Q: 3 clusters Score -1669856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1669884.000000 Penalty: 4748.295410
	Iteration 48Q: 3 clusters Score -1669884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1669905.250000 Penalty: 4748.295410
	Iteration 49Q: 3 clusters Score -1669905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1669929.875000 Penalty: 4748.295410
	Iteration 50Q: 3 clusters Score -1669930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1669949.750000 Penalty: 4748.295410
	Iteration 51Q: 3 clusters Score -1669950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1669976.750000 Penalty: 4748.295410
	Iteration 52Q: 3 clusters Score -1669977 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1670007.500000 Penalty: 4748.295410
	Iteration 53Q: 3 clusters Score -1670008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1670038.000000 Penalty: 4748.295410
	Iteration 54Q: 3 clusters Score -1670038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1670060.125000 Penalty: 4748.295410
	Iteration 55Q: 3 clusters Score -1670060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1670083.500000 Penalty: 4748.295410
	Iteration 56Q: 3 clusters Score -1670084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1670099.500000 Penalty: 4748.295410
	Iteration 57Q: 3 clusters Score -1670100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1670121.875000 Penalty: 4748.295410
	Iteration 58Q: 3 clusters Score -1670122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1670138.625000 Penalty: 4748.295410
	Iteration 59Q: 3 clusters Score -1670139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1670153.750000 Penalty: 4748.295410
	Iteration 60F: 3 clusters Score -1670154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1670172.625000 Penalty: 4748.295410
	Iteration 61Q: 3 clusters Score -1670173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1670183.625000 Penalty: 4748.295410
	Iteration 62Q: 3 clusters Score -1670184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1670194.375000 Penalty: 4748.295410
	Iteration 63Q: 3 clusters Score -1670194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1670209.000000 Penalty: 4748.295410
	Iteration 64Q: 3 clusters Score -1670209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1670221.625000 Penalty: 4748.295410
	Iteration 65Q: 3 clusters Score -1670222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1670231.375000 Penalty: 4748.295410
	Iteration 66Q: 3 clusters Score -1670231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1670240.375000 Penalty: 4748.295410
	Iteration 67Q: 3 clusters Score -1670240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1670254.125000 Penalty: 4748.295410
	Iteration 68Q: 3 clusters Score -1670254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1670270.125000 Penalty: 4748.295410
	Iteration 69Q: 3 clusters Score -1670270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1670285.875000 Penalty: 4748.295410
	Iteration 70Q: 3 clusters Score -1670286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1670288.250000 Penalty: 4748.295410
	Iteration 71Q: 3 clusters Score -1670288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1670292.000000 Penalty: 4748.295410
	Iteration 72Q: 3 clusters Score -1670292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1670297.000000 Penalty: 4748.295410
	Iteration 73Q: 3 clusters Score -1670297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1670296.750000 Penalty: 4748.295410
	Iteration 74Q: 3 clusters Score -1670297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1670302.000000 Penalty: 4748.295410
	Iteration 75Q: 3 clusters Score -1670302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1670301.875000 Penalty: 4748.295410
	Iteration 76Q: 3 clusters Score -1670302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1670303.375000 Penalty: 4748.295410
	Iteration 77Q: 3 clusters Score -1670303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1670313.125000 Penalty: 4748.295410
	Iteration 78Q: 3 clusters Score -1670313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1670309.500000 Penalty: 4748.295410
	Iteration 79Q: 3 clusters Score -1670310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1670310.250000 Penalty: 4748.295410
	Iteration 80F: 3 clusters Score -1670310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1670313.000000 Penalty: 4748.295410
	Iteration 81Q: 3 clusters Score -1670313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1670313.875000 Penalty: 4748.295410
	Iteration 82Q: 3 clusters Score -1670314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1670316.875000 Penalty: 4748.295410
	Iteration 83Q: 3 clusters Score -1670317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1670321.250000 Penalty: 4748.295410
	Iteration 84Q: 3 clusters Score -1670321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1670325.250000 Penalty: 4748.295410
	Iteration 85Q: 3 clusters Score -1670325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1670323.500000 Penalty: 4748.295410
	Iteration 86Q: 3 clusters Score -1670324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1670327.125000 Penalty: 4748.295410
	Iteration 87Q: 3 clusters Score -1670327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1670328.625000 Penalty: 4748.295410
	Iteration 88Q: 3 clusters Score -1670329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1670329.500000 Penalty: 4748.295410
	Iteration 89Q: 3 clusters Score -1670330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1670329.500000 Penalty: 4748.295410
	Iteration 90F: 3 clusters Score -1670330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (184250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184250 members 
Entering Unmasked Estep 
Score: -21756602.000000 Penalty: 3006.764160
	Iteration 0F: 2 clusters Score -2.17566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -21635360.000000 Penalty: 6013.528320
	Iteration 0F: 3 clusters Score -2.163536e+07 nChanged 88237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92165 members 
Mstep: Class 2 contains 92085 members 
Entering Unmasked Estep 
Score: -21686330.000000 Penalty: 6013.528320
	Iteration 1F: 3 clusters Score -2.168633e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -21687570.000000 Penalty: 6013.528320
	Iteration 2Q: 3 clusters Score -2.168757e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 90119 members 
Entering Unmasked Estep 
Score: -21689124.000000 Penalty: 6013.528320
	Iteration 3Q: 3 clusters Score -2.168912e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -21691266.000000 Penalty: 6013.528320
	Iteration 4Q: 3 clusters Score -2.169127e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 85699 members 
Entering Unmasked Estep 
Score: -21694268.000000 Penalty: 6013.528320
	Iteration 5Q: 3 clusters Score -2.169427e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -21698366.000000 Penalty: 6013.528320
	Iteration 6F: 3 clusters Score -2.169837e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 77280 members 
Entering Unmasked Estep 
Score: -21702738.000000 Penalty: 6013.528320
	Iteration 7F: 3 clusters Score -2.170274e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -21707244.000000 Penalty: 6013.528320
	Iteration 8F: 3 clusters Score -2.170724e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118989 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -21711538.000000 Penalty: 6013.528320
	Iteration 9F: 3 clusters Score -2.171154e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -21715540.000000 Penalty: 6013.528320
	Iteration 10Q: 3 clusters Score -2.171554e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133263 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -21719782.000000 Penalty: 6013.528320
	Iteration 11Q: 3 clusters Score -2.171978e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141048 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -21724098.000000 Penalty: 6013.528320
	Iteration 12Q: 3 clusters Score -2.17241e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -21728966.000000 Penalty: 6013.528320
	Iteration 13Q: 3 clusters Score -2.172897e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157925 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -21734890.000000 Penalty: 6013.528320
	Iteration 14Q: 3 clusters Score -2.173489e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166175 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -21741512.000000 Penalty: 6013.528320
	Iteration 15Q: 3 clusters Score -2.174151e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172876 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -21746860.000000 Penalty: 6013.528320
	Iteration 16Q: 3 clusters Score -2.174686e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177344 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -21750334.000000 Penalty: 6013.528320
	Iteration 17Q: 3 clusters Score -2.175033e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179907 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -21752134.000000 Penalty: 6013.528320
	Iteration 18Q: 3 clusters Score -2.175213e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181241 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -21753136.000000 Penalty: 6013.528320
	Iteration 19Q: 3 clusters Score -2.175314e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181893 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -21753622.000000 Penalty: 6013.528320
	Iteration 20F: 3 clusters Score -2.175362e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182252 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21753938.000000 Penalty: 6013.528320
	Iteration 21Q: 3 clusters Score -2.175394e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182471 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -21754310.000000 Penalty: 6013.528320
	Iteration 22Q: 3 clusters Score -2.175431e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182571 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -21754530.000000 Penalty: 6013.528320
	Iteration 23Q: 3 clusters Score -2.175453e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182620 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -21754738.000000 Penalty: 6013.528320
	Iteration 24Q: 3 clusters Score -2.175474e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21754834.000000 Penalty: 6013.528320
	Iteration 25Q: 3 clusters Score -2.175483e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182658 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -21754916.000000 Penalty: 6013.528320
	Iteration 26Q: 3 clusters Score -2.175492e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182662 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21754994.000000 Penalty: 6013.528320
	Iteration 27Q: 3 clusters Score -2.175499e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21755028.000000 Penalty: 6013.528320
	Iteration 28Q: 3 clusters Score -2.175503e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182658 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -21755052.000000 Penalty: 6013.528320
	Iteration 29Q: 3 clusters Score -2.175505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182669 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -21755060.000000 Penalty: 6013.528320
	Iteration 30Q: 3 clusters Score -2.175506e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182671 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -21755082.000000 Penalty: 6013.528320
	Iteration 31Q: 3 clusters Score -2.175508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182671 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -21755140.000000 Penalty: 6013.528320
	Iteration 32Q: 3 clusters Score -2.175514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182676 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -21755158.000000 Penalty: 6013.528320
	Iteration 33Q: 3 clusters Score -2.175516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182675 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -21755166.000000 Penalty: 6013.528320
	Iteration 34Q: 3 clusters Score -2.175517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182678 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -21755162.000000 Penalty: 6013.528320
	Iteration 35Q: 3 clusters Score -2.175516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182679 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -21755178.000000 Penalty: 6013.528320
	Iteration 36Q: 3 clusters Score -2.175518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182683 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -21755166.000000 Penalty: 6013.528320
	Iteration 37Q: 3 clusters Score -2.175517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182690 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21755158.000000 Penalty: 6013.528320
	Iteration 38Q: 3 clusters Score -2.175516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182690 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21755146.000000 Penalty: 6013.528320
	Iteration 39Q: 3 clusters Score -2.175515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182690 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21755148.000000 Penalty: 6013.528320
	Iteration 40F: 3 clusters Score -2.175515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182692 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -21755158.000000 Penalty: 6013.528320
	Iteration 41Q: 3 clusters Score -2.175516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182695 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -21755144.000000 Penalty: 6013.528320
	Iteration 42Q: 3 clusters Score -2.175514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182697 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -21755166.000000 Penalty: 6013.528320
	Iteration 43Q: 3 clusters Score -2.175517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182694 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -21755164.000000 Penalty: 6013.528320
	Iteration 44Q: 3 clusters Score -2.175516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182693 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -21755162.000000 Penalty: 6013.528320
	Iteration 45Q: 3 clusters Score -2.175516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182691 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -21755164.000000 Penalty: 6013.528320
	Iteration 46Q: 3 clusters Score -2.175516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182690 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21755162.000000 Penalty: 6013.528320
	Iteration 47Q: 3 clusters Score -2.175516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182690 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21755162.000000 Penalty: 6013.528320
	Iteration 48F: 3 clusters Score -2.175516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (25490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Entering Unmasked Estep 
Score: -2984772.750000 Penalty: 2516.218262
	Iteration 0F: 2 clusters Score -2984773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2967072.000000 Penalty: 5032.436523
	Iteration 0F: 3 clusters Score -2967072 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2973253.500000 Penalty: 5032.436523
	Iteration 1F: 3 clusters Score -2973254 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2973761.250000 Penalty: 5032.436523
	Iteration 2F: 3 clusters Score -2973761 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2974293.000000 Penalty: 5032.436523
	Iteration 3F: 3 clusters Score -2974293 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2974851.250000 Penalty: 5032.436523
	Iteration 4Q: 3 clusters Score -2974851 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2975425.750000 Penalty: 5032.436523
	Iteration 5Q: 3 clusters Score -2975426 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2976039.000000 Penalty: 5032.436523
	Iteration 6F: 3 clusters Score -2976039 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2976601.500000 Penalty: 5032.436523
	Iteration 7Q: 3 clusters Score -2976602 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2977101.750000 Penalty: 5032.436523
	Iteration 8Q: 3 clusters Score -2977102 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2977546.000000 Penalty: 5032.436523
	Iteration 9Q: 3 clusters Score -2977546 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2977982.500000 Penalty: 5032.436523
	Iteration 10Q: 3 clusters Score -2977982 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2978352.750000 Penalty: 5032.436523
	Iteration 11Q: 3 clusters Score -2978353 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2978724.750000 Penalty: 5032.436523
	Iteration 12Q: 3 clusters Score -2978725 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2979096.000000 Penalty: 5032.436523
	Iteration 13Q: 3 clusters Score -2979096 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2979449.750000 Penalty: 5032.436523
	Iteration 14Q: 3 clusters Score -2979450 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2979787.000000 Penalty: 5032.436523
	Iteration 15Q: 3 clusters Score -2979787 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2980140.750000 Penalty: 5032.436523
	Iteration 16Q: 3 clusters Score -2980141 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2980497.750000 Penalty: 5032.436523
	Iteration 17Q: 3 clusters Score -2980498 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2980869.250000 Penalty: 5032.436523
	Iteration 18Q: 3 clusters Score -2980869 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2981195.500000 Penalty: 5032.436523
	Iteration 19Q: 3 clusters Score -2981196 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2981442.250000 Penalty: 5032.436523
	Iteration 20F: 3 clusters Score -2981442 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2981654.750000 Penalty: 5032.436523
	Iteration 21Q: 3 clusters Score -2981655 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2981836.000000 Penalty: 5032.436523
	Iteration 22Q: 3 clusters Score -2981836 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2981969.750000 Penalty: 5032.436523
	Iteration 23Q: 3 clusters Score -2981970 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2982099.000000 Penalty: 5032.436523
	Iteration 24Q: 3 clusters Score -2982099 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2982225.500000 Penalty: 5032.436523
	Iteration 25Q: 3 clusters Score -2982226 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2982316.750000 Penalty: 5032.436523
	Iteration 26Q: 3 clusters Score -2982317 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2982385.750000 Penalty: 5032.436523
	Iteration 27Q: 3 clusters Score -2982386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2982436.500000 Penalty: 5032.436523
	Iteration 28Q: 3 clusters Score -2982436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2982484.000000 Penalty: 5032.436523
	Iteration 29Q: 3 clusters Score -2982484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2982512.250000 Penalty: 5032.436523
	Iteration 30Q: 3 clusters Score -2982512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2982537.000000 Penalty: 5032.436523
	Iteration 31Q: 3 clusters Score -2982537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2982573.000000 Penalty: 5032.436523
	Iteration 32Q: 3 clusters Score -2982573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2982583.500000 Penalty: 5032.436523
	Iteration 33Q: 3 clusters Score -2982584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2982592.750000 Penalty: 5032.436523
	Iteration 34Q: 3 clusters Score -2982593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2982616.500000 Penalty: 5032.436523
	Iteration 35Q: 3 clusters Score -2982616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2982636.000000 Penalty: 5032.436523
	Iteration 36Q: 3 clusters Score -2982636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2982650.500000 Penalty: 5032.436523
	Iteration 37Q: 3 clusters Score -2982650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2982664.500000 Penalty: 5032.436523
	Iteration 38Q: 3 clusters Score -2982664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2982684.000000 Penalty: 5032.436523
	Iteration 39Q: 3 clusters Score -2982684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2982695.500000 Penalty: 5032.436523
	Iteration 40F: 3 clusters Score -2982696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2982715.500000 Penalty: 5032.436523
	Iteration 41Q: 3 clusters Score -2982716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2982728.500000 Penalty: 5032.436523
	Iteration 42Q: 3 clusters Score -2982728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2982735.000000 Penalty: 5032.436523
	Iteration 43Q: 3 clusters Score -2982735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2982741.250000 Penalty: 5032.436523
	Iteration 44Q: 3 clusters Score -2982741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2982745.750000 Penalty: 5032.436523
	Iteration 45Q: 3 clusters Score -2982746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2982749.000000 Penalty: 5032.436523
	Iteration 46Q: 3 clusters Score -2982749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2982754.250000 Penalty: 5032.436523
	Iteration 47Q: 3 clusters Score -2982754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2982759.750000 Penalty: 5032.436523
	Iteration 48Q: 3 clusters Score -2982760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2982760.000000 Penalty: 5032.436523
	Iteration 49Q: 3 clusters Score -2982760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2982765.750000 Penalty: 5032.436523
	Iteration 50Q: 3 clusters Score -2982766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2982765.500000 Penalty: 5032.436523
	Iteration 51Q: 3 clusters Score -2982766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2982766.250000 Penalty: 5032.436523
	Iteration 52Q: 3 clusters Score -2982766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2982768.000000 Penalty: 5032.436523
	Iteration 53Q: 3 clusters Score -2982768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2982767.000000 Penalty: 5032.436523
	Iteration 54Q: 3 clusters Score -2982767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2982771.250000 Penalty: 5032.436523
	Iteration 55Q: 3 clusters Score -2982771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2982769.250000 Penalty: 5032.436523
	Iteration 56Q: 3 clusters Score -2982769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2982773.250000 Penalty: 5032.436523
	Iteration 57Q: 3 clusters Score -2982773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2982772.000000 Penalty: 5032.436523
	Iteration 58Q: 3 clusters Score -2982772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2982777.250000 Penalty: 5032.436523
	Iteration 59Q: 3 clusters Score -2982777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2982775.250000 Penalty: 5032.436523
	Iteration 60F: 3 clusters Score -2982775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2982777.500000 Penalty: 5032.436523
	Iteration 61Q: 3 clusters Score -2982778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2982774.000000 Penalty: 5032.436523
	Iteration 62Q: 3 clusters Score -2982774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2982778.000000 Penalty: 5032.436523
	Iteration 63Q: 3 clusters Score -2982778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2982778.000000 Penalty: 5032.436523
	Iteration 64F: 3 clusters Score -2982778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -614778.250000 Penalty: 2120.939209
	Iteration 0F: 2 clusters Score -614778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -610101.312500 Penalty: 4241.878418
	Iteration 0F: 3 clusters Score -610101.3 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -611189.125000 Penalty: 4241.878418
	Iteration 1F: 3 clusters Score -611189.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -611432.000000 Penalty: 4241.878418
	Iteration 2F: 3 clusters Score -611432 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -611599.562500 Penalty: 4241.878418
	Iteration 3F: 3 clusters Score -611599.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -611718.687500 Penalty: 4241.878418
	Iteration 4Q: 3 clusters Score -611718.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -611825.187500 Penalty: 4241.878418
	Iteration 5Q: 3 clusters Score -611825.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -611935.937500 Penalty: 4241.878418
	Iteration 6Q: 3 clusters Score -611935.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -612047.125000 Penalty: 4241.878418
	Iteration 7Q: 3 clusters Score -612047.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -612149.625000 Penalty: 4241.878418
	Iteration 8Q: 3 clusters Score -612149.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -612254.937500 Penalty: 4241.878418
	Iteration 9Q: 3 clusters Score -612254.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -612375.250000 Penalty: 4241.878418
	Iteration 10Q: 3 clusters Score -612375.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -612502.312500 Penalty: 4241.878418
	Iteration 11Q: 3 clusters Score -612502.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -612624.312500 Penalty: 4241.878418
	Iteration 12Q: 3 clusters Score -612624.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -612715.187500 Penalty: 4241.878418
	Iteration 13Q: 3 clusters Score -612715.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -612764.437500 Penalty: 4241.878418
	Iteration 14Q: 3 clusters Score -612764.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -612801.937500 Penalty: 4241.878418
	Iteration 15Q: 3 clusters Score -612801.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -612828.437500 Penalty: 4241.878418
	Iteration 16Q: 3 clusters Score -612828.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -612845.250000 Penalty: 4241.878418
	Iteration 17Q: 3 clusters Score -612845.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -612852.437500 Penalty: 4241.878418
	Iteration 18Q: 3 clusters Score -612852.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -612861.250000 Penalty: 4241.878418
	Iteration 19Q: 3 clusters Score -612861.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -612867.437500 Penalty: 4241.878418
	Iteration 20F: 3 clusters Score -612867.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -612872.250000 Penalty: 4241.878418
	Iteration 21Q: 3 clusters Score -612872.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -612875.812500 Penalty: 4241.878418
	Iteration 22Q: 3 clusters Score -612875.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -612878.812500 Penalty: 4241.878418
	Iteration 23Q: 3 clusters Score -612878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -612880.375000 Penalty: 4241.878418
	Iteration 24Q: 3 clusters Score -612880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -612885.375000 Penalty: 4241.878418
	Iteration 25Q: 3 clusters Score -612885.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -612888.562500 Penalty: 4241.878418
	Iteration 26Q: 3 clusters Score -612888.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -612894.312500 Penalty: 4241.878418
	Iteration 27Q: 3 clusters Score -612894.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -612901.625000 Penalty: 4241.878418
	Iteration 28Q: 3 clusters Score -612901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -612904.437500 Penalty: 4241.878418
	Iteration 29Q: 3 clusters Score -612904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -612906.687500 Penalty: 4241.878418
	Iteration 30Q: 3 clusters Score -612906.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -612909.125000 Penalty: 4241.878418
	Iteration 31Q: 3 clusters Score -612909.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -612912.500000 Penalty: 4241.878418
	Iteration 32Q: 3 clusters Score -612912.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -612914.312500 Penalty: 4241.878418
	Iteration 33Q: 3 clusters Score -612914.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -612920.062500 Penalty: 4241.878418
	Iteration 34Q: 3 clusters Score -612920.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -612926.250000 Penalty: 4241.878418
	Iteration 35Q: 3 clusters Score -612926.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -612931.000000 Penalty: 4241.878418
	Iteration 36Q: 3 clusters Score -612931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -612938.312500 Penalty: 4241.878418
	Iteration 37Q: 3 clusters Score -612938.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -612942.687500 Penalty: 4241.878418
	Iteration 38Q: 3 clusters Score -612942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -612947.062500 Penalty: 4241.878418
	Iteration 39Q: 3 clusters Score -612947.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -612953.437500 Penalty: 4241.878418
	Iteration 40F: 3 clusters Score -612953.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -612961.500000 Penalty: 4241.878418
	Iteration 41Q: 3 clusters Score -612961.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -612969.312500 Penalty: 4241.878418
	Iteration 42Q: 3 clusters Score -612969.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -612972.875000 Penalty: 4241.878418
	Iteration 43Q: 3 clusters Score -612972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -612973.812500 Penalty: 4241.878418
	Iteration 44Q: 3 clusters Score -612973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -612977.000000 Penalty: 4241.878418
	Iteration 45Q: 3 clusters Score -612977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -612978.000000 Penalty: 4241.878418
	Iteration 46Q: 3 clusters Score -612978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -612982.312500 Penalty: 4241.878418
	Iteration 47Q: 3 clusters Score -612982.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -612985.562500 Penalty: 4241.878418
	Iteration 48Q: 3 clusters Score -612985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -612988.750000 Penalty: 4241.878418
	Iteration 49Q: 3 clusters Score -612988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -612992.375000 Penalty: 4241.878418
	Iteration 50Q: 3 clusters Score -612992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -612993.875000 Penalty: 4241.878418
	Iteration 51Q: 3 clusters Score -612993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -612994.562500 Penalty: 4241.878418
	Iteration 52Q: 3 clusters Score -612994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -612995.687500 Penalty: 4241.878418
	Iteration 53Q: 3 clusters Score -612995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -612995.500000 Penalty: 4241.878418
	Iteration 54Q: 3 clusters Score -612995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -612997.062500 Penalty: 4241.878418
	Iteration 55Q: 3 clusters Score -612997.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -612998.875000 Penalty: 4241.878418
	Iteration 56Q: 3 clusters Score -612998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -613000.250000 Penalty: 4241.878418
	Iteration 57Q: 3 clusters Score -613000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -613003.125000 Penalty: 4241.878418
	Iteration 58Q: 3 clusters Score -613003.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -613004.875000 Penalty: 4241.878418
	Iteration 59Q: 3 clusters Score -613004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -613005.750000 Penalty: 4241.878418
	Iteration 60F: 3 clusters Score -613005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -613007.625000 Penalty: 4241.878418
	Iteration 61Q: 3 clusters Score -613007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -613006.875000 Penalty: 4241.878418
	Iteration 62Q: 3 clusters Score -613006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -613006.750000 Penalty: 4241.878418
	Iteration 63Q: 3 clusters Score -613006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -613006.750000 Penalty: 4241.878418
	Iteration 64F: 3 clusters Score -613006.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -100829.453125 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -100829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -99202.507812 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -99202.51 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99459.539062 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -99459.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -99541.960938 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -99541.96 nChanged 11
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: -99576.109375 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -99576.11 nChanged 10
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: -99613.078125 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -99613.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99655.945312 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -99655.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99697.062500 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -99697.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -99711.625000 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -99711.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -99728.523438 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -99728.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99778.679688 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -99778.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99849.304688 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -99849.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99899.125000 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -99899.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99934.390625 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -99934.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99976.203125 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -99976.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -100045.328125 Penalty: 3211.814697
	Iteration 14Q: 3 clusters Score -100045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -100073.171875 Penalty: 3211.814697
	Iteration 15Q: 3 clusters Score -100073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100080.742188 Penalty: 3211.814697
	Iteration 16Q: 3 clusters Score -100080.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100087.875000 Penalty: 3211.814697
	Iteration 17Q: 3 clusters Score -100087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100090.289062 Penalty: 3211.814697
	Iteration 18Q: 3 clusters Score -100090.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100090.289062 Penalty: 3211.814697
	Iteration 19F: 3 clusters Score -100090.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -25340.835938 Penalty: 1302.563843
	Iteration 0F: 2 clusters Score -25340.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24263.779297 Penalty: 2605.127686
	Iteration 0F: 3 clusters Score -24263.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24342.916016 Penalty: 2605.127686
	Iteration 1F: 3 clusters Score -24342.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24355.621094 Penalty: 2605.127686
	Iteration 2Q: 3 clusters Score -24355.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24355.621094 Penalty: 2605.127686
	Iteration 3F: 3 clusters Score -24355.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -91005.757812 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -91005.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89447.945312 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -89447.95 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89931.476562 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -89931.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90267.906250 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -90267.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90455.820312 Penalty: 3204.112793
	Iteration 3F: 3 clusters Score -90455.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90616.367188 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -90616.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90782.882812 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -90782.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90974.242188 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -90974.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91077.445312 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -91077.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91116.867188 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -91116.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -91155.265625 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -91155.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -91252.445312 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -91252.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91373.960938 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -91373.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91380.585938 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -91380.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91381.992188 Penalty: 3204.112793
	Iteration 13Q: 3 clusters Score -91381.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91384.828125 Penalty: 3204.112793
	Iteration 14F: 3 clusters Score -91384.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91394.546875 Penalty: 3204.112793
	Iteration 15Q: 3 clusters Score -91394.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91399.695312 Penalty: 3204.112793
	Iteration 16Q: 3 clusters Score -91399.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91399.695312 Penalty: 3204.112793
	Iteration 17F: 3 clusters Score -91399.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188679 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4383 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14374 members 
Mstep: Class 55 contains 184250 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 356 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 283 members 
Entering Unmasked Estep 
Score: -133768424.000000 Penalty: 253084.625000
Splitting cluster 60 changes total score from -133769872.000000 to -133768424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -87717.304688 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -87717.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86090.601562 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -86090.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86449.234375 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -86449.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86586.328125 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -86586.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86761.781250 Penalty: 3200.216309
	Iteration 3F: 3 clusters Score -86761.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -86826.296875 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -86826.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86857.960938 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -86857.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86912.445312 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -86912.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -86971.640625 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -86971.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -87004.054688 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -87004.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87015.484375 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -87015.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -87022.515625 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -87022.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -87027.976562 Penalty: 3200.216309
	Iteration 11Q: 3 clusters Score -87027.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87031.984375 Penalty: 3200.216309
	Iteration 12Q: 3 clusters Score -87031.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -87031.218750 Penalty: 3200.216309
	Iteration 13Q: 3 clusters Score -87031.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -87035.101562 Penalty: 3200.216309
	Iteration 14Q: 3 clusters Score -87035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -87040.515625 Penalty: 3200.216309
	Iteration 15Q: 3 clusters Score -87040.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -87047.796875 Penalty: 3200.216309
	Iteration 16Q: 3 clusters Score -87047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -87057.945312 Penalty: 3200.216309
	Iteration 17Q: 3 clusters Score -87057.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -87076.632812 Penalty: 3200.216309
	Iteration 18Q: 3 clusters Score -87076.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -87085.109375 Penalty: 3200.216309
	Iteration 19Q: 3 clusters Score -87085.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -87107.523438 Penalty: 3200.216309
	Iteration 20F: 3 clusters Score -87107.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -87115.914062 Penalty: 3200.216309
	Iteration 21Q: 3 clusters Score -87115.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -87130.179688 Penalty: 3200.216309
	Iteration 22Q: 3 clusters Score -87130.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -87132.515625 Penalty: 3200.216309
	Iteration 23Q: 3 clusters Score -87132.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -87136.335938 Penalty: 3200.216309
	Iteration 24Q: 3 clusters Score -87136.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -87143.515625 Penalty: 3200.216309
	Iteration 25Q: 3 clusters Score -87143.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -87158.593750 Penalty: 3200.216309
	Iteration 26Q: 3 clusters Score -87158.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -87167.968750 Penalty: 3200.216309
	Iteration 27Q: 3 clusters Score -87167.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -87196.679688 Penalty: 3200.216309
	Iteration 28Q: 3 clusters Score -87196.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -87204.164062 Penalty: 3200.216309
	Iteration 29Q: 3 clusters Score -87204.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -87206.703125 Penalty: 3200.216309
	Iteration 30Q: 3 clusters Score -87206.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -87215.960938 Penalty: 3200.216309
	Iteration 31Q: 3 clusters Score -87215.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -87227.664062 Penalty: 3200.216309
	Iteration 32Q: 3 clusters Score -87227.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -87239.773438 Penalty: 3200.216309
	Iteration 33Q: 3 clusters Score -87239.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -87245.945312 Penalty: 3200.216309
	Iteration 34Q: 3 clusters Score -87245.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -87261.773438 Penalty: 3200.216309
	Iteration 35Q: 3 clusters Score -87261.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -87271.828125 Penalty: 3200.216309
	Iteration 36Q: 3 clusters Score -87271.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -87280.179688 Penalty: 3200.216309
	Iteration 37Q: 3 clusters Score -87280.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -87283.554688 Penalty: 3200.216309
	Iteration 38Q: 3 clusters Score -87283.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -87290.070312 Penalty: 3200.216309
	Iteration 39Q: 3 clusters Score -87290.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -87309.703125 Penalty: 3200.216309
	Iteration 40F: 3 clusters Score -87309.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -87320.304688 Penalty: 3200.216309
	Iteration 41Q: 3 clusters Score -87320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -87340.468750 Penalty: 3200.216309
	Iteration 42Q: 3 clusters Score -87340.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -87349.414062 Penalty: 3200.216309
	Iteration 43Q: 3 clusters Score -87349.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -87358.687500 Penalty: 3200.216309
	Iteration 44Q: 3 clusters Score -87358.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -87383.093750 Penalty: 3200.216309
	Iteration 45Q: 3 clusters Score -87383.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -87402.273438 Penalty: 3200.216309
	Iteration 46Q: 3 clusters Score -87402.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -87408.382812 Penalty: 3200.216309
	Iteration 47Q: 3 clusters Score -87408.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -87408.382812 Penalty: 3200.216309
	Iteration 48F: 3 clusters Score -87408.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -120444.640625 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -120444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118639.531250 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -118639.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119191.945312 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -119191.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -119626.500000 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -119626.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -119828.906250 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -119828.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119938.726562 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -119938.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -120022.960938 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -120023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -120163.031250 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -120163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -120251.046875 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -120251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120335.968750 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -120336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -120456.890625 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -120456.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -120574.757812 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -120574.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -120652.328125 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -120652.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120703.914062 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -120703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120716.914062 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -120716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120724.320312 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -120724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120729.031250 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -120729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120738.882812 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -120738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120744.976562 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -120745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120744.976562 Penalty: 3369.002930
	Iteration 18F: 3 clusters Score -120745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188679 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4383 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14374 members 
Mstep: Class 55 contains 184250 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 383 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 508 members 
Entering Unmasked Estep 
Score: -133768368.000000 Penalty: 253084.625000
Splitting cluster 62 changes total score from -133769872.000000 to -133768368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -182651.125000 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -182651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -180563.046875 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -180563 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -181502.281250 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -181502.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -182113.828125 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -182113.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -182425.703125 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -182425.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -182561.703125 Penalty: 3566.201416
	Iteration 4Q: 3 clusters Score -182561.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182640.453125 Penalty: 3566.201416
	Iteration 5Q: 3 clusters Score -182640.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182692.953125 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -182693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182713.093750 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -182713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -182717.234375 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -182717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -182719.812500 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -182719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -182723.000000 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -182723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -182723.250000 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -182723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -182723.250000 Penalty: 3566.201416
	Iteration 12F: 3 clusters Score -182723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188679 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4383 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14374 members 
Mstep: Class 55 contains 184250 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 711 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 615 members 
Entering Unmasked Estep 
Score: -133768288.000000 Penalty: 253084.625000
Splitting cluster 63 changes total score from -133769872.000000 to -133768288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -45654.949219 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -45654.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44207.066406 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -44207.07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44445.636719 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -44445.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44560.164062 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -44560.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44682.296875 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -44682.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44827.871094 Penalty: 3036.756348
	Iteration 4F: 3 clusters Score -44827.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45074.128906 Penalty: 3036.756348
	Iteration 5F: 3 clusters Score -45074.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45312.636719 Penalty: 3036.756348
	Iteration 6F: 3 clusters Score -45312.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45479.921875 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -45479.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45553.652344 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -45553.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45616.699219 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -45616.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45644.503906 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -45644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45651.437500 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -45651.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45651.437500 Penalty: 3036.756348
	Iteration 12F: 3 clusters Score -45651.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Entering Unmasked Estep 
Score: -463563.156250 Penalty: 2061.409424
	Iteration 0F: 2 clusters Score -463563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -459624.562500 Penalty: 4122.818848
	Iteration 0F: 3 clusters Score -459624.6 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -460520.562500 Penalty: 4122.818848
	Iteration 1F: 3 clusters Score -460520.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -460702.937500 Penalty: 4122.818848
	Iteration 2F: 3 clusters Score -460702.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -460816.468750 Penalty: 4122.818848
	Iteration 3Q: 3 clusters Score -460816.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -460906.750000 Penalty: 4122.818848
	Iteration 4Q: 3 clusters Score -460906.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -460986.312500 Penalty: 4122.818848
	Iteration 5Q: 3 clusters Score -460986.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -461064.062500 Penalty: 4122.818848
	Iteration 6Q: 3 clusters Score -461064.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -461160.937500 Penalty: 4122.818848
	Iteration 7Q: 3 clusters Score -461160.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -461269.656250 Penalty: 4122.818848
	Iteration 8Q: 3 clusters Score -461269.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -461389.781250 Penalty: 4122.818848
	Iteration 9Q: 3 clusters Score -461389.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -461519.531250 Penalty: 4122.818848
	Iteration 10Q: 3 clusters Score -461519.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -461675.468750 Penalty: 4122.818848
	Iteration 11Q: 3 clusters Score -461675.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -461840.312500 Penalty: 4122.818848
	Iteration 12Q: 3 clusters Score -461840.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -461973.218750 Penalty: 4122.818848
	Iteration 13Q: 3 clusters Score -461973.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -462058.968750 Penalty: 4122.818848
	Iteration 14Q: 3 clusters Score -462059 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -462111.093750 Penalty: 4122.818848
	Iteration 15Q: 3 clusters Score -462111.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -462149.468750 Penalty: 4122.818848
	Iteration 16Q: 3 clusters Score -462149.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -462176.656250 Penalty: 4122.818848
	Iteration 17Q: 3 clusters Score -462176.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -462195.187500 Penalty: 4122.818848
	Iteration 18Q: 3 clusters Score -462195.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -462212.031250 Penalty: 4122.818848
	Iteration 19Q: 3 clusters Score -462212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -462220.156250 Penalty: 4122.818848
	Iteration 20F: 3 clusters Score -462220.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -462226.500000 Penalty: 4122.818848
	Iteration 21Q: 3 clusters Score -462226.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -462230.312500 Penalty: 4122.818848
	Iteration 22Q: 3 clusters Score -462230.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -462232.468750 Penalty: 4122.818848
	Iteration 23Q: 3 clusters Score -462232.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -462234.531250 Penalty: 4122.818848
	Iteration 24Q: 3 clusters Score -462234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -462236.843750 Penalty: 4122.818848
	Iteration 25Q: 3 clusters Score -462236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -462239.000000 Penalty: 4122.818848
	Iteration 26Q: 3 clusters Score -462239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -462240.687500 Penalty: 4122.818848
	Iteration 27Q: 3 clusters Score -462240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -462242.781250 Penalty: 4122.818848
	Iteration 28Q: 3 clusters Score -462242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -462244.562500 Penalty: 4122.818848
	Iteration 29Q: 3 clusters Score -462244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -462244.031250 Penalty: 4122.818848
	Iteration 30Q: 3 clusters Score -462244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -462246.343750 Penalty: 4122.818848
	Iteration 31Q: 3 clusters Score -462246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -462247.875000 Penalty: 4122.818848
	Iteration 32Q: 3 clusters Score -462247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -462248.312500 Penalty: 4122.818848
	Iteration 33Q: 3 clusters Score -462248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -462249.218750 Penalty: 4122.818848
	Iteration 34Q: 3 clusters Score -462249.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -462252.625000 Penalty: 4122.818848
	Iteration 35Q: 3 clusters Score -462252.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -462254.687500 Penalty: 4122.818848
	Iteration 36Q: 3 clusters Score -462254.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -462256.500000 Penalty: 4122.818848
	Iteration 37Q: 3 clusters Score -462256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -462256.968750 Penalty: 4122.818848
	Iteration 38Q: 3 clusters Score -462257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -462258.031250 Penalty: 4122.818848
	Iteration 39Q: 3 clusters Score -462258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -462259.156250 Penalty: 4122.818848
	Iteration 40F: 3 clusters Score -462259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -462260.156250 Penalty: 4122.818848
	Iteration 41Q: 3 clusters Score -462260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -462260.625000 Penalty: 4122.818848
	Iteration 42Q: 3 clusters Score -462260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -462260.562500 Penalty: 4122.818848
	Iteration 43Q: 3 clusters Score -462260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -462261.125000 Penalty: 4122.818848
	Iteration 44Q: 3 clusters Score -462261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -462262.718750 Penalty: 4122.818848
	Iteration 45Q: 3 clusters Score -462262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -462263.218750 Penalty: 4122.818848
	Iteration 46Q: 3 clusters Score -462263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -462264.343750 Penalty: 4122.818848
	Iteration 47Q: 3 clusters Score -462264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -462264.406250 Penalty: 4122.818848
	Iteration 48Q: 3 clusters Score -462264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -462266.062500 Penalty: 4122.818848
	Iteration 49Q: 3 clusters Score -462266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -462266.750000 Penalty: 4122.818848
	Iteration 50Q: 3 clusters Score -462266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -462268.843750 Penalty: 4122.818848
	Iteration 51Q: 3 clusters Score -462268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -462269.531250 Penalty: 4122.818848
	Iteration 52Q: 3 clusters Score -462269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -462269.750000 Penalty: 4122.818848
	Iteration 53Q: 3 clusters Score -462269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -462269.843750 Penalty: 4122.818848
	Iteration 54Q: 3 clusters Score -462269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -462270.062500 Penalty: 4122.818848
	Iteration 55Q: 3 clusters Score -462270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -462271.437500 Penalty: 4122.818848
	Iteration 56Q: 3 clusters Score -462271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -462271.406250 Penalty: 4122.818848
	Iteration 57Q: 3 clusters Score -462271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -462272.281250 Penalty: 4122.818848
	Iteration 58Q: 3 clusters Score -462272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -462272.968750 Penalty: 4122.818848
	Iteration 59Q: 3 clusters Score -462273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -462273.593750 Penalty: 4122.818848
	Iteration 60F: 3 clusters Score -462273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -462274.125000 Penalty: 4122.818848
	Iteration 61Q: 3 clusters Score -462274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -462274.562500 Penalty: 4122.818848
	Iteration 62Q: 3 clusters Score -462274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -462274.562500 Penalty: 4122.818848
	Iteration 63F: 3 clusters Score -462274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -58222.792969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -58222.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56786.097656 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -56786.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57016.093750 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -57016.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57133.679688 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -57133.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57236.015625 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -57236.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57331.015625 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -57331.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57399.886719 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -57399.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57443.769531 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -57443.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57454.730469 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -57454.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57454.730469 Penalty: 3021.289795
	Iteration 8F: 3 clusters Score -57454.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -226041.687500 Penalty: 1827.191772
	Iteration 0F: 2 clusters Score -226041.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -223714.031250 Penalty: 3654.383545
	Iteration 0F: 3 clusters Score -223714 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -224177.671875 Penalty: 3654.383545
	Iteration 1F: 3 clusters Score -224177.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -224333.796875 Penalty: 3654.383545
	Iteration 2F: 3 clusters Score -224333.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -224446.359375 Penalty: 3654.383545
	Iteration 3Q: 3 clusters Score -224446.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -224535.656250 Penalty: 3654.383545
	Iteration 4Q: 3 clusters Score -224535.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -224597.984375 Penalty: 3654.383545
	Iteration 5Q: 3 clusters Score -224598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -224675.250000 Penalty: 3654.383545
	Iteration 6Q: 3 clusters Score -224675.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -224772.671875 Penalty: 3654.383545
	Iteration 7Q: 3 clusters Score -224772.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224837.484375 Penalty: 3654.383545
	Iteration 8Q: 3 clusters Score -224837.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -224887.343750 Penalty: 3654.383545
	Iteration 9Q: 3 clusters Score -224887.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -224931.015625 Penalty: 3654.383545
	Iteration 10Q: 3 clusters Score -224931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -224969.578125 Penalty: 3654.383545
	Iteration 11Q: 3 clusters Score -224969.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -225004.046875 Penalty: 3654.383545
	Iteration 12Q: 3 clusters Score -225004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -225062.812500 Penalty: 3654.383545
	Iteration 13Q: 3 clusters Score -225062.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -225145.015625 Penalty: 3654.383545
	Iteration 14Q: 3 clusters Score -225145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -225221.921875 Penalty: 3654.383545
	Iteration 15Q: 3 clusters Score -225221.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -225261.203125 Penalty: 3654.383545
	Iteration 16Q: 3 clusters Score -225261.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -225287.281250 Penalty: 3654.383545
	Iteration 17Q: 3 clusters Score -225287.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -225312.843750 Penalty: 3654.383545
	Iteration 18Q: 3 clusters Score -225312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -225330.421875 Penalty: 3654.383545
	Iteration 19Q: 3 clusters Score -225330.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -225345.453125 Penalty: 3654.383545
	Iteration 20F: 3 clusters Score -225345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -225362.406250 Penalty: 3654.383545
	Iteration 21Q: 3 clusters Score -225362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -225379.703125 Penalty: 3654.383545
	Iteration 22Q: 3 clusters Score -225379.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -225409.937500 Penalty: 3654.383545
	Iteration 23Q: 3 clusters Score -225409.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -225436.250000 Penalty: 3654.383545
	Iteration 24Q: 3 clusters Score -225436.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -225469.031250 Penalty: 3654.383545
	Iteration 25Q: 3 clusters Score -225469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -225503.359375 Penalty: 3654.383545
	Iteration 26Q: 3 clusters Score -225503.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -225538.578125 Penalty: 3654.383545
	Iteration 27Q: 3 clusters Score -225538.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -225565.421875 Penalty: 3654.383545
	Iteration 28Q: 3 clusters Score -225565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -225582.312500 Penalty: 3654.383545
	Iteration 29Q: 3 clusters Score -225582.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -225596.093750 Penalty: 3654.383545
	Iteration 30Q: 3 clusters Score -225596.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -225603.312500 Penalty: 3654.383545
	Iteration 31Q: 3 clusters Score -225603.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -225605.609375 Penalty: 3654.383545
	Iteration 32Q: 3 clusters Score -225605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -225609.953125 Penalty: 3654.383545
	Iteration 33Q: 3 clusters Score -225610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -225615.968750 Penalty: 3654.383545
	Iteration 34Q: 3 clusters Score -225616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -225623.359375 Penalty: 3654.383545
	Iteration 35Q: 3 clusters Score -225623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -225624.171875 Penalty: 3654.383545
	Iteration 36Q: 3 clusters Score -225624.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -225624.171875 Penalty: 3654.383545
	Iteration 37F: 3 clusters Score -225624.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (9215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Entering Unmasked Estep 
Score: -958109.625000 Penalty: 2263.889648
	Iteration 0F: 2 clusters Score -958109.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -950979.187500 Penalty: 4527.779297
	Iteration 0F: 3 clusters Score -950979.2 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -953188.750000 Penalty: 4527.779297
	Iteration 1F: 3 clusters Score -953188.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -953666.562500 Penalty: 4527.779297
	Iteration 2F: 3 clusters Score -953666.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -954055.062500 Penalty: 4527.779297
	Iteration 3F: 3 clusters Score -954055.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -954394.062500 Penalty: 4527.779297
	Iteration 4F: 3 clusters Score -954394.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -954649.812500 Penalty: 4527.779297
	Iteration 5Q: 3 clusters Score -954649.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -954901.562500 Penalty: 4527.779297
	Iteration 6Q: 3 clusters Score -954901.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -955153.125000 Penalty: 4527.779297
	Iteration 7Q: 3 clusters Score -955153.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -955367.437500 Penalty: 4527.779297
	Iteration 8Q: 3 clusters Score -955367.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -955572.875000 Penalty: 4527.779297
	Iteration 9Q: 3 clusters Score -955572.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -955765.875000 Penalty: 4527.779297
	Iteration 10Q: 3 clusters Score -955765.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -955934.562500 Penalty: 4527.779297
	Iteration 11Q: 3 clusters Score -955934.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -956049.937500 Penalty: 4527.779297
	Iteration 12Q: 3 clusters Score -956049.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -956142.312500 Penalty: 4527.779297
	Iteration 13Q: 3 clusters Score -956142.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -956218.750000 Penalty: 4527.779297
	Iteration 14Q: 3 clusters Score -956218.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -956272.562500 Penalty: 4527.779297
	Iteration 15Q: 3 clusters Score -956272.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -956310.875000 Penalty: 4527.779297
	Iteration 16Q: 3 clusters Score -956310.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -956335.250000 Penalty: 4527.779297
	Iteration 17Q: 3 clusters Score -956335.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -956354.312500 Penalty: 4527.779297
	Iteration 18Q: 3 clusters Score -956354.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -956375.125000 Penalty: 4527.779297
	Iteration 19Q: 3 clusters Score -956375.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -956391.125000 Penalty: 4527.779297
	Iteration 20F: 3 clusters Score -956391.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -956406.812500 Penalty: 4527.779297
	Iteration 21Q: 3 clusters Score -956406.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -956423.500000 Penalty: 4527.779297
	Iteration 22Q: 3 clusters Score -956423.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -956433.562500 Penalty: 4527.779297
	Iteration 23Q: 3 clusters Score -956433.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -956444.375000 Penalty: 4527.779297
	Iteration 24Q: 3 clusters Score -956444.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -956448.375000 Penalty: 4527.779297
	Iteration 25Q: 3 clusters Score -956448.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -956448.687500 Penalty: 4527.779297
	Iteration 26Q: 3 clusters Score -956448.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -956454.000000 Penalty: 4527.779297
	Iteration 27Q: 3 clusters Score -956454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -956462.875000 Penalty: 4527.779297
	Iteration 28Q: 3 clusters Score -956462.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -956467.875000 Penalty: 4527.779297
	Iteration 29Q: 3 clusters Score -956467.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -956471.437500 Penalty: 4527.779297
	Iteration 30Q: 3 clusters Score -956471.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -956472.062500 Penalty: 4527.779297
	Iteration 31Q: 3 clusters Score -956472.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -956474.250000 Penalty: 4527.779297
	Iteration 32Q: 3 clusters Score -956474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -956477.562500 Penalty: 4527.779297
	Iteration 33Q: 3 clusters Score -956477.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -956479.750000 Penalty: 4527.779297
	Iteration 34Q: 3 clusters Score -956479.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -956487.187500 Penalty: 4527.779297
	Iteration 35Q: 3 clusters Score -956487.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -956493.625000 Penalty: 4527.779297
	Iteration 36Q: 3 clusters Score -956493.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -956504.875000 Penalty: 4527.779297
	Iteration 37Q: 3 clusters Score -956504.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -956511.125000 Penalty: 4527.779297
	Iteration 38Q: 3 clusters Score -956511.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -956514.687500 Penalty: 4527.779297
	Iteration 39Q: 3 clusters Score -956514.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -956518.750000 Penalty: 4527.779297
	Iteration 40F: 3 clusters Score -956518.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -956521.812500 Penalty: 4527.779297
	Iteration 41Q: 3 clusters Score -956521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -956526.750000 Penalty: 4527.779297
	Iteration 42Q: 3 clusters Score -956526.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -956529.937500 Penalty: 4527.779297
	Iteration 43Q: 3 clusters Score -956529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -956528.562500 Penalty: 4527.779297
	Iteration 44Q: 3 clusters Score -956528.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -956533.937500 Penalty: 4527.779297
	Iteration 45Q: 3 clusters Score -956533.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -956533.000000 Penalty: 4527.779297
	Iteration 46Q: 3 clusters Score -956533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -956534.062500 Penalty: 4527.779297
	Iteration 47Q: 3 clusters Score -956534.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -956537.500000 Penalty: 4527.779297
	Iteration 48Q: 3 clusters Score -956537.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -956540.437500 Penalty: 4527.779297
	Iteration 49Q: 3 clusters Score -956540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -956541.500000 Penalty: 4527.779297
	Iteration 50Q: 3 clusters Score -956541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -956542.125000 Penalty: 4527.779297
	Iteration 51Q: 3 clusters Score -956542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -956543.437500 Penalty: 4527.779297
	Iteration 52Q: 3 clusters Score -956543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -956544.250000 Penalty: 4527.779297
	Iteration 53Q: 3 clusters Score -956544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -956545.875000 Penalty: 4527.779297
	Iteration 54Q: 3 clusters Score -956545.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -956548.125000 Penalty: 4527.779297
	Iteration 55Q: 3 clusters Score -956548.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -956552.187500 Penalty: 4527.779297
	Iteration 56Q: 3 clusters Score -956552.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -956554.625000 Penalty: 4527.779297
	Iteration 57Q: 3 clusters Score -956554.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -956557.437500 Penalty: 4527.779297
	Iteration 58Q: 3 clusters Score -956557.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -956561.437500 Penalty: 4527.779297
	Iteration 59Q: 3 clusters Score -956561.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -956569.312500 Penalty: 4527.779297
	Iteration 60F: 3 clusters Score -956569.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -956580.937500 Penalty: 4527.779297
	Iteration 61Q: 3 clusters Score -956580.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -956592.562500 Penalty: 4527.779297
	Iteration 62Q: 3 clusters Score -956592.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -956605.812500 Penalty: 4527.779297
	Iteration 63Q: 3 clusters Score -956605.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -956614.375000 Penalty: 4527.779297
	Iteration 64Q: 3 clusters Score -956614.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -956629.375000 Penalty: 4527.779297
	Iteration 65Q: 3 clusters Score -956629.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -956635.125000 Penalty: 4527.779297
	Iteration 66Q: 3 clusters Score -956635.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -956647.562500 Penalty: 4527.779297
	Iteration 67Q: 3 clusters Score -956647.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -956657.125000 Penalty: 4527.779297
	Iteration 68Q: 3 clusters Score -956657.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -956670.125000 Penalty: 4527.779297
	Iteration 69Q: 3 clusters Score -956670.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -956677.125000 Penalty: 4527.779297
	Iteration 70Q: 3 clusters Score -956677.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -956685.562500 Penalty: 4527.779297
	Iteration 71Q: 3 clusters Score -956685.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -956688.562500 Penalty: 4527.779297
	Iteration 72Q: 3 clusters Score -956688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -956694.437500 Penalty: 4527.779297
	Iteration 73Q: 3 clusters Score -956694.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -956697.187500 Penalty: 4527.779297
	Iteration 74Q: 3 clusters Score -956697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -956696.750000 Penalty: 4527.779297
	Iteration 75Q: 3 clusters Score -956696.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -956701.062500 Penalty: 4527.779297
	Iteration 76Q: 3 clusters Score -956701.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -956703.750000 Penalty: 4527.779297
	Iteration 77Q: 3 clusters Score -956703.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -956706.312500 Penalty: 4527.779297
	Iteration 78Q: 3 clusters Score -956706.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -956705.000000 Penalty: 4527.779297
	Iteration 79Q: 3 clusters Score -956705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -956707.562500 Penalty: 4527.779297
	Iteration 80F: 3 clusters Score -956707.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -956712.937500 Penalty: 4527.779297
	Iteration 81Q: 3 clusters Score -956712.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -956717.625000 Penalty: 4527.779297
	Iteration 82Q: 3 clusters Score -956717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -956721.187500 Penalty: 4527.779297
	Iteration 83Q: 3 clusters Score -956721.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -956724.250000 Penalty: 4527.779297
	Iteration 84Q: 3 clusters Score -956724.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -956728.562500 Penalty: 4527.779297
	Iteration 85Q: 3 clusters Score -956728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -956728.312500 Penalty: 4527.779297
	Iteration 86Q: 3 clusters Score -956728.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -956738.812500 Penalty: 4527.779297
	Iteration 87Q: 3 clusters Score -956738.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -956749.937500 Penalty: 4527.779297
	Iteration 88Q: 3 clusters Score -956749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -956755.625000 Penalty: 4527.779297
	Iteration 89Q: 3 clusters Score -956755.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -956761.812500 Penalty: 4527.779297
	Iteration 90Q: 3 clusters Score -956761.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -956765.125000 Penalty: 4527.779297
	Iteration 91Q: 3 clusters Score -956765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -956767.500000 Penalty: 4527.779297
	Iteration 92Q: 3 clusters Score -956767.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -956770.000000 Penalty: 4527.779297
	Iteration 93Q: 3 clusters Score -956770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -956773.437500 Penalty: 4527.779297
	Iteration 94Q: 3 clusters Score -956773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -956776.062500 Penalty: 4527.779297
	Iteration 95Q: 3 clusters Score -956776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -956774.937500 Penalty: 4527.779297
	Iteration 96Q: 3 clusters Score -956774.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -956777.000000 Penalty: 4527.779297
	Iteration 97Q: 3 clusters Score -956777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -956782.750000 Penalty: 4527.779297
	Iteration 98Q: 3 clusters Score -956782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -956786.125000 Penalty: 4527.779297
	Iteration 99Q: 3 clusters Score -956786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -956788.812500 Penalty: 4527.779297
	Iteration 100F: 3 clusters Score -956788.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -956789.937500 Penalty: 4527.779297
	Iteration 101Q: 3 clusters Score -956789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -956792.750000 Penalty: 4527.779297
	Iteration 102Q: 3 clusters Score -956792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -956796.375000 Penalty: 4527.779297
	Iteration 103Q: 3 clusters Score -956796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -956799.875000 Penalty: 4527.779297
	Iteration 104Q: 3 clusters Score -956799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -956802.750000 Penalty: 4527.779297
	Iteration 105Q: 3 clusters Score -956802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -956803.687500 Penalty: 4527.779297
	Iteration 106Q: 3 clusters Score -956803.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -956805.000000 Penalty: 4527.779297
	Iteration 107Q: 3 clusters Score -956805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -956804.937500 Penalty: 4527.779297
	Iteration 108Q: 3 clusters Score -956804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -956804.812500 Penalty: 4527.779297
	Iteration 109Q: 3 clusters Score -956804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -956808.000000 Penalty: 4527.779297
	Iteration 110Q: 3 clusters Score -956808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -956813.875000 Penalty: 4527.779297
	Iteration 111Q: 3 clusters Score -956813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -956818.187500 Penalty: 4527.779297
	Iteration 112Q: 3 clusters Score -956818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -956819.562500 Penalty: 4527.779297
	Iteration 113Q: 3 clusters Score -956819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -956822.562500 Penalty: 4527.779297
	Iteration 114Q: 3 clusters Score -956822.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -956826.625000 Penalty: 4527.779297
	Iteration 115Q: 3 clusters Score -956826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -956832.625000 Penalty: 4527.779297
	Iteration 116Q: 3 clusters Score -956832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -956831.937500 Penalty: 4527.779297
	Iteration 117Q: 3 clusters Score -956831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -956834.375000 Penalty: 4527.779297
	Iteration 118Q: 3 clusters Score -956834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -956833.687500 Penalty: 4527.779297
	Iteration 119Q: 3 clusters Score -956833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -956836.625000 Penalty: 4527.779297
	Iteration 120F: 3 clusters Score -956836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -956836.437500 Penalty: 4527.779297
	Iteration 121Q: 3 clusters Score -956836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -956836.437500 Penalty: 4527.779297
	Iteration 122F: 3 clusters Score -956836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -108860.640625 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -108860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -107132.500000 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -107132.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -107516.867188 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -107516.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -107777.117188 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -107777.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107984.210938 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -107984.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -108096.289062 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -108096.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -108217.164062 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -108217.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -108277.710938 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -108277.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -108305.117188 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -108305.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108329.085938 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -108329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108339.593750 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -108339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108347.796875 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -108347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -108352.953125 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -108353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -108354.492188 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -108354.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -108354.492188 Penalty: 3314.325684
	Iteration 13F: 3 clusters Score -108354.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -237811.953125 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -237812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -235467.031250 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -235467 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -236052.343750 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -236052.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -236315.187500 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -236315.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -236462.500000 Penalty: 3663.996826
	Iteration 3F: 3 clusters Score -236462.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -236558.750000 Penalty: 3663.996826
	Iteration 4Q: 3 clusters Score -236558.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -236623.203125 Penalty: 3663.996826
	Iteration 5Q: 3 clusters Score -236623.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -236666.546875 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -236666.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -236695.343750 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -236695.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -236720.531250 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -236720.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -236734.765625 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -236734.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -236747.828125 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -236747.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -236755.687500 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -236755.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -236759.687500 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -236759.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -236762.218750 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -236762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -236763.234375 Penalty: 3663.996826
	Iteration 14Q: 3 clusters Score -236763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -236766.343750 Penalty: 3663.996826
	Iteration 15Q: 3 clusters Score -236766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -236769.296875 Penalty: 3663.996826
	Iteration 16Q: 3 clusters Score -236769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -236771.234375 Penalty: 3663.996826
	Iteration 17Q: 3 clusters Score -236771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -236771.234375 Penalty: 3663.996826
	Iteration 18F: 3 clusters Score -236771.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -31866.052734 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -31866.05 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 123 members 
Entering Unmasked Estep 
Score: -30692.457031 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -30692.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30757.408203 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -30757.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30778.271484 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -30778.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30790.568359 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -30790.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30795.099609 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -30795.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30795.099609 Penalty: 2686.385742
	Iteration 5F: 3 clusters Score -30795.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -270834.000000 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -270834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -268335.500000 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -268335.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -269071.937500 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -269071.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -269480.093750 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -269480.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -269779.875000 Penalty: 3745.127930
	Iteration 3F: 3 clusters Score -269779.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -270058.750000 Penalty: 3745.127930
	Iteration 4F: 3 clusters Score -270058.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -270249.750000 Penalty: 3745.127930
	Iteration 5F: 3 clusters Score -270249.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -270385.281250 Penalty: 3745.127930
	Iteration 6Q: 3 clusters Score -270385.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -270479.656250 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -270479.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -270541.343750 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -270541.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -270582.812500 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -270582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -270606.093750 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -270606.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -270624.937500 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -270624.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -270643.531250 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -270643.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -270654.250000 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -270654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -270658.218750 Penalty: 3745.127930
	Iteration 14Q: 3 clusters Score -270658.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -270664.906250 Penalty: 3745.127930
	Iteration 15Q: 3 clusters Score -270664.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -270672.375000 Penalty: 3745.127930
	Iteration 16Q: 3 clusters Score -270672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -270674.750000 Penalty: 3745.127930
	Iteration 17Q: 3 clusters Score -270674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -270677.000000 Penalty: 3745.127930
	Iteration 18Q: 3 clusters Score -270677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -270677.000000 Penalty: 3745.127930
	Iteration 19F: 3 clusters Score -270677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188679 members 
Mstep: Class 21 contains 11831 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4383 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14374 members 
Mstep: Class 55 contains 184250 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769888.000000 Penalty: 249617.703125
Iteration 319Q: 73 clusters Score -1.337699e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10467 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188680 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9122 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39364 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9714 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14372 members 
Mstep: Class 55 contains 184249 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769888.000000 Penalty: 249617.703125
Iteration 320F: 73 clusters Score -1.337699e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188680 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9123 members 
Mstep: Class 26 contains 37326 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10109 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39363 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9716 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14371 members 
Mstep: Class 55 contains 184250 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769888.000000 Penalty: 249617.703125
Iteration 321Q: 73 clusters Score -1.337699e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188680 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43896 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9123 members 
Mstep: Class 26 contains 37324 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10109 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39363 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9721 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5569 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14365 members 
Mstep: Class 55 contains 184250 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9215 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769872.000000 Penalty: 249617.703125
Iteration 322Q: 73 clusters Score -1.337699e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26472 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188680 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9124 members 
Mstep: Class 26 contains 37326 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10109 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39365 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9725 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14351 members 
Mstep: Class 55 contains 184252 members 
Mstep: Class 56 contains 25490 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9216 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769832.000000 Penalty: 249617.703125
Iteration 323Q: 73 clusters Score -1.337698e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10469 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26472 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188681 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9130 members 
Mstep: Class 26 contains 37326 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10109 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9727 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14341 members 
Mstep: Class 55 contains 184248 members 
Mstep: Class 56 contains 25491 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9217 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769784.000000 Penalty: 249617.703125
Iteration 324Q: 73 clusters Score -1.337698e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10470 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26474 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188681 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9136 members 
Mstep: Class 26 contains 37324 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10109 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39368 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9728 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14335 members 
Mstep: Class 55 contains 184244 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9217 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769816.000000 Penalty: 249617.703125
Iteration 325Q: 73 clusters Score -1.337698e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10470 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26476 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188681 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 9138 members 
Mstep: Class 26 contains 37326 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10108 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9729 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14330 members 
Mstep: Class 55 contains 184240 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9217 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769840.000000 Penalty: 249617.703125
Iteration 326Q: 73 clusters Score -1.337698e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10470 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26478 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188681 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43897 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9140 members 
Mstep: Class 26 contains 37325 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10108 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9731 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14324 members 
Mstep: Class 55 contains 184240 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9217 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769832.000000 Penalty: 249617.703125
Iteration 327Q: 73 clusters Score -1.337698e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10470 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26476 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188681 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9142 members 
Mstep: Class 26 contains 37324 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39371 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9732 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14316 members 
Mstep: Class 55 contains 184241 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9217 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769816.000000 Penalty: 249617.703125
Iteration 328Q: 73 clusters Score -1.337698e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10470 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26476 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188682 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9143 members 
Mstep: Class 26 contains 37324 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39370 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9735 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5617 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8619 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14313 members 
Mstep: Class 55 contains 184240 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9219 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769784.000000 Penalty: 249617.703125
Iteration 329Q: 73 clusters Score -1.337698e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10470 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188683 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9146 members 
Mstep: Class 26 contains 37324 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10109 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14310 members 
Mstep: Class 55 contains 184237 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9221 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769752.000000 Penalty: 249617.703125
Iteration 330Q: 73 clusters Score -1.337698e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10469 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9222 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769784.000000 Penalty: 249617.703125
Iteration 331Q: 73 clusters Score -1.337698e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9224 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769776.000000 Penalty: 249617.703125
Iteration 332Q: 73 clusters Score -1.337698e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6617 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9223 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769800.000000 Penalty: 249617.703125
Iteration 333Q: 73 clusters Score -1.337698e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6617 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9222 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769808.000000 Penalty: 249617.703125
Iteration 334Q: 73 clusters Score -1.337698e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6617 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9222 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769808.000000 Penalty: 249617.703125
Iteration 335F: 73 clusters Score -1.337698e+08 nChanged 0
Entering ConstructFrom: 
Score: -133769808.000000 Penalty: 249617.703125
Entering ConstructFrom: 
Trying to split cluster 1 (52021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Entering Unmasked Estep 
Score: -6307572.500000 Penalty: 2693.131836
	Iteration 0F: 2 clusters Score -6307572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6272419.500000 Penalty: 5386.263672
	Iteration 0F: 3 clusters Score -6272420 nChanged 24145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -6285588.500000 Penalty: 5386.263672
	Iteration 1F: 3 clusters Score -6285588 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -6285975.500000 Penalty: 5386.263672
	Iteration 2Q: 3 clusters Score -6285976 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -6286343.500000 Penalty: 5386.263672
	Iteration 3Q: 3 clusters Score -6286344 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -6286748.000000 Penalty: 5386.263672
	Iteration 4Q: 3 clusters Score -6286748 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -6287182.000000 Penalty: 5386.263672
	Iteration 5Q: 3 clusters Score -6287182 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -6287831.000000 Penalty: 5386.263672
	Iteration 6Q: 3 clusters Score -6287831 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -6288789.000000 Penalty: 5386.263672
	Iteration 7Q: 3 clusters Score -6288789 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -6290448.000000 Penalty: 5386.263672
	Iteration 8F: 3 clusters Score -6290448 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -6292790.500000 Penalty: 5386.263672
	Iteration 9F: 3 clusters Score -6292790 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -6295954.000000 Penalty: 5386.263672
	Iteration 10F: 3 clusters Score -6295954 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -6299125.500000 Penalty: 5386.263672
	Iteration 11F: 3 clusters Score -6299126 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -6301777.000000 Penalty: 5386.263672
	Iteration 12F: 3 clusters Score -6301777 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -6303605.000000 Penalty: 5386.263672
	Iteration 13Q: 3 clusters Score -6303605 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6304726.500000 Penalty: 5386.263672
	Iteration 14Q: 3 clusters Score -6304726 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -6305262.000000 Penalty: 5386.263672
	Iteration 15Q: 3 clusters Score -6305262 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6305561.500000 Penalty: 5386.263672
	Iteration 16Q: 3 clusters Score -6305562 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6305736.000000 Penalty: 5386.263672
	Iteration 17Q: 3 clusters Score -6305736 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6305840.000000 Penalty: 5386.263672
	Iteration 18Q: 3 clusters Score -6305840 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6305893.000000 Penalty: 5386.263672
	Iteration 19Q: 3 clusters Score -6305893 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -6305949.500000 Penalty: 5386.263672
	Iteration 20F: 3 clusters Score -6305950 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -6305993.000000 Penalty: 5386.263672
	Iteration 21Q: 3 clusters Score -6305993 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -6306024.000000 Penalty: 5386.263672
	Iteration 22Q: 3 clusters Score -6306024 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -6306034.500000 Penalty: 5386.263672
	Iteration 23Q: 3 clusters Score -6306034 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -6306073.000000 Penalty: 5386.263672
	Iteration 24Q: 3 clusters Score -6306073 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -6306069.500000 Penalty: 5386.263672
	Iteration 25Q: 3 clusters Score -6306070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -6306100.500000 Penalty: 5386.263672
	Iteration 26Q: 3 clusters Score -6306100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -6306088.500000 Penalty: 5386.263672
	Iteration 27Q: 3 clusters Score -6306088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -6306094.000000 Penalty: 5386.263672
	Iteration 28Q: 3 clusters Score -6306094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -6306087.500000 Penalty: 5386.263672
	Iteration 29Q: 3 clusters Score -6306088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -6306092.000000 Penalty: 5386.263672
	Iteration 30Q: 3 clusters Score -6306092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -6306088.000000 Penalty: 5386.263672
	Iteration 31Q: 3 clusters Score -6306088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -6306096.500000 Penalty: 5386.263672
	Iteration 32Q: 3 clusters Score -6306096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -6306102.000000 Penalty: 5386.263672
	Iteration 33Q: 3 clusters Score -6306102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -6306101.500000 Penalty: 5386.263672
	Iteration 34Q: 3 clusters Score -6306102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6306124.500000 Penalty: 5386.263672
	Iteration 35Q: 3 clusters Score -6306124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -6306114.500000 Penalty: 5386.263672
	Iteration 36Q: 3 clusters Score -6306114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -6306121.500000 Penalty: 5386.263672
	Iteration 37Q: 3 clusters Score -6306122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -6306118.500000 Penalty: 5386.263672
	Iteration 38Q: 3 clusters Score -6306118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -6306123.500000 Penalty: 5386.263672
	Iteration 39Q: 3 clusters Score -6306124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -6306127.000000 Penalty: 5386.263672
	Iteration 40F: 3 clusters Score -6306127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -6306131.500000 Penalty: 5386.263672
	Iteration 41Q: 3 clusters Score -6306132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -6306133.500000 Penalty: 5386.263672
	Iteration 42Q: 3 clusters Score -6306134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -6306124.000000 Penalty: 5386.263672
	Iteration 43Q: 3 clusters Score -6306124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -6306122.500000 Penalty: 5386.263672
	Iteration 44Q: 3 clusters Score -6306122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -6306117.000000 Penalty: 5386.263672
	Iteration 45Q: 3 clusters Score -6306117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -6306129.000000 Penalty: 5386.263672
	Iteration 46Q: 3 clusters Score -6306129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -6306125.000000 Penalty: 5386.263672
	Iteration 47Q: 3 clusters Score -6306125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -6306122.000000 Penalty: 5386.263672
	Iteration 48Q: 3 clusters Score -6306122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -6306138.500000 Penalty: 5386.263672
	Iteration 49Q: 3 clusters Score -6306138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -6306143.500000 Penalty: 5386.263672
	Iteration 50Q: 3 clusters Score -6306144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -6306153.000000 Penalty: 5386.263672
	Iteration 51Q: 3 clusters Score -6306153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -6306142.000000 Penalty: 5386.263672
	Iteration 52Q: 3 clusters Score -6306142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -6306135.000000 Penalty: 5386.263672
	Iteration 53Q: 3 clusters Score -6306135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6306142.500000 Penalty: 5386.263672
	Iteration 54Q: 3 clusters Score -6306142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -6306139.000000 Penalty: 5386.263672
	Iteration 55Q: 3 clusters Score -6306139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -6306135.000000 Penalty: 5386.263672
	Iteration 56Q: 3 clusters Score -6306135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -6306137.000000 Penalty: 5386.263672
	Iteration 57Q: 3 clusters Score -6306137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -6306131.500000 Penalty: 5386.263672
	Iteration 58Q: 3 clusters Score -6306132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -6306133.500000 Penalty: 5386.263672
	Iteration 59Q: 3 clusters Score -6306134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -6306142.000000 Penalty: 5386.263672
	Iteration 60F: 3 clusters Score -6306142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -6306151.500000 Penalty: 5386.263672
	Iteration 61Q: 3 clusters Score -6306152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -6306142.000000 Penalty: 5386.263672
	Iteration 62Q: 3 clusters Score -6306142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -6306136.000000 Penalty: 5386.263672
	Iteration 63Q: 3 clusters Score -6306136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -6306127.500000 Penalty: 5386.263672
	Iteration 64Q: 3 clusters Score -6306128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -6306128.500000 Penalty: 5386.263672
	Iteration 65Q: 3 clusters Score -6306128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -6306124.000000 Penalty: 5386.263672
	Iteration 66Q: 3 clusters Score -6306124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -6306124.000000 Penalty: 5386.263672
	Iteration 67Q: 3 clusters Score -6306124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -6306128.000000 Penalty: 5386.263672
	Iteration 68Q: 3 clusters Score -6306128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -6306133.000000 Penalty: 5386.263672
	Iteration 69Q: 3 clusters Score -6306133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -6306132.500000 Penalty: 5386.263672
	Iteration 70Q: 3 clusters Score -6306132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6306136.500000 Penalty: 5386.263672
	Iteration 71Q: 3 clusters Score -6306136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -6306128.000000 Penalty: 5386.263672
	Iteration 72Q: 3 clusters Score -6306128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -6306128.000000 Penalty: 5386.263672
	Iteration 73F: 3 clusters Score -6306128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Entering Unmasked Estep 
Score: -4027782.000000 Penalty: 2596.319092
	Iteration 0F: 2 clusters Score -4027782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4003837.750000 Penalty: 5192.638184
	Iteration 0F: 3 clusters Score -4003838 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4012625.750000 Penalty: 5192.638184
	Iteration 1F: 3 clusters Score -4012626 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4013369.500000 Penalty: 5192.638184
	Iteration 2F: 3 clusters Score -4013370 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4014051.250000 Penalty: 5192.638184
	Iteration 3F: 3 clusters Score -4014051 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -4014706.750000 Penalty: 5192.638184
	Iteration 4Q: 3 clusters Score -4014707 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -4015412.500000 Penalty: 5192.638184
	Iteration 5Q: 3 clusters Score -4015412 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -4016248.500000 Penalty: 5192.638184
	Iteration 6Q: 3 clusters Score -4016248 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4017350.500000 Penalty: 5192.638184
	Iteration 7F: 3 clusters Score -4017350 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4018626.500000 Penalty: 5192.638184
	Iteration 8F: 3 clusters Score -4018626 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -4020016.000000 Penalty: 5192.638184
	Iteration 9F: 3 clusters Score -4020016 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -4021317.750000 Penalty: 5192.638184
	Iteration 10F: 3 clusters Score -4021318 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4022508.750000 Penalty: 5192.638184
	Iteration 11Q: 3 clusters Score -4022509 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -4023416.250000 Penalty: 5192.638184
	Iteration 12Q: 3 clusters Score -4023416 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4024053.500000 Penalty: 5192.638184
	Iteration 13Q: 3 clusters Score -4024054 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4024525.500000 Penalty: 5192.638184
	Iteration 14Q: 3 clusters Score -4024526 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4024819.500000 Penalty: 5192.638184
	Iteration 15Q: 3 clusters Score -4024820 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4025003.500000 Penalty: 5192.638184
	Iteration 16Q: 3 clusters Score -4025004 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4025149.250000 Penalty: 5192.638184
	Iteration 17Q: 3 clusters Score -4025149 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4025224.250000 Penalty: 5192.638184
	Iteration 18Q: 3 clusters Score -4025224 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4025286.500000 Penalty: 5192.638184
	Iteration 19Q: 3 clusters Score -4025286 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4025346.000000 Penalty: 5192.638184
	Iteration 20F: 3 clusters Score -4025346 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4025400.750000 Penalty: 5192.638184
	Iteration 21Q: 3 clusters Score -4025401 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4025440.750000 Penalty: 5192.638184
	Iteration 22Q: 3 clusters Score -4025441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4025486.250000 Penalty: 5192.638184
	Iteration 23Q: 3 clusters Score -4025486 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4025525.750000 Penalty: 5192.638184
	Iteration 24Q: 3 clusters Score -4025526 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4025556.250000 Penalty: 5192.638184
	Iteration 25Q: 3 clusters Score -4025556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4025581.500000 Penalty: 5192.638184
	Iteration 26Q: 3 clusters Score -4025582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4025619.250000 Penalty: 5192.638184
	Iteration 27Q: 3 clusters Score -4025619 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4025648.000000 Penalty: 5192.638184
	Iteration 28Q: 3 clusters Score -4025648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4025645.750000 Penalty: 5192.638184
	Iteration 29Q: 3 clusters Score -4025646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4025649.250000 Penalty: 5192.638184
	Iteration 30Q: 3 clusters Score -4025649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4025665.500000 Penalty: 5192.638184
	Iteration 31Q: 3 clusters Score -4025666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4025670.750000 Penalty: 5192.638184
	Iteration 32Q: 3 clusters Score -4025671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4025682.000000 Penalty: 5192.638184
	Iteration 33Q: 3 clusters Score -4025682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4025683.250000 Penalty: 5192.638184
	Iteration 34Q: 3 clusters Score -4025683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4025687.500000 Penalty: 5192.638184
	Iteration 35Q: 3 clusters Score -4025688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4025694.250000 Penalty: 5192.638184
	Iteration 36Q: 3 clusters Score -4025694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4025697.500000 Penalty: 5192.638184
	Iteration 37Q: 3 clusters Score -4025698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4025698.000000 Penalty: 5192.638184
	Iteration 38Q: 3 clusters Score -4025698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4025704.250000 Penalty: 5192.638184
	Iteration 39Q: 3 clusters Score -4025704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4025713.250000 Penalty: 5192.638184
	Iteration 40F: 3 clusters Score -4025713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4025711.000000 Penalty: 5192.638184
	Iteration 41Q: 3 clusters Score -4025711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4025716.000000 Penalty: 5192.638184
	Iteration 42Q: 3 clusters Score -4025716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4025717.000000 Penalty: 5192.638184
	Iteration 43Q: 3 clusters Score -4025717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4025720.500000 Penalty: 5192.638184
	Iteration 44Q: 3 clusters Score -4025720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4025730.750000 Penalty: 5192.638184
	Iteration 45Q: 3 clusters Score -4025731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4025730.500000 Penalty: 5192.638184
	Iteration 46Q: 3 clusters Score -4025730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4025730.500000 Penalty: 5192.638184
	Iteration 47Q: 3 clusters Score -4025730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4025741.000000 Penalty: 5192.638184
	Iteration 48Q: 3 clusters Score -4025741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4025754.000000 Penalty: 5192.638184
	Iteration 49Q: 3 clusters Score -4025754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4025761.000000 Penalty: 5192.638184
	Iteration 50Q: 3 clusters Score -4025761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4025755.000000 Penalty: 5192.638184
	Iteration 51Q: 3 clusters Score -4025755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4025767.000000 Penalty: 5192.638184
	Iteration 52Q: 3 clusters Score -4025767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4025765.250000 Penalty: 5192.638184
	Iteration 53Q: 3 clusters Score -4025765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4025771.750000 Penalty: 5192.638184
	Iteration 54Q: 3 clusters Score -4025772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4025767.500000 Penalty: 5192.638184
	Iteration 55Q: 3 clusters Score -4025768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4025770.500000 Penalty: 5192.638184
	Iteration 56Q: 3 clusters Score -4025770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4025772.250000 Penalty: 5192.638184
	Iteration 57Q: 3 clusters Score -4025772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4025769.250000 Penalty: 5192.638184
	Iteration 58Q: 3 clusters Score -4025769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4025770.500000 Penalty: 5192.638184
	Iteration 59Q: 3 clusters Score -4025770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4025766.250000 Penalty: 5192.638184
	Iteration 60F: 3 clusters Score -4025766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4025763.500000 Penalty: 5192.638184
	Iteration 61Q: 3 clusters Score -4025764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4025768.250000 Penalty: 5192.638184
	Iteration 62Q: 3 clusters Score -4025768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4025770.750000 Penalty: 5192.638184
	Iteration 63Q: 3 clusters Score -4025771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4025770.250000 Penalty: 5192.638184
	Iteration 64Q: 3 clusters Score -4025770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4025770.500000 Penalty: 5192.638184
	Iteration 65Q: 3 clusters Score -4025770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4025774.500000 Penalty: 5192.638184
	Iteration 66Q: 3 clusters Score -4025774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4025775.500000 Penalty: 5192.638184
	Iteration 67Q: 3 clusters Score -4025776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4025775.000000 Penalty: 5192.638184
	Iteration 68Q: 3 clusters Score -4025775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4025771.000000 Penalty: 5192.638184
	Iteration 69Q: 3 clusters Score -4025771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4025777.000000 Penalty: 5192.638184
	Iteration 70Q: 3 clusters Score -4025777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4025785.000000 Penalty: 5192.638184
	Iteration 71Q: 3 clusters Score -4025785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4025783.250000 Penalty: 5192.638184
	Iteration 72Q: 3 clusters Score -4025783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4025791.000000 Penalty: 5192.638184
	Iteration 73Q: 3 clusters Score -4025791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4025788.750000 Penalty: 5192.638184
	Iteration 74Q: 3 clusters Score -4025789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4025798.250000 Penalty: 5192.638184
	Iteration 75Q: 3 clusters Score -4025798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4025798.000000 Penalty: 5192.638184
	Iteration 76Q: 3 clusters Score -4025798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4025803.000000 Penalty: 5192.638184
	Iteration 77Q: 3 clusters Score -4025803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4025800.250000 Penalty: 5192.638184
	Iteration 78Q: 3 clusters Score -4025800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4025804.250000 Penalty: 5192.638184
	Iteration 79Q: 3 clusters Score -4025804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4025802.500000 Penalty: 5192.638184
	Iteration 80F: 3 clusters Score -4025802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4025805.500000 Penalty: 5192.638184
	Iteration 81Q: 3 clusters Score -4025806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4025807.500000 Penalty: 5192.638184
	Iteration 82Q: 3 clusters Score -4025808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4025808.500000 Penalty: 5192.638184
	Iteration 83Q: 3 clusters Score -4025808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4025804.500000 Penalty: 5192.638184
	Iteration 84Q: 3 clusters Score -4025804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4025810.500000 Penalty: 5192.638184
	Iteration 85Q: 3 clusters Score -4025810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4025808.250000 Penalty: 5192.638184
	Iteration 86Q: 3 clusters Score -4025808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4025810.250000 Penalty: 5192.638184
	Iteration 87Q: 3 clusters Score -4025810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4025815.250000 Penalty: 5192.638184
	Iteration 88Q: 3 clusters Score -4025815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4025820.250000 Penalty: 5192.638184
	Iteration 89Q: 3 clusters Score -4025820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4025814.000000 Penalty: 5192.638184
	Iteration 90Q: 3 clusters Score -4025814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4025812.250000 Penalty: 5192.638184
	Iteration 91Q: 3 clusters Score -4025812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4025816.250000 Penalty: 5192.638184
	Iteration 92Q: 3 clusters Score -4025816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4025819.250000 Penalty: 5192.638184
	Iteration 93Q: 3 clusters Score -4025819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4025819.250000 Penalty: 5192.638184
	Iteration 94F: 3 clusters Score -4025819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Entering Unmasked Estep 
Score: -2210529.250000 Penalty: 2444.047852
	Iteration 0F: 2 clusters Score -2210529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2197012.500000 Penalty: 4888.095703
	Iteration 0F: 3 clusters Score -2197012 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2201735.250000 Penalty: 4888.095703
	Iteration 1F: 3 clusters Score -2201735 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2202308.000000 Penalty: 4888.095703
	Iteration 2F: 3 clusters Score -2202308 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2202829.750000 Penalty: 4888.095703
	Iteration 3F: 3 clusters Score -2202830 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2203449.000000 Penalty: 4888.095703
	Iteration 4F: 3 clusters Score -2203449 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2204103.250000 Penalty: 4888.095703
	Iteration 5F: 3 clusters Score -2204103 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2204768.750000 Penalty: 4888.095703
	Iteration 6F: 3 clusters Score -2204769 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2205511.500000 Penalty: 4888.095703
	Iteration 7F: 3 clusters Score -2205512 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2206422.250000 Penalty: 4888.095703
	Iteration 8F: 3 clusters Score -2206422 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2207575.000000 Penalty: 4888.095703
	Iteration 9F: 3 clusters Score -2207575 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2208546.250000 Penalty: 4888.095703
	Iteration 10Q: 3 clusters Score -2208546 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2209038.750000 Penalty: 4888.095703
	Iteration 11Q: 3 clusters Score -2209039 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2209301.250000 Penalty: 4888.095703
	Iteration 12Q: 3 clusters Score -2209301 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2209454.500000 Penalty: 4888.095703
	Iteration 13Q: 3 clusters Score -2209454 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2209555.750000 Penalty: 4888.095703
	Iteration 14Q: 3 clusters Score -2209556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2209610.000000 Penalty: 4888.095703
	Iteration 15Q: 3 clusters Score -2209610 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2209635.250000 Penalty: 4888.095703
	Iteration 16Q: 3 clusters Score -2209635 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2209657.500000 Penalty: 4888.095703
	Iteration 17Q: 3 clusters Score -2209658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2209665.750000 Penalty: 4888.095703
	Iteration 18Q: 3 clusters Score -2209666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2209682.750000 Penalty: 4888.095703
	Iteration 19Q: 3 clusters Score -2209683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2209694.500000 Penalty: 4888.095703
	Iteration 20F: 3 clusters Score -2209694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2209693.000000 Penalty: 4888.095703
	Iteration 21Q: 3 clusters Score -2209693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2209698.750000 Penalty: 4888.095703
	Iteration 22Q: 3 clusters Score -2209699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2209697.750000 Penalty: 4888.095703
	Iteration 23Q: 3 clusters Score -2209698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2209697.500000 Penalty: 4888.095703
	Iteration 24Q: 3 clusters Score -2209698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2209696.000000 Penalty: 4888.095703
	Iteration 25Q: 3 clusters Score -2209696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2209698.250000 Penalty: 4888.095703
	Iteration 26Q: 3 clusters Score -2209698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2209704.750000 Penalty: 4888.095703
	Iteration 27Q: 3 clusters Score -2209705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2209708.750000 Penalty: 4888.095703
	Iteration 28Q: 3 clusters Score -2209709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2209708.500000 Penalty: 4888.095703
	Iteration 29Q: 3 clusters Score -2209708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2209711.000000 Penalty: 4888.095703
	Iteration 30Q: 3 clusters Score -2209711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2209712.500000 Penalty: 4888.095703
	Iteration 31Q: 3 clusters Score -2209712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2209716.750000 Penalty: 4888.095703
	Iteration 32Q: 3 clusters Score -2209717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2209718.250000 Penalty: 4888.095703
	Iteration 33Q: 3 clusters Score -2209718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2209717.000000 Penalty: 4888.095703
	Iteration 34Q: 3 clusters Score -2209717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2209713.500000 Penalty: 4888.095703
	Iteration 35Q: 3 clusters Score -2209714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2209714.000000 Penalty: 4888.095703
	Iteration 36Q: 3 clusters Score -2209714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2209716.750000 Penalty: 4888.095703
	Iteration 37Q: 3 clusters Score -2209717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2209714.500000 Penalty: 4888.095703
	Iteration 38Q: 3 clusters Score -2209714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2209716.000000 Penalty: 4888.095703
	Iteration 39Q: 3 clusters Score -2209716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2209716.250000 Penalty: 4888.095703
	Iteration 40F: 3 clusters Score -2209716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2209714.000000 Penalty: 4888.095703
	Iteration 41Q: 3 clusters Score -2209714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2209716.750000 Penalty: 4888.095703
	Iteration 42Q: 3 clusters Score -2209717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2209716.750000 Penalty: 4888.095703
	Iteration 43F: 3 clusters Score -2209717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -311773.343750 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -311773.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -308749.875000 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -308749.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -309349.843750 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -309349.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -309466.843750 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -309466.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -309538.187500 Penalty: 3906.247559
	Iteration 3Q: 3 clusters Score -309538.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -309584.406250 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -309584.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -309620.375000 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -309620.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -309641.250000 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -309641.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -309656.500000 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -309656.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -309672.593750 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -309672.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -309685.187500 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -309685.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -309696.437500 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -309696.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -309706.156250 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -309706.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -309717.781250 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -309717.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -309731.000000 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -309731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -309744.750000 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -309744.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -309755.125000 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -309755.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -309762.406250 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -309762.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -309765.593750 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -309765.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -309768.937500 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -309768.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -309774.093750 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -309774.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -309777.562500 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -309777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -309782.468750 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -309782.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -309787.468750 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -309787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -309789.125000 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -309789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -309790.250000 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -309790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -309791.812500 Penalty: 3906.247559
	Iteration 25Q: 3 clusters Score -309791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -309792.312500 Penalty: 3906.247559
	Iteration 26Q: 3 clusters Score -309792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -309792.312500 Penalty: 3906.247559
	Iteration 27F: 3 clusters Score -309792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -728530.062500 Penalty: 2174.567627
	Iteration 0F: 2 clusters Score -728530.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -723112.375000 Penalty: 4349.135254
	Iteration 0F: 3 clusters Score -723112.4 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -724579.875000 Penalty: 4349.135254
	Iteration 1F: 3 clusters Score -724579.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -724960.500000 Penalty: 4349.135254
	Iteration 2F: 3 clusters Score -724960.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -725251.562500 Penalty: 4349.135254
	Iteration 3F: 3 clusters Score -725251.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -725519.312500 Penalty: 4349.135254
	Iteration 4F: 3 clusters Score -725519.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -725771.187500 Penalty: 4349.135254
	Iteration 5F: 3 clusters Score -725771.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -725995.750000 Penalty: 4349.135254
	Iteration 6Q: 3 clusters Score -725995.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -726182.875000 Penalty: 4349.135254
	Iteration 7Q: 3 clusters Score -726182.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -726333.062500 Penalty: 4349.135254
	Iteration 8Q: 3 clusters Score -726333.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -726442.750000 Penalty: 4349.135254
	Iteration 9Q: 3 clusters Score -726442.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -726528.750000 Penalty: 4349.135254
	Iteration 10Q: 3 clusters Score -726528.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -726586.812500 Penalty: 4349.135254
	Iteration 11Q: 3 clusters Score -726586.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -726623.000000 Penalty: 4349.135254
	Iteration 12Q: 3 clusters Score -726623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -726648.062500 Penalty: 4349.135254
	Iteration 13Q: 3 clusters Score -726648.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -726660.812500 Penalty: 4349.135254
	Iteration 14Q: 3 clusters Score -726660.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -726669.687500 Penalty: 4349.135254
	Iteration 15Q: 3 clusters Score -726669.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -726678.250000 Penalty: 4349.135254
	Iteration 16Q: 3 clusters Score -726678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -726682.062500 Penalty: 4349.135254
	Iteration 17Q: 3 clusters Score -726682.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -726684.250000 Penalty: 4349.135254
	Iteration 18Q: 3 clusters Score -726684.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -726687.312500 Penalty: 4349.135254
	Iteration 19Q: 3 clusters Score -726687.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -726691.312500 Penalty: 4349.135254
	Iteration 20F: 3 clusters Score -726691.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -726694.187500 Penalty: 4349.135254
	Iteration 21Q: 3 clusters Score -726694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -726694.875000 Penalty: 4349.135254
	Iteration 22Q: 3 clusters Score -726694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -726695.750000 Penalty: 4349.135254
	Iteration 23Q: 3 clusters Score -726695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -726695.875000 Penalty: 4349.135254
	Iteration 24Q: 3 clusters Score -726695.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -726695.875000 Penalty: 4349.135254
	Iteration 25F: 3 clusters Score -726695.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Entering Unmasked Estep 
Score: -1313313.875000 Penalty: 2307.891602
	Iteration 0F: 2 clusters Score -1313314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1305052.750000 Penalty: 4615.783203
	Iteration 0F: 3 clusters Score -1305053 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1307497.125000 Penalty: 4615.783203
	Iteration 1F: 3 clusters Score -1307497 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1307820.375000 Penalty: 4615.783203
	Iteration 2F: 3 clusters Score -1307820 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1308114.000000 Penalty: 4615.783203
	Iteration 3F: 3 clusters Score -1308114 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1308389.000000 Penalty: 4615.783203
	Iteration 4Q: 3 clusters Score -1308389 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1308689.750000 Penalty: 4615.783203
	Iteration 5Q: 3 clusters Score -1308690 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1309047.250000 Penalty: 4615.783203
	Iteration 6F: 3 clusters Score -1309047 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1309494.125000 Penalty: 4615.783203
	Iteration 7F: 3 clusters Score -1309494 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1310039.500000 Penalty: 4615.783203
	Iteration 8F: 3 clusters Score -1310040 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1310551.375000 Penalty: 4615.783203
	Iteration 9F: 3 clusters Score -1310551 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1310939.500000 Penalty: 4615.783203
	Iteration 10Q: 3 clusters Score -1310940 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1311228.250000 Penalty: 4615.783203
	Iteration 11Q: 3 clusters Score -1311228 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1311387.875000 Penalty: 4615.783203
	Iteration 12Q: 3 clusters Score -1311388 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1311471.500000 Penalty: 4615.783203
	Iteration 13Q: 3 clusters Score -1311472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1311522.750000 Penalty: 4615.783203
	Iteration 14Q: 3 clusters Score -1311523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1311554.000000 Penalty: 4615.783203
	Iteration 15Q: 3 clusters Score -1311554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1311570.875000 Penalty: 4615.783203
	Iteration 16Q: 3 clusters Score -1311571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1311581.625000 Penalty: 4615.783203
	Iteration 17Q: 3 clusters Score -1311582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1311584.000000 Penalty: 4615.783203
	Iteration 18Q: 3 clusters Score -1311584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1311589.250000 Penalty: 4615.783203
	Iteration 19Q: 3 clusters Score -1311589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1311591.000000 Penalty: 4615.783203
	Iteration 20F: 3 clusters Score -1311591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1311594.250000 Penalty: 4615.783203
	Iteration 21Q: 3 clusters Score -1311594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1311595.250000 Penalty: 4615.783203
	Iteration 22Q: 3 clusters Score -1311595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1311596.625000 Penalty: 4615.783203
	Iteration 23Q: 3 clusters Score -1311597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1311596.500000 Penalty: 4615.783203
	Iteration 24Q: 3 clusters Score -1311596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1311596.250000 Penalty: 4615.783203
	Iteration 25Q: 3 clusters Score -1311596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1311596.375000 Penalty: 4615.783203
	Iteration 26Q: 3 clusters Score -1311596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1311596.375000 Penalty: 4615.783203
	Iteration 27F: 3 clusters Score -1311596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Entering Unmasked Estep 
Score: -3049209.500000 Penalty: 2539.270752
	Iteration 0F: 2 clusters Score -3049210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3029822.750000 Penalty: 5078.541504
	Iteration 0F: 3 clusters Score -3029823 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3036852.000000 Penalty: 5078.541504
	Iteration 1F: 3 clusters Score -3036852 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3037463.000000 Penalty: 5078.541504
	Iteration 2F: 3 clusters Score -3037463 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3038007.250000 Penalty: 5078.541504
	Iteration 3Q: 3 clusters Score -3038007 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3038545.250000 Penalty: 5078.541504
	Iteration 4Q: 3 clusters Score -3038545 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3039123.750000 Penalty: 5078.541504
	Iteration 5Q: 3 clusters Score -3039124 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3039796.750000 Penalty: 5078.541504
	Iteration 6Q: 3 clusters Score -3039797 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -3040498.000000 Penalty: 5078.541504
	Iteration 7Q: 3 clusters Score -3040498 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3041254.000000 Penalty: 5078.541504
	Iteration 8Q: 3 clusters Score -3041254 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3042026.500000 Penalty: 5078.541504
	Iteration 9Q: 3 clusters Score -3042026 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3042782.500000 Penalty: 5078.541504
	Iteration 10Q: 3 clusters Score -3042782 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -3043461.750000 Penalty: 5078.541504
	Iteration 11Q: 3 clusters Score -3043462 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3044011.500000 Penalty: 5078.541504
	Iteration 12Q: 3 clusters Score -3044012 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3044381.750000 Penalty: 5078.541504
	Iteration 13Q: 3 clusters Score -3044382 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3044716.000000 Penalty: 5078.541504
	Iteration 14Q: 3 clusters Score -3044716 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3045010.250000 Penalty: 5078.541504
	Iteration 15Q: 3 clusters Score -3045010 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3045298.500000 Penalty: 5078.541504
	Iteration 16Q: 3 clusters Score -3045298 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3045560.500000 Penalty: 5078.541504
	Iteration 17Q: 3 clusters Score -3045560 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3045780.000000 Penalty: 5078.541504
	Iteration 18Q: 3 clusters Score -3045780 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3046023.250000 Penalty: 5078.541504
	Iteration 19Q: 3 clusters Score -3046023 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3046236.500000 Penalty: 5078.541504
	Iteration 20F: 3 clusters Score -3046236 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3046413.750000 Penalty: 5078.541504
	Iteration 21Q: 3 clusters Score -3046414 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3046565.750000 Penalty: 5078.541504
	Iteration 22Q: 3 clusters Score -3046566 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3046666.500000 Penalty: 5078.541504
	Iteration 23Q: 3 clusters Score -3046666 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3046740.500000 Penalty: 5078.541504
	Iteration 24Q: 3 clusters Score -3046740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3046816.000000 Penalty: 5078.541504
	Iteration 25Q: 3 clusters Score -3046816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3046886.250000 Penalty: 5078.541504
	Iteration 26Q: 3 clusters Score -3046886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3046923.250000 Penalty: 5078.541504
	Iteration 27Q: 3 clusters Score -3046923 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3046946.500000 Penalty: 5078.541504
	Iteration 28Q: 3 clusters Score -3046946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3046962.500000 Penalty: 5078.541504
	Iteration 29Q: 3 clusters Score -3046962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3046977.500000 Penalty: 5078.541504
	Iteration 30Q: 3 clusters Score -3046978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3046991.500000 Penalty: 5078.541504
	Iteration 31Q: 3 clusters Score -3046992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3047008.000000 Penalty: 5078.541504
	Iteration 32Q: 3 clusters Score -3047008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3047013.750000 Penalty: 5078.541504
	Iteration 33Q: 3 clusters Score -3047014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3047016.500000 Penalty: 5078.541504
	Iteration 34Q: 3 clusters Score -3047016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3047023.750000 Penalty: 5078.541504
	Iteration 35Q: 3 clusters Score -3047024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3047025.750000 Penalty: 5078.541504
	Iteration 36Q: 3 clusters Score -3047026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3047029.750000 Penalty: 5078.541504
	Iteration 37Q: 3 clusters Score -3047030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3047029.500000 Penalty: 5078.541504
	Iteration 38Q: 3 clusters Score -3047030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3047039.500000 Penalty: 5078.541504
	Iteration 39Q: 3 clusters Score -3047040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3047044.250000 Penalty: 5078.541504
	Iteration 40F: 3 clusters Score -3047044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3047041.500000 Penalty: 5078.541504
	Iteration 41Q: 3 clusters Score -3047042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3047042.750000 Penalty: 5078.541504
	Iteration 42Q: 3 clusters Score -3047043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3047043.500000 Penalty: 5078.541504
	Iteration 43Q: 3 clusters Score -3047044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3047048.750000 Penalty: 5078.541504
	Iteration 44Q: 3 clusters Score -3047049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3047053.000000 Penalty: 5078.541504
	Iteration 45Q: 3 clusters Score -3047053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3047054.250000 Penalty: 5078.541504
	Iteration 46Q: 3 clusters Score -3047054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3047051.000000 Penalty: 5078.541504
	Iteration 47Q: 3 clusters Score -3047051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3047048.500000 Penalty: 5078.541504
	Iteration 48Q: 3 clusters Score -3047048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3047046.250000 Penalty: 5078.541504
	Iteration 49Q: 3 clusters Score -3047046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3047050.750000 Penalty: 5078.541504
	Iteration 50Q: 3 clusters Score -3047051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3047054.250000 Penalty: 5078.541504
	Iteration 51Q: 3 clusters Score -3047054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3047060.750000 Penalty: 5078.541504
	Iteration 52Q: 3 clusters Score -3047061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3047060.500000 Penalty: 5078.541504
	Iteration 53Q: 3 clusters Score -3047060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3047065.000000 Penalty: 5078.541504
	Iteration 54Q: 3 clusters Score -3047065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3047062.250000 Penalty: 5078.541504
	Iteration 55Q: 3 clusters Score -3047062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3047064.750000 Penalty: 5078.541504
	Iteration 56Q: 3 clusters Score -3047065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3047071.250000 Penalty: 5078.541504
	Iteration 57Q: 3 clusters Score -3047071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3047067.750000 Penalty: 5078.541504
	Iteration 58Q: 3 clusters Score -3047068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3047073.000000 Penalty: 5078.541504
	Iteration 59Q: 3 clusters Score -3047073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3047070.750000 Penalty: 5078.541504
	Iteration 60F: 3 clusters Score -3047071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3047076.000000 Penalty: 5078.541504
	Iteration 61Q: 3 clusters Score -3047076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3047073.250000 Penalty: 5078.541504
	Iteration 62Q: 3 clusters Score -3047073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3047076.250000 Penalty: 5078.541504
	Iteration 63Q: 3 clusters Score -3047076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3047076.250000 Penalty: 5078.541504
	Iteration 64F: 3 clusters Score -3047076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Entering Unmasked Estep 
Score: -1941195.125000 Penalty: 2406.319092
	Iteration 0F: 2 clusters Score -1941195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1929552.625000 Penalty: 4812.638184
	Iteration 0F: 3 clusters Score -1929553 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1933274.250000 Penalty: 4812.638184
	Iteration 1F: 3 clusters Score -1933274 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1933687.375000 Penalty: 4812.638184
	Iteration 2F: 3 clusters Score -1933687 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1934057.125000 Penalty: 4812.638184
	Iteration 3Q: 3 clusters Score -1934057 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1934395.625000 Penalty: 4812.638184
	Iteration 4Q: 3 clusters Score -1934396 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1934759.500000 Penalty: 4812.638184
	Iteration 5Q: 3 clusters Score -1934760 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1935171.250000 Penalty: 4812.638184
	Iteration 6Q: 3 clusters Score -1935171 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1935643.875000 Penalty: 4812.638184
	Iteration 7Q: 3 clusters Score -1935644 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1936176.250000 Penalty: 4812.638184
	Iteration 8F: 3 clusters Score -1936176 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1936675.625000 Penalty: 4812.638184
	Iteration 9F: 3 clusters Score -1936676 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1937078.000000 Penalty: 4812.638184
	Iteration 10Q: 3 clusters Score -1937078 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1937408.750000 Penalty: 4812.638184
	Iteration 11Q: 3 clusters Score -1937409 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1937657.375000 Penalty: 4812.638184
	Iteration 12Q: 3 clusters Score -1937657 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1937865.000000 Penalty: 4812.638184
	Iteration 13Q: 3 clusters Score -1937865 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1938052.125000 Penalty: 4812.638184
	Iteration 14Q: 3 clusters Score -1938052 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1938198.250000 Penalty: 4812.638184
	Iteration 15Q: 3 clusters Score -1938198 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1938317.000000 Penalty: 4812.638184
	Iteration 16Q: 3 clusters Score -1938317 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1938409.875000 Penalty: 4812.638184
	Iteration 17Q: 3 clusters Score -1938410 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1938504.250000 Penalty: 4812.638184
	Iteration 18Q: 3 clusters Score -1938504 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1938569.625000 Penalty: 4812.638184
	Iteration 19Q: 3 clusters Score -1938570 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1938599.750000 Penalty: 4812.638184
	Iteration 20F: 3 clusters Score -1938600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1938638.875000 Penalty: 4812.638184
	Iteration 21Q: 3 clusters Score -1938639 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1938661.000000 Penalty: 4812.638184
	Iteration 22Q: 3 clusters Score -1938661 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1938688.250000 Penalty: 4812.638184
	Iteration 23Q: 3 clusters Score -1938688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1938693.000000 Penalty: 4812.638184
	Iteration 24Q: 3 clusters Score -1938693 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1938706.125000 Penalty: 4812.638184
	Iteration 25Q: 3 clusters Score -1938706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1938713.125000 Penalty: 4812.638184
	Iteration 26Q: 3 clusters Score -1938713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1938719.875000 Penalty: 4812.638184
	Iteration 27Q: 3 clusters Score -1938720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1938732.500000 Penalty: 4812.638184
	Iteration 28Q: 3 clusters Score -1938732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1938730.375000 Penalty: 4812.638184
	Iteration 29Q: 3 clusters Score -1938730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1938740.500000 Penalty: 4812.638184
	Iteration 30Q: 3 clusters Score -1938740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1938744.500000 Penalty: 4812.638184
	Iteration 31Q: 3 clusters Score -1938744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1938749.000000 Penalty: 4812.638184
	Iteration 32Q: 3 clusters Score -1938749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1938743.750000 Penalty: 4812.638184
	Iteration 33Q: 3 clusters Score -1938744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1938752.125000 Penalty: 4812.638184
	Iteration 34Q: 3 clusters Score -1938752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1938748.500000 Penalty: 4812.638184
	Iteration 35Q: 3 clusters Score -1938748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1938752.500000 Penalty: 4812.638184
	Iteration 36Q: 3 clusters Score -1938752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1938755.750000 Penalty: 4812.638184
	Iteration 37Q: 3 clusters Score -1938756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1938759.375000 Penalty: 4812.638184
	Iteration 38Q: 3 clusters Score -1938759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1938758.000000 Penalty: 4812.638184
	Iteration 39Q: 3 clusters Score -1938758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1938757.125000 Penalty: 4812.638184
	Iteration 40F: 3 clusters Score -1938757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1938757.125000 Penalty: 4812.638184
	Iteration 41Q: 3 clusters Score -1938757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1938756.500000 Penalty: 4812.638184
	Iteration 42Q: 3 clusters Score -1938756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1938759.750000 Penalty: 4812.638184
	Iteration 43Q: 3 clusters Score -1938760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1938759.500000 Penalty: 4812.638184
	Iteration 44Q: 3 clusters Score -1938760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1938758.625000 Penalty: 4812.638184
	Iteration 45Q: 3 clusters Score -1938759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1938761.500000 Penalty: 4812.638184
	Iteration 46Q: 3 clusters Score -1938762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1938762.875000 Penalty: 4812.638184
	Iteration 47Q: 3 clusters Score -1938763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1938769.625000 Penalty: 4812.638184
	Iteration 48Q: 3 clusters Score -1938770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1938769.625000 Penalty: 4812.638184
	Iteration 49F: 3 clusters Score -1938770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Entering Unmasked Estep 
Score: -2575746.250000 Penalty: 2477.641846
	Iteration 0F: 2 clusters Score -2575746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2560528.500000 Penalty: 4955.283691
	Iteration 0F: 3 clusters Score -2560528 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2566127.000000 Penalty: 4955.283691
	Iteration 1F: 3 clusters Score -2566127 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2566802.500000 Penalty: 4955.283691
	Iteration 2F: 3 clusters Score -2566802 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2567347.000000 Penalty: 4955.283691
	Iteration 3F: 3 clusters Score -2567347 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2567791.500000 Penalty: 4955.283691
	Iteration 4Q: 3 clusters Score -2567792 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2568211.750000 Penalty: 4955.283691
	Iteration 5Q: 3 clusters Score -2568212 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2568625.500000 Penalty: 4955.283691
	Iteration 6Q: 3 clusters Score -2568626 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2569100.250000 Penalty: 4955.283691
	Iteration 7Q: 3 clusters Score -2569100 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2569681.000000 Penalty: 4955.283691
	Iteration 8Q: 3 clusters Score -2569681 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2570347.500000 Penalty: 4955.283691
	Iteration 9F: 3 clusters Score -2570348 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2571090.500000 Penalty: 4955.283691
	Iteration 10F: 3 clusters Score -2571090 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2571908.000000 Penalty: 4955.283691
	Iteration 11F: 3 clusters Score -2571908 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2572668.500000 Penalty: 4955.283691
	Iteration 12Q: 3 clusters Score -2572668 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2573292.750000 Penalty: 4955.283691
	Iteration 13Q: 3 clusters Score -2573293 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2573730.500000 Penalty: 4955.283691
	Iteration 14Q: 3 clusters Score -2573730 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2573999.500000 Penalty: 4955.283691
	Iteration 15Q: 3 clusters Score -2574000 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2574172.750000 Penalty: 4955.283691
	Iteration 16Q: 3 clusters Score -2574173 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2574304.750000 Penalty: 4955.283691
	Iteration 17Q: 3 clusters Score -2574305 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2574379.500000 Penalty: 4955.283691
	Iteration 18Q: 3 clusters Score -2574380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2574432.250000 Penalty: 4955.283691
	Iteration 19Q: 3 clusters Score -2574432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2574454.000000 Penalty: 4955.283691
	Iteration 20F: 3 clusters Score -2574454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2574478.000000 Penalty: 4955.283691
	Iteration 21Q: 3 clusters Score -2574478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2574492.750000 Penalty: 4955.283691
	Iteration 22Q: 3 clusters Score -2574493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2574507.250000 Penalty: 4955.283691
	Iteration 23Q: 3 clusters Score -2574507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2574515.250000 Penalty: 4955.283691
	Iteration 24Q: 3 clusters Score -2574515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2574527.500000 Penalty: 4955.283691
	Iteration 25Q: 3 clusters Score -2574528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2574533.750000 Penalty: 4955.283691
	Iteration 26Q: 3 clusters Score -2574534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2574542.000000 Penalty: 4955.283691
	Iteration 27Q: 3 clusters Score -2574542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2574558.750000 Penalty: 4955.283691
	Iteration 28Q: 3 clusters Score -2574559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2574563.750000 Penalty: 4955.283691
	Iteration 29Q: 3 clusters Score -2574564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2574569.500000 Penalty: 4955.283691
	Iteration 30Q: 3 clusters Score -2574570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2574570.000000 Penalty: 4955.283691
	Iteration 31Q: 3 clusters Score -2574570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2574576.750000 Penalty: 4955.283691
	Iteration 32Q: 3 clusters Score -2574577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2574575.500000 Penalty: 4955.283691
	Iteration 33Q: 3 clusters Score -2574576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2574575.750000 Penalty: 4955.283691
	Iteration 34Q: 3 clusters Score -2574576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2574577.250000 Penalty: 4955.283691
	Iteration 35Q: 3 clusters Score -2574577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2574574.250000 Penalty: 4955.283691
	Iteration 36Q: 3 clusters Score -2574574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2574577.500000 Penalty: 4955.283691
	Iteration 37Q: 3 clusters Score -2574578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2574577.500000 Penalty: 4955.283691
	Iteration 38F: 3 clusters Score -2574578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -348006.031250 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -348006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -345114.000000 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -345114 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -346004.156250 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -346004.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -346348.406250 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -346348.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -346545.125000 Penalty: 3874.537842
	Iteration 3F: 3 clusters Score -346545.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -346682.781250 Penalty: 3874.537842
	Iteration 4Q: 3 clusters Score -346682.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -346798.500000 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -346798.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -346888.781250 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -346888.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -346941.656250 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -346941.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -346978.093750 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -346978.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -347002.937500 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -347002.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -347023.000000 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -347023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -347038.593750 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -347038.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -347053.062500 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -347053.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -347070.812500 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -347070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -347089.218750 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -347089.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -347109.125000 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -347109.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -347122.312500 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -347122.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -347129.437500 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -347129.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -347133.312500 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -347133.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -347135.093750 Penalty: 3874.537842
	Iteration 19Q: 3 clusters Score -347135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -347136.843750 Penalty: 3874.537842
	Iteration 20F: 3 clusters Score -347136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -347139.937500 Penalty: 3874.537842
	Iteration 21Q: 3 clusters Score -347139.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -347141.281250 Penalty: 3874.537842
	Iteration 22Q: 3 clusters Score -347141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -347142.843750 Penalty: 3874.537842
	Iteration 23Q: 3 clusters Score -347142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -347143.968750 Penalty: 3874.537842
	Iteration 24Q: 3 clusters Score -347144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -347145.125000 Penalty: 3874.537842
	Iteration 25Q: 3 clusters Score -347145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -347146.625000 Penalty: 3874.537842
	Iteration 26Q: 3 clusters Score -347146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -347147.093750 Penalty: 3874.537842
	Iteration 27Q: 3 clusters Score -347147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -347147.093750 Penalty: 3874.537842
	Iteration 28F: 3 clusters Score -347147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Entering Unmasked Estep 
Score: -575233.375000 Penalty: 2114.682373
	Iteration 0F: 2 clusters Score -575233.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -570669.125000 Penalty: 4229.364746
	Iteration 0F: 3 clusters Score -570669.1 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -571958.812500 Penalty: 4229.364746
	Iteration 1F: 3 clusters Score -571958.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -572421.000000 Penalty: 4229.364746
	Iteration 2F: 3 clusters Score -572421 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -572882.375000 Penalty: 4229.364746
	Iteration 3F: 3 clusters Score -572882.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -573321.687500 Penalty: 4229.364746
	Iteration 4F: 3 clusters Score -573321.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -573658.500000 Penalty: 4229.364746
	Iteration 5F: 3 clusters Score -573658.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -573902.062500 Penalty: 4229.364746
	Iteration 6F: 3 clusters Score -573902.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -574040.000000 Penalty: 4229.364746
	Iteration 7Q: 3 clusters Score -574040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -574121.875000 Penalty: 4229.364746
	Iteration 8Q: 3 clusters Score -574121.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -574187.250000 Penalty: 4229.364746
	Iteration 9Q: 3 clusters Score -574187.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -574230.750000 Penalty: 4229.364746
	Iteration 10Q: 3 clusters Score -574230.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -574258.500000 Penalty: 4229.364746
	Iteration 11Q: 3 clusters Score -574258.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -574272.500000 Penalty: 4229.364746
	Iteration 12Q: 3 clusters Score -574272.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -574286.812500 Penalty: 4229.364746
	Iteration 13Q: 3 clusters Score -574286.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -574298.812500 Penalty: 4229.364746
	Iteration 14Q: 3 clusters Score -574298.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -574308.375000 Penalty: 4229.364746
	Iteration 15Q: 3 clusters Score -574308.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -574317.250000 Penalty: 4229.364746
	Iteration 16Q: 3 clusters Score -574317.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -574328.187500 Penalty: 4229.364746
	Iteration 17Q: 3 clusters Score -574328.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -574342.312500 Penalty: 4229.364746
	Iteration 18Q: 3 clusters Score -574342.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -574360.062500 Penalty: 4229.364746
	Iteration 19Q: 3 clusters Score -574360.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -574384.312500 Penalty: 4229.364746
	Iteration 20F: 3 clusters Score -574384.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -574413.937500 Penalty: 4229.364746
	Iteration 21Q: 3 clusters Score -574413.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -574457.250000 Penalty: 4229.364746
	Iteration 22Q: 3 clusters Score -574457.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -574499.312500 Penalty: 4229.364746
	Iteration 23Q: 3 clusters Score -574499.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -574551.312500 Penalty: 4229.364746
	Iteration 24Q: 3 clusters Score -574551.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -574601.625000 Penalty: 4229.364746
	Iteration 25Q: 3 clusters Score -574601.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -574659.750000 Penalty: 4229.364746
	Iteration 26Q: 3 clusters Score -574659.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -574718.625000 Penalty: 4229.364746
	Iteration 27Q: 3 clusters Score -574718.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -574764.312500 Penalty: 4229.364746
	Iteration 28Q: 3 clusters Score -574764.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -574795.000000 Penalty: 4229.364746
	Iteration 29Q: 3 clusters Score -574795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -574817.687500 Penalty: 4229.364746
	Iteration 30Q: 3 clusters Score -574817.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -574829.937500 Penalty: 4229.364746
	Iteration 31Q: 3 clusters Score -574829.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -574835.125000 Penalty: 4229.364746
	Iteration 32Q: 3 clusters Score -574835.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -574839.500000 Penalty: 4229.364746
	Iteration 33Q: 3 clusters Score -574839.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -574842.562500 Penalty: 4229.364746
	Iteration 34Q: 3 clusters Score -574842.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -574845.437500 Penalty: 4229.364746
	Iteration 35Q: 3 clusters Score -574845.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -574851.312500 Penalty: 4229.364746
	Iteration 36Q: 3 clusters Score -574851.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -574851.750000 Penalty: 4229.364746
	Iteration 37Q: 3 clusters Score -574851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -574853.875000 Penalty: 4229.364746
	Iteration 38Q: 3 clusters Score -574853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -574855.812500 Penalty: 4229.364746
	Iteration 39Q: 3 clusters Score -574855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -574857.625000 Penalty: 4229.364746
	Iteration 40F: 3 clusters Score -574857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -574858.687500 Penalty: 4229.364746
	Iteration 41Q: 3 clusters Score -574858.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -574859.750000 Penalty: 4229.364746
	Iteration 42Q: 3 clusters Score -574859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -574861.875000 Penalty: 4229.364746
	Iteration 43Q: 3 clusters Score -574861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -574863.125000 Penalty: 4229.364746
	Iteration 44Q: 3 clusters Score -574863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -574863.625000 Penalty: 4229.364746
	Iteration 45Q: 3 clusters Score -574863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -574863.187500 Penalty: 4229.364746
	Iteration 46Q: 3 clusters Score -574863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -574863.125000 Penalty: 4229.364746
	Iteration 47Q: 3 clusters Score -574863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -574863.000000 Penalty: 4229.364746
	Iteration 48Q: 3 clusters Score -574863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -574863.000000 Penalty: 4229.364746
	Iteration 49F: 3 clusters Score -574863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Entering Unmasked Estep 
Score: -2582128.750000 Penalty: 2477.277832
	Iteration 0F: 2 clusters Score -2582129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2566895.750000 Penalty: 4954.555664
	Iteration 0F: 3 clusters Score -2566896 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2572148.000000 Penalty: 4954.555664
	Iteration 1F: 3 clusters Score -2572148 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2572829.500000 Penalty: 4954.555664
	Iteration 2F: 3 clusters Score -2572830 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2573536.000000 Penalty: 4954.555664
	Iteration 3F: 3 clusters Score -2573536 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2574248.500000 Penalty: 4954.555664
	Iteration 4F: 3 clusters Score -2574248 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2575011.500000 Penalty: 4954.555664
	Iteration 5F: 3 clusters Score -2575012 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2575791.250000 Penalty: 4954.555664
	Iteration 6F: 3 clusters Score -2575791 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2576681.500000 Penalty: 4954.555664
	Iteration 7F: 3 clusters Score -2576682 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2577525.750000 Penalty: 4954.555664
	Iteration 8F: 3 clusters Score -2577526 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2578345.500000 Penalty: 4954.555664
	Iteration 9F: 3 clusters Score -2578346 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2579129.250000 Penalty: 4954.555664
	Iteration 10Q: 3 clusters Score -2579129 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2579672.000000 Penalty: 4954.555664
	Iteration 11Q: 3 clusters Score -2579672 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2579967.750000 Penalty: 4954.555664
	Iteration 12Q: 3 clusters Score -2579968 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2580138.750000 Penalty: 4954.555664
	Iteration 13Q: 3 clusters Score -2580139 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2580244.500000 Penalty: 4954.555664
	Iteration 14Q: 3 clusters Score -2580244 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2580327.750000 Penalty: 4954.555664
	Iteration 15Q: 3 clusters Score -2580328 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2580407.000000 Penalty: 4954.555664
	Iteration 16Q: 3 clusters Score -2580407 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2580487.250000 Penalty: 4954.555664
	Iteration 17Q: 3 clusters Score -2580487 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2580554.750000 Penalty: 4954.555664
	Iteration 18Q: 3 clusters Score -2580555 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2580616.000000 Penalty: 4954.555664
	Iteration 19Q: 3 clusters Score -2580616 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2580665.250000 Penalty: 4954.555664
	Iteration 20F: 3 clusters Score -2580665 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2580719.750000 Penalty: 4954.555664
	Iteration 21Q: 3 clusters Score -2580720 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2580758.500000 Penalty: 4954.555664
	Iteration 22Q: 3 clusters Score -2580758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2580784.250000 Penalty: 4954.555664
	Iteration 23Q: 3 clusters Score -2580784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2580827.250000 Penalty: 4954.555664
	Iteration 24Q: 3 clusters Score -2580827 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2580859.000000 Penalty: 4954.555664
	Iteration 25Q: 3 clusters Score -2580859 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2580878.250000 Penalty: 4954.555664
	Iteration 26Q: 3 clusters Score -2580878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2580898.500000 Penalty: 4954.555664
	Iteration 27Q: 3 clusters Score -2580898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2580912.750000 Penalty: 4954.555664
	Iteration 28Q: 3 clusters Score -2580913 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2580931.250000 Penalty: 4954.555664
	Iteration 29Q: 3 clusters Score -2580931 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2580944.250000 Penalty: 4954.555664
	Iteration 30Q: 3 clusters Score -2580944 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2580952.500000 Penalty: 4954.555664
	Iteration 31Q: 3 clusters Score -2580952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2580973.000000 Penalty: 4954.555664
	Iteration 32Q: 3 clusters Score -2580973 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2580991.500000 Penalty: 4954.555664
	Iteration 33Q: 3 clusters Score -2580992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2581015.250000 Penalty: 4954.555664
	Iteration 34Q: 3 clusters Score -2581015 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2581024.500000 Penalty: 4954.555664
	Iteration 35Q: 3 clusters Score -2581024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2581050.000000 Penalty: 4954.555664
	Iteration 36Q: 3 clusters Score -2581050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2581063.250000 Penalty: 4954.555664
	Iteration 37Q: 3 clusters Score -2581063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2581078.500000 Penalty: 4954.555664
	Iteration 38Q: 3 clusters Score -2581078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2581095.250000 Penalty: 4954.555664
	Iteration 39Q: 3 clusters Score -2581095 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2581115.500000 Penalty: 4954.555664
	Iteration 40F: 3 clusters Score -2581116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2581127.000000 Penalty: 4954.555664
	Iteration 41Q: 3 clusters Score -2581127 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2581129.750000 Penalty: 4954.555664
	Iteration 42Q: 3 clusters Score -2581130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2581153.250000 Penalty: 4954.555664
	Iteration 43Q: 3 clusters Score -2581153 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2581158.000000 Penalty: 4954.555664
	Iteration 44Q: 3 clusters Score -2581158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2581158.750000 Penalty: 4954.555664
	Iteration 45Q: 3 clusters Score -2581159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2581156.250000 Penalty: 4954.555664
	Iteration 46Q: 3 clusters Score -2581156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2581160.000000 Penalty: 4954.555664
	Iteration 47Q: 3 clusters Score -2581160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2581171.250000 Penalty: 4954.555664
	Iteration 48Q: 3 clusters Score -2581171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2581172.500000 Penalty: 4954.555664
	Iteration 49Q: 3 clusters Score -2581172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2581181.750000 Penalty: 4954.555664
	Iteration 50Q: 3 clusters Score -2581182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2581183.750000 Penalty: 4954.555664
	Iteration 51Q: 3 clusters Score -2581184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2581183.000000 Penalty: 4954.555664
	Iteration 52Q: 3 clusters Score -2581183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2581184.000000 Penalty: 4954.555664
	Iteration 53Q: 3 clusters Score -2581184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2581177.000000 Penalty: 4954.555664
	Iteration 54Q: 3 clusters Score -2581177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2581181.500000 Penalty: 4954.555664
	Iteration 55Q: 3 clusters Score -2581182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2581182.000000 Penalty: 4954.555664
	Iteration 56Q: 3 clusters Score -2581182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2581183.000000 Penalty: 4954.555664
	Iteration 57Q: 3 clusters Score -2581183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2581187.750000 Penalty: 4954.555664
	Iteration 58Q: 3 clusters Score -2581188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2581193.500000 Penalty: 4954.555664
	Iteration 59Q: 3 clusters Score -2581194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2581191.500000 Penalty: 4954.555664
	Iteration 60F: 3 clusters Score -2581192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2581189.000000 Penalty: 4954.555664
	Iteration 61Q: 3 clusters Score -2581189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2581196.000000 Penalty: 4954.555664
	Iteration 62Q: 3 clusters Score -2581196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2581200.250000 Penalty: 4954.555664
	Iteration 63Q: 3 clusters Score -2581200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2581197.000000 Penalty: 4954.555664
	Iteration 64Q: 3 clusters Score -2581197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2581199.750000 Penalty: 4954.555664
	Iteration 65Q: 3 clusters Score -2581200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2581201.750000 Penalty: 4954.555664
	Iteration 66Q: 3 clusters Score -2581202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2581199.750000 Penalty: 4954.555664
	Iteration 67Q: 3 clusters Score -2581200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2581198.500000 Penalty: 4954.555664
	Iteration 68Q: 3 clusters Score -2581198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2581199.750000 Penalty: 4954.555664
	Iteration 69Q: 3 clusters Score -2581200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2581206.500000 Penalty: 4954.555664
	Iteration 70Q: 3 clusters Score -2581206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2581208.500000 Penalty: 4954.555664
	Iteration 71Q: 3 clusters Score -2581208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2581208.000000 Penalty: 4954.555664
	Iteration 72Q: 3 clusters Score -2581208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2581208.500000 Penalty: 4954.555664
	Iteration 73Q: 3 clusters Score -2581208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2581205.000000 Penalty: 4954.555664
	Iteration 74Q: 3 clusters Score -2581205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2581203.250000 Penalty: 4954.555664
	Iteration 75Q: 3 clusters Score -2581203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2581205.500000 Penalty: 4954.555664
	Iteration 76Q: 3 clusters Score -2581206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2581210.250000 Penalty: 4954.555664
	Iteration 77Q: 3 clusters Score -2581210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2581212.250000 Penalty: 4954.555664
	Iteration 78Q: 3 clusters Score -2581212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2581221.750000 Penalty: 4954.555664
	Iteration 79Q: 3 clusters Score -2581222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2581217.750000 Penalty: 4954.555664
	Iteration 80F: 3 clusters Score -2581218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2581217.000000 Penalty: 4954.555664
	Iteration 81Q: 3 clusters Score -2581217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2581226.000000 Penalty: 4954.555664
	Iteration 82Q: 3 clusters Score -2581226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2581218.250000 Penalty: 4954.555664
	Iteration 83Q: 3 clusters Score -2581218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2581221.000000 Penalty: 4954.555664
	Iteration 84Q: 3 clusters Score -2581221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2581222.500000 Penalty: 4954.555664
	Iteration 85Q: 3 clusters Score -2581222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2581222.000000 Penalty: 4954.555664
	Iteration 86Q: 3 clusters Score -2581222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2581224.000000 Penalty: 4954.555664
	Iteration 87Q: 3 clusters Score -2581224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2581224.000000 Penalty: 4954.555664
	Iteration 88Q: 3 clusters Score -2581224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2581226.500000 Penalty: 4954.555664
	Iteration 89Q: 3 clusters Score -2581226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2581227.500000 Penalty: 4954.555664
	Iteration 90Q: 3 clusters Score -2581228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2581226.750000 Penalty: 4954.555664
	Iteration 91Q: 3 clusters Score -2581227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2581221.250000 Penalty: 4954.555664
	Iteration 92Q: 3 clusters Score -2581221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2581220.750000 Penalty: 4954.555664
	Iteration 93Q: 3 clusters Score -2581221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2581226.250000 Penalty: 4954.555664
	Iteration 94Q: 3 clusters Score -2581226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2581224.750000 Penalty: 4954.555664
	Iteration 95Q: 3 clusters Score -2581225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2581226.250000 Penalty: 4954.555664
	Iteration 96Q: 3 clusters Score -2581226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2581226.250000 Penalty: 4954.555664
	Iteration 97Q: 3 clusters Score -2581226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2581229.250000 Penalty: 4954.555664
	Iteration 98Q: 3 clusters Score -2581229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2581229.250000 Penalty: 4954.555664
	Iteration 99F: 3 clusters Score -2581229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Entering Unmasked Estep 
Score: -1060040.375000 Penalty: 2295.507568
	Iteration 0F: 2 clusters Score -1060040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1051999.500000 Penalty: 4591.015137
	Iteration 0F: 3 clusters Score -1052000 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1054675.875000 Penalty: 4591.015137
	Iteration 1F: 3 clusters Score -1054676 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1055380.375000 Penalty: 4591.015137
	Iteration 2F: 3 clusters Score -1055380 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1056105.250000 Penalty: 4591.015137
	Iteration 3F: 3 clusters Score -1056105 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1056727.750000 Penalty: 4591.015137
	Iteration 4F: 3 clusters Score -1056728 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1057171.250000 Penalty: 4591.015137
	Iteration 5F: 3 clusters Score -1057171 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1057441.625000 Penalty: 4591.015137
	Iteration 6F: 3 clusters Score -1057442 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1057606.500000 Penalty: 4591.015137
	Iteration 7Q: 3 clusters Score -1057606 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1057739.375000 Penalty: 4591.015137
	Iteration 8Q: 3 clusters Score -1057739 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1057833.625000 Penalty: 4591.015137
	Iteration 9Q: 3 clusters Score -1057834 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1057905.625000 Penalty: 4591.015137
	Iteration 10Q: 3 clusters Score -1057906 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1057977.875000 Penalty: 4591.015137
	Iteration 11Q: 3 clusters Score -1057978 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1058067.625000 Penalty: 4591.015137
	Iteration 12Q: 3 clusters Score -1058068 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1058159.375000 Penalty: 4591.015137
	Iteration 13Q: 3 clusters Score -1058159 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1058260.375000 Penalty: 4591.015137
	Iteration 14Q: 3 clusters Score -1058260 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1058351.000000 Penalty: 4591.015137
	Iteration 15Q: 3 clusters Score -1058351 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1058439.875000 Penalty: 4591.015137
	Iteration 16Q: 3 clusters Score -1058440 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1058508.875000 Penalty: 4591.015137
	Iteration 17Q: 3 clusters Score -1058509 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1058574.500000 Penalty: 4591.015137
	Iteration 18Q: 3 clusters Score -1058574 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1058634.000000 Penalty: 4591.015137
	Iteration 19Q: 3 clusters Score -1058634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1058676.750000 Penalty: 4591.015137
	Iteration 20F: 3 clusters Score -1058677 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1058714.500000 Penalty: 4591.015137
	Iteration 21Q: 3 clusters Score -1058714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1058758.000000 Penalty: 4591.015137
	Iteration 22Q: 3 clusters Score -1058758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1058798.000000 Penalty: 4591.015137
	Iteration 23Q: 3 clusters Score -1058798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1058824.875000 Penalty: 4591.015137
	Iteration 24Q: 3 clusters Score -1058825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1058851.500000 Penalty: 4591.015137
	Iteration 25Q: 3 clusters Score -1058852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1058878.000000 Penalty: 4591.015137
	Iteration 26Q: 3 clusters Score -1058878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1058904.250000 Penalty: 4591.015137
	Iteration 27Q: 3 clusters Score -1058904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1058919.250000 Penalty: 4591.015137
	Iteration 28Q: 3 clusters Score -1058919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1058928.000000 Penalty: 4591.015137
	Iteration 29Q: 3 clusters Score -1058928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1058938.500000 Penalty: 4591.015137
	Iteration 30Q: 3 clusters Score -1058938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1058944.250000 Penalty: 4591.015137
	Iteration 31Q: 3 clusters Score -1058944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1058953.625000 Penalty: 4591.015137
	Iteration 32Q: 3 clusters Score -1058954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1058964.250000 Penalty: 4591.015137
	Iteration 33Q: 3 clusters Score -1058964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1058968.500000 Penalty: 4591.015137
	Iteration 34Q: 3 clusters Score -1058968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1058973.000000 Penalty: 4591.015137
	Iteration 35Q: 3 clusters Score -1058973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1058977.375000 Penalty: 4591.015137
	Iteration 36Q: 3 clusters Score -1058977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1058980.125000 Penalty: 4591.015137
	Iteration 37Q: 3 clusters Score -1058980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1058982.125000 Penalty: 4591.015137
	Iteration 38Q: 3 clusters Score -1058982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1058981.500000 Penalty: 4591.015137
	Iteration 39Q: 3 clusters Score -1058982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1058982.500000 Penalty: 4591.015137
	Iteration 40F: 3 clusters Score -1058982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1058982.500000 Penalty: 4591.015137
	Iteration 41Q: 3 clusters Score -1058982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1058987.000000 Penalty: 4591.015137
	Iteration 42Q: 3 clusters Score -1058987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1058985.500000 Penalty: 4591.015137
	Iteration 43Q: 3 clusters Score -1058986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1058986.000000 Penalty: 4591.015137
	Iteration 44Q: 3 clusters Score -1058986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1058986.000000 Penalty: 4591.015137
	Iteration 45F: 3 clusters Score -1058986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Entering Unmasked Estep 
Score: -1085678.250000 Penalty: 2269.003906
	Iteration 0F: 2 clusters Score -1085678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1078334.000000 Penalty: 4538.007812
	Iteration 0F: 3 clusters Score -1078334 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1080536.375000 Penalty: 4538.007812
	Iteration 1F: 3 clusters Score -1080536 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1080858.750000 Penalty: 4538.007812
	Iteration 2F: 3 clusters Score -1080859 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1081128.750000 Penalty: 4538.007812
	Iteration 3F: 3 clusters Score -1081129 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1081371.125000 Penalty: 4538.007812
	Iteration 4Q: 3 clusters Score -1081371 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1081581.750000 Penalty: 4538.007812
	Iteration 5Q: 3 clusters Score -1081582 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1081784.875000 Penalty: 4538.007812
	Iteration 6Q: 3 clusters Score -1081785 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1081955.375000 Penalty: 4538.007812
	Iteration 7Q: 3 clusters Score -1081955 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1082111.750000 Penalty: 4538.007812
	Iteration 8Q: 3 clusters Score -1082112 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1082267.125000 Penalty: 4538.007812
	Iteration 9Q: 3 clusters Score -1082267 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1082412.250000 Penalty: 4538.007812
	Iteration 10Q: 3 clusters Score -1082412 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1082558.375000 Penalty: 4538.007812
	Iteration 11Q: 3 clusters Score -1082558 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1082684.625000 Penalty: 4538.007812
	Iteration 12Q: 3 clusters Score -1082685 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1082800.500000 Penalty: 4538.007812
	Iteration 13Q: 3 clusters Score -1082800 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1082909.375000 Penalty: 4538.007812
	Iteration 14Q: 3 clusters Score -1082909 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1083005.125000 Penalty: 4538.007812
	Iteration 15Q: 3 clusters Score -1083005 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1083087.750000 Penalty: 4538.007812
	Iteration 16Q: 3 clusters Score -1083088 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1083162.250000 Penalty: 4538.007812
	Iteration 17Q: 3 clusters Score -1083162 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1083230.500000 Penalty: 4538.007812
	Iteration 18Q: 3 clusters Score -1083230 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1083297.750000 Penalty: 4538.007812
	Iteration 19Q: 3 clusters Score -1083298 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1083354.375000 Penalty: 4538.007812
	Iteration 20F: 3 clusters Score -1083354 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1083404.750000 Penalty: 4538.007812
	Iteration 21Q: 3 clusters Score -1083405 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1083457.875000 Penalty: 4538.007812
	Iteration 22Q: 3 clusters Score -1083458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1083512.625000 Penalty: 4538.007812
	Iteration 23Q: 3 clusters Score -1083513 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1083553.125000 Penalty: 4538.007812
	Iteration 24Q: 3 clusters Score -1083553 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1083595.000000 Penalty: 4538.007812
	Iteration 25Q: 3 clusters Score -1083595 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1083621.000000 Penalty: 4538.007812
	Iteration 26Q: 3 clusters Score -1083621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1083643.500000 Penalty: 4538.007812
	Iteration 27Q: 3 clusters Score -1083644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1083660.750000 Penalty: 4538.007812
	Iteration 28Q: 3 clusters Score -1083661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1083677.375000 Penalty: 4538.007812
	Iteration 29Q: 3 clusters Score -1083677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1083693.000000 Penalty: 4538.007812
	Iteration 30Q: 3 clusters Score -1083693 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1083717.500000 Penalty: 4538.007812
	Iteration 31Q: 3 clusters Score -1083718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1083741.625000 Penalty: 4538.007812
	Iteration 32Q: 3 clusters Score -1083742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1083766.625000 Penalty: 4538.007812
	Iteration 33Q: 3 clusters Score -1083767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1083783.625000 Penalty: 4538.007812
	Iteration 34Q: 3 clusters Score -1083784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1083806.375000 Penalty: 4538.007812
	Iteration 35Q: 3 clusters Score -1083806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1083822.750000 Penalty: 4538.007812
	Iteration 36Q: 3 clusters Score -1083823 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1083839.875000 Penalty: 4538.007812
	Iteration 37Q: 3 clusters Score -1083840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1083850.875000 Penalty: 4538.007812
	Iteration 38Q: 3 clusters Score -1083851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1083871.125000 Penalty: 4538.007812
	Iteration 39Q: 3 clusters Score -1083871 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1083881.375000 Penalty: 4538.007812
	Iteration 40F: 3 clusters Score -1083881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1083892.625000 Penalty: 4538.007812
	Iteration 41Q: 3 clusters Score -1083893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1083897.500000 Penalty: 4538.007812
	Iteration 42Q: 3 clusters Score -1083898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1083899.500000 Penalty: 4538.007812
	Iteration 43Q: 3 clusters Score -1083900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1083901.750000 Penalty: 4538.007812
	Iteration 44Q: 3 clusters Score -1083902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1083906.875000 Penalty: 4538.007812
	Iteration 45Q: 3 clusters Score -1083907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1083915.125000 Penalty: 4538.007812
	Iteration 46Q: 3 clusters Score -1083915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1083922.625000 Penalty: 4538.007812
	Iteration 47Q: 3 clusters Score -1083923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1083930.875000 Penalty: 4538.007812
	Iteration 48Q: 3 clusters Score -1083931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1083933.750000 Penalty: 4538.007812
	Iteration 49Q: 3 clusters Score -1083934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1083935.125000 Penalty: 4538.007812
	Iteration 50Q: 3 clusters Score -1083935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1083939.750000 Penalty: 4538.007812
	Iteration 51Q: 3 clusters Score -1083940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1083944.625000 Penalty: 4538.007812
	Iteration 52Q: 3 clusters Score -1083945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1083946.500000 Penalty: 4538.007812
	Iteration 53Q: 3 clusters Score -1083946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1083950.625000 Penalty: 4538.007812
	Iteration 54Q: 3 clusters Score -1083951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1083957.250000 Penalty: 4538.007812
	Iteration 55Q: 3 clusters Score -1083957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1083958.625000 Penalty: 4538.007812
	Iteration 56Q: 3 clusters Score -1083959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1083963.500000 Penalty: 4538.007812
	Iteration 57Q: 3 clusters Score -1083964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1083966.375000 Penalty: 4538.007812
	Iteration 58Q: 3 clusters Score -1083966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1083973.500000 Penalty: 4538.007812
	Iteration 59Q: 3 clusters Score -1083974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1083975.250000 Penalty: 4538.007812
	Iteration 60F: 3 clusters Score -1083975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1083982.750000 Penalty: 4538.007812
	Iteration 61Q: 3 clusters Score -1083983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1083987.875000 Penalty: 4538.007812
	Iteration 62Q: 3 clusters Score -1083988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1083992.250000 Penalty: 4538.007812
	Iteration 63Q: 3 clusters Score -1083992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1083991.125000 Penalty: 4538.007812
	Iteration 64Q: 3 clusters Score -1083991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1083997.250000 Penalty: 4538.007812
	Iteration 65Q: 3 clusters Score -1083997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1083998.625000 Penalty: 4538.007812
	Iteration 66Q: 3 clusters Score -1083999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1083998.750000 Penalty: 4538.007812
	Iteration 67Q: 3 clusters Score -1083999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1083999.750000 Penalty: 4538.007812
	Iteration 68Q: 3 clusters Score -1084000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1084003.000000 Penalty: 4538.007812
	Iteration 69Q: 3 clusters Score -1084003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1084003.625000 Penalty: 4538.007812
	Iteration 70Q: 3 clusters Score -1084004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1084007.750000 Penalty: 4538.007812
	Iteration 71Q: 3 clusters Score -1084008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1084012.125000 Penalty: 4538.007812
	Iteration 72Q: 3 clusters Score -1084012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1084011.625000 Penalty: 4538.007812
	Iteration 73Q: 3 clusters Score -1084012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1084011.500000 Penalty: 4538.007812
	Iteration 74Q: 3 clusters Score -1084012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1084012.125000 Penalty: 4538.007812
	Iteration 75Q: 3 clusters Score -1084012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1084012.125000 Penalty: 4538.007812
	Iteration 76F: 3 clusters Score -1084012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -562541.312500 Penalty: 2109.470703
	Iteration 0F: 2 clusters Score -562541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -558041.187500 Penalty: 4218.941406
	Iteration 0F: 3 clusters Score -558041.2 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -559098.625000 Penalty: 4218.941406
	Iteration 1F: 3 clusters Score -559098.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -559335.875000 Penalty: 4218.941406
	Iteration 2F: 3 clusters Score -559335.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -559495.187500 Penalty: 4218.941406
	Iteration 3F: 3 clusters Score -559495.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -559603.937500 Penalty: 4218.941406
	Iteration 4Q: 3 clusters Score -559603.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -559694.750000 Penalty: 4218.941406
	Iteration 5Q: 3 clusters Score -559694.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -559779.000000 Penalty: 4218.941406
	Iteration 6Q: 3 clusters Score -559779 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -559862.937500 Penalty: 4218.941406
	Iteration 7Q: 3 clusters Score -559862.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -559954.750000 Penalty: 4218.941406
	Iteration 8Q: 3 clusters Score -559954.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -560043.312500 Penalty: 4218.941406
	Iteration 9Q: 3 clusters Score -560043.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -560145.000000 Penalty: 4218.941406
	Iteration 10Q: 3 clusters Score -560145 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -560268.750000 Penalty: 4218.941406
	Iteration 11Q: 3 clusters Score -560268.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -560430.250000 Penalty: 4218.941406
	Iteration 12Q: 3 clusters Score -560430.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -560595.375000 Penalty: 4218.941406
	Iteration 13Q: 3 clusters Score -560595.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -560721.875000 Penalty: 4218.941406
	Iteration 14Q: 3 clusters Score -560721.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -560816.062500 Penalty: 4218.941406
	Iteration 15Q: 3 clusters Score -560816.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -560888.375000 Penalty: 4218.941406
	Iteration 16Q: 3 clusters Score -560888.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -560927.312500 Penalty: 4218.941406
	Iteration 17Q: 3 clusters Score -560927.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -560946.500000 Penalty: 4218.941406
	Iteration 18Q: 3 clusters Score -560946.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -560954.312500 Penalty: 4218.941406
	Iteration 19Q: 3 clusters Score -560954.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -560959.937500 Penalty: 4218.941406
	Iteration 20F: 3 clusters Score -560959.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -560966.250000 Penalty: 4218.941406
	Iteration 21Q: 3 clusters Score -560966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -560974.375000 Penalty: 4218.941406
	Iteration 22Q: 3 clusters Score -560974.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -560978.750000 Penalty: 4218.941406
	Iteration 23Q: 3 clusters Score -560978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -560980.312500 Penalty: 4218.941406
	Iteration 24Q: 3 clusters Score -560980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -560981.312500 Penalty: 4218.941406
	Iteration 25Q: 3 clusters Score -560981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -560982.500000 Penalty: 4218.941406
	Iteration 26Q: 3 clusters Score -560982.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -560983.750000 Penalty: 4218.941406
	Iteration 27Q: 3 clusters Score -560983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -560983.187500 Penalty: 4218.941406
	Iteration 28Q: 3 clusters Score -560983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -560983.187500 Penalty: 4218.941406
	Iteration 29F: 3 clusters Score -560983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Entering Unmasked Estep 
Score: -3075704.250000 Penalty: 2525.639893
	Iteration 0F: 2 clusters Score -3075704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3057438.000000 Penalty: 5051.279785
	Iteration 0F: 3 clusters Score -3057438 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3063967.000000 Penalty: 5051.279785
	Iteration 1F: 3 clusters Score -3063967 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3064491.000000 Penalty: 5051.279785
	Iteration 2F: 3 clusters Score -3064491 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3064968.000000 Penalty: 5051.279785
	Iteration 3Q: 3 clusters Score -3064968 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3065468.500000 Penalty: 5051.279785
	Iteration 4Q: 3 clusters Score -3065468 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3065998.250000 Penalty: 5051.279785
	Iteration 5Q: 3 clusters Score -3065998 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3066654.000000 Penalty: 5051.279785
	Iteration 6Q: 3 clusters Score -3066654 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3067406.000000 Penalty: 5051.279785
	Iteration 7F: 3 clusters Score -3067406 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3068361.750000 Penalty: 5051.279785
	Iteration 8F: 3 clusters Score -3068362 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3069479.500000 Penalty: 5051.279785
	Iteration 9F: 3 clusters Score -3069480 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3070624.500000 Penalty: 5051.279785
	Iteration 10F: 3 clusters Score -3070624 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3071603.000000 Penalty: 5051.279785
	Iteration 11Q: 3 clusters Score -3071603 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3072383.500000 Penalty: 5051.279785
	Iteration 12Q: 3 clusters Score -3072384 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3072916.500000 Penalty: 5051.279785
	Iteration 13Q: 3 clusters Score -3072916 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3073249.250000 Penalty: 5051.279785
	Iteration 14Q: 3 clusters Score -3073249 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3073510.500000 Penalty: 5051.279785
	Iteration 15Q: 3 clusters Score -3073510 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3073682.750000 Penalty: 5051.279785
	Iteration 16Q: 3 clusters Score -3073683 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3073778.250000 Penalty: 5051.279785
	Iteration 17Q: 3 clusters Score -3073778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3073827.250000 Penalty: 5051.279785
	Iteration 18Q: 3 clusters Score -3073827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3073871.000000 Penalty: 5051.279785
	Iteration 19Q: 3 clusters Score -3073871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3073901.500000 Penalty: 5051.279785
	Iteration 20F: 3 clusters Score -3073902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3073917.250000 Penalty: 5051.279785
	Iteration 21Q: 3 clusters Score -3073917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3073927.500000 Penalty: 5051.279785
	Iteration 22Q: 3 clusters Score -3073928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3073931.250000 Penalty: 5051.279785
	Iteration 23Q: 3 clusters Score -3073931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3073931.750000 Penalty: 5051.279785
	Iteration 24Q: 3 clusters Score -3073932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3073932.500000 Penalty: 5051.279785
	Iteration 25Q: 3 clusters Score -3073932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3073936.500000 Penalty: 5051.279785
	Iteration 26Q: 3 clusters Score -3073936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3073944.500000 Penalty: 5051.279785
	Iteration 27Q: 3 clusters Score -3073944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3073950.500000 Penalty: 5051.279785
	Iteration 28Q: 3 clusters Score -3073950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3073949.000000 Penalty: 5051.279785
	Iteration 29Q: 3 clusters Score -3073949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3073952.250000 Penalty: 5051.279785
	Iteration 30Q: 3 clusters Score -3073952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3073951.250000 Penalty: 5051.279785
	Iteration 31Q: 3 clusters Score -3073951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3073953.750000 Penalty: 5051.279785
	Iteration 32Q: 3 clusters Score -3073954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3073955.000000 Penalty: 5051.279785
	Iteration 33Q: 3 clusters Score -3073955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3073956.000000 Penalty: 5051.279785
	Iteration 34Q: 3 clusters Score -3073956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3073956.250000 Penalty: 5051.279785
	Iteration 35Q: 3 clusters Score -3073956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3073958.000000 Penalty: 5051.279785
	Iteration 36Q: 3 clusters Score -3073958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3073961.000000 Penalty: 5051.279785
	Iteration 37Q: 3 clusters Score -3073961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3073964.000000 Penalty: 5051.279785
	Iteration 38Q: 3 clusters Score -3073964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3073962.750000 Penalty: 5051.279785
	Iteration 39Q: 3 clusters Score -3073963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3073964.500000 Penalty: 5051.279785
	Iteration 40F: 3 clusters Score -3073964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -36378.328125 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -36378.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35121.496094 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -35121.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35325.652344 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -35325.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35451.187500 Penalty: 2791.300049
	Iteration 2F: 3 clusters Score -35451.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35525.171875 Penalty: 2791.300049
	Iteration 3F: 3 clusters Score -35525.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35595.164062 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -35595.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35686.070312 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -35686.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35696.816406 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -35696.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35726.824219 Penalty: 2791.300049
	Iteration 7Q: 3 clusters Score -35726.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35738.125000 Penalty: 2791.300049
	Iteration 8Q: 3 clusters Score -35738.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35745.523438 Penalty: 2791.300049
	Iteration 9Q: 3 clusters Score -35745.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35752.808594 Penalty: 2791.300049
	Iteration 10Q: 3 clusters Score -35752.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35770.066406 Penalty: 2791.300049
	Iteration 11Q: 3 clusters Score -35770.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35779.996094 Penalty: 2791.300049
	Iteration 12Q: 3 clusters Score -35780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35787.109375 Penalty: 2791.300049
	Iteration 13Q: 3 clusters Score -35787.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35787.109375 Penalty: 2791.300049
	Iteration 14F: 3 clusters Score -35787.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -445726.968750 Penalty: 2049.242676
	Iteration 0F: 2 clusters Score -445727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -441862.281250 Penalty: 4098.485352
	Iteration 0F: 3 clusters Score -441862.3 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -442695.125000 Penalty: 4098.485352
	Iteration 1F: 3 clusters Score -442695.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -442884.156250 Penalty: 4098.485352
	Iteration 2F: 3 clusters Score -442884.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -443009.156250 Penalty: 4098.485352
	Iteration 3F: 3 clusters Score -443009.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -443085.062500 Penalty: 4098.485352
	Iteration 4Q: 3 clusters Score -443085.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -443129.218750 Penalty: 4098.485352
	Iteration 5Q: 3 clusters Score -443129.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -443159.781250 Penalty: 4098.485352
	Iteration 6Q: 3 clusters Score -443159.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -443191.000000 Penalty: 4098.485352
	Iteration 7Q: 3 clusters Score -443191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -443218.406250 Penalty: 4098.485352
	Iteration 8Q: 3 clusters Score -443218.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -443242.718750 Penalty: 4098.485352
	Iteration 9Q: 3 clusters Score -443242.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -443268.687500 Penalty: 4098.485352
	Iteration 10Q: 3 clusters Score -443268.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -443288.968750 Penalty: 4098.485352
	Iteration 11Q: 3 clusters Score -443289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -443316.593750 Penalty: 4098.485352
	Iteration 12Q: 3 clusters Score -443316.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -443341.031250 Penalty: 4098.485352
	Iteration 13Q: 3 clusters Score -443341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -443365.468750 Penalty: 4098.485352
	Iteration 14Q: 3 clusters Score -443365.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -443389.656250 Penalty: 4098.485352
	Iteration 15Q: 3 clusters Score -443389.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -443402.437500 Penalty: 4098.485352
	Iteration 16Q: 3 clusters Score -443402.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -443413.656250 Penalty: 4098.485352
	Iteration 17Q: 3 clusters Score -443413.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -443428.968750 Penalty: 4098.485352
	Iteration 18Q: 3 clusters Score -443429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -443450.000000 Penalty: 4098.485352
	Iteration 19Q: 3 clusters Score -443450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -443472.812500 Penalty: 4098.485352
	Iteration 20F: 3 clusters Score -443472.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -443500.125000 Penalty: 4098.485352
	Iteration 21Q: 3 clusters Score -443500.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -443535.343750 Penalty: 4098.485352
	Iteration 22Q: 3 clusters Score -443535.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -443574.906250 Penalty: 4098.485352
	Iteration 23Q: 3 clusters Score -443574.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -443623.250000 Penalty: 4098.485352
	Iteration 24Q: 3 clusters Score -443623.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -443676.062500 Penalty: 4098.485352
	Iteration 25Q: 3 clusters Score -443676.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -443729.781250 Penalty: 4098.485352
	Iteration 26Q: 3 clusters Score -443729.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -443785.843750 Penalty: 4098.485352
	Iteration 27Q: 3 clusters Score -443785.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -443834.093750 Penalty: 4098.485352
	Iteration 28Q: 3 clusters Score -443834.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -443870.875000 Penalty: 4098.485352
	Iteration 29Q: 3 clusters Score -443870.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -443891.937500 Penalty: 4098.485352
	Iteration 30Q: 3 clusters Score -443891.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -443909.625000 Penalty: 4098.485352
	Iteration 31Q: 3 clusters Score -443909.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -443925.531250 Penalty: 4098.485352
	Iteration 32Q: 3 clusters Score -443925.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -443939.093750 Penalty: 4098.485352
	Iteration 33Q: 3 clusters Score -443939.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -443948.250000 Penalty: 4098.485352
	Iteration 34Q: 3 clusters Score -443948.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -443955.062500 Penalty: 4098.485352
	Iteration 35Q: 3 clusters Score -443955.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -443965.531250 Penalty: 4098.485352
	Iteration 36Q: 3 clusters Score -443965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -443969.781250 Penalty: 4098.485352
	Iteration 37Q: 3 clusters Score -443969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -443971.750000 Penalty: 4098.485352
	Iteration 38Q: 3 clusters Score -443971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -443973.656250 Penalty: 4098.485352
	Iteration 39Q: 3 clusters Score -443973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -443978.125000 Penalty: 4098.485352
	Iteration 40F: 3 clusters Score -443978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -443980.125000 Penalty: 4098.485352
	Iteration 41Q: 3 clusters Score -443980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -443980.812500 Penalty: 4098.485352
	Iteration 42Q: 3 clusters Score -443980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -443981.125000 Penalty: 4098.485352
	Iteration 43Q: 3 clusters Score -443981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -443983.500000 Penalty: 4098.485352
	Iteration 44Q: 3 clusters Score -443983.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -443988.625000 Penalty: 4098.485352
	Iteration 45Q: 3 clusters Score -443988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -443993.656250 Penalty: 4098.485352
	Iteration 46Q: 3 clusters Score -443993.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -443999.656250 Penalty: 4098.485352
	Iteration 47Q: 3 clusters Score -443999.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -444007.437500 Penalty: 4098.485352
	Iteration 48Q: 3 clusters Score -444007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -444009.437500 Penalty: 4098.485352
	Iteration 49Q: 3 clusters Score -444009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -444014.093750 Penalty: 4098.485352
	Iteration 50Q: 3 clusters Score -444014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -444017.625000 Penalty: 4098.485352
	Iteration 51Q: 3 clusters Score -444017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -444019.687500 Penalty: 4098.485352
	Iteration 52Q: 3 clusters Score -444019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -444022.187500 Penalty: 4098.485352
	Iteration 53Q: 3 clusters Score -444022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -444022.437500 Penalty: 4098.485352
	Iteration 54Q: 3 clusters Score -444022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -444024.843750 Penalty: 4098.485352
	Iteration 55Q: 3 clusters Score -444024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -444024.843750 Penalty: 4098.485352
	Iteration 56F: 3 clusters Score -444024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -318299.968750 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -318300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -315215.093750 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -315215.1 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -315866.031250 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -315866 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -316015.125000 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -316015.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -316097.312500 Penalty: 3927.278564
	Iteration 3Q: 3 clusters Score -316097.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -316165.218750 Penalty: 3927.278564
	Iteration 4Q: 3 clusters Score -316165.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -316220.750000 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -316220.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -316277.625000 Penalty: 3927.278564
	Iteration 6Q: 3 clusters Score -316277.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -316350.843750 Penalty: 3927.278564
	Iteration 7Q: 3 clusters Score -316350.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -316416.406250 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -316416.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -316488.468750 Penalty: 3927.278564
	Iteration 9Q: 3 clusters Score -316488.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -316543.125000 Penalty: 3927.278564
	Iteration 10Q: 3 clusters Score -316543.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -316583.687500 Penalty: 3927.278564
	Iteration 11Q: 3 clusters Score -316583.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -316625.406250 Penalty: 3927.278564
	Iteration 12Q: 3 clusters Score -316625.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -316658.812500 Penalty: 3927.278564
	Iteration 13Q: 3 clusters Score -316658.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -316692.343750 Penalty: 3927.278564
	Iteration 14Q: 3 clusters Score -316692.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -316727.062500 Penalty: 3927.278564
	Iteration 15Q: 3 clusters Score -316727.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -316754.187500 Penalty: 3927.278564
	Iteration 16Q: 3 clusters Score -316754.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -316777.281250 Penalty: 3927.278564
	Iteration 17Q: 3 clusters Score -316777.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -316791.781250 Penalty: 3927.278564
	Iteration 18Q: 3 clusters Score -316791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -316800.468750 Penalty: 3927.278564
	Iteration 19Q: 3 clusters Score -316800.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -316812.093750 Penalty: 3927.278564
	Iteration 20F: 3 clusters Score -316812.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -316821.125000 Penalty: 3927.278564
	Iteration 21Q: 3 clusters Score -316821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -316826.218750 Penalty: 3927.278564
	Iteration 22Q: 3 clusters Score -316826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -316832.812500 Penalty: 3927.278564
	Iteration 23Q: 3 clusters Score -316832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -316835.250000 Penalty: 3927.278564
	Iteration 24Q: 3 clusters Score -316835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -316837.562500 Penalty: 3927.278564
	Iteration 25Q: 3 clusters Score -316837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -316837.812500 Penalty: 3927.278564
	Iteration 26Q: 3 clusters Score -316837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -316837.812500 Penalty: 3927.278564
	Iteration 27F: 3 clusters Score -316837.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188684 members 
Entering Unmasked Estep 
Score: -22015502.000000 Penalty: 3012.661621
	Iteration 0F: 2 clusters Score -2.20155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 94404 members 
Entering Unmasked Estep 
Score: -21891524.000000 Penalty: 6025.323242
	Iteration 0F: 3 clusters Score -2.189152e+07 nChanged 90501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -21944466.000000 Penalty: 6025.323242
	Iteration 1F: 3 clusters Score -2.194447e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 94739 members 
Entering Unmasked Estep 
Score: -21946042.000000 Penalty: 6025.323242
	Iteration 2Q: 3 clusters Score -2.194604e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
Score: -21947932.000000 Penalty: 6025.323242
	Iteration 3Q: 3 clusters Score -2.194793e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -21950302.000000 Penalty: 6025.323242
	Iteration 4Q: 3 clusters Score -2.19503e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -21954334.000000 Penalty: 6025.323242
	Iteration 5Q: 3 clusters Score -2.195433e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 95750 members 
Entering Unmasked Estep 
Score: -21960366.000000 Penalty: 6025.323242
	Iteration 6F: 3 clusters Score -2.196037e+07 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
Score: -21968698.000000 Penalty: 6025.323242
	Iteration 7F: 3 clusters Score -2.19687e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -21979166.000000 Penalty: 6025.323242
	Iteration 8F: 3 clusters Score -2.197917e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88822 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -21989512.000000 Penalty: 6025.323242
	Iteration 9F: 3 clusters Score -2.198951e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87787 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -21996964.000000 Penalty: 6025.323242
	Iteration 10F: 3 clusters Score -2.199696e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 101118 members 
Entering Unmasked Estep 
Score: -22000854.000000 Penalty: 6025.323242
	Iteration 11Q: 3 clusters Score -2.200085e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -22002722.000000 Penalty: 6025.323242
	Iteration 12Q: 3 clusters Score -2.200272e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 100227 members 
Entering Unmasked Estep 
Score: -22004032.000000 Penalty: 6025.323242
	Iteration 13Q: 3 clusters Score -2.200403e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 99490 members 
Entering Unmasked Estep 
Score: -22005142.000000 Penalty: 6025.323242
	Iteration 14Q: 3 clusters Score -2.200514e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -22005856.000000 Penalty: 6025.323242
	Iteration 15Q: 3 clusters Score -2.200586e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 97879 members 
Entering Unmasked Estep 
Score: -22006478.000000 Penalty: 6025.323242
	Iteration 16Q: 3 clusters Score -2.200648e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -22006992.000000 Penalty: 6025.323242
	Iteration 17Q: 3 clusters Score -2.200699e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 96322 members 
Entering Unmasked Estep 
Score: -22007312.000000 Penalty: 6025.323242
	Iteration 18Q: 3 clusters Score -2.200731e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -22007678.000000 Penalty: 6025.323242
	Iteration 19Q: 3 clusters Score -2.200768e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -22007948.000000 Penalty: 6025.323242
	Iteration 20F: 3 clusters Score -2.200795e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94726 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -22007968.000000 Penalty: 6025.323242
	Iteration 21Q: 3 clusters Score -2.200797e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 93229 members 
Entering Unmasked Estep 
Score: -22008046.000000 Penalty: 6025.323242
	Iteration 22Q: 3 clusters Score -2.200805e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 92543 members 
Entering Unmasked Estep 
Score: -22008140.000000 Penalty: 6025.323242
	Iteration 23Q: 3 clusters Score -2.200814e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -22008252.000000 Penalty: 6025.323242
	Iteration 24Q: 3 clusters Score -2.200825e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -22008228.000000 Penalty: 6025.323242
	Iteration 25Q: 3 clusters Score -2.200823e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -22008262.000000 Penalty: 6025.323242
	Iteration 26Q: 3 clusters Score -2.200826e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -22008316.000000 Penalty: 6025.323242
	Iteration 27Q: 3 clusters Score -2.200832e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -22008372.000000 Penalty: 6025.323242
	Iteration 28Q: 3 clusters Score -2.200837e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99295 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -22008436.000000 Penalty: 6025.323242
	Iteration 29Q: 3 clusters Score -2.200844e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99689 members 
Mstep: Class 2 contains 88995 members 
Entering Unmasked Estep 
Score: -22008436.000000 Penalty: 6025.323242
	Iteration 30Q: 3 clusters Score -2.200844e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 88624 members 
Entering Unmasked Estep 
Score: -22008470.000000 Penalty: 6025.323242
	Iteration 31Q: 3 clusters Score -2.200847e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100426 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -22008528.000000 Penalty: 6025.323242
	Iteration 32Q: 3 clusters Score -2.200853e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -22008500.000000 Penalty: 6025.323242
	Iteration 33Q: 3 clusters Score -2.20085e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101195 members 
Mstep: Class 2 contains 87489 members 
Entering Unmasked Estep 
Score: -22008524.000000 Penalty: 6025.323242
	Iteration 34Q: 3 clusters Score -2.200852e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -22008542.000000 Penalty: 6025.323242
	Iteration 35Q: 3 clusters Score -2.200854e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 86807 members 
Entering Unmasked Estep 
Score: -22008526.000000 Penalty: 6025.323242
	Iteration 36Q: 3 clusters Score -2.200853e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -22008588.000000 Penalty: 6025.323242
	Iteration 37Q: 3 clusters Score -2.200859e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -22008654.000000 Penalty: 6025.323242
	Iteration 38Q: 3 clusters Score -2.200865e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -22008682.000000 Penalty: 6025.323242
	Iteration 39Q: 3 clusters Score -2.200868e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 85643 members 
Entering Unmasked Estep 
Score: -22008722.000000 Penalty: 6025.323242
	Iteration 40F: 3 clusters Score -2.200872e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -22008720.000000 Penalty: 6025.323242
	Iteration 41Q: 3 clusters Score -2.200872e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -22008722.000000 Penalty: 6025.323242
	Iteration 42Q: 3 clusters Score -2.200872e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -22008736.000000 Penalty: 6025.323242
	Iteration 43Q: 3 clusters Score -2.200874e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -22008772.000000 Penalty: 6025.323242
	Iteration 44Q: 3 clusters Score -2.200877e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -22008726.000000 Penalty: 6025.323242
	Iteration 45Q: 3 clusters Score -2.200873e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104788 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -22008756.000000 Penalty: 6025.323242
	Iteration 46Q: 3 clusters Score -2.200876e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105134 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -22008758.000000 Penalty: 6025.323242
	Iteration 47Q: 3 clusters Score -2.200876e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -22008742.000000 Penalty: 6025.323242
	Iteration 48Q: 3 clusters Score -2.200874e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
Score: -22008768.000000 Penalty: 6025.323242
	Iteration 49Q: 3 clusters Score -2.200877e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106216 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -22008846.000000 Penalty: 6025.323242
	Iteration 50Q: 3 clusters Score -2.200885e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -22008856.000000 Penalty: 6025.323242
	Iteration 51Q: 3 clusters Score -2.200886e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -22008858.000000 Penalty: 6025.323242
	Iteration 52Q: 3 clusters Score -2.200886e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -22008902.000000 Penalty: 6025.323242
	Iteration 53Q: 3 clusters Score -2.20089e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -22008992.000000 Penalty: 6025.323242
	Iteration 54Q: 3 clusters Score -2.200899e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -22008998.000000 Penalty: 6025.323242
	Iteration 55Q: 3 clusters Score -2.2009e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -22009012.000000 Penalty: 6025.323242
	Iteration 56Q: 3 clusters Score -2.200901e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -22009048.000000 Penalty: 6025.323242
	Iteration 57Q: 3 clusters Score -2.200905e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -22009026.000000 Penalty: 6025.323242
	Iteration 58Q: 3 clusters Score -2.200903e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109044 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -22009006.000000 Penalty: 6025.323242
	Iteration 59Q: 3 clusters Score -2.200901e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -22008966.000000 Penalty: 6025.323242
	Iteration 60F: 3 clusters Score -2.200897e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109543 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -22008972.000000 Penalty: 6025.323242
	Iteration 61Q: 3 clusters Score -2.200897e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -22009022.000000 Penalty: 6025.323242
	Iteration 62Q: 3 clusters Score -2.200902e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110030 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -22009046.000000 Penalty: 6025.323242
	Iteration 63Q: 3 clusters Score -2.200905e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110253 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -22009074.000000 Penalty: 6025.323242
	Iteration 64Q: 3 clusters Score -2.200907e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110499 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -22009000.000000 Penalty: 6025.323242
	Iteration 65Q: 3 clusters Score -2.2009e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -22008996.000000 Penalty: 6025.323242
	Iteration 66Q: 3 clusters Score -2.2009e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -22008990.000000 Penalty: 6025.323242
	Iteration 67Q: 3 clusters Score -2.200899e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 77517 members 
Entering Unmasked Estep 
Score: -22008950.000000 Penalty: 6025.323242
	Iteration 68Q: 3 clusters Score -2.200895e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111400 members 
Mstep: Class 2 contains 77284 members 
Entering Unmasked Estep 
Score: -22008970.000000 Penalty: 6025.323242
	Iteration 69Q: 3 clusters Score -2.200897e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -22008954.000000 Penalty: 6025.323242
	Iteration 70Q: 3 clusters Score -2.200895e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111828 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -22008908.000000 Penalty: 6025.323242
	Iteration 71Q: 3 clusters Score -2.200891e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -22008980.000000 Penalty: 6025.323242
	Iteration 72Q: 3 clusters Score -2.200898e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112288 members 
Mstep: Class 2 contains 76396 members 
Entering Unmasked Estep 
Score: -22008970.000000 Penalty: 6025.323242
	Iteration 73Q: 3 clusters Score -2.200897e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112523 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
Score: -22008990.000000 Penalty: 6025.323242
	Iteration 74Q: 3 clusters Score -2.200899e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -22009000.000000 Penalty: 6025.323242
	Iteration 75Q: 3 clusters Score -2.2009e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -22009004.000000 Penalty: 6025.323242
	Iteration 76Q: 3 clusters Score -2.2009e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113169 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -22008968.000000 Penalty: 6025.323242
	Iteration 77Q: 3 clusters Score -2.200897e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -22008958.000000 Penalty: 6025.323242
	Iteration 78Q: 3 clusters Score -2.200896e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -22009002.000000 Penalty: 6025.323242
	Iteration 79Q: 3 clusters Score -2.2009e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113857 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -22008966.000000 Penalty: 6025.323242
	Iteration 80F: 3 clusters Score -2.200897e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -22008966.000000 Penalty: 6025.323242
	Iteration 81Q: 3 clusters Score -2.200897e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114317 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -22008990.000000 Penalty: 6025.323242
	Iteration 82Q: 3 clusters Score -2.200899e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114553 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -22008966.000000 Penalty: 6025.323242
	Iteration 83Q: 3 clusters Score -2.200897e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114760 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -22009020.000000 Penalty: 6025.323242
	Iteration 84Q: 3 clusters Score -2.200902e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114953 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -22009112.000000 Penalty: 6025.323242
	Iteration 85Q: 3 clusters Score -2.200911e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115164 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -22009126.000000 Penalty: 6025.323242
	Iteration 86Q: 3 clusters Score -2.200913e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115397 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -22009096.000000 Penalty: 6025.323242
	Iteration 87Q: 3 clusters Score -2.20091e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115620 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -22009090.000000 Penalty: 6025.323242
	Iteration 88Q: 3 clusters Score -2.200909e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115823 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -22009130.000000 Penalty: 6025.323242
	Iteration 89Q: 3 clusters Score -2.200913e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -22009168.000000 Penalty: 6025.323242
	Iteration 90Q: 3 clusters Score -2.200917e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116237 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -22009190.000000 Penalty: 6025.323242
	Iteration 91Q: 3 clusters Score -2.200919e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116458 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -22009212.000000 Penalty: 6025.323242
	Iteration 92Q: 3 clusters Score -2.200921e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116684 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -22009230.000000 Penalty: 6025.323242
	Iteration 93Q: 3 clusters Score -2.200923e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116914 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -22009198.000000 Penalty: 6025.323242
	Iteration 94Q: 3 clusters Score -2.20092e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117156 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -22009166.000000 Penalty: 6025.323242
	Iteration 95Q: 3 clusters Score -2.200917e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117426 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -22009168.000000 Penalty: 6025.323242
	Iteration 96Q: 3 clusters Score -2.200917e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117686 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -22009160.000000 Penalty: 6025.323242
	Iteration 97Q: 3 clusters Score -2.200916e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117963 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -22009232.000000 Penalty: 6025.323242
	Iteration 98Q: 3 clusters Score -2.200923e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -22009236.000000 Penalty: 6025.323242
	Iteration 99Q: 3 clusters Score -2.200924e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118538 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -22009260.000000 Penalty: 6025.323242
	Iteration 100F: 3 clusters Score -2.200926e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 69857 members 
Entering Unmasked Estep 
Score: -22009214.000000 Penalty: 6025.323242
	Iteration 101Q: 3 clusters Score -2.200921e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119113 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -22009180.000000 Penalty: 6025.323242
	Iteration 102Q: 3 clusters Score -2.200918e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119406 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -22009156.000000 Penalty: 6025.323242
	Iteration 103Q: 3 clusters Score -2.200916e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119681 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -22009184.000000 Penalty: 6025.323242
	Iteration 104Q: 3 clusters Score -2.200918e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119942 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -22009194.000000 Penalty: 6025.323242
	Iteration 105Q: 3 clusters Score -2.200919e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120182 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -22009290.000000 Penalty: 6025.323242
	Iteration 106Q: 3 clusters Score -2.200929e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120405 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -22009288.000000 Penalty: 6025.323242
	Iteration 107Q: 3 clusters Score -2.200929e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120622 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -22009270.000000 Penalty: 6025.323242
	Iteration 108Q: 3 clusters Score -2.200927e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120846 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -22009288.000000 Penalty: 6025.323242
	Iteration 109Q: 3 clusters Score -2.200929e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121081 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -22009378.000000 Penalty: 6025.323242
	Iteration 110Q: 3 clusters Score -2.200938e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121332 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -22009362.000000 Penalty: 6025.323242
	Iteration 111Q: 3 clusters Score -2.200936e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121551 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -22009398.000000 Penalty: 6025.323242
	Iteration 112Q: 3 clusters Score -2.20094e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -22009430.000000 Penalty: 6025.323242
	Iteration 113Q: 3 clusters Score -2.200943e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122013 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -22009450.000000 Penalty: 6025.323242
	Iteration 114Q: 3 clusters Score -2.200945e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -22009504.000000 Penalty: 6025.323242
	Iteration 115Q: 3 clusters Score -2.20095e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122503 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -22009488.000000 Penalty: 6025.323242
	Iteration 116Q: 3 clusters Score -2.200949e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122739 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -22009474.000000 Penalty: 6025.323242
	Iteration 117Q: 3 clusters Score -2.200947e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -22009480.000000 Penalty: 6025.323242
	Iteration 118Q: 3 clusters Score -2.200948e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123173 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -22009450.000000 Penalty: 6025.323242
	Iteration 119Q: 3 clusters Score -2.200945e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123357 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -22009478.000000 Penalty: 6025.323242
	Iteration 120F: 3 clusters Score -2.200948e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123533 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -22009480.000000 Penalty: 6025.323242
	Iteration 121Q: 3 clusters Score -2.200948e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123725 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -22009484.000000 Penalty: 6025.323242
	Iteration 122Q: 3 clusters Score -2.200948e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123905 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -22009528.000000 Penalty: 6025.323242
	Iteration 123Q: 3 clusters Score -2.200953e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124089 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -22009490.000000 Penalty: 6025.323242
	Iteration 124Q: 3 clusters Score -2.200949e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124282 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -22009550.000000 Penalty: 6025.323242
	Iteration 125Q: 3 clusters Score -2.200955e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -22009576.000000 Penalty: 6025.323242
	Iteration 126Q: 3 clusters Score -2.200958e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124651 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -22009588.000000 Penalty: 6025.323242
	Iteration 127Q: 3 clusters Score -2.200959e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124844 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -22009610.000000 Penalty: 6025.323242
	Iteration 128Q: 3 clusters Score -2.200961e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125055 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -22009606.000000 Penalty: 6025.323242
	Iteration 129Q: 3 clusters Score -2.200961e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125280 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -22009612.000000 Penalty: 6025.323242
	Iteration 130Q: 3 clusters Score -2.200961e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125510 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -22009662.000000 Penalty: 6025.323242
	Iteration 131Q: 3 clusters Score -2.200966e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125775 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -22009632.000000 Penalty: 6025.323242
	Iteration 132Q: 3 clusters Score -2.200963e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126028 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -22009700.000000 Penalty: 6025.323242
	Iteration 133Q: 3 clusters Score -2.20097e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -22009742.000000 Penalty: 6025.323242
	Iteration 134Q: 3 clusters Score -2.200974e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126532 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -22009734.000000 Penalty: 6025.323242
	Iteration 135Q: 3 clusters Score -2.200973e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126805 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -22009788.000000 Penalty: 6025.323242
	Iteration 136Q: 3 clusters Score -2.200979e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -22009774.000000 Penalty: 6025.323242
	Iteration 137Q: 3 clusters Score -2.200977e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127277 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -22009832.000000 Penalty: 6025.323242
	Iteration 138Q: 3 clusters Score -2.200983e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127508 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -22009846.000000 Penalty: 6025.323242
	Iteration 139Q: 3 clusters Score -2.200985e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127745 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -22009776.000000 Penalty: 6025.323242
	Iteration 140F: 3 clusters Score -2.200978e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127959 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -22009740.000000 Penalty: 6025.323242
	Iteration 141Q: 3 clusters Score -2.200974e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128201 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -22009804.000000 Penalty: 6025.323242
	Iteration 142Q: 3 clusters Score -2.20098e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -22009844.000000 Penalty: 6025.323242
	Iteration 143Q: 3 clusters Score -2.200984e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128716 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -22009846.000000 Penalty: 6025.323242
	Iteration 144Q: 3 clusters Score -2.200985e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -22009896.000000 Penalty: 6025.323242
	Iteration 145Q: 3 clusters Score -2.20099e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129218 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -22009918.000000 Penalty: 6025.323242
	Iteration 146Q: 3 clusters Score -2.200992e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129453 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -22009916.000000 Penalty: 6025.323242
	Iteration 147Q: 3 clusters Score -2.200992e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129668 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -22009918.000000 Penalty: 6025.323242
	Iteration 148Q: 3 clusters Score -2.200992e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129912 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -22009940.000000 Penalty: 6025.323242
	Iteration 149Q: 3 clusters Score -2.200994e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130168 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -22009918.000000 Penalty: 6025.323242
	Iteration 150Q: 3 clusters Score -2.200992e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130410 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -22009916.000000 Penalty: 6025.323242
	Iteration 151Q: 3 clusters Score -2.200992e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130639 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -22009920.000000 Penalty: 6025.323242
	Iteration 152Q: 3 clusters Score -2.200992e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130889 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -22009922.000000 Penalty: 6025.323242
	Iteration 153Q: 3 clusters Score -2.200992e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131125 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -22009894.000000 Penalty: 6025.323242
	Iteration 154Q: 3 clusters Score -2.200989e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131374 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -22009904.000000 Penalty: 6025.323242
	Iteration 155Q: 3 clusters Score -2.20099e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131597 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -22009932.000000 Penalty: 6025.323242
	Iteration 156Q: 3 clusters Score -2.200993e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131818 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -22009902.000000 Penalty: 6025.323242
	Iteration 157Q: 3 clusters Score -2.20099e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132028 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -22009872.000000 Penalty: 6025.323242
	Iteration 158Q: 3 clusters Score -2.200987e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132243 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -22009890.000000 Penalty: 6025.323242
	Iteration 159Q: 3 clusters Score -2.200989e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132453 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -22009824.000000 Penalty: 6025.323242
	Iteration 160F: 3 clusters Score -2.200982e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132669 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -22009872.000000 Penalty: 6025.323242
	Iteration 161Q: 3 clusters Score -2.200987e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132883 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -22009944.000000 Penalty: 6025.323242
	Iteration 162Q: 3 clusters Score -2.200994e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133109 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -22009892.000000 Penalty: 6025.323242
	Iteration 163Q: 3 clusters Score -2.200989e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133319 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -22009908.000000 Penalty: 6025.323242
	Iteration 164Q: 3 clusters Score -2.200991e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133524 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -22009928.000000 Penalty: 6025.323242
	Iteration 165Q: 3 clusters Score -2.200993e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133740 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -22009958.000000 Penalty: 6025.323242
	Iteration 166Q: 3 clusters Score -2.200996e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133947 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -22009944.000000 Penalty: 6025.323242
	Iteration 167Q: 3 clusters Score -2.200994e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -22009992.000000 Penalty: 6025.323242
	Iteration 168Q: 3 clusters Score -2.200999e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134390 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -22009922.000000 Penalty: 6025.323242
	Iteration 169Q: 3 clusters Score -2.200992e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134619 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -22009940.000000 Penalty: 6025.323242
	Iteration 170Q: 3 clusters Score -2.200994e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134846 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -22009958.000000 Penalty: 6025.323242
	Iteration 171Q: 3 clusters Score -2.200996e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135075 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -22009944.000000 Penalty: 6025.323242
	Iteration 172Q: 3 clusters Score -2.200994e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135308 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -22009940.000000 Penalty: 6025.323242
	Iteration 173Q: 3 clusters Score -2.200994e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135557 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -22009942.000000 Penalty: 6025.323242
	Iteration 174Q: 3 clusters Score -2.200994e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135800 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -22009982.000000 Penalty: 6025.323242
	Iteration 175Q: 3 clusters Score -2.200998e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136051 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -22010008.000000 Penalty: 6025.323242
	Iteration 176Q: 3 clusters Score -2.201001e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136296 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -22010040.000000 Penalty: 6025.323242
	Iteration 177Q: 3 clusters Score -2.201004e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136509 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -22010070.000000 Penalty: 6025.323242
	Iteration 178Q: 3 clusters Score -2.201007e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136726 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -22010102.000000 Penalty: 6025.323242
	Iteration 179Q: 3 clusters Score -2.20101e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -22010076.000000 Penalty: 6025.323242
	Iteration 180F: 3 clusters Score -2.201008e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137193 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -22010078.000000 Penalty: 6025.323242
	Iteration 181Q: 3 clusters Score -2.201008e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137396 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -22010104.000000 Penalty: 6025.323242
	Iteration 182Q: 3 clusters Score -2.20101e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137600 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -22010112.000000 Penalty: 6025.323242
	Iteration 183Q: 3 clusters Score -2.201011e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137801 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -22010140.000000 Penalty: 6025.323242
	Iteration 184Q: 3 clusters Score -2.201014e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138002 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -22010126.000000 Penalty: 6025.323242
	Iteration 185Q: 3 clusters Score -2.201013e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -22010090.000000 Penalty: 6025.323242
	Iteration 186Q: 3 clusters Score -2.201009e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138377 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -22010102.000000 Penalty: 6025.323242
	Iteration 187Q: 3 clusters Score -2.20101e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138556 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -22010112.000000 Penalty: 6025.323242
	Iteration 188Q: 3 clusters Score -2.201011e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138767 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -22010136.000000 Penalty: 6025.323242
	Iteration 189Q: 3 clusters Score -2.201014e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138971 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -22010146.000000 Penalty: 6025.323242
	Iteration 190Q: 3 clusters Score -2.201015e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139172 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -22010172.000000 Penalty: 6025.323242
	Iteration 191Q: 3 clusters Score -2.201017e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139369 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -22010216.000000 Penalty: 6025.323242
	Iteration 192Q: 3 clusters Score -2.201022e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139544 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -22010210.000000 Penalty: 6025.323242
	Iteration 193Q: 3 clusters Score -2.201021e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139716 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -22010204.000000 Penalty: 6025.323242
	Iteration 194Q: 3 clusters Score -2.20102e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139890 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -22010194.000000 Penalty: 6025.323242
	Iteration 195Q: 3 clusters Score -2.201019e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140055 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -22010162.000000 Penalty: 6025.323242
	Iteration 196Q: 3 clusters Score -2.201016e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140209 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -22010164.000000 Penalty: 6025.323242
	Iteration 197Q: 3 clusters Score -2.201016e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140385 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -22010166.000000 Penalty: 6025.323242
	Iteration 198Q: 3 clusters Score -2.201017e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140560 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -22010166.000000 Penalty: 6025.323242
	Iteration 199Q: 3 clusters Score -2.201017e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140739 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -22010172.000000 Penalty: 6025.323242
	Iteration 200F: 3 clusters Score -2.201017e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140904 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -22010214.000000 Penalty: 6025.323242
	Iteration 201Q: 3 clusters Score -2.201021e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141078 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -22010218.000000 Penalty: 6025.323242
	Iteration 202Q: 3 clusters Score -2.201022e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141238 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -22010192.000000 Penalty: 6025.323242
	Iteration 203Q: 3 clusters Score -2.201019e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141397 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -22010254.000000 Penalty: 6025.323242
	Iteration 204Q: 3 clusters Score -2.201025e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -22010236.000000 Penalty: 6025.323242
	Iteration 205Q: 3 clusters Score -2.201024e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141699 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -22010244.000000 Penalty: 6025.323242
	Iteration 206Q: 3 clusters Score -2.201024e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141843 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -22010262.000000 Penalty: 6025.323242
	Iteration 207Q: 3 clusters Score -2.201026e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141972 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -22010286.000000 Penalty: 6025.323242
	Iteration 208Q: 3 clusters Score -2.201029e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142112 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -22010310.000000 Penalty: 6025.323242
	Iteration 209Q: 3 clusters Score -2.201031e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142243 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -22010320.000000 Penalty: 6025.323242
	Iteration 210Q: 3 clusters Score -2.201032e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142363 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -22010362.000000 Penalty: 6025.323242
	Iteration 211Q: 3 clusters Score -2.201036e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142473 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -22010308.000000 Penalty: 6025.323242
	Iteration 212Q: 3 clusters Score -2.201031e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142573 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -22010320.000000 Penalty: 6025.323242
	Iteration 213Q: 3 clusters Score -2.201032e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142670 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -22010344.000000 Penalty: 6025.323242
	Iteration 214Q: 3 clusters Score -2.201034e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142770 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -22010306.000000 Penalty: 6025.323242
	Iteration 215Q: 3 clusters Score -2.201031e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142875 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -22010300.000000 Penalty: 6025.323242
	Iteration 216Q: 3 clusters Score -2.20103e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -22010304.000000 Penalty: 6025.323242
	Iteration 217Q: 3 clusters Score -2.20103e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143073 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -22010314.000000 Penalty: 6025.323242
	Iteration 218Q: 3 clusters Score -2.201031e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143152 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -22010320.000000 Penalty: 6025.323242
	Iteration 219Q: 3 clusters Score -2.201032e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -22010326.000000 Penalty: 6025.323242
	Iteration 220F: 3 clusters Score -2.201033e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143287 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -22010326.000000 Penalty: 6025.323242
	Iteration 221Q: 3 clusters Score -2.201033e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143359 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -22010290.000000 Penalty: 6025.323242
	Iteration 222Q: 3 clusters Score -2.201029e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143431 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -22010330.000000 Penalty: 6025.323242
	Iteration 223Q: 3 clusters Score -2.201033e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143515 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -22010326.000000 Penalty: 6025.323242
	Iteration 224Q: 3 clusters Score -2.201033e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143592 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -22010320.000000 Penalty: 6025.323242
	Iteration 225Q: 3 clusters Score -2.201032e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143678 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -22010328.000000 Penalty: 6025.323242
	Iteration 226Q: 3 clusters Score -2.201033e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143780 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -22010330.000000 Penalty: 6025.323242
	Iteration 227Q: 3 clusters Score -2.201033e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143891 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -22010300.000000 Penalty: 6025.323242
	Iteration 228Q: 3 clusters Score -2.20103e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144007 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -22010346.000000 Penalty: 6025.323242
	Iteration 229Q: 3 clusters Score -2.201035e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144125 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -22010364.000000 Penalty: 6025.323242
	Iteration 230Q: 3 clusters Score -2.201036e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144230 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -22010374.000000 Penalty: 6025.323242
	Iteration 231Q: 3 clusters Score -2.201037e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144350 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -22010382.000000 Penalty: 6025.323242
	Iteration 232Q: 3 clusters Score -2.201038e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144470 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -22010366.000000 Penalty: 6025.323242
	Iteration 233Q: 3 clusters Score -2.201037e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144588 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -22010362.000000 Penalty: 6025.323242
	Iteration 234Q: 3 clusters Score -2.201036e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144691 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -22010380.000000 Penalty: 6025.323242
	Iteration 235Q: 3 clusters Score -2.201038e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -22010414.000000 Penalty: 6025.323242
	Iteration 236Q: 3 clusters Score -2.201041e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144886 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -22010406.000000 Penalty: 6025.323242
	Iteration 237Q: 3 clusters Score -2.201041e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144982 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -22010384.000000 Penalty: 6025.323242
	Iteration 238Q: 3 clusters Score -2.201038e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145057 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -22010366.000000 Penalty: 6025.323242
	Iteration 239Q: 3 clusters Score -2.201037e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145136 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -22010370.000000 Penalty: 6025.323242
	Iteration 240F: 3 clusters Score -2.201037e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145217 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -22010410.000000 Penalty: 6025.323242
	Iteration 241Q: 3 clusters Score -2.201041e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145286 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -22010400.000000 Penalty: 6025.323242
	Iteration 242Q: 3 clusters Score -2.20104e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145363 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -22010408.000000 Penalty: 6025.323242
	Iteration 243Q: 3 clusters Score -2.201041e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145436 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -22010362.000000 Penalty: 6025.323242
	Iteration 244Q: 3 clusters Score -2.201036e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145509 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -22010344.000000 Penalty: 6025.323242
	Iteration 245Q: 3 clusters Score -2.201034e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145574 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -22010368.000000 Penalty: 6025.323242
	Iteration 246Q: 3 clusters Score -2.201037e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145642 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -22010406.000000 Penalty: 6025.323242
	Iteration 247Q: 3 clusters Score -2.201041e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145709 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -22010394.000000 Penalty: 6025.323242
	Iteration 248Q: 3 clusters Score -2.201039e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145781 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -22010370.000000 Penalty: 6025.323242
	Iteration 249Q: 3 clusters Score -2.201037e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145847 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -22010382.000000 Penalty: 6025.323242
	Iteration 250Q: 3 clusters Score -2.201038e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145911 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -22010380.000000 Penalty: 6025.323242
	Iteration 251Q: 3 clusters Score -2.201038e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145979 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -22010398.000000 Penalty: 6025.323242
	Iteration 252Q: 3 clusters Score -2.20104e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146047 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -22010392.000000 Penalty: 6025.323242
	Iteration 253Q: 3 clusters Score -2.201039e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146122 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -22010412.000000 Penalty: 6025.323242
	Iteration 254Q: 3 clusters Score -2.201041e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146195 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -22010400.000000 Penalty: 6025.323242
	Iteration 255Q: 3 clusters Score -2.20104e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146277 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -22010390.000000 Penalty: 6025.323242
	Iteration 256Q: 3 clusters Score -2.201039e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146365 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -22010366.000000 Penalty: 6025.323242
	Iteration 257Q: 3 clusters Score -2.201037e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146452 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -22010322.000000 Penalty: 6025.323242
	Iteration 258Q: 3 clusters Score -2.201032e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146548 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -22010352.000000 Penalty: 6025.323242
	Iteration 259Q: 3 clusters Score -2.201035e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146643 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -22010346.000000 Penalty: 6025.323242
	Iteration 260F: 3 clusters Score -2.201035e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -22010310.000000 Penalty: 6025.323242
	Iteration 261Q: 3 clusters Score -2.201031e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146808 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -22010326.000000 Penalty: 6025.323242
	Iteration 262Q: 3 clusters Score -2.201033e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146883 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -22010358.000000 Penalty: 6025.323242
	Iteration 263Q: 3 clusters Score -2.201036e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -22010328.000000 Penalty: 6025.323242
	Iteration 264Q: 3 clusters Score -2.201033e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147049 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -22010354.000000 Penalty: 6025.323242
	Iteration 265Q: 3 clusters Score -2.201035e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -22010338.000000 Penalty: 6025.323242
	Iteration 266Q: 3 clusters Score -2.201034e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147200 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -22010332.000000 Penalty: 6025.323242
	Iteration 267Q: 3 clusters Score -2.201033e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147275 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -22010336.000000 Penalty: 6025.323242
	Iteration 268Q: 3 clusters Score -2.201034e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147357 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -22010326.000000 Penalty: 6025.323242
	Iteration 269Q: 3 clusters Score -2.201033e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147432 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -22010338.000000 Penalty: 6025.323242
	Iteration 270Q: 3 clusters Score -2.201034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147489 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -22010358.000000 Penalty: 6025.323242
	Iteration 271Q: 3 clusters Score -2.201036e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -22010352.000000 Penalty: 6025.323242
	Iteration 272Q: 3 clusters Score -2.201035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -22010384.000000 Penalty: 6025.323242
	Iteration 273Q: 3 clusters Score -2.201038e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147648 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -22010416.000000 Penalty: 6025.323242
	Iteration 274Q: 3 clusters Score -2.201042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -22010414.000000 Penalty: 6025.323242
	Iteration 275Q: 3 clusters Score -2.201041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -22010410.000000 Penalty: 6025.323242
	Iteration 276Q: 3 clusters Score -2.201041e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147822 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -22010438.000000 Penalty: 6025.323242
	Iteration 277Q: 3 clusters Score -2.201044e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147884 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -22010420.000000 Penalty: 6025.323242
	Iteration 278Q: 3 clusters Score -2.201042e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147936 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -22010446.000000 Penalty: 6025.323242
	Iteration 279Q: 3 clusters Score -2.201045e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -22010430.000000 Penalty: 6025.323242
	Iteration 280F: 3 clusters Score -2.201043e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148038 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -22010418.000000 Penalty: 6025.323242
	Iteration 281Q: 3 clusters Score -2.201042e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148089 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -22010444.000000 Penalty: 6025.323242
	Iteration 282Q: 3 clusters Score -2.201044e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148139 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -22010414.000000 Penalty: 6025.323242
	Iteration 283Q: 3 clusters Score -2.201041e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148190 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -22010416.000000 Penalty: 6025.323242
	Iteration 284Q: 3 clusters Score -2.201042e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148248 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -22010416.000000 Penalty: 6025.323242
	Iteration 285Q: 3 clusters Score -2.201042e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148312 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -22010396.000000 Penalty: 6025.323242
	Iteration 286Q: 3 clusters Score -2.20104e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148370 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -22010424.000000 Penalty: 6025.323242
	Iteration 287Q: 3 clusters Score -2.201042e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -22010426.000000 Penalty: 6025.323242
	Iteration 288Q: 3 clusters Score -2.201043e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148505 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -22010446.000000 Penalty: 6025.323242
	Iteration 289Q: 3 clusters Score -2.201045e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148573 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -22010462.000000 Penalty: 6025.323242
	Iteration 290Q: 3 clusters Score -2.201046e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148649 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -22010416.000000 Penalty: 6025.323242
	Iteration 291Q: 3 clusters Score -2.201042e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148734 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -22010416.000000 Penalty: 6025.323242
	Iteration 292Q: 3 clusters Score -2.201042e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -22010428.000000 Penalty: 6025.323242
	Iteration 293Q: 3 clusters Score -2.201043e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148897 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -22010414.000000 Penalty: 6025.323242
	Iteration 294Q: 3 clusters Score -2.201041e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148976 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -22010408.000000 Penalty: 6025.323242
	Iteration 295Q: 3 clusters Score -2.201041e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149069 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -22010406.000000 Penalty: 6025.323242
	Iteration 296Q: 3 clusters Score -2.201041e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149180 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -22010458.000000 Penalty: 6025.323242
	Iteration 297Q: 3 clusters Score -2.201046e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149294 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -22010422.000000 Penalty: 6025.323242
	Iteration 298Q: 3 clusters Score -2.201042e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149404 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -22010384.000000 Penalty: 6025.323242
	Iteration 299Q: 3 clusters Score -2.201038e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -22010372.000000 Penalty: 6025.323242
	Iteration 300F: 3 clusters Score -2.201037e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149602 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -22010352.000000 Penalty: 6025.323242
	Iteration 301Q: 3 clusters Score -2.201035e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149700 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -22010382.000000 Penalty: 6025.323242
	Iteration 302Q: 3 clusters Score -2.201038e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149806 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -22010364.000000 Penalty: 6025.323242
	Iteration 303Q: 3 clusters Score -2.201036e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149933 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -22010426.000000 Penalty: 6025.323242
	Iteration 304Q: 3 clusters Score -2.201043e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -22010446.000000 Penalty: 6025.323242
	Iteration 305Q: 3 clusters Score -2.201045e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150202 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -22010450.000000 Penalty: 6025.323242
	Iteration 306Q: 3 clusters Score -2.201045e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -22010460.000000 Penalty: 6025.323242
	Iteration 307Q: 3 clusters Score -2.201046e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -22010442.000000 Penalty: 6025.323242
	Iteration 308Q: 3 clusters Score -2.201044e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150627 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -22010476.000000 Penalty: 6025.323242
	Iteration 309Q: 3 clusters Score -2.201048e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150778 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -22010474.000000 Penalty: 6025.323242
	Iteration 310Q: 3 clusters Score -2.201047e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150929 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -22010446.000000 Penalty: 6025.323242
	Iteration 311Q: 3 clusters Score -2.201045e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -22010476.000000 Penalty: 6025.323242
	Iteration 312Q: 3 clusters Score -2.201048e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151273 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -22010466.000000 Penalty: 6025.323242
	Iteration 313Q: 3 clusters Score -2.201047e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151451 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -22010524.000000 Penalty: 6025.323242
	Iteration 314Q: 3 clusters Score -2.201052e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151626 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -22010510.000000 Penalty: 6025.323242
	Iteration 315Q: 3 clusters Score -2.201051e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151804 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -22010560.000000 Penalty: 6025.323242
	Iteration 316Q: 3 clusters Score -2.201056e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151970 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -22010554.000000 Penalty: 6025.323242
	Iteration 317Q: 3 clusters Score -2.201055e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152128 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -22010564.000000 Penalty: 6025.323242
	Iteration 318Q: 3 clusters Score -2.201056e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152282 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -22010588.000000 Penalty: 6025.323242
	Iteration 319Q: 3 clusters Score -2.201059e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152417 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -22010590.000000 Penalty: 6025.323242
	Iteration 320F: 3 clusters Score -2.201059e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152571 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -22010558.000000 Penalty: 6025.323242
	Iteration 321Q: 3 clusters Score -2.201056e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152715 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -22010580.000000 Penalty: 6025.323242
	Iteration 322Q: 3 clusters Score -2.201058e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -22010586.000000 Penalty: 6025.323242
	Iteration 323Q: 3 clusters Score -2.201059e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152991 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -22010578.000000 Penalty: 6025.323242
	Iteration 324Q: 3 clusters Score -2.201058e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153118 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -22010600.000000 Penalty: 6025.323242
	Iteration 325Q: 3 clusters Score -2.20106e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153217 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -22010580.000000 Penalty: 6025.323242
	Iteration 326Q: 3 clusters Score -2.201058e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153315 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -22010612.000000 Penalty: 6025.323242
	Iteration 327Q: 3 clusters Score -2.201061e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153418 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -22010614.000000 Penalty: 6025.323242
	Iteration 328Q: 3 clusters Score -2.201061e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -22010648.000000 Penalty: 6025.323242
	Iteration 329Q: 3 clusters Score -2.201065e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -22010630.000000 Penalty: 6025.323242
	Iteration 330Q: 3 clusters Score -2.201063e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153716 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -22010656.000000 Penalty: 6025.323242
	Iteration 331Q: 3 clusters Score -2.201066e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153819 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -22010642.000000 Penalty: 6025.323242
	Iteration 332Q: 3 clusters Score -2.201064e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -22010622.000000 Penalty: 6025.323242
	Iteration 333Q: 3 clusters Score -2.201062e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -22010638.000000 Penalty: 6025.323242
	Iteration 334Q: 3 clusters Score -2.201064e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154054 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -22010630.000000 Penalty: 6025.323242
	Iteration 335Q: 3 clusters Score -2.201063e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154131 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -22010622.000000 Penalty: 6025.323242
	Iteration 336Q: 3 clusters Score -2.201062e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154198 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -22010610.000000 Penalty: 6025.323242
	Iteration 337Q: 3 clusters Score -2.201061e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154254 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -22010624.000000 Penalty: 6025.323242
	Iteration 338Q: 3 clusters Score -2.201062e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154313 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -22010598.000000 Penalty: 6025.323242
	Iteration 339Q: 3 clusters Score -2.20106e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154364 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -22010608.000000 Penalty: 6025.323242
	Iteration 340F: 3 clusters Score -2.201061e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154426 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -22010616.000000 Penalty: 6025.323242
	Iteration 341Q: 3 clusters Score -2.201062e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154498 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -22010604.000000 Penalty: 6025.323242
	Iteration 342Q: 3 clusters Score -2.20106e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -22010600.000000 Penalty: 6025.323242
	Iteration 343Q: 3 clusters Score -2.20106e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -22010616.000000 Penalty: 6025.323242
	Iteration 344Q: 3 clusters Score -2.201062e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -22010624.000000 Penalty: 6025.323242
	Iteration 345Q: 3 clusters Score -2.201062e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154788 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -22010662.000000 Penalty: 6025.323242
	Iteration 346Q: 3 clusters Score -2.201066e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154868 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -22010670.000000 Penalty: 6025.323242
	Iteration 347Q: 3 clusters Score -2.201067e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -22010676.000000 Penalty: 6025.323242
	Iteration 348Q: 3 clusters Score -2.201068e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -22010658.000000 Penalty: 6025.323242
	Iteration 349Q: 3 clusters Score -2.201066e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155214 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -22010652.000000 Penalty: 6025.323242
	Iteration 350Q: 3 clusters Score -2.201065e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155326 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -22010652.000000 Penalty: 6025.323242
	Iteration 351Q: 3 clusters Score -2.201065e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155439 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -22010650.000000 Penalty: 6025.323242
	Iteration 352Q: 3 clusters Score -2.201065e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155559 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -22010582.000000 Penalty: 6025.323242
	Iteration 353Q: 3 clusters Score -2.201058e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -22010602.000000 Penalty: 6025.323242
	Iteration 354Q: 3 clusters Score -2.20106e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155791 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -22010578.000000 Penalty: 6025.323242
	Iteration 355Q: 3 clusters Score -2.201058e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155896 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -22010556.000000 Penalty: 6025.323242
	Iteration 356Q: 3 clusters Score -2.201056e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156031 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -22010574.000000 Penalty: 6025.323242
	Iteration 357Q: 3 clusters Score -2.201057e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156164 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -22010572.000000 Penalty: 6025.323242
	Iteration 358Q: 3 clusters Score -2.201057e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -22010584.000000 Penalty: 6025.323242
	Iteration 359Q: 3 clusters Score -2.201058e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -22010518.000000 Penalty: 6025.323242
	Iteration 360F: 3 clusters Score -2.201052e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -22010536.000000 Penalty: 6025.323242
	Iteration 361Q: 3 clusters Score -2.201054e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156729 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -22010564.000000 Penalty: 6025.323242
	Iteration 362Q: 3 clusters Score -2.201056e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -22010550.000000 Penalty: 6025.323242
	Iteration 363Q: 3 clusters Score -2.201055e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -22010568.000000 Penalty: 6025.323242
	Iteration 364Q: 3 clusters Score -2.201057e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -22010556.000000 Penalty: 6025.323242
	Iteration 365Q: 3 clusters Score -2.201056e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157187 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -22010596.000000 Penalty: 6025.323242
	Iteration 366Q: 3 clusters Score -2.20106e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -22010592.000000 Penalty: 6025.323242
	Iteration 367Q: 3 clusters Score -2.201059e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157437 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -22010580.000000 Penalty: 6025.323242
	Iteration 368Q: 3 clusters Score -2.201058e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -22010602.000000 Penalty: 6025.323242
	Iteration 369Q: 3 clusters Score -2.20106e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157679 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -22010646.000000 Penalty: 6025.323242
	Iteration 370Q: 3 clusters Score -2.201065e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157802 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -22010668.000000 Penalty: 6025.323242
	Iteration 371Q: 3 clusters Score -2.201067e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157942 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -22010688.000000 Penalty: 6025.323242
	Iteration 372Q: 3 clusters Score -2.201069e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158076 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -22010688.000000 Penalty: 6025.323242
	Iteration 373Q: 3 clusters Score -2.201069e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158206 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -22010670.000000 Penalty: 6025.323242
	Iteration 374Q: 3 clusters Score -2.201067e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -22010684.000000 Penalty: 6025.323242
	Iteration 375Q: 3 clusters Score -2.201068e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158423 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -22010676.000000 Penalty: 6025.323242
	Iteration 376Q: 3 clusters Score -2.201068e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158522 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -22010646.000000 Penalty: 6025.323242
	Iteration 377Q: 3 clusters Score -2.201065e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158624 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -22010664.000000 Penalty: 6025.323242
	Iteration 378Q: 3 clusters Score -2.201066e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158721 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -22010672.000000 Penalty: 6025.323242
	Iteration 379Q: 3 clusters Score -2.201067e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158829 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -22010664.000000 Penalty: 6025.323242
	Iteration 380F: 3 clusters Score -2.201066e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158928 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -22010684.000000 Penalty: 6025.323242
	Iteration 381Q: 3 clusters Score -2.201068e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -22010708.000000 Penalty: 6025.323242
	Iteration 382Q: 3 clusters Score -2.201071e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159146 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -22010670.000000 Penalty: 6025.323242
	Iteration 383Q: 3 clusters Score -2.201067e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159262 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -22010676.000000 Penalty: 6025.323242
	Iteration 384Q: 3 clusters Score -2.201068e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -22010702.000000 Penalty: 6025.323242
	Iteration 385Q: 3 clusters Score -2.20107e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -22010718.000000 Penalty: 6025.323242
	Iteration 386Q: 3 clusters Score -2.201072e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -22010730.000000 Penalty: 6025.323242
	Iteration 387Q: 3 clusters Score -2.201073e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159730 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -22010730.000000 Penalty: 6025.323242
	Iteration 388Q: 3 clusters Score -2.201073e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159858 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -22010742.000000 Penalty: 6025.323242
	Iteration 389Q: 3 clusters Score -2.201074e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159988 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -22010750.000000 Penalty: 6025.323242
	Iteration 390Q: 3 clusters Score -2.201075e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160106 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -22010770.000000 Penalty: 6025.323242
	Iteration 391Q: 3 clusters Score -2.201077e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160210 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -22010808.000000 Penalty: 6025.323242
	Iteration 392Q: 3 clusters Score -2.201081e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160313 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -22010826.000000 Penalty: 6025.323242
	Iteration 393Q: 3 clusters Score -2.201083e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160422 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -22010870.000000 Penalty: 6025.323242
	Iteration 394Q: 3 clusters Score -2.201087e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160529 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -22010878.000000 Penalty: 6025.323242
	Iteration 395Q: 3 clusters Score -2.201088e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160629 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -22010884.000000 Penalty: 6025.323242
	Iteration 396Q: 3 clusters Score -2.201088e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160735 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -22010934.000000 Penalty: 6025.323242
	Iteration 397Q: 3 clusters Score -2.201093e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160851 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -22010944.000000 Penalty: 6025.323242
	Iteration 398Q: 3 clusters Score -2.201094e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160965 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -22010930.000000 Penalty: 6025.323242
	Iteration 399Q: 3 clusters Score -2.201093e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161068 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -22010964.000000 Penalty: 6025.323242
	Iteration 400F: 3 clusters Score -2.201096e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161174 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -22010986.000000 Penalty: 6025.323242
	Iteration 401Q: 3 clusters Score -2.201099e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161277 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -22010968.000000 Penalty: 6025.323242
	Iteration 402Q: 3 clusters Score -2.201097e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161392 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -22010972.000000 Penalty: 6025.323242
	Iteration 403Q: 3 clusters Score -2.201097e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161510 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -22011030.000000 Penalty: 6025.323242
	Iteration 404Q: 3 clusters Score -2.201103e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -22011010.000000 Penalty: 6025.323242
	Iteration 405Q: 3 clusters Score -2.201101e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161722 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -22011024.000000 Penalty: 6025.323242
	Iteration 406Q: 3 clusters Score -2.201102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161819 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -22011054.000000 Penalty: 6025.323242
	Iteration 407Q: 3 clusters Score -2.201105e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161917 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -22011024.000000 Penalty: 6025.323242
	Iteration 408Q: 3 clusters Score -2.201102e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162017 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -22011052.000000 Penalty: 6025.323242
	Iteration 409Q: 3 clusters Score -2.201105e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -22011050.000000 Penalty: 6025.323242
	Iteration 410Q: 3 clusters Score -2.201105e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162219 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -22011092.000000 Penalty: 6025.323242
	Iteration 411Q: 3 clusters Score -2.201109e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162345 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -22011088.000000 Penalty: 6025.323242
	Iteration 412Q: 3 clusters Score -2.201109e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162479 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -22011102.000000 Penalty: 6025.323242
	Iteration 413Q: 3 clusters Score -2.20111e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162620 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -22011080.000000 Penalty: 6025.323242
	Iteration 414Q: 3 clusters Score -2.201108e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162763 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -22011096.000000 Penalty: 6025.323242
	Iteration 415Q: 3 clusters Score -2.20111e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162898 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -22011114.000000 Penalty: 6025.323242
	Iteration 416Q: 3 clusters Score -2.201111e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163041 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -22011142.000000 Penalty: 6025.323242
	Iteration 417Q: 3 clusters Score -2.201114e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163183 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -22011094.000000 Penalty: 6025.323242
	Iteration 418Q: 3 clusters Score -2.201109e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163333 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -22011128.000000 Penalty: 6025.323242
	Iteration 419Q: 3 clusters Score -2.201113e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163517 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -22011110.000000 Penalty: 6025.323242
	Iteration 420F: 3 clusters Score -2.201111e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163710 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -22011108.000000 Penalty: 6025.323242
	Iteration 421Q: 3 clusters Score -2.201111e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163914 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -22011134.000000 Penalty: 6025.323242
	Iteration 422Q: 3 clusters Score -2.201113e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164148 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -22011112.000000 Penalty: 6025.323242
	Iteration 423Q: 3 clusters Score -2.201111e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164403 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -22011130.000000 Penalty: 6025.323242
	Iteration 424Q: 3 clusters Score -2.201113e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -22011176.000000 Penalty: 6025.323242
	Iteration 425Q: 3 clusters Score -2.201118e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164874 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -22011166.000000 Penalty: 6025.323242
	Iteration 426Q: 3 clusters Score -2.201117e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -22011162.000000 Penalty: 6025.323242
	Iteration 427Q: 3 clusters Score -2.201116e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165318 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -22011158.000000 Penalty: 6025.323242
	Iteration 428Q: 3 clusters Score -2.201116e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165557 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -22011110.000000 Penalty: 6025.323242
	Iteration 429Q: 3 clusters Score -2.201111e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165826 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -22011128.000000 Penalty: 6025.323242
	Iteration 430Q: 3 clusters Score -2.201113e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166101 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -22011132.000000 Penalty: 6025.323242
	Iteration 431Q: 3 clusters Score -2.201113e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -22011158.000000 Penalty: 6025.323242
	Iteration 432Q: 3 clusters Score -2.201116e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -22011128.000000 Penalty: 6025.323242
	Iteration 433Q: 3 clusters Score -2.201113e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -22011106.000000 Penalty: 6025.323242
	Iteration 434Q: 3 clusters Score -2.201111e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167188 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -22011110.000000 Penalty: 6025.323242
	Iteration 435Q: 3 clusters Score -2.201111e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -22011150.000000 Penalty: 6025.323242
	Iteration 436Q: 3 clusters Score -2.201115e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167754 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -22011100.000000 Penalty: 6025.323242
	Iteration 437Q: 3 clusters Score -2.20111e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168034 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -22011078.000000 Penalty: 6025.323242
	Iteration 438Q: 3 clusters Score -2.201108e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168307 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -22011130.000000 Penalty: 6025.323242
	Iteration 439Q: 3 clusters Score -2.201113e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168572 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -22011170.000000 Penalty: 6025.323242
	Iteration 440F: 3 clusters Score -2.201117e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168843 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -22011182.000000 Penalty: 6025.323242
	Iteration 441Q: 3 clusters Score -2.201118e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169112 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -22011230.000000 Penalty: 6025.323242
	Iteration 442Q: 3 clusters Score -2.201123e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -22011218.000000 Penalty: 6025.323242
	Iteration 443Q: 3 clusters Score -2.201122e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -22011258.000000 Penalty: 6025.323242
	Iteration 444Q: 3 clusters Score -2.201126e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169952 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -22011272.000000 Penalty: 6025.323242
	Iteration 445Q: 3 clusters Score -2.201127e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -22011314.000000 Penalty: 6025.323242
	Iteration 446Q: 3 clusters Score -2.201131e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170645 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -22011324.000000 Penalty: 6025.323242
	Iteration 447Q: 3 clusters Score -2.201132e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -22011342.000000 Penalty: 6025.323242
	Iteration 448Q: 3 clusters Score -2.201134e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -22011382.000000 Penalty: 6025.323242
	Iteration 449Q: 3 clusters Score -2.201138e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171696 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -22011348.000000 Penalty: 6025.323242
	Iteration 450Q: 3 clusters Score -2.201135e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172005 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -22011380.000000 Penalty: 6025.323242
	Iteration 451Q: 3 clusters Score -2.201138e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172351 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -22011420.000000 Penalty: 6025.323242
	Iteration 452Q: 3 clusters Score -2.201142e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172730 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -22011450.000000 Penalty: 6025.323242
	Iteration 453Q: 3 clusters Score -2.201145e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173056 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -22011512.000000 Penalty: 6025.323242
	Iteration 454Q: 3 clusters Score -2.201151e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173425 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -22011618.000000 Penalty: 6025.323242
	Iteration 455Q: 3 clusters Score -2.201162e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173783 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -22011626.000000 Penalty: 6025.323242
	Iteration 456Q: 3 clusters Score -2.201163e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -22011644.000000 Penalty: 6025.323242
	Iteration 457Q: 3 clusters Score -2.201164e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174560 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -22011674.000000 Penalty: 6025.323242
	Iteration 458Q: 3 clusters Score -2.201167e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174986 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -22011676.000000 Penalty: 6025.323242
	Iteration 459Q: 3 clusters Score -2.201168e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175399 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -22011772.000000 Penalty: 6025.323242
	Iteration 460F: 3 clusters Score -2.201177e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175787 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -22011886.000000 Penalty: 6025.323242
	Iteration 461Q: 3 clusters Score -2.201189e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176194 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -22011886.000000 Penalty: 6025.323242
	Iteration 462Q: 3 clusters Score -2.201189e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176604 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -22011940.000000 Penalty: 6025.323242
	Iteration 463Q: 3 clusters Score -2.201194e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177027 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -22011966.000000 Penalty: 6025.323242
	Iteration 464Q: 3 clusters Score -2.201197e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177477 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -22012064.000000 Penalty: 6025.323242
	Iteration 465Q: 3 clusters Score -2.201206e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177948 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -22012028.000000 Penalty: 6025.323242
	Iteration 466Q: 3 clusters Score -2.201203e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -22012098.000000 Penalty: 6025.323242
	Iteration 467Q: 3 clusters Score -2.20121e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178823 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -22012138.000000 Penalty: 6025.323242
	Iteration 468Q: 3 clusters Score -2.201214e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179241 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -22012188.000000 Penalty: 6025.323242
	Iteration 469Q: 3 clusters Score -2.201219e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179645 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -22012290.000000 Penalty: 6025.323242
	Iteration 470Q: 3 clusters Score -2.201229e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180028 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -22012284.000000 Penalty: 6025.323242
	Iteration 471Q: 3 clusters Score -2.201228e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180371 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -22012314.000000 Penalty: 6025.323242
	Iteration 472Q: 3 clusters Score -2.201231e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180699 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -22012400.000000 Penalty: 6025.323242
	Iteration 473Q: 3 clusters Score -2.20124e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181011 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -22012440.000000 Penalty: 6025.323242
	Iteration 474Q: 3 clusters Score -2.201244e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181333 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -22012466.000000 Penalty: 6025.323242
	Iteration 475Q: 3 clusters Score -2.201247e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181630 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -22012524.000000 Penalty: 6025.323242
	Iteration 476Q: 3 clusters Score -2.201252e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181942 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -22012590.000000 Penalty: 6025.323242
	Iteration 477Q: 3 clusters Score -2.201259e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182204 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -22012568.000000 Penalty: 6025.323242
	Iteration 478Q: 3 clusters Score -2.201257e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182432 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -22012584.000000 Penalty: 6025.323242
	Iteration 479Q: 3 clusters Score -2.201258e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182663 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -22012620.000000 Penalty: 6025.323242
	Iteration 480F: 3 clusters Score -2.201262e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182873 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -22012624.000000 Penalty: 6025.323242
	Iteration 481Q: 3 clusters Score -2.201262e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183062 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -22012642.000000 Penalty: 6025.323242
	Iteration 482Q: 3 clusters Score -2.201264e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183248 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -22012674.000000 Penalty: 6025.323242
	Iteration 483Q: 3 clusters Score -2.201267e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183433 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -22012668.000000 Penalty: 6025.323242
	Iteration 484Q: 3 clusters Score -2.201267e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183606 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -22012716.000000 Penalty: 6025.323242
	Iteration 485Q: 3 clusters Score -2.201272e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183780 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -22012734.000000 Penalty: 6025.323242
	Iteration 486Q: 3 clusters Score -2.201273e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183938 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -22012762.000000 Penalty: 6025.323242
	Iteration 487Q: 3 clusters Score -2.201276e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184064 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -22012788.000000 Penalty: 6025.323242
	Iteration 488Q: 3 clusters Score -2.201279e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184166 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -22012840.000000 Penalty: 6025.323242
	Iteration 489Q: 3 clusters Score -2.201284e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184244 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -22012848.000000 Penalty: 6025.323242
	Iteration 490Q: 3 clusters Score -2.201285e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184317 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -22012896.000000 Penalty: 6025.323242
	Iteration 491Q: 3 clusters Score -2.20129e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184390 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -22012898.000000 Penalty: 6025.323242
	Iteration 492Q: 3 clusters Score -2.20129e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184462 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -22012878.000000 Penalty: 6025.323242
	Iteration 493Q: 3 clusters Score -2.201288e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184529 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -22012862.000000 Penalty: 6025.323242
	Iteration 494Q: 3 clusters Score -2.201286e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184604 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -22012858.000000 Penalty: 6025.323242
	Iteration 495Q: 3 clusters Score -2.201286e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184669 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -22012840.000000 Penalty: 6025.323242
	Iteration 496Q: 3 clusters Score -2.201284e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184732 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -22012896.000000 Penalty: 6025.323242
	Iteration 497Q: 3 clusters Score -2.20129e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184803 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -22012916.000000 Penalty: 6025.323242
	Iteration 498Q: 3 clusters Score -2.201292e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184883 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -22012930.000000 Penalty: 6025.323242
	Iteration 499Q: 3 clusters Score -2.201293e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184941 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -22012934.000000 Penalty: 6025.323242
	Iteration 500F: 3 clusters Score -2.201293e+07 nChanged 69
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 21 (11834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Entering Unmasked Estep 
Score: -1372143.875000 Penalty: 2325.925537
	Iteration 0F: 2 clusters Score -1372144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1363398.250000 Penalty: 4651.851074
	Iteration 0F: 3 clusters Score -1363398 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1366045.125000 Penalty: 4651.851074
	Iteration 1F: 3 clusters Score -1366045 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1366479.875000 Penalty: 4651.851074
	Iteration 2F: 3 clusters Score -1366480 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1366888.625000 Penalty: 4651.851074
	Iteration 3F: 3 clusters Score -1366889 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1367326.750000 Penalty: 4651.851074
	Iteration 4F: 3 clusters Score -1367327 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1367859.875000 Penalty: 4651.851074
	Iteration 5F: 3 clusters Score -1367860 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1368432.125000 Penalty: 4651.851074
	Iteration 6F: 3 clusters Score -1368432 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1368938.250000 Penalty: 4651.851074
	Iteration 7F: 3 clusters Score -1368938 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1369312.375000 Penalty: 4651.851074
	Iteration 8Q: 3 clusters Score -1369312 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1369580.500000 Penalty: 4651.851074
	Iteration 9Q: 3 clusters Score -1369580 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1369757.750000 Penalty: 4651.851074
	Iteration 10Q: 3 clusters Score -1369758 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1369876.000000 Penalty: 4651.851074
	Iteration 11Q: 3 clusters Score -1369876 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1369959.000000 Penalty: 4651.851074
	Iteration 12Q: 3 clusters Score -1369959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1370018.250000 Penalty: 4651.851074
	Iteration 13Q: 3 clusters Score -1370018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1370061.250000 Penalty: 4651.851074
	Iteration 14Q: 3 clusters Score -1370061 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1370102.000000 Penalty: 4651.851074
	Iteration 15Q: 3 clusters Score -1370102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1370129.500000 Penalty: 4651.851074
	Iteration 16Q: 3 clusters Score -1370130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1370153.250000 Penalty: 4651.851074
	Iteration 17Q: 3 clusters Score -1370153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1370172.000000 Penalty: 4651.851074
	Iteration 18Q: 3 clusters Score -1370172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1370184.250000 Penalty: 4651.851074
	Iteration 19Q: 3 clusters Score -1370184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1370190.875000 Penalty: 4651.851074
	Iteration 20F: 3 clusters Score -1370191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1370201.625000 Penalty: 4651.851074
	Iteration 21Q: 3 clusters Score -1370202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1370209.625000 Penalty: 4651.851074
	Iteration 22Q: 3 clusters Score -1370210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1370211.125000 Penalty: 4651.851074
	Iteration 23Q: 3 clusters Score -1370211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1370214.375000 Penalty: 4651.851074
	Iteration 24Q: 3 clusters Score -1370214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1370217.250000 Penalty: 4651.851074
	Iteration 25Q: 3 clusters Score -1370217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1370217.125000 Penalty: 4651.851074
	Iteration 26Q: 3 clusters Score -1370217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1370218.625000 Penalty: 4651.851074
	Iteration 27Q: 3 clusters Score -1370219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1370220.750000 Penalty: 4651.851074
	Iteration 28Q: 3 clusters Score -1370221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1370220.500000 Penalty: 4651.851074
	Iteration 29Q: 3 clusters Score -1370220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1370221.250000 Penalty: 4651.851074
	Iteration 30Q: 3 clusters Score -1370221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1370222.500000 Penalty: 4651.851074
	Iteration 31Q: 3 clusters Score -1370222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1370224.625000 Penalty: 4651.851074
	Iteration 32Q: 3 clusters Score -1370225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1370226.250000 Penalty: 4651.851074
	Iteration 33Q: 3 clusters Score -1370226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1370231.000000 Penalty: 4651.851074
	Iteration 34Q: 3 clusters Score -1370231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1370235.750000 Penalty: 4651.851074
	Iteration 35Q: 3 clusters Score -1370236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1370241.625000 Penalty: 4651.851074
	Iteration 36Q: 3 clusters Score -1370242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1370245.875000 Penalty: 4651.851074
	Iteration 37Q: 3 clusters Score -1370246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1370251.125000 Penalty: 4651.851074
	Iteration 38Q: 3 clusters Score -1370251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1370251.875000 Penalty: 4651.851074
	Iteration 39Q: 3 clusters Score -1370252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1370251.125000 Penalty: 4651.851074
	Iteration 40F: 3 clusters Score -1370251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1370254.125000 Penalty: 4651.851074
	Iteration 41Q: 3 clusters Score -1370254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1370253.500000 Penalty: 4651.851074
	Iteration 42Q: 3 clusters Score -1370254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1370256.375000 Penalty: 4651.851074
	Iteration 43Q: 3 clusters Score -1370256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1370259.000000 Penalty: 4651.851074
	Iteration 44Q: 3 clusters Score -1370259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1370258.875000 Penalty: 4651.851074
	Iteration 45Q: 3 clusters Score -1370259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1370259.500000 Penalty: 4651.851074
	Iteration 46Q: 3 clusters Score -1370260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1370259.125000 Penalty: 4651.851074
	Iteration 47Q: 3 clusters Score -1370259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1370261.500000 Penalty: 4651.851074
	Iteration 48Q: 3 clusters Score -1370262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1370262.000000 Penalty: 4651.851074
	Iteration 49Q: 3 clusters Score -1370262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1370262.625000 Penalty: 4651.851074
	Iteration 50Q: 3 clusters Score -1370263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1370265.250000 Penalty: 4651.851074
	Iteration 51Q: 3 clusters Score -1370265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1370267.875000 Penalty: 4651.851074
	Iteration 52Q: 3 clusters Score -1370268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1370268.125000 Penalty: 4651.851074
	Iteration 53Q: 3 clusters Score -1370268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1370268.125000 Penalty: 4651.851074
	Iteration 54Q: 3 clusters Score -1370268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1370268.125000 Penalty: 4651.851074
	Iteration 55F: 3 clusters Score -1370268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Entering Unmasked Estep 
Score: -5148793.000000 Penalty: 2651.032471
	Iteration 0F: 2 clusters Score -5148793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -5119246.500000 Penalty: 5302.064941
	Iteration 0F: 3 clusters Score -5119246 nChanged 20216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -5130434.500000 Penalty: 5302.064941
	Iteration 1F: 3 clusters Score -5130434 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5130999.500000 Penalty: 5302.064941
	Iteration 2Q: 3 clusters Score -5131000 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5131680.500000 Penalty: 5302.064941
	Iteration 3Q: 3 clusters Score -5131680 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -5132402.000000 Penalty: 5302.064941
	Iteration 4Q: 3 clusters Score -5132402 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -5133382.000000 Penalty: 5302.064941
	Iteration 5Q: 3 clusters Score -5133382 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -5134518.500000 Penalty: 5302.064941
	Iteration 6Q: 3 clusters Score -5134518 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -5135834.000000 Penalty: 5302.064941
	Iteration 7F: 3 clusters Score -5135834 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -5137370.500000 Penalty: 5302.064941
	Iteration 8F: 3 clusters Score -5137370 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -5138985.500000 Penalty: 5302.064941
	Iteration 9F: 3 clusters Score -5138986 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -5140541.000000 Penalty: 5302.064941
	Iteration 10F: 3 clusters Score -5140541 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -5141733.000000 Penalty: 5302.064941
	Iteration 11Q: 3 clusters Score -5141733 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -5142492.000000 Penalty: 5302.064941
	Iteration 12Q: 3 clusters Score -5142492 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -5142969.500000 Penalty: 5302.064941
	Iteration 13Q: 3 clusters Score -5142970 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -5143292.000000 Penalty: 5302.064941
	Iteration 14Q: 3 clusters Score -5143292 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -5143526.000000 Penalty: 5302.064941
	Iteration 15Q: 3 clusters Score -5143526 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5143725.000000 Penalty: 5302.064941
	Iteration 16Q: 3 clusters Score -5143725 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5143929.500000 Penalty: 5302.064941
	Iteration 17Q: 3 clusters Score -5143930 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -5144122.000000 Penalty: 5302.064941
	Iteration 18Q: 3 clusters Score -5144122 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -5144309.000000 Penalty: 5302.064941
	Iteration 19Q: 3 clusters Score -5144309 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -5144477.500000 Penalty: 5302.064941
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5144901 nChanged 389
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Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5145042 nChanged 397
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Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5145146 nChanged 378
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Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5145287 nChanged 361
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Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5145416 nChanged 357
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Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5146586 nChanged 139
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Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5146666 nChanged 115
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Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5146678 nChanged 102
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Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39022 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39160 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39210 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5146728 nChanged 39
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Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5146730 nChanged 32
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Mstep: Class 1 contains 39323 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39354 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5146740 nChanged 34
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Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39472 members 
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	Iteration 55Q: 3 clusters Score -5146774 nChanged 42
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Mstep: Class 1 contains 39512 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5146781 nChanged 42
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Mstep: Class 1 contains 39552 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5146778 nChanged 43
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Mstep: Class 1 contains 39593 members 
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	Iteration 58Q: 3 clusters Score -5146769 nChanged 44
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Mstep: Class 1 contains 39637 members 
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Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5146774 nChanged 37
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Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5146780 nChanged 35
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Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 4117 members 
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	Iteration 63Q: 3 clusters Score -5146804 nChanged 34
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Mstep: Class 1 contains 39816 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5146816 nChanged 34
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Mstep: Class 1 contains 39850 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5146810 nChanged 28
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Mstep: Class 1 contains 39878 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5146814 nChanged 29
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	Iteration 67Q: 3 clusters Score -5146818 nChanged 30
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	Iteration 68Q: 3 clusters Score -5146817 nChanged 28
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Mstep: Class 1 contains 39963 members 
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	Iteration 69Q: 3 clusters Score -5146822 nChanged 25
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	Iteration 70Q: 3 clusters Score -5146822 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40015 members 
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	Iteration 71Q: 3 clusters Score -5146840 nChanged 23
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Mstep: Class 1 contains 40034 members 
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	Iteration 72Q: 3 clusters Score -5146852 nChanged 23
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	Iteration 73Q: 3 clusters Score -5146860 nChanged 22
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	Iteration 74Q: 3 clusters Score -5146866 nChanged 20
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	Iteration 75Q: 3 clusters Score -5146862 nChanged 13
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	Iteration 76Q: 3 clusters Score -5146867 nChanged 17
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	Iteration 77Q: 3 clusters Score -5146876 nChanged 16
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	Iteration 78Q: 3 clusters Score -5146873 nChanged 15
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	Iteration 79Q: 3 clusters Score -5146878 nChanged 21
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	Iteration 80F: 3 clusters Score -5146888 nChanged 20
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Mstep: Class 1 contains 40193 members 
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	Iteration 81Q: 3 clusters Score -5146892 nChanged 19
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Mstep: Class 1 contains 40212 members 
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	Iteration 82Q: 3 clusters Score -5146888 nChanged 14
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Mstep: Class 1 contains 40226 members 
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	Iteration 83Q: 3 clusters Score -5146896 nChanged 8
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	Iteration 84Q: 3 clusters Score -5146892 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40237 members 
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	Iteration 85Q: 3 clusters Score -5146894 nChanged 5
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	Iteration 86Q: 3 clusters Score -5146886 nChanged 5
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	Iteration 87Q: 3 clusters Score -5146887 nChanged 4
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	Iteration 88Q: 3 clusters Score -5146886 nChanged 6
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	Iteration 89Q: 3 clusters Score -5146885 nChanged 6
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	Iteration 90Q: 3 clusters Score -5146884 nChanged 2
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	Iteration 91Q: 3 clusters Score -5146884 nChanged 2
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	Iteration 92Q: 3 clusters Score -5146884 nChanged 3
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	Iteration 93Q: 3 clusters Score -5146884 nChanged 3
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	Iteration 94Q: 3 clusters Score -5146884 nChanged 6
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	Iteration 95Q: 3 clusters Score -5146900 nChanged 5
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	Iteration 97Q: 3 clusters Score -5146892 nChanged 9
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	Iteration 98Q: 3 clusters Score -5146902 nChanged 10
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	Iteration 100F: 3 clusters Score -5146892 nChanged 9
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	Iteration 101Q: 3 clusters Score -5146896 nChanged 11
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	Iteration 102Q: 3 clusters Score -5146891 nChanged 10
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	Iteration 103Q: 3 clusters Score -5146886 nChanged 10
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	Iteration 104Q: 3 clusters Score -5146886 nChanged 6
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	Iteration 105Q: 3 clusters Score -5146894 nChanged 6
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	Iteration 106Q: 3 clusters Score -5146896 nChanged 5
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	Iteration 107Q: 3 clusters Score -5146892 nChanged 5
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	Iteration 108Q: 3 clusters Score -5146900 nChanged 4
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	Iteration 109Q: 3 clusters Score -5146898 nChanged 6
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	Iteration 110Q: 3 clusters Score -5146908 nChanged 5
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	Iteration 111Q: 3 clusters Score -5146903 nChanged 3
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	Iteration 112Q: 3 clusters Score -5146911 nChanged 3
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Score: -5146907.000000 Penalty: 5302.064941
	Iteration 113Q: 3 clusters Score -5146907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5146903.000000 Penalty: 5302.064941
	Iteration 114Q: 3 clusters Score -5146903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5146906.000000 Penalty: 5302.064941
	Iteration 115Q: 3 clusters Score -5146906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5146905.500000 Penalty: 5302.064941
	Iteration 116Q: 3 clusters Score -5146906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5146897.500000 Penalty: 5302.064941
	Iteration 117Q: 3 clusters Score -5146898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -5146900.000000 Penalty: 5302.064941
	Iteration 118Q: 3 clusters Score -5146900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5146897.000000 Penalty: 5302.064941
	Iteration 119Q: 3 clusters Score -5146897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5146897.000000 Penalty: 5302.064941
	Iteration 120F: 3 clusters Score -5146897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Entering Unmasked Estep 
Score: -1073523.500000 Penalty: 2267.204590
	Iteration 0F: 2 clusters Score -1073524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1066247.250000 Penalty: 4534.409180
	Iteration 0F: 3 clusters Score -1066247 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1068518.875000 Penalty: 4534.409180
	Iteration 1F: 3 clusters Score -1068519 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1068982.125000 Penalty: 4534.409180
	Iteration 2F: 3 clusters Score -1068982 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1069374.625000 Penalty: 4534.409180
	Iteration 3F: 3 clusters Score -1069375 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1069726.375000 Penalty: 4534.409180
	Iteration 4F: 3 clusters Score -1069726 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1070053.875000 Penalty: 4534.409180
	Iteration 5F: 3 clusters Score -1070054 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1070376.125000 Penalty: 4534.409180
	Iteration 6Q: 3 clusters Score -1070376 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1070684.875000 Penalty: 4534.409180
	Iteration 7Q: 3 clusters Score -1070685 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1071010.000000 Penalty: 4534.409180
	Iteration 8Q: 3 clusters Score -1071010 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1071272.250000 Penalty: 4534.409180
	Iteration 9Q: 3 clusters Score -1071272 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1071460.375000 Penalty: 4534.409180
	Iteration 10Q: 3 clusters Score -1071460 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1071594.000000 Penalty: 4534.409180
	Iteration 11Q: 3 clusters Score -1071594 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1071678.375000 Penalty: 4534.409180
	Iteration 12Q: 3 clusters Score -1071678 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1071733.125000 Penalty: 4534.409180
	Iteration 13Q: 3 clusters Score -1071733 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1071777.375000 Penalty: 4534.409180
	Iteration 14Q: 3 clusters Score -1071777 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1071814.875000 Penalty: 4534.409180
	Iteration 15Q: 3 clusters Score -1071815 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1071856.750000 Penalty: 4534.409180
	Iteration 16Q: 3 clusters Score -1071857 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1071900.750000 Penalty: 4534.409180
	Iteration 17Q: 3 clusters Score -1071901 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1071928.500000 Penalty: 4534.409180
	Iteration 18Q: 3 clusters Score -1071928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1071956.125000 Penalty: 4534.409180
	Iteration 19Q: 3 clusters Score -1071956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1071972.125000 Penalty: 4534.409180
	Iteration 20F: 3 clusters Score -1071972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1071990.000000 Penalty: 4534.409180
	Iteration 21Q: 3 clusters Score -1071990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1072002.750000 Penalty: 4534.409180
	Iteration 22Q: 3 clusters Score -1072003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1072011.375000 Penalty: 4534.409180
	Iteration 23Q: 3 clusters Score -1072011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1072022.125000 Penalty: 4534.409180
	Iteration 24Q: 3 clusters Score -1072022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1072032.375000 Penalty: 4534.409180
	Iteration 25Q: 3 clusters Score -1072032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1072038.875000 Penalty: 4534.409180
	Iteration 26Q: 3 clusters Score -1072039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1072049.375000 Penalty: 4534.409180
	Iteration 27Q: 3 clusters Score -1072049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1072058.750000 Penalty: 4534.409180
	Iteration 28Q: 3 clusters Score -1072059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1072066.875000 Penalty: 4534.409180
	Iteration 29Q: 3 clusters Score -1072067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1072080.375000 Penalty: 4534.409180
	Iteration 30Q: 3 clusters Score -1072080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1072088.375000 Penalty: 4534.409180
	Iteration 31Q: 3 clusters Score -1072088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1072093.125000 Penalty: 4534.409180
	Iteration 32Q: 3 clusters Score -1072093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1072097.500000 Penalty: 4534.409180
	Iteration 33Q: 3 clusters Score -1072098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1072101.375000 Penalty: 4534.409180
	Iteration 34Q: 3 clusters Score -1072101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1072105.250000 Penalty: 4534.409180
	Iteration 35Q: 3 clusters Score -1072105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1072105.750000 Penalty: 4534.409180
	Iteration 36Q: 3 clusters Score -1072106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1072108.125000 Penalty: 4534.409180
	Iteration 37Q: 3 clusters Score -1072108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1072109.375000 Penalty: 4534.409180
	Iteration 38Q: 3 clusters Score -1072109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1072114.875000 Penalty: 4534.409180
	Iteration 39Q: 3 clusters Score -1072115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1072115.250000 Penalty: 4534.409180
	Iteration 40F: 3 clusters Score -1072115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1072115.375000 Penalty: 4534.409180
	Iteration 41Q: 3 clusters Score -1072115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1072115.750000 Penalty: 4534.409180
	Iteration 42Q: 3 clusters Score -1072116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1072115.250000 Penalty: 4534.409180
	Iteration 43Q: 3 clusters Score -1072115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1072117.000000 Penalty: 4534.409180
	Iteration 44Q: 3 clusters Score -1072117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1072118.750000 Penalty: 4534.409180
	Iteration 45Q: 3 clusters Score -1072119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1072117.250000 Penalty: 4534.409180
	Iteration 46Q: 3 clusters Score -1072117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1072117.875000 Penalty: 4534.409180
	Iteration 47Q: 3 clusters Score -1072118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1072119.875000 Penalty: 4534.409180
	Iteration 48Q: 3 clusters Score -1072120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1072119.750000 Penalty: 4534.409180
	Iteration 49Q: 3 clusters Score -1072120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1072122.875000 Penalty: 4534.409180
	Iteration 50Q: 3 clusters Score -1072123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1072122.875000 Penalty: 4534.409180
	Iteration 51Q: 3 clusters Score -1072123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1072124.875000 Penalty: 4534.409180
	Iteration 52Q: 3 clusters Score -1072125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1072125.375000 Penalty: 4534.409180
	Iteration 53Q: 3 clusters Score -1072125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1072125.500000 Penalty: 4534.409180
	Iteration 54Q: 3 clusters Score -1072126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1072126.250000 Penalty: 4534.409180
	Iteration 55Q: 3 clusters Score -1072126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1072126.250000 Penalty: 4534.409180
	Iteration 56F: 3 clusters Score -1072126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Entering Unmasked Estep 
Score: -2226732.250000 Penalty: 2444.957520
	Iteration 0F: 2 clusters Score -2226732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2213225.750000 Penalty: 4889.915039
	Iteration 0F: 3 clusters Score -2213226 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2218122.750000 Penalty: 4889.915039
	Iteration 1F: 3 clusters Score -2218123 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2218907.750000 Penalty: 4889.915039
	Iteration 2F: 3 clusters Score -2218908 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2219540.500000 Penalty: 4889.915039
	Iteration 3F: 3 clusters Score -2219540 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2220026.000000 Penalty: 4889.915039
	Iteration 4F: 3 clusters Score -2220026 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2220455.750000 Penalty: 4889.915039
	Iteration 5Q: 3 clusters Score -2220456 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2220857.000000 Penalty: 4889.915039
	Iteration 6Q: 3 clusters Score -2220857 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2221271.750000 Penalty: 4889.915039
	Iteration 7Q: 3 clusters Score -2221272 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2221679.750000 Penalty: 4889.915039
	Iteration 8Q: 3 clusters Score -2221680 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2222114.000000 Penalty: 4889.915039
	Iteration 9Q: 3 clusters Score -2222114 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2222561.250000 Penalty: 4889.915039
	Iteration 10Q: 3 clusters Score -2222561 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2223078.000000 Penalty: 4889.915039
	Iteration 11Q: 3 clusters Score -2223078 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2223606.500000 Penalty: 4889.915039
	Iteration 12Q: 3 clusters Score -2223606 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2224082.250000 Penalty: 4889.915039
	Iteration 13Q: 3 clusters Score -2224082 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2224475.000000 Penalty: 4889.915039
	Iteration 14Q: 3 clusters Score -2224475 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2224857.750000 Penalty: 4889.915039
	Iteration 15Q: 3 clusters Score -2224858 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2225137.250000 Penalty: 4889.915039
	Iteration 16Q: 3 clusters Score -2225137 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2225352.000000 Penalty: 4889.915039
	Iteration 17Q: 3 clusters Score -2225352 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2225470.500000 Penalty: 4889.915039
	Iteration 18Q: 3 clusters Score -2225470 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2225556.750000 Penalty: 4889.915039
	Iteration 19Q: 3 clusters Score -2225557 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2225627.000000 Penalty: 4889.915039
	Iteration 20F: 3 clusters Score -2225627 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2225685.500000 Penalty: 4889.915039
	Iteration 21Q: 3 clusters Score -2225686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2225740.500000 Penalty: 4889.915039
	Iteration 22Q: 3 clusters Score -2225740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2225792.000000 Penalty: 4889.915039
	Iteration 23Q: 3 clusters Score -2225792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2225832.500000 Penalty: 4889.915039
	Iteration 24Q: 3 clusters Score -2225832 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2225877.000000 Penalty: 4889.915039
	Iteration 25Q: 3 clusters Score -2225877 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2225908.750000 Penalty: 4889.915039
	Iteration 26Q: 3 clusters Score -2225909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2225931.000000 Penalty: 4889.915039
	Iteration 27Q: 3 clusters Score -2225931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2225951.750000 Penalty: 4889.915039
	Iteration 28Q: 3 clusters Score -2225952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2225960.500000 Penalty: 4889.915039
	Iteration 29Q: 3 clusters Score -2225960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2225962.250000 Penalty: 4889.915039
	Iteration 30Q: 3 clusters Score -2225962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2225964.250000 Penalty: 4889.915039
	Iteration 31Q: 3 clusters Score -2225964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2225967.500000 Penalty: 4889.915039
	Iteration 32Q: 3 clusters Score -2225968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2225974.500000 Penalty: 4889.915039
	Iteration 33Q: 3 clusters Score -2225974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2225976.500000 Penalty: 4889.915039
	Iteration 34Q: 3 clusters Score -2225976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2225983.250000 Penalty: 4889.915039
	Iteration 35Q: 3 clusters Score -2225983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2225991.500000 Penalty: 4889.915039
	Iteration 36Q: 3 clusters Score -2225992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2225998.750000 Penalty: 4889.915039
	Iteration 37Q: 3 clusters Score -2225999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2226013.750000 Penalty: 4889.915039
	Iteration 38Q: 3 clusters Score -2226014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2226024.000000 Penalty: 4889.915039
	Iteration 39Q: 3 clusters Score -2226024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2226037.500000 Penalty: 4889.915039
	Iteration 40F: 3 clusters Score -2226038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2226049.750000 Penalty: 4889.915039
	Iteration 41Q: 3 clusters Score -2226050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2226063.250000 Penalty: 4889.915039
	Iteration 42Q: 3 clusters Score -2226063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2226071.000000 Penalty: 4889.915039
	Iteration 43Q: 3 clusters Score -2226071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2226075.250000 Penalty: 4889.915039
	Iteration 44Q: 3 clusters Score -2226075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2226075.750000 Penalty: 4889.915039
	Iteration 45Q: 3 clusters Score -2226076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2226082.250000 Penalty: 4889.915039
	Iteration 46Q: 3 clusters Score -2226082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2226088.000000 Penalty: 4889.915039
	Iteration 47Q: 3 clusters Score -2226088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2226092.250000 Penalty: 4889.915039
	Iteration 48Q: 3 clusters Score -2226092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2226095.250000 Penalty: 4889.915039
	Iteration 49Q: 3 clusters Score -2226095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2226101.000000 Penalty: 4889.915039
	Iteration 50Q: 3 clusters Score -2226101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2226105.750000 Penalty: 4889.915039
	Iteration 51Q: 3 clusters Score -2226106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2226106.000000 Penalty: 4889.915039
	Iteration 52Q: 3 clusters Score -2226106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2226107.000000 Penalty: 4889.915039
	Iteration 53Q: 3 clusters Score -2226107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2226110.000000 Penalty: 4889.915039
	Iteration 54Q: 3 clusters Score -2226110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2226119.750000 Penalty: 4889.915039
	Iteration 55Q: 3 clusters Score -2226120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2226112.500000 Penalty: 4889.915039
	Iteration 56Q: 3 clusters Score -2226112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2226117.750000 Penalty: 4889.915039
	Iteration 57Q: 3 clusters Score -2226118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2226116.750000 Penalty: 4889.915039
	Iteration 58Q: 3 clusters Score -2226117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2226120.750000 Penalty: 4889.915039
	Iteration 59Q: 3 clusters Score -2226121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2226120.750000 Penalty: 4889.915039
	Iteration 60F: 3 clusters Score -2226121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Entering Unmasked Estep 
Score: -1075903.500000 Penalty: 2262.080078
	Iteration 0F: 2 clusters Score -1075904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1068785.875000 Penalty: 4524.160156
	Iteration 0F: 3 clusters Score -1068786 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1070726.625000 Penalty: 4524.160156
	Iteration 1F: 3 clusters Score -1070727 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1071013.375000 Penalty: 4524.160156
	Iteration 2F: 3 clusters Score -1071013 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1071219.875000 Penalty: 4524.160156
	Iteration 3F: 3 clusters Score -1071220 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1071382.000000 Penalty: 4524.160156
	Iteration 4Q: 3 clusters Score -1071382 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1071509.000000 Penalty: 4524.160156
	Iteration 5Q: 3 clusters Score -1071509 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1071615.750000 Penalty: 4524.160156
	Iteration 6Q: 3 clusters Score -1071616 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1071718.750000 Penalty: 4524.160156
	Iteration 7Q: 3 clusters Score -1071719 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1071812.375000 Penalty: 4524.160156
	Iteration 8Q: 3 clusters Score -1071812 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1071898.125000 Penalty: 4524.160156
	Iteration 9Q: 3 clusters Score -1071898 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1071987.125000 Penalty: 4524.160156
	Iteration 10Q: 3 clusters Score -1071987 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1072079.500000 Penalty: 4524.160156
	Iteration 11Q: 3 clusters Score -1072080 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1072172.250000 Penalty: 4524.160156
	Iteration 12Q: 3 clusters Score -1072172 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1072243.500000 Penalty: 4524.160156
	Iteration 13Q: 3 clusters Score -1072244 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1072327.000000 Penalty: 4524.160156
	Iteration 14Q: 3 clusters Score -1072327 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1072437.000000 Penalty: 4524.160156
	Iteration 15Q: 3 clusters Score -1072437 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1072523.500000 Penalty: 4524.160156
	Iteration 16Q: 3 clusters Score -1072524 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1072620.500000 Penalty: 4524.160156
	Iteration 17Q: 3 clusters Score -1072620 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1072747.750000 Penalty: 4524.160156
	Iteration 18Q: 3 clusters Score -1072748 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1072883.625000 Penalty: 4524.160156
	Iteration 19Q: 3 clusters Score -1072884 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1073019.250000 Penalty: 4524.160156
	Iteration 20F: 3 clusters Score -1073019 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1073167.375000 Penalty: 4524.160156
	Iteration 21Q: 3 clusters Score -1073167 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1073306.625000 Penalty: 4524.160156
	Iteration 22Q: 3 clusters Score -1073307 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1073420.750000 Penalty: 4524.160156
	Iteration 23Q: 3 clusters Score -1073421 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1073513.625000 Penalty: 4524.160156
	Iteration 24Q: 3 clusters Score -1073514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1073594.375000 Penalty: 4524.160156
	Iteration 25Q: 3 clusters Score -1073594 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1073652.250000 Penalty: 4524.160156
	Iteration 26Q: 3 clusters Score -1073652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1073693.625000 Penalty: 4524.160156
	Iteration 27Q: 3 clusters Score -1073694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1073740.000000 Penalty: 4524.160156
	Iteration 28Q: 3 clusters Score -1073740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1073760.750000 Penalty: 4524.160156
	Iteration 29Q: 3 clusters Score -1073761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1073781.750000 Penalty: 4524.160156
	Iteration 30Q: 3 clusters Score -1073782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1073794.375000 Penalty: 4524.160156
	Iteration 31Q: 3 clusters Score -1073794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1073801.500000 Penalty: 4524.160156
	Iteration 32Q: 3 clusters Score -1073802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1073808.500000 Penalty: 4524.160156
	Iteration 33Q: 3 clusters Score -1073808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1073815.500000 Penalty: 4524.160156
	Iteration 34Q: 3 clusters Score -1073816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1073820.250000 Penalty: 4524.160156
	Iteration 35Q: 3 clusters Score -1073820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1073830.500000 Penalty: 4524.160156
	Iteration 36Q: 3 clusters Score -1073830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1073835.750000 Penalty: 4524.160156
	Iteration 37Q: 3 clusters Score -1073836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1073837.500000 Penalty: 4524.160156
	Iteration 38Q: 3 clusters Score -1073838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1073840.750000 Penalty: 4524.160156
	Iteration 39Q: 3 clusters Score -1073841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1073846.625000 Penalty: 4524.160156
	Iteration 40F: 3 clusters Score -1073847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1073850.750000 Penalty: 4524.160156
	Iteration 41Q: 3 clusters Score -1073851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1073853.500000 Penalty: 4524.160156
	Iteration 42Q: 3 clusters Score -1073854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1073858.250000 Penalty: 4524.160156
	Iteration 43Q: 3 clusters Score -1073858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1073862.250000 Penalty: 4524.160156
	Iteration 44Q: 3 clusters Score -1073862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1073864.500000 Penalty: 4524.160156
	Iteration 45Q: 3 clusters Score -1073864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1073869.500000 Penalty: 4524.160156
	Iteration 46Q: 3 clusters Score -1073870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1073875.750000 Penalty: 4524.160156
	Iteration 47Q: 3 clusters Score -1073876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1073880.500000 Penalty: 4524.160156
	Iteration 48Q: 3 clusters Score -1073880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1073880.500000 Penalty: 4524.160156
	Iteration 49Q: 3 clusters Score -1073880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1073885.125000 Penalty: 4524.160156
	Iteration 50Q: 3 clusters Score -1073885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1073886.375000 Penalty: 4524.160156
	Iteration 51Q: 3 clusters Score -1073886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1073886.375000 Penalty: 4524.160156
	Iteration 52F: 3 clusters Score -1073886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Entering Unmasked Estep 
Score: -4364908.000000 Penalty: 2610.786377
	Iteration 0F: 2 clusters Score -4364908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4339608.500000 Penalty: 5221.572754
	Iteration 0F: 3 clusters Score -4339608 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -4348809.000000 Penalty: 5221.572754
	Iteration 1F: 3 clusters Score -4348809 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4349319.500000 Penalty: 5221.572754
	Iteration 2Q: 3 clusters Score -4349320 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4349783.000000 Penalty: 5221.572754
	Iteration 3Q: 3 clusters Score -4349783 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4350237.500000 Penalty: 5221.572754
	Iteration 4Q: 3 clusters Score -4350238 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4350768.500000 Penalty: 5221.572754
	Iteration 5Q: 3 clusters Score -4350768 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -4351392.500000 Penalty: 5221.572754
	Iteration 6Q: 3 clusters Score -4351392 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4352335.000000 Penalty: 5221.572754
	Iteration 7Q: 3 clusters Score -4352335 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -4353660.000000 Penalty: 5221.572754
	Iteration 8F: 3 clusters Score -4353660 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4355236.000000 Penalty: 5221.572754
	Iteration 9F: 3 clusters Score -4355236 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -4356840.000000 Penalty: 5221.572754
	Iteration 10F: 3 clusters Score -4356840 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -4358036.000000 Penalty: 5221.572754
	Iteration 11F: 3 clusters Score -4358036 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4358727.500000 Penalty: 5221.572754
	Iteration 12Q: 3 clusters Score -4358728 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4359114.500000 Penalty: 5221.572754
	Iteration 13Q: 3 clusters Score -4359114 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4359446.000000 Penalty: 5221.572754
	Iteration 14Q: 3 clusters Score -4359446 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4359669.000000 Penalty: 5221.572754
	Iteration 15Q: 3 clusters Score -4359669 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4359904.000000 Penalty: 5221.572754
	Iteration 16Q: 3 clusters Score -4359904 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4360079.000000 Penalty: 5221.572754
	Iteration 17Q: 3 clusters Score -4360079 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4360227.500000 Penalty: 5221.572754
	Iteration 18Q: 3 clusters Score -4360228 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4360363.000000 Penalty: 5221.572754
	Iteration 19Q: 3 clusters Score -4360363 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -4360462.000000 Penalty: 5221.572754
	Iteration 20F: 3 clusters Score -4360462 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -4360558.000000 Penalty: 5221.572754
	Iteration 21Q: 3 clusters Score -4360558 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4360663.500000 Penalty: 5221.572754
	Iteration 22Q: 3 clusters Score -4360664 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4360735.500000 Penalty: 5221.572754
	Iteration 23Q: 3 clusters Score -4360736 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -4360808.500000 Penalty: 5221.572754
	Iteration 24Q: 3 clusters Score -4360808 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -4360864.500000 Penalty: 5221.572754
	Iteration 25Q: 3 clusters Score -4360864 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4360935.500000 Penalty: 5221.572754
	Iteration 26Q: 3 clusters Score -4360936 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4360994.500000 Penalty: 5221.572754
	Iteration 27Q: 3 clusters Score -4360994 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4361048.500000 Penalty: 5221.572754
	Iteration 28Q: 3 clusters Score -4361048 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4361123.500000 Penalty: 5221.572754
	Iteration 29Q: 3 clusters Score -4361124 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -4361158.500000 Penalty: 5221.572754
	Iteration 30Q: 3 clusters Score -4361158 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -4361210.000000 Penalty: 5221.572754
	Iteration 31Q: 3 clusters Score -4361210 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -4361245.000000 Penalty: 5221.572754
	Iteration 32Q: 3 clusters Score -4361245 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4361267.500000 Penalty: 5221.572754
	Iteration 33Q: 3 clusters Score -4361268 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -4361291.500000 Penalty: 5221.572754
	Iteration 34Q: 3 clusters Score -4361292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4361299.000000 Penalty: 5221.572754
	Iteration 35Q: 3 clusters Score -4361299 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -4361308.500000 Penalty: 5221.572754
	Iteration 36Q: 3 clusters Score -4361308 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -4361323.500000 Penalty: 5221.572754
	Iteration 37Q: 3 clusters Score -4361324 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -4361350.500000 Penalty: 5221.572754
	Iteration 38Q: 3 clusters Score -4361350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -4361387.000000 Penalty: 5221.572754
	Iteration 39Q: 3 clusters Score -4361387 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -4361397.500000 Penalty: 5221.572754
	Iteration 40F: 3 clusters Score -4361398 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -4361398.500000 Penalty: 5221.572754
	Iteration 41Q: 3 clusters Score -4361398 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4361411.500000 Penalty: 5221.572754
	Iteration 42Q: 3 clusters Score -4361412 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4361421.000000 Penalty: 5221.572754
	Iteration 43Q: 3 clusters Score -4361421 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -4361438.000000 Penalty: 5221.572754
	Iteration 44Q: 3 clusters Score -4361438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4361455.500000 Penalty: 5221.572754
	Iteration 45Q: 3 clusters Score -4361456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -4361474.500000 Penalty: 5221.572754
	Iteration 46Q: 3 clusters Score -4361474 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4361478.000000 Penalty: 5221.572754
	Iteration 47Q: 3 clusters Score -4361478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -4361492.500000 Penalty: 5221.572754
	Iteration 48Q: 3 clusters Score -4361492 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -4361511.000000 Penalty: 5221.572754
	Iteration 49Q: 3 clusters Score -4361511 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -4361528.500000 Penalty: 5221.572754
	Iteration 50Q: 3 clusters Score -4361528 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4361551.500000 Penalty: 5221.572754
	Iteration 51Q: 3 clusters Score -4361552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4361563.500000 Penalty: 5221.572754
	Iteration 52Q: 3 clusters Score -4361564 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4361570.000000 Penalty: 5221.572754
	Iteration 53Q: 3 clusters Score -4361570 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4361579.500000 Penalty: 5221.572754
	Iteration 54Q: 3 clusters Score -4361580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -4361593.500000 Penalty: 5221.572754
	Iteration 55Q: 3 clusters Score -4361594 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4361612.500000 Penalty: 5221.572754
	Iteration 56Q: 3 clusters Score -4361612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4361626.500000 Penalty: 5221.572754
	Iteration 57Q: 3 clusters Score -4361626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -4361649.500000 Penalty: 5221.572754
	Iteration 58Q: 3 clusters Score -4361650 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4361667.000000 Penalty: 5221.572754
	Iteration 59Q: 3 clusters Score -4361667 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4361665.500000 Penalty: 5221.572754
	Iteration 60F: 3 clusters Score -4361666 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4361687.500000 Penalty: 5221.572754
	Iteration 61Q: 3 clusters Score -4361688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -4361689.500000 Penalty: 5221.572754
	Iteration 62Q: 3 clusters Score -4361690 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4361712.000000 Penalty: 5221.572754
	Iteration 63Q: 3 clusters Score -4361712 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -4361722.000000 Penalty: 5221.572754
	Iteration 64Q: 3 clusters Score -4361722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4361724.500000 Penalty: 5221.572754
	Iteration 65Q: 3 clusters Score -4361724 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -4361750.500000 Penalty: 5221.572754
	Iteration 66Q: 3 clusters Score -4361750 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -4361766.000000 Penalty: 5221.572754
	Iteration 67Q: 3 clusters Score -4361766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -4361769.500000 Penalty: 5221.572754
	Iteration 68Q: 3 clusters Score -4361770 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4361792.000000 Penalty: 5221.572754
	Iteration 69Q: 3 clusters Score -4361792 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -4361808.500000 Penalty: 5221.572754
	Iteration 70Q: 3 clusters Score -4361808 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4361826.000000 Penalty: 5221.572754
	Iteration 71Q: 3 clusters Score -4361826 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4361843.000000 Penalty: 5221.572754
	Iteration 72Q: 3 clusters Score -4361843 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4361874.500000 Penalty: 5221.572754
	Iteration 73Q: 3 clusters Score -4361874 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -4361904.500000 Penalty: 5221.572754
	Iteration 74Q: 3 clusters Score -4361904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -4361925.500000 Penalty: 5221.572754
	Iteration 75Q: 3 clusters Score -4361926 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -4361950.500000 Penalty: 5221.572754
	Iteration 76Q: 3 clusters Score -4361950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -4361983.500000 Penalty: 5221.572754
	Iteration 77Q: 3 clusters Score -4361984 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4362026.000000 Penalty: 5221.572754
	Iteration 78Q: 3 clusters Score -4362026 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -4362060.500000 Penalty: 5221.572754
	Iteration 79Q: 3 clusters Score -4362060 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4362090.000000 Penalty: 5221.572754
	Iteration 80F: 3 clusters Score -4362090 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -4362106.500000 Penalty: 5221.572754
	Iteration 81Q: 3 clusters Score -4362106 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -4362161.000000 Penalty: 5221.572754
	Iteration 82Q: 3 clusters Score -4362161 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -4362204.500000 Penalty: 5221.572754
	Iteration 83Q: 3 clusters Score -4362204 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -4362264.000000 Penalty: 5221.572754
	Iteration 84Q: 3 clusters Score -4362264 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4362304.000000 Penalty: 5221.572754
	Iteration 85Q: 3 clusters Score -4362304 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4362357.500000 Penalty: 5221.572754
	Iteration 86Q: 3 clusters Score -4362358 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -4362424.000000 Penalty: 5221.572754
	Iteration 87Q: 3 clusters Score -4362424 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -4362486.000000 Penalty: 5221.572754
	Iteration 88Q: 3 clusters Score -4362486 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -4362543.500000 Penalty: 5221.572754
	Iteration 89Q: 3 clusters Score -4362544 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4362596.500000 Penalty: 5221.572754
	Iteration 90Q: 3 clusters Score -4362596 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -4362633.500000 Penalty: 5221.572754
	Iteration 91Q: 3 clusters Score -4362634 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4362678.500000 Penalty: 5221.572754
	Iteration 92Q: 3 clusters Score -4362678 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4362720.000000 Penalty: 5221.572754
	Iteration 93Q: 3 clusters Score -4362720 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4362732.000000 Penalty: 5221.572754
	Iteration 94Q: 3 clusters Score -4362732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -4362763.500000 Penalty: 5221.572754
	Iteration 95Q: 3 clusters Score -4362764 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -4362776.000000 Penalty: 5221.572754
	Iteration 96Q: 3 clusters Score -4362776 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -4362798.500000 Penalty: 5221.572754
	Iteration 97Q: 3 clusters Score -4362798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4362802.500000 Penalty: 5221.572754
	Iteration 98Q: 3 clusters Score -4362802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -4362820.500000 Penalty: 5221.572754
	Iteration 99Q: 3 clusters Score -4362820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4362850.500000 Penalty: 5221.572754
	Iteration 100F: 3 clusters Score -4362850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -4362865.500000 Penalty: 5221.572754
	Iteration 101Q: 3 clusters Score -4362866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -4362865.000000 Penalty: 5221.572754
	Iteration 102Q: 3 clusters Score -4362865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4362877.500000 Penalty: 5221.572754
	Iteration 103Q: 3 clusters Score -4362878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -4362881.500000 Penalty: 5221.572754
	Iteration 104Q: 3 clusters Score -4362882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -4362892.500000 Penalty: 5221.572754
	Iteration 105Q: 3 clusters Score -4362892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4362897.500000 Penalty: 5221.572754
	Iteration 106Q: 3 clusters Score -4362898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4362904.000000 Penalty: 5221.572754
	Iteration 107Q: 3 clusters Score -4362904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -4362902.500000 Penalty: 5221.572754
	Iteration 108Q: 3 clusters Score -4362902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4362906.500000 Penalty: 5221.572754
	Iteration 109Q: 3 clusters Score -4362906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4362908.000000 Penalty: 5221.572754
	Iteration 110Q: 3 clusters Score -4362908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4362907.500000 Penalty: 5221.572754
	Iteration 111Q: 3 clusters Score -4362908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -4362901.000000 Penalty: 5221.572754
	Iteration 112Q: 3 clusters Score -4362901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -4362912.500000 Penalty: 5221.572754
	Iteration 113Q: 3 clusters Score -4362912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4362916.000000 Penalty: 5221.572754
	Iteration 114Q: 3 clusters Score -4362916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4362915.500000 Penalty: 5221.572754
	Iteration 115Q: 3 clusters Score -4362916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4362919.000000 Penalty: 5221.572754
	Iteration 116Q: 3 clusters Score -4362919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4362913.000000 Penalty: 5221.572754
	Iteration 117Q: 3 clusters Score -4362913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -4362924.500000 Penalty: 5221.572754
	Iteration 118Q: 3 clusters Score -4362924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4362931.000000 Penalty: 5221.572754
	Iteration 119Q: 3 clusters Score -4362931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -4362927.500000 Penalty: 5221.572754
	Iteration 120F: 3 clusters Score -4362928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -4362930.500000 Penalty: 5221.572754
	Iteration 121Q: 3 clusters Score -4362930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4362932.500000 Penalty: 5221.572754
	Iteration 122Q: 3 clusters Score -4362932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4362932.500000 Penalty: 5221.572754
	Iteration 123F: 3 clusters Score -4362932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -110243.968750 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -110244 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 401 members 
Entering Unmasked Estep 
Score: -108617.335938 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -108617.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108925.515625 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -108925.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -109047.109375 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -109047.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -109097.367188 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -109097.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -109118.945312 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -109118.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -109149.476562 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -109149.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -109185.867188 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -109185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -109235.765625 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -109235.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109313.367188 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -109313.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -109371.437500 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -109371.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -109415.703125 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -109415.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -109467.664062 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -109467.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109562.890625 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -109562.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -109633.539062 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -109633.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -109696.046875 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -109696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109751.375000 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -109751.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109806.429688 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -109806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -109830.601562 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -109830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -109860.906250 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -109860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -109879.085938 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -109879.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109912.492188 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -109912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -109945.664062 Penalty: 3301.736328
	Iteration 21Q: 3 clusters Score -109945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109961.820312 Penalty: 3301.736328
	Iteration 22Q: 3 clusters Score -109961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -109980.843750 Penalty: 3301.736328
	Iteration 23Q: 3 clusters Score -109980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -109991.023438 Penalty: 3301.736328
	Iteration 24Q: 3 clusters Score -109991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -109992.023438 Penalty: 3301.736328
	Iteration 25Q: 3 clusters Score -109992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -109992.023438 Penalty: 3301.736328
	Iteration 26F: 3 clusters Score -109992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Entering Unmasked Estep 
Score: -1169775.875000 Penalty: 2286.877441
	Iteration 0F: 2 clusters Score -1169776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1162009.000000 Penalty: 4573.754883
	Iteration 0F: 3 clusters Score -1162009 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1164297.250000 Penalty: 4573.754883
	Iteration 1F: 3 clusters Score -1164297 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1164645.750000 Penalty: 4573.754883
	Iteration 2F: 3 clusters Score -1164646 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1164910.500000 Penalty: 4573.754883
	Iteration 3F: 3 clusters Score -1164910 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1165131.000000 Penalty: 4573.754883
	Iteration 4Q: 3 clusters Score -1165131 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1165314.125000 Penalty: 4573.754883
	Iteration 5Q: 3 clusters Score -1165314 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1165460.250000 Penalty: 4573.754883
	Iteration 6Q: 3 clusters Score -1165460 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1165583.750000 Penalty: 4573.754883
	Iteration 7Q: 3 clusters Score -1165584 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1165691.750000 Penalty: 4573.754883
	Iteration 8Q: 3 clusters Score -1165692 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1165798.375000 Penalty: 4573.754883
	Iteration 9Q: 3 clusters Score -1165798 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1165894.875000 Penalty: 4573.754883
	Iteration 10Q: 3 clusters Score -1165895 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1165988.375000 Penalty: 4573.754883
	Iteration 11Q: 3 clusters Score -1165988 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1166068.500000 Penalty: 4573.754883
	Iteration 12Q: 3 clusters Score -1166068 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1166152.625000 Penalty: 4573.754883
	Iteration 13Q: 3 clusters Score -1166153 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1166218.500000 Penalty: 4573.754883
	Iteration 14Q: 3 clusters Score -1166218 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1166283.000000 Penalty: 4573.754883
	Iteration 15Q: 3 clusters Score -1166283 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1166342.375000 Penalty: 4573.754883
	Iteration 16Q: 3 clusters Score -1166342 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1166411.000000 Penalty: 4573.754883
	Iteration 17Q: 3 clusters Score -1166411 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1166459.750000 Penalty: 4573.754883
	Iteration 18Q: 3 clusters Score -1166460 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1166504.750000 Penalty: 4573.754883
	Iteration 19Q: 3 clusters Score -1166505 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1166550.000000 Penalty: 4573.754883
	Iteration 20F: 3 clusters Score -1166550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1166602.500000 Penalty: 4573.754883
	Iteration 21Q: 3 clusters Score -1166602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1166658.625000 Penalty: 4573.754883
	Iteration 22Q: 3 clusters Score -1166659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1166725.875000 Penalty: 4573.754883
	Iteration 23Q: 3 clusters Score -1166726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1166783.875000 Penalty: 4573.754883
	Iteration 24Q: 3 clusters Score -1166784 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1166862.500000 Penalty: 4573.754883
	Iteration 25Q: 3 clusters Score -1166862 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1166949.250000 Penalty: 4573.754883
	Iteration 26Q: 3 clusters Score -1166949 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1167037.000000 Penalty: 4573.754883
	Iteration 27Q: 3 clusters Score -1167037 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1167134.875000 Penalty: 4573.754883
	Iteration 28Q: 3 clusters Score -1167135 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1167269.750000 Penalty: 4573.754883
	Iteration 29Q: 3 clusters Score -1167270 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1167454.625000 Penalty: 4573.754883
	Iteration 30Q: 3 clusters Score -1167455 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1167686.125000 Penalty: 4573.754883
	Iteration 31Q: 3 clusters Score -1167686 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1167963.000000 Penalty: 4573.754883
	Iteration 32Q: 3 clusters Score -1167963 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1168228.375000 Penalty: 4573.754883
	Iteration 33Q: 3 clusters Score -1168228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1168408.375000 Penalty: 4573.754883
	Iteration 34Q: 3 clusters Score -1168408 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1168531.250000 Penalty: 4573.754883
	Iteration 35Q: 3 clusters Score -1168531 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1168614.625000 Penalty: 4573.754883
	Iteration 36Q: 3 clusters Score -1168615 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1168672.500000 Penalty: 4573.754883
	Iteration 37Q: 3 clusters Score -1168672 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1168718.625000 Penalty: 4573.754883
	Iteration 38Q: 3 clusters Score -1168719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1168745.500000 Penalty: 4573.754883
	Iteration 39Q: 3 clusters Score -1168746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1168775.375000 Penalty: 4573.754883
	Iteration 40F: 3 clusters Score -1168775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1168811.250000 Penalty: 4573.754883
	Iteration 41Q: 3 clusters Score -1168811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1168855.750000 Penalty: 4573.754883
	Iteration 42Q: 3 clusters Score -1168856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1168895.375000 Penalty: 4573.754883
	Iteration 43Q: 3 clusters Score -1168895 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1168920.500000 Penalty: 4573.754883
	Iteration 44Q: 3 clusters Score -1168920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1168941.750000 Penalty: 4573.754883
	Iteration 45Q: 3 clusters Score -1168942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1168963.250000 Penalty: 4573.754883
	Iteration 46Q: 3 clusters Score -1168963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1168988.375000 Penalty: 4573.754883
	Iteration 47Q: 3 clusters Score -1168988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1169008.250000 Penalty: 4573.754883
	Iteration 48Q: 3 clusters Score -1169008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1169015.250000 Penalty: 4573.754883
	Iteration 49Q: 3 clusters Score -1169015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1169031.250000 Penalty: 4573.754883
	Iteration 50Q: 3 clusters Score -1169031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1169041.875000 Penalty: 4573.754883
	Iteration 51Q: 3 clusters Score -1169042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1169052.125000 Penalty: 4573.754883
	Iteration 52Q: 3 clusters Score -1169052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1169061.875000 Penalty: 4573.754883
	Iteration 53Q: 3 clusters Score -1169062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1169066.875000 Penalty: 4573.754883
	Iteration 54Q: 3 clusters Score -1169067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1169070.500000 Penalty: 4573.754883
	Iteration 55Q: 3 clusters Score -1169070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1169080.125000 Penalty: 4573.754883
	Iteration 56Q: 3 clusters Score -1169080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1169088.750000 Penalty: 4573.754883
	Iteration 57Q: 3 clusters Score -1169089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1169093.625000 Penalty: 4573.754883
	Iteration 58Q: 3 clusters Score -1169094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1169097.500000 Penalty: 4573.754883
	Iteration 59Q: 3 clusters Score -1169098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1169105.250000 Penalty: 4573.754883
	Iteration 60F: 3 clusters Score -1169105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1169106.125000 Penalty: 4573.754883
	Iteration 61Q: 3 clusters Score -1169106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1169110.500000 Penalty: 4573.754883
	Iteration 62Q: 3 clusters Score -1169110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1169116.375000 Penalty: 4573.754883
	Iteration 63Q: 3 clusters Score -1169116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1169125.750000 Penalty: 4573.754883
	Iteration 64Q: 3 clusters Score -1169126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1169130.125000 Penalty: 4573.754883
	Iteration 65Q: 3 clusters Score -1169130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1169138.625000 Penalty: 4573.754883
	Iteration 66Q: 3 clusters Score -1169139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1169143.625000 Penalty: 4573.754883
	Iteration 67Q: 3 clusters Score -1169144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1169150.000000 Penalty: 4573.754883
	Iteration 68Q: 3 clusters Score -1169150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1169153.500000 Penalty: 4573.754883
	Iteration 69Q: 3 clusters Score -1169154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1169159.375000 Penalty: 4573.754883
	Iteration 70Q: 3 clusters Score -1169159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1169164.125000 Penalty: 4573.754883
	Iteration 71Q: 3 clusters Score -1169164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1169172.750000 Penalty: 4573.754883
	Iteration 72Q: 3 clusters Score -1169173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1169178.000000 Penalty: 4573.754883
	Iteration 73Q: 3 clusters Score -1169178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1169180.625000 Penalty: 4573.754883
	Iteration 74Q: 3 clusters Score -1169181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1169185.875000 Penalty: 4573.754883
	Iteration 75Q: 3 clusters Score -1169186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1169186.000000 Penalty: 4573.754883
	Iteration 76Q: 3 clusters Score -1169186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1169188.250000 Penalty: 4573.754883
	Iteration 77Q: 3 clusters Score -1169188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1169188.375000 Penalty: 4573.754883
	Iteration 78Q: 3 clusters Score -1169188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1169188.875000 Penalty: 4573.754883
	Iteration 79Q: 3 clusters Score -1169189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1169191.500000 Penalty: 4573.754883
	Iteration 80F: 3 clusters Score -1169192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1169191.500000 Penalty: 4573.754883
	Iteration 81Q: 3 clusters Score -1169192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1169195.250000 Penalty: 4573.754883
	Iteration 82Q: 3 clusters Score -1169195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1169195.750000 Penalty: 4573.754883
	Iteration 83Q: 3 clusters Score -1169196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1169194.500000 Penalty: 4573.754883
	Iteration 84Q: 3 clusters Score -1169194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1169199.875000 Penalty: 4573.754883
	Iteration 85Q: 3 clusters Score -1169200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1169199.625000 Penalty: 4573.754883
	Iteration 86Q: 3 clusters Score -1169200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1169201.000000 Penalty: 4573.754883
	Iteration 87Q: 3 clusters Score -1169201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1169200.250000 Penalty: 4573.754883
	Iteration 88Q: 3 clusters Score -1169200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1169201.750000 Penalty: 4573.754883
	Iteration 89Q: 3 clusters Score -1169202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1169202.250000 Penalty: 4573.754883
	Iteration 90Q: 3 clusters Score -1169202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1169203.625000 Penalty: 4573.754883
	Iteration 91Q: 3 clusters Score -1169204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1169205.500000 Penalty: 4573.754883
	Iteration 92Q: 3 clusters Score -1169206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1169201.750000 Penalty: 4573.754883
	Iteration 93Q: 3 clusters Score -1169202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1169202.500000 Penalty: 4573.754883
	Iteration 94Q: 3 clusters Score -1169202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1169203.250000 Penalty: 4573.754883
	Iteration 95Q: 3 clusters Score -1169203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1169203.250000 Penalty: 4573.754883
	Iteration 96F: 3 clusters Score -1169203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (169669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169669 members 
Entering Unmasked Estep 
Score: -20049156.000000 Penalty: 2986.318115
	Iteration 0F: 2 clusters Score -2.004916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 84783 members 
Entering Unmasked Estep 
Score: -19936560.000000 Penalty: 5972.636230
	Iteration 0F: 3 clusters Score -1.993656e+07 nChanged 80962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -19983682.000000 Penalty: 5972.636230
	Iteration 1F: 3 clusters Score -1.998368e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -19984522.000000 Penalty: 5972.636230
	Iteration 2Q: 3 clusters Score -1.998452e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -19985534.000000 Penalty: 5972.636230
	Iteration 3Q: 3 clusters Score -1.998553e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -19986288.000000 Penalty: 5972.636230
	Iteration 4Q: 3 clusters Score -1.998629e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -19987508.000000 Penalty: 5972.636230
	Iteration 5Q: 3 clusters Score -1.998751e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -19988868.000000 Penalty: 5972.636230
	Iteration 6Q: 3 clusters Score -1.998887e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -19990732.000000 Penalty: 5972.636230
	Iteration 7Q: 3 clusters Score -1.999073e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -19993572.000000 Penalty: 5972.636230
	Iteration 8Q: 3 clusters Score -1.999357e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -19997568.000000 Penalty: 5972.636230
	Iteration 9Q: 3 clusters Score -1.999757e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103149 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -20003166.000000 Penalty: 5972.636230
	Iteration 10F: 3 clusters Score -2.000317e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108986 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -20009722.000000 Penalty: 5972.636230
	Iteration 11F: 3 clusters Score -2.000972e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114562 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -20016796.000000 Penalty: 5972.636230
	Iteration 12F: 3 clusters Score -2.00168e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118991 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -20022548.000000 Penalty: 5972.636230
	Iteration 13F: 3 clusters Score -2.002255e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122261 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -20026288.000000 Penalty: 5972.636230
	Iteration 14Q: 3 clusters Score -2.002629e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124888 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -20028378.000000 Penalty: 5972.636230
	Iteration 15Q: 3 clusters Score -2.002838e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127305 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -20029510.000000 Penalty: 5972.636230
	Iteration 16Q: 3 clusters Score -2.002951e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -20030498.000000 Penalty: 5972.636230
	Iteration 17Q: 3 clusters Score -2.00305e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132180 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -20031436.000000 Penalty: 5972.636230
	Iteration 18Q: 3 clusters Score -2.003144e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134594 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -20032382.000000 Penalty: 5972.636230
	Iteration 19Q: 3 clusters Score -2.003238e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137153 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -20033428.000000 Penalty: 5972.636230
	Iteration 20F: 3 clusters Score -2.003343e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139749 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -20034438.000000 Penalty: 5972.636230
	Iteration 21Q: 3 clusters Score -2.003444e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142407 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -20035714.000000 Penalty: 5972.636230
	Iteration 22Q: 3 clusters Score -2.003571e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144999 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -20036834.000000 Penalty: 5972.636230
	Iteration 23Q: 3 clusters Score -2.003683e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147547 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -20038092.000000 Penalty: 5972.636230
	Iteration 24Q: 3 clusters Score -2.003809e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149975 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -20039430.000000 Penalty: 5972.636230
	Iteration 25Q: 3 clusters Score -2.003943e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152259 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -20040612.000000 Penalty: 5972.636230
	Iteration 26Q: 3 clusters Score -2.004061e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154300 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -20041560.000000 Penalty: 5972.636230
	Iteration 27Q: 3 clusters Score -2.004156e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156109 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -20042422.000000 Penalty: 5972.636230
	Iteration 28Q: 3 clusters Score -2.004242e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157775 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -20043302.000000 Penalty: 5972.636230
	Iteration 29Q: 3 clusters Score -2.00433e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159252 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -20043920.000000 Penalty: 5972.636230
	Iteration 30Q: 3 clusters Score -2.004392e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -20044450.000000 Penalty: 5972.636230
	Iteration 31Q: 3 clusters Score -2.004445e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161597 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -20044898.000000 Penalty: 5972.636230
	Iteration 32Q: 3 clusters Score -2.00449e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162531 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -20045278.000000 Penalty: 5972.636230
	Iteration 33Q: 3 clusters Score -2.004528e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163313 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -20045650.000000 Penalty: 5972.636230
	Iteration 34Q: 3 clusters Score -2.004565e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -20045932.000000 Penalty: 5972.636230
	Iteration 35Q: 3 clusters Score -2.004593e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164594 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -20046150.000000 Penalty: 5972.636230
	Iteration 36Q: 3 clusters Score -2.004615e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165132 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -20046318.000000 Penalty: 5972.636230
	Iteration 37Q: 3 clusters Score -2.004632e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165584 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -20046474.000000 Penalty: 5972.636230
	Iteration 38Q: 3 clusters Score -2.004647e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165950 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -20046614.000000 Penalty: 5972.636230
	Iteration 39Q: 3 clusters Score -2.004661e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -20046730.000000 Penalty: 5972.636230
	Iteration 40F: 3 clusters Score -2.004673e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166484 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -20046880.000000 Penalty: 5972.636230
	Iteration 41Q: 3 clusters Score -2.004688e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166696 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -20046922.000000 Penalty: 5972.636230
	Iteration 42Q: 3 clusters Score -2.004692e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -20046930.000000 Penalty: 5972.636230
	Iteration 43Q: 3 clusters Score -2.004693e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166963 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -20046972.000000 Penalty: 5972.636230
	Iteration 44Q: 3 clusters Score -2.004697e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167073 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -20046998.000000 Penalty: 5972.636230
	Iteration 45Q: 3 clusters Score -2.0047e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167157 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -20047056.000000 Penalty: 5972.636230
	Iteration 46Q: 3 clusters Score -2.004706e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167235 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -20047074.000000 Penalty: 5972.636230
	Iteration 47Q: 3 clusters Score -2.004707e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167298 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -20047082.000000 Penalty: 5972.636230
	Iteration 48Q: 3 clusters Score -2.004708e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167350 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -20047088.000000 Penalty: 5972.636230
	Iteration 49Q: 3 clusters Score -2.004709e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167396 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -20047106.000000 Penalty: 5972.636230
	Iteration 50Q: 3 clusters Score -2.004711e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -20047098.000000 Penalty: 5972.636230
	Iteration 51Q: 3 clusters Score -2.00471e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167455 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -20047102.000000 Penalty: 5972.636230
	Iteration 52Q: 3 clusters Score -2.00471e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -20047118.000000 Penalty: 5972.636230
	Iteration 53Q: 3 clusters Score -2.004712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167496 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -20047106.000000 Penalty: 5972.636230
	Iteration 54Q: 3 clusters Score -2.004711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20047092.000000 Penalty: 5972.636230
	Iteration 55Q: 3 clusters Score -2.004709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167530 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -20047104.000000 Penalty: 5972.636230
	Iteration 56Q: 3 clusters Score -2.00471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167548 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -20047104.000000 Penalty: 5972.636230
	Iteration 57Q: 3 clusters Score -2.00471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167559 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -20047104.000000 Penalty: 5972.636230
	Iteration 58Q: 3 clusters Score -2.00471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167567 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20047114.000000 Penalty: 5972.636230
	Iteration 59Q: 3 clusters Score -2.004711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167574 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -20047112.000000 Penalty: 5972.636230
	Iteration 60F: 3 clusters Score -2.004711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167578 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -20047118.000000 Penalty: 5972.636230
	Iteration 61Q: 3 clusters Score -2.004712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167585 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -20047114.000000 Penalty: 5972.636230
	Iteration 62Q: 3 clusters Score -2.004711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167592 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -20047128.000000 Penalty: 5972.636230
	Iteration 63Q: 3 clusters Score -2.004713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167603 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -20047148.000000 Penalty: 5972.636230
	Iteration 64Q: 3 clusters Score -2.004715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167612 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -20047152.000000 Penalty: 5972.636230
	Iteration 65Q: 3 clusters Score -2.004715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167622 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -20047150.000000 Penalty: 5972.636230
	Iteration 66Q: 3 clusters Score -2.004715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167632 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -20047160.000000 Penalty: 5972.636230
	Iteration 67Q: 3 clusters Score -2.004716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167645 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -20047162.000000 Penalty: 5972.636230
	Iteration 68Q: 3 clusters Score -2.004716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167655 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -20047164.000000 Penalty: 5972.636230
	Iteration 69Q: 3 clusters Score -2.004716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167661 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -20047148.000000 Penalty: 5972.636230
	Iteration 70Q: 3 clusters Score -2.004715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -20047156.000000 Penalty: 5972.636230
	Iteration 71Q: 3 clusters Score -2.004716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -20047146.000000 Penalty: 5972.636230
	Iteration 72Q: 3 clusters Score -2.004715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167673 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -20047150.000000 Penalty: 5972.636230
	Iteration 73Q: 3 clusters Score -2.004715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -20047150.000000 Penalty: 5972.636230
	Iteration 74Q: 3 clusters Score -2.004715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167677 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -20047154.000000 Penalty: 5972.636230
	Iteration 75Q: 3 clusters Score -2.004715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20047144.000000 Penalty: 5972.636230
	Iteration 76Q: 3 clusters Score -2.004714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -20047142.000000 Penalty: 5972.636230
	Iteration 77Q: 3 clusters Score -2.004714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -20047142.000000 Penalty: 5972.636230
	Iteration 78F: 3 clusters Score -2.004714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -25957.044922 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -25957.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24713.107422 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -24713.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25005.769531 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -25005.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25207.931641 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -25207.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25324.267578 Penalty: 2974.240234
	Iteration 3F: 3 clusters Score -25324.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25436.894531 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -25436.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25490.119141 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -25490.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25511.892578 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -25511.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25539.689453 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -25539.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25554.429688 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -25554.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25568.902344 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -25568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25613.974609 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -25613.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25613.974609 Penalty: 2974.240234
	Iteration 11F: 3 clusters Score -25613.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -503766.156250 Penalty: 2082.246338
	Iteration 0F: 2 clusters Score -503766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -499610.906250 Penalty: 4164.492676
	Iteration 0F: 3 clusters Score -499610.9 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -500505.468750 Penalty: 4164.492676
	Iteration 1F: 3 clusters Score -500505.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -500748.312500 Penalty: 4164.492676
	Iteration 2F: 3 clusters Score -500748.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -500933.000000 Penalty: 4164.492676
	Iteration 3F: 3 clusters Score -500933 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -501110.312500 Penalty: 4164.492676
	Iteration 4F: 3 clusters Score -501110.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -501288.125000 Penalty: 4164.492676
	Iteration 5Q: 3 clusters Score -501288.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -501466.812500 Penalty: 4164.492676
	Iteration 6Q: 3 clusters Score -501466.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -501607.093750 Penalty: 4164.492676
	Iteration 7Q: 3 clusters Score -501607.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -501721.000000 Penalty: 4164.492676
	Iteration 8Q: 3 clusters Score -501721 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -501829.281250 Penalty: 4164.492676
	Iteration 9Q: 3 clusters Score -501829.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -501926.562500 Penalty: 4164.492676
	Iteration 10Q: 3 clusters Score -501926.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -502003.718750 Penalty: 4164.492676
	Iteration 11Q: 3 clusters Score -502003.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -502056.000000 Penalty: 4164.492676
	Iteration 12Q: 3 clusters Score -502056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -502093.156250 Penalty: 4164.492676
	Iteration 13Q: 3 clusters Score -502093.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -502129.562500 Penalty: 4164.492676
	Iteration 14Q: 3 clusters Score -502129.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -502178.312500 Penalty: 4164.492676
	Iteration 15Q: 3 clusters Score -502178.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -502214.375000 Penalty: 4164.492676
	Iteration 16Q: 3 clusters Score -502214.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -502256.093750 Penalty: 4164.492676
	Iteration 17Q: 3 clusters Score -502256.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -502296.000000 Penalty: 4164.492676
	Iteration 18Q: 3 clusters Score -502296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -502332.406250 Penalty: 4164.492676
	Iteration 19Q: 3 clusters Score -502332.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -502364.093750 Penalty: 4164.492676
	Iteration 20F: 3 clusters Score -502364.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -502386.343750 Penalty: 4164.492676
	Iteration 21Q: 3 clusters Score -502386.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -502408.468750 Penalty: 4164.492676
	Iteration 22Q: 3 clusters Score -502408.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -502427.968750 Penalty: 4164.492676
	Iteration 23Q: 3 clusters Score -502428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -502445.781250 Penalty: 4164.492676
	Iteration 24Q: 3 clusters Score -502445.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -502458.500000 Penalty: 4164.492676
	Iteration 25Q: 3 clusters Score -502458.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -502471.187500 Penalty: 4164.492676
	Iteration 26Q: 3 clusters Score -502471.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -502478.312500 Penalty: 4164.492676
	Iteration 27Q: 3 clusters Score -502478.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -502484.937500 Penalty: 4164.492676
	Iteration 28Q: 3 clusters Score -502484.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -502489.843750 Penalty: 4164.492676
	Iteration 29Q: 3 clusters Score -502489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -502494.093750 Penalty: 4164.492676
	Iteration 30Q: 3 clusters Score -502494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -502497.125000 Penalty: 4164.492676
	Iteration 31Q: 3 clusters Score -502497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -502502.937500 Penalty: 4164.492676
	Iteration 32Q: 3 clusters Score -502502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -502508.406250 Penalty: 4164.492676
	Iteration 33Q: 3 clusters Score -502508.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -502512.937500 Penalty: 4164.492676
	Iteration 34Q: 3 clusters Score -502512.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -502517.218750 Penalty: 4164.492676
	Iteration 35Q: 3 clusters Score -502517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -502517.906250 Penalty: 4164.492676
	Iteration 36Q: 3 clusters Score -502517.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -502521.531250 Penalty: 4164.492676
	Iteration 37Q: 3 clusters Score -502521.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -502523.937500 Penalty: 4164.492676
	Iteration 38Q: 3 clusters Score -502523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -502528.468750 Penalty: 4164.492676
	Iteration 39Q: 3 clusters Score -502528.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -502534.968750 Penalty: 4164.492676
	Iteration 40F: 3 clusters Score -502535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -502541.031250 Penalty: 4164.492676
	Iteration 41Q: 3 clusters Score -502541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -502546.687500 Penalty: 4164.492676
	Iteration 42Q: 3 clusters Score -502546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -502551.062500 Penalty: 4164.492676
	Iteration 43Q: 3 clusters Score -502551.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -502557.562500 Penalty: 4164.492676
	Iteration 44Q: 3 clusters Score -502557.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -502564.156250 Penalty: 4164.492676
	Iteration 45Q: 3 clusters Score -502564.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -502575.125000 Penalty: 4164.492676
	Iteration 46Q: 3 clusters Score -502575.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -502585.500000 Penalty: 4164.492676
	Iteration 47Q: 3 clusters Score -502585.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -502600.031250 Penalty: 4164.492676
	Iteration 48Q: 3 clusters Score -502600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -502615.031250 Penalty: 4164.492676
	Iteration 49Q: 3 clusters Score -502615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -502623.687500 Penalty: 4164.492676
	Iteration 50Q: 3 clusters Score -502623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -502628.562500 Penalty: 4164.492676
	Iteration 51Q: 3 clusters Score -502628.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -502634.437500 Penalty: 4164.492676
	Iteration 52Q: 3 clusters Score -502634.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -502638.531250 Penalty: 4164.492676
	Iteration 53Q: 3 clusters Score -502638.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -502642.875000 Penalty: 4164.492676
	Iteration 54Q: 3 clusters Score -502642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -502644.218750 Penalty: 4164.492676
	Iteration 55Q: 3 clusters Score -502644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -502644.968750 Penalty: 4164.492676
	Iteration 56Q: 3 clusters Score -502645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -502645.500000 Penalty: 4164.492676
	Iteration 57Q: 3 clusters Score -502645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -502645.031250 Penalty: 4164.492676
	Iteration 58Q: 3 clusters Score -502645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -502645.031250 Penalty: 4164.492676
	Iteration 59F: 3 clusters Score -502645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Entering Unmasked Estep 
Score: -4237722.500000 Penalty: 2624.009277
	Iteration 0F: 2 clusters Score -4237722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4211095.000000 Penalty: 5248.018555
	Iteration 0F: 3 clusters Score -4211095 nChanged 18008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -4221282.000000 Penalty: 5248.018555
	Iteration 1F: 3 clusters Score -4221282 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4222029.500000 Penalty: 5248.018555
	Iteration 2Q: 3 clusters Score -4222030 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4222799.000000 Penalty: 5248.018555
	Iteration 3Q: 3 clusters Score -4222799 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -4223537.000000 Penalty: 5248.018555
	Iteration 4Q: 3 clusters Score -4223537 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4224303.500000 Penalty: 5248.018555
	Iteration 5Q: 3 clusters Score -4224304 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4225043.000000 Penalty: 5248.018555
	Iteration 6Q: 3 clusters Score -4225043 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4225787.500000 Penalty: 5248.018555
	Iteration 7Q: 3 clusters Score -4225788 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4226481.500000 Penalty: 5248.018555
	Iteration 8Q: 3 clusters Score -4226482 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -4227117.500000 Penalty: 5248.018555
	Iteration 9Q: 3 clusters Score -4227118 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4227779.000000 Penalty: 5248.018555
	Iteration 10Q: 3 clusters Score -4227779 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -4228398.500000 Penalty: 5248.018555
	Iteration 11Q: 3 clusters Score -4228398 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -4229054.000000 Penalty: 5248.018555
	Iteration 12Q: 3 clusters Score -4229054 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -4229685.000000 Penalty: 5248.018555
	Iteration 13Q: 3 clusters Score -4229685 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4230333.500000 Penalty: 5248.018555
	Iteration 14Q: 3 clusters Score -4230334 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -4230827.500000 Penalty: 5248.018555
	Iteration 15Q: 3 clusters Score -4230828 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4231229.000000 Penalty: 5248.018555
	Iteration 16Q: 3 clusters Score -4231229 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4231575.500000 Penalty: 5248.018555
	Iteration 17Q: 3 clusters Score -4231576 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -4231875.500000 Penalty: 5248.018555
	Iteration 18Q: 3 clusters Score -4231876 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -4232139.000000 Penalty: 5248.018555
	Iteration 19Q: 3 clusters Score -4232139 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4232378.000000 Penalty: 5248.018555
	Iteration 20F: 3 clusters Score -4232378 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -4232573.500000 Penalty: 5248.018555
	Iteration 21Q: 3 clusters Score -4232574 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4232821.000000 Penalty: 5248.018555
	Iteration 22Q: 3 clusters Score -4232821 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4233042.000000 Penalty: 5248.018555
	Iteration 23Q: 3 clusters Score -4233042 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4233219.500000 Penalty: 5248.018555
	Iteration 24Q: 3 clusters Score -4233220 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -4233430.500000 Penalty: 5248.018555
	Iteration 25Q: 3 clusters Score -4233430 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4233675.500000 Penalty: 5248.018555
	Iteration 26Q: 3 clusters Score -4233676 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4233947.000000 Penalty: 5248.018555
	Iteration 27Q: 3 clusters Score -4233947 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -4234246.500000 Penalty: 5248.018555
	Iteration 28Q: 3 clusters Score -4234246 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4234538.500000 Penalty: 5248.018555
	Iteration 29Q: 3 clusters Score -4234538 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4234824.500000 Penalty: 5248.018555
	Iteration 30Q: 3 clusters Score -4234824 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4235097.000000 Penalty: 5248.018555
	Iteration 31Q: 3 clusters Score -4235097 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4235332.500000 Penalty: 5248.018555
	Iteration 32Q: 3 clusters Score -4235332 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -4235501.500000 Penalty: 5248.018555
	Iteration 33Q: 3 clusters Score -4235502 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4235624.500000 Penalty: 5248.018555
	Iteration 34Q: 3 clusters Score -4235624 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4235736.500000 Penalty: 5248.018555
	Iteration 35Q: 3 clusters Score -4235736 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4235839.500000 Penalty: 5248.018555
	Iteration 36Q: 3 clusters Score -4235840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4235915.500000 Penalty: 5248.018555
	Iteration 37Q: 3 clusters Score -4235916 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4235965.000000 Penalty: 5248.018555
	Iteration 38Q: 3 clusters Score -4235965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4235998.000000 Penalty: 5248.018555
	Iteration 39Q: 3 clusters Score -4235998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -4236033.500000 Penalty: 5248.018555
	Iteration 40F: 3 clusters Score -4236034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -4236069.500000 Penalty: 5248.018555
	Iteration 41Q: 3 clusters Score -4236070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -4236103.500000 Penalty: 5248.018555
	Iteration 42Q: 3 clusters Score -4236104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -4236124.000000 Penalty: 5248.018555
	Iteration 43Q: 3 clusters Score -4236124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -4236140.000000 Penalty: 5248.018555
	Iteration 44Q: 3 clusters Score -4236140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4236144.500000 Penalty: 5248.018555
	Iteration 45Q: 3 clusters Score -4236144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4236160.500000 Penalty: 5248.018555
	Iteration 46Q: 3 clusters Score -4236160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4236157.500000 Penalty: 5248.018555
	Iteration 47Q: 3 clusters Score -4236158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -4236172.500000 Penalty: 5248.018555
	Iteration 48Q: 3 clusters Score -4236172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -4236179.000000 Penalty: 5248.018555
	Iteration 49Q: 3 clusters Score -4236179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -4236183.500000 Penalty: 5248.018555
	Iteration 50Q: 3 clusters Score -4236184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -4236186.500000 Penalty: 5248.018555
	Iteration 51Q: 3 clusters Score -4236186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4236182.000000 Penalty: 5248.018555
	Iteration 52Q: 3 clusters Score -4236182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4236187.000000 Penalty: 5248.018555
	Iteration 53Q: 3 clusters Score -4236187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4236190.500000 Penalty: 5248.018555
	Iteration 54Q: 3 clusters Score -4236190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4236190.000000 Penalty: 5248.018555
	Iteration 55Q: 3 clusters Score -4236190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -4236185.500000 Penalty: 5248.018555
	Iteration 56Q: 3 clusters Score -4236186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4236190.500000 Penalty: 5248.018555
	Iteration 57Q: 3 clusters Score -4236190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4236195.000000 Penalty: 5248.018555
	Iteration 58Q: 3 clusters Score -4236195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4236199.500000 Penalty: 5248.018555
	Iteration 59Q: 3 clusters Score -4236200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -4236198.500000 Penalty: 5248.018555
	Iteration 60F: 3 clusters Score -4236198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -4236198.000000 Penalty: 5248.018555
	Iteration 61Q: 3 clusters Score -4236198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -4236198.000000 Penalty: 5248.018555
	Iteration 62Q: 3 clusters Score -4236198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -4236198.000000 Penalty: 5248.018555
	Iteration 63F: 3 clusters Score -4236198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -28487.574219 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -28487.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27435.654297 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -27435.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27758.517578 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -27758.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27814.728516 Penalty: 2830.726807
	Iteration 2Q: 3 clusters Score -27814.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27826.718750 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -27826.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27856.933594 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -27856.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27867.080078 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -27867.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27873.044922 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -27873.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27875.759766 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -27875.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27875.759766 Penalty: 2830.726807
	Iteration 8F: 3 clusters Score -27875.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Entering Unmasked Estep 
Score: -1123886.875000 Penalty: 2277.554688
	Iteration 0F: 2 clusters Score -1123887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1116446.250000 Penalty: 4555.109375
	Iteration 0F: 3 clusters Score -1116446 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1118871.625000 Penalty: 4555.109375
	Iteration 1F: 3 clusters Score -1118872 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1119605.500000 Penalty: 4555.109375
	Iteration 2F: 3 clusters Score -1119606 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1120278.500000 Penalty: 4555.109375
	Iteration 3F: 3 clusters Score -1120278 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1120880.625000 Penalty: 4555.109375
	Iteration 4F: 3 clusters Score -1120881 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1121473.750000 Penalty: 4555.109375
	Iteration 5F: 3 clusters Score -1121474 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1121976.250000 Penalty: 4555.109375
	Iteration 6F: 3 clusters Score -1121976 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1122329.500000 Penalty: 4555.109375
	Iteration 7Q: 3 clusters Score -1122330 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1122666.375000 Penalty: 4555.109375
	Iteration 8Q: 3 clusters Score -1122666 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1122905.375000 Penalty: 4555.109375
	Iteration 9Q: 3 clusters Score -1122905 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1123086.375000 Penalty: 4555.109375
	Iteration 10Q: 3 clusters Score -1123086 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1123172.750000 Penalty: 4555.109375
	Iteration 11Q: 3 clusters Score -1123173 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1123216.125000 Penalty: 4555.109375
	Iteration 12Q: 3 clusters Score -1123216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1123236.750000 Penalty: 4555.109375
	Iteration 13Q: 3 clusters Score -1123237 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1123252.500000 Penalty: 4555.109375
	Iteration 14Q: 3 clusters Score -1123252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1123263.250000 Penalty: 4555.109375
	Iteration 15Q: 3 clusters Score -1123263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1123272.375000 Penalty: 4555.109375
	Iteration 16Q: 3 clusters Score -1123272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1123277.000000 Penalty: 4555.109375
	Iteration 17Q: 3 clusters Score -1123277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1123278.125000 Penalty: 4555.109375
	Iteration 18Q: 3 clusters Score -1123278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1123281.375000 Penalty: 4555.109375
	Iteration 19Q: 3 clusters Score -1123281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1123278.500000 Penalty: 4555.109375
	Iteration 20F: 3 clusters Score -1123278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1123277.750000 Penalty: 4555.109375
	Iteration 21Q: 3 clusters Score -1123278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1123278.625000 Penalty: 4555.109375
	Iteration 22Q: 3 clusters Score -1123279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1123279.875000 Penalty: 4555.109375
	Iteration 23Q: 3 clusters Score -1123280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1123279.375000 Penalty: 4555.109375
	Iteration 24Q: 3 clusters Score -1123279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1123279.375000 Penalty: 4555.109375
	Iteration 25F: 3 clusters Score -1123279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Entering Unmasked Estep 
Score: -1366792.125000 Penalty: 2325.106934
	Iteration 0F: 2 clusters Score -1366792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1358034.375000 Penalty: 4650.213867
	Iteration 0F: 3 clusters Score -1358034 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1360584.875000 Penalty: 4650.213867
	Iteration 1F: 3 clusters Score -1360585 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1360867.875000 Penalty: 4650.213867
	Iteration 2F: 3 clusters Score -1360868 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1361108.125000 Penalty: 4650.213867
	Iteration 3Q: 3 clusters Score -1361108 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1361404.500000 Penalty: 4650.213867
	Iteration 4Q: 3 clusters Score -1361404 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1361926.500000 Penalty: 4650.213867
	Iteration 5F: 3 clusters Score -1361926 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1362619.375000 Penalty: 4650.213867
	Iteration 6F: 3 clusters Score -1362619 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1363361.125000 Penalty: 4650.213867
	Iteration 7F: 3 clusters Score -1363361 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1363994.875000 Penalty: 4650.213867
	Iteration 8F: 3 clusters Score -1363995 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1364471.250000 Penalty: 4650.213867
	Iteration 9F: 3 clusters Score -1364471 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1364792.250000 Penalty: 4650.213867
	Iteration 10Q: 3 clusters Score -1364792 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1365002.000000 Penalty: 4650.213867
	Iteration 11Q: 3 clusters Score -1365002 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1365174.125000 Penalty: 4650.213867
	Iteration 12Q: 3 clusters Score -1365174 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1365315.875000 Penalty: 4650.213867
	Iteration 13Q: 3 clusters Score -1365316 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1365436.625000 Penalty: 4650.213867
	Iteration 14Q: 3 clusters Score -1365437 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1365515.250000 Penalty: 4650.213867
	Iteration 15Q: 3 clusters Score -1365515 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1365578.000000 Penalty: 4650.213867
	Iteration 16Q: 3 clusters Score -1365578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1365623.750000 Penalty: 4650.213867
	Iteration 17Q: 3 clusters Score -1365624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1365663.250000 Penalty: 4650.213867
	Iteration 18Q: 3 clusters Score -1365663 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1365691.625000 Penalty: 4650.213867
	Iteration 19Q: 3 clusters Score -1365692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1365713.000000 Penalty: 4650.213867
	Iteration 20F: 3 clusters Score -1365713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1365725.625000 Penalty: 4650.213867
	Iteration 21Q: 3 clusters Score -1365726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1365754.000000 Penalty: 4650.213867
	Iteration 22Q: 3 clusters Score -1365754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1365776.875000 Penalty: 4650.213867
	Iteration 23Q: 3 clusters Score -1365777 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1365800.750000 Penalty: 4650.213867
	Iteration 24Q: 3 clusters Score -1365801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1365819.250000 Penalty: 4650.213867
	Iteration 25Q: 3 clusters Score -1365819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1365834.750000 Penalty: 4650.213867
	Iteration 26Q: 3 clusters Score -1365835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1365846.375000 Penalty: 4650.213867
	Iteration 27Q: 3 clusters Score -1365846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1365852.250000 Penalty: 4650.213867
	Iteration 28Q: 3 clusters Score -1365852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1365868.750000 Penalty: 4650.213867
	Iteration 29Q: 3 clusters Score -1365869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1365880.125000 Penalty: 4650.213867
	Iteration 30Q: 3 clusters Score -1365880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1365892.875000 Penalty: 4650.213867
	Iteration 31Q: 3 clusters Score -1365893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1365904.000000 Penalty: 4650.213867
	Iteration 32Q: 3 clusters Score -1365904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1365914.250000 Penalty: 4650.213867
	Iteration 33Q: 3 clusters Score -1365914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1365919.000000 Penalty: 4650.213867
	Iteration 34Q: 3 clusters Score -1365919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1365922.875000 Penalty: 4650.213867
	Iteration 35Q: 3 clusters Score -1365923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1365926.375000 Penalty: 4650.213867
	Iteration 36Q: 3 clusters Score -1365926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1365930.625000 Penalty: 4650.213867
	Iteration 37Q: 3 clusters Score -1365931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1365938.625000 Penalty: 4650.213867
	Iteration 38Q: 3 clusters Score -1365939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1365942.250000 Penalty: 4650.213867
	Iteration 39Q: 3 clusters Score -1365942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1365943.500000 Penalty: 4650.213867
	Iteration 40F: 3 clusters Score -1365944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1365945.375000 Penalty: 4650.213867
	Iteration 41Q: 3 clusters Score -1365945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1365950.250000 Penalty: 4650.213867
	Iteration 42Q: 3 clusters Score -1365950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1365952.000000 Penalty: 4650.213867
	Iteration 43Q: 3 clusters Score -1365952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1365954.000000 Penalty: 4650.213867
	Iteration 44Q: 3 clusters Score -1365954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1365958.250000 Penalty: 4650.213867
	Iteration 45Q: 3 clusters Score -1365958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1365962.625000 Penalty: 4650.213867
	Iteration 46Q: 3 clusters Score -1365963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1365967.500000 Penalty: 4650.213867
	Iteration 47Q: 3 clusters Score -1365968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1365973.750000 Penalty: 4650.213867
	Iteration 48Q: 3 clusters Score -1365974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1365974.500000 Penalty: 4650.213867
	Iteration 49Q: 3 clusters Score -1365974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1365978.500000 Penalty: 4650.213867
	Iteration 50Q: 3 clusters Score -1365978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1365980.625000 Penalty: 4650.213867
	Iteration 51Q: 3 clusters Score -1365981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1365981.250000 Penalty: 4650.213867
	Iteration 52Q: 3 clusters Score -1365981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1365984.000000 Penalty: 4650.213867
	Iteration 53Q: 3 clusters Score -1365984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1365981.750000 Penalty: 4650.213867
	Iteration 54Q: 3 clusters Score -1365982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1365981.250000 Penalty: 4650.213867
	Iteration 55Q: 3 clusters Score -1365981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1365982.625000 Penalty: 4650.213867
	Iteration 56Q: 3 clusters Score -1365983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1365983.000000 Penalty: 4650.213867
	Iteration 57Q: 3 clusters Score -1365983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1365983.750000 Penalty: 4650.213867
	Iteration 58Q: 3 clusters Score -1365984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1365984.375000 Penalty: 4650.213867
	Iteration 59Q: 3 clusters Score -1365984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1365984.375000 Penalty: 4650.213867
	Iteration 60F: 3 clusters Score -1365984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -293694.468750 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -293694.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -290794.218750 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -290794.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -291358.812500 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -291358.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -291492.437500 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -291492.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -291558.906250 Penalty: 3872.726562
	Iteration 3Q: 3 clusters Score -291558.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -291604.906250 Penalty: 3872.726562
	Iteration 4Q: 3 clusters Score -291604.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -291634.125000 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -291634.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -291653.187500 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -291653.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -291671.468750 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -291671.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -291680.531250 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -291680.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -291687.156250 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -291687.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -291697.218750 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -291697.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -291704.218750 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -291704.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -291711.187500 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -291711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -291712.812500 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -291712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -291713.750000 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -291713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -291714.000000 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -291714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -291714.656250 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -291714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -291715.750000 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -291715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -291719.281250 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -291719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -291720.343750 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -291720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -291721.156250 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -291721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -291721.781250 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -291721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -291721.781250 Penalty: 3872.726562
	Iteration 22F: 3 clusters Score -291721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -255760.968750 Penalty: 1907.530884
	Iteration 0F: 2 clusters Score -255761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -252981.609375 Penalty: 3815.061768
	Iteration 0F: 3 clusters Score -252981.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253513.656250 Penalty: 3815.061768
	Iteration 1F: 3 clusters Score -253513.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -253665.984375 Penalty: 3815.061768
	Iteration 2F: 3 clusters Score -253666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -253759.500000 Penalty: 3815.061768
	Iteration 3Q: 3 clusters Score -253759.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -253836.453125 Penalty: 3815.061768
	Iteration 4Q: 3 clusters Score -253836.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -253889.125000 Penalty: 3815.061768
	Iteration 5Q: 3 clusters Score -253889.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -253934.250000 Penalty: 3815.061768
	Iteration 6Q: 3 clusters Score -253934.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -253969.515625 Penalty: 3815.061768
	Iteration 7Q: 3 clusters Score -253969.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -253993.015625 Penalty: 3815.061768
	Iteration 8Q: 3 clusters Score -253993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -254006.828125 Penalty: 3815.061768
	Iteration 9Q: 3 clusters Score -254006.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -254016.625000 Penalty: 3815.061768
	Iteration 10Q: 3 clusters Score -254016.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -254027.015625 Penalty: 3815.061768
	Iteration 11Q: 3 clusters Score -254027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -254036.812500 Penalty: 3815.061768
	Iteration 12Q: 3 clusters Score -254036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -254045.250000 Penalty: 3815.061768
	Iteration 13Q: 3 clusters Score -254045.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -254051.750000 Penalty: 3815.061768
	Iteration 14Q: 3 clusters Score -254051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -254057.296875 Penalty: 3815.061768
	Iteration 15Q: 3 clusters Score -254057.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -254066.359375 Penalty: 3815.061768
	Iteration 16Q: 3 clusters Score -254066.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -254072.625000 Penalty: 3815.061768
	Iteration 17Q: 3 clusters Score -254072.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -254076.734375 Penalty: 3815.061768
	Iteration 18Q: 3 clusters Score -254076.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -254079.156250 Penalty: 3815.061768
	Iteration 19Q: 3 clusters Score -254079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -254080.515625 Penalty: 3815.061768
	Iteration 20F: 3 clusters Score -254080.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -254083.328125 Penalty: 3815.061768
	Iteration 21Q: 3 clusters Score -254083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -254086.390625 Penalty: 3815.061768
	Iteration 22Q: 3 clusters Score -254086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -254088.421875 Penalty: 3815.061768
	Iteration 23Q: 3 clusters Score -254088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -254089.765625 Penalty: 3815.061768
	Iteration 24Q: 3 clusters Score -254089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -254090.156250 Penalty: 3815.061768
	Iteration 25Q: 3 clusters Score -254090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -254090.156250 Penalty: 3815.061768
	Iteration 26F: 3 clusters Score -254090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -263267.875000 Penalty: 1914.454346
	Iteration 0F: 2 clusters Score -263267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -260454.140625 Penalty: 3828.908691
	Iteration 0F: 3 clusters Score -260454.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -261002.281250 Penalty: 3828.908691
	Iteration 1F: 3 clusters Score -261002.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -261159.062500 Penalty: 3828.908691
	Iteration 2F: 3 clusters Score -261159.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -261250.046875 Penalty: 3828.908691
	Iteration 3F: 3 clusters Score -261250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -261303.859375 Penalty: 3828.908691
	Iteration 4Q: 3 clusters Score -261303.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -261345.312500 Penalty: 3828.908691
	Iteration 5Q: 3 clusters Score -261345.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -261385.703125 Penalty: 3828.908691
	Iteration 6Q: 3 clusters Score -261385.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -261415.265625 Penalty: 3828.908691
	Iteration 7Q: 3 clusters Score -261415.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -261447.359375 Penalty: 3828.908691
	Iteration 8Q: 3 clusters Score -261447.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -261471.609375 Penalty: 3828.908691
	Iteration 9Q: 3 clusters Score -261471.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -261490.718750 Penalty: 3828.908691
	Iteration 10Q: 3 clusters Score -261490.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -261504.875000 Penalty: 3828.908691
	Iteration 11Q: 3 clusters Score -261504.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -261522.625000 Penalty: 3828.908691
	Iteration 12Q: 3 clusters Score -261522.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -261533.968750 Penalty: 3828.908691
	Iteration 13Q: 3 clusters Score -261534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -261551.390625 Penalty: 3828.908691
	Iteration 14Q: 3 clusters Score -261551.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -261563.968750 Penalty: 3828.908691
	Iteration 15Q: 3 clusters Score -261564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -261577.562500 Penalty: 3828.908691
	Iteration 16Q: 3 clusters Score -261577.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -261587.703125 Penalty: 3828.908691
	Iteration 17Q: 3 clusters Score -261587.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -261598.156250 Penalty: 3828.908691
	Iteration 18Q: 3 clusters Score -261598.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -261608.093750 Penalty: 3828.908691
	Iteration 19Q: 3 clusters Score -261608.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -261620.421875 Penalty: 3828.908691
	Iteration 20F: 3 clusters Score -261620.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -261630.375000 Penalty: 3828.908691
	Iteration 21Q: 3 clusters Score -261630.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -261649.906250 Penalty: 3828.908691
	Iteration 22Q: 3 clusters Score -261649.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -261660.062500 Penalty: 3828.908691
	Iteration 23Q: 3 clusters Score -261660.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261670.609375 Penalty: 3828.908691
	Iteration 24Q: 3 clusters Score -261670.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -261677.343750 Penalty: 3828.908691
	Iteration 25Q: 3 clusters Score -261677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261680.125000 Penalty: 3828.908691
	Iteration 26Q: 3 clusters Score -261680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -261683.218750 Penalty: 3828.908691
	Iteration 27Q: 3 clusters Score -261683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -261685.906250 Penalty: 3828.908691
	Iteration 28Q: 3 clusters Score -261685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -261687.546875 Penalty: 3828.908691
	Iteration 29Q: 3 clusters Score -261687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -261688.890625 Penalty: 3828.908691
	Iteration 30Q: 3 clusters Score -261688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -261690.218750 Penalty: 3828.908691
	Iteration 31Q: 3 clusters Score -261690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -261690.515625 Penalty: 3828.908691
	Iteration 32Q: 3 clusters Score -261690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -261690.921875 Penalty: 3828.908691
	Iteration 33Q: 3 clusters Score -261690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -261691.609375 Penalty: 3828.908691
	Iteration 34Q: 3 clusters Score -261691.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -261691.609375 Penalty: 3828.908691
	Iteration 35F: 3 clusters Score -261691.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -662719.812500 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -662719.8 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 2860 members 
Entering Unmasked Estep 
Score: -657726.000000 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -657726 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -658937.187500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -658937.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -659295.875000 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -659295.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -659662.562500 Penalty: 4292.035156
	Iteration 3F: 3 clusters Score -659662.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -660052.812500 Penalty: 4292.035156
	Iteration 4F: 3 clusters Score -660052.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -660415.000000 Penalty: 4292.035156
	Iteration 5F: 3 clusters Score -660415 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -660712.125000 Penalty: 4292.035156
	Iteration 6F: 3 clusters Score -660712.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -660947.875000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -660947.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -661131.687500 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -661131.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -661267.312500 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -661267.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -661367.437500 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -661367.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -661438.625000 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -661438.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -661512.625000 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -661512.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -661574.687500 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -661574.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -661624.937500 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -661624.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -661668.937500 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -661668.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -661696.812500 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -661696.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -661719.500000 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -661719.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -661735.687500 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -661735.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -661746.062500 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -661746.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -661754.125000 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -661754.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -661760.875000 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -661760.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -661766.812500 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -661766.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -661774.562500 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -661774.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -661782.875000 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -661782.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -661785.187500 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -661785.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -661789.250000 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -661789.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -661791.750000 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -661791.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -661795.312500 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -661795.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -661798.000000 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -661798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -661797.000000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -661797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -661798.437500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -661798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -661799.312500 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -661799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -661801.187500 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -661801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -661800.437500 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -661800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -661801.625000 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -661801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -661800.937500 Penalty: 4292.035156
	Iteration 36Q: 3 clusters Score -661800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -661803.750000 Penalty: 4292.035156
	Iteration 37Q: 3 clusters Score -661803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -661805.000000 Penalty: 4292.035156
	Iteration 38Q: 3 clusters Score -661805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -661805.062500 Penalty: 4292.035156
	Iteration 39Q: 3 clusters Score -661805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -661806.437500 Penalty: 4292.035156
	Iteration 40F: 3 clusters Score -661806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -661808.812500 Penalty: 4292.035156
	Iteration 41Q: 3 clusters Score -661808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -661809.875000 Penalty: 4292.035156
	Iteration 42Q: 3 clusters Score -661809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -661810.312500 Penalty: 4292.035156
	Iteration 43Q: 3 clusters Score -661810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -661810.750000 Penalty: 4292.035156
	Iteration 44Q: 3 clusters Score -661810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -661812.812500 Penalty: 4292.035156
	Iteration 45Q: 3 clusters Score -661812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -661812.312500 Penalty: 4292.035156
	Iteration 46Q: 3 clusters Score -661812.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -661812.125000 Penalty: 4292.035156
	Iteration 47Q: 3 clusters Score -661812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -661813.000000 Penalty: 4292.035156
	Iteration 48Q: 3 clusters Score -661813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -661814.062500 Penalty: 4292.035156
	Iteration 49Q: 3 clusters Score -661814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -661815.375000 Penalty: 4292.035156
	Iteration 50Q: 3 clusters Score -661815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -661813.937500 Penalty: 4292.035156
	Iteration 51Q: 3 clusters Score -661813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -661814.000000 Penalty: 4292.035156
	Iteration 52Q: 3 clusters Score -661814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -661814.187500 Penalty: 4292.035156
	Iteration 53Q: 3 clusters Score -661814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -661815.062500 Penalty: 4292.035156
	Iteration 54Q: 3 clusters Score -661815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -661815.000000 Penalty: 4292.035156
	Iteration 55Q: 3 clusters Score -661815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -661816.250000 Penalty: 4292.035156
	Iteration 56Q: 3 clusters Score -661816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -661816.750000 Penalty: 4292.035156
	Iteration 57Q: 3 clusters Score -661816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -661816.187500 Penalty: 4292.035156
	Iteration 58Q: 3 clusters Score -661816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -661816.187500 Penalty: 4292.035156
	Iteration 59F: 3 clusters Score -661816.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -581021.625000 Penalty: 2113.204346
	Iteration 0F: 2 clusters Score -581021.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -576499.437500 Penalty: 4226.408691
	Iteration 0F: 3 clusters Score -576499.4 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -577579.750000 Penalty: 4226.408691
	Iteration 1F: 3 clusters Score -577579.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -577803.875000 Penalty: 4226.408691
	Iteration 2F: 3 clusters Score -577803.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -578011.062500 Penalty: 4226.408691
	Iteration 3F: 3 clusters Score -578011.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -578218.375000 Penalty: 4226.408691
	Iteration 4F: 3 clusters Score -578218.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -578485.750000 Penalty: 4226.408691
	Iteration 5F: 3 clusters Score -578485.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -578771.250000 Penalty: 4226.408691
	Iteration 6F: 3 clusters Score -578771.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -579005.687500 Penalty: 4226.408691
	Iteration 7F: 3 clusters Score -579005.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -579172.625000 Penalty: 4226.408691
	Iteration 8Q: 3 clusters Score -579172.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -579297.437500 Penalty: 4226.408691
	Iteration 9Q: 3 clusters Score -579297.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -579377.312500 Penalty: 4226.408691
	Iteration 10Q: 3 clusters Score -579377.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -579429.312500 Penalty: 4226.408691
	Iteration 11Q: 3 clusters Score -579429.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -579462.937500 Penalty: 4226.408691
	Iteration 12Q: 3 clusters Score -579462.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -579485.812500 Penalty: 4226.408691
	Iteration 13Q: 3 clusters Score -579485.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -579502.625000 Penalty: 4226.408691
	Iteration 14Q: 3 clusters Score -579502.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -579514.000000 Penalty: 4226.408691
	Iteration 15Q: 3 clusters Score -579514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -579522.000000 Penalty: 4226.408691
	Iteration 16Q: 3 clusters Score -579522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -579530.250000 Penalty: 4226.408691
	Iteration 17Q: 3 clusters Score -579530.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -579535.500000 Penalty: 4226.408691
	Iteration 18Q: 3 clusters Score -579535.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -579540.687500 Penalty: 4226.408691
	Iteration 19Q: 3 clusters Score -579540.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -579547.625000 Penalty: 4226.408691
	Iteration 20F: 3 clusters Score -579547.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -579557.125000 Penalty: 4226.408691
	Iteration 21Q: 3 clusters Score -579557.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -579563.250000 Penalty: 4226.408691
	Iteration 22Q: 3 clusters Score -579563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -579566.062500 Penalty: 4226.408691
	Iteration 23Q: 3 clusters Score -579566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -579568.000000 Penalty: 4226.408691
	Iteration 24Q: 3 clusters Score -579568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -579571.125000 Penalty: 4226.408691
	Iteration 25Q: 3 clusters Score -579571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -579573.750000 Penalty: 4226.408691
	Iteration 26Q: 3 clusters Score -579573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -579575.437500 Penalty: 4226.408691
	Iteration 27Q: 3 clusters Score -579575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -579577.062500 Penalty: 4226.408691
	Iteration 28Q: 3 clusters Score -579577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -579577.062500 Penalty: 4226.408691
	Iteration 29F: 3 clusters Score -579577.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -276056.812500 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -276056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -273510.687500 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -273510.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -274168.968750 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -274169 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -274407.156250 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -274407.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -274615.656250 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -274615.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -274807.906250 Penalty: 3753.916260
	Iteration 4F: 3 clusters Score -274807.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -274965.375000 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -274965.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -275072.437500 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -275072.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -275153.031250 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -275153 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -275208.843750 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -275208.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -275256.093750 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -275256.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -275289.937500 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -275289.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -275303.687500 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -275303.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -275309.187500 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -275309.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -275313.656250 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -275313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -275314.875000 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -275314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -275314.875000 Penalty: 3753.916260
	Iteration 15F: 3 clusters Score -275314.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Entering Unmasked Estep 
Score: -665740.875000 Penalty: 2181.754639
	Iteration 0F: 2 clusters Score -665740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -660288.125000 Penalty: 4363.509277
	Iteration 0F: 3 clusters Score -660288.1 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -661842.375000 Penalty: 4363.509277
	Iteration 1F: 3 clusters Score -661842.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -662228.500000 Penalty: 4363.509277
	Iteration 2F: 3 clusters Score -662228.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -662530.937500 Penalty: 4363.509277
	Iteration 3F: 3 clusters Score -662530.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -662793.187500 Penalty: 4363.509277
	Iteration 4F: 3 clusters Score -662793.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -663042.437500 Penalty: 4363.509277
	Iteration 5F: 3 clusters Score -663042.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -663245.062500 Penalty: 4363.509277
	Iteration 6Q: 3 clusters Score -663245.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -663389.937500 Penalty: 4363.509277
	Iteration 7Q: 3 clusters Score -663389.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -663521.000000 Penalty: 4363.509277
	Iteration 8Q: 3 clusters Score -663521 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -663639.187500 Penalty: 4363.509277
	Iteration 9Q: 3 clusters Score -663639.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -663745.000000 Penalty: 4363.509277
	Iteration 10Q: 3 clusters Score -663745 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -663828.500000 Penalty: 4363.509277
	Iteration 11Q: 3 clusters Score -663828.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -663893.875000 Penalty: 4363.509277
	Iteration 12Q: 3 clusters Score -663893.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -663942.562500 Penalty: 4363.509277
	Iteration 13Q: 3 clusters Score -663942.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -663983.375000 Penalty: 4363.509277
	Iteration 14Q: 3 clusters Score -663983.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -664022.437500 Penalty: 4363.509277
	Iteration 15Q: 3 clusters Score -664022.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -664059.375000 Penalty: 4363.509277
	Iteration 16Q: 3 clusters Score -664059.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -664092.187500 Penalty: 4363.509277
	Iteration 17Q: 3 clusters Score -664092.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -664123.437500 Penalty: 4363.509277
	Iteration 18Q: 3 clusters Score -664123.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -664142.062500 Penalty: 4363.509277
	Iteration 19Q: 3 clusters Score -664142.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -664173.312500 Penalty: 4363.509277
	Iteration 20F: 3 clusters Score -664173.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -664211.750000 Penalty: 4363.509277
	Iteration 21Q: 3 clusters Score -664211.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -664250.500000 Penalty: 4363.509277
	Iteration 22Q: 3 clusters Score -664250.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -664293.250000 Penalty: 4363.509277
	Iteration 23Q: 3 clusters Score -664293.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -664329.125000 Penalty: 4363.509277
	Iteration 24Q: 3 clusters Score -664329.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -664366.562500 Penalty: 4363.509277
	Iteration 25Q: 3 clusters Score -664366.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -664397.687500 Penalty: 4363.509277
	Iteration 26Q: 3 clusters Score -664397.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -664418.937500 Penalty: 4363.509277
	Iteration 27Q: 3 clusters Score -664418.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -664441.625000 Penalty: 4363.509277
	Iteration 28Q: 3 clusters Score -664441.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -664463.000000 Penalty: 4363.509277
	Iteration 29Q: 3 clusters Score -664463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -664483.625000 Penalty: 4363.509277
	Iteration 30Q: 3 clusters Score -664483.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -664503.750000 Penalty: 4363.509277
	Iteration 31Q: 3 clusters Score -664503.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -664522.125000 Penalty: 4363.509277
	Iteration 32Q: 3 clusters Score -664522.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -664540.875000 Penalty: 4363.509277
	Iteration 33Q: 3 clusters Score -664540.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -664559.687500 Penalty: 4363.509277
	Iteration 34Q: 3 clusters Score -664559.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -664584.687500 Penalty: 4363.509277
	Iteration 35Q: 3 clusters Score -664584.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -664607.062500 Penalty: 4363.509277
	Iteration 36Q: 3 clusters Score -664607.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -664633.375000 Penalty: 4363.509277
	Iteration 37Q: 3 clusters Score -664633.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -664659.250000 Penalty: 4363.509277
	Iteration 38Q: 3 clusters Score -664659.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -664682.625000 Penalty: 4363.509277
	Iteration 39Q: 3 clusters Score -664682.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -664694.937500 Penalty: 4363.509277
	Iteration 40F: 3 clusters Score -664694.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -664704.937500 Penalty: 4363.509277
	Iteration 41Q: 3 clusters Score -664704.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -664714.562500 Penalty: 4363.509277
	Iteration 42Q: 3 clusters Score -664714.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -664719.125000 Penalty: 4363.509277
	Iteration 43Q: 3 clusters Score -664719.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -664722.562500 Penalty: 4363.509277
	Iteration 44Q: 3 clusters Score -664722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -664727.000000 Penalty: 4363.509277
	Iteration 45Q: 3 clusters Score -664727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -664735.687500 Penalty: 4363.509277
	Iteration 46Q: 3 clusters Score -664735.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -664748.562500 Penalty: 4363.509277
	Iteration 47Q: 3 clusters Score -664748.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -664760.000000 Penalty: 4363.509277
	Iteration 48Q: 3 clusters Score -664760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -664768.625000 Penalty: 4363.509277
	Iteration 49Q: 3 clusters Score -664768.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -664772.312500 Penalty: 4363.509277
	Iteration 50Q: 3 clusters Score -664772.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -664777.812500 Penalty: 4363.509277
	Iteration 51Q: 3 clusters Score -664777.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -664783.250000 Penalty: 4363.509277
	Iteration 52Q: 3 clusters Score -664783.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -664790.000000 Penalty: 4363.509277
	Iteration 53Q: 3 clusters Score -664790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -664799.437500 Penalty: 4363.509277
	Iteration 54Q: 3 clusters Score -664799.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -664803.000000 Penalty: 4363.509277
	Iteration 55Q: 3 clusters Score -664803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -664805.812500 Penalty: 4363.509277
	Iteration 56Q: 3 clusters Score -664805.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -664807.687500 Penalty: 4363.509277
	Iteration 57Q: 3 clusters Score -664807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -664808.312500 Penalty: 4363.509277
	Iteration 58Q: 3 clusters Score -664808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -664810.312500 Penalty: 4363.509277
	Iteration 59Q: 3 clusters Score -664810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -664810.937500 Penalty: 4363.509277
	Iteration 60F: 3 clusters Score -664810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Entering Unmasked Estep 
Score: -649748.375000 Penalty: 2141.077148
	Iteration 0F: 2 clusters Score -649748.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -644879.375000 Penalty: 4282.154297
	Iteration 0F: 3 clusters Score -644879.4 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -646147.250000 Penalty: 4282.154297
	Iteration 1F: 3 clusters Score -646147.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -646426.562500 Penalty: 4282.154297
	Iteration 2F: 3 clusters Score -646426.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -646682.000000 Penalty: 4282.154297
	Iteration 3F: 3 clusters Score -646682 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -646909.375000 Penalty: 4282.154297
	Iteration 4F: 3 clusters Score -646909.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -647156.500000 Penalty: 4282.154297
	Iteration 5F: 3 clusters Score -647156.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -647381.500000 Penalty: 4282.154297
	Iteration 6Q: 3 clusters Score -647381.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -647565.750000 Penalty: 4282.154297
	Iteration 7Q: 3 clusters Score -647565.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -647717.125000 Penalty: 4282.154297
	Iteration 8Q: 3 clusters Score -647717.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -647821.687500 Penalty: 4282.154297
	Iteration 9Q: 3 clusters Score -647821.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -647916.187500 Penalty: 4282.154297
	Iteration 10Q: 3 clusters Score -647916.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -647997.000000 Penalty: 4282.154297
	Iteration 11Q: 3 clusters Score -647997 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -648054.250000 Penalty: 4282.154297
	Iteration 12Q: 3 clusters Score -648054.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -648095.562500 Penalty: 4282.154297
	Iteration 13Q: 3 clusters Score -648095.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -648122.500000 Penalty: 4282.154297
	Iteration 14Q: 3 clusters Score -648122.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -648141.875000 Penalty: 4282.154297
	Iteration 15Q: 3 clusters Score -648141.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -648157.875000 Penalty: 4282.154297
	Iteration 16Q: 3 clusters Score -648157.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -648172.250000 Penalty: 4282.154297
	Iteration 17Q: 3 clusters Score -648172.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -648184.625000 Penalty: 4282.154297
	Iteration 18Q: 3 clusters Score -648184.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -648199.375000 Penalty: 4282.154297
	Iteration 19Q: 3 clusters Score -648199.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -648210.250000 Penalty: 4282.154297
	Iteration 20F: 3 clusters Score -648210.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -648221.375000 Penalty: 4282.154297
	Iteration 21Q: 3 clusters Score -648221.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -648231.187500 Penalty: 4282.154297
	Iteration 22Q: 3 clusters Score -648231.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -648239.875000 Penalty: 4282.154297
	Iteration 23Q: 3 clusters Score -648239.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -648251.125000 Penalty: 4282.154297
	Iteration 24Q: 3 clusters Score -648251.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -648263.062500 Penalty: 4282.154297
	Iteration 25Q: 3 clusters Score -648263.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -648271.312500 Penalty: 4282.154297
	Iteration 26Q: 3 clusters Score -648271.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -648279.312500 Penalty: 4282.154297
	Iteration 27Q: 3 clusters Score -648279.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -648286.062500 Penalty: 4282.154297
	Iteration 28Q: 3 clusters Score -648286.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -648293.062500 Penalty: 4282.154297
	Iteration 29Q: 3 clusters Score -648293.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -648297.062500 Penalty: 4282.154297
	Iteration 30Q: 3 clusters Score -648297.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -648299.375000 Penalty: 4282.154297
	Iteration 31Q: 3 clusters Score -648299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -648301.312500 Penalty: 4282.154297
	Iteration 32Q: 3 clusters Score -648301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -648300.500000 Penalty: 4282.154297
	Iteration 33Q: 3 clusters Score -648300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -648304.562500 Penalty: 4282.154297
	Iteration 34Q: 3 clusters Score -648304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -648304.812500 Penalty: 4282.154297
	Iteration 35Q: 3 clusters Score -648304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -648302.875000 Penalty: 4282.154297
	Iteration 36Q: 3 clusters Score -648302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -648302.875000 Penalty: 4282.154297
	Iteration 37F: 3 clusters Score -648302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -72447.679688 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -72447.68 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 289 members 
Entering Unmasked Estep 
Score: -70902.281250 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -70902.28 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71204.312500 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -71204.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71438.468750 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -71438.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71588.585938 Penalty: 3151.767578
	Iteration 3F: 3 clusters Score -71588.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71671.320312 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -71671.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71770.937500 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -71770.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71809.609375 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -71809.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71829.609375 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -71829.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71854.812500 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -71854.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71872.445312 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -71872.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71882.398438 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -71882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71884.023438 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -71884.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71884.023438 Penalty: 3151.767578
	Iteration 12F: 3 clusters Score -71884.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -641025.687500 Penalty: 2139.037354
	Iteration 0F: 2 clusters Score -641025.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -636183.375000 Penalty: 4278.074707
	Iteration 0F: 3 clusters Score -636183.4 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -637347.562500 Penalty: 4278.074707
	Iteration 1F: 3 clusters Score -637347.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -637612.000000 Penalty: 4278.074707
	Iteration 2F: 3 clusters Score -637612 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -637809.750000 Penalty: 4278.074707
	Iteration 3F: 3 clusters Score -637809.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -637980.125000 Penalty: 4278.074707
	Iteration 4Q: 3 clusters Score -637980.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -638115.312500 Penalty: 4278.074707
	Iteration 5Q: 3 clusters Score -638115.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -638222.062500 Penalty: 4278.074707
	Iteration 6Q: 3 clusters Score -638222.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -638327.000000 Penalty: 4278.074707
	Iteration 7Q: 3 clusters Score -638327 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -638433.750000 Penalty: 4278.074707
	Iteration 8Q: 3 clusters Score -638433.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -638537.062500 Penalty: 4278.074707
	Iteration 9Q: 3 clusters Score -638537.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -638619.187500 Penalty: 4278.074707
	Iteration 10Q: 3 clusters Score -638619.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -638694.562500 Penalty: 4278.074707
	Iteration 11Q: 3 clusters Score -638694.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -638759.312500 Penalty: 4278.074707
	Iteration 12Q: 3 clusters Score -638759.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -638814.875000 Penalty: 4278.074707
	Iteration 13Q: 3 clusters Score -638814.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -638857.812500 Penalty: 4278.074707
	Iteration 14Q: 3 clusters Score -638857.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -638889.187500 Penalty: 4278.074707
	Iteration 15Q: 3 clusters Score -638889.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -638904.812500 Penalty: 4278.074707
	Iteration 16Q: 3 clusters Score -638904.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -638917.562500 Penalty: 4278.074707
	Iteration 17Q: 3 clusters Score -638917.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -638924.312500 Penalty: 4278.074707
	Iteration 18Q: 3 clusters Score -638924.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -638928.812500 Penalty: 4278.074707
	Iteration 19Q: 3 clusters Score -638928.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -638935.062500 Penalty: 4278.074707
	Iteration 20F: 3 clusters Score -638935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -638936.062500 Penalty: 4278.074707
	Iteration 21Q: 3 clusters Score -638936.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -638941.750000 Penalty: 4278.074707
	Iteration 22Q: 3 clusters Score -638941.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -638944.875000 Penalty: 4278.074707
	Iteration 23Q: 3 clusters Score -638944.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -638945.937500 Penalty: 4278.074707
	Iteration 24Q: 3 clusters Score -638945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -638947.875000 Penalty: 4278.074707
	Iteration 25Q: 3 clusters Score -638947.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -638953.437500 Penalty: 4278.074707
	Iteration 26Q: 3 clusters Score -638953.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -638956.062500 Penalty: 4278.074707
	Iteration 27Q: 3 clusters Score -638956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -638958.625000 Penalty: 4278.074707
	Iteration 28Q: 3 clusters Score -638958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -638960.875000 Penalty: 4278.074707
	Iteration 29Q: 3 clusters Score -638960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -638961.187500 Penalty: 4278.074707
	Iteration 30Q: 3 clusters Score -638961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -638961.875000 Penalty: 4278.074707
	Iteration 31Q: 3 clusters Score -638961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -638963.000000 Penalty: 4278.074707
	Iteration 32Q: 3 clusters Score -638963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -638963.875000 Penalty: 4278.074707
	Iteration 33Q: 3 clusters Score -638963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -638964.937500 Penalty: 4278.074707
	Iteration 34Q: 3 clusters Score -638964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -638964.875000 Penalty: 4278.074707
	Iteration 35Q: 3 clusters Score -638964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -638964.875000 Penalty: 4278.074707
	Iteration 36F: 3 clusters Score -638964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Entering Unmasked Estep 
Score: -876980.312500 Penalty: 2212.521484
	Iteration 0F: 2 clusters Score -876980.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -870925.562500 Penalty: 4425.042969
	Iteration 0F: 3 clusters Score -870925.6 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -872488.000000 Penalty: 4425.042969
	Iteration 1F: 3 clusters Score -872488 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -872731.125000 Penalty: 4425.042969
	Iteration 2F: 3 clusters Score -872731.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -872885.000000 Penalty: 4425.042969
	Iteration 3Q: 3 clusters Score -872885 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -872997.562500 Penalty: 4425.042969
	Iteration 4Q: 3 clusters Score -872997.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -873086.937500 Penalty: 4425.042969
	Iteration 5Q: 3 clusters Score -873086.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -873171.875000 Penalty: 4425.042969
	Iteration 6Q: 3 clusters Score -873171.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -873264.500000 Penalty: 4425.042969
	Iteration 7Q: 3 clusters Score -873264.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -873385.187500 Penalty: 4425.042969
	Iteration 8Q: 3 clusters Score -873385.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -873535.062500 Penalty: 4425.042969
	Iteration 9Q: 3 clusters Score -873535.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -873729.625000 Penalty: 4425.042969
	Iteration 10Q: 3 clusters Score -873729.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -873954.125000 Penalty: 4425.042969
	Iteration 11Q: 3 clusters Score -873954.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -874208.687500 Penalty: 4425.042969
	Iteration 12Q: 3 clusters Score -874208.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -874510.250000 Penalty: 4425.042969
	Iteration 13Q: 3 clusters Score -874510.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -874738.062500 Penalty: 4425.042969
	Iteration 14Q: 3 clusters Score -874738.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -874928.687500 Penalty: 4425.042969
	Iteration 15Q: 3 clusters Score -874928.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -875075.312500 Penalty: 4425.042969
	Iteration 16Q: 3 clusters Score -875075.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -875160.125000 Penalty: 4425.042969
	Iteration 17Q: 3 clusters Score -875160.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -875205.937500 Penalty: 4425.042969
	Iteration 18Q: 3 clusters Score -875205.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -875232.625000 Penalty: 4425.042969
	Iteration 19Q: 3 clusters Score -875232.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -875256.937500 Penalty: 4425.042969
	Iteration 20F: 3 clusters Score -875256.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -875272.125000 Penalty: 4425.042969
	Iteration 21Q: 3 clusters Score -875272.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -875281.687500 Penalty: 4425.042969
	Iteration 22Q: 3 clusters Score -875281.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -875287.812500 Penalty: 4425.042969
	Iteration 23Q: 3 clusters Score -875287.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -875295.312500 Penalty: 4425.042969
	Iteration 24Q: 3 clusters Score -875295.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -875297.562500 Penalty: 4425.042969
	Iteration 25Q: 3 clusters Score -875297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -875301.312500 Penalty: 4425.042969
	Iteration 26Q: 3 clusters Score -875301.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -875305.875000 Penalty: 4425.042969
	Iteration 27Q: 3 clusters Score -875305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -875307.687500 Penalty: 4425.042969
	Iteration 28Q: 3 clusters Score -875307.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -875307.312500 Penalty: 4425.042969
	Iteration 29Q: 3 clusters Score -875307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -875306.937500 Penalty: 4425.042969
	Iteration 30Q: 3 clusters Score -875306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -875306.937500 Penalty: 4425.042969
	Iteration 31F: 3 clusters Score -875306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -1008993.500000 Penalty: 2247.336426
	Iteration 0F: 2 clusters Score -1008994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1002249.375000 Penalty: 4494.672852
	Iteration 0F: 3 clusters Score -1002249 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1004109.437500 Penalty: 4494.672852
	Iteration 1F: 3 clusters Score -1004109 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1004441.625000 Penalty: 4494.672852
	Iteration 2F: 3 clusters Score -1004442 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1004786.125000 Penalty: 4494.672852
	Iteration 3F: 3 clusters Score -1004786 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1005142.000000 Penalty: 4494.672852
	Iteration 4F: 3 clusters Score -1005142 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1005527.687500 Penalty: 4494.672852
	Iteration 5F: 3 clusters Score -1005528 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1005917.250000 Penalty: 4494.672852
	Iteration 6F: 3 clusters Score -1005917 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1006320.750000 Penalty: 4494.672852
	Iteration 7F: 3 clusters Score -1006321 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1006668.375000 Penalty: 4494.672852
	Iteration 8Q: 3 clusters Score -1006668 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1006879.937500 Penalty: 4494.672852
	Iteration 9Q: 3 clusters Score -1006880 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1007014.875000 Penalty: 4494.672852
	Iteration 10Q: 3 clusters Score -1007015 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1007085.375000 Penalty: 4494.672852
	Iteration 11Q: 3 clusters Score -1007085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1007118.375000 Penalty: 4494.672852
	Iteration 12Q: 3 clusters Score -1007118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1007145.062500 Penalty: 4494.672852
	Iteration 13Q: 3 clusters Score -1007145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1007159.187500 Penalty: 4494.672852
	Iteration 14Q: 3 clusters Score -1007159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1007168.375000 Penalty: 4494.672852
	Iteration 15Q: 3 clusters Score -1007168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1007175.437500 Penalty: 4494.672852
	Iteration 16Q: 3 clusters Score -1007175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1007181.875000 Penalty: 4494.672852
	Iteration 17Q: 3 clusters Score -1007182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1007186.187500 Penalty: 4494.672852
	Iteration 18Q: 3 clusters Score -1007186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1007187.812500 Penalty: 4494.672852
	Iteration 19Q: 3 clusters Score -1007188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1007189.000000 Penalty: 4494.672852
	Iteration 20F: 3 clusters Score -1007189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1007189.062500 Penalty: 4494.672852
	Iteration 21Q: 3 clusters Score -1007189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1007192.687500 Penalty: 4494.672852
	Iteration 22Q: 3 clusters Score -1007193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1007196.250000 Penalty: 4494.672852
	Iteration 23Q: 3 clusters Score -1007196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1007196.062500 Penalty: 4494.672852
	Iteration 24Q: 3 clusters Score -1007196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1007194.250000 Penalty: 4494.672852
	Iteration 25Q: 3 clusters Score -1007194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1007196.500000 Penalty: 4494.672852
	Iteration 26Q: 3 clusters Score -1007196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1007196.500000 Penalty: 4494.672852
	Iteration 27F: 3 clusters Score -1007196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -299489.875000 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -299489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -296845.750000 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -296845.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -297833.375000 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -297833.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -298347.875000 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -298347.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -298703.531250 Penalty: 3793.774902
	Iteration 3F: 3 clusters Score -298703.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -298934.187500 Penalty: 3793.774902
	Iteration 4F: 3 clusters Score -298934.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -299123.156250 Penalty: 3793.774902
	Iteration 5Q: 3 clusters Score -299123.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -299261.406250 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -299261.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -299349.531250 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -299349.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -299421.156250 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -299421.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -299471.000000 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -299471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -299499.656250 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -299499.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -299513.781250 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -299513.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -299526.906250 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -299526.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -299535.625000 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -299535.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -299544.937500 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -299544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -299553.687500 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -299553.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -299561.812500 Penalty: 3793.774902
	Iteration 16Q: 3 clusters Score -299561.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -299578.218750 Penalty: 3793.774902
	Iteration 17Q: 3 clusters Score -299578.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -299604.187500 Penalty: 3793.774902
	Iteration 18Q: 3 clusters Score -299604.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -299628.781250 Penalty: 3793.774902
	Iteration 19Q: 3 clusters Score -299628.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -299649.656250 Penalty: 3793.774902
	Iteration 20F: 3 clusters Score -299649.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -299660.125000 Penalty: 3793.774902
	Iteration 21Q: 3 clusters Score -299660.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -299664.812500 Penalty: 3793.774902
	Iteration 22Q: 3 clusters Score -299664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -299665.781250 Penalty: 3793.774902
	Iteration 23Q: 3 clusters Score -299665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -299670.218750 Penalty: 3793.774902
	Iteration 24Q: 3 clusters Score -299670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -299676.031250 Penalty: 3793.774902
	Iteration 25Q: 3 clusters Score -299676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -299682.031250 Penalty: 3793.774902
	Iteration 26Q: 3 clusters Score -299682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -299684.312500 Penalty: 3793.774902
	Iteration 27Q: 3 clusters Score -299684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -299687.312500 Penalty: 3793.774902
	Iteration 28Q: 3 clusters Score -299687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -299690.843750 Penalty: 3793.774902
	Iteration 29Q: 3 clusters Score -299690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -299690.843750 Penalty: 3793.774902
	Iteration 30F: 3 clusters Score -299690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6617 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 901 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9222 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 1197 members 
Entering Unmasked Estep 
Score: -133768424.000000 Penalty: 253084.625000
Splitting cluster 48 changes total score from -133769808.000000 to -133768424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -502770.031250 Penalty: 2079.657715
	Iteration 0F: 2 clusters Score -502770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -498636.375000 Penalty: 4159.315430
	Iteration 0F: 3 clusters Score -498636.4 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -499544.750000 Penalty: 4159.315430
	Iteration 1F: 3 clusters Score -499544.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -499720.250000 Penalty: 4159.315430
	Iteration 2F: 3 clusters Score -499720.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -499827.500000 Penalty: 4159.315430
	Iteration 3Q: 3 clusters Score -499827.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -499890.531250 Penalty: 4159.315430
	Iteration 4Q: 3 clusters Score -499890.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -499937.468750 Penalty: 4159.315430
	Iteration 5Q: 3 clusters Score -499937.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -499970.968750 Penalty: 4159.315430
	Iteration 6Q: 3 clusters Score -499971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -500005.875000 Penalty: 4159.315430
	Iteration 7Q: 3 clusters Score -500005.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -500035.468750 Penalty: 4159.315430
	Iteration 8Q: 3 clusters Score -500035.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -500063.156250 Penalty: 4159.315430
	Iteration 9Q: 3 clusters Score -500063.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -500082.968750 Penalty: 4159.315430
	Iteration 10Q: 3 clusters Score -500083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -500101.187500 Penalty: 4159.315430
	Iteration 11Q: 3 clusters Score -500101.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -500122.906250 Penalty: 4159.315430
	Iteration 12Q: 3 clusters Score -500122.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -500143.468750 Penalty: 4159.315430
	Iteration 13Q: 3 clusters Score -500143.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -500163.968750 Penalty: 4159.315430
	Iteration 14Q: 3 clusters Score -500164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -500188.000000 Penalty: 4159.315430
	Iteration 15Q: 3 clusters Score -500188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -500213.218750 Penalty: 4159.315430
	Iteration 16Q: 3 clusters Score -500213.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -500236.656250 Penalty: 4159.315430
	Iteration 17Q: 3 clusters Score -500236.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -500262.375000 Penalty: 4159.315430
	Iteration 18Q: 3 clusters Score -500262.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -500289.625000 Penalty: 4159.315430
	Iteration 19Q: 3 clusters Score -500289.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -500315.093750 Penalty: 4159.315430
	Iteration 20F: 3 clusters Score -500315.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -500348.312500 Penalty: 4159.315430
	Iteration 21Q: 3 clusters Score -500348.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -500378.437500 Penalty: 4159.315430
	Iteration 22Q: 3 clusters Score -500378.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -500409.812500 Penalty: 4159.315430
	Iteration 23Q: 3 clusters Score -500409.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -500444.718750 Penalty: 4159.315430
	Iteration 24Q: 3 clusters Score -500444.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -500481.937500 Penalty: 4159.315430
	Iteration 25Q: 3 clusters Score -500481.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -500513.406250 Penalty: 4159.315430
	Iteration 26Q: 3 clusters Score -500513.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -500541.718750 Penalty: 4159.315430
	Iteration 27Q: 3 clusters Score -500541.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -500571.062500 Penalty: 4159.315430
	Iteration 28Q: 3 clusters Score -500571.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -500607.531250 Penalty: 4159.315430
	Iteration 29Q: 3 clusters Score -500607.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -500643.781250 Penalty: 4159.315430
	Iteration 30Q: 3 clusters Score -500643.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -500681.875000 Penalty: 4159.315430
	Iteration 31Q: 3 clusters Score -500681.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -500709.781250 Penalty: 4159.315430
	Iteration 32Q: 3 clusters Score -500709.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -500744.000000 Penalty: 4159.315430
	Iteration 33Q: 3 clusters Score -500744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -500770.093750 Penalty: 4159.315430
	Iteration 34Q: 3 clusters Score -500770.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -500800.218750 Penalty: 4159.315430
	Iteration 35Q: 3 clusters Score -500800.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -500824.093750 Penalty: 4159.315430
	Iteration 36Q: 3 clusters Score -500824.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -500836.968750 Penalty: 4159.315430
	Iteration 37Q: 3 clusters Score -500837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -500851.656250 Penalty: 4159.315430
	Iteration 38Q: 3 clusters Score -500851.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -500864.125000 Penalty: 4159.315430
	Iteration 39Q: 3 clusters Score -500864.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -500880.718750 Penalty: 4159.315430
	Iteration 40F: 3 clusters Score -500880.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -500889.437500 Penalty: 4159.315430
	Iteration 41Q: 3 clusters Score -500889.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -500897.562500 Penalty: 4159.315430
	Iteration 42Q: 3 clusters Score -500897.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -500902.093750 Penalty: 4159.315430
	Iteration 43Q: 3 clusters Score -500902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -500905.125000 Penalty: 4159.315430
	Iteration 44Q: 3 clusters Score -500905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -500906.781250 Penalty: 4159.315430
	Iteration 45Q: 3 clusters Score -500906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -500908.218750 Penalty: 4159.315430
	Iteration 46Q: 3 clusters Score -500908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -500909.656250 Penalty: 4159.315430
	Iteration 47Q: 3 clusters Score -500909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -500911.062500 Penalty: 4159.315430
	Iteration 48Q: 3 clusters Score -500911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -500911.281250 Penalty: 4159.315430
	Iteration 49Q: 3 clusters Score -500911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -500911.218750 Penalty: 4159.315430
	Iteration 50Q: 3 clusters Score -500911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -500913.093750 Penalty: 4159.315430
	Iteration 51Q: 3 clusters Score -500913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -500913.625000 Penalty: 4159.315430
	Iteration 52Q: 3 clusters Score -500913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -500914.250000 Penalty: 4159.315430
	Iteration 53Q: 3 clusters Score -500914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -500916.718750 Penalty: 4159.315430
	Iteration 54Q: 3 clusters Score -500916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -500916.625000 Penalty: 4159.315430
	Iteration 55Q: 3 clusters Score -500916.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -500916.625000 Penalty: 4159.315430
	Iteration 56F: 3 clusters Score -500916.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -753017.750000 Penalty: 2169.027832
	Iteration 0F: 2 clusters Score -753017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -747692.750000 Penalty: 4338.055664
	Iteration 0F: 3 clusters Score -747692.8 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -749068.000000 Penalty: 4338.055664
	Iteration 1F: 3 clusters Score -749068 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -749316.000000 Penalty: 4338.055664
	Iteration 2F: 3 clusters Score -749316 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -749474.687500 Penalty: 4338.055664
	Iteration 3F: 3 clusters Score -749474.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -749587.437500 Penalty: 4338.055664
	Iteration 4Q: 3 clusters Score -749587.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -749666.062500 Penalty: 4338.055664
	Iteration 5Q: 3 clusters Score -749666.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -749724.250000 Penalty: 4338.055664
	Iteration 6Q: 3 clusters Score -749724.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -749760.687500 Penalty: 4338.055664
	Iteration 7Q: 3 clusters Score -749760.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -749795.875000 Penalty: 4338.055664
	Iteration 8Q: 3 clusters Score -749795.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -749824.750000 Penalty: 4338.055664
	Iteration 9Q: 3 clusters Score -749824.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -749850.625000 Penalty: 4338.055664
	Iteration 10Q: 3 clusters Score -749850.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -749879.062500 Penalty: 4338.055664
	Iteration 11Q: 3 clusters Score -749879.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -749911.687500 Penalty: 4338.055664
	Iteration 12Q: 3 clusters Score -749911.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -749952.875000 Penalty: 4338.055664
	Iteration 13Q: 3 clusters Score -749952.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -749982.437500 Penalty: 4338.055664
	Iteration 14Q: 3 clusters Score -749982.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -750010.000000 Penalty: 4338.055664
	Iteration 15Q: 3 clusters Score -750010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -750037.812500 Penalty: 4338.055664
	Iteration 16Q: 3 clusters Score -750037.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -750071.312500 Penalty: 4338.055664
	Iteration 17Q: 3 clusters Score -750071.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -750100.187500 Penalty: 4338.055664
	Iteration 18Q: 3 clusters Score -750100.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -750135.937500 Penalty: 4338.055664
	Iteration 19Q: 3 clusters Score -750135.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -750185.250000 Penalty: 4338.055664
	Iteration 20F: 3 clusters Score -750185.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -750238.312500 Penalty: 4338.055664
	Iteration 21Q: 3 clusters Score -750238.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -750290.687500 Penalty: 4338.055664
	Iteration 22Q: 3 clusters Score -750290.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -750344.687500 Penalty: 4338.055664
	Iteration 23Q: 3 clusters Score -750344.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -750404.562500 Penalty: 4338.055664
	Iteration 24Q: 3 clusters Score -750404.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -750470.562500 Penalty: 4338.055664
	Iteration 25Q: 3 clusters Score -750470.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -750527.125000 Penalty: 4338.055664
	Iteration 26Q: 3 clusters Score -750527.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -750571.812500 Penalty: 4338.055664
	Iteration 27Q: 3 clusters Score -750571.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -750605.937500 Penalty: 4338.055664
	Iteration 28Q: 3 clusters Score -750605.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -750630.937500 Penalty: 4338.055664
	Iteration 29Q: 3 clusters Score -750630.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -750655.625000 Penalty: 4338.055664
	Iteration 30Q: 3 clusters Score -750655.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -750687.687500 Penalty: 4338.055664
	Iteration 31Q: 3 clusters Score -750687.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -750720.687500 Penalty: 4338.055664
	Iteration 32Q: 3 clusters Score -750720.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -750751.125000 Penalty: 4338.055664
	Iteration 33Q: 3 clusters Score -750751.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -750776.000000 Penalty: 4338.055664
	Iteration 34Q: 3 clusters Score -750776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -750799.500000 Penalty: 4338.055664
	Iteration 35Q: 3 clusters Score -750799.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -750820.312500 Penalty: 4338.055664
	Iteration 36Q: 3 clusters Score -750820.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -750837.312500 Penalty: 4338.055664
	Iteration 37Q: 3 clusters Score -750837.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -750854.187500 Penalty: 4338.055664
	Iteration 38Q: 3 clusters Score -750854.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -750870.875000 Penalty: 4338.055664
	Iteration 39Q: 3 clusters Score -750870.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -750886.875000 Penalty: 4338.055664
	Iteration 40F: 3 clusters Score -750886.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -750898.312500 Penalty: 4338.055664
	Iteration 41Q: 3 clusters Score -750898.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -750908.437500 Penalty: 4338.055664
	Iteration 42Q: 3 clusters Score -750908.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -750918.687500 Penalty: 4338.055664
	Iteration 43Q: 3 clusters Score -750918.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -750926.062500 Penalty: 4338.055664
	Iteration 44Q: 3 clusters Score -750926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -750928.562500 Penalty: 4338.055664
	Iteration 45Q: 3 clusters Score -750928.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -750935.250000 Penalty: 4338.055664
	Iteration 46Q: 3 clusters Score -750935.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -750939.750000 Penalty: 4338.055664
	Iteration 47Q: 3 clusters Score -750939.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -750942.687500 Penalty: 4338.055664
	Iteration 48Q: 3 clusters Score -750942.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -750948.625000 Penalty: 4338.055664
	Iteration 49Q: 3 clusters Score -750948.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -750954.375000 Penalty: 4338.055664
	Iteration 50Q: 3 clusters Score -750954.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -750958.000000 Penalty: 4338.055664
	Iteration 51Q: 3 clusters Score -750958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -750964.375000 Penalty: 4338.055664
	Iteration 52Q: 3 clusters Score -750964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -750965.875000 Penalty: 4338.055664
	Iteration 53Q: 3 clusters Score -750965.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -750967.062500 Penalty: 4338.055664
	Iteration 54Q: 3 clusters Score -750967.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -750969.312500 Penalty: 4338.055664
	Iteration 55Q: 3 clusters Score -750969.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -750970.437500 Penalty: 4338.055664
	Iteration 56Q: 3 clusters Score -750970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -750971.500000 Penalty: 4338.055664
	Iteration 57Q: 3 clusters Score -750971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -750971.625000 Penalty: 4338.055664
	Iteration 58Q: 3 clusters Score -750971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -750971.812500 Penalty: 4338.055664
	Iteration 59Q: 3 clusters Score -750971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -750972.375000 Penalty: 4338.055664
	Iteration 60F: 3 clusters Score -750972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -750973.125000 Penalty: 4338.055664
	Iteration 61Q: 3 clusters Score -750973.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -750972.812500 Penalty: 4338.055664
	Iteration 62Q: 3 clusters Score -750972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -750973.937500 Penalty: 4338.055664
	Iteration 63Q: 3 clusters Score -750973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -750975.312500 Penalty: 4338.055664
	Iteration 64Q: 3 clusters Score -750975.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -750975.937500 Penalty: 4338.055664
	Iteration 65Q: 3 clusters Score -750975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -750980.187500 Penalty: 4338.055664
	Iteration 66Q: 3 clusters Score -750980.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -750980.812500 Penalty: 4338.055664
	Iteration 67Q: 3 clusters Score -750980.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -750984.687500 Penalty: 4338.055664
	Iteration 68Q: 3 clusters Score -750984.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -750986.812500 Penalty: 4338.055664
	Iteration 69Q: 3 clusters Score -750986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -750987.937500 Penalty: 4338.055664
	Iteration 70Q: 3 clusters Score -750987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -750988.625000 Penalty: 4338.055664
	Iteration 71Q: 3 clusters Score -750988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -750988.875000 Penalty: 4338.055664
	Iteration 72Q: 3 clusters Score -750988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -750990.062500 Penalty: 4338.055664
	Iteration 73Q: 3 clusters Score -750990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -750991.250000 Penalty: 4338.055664
	Iteration 74Q: 3 clusters Score -750991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -750992.250000 Penalty: 4338.055664
	Iteration 75Q: 3 clusters Score -750992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -750990.625000 Penalty: 4338.055664
	Iteration 76Q: 3 clusters Score -750990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -750992.625000 Penalty: 4338.055664
	Iteration 77Q: 3 clusters Score -750992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -750993.187500 Penalty: 4338.055664
	Iteration 78Q: 3 clusters Score -750993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -750992.500000 Penalty: 4338.055664
	Iteration 79Q: 3 clusters Score -750992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -750992.500000 Penalty: 4338.055664
	Iteration 80F: 3 clusters Score -750992.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -35260.398438 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -35260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33904.777344 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -33904.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34104.777344 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -34104.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34194.816406 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -34194.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34243.027344 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -34243.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34259.890625 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -34259.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34277.156250 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -34277.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34298.269531 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -34298.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34333.941406 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -34333.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34351.675781 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -34351.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34353.917969 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -34353.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34363.972656 Penalty: 2970.524658
	Iteration 10Q: 3 clusters Score -34363.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34368.726562 Penalty: 2970.524658
	Iteration 11Q: 3 clusters Score -34368.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34372.015625 Penalty: 2970.524658
	Iteration 12Q: 3 clusters Score -34372.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34378.593750 Penalty: 2970.524658
	Iteration 13Q: 3 clusters Score -34378.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34386.660156 Penalty: 2970.524658
	Iteration 14Q: 3 clusters Score -34386.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34392.234375 Penalty: 2970.524658
	Iteration 15Q: 3 clusters Score -34392.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34394.433594 Penalty: 2970.524658
	Iteration 16Q: 3 clusters Score -34394.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34395.089844 Penalty: 2970.524658
	Iteration 17Q: 3 clusters Score -34395.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34395.089844 Penalty: 2970.524658
	Iteration 18F: 3 clusters Score -34395.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (10774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Entering Unmasked Estep 
Score: -1219397.625000 Penalty: 2302.653076
	Iteration 0F: 2 clusters Score -1219398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1211194.875000 Penalty: 4605.306152
	Iteration 0F: 3 clusters Score -1211195 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1213765.125000 Penalty: 4605.306152
	Iteration 1F: 3 clusters Score -1213765 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1214214.625000 Penalty: 4605.306152
	Iteration 2F: 3 clusters Score -1214215 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1214649.875000 Penalty: 4605.306152
	Iteration 3F: 3 clusters Score -1214650 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1215147.000000 Penalty: 4605.306152
	Iteration 4F: 3 clusters Score -1215147 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1215668.125000 Penalty: 4605.306152
	Iteration 5F: 3 clusters Score -1215668 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1216114.500000 Penalty: 4605.306152
	Iteration 6F: 3 clusters Score -1216114 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1216475.000000 Penalty: 4605.306152
	Iteration 7Q: 3 clusters Score -1216475 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1216791.500000 Penalty: 4605.306152
	Iteration 8Q: 3 clusters Score -1216792 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1217086.125000 Penalty: 4605.306152
	Iteration 9Q: 3 clusters Score -1217086 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1217332.750000 Penalty: 4605.306152
	Iteration 10Q: 3 clusters Score -1217333 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1217534.875000 Penalty: 4605.306152
	Iteration 11Q: 3 clusters Score -1217535 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1217672.000000 Penalty: 4605.306152
	Iteration 12Q: 3 clusters Score -1217672 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1217779.875000 Penalty: 4605.306152
	Iteration 13Q: 3 clusters Score -1217780 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1217849.875000 Penalty: 4605.306152
	Iteration 14Q: 3 clusters Score -1217850 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1217890.125000 Penalty: 4605.306152
	Iteration 15Q: 3 clusters Score -1217890 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1217917.750000 Penalty: 4605.306152
	Iteration 16Q: 3 clusters Score -1217918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1217937.375000 Penalty: 4605.306152
	Iteration 17Q: 3 clusters Score -1217937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1217953.000000 Penalty: 4605.306152
	Iteration 18Q: 3 clusters Score -1217953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1217968.000000 Penalty: 4605.306152
	Iteration 19Q: 3 clusters Score -1217968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1217981.375000 Penalty: 4605.306152
	Iteration 20F: 3 clusters Score -1217981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1217992.250000 Penalty: 4605.306152
	Iteration 21Q: 3 clusters Score -1217992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1218001.375000 Penalty: 4605.306152
	Iteration 22Q: 3 clusters Score -1218001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1218004.875000 Penalty: 4605.306152
	Iteration 23Q: 3 clusters Score -1218005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1218007.625000 Penalty: 4605.306152
	Iteration 24Q: 3 clusters Score -1218008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1218011.750000 Penalty: 4605.306152
	Iteration 25Q: 3 clusters Score -1218012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1218010.750000 Penalty: 4605.306152
	Iteration 26Q: 3 clusters Score -1218011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1218012.500000 Penalty: 4605.306152
	Iteration 27Q: 3 clusters Score -1218012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1218012.250000 Penalty: 4605.306152
	Iteration 28Q: 3 clusters Score -1218012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1218012.250000 Penalty: 4605.306152
	Iteration 29Q: 3 clusters Score -1218012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1218014.625000 Penalty: 4605.306152
	Iteration 30Q: 3 clusters Score -1218015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1218017.375000 Penalty: 4605.306152
	Iteration 31Q: 3 clusters Score -1218017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1218018.500000 Penalty: 4605.306152
	Iteration 32Q: 3 clusters Score -1218018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1218018.625000 Penalty: 4605.306152
	Iteration 33Q: 3 clusters Score -1218019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1218019.625000 Penalty: 4605.306152
	Iteration 34Q: 3 clusters Score -1218020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1218024.250000 Penalty: 4605.306152
	Iteration 35Q: 3 clusters Score -1218024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1218026.375000 Penalty: 4605.306152
	Iteration 36Q: 3 clusters Score -1218026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1218025.625000 Penalty: 4605.306152
	Iteration 37Q: 3 clusters Score -1218026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1218028.125000 Penalty: 4605.306152
	Iteration 38Q: 3 clusters Score -1218028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1218026.500000 Penalty: 4605.306152
	Iteration 39Q: 3 clusters Score -1218026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1218029.125000 Penalty: 4605.306152
	Iteration 40F: 3 clusters Score -1218029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1218027.500000 Penalty: 4605.306152
	Iteration 41Q: 3 clusters Score -1218028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1218027.875000 Penalty: 4605.306152
	Iteration 42Q: 3 clusters Score -1218028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1218027.875000 Penalty: 4605.306152
	Iteration 43F: 3 clusters Score -1218028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -35738.613281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -35738.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34524.183594 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -34524.18 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34673.843750 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -34673.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34762.062500 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -34762.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34845.355469 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -34845.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -34900.074219 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -34900.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34941.675781 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -34941.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34949.402344 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -34949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -34954.976562 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -34954.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -34956.242188 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -34956.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -34956.242188 Penalty: 2886.761230
	Iteration 9F: 3 clusters Score -34956.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Entering Unmasked Estep 
Score: -1664610.125000 Penalty: 2372.989014
	Iteration 0F: 2 clusters Score -1664610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1654115.500000 Penalty: 4745.978027
	Iteration 0F: 3 clusters Score -1654116 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1657622.875000 Penalty: 4745.978027
	Iteration 1F: 3 clusters Score -1657623 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1658113.375000 Penalty: 4745.978027
	Iteration 2F: 3 clusters Score -1658113 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1658592.625000 Penalty: 4745.978027
	Iteration 3F: 3 clusters Score -1658593 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1659059.125000 Penalty: 4745.978027
	Iteration 4F: 3 clusters Score -1659059 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1659527.375000 Penalty: 4745.978027
	Iteration 5F: 3 clusters Score -1659527 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1659989.250000 Penalty: 4745.978027
	Iteration 6F: 3 clusters Score -1659989 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1660491.375000 Penalty: 4745.978027
	Iteration 7Q: 3 clusters Score -1660491 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1660989.625000 Penalty: 4745.978027
	Iteration 8Q: 3 clusters Score -1660990 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1661439.250000 Penalty: 4745.978027
	Iteration 9Q: 3 clusters Score -1661439 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1661761.000000 Penalty: 4745.978027
	Iteration 10Q: 3 clusters Score -1661761 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1661954.625000 Penalty: 4745.978027
	Iteration 11Q: 3 clusters Score -1661955 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1662046.875000 Penalty: 4745.978027
	Iteration 12Q: 3 clusters Score -1662047 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1662103.750000 Penalty: 4745.978027
	Iteration 13Q: 3 clusters Score -1662104 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1662140.750000 Penalty: 4745.978027
	Iteration 14Q: 3 clusters Score -1662141 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1662176.000000 Penalty: 4745.978027
	Iteration 15Q: 3 clusters Score -1662176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1662199.375000 Penalty: 4745.978027
	Iteration 16Q: 3 clusters Score -1662199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1662214.500000 Penalty: 4745.978027
	Iteration 17Q: 3 clusters Score -1662214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1662223.750000 Penalty: 4745.978027
	Iteration 18Q: 3 clusters Score -1662224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1662231.500000 Penalty: 4745.978027
	Iteration 19Q: 3 clusters Score -1662232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1662253.625000 Penalty: 4745.978027
	Iteration 20F: 3 clusters Score -1662254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1662270.375000 Penalty: 4745.978027
	Iteration 21Q: 3 clusters Score -1662270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1662276.000000 Penalty: 4745.978027
	Iteration 22Q: 3 clusters Score -1662276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1662285.875000 Penalty: 4745.978027
	Iteration 23Q: 3 clusters Score -1662286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1662302.250000 Penalty: 4745.978027
	Iteration 24Q: 3 clusters Score -1662302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1662308.875000 Penalty: 4745.978027
	Iteration 25Q: 3 clusters Score -1662309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1662316.125000 Penalty: 4745.978027
	Iteration 26Q: 3 clusters Score -1662316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1662310.875000 Penalty: 4745.978027
	Iteration 27Q: 3 clusters Score -1662311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1662319.000000 Penalty: 4745.978027
	Iteration 28Q: 3 clusters Score -1662319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1662324.500000 Penalty: 4745.978027
	Iteration 29Q: 3 clusters Score -1662324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1662329.375000 Penalty: 4745.978027
	Iteration 30Q: 3 clusters Score -1662329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1662330.000000 Penalty: 4745.978027
	Iteration 31Q: 3 clusters Score -1662330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1662332.625000 Penalty: 4745.978027
	Iteration 32Q: 3 clusters Score -1662333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1662336.000000 Penalty: 4745.978027
	Iteration 33Q: 3 clusters Score -1662336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1662338.625000 Penalty: 4745.978027
	Iteration 34Q: 3 clusters Score -1662339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1662338.625000 Penalty: 4745.978027
	Iteration 35Q: 3 clusters Score -1662339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1662337.250000 Penalty: 4745.978027
	Iteration 36Q: 3 clusters Score -1662337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1662339.750000 Penalty: 4745.978027
	Iteration 37Q: 3 clusters Score -1662340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1662344.125000 Penalty: 4745.978027
	Iteration 38Q: 3 clusters Score -1662344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1662345.875000 Penalty: 4745.978027
	Iteration 39Q: 3 clusters Score -1662346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1662345.625000 Penalty: 4745.978027
	Iteration 40F: 3 clusters Score -1662346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1662349.750000 Penalty: 4745.978027
	Iteration 41Q: 3 clusters Score -1662350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1662353.250000 Penalty: 4745.978027
	Iteration 42Q: 3 clusters Score -1662353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1662352.875000 Penalty: 4745.978027
	Iteration 43Q: 3 clusters Score -1662353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1662353.875000 Penalty: 4745.978027
	Iteration 44Q: 3 clusters Score -1662354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1662353.875000 Penalty: 4745.978027
	Iteration 45Q: 3 clusters Score -1662354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1662355.875000 Penalty: 4745.978027
	Iteration 46Q: 3 clusters Score -1662356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1662355.375000 Penalty: 4745.978027
	Iteration 47Q: 3 clusters Score -1662355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1662353.500000 Penalty: 4745.978027
	Iteration 48Q: 3 clusters Score -1662354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1662356.125000 Penalty: 4745.978027
	Iteration 49Q: 3 clusters Score -1662356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1662358.000000 Penalty: 4745.978027
	Iteration 50Q: 3 clusters Score -1662358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1662360.375000 Penalty: 4745.978027
	Iteration 51Q: 3 clusters Score -1662360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1662365.875000 Penalty: 4745.978027
	Iteration 52Q: 3 clusters Score -1662366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1662369.125000 Penalty: 4745.978027
	Iteration 53Q: 3 clusters Score -1662369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1662372.875000 Penalty: 4745.978027
	Iteration 54Q: 3 clusters Score -1662373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1662376.625000 Penalty: 4745.978027
	Iteration 55Q: 3 clusters Score -1662377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1662376.750000 Penalty: 4745.978027
	Iteration 56Q: 3 clusters Score -1662377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1662379.500000 Penalty: 4745.978027
	Iteration 57Q: 3 clusters Score -1662380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1662382.375000 Penalty: 4745.978027
	Iteration 58Q: 3 clusters Score -1662382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1662382.750000 Penalty: 4745.978027
	Iteration 59Q: 3 clusters Score -1662383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1662384.750000 Penalty: 4745.978027
	Iteration 60F: 3 clusters Score -1662385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1662386.875000 Penalty: 4745.978027
	Iteration 61Q: 3 clusters Score -1662387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1662386.375000 Penalty: 4745.978027
	Iteration 62Q: 3 clusters Score -1662386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1662384.375000 Penalty: 4745.978027
	Iteration 63Q: 3 clusters Score -1662384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1662388.625000 Penalty: 4745.978027
	Iteration 64Q: 3 clusters Score -1662389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1662389.625000 Penalty: 4745.978027
	Iteration 65Q: 3 clusters Score -1662390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1662391.625000 Penalty: 4745.978027
	Iteration 66Q: 3 clusters Score -1662392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1662391.375000 Penalty: 4745.978027
	Iteration 67Q: 3 clusters Score -1662391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1662396.875000 Penalty: 4745.978027
	Iteration 68Q: 3 clusters Score -1662397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1662398.875000 Penalty: 4745.978027
	Iteration 69Q: 3 clusters Score -1662399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1662399.125000 Penalty: 4745.978027
	Iteration 70Q: 3 clusters Score -1662399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1662398.625000 Penalty: 4745.978027
	Iteration 71Q: 3 clusters Score -1662399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1662405.750000 Penalty: 4745.978027
	Iteration 72Q: 3 clusters Score -1662406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1662412.750000 Penalty: 4745.978027
	Iteration 73Q: 3 clusters Score -1662413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1662417.625000 Penalty: 4745.978027
	Iteration 74Q: 3 clusters Score -1662418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1662421.250000 Penalty: 4745.978027
	Iteration 75Q: 3 clusters Score -1662421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1662426.250000 Penalty: 4745.978027
	Iteration 76Q: 3 clusters Score -1662426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1662433.250000 Penalty: 4745.978027
	Iteration 77Q: 3 clusters Score -1662433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1662443.375000 Penalty: 4745.978027
	Iteration 78Q: 3 clusters Score -1662443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1662446.500000 Penalty: 4745.978027
	Iteration 79Q: 3 clusters Score -1662446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1662450.375000 Penalty: 4745.978027
	Iteration 80F: 3 clusters Score -1662450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1662456.875000 Penalty: 4745.978027
	Iteration 81Q: 3 clusters Score -1662457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1662454.875000 Penalty: 4745.978027
	Iteration 82Q: 3 clusters Score -1662455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1662455.875000 Penalty: 4745.978027
	Iteration 83Q: 3 clusters Score -1662456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1662456.000000 Penalty: 4745.978027
	Iteration 84Q: 3 clusters Score -1662456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1662457.750000 Penalty: 4745.978027
	Iteration 85Q: 3 clusters Score -1662458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1662456.375000 Penalty: 4745.978027
	Iteration 86Q: 3 clusters Score -1662456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1662456.750000 Penalty: 4745.978027
	Iteration 87Q: 3 clusters Score -1662457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1662455.875000 Penalty: 4745.978027
	Iteration 88Q: 3 clusters Score -1662456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1662455.875000 Penalty: 4745.978027
	Iteration 89F: 3 clusters Score -1662456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (184238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184238 members 
Entering Unmasked Estep 
Score: -21755282.000000 Penalty: 3006.747803
	Iteration 0F: 2 clusters Score -2.175528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -21633614.000000 Penalty: 6013.495605
	Iteration 0F: 3 clusters Score -2.163361e+07 nChanged 88312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -21685380.000000 Penalty: 6013.495605
	Iteration 1F: 3 clusters Score -2.168538e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 97065 members 
Entering Unmasked Estep 
Score: -21686606.000000 Penalty: 6013.495605
	Iteration 2Q: 3 clusters Score -2.168661e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -21687828.000000 Penalty: 6013.495605
	Iteration 3Q: 3 clusters Score -2.168783e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 103993 members 
Entering Unmasked Estep 
Score: -21689588.000000 Penalty: 6013.495605
	Iteration 4Q: 3 clusters Score -2.168959e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 110361 members 
Entering Unmasked Estep 
Score: -21692994.000000 Penalty: 6013.495605
	Iteration 5Q: 3 clusters Score -2.169299e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 119604 members 
Entering Unmasked Estep 
Score: -21698656.000000 Penalty: 6013.495605
	Iteration 6F: 3 clusters Score -2.169866e+07 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 132106 members 
Entering Unmasked Estep 
Score: -21707948.000000 Penalty: 6013.495605
	Iteration 7F: 3 clusters Score -2.170795e+07 nChanged 14978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 146914 members 
Entering Unmasked Estep 
Score: -21721230.000000 Penalty: 6013.495605
	Iteration 8F: 3 clusters Score -2.172123e+07 nChanged 14039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 160903 members 
Entering Unmasked Estep 
Score: -21734408.000000 Penalty: 6013.495605
	Iteration 9F: 3 clusters Score -2.173441e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 171106 members 
Entering Unmasked Estep 
Score: -21743876.000000 Penalty: 6013.495605
	Iteration 10F: 3 clusters Score -2.174388e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 176961 members 
Entering Unmasked Estep 
Score: -21748608.000000 Penalty: 6013.495605
	Iteration 11Q: 3 clusters Score -2.174861e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 179909 members 
Entering Unmasked Estep 
Score: -21750744.000000 Penalty: 6013.495605
	Iteration 12Q: 3 clusters Score -2.175074e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 181382 members 
Entering Unmasked Estep 
Score: -21751832.000000 Penalty: 6013.495605
	Iteration 13Q: 3 clusters Score -2.175183e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 182103 members 
Entering Unmasked Estep 
Score: -21752300.000000 Penalty: 6013.495605
	Iteration 14Q: 3 clusters Score -2.17523e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 182495 members 
Entering Unmasked Estep 
Score: -21752524.000000 Penalty: 6013.495605
	Iteration 15Q: 3 clusters Score -2.175252e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 182729 members 
Entering Unmasked Estep 
Score: -21752692.000000 Penalty: 6013.495605
	Iteration 16Q: 3 clusters Score -2.175269e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 182918 members 
Entering Unmasked Estep 
Score: -21752844.000000 Penalty: 6013.495605
	Iteration 17Q: 3 clusters Score -2.175284e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 183037 members 
Entering Unmasked Estep 
Score: -21752970.000000 Penalty: 6013.495605
	Iteration 18Q: 3 clusters Score -2.175297e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 183098 members 
Entering Unmasked Estep 
Score: -21753080.000000 Penalty: 6013.495605
	Iteration 19Q: 3 clusters Score -2.175308e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 183152 members 
Entering Unmasked Estep 
Score: -21753190.000000 Penalty: 6013.495605
	Iteration 20F: 3 clusters Score -2.175319e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 183200 members 
Entering Unmasked Estep 
Score: -21753326.000000 Penalty: 6013.495605
	Iteration 21Q: 3 clusters Score -2.175333e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 183221 members 
Entering Unmasked Estep 
Score: -21753418.000000 Penalty: 6013.495605
	Iteration 22Q: 3 clusters Score -2.175342e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 183228 members 
Entering Unmasked Estep 
Score: -21753518.000000 Penalty: 6013.495605
	Iteration 23Q: 3 clusters Score -2.175352e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 183223 members 
Entering Unmasked Estep 
Score: -21753566.000000 Penalty: 6013.495605
	Iteration 24Q: 3 clusters Score -2.175357e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 183216 members 
Entering Unmasked Estep 
Score: -21753580.000000 Penalty: 6013.495605
	Iteration 25Q: 3 clusters Score -2.175358e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 183205 members 
Entering Unmasked Estep 
Score: -21753616.000000 Penalty: 6013.495605
	Iteration 26Q: 3 clusters Score -2.175362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 183193 members 
Entering Unmasked Estep 
Score: -21753630.000000 Penalty: 6013.495605
	Iteration 27Q: 3 clusters Score -2.175363e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 183179 members 
Entering Unmasked Estep 
Score: -21753628.000000 Penalty: 6013.495605
	Iteration 28Q: 3 clusters Score -2.175363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 183170 members 
Entering Unmasked Estep 
Score: -21753658.000000 Penalty: 6013.495605
	Iteration 29Q: 3 clusters Score -2.175366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 183157 members 
Entering Unmasked Estep 
Score: -21753666.000000 Penalty: 6013.495605
	Iteration 30Q: 3 clusters Score -2.175367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 183142 members 
Entering Unmasked Estep 
Score: -21753664.000000 Penalty: 6013.495605
	Iteration 31Q: 3 clusters Score -2.175366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 183122 members 
Entering Unmasked Estep 
Score: -21753658.000000 Penalty: 6013.495605
	Iteration 32Q: 3 clusters Score -2.175366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 183110 members 
Entering Unmasked Estep 
Score: -21753668.000000 Penalty: 6013.495605
	Iteration 33Q: 3 clusters Score -2.175367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 183099 members 
Entering Unmasked Estep 
Score: -21753674.000000 Penalty: 6013.495605
	Iteration 34Q: 3 clusters Score -2.175367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 183090 members 
Entering Unmasked Estep 
Score: -21753676.000000 Penalty: 6013.495605
	Iteration 35Q: 3 clusters Score -2.175368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 183081 members 
Entering Unmasked Estep 
Score: -21753682.000000 Penalty: 6013.495605
	Iteration 36Q: 3 clusters Score -2.175368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 183078 members 
Entering Unmasked Estep 
Score: -21753682.000000 Penalty: 6013.495605
	Iteration 37Q: 3 clusters Score -2.175368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 183075 members 
Entering Unmasked Estep 
Score: -21753670.000000 Penalty: 6013.495605
	Iteration 38Q: 3 clusters Score -2.175367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 183067 members 
Entering Unmasked Estep 
Score: -21753672.000000 Penalty: 6013.495605
	Iteration 39Q: 3 clusters Score -2.175367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 183058 members 
Entering Unmasked Estep 
Score: -21753682.000000 Penalty: 6013.495605
	Iteration 40F: 3 clusters Score -2.175368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 183056 members 
Entering Unmasked Estep 
Score: -21753690.000000 Penalty: 6013.495605
	Iteration 41Q: 3 clusters Score -2.175369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 183056 members 
Entering Unmasked Estep 
Score: -21753696.000000 Penalty: 6013.495605
	Iteration 42Q: 3 clusters Score -2.17537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 183056 members 
Entering Unmasked Estep 
Score: -21753692.000000 Penalty: 6013.495605
	Iteration 43Q: 3 clusters Score -2.175369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 183056 members 
Entering Unmasked Estep 
Score: -21753712.000000 Penalty: 6013.495605
	Iteration 44Q: 3 clusters Score -2.175371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 183058 members 
Entering Unmasked Estep 
Score: -21753702.000000 Penalty: 6013.495605
	Iteration 45Q: 3 clusters Score -2.17537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 183056 members 
Entering Unmasked Estep 
Score: -21753716.000000 Penalty: 6013.495605
	Iteration 46Q: 3 clusters Score -2.175372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 183055 members 
Entering Unmasked Estep 
Score: -21753710.000000 Penalty: 6013.495605
	Iteration 47Q: 3 clusters Score -2.175371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 183055 members 
Entering Unmasked Estep 
Score: -21753720.000000 Penalty: 6013.495605
	Iteration 48Q: 3 clusters Score -2.175372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 183054 members 
Entering Unmasked Estep 
Score: -21753716.000000 Penalty: 6013.495605
	Iteration 49Q: 3 clusters Score -2.175372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 183051 members 
Entering Unmasked Estep 
Score: -21753700.000000 Penalty: 6013.495605
	Iteration 50Q: 3 clusters Score -2.17537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 183051 members 
Entering Unmasked Estep 
Score: -21753712.000000 Penalty: 6013.495605
	Iteration 51Q: 3 clusters Score -2.175371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 183051 members 
Entering Unmasked Estep 
Score: -21753712.000000 Penalty: 6013.495605
	Iteration 52F: 3 clusters Score -2.175371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (25492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Entering Unmasked Estep 
Score: -2985006.500000 Penalty: 2516.237793
	Iteration 0F: 2 clusters Score -2985006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2967365.750000 Penalty: 5032.475586
	Iteration 0F: 3 clusters Score -2967366 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2973865.000000 Penalty: 5032.475586
	Iteration 1F: 3 clusters Score -2973865 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2974502.250000 Penalty: 5032.475586
	Iteration 2F: 3 clusters Score -2974502 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2975236.750000 Penalty: 5032.475586
	Iteration 3F: 3 clusters Score -2975237 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2976088.250000 Penalty: 5032.475586
	Iteration 4F: 3 clusters Score -2976088 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2977070.750000 Penalty: 5032.475586
	Iteration 5F: 3 clusters Score -2977071 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2978173.750000 Penalty: 5032.475586
	Iteration 6F: 3 clusters Score -2978174 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2979236.250000 Penalty: 5032.475586
	Iteration 7F: 3 clusters Score -2979236 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2980201.500000 Penalty: 5032.475586
	Iteration 8F: 3 clusters Score -2980202 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2980984.250000 Penalty: 5032.475586
	Iteration 9Q: 3 clusters Score -2980984 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2981587.750000 Penalty: 5032.475586
	Iteration 10Q: 3 clusters Score -2981588 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2982084.500000 Penalty: 5032.475586
	Iteration 11Q: 3 clusters Score -2982084 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -2982394.250000 Penalty: 5032.475586
	Iteration 12Q: 3 clusters Score -2982394 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -2982569.250000 Penalty: 5032.475586
	Iteration 13Q: 3 clusters Score -2982569 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -2982689.250000 Penalty: 5032.475586
	Iteration 14Q: 3 clusters Score -2982689 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -2982759.750000 Penalty: 5032.475586
	Iteration 15Q: 3 clusters Score -2982760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2982821.500000 Penalty: 5032.475586
	Iteration 16Q: 3 clusters Score -2982822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2982856.750000 Penalty: 5032.475586
	Iteration 17Q: 3 clusters Score -2982857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2982894.250000 Penalty: 5032.475586
	Iteration 18Q: 3 clusters Score -2982894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -2982909.250000 Penalty: 5032.475586
	Iteration 19Q: 3 clusters Score -2982909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -2982920.500000 Penalty: 5032.475586
	Iteration 20F: 3 clusters Score -2982920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -2982923.750000 Penalty: 5032.475586
	Iteration 21Q: 3 clusters Score -2982924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -2982935.500000 Penalty: 5032.475586
	Iteration 22Q: 3 clusters Score -2982936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2982943.750000 Penalty: 5032.475586
	Iteration 23Q: 3 clusters Score -2982944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2982953.500000 Penalty: 5032.475586
	Iteration 24Q: 3 clusters Score -2982954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2982959.000000 Penalty: 5032.475586
	Iteration 25Q: 3 clusters Score -2982959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2982964.000000 Penalty: 5032.475586
	Iteration 26Q: 3 clusters Score -2982964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -2982965.000000 Penalty: 5032.475586
	Iteration 27Q: 3 clusters Score -2982965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2982966.750000 Penalty: 5032.475586
	Iteration 28Q: 3 clusters Score -2982967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2982966.500000 Penalty: 5032.475586
	Iteration 29Q: 3 clusters Score -2982966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2982966.750000 Penalty: 5032.475586
	Iteration 30Q: 3 clusters Score -2982967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -2982969.750000 Penalty: 5032.475586
	Iteration 31Q: 3 clusters Score -2982970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -2982971.000000 Penalty: 5032.475586
	Iteration 32Q: 3 clusters Score -2982971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -2982971.000000 Penalty: 5032.475586
	Iteration 33F: 3 clusters Score -2982971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -614778.250000 Penalty: 2120.939209
	Iteration 0F: 2 clusters Score -614778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -610108.875000 Penalty: 4241.878418
	Iteration 0F: 3 clusters Score -610108.9 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -611372.187500 Penalty: 4241.878418
	Iteration 1F: 3 clusters Score -611372.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -611685.562500 Penalty: 4241.878418
	Iteration 2F: 3 clusters Score -611685.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -611951.687500 Penalty: 4241.878418
	Iteration 3F: 3 clusters Score -611951.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -612149.812500 Penalty: 4241.878418
	Iteration 4F: 3 clusters Score -612149.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -612301.750000 Penalty: 4241.878418
	Iteration 5Q: 3 clusters Score -612301.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -612445.312500 Penalty: 4241.878418
	Iteration 6Q: 3 clusters Score -612445.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -612562.937500 Penalty: 4241.878418
	Iteration 7Q: 3 clusters Score -612562.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -612646.625000 Penalty: 4241.878418
	Iteration 8Q: 3 clusters Score -612646.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -612723.625000 Penalty: 4241.878418
	Iteration 9Q: 3 clusters Score -612723.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -612788.062500 Penalty: 4241.878418
	Iteration 10Q: 3 clusters Score -612788.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -612850.625000 Penalty: 4241.878418
	Iteration 11Q: 3 clusters Score -612850.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -612903.812500 Penalty: 4241.878418
	Iteration 12Q: 3 clusters Score -612903.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -612940.875000 Penalty: 4241.878418
	Iteration 13Q: 3 clusters Score -612940.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -612973.625000 Penalty: 4241.878418
	Iteration 14Q: 3 clusters Score -612973.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -612998.250000 Penalty: 4241.878418
	Iteration 15Q: 3 clusters Score -612998.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -613016.375000 Penalty: 4241.878418
	Iteration 16Q: 3 clusters Score -613016.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -613033.875000 Penalty: 4241.878418
	Iteration 17Q: 3 clusters Score -613033.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -613044.187500 Penalty: 4241.878418
	Iteration 18Q: 3 clusters Score -613044.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -613055.812500 Penalty: 4241.878418
	Iteration 19Q: 3 clusters Score -613055.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -613063.312500 Penalty: 4241.878418
	Iteration 20F: 3 clusters Score -613063.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -613069.937500 Penalty: 4241.878418
	Iteration 21Q: 3 clusters Score -613069.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -613077.062500 Penalty: 4241.878418
	Iteration 22Q: 3 clusters Score -613077.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -613081.437500 Penalty: 4241.878418
	Iteration 23Q: 3 clusters Score -613081.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -613087.625000 Penalty: 4241.878418
	Iteration 24Q: 3 clusters Score -613087.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -613093.875000 Penalty: 4241.878418
	Iteration 25Q: 3 clusters Score -613093.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -613101.687500 Penalty: 4241.878418
	Iteration 26Q: 3 clusters Score -613101.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -613113.750000 Penalty: 4241.878418
	Iteration 27Q: 3 clusters Score -613113.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -613128.125000 Penalty: 4241.878418
	Iteration 28Q: 3 clusters Score -613128.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -613147.562500 Penalty: 4241.878418
	Iteration 29Q: 3 clusters Score -613147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -613164.625000 Penalty: 4241.878418
	Iteration 30Q: 3 clusters Score -613164.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -613180.187500 Penalty: 4241.878418
	Iteration 31Q: 3 clusters Score -613180.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -613192.000000 Penalty: 4241.878418
	Iteration 32Q: 3 clusters Score -613192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -613203.500000 Penalty: 4241.878418
	Iteration 33Q: 3 clusters Score -613203.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -613211.812500 Penalty: 4241.878418
	Iteration 34Q: 3 clusters Score -613211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -613215.187500 Penalty: 4241.878418
	Iteration 35Q: 3 clusters Score -613215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -613216.562500 Penalty: 4241.878418
	Iteration 36Q: 3 clusters Score -613216.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -613221.312500 Penalty: 4241.878418
	Iteration 37Q: 3 clusters Score -613221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -613221.000000 Penalty: 4241.878418
	Iteration 38Q: 3 clusters Score -613221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -613221.562500 Penalty: 4241.878418
	Iteration 39Q: 3 clusters Score -613221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -613221.562500 Penalty: 4241.878418
	Iteration 40F: 3 clusters Score -613221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -100829.453125 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -100829.5 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 325 members 
Entering Unmasked Estep 
Score: -99284.890625 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -99284.89 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99647.039062 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -99647.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -99783.218750 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -99783.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -99846.953125 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -99846.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -99871.703125 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -99871.7 nChanged 10
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: -99892.382812 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -99892.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99915.765625 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -99915.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -99943.390625 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -99943.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99969.085938 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -99969.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -99984.015625 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -99984.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -99991.804688 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -99991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -100004.117188 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -100004.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -100024.515625 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -100024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100044.218750 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -100044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -100057.609375 Penalty: 3211.814697
	Iteration 14Q: 3 clusters Score -100057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -100065.320312 Penalty: 3211.814697
	Iteration 15Q: 3 clusters Score -100065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -100068.898438 Penalty: 3211.814697
	Iteration 16Q: 3 clusters Score -100068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -100072.382812 Penalty: 3211.814697
	Iteration 17Q: 3 clusters Score -100072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -100078.375000 Penalty: 3211.814697
	Iteration 18Q: 3 clusters Score -100078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -100081.875000 Penalty: 3211.814697
	Iteration 19Q: 3 clusters Score -100081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -100082.539062 Penalty: 3211.814697
	Iteration 20F: 3 clusters Score -100082.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -25340.835938 Penalty: 1302.563843
	Iteration 0F: 2 clusters Score -25340.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24220.150391 Penalty: 2605.127686
	Iteration 0F: 3 clusters Score -24220.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24288.210938 Penalty: 2605.127686
	Iteration 1F: 3 clusters Score -24288.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24299.476562 Penalty: 2605.127686
	Iteration 2Q: 3 clusters Score -24299.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24304.070312 Penalty: 2605.127686
	Iteration 3Q: 3 clusters Score -24304.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24304.070312 Penalty: 2605.127686
	Iteration 4F: 3 clusters Score -24304.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -91005.757812 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -91005.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89411.093750 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -89411.09 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -89731.546875 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -89731.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90046.132812 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -90046.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90322.531250 Penalty: 3204.112793
	Iteration 3F: 3 clusters Score -90322.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90590.007812 Penalty: 3204.112793
	Iteration 4F: 3 clusters Score -90590.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90868.453125 Penalty: 3204.112793
	Iteration 5F: 3 clusters Score -90868.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91205.703125 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -91205.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91285.507812 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -91285.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91323.695312 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -91323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91345.765625 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -91345.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91345.765625 Penalty: 3204.112793
	Iteration 10F: 3 clusters Score -91345.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6617 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9222 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 364 members 
Entering Unmasked Estep 
Score: -133768208.000000 Penalty: 253084.625000
Splitting cluster 60 changes total score from -133769808.000000 to -133768208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -87717.304688 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -87717.3 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 345 members 
Entering Unmasked Estep 
Score: -86096.031250 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -86096.03 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86402.601562 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -86402.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86693.742188 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -86693.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87152.273438 Penalty: 3200.216309
	Iteration 3F: 3 clusters Score -87152.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -87474.226562 Penalty: 3200.216309
	Iteration 4F: 3 clusters Score -87474.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -87669.890625 Penalty: 3200.216309
	Iteration 5F: 3 clusters Score -87669.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -87785.437500 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -87785.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -87845.968750 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -87845.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -87871.109375 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -87871.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -87909.703125 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -87909.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -87933.062500 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -87933.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -87933.062500 Penalty: 3200.216309
	Iteration 11F: 3 clusters Score -87933.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6617 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 440 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9222 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 194 members 
Entering Unmasked Estep 
Score: -133768032.000000 Penalty: 253084.625000
Splitting cluster 61 changes total score from -133769808.000000 to -133768032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -120444.640625 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -120444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118602.234375 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -118602.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -119027.070312 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -119027.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -119345.812500 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -119345.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -119708.718750 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -119708.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -120267.726562 Penalty: 3369.002930
	Iteration 4F: 3 clusters Score -120267.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -120503.812500 Penalty: 3369.002930
	Iteration 5F: 3 clusters Score -120503.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -120635.398438 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -120635.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -120802.796875 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -120802.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -121009.328125 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -121009.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -121220.007812 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -121220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -121250.742188 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -121250.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -121276.093750 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -121276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -121284.000000 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -121284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -121302.281250 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -121302.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -121316.671875 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -121316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -121338.695312 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -121338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -121369.968750 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -121370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -121412.500000 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -121412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -121443.742188 Penalty: 3369.002930
	Iteration 18Q: 3 clusters Score -121443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -121479.726562 Penalty: 3369.002930
	Iteration 19Q: 3 clusters Score -121479.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -121633.007812 Penalty: 3369.002930
	Iteration 20F: 3 clusters Score -121633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -121719.867188 Penalty: 3369.002930
	Iteration 21Q: 3 clusters Score -121719.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -121743.265625 Penalty: 3369.002930
	Iteration 22Q: 3 clusters Score -121743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -121763.507812 Penalty: 3369.002930
	Iteration 23Q: 3 clusters Score -121763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -121773.367188 Penalty: 3369.002930
	Iteration 24Q: 3 clusters Score -121773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -121773.367188 Penalty: 3369.002930
	Iteration 25F: 3 clusters Score -121773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6617 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 570 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9222 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 321 members 
Entering Unmasked Estep 
Score: -133769304.000000 Penalty: 253084.625000
Splitting cluster 62 changes total score from -133769808.000000 to -133769304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -182651.125000 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -182651.1 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 667 members 
Entering Unmasked Estep 
Score: -180593.812500 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -180593.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -181395.593750 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -181395.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -181840.937500 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -181840.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -182115.609375 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -182115.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -182295.437500 Penalty: 3566.201416
	Iteration 4F: 3 clusters Score -182295.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -182399.328125 Penalty: 3566.201416
	Iteration 5Q: 3 clusters Score -182399.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -182571.828125 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -182571.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -182750.312500 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -182750.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182850.203125 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -182850.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -182907.015625 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -182907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -182987.234375 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -182987.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -183061.531250 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -183061.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -183125.734375 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -183125.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -183156.875000 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -183156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -183178.734375 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -183178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -183201.250000 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -183201.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -183224.875000 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -183224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -183247.609375 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -183247.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -183324.765625 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -183324.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -183360.609375 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -183360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -183373.609375 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -183373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -183381.687500 Penalty: 3566.201416
	Iteration 21Q: 3 clusters Score -183381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -183389.781250 Penalty: 3566.201416
	Iteration 22Q: 3 clusters Score -183389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -183394.796875 Penalty: 3566.201416
	Iteration 23Q: 3 clusters Score -183394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -183405.812500 Penalty: 3566.201416
	Iteration 24Q: 3 clusters Score -183405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -183415.609375 Penalty: 3566.201416
	Iteration 25Q: 3 clusters Score -183415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -183415.609375 Penalty: 3566.201416
	Iteration 26F: 3 clusters Score -183415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6617 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 455 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9222 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 871 members 
Entering Unmasked Estep 
Score: -133768992.000000 Penalty: 253084.625000
Splitting cluster 63 changes total score from -133769808.000000 to -133768992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -45654.949219 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -45654.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44219.105469 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -44219.11 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44409.984375 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -44409.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44548.191406 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -44548.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44678.738281 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -44678.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44839.281250 Penalty: 3036.756348
	Iteration 4F: 3 clusters Score -44839.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45004.785156 Penalty: 3036.756348
	Iteration 5F: 3 clusters Score -45004.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45267.660156 Penalty: 3036.756348
	Iteration 6F: 3 clusters Score -45267.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45508.015625 Penalty: 3036.756348
	Iteration 7F: 3 clusters Score -45508.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45601.968750 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -45601.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45651.738281 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -45651.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45688.742188 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -45688.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45703.464844 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -45703.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45726.906250 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -45726.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45726.906250 Penalty: 3036.756348
	Iteration 13F: 3 clusters Score -45726.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 19054 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 188684 members 
Mstep: Class 21 contains 11834 members 
Mstep: Class 22 contains 43899 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 9148 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 778 members 
Mstep: Class 28 contains 10110 members 
Mstep: Class 29 contains 169669 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 39367 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 9737 members 
Mstep: Class 35 contains 11795 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 5729 members 
Mstep: Class 40 contains 5019 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 6617 members 
Mstep: Class 43 contains 5616 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 7491 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 6286 members 
Mstep: Class 51 contains 399 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 184238 members 
Mstep: Class 56 contains 25492 members 
Mstep: Class 57 contains 5178 members 
Mstep: Class 58 contains 649 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 634 members 
Mstep: Class 62 contains 891 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 189 members 
Mstep: Class 65 contains 4073 members 
Mstep: Class 66 contains 442 members 
Mstep: Class 67 contains 1584 members 
Mstep: Class 68 contains 9222 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 1615 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 1902 members 
Mstep: Class 73 contains 267 members 
Entering Unmasked Estep 
Score: -133767896.000000 Penalty: 253084.625000
Splitting cluster 64 changes total score from -133769808.000000 to -133767896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (4073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Entering Unmasked Estep 
Score: -463563.156250 Penalty: 2061.409424
	Iteration 0F: 2 clusters Score -463563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -459669.718750 Penalty: 4122.818848
	Iteration 0F: 3 clusters Score -459669.7 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -460631.562500 Penalty: 4122.818848
	Iteration 1F: 3 clusters Score -460631.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -460872.218750 Penalty: 4122.818848
	Iteration 2F: 3 clusters Score -460872.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -461086.281250 Penalty: 4122.818848
	Iteration 3F: 3 clusters Score -461086.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -461292.218750 Penalty: 4122.818848
	Iteration 4F: 3 clusters Score -461292.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -461543.343750 Penalty: 4122.818848
	Iteration 5F: 3 clusters Score -461543.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -461762.593750 Penalty: 4122.818848
	Iteration 6F: 3 clusters Score -461762.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -461930.656250 Penalty: 4122.818848
	Iteration 7Q: 3 clusters Score -461930.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -462040.750000 Penalty: 4122.818848
	Iteration 8Q: 3 clusters Score -462040.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -462124.281250 Penalty: 4122.818848
	Iteration 9Q: 3 clusters Score -462124.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -462197.031250 Penalty: 4122.818848
	Iteration 10Q: 3 clusters Score -462197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -462236.218750 Penalty: 4122.818848
	Iteration 11Q: 3 clusters Score -462236.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -462264.781250 Penalty: 4122.818848
	Iteration 12Q: 3 clusters Score -462264.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -462279.156250 Penalty: 4122.818848
	Iteration 13Q: 3 clusters Score -462279.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -462291.187500 Penalty: 4122.818848
	Iteration 14Q: 3 clusters Score -462291.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -462297.375000 Penalty: 4122.818848
	Iteration 15Q: 3 clusters Score -462297.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -462303.437500 Penalty: 4122.818848
	Iteration 16Q: 3 clusters Score -462303.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -462309.500000 Penalty: 4122.818848
	Iteration 17Q: 3 clusters Score -462309.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -462311.875000 Penalty: 4122.818848
	Iteration 18Q: 3 clusters Score -462311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -462312.562500 Penalty: 4122.818848
	Iteration 19Q: 3 clusters Score -462312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -462312.187500 Penalty: 4122.818848
	Iteration 20F: 3 clusters Score -462312.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -58222.792969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -58222.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56776.832031 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -56776.83 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56993.304688 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -56993.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57109.332031 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -57109.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57188.640625 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -57188.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57214.867188 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -57214.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57241.363281 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -57241.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57271.210938 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -57271.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57310.414062 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -57310.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57336.093750 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -57336.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57374.421875 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -57374.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57386.632812 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -57386.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57406.667969 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -57406.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57431.050781 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -57431.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57482.953125 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -57482.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57510.546875 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -57510.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57520.925781 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -57520.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57521.777344 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -57521.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57521.777344 Penalty: 3021.289795
	Iteration 17F: 3 clusters Score -57521.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -226041.687500 Penalty: 1827.191772
	Iteration 0F: 2 clusters Score -226041.7 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 776 members 
Entering Unmasked Estep 
Score: -223711.546875 Penalty: 3654.383545
	Iteration 0F: 3 clusters Score -223711.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -224282.468750 Penalty: 3654.383545
	Iteration 1F: 3 clusters Score -224282.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -224492.359375 Penalty: 3654.383545
	Iteration 2F: 3 clusters Score -224492.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -224636.203125 Penalty: 3654.383545
	Iteration 3F: 3 clusters Score -224636.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -224767.671875 Penalty: 3654.383545
	Iteration 4Q: 3 clusters Score -224767.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -224856.781250 Penalty: 3654.383545
	Iteration 5Q: 3 clusters Score -224856.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -224926.093750 Penalty: 3654.383545
	Iteration 6Q: 3 clusters Score -224926.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -224970.828125 Penalty: 3654.383545
	Iteration 7Q: 3 clusters Score -224970.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -225010.343750 Penalty: 3654.383545
	Iteration 8Q: 3 clusters Score -225010.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -225045.109375 Penalty: 3654.383545
	Iteration 9Q: 3 clusters Score -225045.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -225077.406250 Penalty: 3654.383545
	Iteration 10Q: 3 clusters Score -225077.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -225098.640625 Penalty: 3654.383545
	Iteration 11Q: 3 clusters Score -225098.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -225112.468750 Penalty: 3654.383545
	Iteration 12Q: 3 clusters Score -225112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -225119.062500 Penalty: 3654.383545
	Iteration 13Q: 3 clusters Score -225119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -225123.609375 Penalty: 3654.383545
	Iteration 14Q: 3 clusters Score -225123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -225128.515625 Penalty: 3654.383545
	Iteration 15Q: 3 clusters Score -225128.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -225131.234375 Penalty: 3654.383545
	Iteration 16Q: 3 clusters Score -225131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -225133.218750 Penalty: 3654.383545
	Iteration 17Q: 3 clusters Score -225133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -225133.218750 Penalty: 3654.383545
	Iteration 18F: 3 clusters Score -225133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (9222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Entering Unmasked Estep 
Score: -958864.187500 Penalty: 2264.078125
	Iteration 0F: 2 clusters Score -958864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -951733.687500 Penalty: 4528.156250
	Iteration 0F: 3 clusters Score -951733.7 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -953902.375000 Penalty: 4528.156250
	Iteration 1F: 3 clusters Score -953902.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -954273.812500 Penalty: 4528.156250
	Iteration 2F: 3 clusters Score -954273.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -954579.187500 Penalty: 4528.156250
	Iteration 3F: 3 clusters Score -954579.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -954850.562500 Penalty: 4528.156250
	Iteration 4Q: 3 clusters Score -954850.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -955157.437500 Penalty: 4528.156250
	Iteration 5Q: 3 clusters Score -955157.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -955493.625000 Penalty: 4528.156250
	Iteration 6F: 3 clusters Score -955493.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -955787.562500 Penalty: 4528.156250
	Iteration 7Q: 3 clusters Score -955787.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -956054.500000 Penalty: 4528.156250
	Iteration 8Q: 3 clusters Score -956054.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -956327.062500 Penalty: 4528.156250
	Iteration 9Q: 3 clusters Score -956327.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -956539.125000 Penalty: 4528.156250
	Iteration 10Q: 3 clusters Score -956539.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -956715.750000 Penalty: 4528.156250
	Iteration 11Q: 3 clusters Score -956715.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -956833.937500 Penalty: 4528.156250
	Iteration 12Q: 3 clusters Score -956833.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -956915.875000 Penalty: 4528.156250
	Iteration 13Q: 3 clusters Score -956915.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -956969.250000 Penalty: 4528.156250
	Iteration 14Q: 3 clusters Score -956969.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -957009.625000 Penalty: 4528.156250
	Iteration 15Q: 3 clusters Score -957009.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -957046.437500 Penalty: 4528.156250
	Iteration 16Q: 3 clusters Score -957046.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -957077.375000 Penalty: 4528.156250
	Iteration 17Q: 3 clusters Score -957077.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -957103.812500 Penalty: 4528.156250
	Iteration 18Q: 3 clusters Score -957103.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -957121.000000 Penalty: 4528.156250
	Iteration 19Q: 3 clusters Score -957121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -957131.250000 Penalty: 4528.156250
	Iteration 20F: 3 clusters Score -957131.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -957138.312500 Penalty: 4528.156250
	Iteration 21Q: 3 clusters Score -957138.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -957147.187500 Penalty: 4528.156250
	Iteration 22Q: 3 clusters Score -957147.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -957154.687500 Penalty: 4528.156250
	Iteration 23Q: 3 clusters Score -957154.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -957160.812500 Penalty: 4528.156250
	Iteration 24Q: 3 clusters Score -957160.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -957164.125000 Penalty: 4528.156250
	Iteration 25Q: 3 clusters Score -957164.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -957168.437500 Penalty: 4528.156250
	Iteration 26Q: 3 clusters Score -957168.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -957170.187500 Penalty: 4528.156250
	Iteration 27Q: 3 clusters Score -957170.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -957170.500000 Penalty: 4528.156250
	Iteration 28Q: 3 clusters Score -957170.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -957174.187500 Penalty: 4528.156250
	Iteration 29Q: 3 clusters Score -957174.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -957176.187500 Penalty: 4528.156250
	Iteration 30Q: 3 clusters Score -957176.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -957178.437500 Penalty: 4528.156250
	Iteration 31Q: 3 clusters Score -957178.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -957180.187500 Penalty: 4528.156250
	Iteration 32Q: 3 clusters Score -957180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -957181.250000 Penalty: 4528.156250
	Iteration 33Q: 3 clusters Score -957181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -957179.437500 Penalty: 4528.156250
	Iteration 34Q: 3 clusters Score -957179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -957179.812500 Penalty: 4528.156250
	Iteration 35Q: 3 clusters Score -957179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -957180.437500 Penalty: 4528.156250
	Iteration 36Q: 3 clusters Score -957180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -957179.812500 Penalty: 4528.156250
	Iteration 37Q: 3 clusters Score -957179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -957180.875000 Penalty: 4528.156250
	Iteration 38Q: 3 clusters Score -957180.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -957180.875000 Penalty: 4528.156250
	Iteration 39F: 3 clusters Score -957180.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -108860.640625 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -108860.6 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 383 members 
Entering Unmasked Estep 
Score: -107104.914062 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -107104.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -107556.187500 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -107556.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -107730.265625 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -107730.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -107821.203125 Penalty: 3314.325684
	Iteration 3Q: 3 clusters Score -107821.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107870.031250 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -107870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107912.085938 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -107912.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107946.046875 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -107946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108004.742188 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -108004.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -108041.539062 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -108041.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -108053.718750 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -108053.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -108068.906250 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -108068.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -108099.406250 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -108099.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -108117.250000 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -108117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108140.070312 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -108140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108148.343750 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -108148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -108149.023438 Penalty: 3314.325684
	Iteration 15Q: 3 clusters Score -108149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -108149.023438 Penalty: 3314.325684
	Iteration 16F: 3 clusters Score -108149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -237811.953125 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -237812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -235436.625000 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -235436.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -235978.750000 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -235978.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -236217.296875 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -236217.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -236408.968750 Penalty: 3663.996826
	Iteration 3F: 3 clusters Score -236409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -236531.375000 Penalty: 3663.996826
	Iteration 4Q: 3 clusters Score -236531.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -236618.546875 Penalty: 3663.996826
	Iteration 5Q: 3 clusters Score -236618.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -236663.281250 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -236663.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -236703.953125 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -236704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -236729.843750 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -236729.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -236738.828125 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -236738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -236742.984375 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -236743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -236745.875000 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -236745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -236745.875000 Penalty: 3663.996826
	Iteration 12F: 3 clusters Score -236745.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -31866.052734 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -31866.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30700.310547 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -30700.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30783.363281 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -30783.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30812.509766 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -30812.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30825.574219 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -30825.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30835.230469 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -30835.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30837.228516 Penalty: 2686.385742
	Iteration 5Q: 3 clusters Score -30837.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30837.228516 Penalty: 2686.385742
	Iteration 6F: 3 clusters Score -30837.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -270834.000000 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -270834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -268300.406250 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -268300.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -269122.031250 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -269122 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -269646.531250 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -269646.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -269943.062500 Penalty: 3745.127930
	Iteration 3F: 3 clusters Score -269943.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -270097.812500 Penalty: 3745.127930
	Iteration 4F: 3 clusters Score -270097.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -270224.375000 Penalty: 3745.127930
	Iteration 5Q: 3 clusters Score -270224.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -270362.000000 Penalty: 3745.127930
	Iteration 6Q: 3 clusters Score -270362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -270463.906250 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -270463.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -270529.375000 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -270529.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -270582.718750 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -270582.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -270616.031250 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -270616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -270633.093750 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -270633.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -270644.437500 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -270644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -270650.062500 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -270650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -270652.968750 Penalty: 3745.127930
	Iteration 14Q: 3 clusters Score -270653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -270655.843750 Penalty: 3745.127930
	Iteration 15Q: 3 clusters Score -270655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -270657.125000 Penalty: 3745.127930
	Iteration 16Q: 3 clusters Score -270657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -270659.187500 Penalty: 3745.127930
	Iteration 17Q: 3 clusters Score -270659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -270661.156250 Penalty: 3745.127930
	Iteration 18Q: 3 clusters Score -270661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -270661.156250 Penalty: 3745.127930
	Iteration 19F: 3 clusters Score -270661.2 nChanged 0
22->73 Clusters: Score -133769808.000000, best is -133766792.000000
THE BEST YET!

Starting from 23 clusters...
--- Clustering full data set of 1178186 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 53642 members 
Mstep: Class 3 contains 53347 members 
Mstep: Class 4 contains 53632 members 
Mstep: Class 5 contains 53588 members 
Mstep: Class 6 contains 53544 members 
Mstep: Class 7 contains 53310 members 
Mstep: Class 8 contains 53958 members 
Mstep: Class 9 contains 53615 members 
Mstep: Class 10 contains 53601 members 
Mstep: Class 11 contains 53962 members 
Mstep: Class 12 contains 53764 members 
Mstep: Class 13 contains 53438 members 
Mstep: Class 14 contains 53434 members 
Mstep: Class 15 contains 53853 members 
Mstep: Class 16 contains 53045 members 
Mstep: Class 17 contains 53550 members 
Mstep: Class 18 contains 53840 members 
Mstep: Class 19 contains 53134 members 
Mstep: Class 20 contains 53258 members 
Mstep: Class 21 contains 53416 members 
Mstep: Class 22 contains 53905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 963.610962 but Gain 3466.914062
Score: -123504928.000000 Penalty: 72805.164062
Iteration 0F: 22 clusters Score -1.235049e+08 nChanged 1121995
Entering Unmasked Mstep 
Mstep: Class 0 contains 4726 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 14926 members 
Mstep: Class 4 contains 42751 members 
Mstep: Class 5 contains 21993 members 
Mstep: Class 6 contains 40086 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 212682 members 
Mstep: Class 9 contains 42473 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 65929 members 
Mstep: Class 12 contains 36903 members 
Mstep: Class 13 contains 225368 members 
Mstep: Class 14 contains 68246 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 34388 members 
Mstep: Class 17 contains 61602 members 
Mstep: Class 18 contains 34856 members 
Mstep: Class 19 contains 95492 members 
Mstep: Class 20 contains 13044 members 
Mstep: Class 21 contains 30236 members 
Mstep: Class 22 contains 62964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -129442552.000000 Penalty: 72805.164062
Iteration 1F: 22 clusters Score -1.294426e+08 nChanged 535316
Entering Unmasked Mstep 
Mstep: Class 0 contains 1011 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2713 members 
Mstep: Class 4 contains 39289 members 
Mstep: Class 5 contains 11418 members 
Mstep: Class 6 contains 39871 members 
Mstep: Class 7 contains 7852 members 
Mstep: Class 8 contains 217903 members 
Mstep: Class 9 contains 17386 members 
Mstep: Class 10 contains 30940 members 
Mstep: Class 11 contains 66780 members 
Mstep: Class 12 contains 22889 members 
Mstep: Class 13 contains 375547 members 
Mstep: Class 14 contains 79204 members 
Mstep: Class 15 contains 13483 members 
Mstep: Class 16 contains 29516 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 39346 members 
Mstep: Class 19 contains 95659 members 
Mstep: Class 20 contains 5637 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131058232.000000 Penalty: 72805.164062
Iteration 2F: 22 clusters Score -1.310582e+08 nChanged 336527
Entering Unmasked Mstep 
Mstep: Class 0 contains 601 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 4 contains 38047 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 43036 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 8 contains 174910 members 
Mstep: Class 9 contains 11529 members 
Mstep: Class 10 contains 20217 members 
Mstep: Class 11 contains 54711 members 
Mstep: Class 12 contains 17674 members 
Mstep: Class 13 contains 444452 members 
Mstep: Class 14 contains 92485 members 
Mstep: Class 15 contains 13519 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 18966 members 
Mstep: Class 18 contains 46591 members 
Mstep: Class 19 contains 92369 members 
Mstep: Class 20 contains 8488 members 
Mstep: Class 21 contains 20950 members 
Mstep: Class 22 contains 25287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131885512.000000 Penalty: 72805.164062
Iteration 3F: 22 clusters Score -1.318855e+08 nChanged 225490
Entering Unmasked Mstep 
Mstep: Class 0 contains 661 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8794 members 
Mstep: Class 4 contains 34699 members 
Mstep: Class 5 contains 4624 members 
Mstep: Class 6 contains 41192 members 
Mstep: Class 7 contains 3374 members 
Mstep: Class 8 contains 156354 members 
Mstep: Class 9 contains 9581 members 
Mstep: Class 10 contains 13022 members 
Mstep: Class 11 contains 53645 members 
Mstep: Class 12 contains 17192 members 
Mstep: Class 13 contains 468133 members 
Mstep: Class 14 contains 93018 members 
Mstep: Class 15 contains 16042 members 
Mstep: Class 16 contains 43372 members 
Mstep: Class 17 contains 15235 members 
Mstep: Class 18 contains 45673 members 
Mstep: Class 19 contains 92690 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 19181 members 
Mstep: Class 22 contains 24227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132331304.000000 Penalty: 72805.164062
Iteration 4F: 22 clusters Score -1.323313e+08 nChanged 149165
Entering Unmasked Mstep 
Mstep: Class 0 contains 473 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 14050 members 
Mstep: Class 4 contains 32545 members 
Mstep: Class 5 contains 3505 members 
Mstep: Class 6 contains 38715 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 151072 members 
Mstep: Class 9 contains 8614 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 53994 members 
Mstep: Class 12 contains 17638 members 
Mstep: Class 13 contains 463919 members 
Mstep: Class 14 contains 88449 members 
Mstep: Class 15 contains 16977 members 
Mstep: Class 16 contains 54152 members 
Mstep: Class 17 contains 14388 members 
Mstep: Class 18 contains 42702 members 
Mstep: Class 19 contains 101051 members 
Mstep: Class 20 contains 15168 members 
Mstep: Class 21 contains 17337 members 
Mstep: Class 22 contains 27183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132532624.000000 Penalty: 72805.164062
Iteration 5F: 22 clusters Score -1.325326e+08 nChanged 102821
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 16522 members 
Mstep: Class 4 contains 32513 members 
Mstep: Class 5 contains 2996 members 
Mstep: Class 6 contains 35354 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 146656 members 
Mstep: Class 9 contains 8635 members 
Mstep: Class 10 contains 8334 members 
Mstep: Class 11 contains 52626 members 
Mstep: Class 12 contains 18178 members 
Mstep: Class 13 contains 451961 members 
Mstep: Class 14 contains 81050 members 
Mstep: Class 15 contains 17192 members 
Mstep: Class 16 contains 61989 members 
Mstep: Class 17 contains 16586 members 
Mstep: Class 18 contains 40350 members 
Mstep: Class 19 contains 118200 members 
Mstep: Class 20 contains 15929 members 
Mstep: Class 21 contains 15846 members 
Mstep: Class 22 contains 31391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132651536.000000 Penalty: 72805.164062
Iteration 6F: 22 clusters Score -1.326515e+08 nChanged 79441
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 17547 members 
Mstep: Class 4 contains 33522 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 31670 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 139040 members 
Mstep: Class 9 contains 9090 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 50892 members 
Mstep: Class 12 contains 19225 members 
Mstep: Class 13 contains 436705 members 
Mstep: Class 14 contains 74443 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 66671 members 
Mstep: Class 17 contains 19906 members 
Mstep: Class 18 contains 38605 members 
Mstep: Class 19 contains 141045 members 
Mstep: Class 20 contains 16078 members 
Mstep: Class 21 contains 14897 members 
Mstep: Class 22 contains 35567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132752000.000000 Penalty: 72805.164062
Iteration 7F: 22 clusters Score -1.32752e+08 nChanged 67398
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 17860 members 
Mstep: Class 4 contains 34355 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 28405 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 129038 members 
Mstep: Class 9 contains 9787 members 
Mstep: Class 10 contains 9260 members 
Mstep: Class 11 contains 49476 members 
Mstep: Class 12 contains 20712 members 
Mstep: Class 13 contains 419187 members 
Mstep: Class 14 contains 70267 members 
Mstep: Class 15 contains 16926 members 
Mstep: Class 16 contains 69653 members 
Mstep: Class 17 contains 22975 members 
Mstep: Class 18 contains 37169 members 
Mstep: Class 19 contains 167038 members 
Mstep: Class 20 contains 15910 members 
Mstep: Class 21 contains 14213 members 
Mstep: Class 22 contains 38815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132830048.000000 Penalty: 72805.164062
Iteration 8F: 22 clusters Score -1.3283e+08 nChanged 60067
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17812 members 
Mstep: Class 4 contains 35004 members 
Mstep: Class 5 contains 2687 members 
Mstep: Class 6 contains 25800 members 
Mstep: Class 7 contains 2422 members 
Mstep: Class 8 contains 118415 members 
Mstep: Class 9 contains 10840 members 
Mstep: Class 10 contains 10193 members 
Mstep: Class 11 contains 48250 members 
Mstep: Class 12 contains 22338 members 
Mstep: Class 13 contains 399611 members 
Mstep: Class 14 contains 68830 members 
Mstep: Class 15 contains 16765 members 
Mstep: Class 16 contains 72076 members 
Mstep: Class 17 contains 25661 members 
Mstep: Class 18 contains 35727 members 
Mstep: Class 19 contains 193578 members 
Mstep: Class 20 contains 15480 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 41181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132883176.000000 Penalty: 72805.164062
Iteration 9F: 22 clusters Score -1.328832e+08 nChanged 55633
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17731 members 
Mstep: Class 4 contains 35426 members 
Mstep: Class 5 contains 2658 members 
Mstep: Class 6 contains 24006 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 108381 members 
Mstep: Class 9 contains 12279 members 
Mstep: Class 10 contains 11256 members 
Mstep: Class 11 contains 47440 members 
Mstep: Class 12 contains 23618 members 
Mstep: Class 13 contains 378577 members 
Mstep: Class 14 contains 68687 members 
Mstep: Class 15 contains 16635 members 
Mstep: Class 16 contains 74025 members 
Mstep: Class 17 contains 27888 members 
Mstep: Class 18 contains 34354 members 
Mstep: Class 19 contains 219818 members 
Mstep: Class 20 contains 14898 members 
Mstep: Class 21 contains 13309 members 
Mstep: Class 22 contains 42958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132905432.000000 Penalty: 72805.164062
Iteration 10Q: 22 clusters Score -1.329054e+08 nChanged 53546
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17716 members 
Mstep: Class 4 contains 36071 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 22854 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 99582 members 
Mstep: Class 9 contains 13874 members 
Mstep: Class 10 contains 12813 members 
Mstep: Class 11 contains 46899 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 355377 members 
Mstep: Class 14 contains 69007 members 
Mstep: Class 15 contains 16541 members 
Mstep: Class 16 contains 75769 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 33203 members 
Mstep: Class 19 contains 244952 members 
Mstep: Class 20 contains 14305 members 
Mstep: Class 21 contains 12987 members 
Mstep: Class 22 contains 44744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132942096.000000 Penalty: 72805.164062
Iteration 11Q: 22 clusters Score -1.329421e+08 nChanged 47771
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17790 members 
Mstep: Class 4 contains 36853 members 
Mstep: Class 5 contains 2808 members 
Mstep: Class 6 contains 22184 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 91660 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 46492 members 
Mstep: Class 12 contains 25758 members 
Mstep: Class 13 contains 333667 members 
Mstep: Class 14 contains 69536 members 
Mstep: Class 15 contains 16457 members 
Mstep: Class 16 contains 77432 members 
Mstep: Class 17 contains 31289 members 
Mstep: Class 18 contains 32351 members 
Mstep: Class 19 contains 266637 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 12767 members 
Mstep: Class 22 contains 46230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132972416.000000 Penalty: 72805.164062
Iteration 12Q: 22 clusters Score -1.329724e+08 nChanged 45014
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17934 members 
Mstep: Class 4 contains 37673 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 21791 members 
Mstep: Class 7 contains 2746 members 
Mstep: Class 8 contains 84612 members 
Mstep: Class 9 contains 16765 members 
Mstep: Class 10 contains 17307 members 
Mstep: Class 11 contains 46100 members 
Mstep: Class 12 contains 26773 members 
Mstep: Class 13 contains 312604 members 
Mstep: Class 14 contains 70152 members 
Mstep: Class 15 contains 16402 members 
Mstep: Class 16 contains 78993 members 
Mstep: Class 17 contains 32518 members 
Mstep: Class 18 contains 31771 members 
Mstep: Class 19 contains 285952 members 
Mstep: Class 20 contains 13304 members 
Mstep: Class 21 contains 12538 members 
Mstep: Class 22 contains 47566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132998544.000000 Penalty: 72805.164062
Iteration 13Q: 22 clusters Score -1.329985e+08 nChanged 41388
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18133 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 21650 members 
Mstep: Class 7 contains 2790 members 
Mstep: Class 8 contains 78449 members 
Mstep: Class 9 contains 17917 members 
Mstep: Class 10 contains 20262 members 
Mstep: Class 11 contains 45698 members 
Mstep: Class 12 contains 27748 members 
Mstep: Class 13 contains 292643 members 
Mstep: Class 14 contains 70753 members 
Mstep: Class 15 contains 16352 members 
Mstep: Class 16 contains 80447 members 
Mstep: Class 17 contains 33439 members 
Mstep: Class 18 contains 31335 members 
Mstep: Class 19 contains 302611 members 
Mstep: Class 20 contains 13012 members 
Mstep: Class 21 contains 12429 members 
Mstep: Class 22 contains 49255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133021064.000000 Penalty: 72805.164062
Iteration 14Q: 22 clusters Score -1.330211e+08 nChanged 38240
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 4 contains 38877 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 21703 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 72900 members 
Mstep: Class 9 contains 18910 members 
Mstep: Class 10 contains 23624 members 
Mstep: Class 11 contains 45346 members 
Mstep: Class 12 contains 28736 members 
Mstep: Class 13 contains 274794 members 
Mstep: Class 14 contains 71492 members 
Mstep: Class 15 contains 16310 members 
Mstep: Class 16 contains 81834 members 
Mstep: Class 17 contains 34242 members 
Mstep: Class 18 contains 31012 members 
Mstep: Class 19 contains 315687 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 12474 members 
Mstep: Class 22 contains 50999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133040488.000000 Penalty: 72805.164062
Iteration 15Q: 22 clusters Score -1.330405e+08 nChanged 35789
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18598 members 
Mstep: Class 4 contains 39464 members 
Mstep: Class 5 contains 3809 members 
Mstep: Class 6 contains 21918 members 
Mstep: Class 7 contains 2854 members 
Mstep: Class 8 contains 68132 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 27288 members 
Mstep: Class 11 contains 44993 members 
Mstep: Class 12 contains 29705 members 
Mstep: Class 13 contains 258624 members 
Mstep: Class 14 contains 72341 members 
Mstep: Class 15 contains 16282 members 
Mstep: Class 16 contains 83068 members 
Mstep: Class 17 contains 34929 members 
Mstep: Class 18 contains 30808 members 
Mstep: Class 19 contains 326037 members 
Mstep: Class 20 contains 12662 members 
Mstep: Class 21 contains 12597 members 
Mstep: Class 22 contains 52530 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 16Q: 22 clusters Score -1.330572e+08 nChanged 34033
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18879 members 
Mstep: Class 4 contains 39927 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 22263 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 8 contains 64027 members 
Mstep: Class 9 contains 20791 members 
Mstep: Class 10 contains 31111 members 
Mstep: Class 11 contains 44630 members 
Mstep: Class 12 contains 30610 members 
Mstep: Class 13 contains 243853 members 
Mstep: Class 14 contains 73257 members 
Mstep: Class 15 contains 16250 members 
Mstep: Class 16 contains 84268 members 
Mstep: Class 17 contains 35528 members 
Mstep: Class 18 contains 30728 members 
Mstep: Class 19 contains 334328 members 
Mstep: Class 20 contains 12562 members 
Mstep: Class 21 contains 12747 members 
Mstep: Class 22 contains 53816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133072032.000000 Penalty: 72805.164062
Iteration 17Q: 22 clusters Score -1.33072e+08 nChanged 31493
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19126 members 
Mstep: Class 4 contains 40427 members 
Mstep: Class 5 contains 4309 members 
Mstep: Class 6 contains 22642 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 60456 members 
Mstep: Class 9 contains 21675 members 
Mstep: Class 10 contains 35085 members 
Mstep: Class 11 contains 44299 members 
Mstep: Class 12 contains 31489 members 
Mstep: Class 13 contains 230688 members 
Mstep: Class 14 contains 74225 members 
Mstep: Class 15 contains 16234 members 
Mstep: Class 16 contains 85331 members 
Mstep: Class 17 contains 36053 members 
Mstep: Class 18 contains 30683 members 
Mstep: Class 19 contains 340848 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 12894 members 
Mstep: Class 22 contains 54614 members 
Entering Unmasked Estep 
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Iteration 18Q: 22 clusters Score -1.330877e+08 nChanged 30237
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 19389 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 23099 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 8 contains 57427 members 
Mstep: Class 9 contains 22606 members 
Mstep: Class 10 contains 39096 members 
Mstep: Class 11 contains 43926 members 
Mstep: Class 12 contains 32260 members 
Mstep: Class 13 contains 219460 members 
Mstep: Class 14 contains 75239 members 
Mstep: Class 15 contains 16217 members 
Mstep: Class 16 contains 86382 members 
Mstep: Class 17 contains 36449 members 
Mstep: Class 18 contains 30666 members 
Mstep: Class 19 contains 345410 members 
Mstep: Class 20 contains 12548 members 
Mstep: Class 21 contains 13028 members 
Mstep: Class 22 contains 54721 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 19Q: 22 clusters Score -1.331028e+08 nChanged 29304
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19666 members 
Mstep: Class 4 contains 41579 members 
Mstep: Class 5 contains 5134 members 
Mstep: Class 6 contains 23708 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 54863 members 
Mstep: Class 9 contains 23606 members 
Mstep: Class 10 contains 43176 members 
Mstep: Class 11 contains 43547 members 
Mstep: Class 12 contains 33075 members 
Mstep: Class 13 contains 209732 members 
Mstep: Class 14 contains 76217 members 
Mstep: Class 15 contains 16187 members 
Mstep: Class 16 contains 87374 members 
Mstep: Class 17 contains 36736 members 
Mstep: Class 18 contains 30679 members 
Mstep: Class 19 contains 348570 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 13121 members 
Mstep: Class 22 contains 54031 members 
Entering Unmasked Estep 
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Iteration 20F: 22 clusters Score -1.331253e+08 nChanged 31001
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 19961 members 
Mstep: Class 4 contains 42146 members 
Mstep: Class 5 contains 6040 members 
Mstep: Class 6 contains 24347 members 
Mstep: Class 7 contains 2966 members 
Mstep: Class 8 contains 52128 members 
Mstep: Class 9 contains 24742 members 
Mstep: Class 10 contains 48833 members 
Mstep: Class 11 contains 42952 members 
Mstep: Class 12 contains 33784 members 
Mstep: Class 13 contains 201560 members 
Mstep: Class 14 contains 77184 members 
Mstep: Class 15 contains 16169 members 
Mstep: Class 16 contains 88273 members 
Mstep: Class 17 contains 36801 members 
Mstep: Class 18 contains 30503 members 
Mstep: Class 19 contains 349950 members 
Mstep: Class 20 contains 12597 members 
Mstep: Class 21 contains 13108 members 
Mstep: Class 22 contains 52465 members 
Entering Unmasked Estep 
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Iteration 21Q: 22 clusters Score -1.331486e+08 nChanged 30304
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20236 members 
Mstep: Class 4 contains 42674 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 25440 members 
Mstep: Class 7 contains 2976 members 
Mstep: Class 8 contains 49796 members 
Mstep: Class 9 contains 25849 members 
Mstep: Class 10 contains 53780 members 
Mstep: Class 11 contains 42176 members 
Mstep: Class 12 contains 34421 members 
Mstep: Class 13 contains 195972 members 
Mstep: Class 14 contains 78000 members 
Mstep: Class 15 contains 16161 members 
Mstep: Class 16 contains 88957 members 
Mstep: Class 17 contains 36729 members 
Mstep: Class 18 contains 30230 members 
Mstep: Class 19 contains 349927 members 
Mstep: Class 20 contains 12636 members 
Mstep: Class 21 contains 13060 members 
Mstep: Class 22 contains 50334 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 22 clusters Score -1.331685e+08 nChanged 29166
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 4 contains 43064 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 27258 members 
Mstep: Class 7 contains 2979 members 
Mstep: Class 8 contains 47837 members 
Mstep: Class 9 contains 26884 members 
Mstep: Class 10 contains 58235 members 
Mstep: Class 11 contains 41283 members 
Mstep: Class 12 contains 34975 members 
Mstep: Class 13 contains 191925 members 
Mstep: Class 14 contains 78583 members 
Mstep: Class 15 contains 16157 members 
Mstep: Class 16 contains 89496 members 
Mstep: Class 17 contains 36415 members 
Mstep: Class 18 contains 29857 members 
Mstep: Class 19 contains 348858 members 
Mstep: Class 20 contains 12682 members 
Mstep: Class 21 contains 12980 members 
Mstep: Class 22 contains 48193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 23Q: 22 clusters Score -1.331896e+08 nChanged 28171
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 20723 members 
Mstep: Class 4 contains 43264 members 
Mstep: Class 5 contains 9608 members 
Mstep: Class 6 contains 29625 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 46200 members 
Mstep: Class 9 contains 27807 members 
Mstep: Class 10 contains 62525 members 
Mstep: Class 11 contains 40271 members 
Mstep: Class 12 contains 35535 members 
Mstep: Class 13 contains 188210 members 
Mstep: Class 14 contains 78967 members 
Mstep: Class 15 contains 16152 members 
Mstep: Class 16 contains 89869 members 
Mstep: Class 17 contains 35990 members 
Mstep: Class 18 contains 29496 members 
Mstep: Class 19 contains 347286 members 
Mstep: Class 20 contains 12707 members 
Mstep: Class 21 contains 12857 members 
Mstep: Class 22 contains 46440 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 24Q: 22 clusters Score -1.332111e+08 nChanged 26551
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20958 members 
Mstep: Class 4 contains 43297 members 
Mstep: Class 5 contains 10441 members 
Mstep: Class 6 contains 32385 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 44932 members 
Mstep: Class 9 contains 28594 members 
Mstep: Class 10 contains 66580 members 
Mstep: Class 11 contains 39495 members 
Mstep: Class 12 contains 36038 members 
Mstep: Class 13 contains 184707 members 
Mstep: Class 14 contains 79152 members 
Mstep: Class 15 contains 16151 members 
Mstep: Class 16 contains 90061 members 
Mstep: Class 17 contains 35442 members 
Mstep: Class 18 contains 29236 members 
Mstep: Class 19 contains 345440 members 
Mstep: Class 20 contains 12731 members 
Mstep: Class 21 contains 12705 members 
Mstep: Class 22 contains 45184 members 
Entering Unmasked Estep 
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Iteration 25Q: 22 clusters Score -1.33227e+08 nChanged 24362
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 21198 members 
Mstep: Class 4 contains 43227 members 
Mstep: Class 5 contains 10981 members 
Mstep: Class 6 contains 35210 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 43976 members 
Mstep: Class 9 contains 29258 members 
Mstep: Class 10 contains 70319 members 
Mstep: Class 11 contains 38915 members 
Mstep: Class 12 contains 36486 members 
Mstep: Class 13 contains 181787 members 
Mstep: Class 14 contains 79177 members 
Mstep: Class 15 contains 16146 members 
Mstep: Class 16 contains 90302 members 
Mstep: Class 17 contains 34856 members 
Mstep: Class 18 contains 29077 members 
Mstep: Class 19 contains 342847 members 
Mstep: Class 20 contains 12739 members 
Mstep: Class 21 contains 12562 members 
Mstep: Class 22 contains 44461 members 
Entering Unmasked Estep 
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Iteration 26Q: 22 clusters Score -1.332425e+08 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 21400 members 
Mstep: Class 4 contains 43110 members 
Mstep: Class 5 contains 11456 members 
Mstep: Class 6 contains 37883 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 43224 members 
Mstep: Class 9 contains 29832 members 
Mstep: Class 10 contains 73963 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 36850 members 
Mstep: Class 13 contains 179963 members 
Mstep: Class 14 contains 79087 members 
Mstep: Class 15 contains 16144 members 
Mstep: Class 16 contains 90497 members 
Mstep: Class 17 contains 34219 members 
Mstep: Class 18 contains 29026 members 
Mstep: Class 19 contains 339301 members 
Mstep: Class 20 contains 12758 members 
Mstep: Class 21 contains 12403 members 
Mstep: Class 22 contains 44023 members 
Entering Unmasked Estep 
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Iteration 27Q: 22 clusters Score -1.332546e+08 nChanged 18479
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 21621 members 
Mstep: Class 4 contains 42943 members 
Mstep: Class 5 contains 11963 members 
Mstep: Class 6 contains 40118 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 42503 members 
Mstep: Class 9 contains 30347 members 
Mstep: Class 10 contains 77498 members 
Mstep: Class 11 contains 37853 members 
Mstep: Class 12 contains 37097 members 
Mstep: Class 13 contains 179169 members 
Mstep: Class 14 contains 78940 members 
Mstep: Class 15 contains 16147 members 
Mstep: Class 16 contains 90525 members 
Mstep: Class 17 contains 33567 members 
Mstep: Class 18 contains 28983 members 
Mstep: Class 19 contains 335178 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 12261 members 
Mstep: Class 22 contains 44053 members 
Entering Unmasked Estep 
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Iteration 28Q: 22 clusters Score -1.332647e+08 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21752 members 
Mstep: Class 4 contains 42710 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 42028 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 41691 members 
Mstep: Class 9 contains 30872 members 
Mstep: Class 10 contains 81004 members 
Mstep: Class 11 contains 37599 members 
Mstep: Class 12 contains 37205 members 
Mstep: Class 13 contains 179089 members 
Mstep: Class 14 contains 78814 members 
Mstep: Class 15 contains 16150 members 
Mstep: Class 16 contains 90388 members 
Mstep: Class 17 contains 32947 members 
Mstep: Class 18 contains 28968 members 
Mstep: Class 19 contains 330770 members 
Mstep: Class 20 contains 12754 members 
Mstep: Class 21 contains 12132 members 
Mstep: Class 22 contains 44209 members 
Entering Unmasked Estep 
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Iteration 29Q: 22 clusters Score -1.3327e+08 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21866 members 
Mstep: Class 4 contains 42390 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 43582 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 40881 members 
Mstep: Class 9 contains 31375 members 
Mstep: Class 10 contains 84736 members 
Mstep: Class 11 contains 37539 members 
Mstep: Class 12 contains 37153 members 
Mstep: Class 13 contains 179243 members 
Mstep: Class 14 contains 78703 members 
Mstep: Class 15 contains 16134 members 
Mstep: Class 16 contains 90208 members 
Mstep: Class 17 contains 32362 members 
Mstep: Class 18 contains 28976 members 
Mstep: Class 19 contains 326330 members 
Mstep: Class 20 contains 12711 members 
Mstep: Class 21 contains 11981 members 
Mstep: Class 22 contains 44548 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -1.332743e+08 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 21949 members 
Mstep: Class 4 contains 42011 members 
Mstep: Class 5 contains 13087 members 
Mstep: Class 6 contains 44863 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 8 contains 40152 members 
Mstep: Class 9 contains 31835 members 
Mstep: Class 10 contains 88732 members 
Mstep: Class 11 contains 37539 members 
Mstep: Class 12 contains 36942 members 
Mstep: Class 13 contains 179449 members 
Mstep: Class 14 contains 78600 members 
Mstep: Class 15 contains 16125 members 
Mstep: Class 16 contains 89932 members 
Mstep: Class 17 contains 31870 members 
Mstep: Class 18 contains 28970 members 
Mstep: Class 19 contains 321932 members 
Mstep: Class 20 contains 12678 members 
Mstep: Class 21 contains 11851 members 
Mstep: Class 22 contains 44984 members 
Entering Unmasked Estep 
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Iteration 31Q: 22 clusters Score -1.33279e+08 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21993 members 
Mstep: Class 4 contains 41587 members 
Mstep: Class 5 contains 13334 members 
Mstep: Class 6 contains 45980 members 
Mstep: Class 7 contains 3014 members 
Mstep: Class 8 contains 39484 members 
Mstep: Class 9 contains 32281 members 
Mstep: Class 10 contains 92959 members 
Mstep: Class 11 contains 37593 members 
Mstep: Class 12 contains 36676 members 
Mstep: Class 13 contains 179706 members 
Mstep: Class 14 contains 78518 members 
Mstep: Class 15 contains 16117 members 
Mstep: Class 16 contains 89528 members 
Mstep: Class 17 contains 31430 members 
Mstep: Class 18 contains 28964 members 
Mstep: Class 19 contains 317471 members 
Mstep: Class 20 contains 12654 members 
Mstep: Class 21 contains 11729 members 
Mstep: Class 22 contains 45487 members 
Entering Unmasked Estep 
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Iteration 32Q: 22 clusters Score -1.332845e+08 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 22023 members 
Mstep: Class 4 contains 41058 members 
Mstep: Class 5 contains 13555 members 
Mstep: Class 6 contains 46930 members 
Mstep: Class 7 contains 3015 members 
Mstep: Class 8 contains 38884 members 
Mstep: Class 9 contains 32706 members 
Mstep: Class 10 contains 97320 members 
Mstep: Class 11 contains 37653 members 
Mstep: Class 12 contains 36328 members 
Mstep: Class 13 contains 179923 members 
Mstep: Class 14 contains 78441 members 
Mstep: Class 15 contains 16116 members 
Mstep: Class 16 contains 89111 members 
Mstep: Class 17 contains 31091 members 
Mstep: Class 18 contains 28967 members 
Mstep: Class 19 contains 313207 members 
Mstep: Class 20 contains 12608 members 
Mstep: Class 21 contains 11639 members 
Mstep: Class 22 contains 45931 members 
Entering Unmasked Estep 
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Iteration 33Q: 22 clusters Score -1.33289e+08 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 22066 members 
Mstep: Class 4 contains 40478 members 
Mstep: Class 5 contains 13764 members 
Mstep: Class 6 contains 47744 members 
Mstep: Class 7 contains 3023 members 
Mstep: Class 8 contains 38328 members 
Mstep: Class 9 contains 33167 members 
Mstep: Class 10 contains 101821 members 
Mstep: Class 11 contains 37684 members 
Mstep: Class 12 contains 35928 members 
Mstep: Class 13 contains 180058 members 
Mstep: Class 14 contains 78391 members 
Mstep: Class 15 contains 16109 members 
Mstep: Class 16 contains 88647 members 
Mstep: Class 17 contains 30849 members 
Mstep: Class 18 contains 28973 members 
Mstep: Class 19 contains 308986 members 
Mstep: Class 20 contains 12542 members 
Mstep: Class 21 contains 11567 members 
Mstep: Class 22 contains 46381 members 
Entering Unmasked Estep 
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Iteration 34Q: 22 clusters Score -1.332944e+08 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 22090 members 
Mstep: Class 4 contains 39908 members 
Mstep: Class 5 contains 13944 members 
Mstep: Class 6 contains 48433 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 37820 members 
Mstep: Class 9 contains 33617 members 
Mstep: Class 10 contains 106329 members 
Mstep: Class 11 contains 37704 members 
Mstep: Class 12 contains 35507 members 
Mstep: Class 13 contains 180153 members 
Mstep: Class 14 contains 78335 members 
Mstep: Class 15 contains 16102 members 
Mstep: Class 16 contains 88220 members 
Mstep: Class 17 contains 30670 members 
Mstep: Class 18 contains 28958 members 
Mstep: Class 19 contains 304894 members 
Mstep: Class 20 contains 12472 members 
Mstep: Class 21 contains 11494 members 
Mstep: Class 22 contains 46825 members 
Entering Unmasked Estep 
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Iteration 35Q: 22 clusters Score -1.332987e+08 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 22142 members 
Mstep: Class 4 contains 39354 members 
Mstep: Class 5 contains 14098 members 
Mstep: Class 6 contains 49039 members 
Mstep: Class 7 contains 3044 members 
Mstep: Class 8 contains 37330 members 
Mstep: Class 9 contains 34104 members 
Mstep: Class 10 contains 110939 members 
Mstep: Class 11 contains 37742 members 
Mstep: Class 12 contains 35071 members 
Mstep: Class 13 contains 180257 members 
Mstep: Class 14 contains 78285 members 
Mstep: Class 15 contains 16088 members 
Mstep: Class 16 contains 87725 members 
Mstep: Class 17 contains 30568 members 
Mstep: Class 18 contains 28946 members 
Mstep: Class 19 contains 300757 members 
Mstep: Class 20 contains 12396 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 47189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133302384.000000 Penalty: 72805.164062
Iteration 36Q: 22 clusters Score -1.333024e+08 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 4 contains 38857 members 
Mstep: Class 5 contains 14234 members 
Mstep: Class 6 contains 49594 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 8 contains 36934 members 
Mstep: Class 9 contains 34562 members 
Mstep: Class 10 contains 115502 members 
Mstep: Class 11 contains 37793 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 180331 members 
Mstep: Class 14 contains 78241 members 
Mstep: Class 15 contains 16090 members 
Mstep: Class 16 contains 87248 members 
Mstep: Class 17 contains 30414 members 
Mstep: Class 18 contains 28927 members 
Mstep: Class 19 contains 296615 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 11347 members 
Mstep: Class 22 contains 47579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133305544.000000 Penalty: 72805.164062
Iteration 37Q: 22 clusters Score -1.333055e+08 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22251 members 
Mstep: Class 4 contains 38332 members 
Mstep: Class 5 contains 14314 members 
Mstep: Class 6 contains 49990 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 36575 members 
Mstep: Class 9 contains 35015 members 
Mstep: Class 10 contains 119957 members 
Mstep: Class 11 contains 37867 members 
Mstep: Class 12 contains 34396 members 
Mstep: Class 13 contains 180384 members 
Mstep: Class 14 contains 78215 members 
Mstep: Class 15 contains 16093 members 
Mstep: Class 16 contains 86821 members 
Mstep: Class 17 contains 30269 members 
Mstep: Class 18 contains 28909 members 
Mstep: Class 19 contains 292548 members 
Mstep: Class 20 contains 12263 members 
Mstep: Class 21 contains 11293 members 
Mstep: Class 22 contains 47973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133308528.000000 Penalty: 72805.164062
Iteration 38Q: 22 clusters Score -1.333085e+08 nChanged 8029
Entering ConstructFrom: 
Score: -133308528.000000 Penalty: 72805.164062
Entering ConstructFrom: 
Trying to split cluster 1 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -126908.125000 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -126908.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -125047.765625 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -125047.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -126269.718750 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -126269.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -127474.664062 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -127474.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -129960.773438 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -129960.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132392.500000 Penalty: 3663.689453
	Iteration 4F: 3 clusters Score -132392.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133090.515625 Penalty: 3663.689453
	Iteration 5F: 3 clusters Score -133090.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133316.390625 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -133316.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133353.671875 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -133353.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -133395.937500 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -133395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133426.171875 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -133426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133469.140625 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -133469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -133497.406250 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -133497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133609.484375 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -133609.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -133620.375000 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -133620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133629.343750 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -133629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133641.750000 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -133641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133653.187500 Penalty: 3663.689453
	Iteration 16Q: 3 clusters Score -133653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -133660.953125 Penalty: 3663.689453
	Iteration 17Q: 3 clusters Score -133661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133668.640625 Penalty: 3663.689453
	Iteration 18Q: 3 clusters Score -133668.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133674.937500 Penalty: 3663.689453
	Iteration 19Q: 3 clusters Score -133674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133680.171875 Penalty: 3663.689453
	Iteration 20F: 3 clusters Score -133680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133684.250000 Penalty: 3663.689453
	Iteration 21Q: 3 clusters Score -133684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133690.328125 Penalty: 3663.689453
	Iteration 22Q: 3 clusters Score -133690.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133702.109375 Penalty: 3663.689453
	Iteration 23Q: 3 clusters Score -133702.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -133724.171875 Penalty: 3663.689453
	Iteration 24Q: 3 clusters Score -133724.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133748.484375 Penalty: 3663.689453
	Iteration 25Q: 3 clusters Score -133748.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133770.875000 Penalty: 3663.689453
	Iteration 26Q: 3 clusters Score -133770.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133799.140625 Penalty: 3663.689453
	Iteration 27Q: 3 clusters Score -133799.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133816.328125 Penalty: 3663.689453
	Iteration 28Q: 3 clusters Score -133816.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133847.687500 Penalty: 3663.689453
	Iteration 29Q: 3 clusters Score -133847.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133897.515625 Penalty: 3663.689453
	Iteration 30Q: 3 clusters Score -133897.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -133962.531250 Penalty: 3663.689453
	Iteration 31Q: 3 clusters Score -133962.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -134044.796875 Penalty: 3663.689453
	Iteration 32Q: 3 clusters Score -134044.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -134108.437500 Penalty: 3663.689453
	Iteration 33Q: 3 clusters Score -134108.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134167.906250 Penalty: 3663.689453
	Iteration 34Q: 3 clusters Score -134167.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -134222.609375 Penalty: 3663.689453
	Iteration 35Q: 3 clusters Score -134222.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -134264.000000 Penalty: 3663.689453
	Iteration 36Q: 3 clusters Score -134264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -134336.578125 Penalty: 3663.689453
	Iteration 37Q: 3 clusters Score -134336.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -134492.921875 Penalty: 3663.689453
	Iteration 38Q: 3 clusters Score -134492.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -134688.937500 Penalty: 3663.689453
	Iteration 39Q: 3 clusters Score -134688.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -134915.000000 Penalty: 3663.689453
	Iteration 40F: 3 clusters Score -134915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -135058.093750 Penalty: 3663.689453
	Iteration 41Q: 3 clusters Score -135058.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -135138.000000 Penalty: 3663.689453
	Iteration 42Q: 3 clusters Score -135138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -135160.281250 Penalty: 3663.689453
	Iteration 43Q: 3 clusters Score -135160.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -135167.750000 Penalty: 3663.689453
	Iteration 44Q: 3 clusters Score -135167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -135171.250000 Penalty: 3663.689453
	Iteration 45Q: 3 clusters Score -135171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -135172.750000 Penalty: 3663.689453
	Iteration 46Q: 3 clusters Score -135172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -135177.078125 Penalty: 3663.689453
	Iteration 47Q: 3 clusters Score -135177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -135177.078125 Penalty: 3663.689453
	Iteration 48F: 3 clusters Score -135177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 37956 members 
Mstep: Class 5 contains 14341 members 
Mstep: Class 6 contains 50296 members 
Mstep: Class 7 contains 3046 members 
Mstep: Class 8 contains 36222 members 
Mstep: Class 9 contains 35418 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 37942 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 180445 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Entering Unmasked Estep 
Score: -133317632.000000 Penalty: 76272.078125
Splitting cluster 1 changes total score from -133308528.000000 to -133317632.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (22323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Entering Unmasked Estep 
Score: -2629016.500000 Penalty: 2483.316406
	Iteration 0F: 2 clusters Score -2629016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2613421.750000 Penalty: 4966.632812
	Iteration 0F: 3 clusters Score -2613422 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2619232.000000 Penalty: 4966.632812
	Iteration 1F: 3 clusters Score -2619232 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2620385.500000 Penalty: 4966.632812
	Iteration 2F: 3 clusters Score -2620386 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2621469.000000 Penalty: 4966.632812
	Iteration 3F: 3 clusters Score -2621469 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2622456.000000 Penalty: 4966.632812
	Iteration 4F: 3 clusters Score -2622456 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2623296.750000 Penalty: 4966.632812
	Iteration 5F: 3 clusters Score -2623297 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2623941.750000 Penalty: 4966.632812
	Iteration 6F: 3 clusters Score -2623942 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2624540.250000 Penalty: 4966.632812
	Iteration 7Q: 3 clusters Score -2624540 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2625074.500000 Penalty: 4966.632812
	Iteration 8Q: 3 clusters Score -2625074 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2625538.000000 Penalty: 4966.632812
	Iteration 9Q: 3 clusters Score -2625538 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2625929.250000 Penalty: 4966.632812
	Iteration 10Q: 3 clusters Score -2625929 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2626324.000000 Penalty: 4966.632812
	Iteration 11Q: 3 clusters Score -2626324 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2626690.000000 Penalty: 4966.632812
	Iteration 12Q: 3 clusters Score -2626690 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2627026.750000 Penalty: 4966.632812
	Iteration 13Q: 3 clusters Score -2627027 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2627299.750000 Penalty: 4966.632812
	Iteration 14Q: 3 clusters Score -2627300 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2627490.000000 Penalty: 4966.632812
	Iteration 15Q: 3 clusters Score -2627490 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2627647.000000 Penalty: 4966.632812
	Iteration 16Q: 3 clusters Score -2627647 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2627775.000000 Penalty: 4966.632812
	Iteration 17Q: 3 clusters Score -2627775 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2627838.750000 Penalty: 4966.632812
	Iteration 18Q: 3 clusters Score -2627839 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2627899.000000 Penalty: 4966.632812
	Iteration 19Q: 3 clusters Score -2627899 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2627939.000000 Penalty: 4966.632812
	Iteration 20F: 3 clusters Score -2627939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2627960.750000 Penalty: 4966.632812
	Iteration 21Q: 3 clusters Score -2627961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2627977.250000 Penalty: 4966.632812
	Iteration 22Q: 3 clusters Score -2627977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2627987.000000 Penalty: 4966.632812
	Iteration 23Q: 3 clusters Score -2627987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2627986.500000 Penalty: 4966.632812
	Iteration 24Q: 3 clusters Score -2627986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2627992.500000 Penalty: 4966.632812
	Iteration 25Q: 3 clusters Score -2627992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2627994.750000 Penalty: 4966.632812
	Iteration 26Q: 3 clusters Score -2627995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2627997.500000 Penalty: 4966.632812
	Iteration 27Q: 3 clusters Score -2627998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2627998.500000 Penalty: 4966.632812
	Iteration 28Q: 3 clusters Score -2627998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2627995.000000 Penalty: 4966.632812
	Iteration 29Q: 3 clusters Score -2627995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2627995.000000 Penalty: 4966.632812
	Iteration 30F: 3 clusters Score -2627995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Entering Unmasked Estep 
Score: -4326017.000000 Penalty: 2614.957275
	Iteration 0F: 2 clusters Score -4326017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4300335.000000 Penalty: 5229.914551
	Iteration 0F: 3 clusters Score -4300335 nChanged 17411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -4310459.000000 Penalty: 5229.914551
	Iteration 1F: 3 clusters Score -4310459 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4311674.500000 Penalty: 5229.914551
	Iteration 2F: 3 clusters Score -4311674 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4313682.000000 Penalty: 5229.914551
	Iteration 3F: 3 clusters Score -4313682 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -4317149.000000 Penalty: 5229.914551
	Iteration 4F: 3 clusters Score -4317149 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4321844.500000 Penalty: 5229.914551
	Iteration 5F: 3 clusters Score -4321844 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -4325836.500000 Penalty: 5229.914551
	Iteration 6F: 3 clusters Score -4325836 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -4328120.000000 Penalty: 5229.914551
	Iteration 7F: 3 clusters Score -4328120 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -4329437.500000 Penalty: 5229.914551
	Iteration 8Q: 3 clusters Score -4329438 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4330376.500000 Penalty: 5229.914551
	Iteration 9Q: 3 clusters Score -4330376 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -4331279.000000 Penalty: 5229.914551
	Iteration 10Q: 3 clusters Score -4331279 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4331954.500000 Penalty: 5229.914551
	Iteration 11Q: 3 clusters Score -4331954 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4332487.000000 Penalty: 5229.914551
	Iteration 12Q: 3 clusters Score -4332487 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4332945.500000 Penalty: 5229.914551
	Iteration 13Q: 3 clusters Score -4332946 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -4333323.500000 Penalty: 5229.914551
	Iteration 14Q: 3 clusters Score -4333324 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -4333622.000000 Penalty: 5229.914551
	Iteration 15Q: 3 clusters Score -4333622 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -4333842.500000 Penalty: 5229.914551
	Iteration 16Q: 3 clusters Score -4333842 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -4334003.000000 Penalty: 5229.914551
	Iteration 17Q: 3 clusters Score -4334003 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4334078.000000 Penalty: 5229.914551
	Iteration 18Q: 3 clusters Score -4334078 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -4334150.500000 Penalty: 5229.914551
	Iteration 19Q: 3 clusters Score -4334150 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -4334188.500000 Penalty: 5229.914551
	Iteration 20F: 3 clusters Score -4334188 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4334239.000000 Penalty: 5229.914551
	Iteration 21Q: 3 clusters Score -4334239 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -4334275.500000 Penalty: 5229.914551
	Iteration 22Q: 3 clusters Score -4334276 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4334331.500000 Penalty: 5229.914551
	Iteration 23Q: 3 clusters Score -4334332 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -4334343.000000 Penalty: 5229.914551
	Iteration 24Q: 3 clusters Score -4334343 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -4334387.000000 Penalty: 5229.914551
	Iteration 25Q: 3 clusters Score -4334387 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -4334399.500000 Penalty: 5229.914551
	Iteration 26Q: 3 clusters Score -4334400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -4334451.500000 Penalty: 5229.914551
	Iteration 27Q: 3 clusters Score -4334452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -4334470.500000 Penalty: 5229.914551
	Iteration 28Q: 3 clusters Score -4334470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -4334494.000000 Penalty: 5229.914551
	Iteration 29Q: 3 clusters Score -4334494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4334504.000000 Penalty: 5229.914551
	Iteration 30Q: 3 clusters Score -4334504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -4334511.000000 Penalty: 5229.914551
	Iteration 31Q: 3 clusters Score -4334511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4334518.500000 Penalty: 5229.914551
	Iteration 32Q: 3 clusters Score -4334518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -4334518.500000 Penalty: 5229.914551
	Iteration 33Q: 3 clusters Score -4334518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -4334520.500000 Penalty: 5229.914551
	Iteration 34Q: 3 clusters Score -4334520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4334529.500000 Penalty: 5229.914551
	Iteration 35Q: 3 clusters Score -4334530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -4334535.500000 Penalty: 5229.914551
	Iteration 36Q: 3 clusters Score -4334536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -4334535.500000 Penalty: 5229.914551
	Iteration 37Q: 3 clusters Score -4334536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -4334546.000000 Penalty: 5229.914551
	Iteration 38Q: 3 clusters Score -4334546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4334560.000000 Penalty: 5229.914551
	Iteration 39Q: 3 clusters Score -4334560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4334556.000000 Penalty: 5229.914551
	Iteration 40F: 3 clusters Score -4334556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -4334554.500000 Penalty: 5229.914551
	Iteration 41Q: 3 clusters Score -4334554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4334553.500000 Penalty: 5229.914551
	Iteration 42Q: 3 clusters Score -4334554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4334546.000000 Penalty: 5229.914551
	Iteration 43Q: 3 clusters Score -4334546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -4334536.500000 Penalty: 5229.914551
	Iteration 44Q: 3 clusters Score -4334536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4334544.000000 Penalty: 5229.914551
	Iteration 45Q: 3 clusters Score -4334544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -4334543.000000 Penalty: 5229.914551
	Iteration 46Q: 3 clusters Score -4334543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4334545.500000 Penalty: 5229.914551
	Iteration 47Q: 3 clusters Score -4334546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4334545.500000 Penalty: 5229.914551
	Iteration 48F: 3 clusters Score -4334546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 14341 members 
Mstep: Class 6 contains 50296 members 
Mstep: Class 7 contains 3046 members 
Mstep: Class 8 contains 36222 members 
Mstep: Class 9 contains 35418 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 37942 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 180445 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Entering Unmasked Estep 
Score: -133325424.000000 Penalty: 79738.992188
Splitting cluster 4 changes total score from -133308528.000000 to -133325424.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (14341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Entering Unmasked Estep 
Score: -1616436.750000 Penalty: 2373.577637
	Iteration 0F: 2 clusters Score -1616437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1606018.875000 Penalty: 4747.155273
	Iteration 0F: 3 clusters Score -1606019 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1609590.500000 Penalty: 4747.155273
	Iteration 1F: 3 clusters Score -1609590 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1611096.250000 Penalty: 4747.155273
	Iteration 2F: 3 clusters Score -1611096 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1614343.250000 Penalty: 4747.155273
	Iteration 3F: 3 clusters Score -1614343 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1617953.625000 Penalty: 4747.155273
	Iteration 4F: 3 clusters Score -1617954 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1620170.125000 Penalty: 4747.155273
	Iteration 5F: 3 clusters Score -1620170 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1622233.375000 Penalty: 4747.155273
	Iteration 6F: 3 clusters Score -1622233 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1625019.750000 Penalty: 4747.155273
	Iteration 7F: 3 clusters Score -1625020 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1625873.000000 Penalty: 4747.155273
	Iteration 8Q: 3 clusters Score -1625873 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1625994.000000 Penalty: 4747.155273
	Iteration 9Q: 3 clusters Score -1625994 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1626036.750000 Penalty: 4747.155273
	Iteration 10Q: 3 clusters Score -1626037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1626059.500000 Penalty: 4747.155273
	Iteration 11Q: 3 clusters Score -1626060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1626066.000000 Penalty: 4747.155273
	Iteration 12Q: 3 clusters Score -1626066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1626076.625000 Penalty: 4747.155273
	Iteration 13Q: 3 clusters Score -1626077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1626077.375000 Penalty: 4747.155273
	Iteration 14Q: 3 clusters Score -1626077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1626078.625000 Penalty: 4747.155273
	Iteration 15Q: 3 clusters Score -1626079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1626078.000000 Penalty: 4747.155273
	Iteration 16Q: 3 clusters Score -1626078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1626079.625000 Penalty: 4747.155273
	Iteration 17Q: 3 clusters Score -1626080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1626079.000000 Penalty: 4747.155273
	Iteration 18Q: 3 clusters Score -1626079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1626079.000000 Penalty: 4747.155273
	Iteration 19F: 3 clusters Score -1626079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 50296 members 
Mstep: Class 7 contains 3046 members 
Mstep: Class 8 contains 36222 members 
Mstep: Class 9 contains 35418 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 37942 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 180445 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Entering Unmasked Estep 
Score: -133333904.000000 Penalty: 83205.906250
Splitting cluster 5 changes total score from -133308528.000000 to -133333904.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (50296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Entering Unmasked Estep 
Score: -5772265.000000 Penalty: 2684.768799
	Iteration 0F: 2 clusters Score -5772265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -5738514.500000 Penalty: 5369.537598
	Iteration 0F: 3 clusters Score -5738514 nChanged 23167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5752355.500000 Penalty: 5369.537598
	Iteration 1F: 3 clusters Score -5752356 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -5754417.000000 Penalty: 5369.537598
	Iteration 2F: 3 clusters Score -5754417 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -5757227.000000 Penalty: 5369.537598
	Iteration 3F: 3 clusters Score -5757227 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -5760381.500000 Penalty: 5369.537598
	Iteration 4F: 3 clusters Score -5760382 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -5763031.000000 Penalty: 5369.537598
	Iteration 5F: 3 clusters Score -5763031 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -5765025.500000 Penalty: 5369.537598
	Iteration 6F: 3 clusters Score -5765026 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -5766531.000000 Penalty: 5369.537598
	Iteration 7F: 3 clusters Score -5766531 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -5767827.000000 Penalty: 5369.537598
	Iteration 8Q: 3 clusters Score -5767827 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -5768889.000000 Penalty: 5369.537598
	Iteration 9Q: 3 clusters Score -5768889 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -5769739.500000 Penalty: 5369.537598
	Iteration 10Q: 3 clusters Score -5769740 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -5770587.000000 Penalty: 5369.537598
	Iteration 11Q: 3 clusters Score -5770587 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -5771376.000000 Penalty: 5369.537598
	Iteration 12Q: 3 clusters Score -5771376 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -5772113.500000 Penalty: 5369.537598
	Iteration 13Q: 3 clusters Score -5772114 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -5772668.500000 Penalty: 5369.537598
	Iteration 14Q: 3 clusters Score -5772668 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -5772966.000000 Penalty: 5369.537598
	Iteration 15Q: 3 clusters Score -5772966 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -5773134.500000 Penalty: 5369.537598
	Iteration 16Q: 3 clusters Score -5773134 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -5773278.500000 Penalty: 5369.537598
	Iteration 17Q: 3 clusters Score -5773278 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5773411.500000 Penalty: 5369.537598
	Iteration 18Q: 3 clusters Score -5773412 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -5773492.500000 Penalty: 5369.537598
	Iteration 19Q: 3 clusters Score -5773492 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -5773537.500000 Penalty: 5369.537598
	Iteration 20F: 3 clusters Score -5773538 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -5773593.000000 Penalty: 5369.537598
	Iteration 21Q: 3 clusters Score -5773593 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5773627.000000 Penalty: 5369.537598
	Iteration 22Q: 3 clusters Score -5773627 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -5773680.000000 Penalty: 5369.537598
	Iteration 23Q: 3 clusters Score -5773680 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5773765.000000 Penalty: 5369.537598
	Iteration 24Q: 3 clusters Score -5773765 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -5773798.500000 Penalty: 5369.537598
	Iteration 25Q: 3 clusters Score -5773798 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -5773833.000000 Penalty: 5369.537598
	Iteration 26Q: 3 clusters Score -5773833 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -5773836.500000 Penalty: 5369.537598
	Iteration 27Q: 3 clusters Score -5773836 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5773847.500000 Penalty: 5369.537598
	Iteration 28Q: 3 clusters Score -5773848 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -5773863.000000 Penalty: 5369.537598
	Iteration 29Q: 3 clusters Score -5773863 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5773876.000000 Penalty: 5369.537598
	Iteration 30Q: 3 clusters Score -5773876 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -5773897.500000 Penalty: 5369.537598
	Iteration 31Q: 3 clusters Score -5773898 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -5773913.500000 Penalty: 5369.537598
	Iteration 32Q: 3 clusters Score -5773914 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -5773951.000000 Penalty: 5369.537598
	Iteration 33Q: 3 clusters Score -5773951 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -5773958.000000 Penalty: 5369.537598
	Iteration 34Q: 3 clusters Score -5773958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -5773992.000000 Penalty: 5369.537598
	Iteration 35Q: 3 clusters Score -5773992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -5774013.000000 Penalty: 5369.537598
	Iteration 36Q: 3 clusters Score -5774013 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5774046.500000 Penalty: 5369.537598
	Iteration 37Q: 3 clusters Score -5774046 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5774071.000000 Penalty: 5369.537598
	Iteration 38Q: 3 clusters Score -5774071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -5774094.500000 Penalty: 5369.537598
	Iteration 39Q: 3 clusters Score -5774094 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5774116.000000 Penalty: 5369.537598
	Iteration 40F: 3 clusters Score -5774116 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -5774162.500000 Penalty: 5369.537598
	Iteration 41Q: 3 clusters Score -5774162 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5774225.000000 Penalty: 5369.537598
	Iteration 42Q: 3 clusters Score -5774225 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -5774270.500000 Penalty: 5369.537598
	Iteration 43Q: 3 clusters Score -5774270 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -5774320.500000 Penalty: 5369.537598
	Iteration 44Q: 3 clusters Score -5774320 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5774387.500000 Penalty: 5369.537598
	Iteration 45Q: 3 clusters Score -5774388 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -5774461.000000 Penalty: 5369.537598
	Iteration 46Q: 3 clusters Score -5774461 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -5774553.500000 Penalty: 5369.537598
	Iteration 47Q: 3 clusters Score -5774554 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -5774613.500000 Penalty: 5369.537598
	Iteration 48Q: 3 clusters Score -5774614 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5774665.500000 Penalty: 5369.537598
	Iteration 49Q: 3 clusters Score -5774666 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -5774720.000000 Penalty: 5369.537598
	Iteration 50Q: 3 clusters Score -5774720 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -5774767.000000 Penalty: 5369.537598
	Iteration 51Q: 3 clusters Score -5774767 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -5774826.500000 Penalty: 5369.537598
	Iteration 52Q: 3 clusters Score -5774826 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -5774875.000000 Penalty: 5369.537598
	Iteration 53Q: 3 clusters Score -5774875 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -5774889.000000 Penalty: 5369.537598
	Iteration 54Q: 3 clusters Score -5774889 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -5774903.000000 Penalty: 5369.537598
	Iteration 55Q: 3 clusters Score -5774903 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -5774908.500000 Penalty: 5369.537598
	Iteration 56Q: 3 clusters Score -5774908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -5774933.000000 Penalty: 5369.537598
	Iteration 57Q: 3 clusters Score -5774933 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -5774926.000000 Penalty: 5369.537598
	Iteration 58Q: 3 clusters Score -5774926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -5774924.500000 Penalty: 5369.537598
	Iteration 59Q: 3 clusters Score -5774924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -5774952.500000 Penalty: 5369.537598
	Iteration 60F: 3 clusters Score -5774952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -5774959.500000 Penalty: 5369.537598
	Iteration 61Q: 3 clusters Score -5774960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -5774975.500000 Penalty: 5369.537598
	Iteration 62Q: 3 clusters Score -5774976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -5774974.500000 Penalty: 5369.537598
	Iteration 63Q: 3 clusters Score -5774974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -5774985.500000 Penalty: 5369.537598
	Iteration 64Q: 3 clusters Score -5774986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -5774980.000000 Penalty: 5369.537598
	Iteration 65Q: 3 clusters Score -5774980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -5774985.000000 Penalty: 5369.537598
	Iteration 66Q: 3 clusters Score -5774985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -5774977.500000 Penalty: 5369.537598
	Iteration 67Q: 3 clusters Score -5774978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -5774975.000000 Penalty: 5369.537598
	Iteration 68Q: 3 clusters Score -5774975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -5774972.000000 Penalty: 5369.537598
	Iteration 69Q: 3 clusters Score -5774972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5774972.000000 Penalty: 5369.537598
	Iteration 70Q: 3 clusters Score -5774972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -5774978.500000 Penalty: 5369.537598
	Iteration 71Q: 3 clusters Score -5774978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -5774979.500000 Penalty: 5369.537598
	Iteration 72Q: 3 clusters Score -5774980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -5774975.500000 Penalty: 5369.537598
	Iteration 73Q: 3 clusters Score -5774976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -5774975.500000 Penalty: 5369.537598
	Iteration 74F: 3 clusters Score -5774976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 3046 members 
Mstep: Class 8 contains 36222 members 
Mstep: Class 9 contains 35418 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 37942 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 180445 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Entering Unmasked Estep 
Score: -133336328.000000 Penalty: 86672.812500
Splitting cluster 6 changes total score from -133308528.000000 to -133336328.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -370530.718750 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -370530.7 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 1538 members 
Entering Unmasked Estep 
Score: -368085.843750 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -368085.8 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -374001.343750 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -374001.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -376069.593750 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -376069.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -376981.312500 Penalty: 3978.705811
	Iteration 3F: 3 clusters Score -376981.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -377342.375000 Penalty: 3978.705811
	Iteration 4Q: 3 clusters Score -377342.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -377387.250000 Penalty: 3978.705811
	Iteration 5Q: 3 clusters Score -377387.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -377403.500000 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -377403.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -377426.750000 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -377426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -377447.468750 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -377447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -377460.218750 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -377460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -377471.812500 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -377471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -377487.343750 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -377487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -377487.343750 Penalty: 3978.705811
	Iteration 12F: 3 clusters Score -377487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 36222 members 
Mstep: Class 9 contains 35418 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 37942 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 180445 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Entering Unmasked Estep 
Score: -133342072.000000 Penalty: 90139.726562
Splitting cluster 7 changes total score from -133308528.000000 to -133342072.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (36222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Entering Unmasked Estep 
Score: -4178347.000000 Penalty: 2603.360596
	Iteration 0F: 2 clusters Score -4178347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -4153840.750000 Penalty: 5206.721191
	Iteration 0F: 3 clusters Score -4153841 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -4165108.250000 Penalty: 5206.721191
	Iteration 1F: 3 clusters Score -4165108 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4170457.250000 Penalty: 5206.721191
	Iteration 2F: 3 clusters Score -4170457 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4177939.750000 Penalty: 5206.721191
	Iteration 3F: 3 clusters Score -4177940 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4183778.750000 Penalty: 5206.721191
	Iteration 4F: 3 clusters Score -4183779 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4186470.750000 Penalty: 5206.721191
	Iteration 5F: 3 clusters Score -4186471 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4187630.500000 Penalty: 5206.721191
	Iteration 6Q: 3 clusters Score -4187630 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4188117.750000 Penalty: 5206.721191
	Iteration 7Q: 3 clusters Score -4188118 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -4188487.000000 Penalty: 5206.721191
	Iteration 8Q: 3 clusters Score -4188487 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -4188761.000000 Penalty: 5206.721191
	Iteration 9Q: 3 clusters Score -4188761 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -4188995.250000 Penalty: 5206.721191
	Iteration 10Q: 3 clusters Score -4188995 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4189294.500000 Penalty: 5206.721191
	Iteration 11Q: 3 clusters Score -4189294 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -4189524.250000 Penalty: 5206.721191
	Iteration 12Q: 3 clusters Score -4189524 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -4189673.750000 Penalty: 5206.721191
	Iteration 13Q: 3 clusters Score -4189674 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4189770.750000 Penalty: 5206.721191
	Iteration 14Q: 3 clusters Score -4189771 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4189818.500000 Penalty: 5206.721191
	Iteration 15Q: 3 clusters Score -4189818 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4189835.500000 Penalty: 5206.721191
	Iteration 16Q: 3 clusters Score -4189836 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4189862.500000 Penalty: 5206.721191
	Iteration 17Q: 3 clusters Score -4189862 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -4189909.750000 Penalty: 5206.721191
	Iteration 18Q: 3 clusters Score -4189910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -4189951.500000 Penalty: 5206.721191
	Iteration 19Q: 3 clusters Score -4189952 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4189969.250000 Penalty: 5206.721191
	Iteration 20F: 3 clusters Score -4189969 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -4189993.750000 Penalty: 5206.721191
	Iteration 21Q: 3 clusters Score -4189994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4190022.500000 Penalty: 5206.721191
	Iteration 22Q: 3 clusters Score -4190022 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -4190063.500000 Penalty: 5206.721191
	Iteration 23Q: 3 clusters Score -4190064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -4190081.250000 Penalty: 5206.721191
	Iteration 24Q: 3 clusters Score -4190081 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -4190107.500000 Penalty: 5206.721191
	Iteration 25Q: 3 clusters Score -4190108 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -4190164.750000 Penalty: 5206.721191
	Iteration 26Q: 3 clusters Score -4190165 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -4190237.000000 Penalty: 5206.721191
	Iteration 27Q: 3 clusters Score -4190237 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -4190306.750000 Penalty: 5206.721191
	Iteration 28Q: 3 clusters Score -4190307 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -4190377.000000 Penalty: 5206.721191
	Iteration 29Q: 3 clusters Score -4190377 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -4190464.250000 Penalty: 5206.721191
	Iteration 30Q: 3 clusters Score -4190464 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -4190543.500000 Penalty: 5206.721191
	Iteration 31Q: 3 clusters Score -4190544 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -4190681.000000 Penalty: 5206.721191
	Iteration 32Q: 3 clusters Score -4190681 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -4190811.000000 Penalty: 5206.721191
	Iteration 33Q: 3 clusters Score -4190811 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -4191011.250000 Penalty: 5206.721191
	Iteration 34Q: 3 clusters Score -4191011 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4191163.000000 Penalty: 5206.721191
	Iteration 35Q: 3 clusters Score -4191163 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4191282.250000 Penalty: 5206.721191
	Iteration 36Q: 3 clusters Score -4191282 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -4191398.000000 Penalty: 5206.721191
	Iteration 37Q: 3 clusters Score -4191398 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4191524.000000 Penalty: 5206.721191
	Iteration 38Q: 3 clusters Score -4191524 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -4191645.250000 Penalty: 5206.721191
	Iteration 39Q: 3 clusters Score -4191645 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4191738.500000 Penalty: 5206.721191
	Iteration 40F: 3 clusters Score -4191738 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4191864.250000 Penalty: 5206.721191
	Iteration 41Q: 3 clusters Score -4191864 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4192035.250000 Penalty: 5206.721191
	Iteration 42Q: 3 clusters Score -4192035 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4192202.000000 Penalty: 5206.721191
	Iteration 43Q: 3 clusters Score -4192202 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4192301.500000 Penalty: 5206.721191
	Iteration 44Q: 3 clusters Score -4192302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -4192337.750000 Penalty: 5206.721191
	Iteration 45Q: 3 clusters Score -4192338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -4192349.750000 Penalty: 5206.721191
	Iteration 46Q: 3 clusters Score -4192350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -4192344.000000 Penalty: 5206.721191
	Iteration 47Q: 3 clusters Score -4192344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4192344.250000 Penalty: 5206.721191
	Iteration 48Q: 3 clusters Score -4192344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4192344.250000 Penalty: 5206.721191
	Iteration 49F: 3 clusters Score -4192344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 35418 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 37942 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 180445 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Entering Unmasked Estep 
Score: -133355408.000000 Penalty: 93606.640625
Splitting cluster 8 changes total score from -133308528.000000 to -133355408.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (35418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Entering Unmasked Estep 
Score: -4052359.000000 Penalty: 2597.793945
	Iteration 0F: 2 clusters Score -4052359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -4028176.000000 Penalty: 5195.587891
	Iteration 0F: 3 clusters Score -4028176 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4037900.500000 Penalty: 5195.587891
	Iteration 1F: 3 clusters Score -4037900 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4040374.500000 Penalty: 5195.587891
	Iteration 2F: 3 clusters Score -4040374 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4044831.750000 Penalty: 5195.587891
	Iteration 3F: 3 clusters Score -4044832 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4050443.500000 Penalty: 5195.587891
	Iteration 4F: 3 clusters Score -4050444 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -4055018.000000 Penalty: 5195.587891
	Iteration 5F: 3 clusters Score -4055018 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4057525.500000 Penalty: 5195.587891
	Iteration 6F: 3 clusters Score -4057526 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -4058865.250000 Penalty: 5195.587891
	Iteration 7Q: 3 clusters Score -4058865 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -4059695.500000 Penalty: 5195.587891
	Iteration 8Q: 3 clusters Score -4059696 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4060311.250000 Penalty: 5195.587891
	Iteration 9Q: 3 clusters Score -4060311 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4060667.750000 Penalty: 5195.587891
	Iteration 10Q: 3 clusters Score -4060668 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -4060933.750000 Penalty: 5195.587891
	Iteration 11Q: 3 clusters Score -4060934 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -4061090.250000 Penalty: 5195.587891
	Iteration 12Q: 3 clusters Score -4061090 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -4061196.000000 Penalty: 5195.587891
	Iteration 13Q: 3 clusters Score -4061196 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -4061324.250000 Penalty: 5195.587891
	Iteration 14Q: 3 clusters Score -4061324 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -4061426.250000 Penalty: 5195.587891
	Iteration 15Q: 3 clusters Score -4061426 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -4061522.250000 Penalty: 5195.587891
	Iteration 16Q: 3 clusters Score -4061522 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -4061645.500000 Penalty: 5195.587891
	Iteration 17Q: 3 clusters Score -4061646 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -4061738.500000 Penalty: 5195.587891
	Iteration 18Q: 3 clusters Score -4061738 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -4061814.500000 Penalty: 5195.587891
	Iteration 19Q: 3 clusters Score -4061814 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -4061862.500000 Penalty: 5195.587891
	Iteration 20F: 3 clusters Score -4061862 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4061932.250000 Penalty: 5195.587891
	Iteration 21Q: 3 clusters Score -4061932 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -4061999.500000 Penalty: 5195.587891
	Iteration 22Q: 3 clusters Score -4062000 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4062049.000000 Penalty: 5195.587891
	Iteration 23Q: 3 clusters Score -4062049 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4062095.750000 Penalty: 5195.587891
	Iteration 24Q: 3 clusters Score -4062096 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4062125.500000 Penalty: 5195.587891
	Iteration 25Q: 3 clusters Score -4062126 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4062160.000000 Penalty: 5195.587891
	Iteration 26Q: 3 clusters Score -4062160 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4062184.250000 Penalty: 5195.587891
	Iteration 27Q: 3 clusters Score -4062184 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -4062197.000000 Penalty: 5195.587891
	Iteration 28Q: 3 clusters Score -4062197 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4062225.000000 Penalty: 5195.587891
	Iteration 29Q: 3 clusters Score -4062225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4062251.000000 Penalty: 5195.587891
	Iteration 30Q: 3 clusters Score -4062251 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4062257.750000 Penalty: 5195.587891
	Iteration 31Q: 3 clusters Score -4062258 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4062264.500000 Penalty: 5195.587891
	Iteration 32Q: 3 clusters Score -4062264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -4062271.500000 Penalty: 5195.587891
	Iteration 33Q: 3 clusters Score -4062272 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4062274.750000 Penalty: 5195.587891
	Iteration 34Q: 3 clusters Score -4062275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4062267.750000 Penalty: 5195.587891
	Iteration 35Q: 3 clusters Score -4062268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4062276.750000 Penalty: 5195.587891
	Iteration 36Q: 3 clusters Score -4062277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4062289.750000 Penalty: 5195.587891
	Iteration 37Q: 3 clusters Score -4062290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4062290.000000 Penalty: 5195.587891
	Iteration 38Q: 3 clusters Score -4062290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4062283.750000 Penalty: 5195.587891
	Iteration 39Q: 3 clusters Score -4062284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4062286.750000 Penalty: 5195.587891
	Iteration 40F: 3 clusters Score -4062287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4062297.000000 Penalty: 5195.587891
	Iteration 41Q: 3 clusters Score -4062297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4062302.500000 Penalty: 5195.587891
	Iteration 42Q: 3 clusters Score -4062302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4062306.750000 Penalty: 5195.587891
	Iteration 43Q: 3 clusters Score -4062307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4062308.250000 Penalty: 5195.587891
	Iteration 44Q: 3 clusters Score -4062308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -4062311.250000 Penalty: 5195.587891
	Iteration 45Q: 3 clusters Score -4062311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4062310.750000 Penalty: 5195.587891
	Iteration 46Q: 3 clusters Score -4062311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -4062305.750000 Penalty: 5195.587891
	Iteration 47Q: 3 clusters Score -4062306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4062305.000000 Penalty: 5195.587891
	Iteration 48Q: 3 clusters Score -4062305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -4062304.750000 Penalty: 5195.587891
	Iteration 49Q: 3 clusters Score -4062305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -4062305.250000 Penalty: 5195.587891
	Iteration 50Q: 3 clusters Score -4062305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4062309.500000 Penalty: 5195.587891
	Iteration 51Q: 3 clusters Score -4062310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -4062307.250000 Penalty: 5195.587891
	Iteration 52Q: 3 clusters Score -4062307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4062307.000000 Penalty: 5195.587891
	Iteration 53Q: 3 clusters Score -4062307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4062306.000000 Penalty: 5195.587891
	Iteration 54Q: 3 clusters Score -4062306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -4062302.000000 Penalty: 5195.587891
	Iteration 55Q: 3 clusters Score -4062302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -4062304.500000 Penalty: 5195.587891
	Iteration 56Q: 3 clusters Score -4062304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -4062304.500000 Penalty: 5195.587891
	Iteration 57F: 3 clusters Score -4062304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 37942 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 180445 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Entering Unmasked Estep 
Score: -133364696.000000 Penalty: 97073.554688
Splitting cluster 9 changes total score from -133308528.000000 to -133364696.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (124186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124186 members 
Entering Unmasked Estep 
Score: -14577152.000000 Penalty: 2908.925049
	Iteration 0F: 2 clusters Score -1.457715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -14494253.000000 Penalty: 5817.850098
	Iteration 0F: 3 clusters Score -1.449425e+07 nChanged 59012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -14528812.000000 Penalty: 5817.850098
	Iteration 1F: 3 clusters Score -1.452881e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -14530435.000000 Penalty: 5817.850098
	Iteration 2Q: 3 clusters Score -1.453044e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -14532694.000000 Penalty: 5817.850098
	Iteration 3Q: 3 clusters Score -1.453269e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -14535910.000000 Penalty: 5817.850098
	Iteration 4F: 3 clusters Score -1.453591e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -14540367.000000 Penalty: 5817.850098
	Iteration 5F: 3 clusters Score -1.454037e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 69978 members 
Entering Unmasked Estep 
Score: -14546152.000000 Penalty: 5817.850098
	Iteration 6F: 3 clusters Score -1.454615e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -14552519.000000 Penalty: 5817.850098
	Iteration 7F: 3 clusters Score -1.455252e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -14558411.000000 Penalty: 5817.850098
	Iteration 8F: 3 clusters Score -1.455841e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -14562431.000000 Penalty: 5817.850098
	Iteration 9F: 3 clusters Score -1.456243e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
Score: -14564793.000000 Penalty: 5817.850098
	Iteration 10Q: 3 clusters Score -1.456479e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -14566068.000000 Penalty: 5817.850098
	Iteration 11Q: 3 clusters Score -1.456607e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -14566775.000000 Penalty: 5817.850098
	Iteration 12Q: 3 clusters Score -1.456678e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -14567418.000000 Penalty: 5817.850098
	Iteration 13Q: 3 clusters Score -1.456742e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -14567874.000000 Penalty: 5817.850098
	Iteration 14Q: 3 clusters Score -1.456787e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -14568342.000000 Penalty: 5817.850098
	Iteration 15Q: 3 clusters Score -1.456834e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -14568763.000000 Penalty: 5817.850098
	Iteration 16Q: 3 clusters Score -1.456876e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
Score: -14569255.000000 Penalty: 5817.850098
	Iteration 17Q: 3 clusters Score -1.456926e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -14569604.000000 Penalty: 5817.850098
	Iteration 18Q: 3 clusters Score -1.45696e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -14570027.000000 Penalty: 5817.850098
	Iteration 19Q: 3 clusters Score -1.457003e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -14570393.000000 Penalty: 5817.850098
	Iteration 20F: 3 clusters Score -1.457039e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -14570757.000000 Penalty: 5817.850098
	Iteration 21Q: 3 clusters Score -1.457076e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -14571083.000000 Penalty: 5817.850098
	Iteration 22Q: 3 clusters Score -1.457108e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 98233 members 
Entering Unmasked Estep 
Score: -14571380.000000 Penalty: 5817.850098
	Iteration 23Q: 3 clusters Score -1.457138e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -14571695.000000 Penalty: 5817.850098
	Iteration 24Q: 3 clusters Score -1.45717e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 100620 members 
Entering Unmasked Estep 
Score: -14572117.000000 Penalty: 5817.850098
	Iteration 25Q: 3 clusters Score -1.457212e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 101837 members 
Entering Unmasked Estep 
Score: -14572481.000000 Penalty: 5817.850098
	Iteration 26Q: 3 clusters Score -1.457248e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -14572784.000000 Penalty: 5817.850098
	Iteration 27Q: 3 clusters Score -1.457278e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -14573043.000000 Penalty: 5817.850098
	Iteration 28Q: 3 clusters Score -1.457304e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -14573277.000000 Penalty: 5817.850098
	Iteration 29Q: 3 clusters Score -1.457328e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -14573626.000000 Penalty: 5817.850098
	Iteration 30Q: 3 clusters Score -1.457363e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -14573833.000000 Penalty: 5817.850098
	Iteration 31Q: 3 clusters Score -1.457383e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 107952 members 
Entering Unmasked Estep 
Score: -14574118.000000 Penalty: 5817.850098
	Iteration 32Q: 3 clusters Score -1.457412e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 108792 members 
Entering Unmasked Estep 
Score: -14574289.000000 Penalty: 5817.850098
	Iteration 33Q: 3 clusters Score -1.457429e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 109565 members 
Entering Unmasked Estep 
Score: -14574527.000000 Penalty: 5817.850098
	Iteration 34Q: 3 clusters Score -1.457453e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 110248 members 
Entering Unmasked Estep 
Score: -14574748.000000 Penalty: 5817.850098
	Iteration 35Q: 3 clusters Score -1.457475e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 110894 members 
Entering Unmasked Estep 
Score: -14574942.000000 Penalty: 5817.850098
	Iteration 36Q: 3 clusters Score -1.457494e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 111518 members 
Entering Unmasked Estep 
Score: -14575072.000000 Penalty: 5817.850098
	Iteration 37Q: 3 clusters Score -1.457507e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 112144 members 
Entering Unmasked Estep 
Score: -14575203.000000 Penalty: 5817.850098
	Iteration 38Q: 3 clusters Score -1.45752e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 112723 members 
Entering Unmasked Estep 
Score: -14575433.000000 Penalty: 5817.850098
	Iteration 39Q: 3 clusters Score -1.457543e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 113288 members 
Entering Unmasked Estep 
Score: -14575666.000000 Penalty: 5817.850098
	Iteration 40F: 3 clusters Score -1.457567e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 113827 members 
Entering Unmasked Estep 
Score: -14575900.000000 Penalty: 5817.850098
	Iteration 41Q: 3 clusters Score -1.45759e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -14576076.000000 Penalty: 5817.850098
	Iteration 42Q: 3 clusters Score -1.457608e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 114788 members 
Entering Unmasked Estep 
Score: -14576259.000000 Penalty: 5817.850098
	Iteration 43Q: 3 clusters Score -1.457626e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 115151 members 
Entering Unmasked Estep 
Score: -14576398.000000 Penalty: 5817.850098
	Iteration 44Q: 3 clusters Score -1.45764e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -14576473.000000 Penalty: 5817.850098
	Iteration 45Q: 3 clusters Score -1.457647e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -14576534.000000 Penalty: 5817.850098
	Iteration 46Q: 3 clusters Score -1.457653e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -14576628.000000 Penalty: 5817.850098
	Iteration 47Q: 3 clusters Score -1.457663e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 116134 members 
Entering Unmasked Estep 
Score: -14576689.000000 Penalty: 5817.850098
	Iteration 48Q: 3 clusters Score -1.457669e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 116276 members 
Entering Unmasked Estep 
Score: -14576716.000000 Penalty: 5817.850098
	Iteration 49Q: 3 clusters Score -1.457672e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 116401 members 
Entering Unmasked Estep 
Score: -14576756.000000 Penalty: 5817.850098
	Iteration 50Q: 3 clusters Score -1.457676e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -14576746.000000 Penalty: 5817.850098
	Iteration 51Q: 3 clusters Score -1.457675e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 116575 members 
Entering Unmasked Estep 
Score: -14576725.000000 Penalty: 5817.850098
	Iteration 52Q: 3 clusters Score -1.457672e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 116661 members 
Entering Unmasked Estep 
Score: -14576692.000000 Penalty: 5817.850098
	Iteration 53Q: 3 clusters Score -1.457669e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 116732 members 
Entering Unmasked Estep 
Score: -14576696.000000 Penalty: 5817.850098
	Iteration 54Q: 3 clusters Score -1.45767e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 116796 members 
Entering Unmasked Estep 
Score: -14576694.000000 Penalty: 5817.850098
	Iteration 55Q: 3 clusters Score -1.457669e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 116841 members 
Entering Unmasked Estep 
Score: -14576719.000000 Penalty: 5817.850098
	Iteration 56Q: 3 clusters Score -1.457672e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 116868 members 
Entering Unmasked Estep 
Score: -14576709.000000 Penalty: 5817.850098
	Iteration 57Q: 3 clusters Score -1.457671e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 116912 members 
Entering Unmasked Estep 
Score: -14576739.000000 Penalty: 5817.850098
	Iteration 58Q: 3 clusters Score -1.457674e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -14576750.000000 Penalty: 5817.850098
	Iteration 59Q: 3 clusters Score -1.457675e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 116981 members 
Entering Unmasked Estep 
Score: -14576749.000000 Penalty: 5817.850098
	Iteration 60F: 3 clusters Score -1.457675e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -14576747.000000 Penalty: 5817.850098
	Iteration 61Q: 3 clusters Score -1.457675e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -14576752.000000 Penalty: 5817.850098
	Iteration 62Q: 3 clusters Score -1.457675e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 117007 members 
Entering Unmasked Estep 
Score: -14576776.000000 Penalty: 5817.850098
	Iteration 63Q: 3 clusters Score -1.457678e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -14576792.000000 Penalty: 5817.850098
	Iteration 64Q: 3 clusters Score -1.457679e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 116996 members 
Entering Unmasked Estep 
Score: -14576813.000000 Penalty: 5817.850098
	Iteration 65Q: 3 clusters Score -1.457681e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 116977 members 
Entering Unmasked Estep 
Score: -14576832.000000 Penalty: 5817.850098
	Iteration 66Q: 3 clusters Score -1.457683e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 116976 members 
Entering Unmasked Estep 
Score: -14576852.000000 Penalty: 5817.850098
	Iteration 67Q: 3 clusters Score -1.457685e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -14576851.000000 Penalty: 5817.850098
	Iteration 68Q: 3 clusters Score -1.457685e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 116980 members 
Entering Unmasked Estep 
Score: -14576873.000000 Penalty: 5817.850098
	Iteration 69Q: 3 clusters Score -1.457687e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -14576887.000000 Penalty: 5817.850098
	Iteration 70Q: 3 clusters Score -1.457689e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -14576900.000000 Penalty: 5817.850098
	Iteration 71Q: 3 clusters Score -1.45769e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 116964 members 
Entering Unmasked Estep 
Score: -14576889.000000 Penalty: 5817.850098
	Iteration 72Q: 3 clusters Score -1.457689e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -14576917.000000 Penalty: 5817.850098
	Iteration 73Q: 3 clusters Score -1.457692e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -14576916.000000 Penalty: 5817.850098
	Iteration 74Q: 3 clusters Score -1.457692e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 116980 members 
Entering Unmasked Estep 
Score: -14576942.000000 Penalty: 5817.850098
	Iteration 75Q: 3 clusters Score -1.457694e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 116990 members 
Entering Unmasked Estep 
Score: -14576942.000000 Penalty: 5817.850098
	Iteration 76Q: 3 clusters Score -1.457694e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 116995 members 
Entering Unmasked Estep 
Score: -14576942.000000 Penalty: 5817.850098
	Iteration 77Q: 3 clusters Score -1.457694e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -14576948.000000 Penalty: 5817.850098
	Iteration 78Q: 3 clusters Score -1.457695e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 116981 members 
Entering Unmasked Estep 
Score: -14576973.000000 Penalty: 5817.850098
	Iteration 79Q: 3 clusters Score -1.457697e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 116968 members 
Entering Unmasked Estep 
Score: -14576974.000000 Penalty: 5817.850098
	Iteration 80F: 3 clusters Score -1.457697e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 116955 members 
Entering Unmasked Estep 
Score: -14576983.000000 Penalty: 5817.850098
	Iteration 81Q: 3 clusters Score -1.457698e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 116958 members 
Entering Unmasked Estep 
Score: -14576960.000000 Penalty: 5817.850098
	Iteration 82Q: 3 clusters Score -1.457696e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 116957 members 
Entering Unmasked Estep 
Score: -14576968.000000 Penalty: 5817.850098
	Iteration 83Q: 3 clusters Score -1.457697e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -14576970.000000 Penalty: 5817.850098
	Iteration 84Q: 3 clusters Score -1.457697e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 116927 members 
Entering Unmasked Estep 
Score: -14576993.000000 Penalty: 5817.850098
	Iteration 85Q: 3 clusters Score -1.457699e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 116919 members 
Entering Unmasked Estep 
Score: -14577008.000000 Penalty: 5817.850098
	Iteration 86Q: 3 clusters Score -1.457701e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 116910 members 
Entering Unmasked Estep 
Score: -14577017.000000 Penalty: 5817.850098
	Iteration 87Q: 3 clusters Score -1.457702e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 116911 members 
Entering Unmasked Estep 
Score: -14577001.000000 Penalty: 5817.850098
	Iteration 88Q: 3 clusters Score -1.4577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
Score: -14577019.000000 Penalty: 5817.850098
	Iteration 89Q: 3 clusters Score -1.457702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 116908 members 
Entering Unmasked Estep 
Score: -14577004.000000 Penalty: 5817.850098
	Iteration 90Q: 3 clusters Score -1.4577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 116909 members 
Entering Unmasked Estep 
Score: -14577010.000000 Penalty: 5817.850098
	Iteration 91Q: 3 clusters Score -1.457701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 116908 members 
Entering Unmasked Estep 
Score: -14577010.000000 Penalty: 5817.850098
	Iteration 92Q: 3 clusters Score -1.457701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 116905 members 
Entering Unmasked Estep 
Score: -14576999.000000 Penalty: 5817.850098
	Iteration 93Q: 3 clusters Score -1.4577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -14577008.000000 Penalty: 5817.850098
	Iteration 94Q: 3 clusters Score -1.457701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 116901 members 
Entering Unmasked Estep 
Score: -14577002.000000 Penalty: 5817.850098
	Iteration 95Q: 3 clusters Score -1.4577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -14577021.000000 Penalty: 5817.850098
	Iteration 96Q: 3 clusters Score -1.457702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 116891 members 
Entering Unmasked Estep 
Score: -14577008.000000 Penalty: 5817.850098
	Iteration 97Q: 3 clusters Score -1.457701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 116891 members 
Entering Unmasked Estep 
Score: -14577017.000000 Penalty: 5817.850098
	Iteration 98Q: 3 clusters Score -1.457702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 116890 members 
Entering Unmasked Estep 
Score: -14577009.000000 Penalty: 5817.850098
	Iteration 99Q: 3 clusters Score -1.457701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 116887 members 
Entering Unmasked Estep 
Score: -14577007.000000 Penalty: 5817.850098
	Iteration 100F: 3 clusters Score -1.457701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 116884 members 
Entering Unmasked Estep 
Score: -14577010.000000 Penalty: 5817.850098
	Iteration 101Q: 3 clusters Score -1.457701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 116881 members 
Entering Unmasked Estep 
Score: -14577004.000000 Penalty: 5817.850098
	Iteration 102Q: 3 clusters Score -1.4577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -14577011.000000 Penalty: 5817.850098
	Iteration 103Q: 3 clusters Score -1.457701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 116878 members 
Entering Unmasked Estep 
Score: -14577012.000000 Penalty: 5817.850098
	Iteration 104Q: 3 clusters Score -1.457701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 116876 members 
Entering Unmasked Estep 
Score: -14577014.000000 Penalty: 5817.850098
	Iteration 105Q: 3 clusters Score -1.457701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 116875 members 
Entering Unmasked Estep 
Score: -14577013.000000 Penalty: 5817.850098
	Iteration 106Q: 3 clusters Score -1.457701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 116875 members 
Entering Unmasked Estep 
Score: -14577013.000000 Penalty: 5817.850098
	Iteration 107F: 3 clusters Score -1.457701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Entering Unmasked Estep 
Score: -4378536.500000 Penalty: 2614.865723
	Iteration 0F: 2 clusters Score -4378536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -4352869.500000 Penalty: 5229.731445
	Iteration 0F: 3 clusters Score -4352870 nChanged 17382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4363732.000000 Penalty: 5229.731445
	Iteration 1F: 3 clusters Score -4363732 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4366333.000000 Penalty: 5229.731445
	Iteration 2F: 3 clusters Score -4366333 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -4369944.500000 Penalty: 5229.731445
	Iteration 3F: 3 clusters Score -4369944 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -4373795.000000 Penalty: 5229.731445
	Iteration 4F: 3 clusters Score -4373795 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4377235.500000 Penalty: 5229.731445
	Iteration 5F: 3 clusters Score -4377236 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4380023.000000 Penalty: 5229.731445
	Iteration 6F: 3 clusters Score -4380023 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4382007.000000 Penalty: 5229.731445
	Iteration 7F: 3 clusters Score -4382007 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4383272.500000 Penalty: 5229.731445
	Iteration 8Q: 3 clusters Score -4383272 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4384078.500000 Penalty: 5229.731445
	Iteration 9Q: 3 clusters Score -4384078 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -4384689.000000 Penalty: 5229.731445
	Iteration 10Q: 3 clusters Score -4384689 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4385284.000000 Penalty: 5229.731445
	Iteration 11Q: 3 clusters Score -4385284 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -4386014.500000 Penalty: 5229.731445
	Iteration 12Q: 3 clusters Score -4386014 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4386765.000000 Penalty: 5229.731445
	Iteration 13Q: 3 clusters Score -4386765 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -4387566.500000 Penalty: 5229.731445
	Iteration 14Q: 3 clusters Score -4387566 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -4388378.000000 Penalty: 5229.731445
	Iteration 15Q: 3 clusters Score -4388378 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -4389048.500000 Penalty: 5229.731445
	Iteration 16Q: 3 clusters Score -4389048 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -4389491.500000 Penalty: 5229.731445
	Iteration 17Q: 3 clusters Score -4389492 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -4389758.500000 Penalty: 5229.731445
	Iteration 18Q: 3 clusters Score -4389758 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -4389959.000000 Penalty: 5229.731445
	Iteration 19Q: 3 clusters Score -4389959 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -4390142.000000 Penalty: 5229.731445
	Iteration 20F: 3 clusters Score -4390142 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -4390304.000000 Penalty: 5229.731445
	Iteration 21Q: 3 clusters Score -4390304 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -4390472.000000 Penalty: 5229.731445
	Iteration 22Q: 3 clusters Score -4390472 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4390639.000000 Penalty: 5229.731445
	Iteration 23Q: 3 clusters Score -4390639 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -4390802.500000 Penalty: 5229.731445
	Iteration 24Q: 3 clusters Score -4390802 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4390932.500000 Penalty: 5229.731445
	Iteration 25Q: 3 clusters Score -4390932 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -4391040.000000 Penalty: 5229.731445
	Iteration 26Q: 3 clusters Score -4391040 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -4391135.000000 Penalty: 5229.731445
	Iteration 27Q: 3 clusters Score -4391135 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -4391210.500000 Penalty: 5229.731445
	Iteration 28Q: 3 clusters Score -4391210 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -4391263.500000 Penalty: 5229.731445
	Iteration 29Q: 3 clusters Score -4391264 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -4391302.500000 Penalty: 5229.731445
	Iteration 30Q: 3 clusters Score -4391302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -4391322.500000 Penalty: 5229.731445
	Iteration 31Q: 3 clusters Score -4391322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4391319.500000 Penalty: 5229.731445
	Iteration 32Q: 3 clusters Score -4391320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -4391338.500000 Penalty: 5229.731445
	Iteration 33Q: 3 clusters Score -4391338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -4391338.500000 Penalty: 5229.731445
	Iteration 34Q: 3 clusters Score -4391338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -4391338.500000 Penalty: 5229.731445
	Iteration 35Q: 3 clusters Score -4391338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -4391342.000000 Penalty: 5229.731445
	Iteration 36Q: 3 clusters Score -4391342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -4391351.000000 Penalty: 5229.731445
	Iteration 37Q: 3 clusters Score -4391351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -4391347.500000 Penalty: 5229.731445
	Iteration 38Q: 3 clusters Score -4391348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4391352.000000 Penalty: 5229.731445
	Iteration 39Q: 3 clusters Score -4391352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -4391363.500000 Penalty: 5229.731445
	Iteration 40F: 3 clusters Score -4391364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -4391365.500000 Penalty: 5229.731445
	Iteration 41Q: 3 clusters Score -4391366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4391370.500000 Penalty: 5229.731445
	Iteration 42Q: 3 clusters Score -4391370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4391372.500000 Penalty: 5229.731445
	Iteration 43Q: 3 clusters Score -4391372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -4391380.000000 Penalty: 5229.731445
	Iteration 44Q: 3 clusters Score -4391380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -4391380.000000 Penalty: 5229.731445
	Iteration 45Q: 3 clusters Score -4391380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4391380.500000 Penalty: 5229.731445
	Iteration 46Q: 3 clusters Score -4391380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4391376.500000 Penalty: 5229.731445
	Iteration 47Q: 3 clusters Score -4391376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4391383.500000 Penalty: 5229.731445
	Iteration 48Q: 3 clusters Score -4391384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4391378.500000 Penalty: 5229.731445
	Iteration 49Q: 3 clusters Score -4391378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4391381.500000 Penalty: 5229.731445
	Iteration 50Q: 3 clusters Score -4391382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4391385.500000 Penalty: 5229.731445
	Iteration 51Q: 3 clusters Score -4391386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -4391393.000000 Penalty: 5229.731445
	Iteration 52Q: 3 clusters Score -4391393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -4391405.000000 Penalty: 5229.731445
	Iteration 53Q: 3 clusters Score -4391405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -4391406.500000 Penalty: 5229.731445
	Iteration 54Q: 3 clusters Score -4391406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -4391408.500000 Penalty: 5229.731445
	Iteration 55Q: 3 clusters Score -4391408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -4391406.500000 Penalty: 5229.731445
	Iteration 56Q: 3 clusters Score -4391406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -4391398.000000 Penalty: 5229.731445
	Iteration 57Q: 3 clusters Score -4391398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4391400.500000 Penalty: 5229.731445
	Iteration 58Q: 3 clusters Score -4391400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -4391403.000000 Penalty: 5229.731445
	Iteration 59Q: 3 clusters Score -4391403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -4391396.000000 Penalty: 5229.731445
	Iteration 60F: 3 clusters Score -4391396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -4391395.500000 Penalty: 5229.731445
	Iteration 61Q: 3 clusters Score -4391396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -4391398.000000 Penalty: 5229.731445
	Iteration 62Q: 3 clusters Score -4391398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -4391397.500000 Penalty: 5229.731445
	Iteration 63Q: 3 clusters Score -4391398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4391400.000000 Penalty: 5229.731445
	Iteration 64Q: 3 clusters Score -4391400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4391398.500000 Penalty: 5229.731445
	Iteration 65Q: 3 clusters Score -4391398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -4391397.500000 Penalty: 5229.731445
	Iteration 66Q: 3 clusters Score -4391398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -4391401.000000 Penalty: 5229.731445
	Iteration 67Q: 3 clusters Score -4391401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4391398.000000 Penalty: 5229.731445
	Iteration 68Q: 3 clusters Score -4391398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -4391394.000000 Penalty: 5229.731445
	Iteration 69Q: 3 clusters Score -4391394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4391398.500000 Penalty: 5229.731445
	Iteration 70Q: 3 clusters Score -4391398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4391398.500000 Penalty: 5229.731445
	Iteration 71F: 3 clusters Score -4391398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 180445 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Entering Unmasked Estep 
Score: -133377056.000000 Penalty: 100540.468750
Splitting cluster 11 changes total score from -133308528.000000 to -133377056.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (34162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Entering Unmasked Estep 
Score: -3874711.250000 Penalty: 2588.839600
	Iteration 0F: 2 clusters Score -3874711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3851590.750000 Penalty: 5177.679199
	Iteration 0F: 3 clusters Score -3851591 nChanged 15447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3860499.750000 Penalty: 5177.679199
	Iteration 1F: 3 clusters Score -3860500 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3861933.000000 Penalty: 5177.679199
	Iteration 2F: 3 clusters Score -3861933 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3864063.250000 Penalty: 5177.679199
	Iteration 3F: 3 clusters Score -3864063 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3866984.500000 Penalty: 5177.679199
	Iteration 4F: 3 clusters Score -3866984 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3870616.000000 Penalty: 5177.679199
	Iteration 5F: 3 clusters Score -3870616 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3874027.750000 Penalty: 5177.679199
	Iteration 6F: 3 clusters Score -3874028 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3877135.500000 Penalty: 5177.679199
	Iteration 7F: 3 clusters Score -3877136 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3879016.000000 Penalty: 5177.679199
	Iteration 8Q: 3 clusters Score -3879016 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3880188.250000 Penalty: 5177.679199
	Iteration 9Q: 3 clusters Score -3880188 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3880808.250000 Penalty: 5177.679199
	Iteration 10Q: 3 clusters Score -3880808 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3881086.500000 Penalty: 5177.679199
	Iteration 11Q: 3 clusters Score -3881086 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3881281.500000 Penalty: 5177.679199
	Iteration 12Q: 3 clusters Score -3881282 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3881455.250000 Penalty: 5177.679199
	Iteration 13Q: 3 clusters Score -3881455 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3881543.000000 Penalty: 5177.679199
	Iteration 14Q: 3 clusters Score -3881543 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3881614.250000 Penalty: 5177.679199
	Iteration 15Q: 3 clusters Score -3881614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3881626.250000 Penalty: 5177.679199
	Iteration 16Q: 3 clusters Score -3881626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3881630.500000 Penalty: 5177.679199
	Iteration 17Q: 3 clusters Score -3881630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3881633.750000 Penalty: 5177.679199
	Iteration 18Q: 3 clusters Score -3881634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3881634.250000 Penalty: 5177.679199
	Iteration 19Q: 3 clusters Score -3881634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3881671.000000 Penalty: 5177.679199
	Iteration 20F: 3 clusters Score -3881671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3881679.750000 Penalty: 5177.679199
	Iteration 21Q: 3 clusters Score -3881680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3881676.750000 Penalty: 5177.679199
	Iteration 22Q: 3 clusters Score -3881677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3881679.000000 Penalty: 5177.679199
	Iteration 23Q: 3 clusters Score -3881679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3881679.750000 Penalty: 5177.679199
	Iteration 24Q: 3 clusters Score -3881680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3881679.750000 Penalty: 5177.679199
	Iteration 25F: 3 clusters Score -3881680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 180445 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Entering Unmasked Estep 
Score: -133382856.000000 Penalty: 104007.382812
Splitting cluster 12 changes total score from -133308528.000000 to -133382856.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (180445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180445 members 
Entering Unmasked Estep 
Score: -21266496.000000 Penalty: 3001.588867
	Iteration 0F: 2 clusters Score -2.12665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -21147080.000000 Penalty: 6003.177734
	Iteration 0F: 3 clusters Score -2.114708e+07 nChanged 86857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -21198060.000000 Penalty: 6003.177734
	Iteration 1F: 3 clusters Score -2.119806e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 90344 members 
Entering Unmasked Estep 
Score: -21199252.000000 Penalty: 6003.177734
	Iteration 2Q: 3 clusters Score -2.119925e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -21201078.000000 Penalty: 6003.177734
	Iteration 3Q: 3 clusters Score -2.120108e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -21203678.000000 Penalty: 6003.177734
	Iteration 4Q: 3 clusters Score -2.120368e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 90274 members 
Entering Unmasked Estep 
Score: -21207748.000000 Penalty: 6003.177734
	Iteration 5Q: 3 clusters Score -2.120775e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -21213234.000000 Penalty: 6003.177734
	Iteration 6F: 3 clusters Score -2.121323e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -21220572.000000 Penalty: 6003.177734
	Iteration 7F: 3 clusters Score -2.122057e+07 nChanged 11908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -21228800.000000 Penalty: 6003.177734
	Iteration 8F: 3 clusters Score -2.12288e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -21237572.000000 Penalty: 6003.177734
	Iteration 9F: 3 clusters Score -2.123757e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98523 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -21244988.000000 Penalty: 6003.177734
	Iteration 10F: 3 clusters Score -2.124499e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -21250010.000000 Penalty: 6003.177734
	Iteration 11Q: 3 clusters Score -2.125001e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -21252414.000000 Penalty: 6003.177734
	Iteration 12Q: 3 clusters Score -2.125241e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -21253544.000000 Penalty: 6003.177734
	Iteration 13Q: 3 clusters Score -2.125354e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103617 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -21254198.000000 Penalty: 6003.177734
	Iteration 14Q: 3 clusters Score -2.12542e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -21254532.000000 Penalty: 6003.177734
	Iteration 15Q: 3 clusters Score -2.125453e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
Score: -21254884.000000 Penalty: 6003.177734
	Iteration 16Q: 3 clusters Score -2.125488e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -21255122.000000 Penalty: 6003.177734
	Iteration 17Q: 3 clusters Score -2.125512e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107570 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -21255384.000000 Penalty: 6003.177734
	Iteration 18Q: 3 clusters Score -2.125538e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -21255550.000000 Penalty: 6003.177734
	Iteration 19Q: 3 clusters Score -2.125555e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -21255612.000000 Penalty: 6003.177734
	Iteration 20F: 3 clusters Score -2.125561e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110287 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -21255760.000000 Penalty: 6003.177734
	Iteration 21Q: 3 clusters Score -2.125576e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111123 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -21255846.000000 Penalty: 6003.177734
	Iteration 22Q: 3 clusters Score -2.125585e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111948 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -21255940.000000 Penalty: 6003.177734
	Iteration 23Q: 3 clusters Score -2.125594e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112736 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -21255958.000000 Penalty: 6003.177734
	Iteration 24Q: 3 clusters Score -2.125596e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113547 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
Score: -21256012.000000 Penalty: 6003.177734
	Iteration 25Q: 3 clusters Score -2.125601e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114377 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -21256118.000000 Penalty: 6003.177734
	Iteration 26Q: 3 clusters Score -2.125612e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -21256126.000000 Penalty: 6003.177734
	Iteration 27Q: 3 clusters Score -2.125613e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -21256188.000000 Penalty: 6003.177734
	Iteration 28Q: 3 clusters Score -2.125619e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116936 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -21256288.000000 Penalty: 6003.177734
	Iteration 29Q: 3 clusters Score -2.125629e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117816 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -21256314.000000 Penalty: 6003.177734
	Iteration 30Q: 3 clusters Score -2.125631e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -21256280.000000 Penalty: 6003.177734
	Iteration 31Q: 3 clusters Score -2.125628e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119576 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -21256392.000000 Penalty: 6003.177734
	Iteration 32Q: 3 clusters Score -2.125639e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120484 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -21256482.000000 Penalty: 6003.177734
	Iteration 33Q: 3 clusters Score -2.125648e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121391 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -21256572.000000 Penalty: 6003.177734
	Iteration 34Q: 3 clusters Score -2.125657e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122337 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -21256612.000000 Penalty: 6003.177734
	Iteration 35Q: 3 clusters Score -2.125661e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123278 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -21256702.000000 Penalty: 6003.177734
	Iteration 36Q: 3 clusters Score -2.12567e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124244 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -21256760.000000 Penalty: 6003.177734
	Iteration 37Q: 3 clusters Score -2.125676e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125275 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -21256852.000000 Penalty: 6003.177734
	Iteration 38Q: 3 clusters Score -2.125685e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126331 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -21257080.000000 Penalty: 6003.177734
	Iteration 39Q: 3 clusters Score -2.125708e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -21257182.000000 Penalty: 6003.177734
	Iteration 40F: 3 clusters Score -2.125718e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128392 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -21257378.000000 Penalty: 6003.177734
	Iteration 41Q: 3 clusters Score -2.125738e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129410 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -21257530.000000 Penalty: 6003.177734
	Iteration 42Q: 3 clusters Score -2.125753e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130427 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -21257522.000000 Penalty: 6003.177734
	Iteration 43Q: 3 clusters Score -2.125752e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131480 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -21257694.000000 Penalty: 6003.177734
	Iteration 44Q: 3 clusters Score -2.125769e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132579 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -21257784.000000 Penalty: 6003.177734
	Iteration 45Q: 3 clusters Score -2.125778e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -21257896.000000 Penalty: 6003.177734
	Iteration 46Q: 3 clusters Score -2.12579e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134781 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -21257930.000000 Penalty: 6003.177734
	Iteration 47Q: 3 clusters Score -2.125793e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135855 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -21258178.000000 Penalty: 6003.177734
	Iteration 48Q: 3 clusters Score -2.125818e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136988 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -21258392.000000 Penalty: 6003.177734
	Iteration 49Q: 3 clusters Score -2.125839e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138131 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -21258620.000000 Penalty: 6003.177734
	Iteration 50Q: 3 clusters Score -2.125862e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -21258850.000000 Penalty: 6003.177734
	Iteration 51Q: 3 clusters Score -2.125885e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140498 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -21259024.000000 Penalty: 6003.177734
	Iteration 52Q: 3 clusters Score -2.125902e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141763 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -21259296.000000 Penalty: 6003.177734
	Iteration 53Q: 3 clusters Score -2.12593e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143098 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -21259480.000000 Penalty: 6003.177734
	Iteration 54Q: 3 clusters Score -2.125948e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144499 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -21259806.000000 Penalty: 6003.177734
	Iteration 55Q: 3 clusters Score -2.125981e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145937 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -21260020.000000 Penalty: 6003.177734
	Iteration 56Q: 3 clusters Score -2.126002e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147429 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -21260286.000000 Penalty: 6003.177734
	Iteration 57Q: 3 clusters Score -2.126029e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148877 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -21260584.000000 Penalty: 6003.177734
	Iteration 58Q: 3 clusters Score -2.126058e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150354 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -21260830.000000 Penalty: 6003.177734
	Iteration 59Q: 3 clusters Score -2.126083e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151867 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -21261110.000000 Penalty: 6003.177734
	Iteration 60F: 3 clusters Score -2.126111e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -21261604.000000 Penalty: 6003.177734
	Iteration 61Q: 3 clusters Score -2.12616e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -21262038.000000 Penalty: 6003.177734
	Iteration 62Q: 3 clusters Score -2.126204e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156749 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -21262358.000000 Penalty: 6003.177734
	Iteration 63Q: 3 clusters Score -2.126236e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -21262764.000000 Penalty: 6003.177734
	Iteration 64Q: 3 clusters Score -2.126276e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159856 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -21263154.000000 Penalty: 6003.177734
	Iteration 65Q: 3 clusters Score -2.126315e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -21263514.000000 Penalty: 6003.177734
	Iteration 66Q: 3 clusters Score -2.126351e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162741 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -21263924.000000 Penalty: 6003.177734
	Iteration 67Q: 3 clusters Score -2.126392e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164084 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -21264344.000000 Penalty: 6003.177734
	Iteration 68Q: 3 clusters Score -2.126434e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165314 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -21264632.000000 Penalty: 6003.177734
	Iteration 69Q: 3 clusters Score -2.126463e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166433 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -21264976.000000 Penalty: 6003.177734
	Iteration 70Q: 3 clusters Score -2.126498e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -21265326.000000 Penalty: 6003.177734
	Iteration 71Q: 3 clusters Score -2.126533e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168374 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -21265508.000000 Penalty: 6003.177734
	Iteration 72Q: 3 clusters Score -2.126551e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169150 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -21265614.000000 Penalty: 6003.177734
	Iteration 73Q: 3 clusters Score -2.126561e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169864 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -21265860.000000 Penalty: 6003.177734
	Iteration 74Q: 3 clusters Score -2.126586e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170503 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -21265980.000000 Penalty: 6003.177734
	Iteration 75Q: 3 clusters Score -2.126598e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171093 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -21266134.000000 Penalty: 6003.177734
	Iteration 76Q: 3 clusters Score -2.126613e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171650 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -21266402.000000 Penalty: 6003.177734
	Iteration 77Q: 3 clusters Score -2.12664e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -21266578.000000 Penalty: 6003.177734
	Iteration 78Q: 3 clusters Score -2.126658e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172583 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -21266606.000000 Penalty: 6003.177734
	Iteration 79Q: 3 clusters Score -2.126661e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172918 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -21266576.000000 Penalty: 6003.177734
	Iteration 80F: 3 clusters Score -2.126658e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173191 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -21266660.000000 Penalty: 6003.177734
	Iteration 81Q: 3 clusters Score -2.126666e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173399 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -21266688.000000 Penalty: 6003.177734
	Iteration 82Q: 3 clusters Score -2.126669e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173583 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -21266710.000000 Penalty: 6003.177734
	Iteration 83Q: 3 clusters Score -2.126671e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173775 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -21266764.000000 Penalty: 6003.177734
	Iteration 84Q: 3 clusters Score -2.126676e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173960 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -21266820.000000 Penalty: 6003.177734
	Iteration 85Q: 3 clusters Score -2.126682e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174126 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -21266866.000000 Penalty: 6003.177734
	Iteration 86Q: 3 clusters Score -2.126687e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174261 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -21266862.000000 Penalty: 6003.177734
	Iteration 87Q: 3 clusters Score -2.126686e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174379 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -21266880.000000 Penalty: 6003.177734
	Iteration 88Q: 3 clusters Score -2.126688e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174467 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -21266894.000000 Penalty: 6003.177734
	Iteration 89Q: 3 clusters Score -2.126689e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174554 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -21266886.000000 Penalty: 6003.177734
	Iteration 90Q: 3 clusters Score -2.126689e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174626 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -21266874.000000 Penalty: 6003.177734
	Iteration 91Q: 3 clusters Score -2.126687e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174687 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -21266870.000000 Penalty: 6003.177734
	Iteration 92Q: 3 clusters Score -2.126687e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174737 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -21266852.000000 Penalty: 6003.177734
	Iteration 93Q: 3 clusters Score -2.126685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -21266846.000000 Penalty: 6003.177734
	Iteration 94Q: 3 clusters Score -2.126685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174807 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -21266834.000000 Penalty: 6003.177734
	Iteration 95Q: 3 clusters Score -2.126683e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174838 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -21266846.000000 Penalty: 6003.177734
	Iteration 96Q: 3 clusters Score -2.126685e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174871 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -21266838.000000 Penalty: 6003.177734
	Iteration 97Q: 3 clusters Score -2.126684e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174898 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -21266838.000000 Penalty: 6003.177734
	Iteration 98Q: 3 clusters Score -2.126684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174923 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -21266826.000000 Penalty: 6003.177734
	Iteration 99Q: 3 clusters Score -2.126683e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174948 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -21266846.000000 Penalty: 6003.177734
	Iteration 100F: 3 clusters Score -2.126685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174969 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -21266828.000000 Penalty: 6003.177734
	Iteration 101Q: 3 clusters Score -2.126683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174990 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -21266818.000000 Penalty: 6003.177734
	Iteration 102Q: 3 clusters Score -2.126682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175008 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -21266806.000000 Penalty: 6003.177734
	Iteration 103Q: 3 clusters Score -2.126681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175024 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -21266816.000000 Penalty: 6003.177734
	Iteration 104Q: 3 clusters Score -2.126682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175040 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -21266838.000000 Penalty: 6003.177734
	Iteration 105Q: 3 clusters Score -2.126684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175056 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -21266844.000000 Penalty: 6003.177734
	Iteration 106Q: 3 clusters Score -2.126684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175066 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -21266850.000000 Penalty: 6003.177734
	Iteration 107Q: 3 clusters Score -2.126685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175073 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -21266836.000000 Penalty: 6003.177734
	Iteration 108Q: 3 clusters Score -2.126684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175080 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -21266838.000000 Penalty: 6003.177734
	Iteration 109Q: 3 clusters Score -2.126684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175085 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -21266844.000000 Penalty: 6003.177734
	Iteration 110Q: 3 clusters Score -2.126684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175089 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -21266844.000000 Penalty: 6003.177734
	Iteration 111Q: 3 clusters Score -2.126684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175093 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -21266840.000000 Penalty: 6003.177734
	Iteration 112Q: 3 clusters Score -2.126684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175095 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -21266848.000000 Penalty: 6003.177734
	Iteration 113Q: 3 clusters Score -2.126685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175097 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -21266838.000000 Penalty: 6003.177734
	Iteration 114Q: 3 clusters Score -2.126684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175099 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -21266842.000000 Penalty: 6003.177734
	Iteration 115Q: 3 clusters Score -2.126684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175102 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -21266842.000000 Penalty: 6003.177734
	Iteration 116Q: 3 clusters Score -2.126684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -21266840.000000 Penalty: 6003.177734
	Iteration 117Q: 3 clusters Score -2.126684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -21266840.000000 Penalty: 6003.177734
	Iteration 118F: 3 clusters Score -2.126684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Mstep: Class 31 contains 5341 members 
Entering Unmasked Estep 
Score: -133382664.000000 Penalty: 107474.289062
Splitting cluster 13 changes total score from -133308528.000000 to -133382664.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (78205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Entering Unmasked Estep 
Score: -9281157.000000 Penalty: 2794.238037
	Iteration 0F: 2 clusters Score -9281157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -9228905.000000 Penalty: 5588.476074
	Iteration 0F: 3 clusters Score -9228905 nChanged 36757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -9249557.000000 Penalty: 5588.476074
	Iteration 1F: 3 clusters Score -9249557 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -9251042.000000 Penalty: 5588.476074
	Iteration 2Q: 3 clusters Score -9251042 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -9253474.000000 Penalty: 5588.476074
	Iteration 3Q: 3 clusters Score -9253474 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -9258115.000000 Penalty: 5588.476074
	Iteration 4F: 3 clusters Score -9258115 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -9267262.000000 Penalty: 5588.476074
	Iteration 5F: 3 clusters Score -9267262 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -9278210.000000 Penalty: 5588.476074
	Iteration 6F: 3 clusters Score -9278210 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -9284840.000000 Penalty: 5588.476074
	Iteration 7F: 3 clusters Score -9284840 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -9287193.000000 Penalty: 5588.476074
	Iteration 8F: 3 clusters Score -9287193 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -9287915.000000 Penalty: 5588.476074
	Iteration 9Q: 3 clusters Score -9287915 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -9288111.000000 Penalty: 5588.476074
	Iteration 10Q: 3 clusters Score -9288111 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -9288182.000000 Penalty: 5588.476074
	Iteration 11Q: 3 clusters Score -9288182 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -9288302.000000 Penalty: 5588.476074
	Iteration 12Q: 3 clusters Score -9288302 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -9288328.000000 Penalty: 5588.476074
	Iteration 13Q: 3 clusters Score -9288328 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -9288383.000000 Penalty: 5588.476074
	Iteration 14Q: 3 clusters Score -9288383 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -9288395.000000 Penalty: 5588.476074
	Iteration 15Q: 3 clusters Score -9288395 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -9288417.000000 Penalty: 5588.476074
	Iteration 16Q: 3 clusters Score -9288417 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -9288386.000000 Penalty: 5588.476074
	Iteration 17Q: 3 clusters Score -9288386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -9288378.000000 Penalty: 5588.476074
	Iteration 18Q: 3 clusters Score -9288378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -9288379.000000 Penalty: 5588.476074
	Iteration 19Q: 3 clusters Score -9288379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -9288397.000000 Penalty: 5588.476074
	Iteration 20F: 3 clusters Score -9288397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -9288401.000000 Penalty: 5588.476074
	Iteration 21Q: 3 clusters Score -9288401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -9288392.000000 Penalty: 5588.476074
	Iteration 22Q: 3 clusters Score -9288392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -9288404.000000 Penalty: 5588.476074
	Iteration 23Q: 3 clusters Score -9288404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -9288415.000000 Penalty: 5588.476074
	Iteration 24Q: 3 clusters Score -9288415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -9288437.000000 Penalty: 5588.476074
	Iteration 25Q: 3 clusters Score -9288437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -9288440.000000 Penalty: 5588.476074
	Iteration 26Q: 3 clusters Score -9288440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -9288438.000000 Penalty: 5588.476074
	Iteration 27Q: 3 clusters Score -9288438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -9288432.000000 Penalty: 5588.476074
	Iteration 28Q: 3 clusters Score -9288432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -9288438.000000 Penalty: 5588.476074
	Iteration 29Q: 3 clusters Score -9288438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -9288430.000000 Penalty: 5588.476074
	Iteration 30Q: 3 clusters Score -9288430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -9288435.000000 Penalty: 5588.476074
	Iteration 31Q: 3 clusters Score -9288435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -9288427.000000 Penalty: 5588.476074
	Iteration 32Q: 3 clusters Score -9288427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -9288426.000000 Penalty: 5588.476074
	Iteration 33Q: 3 clusters Score -9288426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -9288434.000000 Penalty: 5588.476074
	Iteration 34Q: 3 clusters Score -9288434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -9288419.000000 Penalty: 5588.476074
	Iteration 35Q: 3 clusters Score -9288419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -9288416.000000 Penalty: 5588.476074
	Iteration 36Q: 3 clusters Score -9288416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -9288414.000000 Penalty: 5588.476074
	Iteration 37Q: 3 clusters Score -9288414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -9288422.000000 Penalty: 5588.476074
	Iteration 38Q: 3 clusters Score -9288422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -9288408.000000 Penalty: 5588.476074
	Iteration 39Q: 3 clusters Score -9288408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -9288402.000000 Penalty: 5588.476074
	Iteration 40F: 3 clusters Score -9288402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -9288405.000000 Penalty: 5588.476074
	Iteration 41Q: 3 clusters Score -9288405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -9288409.000000 Penalty: 5588.476074
	Iteration 42Q: 3 clusters Score -9288409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -9288415.000000 Penalty: 5588.476074
	Iteration 43Q: 3 clusters Score -9288415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -9288416.000000 Penalty: 5588.476074
	Iteration 44Q: 3 clusters Score -9288416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -9288418.000000 Penalty: 5588.476074
	Iteration 45Q: 3 clusters Score -9288418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -9288418.000000 Penalty: 5588.476074
	Iteration 46F: 3 clusters Score -9288418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 54281 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 23924 members 
Entering Unmasked Estep 
Score: -133389032.000000 Penalty: 110941.203125
Splitting cluster 14 changes total score from -133308528.000000 to -133389032.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (16085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Entering Unmasked Estep 
Score: -2181024.500000 Penalty: 2402.039307
	Iteration 0F: 2 clusters Score -2181024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2170211.250000 Penalty: 4804.078613
	Iteration 0F: 3 clusters Score -2170211 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2184809.750000 Penalty: 4804.078613
	Iteration 1F: 3 clusters Score -2184810 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2190911.000000 Penalty: 4804.078613
	Iteration 2F: 3 clusters Score -2190911 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2193160.250000 Penalty: 4804.078613
	Iteration 3F: 3 clusters Score -2193160 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2193911.750000 Penalty: 4804.078613
	Iteration 4Q: 3 clusters Score -2193912 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2194261.000000 Penalty: 4804.078613
	Iteration 5Q: 3 clusters Score -2194261 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2194438.750000 Penalty: 4804.078613
	Iteration 6Q: 3 clusters Score -2194439 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2194601.750000 Penalty: 4804.078613
	Iteration 7Q: 3 clusters Score -2194602 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2194740.500000 Penalty: 4804.078613
	Iteration 8Q: 3 clusters Score -2194740 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2194850.500000 Penalty: 4804.078613
	Iteration 9Q: 3 clusters Score -2194850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2194963.250000 Penalty: 4804.078613
	Iteration 10Q: 3 clusters Score -2194963 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2195054.000000 Penalty: 4804.078613
	Iteration 11Q: 3 clusters Score -2195054 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2195120.500000 Penalty: 4804.078613
	Iteration 12Q: 3 clusters Score -2195120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2195171.500000 Penalty: 4804.078613
	Iteration 13Q: 3 clusters Score -2195172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2195264.250000 Penalty: 4804.078613
	Iteration 14Q: 3 clusters Score -2195264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2195297.000000 Penalty: 4804.078613
	Iteration 15Q: 3 clusters Score -2195297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2195359.000000 Penalty: 4804.078613
	Iteration 16Q: 3 clusters Score -2195359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2195390.750000 Penalty: 4804.078613
	Iteration 17Q: 3 clusters Score -2195391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2195420.250000 Penalty: 4804.078613
	Iteration 18Q: 3 clusters Score -2195420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2195437.000000 Penalty: 4804.078613
	Iteration 19Q: 3 clusters Score -2195437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2195481.250000 Penalty: 4804.078613
	Iteration 20F: 3 clusters Score -2195481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2195510.250000 Penalty: 4804.078613
	Iteration 21Q: 3 clusters Score -2195510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2195543.500000 Penalty: 4804.078613
	Iteration 22Q: 3 clusters Score -2195544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2195555.750000 Penalty: 4804.078613
	Iteration 23Q: 3 clusters Score -2195556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2195595.750000 Penalty: 4804.078613
	Iteration 24Q: 3 clusters Score -2195596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2195613.500000 Penalty: 4804.078613
	Iteration 25Q: 3 clusters Score -2195614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2195655.500000 Penalty: 4804.078613
	Iteration 26Q: 3 clusters Score -2195656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2195663.750000 Penalty: 4804.078613
	Iteration 27Q: 3 clusters Score -2195664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2195675.500000 Penalty: 4804.078613
	Iteration 28Q: 3 clusters Score -2195676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2195662.500000 Penalty: 4804.078613
	Iteration 29Q: 3 clusters Score -2195662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2195733.000000 Penalty: 4804.078613
	Iteration 30Q: 3 clusters Score -2195733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2195767.250000 Penalty: 4804.078613
	Iteration 31Q: 3 clusters Score -2195767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2195766.750000 Penalty: 4804.078613
	Iteration 32Q: 3 clusters Score -2195767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2195859.500000 Penalty: 4804.078613
	Iteration 33Q: 3 clusters Score -2195860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2195924.000000 Penalty: 4804.078613
	Iteration 34Q: 3 clusters Score -2195924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2196034.250000 Penalty: 4804.078613
	Iteration 35Q: 3 clusters Score -2196034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2196238.000000 Penalty: 4804.078613
	Iteration 36Q: 3 clusters Score -2196238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2196482.000000 Penalty: 4804.078613
	Iteration 37Q: 3 clusters Score -2196482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2196535.500000 Penalty: 4804.078613
	Iteration 38Q: 3 clusters Score -2196536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2196574.750000 Penalty: 4804.078613
	Iteration 39Q: 3 clusters Score -2196575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2196572.750000 Penalty: 4804.078613
	Iteration 40F: 3 clusters Score -2196573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2196586.500000 Penalty: 4804.078613
	Iteration 41Q: 3 clusters Score -2196586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2196602.250000 Penalty: 4804.078613
	Iteration 42Q: 3 clusters Score -2196602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2196618.750000 Penalty: 4804.078613
	Iteration 43Q: 3 clusters Score -2196619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2196632.750000 Penalty: 4804.078613
	Iteration 44Q: 3 clusters Score -2196633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2196626.750000 Penalty: 4804.078613
	Iteration 45Q: 3 clusters Score -2196627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2196621.750000 Penalty: 4804.078613
	Iteration 46Q: 3 clusters Score -2196622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2196644.750000 Penalty: 4804.078613
	Iteration 47Q: 3 clusters Score -2196645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2196641.500000 Penalty: 4804.078613
	Iteration 48Q: 3 clusters Score -2196642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2196633.250000 Penalty: 4804.078613
	Iteration 49Q: 3 clusters Score -2196633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2196645.250000 Penalty: 4804.078613
	Iteration 50Q: 3 clusters Score -2196645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2196665.000000 Penalty: 4804.078613
	Iteration 51Q: 3 clusters Score -2196665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2196645.250000 Penalty: 4804.078613
	Iteration 52Q: 3 clusters Score -2196645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2196662.000000 Penalty: 4804.078613
	Iteration 53Q: 3 clusters Score -2196662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2196664.250000 Penalty: 4804.078613
	Iteration 54Q: 3 clusters Score -2196664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2196671.750000 Penalty: 4804.078613
	Iteration 55Q: 3 clusters Score -2196672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2196674.750000 Penalty: 4804.078613
	Iteration 56Q: 3 clusters Score -2196675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2196678.250000 Penalty: 4804.078613
	Iteration 57Q: 3 clusters Score -2196678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2196677.500000 Penalty: 4804.078613
	Iteration 58Q: 3 clusters Score -2196678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2196689.500000 Penalty: 4804.078613
	Iteration 59Q: 3 clusters Score -2196690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2196686.000000 Penalty: 4804.078613
	Iteration 60F: 3 clusters Score -2196686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2196694.000000 Penalty: 4804.078613
	Iteration 61Q: 3 clusters Score -2196694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2196693.500000 Penalty: 4804.078613
	Iteration 62Q: 3 clusters Score -2196694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2196679.000000 Penalty: 4804.078613
	Iteration 63Q: 3 clusters Score -2196679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2196664.250000 Penalty: 4804.078613
	Iteration 64Q: 3 clusters Score -2196664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2196650.750000 Penalty: 4804.078613
	Iteration 65Q: 3 clusters Score -2196651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2196691.250000 Penalty: 4804.078613
	Iteration 66Q: 3 clusters Score -2196691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2196702.250000 Penalty: 4804.078613
	Iteration 67Q: 3 clusters Score -2196702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2196686.500000 Penalty: 4804.078613
	Iteration 68Q: 3 clusters Score -2196686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2196695.500000 Penalty: 4804.078613
	Iteration 69Q: 3 clusters Score -2196696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2196692.500000 Penalty: 4804.078613
	Iteration 70Q: 3 clusters Score -2196692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2196711.250000 Penalty: 4804.078613
	Iteration 71Q: 3 clusters Score -2196711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2196697.250000 Penalty: 4804.078613
	Iteration 72Q: 3 clusters Score -2196697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2196725.500000 Penalty: 4804.078613
	Iteration 73Q: 3 clusters Score -2196726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2196737.000000 Penalty: 4804.078613
	Iteration 74Q: 3 clusters Score -2196737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2196727.000000 Penalty: 4804.078613
	Iteration 75Q: 3 clusters Score -2196727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2196786.250000 Penalty: 4804.078613
	Iteration 76Q: 3 clusters Score -2196786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2196815.500000 Penalty: 4804.078613
	Iteration 77Q: 3 clusters Score -2196816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2196868.000000 Penalty: 4804.078613
	Iteration 78Q: 3 clusters Score -2196868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2196916.500000 Penalty: 4804.078613
	Iteration 79Q: 3 clusters Score -2196916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2196997.250000 Penalty: 4804.078613
	Iteration 80F: 3 clusters Score -2196997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2197091.000000 Penalty: 4804.078613
	Iteration 81Q: 3 clusters Score -2197091 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2197360.750000 Penalty: 4804.078613
	Iteration 82Q: 3 clusters Score -2197361 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2197712.500000 Penalty: 4804.078613
	Iteration 83Q: 3 clusters Score -2197712 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2198204.000000 Penalty: 4804.078613
	Iteration 84Q: 3 clusters Score -2198204 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2198878.500000 Penalty: 4804.078613
	Iteration 85Q: 3 clusters Score -2198878 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2199385.250000 Penalty: 4804.078613
	Iteration 86Q: 3 clusters Score -2199385 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2199676.750000 Penalty: 4804.078613
	Iteration 87Q: 3 clusters Score -2199677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2199836.500000 Penalty: 4804.078613
	Iteration 88Q: 3 clusters Score -2199836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2199914.250000 Penalty: 4804.078613
	Iteration 89Q: 3 clusters Score -2199914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2199950.000000 Penalty: 4804.078613
	Iteration 90Q: 3 clusters Score -2199950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2199972.000000 Penalty: 4804.078613
	Iteration 91Q: 3 clusters Score -2199972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2200010.250000 Penalty: 4804.078613
	Iteration 92Q: 3 clusters Score -2200010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2200006.500000 Penalty: 4804.078613
	Iteration 93Q: 3 clusters Score -2200006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2200092.750000 Penalty: 4804.078613
	Iteration 94Q: 3 clusters Score -2200093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2200181.250000 Penalty: 4804.078613
	Iteration 95Q: 3 clusters Score -2200181 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2200367.250000 Penalty: 4804.078613
	Iteration 96Q: 3 clusters Score -2200367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2200588.500000 Penalty: 4804.078613
	Iteration 97Q: 3 clusters Score -2200588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2200898.000000 Penalty: 4804.078613
	Iteration 98Q: 3 clusters Score -2200898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2201214.250000 Penalty: 4804.078613
	Iteration 99Q: 3 clusters Score -2201214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2202171.500000 Penalty: 4804.078613
	Iteration 100F: 3 clusters Score -2202172 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2202700.250000 Penalty: 4804.078613
	Iteration 101Q: 3 clusters Score -2202700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2202813.750000 Penalty: 4804.078613
	Iteration 102Q: 3 clusters Score -2202814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2202829.500000 Penalty: 4804.078613
	Iteration 103Q: 3 clusters Score -2202830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2202821.250000 Penalty: 4804.078613
	Iteration 104Q: 3 clusters Score -2202821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2202827.750000 Penalty: 4804.078613
	Iteration 105Q: 3 clusters Score -2202828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2202826.250000 Penalty: 4804.078613
	Iteration 106Q: 3 clusters Score -2202826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2202827.250000 Penalty: 4804.078613
	Iteration 107Q: 3 clusters Score -2202827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2202827.250000 Penalty: 4804.078613
	Iteration 108F: 3 clusters Score -2202827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 54281 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 86441 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 23924 members 
Mstep: Class 33 contains 2497 members 
Entering Unmasked Estep 
Score: -133409360.000000 Penalty: 114408.117188
Splitting cluster 15 changes total score from -133308528.000000 to -133409360.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (86441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Entering Unmasked Estep 
Score: -9978464.000000 Penalty: 2819.069824
	Iteration 0F: 2 clusters Score -9978464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -9920737.000000 Penalty: 5638.139648
	Iteration 0F: 3 clusters Score -9920737 nChanged 40496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -9944695.000000 Penalty: 5638.139648
	Iteration 1F: 3 clusters Score -9944695 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -9946632.000000 Penalty: 5638.139648
	Iteration 2Q: 3 clusters Score -9946632 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -9949682.000000 Penalty: 5638.139648
	Iteration 3F: 3 clusters Score -9949682 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -9954585.000000 Penalty: 5638.139648
	Iteration 4F: 3 clusters Score -9954585 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -9960739.000000 Penalty: 5638.139648
	Iteration 5F: 3 clusters Score -9960739 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -9966882.000000 Penalty: 5638.139648
	Iteration 6F: 3 clusters Score -9966882 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -9972093.000000 Penalty: 5638.139648
	Iteration 7F: 3 clusters Score -9972093 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -9976172.000000 Penalty: 5638.139648
	Iteration 8F: 3 clusters Score -9976172 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -9978744.000000 Penalty: 5638.139648
	Iteration 9F: 3 clusters Score -9978744 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -9980344.000000 Penalty: 5638.139648
	Iteration 10Q: 3 clusters Score -9980344 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -9981465.000000 Penalty: 5638.139648
	Iteration 11Q: 3 clusters Score -9981465 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -9982265.000000 Penalty: 5638.139648
	Iteration 12Q: 3 clusters Score -9982265 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -9982738.000000 Penalty: 5638.139648
	Iteration 13Q: 3 clusters Score -9982738 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -9983135.000000 Penalty: 5638.139648
	Iteration 14Q: 3 clusters Score -9983135 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -9983392.000000 Penalty: 5638.139648
	Iteration 15Q: 3 clusters Score -9983392 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -9983642.000000 Penalty: 5638.139648
	Iteration 16Q: 3 clusters Score -9983642 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -9983799.000000 Penalty: 5638.139648
	Iteration 17Q: 3 clusters Score -9983799 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -9984025.000000 Penalty: 5638.139648
	Iteration 18Q: 3 clusters Score -9984025 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -9984229.000000 Penalty: 5638.139648
	Iteration 19Q: 3 clusters Score -9984229 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -9984383.000000 Penalty: 5638.139648
	Iteration 20F: 3 clusters Score -9984383 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -9984563.000000 Penalty: 5638.139648
	Iteration 21Q: 3 clusters Score -9984563 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -9984710.000000 Penalty: 5638.139648
	Iteration 22Q: 3 clusters Score -9984710 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -9984849.000000 Penalty: 5638.139648
	Iteration 23Q: 3 clusters Score -9984849 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -9985040.000000 Penalty: 5638.139648
	Iteration 24Q: 3 clusters Score -9985040 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -9985271.000000 Penalty: 5638.139648
	Iteration 25Q: 3 clusters Score -9985271 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -9985421.000000 Penalty: 5638.139648
	Iteration 26Q: 3 clusters Score -9985421 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -9985607.000000 Penalty: 5638.139648
	Iteration 27Q: 3 clusters Score -9985607 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -9985761.000000 Penalty: 5638.139648
	Iteration 28Q: 3 clusters Score -9985761 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -9985947.000000 Penalty: 5638.139648
	Iteration 29Q: 3 clusters Score -9985947 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -9986161.000000 Penalty: 5638.139648
	Iteration 30Q: 3 clusters Score -9986161 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -9986367.000000 Penalty: 5638.139648
	Iteration 31Q: 3 clusters Score -9986367 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -9986622.000000 Penalty: 5638.139648
	Iteration 32Q: 3 clusters Score -9986622 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -9986895.000000 Penalty: 5638.139648
	Iteration 33Q: 3 clusters Score -9986895 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -9987116.000000 Penalty: 5638.139648
	Iteration 34Q: 3 clusters Score -9987116 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -9987272.000000 Penalty: 5638.139648
	Iteration 35Q: 3 clusters Score -9987272 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -9987487.000000 Penalty: 5638.139648
	Iteration 36Q: 3 clusters Score -9987487 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -9987707.000000 Penalty: 5638.139648
	Iteration 37Q: 3 clusters Score -9987707 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -9987937.000000 Penalty: 5638.139648
	Iteration 38Q: 3 clusters Score -9987937 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -9988126.000000 Penalty: 5638.139648
	Iteration 39Q: 3 clusters Score -9988126 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -9988346.000000 Penalty: 5638.139648
	Iteration 40F: 3 clusters Score -9988346 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -9988625.000000 Penalty: 5638.139648
	Iteration 41Q: 3 clusters Score -9988625 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -9989039.000000 Penalty: 5638.139648
	Iteration 42Q: 3 clusters Score -9989039 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -9989396.000000 Penalty: 5638.139648
	Iteration 43Q: 3 clusters Score -9989396 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -9989681.000000 Penalty: 5638.139648
	Iteration 44Q: 3 clusters Score -9989681 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -9989844.000000 Penalty: 5638.139648
	Iteration 45Q: 3 clusters Score -9989844 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -9989955.000000 Penalty: 5638.139648
	Iteration 46Q: 3 clusters Score -9989955 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
Score: -9989997.000000 Penalty: 5638.139648
	Iteration 47Q: 3 clusters Score -9989997 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -9990062.000000 Penalty: 5638.139648
	Iteration 48Q: 3 clusters Score -9990062 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -9990096.000000 Penalty: 5638.139648
	Iteration 49Q: 3 clusters Score -9990096 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 74018 members 
Entering Unmasked Estep 
Score: -9990114.000000 Penalty: 5638.139648
	Iteration 50Q: 3 clusters Score -9990114 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -9990124.000000 Penalty: 5638.139648
	Iteration 51Q: 3 clusters Score -9990124 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -9990157.000000 Penalty: 5638.139648
	Iteration 52Q: 3 clusters Score -9990157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -9990163.000000 Penalty: 5638.139648
	Iteration 53Q: 3 clusters Score -9990163 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -9990175.000000 Penalty: 5638.139648
	Iteration 54Q: 3 clusters Score -9990175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -9990177.000000 Penalty: 5638.139648
	Iteration 55Q: 3 clusters Score -9990177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -9990185.000000 Penalty: 5638.139648
	Iteration 56Q: 3 clusters Score -9990185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -9990175.000000 Penalty: 5638.139648
	Iteration 57Q: 3 clusters Score -9990175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -9990181.000000 Penalty: 5638.139648
	Iteration 58Q: 3 clusters Score -9990181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -9990182.000000 Penalty: 5638.139648
	Iteration 59Q: 3 clusters Score -9990182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -9990170.000000 Penalty: 5638.139648
	Iteration 60F: 3 clusters Score -9990170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 74738 members 
Entering Unmasked Estep 
Score: -9990158.000000 Penalty: 5638.139648
	Iteration 61Q: 3 clusters Score -9990158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -9990148.000000 Penalty: 5638.139648
	Iteration 62Q: 3 clusters Score -9990148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
Score: -9990161.000000 Penalty: 5638.139648
	Iteration 63Q: 3 clusters Score -9990161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -9990146.000000 Penalty: 5638.139648
	Iteration 64Q: 3 clusters Score -9990146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -9990147.000000 Penalty: 5638.139648
	Iteration 65Q: 3 clusters Score -9990147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -9990155.000000 Penalty: 5638.139648
	Iteration 66Q: 3 clusters Score -9990155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -9990167.000000 Penalty: 5638.139648
	Iteration 67Q: 3 clusters Score -9990167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -9990165.000000 Penalty: 5638.139648
	Iteration 68Q: 3 clusters Score -9990165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -9990166.000000 Penalty: 5638.139648
	Iteration 69Q: 3 clusters Score -9990166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -9990155.000000 Penalty: 5638.139648
	Iteration 70Q: 3 clusters Score -9990155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -9990142.000000 Penalty: 5638.139648
	Iteration 71Q: 3 clusters Score -9990142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -9990144.000000 Penalty: 5638.139648
	Iteration 72Q: 3 clusters Score -9990144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -9990143.000000 Penalty: 5638.139648
	Iteration 73Q: 3 clusters Score -9990143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -9990144.000000 Penalty: 5638.139648
	Iteration 74Q: 3 clusters Score -9990144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -9990144.000000 Penalty: 5638.139648
	Iteration 75Q: 3 clusters Score -9990144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -9990140.000000 Penalty: 5638.139648
	Iteration 76Q: 3 clusters Score -9990140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -9990140.000000 Penalty: 5638.139648
	Iteration 77F: 3 clusters Score -9990140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 54281 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 30173 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 23924 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 74918 members 
Entering Unmasked Estep 
Score: -133421128.000000 Penalty: 117875.031250
Splitting cluster 16 changes total score from -133308528.000000 to -133421128.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (30173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Entering Unmasked Estep 
Score: -3046679.250000 Penalty: 2558.046387
	Iteration 0F: 2 clusters Score -3046679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3026302.500000 Penalty: 5116.092773
	Iteration 0F: 3 clusters Score -3026302 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3036564.750000 Penalty: 5116.092773
	Iteration 1F: 3 clusters Score -3036565 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3039493.250000 Penalty: 5116.092773
	Iteration 2F: 3 clusters Score -3039493 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3042362.250000 Penalty: 5116.092773
	Iteration 3F: 3 clusters Score -3042362 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3044972.500000 Penalty: 5116.092773
	Iteration 4F: 3 clusters Score -3044972 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3047402.250000 Penalty: 5116.092773
	Iteration 5F: 3 clusters Score -3047402 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3049486.000000 Penalty: 5116.092773
	Iteration 6F: 3 clusters Score -3049486 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3050614.500000 Penalty: 5116.092773
	Iteration 7Q: 3 clusters Score -3050614 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3051203.500000 Penalty: 5116.092773
	Iteration 8Q: 3 clusters Score -3051204 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3051548.250000 Penalty: 5116.092773
	Iteration 9Q: 3 clusters Score -3051548 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3051750.500000 Penalty: 5116.092773
	Iteration 10Q: 3 clusters Score -3051750 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3051867.000000 Penalty: 5116.092773
	Iteration 11Q: 3 clusters Score -3051867 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3051913.750000 Penalty: 5116.092773
	Iteration 12Q: 3 clusters Score -3051914 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -3051981.000000 Penalty: 5116.092773
	Iteration 13Q: 3 clusters Score -3051981 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3052020.500000 Penalty: 5116.092773
	Iteration 14Q: 3 clusters Score -3052020 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3052058.500000 Penalty: 5116.092773
	Iteration 15Q: 3 clusters Score -3052058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3052070.250000 Penalty: 5116.092773
	Iteration 16Q: 3 clusters Score -3052070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3052085.500000 Penalty: 5116.092773
	Iteration 17Q: 3 clusters Score -3052086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3052107.500000 Penalty: 5116.092773
	Iteration 18Q: 3 clusters Score -3052108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3052133.750000 Penalty: 5116.092773
	Iteration 19Q: 3 clusters Score -3052134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3052141.500000 Penalty: 5116.092773
	Iteration 20F: 3 clusters Score -3052142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3052132.750000 Penalty: 5116.092773
	Iteration 21Q: 3 clusters Score -3052133 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3052143.750000 Penalty: 5116.092773
	Iteration 22Q: 3 clusters Score -3052144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3052141.250000 Penalty: 5116.092773
	Iteration 23Q: 3 clusters Score -3052141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3052157.750000 Penalty: 5116.092773
	Iteration 24Q: 3 clusters Score -3052158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3052175.500000 Penalty: 5116.092773
	Iteration 25Q: 3 clusters Score -3052176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3052196.250000 Penalty: 5116.092773
	Iteration 26Q: 3 clusters Score -3052196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3052202.500000 Penalty: 5116.092773
	Iteration 27Q: 3 clusters Score -3052202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3052207.000000 Penalty: 5116.092773
	Iteration 28Q: 3 clusters Score -3052207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3052206.500000 Penalty: 5116.092773
	Iteration 29Q: 3 clusters Score -3052206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3052205.500000 Penalty: 5116.092773
	Iteration 30Q: 3 clusters Score -3052206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3052209.750000 Penalty: 5116.092773
	Iteration 31Q: 3 clusters Score -3052210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3052218.250000 Penalty: 5116.092773
	Iteration 32Q: 3 clusters Score -3052218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3052223.500000 Penalty: 5116.092773
	Iteration 33Q: 3 clusters Score -3052224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3052221.000000 Penalty: 5116.092773
	Iteration 34Q: 3 clusters Score -3052221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3052220.250000 Penalty: 5116.092773
	Iteration 35Q: 3 clusters Score -3052220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3052225.250000 Penalty: 5116.092773
	Iteration 36Q: 3 clusters Score -3052225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3052223.250000 Penalty: 5116.092773
	Iteration 37Q: 3 clusters Score -3052223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3052222.250000 Penalty: 5116.092773
	Iteration 38Q: 3 clusters Score -3052222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3052223.750000 Penalty: 5116.092773
	Iteration 39Q: 3 clusters Score -3052224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3052221.750000 Penalty: 5116.092773
	Iteration 40F: 3 clusters Score -3052222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3052221.500000 Penalty: 5116.092773
	Iteration 41Q: 3 clusters Score -3052222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3052220.250000 Penalty: 5116.092773
	Iteration 42Q: 3 clusters Score -3052220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3052221.500000 Penalty: 5116.092773
	Iteration 43Q: 3 clusters Score -3052222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3052223.500000 Penalty: 5116.092773
	Iteration 44Q: 3 clusters Score -3052224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3052225.250000 Penalty: 5116.092773
	Iteration 45Q: 3 clusters Score -3052225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3052225.000000 Penalty: 5116.092773
	Iteration 46Q: 3 clusters Score -3052225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3052227.000000 Penalty: 5116.092773
	Iteration 47Q: 3 clusters Score -3052227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3052226.250000 Penalty: 5116.092773
	Iteration 48Q: 3 clusters Score -3052226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3052224.000000 Penalty: 5116.092773
	Iteration 49Q: 3 clusters Score -3052224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3052224.000000 Penalty: 5116.092773
	Iteration 50F: 3 clusters Score -3052224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 54281 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 23924 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 74918 members 
Mstep: Class 35 contains 22810 members 
Entering Unmasked Estep 
Score: -133425592.000000 Penalty: 121341.945312
Splitting cluster 17 changes total score from -133308528.000000 to -133425592.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (28893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Entering Unmasked Estep 
Score: -3180525.500000 Penalty: 2547.295898
	Iteration 0F: 2 clusters Score -3180526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3161006.250000 Penalty: 5094.591797
	Iteration 0F: 3 clusters Score -3161006 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3170007.750000 Penalty: 5094.591797
	Iteration 1F: 3 clusters Score -3170008 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3173781.500000 Penalty: 5094.591797
	Iteration 2F: 3 clusters Score -3173782 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3178412.000000 Penalty: 5094.591797
	Iteration 3F: 3 clusters Score -3178412 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3183537.000000 Penalty: 5094.591797
	Iteration 4F: 3 clusters Score -3183537 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3187877.750000 Penalty: 5094.591797
	Iteration 5F: 3 clusters Score -3187878 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3189767.750000 Penalty: 5094.591797
	Iteration 6F: 3 clusters Score -3189768 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3190688.500000 Penalty: 5094.591797
	Iteration 7Q: 3 clusters Score -3190688 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3191142.000000 Penalty: 5094.591797
	Iteration 8Q: 3 clusters Score -3191142 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3191472.250000 Penalty: 5094.591797
	Iteration 9Q: 3 clusters Score -3191472 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3191748.750000 Penalty: 5094.591797
	Iteration 10Q: 3 clusters Score -3191749 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3191985.500000 Penalty: 5094.591797
	Iteration 11Q: 3 clusters Score -3191986 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3192203.000000 Penalty: 5094.591797
	Iteration 12Q: 3 clusters Score -3192203 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3192407.750000 Penalty: 5094.591797
	Iteration 13Q: 3 clusters Score -3192408 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3192618.000000 Penalty: 5094.591797
	Iteration 14Q: 3 clusters Score -3192618 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3192831.750000 Penalty: 5094.591797
	Iteration 15Q: 3 clusters Score -3192832 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3193018.750000 Penalty: 5094.591797
	Iteration 16Q: 3 clusters Score -3193019 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3193185.000000 Penalty: 5094.591797
	Iteration 17Q: 3 clusters Score -3193185 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3193311.250000 Penalty: 5094.591797
	Iteration 18Q: 3 clusters Score -3193311 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3193468.250000 Penalty: 5094.591797
	Iteration 19Q: 3 clusters Score -3193468 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3193824.500000 Penalty: 5094.591797
	Iteration 20F: 3 clusters Score -3193824 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3194572.750000 Penalty: 5094.591797
	Iteration 21Q: 3 clusters Score -3194573 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3195758.000000 Penalty: 5094.591797
	Iteration 22Q: 3 clusters Score -3195758 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3196766.750000 Penalty: 5094.591797
	Iteration 23Q: 3 clusters Score -3196767 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3197041.000000 Penalty: 5094.591797
	Iteration 24Q: 3 clusters Score -3197041 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3197119.750000 Penalty: 5094.591797
	Iteration 25Q: 3 clusters Score -3197120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3197140.250000 Penalty: 5094.591797
	Iteration 26Q: 3 clusters Score -3197140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3197149.000000 Penalty: 5094.591797
	Iteration 27Q: 3 clusters Score -3197149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3197150.750000 Penalty: 5094.591797
	Iteration 28Q: 3 clusters Score -3197151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3197151.250000 Penalty: 5094.591797
	Iteration 29Q: 3 clusters Score -3197151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3197166.500000 Penalty: 5094.591797
	Iteration 30Q: 3 clusters Score -3197166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3197165.750000 Penalty: 5094.591797
	Iteration 31Q: 3 clusters Score -3197166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3197171.750000 Penalty: 5094.591797
	Iteration 32Q: 3 clusters Score -3197172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3197169.000000 Penalty: 5094.591797
	Iteration 33Q: 3 clusters Score -3197169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3197169.250000 Penalty: 5094.591797
	Iteration 34Q: 3 clusters Score -3197169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3197169.250000 Penalty: 5094.591797
	Iteration 35Q: 3 clusters Score -3197169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -3197165.500000 Penalty: 5094.591797
	Iteration 36Q: 3 clusters Score -3197166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3197165.000000 Penalty: 5094.591797
	Iteration 37Q: 3 clusters Score -3197165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3197170.750000 Penalty: 5094.591797
	Iteration 38Q: 3 clusters Score -3197171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3197175.250000 Penalty: 5094.591797
	Iteration 39Q: 3 clusters Score -3197175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3197177.000000 Penalty: 5094.591797
	Iteration 40F: 3 clusters Score -3197177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3197179.000000 Penalty: 5094.591797
	Iteration 41Q: 3 clusters Score -3197179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3197180.250000 Penalty: 5094.591797
	Iteration 42Q: 3 clusters Score -3197180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3197183.250000 Penalty: 5094.591797
	Iteration 43Q: 3 clusters Score -3197183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3197183.250000 Penalty: 5094.591797
	Iteration 44F: 3 clusters Score -3197183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 54281 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 288563 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 23924 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 74918 members 
Mstep: Class 35 contains 22810 members 
Mstep: Class 36 contains 9948 members 
Entering Unmasked Estep 
Score: -133440792.000000 Penalty: 124808.851562
Splitting cluster 18 changes total score from -133308528.000000 to -133440792.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (288563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288563 members 
Entering Unmasked Estep 
Score: -33619200.000000 Penalty: 3118.021973
	Iteration 0F: 2 clusters Score -3.36192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144355 members 
Mstep: Class 2 contains 144208 members 
Entering Unmasked Estep 
Score: -33464826.000000 Penalty: 6236.043945
	Iteration 0F: 3 clusters Score -3.346483e+07 nChanged 139797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147418 members 
Mstep: Class 2 contains 141145 members 
Entering Unmasked Estep 
Score: -33548300.000000 Penalty: 6236.043945
	Iteration 1F: 3 clusters Score -3.35483e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 139630 members 
Entering Unmasked Estep 
Score: -33550848.000000 Penalty: 6236.043945
	Iteration 2Q: 3 clusters Score -3.355085e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151242 members 
Mstep: Class 2 contains 137321 members 
Entering Unmasked Estep 
Score: -33554844.000000 Penalty: 6236.043945
	Iteration 3Q: 3 clusters Score -3.355484e+07 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154461 members 
Mstep: Class 2 contains 134102 members 
Entering Unmasked Estep 
Score: -33560468.000000 Penalty: 6236.043945
	Iteration 4Q: 3 clusters Score -3.356047e+07 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158681 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -33567716.000000 Penalty: 6236.043945
	Iteration 5F: 3 clusters Score -3.356772e+07 nChanged 17203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163598 members 
Mstep: Class 2 contains 124965 members 
Entering Unmasked Estep 
Score: -33577424.000000 Penalty: 6236.043945
	Iteration 6F: 3 clusters Score -3.357742e+07 nChanged 18410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168614 members 
Mstep: Class 2 contains 119949 members 
Entering Unmasked Estep 
Score: -33589412.000000 Penalty: 6236.043945
	Iteration 7F: 3 clusters Score -3.358941e+07 nChanged 17816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172608 members 
Mstep: Class 2 contains 115955 members 
Entering Unmasked Estep 
Score: -33600788.000000 Penalty: 6236.043945
	Iteration 8F: 3 clusters Score -3.360079e+07 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175066 members 
Mstep: Class 2 contains 113497 members 
Entering Unmasked Estep 
Score: -33609504.000000 Penalty: 6236.043945
	Iteration 9F: 3 clusters Score -3.36095e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176607 members 
Mstep: Class 2 contains 111956 members 
Entering Unmasked Estep 
Score: -33614604.000000 Penalty: 6236.043945
	Iteration 10Q: 3 clusters Score -3.36146e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177709 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -33616920.000000 Penalty: 6236.043945
	Iteration 11Q: 3 clusters Score -3.361692e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178687 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -33617872.000000 Penalty: 6236.043945
	Iteration 12Q: 3 clusters Score -3.361787e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179436 members 
Mstep: Class 2 contains 109127 members 
Entering Unmasked Estep 
Score: -33618588.000000 Penalty: 6236.043945
	Iteration 13Q: 3 clusters Score -3.361859e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180046 members 
Mstep: Class 2 contains 108517 members 
Entering Unmasked Estep 
Score: -33619240.000000 Penalty: 6236.043945
	Iteration 14Q: 3 clusters Score -3.361924e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180468 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -33620024.000000 Penalty: 6236.043945
	Iteration 15Q: 3 clusters Score -3.362002e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180814 members 
Mstep: Class 2 contains 107749 members 
Entering Unmasked Estep 
Score: -33620872.000000 Penalty: 6236.043945
	Iteration 16Q: 3 clusters Score -3.362087e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181072 members 
Mstep: Class 2 contains 107491 members 
Entering Unmasked Estep 
Score: -33621704.000000 Penalty: 6236.043945
	Iteration 17Q: 3 clusters Score -3.36217e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 107493 members 
Entering Unmasked Estep 
Score: -33622624.000000 Penalty: 6236.043945
	Iteration 18Q: 3 clusters Score -3.362262e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180911 members 
Mstep: Class 2 contains 107652 members 
Entering Unmasked Estep 
Score: -33623852.000000 Penalty: 6236.043945
	Iteration 19Q: 3 clusters Score -3.362385e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 108065 members 
Entering Unmasked Estep 
Score: -33624980.000000 Penalty: 6236.043945
	Iteration 20F: 3 clusters Score -3.362498e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179966 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -33626448.000000 Penalty: 6236.043945
	Iteration 21Q: 3 clusters Score -3.362645e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179186 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -33627656.000000 Penalty: 6236.043945
	Iteration 22Q: 3 clusters Score -3.362766e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178221 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -33629092.000000 Penalty: 6236.043945
	Iteration 23Q: 3 clusters Score -3.362909e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177050 members 
Mstep: Class 2 contains 111513 members 
Entering Unmasked Estep 
Score: -33630368.000000 Penalty: 6236.043945
	Iteration 24Q: 3 clusters Score -3.363037e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175779 members 
Mstep: Class 2 contains 112784 members 
Entering Unmasked Estep 
Score: -33631852.000000 Penalty: 6236.043945
	Iteration 25Q: 3 clusters Score -3.363185e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174414 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -33633128.000000 Penalty: 6236.043945
	Iteration 26Q: 3 clusters Score -3.363313e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172967 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -33634440.000000 Penalty: 6236.043945
	Iteration 27Q: 3 clusters Score -3.363444e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171489 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -33635608.000000 Penalty: 6236.043945
	Iteration 28Q: 3 clusters Score -3.363561e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170011 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -33636848.000000 Penalty: 6236.043945
	Iteration 29Q: 3 clusters Score -3.363685e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168555 members 
Mstep: Class 2 contains 120008 members 
Entering Unmasked Estep 
Score: -33637880.000000 Penalty: 6236.043945
	Iteration 30Q: 3 clusters Score -3.363788e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167052 members 
Mstep: Class 2 contains 121511 members 
Entering Unmasked Estep 
Score: -33638928.000000 Penalty: 6236.043945
	Iteration 31Q: 3 clusters Score -3.363893e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 123065 members 
Entering Unmasked Estep 
Score: -33639804.000000 Penalty: 6236.043945
	Iteration 32Q: 3 clusters Score -3.36398e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163990 members 
Mstep: Class 2 contains 124573 members 
Entering Unmasked Estep 
Score: -33640888.000000 Penalty: 6236.043945
	Iteration 33Q: 3 clusters Score -3.364089e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162510 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -33641908.000000 Penalty: 6236.043945
	Iteration 34Q: 3 clusters Score -3.364191e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161148 members 
Mstep: Class 2 contains 127415 members 
Entering Unmasked Estep 
Score: -33643000.000000 Penalty: 6236.043945
	Iteration 35Q: 3 clusters Score -3.3643e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 128678 members 
Entering Unmasked Estep 
Score: -33644232.000000 Penalty: 6236.043945
	Iteration 36Q: 3 clusters Score -3.364423e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158850 members 
Mstep: Class 2 contains 129713 members 
Entering Unmasked Estep 
Score: -33645092.000000 Penalty: 6236.043945
	Iteration 37Q: 3 clusters Score -3.364509e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158064 members 
Mstep: Class 2 contains 130499 members 
Entering Unmasked Estep 
Score: -33646240.000000 Penalty: 6236.043945
	Iteration 38Q: 3 clusters Score -3.364624e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 131001 members 
Entering Unmasked Estep 
Score: -33647528.000000 Penalty: 6236.043945
	Iteration 39Q: 3 clusters Score -3.364753e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 131262 members 
Entering Unmasked Estep 
Score: -33649540.000000 Penalty: 6236.043945
	Iteration 40F: 3 clusters Score -3.364954e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156965 members 
Mstep: Class 2 contains 131598 members 
Entering Unmasked Estep 
Score: -33651524.000000 Penalty: 6236.043945
	Iteration 41Q: 3 clusters Score -3.365152e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 131821 members 
Entering Unmasked Estep 
Score: -33653868.000000 Penalty: 6236.043945
	Iteration 42Q: 3 clusters Score -3.365387e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156882 members 
Mstep: Class 2 contains 131681 members 
Entering Unmasked Estep 
Score: -33656524.000000 Penalty: 6236.043945
	Iteration 43Q: 3 clusters Score -3.365652e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157161 members 
Mstep: Class 2 contains 131402 members 
Entering Unmasked Estep 
Score: -33658528.000000 Penalty: 6236.043945
	Iteration 44Q: 3 clusters Score -3.365853e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 131215 members 
Entering Unmasked Estep 
Score: -33659940.000000 Penalty: 6236.043945
	Iteration 45Q: 3 clusters Score -3.365994e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157396 members 
Mstep: Class 2 contains 131167 members 
Entering Unmasked Estep 
Score: -33660824.000000 Penalty: 6236.043945
	Iteration 46Q: 3 clusters Score -3.366082e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157298 members 
Mstep: Class 2 contains 131265 members 
Entering Unmasked Estep 
Score: -33661368.000000 Penalty: 6236.043945
	Iteration 47Q: 3 clusters Score -3.366137e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157131 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -33661656.000000 Penalty: 6236.043945
	Iteration 48Q: 3 clusters Score -3.366166e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156824 members 
Mstep: Class 2 contains 131739 members 
Entering Unmasked Estep 
Score: -33661924.000000 Penalty: 6236.043945
	Iteration 49Q: 3 clusters Score -3.366192e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156476 members 
Mstep: Class 2 contains 132087 members 
Entering Unmasked Estep 
Score: -33661932.000000 Penalty: 6236.043945
	Iteration 50Q: 3 clusters Score -3.366193e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 132413 members 
Entering Unmasked Estep 
Score: -33661900.000000 Penalty: 6236.043945
	Iteration 51Q: 3 clusters Score -3.36619e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155830 members 
Mstep: Class 2 contains 132733 members 
Entering Unmasked Estep 
Score: -33661936.000000 Penalty: 6236.043945
	Iteration 52Q: 3 clusters Score -3.366194e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 133047 members 
Entering Unmasked Estep 
Score: -33661980.000000 Penalty: 6236.043945
	Iteration 53Q: 3 clusters Score -3.366198e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155237 members 
Mstep: Class 2 contains 133326 members 
Entering Unmasked Estep 
Score: -33662008.000000 Penalty: 6236.043945
	Iteration 54Q: 3 clusters Score -3.366201e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 133612 members 
Entering Unmasked Estep 
Score: -33661976.000000 Penalty: 6236.043945
	Iteration 55Q: 3 clusters Score -3.366198e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 133863 members 
Entering Unmasked Estep 
Score: -33661980.000000 Penalty: 6236.043945
	Iteration 56Q: 3 clusters Score -3.366198e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154439 members 
Mstep: Class 2 contains 134124 members 
Entering Unmasked Estep 
Score: -33662000.000000 Penalty: 6236.043945
	Iteration 57Q: 3 clusters Score -3.3662e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154178 members 
Mstep: Class 2 contains 134385 members 
Entering Unmasked Estep 
Score: -33662044.000000 Penalty: 6236.043945
	Iteration 58Q: 3 clusters Score -3.366204e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153903 members 
Mstep: Class 2 contains 134660 members 
Entering Unmasked Estep 
Score: -33662064.000000 Penalty: 6236.043945
	Iteration 59Q: 3 clusters Score -3.366206e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 134912 members 
Entering Unmasked Estep 
Score: -33662060.000000 Penalty: 6236.043945
	Iteration 60F: 3 clusters Score -3.366206e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 135152 members 
Entering Unmasked Estep 
Score: -33662100.000000 Penalty: 6236.043945
	Iteration 61Q: 3 clusters Score -3.36621e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153175 members 
Mstep: Class 2 contains 135388 members 
Entering Unmasked Estep 
Score: -33662124.000000 Penalty: 6236.043945
	Iteration 62Q: 3 clusters Score -3.366212e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 135608 members 
Entering Unmasked Estep 
Score: -33662116.000000 Penalty: 6236.043945
	Iteration 63Q: 3 clusters Score -3.366212e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152772 members 
Mstep: Class 2 contains 135791 members 
Entering Unmasked Estep 
Score: -33662180.000000 Penalty: 6236.043945
	Iteration 64Q: 3 clusters Score -3.366218e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152589 members 
Mstep: Class 2 contains 135974 members 
Entering Unmasked Estep 
Score: -33662264.000000 Penalty: 6236.043945
	Iteration 65Q: 3 clusters Score -3.366226e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152408 members 
Mstep: Class 2 contains 136155 members 
Entering Unmasked Estep 
Score: -33662300.000000 Penalty: 6236.043945
	Iteration 66Q: 3 clusters Score -3.36623e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152234 members 
Mstep: Class 2 contains 136329 members 
Entering Unmasked Estep 
Score: -33662288.000000 Penalty: 6236.043945
	Iteration 67Q: 3 clusters Score -3.366229e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152084 members 
Mstep: Class 2 contains 136479 members 
Entering Unmasked Estep 
Score: -33662300.000000 Penalty: 6236.043945
	Iteration 68Q: 3 clusters Score -3.36623e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151936 members 
Mstep: Class 2 contains 136627 members 
Entering Unmasked Estep 
Score: -33662296.000000 Penalty: 6236.043945
	Iteration 69Q: 3 clusters Score -3.36623e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -33662312.000000 Penalty: 6236.043945
	Iteration 70Q: 3 clusters Score -3.366231e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 136947 members 
Entering Unmasked Estep 
Score: -33662328.000000 Penalty: 6236.043945
	Iteration 71Q: 3 clusters Score -3.366233e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151451 members 
Mstep: Class 2 contains 137112 members 
Entering Unmasked Estep 
Score: -33662308.000000 Penalty: 6236.043945
	Iteration 72Q: 3 clusters Score -3.366231e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151299 members 
Mstep: Class 2 contains 137264 members 
Entering Unmasked Estep 
Score: -33662280.000000 Penalty: 6236.043945
	Iteration 73Q: 3 clusters Score -3.366228e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151145 members 
Mstep: Class 2 contains 137418 members 
Entering Unmasked Estep 
Score: -33662316.000000 Penalty: 6236.043945
	Iteration 74Q: 3 clusters Score -3.366232e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Mstep: Class 2 contains 137557 members 
Entering Unmasked Estep 
Score: -33662312.000000 Penalty: 6236.043945
	Iteration 75Q: 3 clusters Score -3.366231e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150883 members 
Mstep: Class 2 contains 137680 members 
Entering Unmasked Estep 
Score: -33662320.000000 Penalty: 6236.043945
	Iteration 76Q: 3 clusters Score -3.366232e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150759 members 
Mstep: Class 2 contains 137804 members 
Entering Unmasked Estep 
Score: -33662328.000000 Penalty: 6236.043945
	Iteration 77Q: 3 clusters Score -3.366233e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150648 members 
Mstep: Class 2 contains 137915 members 
Entering Unmasked Estep 
Score: -33662316.000000 Penalty: 6236.043945
	Iteration 78Q: 3 clusters Score -3.366232e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 138021 members 
Entering Unmasked Estep 
Score: -33662304.000000 Penalty: 6236.043945
	Iteration 79Q: 3 clusters Score -3.36623e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 138108 members 
Entering Unmasked Estep 
Score: -33662280.000000 Penalty: 6236.043945
	Iteration 80F: 3 clusters Score -3.366228e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 138194 members 
Entering Unmasked Estep 
Score: -33662272.000000 Penalty: 6236.043945
	Iteration 81Q: 3 clusters Score -3.366227e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150283 members 
Mstep: Class 2 contains 138280 members 
Entering Unmasked Estep 
Score: -33662320.000000 Penalty: 6236.043945
	Iteration 82Q: 3 clusters Score -3.366232e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150213 members 
Mstep: Class 2 contains 138350 members 
Entering Unmasked Estep 
Score: -33662324.000000 Penalty: 6236.043945
	Iteration 83Q: 3 clusters Score -3.366232e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150150 members 
Mstep: Class 2 contains 138413 members 
Entering Unmasked Estep 
Score: -33662356.000000 Penalty: 6236.043945
	Iteration 84Q: 3 clusters Score -3.366236e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150099 members 
Mstep: Class 2 contains 138464 members 
Entering Unmasked Estep 
Score: -33662360.000000 Penalty: 6236.043945
	Iteration 85Q: 3 clusters Score -3.366236e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150046 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -33662360.000000 Penalty: 6236.043945
	Iteration 86Q: 3 clusters Score -3.366236e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149998 members 
Mstep: Class 2 contains 138565 members 
Entering Unmasked Estep 
Score: -33662372.000000 Penalty: 6236.043945
	Iteration 87Q: 3 clusters Score -3.366237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149970 members 
Mstep: Class 2 contains 138593 members 
Entering Unmasked Estep 
Score: -33662392.000000 Penalty: 6236.043945
	Iteration 88Q: 3 clusters Score -3.366239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149945 members 
Mstep: Class 2 contains 138618 members 
Entering Unmasked Estep 
Score: -33662400.000000 Penalty: 6236.043945
	Iteration 89Q: 3 clusters Score -3.36624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149920 members 
Mstep: Class 2 contains 138643 members 
Entering Unmasked Estep 
Score: -33662416.000000 Penalty: 6236.043945
	Iteration 90Q: 3 clusters Score -3.366242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149905 members 
Mstep: Class 2 contains 138658 members 
Entering Unmasked Estep 
Score: -33662400.000000 Penalty: 6236.043945
	Iteration 91Q: 3 clusters Score -3.36624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149895 members 
Mstep: Class 2 contains 138668 members 
Entering Unmasked Estep 
Score: -33662428.000000 Penalty: 6236.043945
	Iteration 92Q: 3 clusters Score -3.366243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149883 members 
Mstep: Class 2 contains 138680 members 
Entering Unmasked Estep 
Score: -33662436.000000 Penalty: 6236.043945
	Iteration 93Q: 3 clusters Score -3.366244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149871 members 
Mstep: Class 2 contains 138692 members 
Entering Unmasked Estep 
Score: -33662440.000000 Penalty: 6236.043945
	Iteration 94Q: 3 clusters Score -3.366244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149862 members 
Mstep: Class 2 contains 138701 members 
Entering Unmasked Estep 
Score: -33662424.000000 Penalty: 6236.043945
	Iteration 95Q: 3 clusters Score -3.366242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149857 members 
Mstep: Class 2 contains 138706 members 
Entering Unmasked Estep 
Score: -33662444.000000 Penalty: 6236.043945
	Iteration 96Q: 3 clusters Score -3.366244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 138709 members 
Entering Unmasked Estep 
Score: -33662444.000000 Penalty: 6236.043945
	Iteration 97Q: 3 clusters Score -3.366244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149849 members 
Mstep: Class 2 contains 138714 members 
Entering Unmasked Estep 
Score: -33662440.000000 Penalty: 6236.043945
	Iteration 98Q: 3 clusters Score -3.366244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149843 members 
Mstep: Class 2 contains 138720 members 
Entering Unmasked Estep 
Score: -33662412.000000 Penalty: 6236.043945
	Iteration 99Q: 3 clusters Score -3.366241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149838 members 
Mstep: Class 2 contains 138725 members 
Entering Unmasked Estep 
Score: -33662412.000000 Penalty: 6236.043945
	Iteration 100F: 3 clusters Score -3.366241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149829 members 
Mstep: Class 2 contains 138734 members 
Entering Unmasked Estep 
Score: -33662436.000000 Penalty: 6236.043945
	Iteration 101Q: 3 clusters Score -3.366244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149824 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -33662444.000000 Penalty: 6236.043945
	Iteration 102Q: 3 clusters Score -3.366244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149820 members 
Mstep: Class 2 contains 138743 members 
Entering Unmasked Estep 
Score: -33662424.000000 Penalty: 6236.043945
	Iteration 103Q: 3 clusters Score -3.366242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149816 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -33662440.000000 Penalty: 6236.043945
	Iteration 104Q: 3 clusters Score -3.366244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149813 members 
Mstep: Class 2 contains 138750 members 
Entering Unmasked Estep 
Score: -33662436.000000 Penalty: 6236.043945
	Iteration 105Q: 3 clusters Score -3.366244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149810 members 
Mstep: Class 2 contains 138753 members 
Entering Unmasked Estep 
Score: -33662436.000000 Penalty: 6236.043945
	Iteration 106Q: 3 clusters Score -3.366244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149806 members 
Mstep: Class 2 contains 138757 members 
Entering Unmasked Estep 
Score: -33662440.000000 Penalty: 6236.043945
	Iteration 107Q: 3 clusters Score -3.366244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149802 members 
Mstep: Class 2 contains 138761 members 
Entering Unmasked Estep 
Score: -33662432.000000 Penalty: 6236.043945
	Iteration 108Q: 3 clusters Score -3.366243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149801 members 
Mstep: Class 2 contains 138762 members 
Entering Unmasked Estep 
Score: -33662444.000000 Penalty: 6236.043945
	Iteration 109Q: 3 clusters Score -3.366244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149801 members 
Mstep: Class 2 contains 138762 members 
Entering Unmasked Estep 
Score: -33662444.000000 Penalty: 6236.043945
	Iteration 110F: 3 clusters Score -3.366244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 54281 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 149801 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 23924 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 74918 members 
Mstep: Class 35 contains 22810 members 
Mstep: Class 36 contains 9948 members 
Mstep: Class 37 contains 138762 members 
Entering Unmasked Estep 
Score: -133482128.000000 Penalty: 128275.765625
Splitting cluster 19 changes total score from -133308528.000000 to -133482128.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (12201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Entering Unmasked Estep 
Score: -1379216.125000 Penalty: 2333.499756
	Iteration 0F: 2 clusters Score -1379216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1370199.000000 Penalty: 4666.999512
	Iteration 0F: 3 clusters Score -1370199 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1373342.750000 Penalty: 4666.999512
	Iteration 1F: 3 clusters Score -1373343 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1374091.625000 Penalty: 4666.999512
	Iteration 2F: 3 clusters Score -1374092 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1375158.625000 Penalty: 4666.999512
	Iteration 3F: 3 clusters Score -1375159 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1376802.500000 Penalty: 4666.999512
	Iteration 4F: 3 clusters Score -1376802 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1380176.125000 Penalty: 4666.999512
	Iteration 5F: 3 clusters Score -1380176 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1385097.750000 Penalty: 4666.999512
	Iteration 6F: 3 clusters Score -1385098 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1386717.750000 Penalty: 4666.999512
	Iteration 7F: 3 clusters Score -1386718 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1388108.875000 Penalty: 4666.999512
	Iteration 8Q: 3 clusters Score -1388109 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1389273.500000 Penalty: 4666.999512
	Iteration 9Q: 3 clusters Score -1389274 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1390635.625000 Penalty: 4666.999512
	Iteration 10Q: 3 clusters Score -1390636 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1391700.625000 Penalty: 4666.999512
	Iteration 11Q: 3 clusters Score -1391701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1391897.375000 Penalty: 4666.999512
	Iteration 12Q: 3 clusters Score -1391897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1391913.250000 Penalty: 4666.999512
	Iteration 13Q: 3 clusters Score -1391913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1391915.500000 Penalty: 4666.999512
	Iteration 14Q: 3 clusters Score -1391916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1391915.500000 Penalty: 4666.999512
	Iteration 15F: 3 clusters Score -1391916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 54281 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 149801 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 23924 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 74918 members 
Mstep: Class 35 contains 22810 members 
Mstep: Class 36 contains 9948 members 
Mstep: Class 37 contains 138762 members 
Mstep: Class 38 contains 8071 members 
Entering Unmasked Estep 
Score: -133493136.000000 Penalty: 131742.687500
Splitting cluster 20 changes total score from -133308528.000000 to -133493136.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (11275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Entering Unmasked Estep 
Score: -1275502.625000 Penalty: 2313.925049
	Iteration 0F: 2 clusters Score -1275503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1267128.500000 Penalty: 4627.850098
	Iteration 0F: 3 clusters Score -1267128 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1270401.125000 Penalty: 4627.850098
	Iteration 1F: 3 clusters Score -1270401 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1271571.750000 Penalty: 4627.850098
	Iteration 2F: 3 clusters Score -1271572 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1272824.750000 Penalty: 4627.850098
	Iteration 3F: 3 clusters Score -1272825 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1274118.625000 Penalty: 4627.850098
	Iteration 4F: 3 clusters Score -1274119 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1275166.625000 Penalty: 4627.850098
	Iteration 5F: 3 clusters Score -1275167 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1275917.375000 Penalty: 4627.850098
	Iteration 6F: 3 clusters Score -1275917 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1276668.250000 Penalty: 4627.850098
	Iteration 7Q: 3 clusters Score -1276668 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1277744.625000 Penalty: 4627.850098
	Iteration 8Q: 3 clusters Score -1277745 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1278860.000000 Penalty: 4627.850098
	Iteration 9Q: 3 clusters Score -1278860 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1279776.625000 Penalty: 4627.850098
	Iteration 10Q: 3 clusters Score -1279777 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1280497.250000 Penalty: 4627.850098
	Iteration 11Q: 3 clusters Score -1280497 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1281693.875000 Penalty: 4627.850098
	Iteration 12Q: 3 clusters Score -1281694 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1283099.500000 Penalty: 4627.850098
	Iteration 13Q: 3 clusters Score -1283100 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1283338.500000 Penalty: 4627.850098
	Iteration 14Q: 3 clusters Score -1283338 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1283399.000000 Penalty: 4627.850098
	Iteration 15Q: 3 clusters Score -1283399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1283447.750000 Penalty: 4627.850098
	Iteration 16Q: 3 clusters Score -1283448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1283504.125000 Penalty: 4627.850098
	Iteration 17Q: 3 clusters Score -1283504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1283561.750000 Penalty: 4627.850098
	Iteration 18Q: 3 clusters Score -1283562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1283609.625000 Penalty: 4627.850098
	Iteration 19Q: 3 clusters Score -1283610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1283642.500000 Penalty: 4627.850098
	Iteration 20F: 3 clusters Score -1283642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1283657.750000 Penalty: 4627.850098
	Iteration 21Q: 3 clusters Score -1283658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1283672.250000 Penalty: 4627.850098
	Iteration 22Q: 3 clusters Score -1283672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1283674.000000 Penalty: 4627.850098
	Iteration 23Q: 3 clusters Score -1283674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1283683.000000 Penalty: 4627.850098
	Iteration 24Q: 3 clusters Score -1283683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1283685.250000 Penalty: 4627.850098
	Iteration 25Q: 3 clusters Score -1283685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1283687.375000 Penalty: 4627.850098
	Iteration 26Q: 3 clusters Score -1283687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1283690.000000 Penalty: 4627.850098
	Iteration 27Q: 3 clusters Score -1283690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1283687.875000 Penalty: 4627.850098
	Iteration 28Q: 3 clusters Score -1283688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1283692.375000 Penalty: 4627.850098
	Iteration 29Q: 3 clusters Score -1283692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1283694.625000 Penalty: 4627.850098
	Iteration 30Q: 3 clusters Score -1283695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1283692.750000 Penalty: 4627.850098
	Iteration 31Q: 3 clusters Score -1283693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1283693.000000 Penalty: 4627.850098
	Iteration 32Q: 3 clusters Score -1283693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1283693.000000 Penalty: 4627.850098
	Iteration 33F: 3 clusters Score -1283693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 54281 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 149801 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 23924 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 74918 members 
Mstep: Class 35 contains 22810 members 
Mstep: Class 36 contains 9948 members 
Mstep: Class 37 contains 138762 members 
Mstep: Class 38 contains 8071 members 
Mstep: Class 39 contains 5659 members 
Entering Unmasked Estep 
Score: -133500104.000000 Penalty: 135209.593750
Splitting cluster 21 changes total score from -133308528.000000 to -133500104.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 22 (48329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Entering Unmasked Estep 
Score: -5196085.500000 Penalty: 2674.875000
	Iteration 0F: 2 clusters Score -5196086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -5163620.500000 Penalty: 5349.750000
	Iteration 0F: 3 clusters Score -5163620 nChanged 22141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -5177114.500000 Penalty: 5349.750000
	Iteration 1F: 3 clusters Score -5177114 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -5179033.500000 Penalty: 5349.750000
	Iteration 2F: 3 clusters Score -5179034 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5181392.500000 Penalty: 5349.750000
	Iteration 3F: 3 clusters Score -5181392 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -5183818.000000 Penalty: 5349.750000
	Iteration 4F: 3 clusters Score -5183818 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5185731.500000 Penalty: 5349.750000
	Iteration 5F: 3 clusters Score -5185732 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -5187074.000000 Penalty: 5349.750000
	Iteration 6F: 3 clusters Score -5187074 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5188001.500000 Penalty: 5349.750000
	Iteration 7Q: 3 clusters Score -5188002 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5188650.500000 Penalty: 5349.750000
	Iteration 8Q: 3 clusters Score -5188650 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5189267.000000 Penalty: 5349.750000
	Iteration 9Q: 3 clusters Score -5189267 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -5189854.000000 Penalty: 5349.750000
	Iteration 10Q: 3 clusters Score -5189854 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -5190270.000000 Penalty: 5349.750000
	Iteration 11Q: 3 clusters Score -5190270 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5190581.500000 Penalty: 5349.750000
	Iteration 12Q: 3 clusters Score -5190582 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5190795.500000 Penalty: 5349.750000
	Iteration 13Q: 3 clusters Score -5190796 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -5190973.500000 Penalty: 5349.750000
	Iteration 14Q: 3 clusters Score -5190974 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5191178.500000 Penalty: 5349.750000
	Iteration 15Q: 3 clusters Score -5191178 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -5191379.000000 Penalty: 5349.750000
	Iteration 16Q: 3 clusters Score -5191379 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -5191653.500000 Penalty: 5349.750000
	Iteration 17Q: 3 clusters Score -5191654 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -5192017.500000 Penalty: 5349.750000
	Iteration 18Q: 3 clusters Score -5192018 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5192506.000000 Penalty: 5349.750000
	Iteration 19Q: 3 clusters Score -5192506 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5193035.500000 Penalty: 5349.750000
	Iteration 20F: 3 clusters Score -5193036 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -5193564.000000 Penalty: 5349.750000
	Iteration 21Q: 3 clusters Score -5193564 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -5194045.000000 Penalty: 5349.750000
	Iteration 22Q: 3 clusters Score -5194045 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -5194366.000000 Penalty: 5349.750000
	Iteration 23Q: 3 clusters Score -5194366 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -5194568.500000 Penalty: 5349.750000
	Iteration 24Q: 3 clusters Score -5194568 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -5194723.500000 Penalty: 5349.750000
	Iteration 25Q: 3 clusters Score -5194724 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5194867.000000 Penalty: 5349.750000
	Iteration 26Q: 3 clusters Score -5194867 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -5194992.500000 Penalty: 5349.750000
	Iteration 27Q: 3 clusters Score -5194992 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5195151.000000 Penalty: 5349.750000
	Iteration 28Q: 3 clusters Score -5195151 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -5195276.500000 Penalty: 5349.750000
	Iteration 29Q: 3 clusters Score -5195276 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5195403.500000 Penalty: 5349.750000
	Iteration 30Q: 3 clusters Score -5195404 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -5195505.000000 Penalty: 5349.750000
	Iteration 31Q: 3 clusters Score -5195505 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -5195622.500000 Penalty: 5349.750000
	Iteration 32Q: 3 clusters Score -5195622 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -5195702.500000 Penalty: 5349.750000
	Iteration 33Q: 3 clusters Score -5195702 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -5195758.000000 Penalty: 5349.750000
	Iteration 34Q: 3 clusters Score -5195758 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5195814.500000 Penalty: 5349.750000
	Iteration 35Q: 3 clusters Score -5195814 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -5195907.000000 Penalty: 5349.750000
	Iteration 36Q: 3 clusters Score -5195907 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5195950.000000 Penalty: 5349.750000
	Iteration 37Q: 3 clusters Score -5195950 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -5196018.000000 Penalty: 5349.750000
	Iteration 38Q: 3 clusters Score -5196018 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5196045.500000 Penalty: 5349.750000
	Iteration 39Q: 3 clusters Score -5196046 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5196085.500000 Penalty: 5349.750000
	Iteration 40F: 3 clusters Score -5196086 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -5196151.500000 Penalty: 5349.750000
	Iteration 41Q: 3 clusters Score -5196152 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -5196185.500000 Penalty: 5349.750000
	Iteration 42Q: 3 clusters Score -5196186 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5196225.000000 Penalty: 5349.750000
	Iteration 43Q: 3 clusters Score -5196225 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -5196250.500000 Penalty: 5349.750000
	Iteration 44Q: 3 clusters Score -5196250 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -5196280.000000 Penalty: 5349.750000
	Iteration 45Q: 3 clusters Score -5196280 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -5196289.000000 Penalty: 5349.750000
	Iteration 46Q: 3 clusters Score -5196289 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -5196306.000000 Penalty: 5349.750000
	Iteration 47Q: 3 clusters Score -5196306 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -5196319.000000 Penalty: 5349.750000
	Iteration 48Q: 3 clusters Score -5196319 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -5196338.000000 Penalty: 5349.750000
	Iteration 49Q: 3 clusters Score -5196338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -5196376.000000 Penalty: 5349.750000
	Iteration 50Q: 3 clusters Score -5196376 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -5196388.500000 Penalty: 5349.750000
	Iteration 51Q: 3 clusters Score -5196388 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -5196403.500000 Penalty: 5349.750000
	Iteration 52Q: 3 clusters Score -5196404 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -5196391.500000 Penalty: 5349.750000
	Iteration 53Q: 3 clusters Score -5196392 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -5196399.000000 Penalty: 5349.750000
	Iteration 54Q: 3 clusters Score -5196399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5196410.000000 Penalty: 5349.750000
	Iteration 55Q: 3 clusters Score -5196410 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -5196401.000000 Penalty: 5349.750000
	Iteration 56Q: 3 clusters Score -5196401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -5196417.500000 Penalty: 5349.750000
	Iteration 57Q: 3 clusters Score -5196418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5196413.000000 Penalty: 5349.750000
	Iteration 58Q: 3 clusters Score -5196413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -5196433.500000 Penalty: 5349.750000
	Iteration 59Q: 3 clusters Score -5196434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -5196431.500000 Penalty: 5349.750000
	Iteration 60F: 3 clusters Score -5196432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -5196432.500000 Penalty: 5349.750000
	Iteration 61Q: 3 clusters Score -5196432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5196446.500000 Penalty: 5349.750000
	Iteration 62Q: 3 clusters Score -5196446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -5196458.500000 Penalty: 5349.750000
	Iteration 63Q: 3 clusters Score -5196458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -5196456.500000 Penalty: 5349.750000
	Iteration 64Q: 3 clusters Score -5196456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -5196455.000000 Penalty: 5349.750000
	Iteration 65Q: 3 clusters Score -5196455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -5196460.000000 Penalty: 5349.750000
	Iteration 66Q: 3 clusters Score -5196460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -5196459.500000 Penalty: 5349.750000
	Iteration 67Q: 3 clusters Score -5196460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -5196461.000000 Penalty: 5349.750000
	Iteration 68Q: 3 clusters Score -5196461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -5196457.500000 Penalty: 5349.750000
	Iteration 69Q: 3 clusters Score -5196458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5196461.500000 Penalty: 5349.750000
	Iteration 70Q: 3 clusters Score -5196462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5196453.500000 Penalty: 5349.750000
	Iteration 71Q: 3 clusters Score -5196454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -5196451.000000 Penalty: 5349.750000
	Iteration 72Q: 3 clusters Score -5196451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -5196445.500000 Penalty: 5349.750000
	Iteration 73Q: 3 clusters Score -5196446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -5196443.000000 Penalty: 5349.750000
	Iteration 74Q: 3 clusters Score -5196443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -5196445.000000 Penalty: 5349.750000
	Iteration 75Q: 3 clusters Score -5196445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -5196445.000000 Penalty: 5349.750000
	Iteration 76Q: 3 clusters Score -5196445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5196440.000000 Penalty: 5349.750000
	Iteration 77Q: 3 clusters Score -5196440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -5196445.000000 Penalty: 5349.750000
	Iteration 78Q: 3 clusters Score -5196445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -5196454.000000 Penalty: 5349.750000
	Iteration 79Q: 3 clusters Score -5196454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -5196460.500000 Penalty: 5349.750000
	Iteration 80F: 3 clusters Score -5196460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -5196467.500000 Penalty: 5349.750000
	Iteration 81Q: 3 clusters Score -5196468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -5196469.500000 Penalty: 5349.750000
	Iteration 82Q: 3 clusters Score -5196470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -5196468.500000 Penalty: 5349.750000
	Iteration 83Q: 3 clusters Score -5196468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -5196468.500000 Penalty: 5349.750000
	Iteration 84F: 3 clusters Score -5196468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 54281 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 149801 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 22670 members 
Mstep: Class 23 contains 28212 members 
Mstep: Class 24 contains 6548 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 19582 members 
Mstep: Class 29 contains 24288 members 
Mstep: Class 30 contains 8458 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 23924 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 74918 members 
Mstep: Class 35 contains 22810 members 
Mstep: Class 36 contains 9948 members 
Mstep: Class 37 contains 138762 members 
Mstep: Class 38 contains 8071 members 
Mstep: Class 39 contains 5659 members 
Mstep: Class 40 contains 25659 members 
Entering Unmasked Estep 
Score: -133499656.000000 Penalty: 138676.500000
Splitting cluster 22 changes total score from -133308528.000000 to -133499656.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 10 contains 124186 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 175104 members 
Mstep: Class 14 contains 54281 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 149801 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 22670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133544936.000000 Penalty: 138676.500000
Iteration 39Q: 41 clusters Score -1.335449e+08 nChanged 55362
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22964 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 9351 members 
Mstep: Class 5 contains 8247 members 
Mstep: Class 6 contains 5842 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 7090 members 
Mstep: Class 9 contains 16972 members 
Mstep: Class 10 contains 123311 members 
Mstep: Class 11 contains 13866 members 
Mstep: Class 12 contains 27579 members 
Mstep: Class 13 contains 174120 members 
Mstep: Class 14 contains 54126 members 
Mstep: Class 15 contains 13603 members 
Mstep: Class 16 contains 11726 members 
Mstep: Class 17 contains 7600 members 
Mstep: Class 18 contains 18781 members 
Mstep: Class 19 contains 157776 members 
Mstep: Class 20 contains 4512 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 24520 members 
Mstep: Class 23 contains 27588 members 
Mstep: Class 24 contains 6015 members 
Mstep: Class 25 contains 42725 members 
Mstep: Class 26 contains 1699 members 
Mstep: Class 27 contains 28751 members 
Mstep: Class 28 contains 19499 members 
Mstep: Class 29 contains 23664 members 
Mstep: Class 30 contains 8319 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 25968 members 
Mstep: Class 33 contains 2489 members 
Mstep: Class 34 contains 70822 members 
Mstep: Class 35 contains 22396 members 
Mstep: Class 36 contains 9546 members 
Mstep: Class 37 contains 134922 members 
Mstep: Class 38 contains 8031 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 24106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133583408.000000 Penalty: 138676.500000
Iteration 40F: 41 clusters Score -1.335834e+08 nChanged 41682
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22865 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 9090 members 
Mstep: Class 5 contains 9015 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 17364 members 
Mstep: Class 10 contains 115177 members 
Mstep: Class 11 contains 13856 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 173176 members 
Mstep: Class 14 contains 54269 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 11690 members 
Mstep: Class 17 contains 7826 members 
Mstep: Class 18 contains 17844 members 
Mstep: Class 19 contains 159944 members 
Mstep: Class 20 contains 4758 members 
Mstep: Class 21 contains 6115 members 
Mstep: Class 22 contains 24970 members 
Mstep: Class 23 contains 28467 members 
Mstep: Class 24 contains 5807 members 
Mstep: Class 25 contains 42163 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 28352 members 
Mstep: Class 28 contains 19700 members 
Mstep: Class 29 contains 24075 members 
Mstep: Class 30 contains 8379 members 
Mstep: Class 31 contains 5667 members 
Mstep: Class 32 contains 26908 members 
Mstep: Class 33 contains 2666 members 
Mstep: Class 34 contains 69599 members 
Mstep: Class 35 contains 23078 members 
Mstep: Class 36 contains 9423 members 
Mstep: Class 37 contains 138066 members 
Mstep: Class 38 contains 8078 members 
Mstep: Class 39 contains 5192 members 
Mstep: Class 40 contains 25308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133597672.000000 Penalty: 138676.500000
Iteration 41Q: 41 clusters Score -1.335977e+08 nChanged 24953
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 22813 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 8960 members 
Mstep: Class 5 contains 9467 members 
Mstep: Class 6 contains 7067 members 
Mstep: Class 7 contains 1063 members 
Mstep: Class 8 contains 7499 members 
Mstep: Class 9 contains 17705 members 
Mstep: Class 10 contains 108157 members 
Mstep: Class 11 contains 13937 members 
Mstep: Class 12 contains 27228 members 
Mstep: Class 13 contains 172651 members 
Mstep: Class 14 contains 54488 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 8096 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 161732 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 25381 members 
Mstep: Class 23 contains 29085 members 
Mstep: Class 24 contains 5687 members 
Mstep: Class 25 contains 41543 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 27921 members 
Mstep: Class 28 contains 19697 members 
Mstep: Class 29 contains 24116 members 
Mstep: Class 30 contains 8499 members 
Mstep: Class 31 contains 5826 members 
Mstep: Class 32 contains 27501 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 68277 members 
Mstep: Class 35 contains 23467 members 
Mstep: Class 36 contains 9346 members 
Mstep: Class 37 contains 141280 members 
Mstep: Class 38 contains 8156 members 
Mstep: Class 39 contains 5198 members 
Mstep: Class 40 contains 26583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133605992.000000 Penalty: 138676.500000
Iteration 42Q: 41 clusters Score -1.33606e+08 nChanged 19650
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 22801 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 9801 members 
Mstep: Class 6 contains 7754 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 7609 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 101620 members 
Mstep: Class 11 contains 14043 members 
Mstep: Class 12 contains 27161 members 
Mstep: Class 13 contains 172313 members 
Mstep: Class 14 contains 54722 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 11475 members 
Mstep: Class 17 contains 8269 members 
Mstep: Class 18 contains 16682 members 
Mstep: Class 19 contains 163317 members 
Mstep: Class 20 contains 5110 members 
Mstep: Class 21 contains 6423 members 
Mstep: Class 22 contains 25710 members 
Mstep: Class 23 contains 29531 members 
Mstep: Class 24 contains 5603 members 
Mstep: Class 25 contains 40930 members 
Mstep: Class 26 contains 2474 members 
Mstep: Class 27 contains 27527 members 
Mstep: Class 28 contains 19656 members 
Mstep: Class 29 contains 24035 members 
Mstep: Class 30 contains 8623 members 
Mstep: Class 31 contains 5932 members 
Mstep: Class 32 contains 27877 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 67067 members 
Mstep: Class 35 contains 23648 members 
Mstep: Class 36 contains 9324 members 
Mstep: Class 37 contains 144811 members 
Mstep: Class 38 contains 8272 members 
Mstep: Class 39 contains 5150 members 
Mstep: Class 40 contains 27685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133613464.000000 Penalty: 138676.500000
Iteration 43Q: 41 clusters Score -1.336135e+08 nChanged 17039
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22781 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 8856 members 
Mstep: Class 5 contains 10063 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 18226 members 
Mstep: Class 10 contains 95329 members 
Mstep: Class 11 contains 14160 members 
Mstep: Class 12 contains 27121 members 
Mstep: Class 13 contains 172053 members 
Mstep: Class 14 contains 54930 members 
Mstep: Class 15 contains 12638 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 8427 members 
Mstep: Class 18 contains 16319 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 5233 members 
Mstep: Class 21 contains 6577 members 
Mstep: Class 22 contains 25993 members 
Mstep: Class 23 contains 29908 members 
Mstep: Class 24 contains 5509 members 
Mstep: Class 25 contains 40347 members 
Mstep: Class 26 contains 2658 members 
Mstep: Class 27 contains 27154 members 
Mstep: Class 28 contains 19566 members 
Mstep: Class 29 contains 23905 members 
Mstep: Class 30 contains 8707 members 
Mstep: Class 31 contains 5990 members 
Mstep: Class 32 contains 28161 members 
Mstep: Class 33 contains 2772 members 
Mstep: Class 34 contains 65995 members 
Mstep: Class 35 contains 23673 members 
Mstep: Class 36 contains 9316 members 
Mstep: Class 37 contains 148672 members 
Mstep: Class 38 contains 8418 members 
Mstep: Class 39 contains 5073 members 
Mstep: Class 40 contains 28622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133618800.000000 Penalty: 138676.500000
Iteration 44Q: 41 clusters Score -1.336188e+08 nChanged 15536
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22786 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 8829 members 
Mstep: Class 5 contains 10264 members 
Mstep: Class 6 contains 9205 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 18431 members 
Mstep: Class 10 contains 89345 members 
Mstep: Class 11 contains 14278 members 
Mstep: Class 12 contains 27012 members 
Mstep: Class 13 contains 171910 members 
Mstep: Class 14 contains 55113 members 
Mstep: Class 15 contains 12480 members 
Mstep: Class 16 contains 11204 members 
Mstep: Class 17 contains 8554 members 
Mstep: Class 18 contains 16056 members 
Mstep: Class 19 contains 166130 members 
Mstep: Class 20 contains 5329 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 26190 members 
Mstep: Class 23 contains 30168 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 39829 members 
Mstep: Class 26 contains 2817 members 
Mstep: Class 27 contains 26853 members 
Mstep: Class 28 contains 19454 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 8767 members 
Mstep: Class 31 contains 6017 members 
Mstep: Class 32 contains 28377 members 
Mstep: Class 33 contains 2783 members 
Mstep: Class 34 contains 64894 members 
Mstep: Class 35 contains 23641 members 
Mstep: Class 36 contains 9330 members 
Mstep: Class 37 contains 152788 members 
Mstep: Class 38 contains 8547 members 
Mstep: Class 39 contains 5029 members 
Mstep: Class 40 contains 29406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133624216.000000 Penalty: 138676.500000
Iteration 45Q: 41 clusters Score -1.336242e+08 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22777 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 8816 members 
Mstep: Class 5 contains 10442 members 
Mstep: Class 6 contains 9961 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 7844 members 
Mstep: Class 9 contains 18588 members 
Mstep: Class 10 contains 83452 members 
Mstep: Class 11 contains 14395 members 
Mstep: Class 12 contains 26869 members 
Mstep: Class 13 contains 171812 members 
Mstep: Class 14 contains 55272 members 
Mstep: Class 15 contains 12340 members 
Mstep: Class 16 contains 11151 members 
Mstep: Class 17 contains 8658 members 
Mstep: Class 18 contains 15838 members 
Mstep: Class 19 contains 167331 members 
Mstep: Class 20 contains 5412 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 22 contains 26342 members 
Mstep: Class 23 contains 30438 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 39356 members 
Mstep: Class 26 contains 2959 members 
Mstep: Class 27 contains 26580 members 
Mstep: Class 28 contains 19339 members 
Mstep: Class 29 contains 23536 members 
Mstep: Class 30 contains 8811 members 
Mstep: Class 31 contains 6038 members 
Mstep: Class 32 contains 28538 members 
Mstep: Class 33 contains 2792 members 
Mstep: Class 34 contains 63794 members 
Mstep: Class 35 contains 23547 members 
Mstep: Class 36 contains 9335 members 
Mstep: Class 37 contains 157190 members 
Mstep: Class 38 contains 8649 members 
Mstep: Class 39 contains 4988 members 
Mstep: Class 40 contains 30079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133628608.000000 Penalty: 138676.500000
Iteration 46Q: 41 clusters Score -1.336286e+08 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22756 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 8821 members 
Mstep: Class 5 contains 10582 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 7879 members 
Mstep: Class 9 contains 18718 members 
Mstep: Class 10 contains 77565 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 26695 members 
Mstep: Class 13 contains 171719 members 
Mstep: Class 14 contains 55389 members 
Mstep: Class 15 contains 12219 members 
Mstep: Class 16 contains 11166 members 
Mstep: Class 17 contains 8736 members 
Mstep: Class 18 contains 15661 members 
Mstep: Class 19 contains 168537 members 
Mstep: Class 20 contains 5461 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 26507 members 
Mstep: Class 23 contains 30667 members 
Mstep: Class 24 contains 5255 members 
Mstep: Class 25 contains 38895 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 26348 members 
Mstep: Class 28 contains 19240 members 
Mstep: Class 29 contains 23357 members 
Mstep: Class 30 contains 8844 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 28707 members 
Mstep: Class 33 contains 2795 members 
Mstep: Class 34 contains 62622 members 
Mstep: Class 35 contains 23490 members 
Mstep: Class 36 contains 9359 members 
Mstep: Class 37 contains 161759 members 
Mstep: Class 38 contains 8692 members 
Mstep: Class 39 contains 4971 members 
Mstep: Class 40 contains 30671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133632864.000000 Penalty: 138676.500000
Iteration 47Q: 41 clusters Score -1.336329e+08 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22747 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 10668 members 
Mstep: Class 6 contains 11411 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 7908 members 
Mstep: Class 9 contains 18828 members 
Mstep: Class 10 contains 72036 members 
Mstep: Class 11 contains 14608 members 
Mstep: Class 12 contains 26495 members 
Mstep: Class 13 contains 171658 members 
Mstep: Class 14 contains 55493 members 
Mstep: Class 15 contains 12128 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 8818 members 
Mstep: Class 18 contains 15553 members 
Mstep: Class 19 contains 169729 members 
Mstep: Class 20 contains 5493 members 
Mstep: Class 21 contains 7144 members 
Mstep: Class 22 contains 26642 members 
Mstep: Class 23 contains 30876 members 
Mstep: Class 24 contains 5178 members 
Mstep: Class 25 contains 38442 members 
Mstep: Class 26 contains 3175 members 
Mstep: Class 27 contains 26125 members 
Mstep: Class 28 contains 19148 members 
Mstep: Class 29 contains 23188 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 6096 members 
Mstep: Class 32 contains 28873 members 
Mstep: Class 33 contains 2796 members 
Mstep: Class 34 contains 61539 members 
Mstep: Class 35 contains 23388 members 
Mstep: Class 36 contains 9372 members 
Mstep: Class 37 contains 166107 members 
Mstep: Class 38 contains 8709 members 
Mstep: Class 39 contains 4969 members 
Mstep: Class 40 contains 31161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133636776.000000 Penalty: 138676.500000
Iteration 48Q: 41 clusters Score -1.336368e+08 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22754 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 8845 members 
Mstep: Class 5 contains 10730 members 
Mstep: Class 6 contains 12059 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 7929 members 
Mstep: Class 9 contains 18916 members 
Mstep: Class 10 contains 66955 members 
Mstep: Class 11 contains 14730 members 
Mstep: Class 12 contains 26254 members 
Mstep: Class 13 contains 171605 members 
Mstep: Class 14 contains 55564 members 
Mstep: Class 15 contains 12056 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 17 contains 8885 members 
Mstep: Class 18 contains 15462 members 
Mstep: Class 19 contains 170965 members 
Mstep: Class 20 contains 5516 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 26743 members 
Mstep: Class 23 contains 31003 members 
Mstep: Class 24 contains 5129 members 
Mstep: Class 25 contains 37978 members 
Mstep: Class 26 contains 3247 members 
Mstep: Class 27 contains 25951 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 22986 members 
Mstep: Class 30 contains 8884 members 
Mstep: Class 31 contains 6109 members 
Mstep: Class 32 contains 29037 members 
Mstep: Class 33 contains 2798 members 
Mstep: Class 34 contains 60475 members 
Mstep: Class 35 contains 23275 members 
Mstep: Class 36 contains 9382 members 
Mstep: Class 37 contains 170219 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 4974 members 
Mstep: Class 40 contains 31569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133639456.000000 Penalty: 138676.500000
Iteration 49Q: 41 clusters Score -1.336395e+08 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22752 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 8870 members 
Mstep: Class 5 contains 10787 members 
Mstep: Class 6 contains 12731 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 7944 members 
Mstep: Class 9 contains 19000 members 
Mstep: Class 10 contains 62471 members 
Mstep: Class 11 contains 14850 members 
Mstep: Class 12 contains 25988 members 
Mstep: Class 13 contains 171570 members 
Mstep: Class 14 contains 55601 members 
Mstep: Class 15 contains 11996 members 
Mstep: Class 16 contains 11602 members 
Mstep: Class 17 contains 8928 members 
Mstep: Class 18 contains 15409 members 
Mstep: Class 19 contains 172176 members 
Mstep: Class 20 contains 5527 members 
Mstep: Class 21 contains 7403 members 
Mstep: Class 22 contains 26834 members 
Mstep: Class 23 contains 31152 members 
Mstep: Class 24 contains 5098 members 
Mstep: Class 25 contains 37545 members 
Mstep: Class 26 contains 3309 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 18999 members 
Mstep: Class 29 contains 22776 members 
Mstep: Class 30 contains 8893 members 
Mstep: Class 31 contains 6117 members 
Mstep: Class 32 contains 29225 members 
Mstep: Class 33 contains 2797 members 
Mstep: Class 34 contains 59373 members 
Mstep: Class 35 contains 23172 members 
Mstep: Class 36 contains 9384 members 
Mstep: Class 37 contains 173854 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 4980 members 
Mstep: Class 40 contains 31875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133642864.000000 Penalty: 138676.500000
Iteration 50Q: 41 clusters Score -1.336429e+08 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22739 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 8904 members 
Mstep: Class 5 contains 10820 members 
Mstep: Class 6 contains 13341 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 7946 members 
Mstep: Class 9 contains 19079 members 
Mstep: Class 10 contains 58651 members 
Mstep: Class 11 contains 14992 members 
Mstep: Class 12 contains 25733 members 
Mstep: Class 13 contains 171550 members 
Mstep: Class 14 contains 55625 members 
Mstep: Class 15 contains 11932 members 
Mstep: Class 16 contains 11786 members 
Mstep: Class 17 contains 8969 members 
Mstep: Class 18 contains 15375 members 
Mstep: Class 19 contains 173470 members 
Mstep: Class 20 contains 5534 members 
Mstep: Class 21 contains 7519 members 
Mstep: Class 22 contains 26932 members 
Mstep: Class 23 contains 31223 members 
Mstep: Class 24 contains 5079 members 
Mstep: Class 25 contains 37172 members 
Mstep: Class 26 contains 3373 members 
Mstep: Class 27 contains 25590 members 
Mstep: Class 28 contains 18924 members 
Mstep: Class 29 contains 22568 members 
Mstep: Class 30 contains 8902 members 
Mstep: Class 31 contains 6118 members 
Mstep: Class 32 contains 29404 members 
Mstep: Class 33 contains 2796 members 
Mstep: Class 34 contains 58326 members 
Mstep: Class 35 contains 22996 members 
Mstep: Class 36 contains 9380 members 
Mstep: Class 37 contains 176869 members 
Mstep: Class 38 contains 8712 members 
Mstep: Class 39 contains 4979 members 
Mstep: Class 40 contains 32162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133645096.000000 Penalty: 138676.500000
Iteration 51Q: 41 clusters Score -1.336451e+08 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22751 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 8941 members 
Mstep: Class 5 contains 10844 members 
Mstep: Class 6 contains 13865 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 7944 members 
Mstep: Class 9 contains 19140 members 
Mstep: Class 10 contains 55341 members 
Mstep: Class 11 contains 15141 members 
Mstep: Class 12 contains 25482 members 
Mstep: Class 13 contains 171539 members 
Mstep: Class 14 contains 55642 members 
Mstep: Class 15 contains 11874 members 
Mstep: Class 16 contains 11916 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 15350 members 
Mstep: Class 19 contains 174778 members 
Mstep: Class 20 contains 5533 members 
Mstep: Class 21 contains 7636 members 
Mstep: Class 22 contains 27018 members 
Mstep: Class 23 contains 31284 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 36848 members 
Mstep: Class 26 contains 3432 members 
Mstep: Class 27 contains 25418 members 
Mstep: Class 28 contains 18852 members 
Mstep: Class 29 contains 22360 members 
Mstep: Class 30 contains 8910 members 
Mstep: Class 31 contains 6117 members 
Mstep: Class 32 contains 29585 members 
Mstep: Class 33 contains 2798 members 
Mstep: Class 34 contains 57436 members 
Mstep: Class 35 contains 22823 members 
Mstep: Class 36 contains 9384 members 
Mstep: Class 37 contains 179335 members 
Mstep: Class 38 contains 8717 members 
Mstep: Class 39 contains 4977 members 
Mstep: Class 40 contains 32376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133647288.000000 Penalty: 138676.500000
Iteration 52Q: 41 clusters Score -1.336473e+08 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22744 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 8987 members 
Mstep: Class 5 contains 10854 members 
Mstep: Class 6 contains 14273 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 19216 members 
Mstep: Class 10 contains 52469 members 
Mstep: Class 11 contains 15290 members 
Mstep: Class 12 contains 25239 members 
Mstep: Class 13 contains 171532 members 
Mstep: Class 14 contains 55649 members 
Mstep: Class 15 contains 11829 members 
Mstep: Class 16 contains 12011 members 
Mstep: Class 17 contains 9046 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 176138 members 
Mstep: Class 20 contains 5540 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 31322 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 36513 members 
Mstep: Class 26 contains 3479 members 
Mstep: Class 27 contains 25269 members 
Mstep: Class 28 contains 18804 members 
Mstep: Class 29 contains 22155 members 
Mstep: Class 30 contains 8919 members 
Mstep: Class 31 contains 6122 members 
Mstep: Class 32 contains 29776 members 
Mstep: Class 33 contains 2797 members 
Mstep: Class 34 contains 56715 members 
Mstep: Class 35 contains 22662 members 
Mstep: Class 36 contains 9384 members 
Mstep: Class 37 contains 181322 members 
Mstep: Class 38 contains 8720 members 
Mstep: Class 39 contains 4976 members 
Mstep: Class 40 contains 32520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133649584.000000 Penalty: 138676.500000
Iteration 53Q: 41 clusters Score -1.336496e+08 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22721 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 9037 members 
Mstep: Class 5 contains 10864 members 
Mstep: Class 6 contains 14575 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 19290 members 
Mstep: Class 10 contains 50043 members 
Mstep: Class 11 contains 15458 members 
Mstep: Class 12 contains 24968 members 
Mstep: Class 13 contains 171515 members 
Mstep: Class 14 contains 55638 members 
Mstep: Class 15 contains 11784 members 
Mstep: Class 16 contains 12072 members 
Mstep: Class 17 contains 9082 members 
Mstep: Class 18 contains 15291 members 
Mstep: Class 19 contains 177532 members 
Mstep: Class 20 contains 5550 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 27184 members 
Mstep: Class 23 contains 31317 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 36184 members 
Mstep: Class 26 contains 3522 members 
Mstep: Class 27 contains 25117 members 
Mstep: Class 28 contains 18772 members 
Mstep: Class 29 contains 21935 members 
Mstep: Class 30 contains 8921 members 
Mstep: Class 31 contains 6125 members 
Mstep: Class 32 contains 29965 members 
Mstep: Class 33 contains 2799 members 
Mstep: Class 34 contains 56160 members 
Mstep: Class 35 contains 22503 members 
Mstep: Class 36 contains 9381 members 
Mstep: Class 37 contains 182881 members 
Mstep: Class 38 contains 8721 members 
Mstep: Class 39 contains 4980 members 
Mstep: Class 40 contains 32693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133650936.000000 Penalty: 138676.500000
Iteration 54Q: 41 clusters Score -1.336509e+08 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22687 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 9087 members 
Mstep: Class 5 contains 10881 members 
Mstep: Class 6 contains 14827 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 7952 members 
Mstep: Class 9 contains 19370 members 
Mstep: Class 10 contains 47866 members 
Mstep: Class 11 contains 15636 members 
Mstep: Class 12 contains 24707 members 
Mstep: Class 13 contains 171493 members 
Mstep: Class 14 contains 55612 members 
Mstep: Class 15 contains 11752 members 
Mstep: Class 16 contains 12124 members 
Mstep: Class 17 contains 9117 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 178922 members 
Mstep: Class 20 contains 5561 members 
Mstep: Class 21 contains 8006 members 
Mstep: Class 22 contains 27269 members 
Mstep: Class 23 contains 31275 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 35899 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 24970 members 
Mstep: Class 28 contains 18734 members 
Mstep: Class 29 contains 21717 members 
Mstep: Class 30 contains 8923 members 
Mstep: Class 31 contains 6125 members 
Mstep: Class 32 contains 30158 members 
Mstep: Class 33 contains 2798 members 
Mstep: Class 34 contains 55646 members 
Mstep: Class 35 contains 22328 members 
Mstep: Class 36 contains 9373 members 
Mstep: Class 37 contains 184164 members 
Mstep: Class 38 contains 8719 members 
Mstep: Class 39 contains 4981 members 
Mstep: Class 40 contains 32901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133651824.000000 Penalty: 138676.500000
Iteration 55Q: 41 clusters Score -1.336518e+08 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22649 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 9126 members 
Mstep: Class 5 contains 10890 members 
Mstep: Class 6 contains 15042 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 7949 members 
Mstep: Class 9 contains 19456 members 
Mstep: Class 10 contains 46079 members 
Mstep: Class 11 contains 15850 members 
Mstep: Class 12 contains 24418 members 
Mstep: Class 13 contains 171476 members 
Mstep: Class 14 contains 55545 members 
Mstep: Class 15 contains 11717 members 
Mstep: Class 16 contains 12149 members 
Mstep: Class 17 contains 9153 members 
Mstep: Class 18 contains 15245 members 
Mstep: Class 19 contains 180199 members 
Mstep: Class 20 contains 5570 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 27336 members 
Mstep: Class 23 contains 31249 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 35656 members 
Mstep: Class 26 contains 3588 members 
Mstep: Class 27 contains 24827 members 
Mstep: Class 28 contains 18691 members 
Mstep: Class 29 contains 21485 members 
Mstep: Class 30 contains 8921 members 
Mstep: Class 31 contains 6117 members 
Mstep: Class 32 contains 30374 members 
Mstep: Class 33 contains 2797 members 
Mstep: Class 34 contains 55228 members 
Mstep: Class 35 contains 22154 members 
Mstep: Class 36 contains 9375 members 
Mstep: Class 37 contains 185150 members 
Mstep: Class 38 contains 8724 members 
Mstep: Class 39 contains 4988 members 
Mstep: Class 40 contains 33089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133653336.000000 Penalty: 138676.500000
Iteration 56Q: 41 clusters Score -1.336533e+08 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22595 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 9167 members 
Mstep: Class 5 contains 10899 members 
Mstep: Class 6 contains 15205 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 7947 members 
Mstep: Class 9 contains 19555 members 
Mstep: Class 10 contains 44556 members 
Mstep: Class 11 contains 16111 members 
Mstep: Class 12 contains 24135 members 
Mstep: Class 13 contains 171451 members 
Mstep: Class 14 contains 55461 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 9173 members 
Mstep: Class 18 contains 15232 members 
Mstep: Class 19 contains 181457 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 8272 members 
Mstep: Class 22 contains 27374 members 
Mstep: Class 23 contains 31199 members 
Mstep: Class 24 contains 5070 members 
Mstep: Class 25 contains 35429 members 
Mstep: Class 26 contains 3620 members 
Mstep: Class 27 contains 24690 members 
Mstep: Class 28 contains 18643 members 
Mstep: Class 29 contains 21207 members 
Mstep: Class 30 contains 8915 members 
Mstep: Class 31 contains 6113 members 
Mstep: Class 32 contains 30634 members 
Mstep: Class 33 contains 2799 members 
Mstep: Class 34 contains 54887 members 
Mstep: Class 35 contains 21958 members 
Mstep: Class 36 contains 9383 members 
Mstep: Class 37 contains 185884 members 
Mstep: Class 38 contains 8725 members 
Mstep: Class 39 contains 4984 members 
Mstep: Class 40 contains 33308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133654112.000000 Penalty: 138676.500000
Iteration 57Q: 41 clusters Score -1.336541e+08 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22554 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 9208 members 
Mstep: Class 5 contains 10906 members 
Mstep: Class 6 contains 15313 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 7940 members 
Mstep: Class 9 contains 19647 members 
Mstep: Class 10 contains 43168 members 
Mstep: Class 11 contains 16417 members 
Mstep: Class 12 contains 23865 members 
Mstep: Class 13 contains 171422 members 
Mstep: Class 14 contains 55385 members 
Mstep: Class 15 contains 11654 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 9201 members 
Mstep: Class 18 contains 15224 members 
Mstep: Class 19 contains 182648 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 8418 members 
Mstep: Class 22 contains 27411 members 
Mstep: Class 23 contains 31139 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 35244 members 
Mstep: Class 26 contains 3648 members 
Mstep: Class 27 contains 24551 members 
Mstep: Class 28 contains 18610 members 
Mstep: Class 29 contains 20864 members 
Mstep: Class 30 contains 8916 members 
Mstep: Class 31 contains 6110 members 
Mstep: Class 32 contains 30882 members 
Mstep: Class 33 contains 2800 members 
Mstep: Class 34 contains 54618 members 
Mstep: Class 35 contains 21758 members 
Mstep: Class 36 contains 9385 members 
Mstep: Class 37 contains 186452 members 
Mstep: Class 38 contains 8726 members 
Mstep: Class 39 contains 4982 members 
Mstep: Class 40 contains 33583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133655080.000000 Penalty: 138676.500000
Iteration 58Q: 41 clusters Score -1.336551e+08 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22496 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 9247 members 
Mstep: Class 5 contains 10914 members 
Mstep: Class 6 contains 15399 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 7935 members 
Mstep: Class 9 contains 19753 members 
Mstep: Class 10 contains 41897 members 
Mstep: Class 11 contains 16781 members 
Mstep: Class 12 contains 23594 members 
Mstep: Class 13 contains 171410 members 
Mstep: Class 14 contains 55293 members 
Mstep: Class 15 contains 11627 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 9229 members 
Mstep: Class 18 contains 15213 members 
Mstep: Class 19 contains 183740 members 
Mstep: Class 20 contains 5583 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 27441 members 
Mstep: Class 23 contains 31054 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 3675 members 
Mstep: Class 27 contains 24420 members 
Mstep: Class 28 contains 18586 members 
Mstep: Class 29 contains 20514 members 
Mstep: Class 30 contains 8916 members 
Mstep: Class 31 contains 6104 members 
Mstep: Class 32 contains 31150 members 
Mstep: Class 33 contains 2800 members 
Mstep: Class 34 contains 54367 members 
Mstep: Class 35 contains 21552 members 
Mstep: Class 36 contains 9387 members 
Mstep: Class 37 contains 186941 members 
Mstep: Class 38 contains 8729 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 33830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133656504.000000 Penalty: 138676.500000
Iteration 59Q: 41 clusters Score -1.336565e+08 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22449 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 9306 members 
Mstep: Class 5 contains 10926 members 
Mstep: Class 6 contains 15471 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 7929 members 
Mstep: Class 9 contains 19838 members 
Mstep: Class 10 contains 40770 members 
Mstep: Class 11 contains 17233 members 
Mstep: Class 12 contains 23376 members 
Mstep: Class 13 contains 171385 members 
Mstep: Class 14 contains 55188 members 
Mstep: Class 15 contains 11597 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 9260 members 
Mstep: Class 18 contains 15197 members 
Mstep: Class 19 contains 184726 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 8770 members 
Mstep: Class 22 contains 27480 members 
Mstep: Class 23 contains 30981 members 
Mstep: Class 24 contains 5067 members 
Mstep: Class 25 contains 34910 members 
Mstep: Class 26 contains 3705 members 
Mstep: Class 27 contains 24294 members 
Mstep: Class 28 contains 18568 members 
Mstep: Class 29 contains 20090 members 
Mstep: Class 30 contains 8914 members 
Mstep: Class 31 contains 6102 members 
Mstep: Class 32 contains 31400 members 
Mstep: Class 33 contains 2800 members 
Mstep: Class 34 contains 54157 members 
Mstep: Class 35 contains 21312 members 
Mstep: Class 36 contains 9392 members 
Mstep: Class 37 contains 187290 members 
Mstep: Class 38 contains 8731 members 
Mstep: Class 39 contains 4979 members 
Mstep: Class 40 contains 34122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133658472.000000 Penalty: 138676.500000
Iteration 60F: 41 clusters Score -1.336585e+08 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22407 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 9357 members 
Mstep: Class 5 contains 10933 members 
Mstep: Class 6 contains 15799 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 7930 members 
Mstep: Class 9 contains 19913 members 
Mstep: Class 10 contains 39850 members 
Mstep: Class 11 contains 17751 members 
Mstep: Class 12 contains 23114 members 
Mstep: Class 13 contains 171360 members 
Mstep: Class 14 contains 55070 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 12180 members 
Mstep: Class 17 contains 9289 members 
Mstep: Class 18 contains 15182 members 
Mstep: Class 19 contains 185578 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 27506 members 
Mstep: Class 23 contains 30881 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 34704 members 
Mstep: Class 26 contains 3731 members 
Mstep: Class 27 contains 24153 members 
Mstep: Class 28 contains 18556 members 
Mstep: Class 29 contains 19604 members 
Mstep: Class 30 contains 8923 members 
Mstep: Class 31 contains 6096 members 
Mstep: Class 32 contains 31649 members 
Mstep: Class 33 contains 2803 members 
Mstep: Class 34 contains 53704 members 
Mstep: Class 35 contains 21047 members 
Mstep: Class 36 contains 9396 members 
Mstep: Class 37 contains 187594 members 
Mstep: Class 38 contains 8736 members 
Mstep: Class 39 contains 4983 members 
Mstep: Class 40 contains 34490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133659792.000000 Penalty: 138676.500000
Iteration 61Q: 41 clusters Score -1.336598e+08 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22359 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 9394 members 
Mstep: Class 5 contains 10945 members 
Mstep: Class 6 contains 16032 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 7926 members 
Mstep: Class 9 contains 19992 members 
Mstep: Class 10 contains 39154 members 
Mstep: Class 11 contains 18283 members 
Mstep: Class 12 contains 22858 members 
Mstep: Class 13 contains 171333 members 
Mstep: Class 14 contains 54936 members 
Mstep: Class 15 contains 11552 members 
Mstep: Class 16 contains 12180 members 
Mstep: Class 17 contains 9322 members 
Mstep: Class 18 contains 15163 members 
Mstep: Class 19 contains 186324 members 
Mstep: Class 20 contains 5583 members 
Mstep: Class 21 contains 9161 members 
Mstep: Class 22 contains 27551 members 
Mstep: Class 23 contains 30872 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 34518 members 
Mstep: Class 26 contains 3750 members 
Mstep: Class 27 contains 24034 members 
Mstep: Class 28 contains 18543 members 
Mstep: Class 29 contains 19071 members 
Mstep: Class 30 contains 8936 members 
Mstep: Class 31 contains 6093 members 
Mstep: Class 32 contains 31925 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 53338 members 
Mstep: Class 35 contains 20790 members 
Mstep: Class 36 contains 9395 members 
Mstep: Class 37 contains 187718 members 
Mstep: Class 38 contains 8738 members 
Mstep: Class 39 contains 4985 members 
Mstep: Class 40 contains 34844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133661352.000000 Penalty: 138676.500000
Iteration 62Q: 41 clusters Score -1.336614e+08 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22331 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 9428 members 
Mstep: Class 5 contains 10950 members 
Mstep: Class 6 contains 16192 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 7919 members 
Mstep: Class 9 contains 20059 members 
Mstep: Class 10 contains 38693 members 
Mstep: Class 11 contains 18871 members 
Mstep: Class 12 contains 22600 members 
Mstep: Class 13 contains 171308 members 
Mstep: Class 14 contains 54816 members 
Mstep: Class 15 contains 11539 members 
Mstep: Class 16 contains 12174 members 
Mstep: Class 17 contains 9350 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 187069 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 9342 members 
Mstep: Class 22 contains 27585 members 
Mstep: Class 23 contains 30860 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 34323 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 23902 members 
Mstep: Class 28 contains 18549 members 
Mstep: Class 29 contains 18407 members 
Mstep: Class 30 contains 8948 members 
Mstep: Class 31 contains 6092 members 
Mstep: Class 32 contains 32162 members 
Mstep: Class 33 contains 2803 members 
Mstep: Class 34 contains 53027 members 
Mstep: Class 35 contains 20514 members 
Mstep: Class 36 contains 9392 members 
Mstep: Class 37 contains 187743 members 
Mstep: Class 38 contains 8744 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133664312.000000 Penalty: 138676.500000
Iteration 63Q: 41 clusters Score -1.336643e+08 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22304 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 9456 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 16324 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 7911 members 
Mstep: Class 9 contains 20115 members 
Mstep: Class 10 contains 38379 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 22350 members 
Mstep: Class 13 contains 171272 members 
Mstep: Class 14 contains 54715 members 
Mstep: Class 15 contains 11522 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 9372 members 
Mstep: Class 18 contains 15149 members 
Mstep: Class 19 contains 187759 members 
Mstep: Class 20 contains 5583 members 
Mstep: Class 21 contains 9518 members 
Mstep: Class 22 contains 27613 members 
Mstep: Class 23 contains 30858 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 34149 members 
Mstep: Class 26 contains 3780 members 
Mstep: Class 27 contains 23790 members 
Mstep: Class 28 contains 18533 members 
Mstep: Class 29 contains 17696 members 
Mstep: Class 30 contains 8958 members 
Mstep: Class 31 contains 6094 members 
Mstep: Class 32 contains 32381 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 52781 members 
Mstep: Class 35 contains 20230 members 
Mstep: Class 36 contains 9393 members 
Mstep: Class 37 contains 187664 members 
Mstep: Class 38 contains 8751 members 
Mstep: Class 39 contains 4995 members 
Mstep: Class 40 contains 35649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133667016.000000 Penalty: 138676.500000
Iteration 64Q: 41 clusters Score -1.33667e+08 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22273 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 9492 members 
Mstep: Class 5 contains 10958 members 
Mstep: Class 6 contains 16413 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 7909 members 
Mstep: Class 9 contains 20130 members 
Mstep: Class 10 contains 38111 members 
Mstep: Class 11 contains 19798 members 
Mstep: Class 12 contains 22036 members 
Mstep: Class 13 contains 171232 members 
Mstep: Class 14 contains 54611 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 12144 members 
Mstep: Class 17 contains 9394 members 
Mstep: Class 18 contains 15142 members 
Mstep: Class 19 contains 188404 members 
Mstep: Class 20 contains 5585 members 
Mstep: Class 21 contains 9708 members 
Mstep: Class 22 contains 27660 members 
Mstep: Class 23 contains 30813 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 33952 members 
Mstep: Class 26 contains 3792 members 
Mstep: Class 27 contains 23686 members 
Mstep: Class 28 contains 18515 members 
Mstep: Class 29 contains 17293 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 6093 members 
Mstep: Class 32 contains 32593 members 
Mstep: Class 33 contains 2803 members 
Mstep: Class 34 contains 52606 members 
Mstep: Class 35 contains 19964 members 
Mstep: Class 36 contains 9399 members 
Mstep: Class 37 contains 187579 members 
Mstep: Class 38 contains 8750 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 36084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133669424.000000 Penalty: 138676.500000
Iteration 65Q: 41 clusters Score -1.336694e+08 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22229 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 9527 members 
Mstep: Class 5 contains 10965 members 
Mstep: Class 6 contains 16499 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 7904 members 
Mstep: Class 9 contains 20138 members 
Mstep: Class 10 contains 37926 members 
Mstep: Class 11 contains 19972 members 
Mstep: Class 12 contains 21686 members 
Mstep: Class 13 contains 171214 members 
Mstep: Class 14 contains 54507 members 
Mstep: Class 15 contains 11491 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 9408 members 
Mstep: Class 18 contains 15134 members 
Mstep: Class 19 contains 188923 members 
Mstep: Class 20 contains 5586 members 
Mstep: Class 21 contains 9898 members 
Mstep: Class 22 contains 27695 members 
Mstep: Class 23 contains 30869 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 33779 members 
Mstep: Class 26 contains 3813 members 
Mstep: Class 27 contains 23575 members 
Mstep: Class 28 contains 18516 members 
Mstep: Class 29 contains 17088 members 
Mstep: Class 30 contains 8987 members 
Mstep: Class 31 contains 6092 members 
Mstep: Class 32 contains 32791 members 
Mstep: Class 33 contains 2803 members 
Mstep: Class 34 contains 52445 members 
Mstep: Class 35 contains 19711 members 
Mstep: Class 36 contains 9398 members 
Mstep: Class 37 contains 187428 members 
Mstep: Class 38 contains 8752 members 
Mstep: Class 39 contains 4988 members 
Mstep: Class 40 contains 36536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133670224.000000 Penalty: 138676.500000
Iteration 66Q: 41 clusters Score -1.336702e+08 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 9553 members 
Mstep: Class 5 contains 10969 members 
Mstep: Class 6 contains 16573 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 7902 members 
Mstep: Class 9 contains 20132 members 
Mstep: Class 10 contains 37829 members 
Mstep: Class 11 contains 20079 members 
Mstep: Class 12 contains 21342 members 
Mstep: Class 13 contains 171216 members 
Mstep: Class 14 contains 54384 members 
Mstep: Class 15 contains 11474 members 
Mstep: Class 16 contains 12117 members 
Mstep: Class 17 contains 9431 members 
Mstep: Class 18 contains 15122 members 
Mstep: Class 19 contains 189369 members 
Mstep: Class 20 contains 5588 members 
Mstep: Class 21 contains 10065 members 
Mstep: Class 22 contains 27710 members 
Mstep: Class 23 contains 30948 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 33597 members 
Mstep: Class 26 contains 3829 members 
Mstep: Class 27 contains 23460 members 
Mstep: Class 28 contains 18526 members 
Mstep: Class 29 contains 16988 members 
Mstep: Class 30 contains 9000 members 
Mstep: Class 31 contains 6091 members 
Mstep: Class 32 contains 33010 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 52283 members 
Mstep: Class 35 contains 19468 members 
Mstep: Class 36 contains 9400 members 
Mstep: Class 37 contains 187216 members 
Mstep: Class 38 contains 8760 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 36984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133671056.000000 Penalty: 138676.500000
Iteration 67Q: 41 clusters Score -1.336711e+08 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22157 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 9583 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 16651 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 7902 members 
Mstep: Class 9 contains 20133 members 
Mstep: Class 10 contains 37773 members 
Mstep: Class 11 contains 20134 members 
Mstep: Class 12 contains 20979 members 
Mstep: Class 13 contains 171208 members 
Mstep: Class 14 contains 54279 members 
Mstep: Class 15 contains 11457 members 
Mstep: Class 16 contains 12109 members 
Mstep: Class 17 contains 9451 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 189776 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 10255 members 
Mstep: Class 22 contains 27718 members 
Mstep: Class 23 contains 31022 members 
Mstep: Class 24 contains 5062 members 
Mstep: Class 25 contains 33428 members 
Mstep: Class 26 contains 3848 members 
Mstep: Class 27 contains 23323 members 
Mstep: Class 28 contains 18539 members 
Mstep: Class 29 contains 16973 members 
Mstep: Class 30 contains 9003 members 
Mstep: Class 31 contains 6093 members 
Mstep: Class 32 contains 33220 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 52116 members 
Mstep: Class 35 contains 19257 members 
Mstep: Class 36 contains 9405 members 
Mstep: Class 37 contains 186965 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 4996 members 
Mstep: Class 40 contains 37406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133671560.000000 Penalty: 138676.500000
Iteration 68Q: 41 clusters Score -1.336716e+08 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22116 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 9608 members 
Mstep: Class 5 contains 10978 members 
Mstep: Class 6 contains 16716 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 7900 members 
Mstep: Class 9 contains 20127 members 
Mstep: Class 10 contains 37752 members 
Mstep: Class 11 contains 20170 members 
Mstep: Class 12 contains 20627 members 
Mstep: Class 13 contains 171196 members 
Mstep: Class 14 contains 54191 members 
Mstep: Class 15 contains 11432 members 
Mstep: Class 16 contains 12106 members 
Mstep: Class 17 contains 9474 members 
Mstep: Class 18 contains 15109 members 
Mstep: Class 19 contains 190085 members 
Mstep: Class 20 contains 5587 members 
Mstep: Class 21 contains 10452 members 
Mstep: Class 22 contains 27738 members 
Mstep: Class 23 contains 31150 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 33263 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 23188 members 
Mstep: Class 28 contains 18555 members 
Mstep: Class 29 contains 16991 members 
Mstep: Class 30 contains 9011 members 
Mstep: Class 31 contains 6097 members 
Mstep: Class 32 contains 33408 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 51970 members 
Mstep: Class 35 contains 19013 members 
Mstep: Class 36 contains 9407 members 
Mstep: Class 37 contains 186707 members 
Mstep: Class 38 contains 8763 members 
Mstep: Class 39 contains 4998 members 
Mstep: Class 40 contains 37841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133672264.000000 Penalty: 138676.500000
Iteration 69Q: 41 clusters Score -1.336723e+08 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22082 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 9630 members 
Mstep: Class 5 contains 10980 members 
Mstep: Class 6 contains 16763 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 7898 members 
Mstep: Class 9 contains 20099 members 
Mstep: Class 10 contains 37708 members 
Mstep: Class 11 contains 20193 members 
Mstep: Class 12 contains 20313 members 
Mstep: Class 13 contains 171182 members 
Mstep: Class 14 contains 54109 members 
Mstep: Class 15 contains 11404 members 
Mstep: Class 16 contains 12105 members 
Mstep: Class 17 contains 9502 members 
Mstep: Class 18 contains 15106 members 
Mstep: Class 19 contains 190327 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 10633 members 
Mstep: Class 22 contains 27761 members 
Mstep: Class 23 contains 31243 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 33113 members 
Mstep: Class 26 contains 3899 members 
Mstep: Class 27 contains 23092 members 
Mstep: Class 28 contains 18557 members 
Mstep: Class 29 contains 17000 members 
Mstep: Class 30 contains 9015 members 
Mstep: Class 31 contains 6098 members 
Mstep: Class 32 contains 33583 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 51925 members 
Mstep: Class 35 contains 18808 members 
Mstep: Class 36 contains 9407 members 
Mstep: Class 37 contains 186450 members 
Mstep: Class 38 contains 8766 members 
Mstep: Class 39 contains 5001 members 
Mstep: Class 40 contains 38263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133673040.000000 Penalty: 138676.500000
Iteration 70Q: 41 clusters Score -1.33673e+08 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22070 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 10983 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 7896 members 
Mstep: Class 9 contains 20063 members 
Mstep: Class 10 contains 37701 members 
Mstep: Class 11 contains 20218 members 
Mstep: Class 12 contains 20001 members 
Mstep: Class 13 contains 171168 members 
Mstep: Class 14 contains 54033 members 
Mstep: Class 15 contains 11382 members 
Mstep: Class 16 contains 12106 members 
Mstep: Class 17 contains 9519 members 
Mstep: Class 18 contains 15098 members 
Mstep: Class 19 contains 190515 members 
Mstep: Class 20 contains 5581 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 27770 members 
Mstep: Class 23 contains 31351 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 33001 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 23004 members 
Mstep: Class 28 contains 18552 members 
Mstep: Class 29 contains 17023 members 
Mstep: Class 30 contains 9019 members 
Mstep: Class 31 contains 6097 members 
Mstep: Class 32 contains 33740 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 51892 members 
Mstep: Class 35 contains 18625 members 
Mstep: Class 36 contains 9412 members 
Mstep: Class 37 contains 186156 members 
Mstep: Class 38 contains 8772 members 
Mstep: Class 39 contains 5003 members 
Mstep: Class 40 contains 38654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133673712.000000 Penalty: 138676.500000
Iteration 71Q: 41 clusters Score -1.336737e+08 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22057 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 9686 members 
Mstep: Class 5 contains 10991 members 
Mstep: Class 6 contains 16823 members 
Mstep: Class 7 contains 966 members 
Mstep: Class 8 contains 7895 members 
Mstep: Class 9 contains 20020 members 
Mstep: Class 10 contains 37749 members 
Mstep: Class 11 contains 20234 members 
Mstep: Class 12 contains 19691 members 
Mstep: Class 13 contains 171150 members 
Mstep: Class 14 contains 53957 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 9530 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 190636 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 10970 members 
Mstep: Class 22 contains 27774 members 
Mstep: Class 23 contains 31524 members 
Mstep: Class 24 contains 5059 members 
Mstep: Class 25 contains 32889 members 
Mstep: Class 26 contains 3944 members 
Mstep: Class 27 contains 22938 members 
Mstep: Class 28 contains 18533 members 
Mstep: Class 29 contains 17047 members 
Mstep: Class 30 contains 9017 members 
Mstep: Class 31 contains 6098 members 
Mstep: Class 32 contains 33890 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 51854 members 
Mstep: Class 35 contains 18474 members 
Mstep: Class 36 contains 9411 members 
Mstep: Class 37 contains 185865 members 
Mstep: Class 38 contains 8774 members 
Mstep: Class 39 contains 5006 members 
Mstep: Class 40 contains 39030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133674360.000000 Penalty: 138676.500000
Iteration 72Q: 41 clusters Score -1.336744e+08 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22039 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 9707 members 
Mstep: Class 5 contains 10997 members 
Mstep: Class 6 contains 16845 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 7893 members 
Mstep: Class 9 contains 19971 members 
Mstep: Class 10 contains 37771 members 
Mstep: Class 11 contains 20242 members 
Mstep: Class 12 contains 19415 members 
Mstep: Class 13 contains 171132 members 
Mstep: Class 14 contains 53884 members 
Mstep: Class 15 contains 11330 members 
Mstep: Class 16 contains 12096 members 
Mstep: Class 17 contains 9546 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 190697 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 11118 members 
Mstep: Class 22 contains 27779 members 
Mstep: Class 23 contains 31681 members 
Mstep: Class 24 contains 5059 members 
Mstep: Class 25 contains 32797 members 
Mstep: Class 26 contains 3968 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 18520 members 
Mstep: Class 29 contains 17079 members 
Mstep: Class 30 contains 9021 members 
Mstep: Class 31 contains 6096 members 
Mstep: Class 32 contains 34042 members 
Mstep: Class 33 contains 2805 members 
Mstep: Class 34 contains 51856 members 
Mstep: Class 35 contains 18350 members 
Mstep: Class 36 contains 9413 members 
Mstep: Class 37 contains 185659 members 
Mstep: Class 38 contains 8774 members 
Mstep: Class 39 contains 5011 members 
Mstep: Class 40 contains 39324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133674968.000000 Penalty: 138676.500000
Iteration 73Q: 41 clusters Score -1.33675e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22043 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 11004 members 
Mstep: Class 6 contains 16849 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 7895 members 
Mstep: Class 9 contains 19937 members 
Mstep: Class 10 contains 37778 members 
Mstep: Class 11 contains 20255 members 
Mstep: Class 12 contains 19156 members 
Mstep: Class 13 contains 171129 members 
Mstep: Class 14 contains 53823 members 
Mstep: Class 15 contains 11302 members 
Mstep: Class 16 contains 12083 members 
Mstep: Class 17 contains 9559 members 
Mstep: Class 18 contains 15096 members 
Mstep: Class 19 contains 190781 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 11282 members 
Mstep: Class 22 contains 27787 members 
Mstep: Class 23 contains 31752 members 
Mstep: Class 24 contains 5059 members 
Mstep: Class 25 contains 32700 members 
Mstep: Class 26 contains 3995 members 
Mstep: Class 27 contains 22795 members 
Mstep: Class 28 contains 18499 members 
Mstep: Class 29 contains 17109 members 
Mstep: Class 30 contains 9026 members 
Mstep: Class 31 contains 6095 members 
Mstep: Class 32 contains 34183 members 
Mstep: Class 33 contains 2805 members 
Mstep: Class 34 contains 51869 members 
Mstep: Class 35 contains 18234 members 
Mstep: Class 36 contains 9420 members 
Mstep: Class 37 contains 185486 members 
Mstep: Class 38 contains 8774 members 
Mstep: Class 39 contains 5009 members 
Mstep: Class 40 contains 39582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133675608.000000 Penalty: 138676.500000
Iteration 74Q: 41 clusters Score -1.336756e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 11010 members 
Mstep: Class 6 contains 16854 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 7896 members 
Mstep: Class 9 contains 19899 members 
Mstep: Class 10 contains 37712 members 
Mstep: Class 11 contains 20258 members 
Mstep: Class 12 contains 18921 members 
Mstep: Class 13 contains 171130 members 
Mstep: Class 14 contains 53763 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 12071 members 
Mstep: Class 17 contains 9579 members 
Mstep: Class 18 contains 15096 members 
Mstep: Class 19 contains 190871 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 27786 members 
Mstep: Class 23 contains 31783 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 32623 members 
Mstep: Class 26 contains 4019 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 18479 members 
Mstep: Class 29 contains 17135 members 
Mstep: Class 30 contains 9017 members 
Mstep: Class 31 contains 6094 members 
Mstep: Class 32 contains 34315 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51865 members 
Mstep: Class 35 contains 18133 members 
Mstep: Class 36 contains 9427 members 
Mstep: Class 37 contains 185415 members 
Mstep: Class 38 contains 8774 members 
Mstep: Class 39 contains 5009 members 
Mstep: Class 40 contains 39819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133676272.000000 Penalty: 138676.500000
Iteration 75Q: 41 clusters Score -1.336763e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22034 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 9747 members 
Mstep: Class 5 contains 11013 members 
Mstep: Class 6 contains 16873 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 7898 members 
Mstep: Class 9 contains 19849 members 
Mstep: Class 10 contains 37546 members 
Mstep: Class 11 contains 20275 members 
Mstep: Class 12 contains 18706 members 
Mstep: Class 13 contains 171125 members 
Mstep: Class 14 contains 53711 members 
Mstep: Class 15 contains 11237 members 
Mstep: Class 16 contains 12060 members 
Mstep: Class 17 contains 9606 members 
Mstep: Class 18 contains 15099 members 
Mstep: Class 19 contains 190947 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 11703 members 
Mstep: Class 22 contains 27775 members 
Mstep: Class 23 contains 31856 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 32559 members 
Mstep: Class 26 contains 4056 members 
Mstep: Class 27 contains 22689 members 
Mstep: Class 28 contains 18464 members 
Mstep: Class 29 contains 17150 members 
Mstep: Class 30 contains 9009 members 
Mstep: Class 31 contains 6098 members 
Mstep: Class 32 contains 34417 members 
Mstep: Class 33 contains 2805 members 
Mstep: Class 34 contains 51872 members 
Mstep: Class 35 contains 18016 members 
Mstep: Class 36 contains 9434 members 
Mstep: Class 37 contains 185376 members 
Mstep: Class 38 contains 8777 members 
Mstep: Class 39 contains 5009 members 
Mstep: Class 40 contains 40021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133676952.000000 Penalty: 138676.500000
Iteration 76Q: 41 clusters Score -1.33677e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22023 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 9761 members 
Mstep: Class 5 contains 11015 members 
Mstep: Class 6 contains 16882 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 7898 members 
Mstep: Class 9 contains 19797 members 
Mstep: Class 10 contains 37468 members 
Mstep: Class 11 contains 20294 members 
Mstep: Class 12 contains 18480 members 
Mstep: Class 13 contains 171115 members 
Mstep: Class 14 contains 53673 members 
Mstep: Class 15 contains 11205 members 
Mstep: Class 16 contains 12047 members 
Mstep: Class 17 contains 9624 members 
Mstep: Class 18 contains 15100 members 
Mstep: Class 19 contains 190984 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 11938 members 
Mstep: Class 22 contains 27781 members 
Mstep: Class 23 contains 31893 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 32497 members 
Mstep: Class 26 contains 4086 members 
Mstep: Class 27 contains 22634 members 
Mstep: Class 28 contains 18436 members 
Mstep: Class 29 contains 17164 members 
Mstep: Class 30 contains 9002 members 
Mstep: Class 31 contains 6102 members 
Mstep: Class 32 contains 34507 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51863 members 
Mstep: Class 35 contains 17916 members 
Mstep: Class 36 contains 9441 members 
Mstep: Class 37 contains 185375 members 
Mstep: Class 38 contains 8782 members 
Mstep: Class 39 contains 5008 members 
Mstep: Class 40 contains 40215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133677232.000000 Penalty: 138676.500000
Iteration 77Q: 41 clusters Score -1.336772e+08 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22010 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 9771 members 
Mstep: Class 5 contains 11018 members 
Mstep: Class 6 contains 16894 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 7897 members 
Mstep: Class 9 contains 19746 members 
Mstep: Class 10 contains 37326 members 
Mstep: Class 11 contains 20309 members 
Mstep: Class 12 contains 18256 members 
Mstep: Class 13 contains 171111 members 
Mstep: Class 14 contains 53621 members 
Mstep: Class 15 contains 11181 members 
Mstep: Class 16 contains 12035 members 
Mstep: Class 17 contains 9635 members 
Mstep: Class 18 contains 15098 members 
Mstep: Class 19 contains 191021 members 
Mstep: Class 20 contains 5576 members 
Mstep: Class 21 contains 12180 members 
Mstep: Class 22 contains 27786 members 
Mstep: Class 23 contains 31896 members 
Mstep: Class 24 contains 5059 members 
Mstep: Class 25 contains 32446 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 22589 members 
Mstep: Class 28 contains 18424 members 
Mstep: Class 29 contains 17182 members 
Mstep: Class 30 contains 9004 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34597 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51873 members 
Mstep: Class 35 contains 17837 members 
Mstep: Class 36 contains 9440 members 
Mstep: Class 37 contains 185411 members 
Mstep: Class 38 contains 8788 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133677712.000000 Penalty: 138676.500000
Iteration 78Q: 41 clusters Score -1.336777e+08 nChanged 2679
Entering ConstructFrom: 
Score: -133677712.000000 Penalty: 138676.500000
Entering ConstructFrom: 
Trying to split cluster 1 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -56254.886719 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -56254.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55029.031250 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -55029.03 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55595.183594 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -55595.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55831.914062 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -55831.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56041.937500 Penalty: 3160.319580
	Iteration 3F: 3 clusters Score -56041.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56164.984375 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -56164.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56206.816406 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -56206.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -56222.171875 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -56222.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56232.785156 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -56232.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56236.210938 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -56236.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56241.765625 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -56241.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56255.433594 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -56255.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56267.769531 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -56267.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56270.390625 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -56270.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56270.390625 Penalty: 3160.319580
	Iteration 13F: 3 clusters Score -56270.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 11019 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 7897 members 
Mstep: Class 9 contains 19705 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 20322 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 32391 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 170 members 
Entering Unmasked Estep 
Score: -133676024.000000 Penalty: 142143.421875
Splitting cluster 1 changes total score from -133677712.000000 to -133676024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Entering Unmasked Estep 
Score: -2597503.000000 Penalty: 2479.746826
	Iteration 0F: 2 clusters Score -2597503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2582149.250000 Penalty: 4959.493652
	Iteration 0F: 3 clusters Score -2582149 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2587412.750000 Penalty: 4959.493652
	Iteration 1F: 3 clusters Score -2587413 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2587912.250000 Penalty: 4959.493652
	Iteration 2F: 3 clusters Score -2587912 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2588333.250000 Penalty: 4959.493652
	Iteration 3Q: 3 clusters Score -2588333 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2588763.250000 Penalty: 4959.493652
	Iteration 4Q: 3 clusters Score -2588763 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2589216.250000 Penalty: 4959.493652
	Iteration 5Q: 3 clusters Score -2589216 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2589766.500000 Penalty: 4959.493652
	Iteration 6Q: 3 clusters Score -2589766 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2590320.250000 Penalty: 4959.493652
	Iteration 7Q: 3 clusters Score -2590320 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2590882.500000 Penalty: 4959.493652
	Iteration 8Q: 3 clusters Score -2590882 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2591424.250000 Penalty: 4959.493652
	Iteration 9Q: 3 clusters Score -2591424 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2591838.750000 Penalty: 4959.493652
	Iteration 10Q: 3 clusters Score -2591839 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2592252.250000 Penalty: 4959.493652
	Iteration 11Q: 3 clusters Score -2592252 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2592726.500000 Penalty: 4959.493652
	Iteration 12Q: 3 clusters Score -2592726 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2593239.250000 Penalty: 4959.493652
	Iteration 13Q: 3 clusters Score -2593239 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2593743.000000 Penalty: 4959.493652
	Iteration 14Q: 3 clusters Score -2593743 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2594246.000000 Penalty: 4959.493652
	Iteration 15Q: 3 clusters Score -2594246 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2594702.500000 Penalty: 4959.493652
	Iteration 16Q: 3 clusters Score -2594702 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2595119.500000 Penalty: 4959.493652
	Iteration 17Q: 3 clusters Score -2595120 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2595485.500000 Penalty: 4959.493652
	Iteration 18Q: 3 clusters Score -2595486 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2595832.500000 Penalty: 4959.493652
	Iteration 19Q: 3 clusters Score -2595832 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2596070.500000 Penalty: 4959.493652
	Iteration 20F: 3 clusters Score -2596070 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2596248.250000 Penalty: 4959.493652
	Iteration 21Q: 3 clusters Score -2596248 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2596358.000000 Penalty: 4959.493652
	Iteration 22Q: 3 clusters Score -2596358 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2596430.500000 Penalty: 4959.493652
	Iteration 23Q: 3 clusters Score -2596430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2596475.750000 Penalty: 4959.493652
	Iteration 24Q: 3 clusters Score -2596476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2596501.000000 Penalty: 4959.493652
	Iteration 25Q: 3 clusters Score -2596501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2596528.750000 Penalty: 4959.493652
	Iteration 26Q: 3 clusters Score -2596529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2596558.750000 Penalty: 4959.493652
	Iteration 27Q: 3 clusters Score -2596559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2596571.500000 Penalty: 4959.493652
	Iteration 28Q: 3 clusters Score -2596572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2596578.750000 Penalty: 4959.493652
	Iteration 29Q: 3 clusters Score -2596579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2596586.750000 Penalty: 4959.493652
	Iteration 30Q: 3 clusters Score -2596587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2596586.250000 Penalty: 4959.493652
	Iteration 31Q: 3 clusters Score -2596586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2596586.750000 Penalty: 4959.493652
	Iteration 32Q: 3 clusters Score -2596587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2596586.750000 Penalty: 4959.493652
	Iteration 33Q: 3 clusters Score -2596587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2596586.000000 Penalty: 4959.493652
	Iteration 34Q: 3 clusters Score -2596586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2596588.750000 Penalty: 4959.493652
	Iteration 35Q: 3 clusters Score -2596589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2596594.250000 Penalty: 4959.493652
	Iteration 36Q: 3 clusters Score -2596594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2596594.750000 Penalty: 4959.493652
	Iteration 37Q: 3 clusters Score -2596595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2596594.750000 Penalty: 4959.493652
	Iteration 38F: 3 clusters Score -2596595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -88558.703125 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -88558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -86974.085938 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -86974.09 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -89597.453125 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -89597.45 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -91999.640625 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -91999.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -92499.101562 Penalty: 3484.226074
	Iteration 3F: 3 clusters Score -92499.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -92613.500000 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -92613.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -92674.273438 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -92674.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -92721.445312 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -92721.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -92731.359375 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -92731.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -92747.101562 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -92747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -92754.851562 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -92754.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -92756.031250 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -92756.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -92756.031250 Penalty: 3484.226074
	Iteration 11F: 3 clusters Score -92756.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 11019 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 7897 members 
Mstep: Class 9 contains 19705 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 20322 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 32391 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Entering Unmasked Estep 
Score: -133680600.000000 Penalty: 142143.421875
Splitting cluster 3 changes total score from -133677712.000000 to -133680600.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 4 (9783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Entering Unmasked Estep 
Score: -1128648.125000 Penalty: 2278.723389
	Iteration 0F: 2 clusters Score -1128648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1121145.125000 Penalty: 4557.446777
	Iteration 0F: 3 clusters Score -1121145 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1123225.000000 Penalty: 4557.446777
	Iteration 1F: 3 clusters Score -1123225 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1123583.750000 Penalty: 4557.446777
	Iteration 2F: 3 clusters Score -1123584 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1123858.625000 Penalty: 4557.446777
	Iteration 3F: 3 clusters Score -1123859 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1124065.875000 Penalty: 4557.446777
	Iteration 4Q: 3 clusters Score -1124066 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1124263.875000 Penalty: 4557.446777
	Iteration 5Q: 3 clusters Score -1124264 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1124486.750000 Penalty: 4557.446777
	Iteration 6Q: 3 clusters Score -1124487 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1124739.875000 Penalty: 4557.446777
	Iteration 7Q: 3 clusters Score -1124740 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1125010.875000 Penalty: 4557.446777
	Iteration 8Q: 3 clusters Score -1125011 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1125249.750000 Penalty: 4557.446777
	Iteration 9Q: 3 clusters Score -1125250 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1125510.500000 Penalty: 4557.446777
	Iteration 10Q: 3 clusters Score -1125510 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1125749.875000 Penalty: 4557.446777
	Iteration 11Q: 3 clusters Score -1125750 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1125949.000000 Penalty: 4557.446777
	Iteration 12Q: 3 clusters Score -1125949 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1126116.000000 Penalty: 4557.446777
	Iteration 13Q: 3 clusters Score -1126116 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1126256.500000 Penalty: 4557.446777
	Iteration 14Q: 3 clusters Score -1126256 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1126382.375000 Penalty: 4557.446777
	Iteration 15Q: 3 clusters Score -1126382 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1126490.750000 Penalty: 4557.446777
	Iteration 16Q: 3 clusters Score -1126491 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1126564.375000 Penalty: 4557.446777
	Iteration 17Q: 3 clusters Score -1126564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1126624.125000 Penalty: 4557.446777
	Iteration 18Q: 3 clusters Score -1126624 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1126665.875000 Penalty: 4557.446777
	Iteration 19Q: 3 clusters Score -1126666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1126695.250000 Penalty: 4557.446777
	Iteration 20F: 3 clusters Score -1126695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1126714.625000 Penalty: 4557.446777
	Iteration 21Q: 3 clusters Score -1126715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1126734.000000 Penalty: 4557.446777
	Iteration 22Q: 3 clusters Score -1126734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1126749.625000 Penalty: 4557.446777
	Iteration 23Q: 3 clusters Score -1126750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1126767.250000 Penalty: 4557.446777
	Iteration 24Q: 3 clusters Score -1126767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1126780.125000 Penalty: 4557.446777
	Iteration 25Q: 3 clusters Score -1126780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1126788.625000 Penalty: 4557.446777
	Iteration 26Q: 3 clusters Score -1126789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1126800.625000 Penalty: 4557.446777
	Iteration 27Q: 3 clusters Score -1126801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1126810.875000 Penalty: 4557.446777
	Iteration 28Q: 3 clusters Score -1126811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1126819.625000 Penalty: 4557.446777
	Iteration 29Q: 3 clusters Score -1126820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1126831.875000 Penalty: 4557.446777
	Iteration 30Q: 3 clusters Score -1126832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1126837.125000 Penalty: 4557.446777
	Iteration 31Q: 3 clusters Score -1126837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1126849.625000 Penalty: 4557.446777
	Iteration 32Q: 3 clusters Score -1126850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1126855.125000 Penalty: 4557.446777
	Iteration 33Q: 3 clusters Score -1126855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1126860.375000 Penalty: 4557.446777
	Iteration 34Q: 3 clusters Score -1126860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1126869.375000 Penalty: 4557.446777
	Iteration 35Q: 3 clusters Score -1126869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1126872.125000 Penalty: 4557.446777
	Iteration 36Q: 3 clusters Score -1126872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1126874.250000 Penalty: 4557.446777
	Iteration 37Q: 3 clusters Score -1126874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1126875.375000 Penalty: 4557.446777
	Iteration 38Q: 3 clusters Score -1126875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1126880.500000 Penalty: 4557.446777
	Iteration 39Q: 3 clusters Score -1126880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1126879.875000 Penalty: 4557.446777
	Iteration 40F: 3 clusters Score -1126880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1126879.375000 Penalty: 4557.446777
	Iteration 41Q: 3 clusters Score -1126879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1126879.750000 Penalty: 4557.446777
	Iteration 42Q: 3 clusters Score -1126880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1126882.125000 Penalty: 4557.446777
	Iteration 43Q: 3 clusters Score -1126882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1126882.125000 Penalty: 4557.446777
	Iteration 44F: 3 clusters Score -1126882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Entering Unmasked Estep 
Score: -1259733.250000 Penalty: 2308.229248
	Iteration 0F: 2 clusters Score -1259733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1251501.125000 Penalty: 4616.458496
	Iteration 0F: 3 clusters Score -1251501 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1254220.875000 Penalty: 4616.458496
	Iteration 1F: 3 clusters Score -1254221 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1254859.375000 Penalty: 4616.458496
	Iteration 2F: 3 clusters Score -1254859 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1255642.125000 Penalty: 4616.458496
	Iteration 3F: 3 clusters Score -1255642 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1256618.375000 Penalty: 4616.458496
	Iteration 4F: 3 clusters Score -1256618 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1257597.750000 Penalty: 4616.458496
	Iteration 5F: 3 clusters Score -1257598 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1258235.250000 Penalty: 4616.458496
	Iteration 6F: 3 clusters Score -1258235 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1258635.875000 Penalty: 4616.458496
	Iteration 7F: 3 clusters Score -1258636 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1258911.750000 Penalty: 4616.458496
	Iteration 8Q: 3 clusters Score -1258912 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1259127.500000 Penalty: 4616.458496
	Iteration 9Q: 3 clusters Score -1259128 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1259322.500000 Penalty: 4616.458496
	Iteration 10Q: 3 clusters Score -1259322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1259481.000000 Penalty: 4616.458496
	Iteration 11Q: 3 clusters Score -1259481 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1259692.125000 Penalty: 4616.458496
	Iteration 12Q: 3 clusters Score -1259692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1260030.500000 Penalty: 4616.458496
	Iteration 13Q: 3 clusters Score -1260030 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1260634.875000 Penalty: 4616.458496
	Iteration 14Q: 3 clusters Score -1260635 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1261150.375000 Penalty: 4616.458496
	Iteration 15Q: 3 clusters Score -1261150 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1261304.125000 Penalty: 4616.458496
	Iteration 16Q: 3 clusters Score -1261304 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1261346.750000 Penalty: 4616.458496
	Iteration 17Q: 3 clusters Score -1261347 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1261367.750000 Penalty: 4616.458496
	Iteration 18Q: 3 clusters Score -1261368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1261384.875000 Penalty: 4616.458496
	Iteration 19Q: 3 clusters Score -1261385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1261394.500000 Penalty: 4616.458496
	Iteration 20F: 3 clusters Score -1261394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1261408.000000 Penalty: 4616.458496
	Iteration 21Q: 3 clusters Score -1261408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1261414.375000 Penalty: 4616.458496
	Iteration 22Q: 3 clusters Score -1261414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1261426.750000 Penalty: 4616.458496
	Iteration 23Q: 3 clusters Score -1261427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1261429.375000 Penalty: 4616.458496
	Iteration 24Q: 3 clusters Score -1261429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1261431.500000 Penalty: 4616.458496
	Iteration 25Q: 3 clusters Score -1261432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1261434.750000 Penalty: 4616.458496
	Iteration 26Q: 3 clusters Score -1261435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1261437.500000 Penalty: 4616.458496
	Iteration 27Q: 3 clusters Score -1261438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1261444.250000 Penalty: 4616.458496
	Iteration 28Q: 3 clusters Score -1261444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1261442.375000 Penalty: 4616.458496
	Iteration 29Q: 3 clusters Score -1261442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1261443.750000 Penalty: 4616.458496
	Iteration 30Q: 3 clusters Score -1261444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1261445.250000 Penalty: 4616.458496
	Iteration 31Q: 3 clusters Score -1261445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1261447.500000 Penalty: 4616.458496
	Iteration 32Q: 3 clusters Score -1261448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1261448.500000 Penalty: 4616.458496
	Iteration 33Q: 3 clusters Score -1261448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1261450.750000 Penalty: 4616.458496
	Iteration 34Q: 3 clusters Score -1261451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1261456.500000 Penalty: 4616.458496
	Iteration 35Q: 3 clusters Score -1261456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1261456.875000 Penalty: 4616.458496
	Iteration 36Q: 3 clusters Score -1261457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1261456.875000 Penalty: 4616.458496
	Iteration 37Q: 3 clusters Score -1261457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1261455.375000 Penalty: 4616.458496
	Iteration 38Q: 3 clusters Score -1261455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1261455.250000 Penalty: 4616.458496
	Iteration 39Q: 3 clusters Score -1261455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1261455.250000 Penalty: 4616.458496
	Iteration 40F: 3 clusters Score -1261455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 7897 members 
Mstep: Class 9 contains 19705 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 20322 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 32391 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Entering Unmasked Estep 
Score: -133681080.000000 Penalty: 145610.328125
Splitting cluster 5 changes total score from -133677712.000000 to -133681080.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 6 (16904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Entering Unmasked Estep 
Score: -1968102.625000 Penalty: 2414.355957
	Iteration 0F: 2 clusters Score -1968103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1956066.750000 Penalty: 4828.711914
	Iteration 0F: 3 clusters Score -1956067 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1959976.500000 Penalty: 4828.711914
	Iteration 1F: 3 clusters Score -1959976 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1960539.250000 Penalty: 4828.711914
	Iteration 2F: 3 clusters Score -1960539 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1961197.000000 Penalty: 4828.711914
	Iteration 3F: 3 clusters Score -1961197 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1961923.125000 Penalty: 4828.711914
	Iteration 4F: 3 clusters Score -1961923 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1962666.375000 Penalty: 4828.711914
	Iteration 5F: 3 clusters Score -1962666 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1963356.375000 Penalty: 4828.711914
	Iteration 6F: 3 clusters Score -1963356 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1963946.875000 Penalty: 4828.711914
	Iteration 7F: 3 clusters Score -1963947 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1964448.625000 Penalty: 4828.711914
	Iteration 8Q: 3 clusters Score -1964449 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1964912.500000 Penalty: 4828.711914
	Iteration 9Q: 3 clusters Score -1964912 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1965350.500000 Penalty: 4828.711914
	Iteration 10Q: 3 clusters Score -1965350 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1965771.500000 Penalty: 4828.711914
	Iteration 11Q: 3 clusters Score -1965772 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1966130.250000 Penalty: 4828.711914
	Iteration 12Q: 3 clusters Score -1966130 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1966419.625000 Penalty: 4828.711914
	Iteration 13Q: 3 clusters Score -1966420 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1966587.250000 Penalty: 4828.711914
	Iteration 14Q: 3 clusters Score -1966587 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1966704.625000 Penalty: 4828.711914
	Iteration 15Q: 3 clusters Score -1966705 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1966781.750000 Penalty: 4828.711914
	Iteration 16Q: 3 clusters Score -1966782 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1966843.000000 Penalty: 4828.711914
	Iteration 17Q: 3 clusters Score -1966843 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1966886.375000 Penalty: 4828.711914
	Iteration 18Q: 3 clusters Score -1966886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1966908.500000 Penalty: 4828.711914
	Iteration 19Q: 3 clusters Score -1966908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1966930.875000 Penalty: 4828.711914
	Iteration 20F: 3 clusters Score -1966931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1966942.000000 Penalty: 4828.711914
	Iteration 21Q: 3 clusters Score -1966942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1966962.000000 Penalty: 4828.711914
	Iteration 22Q: 3 clusters Score -1966962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1966970.500000 Penalty: 4828.711914
	Iteration 23Q: 3 clusters Score -1966970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1966975.000000 Penalty: 4828.711914
	Iteration 24Q: 3 clusters Score -1966975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1966985.500000 Penalty: 4828.711914
	Iteration 25Q: 3 clusters Score -1966986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1966989.125000 Penalty: 4828.711914
	Iteration 26Q: 3 clusters Score -1966989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1966991.000000 Penalty: 4828.711914
	Iteration 27Q: 3 clusters Score -1966991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1966999.125000 Penalty: 4828.711914
	Iteration 28Q: 3 clusters Score -1966999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1966998.625000 Penalty: 4828.711914
	Iteration 29Q: 3 clusters Score -1966999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1967000.875000 Penalty: 4828.711914
	Iteration 30Q: 3 clusters Score -1967001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1967002.500000 Penalty: 4828.711914
	Iteration 31Q: 3 clusters Score -1967002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1967000.750000 Penalty: 4828.711914
	Iteration 32Q: 3 clusters Score -1967001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1967004.250000 Penalty: 4828.711914
	Iteration 33Q: 3 clusters Score -1967004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1967003.375000 Penalty: 4828.711914
	Iteration 34Q: 3 clusters Score -1967003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1967003.875000 Penalty: 4828.711914
	Iteration 35Q: 3 clusters Score -1967004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1967006.500000 Penalty: 4828.711914
	Iteration 36Q: 3 clusters Score -1967006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1967008.625000 Penalty: 4828.711914
	Iteration 37Q: 3 clusters Score -1967009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1967007.750000 Penalty: 4828.711914
	Iteration 38Q: 3 clusters Score -1967008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1967005.750000 Penalty: 4828.711914
	Iteration 39Q: 3 clusters Score -1967006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1967006.375000 Penalty: 4828.711914
	Iteration 40F: 3 clusters Score -1967006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1967002.875000 Penalty: 4828.711914
	Iteration 41Q: 3 clusters Score -1967003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1967008.500000 Penalty: 4828.711914
	Iteration 42Q: 3 clusters Score -1967008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1967006.250000 Penalty: 4828.711914
	Iteration 43Q: 3 clusters Score -1967006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1967008.625000 Penalty: 4828.711914
	Iteration 44Q: 3 clusters Score -1967009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1967009.250000 Penalty: 4828.711914
	Iteration 45Q: 3 clusters Score -1967009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1967007.625000 Penalty: 4828.711914
	Iteration 46Q: 3 clusters Score -1967008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1967007.625000 Penalty: 4828.711914
	Iteration 47Q: 3 clusters Score -1967008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1967010.125000 Penalty: 4828.711914
	Iteration 48Q: 3 clusters Score -1967010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1967010.625000 Penalty: 4828.711914
	Iteration 49Q: 3 clusters Score -1967011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1967013.375000 Penalty: 4828.711914
	Iteration 50Q: 3 clusters Score -1967013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1967010.500000 Penalty: 4828.711914
	Iteration 51Q: 3 clusters Score -1967010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1967014.375000 Penalty: 4828.711914
	Iteration 52Q: 3 clusters Score -1967014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1967022.000000 Penalty: 4828.711914
	Iteration 53Q: 3 clusters Score -1967022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1967019.875000 Penalty: 4828.711914
	Iteration 54Q: 3 clusters Score -1967020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1967019.125000 Penalty: 4828.711914
	Iteration 55Q: 3 clusters Score -1967019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1967017.625000 Penalty: 4828.711914
	Iteration 56Q: 3 clusters Score -1967018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1967020.750000 Penalty: 4828.711914
	Iteration 57Q: 3 clusters Score -1967021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1967020.250000 Penalty: 4828.711914
	Iteration 58Q: 3 clusters Score -1967020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1967019.250000 Penalty: 4828.711914
	Iteration 59Q: 3 clusters Score -1967019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1967016.500000 Penalty: 4828.711914
	Iteration 60F: 3 clusters Score -1967016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1967017.500000 Penalty: 4828.711914
	Iteration 61Q: 3 clusters Score -1967018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1967014.125000 Penalty: 4828.711914
	Iteration 62Q: 3 clusters Score -1967014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1967017.625000 Penalty: 4828.711914
	Iteration 63Q: 3 clusters Score -1967018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1967018.250000 Penalty: 4828.711914
	Iteration 64Q: 3 clusters Score -1967018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1967018.250000 Penalty: 4828.711914
	Iteration 65F: 3 clusters Score -1967018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -121195.476562 Penalty: 1706.335205
	Iteration 0F: 2 clusters Score -121195.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119442.562500 Penalty: 3412.670410
	Iteration 0F: 3 clusters Score -119442.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -120739.437500 Penalty: 3412.670410
	Iteration 1F: 3 clusters Score -120739.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -121784.984375 Penalty: 3412.670410
	Iteration 2F: 3 clusters Score -121785 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122409.132812 Penalty: 3412.670410
	Iteration 3F: 3 clusters Score -122409.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122800.632812 Penalty: 3412.670410
	Iteration 4Q: 3 clusters Score -122800.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123009.226562 Penalty: 3412.670410
	Iteration 5Q: 3 clusters Score -123009.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -123154.453125 Penalty: 3412.670410
	Iteration 6Q: 3 clusters Score -123154.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -123205.539062 Penalty: 3412.670410
	Iteration 7Q: 3 clusters Score -123205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -123207.882812 Penalty: 3412.670410
	Iteration 8Q: 3 clusters Score -123207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -123207.882812 Penalty: 3412.670410
	Iteration 9F: 3 clusters Score -123207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 7897 members 
Mstep: Class 9 contains 19705 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 20322 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 32391 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Entering Unmasked Estep 
Score: -133681552.000000 Penalty: 149077.250000
Splitting cluster 7 changes total score from -133677712.000000 to -133681552.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 8 (7897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Entering Unmasked Estep 
Score: -911362.625000 Penalty: 2225.611084
	Iteration 0F: 2 clusters Score -911362.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -905024.812500 Penalty: 4451.222168
	Iteration 0F: 3 clusters Score -905024.8 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -906901.187500 Penalty: 4451.222168
	Iteration 1F: 3 clusters Score -906901.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -907311.062500 Penalty: 4451.222168
	Iteration 2F: 3 clusters Score -907311.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -907843.437500 Penalty: 4451.222168
	Iteration 3F: 3 clusters Score -907843.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -908543.125000 Penalty: 4451.222168
	Iteration 4F: 3 clusters Score -908543.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -909294.562500 Penalty: 4451.222168
	Iteration 5F: 3 clusters Score -909294.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -910047.312500 Penalty: 4451.222168
	Iteration 6F: 3 clusters Score -910047.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -910723.437500 Penalty: 4451.222168
	Iteration 7F: 3 clusters Score -910723.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -911456.875000 Penalty: 4451.222168
	Iteration 8F: 3 clusters Score -911456.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -912161.687500 Penalty: 4451.222168
	Iteration 9F: 3 clusters Score -912161.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -912606.250000 Penalty: 4451.222168
	Iteration 10Q: 3 clusters Score -912606.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -912802.062500 Penalty: 4451.222168
	Iteration 11Q: 3 clusters Score -912802.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -912938.562500 Penalty: 4451.222168
	Iteration 12Q: 3 clusters Score -912938.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -913044.062500 Penalty: 4451.222168
	Iteration 13Q: 3 clusters Score -913044.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -913153.062500 Penalty: 4451.222168
	Iteration 14Q: 3 clusters Score -913153.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -913314.937500 Penalty: 4451.222168
	Iteration 15Q: 3 clusters Score -913314.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -913487.062500 Penalty: 4451.222168
	Iteration 16Q: 3 clusters Score -913487.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -913572.187500 Penalty: 4451.222168
	Iteration 17Q: 3 clusters Score -913572.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -913591.437500 Penalty: 4451.222168
	Iteration 18Q: 3 clusters Score -913591.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -913597.062500 Penalty: 4451.222168
	Iteration 19Q: 3 clusters Score -913597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -913598.062500 Penalty: 4451.222168
	Iteration 20F: 3 clusters Score -913598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -913600.312500 Penalty: 4451.222168
	Iteration 21Q: 3 clusters Score -913600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -913601.000000 Penalty: 4451.222168
	Iteration 22Q: 3 clusters Score -913601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -913601.000000 Penalty: 4451.222168
	Iteration 23F: 3 clusters Score -913601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 19705 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 20322 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 32391 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Entering Unmasked Estep 
Score: -133682600.000000 Penalty: 152544.156250
Splitting cluster 8 changes total score from -133677712.000000 to -133682600.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 9 (19705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Entering Unmasked Estep 
Score: -2260959.000000 Penalty: 2452.379639
	Iteration 0F: 2 clusters Score -2260959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2246991.500000 Penalty: 4904.759277
	Iteration 0F: 3 clusters Score -2246992 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2252049.500000 Penalty: 4904.759277
	Iteration 1F: 3 clusters Score -2252050 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2252908.250000 Penalty: 4904.759277
	Iteration 2F: 3 clusters Score -2252908 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2254071.750000 Penalty: 4904.759277
	Iteration 3F: 3 clusters Score -2254072 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2255364.250000 Penalty: 4904.759277
	Iteration 4F: 3 clusters Score -2255364 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2256671.750000 Penalty: 4904.759277
	Iteration 5F: 3 clusters Score -2256672 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2257997.250000 Penalty: 4904.759277
	Iteration 6F: 3 clusters Score -2257997 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2259266.250000 Penalty: 4904.759277
	Iteration 7F: 3 clusters Score -2259266 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2260255.500000 Penalty: 4904.759277
	Iteration 8F: 3 clusters Score -2260256 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2260999.500000 Penalty: 4904.759277
	Iteration 9Q: 3 clusters Score -2261000 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2261655.000000 Penalty: 4904.759277
	Iteration 10Q: 3 clusters Score -2261655 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2262456.750000 Penalty: 4904.759277
	Iteration 11Q: 3 clusters Score -2262457 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2263235.000000 Penalty: 4904.759277
	Iteration 12Q: 3 clusters Score -2263235 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2263751.750000 Penalty: 4904.759277
	Iteration 13Q: 3 clusters Score -2263752 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2263957.000000 Penalty: 4904.759277
	Iteration 14Q: 3 clusters Score -2263957 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2264015.250000 Penalty: 4904.759277
	Iteration 15Q: 3 clusters Score -2264015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2264042.250000 Penalty: 4904.759277
	Iteration 16Q: 3 clusters Score -2264042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2264048.250000 Penalty: 4904.759277
	Iteration 17Q: 3 clusters Score -2264048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2264053.500000 Penalty: 4904.759277
	Iteration 18Q: 3 clusters Score -2264054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2264052.750000 Penalty: 4904.759277
	Iteration 19Q: 3 clusters Score -2264053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2264049.000000 Penalty: 4904.759277
	Iteration 20F: 3 clusters Score -2264049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2264055.250000 Penalty: 4904.759277
	Iteration 21Q: 3 clusters Score -2264055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2264055.250000 Penalty: 4904.759277
	Iteration 22F: 3 clusters Score -2264055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 20322 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 32391 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Entering Unmasked Estep 
Score: -133684512.000000 Penalty: 156011.062500
Splitting cluster 9 changes total score from -133677712.000000 to -133684512.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 10 (37250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Entering Unmasked Estep 
Score: -4364961.500000 Penalty: 2610.300781
	Iteration 0F: 2 clusters Score -4364962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4339663.000000 Penalty: 5220.601562
	Iteration 0F: 3 clusters Score -4339663 nChanged 16881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4348859.000000 Penalty: 5220.601562
	Iteration 1F: 3 clusters Score -4348859 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4349370.500000 Penalty: 5220.601562
	Iteration 2Q: 3 clusters Score -4349370 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4349864.500000 Penalty: 5220.601562
	Iteration 3Q: 3 clusters Score -4349864 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -4350426.500000 Penalty: 5220.601562
	Iteration 4Q: 3 clusters Score -4350426 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4351077.000000 Penalty: 5220.601562
	Iteration 5Q: 3 clusters Score -4351077 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4351864.500000 Penalty: 5220.601562
	Iteration 6Q: 3 clusters Score -4351864 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4352904.500000 Penalty: 5220.601562
	Iteration 7Q: 3 clusters Score -4352904 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -4354298.000000 Penalty: 5220.601562
	Iteration 8F: 3 clusters Score -4354298 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -4355917.500000 Penalty: 5220.601562
	Iteration 9F: 3 clusters Score -4355918 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -4357504.500000 Penalty: 5220.601562
	Iteration 10F: 3 clusters Score -4357504 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -4358702.500000 Penalty: 5220.601562
	Iteration 11Q: 3 clusters Score -4358702 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4359402.000000 Penalty: 5220.601562
	Iteration 12Q: 3 clusters Score -4359402 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4359813.500000 Penalty: 5220.601562
	Iteration 13Q: 3 clusters Score -4359814 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -4360121.500000 Penalty: 5220.601562
	Iteration 14Q: 3 clusters Score -4360122 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -4360383.500000 Penalty: 5220.601562
	Iteration 15Q: 3 clusters Score -4360384 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4360589.000000 Penalty: 5220.601562
	Iteration 16Q: 3 clusters Score -4360589 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -4360776.000000 Penalty: 5220.601562
	Iteration 17Q: 3 clusters Score -4360776 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -4360962.500000 Penalty: 5220.601562
	Iteration 18Q: 3 clusters Score -4360962 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4361156.000000 Penalty: 5220.601562
	Iteration 19Q: 3 clusters Score -4361156 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4361328.500000 Penalty: 5220.601562
	Iteration 20F: 3 clusters Score -4361328 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -4361477.000000 Penalty: 5220.601562
	Iteration 21Q: 3 clusters Score -4361477 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4361594.500000 Penalty: 5220.601562
	Iteration 22Q: 3 clusters Score -4361594 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4361699.000000 Penalty: 5220.601562
	Iteration 23Q: 3 clusters Score -4361699 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4361786.000000 Penalty: 5220.601562
	Iteration 24Q: 3 clusters Score -4361786 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4361863.000000 Penalty: 5220.601562
	Iteration 25Q: 3 clusters Score -4361863 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -4361940.500000 Penalty: 5220.601562
	Iteration 26Q: 3 clusters Score -4361940 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -4362019.000000 Penalty: 5220.601562
	Iteration 27Q: 3 clusters Score -4362019 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4362103.500000 Penalty: 5220.601562
	Iteration 28Q: 3 clusters Score -4362104 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4362159.500000 Penalty: 5220.601562
	Iteration 29Q: 3 clusters Score -4362160 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -4362213.000000 Penalty: 5220.601562
	Iteration 30Q: 3 clusters Score -4362213 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -4362290.500000 Penalty: 5220.601562
	Iteration 31Q: 3 clusters Score -4362290 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4362389.000000 Penalty: 5220.601562
	Iteration 32Q: 3 clusters Score -4362389 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -4362472.000000 Penalty: 5220.601562
	Iteration 33Q: 3 clusters Score -4362472 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4362564.500000 Penalty: 5220.601562
	Iteration 34Q: 3 clusters Score -4362564 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4362671.000000 Penalty: 5220.601562
	Iteration 35Q: 3 clusters Score -4362671 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4362752.000000 Penalty: 5220.601562
	Iteration 36Q: 3 clusters Score -4362752 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4362811.500000 Penalty: 5220.601562
	Iteration 37Q: 3 clusters Score -4362812 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4362854.000000 Penalty: 5220.601562
	Iteration 38Q: 3 clusters Score -4362854 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4362890.500000 Penalty: 5220.601562
	Iteration 39Q: 3 clusters Score -4362890 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4362932.000000 Penalty: 5220.601562
	Iteration 40F: 3 clusters Score -4362932 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -4362965.000000 Penalty: 5220.601562
	Iteration 41Q: 3 clusters Score -4362965 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4363029.000000 Penalty: 5220.601562
	Iteration 42Q: 3 clusters Score -4363029 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4363071.000000 Penalty: 5220.601562
	Iteration 43Q: 3 clusters Score -4363071 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4363088.500000 Penalty: 5220.601562
	Iteration 44Q: 3 clusters Score -4363088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4363111.000000 Penalty: 5220.601562
	Iteration 45Q: 3 clusters Score -4363111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4363159.500000 Penalty: 5220.601562
	Iteration 46Q: 3 clusters Score -4363160 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4363170.000000 Penalty: 5220.601562
	Iteration 47Q: 3 clusters Score -4363170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4363198.000000 Penalty: 5220.601562
	Iteration 48Q: 3 clusters Score -4363198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -4363216.000000 Penalty: 5220.601562
	Iteration 49Q: 3 clusters Score -4363216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -4363246.000000 Penalty: 5220.601562
	Iteration 50Q: 3 clusters Score -4363246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4363240.000000 Penalty: 5220.601562
	Iteration 51Q: 3 clusters Score -4363240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4363247.500000 Penalty: 5220.601562
	Iteration 52Q: 3 clusters Score -4363248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -4363247.000000 Penalty: 5220.601562
	Iteration 53Q: 3 clusters Score -4363247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -4363263.000000 Penalty: 5220.601562
	Iteration 54Q: 3 clusters Score -4363263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4363271.000000 Penalty: 5220.601562
	Iteration 55Q: 3 clusters Score -4363271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4363274.000000 Penalty: 5220.601562
	Iteration 56Q: 3 clusters Score -4363274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4363278.000000 Penalty: 5220.601562
	Iteration 57Q: 3 clusters Score -4363278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -4363282.500000 Penalty: 5220.601562
	Iteration 58Q: 3 clusters Score -4363282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4363287.500000 Penalty: 5220.601562
	Iteration 59Q: 3 clusters Score -4363288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4363289.000000 Penalty: 5220.601562
	Iteration 60F: 3 clusters Score -4363289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4363290.000000 Penalty: 5220.601562
	Iteration 61Q: 3 clusters Score -4363290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4363290.500000 Penalty: 5220.601562
	Iteration 62Q: 3 clusters Score -4363290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4363291.000000 Penalty: 5220.601562
	Iteration 63Q: 3 clusters Score -4363291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4363289.000000 Penalty: 5220.601562
	Iteration 64Q: 3 clusters Score -4363289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4363291.000000 Penalty: 5220.601562
	Iteration 65Q: 3 clusters Score -4363291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -4363290.000000 Penalty: 5220.601562
	Iteration 66Q: 3 clusters Score -4363290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4363298.000000 Penalty: 5220.601562
	Iteration 67Q: 3 clusters Score -4363298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -4363304.000000 Penalty: 5220.601562
	Iteration 68Q: 3 clusters Score -4363304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4363302.000000 Penalty: 5220.601562
	Iteration 69Q: 3 clusters Score -4363302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -4363303.500000 Penalty: 5220.601562
	Iteration 70Q: 3 clusters Score -4363304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4363308.000000 Penalty: 5220.601562
	Iteration 71Q: 3 clusters Score -4363308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -4363309.000000 Penalty: 5220.601562
	Iteration 72Q: 3 clusters Score -4363309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4363310.000000 Penalty: 5220.601562
	Iteration 73Q: 3 clusters Score -4363310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -4363308.500000 Penalty: 5220.601562
	Iteration 74Q: 3 clusters Score -4363308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -4363307.500000 Penalty: 5220.601562
	Iteration 75Q: 3 clusters Score -4363308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -4363307.500000 Penalty: 5220.601562
	Iteration 76F: 3 clusters Score -4363308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Entering Unmasked Estep 
Score: -2350075.750000 Penalty: 2460.025879
	Iteration 0F: 2 clusters Score -2350076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2335733.250000 Penalty: 4920.051758
	Iteration 0F: 3 clusters Score -2335733 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2340664.250000 Penalty: 4920.051758
	Iteration 1F: 3 clusters Score -2340664 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2341282.500000 Penalty: 4920.051758
	Iteration 2F: 3 clusters Score -2341282 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2342169.250000 Penalty: 4920.051758
	Iteration 3F: 3 clusters Score -2342169 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2343456.000000 Penalty: 4920.051758
	Iteration 4F: 3 clusters Score -2343456 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2344760.500000 Penalty: 4920.051758
	Iteration 5F: 3 clusters Score -2344760 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2345904.750000 Penalty: 4920.051758
	Iteration 6F: 3 clusters Score -2345905 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2346804.500000 Penalty: 4920.051758
	Iteration 7F: 3 clusters Score -2346804 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2347375.250000 Penalty: 4920.051758
	Iteration 8F: 3 clusters Score -2347375 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2347670.250000 Penalty: 4920.051758
	Iteration 9Q: 3 clusters Score -2347670 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2347850.500000 Penalty: 4920.051758
	Iteration 10Q: 3 clusters Score -2347850 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2348007.250000 Penalty: 4920.051758
	Iteration 11Q: 3 clusters Score -2348007 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2348205.750000 Penalty: 4920.051758
	Iteration 12Q: 3 clusters Score -2348206 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2348446.250000 Penalty: 4920.051758
	Iteration 13Q: 3 clusters Score -2348446 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2348800.500000 Penalty: 4920.051758
	Iteration 14Q: 3 clusters Score -2348800 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2349348.250000 Penalty: 4920.051758
	Iteration 15Q: 3 clusters Score -2349348 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2350030.250000 Penalty: 4920.051758
	Iteration 16Q: 3 clusters Score -2350030 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2350882.500000 Penalty: 4920.051758
	Iteration 17Q: 3 clusters Score -2350882 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2351739.000000 Penalty: 4920.051758
	Iteration 18Q: 3 clusters Score -2351739 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2352366.500000 Penalty: 4920.051758
	Iteration 19Q: 3 clusters Score -2352366 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2352654.250000 Penalty: 4920.051758
	Iteration 20F: 3 clusters Score -2352654 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2352750.000000 Penalty: 4920.051758
	Iteration 21Q: 3 clusters Score -2352750 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2352783.250000 Penalty: 4920.051758
	Iteration 22Q: 3 clusters Score -2352783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2352793.250000 Penalty: 4920.051758
	Iteration 23Q: 3 clusters Score -2352793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2352789.250000 Penalty: 4920.051758
	Iteration 24Q: 3 clusters Score -2352789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2352797.500000 Penalty: 4920.051758
	Iteration 25Q: 3 clusters Score -2352798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2352797.000000 Penalty: 4920.051758
	Iteration 26Q: 3 clusters Score -2352797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2352804.250000 Penalty: 4920.051758
	Iteration 27Q: 3 clusters Score -2352804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2352810.500000 Penalty: 4920.051758
	Iteration 28Q: 3 clusters Score -2352810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2352804.000000 Penalty: 4920.051758
	Iteration 29Q: 3 clusters Score -2352804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2352808.000000 Penalty: 4920.051758
	Iteration 30Q: 3 clusters Score -2352808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2352812.000000 Penalty: 4920.051758
	Iteration 31Q: 3 clusters Score -2352812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2352811.250000 Penalty: 4920.051758
	Iteration 32Q: 3 clusters Score -2352811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2352812.750000 Penalty: 4920.051758
	Iteration 33Q: 3 clusters Score -2352813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2352813.750000 Penalty: 4920.051758
	Iteration 34Q: 3 clusters Score -2352814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2352815.000000 Penalty: 4920.051758
	Iteration 35Q: 3 clusters Score -2352815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2352814.000000 Penalty: 4920.051758
	Iteration 36Q: 3 clusters Score -2352814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2352814.000000 Penalty: 4920.051758
	Iteration 37Q: 3 clusters Score -2352814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2352812.250000 Penalty: 4920.051758
	Iteration 38Q: 3 clusters Score -2352812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2352810.750000 Penalty: 4920.051758
	Iteration 39Q: 3 clusters Score -2352811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2352809.250000 Penalty: 4920.051758
	Iteration 40F: 3 clusters Score -2352809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2352809.750000 Penalty: 4920.051758
	Iteration 41Q: 3 clusters Score -2352810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2352811.750000 Penalty: 4920.051758
	Iteration 42Q: 3 clusters Score -2352812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2352811.750000 Penalty: 4920.051758
	Iteration 43F: 3 clusters Score -2352812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 32391 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Entering Unmasked Estep 
Score: -133686584.000000 Penalty: 159477.984375
Splitting cluster 11 changes total score from -133677712.000000 to -133686584.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 12 (18016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Entering Unmasked Estep 
Score: -2080192.500000 Penalty: 2430.156006
	Iteration 0F: 2 clusters Score -2080192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2067391.750000 Penalty: 4860.312012
	Iteration 0F: 3 clusters Score -2067392 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2071724.875000 Penalty: 4860.312012
	Iteration 1F: 3 clusters Score -2071725 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2072539.750000 Penalty: 4860.312012
	Iteration 2F: 3 clusters Score -2072540 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2073393.000000 Penalty: 4860.312012
	Iteration 3F: 3 clusters Score -2073393 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2074269.375000 Penalty: 4860.312012
	Iteration 4F: 3 clusters Score -2074269 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2075078.250000 Penalty: 4860.312012
	Iteration 5F: 3 clusters Score -2075078 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2075849.875000 Penalty: 4860.312012
	Iteration 6F: 3 clusters Score -2075850 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2076512.125000 Penalty: 4860.312012
	Iteration 7F: 3 clusters Score -2076512 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2077125.375000 Penalty: 4860.312012
	Iteration 8Q: 3 clusters Score -2077125 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2077764.500000 Penalty: 4860.312012
	Iteration 9Q: 3 clusters Score -2077764 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2078505.000000 Penalty: 4860.312012
	Iteration 10Q: 3 clusters Score -2078505 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2079005.500000 Penalty: 4860.312012
	Iteration 11Q: 3 clusters Score -2079006 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2079189.375000 Penalty: 4860.312012
	Iteration 12Q: 3 clusters Score -2079189 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2079295.250000 Penalty: 4860.312012
	Iteration 13Q: 3 clusters Score -2079295 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2079342.000000 Penalty: 4860.312012
	Iteration 14Q: 3 clusters Score -2079342 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2079395.875000 Penalty: 4860.312012
	Iteration 15Q: 3 clusters Score -2079396 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2079443.125000 Penalty: 4860.312012
	Iteration 16Q: 3 clusters Score -2079443 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2079511.250000 Penalty: 4860.312012
	Iteration 17Q: 3 clusters Score -2079511 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2079575.625000 Penalty: 4860.312012
	Iteration 18Q: 3 clusters Score -2079576 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2079645.500000 Penalty: 4860.312012
	Iteration 19Q: 3 clusters Score -2079646 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2079723.875000 Penalty: 4860.312012
	Iteration 20F: 3 clusters Score -2079724 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2079796.875000 Penalty: 4860.312012
	Iteration 21Q: 3 clusters Score -2079797 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2079877.625000 Penalty: 4860.312012
	Iteration 22Q: 3 clusters Score -2079878 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2079947.250000 Penalty: 4860.312012
	Iteration 23Q: 3 clusters Score -2079947 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2080019.375000 Penalty: 4860.312012
	Iteration 24Q: 3 clusters Score -2080019 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2080099.250000 Penalty: 4860.312012
	Iteration 25Q: 3 clusters Score -2080099 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2080153.625000 Penalty: 4860.312012
	Iteration 26Q: 3 clusters Score -2080154 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2080213.500000 Penalty: 4860.312012
	Iteration 27Q: 3 clusters Score -2080214 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2080259.125000 Penalty: 4860.312012
	Iteration 28Q: 3 clusters Score -2080259 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2080316.875000 Penalty: 4860.312012
	Iteration 29Q: 3 clusters Score -2080317 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2080386.125000 Penalty: 4860.312012
	Iteration 30Q: 3 clusters Score -2080386 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2080459.000000 Penalty: 4860.312012
	Iteration 31Q: 3 clusters Score -2080459 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2080521.000000 Penalty: 4860.312012
	Iteration 32Q: 3 clusters Score -2080521 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2080578.750000 Penalty: 4860.312012
	Iteration 33Q: 3 clusters Score -2080579 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2080635.250000 Penalty: 4860.312012
	Iteration 34Q: 3 clusters Score -2080635 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2080681.875000 Penalty: 4860.312012
	Iteration 35Q: 3 clusters Score -2080682 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2080724.500000 Penalty: 4860.312012
	Iteration 36Q: 3 clusters Score -2080724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2080778.750000 Penalty: 4860.312012
	Iteration 37Q: 3 clusters Score -2080779 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2080816.000000 Penalty: 4860.312012
	Iteration 38Q: 3 clusters Score -2080816 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2080869.625000 Penalty: 4860.312012
	Iteration 39Q: 3 clusters Score -2080870 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2080928.375000 Penalty: 4860.312012
	Iteration 40F: 3 clusters Score -2080928 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2081000.125000 Penalty: 4860.312012
	Iteration 41Q: 3 clusters Score -2081000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2081057.375000 Penalty: 4860.312012
	Iteration 42Q: 3 clusters Score -2081057 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2081139.125000 Penalty: 4860.312012
	Iteration 43Q: 3 clusters Score -2081139 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2081259.750000 Penalty: 4860.312012
	Iteration 44Q: 3 clusters Score -2081260 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2081488.625000 Penalty: 4860.312012
	Iteration 45Q: 3 clusters Score -2081489 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2081878.375000 Penalty: 4860.312012
	Iteration 46Q: 3 clusters Score -2081878 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2082345.000000 Penalty: 4860.312012
	Iteration 47Q: 3 clusters Score -2082345 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2082594.250000 Penalty: 4860.312012
	Iteration 48Q: 3 clusters Score -2082594 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2082647.875000 Penalty: 4860.312012
	Iteration 49Q: 3 clusters Score -2082648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2082662.750000 Penalty: 4860.312012
	Iteration 50Q: 3 clusters Score -2082663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2082673.750000 Penalty: 4860.312012
	Iteration 51Q: 3 clusters Score -2082674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2082674.875000 Penalty: 4860.312012
	Iteration 52Q: 3 clusters Score -2082675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2082676.750000 Penalty: 4860.312012
	Iteration 53Q: 3 clusters Score -2082677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2082678.875000 Penalty: 4860.312012
	Iteration 54Q: 3 clusters Score -2082679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2082680.375000 Penalty: 4860.312012
	Iteration 55Q: 3 clusters Score -2082680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2082679.000000 Penalty: 4860.312012
	Iteration 56Q: 3 clusters Score -2082679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2082679.000000 Penalty: 4860.312012
	Iteration 57F: 3 clusters Score -2082679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 32391 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Entering Unmasked Estep 
Score: -133687696.000000 Penalty: 162944.890625
Splitting cluster 12 changes total score from -133677712.000000 to -133687696.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 13 (171107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171107 members 
Entering Unmasked Estep 
Score: -20207906.000000 Penalty: 2988.410889
	Iteration 0F: 2 clusters Score -2.020791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -20094136.000000 Penalty: 5976.821777
	Iteration 0F: 3 clusters Score -2.009414e+07 nChanged 81828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -20141966.000000 Penalty: 5976.821777
	Iteration 1F: 3 clusters Score -2.014197e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -20142690.000000 Penalty: 5976.821777
	Iteration 2Q: 3 clusters Score -2.014269e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -20143776.000000 Penalty: 5976.821777
	Iteration 3Q: 3 clusters Score -2.014378e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88815 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -20145290.000000 Penalty: 5976.821777
	Iteration 4Q: 3 clusters Score -2.014529e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -20147270.000000 Penalty: 5976.821777
	Iteration 5Q: 3 clusters Score -2.014727e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -20150464.000000 Penalty: 5976.821777
	Iteration 6Q: 3 clusters Score -2.015046e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -20154550.000000 Penalty: 5976.821777
	Iteration 7Q: 3 clusters Score -2.015455e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -20159748.000000 Penalty: 5976.821777
	Iteration 8F: 3 clusters Score -2.015975e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -20165362.000000 Penalty: 5976.821777
	Iteration 9F: 3 clusters Score -2.016536e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -20171096.000000 Penalty: 5976.821777
	Iteration 10F: 3 clusters Score -2.01711e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -20175944.000000 Penalty: 5976.821777
	Iteration 11F: 3 clusters Score -2.017594e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119565 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -20180524.000000 Penalty: 5976.821777
	Iteration 12Q: 3 clusters Score -2.018052e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -20185124.000000 Penalty: 5976.821777
	Iteration 13Q: 3 clusters Score -2.018512e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -20189206.000000 Penalty: 5976.821777
	Iteration 14Q: 3 clusters Score -2.018921e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140185 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -20192870.000000 Penalty: 5976.821777
	Iteration 15Q: 3 clusters Score -2.019287e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146362 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -20196162.000000 Penalty: 5976.821777
	Iteration 16Q: 3 clusters Score -2.019616e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151649 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -20198676.000000 Penalty: 5976.821777
	Iteration 17Q: 3 clusters Score -2.019868e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -20200732.000000 Penalty: 5976.821777
	Iteration 18Q: 3 clusters Score -2.020073e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159430 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -20202122.000000 Penalty: 5976.821777
	Iteration 19Q: 3 clusters Score -2.020212e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161915 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -20203096.000000 Penalty: 5976.821777
	Iteration 20F: 3 clusters Score -2.02031e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163797 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -20203918.000000 Penalty: 5976.821777
	Iteration 21Q: 3 clusters Score -2.020392e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165141 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -20204482.000000 Penalty: 5976.821777
	Iteration 22Q: 3 clusters Score -2.020448e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166069 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -20204886.000000 Penalty: 5976.821777
	Iteration 23Q: 3 clusters Score -2.020489e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -20205128.000000 Penalty: 5976.821777
	Iteration 24Q: 3 clusters Score -2.020513e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167208 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -20205284.000000 Penalty: 5976.821777
	Iteration 25Q: 3 clusters Score -2.020528e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167593 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -20205444.000000 Penalty: 5976.821777
	Iteration 26Q: 3 clusters Score -2.020544e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167895 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -20205526.000000 Penalty: 5976.821777
	Iteration 27Q: 3 clusters Score -2.020553e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168123 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -20205568.000000 Penalty: 5976.821777
	Iteration 28Q: 3 clusters Score -2.020557e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168272 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -20205644.000000 Penalty: 5976.821777
	Iteration 29Q: 3 clusters Score -2.020564e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -20205662.000000 Penalty: 5976.821777
	Iteration 30Q: 3 clusters Score -2.020566e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168490 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -20205676.000000 Penalty: 5976.821777
	Iteration 31Q: 3 clusters Score -2.020568e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -20205724.000000 Penalty: 5976.821777
	Iteration 32Q: 3 clusters Score -2.020572e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168653 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -20205722.000000 Penalty: 5976.821777
	Iteration 33Q: 3 clusters Score -2.020572e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -20205742.000000 Penalty: 5976.821777
	Iteration 34Q: 3 clusters Score -2.020574e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168770 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -20205748.000000 Penalty: 5976.821777
	Iteration 35Q: 3 clusters Score -2.020575e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168806 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -20205772.000000 Penalty: 5976.821777
	Iteration 36Q: 3 clusters Score -2.020577e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168825 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -20205784.000000 Penalty: 5976.821777
	Iteration 37Q: 3 clusters Score -2.020578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168840 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -20205778.000000 Penalty: 5976.821777
	Iteration 38Q: 3 clusters Score -2.020578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -20205768.000000 Penalty: 5976.821777
	Iteration 39Q: 3 clusters Score -2.020577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168874 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -20205782.000000 Penalty: 5976.821777
	Iteration 40F: 3 clusters Score -2.020578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168889 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -20205774.000000 Penalty: 5976.821777
	Iteration 41Q: 3 clusters Score -2.020577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168903 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -20205768.000000 Penalty: 5976.821777
	Iteration 42Q: 3 clusters Score -2.020577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -20205762.000000 Penalty: 5976.821777
	Iteration 43Q: 3 clusters Score -2.020576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168933 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -20205762.000000 Penalty: 5976.821777
	Iteration 44Q: 3 clusters Score -2.020576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20205772.000000 Penalty: 5976.821777
	Iteration 45Q: 3 clusters Score -2.020577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168946 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -20205776.000000 Penalty: 5976.821777
	Iteration 46Q: 3 clusters Score -2.020578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168950 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -20205790.000000 Penalty: 5976.821777
	Iteration 47Q: 3 clusters Score -2.020579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168957 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -20205808.000000 Penalty: 5976.821777
	Iteration 48Q: 3 clusters Score -2.020581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168960 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -20205796.000000 Penalty: 5976.821777
	Iteration 49Q: 3 clusters Score -2.02058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168963 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -20205798.000000 Penalty: 5976.821777
	Iteration 50Q: 3 clusters Score -2.02058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168965 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -20205800.000000 Penalty: 5976.821777
	Iteration 51Q: 3 clusters Score -2.02058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -20205808.000000 Penalty: 5976.821777
	Iteration 52Q: 3 clusters Score -2.020581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -20205800.000000 Penalty: 5976.821777
	Iteration 53Q: 3 clusters Score -2.02058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168982 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -20205798.000000 Penalty: 5976.821777
	Iteration 54Q: 3 clusters Score -2.02058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168984 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -20205806.000000 Penalty: 5976.821777
	Iteration 55Q: 3 clusters Score -2.020581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168990 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -20205806.000000 Penalty: 5976.821777
	Iteration 56Q: 3 clusters Score -2.020581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168995 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -20205802.000000 Penalty: 5976.821777
	Iteration 57Q: 3 clusters Score -2.02058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -20205802.000000 Penalty: 5976.821777
	Iteration 58Q: 3 clusters Score -2.02058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20205780.000000 Penalty: 5976.821777
	Iteration 59Q: 3 clusters Score -2.020578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -20205776.000000 Penalty: 5976.821777
	Iteration 60F: 3 clusters Score -2.020578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169012 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -20205780.000000 Penalty: 5976.821777
	Iteration 61Q: 3 clusters Score -2.020578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169020 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -20205798.000000 Penalty: 5976.821777
	Iteration 62Q: 3 clusters Score -2.02058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169023 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -20205798.000000 Penalty: 5976.821777
	Iteration 63Q: 3 clusters Score -2.02058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169026 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -20205804.000000 Penalty: 5976.821777
	Iteration 64Q: 3 clusters Score -2.02058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169033 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -20205816.000000 Penalty: 5976.821777
	Iteration 65Q: 3 clusters Score -2.020582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -20205808.000000 Penalty: 5976.821777
	Iteration 66Q: 3 clusters Score -2.020581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169046 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -20205824.000000 Penalty: 5976.821777
	Iteration 67Q: 3 clusters Score -2.020582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169052 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -20205812.000000 Penalty: 5976.821777
	Iteration 68Q: 3 clusters Score -2.020581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169054 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -20205818.000000 Penalty: 5976.821777
	Iteration 69Q: 3 clusters Score -2.020582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169057 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -20205814.000000 Penalty: 5976.821777
	Iteration 70Q: 3 clusters Score -2.020581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -20205816.000000 Penalty: 5976.821777
	Iteration 71Q: 3 clusters Score -2.020582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169065 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -20205824.000000 Penalty: 5976.821777
	Iteration 72Q: 3 clusters Score -2.020582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169069 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -20205830.000000 Penalty: 5976.821777
	Iteration 73Q: 3 clusters Score -2.020583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169072 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -20205836.000000 Penalty: 5976.821777
	Iteration 74Q: 3 clusters Score -2.020584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169073 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -20205828.000000 Penalty: 5976.821777
	Iteration 75Q: 3 clusters Score -2.020583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169073 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -20205828.000000 Penalty: 5976.821777
	Iteration 76F: 3 clusters Score -2.020583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Entering Unmasked Estep 
Score: -6488152.500000 Penalty: 2700.510498
	Iteration 0F: 2 clusters Score -6488152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -6452180.000000 Penalty: 5401.020996
	Iteration 0F: 3 clusters Score -6452180 nChanged 24975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -6465904.500000 Penalty: 5401.020996
	Iteration 1F: 3 clusters Score -6465904 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -6466597.000000 Penalty: 5401.020996
	Iteration 2Q: 3 clusters Score -6466597 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -6467323.500000 Penalty: 5401.020996
	Iteration 3Q: 3 clusters Score -6467324 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -6468459.000000 Penalty: 5401.020996
	Iteration 4Q: 3 clusters Score -6468459 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -6470280.500000 Penalty: 5401.020996
	Iteration 5F: 3 clusters Score -6470280 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -6473189.000000 Penalty: 5401.020996
	Iteration 6F: 3 clusters Score -6473189 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -6476775.000000 Penalty: 5401.020996
	Iteration 7F: 3 clusters Score -6476775 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -6480343.500000 Penalty: 5401.020996
	Iteration 8F: 3 clusters Score -6480344 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -6482856.500000 Penalty: 5401.020996
	Iteration 9Q: 3 clusters Score -6482856 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -6484347.500000 Penalty: 5401.020996
	Iteration 10Q: 3 clusters Score -6484348 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -6485102.000000 Penalty: 5401.020996
	Iteration 11Q: 3 clusters Score -6485102 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -6485525.500000 Penalty: 5401.020996
	Iteration 12Q: 3 clusters Score -6485526 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -6485717.500000 Penalty: 5401.020996
	Iteration 13Q: 3 clusters Score -6485718 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -6485856.500000 Penalty: 5401.020996
	Iteration 14Q: 3 clusters Score -6485856 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -6485941.000000 Penalty: 5401.020996
	Iteration 15Q: 3 clusters Score -6485941 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -6486018.000000 Penalty: 5401.020996
	Iteration 16Q: 3 clusters Score -6486018 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -6486074.000000 Penalty: 5401.020996
	Iteration 17Q: 3 clusters Score -6486074 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -6486119.000000 Penalty: 5401.020996
	Iteration 18Q: 3 clusters Score -6486119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -6486154.500000 Penalty: 5401.020996
	Iteration 19Q: 3 clusters Score -6486154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -6486186.500000 Penalty: 5401.020996
	Iteration 20F: 3 clusters Score -6486186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -6486215.000000 Penalty: 5401.020996
	Iteration 21Q: 3 clusters Score -6486215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -6486227.500000 Penalty: 5401.020996
	Iteration 22Q: 3 clusters Score -6486228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -6486250.500000 Penalty: 5401.020996
	Iteration 23Q: 3 clusters Score -6486250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -6486261.000000 Penalty: 5401.020996
	Iteration 24Q: 3 clusters Score -6486261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -6486279.500000 Penalty: 5401.020996
	Iteration 25Q: 3 clusters Score -6486280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -6486278.000000 Penalty: 5401.020996
	Iteration 26Q: 3 clusters Score -6486278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -6486288.500000 Penalty: 5401.020996
	Iteration 27Q: 3 clusters Score -6486288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -6486303.500000 Penalty: 5401.020996
	Iteration 28Q: 3 clusters Score -6486304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6486308.500000 Penalty: 5401.020996
	Iteration 29Q: 3 clusters Score -6486308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -6486315.500000 Penalty: 5401.020996
	Iteration 30Q: 3 clusters Score -6486316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -6486330.500000 Penalty: 5401.020996
	Iteration 31Q: 3 clusters Score -6486330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -6486318.000000 Penalty: 5401.020996
	Iteration 32Q: 3 clusters Score -6486318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -6486327.000000 Penalty: 5401.020996
	Iteration 33Q: 3 clusters Score -6486327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -6486328.000000 Penalty: 5401.020996
	Iteration 34Q: 3 clusters Score -6486328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -6486349.000000 Penalty: 5401.020996
	Iteration 35Q: 3 clusters Score -6486349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -6486354.000000 Penalty: 5401.020996
	Iteration 36Q: 3 clusters Score -6486354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -6486357.000000 Penalty: 5401.020996
	Iteration 37Q: 3 clusters Score -6486357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -6486362.500000 Penalty: 5401.020996
	Iteration 38Q: 3 clusters Score -6486362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -6486364.500000 Penalty: 5401.020996
	Iteration 39Q: 3 clusters Score -6486364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -6486358.000000 Penalty: 5401.020996
	Iteration 40F: 3 clusters Score -6486358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -6486360.500000 Penalty: 5401.020996
	Iteration 41Q: 3 clusters Score -6486360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -6486360.000000 Penalty: 5401.020996
	Iteration 42Q: 3 clusters Score -6486360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -6486359.500000 Penalty: 5401.020996
	Iteration 43Q: 3 clusters Score -6486360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -6486357.500000 Penalty: 5401.020996
	Iteration 44Q: 3 clusters Score -6486358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -6486367.500000 Penalty: 5401.020996
	Iteration 45Q: 3 clusters Score -6486368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -6486370.000000 Penalty: 5401.020996
	Iteration 46Q: 3 clusters Score -6486370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -6486374.500000 Penalty: 5401.020996
	Iteration 47Q: 3 clusters Score -6486374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -6486374.000000 Penalty: 5401.020996
	Iteration 48Q: 3 clusters Score -6486374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -6486376.000000 Penalty: 5401.020996
	Iteration 49Q: 3 clusters Score -6486376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -6486380.500000 Penalty: 5401.020996
	Iteration 50Q: 3 clusters Score -6486380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -6486384.500000 Penalty: 5401.020996
	Iteration 51Q: 3 clusters Score -6486384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -6486389.000000 Penalty: 5401.020996
	Iteration 52Q: 3 clusters Score -6486389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6486400.500000 Penalty: 5401.020996
	Iteration 53Q: 3 clusters Score -6486400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6486402.500000 Penalty: 5401.020996
	Iteration 54Q: 3 clusters Score -6486402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -6486398.000000 Penalty: 5401.020996
	Iteration 55Q: 3 clusters Score -6486398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -6486401.000000 Penalty: 5401.020996
	Iteration 56Q: 3 clusters Score -6486401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -6486395.500000 Penalty: 5401.020996
	Iteration 57Q: 3 clusters Score -6486396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -6486394.000000 Penalty: 5401.020996
	Iteration 58Q: 3 clusters Score -6486394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -6486394.500000 Penalty: 5401.020996
	Iteration 59Q: 3 clusters Score -6486394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -6486391.500000 Penalty: 5401.020996
	Iteration 60F: 3 clusters Score -6486392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Entering Unmasked Estep 
Score: -1545991.250000 Penalty: 2311.227051
	Iteration 0F: 2 clusters Score -1545991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1537759.125000 Penalty: 4622.454102
	Iteration 0F: 3 clusters Score -1537759 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1542981.500000 Penalty: 4622.454102
	Iteration 1F: 3 clusters Score -1542982 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1548551.125000 Penalty: 4622.454102
	Iteration 2F: 3 clusters Score -1548551 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1553251.625000 Penalty: 4622.454102
	Iteration 3F: 3 clusters Score -1553252 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1555961.750000 Penalty: 4622.454102
	Iteration 4F: 3 clusters Score -1555962 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1557369.250000 Penalty: 4622.454102
	Iteration 5F: 3 clusters Score -1557369 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1558013.875000 Penalty: 4622.454102
	Iteration 6Q: 3 clusters Score -1558014 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1558308.250000 Penalty: 4622.454102
	Iteration 7Q: 3 clusters Score -1558308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1558470.875000 Penalty: 4622.454102
	Iteration 8Q: 3 clusters Score -1558471 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1558511.250000 Penalty: 4622.454102
	Iteration 9Q: 3 clusters Score -1558511 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1558540.875000 Penalty: 4622.454102
	Iteration 10Q: 3 clusters Score -1558541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1558596.750000 Penalty: 4622.454102
	Iteration 11Q: 3 clusters Score -1558597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1558658.875000 Penalty: 4622.454102
	Iteration 12Q: 3 clusters Score -1558659 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1558724.375000 Penalty: 4622.454102
	Iteration 13Q: 3 clusters Score -1558724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1558816.500000 Penalty: 4622.454102
	Iteration 14Q: 3 clusters Score -1558816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1558901.125000 Penalty: 4622.454102
	Iteration 15Q: 3 clusters Score -1558901 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1558986.125000 Penalty: 4622.454102
	Iteration 16Q: 3 clusters Score -1558986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1559049.875000 Penalty: 4622.454102
	Iteration 17Q: 3 clusters Score -1559050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1559098.250000 Penalty: 4622.454102
	Iteration 18Q: 3 clusters Score -1559098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1559142.000000 Penalty: 4622.454102
	Iteration 19Q: 3 clusters Score -1559142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1559183.500000 Penalty: 4622.454102
	Iteration 20F: 3 clusters Score -1559184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1559228.250000 Penalty: 4622.454102
	Iteration 21Q: 3 clusters Score -1559228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1559277.250000 Penalty: 4622.454102
	Iteration 22Q: 3 clusters Score -1559277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1559338.875000 Penalty: 4622.454102
	Iteration 23Q: 3 clusters Score -1559339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1559387.500000 Penalty: 4622.454102
	Iteration 24Q: 3 clusters Score -1559388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1559426.125000 Penalty: 4622.454102
	Iteration 25Q: 3 clusters Score -1559426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1559445.500000 Penalty: 4622.454102
	Iteration 26Q: 3 clusters Score -1559446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1559459.250000 Penalty: 4622.454102
	Iteration 27Q: 3 clusters Score -1559459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1559465.500000 Penalty: 4622.454102
	Iteration 28Q: 3 clusters Score -1559466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1559466.250000 Penalty: 4622.454102
	Iteration 29Q: 3 clusters Score -1559466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1559469.000000 Penalty: 4622.454102
	Iteration 30Q: 3 clusters Score -1559469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1559469.000000 Penalty: 4622.454102
	Iteration 31F: 3 clusters Score -1559469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 32391 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Entering Unmasked Estep 
Score: -133700344.000000 Penalty: 166411.812500
Splitting cluster 15 changes total score from -133677712.000000 to -133700344.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 16 (12031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Entering Unmasked Estep 
Score: -1393125.125000 Penalty: 2330.020020
	Iteration 0F: 2 clusters Score -1393125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1384156.000000 Penalty: 4660.040039
	Iteration 0F: 3 clusters Score -1384156 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1386935.250000 Penalty: 4660.040039
	Iteration 1F: 3 clusters Score -1386935 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1387327.000000 Penalty: 4660.040039
	Iteration 2F: 3 clusters Score -1387327 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1387714.750000 Penalty: 4660.040039
	Iteration 3F: 3 clusters Score -1387715 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1388192.875000 Penalty: 4660.040039
	Iteration 4F: 3 clusters Score -1388193 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1388807.625000 Penalty: 4660.040039
	Iteration 5F: 3 clusters Score -1388808 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1389507.125000 Penalty: 4660.040039
	Iteration 6F: 3 clusters Score -1389507 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1390291.250000 Penalty: 4660.040039
	Iteration 7F: 3 clusters Score -1390291 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1390945.375000 Penalty: 4660.040039
	Iteration 8F: 3 clusters Score -1390945 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1391439.250000 Penalty: 4660.040039
	Iteration 9Q: 3 clusters Score -1391439 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1391800.875000 Penalty: 4660.040039
	Iteration 10Q: 3 clusters Score -1391801 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1392065.000000 Penalty: 4660.040039
	Iteration 11Q: 3 clusters Score -1392065 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1392210.125000 Penalty: 4660.040039
	Iteration 12Q: 3 clusters Score -1392210 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1392277.625000 Penalty: 4660.040039
	Iteration 13Q: 3 clusters Score -1392278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1392310.750000 Penalty: 4660.040039
	Iteration 14Q: 3 clusters Score -1392311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1392337.250000 Penalty: 4660.040039
	Iteration 15Q: 3 clusters Score -1392337 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1392357.000000 Penalty: 4660.040039
	Iteration 16Q: 3 clusters Score -1392357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1392375.875000 Penalty: 4660.040039
	Iteration 17Q: 3 clusters Score -1392376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1392399.375000 Penalty: 4660.040039
	Iteration 18Q: 3 clusters Score -1392399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1392414.625000 Penalty: 4660.040039
	Iteration 19Q: 3 clusters Score -1392415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1392429.500000 Penalty: 4660.040039
	Iteration 20F: 3 clusters Score -1392430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1392437.625000 Penalty: 4660.040039
	Iteration 21Q: 3 clusters Score -1392438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1392442.000000 Penalty: 4660.040039
	Iteration 22Q: 3 clusters Score -1392442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1392446.875000 Penalty: 4660.040039
	Iteration 23Q: 3 clusters Score -1392447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1392448.000000 Penalty: 4660.040039
	Iteration 24Q: 3 clusters Score -1392448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1392450.000000 Penalty: 4660.040039
	Iteration 25Q: 3 clusters Score -1392450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1392450.875000 Penalty: 4660.040039
	Iteration 26Q: 3 clusters Score -1392451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1392452.250000 Penalty: 4660.040039
	Iteration 27Q: 3 clusters Score -1392452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1392452.000000 Penalty: 4660.040039
	Iteration 28Q: 3 clusters Score -1392452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1392453.750000 Penalty: 4660.040039
	Iteration 29Q: 3 clusters Score -1392454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1392453.750000 Penalty: 4660.040039
	Iteration 30F: 3 clusters Score -1392454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Entering Unmasked Estep 
Score: -965783.062500 Penalty: 2275.277588
	Iteration 0F: 2 clusters Score -965783.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -958419.187500 Penalty: 4550.555176
	Iteration 0F: 3 clusters Score -958419.2 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -960786.625000 Penalty: 4550.555176
	Iteration 1F: 3 clusters Score -960786.6 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -961436.500000 Penalty: 4550.555176
	Iteration 2F: 3 clusters Score -961436.5 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -962060.125000 Penalty: 4550.555176
	Iteration 3F: 3 clusters Score -962060.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -962626.500000 Penalty: 4550.555176
	Iteration 4F: 3 clusters Score -962626.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -963163.687500 Penalty: 4550.555176
	Iteration 5F: 3 clusters Score -963163.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -963731.937500 Penalty: 4550.555176
	Iteration 6F: 3 clusters Score -963731.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -964201.937500 Penalty: 4550.555176
	Iteration 7F: 3 clusters Score -964201.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -964567.875000 Penalty: 4550.555176
	Iteration 8Q: 3 clusters Score -964567.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -964797.562500 Penalty: 4550.555176
	Iteration 9Q: 3 clusters Score -964797.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -964940.250000 Penalty: 4550.555176
	Iteration 10Q: 3 clusters Score -964940.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -965041.500000 Penalty: 4550.555176
	Iteration 11Q: 3 clusters Score -965041.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -965130.500000 Penalty: 4550.555176
	Iteration 12Q: 3 clusters Score -965130.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -965204.625000 Penalty: 4550.555176
	Iteration 13Q: 3 clusters Score -965204.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -965264.812500 Penalty: 4550.555176
	Iteration 14Q: 3 clusters Score -965264.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -965320.875000 Penalty: 4550.555176
	Iteration 15Q: 3 clusters Score -965320.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -965358.875000 Penalty: 4550.555176
	Iteration 16Q: 3 clusters Score -965358.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -965387.750000 Penalty: 4550.555176
	Iteration 17Q: 3 clusters Score -965387.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -965407.562500 Penalty: 4550.555176
	Iteration 18Q: 3 clusters Score -965407.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -965422.125000 Penalty: 4550.555176
	Iteration 19Q: 3 clusters Score -965422.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -965434.062500 Penalty: 4550.555176
	Iteration 20F: 3 clusters Score -965434.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -965446.687500 Penalty: 4550.555176
	Iteration 21Q: 3 clusters Score -965446.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -965457.375000 Penalty: 4550.555176
	Iteration 22Q: 3 clusters Score -965457.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -965470.312500 Penalty: 4550.555176
	Iteration 23Q: 3 clusters Score -965470.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -965484.625000 Penalty: 4550.555176
	Iteration 24Q: 3 clusters Score -965484.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -965504.062500 Penalty: 4550.555176
	Iteration 25Q: 3 clusters Score -965504.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -965530.625000 Penalty: 4550.555176
	Iteration 26Q: 3 clusters Score -965530.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -965553.937500 Penalty: 4550.555176
	Iteration 27Q: 3 clusters Score -965553.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -965568.875000 Penalty: 4550.555176
	Iteration 28Q: 3 clusters Score -965568.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -965580.687500 Penalty: 4550.555176
	Iteration 29Q: 3 clusters Score -965580.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -965594.812500 Penalty: 4550.555176
	Iteration 30Q: 3 clusters Score -965594.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -965607.625000 Penalty: 4550.555176
	Iteration 31Q: 3 clusters Score -965607.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -965618.250000 Penalty: 4550.555176
	Iteration 32Q: 3 clusters Score -965618.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -965625.500000 Penalty: 4550.555176
	Iteration 33Q: 3 clusters Score -965625.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -965631.875000 Penalty: 4550.555176
	Iteration 34Q: 3 clusters Score -965631.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -965638.250000 Penalty: 4550.555176
	Iteration 35Q: 3 clusters Score -965638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -965640.687500 Penalty: 4550.555176
	Iteration 36Q: 3 clusters Score -965640.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -965642.062500 Penalty: 4550.555176
	Iteration 37Q: 3 clusters Score -965642.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -965646.812500 Penalty: 4550.555176
	Iteration 38Q: 3 clusters Score -965646.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -965651.250000 Penalty: 4550.555176
	Iteration 39Q: 3 clusters Score -965651.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -965656.500000 Penalty: 4550.555176
	Iteration 40F: 3 clusters Score -965656.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -965659.625000 Penalty: 4550.555176
	Iteration 41Q: 3 clusters Score -965659.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -965667.000000 Penalty: 4550.555176
	Iteration 42Q: 3 clusters Score -965667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -965668.937500 Penalty: 4550.555176
	Iteration 43Q: 3 clusters Score -965668.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -965670.625000 Penalty: 4550.555176
	Iteration 44Q: 3 clusters Score -965670.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -965673.250000 Penalty: 4550.555176
	Iteration 45Q: 3 clusters Score -965673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -965676.500000 Penalty: 4550.555176
	Iteration 46Q: 3 clusters Score -965676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -965677.375000 Penalty: 4550.555176
	Iteration 47Q: 3 clusters Score -965677.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -965681.250000 Penalty: 4550.555176
	Iteration 48Q: 3 clusters Score -965681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -965681.125000 Penalty: 4550.555176
	Iteration 49Q: 3 clusters Score -965681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -965680.187500 Penalty: 4550.555176
	Iteration 50Q: 3 clusters Score -965680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -965682.000000 Penalty: 4550.555176
	Iteration 51Q: 3 clusters Score -965682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -965681.687500 Penalty: 4550.555176
	Iteration 52Q: 3 clusters Score -965681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -965682.687500 Penalty: 4550.555176
	Iteration 53Q: 3 clusters Score -965682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -965682.687500 Penalty: 4550.555176
	Iteration 54F: 3 clusters Score -965682.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1695888.375000 Penalty: 2386.252686
	Iteration 0F: 2 clusters Score -1695888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1685002.000000 Penalty: 4772.505371
	Iteration 0F: 3 clusters Score -1685002 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1689113.750000 Penalty: 4772.505371
	Iteration 1F: 3 clusters Score -1689114 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1690330.500000 Penalty: 4772.505371
	Iteration 2F: 3 clusters Score -1690330 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1691530.125000 Penalty: 4772.505371
	Iteration 3F: 3 clusters Score -1691530 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1692523.125000 Penalty: 4772.505371
	Iteration 4F: 3 clusters Score -1692523 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1693320.250000 Penalty: 4772.505371
	Iteration 5F: 3 clusters Score -1693320 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1694041.750000 Penalty: 4772.505371
	Iteration 6F: 3 clusters Score -1694042 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1694725.000000 Penalty: 4772.505371
	Iteration 7Q: 3 clusters Score -1694725 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1695373.375000 Penalty: 4772.505371
	Iteration 8Q: 3 clusters Score -1695373 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1696095.250000 Penalty: 4772.505371
	Iteration 9Q: 3 clusters Score -1696095 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1696876.875000 Penalty: 4772.505371
	Iteration 10Q: 3 clusters Score -1696877 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1697461.250000 Penalty: 4772.505371
	Iteration 11Q: 3 clusters Score -1697461 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1697791.500000 Penalty: 4772.505371
	Iteration 12Q: 3 clusters Score -1697792 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1697946.750000 Penalty: 4772.505371
	Iteration 13Q: 3 clusters Score -1697947 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1698036.375000 Penalty: 4772.505371
	Iteration 14Q: 3 clusters Score -1698036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1698070.000000 Penalty: 4772.505371
	Iteration 15Q: 3 clusters Score -1698070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1698095.250000 Penalty: 4772.505371
	Iteration 16Q: 3 clusters Score -1698095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1698106.125000 Penalty: 4772.505371
	Iteration 17Q: 3 clusters Score -1698106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1698113.125000 Penalty: 4772.505371
	Iteration 18Q: 3 clusters Score -1698113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1698117.500000 Penalty: 4772.505371
	Iteration 19Q: 3 clusters Score -1698118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1698123.625000 Penalty: 4772.505371
	Iteration 20F: 3 clusters Score -1698124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1698124.750000 Penalty: 4772.505371
	Iteration 21Q: 3 clusters Score -1698125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1698122.500000 Penalty: 4772.505371
	Iteration 22Q: 3 clusters Score -1698122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1698124.125000 Penalty: 4772.505371
	Iteration 23Q: 3 clusters Score -1698124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1698123.625000 Penalty: 4772.505371
	Iteration 24Q: 3 clusters Score -1698124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1698125.000000 Penalty: 4772.505371
	Iteration 25Q: 3 clusters Score -1698125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1698125.000000 Penalty: 4772.505371
	Iteration 26F: 3 clusters Score -1698125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 32391 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Mstep: Class 49 contains 10712 members 
Entering Unmasked Estep 
Score: -133701144.000000 Penalty: 169878.718750
Splitting cluster 18 changes total score from -133677712.000000 to -133701144.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 19 (191058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191058 members 
Entering Unmasked Estep 
Score: -22289560.000000 Penalty: 3015.762451
	Iteration 0F: 2 clusters Score -2.228956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -22164046.000000 Penalty: 6031.524902
	Iteration 0F: 3 clusters Score -2.216405e+07 nChanged 91646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 98845 members 
Entering Unmasked Estep 
Score: -22217586.000000 Penalty: 6031.524902
	Iteration 1F: 3 clusters Score -2.221759e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 100718 members 
Entering Unmasked Estep 
Score: -22218798.000000 Penalty: 6031.524902
	Iteration 2Q: 3 clusters Score -2.22188e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 103719 members 
Entering Unmasked Estep 
Score: -22220384.000000 Penalty: 6031.524902
	Iteration 3Q: 3 clusters Score -2.222038e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 108453 members 
Entering Unmasked Estep 
Score: -22222716.000000 Penalty: 6031.524902
	Iteration 4Q: 3 clusters Score -2.222272e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -22226890.000000 Penalty: 6031.524902
	Iteration 5Q: 3 clusters Score -2.222689e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 125378 members 
Entering Unmasked Estep 
Score: -22233656.000000 Penalty: 6031.524902
	Iteration 6F: 3 clusters Score -2.223366e+07 nChanged 13332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 137988 members 
Entering Unmasked Estep 
Score: -22244054.000000 Penalty: 6031.524902
	Iteration 7F: 3 clusters Score -2.224405e+07 nChanged 14054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 151650 members 
Entering Unmasked Estep 
Score: -22256560.000000 Penalty: 6031.524902
	Iteration 8F: 3 clusters Score -2.225656e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -22267518.000000 Penalty: 6031.524902
	Iteration 9F: 3 clusters Score -2.226752e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 172562 members 
Entering Unmasked Estep 
Score: -22275050.000000 Penalty: 6031.524902
	Iteration 10Q: 3 clusters Score -2.227505e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -22279684.000000 Penalty: 6031.524902
	Iteration 11Q: 3 clusters Score -2.227968e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 183211 members 
Entering Unmasked Estep 
Score: -22282630.000000 Penalty: 6031.524902
	Iteration 12Q: 3 clusters Score -2.228263e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 186111 members 
Entering Unmasked Estep 
Score: -22284476.000000 Penalty: 6031.524902
	Iteration 13Q: 3 clusters Score -2.228448e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 187931 members 
Entering Unmasked Estep 
Score: -22285494.000000 Penalty: 6031.524902
	Iteration 14Q: 3 clusters Score -2.228549e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 189026 members 
Entering Unmasked Estep 
Score: -22286186.000000 Penalty: 6031.524902
	Iteration 15Q: 3 clusters Score -2.228619e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 189631 members 
Entering Unmasked Estep 
Score: -22286448.000000 Penalty: 6031.524902
	Iteration 16Q: 3 clusters Score -2.228645e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -22286686.000000 Penalty: 6031.524902
	Iteration 17Q: 3 clusters Score -2.228669e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 190179 members 
Entering Unmasked Estep 
Score: -22286838.000000 Penalty: 6031.524902
	Iteration 18Q: 3 clusters Score -2.228684e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 190300 members 
Entering Unmasked Estep 
Score: -22286910.000000 Penalty: 6031.524902
	Iteration 19Q: 3 clusters Score -2.228691e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 190387 members 
Entering Unmasked Estep 
Score: -22286960.000000 Penalty: 6031.524902
	Iteration 20F: 3 clusters Score -2.228696e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 190442 members 
Entering Unmasked Estep 
Score: -22287020.000000 Penalty: 6031.524902
	Iteration 21Q: 3 clusters Score -2.228702e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 190472 members 
Entering Unmasked Estep 
Score: -22287040.000000 Penalty: 6031.524902
	Iteration 22Q: 3 clusters Score -2.228704e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 190494 members 
Entering Unmasked Estep 
Score: -22287094.000000 Penalty: 6031.524902
	Iteration 23Q: 3 clusters Score -2.228709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 190504 members 
Entering Unmasked Estep 
Score: -22287082.000000 Penalty: 6031.524902
	Iteration 24Q: 3 clusters Score -2.228708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 190510 members 
Entering Unmasked Estep 
Score: -22287094.000000 Penalty: 6031.524902
	Iteration 25Q: 3 clusters Score -2.228709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 190513 members 
Entering Unmasked Estep 
Score: -22287082.000000 Penalty: 6031.524902
	Iteration 26Q: 3 clusters Score -2.228708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 190515 members 
Entering Unmasked Estep 
Score: -22287078.000000 Penalty: 6031.524902
	Iteration 27Q: 3 clusters Score -2.228708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 190516 members 
Entering Unmasked Estep 
Score: -22287090.000000 Penalty: 6031.524902
	Iteration 28Q: 3 clusters Score -2.228709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 190517 members 
Entering Unmasked Estep 
Score: -22287084.000000 Penalty: 6031.524902
	Iteration 29Q: 3 clusters Score -2.228708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 190518 members 
Entering Unmasked Estep 
Score: -22287082.000000 Penalty: 6031.524902
	Iteration 30Q: 3 clusters Score -2.228708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 190520 members 
Entering Unmasked Estep 
Score: -22287082.000000 Penalty: 6031.524902
	Iteration 31Q: 3 clusters Score -2.228708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 190520 members 
Entering Unmasked Estep 
Score: -22287092.000000 Penalty: 6031.524902
	Iteration 32Q: 3 clusters Score -2.228709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 190519 members 
Entering Unmasked Estep 
Score: -22287094.000000 Penalty: 6031.524902
	Iteration 33Q: 3 clusters Score -2.228709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 190520 members 
Entering Unmasked Estep 
Score: -22287098.000000 Penalty: 6031.524902
	Iteration 34Q: 3 clusters Score -2.22871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 190520 members 
Entering Unmasked Estep 
Score: -22287098.000000 Penalty: 6031.524902
	Iteration 35F: 3 clusters Score -2.22871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -645775.625000 Penalty: 2139.348877
	Iteration 0F: 2 clusters Score -645775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -640917.062500 Penalty: 4278.697754
	Iteration 0F: 3 clusters Score -640917.1 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -642128.812500 Penalty: 4278.697754
	Iteration 1F: 3 clusters Score -642128.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -642414.437500 Penalty: 4278.697754
	Iteration 2F: 3 clusters Score -642414.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -642647.312500 Penalty: 4278.697754
	Iteration 3F: 3 clusters Score -642647.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -642868.625000 Penalty: 4278.697754
	Iteration 4F: 3 clusters Score -642868.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -643054.062500 Penalty: 4278.697754
	Iteration 5Q: 3 clusters Score -643054.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -643228.562500 Penalty: 4278.697754
	Iteration 6Q: 3 clusters Score -643228.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -643389.625000 Penalty: 4278.697754
	Iteration 7Q: 3 clusters Score -643389.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -643549.937500 Penalty: 4278.697754
	Iteration 8Q: 3 clusters Score -643549.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -643693.375000 Penalty: 4278.697754
	Iteration 9Q: 3 clusters Score -643693.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -643824.062500 Penalty: 4278.697754
	Iteration 10Q: 3 clusters Score -643824.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -643943.687500 Penalty: 4278.697754
	Iteration 11Q: 3 clusters Score -643943.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -644034.875000 Penalty: 4278.697754
	Iteration 12Q: 3 clusters Score -644034.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -644102.312500 Penalty: 4278.697754
	Iteration 13Q: 3 clusters Score -644102.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -644145.812500 Penalty: 4278.697754
	Iteration 14Q: 3 clusters Score -644145.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -644176.562500 Penalty: 4278.697754
	Iteration 15Q: 3 clusters Score -644176.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -644197.187500 Penalty: 4278.697754
	Iteration 16Q: 3 clusters Score -644197.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -644207.937500 Penalty: 4278.697754
	Iteration 17Q: 3 clusters Score -644207.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -644218.125000 Penalty: 4278.697754
	Iteration 18Q: 3 clusters Score -644218.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -644225.375000 Penalty: 4278.697754
	Iteration 19Q: 3 clusters Score -644225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -644231.187500 Penalty: 4278.697754
	Iteration 20F: 3 clusters Score -644231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -644235.562500 Penalty: 4278.697754
	Iteration 21Q: 3 clusters Score -644235.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -644239.375000 Penalty: 4278.697754
	Iteration 22Q: 3 clusters Score -644239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -644242.750000 Penalty: 4278.697754
	Iteration 23Q: 3 clusters Score -644242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -644243.187500 Penalty: 4278.697754
	Iteration 24Q: 3 clusters Score -644243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -644245.125000 Penalty: 4278.697754
	Iteration 25Q: 3 clusters Score -644245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -644246.875000 Penalty: 4278.697754
	Iteration 26Q: 3 clusters Score -644246.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -644248.687500 Penalty: 4278.697754
	Iteration 27Q: 3 clusters Score -644248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -644250.312500 Penalty: 4278.697754
	Iteration 28Q: 3 clusters Score -644250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -644250.375000 Penalty: 4278.697754
	Iteration 29Q: 3 clusters Score -644250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -644253.125000 Penalty: 4278.697754
	Iteration 30Q: 3 clusters Score -644253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -644255.250000 Penalty: 4278.697754
	Iteration 31Q: 3 clusters Score -644255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -644259.437500 Penalty: 4278.697754
	Iteration 32Q: 3 clusters Score -644259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -644262.312500 Penalty: 4278.697754
	Iteration 33Q: 3 clusters Score -644262.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -644264.187500 Penalty: 4278.697754
	Iteration 34Q: 3 clusters Score -644264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -644264.250000 Penalty: 4278.697754
	Iteration 35Q: 3 clusters Score -644264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -644264.250000 Penalty: 4278.697754
	Iteration 36F: 3 clusters Score -644264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1423795.125000 Penalty: 2337.511963
	Iteration 0F: 2 clusters Score -1423795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1414658.750000 Penalty: 4675.023926
	Iteration 0F: 3 clusters Score -1414659 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1417645.000000 Penalty: 4675.023926
	Iteration 1F: 3 clusters Score -1417645 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1418277.875000 Penalty: 4675.023926
	Iteration 2F: 3 clusters Score -1418278 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1418807.125000 Penalty: 4675.023926
	Iteration 3F: 3 clusters Score -1418807 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1419284.125000 Penalty: 4675.023926
	Iteration 4F: 3 clusters Score -1419284 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1419734.500000 Penalty: 4675.023926
	Iteration 5F: 3 clusters Score -1419734 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1420137.750000 Penalty: 4675.023926
	Iteration 6F: 3 clusters Score -1420138 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1420518.750000 Penalty: 4675.023926
	Iteration 7Q: 3 clusters Score -1420519 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1420933.625000 Penalty: 4675.023926
	Iteration 8Q: 3 clusters Score -1420934 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1421336.000000 Penalty: 4675.023926
	Iteration 9Q: 3 clusters Score -1421336 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1421662.625000 Penalty: 4675.023926
	Iteration 10Q: 3 clusters Score -1421663 nChanged 415
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: -1421878.750000 Penalty: 4675.023926
	Iteration 11Q: 3 clusters Score -1421879 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1422024.625000 Penalty: 4675.023926
	Iteration 12Q: 3 clusters Score -1422025 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1422128.500000 Penalty: 4675.023926
	Iteration 13Q: 3 clusters Score -1422128 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1422200.125000 Penalty: 4675.023926
	Iteration 14Q: 3 clusters Score -1422200 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1422234.875000 Penalty: 4675.023926
	Iteration 15Q: 3 clusters Score -1422235 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1422262.125000 Penalty: 4675.023926
	Iteration 16Q: 3 clusters Score -1422262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1422279.125000 Penalty: 4675.023926
	Iteration 17Q: 3 clusters Score -1422279 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1422297.250000 Penalty: 4675.023926
	Iteration 18Q: 3 clusters Score -1422297 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1422311.375000 Penalty: 4675.023926
	Iteration 19Q: 3 clusters Score -1422311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1422320.750000 Penalty: 4675.023926
	Iteration 20F: 3 clusters Score -1422321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1422332.375000 Penalty: 4675.023926
	Iteration 21Q: 3 clusters Score -1422332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1422344.250000 Penalty: 4675.023926
	Iteration 22Q: 3 clusters Score -1422344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1422358.000000 Penalty: 4675.023926
	Iteration 23Q: 3 clusters Score -1422358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1422367.875000 Penalty: 4675.023926
	Iteration 24Q: 3 clusters Score -1422368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1422374.250000 Penalty: 4675.023926
	Iteration 25Q: 3 clusters Score -1422374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1422386.875000 Penalty: 4675.023926
	Iteration 26Q: 3 clusters Score -1422387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1422398.875000 Penalty: 4675.023926
	Iteration 27Q: 3 clusters Score -1422399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1422409.250000 Penalty: 4675.023926
	Iteration 28Q: 3 clusters Score -1422409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1422419.625000 Penalty: 4675.023926
	Iteration 29Q: 3 clusters Score -1422420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1422421.750000 Penalty: 4675.023926
	Iteration 30Q: 3 clusters Score -1422422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1422424.875000 Penalty: 4675.023926
	Iteration 31Q: 3 clusters Score -1422425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1422426.250000 Penalty: 4675.023926
	Iteration 32Q: 3 clusters Score -1422426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1422427.750000 Penalty: 4675.023926
	Iteration 33Q: 3 clusters Score -1422428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1422431.500000 Penalty: 4675.023926
	Iteration 34Q: 3 clusters Score -1422432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1422427.875000 Penalty: 4675.023926
	Iteration 35Q: 3 clusters Score -1422428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1422427.125000 Penalty: 4675.023926
	Iteration 36Q: 3 clusters Score -1422427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1422430.750000 Penalty: 4675.023926
	Iteration 37Q: 3 clusters Score -1422431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1422435.125000 Penalty: 4675.023926
	Iteration 38Q: 3 clusters Score -1422435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1422437.125000 Penalty: 4675.023926
	Iteration 39Q: 3 clusters Score -1422437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1422436.875000 Penalty: 4675.023926
	Iteration 40F: 3 clusters Score -1422437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1422441.375000 Penalty: 4675.023926
	Iteration 41Q: 3 clusters Score -1422441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1422443.375000 Penalty: 4675.023926
	Iteration 42Q: 3 clusters Score -1422443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1422444.625000 Penalty: 4675.023926
	Iteration 43Q: 3 clusters Score -1422445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1422449.000000 Penalty: 4675.023926
	Iteration 44Q: 3 clusters Score -1422449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1422450.125000 Penalty: 4675.023926
	Iteration 45Q: 3 clusters Score -1422450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1422454.750000 Penalty: 4675.023926
	Iteration 46Q: 3 clusters Score -1422455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1422460.125000 Penalty: 4675.023926
	Iteration 47Q: 3 clusters Score -1422460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1422464.500000 Penalty: 4675.023926
	Iteration 48Q: 3 clusters Score -1422464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1422474.125000 Penalty: 4675.023926
	Iteration 49Q: 3 clusters Score -1422474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1422480.125000 Penalty: 4675.023926
	Iteration 50Q: 3 clusters Score -1422480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1422484.625000 Penalty: 4675.023926
	Iteration 51Q: 3 clusters Score -1422485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1422485.000000 Penalty: 4675.023926
	Iteration 52Q: 3 clusters Score -1422485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1422484.750000 Penalty: 4675.023926
	Iteration 53Q: 3 clusters Score -1422485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1422492.750000 Penalty: 4675.023926
	Iteration 54Q: 3 clusters Score -1422493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1422499.000000 Penalty: 4675.023926
	Iteration 55Q: 3 clusters Score -1422499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1422502.000000 Penalty: 4675.023926
	Iteration 56Q: 3 clusters Score -1422502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1422511.125000 Penalty: 4675.023926
	Iteration 57Q: 3 clusters Score -1422511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1422516.875000 Penalty: 4675.023926
	Iteration 58Q: 3 clusters Score -1422517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1422516.375000 Penalty: 4675.023926
	Iteration 59Q: 3 clusters Score -1422516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1422522.375000 Penalty: 4675.023926
	Iteration 60F: 3 clusters Score -1422522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1422527.500000 Penalty: 4675.023926
	Iteration 61Q: 3 clusters Score -1422528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1422528.125000 Penalty: 4675.023926
	Iteration 62Q: 3 clusters Score -1422528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1422535.625000 Penalty: 4675.023926
	Iteration 63Q: 3 clusters Score -1422536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1422537.375000 Penalty: 4675.023926
	Iteration 64Q: 3 clusters Score -1422537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1422543.000000 Penalty: 4675.023926
	Iteration 65Q: 3 clusters Score -1422543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1422546.125000 Penalty: 4675.023926
	Iteration 66Q: 3 clusters Score -1422546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1422549.750000 Penalty: 4675.023926
	Iteration 67Q: 3 clusters Score -1422550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1422549.625000 Penalty: 4675.023926
	Iteration 68Q: 3 clusters Score -1422550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1422553.875000 Penalty: 4675.023926
	Iteration 69Q: 3 clusters Score -1422554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1422559.125000 Penalty: 4675.023926
	Iteration 70Q: 3 clusters Score -1422559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1422558.250000 Penalty: 4675.023926
	Iteration 71Q: 3 clusters Score -1422558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1422554.625000 Penalty: 4675.023926
	Iteration 72Q: 3 clusters Score -1422555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1422554.125000 Penalty: 4675.023926
	Iteration 73Q: 3 clusters Score -1422554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1422554.250000 Penalty: 4675.023926
	Iteration 74Q: 3 clusters Score -1422554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1422555.625000 Penalty: 4675.023926
	Iteration 75Q: 3 clusters Score -1422556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1422553.625000 Penalty: 4675.023926
	Iteration 76Q: 3 clusters Score -1422554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1422552.250000 Penalty: 4675.023926
	Iteration 77Q: 3 clusters Score -1422552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1422559.375000 Penalty: 4675.023926
	Iteration 78Q: 3 clusters Score -1422559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1422564.125000 Penalty: 4675.023926
	Iteration 79Q: 3 clusters Score -1422564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1422568.625000 Penalty: 4675.023926
	Iteration 80F: 3 clusters Score -1422569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1422566.000000 Penalty: 4675.023926
	Iteration 81Q: 3 clusters Score -1422566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1422568.500000 Penalty: 4675.023926
	Iteration 82Q: 3 clusters Score -1422568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1422566.375000 Penalty: 4675.023926
	Iteration 83Q: 3 clusters Score -1422566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1422572.000000 Penalty: 4675.023926
	Iteration 84Q: 3 clusters Score -1422572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1422570.000000 Penalty: 4675.023926
	Iteration 85Q: 3 clusters Score -1422570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1422573.000000 Penalty: 4675.023926
	Iteration 86Q: 3 clusters Score -1422573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1422574.750000 Penalty: 4675.023926
	Iteration 87Q: 3 clusters Score -1422575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1422578.250000 Penalty: 4675.023926
	Iteration 88Q: 3 clusters Score -1422578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1422578.375000 Penalty: 4675.023926
	Iteration 89Q: 3 clusters Score -1422578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1422582.250000 Penalty: 4675.023926
	Iteration 90Q: 3 clusters Score -1422582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1422583.625000 Penalty: 4675.023926
	Iteration 91Q: 3 clusters Score -1422584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1422587.250000 Penalty: 4675.023926
	Iteration 92Q: 3 clusters Score -1422587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1422582.000000 Penalty: 4675.023926
	Iteration 93Q: 3 clusters Score -1422582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1422582.000000 Penalty: 4675.023926
	Iteration 94Q: 3 clusters Score -1422582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1422584.750000 Penalty: 4675.023926
	Iteration 95Q: 3 clusters Score -1422585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1422584.375000 Penalty: 4675.023926
	Iteration 96Q: 3 clusters Score -1422584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1422584.375000 Penalty: 4675.023926
	Iteration 97F: 3 clusters Score -1422584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Entering Unmasked Estep 
Score: -3020834.500000 Penalty: 2537.714355
	Iteration 0F: 2 clusters Score -3020834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3001721.000000 Penalty: 5075.428711
	Iteration 0F: 3 clusters Score -3001721 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3008956.500000 Penalty: 5075.428711
	Iteration 1F: 3 clusters Score -3008956 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3009977.000000 Penalty: 5075.428711
	Iteration 2F: 3 clusters Score -3009977 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3011063.750000 Penalty: 5075.428711
	Iteration 3F: 3 clusters Score -3011064 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3012279.750000 Penalty: 5075.428711
	Iteration 4F: 3 clusters Score -3012280 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3013666.500000 Penalty: 5075.428711
	Iteration 5F: 3 clusters Score -3013666 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3015060.000000 Penalty: 5075.428711
	Iteration 6F: 3 clusters Score -3015060 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3016283.500000 Penalty: 5075.428711
	Iteration 7F: 3 clusters Score -3016284 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3017224.250000 Penalty: 5075.428711
	Iteration 8Q: 3 clusters Score -3017224 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3017875.250000 Penalty: 5075.428711
	Iteration 9Q: 3 clusters Score -3017875 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3018351.250000 Penalty: 5075.428711
	Iteration 10Q: 3 clusters Score -3018351 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3018684.500000 Penalty: 5075.428711
	Iteration 11Q: 3 clusters Score -3018684 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3018902.000000 Penalty: 5075.428711
	Iteration 12Q: 3 clusters Score -3018902 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3019006.000000 Penalty: 5075.428711
	Iteration 13Q: 3 clusters Score -3019006 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -3019074.750000 Penalty: 5075.428711
	Iteration 14Q: 3 clusters Score -3019075 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3019139.250000 Penalty: 5075.428711
	Iteration 15Q: 3 clusters Score -3019139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3019179.500000 Penalty: 5075.428711
	Iteration 16Q: 3 clusters Score -3019180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3019205.250000 Penalty: 5075.428711
	Iteration 17Q: 3 clusters Score -3019205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3019221.750000 Penalty: 5075.428711
	Iteration 18Q: 3 clusters Score -3019222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3019236.250000 Penalty: 5075.428711
	Iteration 19Q: 3 clusters Score -3019236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3019251.000000 Penalty: 5075.428711
	Iteration 20F: 3 clusters Score -3019251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3019257.000000 Penalty: 5075.428711
	Iteration 21Q: 3 clusters Score -3019257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3019267.250000 Penalty: 5075.428711
	Iteration 22Q: 3 clusters Score -3019267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3019274.000000 Penalty: 5075.428711
	Iteration 23Q: 3 clusters Score -3019274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3019277.250000 Penalty: 5075.428711
	Iteration 24Q: 3 clusters Score -3019277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3019283.500000 Penalty: 5075.428711
	Iteration 25Q: 3 clusters Score -3019284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3019289.250000 Penalty: 5075.428711
	Iteration 26Q: 3 clusters Score -3019289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3019300.750000 Penalty: 5075.428711
	Iteration 27Q: 3 clusters Score -3019301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3019310.750000 Penalty: 5075.428711
	Iteration 28Q: 3 clusters Score -3019311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3019322.250000 Penalty: 5075.428711
	Iteration 29Q: 3 clusters Score -3019322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3019332.750000 Penalty: 5075.428711
	Iteration 30Q: 3 clusters Score -3019333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -3019332.750000 Penalty: 5075.428711
	Iteration 31Q: 3 clusters Score -3019333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3019334.750000 Penalty: 5075.428711
	Iteration 32Q: 3 clusters Score -3019335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3019341.500000 Penalty: 5075.428711
	Iteration 33Q: 3 clusters Score -3019342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3019348.250000 Penalty: 5075.428711
	Iteration 34Q: 3 clusters Score -3019348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3019346.250000 Penalty: 5075.428711
	Iteration 35Q: 3 clusters Score -3019346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3019354.500000 Penalty: 5075.428711
	Iteration 36Q: 3 clusters Score -3019354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3019359.750000 Penalty: 5075.428711
	Iteration 37Q: 3 clusters Score -3019360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3019360.500000 Penalty: 5075.428711
	Iteration 38Q: 3 clusters Score -3019360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3019361.500000 Penalty: 5075.428711
	Iteration 39Q: 3 clusters Score -3019362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3019362.000000 Penalty: 5075.428711
	Iteration 40F: 3 clusters Score -3019362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3019367.250000 Penalty: 5075.428711
	Iteration 41Q: 3 clusters Score -3019367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3019368.000000 Penalty: 5075.428711
	Iteration 42Q: 3 clusters Score -3019368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3019368.500000 Penalty: 5075.428711
	Iteration 43Q: 3 clusters Score -3019368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3019367.250000 Penalty: 5075.428711
	Iteration 44Q: 3 clusters Score -3019367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3019369.750000 Penalty: 5075.428711
	Iteration 45Q: 3 clusters Score -3019370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3019373.250000 Penalty: 5075.428711
	Iteration 46Q: 3 clusters Score -3019373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3019372.500000 Penalty: 5075.428711
	Iteration 47Q: 3 clusters Score -3019372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3019372.500000 Penalty: 5075.428711
	Iteration 48F: 3 clusters Score -3019372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Entering Unmasked Estep 
Score: -3739665.750000 Penalty: 2571.717285
	Iteration 0F: 2 clusters Score -3739666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3717802.000000 Penalty: 5143.434570
	Iteration 0F: 3 clusters Score -3717802 nChanged 14491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3726159.250000 Penalty: 5143.434570
	Iteration 1F: 3 clusters Score -3726159 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3726920.250000 Penalty: 5143.434570
	Iteration 2F: 3 clusters Score -3726920 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3727658.000000 Penalty: 5143.434570
	Iteration 3F: 3 clusters Score -3727658 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3728386.750000 Penalty: 5143.434570
	Iteration 4Q: 3 clusters Score -3728387 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3729233.000000 Penalty: 5143.434570
	Iteration 5Q: 3 clusters Score -3729233 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3730158.250000 Penalty: 5143.434570
	Iteration 6F: 3 clusters Score -3730158 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3731280.250000 Penalty: 5143.434570
	Iteration 7F: 3 clusters Score -3731280 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3732443.250000 Penalty: 5143.434570
	Iteration 8F: 3 clusters Score -3732443 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3733521.500000 Penalty: 5143.434570
	Iteration 9F: 3 clusters Score -3733522 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3734304 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3734838 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3735182.500000 Penalty: 5143.434570
	Iteration 12Q: 3 clusters Score -3735182 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3735435.250000 Penalty: 5143.434570
	Iteration 13Q: 3 clusters Score -3735435 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3735625.750000 Penalty: 5143.434570
	Iteration 14Q: 3 clusters Score -3735626 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3735791.000000 Penalty: 5143.434570
	Iteration 15Q: 3 clusters Score -3735791 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3735929.000000 Penalty: 5143.434570
	Iteration 16Q: 3 clusters Score -3735929 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3736047.750000 Penalty: 5143.434570
	Iteration 17Q: 3 clusters Score -3736048 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3736152.250000 Penalty: 5143.434570
	Iteration 18Q: 3 clusters Score -3736152 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3736248.250000 Penalty: 5143.434570
	Iteration 19Q: 3 clusters Score -3736248 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3736332.000000 Penalty: 5143.434570
	Iteration 20F: 3 clusters Score -3736332 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3736421.500000 Penalty: 5143.434570
	Iteration 21Q: 3 clusters Score -3736422 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3736506.750000 Penalty: 5143.434570
	Iteration 22Q: 3 clusters Score -3736507 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3736558.750000 Penalty: 5143.434570
	Iteration 23Q: 3 clusters Score -3736559 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3736612.000000 Penalty: 5143.434570
	Iteration 24Q: 3 clusters Score -3736612 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3736647.750000 Penalty: 5143.434570
	Iteration 25Q: 3 clusters Score -3736648 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3736689.000000 Penalty: 5143.434570
	Iteration 26Q: 3 clusters Score -3736689 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3736699.250000 Penalty: 5143.434570
	Iteration 27Q: 3 clusters Score -3736699 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3736725.500000 Penalty: 5143.434570
	Iteration 28Q: 3 clusters Score -3736726 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3736741.250000 Penalty: 5143.434570
	Iteration 29Q: 3 clusters Score -3736741 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3736763.500000 Penalty: 5143.434570
	Iteration 30Q: 3 clusters Score -3736764 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3736776.000000 Penalty: 5143.434570
	Iteration 31Q: 3 clusters Score -3736776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3736784.500000 Penalty: 5143.434570
	Iteration 32Q: 3 clusters Score -3736784 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3736785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3736795.250000 Penalty: 5143.434570
	Iteration 34Q: 3 clusters Score -3736795 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3736810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3736817.750000 Penalty: 5143.434570
	Iteration 36Q: 3 clusters Score -3736818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3736815.750000 Penalty: 5143.434570
	Iteration 37Q: 3 clusters Score -3736816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3736824.500000 Penalty: 5143.434570
	Iteration 38Q: 3 clusters Score -3736824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3736830.250000 Penalty: 5143.434570
	Iteration 39Q: 3 clusters Score -3736830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3736828.250000 Penalty: 5143.434570
	Iteration 40F: 3 clusters Score -3736828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3736835.000000 Penalty: 5143.434570
	Iteration 41Q: 3 clusters Score -3736835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3736836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3736848.000000 Penalty: 5143.434570
	Iteration 43Q: 3 clusters Score -3736848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3736853.750000 Penalty: 5143.434570
	Iteration 44Q: 3 clusters Score -3736854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3736862.750000 Penalty: 5143.434570
	Iteration 45Q: 3 clusters Score -3736863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3736861.500000 Penalty: 5143.434570
	Iteration 46Q: 3 clusters Score -3736862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3736880.000000 Penalty: 5143.434570
	Iteration 47Q: 3 clusters Score -3736880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3736880.750000 Penalty: 5143.434570
	Iteration 48Q: 3 clusters Score -3736881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3736878.250000 Penalty: 5143.434570
	Iteration 49Q: 3 clusters Score -3736878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3736885.750000 Penalty: 5143.434570
	Iteration 50Q: 3 clusters Score -3736886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3736886.500000 Penalty: 5143.434570
	Iteration 51Q: 3 clusters Score -3736886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -3736897.500000 Penalty: 5143.434570
	Iteration 52Q: 3 clusters Score -3736898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3736901.250000 Penalty: 5143.434570
	Iteration 53Q: 3 clusters Score -3736901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3736902.000000 Penalty: 5143.434570
	Iteration 54Q: 3 clusters Score -3736902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3736896.750000 Penalty: 5143.434570
	Iteration 55Q: 3 clusters Score -3736897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3736901.750000 Penalty: 5143.434570
	Iteration 56Q: 3 clusters Score -3736902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3736903.250000 Penalty: 5143.434570
	Iteration 57Q: 3 clusters Score -3736903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3736915.250000 Penalty: 5143.434570
	Iteration 58Q: 3 clusters Score -3736915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3736904.750000 Penalty: 5143.434570
	Iteration 59Q: 3 clusters Score -3736905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3736915.500000 Penalty: 5143.434570
	Iteration 60F: 3 clusters Score -3736916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3736930.000000 Penalty: 5143.434570
	Iteration 61Q: 3 clusters Score -3736930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3736935.000000 Penalty: 5143.434570
	Iteration 62Q: 3 clusters Score -3736935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3736939.500000 Penalty: 5143.434570
	Iteration 63Q: 3 clusters Score -3736940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3736931.750000 Penalty: 5143.434570
	Iteration 64Q: 3 clusters Score -3736932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3736932.000000 Penalty: 5143.434570
	Iteration 65Q: 3 clusters Score -3736932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3736939.000000 Penalty: 5143.434570
	Iteration 66Q: 3 clusters Score -3736939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3736949.500000 Penalty: 5143.434570
	Iteration 67Q: 3 clusters Score -3736950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3736951.000000 Penalty: 5143.434570
	Iteration 68Q: 3 clusters Score -3736951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -3736968.750000 Penalty: 5143.434570
	Iteration 69Q: 3 clusters Score -3736969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3736969.250000 Penalty: 5143.434570
	Iteration 70Q: 3 clusters Score -3736969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3736972.750000 Penalty: 5143.434570
	Iteration 71Q: 3 clusters Score -3736973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3736974.750000 Penalty: 5143.434570
	Iteration 72Q: 3 clusters Score -3736975 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3736982.500000 Penalty: 5143.434570
	Iteration 73Q: 3 clusters Score -3736982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3736987.250000 Penalty: 5143.434570
	Iteration 74Q: 3 clusters Score -3736987 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3737017.250000 Penalty: 5143.434570
	Iteration 75Q: 3 clusters Score -3737017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3737038.750000 Penalty: 5143.434570
	Iteration 76Q: 3 clusters Score -3737039 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3737053.000000 Penalty: 5143.434570
	Iteration 77Q: 3 clusters Score -3737053 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3737067.500000 Penalty: 5143.434570
	Iteration 78Q: 3 clusters Score -3737068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3737090.750000 Penalty: 5143.434570
	Iteration 79Q: 3 clusters Score -3737091 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3737110.500000 Penalty: 5143.434570
	Iteration 80F: 3 clusters Score -3737110 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3737128.250000 Penalty: 5143.434570
	Iteration 81Q: 3 clusters Score -3737128 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3737137.000000 Penalty: 5143.434570
	Iteration 82Q: 3 clusters Score -3737137 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3737147.250000 Penalty: 5143.434570
	Iteration 83Q: 3 clusters Score -3737147 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3737171.000000 Penalty: 5143.434570
	Iteration 84Q: 3 clusters Score -3737171 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3737188.750000 Penalty: 5143.434570
	Iteration 85Q: 3 clusters Score -3737189 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3737214.500000 Penalty: 5143.434570
	Iteration 86Q: 3 clusters Score -3737214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3737217.250000 Penalty: 5143.434570
	Iteration 87Q: 3 clusters Score -3737217 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3737236.500000 Penalty: 5143.434570
	Iteration 88Q: 3 clusters Score -3737236 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3737257.250000 Penalty: 5143.434570
	Iteration 89Q: 3 clusters Score -3737257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3737262.000000 Penalty: 5143.434570
	Iteration 90Q: 3 clusters Score -3737262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3737271.500000 Penalty: 5143.434570
	Iteration 91Q: 3 clusters Score -3737272 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3737293.250000 Penalty: 5143.434570
	Iteration 92Q: 3 clusters Score -3737293 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3737312.250000 Penalty: 5143.434570
	Iteration 93Q: 3 clusters Score -3737312 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3737324.000000 Penalty: 5143.434570
	Iteration 94Q: 3 clusters Score -3737324 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3737347.000000 Penalty: 5143.434570
	Iteration 95Q: 3 clusters Score -3737347 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3737372.500000 Penalty: 5143.434570
	Iteration 96Q: 3 clusters Score -3737372 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3737391.000000 Penalty: 5143.434570
	Iteration 97Q: 3 clusters Score -3737391 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3737412.500000 Penalty: 5143.434570
	Iteration 98Q: 3 clusters Score -3737412 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3737420.000000 Penalty: 5143.434570
	Iteration 99Q: 3 clusters Score -3737420 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3737444.500000 Penalty: 5143.434570
	Iteration 100F: 3 clusters Score -3737444 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3737450.250000 Penalty: 5143.434570
	Iteration 101Q: 3 clusters Score -3737450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3737463 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3737480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3737499 nChanged 93
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Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3737503 nChanged 107
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Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3737520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3737545 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3737556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3737593 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3737597 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3737606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3737629 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3737635 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3737654 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3737678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3737698 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3737715 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3737730 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3737752 nChanged 131
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Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3737794 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3737825.250000 Penalty: 5143.434570
	Iteration 121Q: 3 clusters Score -3737825 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3737843 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3737874 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3737908 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3737921.500000 Penalty: 5143.434570
	Iteration 125Q: 3 clusters Score -3737922 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3737951 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3737964 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3737983 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3738005 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3738022 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3738042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3738059 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3738070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3738089 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3738115 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3738116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3738135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3738138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3738163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3738169 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3738182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3738176.000000 Penalty: 5143.434570
	Iteration 142Q: 3 clusters Score -3738176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3738184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3738203.250000 Penalty: 5143.434570
	Iteration 144Q: 3 clusters Score -3738203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3738208.250000 Penalty: 5143.434570
	Iteration 145Q: 3 clusters Score -3738208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3738211.750000 Penalty: 5143.434570
	Iteration 146Q: 3 clusters Score -3738212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3738209.000000 Penalty: 5143.434570
	Iteration 147Q: 3 clusters Score -3738209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3738219.500000 Penalty: 5143.434570
	Iteration 148Q: 3 clusters Score -3738220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3738229.750000 Penalty: 5143.434570
	Iteration 149Q: 3 clusters Score -3738230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3738236.750000 Penalty: 5143.434570
	Iteration 150Q: 3 clusters Score -3738237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3738244.750000 Penalty: 5143.434570
	Iteration 151Q: 3 clusters Score -3738245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3738246.500000 Penalty: 5143.434570
	Iteration 152Q: 3 clusters Score -3738246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3738243.000000 Penalty: 5143.434570
	Iteration 153Q: 3 clusters Score -3738243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3738253.500000 Penalty: 5143.434570
	Iteration 154Q: 3 clusters Score -3738254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3738246.750000 Penalty: 5143.434570
	Iteration 155Q: 3 clusters Score -3738247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3738251.250000 Penalty: 5143.434570
	Iteration 156Q: 3 clusters Score -3738251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3738260.500000 Penalty: 5143.434570
	Iteration 157Q: 3 clusters Score -3738260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3738257.500000 Penalty: 5143.434570
	Iteration 158Q: 3 clusters Score -3738258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3738261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -3738260.250000 Penalty: 5143.434570
	Iteration 160F: 3 clusters Score -3738260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3738268.500000 Penalty: 5143.434570
	Iteration 161Q: 3 clusters Score -3738268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3738270.000000 Penalty: 5143.434570
	Iteration 162Q: 3 clusters Score -3738270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3738270.000000 Penalty: 5143.434570
	Iteration 163Q: 3 clusters Score -3738270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3738276.750000 Penalty: 5143.434570
	Iteration 164Q: 3 clusters Score -3738277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3738284.250000 Penalty: 5143.434570
	Iteration 165Q: 3 clusters Score -3738284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3738285.500000 Penalty: 5143.434570
	Iteration 166Q: 3 clusters Score -3738286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3738284.000000 Penalty: 5143.434570
	Iteration 167Q: 3 clusters Score -3738284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3738294.000000 Penalty: 5143.434570
	Iteration 168Q: 3 clusters Score -3738294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3738292.250000 Penalty: 5143.434570
	Iteration 169Q: 3 clusters Score -3738292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3738295.000000 Penalty: 5143.434570
	Iteration 170Q: 3 clusters Score -3738295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -3738289.750000 Penalty: 5143.434570
	Iteration 171Q: 3 clusters Score -3738290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3738294.000000 Penalty: 5143.434570
	Iteration 172Q: 3 clusters Score -3738294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3738293.750000 Penalty: 5143.434570
	Iteration 173Q: 3 clusters Score -3738294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3738295.750000 Penalty: 5143.434570
	Iteration 174Q: 3 clusters Score -3738296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3738295.000000 Penalty: 5143.434570
	Iteration 175Q: 3 clusters Score -3738295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3738299.000000 Penalty: 5143.434570
	Iteration 176Q: 3 clusters Score -3738299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3738299.250000 Penalty: 5143.434570
	Iteration 177Q: 3 clusters Score -3738299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3738294.250000 Penalty: 5143.434570
	Iteration 178Q: 3 clusters Score -3738294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3738289.750000 Penalty: 5143.434570
	Iteration 179Q: 3 clusters Score -3738290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3738292.750000 Penalty: 5143.434570
	Iteration 180F: 3 clusters Score -3738293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3738297.750000 Penalty: 5143.434570
	Iteration 181Q: 3 clusters Score -3738298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3738305.000000 Penalty: 5143.434570
	Iteration 182Q: 3 clusters Score -3738305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3738303.250000 Penalty: 5143.434570
	Iteration 183Q: 3 clusters Score -3738303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3738309.500000 Penalty: 5143.434570
	Iteration 184Q: 3 clusters Score -3738310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3738310.750000 Penalty: 5143.434570
	Iteration 185Q: 3 clusters Score -3738311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3738308.500000 Penalty: 5143.434570
	Iteration 186Q: 3 clusters Score -3738308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3738312.500000 Penalty: 5143.434570
	Iteration 187Q: 3 clusters Score -3738312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3738311.250000 Penalty: 5143.434570
	Iteration 188Q: 3 clusters Score -3738311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3738315.250000 Penalty: 5143.434570
	Iteration 189Q: 3 clusters Score -3738315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3738313.500000 Penalty: 5143.434570
	Iteration 190Q: 3 clusters Score -3738314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3738311.750000 Penalty: 5143.434570
	Iteration 191Q: 3 clusters Score -3738312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3738312.750000 Penalty: 5143.434570
	Iteration 192Q: 3 clusters Score -3738313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3738312.000000 Penalty: 5143.434570
	Iteration 193Q: 3 clusters Score -3738312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3738312.000000 Penalty: 5143.434570
	Iteration 194F: 3 clusters Score -3738312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -576051.125000 Penalty: 2115.124268
	Iteration 0F: 2 clusters Score -576051.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -571455.812500 Penalty: 4230.248535
	Iteration 0F: 3 clusters Score -571455.8 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -572600.250000 Penalty: 4230.248535
	Iteration 1F: 3 clusters Score -572600.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -572991.062500 Penalty: 4230.248535
	Iteration 2F: 3 clusters Score -572991.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -573403.625000 Penalty: 4230.248535
	Iteration 3F: 3 clusters Score -573403.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -573856.437500 Penalty: 4230.248535
	Iteration 4F: 3 clusters Score -573856.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -574345.937500 Penalty: 4230.248535
	Iteration 5F: 3 clusters Score -574345.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -574706.687500 Penalty: 4230.248535
	Iteration 6F: 3 clusters Score -574706.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -574909.750000 Penalty: 4230.248535
	Iteration 7F: 3 clusters Score -574909.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -575058.625000 Penalty: 4230.248535
	Iteration 8Q: 3 clusters Score -575058.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -575181.812500 Penalty: 4230.248535
	Iteration 9Q: 3 clusters Score -575181.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -575295.937500 Penalty: 4230.248535
	Iteration 10Q: 3 clusters Score -575295.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -575389.937500 Penalty: 4230.248535
	Iteration 11Q: 3 clusters Score -575389.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -575463.125000 Penalty: 4230.248535
	Iteration 12Q: 3 clusters Score -575463.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -575507.187500 Penalty: 4230.248535
	Iteration 13Q: 3 clusters Score -575507.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -575550.875000 Penalty: 4230.248535
	Iteration 14Q: 3 clusters Score -575550.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -575589.812500 Penalty: 4230.248535
	Iteration 15Q: 3 clusters Score -575589.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -575621.000000 Penalty: 4230.248535
	Iteration 16Q: 3 clusters Score -575621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -575638.812500 Penalty: 4230.248535
	Iteration 17Q: 3 clusters Score -575638.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -575657.562500 Penalty: 4230.248535
	Iteration 18Q: 3 clusters Score -575657.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -575669.437500 Penalty: 4230.248535
	Iteration 19Q: 3 clusters Score -575669.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -575679.625000 Penalty: 4230.248535
	Iteration 20F: 3 clusters Score -575679.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -575682.875000 Penalty: 4230.248535
	Iteration 21Q: 3 clusters Score -575682.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -575686.812500 Penalty: 4230.248535
	Iteration 22Q: 3 clusters Score -575686.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -575690.875000 Penalty: 4230.248535
	Iteration 23Q: 3 clusters Score -575690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -575693.625000 Penalty: 4230.248535
	Iteration 24Q: 3 clusters Score -575693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -575694.750000 Penalty: 4230.248535
	Iteration 25Q: 3 clusters Score -575694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -575696.812500 Penalty: 4230.248535
	Iteration 26Q: 3 clusters Score -575696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -575696.437500 Penalty: 4230.248535
	Iteration 27Q: 3 clusters Score -575696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -575697.875000 Penalty: 4230.248535
	Iteration 28Q: 3 clusters Score -575697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -575698.187500 Penalty: 4230.248535
	Iteration 29Q: 3 clusters Score -575698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -575699.625000 Penalty: 4230.248535
	Iteration 30Q: 3 clusters Score -575699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -575701.437500 Penalty: 4230.248535
	Iteration 31Q: 3 clusters Score -575701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -575702.687500 Penalty: 4230.248535
	Iteration 32Q: 3 clusters Score -575702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -575702.125000 Penalty: 4230.248535
	Iteration 33Q: 3 clusters Score -575702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -575701.562500 Penalty: 4230.248535
	Iteration 34Q: 3 clusters Score -575701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -575702.750000 Penalty: 4230.248535
	Iteration 35Q: 3 clusters Score -575702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -575703.437500 Penalty: 4230.248535
	Iteration 36Q: 3 clusters Score -575703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -575704.250000 Penalty: 4230.248535
	Iteration 37Q: 3 clusters Score -575704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -575704.562500 Penalty: 4230.248535
	Iteration 38Q: 3 clusters Score -575704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -575703.625000 Penalty: 4230.248535
	Iteration 39Q: 3 clusters Score -575703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -575704.312500 Penalty: 4230.248535
	Iteration 40F: 3 clusters Score -575704.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Entering Unmasked Estep 
Score: -3750363.000000 Penalty: 2575.637695
	Iteration 0F: 2 clusters Score -3750363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3728328.750000 Penalty: 5151.275391
	Iteration 0F: 3 clusters Score -3728329 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3736287.500000 Penalty: 5151.275391
	Iteration 1F: 3 clusters Score -3736288 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3737486.500000 Penalty: 5151.275391
	Iteration 2F: 3 clusters Score -3737486 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3739507.250000 Penalty: 5151.275391
	Iteration 3F: 3 clusters Score -3739507 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3742594.500000 Penalty: 5151.275391
	Iteration 4F: 3 clusters Score -3742594 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3746060.000000 Penalty: 5151.275391
	Iteration 5F: 3 clusters Score -3746060 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3749166.750000 Penalty: 5151.275391
	Iteration 6F: 3 clusters Score -3749167 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3751483.500000 Penalty: 5151.275391
	Iteration 7F: 3 clusters Score -3751484 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -3752857.750000 Penalty: 5151.275391
	Iteration 8F: 3 clusters Score -3752858 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3753529.750000 Penalty: 5151.275391
	Iteration 9Q: 3 clusters Score -3753530 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3753917.250000 Penalty: 5151.275391
	Iteration 10Q: 3 clusters Score -3753917 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3754186.500000 Penalty: 5151.275391
	Iteration 11Q: 3 clusters Score -3754186 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3754350.000000 Penalty: 5151.275391
	Iteration 12Q: 3 clusters Score -3754350 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3754466.750000 Penalty: 5151.275391
	Iteration 13Q: 3 clusters Score -3754467 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3754590.000000 Penalty: 5151.275391
	Iteration 14Q: 3 clusters Score -3754590 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3754710.750000 Penalty: 5151.275391
	Iteration 15Q: 3 clusters Score -3754711 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3754841.750000 Penalty: 5151.275391
	Iteration 16Q: 3 clusters Score -3754842 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3755039.250000 Penalty: 5151.275391
	Iteration 17Q: 3 clusters Score -3755039 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3755444.500000 Penalty: 5151.275391
	Iteration 18Q: 3 clusters Score -3755444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3755824.250000 Penalty: 5151.275391
	Iteration 19Q: 3 clusters Score -3755824 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3755923.500000 Penalty: 5151.275391
	Iteration 20F: 3 clusters Score -3755924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3755945.500000 Penalty: 5151.275391
	Iteration 21Q: 3 clusters Score -3755946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3755953.250000 Penalty: 5151.275391
	Iteration 22Q: 3 clusters Score -3755953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3755949.750000 Penalty: 5151.275391
	Iteration 23Q: 3 clusters Score -3755950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3755950.500000 Penalty: 5151.275391
	Iteration 24Q: 3 clusters Score -3755950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3755950.000000 Penalty: 5151.275391
	Iteration 25Q: 3 clusters Score -3755950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3755952.750000 Penalty: 5151.275391
	Iteration 26Q: 3 clusters Score -3755953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3755951.500000 Penalty: 5151.275391
	Iteration 27Q: 3 clusters Score -3755952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3755946.750000 Penalty: 5151.275391
	Iteration 28Q: 3 clusters Score -3755947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3755947.500000 Penalty: 5151.275391
	Iteration 29Q: 3 clusters Score -3755948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3755948.250000 Penalty: 5151.275391
	Iteration 30Q: 3 clusters Score -3755948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3755949.000000 Penalty: 5151.275391
	Iteration 31Q: 3 clusters Score -3755949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3755949.250000 Penalty: 5151.275391
	Iteration 32Q: 3 clusters Score -3755949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3755949.250000 Penalty: 5151.275391
	Iteration 33F: 3 clusters Score -3755949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 29187 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Mstep: Class 49 contains 10712 members 
Mstep: Class 50 contains 3204 members 
Entering Unmasked Estep 
Score: -133705728.000000 Penalty: 173345.625000
Splitting cluster 25 changes total score from -133677712.000000 to -133705728.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 26 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -536268.687500 Penalty: 2065.515625
	Iteration 0F: 2 clusters Score -536268.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -532645.812500 Penalty: 4131.031250
	Iteration 0F: 3 clusters Score -532645.8 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -535712.687500 Penalty: 4131.031250
	Iteration 1F: 3 clusters Score -535712.7 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -537735.562500 Penalty: 4131.031250
	Iteration 2F: 3 clusters Score -537735.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -538687.875000 Penalty: 4131.031250
	Iteration 3F: 3 clusters Score -538687.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -538996.250000 Penalty: 4131.031250
	Iteration 4F: 3 clusters Score -538996.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -539332.000000 Penalty: 4131.031250
	Iteration 5Q: 3 clusters Score -539332 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -539703.125000 Penalty: 4131.031250
	Iteration 6Q: 3 clusters Score -539703.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -539979.625000 Penalty: 4131.031250
	Iteration 7Q: 3 clusters Score -539979.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -540109.437500 Penalty: 4131.031250
	Iteration 8Q: 3 clusters Score -540109.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -540164.812500 Penalty: 4131.031250
	Iteration 9Q: 3 clusters Score -540164.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -540200.625000 Penalty: 4131.031250
	Iteration 10Q: 3 clusters Score -540200.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -540231.812500 Penalty: 4131.031250
	Iteration 11Q: 3 clusters Score -540231.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -540244.875000 Penalty: 4131.031250
	Iteration 12Q: 3 clusters Score -540244.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -540259.562500 Penalty: 4131.031250
	Iteration 13Q: 3 clusters Score -540259.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -540271.312500 Penalty: 4131.031250
	Iteration 14Q: 3 clusters Score -540271.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -540276.750000 Penalty: 4131.031250
	Iteration 15Q: 3 clusters Score -540276.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -540282.125000 Penalty: 4131.031250
	Iteration 16Q: 3 clusters Score -540282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -540277.062500 Penalty: 4131.031250
	Iteration 17Q: 3 clusters Score -540277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -540288.750000 Penalty: 4131.031250
	Iteration 18Q: 3 clusters Score -540288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -540290.750000 Penalty: 4131.031250
	Iteration 19Q: 3 clusters Score -540290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -540307.250000 Penalty: 4131.031250
	Iteration 20F: 3 clusters Score -540307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -540308.562500 Penalty: 4131.031250
	Iteration 21Q: 3 clusters Score -540308.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -540314.187500 Penalty: 4131.031250
	Iteration 22Q: 3 clusters Score -540314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -540309.750000 Penalty: 4131.031250
	Iteration 23Q: 3 clusters Score -540309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -540309.750000 Penalty: 4131.031250
	Iteration 24F: 3 clusters Score -540309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 29187 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Mstep: Class 49 contains 10712 members 
Mstep: Class 50 contains 3204 members 
Mstep: Class 51 contains 2194 members 
Entering Unmasked Estep 
Score: -133708592.000000 Penalty: 176812.546875
Splitting cluster 26 changes total score from -133677712.000000 to -133708592.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 27 (22523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Entering Unmasked Estep 
Score: -2641390.000000 Penalty: 2485.528564
	Iteration 0F: 2 clusters Score -2641390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2625775.000000 Penalty: 4971.057129
	Iteration 0F: 3 clusters Score -2625775 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2632046.500000 Penalty: 4971.057129
	Iteration 1F: 3 clusters Score -2632046 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2634241.000000 Penalty: 4971.057129
	Iteration 2F: 3 clusters Score -2634241 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2637735.000000 Penalty: 4971.057129
	Iteration 3F: 3 clusters Score -2637735 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2640991.000000 Penalty: 4971.057129
	Iteration 4F: 3 clusters Score -2640991 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2643580.500000 Penalty: 4971.057129
	Iteration 5F: 3 clusters Score -2643580 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2645190.500000 Penalty: 4971.057129
	Iteration 6F: 3 clusters Score -2645190 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2646029.750000 Penalty: 4971.057129
	Iteration 7Q: 3 clusters Score -2646030 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2646473.250000 Penalty: 4971.057129
	Iteration 8Q: 3 clusters Score -2646473 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2646681.750000 Penalty: 4971.057129
	Iteration 9Q: 3 clusters Score -2646682 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2646816.750000 Penalty: 4971.057129
	Iteration 10Q: 3 clusters Score -2646817 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2646925.750000 Penalty: 4971.057129
	Iteration 11Q: 3 clusters Score -2646926 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2647005.250000 Penalty: 4971.057129
	Iteration 12Q: 3 clusters Score -2647005 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2647109.250000 Penalty: 4971.057129
	Iteration 13Q: 3 clusters Score -2647109 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2647190.000000 Penalty: 4971.057129
	Iteration 14Q: 3 clusters Score -2647190 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2647291.000000 Penalty: 4971.057129
	Iteration 15Q: 3 clusters Score -2647291 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2647401.750000 Penalty: 4971.057129
	Iteration 16Q: 3 clusters Score -2647402 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2647537.000000 Penalty: 4971.057129
	Iteration 17Q: 3 clusters Score -2647537 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2647686.000000 Penalty: 4971.057129
	Iteration 18Q: 3 clusters Score -2647686 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2647827.750000 Penalty: 4971.057129
	Iteration 19Q: 3 clusters Score -2647828 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2647981.250000 Penalty: 4971.057129
	Iteration 20F: 3 clusters Score -2647981 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2648141.500000 Penalty: 4971.057129
	Iteration 21Q: 3 clusters Score -2648142 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2648312.000000 Penalty: 4971.057129
	Iteration 22Q: 3 clusters Score -2648312 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2648627.500000 Penalty: 4971.057129
	Iteration 23Q: 3 clusters Score -2648628 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2649108.750000 Penalty: 4971.057129
	Iteration 24Q: 3 clusters Score -2649109 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2649560.750000 Penalty: 4971.057129
	Iteration 25Q: 3 clusters Score -2649561 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2649767.000000 Penalty: 4971.057129
	Iteration 26Q: 3 clusters Score -2649767 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2649838.500000 Penalty: 4971.057129
	Iteration 27Q: 3 clusters Score -2649838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2649864.250000 Penalty: 4971.057129
	Iteration 28Q: 3 clusters Score -2649864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2649877.500000 Penalty: 4971.057129
	Iteration 29Q: 3 clusters Score -2649878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2649907.500000 Penalty: 4971.057129
	Iteration 30Q: 3 clusters Score -2649908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2649927.000000 Penalty: 4971.057129
	Iteration 31Q: 3 clusters Score -2649927 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2649948.250000 Penalty: 4971.057129
	Iteration 32Q: 3 clusters Score -2649948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2649971.500000 Penalty: 4971.057129
	Iteration 33Q: 3 clusters Score -2649972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2649981.250000 Penalty: 4971.057129
	Iteration 34Q: 3 clusters Score -2649981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2649995.250000 Penalty: 4971.057129
	Iteration 35Q: 3 clusters Score -2649995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2650012.750000 Penalty: 4971.057129
	Iteration 36Q: 3 clusters Score -2650013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2650034.000000 Penalty: 4971.057129
	Iteration 37Q: 3 clusters Score -2650034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2650047.000000 Penalty: 4971.057129
	Iteration 38Q: 3 clusters Score -2650047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2650054.000000 Penalty: 4971.057129
	Iteration 39Q: 3 clusters Score -2650054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2650048.750000 Penalty: 4971.057129
	Iteration 40F: 3 clusters Score -2650049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2650055.000000 Penalty: 4971.057129
	Iteration 41Q: 3 clusters Score -2650055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2650054.500000 Penalty: 4971.057129
	Iteration 42Q: 3 clusters Score -2650054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2650057.750000 Penalty: 4971.057129
	Iteration 43Q: 3 clusters Score -2650058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2650060.000000 Penalty: 4971.057129
	Iteration 44Q: 3 clusters Score -2650060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2650057.000000 Penalty: 4971.057129
	Iteration 45Q: 3 clusters Score -2650057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2650064.250000 Penalty: 4971.057129
	Iteration 46Q: 3 clusters Score -2650064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2650063.750000 Penalty: 4971.057129
	Iteration 47Q: 3 clusters Score -2650064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2650065.000000 Penalty: 4971.057129
	Iteration 48Q: 3 clusters Score -2650065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2650063.500000 Penalty: 4971.057129
	Iteration 49Q: 3 clusters Score -2650064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2650065.500000 Penalty: 4971.057129
	Iteration 50Q: 3 clusters Score -2650066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2650060.000000 Penalty: 4971.057129
	Iteration 51Q: 3 clusters Score -2650060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2650063.250000 Penalty: 4971.057129
	Iteration 52Q: 3 clusters Score -2650063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2650063.250000 Penalty: 4971.057129
	Iteration 53F: 3 clusters Score -2650063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 29187 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 5434 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Mstep: Class 49 contains 10712 members 
Mstep: Class 50 contains 3204 members 
Mstep: Class 51 contains 2194 members 
Mstep: Class 52 contains 17089 members 
Entering Unmasked Estep 
Score: -133716256.000000 Penalty: 180279.453125
Splitting cluster 27 changes total score from -133677712.000000 to -133716256.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 28 (18421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Entering Unmasked Estep 
Score: -2145635.500000 Penalty: 2435.668945
	Iteration 0F: 2 clusters Score -2145636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2132594.750000 Penalty: 4871.337891
	Iteration 0F: 3 clusters Score -2132595 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2137043.000000 Penalty: 4871.337891
	Iteration 1F: 3 clusters Score -2137043 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2137781.500000 Penalty: 4871.337891
	Iteration 2F: 3 clusters Score -2137782 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2138510.500000 Penalty: 4871.337891
	Iteration 3F: 3 clusters Score -2138510 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2139221.500000 Penalty: 4871.337891
	Iteration 4F: 3 clusters Score -2139222 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2139958.750000 Penalty: 4871.337891
	Iteration 5F: 3 clusters Score -2139959 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2140672.000000 Penalty: 4871.337891
	Iteration 6F: 3 clusters Score -2140672 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2141342.750000 Penalty: 4871.337891
	Iteration 7F: 3 clusters Score -2141343 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2141821.500000 Penalty: 4871.337891
	Iteration 8Q: 3 clusters Score -2141822 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2142134.250000 Penalty: 4871.337891
	Iteration 9Q: 3 clusters Score -2142134 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2142406.750000 Penalty: 4871.337891
	Iteration 10Q: 3 clusters Score -2142407 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2142658.000000 Penalty: 4871.337891
	Iteration 11Q: 3 clusters Score -2142658 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2142926.750000 Penalty: 4871.337891
	Iteration 12Q: 3 clusters Score -2142927 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2143264.500000 Penalty: 4871.337891
	Iteration 13Q: 3 clusters Score -2143264 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2143690.500000 Penalty: 4871.337891
	Iteration 14Q: 3 clusters Score -2143690 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2144158.750000 Penalty: 4871.337891
	Iteration 15Q: 3 clusters Score -2144159 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2144617.500000 Penalty: 4871.337891
	Iteration 16Q: 3 clusters Score -2144618 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2144900.500000 Penalty: 4871.337891
	Iteration 17Q: 3 clusters Score -2144900 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2144978.500000 Penalty: 4871.337891
	Iteration 18Q: 3 clusters Score -2144978 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2145013.250000 Penalty: 4871.337891
	Iteration 19Q: 3 clusters Score -2145013 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2145034.000000 Penalty: 4871.337891
	Iteration 20F: 3 clusters Score -2145034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2145036.500000 Penalty: 4871.337891
	Iteration 21Q: 3 clusters Score -2145036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2145046.500000 Penalty: 4871.337891
	Iteration 22Q: 3 clusters Score -2145046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2145051.500000 Penalty: 4871.337891
	Iteration 23Q: 3 clusters Score -2145052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2145056.250000 Penalty: 4871.337891
	Iteration 24Q: 3 clusters Score -2145056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2145056.000000 Penalty: 4871.337891
	Iteration 25Q: 3 clusters Score -2145056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2145057.750000 Penalty: 4871.337891
	Iteration 26Q: 3 clusters Score -2145058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2145062.000000 Penalty: 4871.337891
	Iteration 27Q: 3 clusters Score -2145062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2145057.250000 Penalty: 4871.337891
	Iteration 28Q: 3 clusters Score -2145057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2145058.250000 Penalty: 4871.337891
	Iteration 29Q: 3 clusters Score -2145058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2145059.500000 Penalty: 4871.337891
	Iteration 30Q: 3 clusters Score -2145060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2145061.500000 Penalty: 4871.337891
	Iteration 31Q: 3 clusters Score -2145062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2145062.000000 Penalty: 4871.337891
	Iteration 32Q: 3 clusters Score -2145062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2145063.000000 Penalty: 4871.337891
	Iteration 33Q: 3 clusters Score -2145063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2145060.500000 Penalty: 4871.337891
	Iteration 34Q: 3 clusters Score -2145060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2145061.750000 Penalty: 4871.337891
	Iteration 35Q: 3 clusters Score -2145062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2145060.500000 Penalty: 4871.337891
	Iteration 36Q: 3 clusters Score -2145060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2145063.000000 Penalty: 4871.337891
	Iteration 37Q: 3 clusters Score -2145063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2145063.000000 Penalty: 4871.337891
	Iteration 38F: 3 clusters Score -2145063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Entering Unmasked Estep 
Score: -2036996.625000 Penalty: 2418.761719
	Iteration 0F: 2 clusters Score -2036997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2024704.500000 Penalty: 4837.523438
	Iteration 0F: 3 clusters Score -2024704 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2028702.125000 Penalty: 4837.523438
	Iteration 1F: 3 clusters Score -2028702 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2029074.625000 Penalty: 4837.523438
	Iteration 2F: 3 clusters Score -2029075 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2029420.500000 Penalty: 4837.523438
	Iteration 3Q: 3 clusters Score -2029420 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2029772.500000 Penalty: 4837.523438
	Iteration 4Q: 3 clusters Score -2029772 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2030208.000000 Penalty: 4837.523438
	Iteration 5Q: 3 clusters Score -2030208 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2030778.500000 Penalty: 4837.523438
	Iteration 6F: 3 clusters Score -2030778 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2031406.375000 Penalty: 4837.523438
	Iteration 7F: 3 clusters Score -2031406 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2032032.000000 Penalty: 4837.523438
	Iteration 8F: 3 clusters Score -2032032 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2032476.375000 Penalty: 4837.523438
	Iteration 9F: 3 clusters Score -2032476 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2032783.250000 Penalty: 4837.523438
	Iteration 10Q: 3 clusters Score -2032783 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2032980.125000 Penalty: 4837.523438
	Iteration 11Q: 3 clusters Score -2032980 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2033155.875000 Penalty: 4837.523438
	Iteration 12Q: 3 clusters Score -2033156 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2033313.000000 Penalty: 4837.523438
	Iteration 13Q: 3 clusters Score -2033313 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2033496.375000 Penalty: 4837.523438
	Iteration 14Q: 3 clusters Score -2033496 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2033745.625000 Penalty: 4837.523438
	Iteration 15Q: 3 clusters Score -2033746 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2034069.125000 Penalty: 4837.523438
	Iteration 16Q: 3 clusters Score -2034069 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2034463.625000 Penalty: 4837.523438
	Iteration 17Q: 3 clusters Score -2034464 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2034880.625000 Penalty: 4837.523438
	Iteration 18Q: 3 clusters Score -2034881 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2035147.125000 Penalty: 4837.523438
	Iteration 19Q: 3 clusters Score -2035147 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2035301.000000 Penalty: 4837.523438
	Iteration 20F: 3 clusters Score -2035301 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2035416.125000 Penalty: 4837.523438
	Iteration 21Q: 3 clusters Score -2035416 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2035501.125000 Penalty: 4837.523438
	Iteration 22Q: 3 clusters Score -2035501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2035552.750000 Penalty: 4837.523438
	Iteration 23Q: 3 clusters Score -2035553 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2035588.375000 Penalty: 4837.523438
	Iteration 24Q: 3 clusters Score -2035588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2035610.000000 Penalty: 4837.523438
	Iteration 25Q: 3 clusters Score -2035610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2035630.000000 Penalty: 4837.523438
	Iteration 26Q: 3 clusters Score -2035630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2035641.375000 Penalty: 4837.523438
	Iteration 27Q: 3 clusters Score -2035641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2035647.875000 Penalty: 4837.523438
	Iteration 28Q: 3 clusters Score -2035648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2035646.500000 Penalty: 4837.523438
	Iteration 29Q: 3 clusters Score -2035646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2035649.125000 Penalty: 4837.523438
	Iteration 30Q: 3 clusters Score -2035649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2035653.750000 Penalty: 4837.523438
	Iteration 31Q: 3 clusters Score -2035654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2035651.750000 Penalty: 4837.523438
	Iteration 32Q: 3 clusters Score -2035652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2035652.375000 Penalty: 4837.523438
	Iteration 33Q: 3 clusters Score -2035652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2035653.500000 Penalty: 4837.523438
	Iteration 34Q: 3 clusters Score -2035654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2035656.250000 Penalty: 4837.523438
	Iteration 35Q: 3 clusters Score -2035656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2035656.250000 Penalty: 4837.523438
	Iteration 36F: 3 clusters Score -2035656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Entering Unmasked Estep 
Score: -1034691.375000 Penalty: 2258.172852
	Iteration 0F: 2 clusters Score -1034691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1027689.875000 Penalty: 4516.345703
	Iteration 0F: 3 clusters Score -1027690 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1029934.187500 Penalty: 4516.345703
	Iteration 1F: 3 clusters Score -1029934 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1030634.375000 Penalty: 4516.345703
	Iteration 2F: 3 clusters Score -1030634 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1031492.937500 Penalty: 4516.345703
	Iteration 3F: 3 clusters Score -1031493 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1032568.625000 Penalty: 4516.345703
	Iteration 4F: 3 clusters Score -1032569 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1033748.125000 Penalty: 4516.345703
	Iteration 5F: 3 clusters Score -1033748 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1034655.812500 Penalty: 4516.345703
	Iteration 6F: 3 clusters Score -1034656 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1035088.500000 Penalty: 4516.345703
	Iteration 7F: 3 clusters Score -1035088 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1035312.062500 Penalty: 4516.345703
	Iteration 8Q: 3 clusters Score -1035312 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1035450.000000 Penalty: 4516.345703
	Iteration 9Q: 3 clusters Score -1035450 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1035540.312500 Penalty: 4516.345703
	Iteration 10Q: 3 clusters Score -1035540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1035599.625000 Penalty: 4516.345703
	Iteration 11Q: 3 clusters Score -1035600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1035642.375000 Penalty: 4516.345703
	Iteration 12Q: 3 clusters Score -1035642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1035666.125000 Penalty: 4516.345703
	Iteration 13Q: 3 clusters Score -1035666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1035684.500000 Penalty: 4516.345703
	Iteration 14Q: 3 clusters Score -1035684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1035698.812500 Penalty: 4516.345703
	Iteration 15Q: 3 clusters Score -1035699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1035707.750000 Penalty: 4516.345703
	Iteration 16Q: 3 clusters Score -1035708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1035713.937500 Penalty: 4516.345703
	Iteration 17Q: 3 clusters Score -1035714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1035720.875000 Penalty: 4516.345703
	Iteration 18Q: 3 clusters Score -1035721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1035729.812500 Penalty: 4516.345703
	Iteration 19Q: 3 clusters Score -1035730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1035730.125000 Penalty: 4516.345703
	Iteration 20F: 3 clusters Score -1035730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1035733.875000 Penalty: 4516.345703
	Iteration 21Q: 3 clusters Score -1035734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1035731.812500 Penalty: 4516.345703
	Iteration 22Q: 3 clusters Score -1035732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1035734.375000 Penalty: 4516.345703
	Iteration 23Q: 3 clusters Score -1035734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1035734.812500 Penalty: 4516.345703
	Iteration 24Q: 3 clusters Score -1035735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1035733.312500 Penalty: 4516.345703
	Iteration 25Q: 3 clusters Score -1035733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1035733.312500 Penalty: 4516.345703
	Iteration 26F: 3 clusters Score -1035733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 29187 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 5434 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 34669 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Mstep: Class 49 contains 10712 members 
Mstep: Class 50 contains 3204 members 
Mstep: Class 51 contains 2194 members 
Mstep: Class 52 contains 17089 members 
Mstep: Class 53 contains 4207 members 
Entering Unmasked Estep 
Score: -133716064.000000 Penalty: 183746.375000
Splitting cluster 30 changes total score from -133677712.000000 to -133716064.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 31 (6103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Entering Unmasked Estep 
Score: -731549.937500 Penalty: 2161.700928
	Iteration 0F: 2 clusters Score -731549.9 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 3076 members 
Entering Unmasked Estep 
Score: -726377.687500 Penalty: 4323.401855
	Iteration 0F: 3 clusters Score -726377.7 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -727525.812500 Penalty: 4323.401855
	Iteration 1F: 3 clusters Score -727525.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -727735.687500 Penalty: 4323.401855
	Iteration 2F: 3 clusters Score -727735.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -727891.937500 Penalty: 4323.401855
	Iteration 3F: 3 clusters Score -727891.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -728000.125000 Penalty: 4323.401855
	Iteration 4Q: 3 clusters Score -728000.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -728084.937500 Penalty: 4323.401855
	Iteration 5Q: 3 clusters Score -728084.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -728162.250000 Penalty: 4323.401855
	Iteration 6Q: 3 clusters Score -728162.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -728230.875000 Penalty: 4323.401855
	Iteration 7Q: 3 clusters Score -728230.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -728305.187500 Penalty: 4323.401855
	Iteration 8Q: 3 clusters Score -728305.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -728388.687500 Penalty: 4323.401855
	Iteration 9Q: 3 clusters Score -728388.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -728476.000000 Penalty: 4323.401855
	Iteration 10Q: 3 clusters Score -728476 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -728574.812500 Penalty: 4323.401855
	Iteration 11Q: 3 clusters Score -728574.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -728667.000000 Penalty: 4323.401855
	Iteration 12Q: 3 clusters Score -728667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -728756.062500 Penalty: 4323.401855
	Iteration 13Q: 3 clusters Score -728756.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -728835.250000 Penalty: 4323.401855
	Iteration 14Q: 3 clusters Score -728835.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -728915.687500 Penalty: 4323.401855
	Iteration 15Q: 3 clusters Score -728915.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -728986.500000 Penalty: 4323.401855
	Iteration 16Q: 3 clusters Score -728986.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -729063.437500 Penalty: 4323.401855
	Iteration 17Q: 3 clusters Score -729063.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -729126.125000 Penalty: 4323.401855
	Iteration 18Q: 3 clusters Score -729126.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -729180.625000 Penalty: 4323.401855
	Iteration 19Q: 3 clusters Score -729180.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -729228.000000 Penalty: 4323.401855
	Iteration 20F: 3 clusters Score -729228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -729271.562500 Penalty: 4323.401855
	Iteration 21Q: 3 clusters Score -729271.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -729313.312500 Penalty: 4323.401855
	Iteration 22Q: 3 clusters Score -729313.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -729351.312500 Penalty: 4323.401855
	Iteration 23Q: 3 clusters Score -729351.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -729391.937500 Penalty: 4323.401855
	Iteration 24Q: 3 clusters Score -729391.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -729442.250000 Penalty: 4323.401855
	Iteration 25Q: 3 clusters Score -729442.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -729486.187500 Penalty: 4323.401855
	Iteration 26Q: 3 clusters Score -729486.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -729527.250000 Penalty: 4323.401855
	Iteration 27Q: 3 clusters Score -729527.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -729560.750000 Penalty: 4323.401855
	Iteration 28Q: 3 clusters Score -729560.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -729582.000000 Penalty: 4323.401855
	Iteration 29Q: 3 clusters Score -729582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -729602.125000 Penalty: 4323.401855
	Iteration 30Q: 3 clusters Score -729602.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -729615.500000 Penalty: 4323.401855
	Iteration 31Q: 3 clusters Score -729615.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -729624.187500 Penalty: 4323.401855
	Iteration 32Q: 3 clusters Score -729624.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -729634.937500 Penalty: 4323.401855
	Iteration 33Q: 3 clusters Score -729634.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -729643.562500 Penalty: 4323.401855
	Iteration 34Q: 3 clusters Score -729643.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -729648.750000 Penalty: 4323.401855
	Iteration 35Q: 3 clusters Score -729648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -729654.000000 Penalty: 4323.401855
	Iteration 36Q: 3 clusters Score -729654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -729658.000000 Penalty: 4323.401855
	Iteration 37Q: 3 clusters Score -729658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -729664.375000 Penalty: 4323.401855
	Iteration 38Q: 3 clusters Score -729664.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -729672.250000 Penalty: 4323.401855
	Iteration 39Q: 3 clusters Score -729672.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -729676.437500 Penalty: 4323.401855
	Iteration 40F: 3 clusters Score -729676.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -729684.812500 Penalty: 4323.401855
	Iteration 41Q: 3 clusters Score -729684.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -729690.375000 Penalty: 4323.401855
	Iteration 42Q: 3 clusters Score -729690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -729694.750000 Penalty: 4323.401855
	Iteration 43Q: 3 clusters Score -729694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -729695.562500 Penalty: 4323.401855
	Iteration 44Q: 3 clusters Score -729695.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -729701.250000 Penalty: 4323.401855
	Iteration 45Q: 3 clusters Score -729701.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -729704.375000 Penalty: 4323.401855
	Iteration 46Q: 3 clusters Score -729704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -729709.437500 Penalty: 4323.401855
	Iteration 47Q: 3 clusters Score -729709.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -729711.937500 Penalty: 4323.401855
	Iteration 48Q: 3 clusters Score -729711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -729714.000000 Penalty: 4323.401855
	Iteration 49Q: 3 clusters Score -729714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -729715.437500 Penalty: 4323.401855
	Iteration 50Q: 3 clusters Score -729715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -729716.187500 Penalty: 4323.401855
	Iteration 51Q: 3 clusters Score -729716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -729717.437500 Penalty: 4323.401855
	Iteration 52Q: 3 clusters Score -729717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -729717.562500 Penalty: 4323.401855
	Iteration 53Q: 3 clusters Score -729717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -729717.187500 Penalty: 4323.401855
	Iteration 54Q: 3 clusters Score -729717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -729718.250000 Penalty: 4323.401855
	Iteration 55Q: 3 clusters Score -729718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -729718.062500 Penalty: 4323.401855
	Iteration 56Q: 3 clusters Score -729718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -729719.437500 Penalty: 4323.401855
	Iteration 57Q: 3 clusters Score -729719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -729721.125000 Penalty: 4323.401855
	Iteration 58Q: 3 clusters Score -729721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -729721.062500 Penalty: 4323.401855
	Iteration 59Q: 3 clusters Score -729721.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -729721.062500 Penalty: 4323.401855
	Iteration 60F: 3 clusters Score -729721.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Entering Unmasked Estep 
Score: -3964461.000000 Penalty: 2592.492920
	Iteration 0F: 2 clusters Score -3964461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3940816.250000 Penalty: 5184.985840
	Iteration 0F: 3 clusters Score -3940816 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3949394.000000 Penalty: 5184.985840
	Iteration 1F: 3 clusters Score -3949394 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3949965.250000 Penalty: 5184.985840
	Iteration 2Q: 3 clusters Score -3949965 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3950512.000000 Penalty: 5184.985840
	Iteration 3Q: 3 clusters Score -3950512 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3951081.250000 Penalty: 5184.985840
	Iteration 4Q: 3 clusters Score -3951081 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3951728.500000 Penalty: 5184.985840
	Iteration 5Q: 3 clusters Score -3951728 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3952504.500000 Penalty: 5184.985840
	Iteration 6Q: 3 clusters Score -3952504 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3953453.750000 Penalty: 5184.985840
	Iteration 7Q: 3 clusters Score -3953454 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -3954528.750000 Penalty: 5184.985840
	Iteration 8F: 3 clusters Score -3954529 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3955741.750000 Penalty: 5184.985840
	Iteration 9F: 3 clusters Score -3955742 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3957030.000000 Penalty: 5184.985840
	Iteration 10F: 3 clusters Score -3957030 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3958171.250000 Penalty: 5184.985840
	Iteration 11F: 3 clusters Score -3958171 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3959169.250000 Penalty: 5184.985840
	Iteration 12Q: 3 clusters Score -3959169 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3960073.250000 Penalty: 5184.985840
	Iteration 13Q: 3 clusters Score -3960073 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3960858.250000 Penalty: 5184.985840
	Iteration 14Q: 3 clusters Score -3960858 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3961496.250000 Penalty: 5184.985840
	Iteration 15Q: 3 clusters Score -3961496 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3962046.250000 Penalty: 5184.985840
	Iteration 16Q: 3 clusters Score -3962046 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3962509.250000 Penalty: 5184.985840
	Iteration 17Q: 3 clusters Score -3962509 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3962861.250000 Penalty: 5184.985840
	Iteration 18Q: 3 clusters Score -3962861 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3963176.000000 Penalty: 5184.985840
	Iteration 19Q: 3 clusters Score -3963176 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -3963413.250000 Penalty: 5184.985840
	Iteration 20F: 3 clusters Score -3963413 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3963606.750000 Penalty: 5184.985840
	Iteration 21Q: 3 clusters Score -3963607 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3963745.250000 Penalty: 5184.985840
	Iteration 22Q: 3 clusters Score -3963745 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3963885.750000 Penalty: 5184.985840
	Iteration 23Q: 3 clusters Score -3963886 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3964005.500000 Penalty: 5184.985840
	Iteration 24Q: 3 clusters Score -3964006 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3964089.750000 Penalty: 5184.985840
	Iteration 25Q: 3 clusters Score -3964090 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3964155.000000 Penalty: 5184.985840
	Iteration 26Q: 3 clusters Score -3964155 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3964224.000000 Penalty: 5184.985840
	Iteration 27Q: 3 clusters Score -3964224 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3964262.250000 Penalty: 5184.985840
	Iteration 28Q: 3 clusters Score -3964262 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3964301.500000 Penalty: 5184.985840
	Iteration 29Q: 3 clusters Score -3964302 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3964321.750000 Penalty: 5184.985840
	Iteration 30Q: 3 clusters Score -3964322 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3964341.250000 Penalty: 5184.985840
	Iteration 31Q: 3 clusters Score -3964341 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3964357.250000 Penalty: 5184.985840
	Iteration 32Q: 3 clusters Score -3964357 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -3964380.250000 Penalty: 5184.985840
	Iteration 33Q: 3 clusters Score -3964380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3964411.750000 Penalty: 5184.985840
	Iteration 34Q: 3 clusters Score -3964412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -3964427.250000 Penalty: 5184.985840
	Iteration 35Q: 3 clusters Score -3964427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3964425.500000 Penalty: 5184.985840
	Iteration 36Q: 3 clusters Score -3964426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3964428.500000 Penalty: 5184.985840
	Iteration 37Q: 3 clusters Score -3964428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3964428.000000 Penalty: 5184.985840
	Iteration 38Q: 3 clusters Score -3964428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3964429.000000 Penalty: 5184.985840
	Iteration 39Q: 3 clusters Score -3964429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3964435.000000 Penalty: 5184.985840
	Iteration 40F: 3 clusters Score -3964435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -3964431.000000 Penalty: 5184.985840
	Iteration 41Q: 3 clusters Score -3964431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3964438.000000 Penalty: 5184.985840
	Iteration 42Q: 3 clusters Score -3964438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3964446.750000 Penalty: 5184.985840
	Iteration 43Q: 3 clusters Score -3964447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3964439.000000 Penalty: 5184.985840
	Iteration 44Q: 3 clusters Score -3964439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3964445.500000 Penalty: 5184.985840
	Iteration 45Q: 3 clusters Score -3964446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3964449.500000 Penalty: 5184.985840
	Iteration 46Q: 3 clusters Score -3964450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3964445.750000 Penalty: 5184.985840
	Iteration 47Q: 3 clusters Score -3964446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -3964449.250000 Penalty: 5184.985840
	Iteration 48Q: 3 clusters Score -3964449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3964453.750000 Penalty: 5184.985840
	Iteration 49Q: 3 clusters Score -3964454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3964453.500000 Penalty: 5184.985840
	Iteration 50Q: 3 clusters Score -3964454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3964454.500000 Penalty: 5184.985840
	Iteration 51Q: 3 clusters Score -3964454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3964456.250000 Penalty: 5184.985840
	Iteration 52Q: 3 clusters Score -3964456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3964455.250000 Penalty: 5184.985840
	Iteration 53Q: 3 clusters Score -3964455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -3964453.250000 Penalty: 5184.985840
	Iteration 54Q: 3 clusters Score -3964453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3964455.500000 Penalty: 5184.985840
	Iteration 55Q: 3 clusters Score -3964456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3964460.500000 Penalty: 5184.985840
	Iteration 56Q: 3 clusters Score -3964460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3964460.500000 Penalty: 5184.985840
	Iteration 57Q: 3 clusters Score -3964460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3964469.500000 Penalty: 5184.985840
	Iteration 58Q: 3 clusters Score -3964470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -3964467.500000 Penalty: 5184.985840
	Iteration 59Q: 3 clusters Score -3964468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3964467.000000 Penalty: 5184.985840
	Iteration 60F: 3 clusters Score -3964467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3964466.500000 Penalty: 5184.985840
	Iteration 61Q: 3 clusters Score -3964466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3964466.500000 Penalty: 5184.985840
	Iteration 62F: 3 clusters Score -3964466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 29187 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 5434 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 5318 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Mstep: Class 49 contains 10712 members 
Mstep: Class 50 contains 3204 members 
Mstep: Class 51 contains 2194 members 
Mstep: Class 52 contains 17089 members 
Mstep: Class 53 contains 4207 members 
Mstep: Class 54 contains 29351 members 
Entering Unmasked Estep 
Score: -133716024.000000 Penalty: 187213.281250
Splitting cluster 32 changes total score from -133677712.000000 to -133716024.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 33 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -388998.843750 Penalty: 1968.999756
	Iteration 0F: 2 clusters Score -388998.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -385993.062500 Penalty: 3937.999512
	Iteration 0F: 3 clusters Score -385993.1 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -388259.062500 Penalty: 3937.999512
	Iteration 1F: 3 clusters Score -388259.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -390259.187500 Penalty: 3937.999512
	Iteration 2F: 3 clusters Score -390259.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -391139.125000 Penalty: 3937.999512
	Iteration 3F: 3 clusters Score -391139.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -391673.687500 Penalty: 3937.999512
	Iteration 4F: 3 clusters Score -391673.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -392164.593750 Penalty: 3937.999512
	Iteration 5Q: 3 clusters Score -392164.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -392452.968750 Penalty: 3937.999512
	Iteration 6Q: 3 clusters Score -392453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -392535.312500 Penalty: 3937.999512
	Iteration 7Q: 3 clusters Score -392535.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -392562.906250 Penalty: 3937.999512
	Iteration 8Q: 3 clusters Score -392562.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -392573.812500 Penalty: 3937.999512
	Iteration 9Q: 3 clusters Score -392573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -392573.593750 Penalty: 3937.999512
	Iteration 10Q: 3 clusters Score -392573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -392575.281250 Penalty: 3937.999512
	Iteration 11Q: 3 clusters Score -392575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -392581.062500 Penalty: 3937.999512
	Iteration 12Q: 3 clusters Score -392581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -392581.062500 Penalty: 3937.999512
	Iteration 13F: 3 clusters Score -392581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 29187 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 5434 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 5318 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 17781 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Mstep: Class 49 contains 10712 members 
Mstep: Class 50 contains 3204 members 
Mstep: Class 51 contains 2194 members 
Mstep: Class 52 contains 17089 members 
Mstep: Class 53 contains 4207 members 
Mstep: Class 54 contains 29351 members 
Mstep: Class 55 contains 2311 members 
Entering Unmasked Estep 
Score: -133718424.000000 Penalty: 190680.203125
Splitting cluster 33 changes total score from -133677712.000000 to -133718424.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 34 (51877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Entering Unmasked Estep 
Score: -6055915.500000 Penalty: 2692.444580
	Iteration 0F: 2 clusters Score -6055916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -6020925.500000 Penalty: 5384.889160
	Iteration 0F: 3 clusters Score -6020926 nChanged 24143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -6034927.500000 Penalty: 5384.889160
	Iteration 1F: 3 clusters Score -6034928 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -6035957.000000 Penalty: 5384.889160
	Iteration 2Q: 3 clusters Score -6035957 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -6037092.000000 Penalty: 5384.889160
	Iteration 3Q: 3 clusters Score -6037092 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -6038301.000000 Penalty: 5384.889160
	Iteration 4Q: 3 clusters Score -6038301 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -6039524.500000 Penalty: 5384.889160
	Iteration 5Q: 3 clusters Score -6039524 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -6041042.500000 Penalty: 5384.889160
	Iteration 6F: 3 clusters Score -6041042 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -6042762.500000 Penalty: 5384.889160
	Iteration 7F: 3 clusters Score -6042762 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -6044481.500000 Penalty: 5384.889160
	Iteration 8F: 3 clusters Score -6044482 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -6046155.000000 Penalty: 5384.889160
	Iteration 9F: 3 clusters Score -6046155 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -6047490.500000 Penalty: 5384.889160
	Iteration 10Q: 3 clusters Score -6047490 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -6048366.000000 Penalty: 5384.889160
	Iteration 11Q: 3 clusters Score -6048366 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -6048906.000000 Penalty: 5384.889160
	Iteration 12Q: 3 clusters Score -6048906 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -6049269.000000 Penalty: 5384.889160
	Iteration 13Q: 3 clusters Score -6049269 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -6049514.500000 Penalty: 5384.889160
	Iteration 14Q: 3 clusters Score -6049514 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -6049686.500000 Penalty: 5384.889160
	Iteration 15Q: 3 clusters Score -6049686 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -6049854.000000 Penalty: 5384.889160
	Iteration 16Q: 3 clusters Score -6049854 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -6050017.000000 Penalty: 5384.889160
	Iteration 17Q: 3 clusters Score -6050017 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -6050143.500000 Penalty: 5384.889160
	Iteration 18Q: 3 clusters Score -6050144 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -6050312.500000 Penalty: 5384.889160
	Iteration 19Q: 3 clusters Score -6050312 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -6050414.000000 Penalty: 5384.889160
	Iteration 20F: 3 clusters Score -6050414 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -6050522.500000 Penalty: 5384.889160
	Iteration 21Q: 3 clusters Score -6050522 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -6050651.000000 Penalty: 5384.889160
	Iteration 22Q: 3 clusters Score -6050651 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -6050802.500000 Penalty: 5384.889160
	Iteration 23Q: 3 clusters Score -6050802 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -6050993.000000 Penalty: 5384.889160
	Iteration 24Q: 3 clusters Score -6050993 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -6051214.500000 Penalty: 5384.889160
	Iteration 25Q: 3 clusters Score -6051214 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -6051429.000000 Penalty: 5384.889160
	Iteration 26Q: 3 clusters Score -6051429 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -6051591.000000 Penalty: 5384.889160
	Iteration 27Q: 3 clusters Score -6051591 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -6051792.000000 Penalty: 5384.889160
	Iteration 28Q: 3 clusters Score -6051792 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -6051969.500000 Penalty: 5384.889160
	Iteration 29Q: 3 clusters Score -6051970 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -6052146.000000 Penalty: 5384.889160
	Iteration 30Q: 3 clusters Score -6052146 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -6052321.500000 Penalty: 5384.889160
	Iteration 31Q: 3 clusters Score -6052322 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -6052514.500000 Penalty: 5384.889160
	Iteration 32Q: 3 clusters Score -6052514 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -6052687.000000 Penalty: 5384.889160
	Iteration 33Q: 3 clusters Score -6052687 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -6052869.000000 Penalty: 5384.889160
	Iteration 34Q: 3 clusters Score -6052869 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -6052979.500000 Penalty: 5384.889160
	Iteration 35Q: 3 clusters Score -6052980 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -6053096.000000 Penalty: 5384.889160
	Iteration 36Q: 3 clusters Score -6053096 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -6053190.500000 Penalty: 5384.889160
	Iteration 37Q: 3 clusters Score -6053190 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -6053255.000000 Penalty: 5384.889160
	Iteration 38Q: 3 clusters Score -6053255 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -6053313.500000 Penalty: 5384.889160
	Iteration 39Q: 3 clusters Score -6053314 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -6053377.000000 Penalty: 5384.889160
	Iteration 40F: 3 clusters Score -6053377 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -6053419.000000 Penalty: 5384.889160
	Iteration 41Q: 3 clusters Score -6053419 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -6053467.000000 Penalty: 5384.889160
	Iteration 42Q: 3 clusters Score -6053467 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -6053518.000000 Penalty: 5384.889160
	Iteration 43Q: 3 clusters Score -6053518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -6053564.000000 Penalty: 5384.889160
	Iteration 44Q: 3 clusters Score -6053564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -6053584.500000 Penalty: 5384.889160
	Iteration 45Q: 3 clusters Score -6053584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -6053614.000000 Penalty: 5384.889160
	Iteration 46Q: 3 clusters Score -6053614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -6053621.500000 Penalty: 5384.889160
	Iteration 47Q: 3 clusters Score -6053622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -6053641.500000 Penalty: 5384.889160
	Iteration 48Q: 3 clusters Score -6053642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -6053659.000000 Penalty: 5384.889160
	Iteration 49Q: 3 clusters Score -6053659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6053673.500000 Penalty: 5384.889160
	Iteration 50Q: 3 clusters Score -6053674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6053675.500000 Penalty: 5384.889160
	Iteration 51Q: 3 clusters Score -6053676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -6053704.000000 Penalty: 5384.889160
	Iteration 52Q: 3 clusters Score -6053704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -6053735.500000 Penalty: 5384.889160
	Iteration 53Q: 3 clusters Score -6053736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -6053745.000000 Penalty: 5384.889160
	Iteration 54Q: 3 clusters Score -6053745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -6053759.500000 Penalty: 5384.889160
	Iteration 55Q: 3 clusters Score -6053760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -6053760.500000 Penalty: 5384.889160
	Iteration 56Q: 3 clusters Score -6053760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -6053781.500000 Penalty: 5384.889160
	Iteration 57Q: 3 clusters Score -6053782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -6053791.000000 Penalty: 5384.889160
	Iteration 58Q: 3 clusters Score -6053791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -6053808.500000 Penalty: 5384.889160
	Iteration 59Q: 3 clusters Score -6053808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -6053819.500000 Penalty: 5384.889160
	Iteration 60F: 3 clusters Score -6053820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -6053830.000000 Penalty: 5384.889160
	Iteration 61Q: 3 clusters Score -6053830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -6053833.000000 Penalty: 5384.889160
	Iteration 62Q: 3 clusters Score -6053833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -6053834.500000 Penalty: 5384.889160
	Iteration 63Q: 3 clusters Score -6053834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -6053846.500000 Penalty: 5384.889160
	Iteration 64Q: 3 clusters Score -6053846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -6053845.500000 Penalty: 5384.889160
	Iteration 65Q: 3 clusters Score -6053846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -6053843.500000 Penalty: 5384.889160
	Iteration 66Q: 3 clusters Score -6053844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -6053850.000000 Penalty: 5384.889160
	Iteration 67Q: 3 clusters Score -6053850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -6053849.500000 Penalty: 5384.889160
	Iteration 68Q: 3 clusters Score -6053850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -6053853.500000 Penalty: 5384.889160
	Iteration 69Q: 3 clusters Score -6053854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -6053848.000000 Penalty: 5384.889160
	Iteration 70Q: 3 clusters Score -6053848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -6053854.500000 Penalty: 5384.889160
	Iteration 71Q: 3 clusters Score -6053854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6053852.000000 Penalty: 5384.889160
	Iteration 72Q: 3 clusters Score -6053852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -6053848.000000 Penalty: 5384.889160
	Iteration 73Q: 3 clusters Score -6053848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6053851.000000 Penalty: 5384.889160
	Iteration 74Q: 3 clusters Score -6053851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -6053847.500000 Penalty: 5384.889160
	Iteration 75Q: 3 clusters Score -6053848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -6053853.000000 Penalty: 5384.889160
	Iteration 76Q: 3 clusters Score -6053853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -6053857.000000 Penalty: 5384.889160
	Iteration 77Q: 3 clusters Score -6053857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6053858.000000 Penalty: 5384.889160
	Iteration 78Q: 3 clusters Score -6053858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -6053857.000000 Penalty: 5384.889160
	Iteration 79Q: 3 clusters Score -6053857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -6053859.500000 Penalty: 5384.889160
	Iteration 80F: 3 clusters Score -6053860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -6053865.000000 Penalty: 5384.889160
	Iteration 81Q: 3 clusters Score -6053865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -6053866.000000 Penalty: 5384.889160
	Iteration 82Q: 3 clusters Score -6053866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -6053861.000000 Penalty: 5384.889160
	Iteration 83Q: 3 clusters Score -6053861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -6053861.500000 Penalty: 5384.889160
	Iteration 84Q: 3 clusters Score -6053862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -6053862.000000 Penalty: 5384.889160
	Iteration 85Q: 3 clusters Score -6053862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6053863.000000 Penalty: 5384.889160
	Iteration 86Q: 3 clusters Score -6053863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -6053861.500000 Penalty: 5384.889160
	Iteration 87Q: 3 clusters Score -6053862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6053860.500000 Penalty: 5384.889160
	Iteration 88Q: 3 clusters Score -6053860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -6053868.500000 Penalty: 5384.889160
	Iteration 89Q: 3 clusters Score -6053868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -6053866.000000 Penalty: 5384.889160
	Iteration 90Q: 3 clusters Score -6053866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -6053866.000000 Penalty: 5384.889160
	Iteration 91F: 3 clusters Score -6053866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Entering Unmasked Estep 
Score: -1819689.875000 Penalty: 2426.899658
	Iteration 0F: 2 clusters Score -1819690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1807113.500000 Penalty: 4853.799316
	Iteration 0F: 3 clusters Score -1807114 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1811504.875000 Penalty: 4853.799316
	Iteration 1F: 3 clusters Score -1811505 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1812282.000000 Penalty: 4853.799316
	Iteration 2F: 3 clusters Score -1812282 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1813058.375000 Penalty: 4853.799316
	Iteration 3F: 3 clusters Score -1813058 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1813778.000000 Penalty: 4853.799316
	Iteration 4F: 3 clusters Score -1813778 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1814506.625000 Penalty: 4853.799316
	Iteration 5F: 3 clusters Score -1814507 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1815167.125000 Penalty: 4853.799316
	Iteration 6F: 3 clusters Score -1815167 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1815770.250000 Penalty: 4853.799316
	Iteration 7F: 3 clusters Score -1815770 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1816375.500000 Penalty: 4853.799316
	Iteration 8Q: 3 clusters Score -1816376 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1816901.125000 Penalty: 4853.799316
	Iteration 9Q: 3 clusters Score -1816901 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1817253.250000 Penalty: 4853.799316
	Iteration 10Q: 3 clusters Score -1817253 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1817464.750000 Penalty: 4853.799316
	Iteration 11Q: 3 clusters Score -1817465 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1817594.000000 Penalty: 4853.799316
	Iteration 12Q: 3 clusters Score -1817594 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1817668.125000 Penalty: 4853.799316
	Iteration 13Q: 3 clusters Score -1817668 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1817734.875000 Penalty: 4853.799316
	Iteration 14Q: 3 clusters Score -1817735 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1817778.750000 Penalty: 4853.799316
	Iteration 15Q: 3 clusters Score -1817779 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1817816.625000 Penalty: 4853.799316
	Iteration 16Q: 3 clusters Score -1817817 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1817843.750000 Penalty: 4853.799316
	Iteration 17Q: 3 clusters Score -1817844 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1817879.750000 Penalty: 4853.799316
	Iteration 18Q: 3 clusters Score -1817880 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1817893.875000 Penalty: 4853.799316
	Iteration 19Q: 3 clusters Score -1817894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1817928.125000 Penalty: 4853.799316
	Iteration 20F: 3 clusters Score -1817928 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1817952.125000 Penalty: 4853.799316
	Iteration 21Q: 3 clusters Score -1817952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1817984.500000 Penalty: 4853.799316
	Iteration 22Q: 3 clusters Score -1817984 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1818017.875000 Penalty: 4853.799316
	Iteration 23Q: 3 clusters Score -1818018 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1818057.750000 Penalty: 4853.799316
	Iteration 24Q: 3 clusters Score -1818058 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1818105.500000 Penalty: 4853.799316
	Iteration 25Q: 3 clusters Score -1818106 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1818198.000000 Penalty: 4853.799316
	Iteration 26Q: 3 clusters Score -1818198 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1818405.375000 Penalty: 4853.799316
	Iteration 27Q: 3 clusters Score -1818405 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1818771.875000 Penalty: 4853.799316
	Iteration 28Q: 3 clusters Score -1818772 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1818987.000000 Penalty: 4853.799316
	Iteration 29Q: 3 clusters Score -1818987 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1819156.000000 Penalty: 4853.799316
	Iteration 30Q: 3 clusters Score -1819156 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1819294.625000 Penalty: 4853.799316
	Iteration 31Q: 3 clusters Score -1819295 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1819364.375000 Penalty: 4853.799316
	Iteration 32Q: 3 clusters Score -1819364 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1819428.125000 Penalty: 4853.799316
	Iteration 33Q: 3 clusters Score -1819428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1819490.250000 Penalty: 4853.799316
	Iteration 34Q: 3 clusters Score -1819490 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1819543.375000 Penalty: 4853.799316
	Iteration 35Q: 3 clusters Score -1819543 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1819592.875000 Penalty: 4853.799316
	Iteration 36Q: 3 clusters Score -1819593 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1819625.875000 Penalty: 4853.799316
	Iteration 37Q: 3 clusters Score -1819626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1819652.125000 Penalty: 4853.799316
	Iteration 38Q: 3 clusters Score -1819652 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1819670.375000 Penalty: 4853.799316
	Iteration 39Q: 3 clusters Score -1819670 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1819690.000000 Penalty: 4853.799316
	Iteration 40F: 3 clusters Score -1819690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1819710.750000 Penalty: 4853.799316
	Iteration 41Q: 3 clusters Score -1819711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1819715.625000 Penalty: 4853.799316
	Iteration 42Q: 3 clusters Score -1819716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1819726.625000 Penalty: 4853.799316
	Iteration 43Q: 3 clusters Score -1819727 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1819740.250000 Penalty: 4853.799316
	Iteration 44Q: 3 clusters Score -1819740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1819752.375000 Penalty: 4853.799316
	Iteration 45Q: 3 clusters Score -1819752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1819754.625000 Penalty: 4853.799316
	Iteration 46Q: 3 clusters Score -1819755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1819757.500000 Penalty: 4853.799316
	Iteration 47Q: 3 clusters Score -1819758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1819765.625000 Penalty: 4853.799316
	Iteration 48Q: 3 clusters Score -1819766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1819764.250000 Penalty: 4853.799316
	Iteration 49Q: 3 clusters Score -1819764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1819772.250000 Penalty: 4853.799316
	Iteration 50Q: 3 clusters Score -1819772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1819781.250000 Penalty: 4853.799316
	Iteration 51Q: 3 clusters Score -1819781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1819783.000000 Penalty: 4853.799316
	Iteration 52Q: 3 clusters Score -1819783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1819789.000000 Penalty: 4853.799316
	Iteration 53Q: 3 clusters Score -1819789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1819802.250000 Penalty: 4853.799316
	Iteration 54Q: 3 clusters Score -1819802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1819804.750000 Penalty: 4853.799316
	Iteration 55Q: 3 clusters Score -1819805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1819803.625000 Penalty: 4853.799316
	Iteration 56Q: 3 clusters Score -1819804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1819812.000000 Penalty: 4853.799316
	Iteration 57Q: 3 clusters Score -1819812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1819814.000000 Penalty: 4853.799316
	Iteration 58Q: 3 clusters Score -1819814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1819816.875000 Penalty: 4853.799316
	Iteration 59Q: 3 clusters Score -1819817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1819816.375000 Penalty: 4853.799316
	Iteration 60F: 3 clusters Score -1819816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1819820.125000 Penalty: 4853.799316
	Iteration 61Q: 3 clusters Score -1819820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1819823.125000 Penalty: 4853.799316
	Iteration 62Q: 3 clusters Score -1819823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1819823.625000 Penalty: 4853.799316
	Iteration 63Q: 3 clusters Score -1819824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1819828.500000 Penalty: 4853.799316
	Iteration 64Q: 3 clusters Score -1819828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1819829.625000 Penalty: 4853.799316
	Iteration 65Q: 3 clusters Score -1819830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1819828.500000 Penalty: 4853.799316
	Iteration 66Q: 3 clusters Score -1819828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1819829.375000 Penalty: 4853.799316
	Iteration 67Q: 3 clusters Score -1819829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1819829.500000 Penalty: 4853.799316
	Iteration 68Q: 3 clusters Score -1819830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1819825.875000 Penalty: 4853.799316
	Iteration 69Q: 3 clusters Score -1819826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1819823.375000 Penalty: 4853.799316
	Iteration 70Q: 3 clusters Score -1819823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1819825.750000 Penalty: 4853.799316
	Iteration 71Q: 3 clusters Score -1819826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1819825.375000 Penalty: 4853.799316
	Iteration 72Q: 3 clusters Score -1819825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1819826.750000 Penalty: 4853.799316
	Iteration 73Q: 3 clusters Score -1819827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1819827.375000 Penalty: 4853.799316
	Iteration 74Q: 3 clusters Score -1819827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1819827.375000 Penalty: 4853.799316
	Iteration 75F: 3 clusters Score -1819827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 29187 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 5434 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 5318 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 7562 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Mstep: Class 49 contains 10712 members 
Mstep: Class 50 contains 3204 members 
Mstep: Class 51 contains 2194 members 
Mstep: Class 52 contains 17089 members 
Mstep: Class 53 contains 4207 members 
Mstep: Class 54 contains 29351 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
Score: -133717560.000000 Penalty: 194147.109375
Splitting cluster 35 changes total score from -133677712.000000 to -133717560.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 36 (9436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Entering Unmasked Estep 
Score: -1063935.750000 Penalty: 2269.767334
	Iteration 0F: 2 clusters Score -1063936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1056659.000000 Penalty: 4539.534668
	Iteration 0F: 3 clusters Score -1056659 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1058966.500000 Penalty: 4539.534668
	Iteration 1F: 3 clusters Score -1058966 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1059689.375000 Penalty: 4539.534668
	Iteration 2F: 3 clusters Score -1059689 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1060544.875000 Penalty: 4539.534668
	Iteration 3F: 3 clusters Score -1060545 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1061251.000000 Penalty: 4539.534668
	Iteration 4F: 3 clusters Score -1061251 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1061685.125000 Penalty: 4539.534668
	Iteration 5F: 3 clusters Score -1061685 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1061936.750000 Penalty: 4539.534668
	Iteration 6Q: 3 clusters Score -1061937 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1062104.750000 Penalty: 4539.534668
	Iteration 7Q: 3 clusters Score -1062105 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1062244.250000 Penalty: 4539.534668
	Iteration 8Q: 3 clusters Score -1062244 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1062338.875000 Penalty: 4539.534668
	Iteration 9Q: 3 clusters Score -1062339 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1062396.750000 Penalty: 4539.534668
	Iteration 10Q: 3 clusters Score -1062397 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1062438.750000 Penalty: 4539.534668
	Iteration 11Q: 3 clusters Score -1062439 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1062473.625000 Penalty: 4539.534668
	Iteration 12Q: 3 clusters Score -1062474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1062495.250000 Penalty: 4539.534668
	Iteration 13Q: 3 clusters Score -1062495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1062515.625000 Penalty: 4539.534668
	Iteration 14Q: 3 clusters Score -1062516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1062541.500000 Penalty: 4539.534668
	Iteration 15Q: 3 clusters Score -1062542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1062560.125000 Penalty: 4539.534668
	Iteration 16Q: 3 clusters Score -1062560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1062571.500000 Penalty: 4539.534668
	Iteration 17Q: 3 clusters Score -1062572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1062587.000000 Penalty: 4539.534668
	Iteration 18Q: 3 clusters Score -1062587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1062596.625000 Penalty: 4539.534668
	Iteration 19Q: 3 clusters Score -1062597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1062608.000000 Penalty: 4539.534668
	Iteration 20F: 3 clusters Score -1062608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1062617.875000 Penalty: 4539.534668
	Iteration 21Q: 3 clusters Score -1062618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1062632.250000 Penalty: 4539.534668
	Iteration 22Q: 3 clusters Score -1062632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1062645.125000 Penalty: 4539.534668
	Iteration 23Q: 3 clusters Score -1062645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1062660.000000 Penalty: 4539.534668
	Iteration 24Q: 3 clusters Score -1062660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1062675.625000 Penalty: 4539.534668
	Iteration 25Q: 3 clusters Score -1062676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1062696.750000 Penalty: 4539.534668
	Iteration 26Q: 3 clusters Score -1062697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1062711.125000 Penalty: 4539.534668
	Iteration 27Q: 3 clusters Score -1062711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1062722.125000 Penalty: 4539.534668
	Iteration 28Q: 3 clusters Score -1062722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1062734.875000 Penalty: 4539.534668
	Iteration 29Q: 3 clusters Score -1062735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1062754.250000 Penalty: 4539.534668
	Iteration 30Q: 3 clusters Score -1062754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1062766.250000 Penalty: 4539.534668
	Iteration 31Q: 3 clusters Score -1062766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1062791.250000 Penalty: 4539.534668
	Iteration 32Q: 3 clusters Score -1062791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1062822.000000 Penalty: 4539.534668
	Iteration 33Q: 3 clusters Score -1062822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1062869.500000 Penalty: 4539.534668
	Iteration 34Q: 3 clusters Score -1062870 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1062931.125000 Penalty: 4539.534668
	Iteration 35Q: 3 clusters Score -1062931 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1063000.375000 Penalty: 4539.534668
	Iteration 36Q: 3 clusters Score -1063000 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1063092.375000 Penalty: 4539.534668
	Iteration 37Q: 3 clusters Score -1063092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1063178.500000 Penalty: 4539.534668
	Iteration 38Q: 3 clusters Score -1063178 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1063290.000000 Penalty: 4539.534668
	Iteration 39Q: 3 clusters Score -1063290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1063410.875000 Penalty: 4539.534668
	Iteration 40F: 3 clusters Score -1063411 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1063544.875000 Penalty: 4539.534668
	Iteration 41Q: 3 clusters Score -1063545 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1063711.375000 Penalty: 4539.534668
	Iteration 42Q: 3 clusters Score -1063711 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1063884.125000 Penalty: 4539.534668
	Iteration 43Q: 3 clusters Score -1063884 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1064078.875000 Penalty: 4539.534668
	Iteration 44Q: 3 clusters Score -1064079 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1064317.500000 Penalty: 4539.534668
	Iteration 45Q: 3 clusters Score -1064318 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1064562.500000 Penalty: 4539.534668
	Iteration 46Q: 3 clusters Score -1064562 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1064773.000000 Penalty: 4539.534668
	Iteration 47Q: 3 clusters Score -1064773 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1064898.125000 Penalty: 4539.534668
	Iteration 48Q: 3 clusters Score -1064898 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1065001.000000 Penalty: 4539.534668
	Iteration 49Q: 3 clusters Score -1065001 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1065082.375000 Penalty: 4539.534668
	Iteration 50Q: 3 clusters Score -1065082 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1065154.625000 Penalty: 4539.534668
	Iteration 51Q: 3 clusters Score -1065155 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1065217.500000 Penalty: 4539.534668
	Iteration 52Q: 3 clusters Score -1065218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1065276.500000 Penalty: 4539.534668
	Iteration 53Q: 3 clusters Score -1065276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1065320.375000 Penalty: 4539.534668
	Iteration 54Q: 3 clusters Score -1065320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1065358.250000 Penalty: 4539.534668
	Iteration 55Q: 3 clusters Score -1065358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1065387.250000 Penalty: 4539.534668
	Iteration 56Q: 3 clusters Score -1065387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1065413.375000 Penalty: 4539.534668
	Iteration 57Q: 3 clusters Score -1065413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1065433.750000 Penalty: 4539.534668
	Iteration 58Q: 3 clusters Score -1065434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1065453.250000 Penalty: 4539.534668
	Iteration 59Q: 3 clusters Score -1065453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1065484.375000 Penalty: 4539.534668
	Iteration 60F: 3 clusters Score -1065484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1065502.750000 Penalty: 4539.534668
	Iteration 61Q: 3 clusters Score -1065503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1065510.500000 Penalty: 4539.534668
	Iteration 62Q: 3 clusters Score -1065510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1065518.375000 Penalty: 4539.534668
	Iteration 63Q: 3 clusters Score -1065518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1065528.125000 Penalty: 4539.534668
	Iteration 64Q: 3 clusters Score -1065528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1065540.750000 Penalty: 4539.534668
	Iteration 65Q: 3 clusters Score -1065541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1065551.125000 Penalty: 4539.534668
	Iteration 66Q: 3 clusters Score -1065551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1065560.125000 Penalty: 4539.534668
	Iteration 67Q: 3 clusters Score -1065560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1065574.625000 Penalty: 4539.534668
	Iteration 68Q: 3 clusters Score -1065575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1065588.750000 Penalty: 4539.534668
	Iteration 69Q: 3 clusters Score -1065589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1065600.000000 Penalty: 4539.534668
	Iteration 70Q: 3 clusters Score -1065600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1065608.875000 Penalty: 4539.534668
	Iteration 71Q: 3 clusters Score -1065609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1065613.750000 Penalty: 4539.534668
	Iteration 72Q: 3 clusters Score -1065614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1065618.875000 Penalty: 4539.534668
	Iteration 73Q: 3 clusters Score -1065619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1065621.625000 Penalty: 4539.534668
	Iteration 74Q: 3 clusters Score -1065622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1065629.125000 Penalty: 4539.534668
	Iteration 75Q: 3 clusters Score -1065629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1065637.125000 Penalty: 4539.534668
	Iteration 76Q: 3 clusters Score -1065637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1065637.625000 Penalty: 4539.534668
	Iteration 77Q: 3 clusters Score -1065638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1065639.125000 Penalty: 4539.534668
	Iteration 78Q: 3 clusters Score -1065639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1065641.125000 Penalty: 4539.534668
	Iteration 79Q: 3 clusters Score -1065641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1065642.875000 Penalty: 4539.534668
	Iteration 80F: 3 clusters Score -1065643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1065641.625000 Penalty: 4539.534668
	Iteration 81Q: 3 clusters Score -1065642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1065642.875000 Penalty: 4539.534668
	Iteration 82Q: 3 clusters Score -1065643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1065642.750000 Penalty: 4539.534668
	Iteration 83Q: 3 clusters Score -1065643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1065642.750000 Penalty: 4539.534668
	Iteration 84F: 3 clusters Score -1065643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 29187 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 5434 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 5318 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 7562 members 
Mstep: Class 36 contains 3532 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 5007 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Mstep: Class 49 contains 10712 members 
Mstep: Class 50 contains 3204 members 
Mstep: Class 51 contains 2194 members 
Mstep: Class 52 contains 17089 members 
Mstep: Class 53 contains 4207 members 
Mstep: Class 54 contains 29351 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 10219 members 
Mstep: Class 57 contains 5904 members 
Entering Unmasked Estep 
Score: -133718216.000000 Penalty: 197614.015625
Splitting cluster 36 changes total score from -133677712.000000 to -133718216.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 37 (185423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185423 members 
Entering Unmasked Estep 
Score: -21898346.000000 Penalty: 3008.337891
	Iteration 0F: 2 clusters Score -2.189835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -21776624.000000 Penalty: 6016.675781
	Iteration 0F: 3 clusters Score -2.177662e+07 nChanged 88855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 90475 members 
Entering Unmasked Estep 
Score: -21828224.000000 Penalty: 6016.675781
	Iteration 1F: 3 clusters Score -2.182822e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -21829422.000000 Penalty: 6016.675781
	Iteration 2Q: 3 clusters Score -2.182942e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -21831154.000000 Penalty: 6016.675781
	Iteration 3Q: 3 clusters Score -2.183115e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -21833220.000000 Penalty: 6016.675781
	Iteration 4Q: 3 clusters Score -2.183322e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106457 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -21836766.000000 Penalty: 6016.675781
	Iteration 5Q: 3 clusters Score -2.183677e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113512 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -21842130.000000 Penalty: 6016.675781
	Iteration 6F: 3 clusters Score -2.184213e+07 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122595 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -21849472.000000 Penalty: 6016.675781
	Iteration 7F: 3 clusters Score -2.184947e+07 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133184 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -21859072.000000 Penalty: 6016.675781
	Iteration 8F: 3 clusters Score -2.185907e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143735 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -21868458.000000 Penalty: 6016.675781
	Iteration 9F: 3 clusters Score -2.186846e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152505 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -21876416.000000 Penalty: 6016.675781
	Iteration 10F: 3 clusters Score -2.187642e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159022 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -21882146.000000 Penalty: 6016.675781
	Iteration 11Q: 3 clusters Score -2.188215e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -21885746.000000 Penalty: 6016.675781
	Iteration 12Q: 3 clusters Score -2.188575e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167545 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -21888242.000000 Penalty: 6016.675781
	Iteration 13Q: 3 clusters Score -2.188824e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -21889932.000000 Penalty: 6016.675781
	Iteration 14Q: 3 clusters Score -2.188993e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173284 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -21891308.000000 Penalty: 6016.675781
	Iteration 15Q: 3 clusters Score -2.189131e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175403 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -21892494.000000 Penalty: 6016.675781
	Iteration 16Q: 3 clusters Score -2.189249e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177118 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -21893534.000000 Penalty: 6016.675781
	Iteration 17Q: 3 clusters Score -2.189353e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178448 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -21894212.000000 Penalty: 6016.675781
	Iteration 18Q: 3 clusters Score -2.189421e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -21894824.000000 Penalty: 6016.675781
	Iteration 19Q: 3 clusters Score -2.189482e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180310 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -21895250.000000 Penalty: 6016.675781
	Iteration 20F: 3 clusters Score -2.189525e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180947 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -21895620.000000 Penalty: 6016.675781
	Iteration 21Q: 3 clusters Score -2.189562e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181417 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -21895910.000000 Penalty: 6016.675781
	Iteration 22Q: 3 clusters Score -2.189591e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181779 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -21896112.000000 Penalty: 6016.675781
	Iteration 23Q: 3 clusters Score -2.189611e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182052 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -21896242.000000 Penalty: 6016.675781
	Iteration 24Q: 3 clusters Score -2.189624e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -21896348.000000 Penalty: 6016.675781
	Iteration 25Q: 3 clusters Score -2.189635e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182447 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -21896456.000000 Penalty: 6016.675781
	Iteration 26Q: 3 clusters Score -2.189646e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182581 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -21896548.000000 Penalty: 6016.675781
	Iteration 27Q: 3 clusters Score -2.189655e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182698 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -21896646.000000 Penalty: 6016.675781
	Iteration 28Q: 3 clusters Score -2.189665e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182810 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -21896702.000000 Penalty: 6016.675781
	Iteration 29Q: 3 clusters Score -2.18967e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182921 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -21896710.000000 Penalty: 6016.675781
	Iteration 30Q: 3 clusters Score -2.189671e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183014 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -21896760.000000 Penalty: 6016.675781
	Iteration 31Q: 3 clusters Score -2.189676e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21896818.000000 Penalty: 6016.675781
	Iteration 32Q: 3 clusters Score -2.189682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183148 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -21896826.000000 Penalty: 6016.675781
	Iteration 33Q: 3 clusters Score -2.189683e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183186 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -21896830.000000 Penalty: 6016.675781
	Iteration 34Q: 3 clusters Score -2.189683e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183228 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -21896840.000000 Penalty: 6016.675781
	Iteration 35Q: 3 clusters Score -2.189684e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183254 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -21896828.000000 Penalty: 6016.675781
	Iteration 36Q: 3 clusters Score -2.189683e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183274 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -21896840.000000 Penalty: 6016.675781
	Iteration 37Q: 3 clusters Score -2.189684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183286 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -21896858.000000 Penalty: 6016.675781
	Iteration 38Q: 3 clusters Score -2.189686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183298 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -21896896.000000 Penalty: 6016.675781
	Iteration 39Q: 3 clusters Score -2.18969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183312 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -21896880.000000 Penalty: 6016.675781
	Iteration 40F: 3 clusters Score -2.189688e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183335 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21896882.000000 Penalty: 6016.675781
	Iteration 41Q: 3 clusters Score -2.189688e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183357 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -21896870.000000 Penalty: 6016.675781
	Iteration 42Q: 3 clusters Score -2.189687e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183381 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -21896908.000000 Penalty: 6016.675781
	Iteration 43Q: 3 clusters Score -2.189691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183399 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -21896912.000000 Penalty: 6016.675781
	Iteration 44Q: 3 clusters Score -2.189691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183410 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21896920.000000 Penalty: 6016.675781
	Iteration 45Q: 3 clusters Score -2.189692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183421 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -21896926.000000 Penalty: 6016.675781
	Iteration 46Q: 3 clusters Score -2.189693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183431 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -21896934.000000 Penalty: 6016.675781
	Iteration 47Q: 3 clusters Score -2.189693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183444 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -21896928.000000 Penalty: 6016.675781
	Iteration 48Q: 3 clusters Score -2.189693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -21896936.000000 Penalty: 6016.675781
	Iteration 49Q: 3 clusters Score -2.189694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183466 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21896938.000000 Penalty: 6016.675781
	Iteration 50Q: 3 clusters Score -2.189694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183471 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -21896946.000000 Penalty: 6016.675781
	Iteration 51Q: 3 clusters Score -2.189695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183474 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -21896958.000000 Penalty: 6016.675781
	Iteration 52Q: 3 clusters Score -2.189696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183473 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21896972.000000 Penalty: 6016.675781
	Iteration 53Q: 3 clusters Score -2.189697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183473 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21896972.000000 Penalty: 6016.675781
	Iteration 54Q: 3 clusters Score -2.189697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183474 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -21896980.000000 Penalty: 6016.675781
	Iteration 55Q: 3 clusters Score -2.189698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183477 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -21896992.000000 Penalty: 6016.675781
	Iteration 56Q: 3 clusters Score -2.189699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -21897006.000000 Penalty: 6016.675781
	Iteration 57Q: 3 clusters Score -2.189701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183479 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -21897010.000000 Penalty: 6016.675781
	Iteration 58Q: 3 clusters Score -2.189701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183484 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -21896988.000000 Penalty: 6016.675781
	Iteration 59Q: 3 clusters Score -2.189699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -21896986.000000 Penalty: 6016.675781
	Iteration 60F: 3 clusters Score -2.189699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183489 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -21896976.000000 Penalty: 6016.675781
	Iteration 61Q: 3 clusters Score -2.189698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183491 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21896982.000000 Penalty: 6016.675781
	Iteration 62Q: 3 clusters Score -2.189698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183491 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21896982.000000 Penalty: 6016.675781
	Iteration 63F: 3 clusters Score -2.189698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Entering Unmasked Estep 
Score: -1004888.062500 Penalty: 2252.151367
	Iteration 0F: 2 clusters Score -1004888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -998018.375000 Penalty: 4504.302734
	Iteration 0F: 3 clusters Score -998018.4 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1000014.937500 Penalty: 4504.302734
	Iteration 1F: 3 clusters Score -1000015 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1000490.937500 Penalty: 4504.302734
	Iteration 2F: 3 clusters Score -1000491 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1001037.312500 Penalty: 4504.302734
	Iteration 3F: 3 clusters Score -1001037 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1001522.500000 Penalty: 4504.302734
	Iteration 4F: 3 clusters Score -1001522 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1001954.750000 Penalty: 4504.302734
	Iteration 5F: 3 clusters Score -1001955 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1002307.937500 Penalty: 4504.302734
	Iteration 6F: 3 clusters Score -1002308 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1002626.312500 Penalty: 4504.302734
	Iteration 7Q: 3 clusters Score -1002626 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1002912.812500 Penalty: 4504.302734
	Iteration 8Q: 3 clusters Score -1002913 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1003141.562500 Penalty: 4504.302734
	Iteration 9Q: 3 clusters Score -1003142 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1003300.250000 Penalty: 4504.302734
	Iteration 10Q: 3 clusters Score -1003300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1003392.812500 Penalty: 4504.302734
	Iteration 11Q: 3 clusters Score -1003393 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1003466.125000 Penalty: 4504.302734
	Iteration 12Q: 3 clusters Score -1003466 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1003520.375000 Penalty: 4504.302734
	Iteration 13Q: 3 clusters Score -1003520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1003560.875000 Penalty: 4504.302734
	Iteration 14Q: 3 clusters Score -1003561 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1003593.375000 Penalty: 4504.302734
	Iteration 15Q: 3 clusters Score -1003593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1003611.625000 Penalty: 4504.302734
	Iteration 16Q: 3 clusters Score -1003612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1003639.750000 Penalty: 4504.302734
	Iteration 17Q: 3 clusters Score -1003640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1003661.875000 Penalty: 4504.302734
	Iteration 18Q: 3 clusters Score -1003662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1003680.000000 Penalty: 4504.302734
	Iteration 19Q: 3 clusters Score -1003680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1003699.625000 Penalty: 4504.302734
	Iteration 20F: 3 clusters Score -1003700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1003719.562500 Penalty: 4504.302734
	Iteration 21Q: 3 clusters Score -1003720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1003758.000000 Penalty: 4504.302734
	Iteration 22Q: 3 clusters Score -1003758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1003811.375000 Penalty: 4504.302734
	Iteration 23Q: 3 clusters Score -1003811 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1003867.875000 Penalty: 4504.302734
	Iteration 24Q: 3 clusters Score -1003868 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1003946.500000 Penalty: 4504.302734
	Iteration 25Q: 3 clusters Score -1003946 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1004030.562500 Penalty: 4504.302734
	Iteration 26Q: 3 clusters Score -1004031 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1004115.437500 Penalty: 4504.302734
	Iteration 27Q: 3 clusters Score -1004115 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1004188.625000 Penalty: 4504.302734
	Iteration 28Q: 3 clusters Score -1004189 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1004255.687500 Penalty: 4504.302734
	Iteration 29Q: 3 clusters Score -1004256 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1004312.062500 Penalty: 4504.302734
	Iteration 30Q: 3 clusters Score -1004312 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1004353.437500 Penalty: 4504.302734
	Iteration 31Q: 3 clusters Score -1004353 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1004390.812500 Penalty: 4504.302734
	Iteration 32Q: 3 clusters Score -1004391 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1004427.000000 Penalty: 4504.302734
	Iteration 33Q: 3 clusters Score -1004427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1004455.625000 Penalty: 4504.302734
	Iteration 34Q: 3 clusters Score -1004456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1004480.750000 Penalty: 4504.302734
	Iteration 35Q: 3 clusters Score -1004481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1004494.000000 Penalty: 4504.302734
	Iteration 36Q: 3 clusters Score -1004494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1004503.625000 Penalty: 4504.302734
	Iteration 37Q: 3 clusters Score -1004504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1004511.812500 Penalty: 4504.302734
	Iteration 38Q: 3 clusters Score -1004512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1004517.937500 Penalty: 4504.302734
	Iteration 39Q: 3 clusters Score -1004518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1004525.437500 Penalty: 4504.302734
	Iteration 40F: 3 clusters Score -1004525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1004527.250000 Penalty: 4504.302734
	Iteration 41Q: 3 clusters Score -1004527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1004528.312500 Penalty: 4504.302734
	Iteration 42Q: 3 clusters Score -1004528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1004531.562500 Penalty: 4504.302734
	Iteration 43Q: 3 clusters Score -1004532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1004533.562500 Penalty: 4504.302734
	Iteration 44Q: 3 clusters Score -1004534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1004533.937500 Penalty: 4504.302734
	Iteration 45Q: 3 clusters Score -1004534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1004536.312500 Penalty: 4504.302734
	Iteration 46Q: 3 clusters Score -1004536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1004536.562500 Penalty: 4504.302734
	Iteration 47Q: 3 clusters Score -1004537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1004538.062500 Penalty: 4504.302734
	Iteration 48Q: 3 clusters Score -1004538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1004540.250000 Penalty: 4504.302734
	Iteration 49Q: 3 clusters Score -1004540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1004539.750000 Penalty: 4504.302734
	Iteration 50Q: 3 clusters Score -1004540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1004538.000000 Penalty: 4504.302734
	Iteration 51Q: 3 clusters Score -1004538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1004541.312500 Penalty: 4504.302734
	Iteration 52Q: 3 clusters Score -1004541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1004539.687500 Penalty: 4504.302734
	Iteration 53Q: 3 clusters Score -1004540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1004541.000000 Penalty: 4504.302734
	Iteration 54Q: 3 clusters Score -1004541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1004543.187500 Penalty: 4504.302734
	Iteration 55Q: 3 clusters Score -1004543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1004543.875000 Penalty: 4504.302734
	Iteration 56Q: 3 clusters Score -1004544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1004544.000000 Penalty: 4504.302734
	Iteration 57Q: 3 clusters Score -1004544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1004545.500000 Penalty: 4504.302734
	Iteration 58Q: 3 clusters Score -1004546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1004546.187500 Penalty: 4504.302734
	Iteration 59Q: 3 clusters Score -1004546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1004547.750000 Penalty: 4504.302734
	Iteration 60F: 3 clusters Score -1004548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1004547.312500 Penalty: 4504.302734
	Iteration 61Q: 3 clusters Score -1004547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1004547.312500 Penalty: 4504.302734
	Iteration 62F: 3 clusters Score -1004547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -574294.062500 Penalty: 2112.610840
	Iteration 0F: 2 clusters Score -574294.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -569731.375000 Penalty: 4225.221680
	Iteration 0F: 3 clusters Score -569731.4 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -570929.625000 Penalty: 4225.221680
	Iteration 1F: 3 clusters Score -570929.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -571368.937500 Penalty: 4225.221680
	Iteration 2F: 3 clusters Score -571368.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -571799.312500 Penalty: 4225.221680
	Iteration 3F: 3 clusters Score -571799.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -572204.000000 Penalty: 4225.221680
	Iteration 4F: 3 clusters Score -572204 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -572590.312500 Penalty: 4225.221680
	Iteration 5F: 3 clusters Score -572590.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -572944.875000 Penalty: 4225.221680
	Iteration 6F: 3 clusters Score -572944.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -573311.750000 Penalty: 4225.221680
	Iteration 7F: 3 clusters Score -573311.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -573880.125000 Penalty: 4225.221680
	Iteration 8F: 3 clusters Score -573880.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -574633.000000 Penalty: 4225.221680
	Iteration 9F: 3 clusters Score -574633 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -575171.312500 Penalty: 4225.221680
	Iteration 10Q: 3 clusters Score -575171.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -575295.312500 Penalty: 4225.221680
	Iteration 11Q: 3 clusters Score -575295.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -575318.000000 Penalty: 4225.221680
	Iteration 12Q: 3 clusters Score -575318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -575334.625000 Penalty: 4225.221680
	Iteration 13Q: 3 clusters Score -575334.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -575338.437500 Penalty: 4225.221680
	Iteration 14Q: 3 clusters Score -575338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -575340.250000 Penalty: 4225.221680
	Iteration 15Q: 3 clusters Score -575340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -575340.000000 Penalty: 4225.221680
	Iteration 16Q: 3 clusters Score -575340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -575341.562500 Penalty: 4225.221680
	Iteration 17Q: 3 clusters Score -575341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -575341.625000 Penalty: 4225.221680
	Iteration 18Q: 3 clusters Score -575341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -575342.125000 Penalty: 4225.221680
	Iteration 19Q: 3 clusters Score -575342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -575343.125000 Penalty: 4225.221680
	Iteration 20F: 3 clusters Score -575343.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 29187 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 5434 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 5318 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 7562 members 
Mstep: Class 36 contains 3532 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 2628 members 
Mstep: Class 40 contains 40575 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 7114 members 
Mstep: Class 43 contains 626 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 3914 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 6652 members 
Mstep: Class 49 contains 10712 members 
Mstep: Class 50 contains 3204 members 
Mstep: Class 51 contains 2194 members 
Mstep: Class 52 contains 17089 members 
Mstep: Class 53 contains 4207 members 
Mstep: Class 54 contains 29351 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 10219 members 
Mstep: Class 57 contains 5904 members 
Mstep: Class 58 contains 2379 members 
Entering Unmasked Estep 
Score: -133718008.000000 Penalty: 201080.937500
Splitting cluster 39 changes total score from -133677712.000000 to -133718008.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 40 (40575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Entering Unmasked Estep 
Score: -4394905.000000 Penalty: 2631.505127
	Iteration 0F: 2 clusters Score -4394905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -4367357.000000 Penalty: 5263.010254
	Iteration 0F: 3 clusters Score -4367357 nChanged 18578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -4377909.500000 Penalty: 5263.010254
	Iteration 1F: 3 clusters Score -4377910 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -4378679.500000 Penalty: 5263.010254
	Iteration 2Q: 3 clusters Score -4378680 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4379451.500000 Penalty: 5263.010254
	Iteration 3Q: 3 clusters Score -4379452 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4380280.500000 Penalty: 5263.010254
	Iteration 4Q: 3 clusters Score -4380280 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4381129.000000 Penalty: 5263.010254
	Iteration 5Q: 3 clusters Score -4381129 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -4382109.500000 Penalty: 5263.010254
	Iteration 6Q: 3 clusters Score -4382110 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4383157.500000 Penalty: 5263.010254
	Iteration 7F: 3 clusters Score -4383158 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4384212.500000 Penalty: 5263.010254
	Iteration 8F: 3 clusters Score -4384212 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4385261.000000 Penalty: 5263.010254
	Iteration 9Q: 3 clusters Score -4385261 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4386198.500000 Penalty: 5263.010254
	Iteration 10Q: 3 clusters Score -4386198 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4387120.000000 Penalty: 5263.010254
	Iteration 11Q: 3 clusters Score -4387120 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4387944.500000 Penalty: 5263.010254
	Iteration 12Q: 3 clusters Score -4387944 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -4388641.500000 Penalty: 5263.010254
	Iteration 13Q: 3 clusters Score -4388642 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -4389225.000000 Penalty: 5263.010254
	Iteration 14Q: 3 clusters Score -4389225 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -4389687.500000 Penalty: 5263.010254
	Iteration 15Q: 3 clusters Score -4389688 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4390127.000000 Penalty: 5263.010254
	Iteration 16Q: 3 clusters Score -4390127 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -4390529.500000 Penalty: 5263.010254
	Iteration 17Q: 3 clusters Score -4390530 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4390886.000000 Penalty: 5263.010254
	Iteration 18Q: 3 clusters Score -4390886 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4391280.000000 Penalty: 5263.010254
	Iteration 19Q: 3 clusters Score -4391280 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4391647.000000 Penalty: 5263.010254
	Iteration 20F: 3 clusters Score -4391647 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4391937.000000 Penalty: 5263.010254
	Iteration 21Q: 3 clusters Score -4391937 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4392201.500000 Penalty: 5263.010254
	Iteration 22Q: 3 clusters Score -4392202 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4392413.000000 Penalty: 5263.010254
	Iteration 23Q: 3 clusters Score -4392413 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4392599.500000 Penalty: 5263.010254
	Iteration 24Q: 3 clusters Score -4392600 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4392745.500000 Penalty: 5263.010254
	Iteration 25Q: 3 clusters Score -4392746 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4392844.500000 Penalty: 5263.010254
	Iteration 26Q: 3 clusters Score -4392844 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4392907.500000 Penalty: 5263.010254
	Iteration 27Q: 3 clusters Score -4392908 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4392966.500000 Penalty: 5263.010254
	Iteration 28Q: 3 clusters Score -4392966 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4393009.500000 Penalty: 5263.010254
	Iteration 29Q: 3 clusters Score -4393010 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4393046.500000 Penalty: 5263.010254
	Iteration 30Q: 3 clusters Score -4393046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4393084.000000 Penalty: 5263.010254
	Iteration 31Q: 3 clusters Score -4393084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4393105.000000 Penalty: 5263.010254
	Iteration 32Q: 3 clusters Score -4393105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4393118.000000 Penalty: 5263.010254
	Iteration 33Q: 3 clusters Score -4393118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4393125.500000 Penalty: 5263.010254
	Iteration 34Q: 3 clusters Score -4393126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4393139.000000 Penalty: 5263.010254
	Iteration 35Q: 3 clusters Score -4393139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4393138.000000 Penalty: 5263.010254
	Iteration 36Q: 3 clusters Score -4393138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4393142.000000 Penalty: 5263.010254
	Iteration 37Q: 3 clusters Score -4393142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4393155.500000 Penalty: 5263.010254
	Iteration 38Q: 3 clusters Score -4393156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4393162.000000 Penalty: 5263.010254
	Iteration 39Q: 3 clusters Score -4393162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4393161.500000 Penalty: 5263.010254
	Iteration 40F: 3 clusters Score -4393162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4393179.500000 Penalty: 5263.010254
	Iteration 41Q: 3 clusters Score -4393180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4393181.500000 Penalty: 5263.010254
	Iteration 42Q: 3 clusters Score -4393182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4393186.000000 Penalty: 5263.010254
	Iteration 43Q: 3 clusters Score -4393186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4393189.000000 Penalty: 5263.010254
	Iteration 44Q: 3 clusters Score -4393189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4393182.500000 Penalty: 5263.010254
	Iteration 45Q: 3 clusters Score -4393182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4393181.000000 Penalty: 5263.010254
	Iteration 46Q: 3 clusters Score -4393181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4393188.500000 Penalty: 5263.010254
	Iteration 47Q: 3 clusters Score -4393188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4393193.500000 Penalty: 5263.010254
	Iteration 48Q: 3 clusters Score -4393194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4393198.500000 Penalty: 5263.010254
	Iteration 49Q: 3 clusters Score -4393198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4393199.500000 Penalty: 5263.010254
	Iteration 50Q: 3 clusters Score -4393200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4393200.000000 Penalty: 5263.010254
	Iteration 51Q: 3 clusters Score -4393200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4393194.500000 Penalty: 5263.010254
	Iteration 52Q: 3 clusters Score -4393194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4393194.000000 Penalty: 5263.010254
	Iteration 53Q: 3 clusters Score -4393194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4393195.500000 Penalty: 5263.010254
	Iteration 54Q: 3 clusters Score -4393196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4393204.500000 Penalty: 5263.010254
	Iteration 55Q: 3 clusters Score -4393204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4393207.000000 Penalty: 5263.010254
	Iteration 56Q: 3 clusters Score -4393207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4393207.000000 Penalty: 5263.010254
	Iteration 57Q: 3 clusters Score -4393207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4393207.000000 Penalty: 5263.010254
	Iteration 58F: 3 clusters Score -4393207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 37250 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 171107 members 
Mstep: Class 14 contains 53592 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 191058 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 29187 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 5434 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 5318 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 7562 members 
Mstep: Class 36 contains 3532 members 
Mstep: Class 37 contains 185423 members 
Mstep: Class 38 contains 8789 members 
Mstep: Class 39 contains 2628 members 
Mstep: Class 40 contains 40575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133728840.000000 Penalty: 201080.937500
Iteration 79Q: 59 clusters Score -1.337288e+08 nChanged 15443
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22094 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 9847 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 16936 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 15724 members 
Mstep: Class 10 contains 37105 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 16065 members 
Mstep: Class 13 contains 171133 members 
Mstep: Class 14 contains 54155 members 
Mstep: Class 15 contains 4496 members 
Mstep: Class 16 contains 12052 members 
Mstep: Class 17 contains 9801 members 
Mstep: Class 18 contains 4390 members 
Mstep: Class 19 contains 191330 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 12424 members 
Mstep: Class 22 contains 27876 members 
Mstep: Class 23 contains 31882 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 29642 members 
Mstep: Class 26 contains 2062 members 
Mstep: Class 27 contains 5745 members 
Mstep: Class 28 contains 18278 members 
Mstep: Class 29 contains 17279 members 
Mstep: Class 30 contains 4829 members 
Mstep: Class 31 contains 6108 members 
Mstep: Class 32 contains 5349 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 51953 members 
Mstep: Class 35 contains 8308 members 
Mstep: Class 36 contains 3577 members 
Mstep: Class 37 contains 185451 members 
Mstep: Class 38 contains 8760 members 
Mstep: Class 39 contains 2628 members 
Mstep: Class 40 contains 40883 members 
Mstep: Class 41 contains 762 members 
Mstep: Class 42 contains 7130 members 
Mstep: Class 43 contains 625 members 
Mstep: Class 44 contains 2655 members 
Mstep: Class 45 contains 3840 members 
Mstep: Class 46 contains 9137 members 
Mstep: Class 47 contains 1742 members 
Mstep: Class 48 contains 6663 members 
Mstep: Class 49 contains 10605 members 
Mstep: Class 50 contains 3193 members 
Mstep: Class 51 contains 2029 members 
Mstep: Class 52 contains 16709 members 
Mstep: Class 53 contains 4201 members 
Mstep: Class 54 contains 27955 members 
Mstep: Class 55 contains 2312 members 
Mstep: Class 56 contains 9454 members 
Mstep: Class 57 contains 5644 members 
Mstep: Class 58 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133738072.000000 Penalty: 201080.937500
Iteration 80F: 59 clusters Score -1.337381e+08 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 22087 members 
Mstep: Class 3 contains 400 members 
Mstep: Class 4 contains 9884 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 16921 members 
Mstep: Class 7 contains 406 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 15345 members 
Mstep: Class 10 contains 37021 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 15778 members 
Mstep: Class 13 contains 171123 members 
Mstep: Class 14 contains 54387 members 
Mstep: Class 15 contains 4470 members 
Mstep: Class 16 contains 12005 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 4410 members 
Mstep: Class 19 contains 191353 members 
Mstep: Class 20 contains 5568 members 
Mstep: Class 21 contains 12517 members 
Mstep: Class 22 contains 27603 members 
Mstep: Class 23 contains 31878 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 29695 members 
Mstep: Class 26 contains 2078 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 18164 members 
Mstep: Class 29 contains 17270 members 
Mstep: Class 30 contains 4854 members 
Mstep: Class 31 contains 6105 members 
Mstep: Class 32 contains 5365 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 51773 members 
Mstep: Class 35 contains 8713 members 
Mstep: Class 36 contains 3596 members 
Mstep: Class 37 contains 185473 members 
Mstep: Class 38 contains 8695 members 
Mstep: Class 39 contains 2584 members 
Mstep: Class 40 contains 40743 members 
Mstep: Class 41 contains 853 members 
Mstep: Class 42 contains 7199 members 
Mstep: Class 43 contains 632 members 
Mstep: Class 44 contains 2648 members 
Mstep: Class 45 contains 3901 members 
Mstep: Class 46 contains 9199 members 
Mstep: Class 47 contains 1834 members 
Mstep: Class 48 contains 6710 members 
Mstep: Class 49 contains 10986 members 
Mstep: Class 50 contains 3287 members 
Mstep: Class 51 contains 1984 members 
Mstep: Class 52 contains 16543 members 
Mstep: Class 53 contains 4266 members 
Mstep: Class 54 contains 27726 members 
Mstep: Class 55 contains 2308 members 
Mstep: Class 56 contains 9578 members 
Mstep: Class 57 contains 5668 members 
Mstep: Class 58 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133741312.000000 Penalty: 201080.937500
Iteration 81Q: 59 clusters Score -1.337413e+08 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22087 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 4 contains 9925 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 16940 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 5395 members 
Mstep: Class 9 contains 15089 members 
Mstep: Class 10 contains 37016 members 
Mstep: Class 11 contains 11375 members 
Mstep: Class 12 contains 15583 members 
Mstep: Class 13 contains 171066 members 
Mstep: Class 14 contains 54611 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 11977 members 
Mstep: Class 17 contains 9423 members 
Mstep: Class 18 contains 4435 members 
Mstep: Class 19 contains 191340 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 27462 members 
Mstep: Class 23 contains 31859 members 
Mstep: Class 24 contains 5007 members 
Mstep: Class 25 contains 29733 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 6014 members 
Mstep: Class 28 contains 18096 members 
Mstep: Class 29 contains 17269 members 
Mstep: Class 30 contains 4869 members 
Mstep: Class 31 contains 6104 members 
Mstep: Class 32 contains 5413 members 
Mstep: Class 33 contains 480 members 
Mstep: Class 34 contains 51681 members 
Mstep: Class 35 contains 9024 members 
Mstep: Class 36 contains 3613 members 
Mstep: Class 37 contains 185475 members 
Mstep: Class 38 contains 8678 members 
Mstep: Class 39 contains 2559 members 
Mstep: Class 40 contains 40759 members 
Mstep: Class 41 contains 866 members 
Mstep: Class 42 contains 7198 members 
Mstep: Class 43 contains 631 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3922 members 
Mstep: Class 46 contains 9227 members 
Mstep: Class 47 contains 1886 members 
Mstep: Class 48 contains 6756 members 
Mstep: Class 49 contains 11150 members 
Mstep: Class 50 contains 3360 members 
Mstep: Class 51 contains 1916 members 
Mstep: Class 52 contains 16405 members 
Mstep: Class 53 contains 4299 members 
Mstep: Class 54 contains 27440 members 
Mstep: Class 55 contains 2309 members 
Mstep: Class 56 contains 9614 members 
Mstep: Class 57 contains 5661 members 
Mstep: Class 58 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133743056.000000 Penalty: 201080.937500
Iteration 82Q: 59 clusters Score -1.337431e+08 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 9962 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 16960 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 5407 members 
Mstep: Class 9 contains 14882 members 
Mstep: Class 10 contains 36968 members 
Mstep: Class 11 contains 11442 members 
Mstep: Class 12 contains 15428 members 
Mstep: Class 13 contains 171010 members 
Mstep: Class 14 contains 54836 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 11953 members 
Mstep: Class 17 contains 9333 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 191326 members 
Mstep: Class 20 contains 5569 members 
Mstep: Class 21 contains 12719 members 
Mstep: Class 22 contains 27379 members 
Mstep: Class 23 contains 31819 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 29734 members 
Mstep: Class 26 contains 2090 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 18045 members 
Mstep: Class 29 contains 17287 members 
Mstep: Class 30 contains 4889 members 
Mstep: Class 31 contains 6106 members 
Mstep: Class 32 contains 5481 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 51614 members 
Mstep: Class 35 contains 9249 members 
Mstep: Class 36 contains 3632 members 
Mstep: Class 37 contains 185502 members 
Mstep: Class 38 contains 8675 members 
Mstep: Class 39 contains 2530 members 
Mstep: Class 40 contains 40835 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 7196 members 
Mstep: Class 43 contains 631 members 
Mstep: Class 44 contains 2644 members 
Mstep: Class 45 contains 3932 members 
Mstep: Class 46 contains 9260 members 
Mstep: Class 47 contains 1903 members 
Mstep: Class 48 contains 6789 members 
Mstep: Class 49 contains 11257 members 
Mstep: Class 50 contains 3432 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 16278 members 
Mstep: Class 53 contains 4313 members 
Mstep: Class 54 contains 27155 members 
Mstep: Class 55 contains 2308 members 
Mstep: Class 56 contains 9595 members 
Mstep: Class 57 contains 5637 members 
Mstep: Class 58 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133744344.000000 Penalty: 201080.937500
Iteration 83Q: 59 clusters Score -1.337443e+08 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 22095 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 9992 members 
Mstep: Class 5 contains 4056 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 14706 members 
Mstep: Class 10 contains 36964 members 
Mstep: Class 11 contains 11472 members 
Mstep: Class 12 contains 15322 members 
Mstep: Class 13 contains 170950 members 
Mstep: Class 14 contains 55043 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 11921 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 4472 members 
Mstep: Class 19 contains 191298 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 12809 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31779 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 29702 members 
Mstep: Class 26 contains 2097 members 
Mstep: Class 27 contains 6151 members 
Mstep: Class 28 contains 18003 members 
Mstep: Class 29 contains 17299 members 
Mstep: Class 30 contains 4899 members 
Mstep: Class 31 contains 6107 members 
Mstep: Class 32 contains 5555 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 51580 members 
Mstep: Class 35 contains 9428 members 
Mstep: Class 36 contains 3644 members 
Mstep: Class 37 contains 185529 members 
Mstep: Class 38 contains 8673 members 
Mstep: Class 39 contains 2505 members 
Mstep: Class 40 contains 40904 members 
Mstep: Class 41 contains 867 members 
Mstep: Class 42 contains 7206 members 
Mstep: Class 43 contains 633 members 
Mstep: Class 44 contains 2643 members 
Mstep: Class 45 contains 3936 members 
Mstep: Class 46 contains 9294 members 
Mstep: Class 47 contains 1922 members 
Mstep: Class 48 contains 6816 members 
Mstep: Class 49 contains 11329 members 
Mstep: Class 50 contains 3505 members 
Mstep: Class 51 contains 1845 members 
Mstep: Class 52 contains 16165 members 
Mstep: Class 53 contains 4321 members 
Mstep: Class 54 contains 26880 members 
Mstep: Class 55 contains 2308 members 
Mstep: Class 56 contains 9606 members 
Mstep: Class 57 contains 5616 members 
Mstep: Class 58 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133745120.000000 Penalty: 201080.937500
Iteration 84Q: 59 clusters Score -1.337451e+08 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22087 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 5 contains 4078 members 
Mstep: Class 6 contains 16979 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5422 members 
Mstep: Class 9 contains 14578 members 
Mstep: Class 10 contains 36964 members 
Mstep: Class 11 contains 11497 members 
Mstep: Class 12 contains 15197 members 
Mstep: Class 13 contains 170896 members 
Mstep: Class 14 contains 55226 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 11899 members 
Mstep: Class 17 contains 9197 members 
Mstep: Class 18 contains 4486 members 
Mstep: Class 19 contains 191266 members 
Mstep: Class 20 contains 5564 members 
Mstep: Class 21 contains 12859 members 
Mstep: Class 22 contains 27320 members 
Mstep: Class 23 contains 31733 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 29689 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 6203 members 
Mstep: Class 28 contains 17974 members 
Mstep: Class 29 contains 17317 members 
Mstep: Class 30 contains 4906 members 
Mstep: Class 31 contains 6107 members 
Mstep: Class 32 contains 5631 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 51571 members 
Mstep: Class 35 contains 9574 members 
Mstep: Class 36 contains 3649 members 
Mstep: Class 37 contains 185552 members 
Mstep: Class 38 contains 8669 members 
Mstep: Class 39 contains 2484 members 
Mstep: Class 40 contains 41010 members 
Mstep: Class 41 contains 869 members 
Mstep: Class 42 contains 7211 members 
Mstep: Class 43 contains 634 members 
Mstep: Class 44 contains 2644 members 
Mstep: Class 45 contains 3936 members 
Mstep: Class 46 contains 9320 members 
Mstep: Class 47 contains 1937 members 
Mstep: Class 48 contains 6842 members 
Mstep: Class 49 contains 11380 members 
Mstep: Class 50 contains 3585 members 
Mstep: Class 51 contains 1821 members 
Mstep: Class 52 contains 16089 members 
Mstep: Class 53 contains 4329 members 
Mstep: Class 54 contains 26636 members 
Mstep: Class 55 contains 2309 members 
Mstep: Class 56 contains 9582 members 
Mstep: Class 57 contains 5593 members 
Mstep: Class 58 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133745528.000000 Penalty: 201080.937500
Iteration 85Q: 59 clusters Score -1.337455e+08 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 16992 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 14467 members 
Mstep: Class 10 contains 37016 members 
Mstep: Class 11 contains 11507 members 
Mstep: Class 12 contains 15043 members 
Mstep: Class 13 contains 170839 members 
Mstep: Class 14 contains 55414 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 11889 members 
Mstep: Class 17 contains 9133 members 
Mstep: Class 18 contains 4496 members 
Mstep: Class 19 contains 191232 members 
Mstep: Class 20 contains 5563 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 27305 members 
Mstep: Class 23 contains 31712 members 
Mstep: Class 24 contains 4999 members 
Mstep: Class 25 contains 29623 members 
Mstep: Class 26 contains 2111 members 
Mstep: Class 27 contains 6251 members 
Mstep: Class 28 contains 17963 members 
Mstep: Class 29 contains 17332 members 
Mstep: Class 30 contains 4922 members 
Mstep: Class 31 contains 6109 members 
Mstep: Class 32 contains 5717 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 51568 members 
Mstep: Class 35 contains 9683 members 
Mstep: Class 36 contains 3650 members 
Mstep: Class 37 contains 185567 members 
Mstep: Class 38 contains 8670 members 
Mstep: Class 39 contains 2461 members 
Mstep: Class 40 contains 41121 members 
Mstep: Class 41 contains 870 members 
Mstep: Class 42 contains 7208 members 
Mstep: Class 43 contains 635 members 
Mstep: Class 44 contains 2644 members 
Mstep: Class 45 contains 3942 members 
Mstep: Class 46 contains 9340 members 
Mstep: Class 47 contains 1947 members 
Mstep: Class 48 contains 6855 members 
Mstep: Class 49 contains 11413 members 
Mstep: Class 50 contains 3680 members 
Mstep: Class 51 contains 1807 members 
Mstep: Class 52 contains 16053 members 
Mstep: Class 53 contains 4331 members 
Mstep: Class 54 contains 26350 members 
Mstep: Class 55 contains 2308 members 
Mstep: Class 56 contains 9558 members 
Mstep: Class 57 contains 5583 members 
Mstep: Class 58 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133746056.000000 Penalty: 201080.937500
Iteration 86Q: 59 clusters Score -1.337461e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 22112 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10020 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 17003 members 
Mstep: Class 7 contains 481 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 14370 members 
Mstep: Class 10 contains 37066 members 
Mstep: Class 11 contains 11523 members 
Mstep: Class 12 contains 14893 members 
Mstep: Class 13 contains 170800 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 9074 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 191188 members 
Mstep: Class 20 contains 5562 members 
Mstep: Class 21 contains 12944 members 
Mstep: Class 22 contains 27292 members 
Mstep: Class 23 contains 31689 members 
Mstep: Class 24 contains 4999 members 
Mstep: Class 25 contains 29545 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 6293 members 
Mstep: Class 28 contains 17952 members 
Mstep: Class 29 contains 17357 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6112 members 
Mstep: Class 32 contains 5808 members 
Mstep: Class 33 contains 469 members 
Mstep: Class 34 contains 51578 members 
Mstep: Class 35 contains 9788 members 
Mstep: Class 36 contains 3652 members 
Mstep: Class 37 contains 185625 members 
Mstep: Class 38 contains 8668 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 41195 members 
Mstep: Class 41 contains 871 members 
Mstep: Class 42 contains 7196 members 
Mstep: Class 43 contains 636 members 
Mstep: Class 44 contains 2644 members 
Mstep: Class 45 contains 3947 members 
Mstep: Class 46 contains 9345 members 
Mstep: Class 47 contains 1955 members 
Mstep: Class 48 contains 6870 members 
Mstep: Class 49 contains 11447 members 
Mstep: Class 50 contains 3784 members 
Mstep: Class 51 contains 1798 members 
Mstep: Class 52 contains 16022 members 
Mstep: Class 53 contains 4339 members 
Mstep: Class 54 contains 26058 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9514 members 
Mstep: Class 57 contains 5577 members 
Mstep: Class 58 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133745952.000000 Penalty: 201080.937500
Iteration 87Q: 59 clusters Score -1.33746e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 22121 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 17020 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 14281 members 
Mstep: Class 10 contains 37140 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 14725 members 
Mstep: Class 13 contains 170759 members 
Mstep: Class 14 contains 55804 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 9026 members 
Mstep: Class 18 contains 4513 members 
Mstep: Class 19 contains 191171 members 
Mstep: Class 20 contains 5563 members 
Mstep: Class 21 contains 12977 members 
Mstep: Class 22 contains 27300 members 
Mstep: Class 23 contains 31675 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 29452 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 6326 members 
Mstep: Class 28 contains 17968 members 
Mstep: Class 29 contains 17373 members 
Mstep: Class 30 contains 4935 members 
Mstep: Class 31 contains 6112 members 
Mstep: Class 32 contains 5919 members 
Mstep: Class 33 contains 466 members 
Mstep: Class 34 contains 51588 members 
Mstep: Class 35 contains 9851 members 
Mstep: Class 36 contains 3655 members 
Mstep: Class 37 contains 185684 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 2423 members 
Mstep: Class 40 contains 41199 members 
Mstep: Class 41 contains 870 members 
Mstep: Class 42 contains 7175 members 
Mstep: Class 43 contains 638 members 
Mstep: Class 44 contains 2644 members 
Mstep: Class 45 contains 3958 members 
Mstep: Class 46 contains 9355 members 
Mstep: Class 47 contains 1962 members 
Mstep: Class 48 contains 6885 members 
Mstep: Class 49 contains 11464 members 
Mstep: Class 50 contains 3898 members 
Mstep: Class 51 contains 1789 members 
Mstep: Class 52 contains 15993 members 
Mstep: Class 53 contains 4341 members 
Mstep: Class 54 contains 25721 members 
Mstep: Class 55 contains 2310 members 
Mstep: Class 56 contains 9508 members 
Mstep: Class 57 contains 5576 members 
Mstep: Class 58 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133746248.000000 Penalty: 201080.937500
Iteration 88Q: 59 clusters Score -1.337462e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 22132 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10038 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 17030 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 5422 members 
Mstep: Class 9 contains 14211 members 
Mstep: Class 10 contains 37213 members 
Mstep: Class 11 contains 11544 members 
Mstep: Class 12 contains 14600 members 
Mstep: Class 13 contains 170719 members 
Mstep: Class 14 contains 55990 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 11863 members 
Mstep: Class 17 contains 8978 members 
Mstep: Class 18 contains 4520 members 
Mstep: Class 19 contains 191138 members 
Mstep: Class 20 contains 5564 members 
Mstep: Class 21 contains 13006 members 
Mstep: Class 22 contains 27310 members 
Mstep: Class 23 contains 31649 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 29313 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 6343 members 
Mstep: Class 28 contains 17988 members 
Mstep: Class 29 contains 17374 members 
Mstep: Class 30 contains 4936 members 
Mstep: Class 31 contains 6112 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51603 members 
Mstep: Class 35 contains 9910 members 
Mstep: Class 36 contains 3655 members 
Mstep: Class 37 contains 185733 members 
Mstep: Class 38 contains 8666 members 
Mstep: Class 39 contains 2418 members 
Mstep: Class 40 contains 41247 members 
Mstep: Class 41 contains 871 members 
Mstep: Class 42 contains 7153 members 
Mstep: Class 43 contains 638 members 
Mstep: Class 44 contains 2644 members 
Mstep: Class 45 contains 3959 members 
Mstep: Class 46 contains 9362 members 
Mstep: Class 47 contains 1967 members 
Mstep: Class 48 contains 6902 members 
Mstep: Class 49 contains 11476 members 
Mstep: Class 50 contains 4039 members 
Mstep: Class 51 contains 1772 members 
Mstep: Class 52 contains 15964 members 
Mstep: Class 53 contains 4352 members 
Mstep: Class 54 contains 25401 members 
Mstep: Class 55 contains 2310 members 
Mstep: Class 56 contains 9493 members 
Mstep: Class 57 contains 5575 members 
Mstep: Class 58 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133746472.000000 Penalty: 201080.937500
Iteration 89Q: 59 clusters Score -1.337465e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22140 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 4222 members 
Mstep: Class 6 contains 17042 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 14154 members 
Mstep: Class 10 contains 37288 members 
Mstep: Class 11 contains 11551 members 
Mstep: Class 12 contains 14488 members 
Mstep: Class 13 contains 170689 members 
Mstep: Class 14 contains 56183 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 11856 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 191077 members 
Mstep: Class 20 contains 5565 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 27310 members 
Mstep: Class 23 contains 31622 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 29157 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 6357 members 
Mstep: Class 28 contains 17999 members 
Mstep: Class 29 contains 17380 members 
Mstep: Class 30 contains 4936 members 
Mstep: Class 31 contains 6115 members 
Mstep: Class 32 contains 6120 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51607 members 
Mstep: Class 35 contains 9958 members 
Mstep: Class 36 contains 3656 members 
Mstep: Class 37 contains 185767 members 
Mstep: Class 38 contains 8667 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41293 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7136 members 
Mstep: Class 43 contains 639 members 
Mstep: Class 44 contains 2644 members 
Mstep: Class 45 contains 3962 members 
Mstep: Class 46 contains 9368 members 
Mstep: Class 47 contains 1972 members 
Mstep: Class 48 contains 6914 members 
Mstep: Class 49 contains 11476 members 
Mstep: Class 50 contains 4217 members 
Mstep: Class 51 contains 1757 members 
Mstep: Class 52 contains 15945 members 
Mstep: Class 53 contains 4362 members 
Mstep: Class 54 contains 25094 members 
Mstep: Class 55 contains 2310 members 
Mstep: Class 56 contains 9479 members 
Mstep: Class 57 contains 5576 members 
Mstep: Class 58 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133746696.000000 Penalty: 201080.937500
Iteration 90Q: 59 clusters Score -1.337467e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22145 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 10056 members 
Mstep: Class 5 contains 4255 members 
Mstep: Class 6 contains 17052 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 5425 members 
Mstep: Class 9 contains 14099 members 
Mstep: Class 10 contains 37337 members 
Mstep: Class 11 contains 11554 members 
Mstep: Class 12 contains 14396 members 
Mstep: Class 13 contains 170674 members 
Mstep: Class 14 contains 56358 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 11854 members 
Mstep: Class 17 contains 8905 members 
Mstep: Class 18 contains 4543 members 
Mstep: Class 19 contains 191014 members 
Mstep: Class 20 contains 5566 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 27292 members 
Mstep: Class 23 contains 31602 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 29004 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 6369 members 
Mstep: Class 28 contains 18002 members 
Mstep: Class 29 contains 17381 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6115 members 
Mstep: Class 32 contains 6221 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51619 members 
Mstep: Class 35 contains 10013 members 
Mstep: Class 36 contains 3655 members 
Mstep: Class 37 contains 185795 members 
Mstep: Class 38 contains 8668 members 
Mstep: Class 39 contains 2413 members 
Mstep: Class 40 contains 41379 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7109 members 
Mstep: Class 43 contains 639 members 
Mstep: Class 44 contains 2643 members 
Mstep: Class 45 contains 3962 members 
Mstep: Class 46 contains 9373 members 
Mstep: Class 47 contains 1975 members 
Mstep: Class 48 contains 6929 members 
Mstep: Class 49 contains 11475 members 
Mstep: Class 50 contains 4410 members 
Mstep: Class 51 contains 1741 members 
Mstep: Class 52 contains 15929 members 
Mstep: Class 53 contains 4366 members 
Mstep: Class 54 contains 24784 members 
Mstep: Class 55 contains 2309 members 
Mstep: Class 56 contains 9459 members 
Mstep: Class 57 contains 5578 members 
Mstep: Class 58 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133747456.000000 Penalty: 201080.937500
Iteration 91Q: 59 clusters Score -1.337475e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22160 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 10059 members 
Mstep: Class 5 contains 4279 members 
Mstep: Class 6 contains 17058 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 37350 members 
Mstep: Class 11 contains 11562 members 
Mstep: Class 12 contains 14317 members 
Mstep: Class 13 contains 170658 members 
Mstep: Class 14 contains 56514 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 11850 members 
Mstep: Class 17 contains 8878 members 
Mstep: Class 18 contains 4557 members 
Mstep: Class 19 contains 190956 members 
Mstep: Class 20 contains 5566 members 
Mstep: Class 21 contains 13089 members 
Mstep: Class 22 contains 27291 members 
Mstep: Class 23 contains 31594 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 28824 members 
Mstep: Class 26 contains 2099 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18017 members 
Mstep: Class 29 contains 17384 members 
Mstep: Class 30 contains 4929 members 
Mstep: Class 31 contains 6114 members 
Mstep: Class 32 contains 6302 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51608 members 
Mstep: Class 35 contains 10038 members 
Mstep: Class 36 contains 3659 members 
Mstep: Class 37 contains 185831 members 
Mstep: Class 38 contains 8669 members 
Mstep: Class 39 contains 2413 members 
Mstep: Class 40 contains 41456 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7084 members 
Mstep: Class 43 contains 639 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9375 members 
Mstep: Class 47 contains 1979 members 
Mstep: Class 48 contains 6945 members 
Mstep: Class 49 contains 11478 members 
Mstep: Class 50 contains 4627 members 
Mstep: Class 51 contains 1729 members 
Mstep: Class 52 contains 15920 members 
Mstep: Class 53 contains 4370 members 
Mstep: Class 54 contains 24512 members 
Mstep: Class 55 contains 2310 members 
Mstep: Class 56 contains 9452 members 
Mstep: Class 57 contains 5578 members 
Mstep: Class 58 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133747528.000000 Penalty: 201080.937500
Iteration 92Q: 59 clusters Score -1.337475e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22180 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10067 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 510 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 14011 members 
Mstep: Class 10 contains 37352 members 
Mstep: Class 11 contains 11565 members 
Mstep: Class 12 contains 14274 members 
Mstep: Class 13 contains 170627 members 
Mstep: Class 14 contains 56656 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 11847 members 
Mstep: Class 17 contains 8855 members 
Mstep: Class 18 contains 4572 members 
Mstep: Class 19 contains 190899 members 
Mstep: Class 20 contains 5566 members 
Mstep: Class 21 contains 13104 members 
Mstep: Class 22 contains 27306 members 
Mstep: Class 23 contains 31566 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 28617 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 6383 members 
Mstep: Class 28 contains 18027 members 
Mstep: Class 29 contains 17388 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6115 members 
Mstep: Class 32 contains 6394 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51619 members 
Mstep: Class 35 contains 10058 members 
Mstep: Class 36 contains 3659 members 
Mstep: Class 37 contains 185889 members 
Mstep: Class 38 contains 8672 members 
Mstep: Class 39 contains 2416 members 
Mstep: Class 40 contains 41489 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7063 members 
Mstep: Class 43 contains 639 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9379 members 
Mstep: Class 47 contains 1983 members 
Mstep: Class 48 contains 6956 members 
Mstep: Class 49 contains 11473 members 
Mstep: Class 50 contains 4853 members 
Mstep: Class 51 contains 1719 members 
Mstep: Class 52 contains 15909 members 
Mstep: Class 53 contains 4377 members 
Mstep: Class 54 contains 24255 members 
Mstep: Class 55 contains 2310 members 
Mstep: Class 56 contains 9448 members 
Mstep: Class 57 contains 5578 members 
Mstep: Class 58 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748200.000000 Penalty: 201080.937500
Iteration 93Q: 59 clusters Score -1.337482e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10073 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 17064 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 13974 members 
Mstep: Class 10 contains 37340 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 14241 members 
Mstep: Class 13 contains 170596 members 
Mstep: Class 14 contains 56777 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 11844 members 
Mstep: Class 17 contains 8837 members 
Mstep: Class 18 contains 4589 members 
Mstep: Class 19 contains 190865 members 
Mstep: Class 20 contains 5564 members 
Mstep: Class 21 contains 13116 members 
Mstep: Class 22 contains 27324 members 
Mstep: Class 23 contains 31530 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 28426 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 6387 members 
Mstep: Class 28 contains 18038 members 
Mstep: Class 29 contains 17387 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6116 members 
Mstep: Class 32 contains 6459 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51626 members 
Mstep: Class 35 contains 10075 members 
Mstep: Class 36 contains 3659 members 
Mstep: Class 37 contains 185964 members 
Mstep: Class 38 contains 8672 members 
Mstep: Class 39 contains 2416 members 
Mstep: Class 40 contains 41530 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7049 members 
Mstep: Class 43 contains 639 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3967 members 
Mstep: Class 46 contains 9383 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 6970 members 
Mstep: Class 49 contains 11462 members 
Mstep: Class 50 contains 5073 members 
Mstep: Class 51 contains 1707 members 
Mstep: Class 52 contains 15899 members 
Mstep: Class 53 contains 4382 members 
Mstep: Class 54 contains 24023 members 
Mstep: Class 55 contains 2310 members 
Mstep: Class 56 contains 9438 members 
Mstep: Class 57 contains 5580 members 
Mstep: Class 58 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748400.000000 Penalty: 201080.937500
Iteration 94Q: 59 clusters Score -1.337484e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22204 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 518 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 13934 members 
Mstep: Class 10 contains 37332 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 14194 members 
Mstep: Class 13 contains 170575 members 
Mstep: Class 14 contains 56909 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11843 members 
Mstep: Class 17 contains 8815 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 19 contains 190846 members 
Mstep: Class 20 contains 5564 members 
Mstep: Class 21 contains 13130 members 
Mstep: Class 22 contains 27335 members 
Mstep: Class 23 contains 31508 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 28215 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 6387 members 
Mstep: Class 28 contains 18056 members 
Mstep: Class 29 contains 17383 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6116 members 
Mstep: Class 32 contains 6528 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51630 members 
Mstep: Class 35 contains 10110 members 
Mstep: Class 36 contains 3659 members 
Mstep: Class 37 contains 186008 members 
Mstep: Class 38 contains 8673 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41569 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7038 members 
Mstep: Class 43 contains 639 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3965 members 
Mstep: Class 46 contains 9392 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 6982 members 
Mstep: Class 49 contains 11462 members 
Mstep: Class 50 contains 5306 members 
Mstep: Class 51 contains 1692 members 
Mstep: Class 52 contains 15893 members 
Mstep: Class 53 contains 4383 members 
Mstep: Class 54 contains 23795 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9436 members 
Mstep: Class 57 contains 5579 members 
Mstep: Class 58 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748648.000000 Penalty: 201080.937500
Iteration 95Q: 59 clusters Score -1.337486e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22207 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 17058 members 
Mstep: Class 7 contains 521 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 11563 members 
Mstep: Class 12 contains 14160 members 
Mstep: Class 13 contains 170550 members 
Mstep: Class 14 contains 57038 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 11844 members 
Mstep: Class 17 contains 8798 members 
Mstep: Class 18 contains 4610 members 
Mstep: Class 19 contains 190842 members 
Mstep: Class 20 contains 5565 members 
Mstep: Class 21 contains 13147 members 
Mstep: Class 22 contains 27351 members 
Mstep: Class 23 contains 31474 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 28004 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 6387 members 
Mstep: Class 28 contains 18066 members 
Mstep: Class 29 contains 17379 members 
Mstep: Class 30 contains 4933 members 
Mstep: Class 31 contains 6116 members 
Mstep: Class 32 contains 6597 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51638 members 
Mstep: Class 35 contains 10131 members 
Mstep: Class 36 contains 3659 members 
Mstep: Class 37 contains 186055 members 
Mstep: Class 38 contains 8674 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41603 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7035 members 
Mstep: Class 43 contains 639 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9397 members 
Mstep: Class 47 contains 1994 members 
Mstep: Class 48 contains 6987 members 
Mstep: Class 49 contains 11459 members 
Mstep: Class 50 contains 5548 members 
Mstep: Class 51 contains 1686 members 
Mstep: Class 52 contains 15885 members 
Mstep: Class 53 contains 4384 members 
Mstep: Class 54 contains 23569 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9424 members 
Mstep: Class 57 contains 5578 members 
Mstep: Class 58 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749032.000000 Penalty: 201080.937500
Iteration 96Q: 59 clusters Score -1.33749e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22209 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 10082 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 17058 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 13880 members 
Mstep: Class 10 contains 37307 members 
Mstep: Class 11 contains 11564 members 
Mstep: Class 12 contains 14122 members 
Mstep: Class 13 contains 170532 members 
Mstep: Class 14 contains 57171 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 11842 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 190806 members 
Mstep: Class 20 contains 5565 members 
Mstep: Class 21 contains 13164 members 
Mstep: Class 22 contains 27360 members 
Mstep: Class 23 contains 31452 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 27783 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 6383 members 
Mstep: Class 28 contains 18075 members 
Mstep: Class 29 contains 17380 members 
Mstep: Class 30 contains 4935 members 
Mstep: Class 31 contains 6116 members 
Mstep: Class 32 contains 6664 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51649 members 
Mstep: Class 35 contains 10153 members 
Mstep: Class 36 contains 3658 members 
Mstep: Class 37 contains 186084 members 
Mstep: Class 38 contains 8674 members 
Mstep: Class 39 contains 2416 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7025 members 
Mstep: Class 43 contains 640 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3965 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 6989 members 
Mstep: Class 49 contains 11461 members 
Mstep: Class 50 contains 5820 members 
Mstep: Class 51 contains 1683 members 
Mstep: Class 52 contains 15876 members 
Mstep: Class 53 contains 4384 members 
Mstep: Class 54 contains 23347 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9415 members 
Mstep: Class 57 contains 5579 members 
Mstep: Class 58 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749024.000000 Penalty: 201080.937500
Iteration 97Q: 59 clusters Score -1.33749e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22216 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 17057 members 
Mstep: Class 7 contains 519 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 13849 members 
Mstep: Class 10 contains 37288 members 
Mstep: Class 11 contains 11568 members 
Mstep: Class 12 contains 14096 members 
Mstep: Class 13 contains 170509 members 
Mstep: Class 14 contains 57284 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 11844 members 
Mstep: Class 17 contains 8780 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 190777 members 
Mstep: Class 20 contains 5565 members 
Mstep: Class 21 contains 13174 members 
Mstep: Class 22 contains 27372 members 
Mstep: Class 23 contains 31427 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 27550 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18092 members 
Mstep: Class 29 contains 17384 members 
Mstep: Class 30 contains 4934 members 
Mstep: Class 31 contains 6116 members 
Mstep: Class 32 contains 6736 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51665 members 
Mstep: Class 35 contains 10168 members 
Mstep: Class 36 contains 3658 members 
Mstep: Class 37 contains 186117 members 
Mstep: Class 38 contains 8675 members 
Mstep: Class 39 contains 2417 members 
Mstep: Class 40 contains 41678 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7009 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3963 members 
Mstep: Class 46 contains 9400 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 6990 members 
Mstep: Class 49 contains 11461 members 
Mstep: Class 50 contains 6105 members 
Mstep: Class 51 contains 1682 members 
Mstep: Class 52 contains 15871 members 
Mstep: Class 53 contains 4384 members 
Mstep: Class 54 contains 23121 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9399 members 
Mstep: Class 57 contains 5579 members 
Mstep: Class 58 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749344.000000 Penalty: 201080.937500
Iteration 98Q: 59 clusters Score -1.337493e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22226 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 13828 members 
Mstep: Class 10 contains 37270 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 14077 members 
Mstep: Class 13 contains 170486 members 
Mstep: Class 14 contains 57386 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 11843 members 
Mstep: Class 17 contains 8777 members 
Mstep: Class 18 contains 4628 members 
Mstep: Class 19 contains 190763 members 
Mstep: Class 20 contains 5565 members 
Mstep: Class 21 contains 13182 members 
Mstep: Class 22 contains 27392 members 
Mstep: Class 23 contains 31405 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 27322 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 6375 members 
Mstep: Class 28 contains 18102 members 
Mstep: Class 29 contains 17390 members 
Mstep: Class 30 contains 4934 members 
Mstep: Class 31 contains 6118 members 
Mstep: Class 32 contains 6803 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51676 members 
Mstep: Class 35 contains 10177 members 
Mstep: Class 36 contains 3659 members 
Mstep: Class 37 contains 186137 members 
Mstep: Class 38 contains 8675 members 
Mstep: Class 39 contains 2418 members 
Mstep: Class 40 contains 41696 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6986 members 
Mstep: Class 43 contains 644 members 
Mstep: Class 44 contains 2640 members 
Mstep: Class 45 contains 3962 members 
Mstep: Class 46 contains 9400 members 
Mstep: Class 47 contains 1996 members 
Mstep: Class 48 contains 6997 members 
Mstep: Class 49 contains 11464 members 
Mstep: Class 50 contains 6386 members 
Mstep: Class 51 contains 1673 members 
Mstep: Class 52 contains 15867 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 22906 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9388 members 
Mstep: Class 57 contains 5579 members 
Mstep: Class 58 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749856.000000 Penalty: 201080.937500
Iteration 99Q: 59 clusters Score -1.337499e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22237 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 10089 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 17064 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 13803 members 
Mstep: Class 10 contains 37272 members 
Mstep: Class 11 contains 11566 members 
Mstep: Class 12 contains 14053 members 
Mstep: Class 13 contains 170469 members 
Mstep: Class 14 contains 57502 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 11838 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 190763 members 
Mstep: Class 20 contains 5566 members 
Mstep: Class 21 contains 13187 members 
Mstep: Class 22 contains 27393 members 
Mstep: Class 23 contains 31378 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 27081 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 6374 members 
Mstep: Class 28 contains 18111 members 
Mstep: Class 29 contains 17399 members 
Mstep: Class 30 contains 4938 members 
Mstep: Class 31 contains 6120 members 
Mstep: Class 32 contains 6881 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51686 members 
Mstep: Class 35 contains 10192 members 
Mstep: Class 36 contains 3660 members 
Mstep: Class 37 contains 186150 members 
Mstep: Class 38 contains 8673 members 
Mstep: Class 39 contains 2419 members 
Mstep: Class 40 contains 41704 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6962 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 2640 members 
Mstep: Class 45 contains 3962 members 
Mstep: Class 46 contains 9402 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7007 members 
Mstep: Class 49 contains 11465 members 
Mstep: Class 50 contains 6683 members 
Mstep: Class 51 contains 1663 members 
Mstep: Class 52 contains 15867 members 
Mstep: Class 53 contains 4388 members 
Mstep: Class 54 contains 22665 members 
Mstep: Class 55 contains 2309 members 
Mstep: Class 56 contains 9384 members 
Mstep: Class 57 contains 5577 members 
Mstep: Class 58 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749736.000000 Penalty: 201080.937500
Iteration 100F: 59 clusters Score -1.337497e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22241 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 10088 members 
Mstep: Class 5 contains 4461 members 
Mstep: Class 6 contains 17067 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 37281 members 
Mstep: Class 11 contains 11563 members 
Mstep: Class 12 contains 14019 members 
Mstep: Class 13 contains 170455 members 
Mstep: Class 14 contains 57610 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 11835 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 190761 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 13188 members 
Mstep: Class 22 contains 27392 members 
Mstep: Class 23 contains 31381 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 26768 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 6374 members 
Mstep: Class 28 contains 18118 members 
Mstep: Class 29 contains 17400 members 
Mstep: Class 30 contains 4937 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 6959 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51698 members 
Mstep: Class 35 contains 10204 members 
Mstep: Class 36 contains 3661 members 
Mstep: Class 37 contains 186167 members 
Mstep: Class 38 contains 8674 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41727 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6930 members 
Mstep: Class 43 contains 656 members 
Mstep: Class 44 contains 2640 members 
Mstep: Class 45 contains 3961 members 
Mstep: Class 46 contains 9404 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7013 members 
Mstep: Class 49 contains 11465 members 
Mstep: Class 50 contains 7029 members 
Mstep: Class 51 contains 1659 members 
Mstep: Class 52 contains 15865 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 22436 members 
Mstep: Class 55 contains 2309 members 
Mstep: Class 56 contains 9364 members 
Mstep: Class 57 contains 5576 members 
Mstep: Class 58 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749848.000000 Penalty: 201080.937500
Iteration 101Q: 59 clusters Score -1.337498e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22245 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 4495 members 
Mstep: Class 6 contains 17070 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 13777 members 
Mstep: Class 10 contains 37284 members 
Mstep: Class 11 contains 11563 members 
Mstep: Class 12 contains 13994 members 
Mstep: Class 13 contains 170439 members 
Mstep: Class 14 contains 57724 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 11833 members 
Mstep: Class 17 contains 8769 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 190724 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 13191 members 
Mstep: Class 22 contains 27398 members 
Mstep: Class 23 contains 31378 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 26467 members 
Mstep: Class 26 contains 2082 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18126 members 
Mstep: Class 29 contains 17403 members 
Mstep: Class 30 contains 4935 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 7032 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51705 members 
Mstep: Class 35 contains 10209 members 
Mstep: Class 36 contains 3661 members 
Mstep: Class 37 contains 186198 members 
Mstep: Class 38 contains 8674 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41733 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6900 members 
Mstep: Class 43 contains 658 members 
Mstep: Class 44 contains 2640 members 
Mstep: Class 45 contains 3961 members 
Mstep: Class 46 contains 9405 members 
Mstep: Class 47 contains 1996 members 
Mstep: Class 48 contains 7018 members 
Mstep: Class 49 contains 11464 members 
Mstep: Class 50 contains 7387 members 
Mstep: Class 51 contains 1654 members 
Mstep: Class 52 contains 15863 members 
Mstep: Class 53 contains 4394 members 
Mstep: Class 54 contains 22208 members 
Mstep: Class 55 contains 2309 members 
Mstep: Class 56 contains 9357 members 
Mstep: Class 57 contains 5576 members 
Mstep: Class 58 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750544.000000 Penalty: 201080.937500
Iteration 102Q: 59 clusters Score -1.337505e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22247 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10092 members 
Mstep: Class 5 contains 4547 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 13763 members 
Mstep: Class 10 contains 37280 members 
Mstep: Class 11 contains 11562 members 
Mstep: Class 12 contains 13978 members 
Mstep: Class 13 contains 170426 members 
Mstep: Class 14 contains 57856 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 11826 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 190683 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 13195 members 
Mstep: Class 22 contains 27404 members 
Mstep: Class 23 contains 31378 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 26211 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 6377 members 
Mstep: Class 28 contains 18132 members 
Mstep: Class 29 contains 17409 members 
Mstep: Class 30 contains 4934 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 7090 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51718 members 
Mstep: Class 35 contains 10218 members 
Mstep: Class 36 contains 3661 members 
Mstep: Class 37 contains 186233 members 
Mstep: Class 38 contains 8674 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41717 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6849 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2640 members 
Mstep: Class 45 contains 3962 members 
Mstep: Class 46 contains 9406 members 
Mstep: Class 47 contains 1994 members 
Mstep: Class 48 contains 7028 members 
Mstep: Class 49 contains 11468 members 
Mstep: Class 50 contains 7717 members 
Mstep: Class 51 contains 1643 members 
Mstep: Class 52 contains 15861 members 
Mstep: Class 53 contains 4392 members 
Mstep: Class 54 contains 21977 members 
Mstep: Class 55 contains 2309 members 
Mstep: Class 56 contains 9360 members 
Mstep: Class 57 contains 5577 members 
Mstep: Class 58 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750976.000000 Penalty: 201080.937500
Iteration 103Q: 59 clusters Score -1.33751e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22257 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 6 contains 17060 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 5425 members 
Mstep: Class 9 contains 13753 members 
Mstep: Class 10 contains 37281 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 13964 members 
Mstep: Class 13 contains 170414 members 
Mstep: Class 14 contains 57959 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 11824 members 
Mstep: Class 17 contains 8754 members 
Mstep: Class 18 contains 4654 members 
Mstep: Class 19 contains 190659 members 
Mstep: Class 20 contains 5568 members 
Mstep: Class 21 contains 13202 members 
Mstep: Class 22 contains 27407 members 
Mstep: Class 23 contains 31377 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 25963 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6376 members 
Mstep: Class 28 contains 18139 members 
Mstep: Class 29 contains 17409 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 7140 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51730 members 
Mstep: Class 35 contains 10220 members 
Mstep: Class 36 contains 3661 members 
Mstep: Class 37 contains 186257 members 
Mstep: Class 38 contains 8676 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41728 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6800 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2640 members 
Mstep: Class 45 contains 3961 members 
Mstep: Class 46 contains 9406 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7040 members 
Mstep: Class 49 contains 11463 members 
Mstep: Class 50 contains 8020 members 
Mstep: Class 51 contains 1635 members 
Mstep: Class 52 contains 15859 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 21781 members 
Mstep: Class 55 contains 2309 members 
Mstep: Class 56 contains 9352 members 
Mstep: Class 57 contains 5576 members 
Mstep: Class 58 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751344.000000 Penalty: 201080.937500
Iteration 104Q: 59 clusters Score -1.337513e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22255 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 17073 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 5425 members 
Mstep: Class 9 contains 13744 members 
Mstep: Class 10 contains 37269 members 
Mstep: Class 11 contains 11553 members 
Mstep: Class 12 contains 13955 members 
Mstep: Class 13 contains 170399 members 
Mstep: Class 14 contains 58072 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 11822 members 
Mstep: Class 17 contains 8750 members 
Mstep: Class 18 contains 4656 members 
Mstep: Class 19 contains 190635 members 
Mstep: Class 20 contains 5570 members 
Mstep: Class 21 contains 13208 members 
Mstep: Class 22 contains 27418 members 
Mstep: Class 23 contains 31381 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 25781 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18148 members 
Mstep: Class 29 contains 17407 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51731 members 
Mstep: Class 35 contains 10222 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 186275 members 
Mstep: Class 38 contains 8676 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41701 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6724 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2639 members 
Mstep: Class 45 contains 3960 members 
Mstep: Class 46 contains 9405 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7047 members 
Mstep: Class 49 contains 11465 members 
Mstep: Class 50 contains 8276 members 
Mstep: Class 51 contains 1624 members 
Mstep: Class 52 contains 15858 members 
Mstep: Class 53 contains 4388 members 
Mstep: Class 54 contains 21598 members 
Mstep: Class 55 contains 2309 members 
Mstep: Class 56 contains 9337 members 
Mstep: Class 57 contains 5575 members 
Mstep: Class 58 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751464.000000 Penalty: 201080.937500
Iteration 105Q: 59 clusters Score -1.337515e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22265 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 17095 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 5425 members 
Mstep: Class 9 contains 13740 members 
Mstep: Class 10 contains 37266 members 
Mstep: Class 11 contains 11552 members 
Mstep: Class 12 contains 13948 members 
Mstep: Class 13 contains 170387 members 
Mstep: Class 14 contains 58181 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 8746 members 
Mstep: Class 18 contains 4661 members 
Mstep: Class 19 contains 190609 members 
Mstep: Class 20 contains 5570 members 
Mstep: Class 21 contains 13213 members 
Mstep: Class 22 contains 27424 members 
Mstep: Class 23 contains 31380 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 25611 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6385 members 
Mstep: Class 28 contains 18161 members 
Mstep: Class 29 contains 17409 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 7242 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51733 members 
Mstep: Class 35 contains 10222 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 186290 members 
Mstep: Class 38 contains 8676 members 
Mstep: Class 39 contains 2422 members 
Mstep: Class 40 contains 41686 members 
Mstep: Class 41 contains 876 members 
Mstep: Class 42 contains 6640 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2638 members 
Mstep: Class 45 contains 3960 members 
Mstep: Class 46 contains 9404 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 7053 members 
Mstep: Class 49 contains 11461 members 
Mstep: Class 50 contains 8468 members 
Mstep: Class 51 contains 1622 members 
Mstep: Class 52 contains 15858 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 21413 members 
Mstep: Class 55 contains 2309 members 
Mstep: Class 56 contains 9328 members 
Mstep: Class 57 contains 5573 members 
Mstep: Class 58 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751456.000000 Penalty: 201080.937500
Iteration 106Q: 59 clusters Score -1.337515e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22261 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10095 members 
Mstep: Class 5 contains 4910 members 
Mstep: Class 6 contains 17116 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 5425 members 
Mstep: Class 9 contains 13736 members 
Mstep: Class 10 contains 37243 members 
Mstep: Class 11 contains 11552 members 
Mstep: Class 12 contains 13945 members 
Mstep: Class 13 contains 170377 members 
Mstep: Class 14 contains 58297 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 11809 members 
Mstep: Class 17 contains 8735 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 190579 members 
Mstep: Class 20 contains 5570 members 
Mstep: Class 21 contains 13224 members 
Mstep: Class 22 contains 27430 members 
Mstep: Class 23 contains 31370 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 25472 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18164 members 
Mstep: Class 29 contains 17420 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6118 members 
Mstep: Class 32 contains 7297 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51740 members 
Mstep: Class 35 contains 10231 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 186302 members 
Mstep: Class 38 contains 8676 members 
Mstep: Class 39 contains 2422 members 
Mstep: Class 40 contains 41675 members 
Mstep: Class 41 contains 876 members 
Mstep: Class 42 contains 6519 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2639 members 
Mstep: Class 45 contains 3961 members 
Mstep: Class 46 contains 9405 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7053 members 
Mstep: Class 49 contains 11457 members 
Mstep: Class 50 contains 8650 members 
Mstep: Class 51 contains 1620 members 
Mstep: Class 52 contains 15858 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 21236 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9324 members 
Mstep: Class 57 contains 5573 members 
Mstep: Class 58 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752000.000000 Penalty: 201080.937500
Iteration 107Q: 59 clusters Score -1.33752e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22259 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 5 contains 5089 members 
Mstep: Class 6 contains 17133 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 5424 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 37225 members 
Mstep: Class 11 contains 11555 members 
Mstep: Class 12 contains 13933 members 
Mstep: Class 13 contains 170368 members 
Mstep: Class 14 contains 58415 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 8729 members 
Mstep: Class 18 contains 4665 members 
Mstep: Class 19 contains 190558 members 
Mstep: Class 20 contains 5570 members 
Mstep: Class 21 contains 13231 members 
Mstep: Class 22 contains 27432 members 
Mstep: Class 23 contains 31359 members 
Mstep: Class 24 contains 4999 members 
Mstep: Class 25 contains 25350 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6386 members 
Mstep: Class 28 contains 18173 members 
Mstep: Class 29 contains 17425 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6118 members 
Mstep: Class 32 contains 7351 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51744 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 186326 members 
Mstep: Class 38 contains 8676 members 
Mstep: Class 39 contains 2422 members 
Mstep: Class 40 contains 41665 members 
Mstep: Class 41 contains 876 members 
Mstep: Class 42 contains 6361 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2639 members 
Mstep: Class 45 contains 3962 members 
Mstep: Class 46 contains 9400 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 7055 members 
Mstep: Class 49 contains 11442 members 
Mstep: Class 50 contains 8801 members 
Mstep: Class 51 contains 1617 members 
Mstep: Class 52 contains 15857 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 21053 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9319 members 
Mstep: Class 57 contains 5572 members 
Mstep: Class 58 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752312.000000 Penalty: 201080.937500
Iteration 108Q: 59 clusters Score -1.337523e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22258 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5294 members 
Mstep: Class 6 contains 17148 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5425 members 
Mstep: Class 9 contains 13718 members 
Mstep: Class 10 contains 37207 members 
Mstep: Class 11 contains 11550 members 
Mstep: Class 12 contains 13936 members 
Mstep: Class 13 contains 170360 members 
Mstep: Class 14 contains 58519 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 11796 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 4669 members 
Mstep: Class 19 contains 190545 members 
Mstep: Class 20 contains 5569 members 
Mstep: Class 21 contains 13234 members 
Mstep: Class 22 contains 27434 members 
Mstep: Class 23 contains 31349 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 25276 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6391 members 
Mstep: Class 28 contains 18175 members 
Mstep: Class 29 contains 17429 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6118 members 
Mstep: Class 32 contains 7403 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51741 members 
Mstep: Class 35 contains 10247 members 
Mstep: Class 36 contains 3665 members 
Mstep: Class 37 contains 186334 members 
Mstep: Class 38 contains 8676 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41664 members 
Mstep: Class 41 contains 877 members 
Mstep: Class 42 contains 6187 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2640 members 
Mstep: Class 45 contains 3961 members 
Mstep: Class 46 contains 9396 members 
Mstep: Class 47 contains 1986 members 
Mstep: Class 48 contains 7060 members 
Mstep: Class 49 contains 11413 members 
Mstep: Class 50 contains 8903 members 
Mstep: Class 51 contains 1612 members 
Mstep: Class 52 contains 15857 members 
Mstep: Class 53 contains 4388 members 
Mstep: Class 54 contains 20884 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9333 members 
Mstep: Class 57 contains 5572 members 
Mstep: Class 58 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752952.000000 Penalty: 201080.937500
Iteration 109Q: 59 clusters Score -1.33753e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22260 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 17170 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5424 members 
Mstep: Class 9 contains 13710 members 
Mstep: Class 10 contains 37196 members 
Mstep: Class 11 contains 11552 members 
Mstep: Class 12 contains 13934 members 
Mstep: Class 13 contains 170344 members 
Mstep: Class 14 contains 58602 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11794 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 19 contains 190529 members 
Mstep: Class 20 contains 5570 members 
Mstep: Class 21 contains 13234 members 
Mstep: Class 22 contains 27432 members 
Mstep: Class 23 contains 31337 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25239 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6390 members 
Mstep: Class 28 contains 18175 members 
Mstep: Class 29 contains 17432 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6117 members 
Mstep: Class 32 contains 7460 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51737 members 
Mstep: Class 35 contains 10258 members 
Mstep: Class 36 contains 3665 members 
Mstep: Class 37 contains 186345 members 
Mstep: Class 38 contains 8676 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41655 members 
Mstep: Class 41 contains 877 members 
Mstep: Class 42 contains 6071 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3962 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1986 members 
Mstep: Class 48 contains 7059 members 
Mstep: Class 49 contains 11371 members 
Mstep: Class 50 contains 8971 members 
Mstep: Class 51 contains 1613 members 
Mstep: Class 52 contains 15858 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 20736 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9337 members 
Mstep: Class 57 contains 5570 members 
Mstep: Class 58 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753600.000000 Penalty: 201080.937500
Iteration 110Q: 59 clusters Score -1.337536e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22262 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 5 contains 5556 members 
Mstep: Class 6 contains 17188 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5425 members 
Mstep: Class 9 contains 13707 members 
Mstep: Class 10 contains 37183 members 
Mstep: Class 11 contains 11552 members 
Mstep: Class 12 contains 13926 members 
Mstep: Class 13 contains 170337 members 
Mstep: Class 14 contains 58676 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11795 members 
Mstep: Class 17 contains 8701 members 
Mstep: Class 18 contains 4672 members 
Mstep: Class 19 contains 190520 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13238 members 
Mstep: Class 22 contains 27437 members 
Mstep: Class 23 contains 31329 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25204 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6392 members 
Mstep: Class 28 contains 18182 members 
Mstep: Class 29 contains 17437 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6116 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51732 members 
Mstep: Class 35 contains 10263 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186345 members 
Mstep: Class 38 contains 8676 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41662 members 
Mstep: Class 41 contains 878 members 
Mstep: Class 42 contains 6046 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3962 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1986 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11328 members 
Mstep: Class 50 contains 9024 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15857 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 20584 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9333 members 
Mstep: Class 57 contains 5562 members 
Mstep: Class 58 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753576.000000 Penalty: 201080.937500
Iteration 111Q: 59 clusters Score -1.337536e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22264 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 5603 members 
Mstep: Class 6 contains 17197 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5423 members 
Mstep: Class 9 contains 13702 members 
Mstep: Class 10 contains 37174 members 
Mstep: Class 11 contains 11551 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 170330 members 
Mstep: Class 14 contains 58756 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11799 members 
Mstep: Class 17 contains 8693 members 
Mstep: Class 18 contains 4672 members 
Mstep: Class 19 contains 190499 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13237 members 
Mstep: Class 22 contains 27440 members 
Mstep: Class 23 contains 31322 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25183 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6392 members 
Mstep: Class 28 contains 18183 members 
Mstep: Class 29 contains 17445 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6113 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51717 members 
Mstep: Class 35 contains 10275 members 
Mstep: Class 36 contains 3661 members 
Mstep: Class 37 contains 186358 members 
Mstep: Class 38 contains 8675 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41662 members 
Mstep: Class 41 contains 878 members 
Mstep: Class 42 contains 6075 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3962 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11289 members 
Mstep: Class 50 contains 9060 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15853 members 
Mstep: Class 53 contains 4384 members 
Mstep: Class 54 contains 20436 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9327 members 
Mstep: Class 57 contains 5549 members 
Mstep: Class 58 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753472.000000 Penalty: 201080.937500
Iteration 112Q: 59 clusters Score -1.337535e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22268 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 17203 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5422 members 
Mstep: Class 9 contains 13691 members 
Mstep: Class 10 contains 37173 members 
Mstep: Class 11 contains 11551 members 
Mstep: Class 12 contains 13923 members 
Mstep: Class 13 contains 170309 members 
Mstep: Class 14 contains 58826 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 4674 members 
Mstep: Class 19 contains 190486 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13240 members 
Mstep: Class 22 contains 27433 members 
Mstep: Class 23 contains 31311 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25172 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18189 members 
Mstep: Class 29 contains 17453 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6114 members 
Mstep: Class 32 contains 7651 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51694 members 
Mstep: Class 35 contains 10282 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186364 members 
Mstep: Class 38 contains 8674 members 
Mstep: Class 39 contains 2422 members 
Mstep: Class 40 contains 41668 members 
Mstep: Class 41 contains 878 members 
Mstep: Class 42 contains 6137 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3963 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11247 members 
Mstep: Class 50 contains 9081 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15851 members 
Mstep: Class 53 contains 4384 members 
Mstep: Class 54 contains 20311 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9311 members 
Mstep: Class 57 contains 5543 members 
Mstep: Class 58 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753824.000000 Penalty: 201080.937500
Iteration 113Q: 59 clusters Score -1.337538e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22273 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10099 members 
Mstep: Class 5 contains 5647 members 
Mstep: Class 6 contains 17208 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13681 members 
Mstep: Class 10 contains 37175 members 
Mstep: Class 11 contains 11550 members 
Mstep: Class 12 contains 13918 members 
Mstep: Class 13 contains 170287 members 
Mstep: Class 14 contains 58898 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 4676 members 
Mstep: Class 19 contains 190466 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13246 members 
Mstep: Class 22 contains 27435 members 
Mstep: Class 23 contains 31306 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25166 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6396 members 
Mstep: Class 28 contains 18193 members 
Mstep: Class 29 contains 17455 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6114 members 
Mstep: Class 32 contains 7719 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51671 members 
Mstep: Class 35 contains 10289 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186382 members 
Mstep: Class 38 contains 8674 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41666 members 
Mstep: Class 41 contains 877 members 
Mstep: Class 42 contains 6200 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3965 members 
Mstep: Class 46 contains 9386 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11219 members 
Mstep: Class 50 contains 9097 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15848 members 
Mstep: Class 53 contains 4384 members 
Mstep: Class 54 contains 20169 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9301 members 
Mstep: Class 57 contains 5537 members 
Mstep: Class 58 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753872.000000 Penalty: 201080.937500
Iteration 114Q: 59 clusters Score -1.337539e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22278 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10100 members 
Mstep: Class 5 contains 5654 members 
Mstep: Class 6 contains 17214 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13673 members 
Mstep: Class 10 contains 37146 members 
Mstep: Class 11 contains 11548 members 
Mstep: Class 12 contains 13921 members 
Mstep: Class 13 contains 170278 members 
Mstep: Class 14 contains 58957 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11797 members 
Mstep: Class 17 contains 8694 members 
Mstep: Class 18 contains 4680 members 
Mstep: Class 19 contains 190455 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 27428 members 
Mstep: Class 23 contains 31308 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25162 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6397 members 
Mstep: Class 28 contains 18199 members 
Mstep: Class 29 contains 17458 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6115 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51646 members 
Mstep: Class 35 contains 10290 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186395 members 
Mstep: Class 38 contains 8677 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41663 members 
Mstep: Class 41 contains 876 members 
Mstep: Class 42 contains 6264 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3967 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11190 members 
Mstep: Class 50 contains 9109 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15845 members 
Mstep: Class 53 contains 4385 members 
Mstep: Class 54 contains 20047 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9294 members 
Mstep: Class 57 contains 5536 members 
Mstep: Class 58 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754056.000000 Penalty: 201080.937500
Iteration 115Q: 59 clusters Score -1.337541e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22279 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 17218 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13666 members 
Mstep: Class 10 contains 37124 members 
Mstep: Class 11 contains 11549 members 
Mstep: Class 12 contains 13923 members 
Mstep: Class 13 contains 170268 members 
Mstep: Class 14 contains 59016 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 4684 members 
Mstep: Class 19 contains 190448 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27436 members 
Mstep: Class 23 contains 31314 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 25164 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6396 members 
Mstep: Class 28 contains 18209 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6118 members 
Mstep: Class 32 contains 7830 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51620 members 
Mstep: Class 35 contains 10289 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186397 members 
Mstep: Class 38 contains 8677 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41654 members 
Mstep: Class 41 contains 876 members 
Mstep: Class 42 contains 6319 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3968 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11170 members 
Mstep: Class 50 contains 9115 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15845 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19935 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9292 members 
Mstep: Class 57 contains 5537 members 
Mstep: Class 58 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754112.000000 Penalty: 201080.937500
Iteration 116Q: 59 clusters Score -1.337541e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22277 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5658 members 
Mstep: Class 6 contains 17222 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13661 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 11547 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 170263 members 
Mstep: Class 14 contains 59069 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11802 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 190440 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13250 members 
Mstep: Class 22 contains 27433 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 25166 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6395 members 
Mstep: Class 28 contains 18216 members 
Mstep: Class 29 contains 17465 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6117 members 
Mstep: Class 32 contains 7883 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51595 members 
Mstep: Class 35 contains 10290 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186409 members 
Mstep: Class 38 contains 8678 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41647 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6383 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9386 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11147 members 
Mstep: Class 50 contains 9121 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15845 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19830 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9295 members 
Mstep: Class 57 contains 5533 members 
Mstep: Class 58 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754192.000000 Penalty: 201080.937500
Iteration 117Q: 59 clusters Score -1.337542e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22275 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10099 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5420 members 
Mstep: Class 9 contains 13654 members 
Mstep: Class 10 contains 37082 members 
Mstep: Class 11 contains 11547 members 
Mstep: Class 12 contains 13916 members 
Mstep: Class 13 contains 170255 members 
Mstep: Class 14 contains 59120 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 8679 members 
Mstep: Class 18 contains 4691 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27427 members 
Mstep: Class 23 contains 31320 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25164 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18223 members 
Mstep: Class 29 contains 17468 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 7935 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51567 members 
Mstep: Class 35 contains 10289 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186417 members 
Mstep: Class 38 contains 8678 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6444 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3970 members 
Mstep: Class 46 contains 9385 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11135 members 
Mstep: Class 50 contains 9124 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15846 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19718 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5531 members 
Mstep: Class 58 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754360.000000 Penalty: 201080.937500
Iteration 118Q: 59 clusters Score -1.337544e+08 nChanged 449
Entering ConstructFrom: 
Score: -133754360.000000 Penalty: 201080.937500
Entering ConstructFrom: 
Trying to split cluster 1 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -51469.609375 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -51469.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50180.964844 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -50180.96 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50830.601562 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -50830.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51206.640625 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -51206.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51443.320312 Penalty: 3112.281982
	Iteration 3F: 3 clusters Score -51443.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51532.980469 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -51532.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51599.882812 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -51599.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51672.253906 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -51672.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51714.382812 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -51714.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51773.886719 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -51773.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51813.632812 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -51813.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51826.476562 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -51826.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51830.781250 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -51830.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51833.554688 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -51833.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51837.953125 Penalty: 3112.281982
	Iteration 13Q: 3 clusters Score -51837.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51859.710938 Penalty: 3112.281982
	Iteration 14F: 3 clusters Score -51859.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51992.500000 Penalty: 3112.281982
	Iteration 15Q: 3 clusters Score -51992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52006.476562 Penalty: 3112.281982
	Iteration 16Q: 3 clusters Score -52006.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52012.496094 Penalty: 3112.281982
	Iteration 17Q: 3 clusters Score -52012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52014.460938 Penalty: 3112.281982
	Iteration 18Q: 3 clusters Score -52014.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52014.460938 Penalty: 3112.281982
	Iteration 19F: 3 clusters Score -52014.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 250 members 
Entering Unmasked Estep 
Score: -133753192.000000 Penalty: 204547.843750
Splitting cluster 1 changes total score from -133754360.000000 to -133753192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Entering Unmasked Estep 
Score: -2628707.750000 Penalty: 2482.738037
	Iteration 0F: 2 clusters Score -2628708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2613135.750000 Penalty: 4965.476074
	Iteration 0F: 3 clusters Score -2613136 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2618485.500000 Penalty: 4965.476074
	Iteration 1F: 3 clusters Score -2618486 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2619041.500000 Penalty: 4965.476074
	Iteration 2F: 3 clusters Score -2619042 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2619677.500000 Penalty: 4965.476074
	Iteration 3F: 3 clusters Score -2619678 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2620386.500000 Penalty: 4965.476074
	Iteration 4F: 3 clusters Score -2620386 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2621081.500000 Penalty: 4965.476074
	Iteration 5F: 3 clusters Score -2621082 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2621824.250000 Penalty: 4965.476074
	Iteration 6F: 3 clusters Score -2621824 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2622611.250000 Penalty: 4965.476074
	Iteration 7F: 3 clusters Score -2622611 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2623410.750000 Penalty: 4965.476074
	Iteration 8F: 3 clusters Score -2623411 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2624258.500000 Penalty: 4965.476074
	Iteration 9F: 3 clusters Score -2624258 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2625077.750000 Penalty: 4965.476074
	Iteration 10Q: 3 clusters Score -2625078 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2625800.000000 Penalty: 4965.476074
	Iteration 11Q: 3 clusters Score -2625800 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2626407.250000 Penalty: 4965.476074
	Iteration 12Q: 3 clusters Score -2626407 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2626846.750000 Penalty: 4965.476074
	Iteration 13Q: 3 clusters Score -2626847 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2627109.250000 Penalty: 4965.476074
	Iteration 14Q: 3 clusters Score -2627109 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2627308.500000 Penalty: 4965.476074
	Iteration 15Q: 3 clusters Score -2627308 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2627407.750000 Penalty: 4965.476074
	Iteration 16Q: 3 clusters Score -2627408 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2627471.250000 Penalty: 4965.476074
	Iteration 17Q: 3 clusters Score -2627471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2627512.000000 Penalty: 4965.476074
	Iteration 18Q: 3 clusters Score -2627512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2627541.250000 Penalty: 4965.476074
	Iteration 19Q: 3 clusters Score -2627541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2627555.750000 Penalty: 4965.476074
	Iteration 20F: 3 clusters Score -2627556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2627567.000000 Penalty: 4965.476074
	Iteration 21Q: 3 clusters Score -2627567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2627581.750000 Penalty: 4965.476074
	Iteration 22Q: 3 clusters Score -2627582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2627596.000000 Penalty: 4965.476074
	Iteration 23Q: 3 clusters Score -2627596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2627609.250000 Penalty: 4965.476074
	Iteration 24Q: 3 clusters Score -2627609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2627614.000000 Penalty: 4965.476074
	Iteration 25Q: 3 clusters Score -2627614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2627610.500000 Penalty: 4965.476074
	Iteration 26Q: 3 clusters Score -2627610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2627615.000000 Penalty: 4965.476074
	Iteration 27Q: 3 clusters Score -2627615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2627621.750000 Penalty: 4965.476074
	Iteration 28Q: 3 clusters Score -2627622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2627622.250000 Penalty: 4965.476074
	Iteration 29Q: 3 clusters Score -2627622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2627631.000000 Penalty: 4965.476074
	Iteration 30Q: 3 clusters Score -2627631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2627633.250000 Penalty: 4965.476074
	Iteration 31Q: 3 clusters Score -2627633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2627637.500000 Penalty: 4965.476074
	Iteration 32Q: 3 clusters Score -2627638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2627638.250000 Penalty: 4965.476074
	Iteration 33Q: 3 clusters Score -2627638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2627640.500000 Penalty: 4965.476074
	Iteration 34Q: 3 clusters Score -2627640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2627641.500000 Penalty: 4965.476074
	Iteration 35Q: 3 clusters Score -2627642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2627642.500000 Penalty: 4965.476074
	Iteration 36Q: 3 clusters Score -2627642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2627645.000000 Penalty: 4965.476074
	Iteration 37Q: 3 clusters Score -2627645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2627645.000000 Penalty: 4965.476074
	Iteration 38F: 3 clusters Score -2627645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -26965.246094 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -26965.25 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 211 members 
Entering Unmasked Estep 
Score: -25724.060547 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -25724.06 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25971.986328 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -25971.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26053.740234 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -26053.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26096.216797 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -26096.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26166.816406 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -26166.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26172.501953 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -26172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26187.154297 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -26187.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26192.240234 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -26192.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26199.628906 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -26199.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26205.394531 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -26205.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26219.199219 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -26219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26229.496094 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -26229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26230.958984 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -26230.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26232.810547 Penalty: 2986.427490
	Iteration 13Q: 3 clusters Score -26232.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26232.810547 Penalty: 2986.427490
	Iteration 14F: 3 clusters Score -26232.81 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: -1164486.875000 Penalty: 2286.583008
	Iteration 0F: 2 clusters Score -1164487 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 4979 members 
Entering Unmasked Estep 
Score: -1156833.125000 Penalty: 4573.166016
	Iteration 0F: 3 clusters Score -1156833 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1159153.125000 Penalty: 4573.166016
	Iteration 1F: 3 clusters Score -1159153 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1159506.250000 Penalty: 4573.166016
	Iteration 2F: 3 clusters Score -1159506 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1159781.375000 Penalty: 4573.166016
	Iteration 3F: 3 clusters Score -1159781 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1160071.000000 Penalty: 4573.166016
	Iteration 4Q: 3 clusters Score -1160071 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1160351.500000 Penalty: 4573.166016
	Iteration 5Q: 3 clusters Score -1160352 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1160593.375000 Penalty: 4573.166016
	Iteration 6Q: 3 clusters Score -1160593 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1160809.125000 Penalty: 4573.166016
	Iteration 7Q: 3 clusters Score -1160809 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1160982.125000 Penalty: 4573.166016
	Iteration 8Q: 3 clusters Score -1160982 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1161115.125000 Penalty: 4573.166016
	Iteration 9Q: 3 clusters Score -1161115 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1161215.875000 Penalty: 4573.166016
	Iteration 10Q: 3 clusters Score -1161216 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1161293.875000 Penalty: 4573.166016
	Iteration 11Q: 3 clusters Score -1161294 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1161356.625000 Penalty: 4573.166016
	Iteration 12Q: 3 clusters Score -1161357 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1161415.875000 Penalty: 4573.166016
	Iteration 13Q: 3 clusters Score -1161416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1161461.750000 Penalty: 4573.166016
	Iteration 14Q: 3 clusters Score -1161462 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1161509.125000 Penalty: 4573.166016
	Iteration 15Q: 3 clusters Score -1161509 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1161563.000000 Penalty: 4573.166016
	Iteration 16Q: 3 clusters Score -1161563 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1161612.625000 Penalty: 4573.166016
	Iteration 17Q: 3 clusters Score -1161613 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1161661.875000 Penalty: 4573.166016
	Iteration 18Q: 3 clusters Score -1161662 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1161714.500000 Penalty: 4573.166016
	Iteration 19Q: 3 clusters Score -1161714 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1161772.000000 Penalty: 4573.166016
	Iteration 20F: 3 clusters Score -1161772 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1161828.500000 Penalty: 4573.166016
	Iteration 21Q: 3 clusters Score -1161828 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1161893.875000 Penalty: 4573.166016
	Iteration 22Q: 3 clusters Score -1161894 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1161958.125000 Penalty: 4573.166016
	Iteration 23Q: 3 clusters Score -1161958 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1162009.750000 Penalty: 4573.166016
	Iteration 24Q: 3 clusters Score -1162010 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1162066.875000 Penalty: 4573.166016
	Iteration 25Q: 3 clusters Score -1162067 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1162124.750000 Penalty: 4573.166016
	Iteration 26Q: 3 clusters Score -1162125 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1162171.000000 Penalty: 4573.166016
	Iteration 27Q: 3 clusters Score -1162171 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1162224.875000 Penalty: 4573.166016
	Iteration 28Q: 3 clusters Score -1162225 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1162280.500000 Penalty: 4573.166016
	Iteration 29Q: 3 clusters Score -1162280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1162341.625000 Penalty: 4573.166016
	Iteration 30Q: 3 clusters Score -1162342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1162393.500000 Penalty: 4573.166016
	Iteration 31Q: 3 clusters Score -1162394 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1162445.750000 Penalty: 4573.166016
	Iteration 32Q: 3 clusters Score -1162446 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1162486.375000 Penalty: 4573.166016
	Iteration 33Q: 3 clusters Score -1162486 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1162529.125000 Penalty: 4573.166016
	Iteration 34Q: 3 clusters Score -1162529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1162558.250000 Penalty: 4573.166016
	Iteration 35Q: 3 clusters Score -1162558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1162584.875000 Penalty: 4573.166016
	Iteration 36Q: 3 clusters Score -1162585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1162606.625000 Penalty: 4573.166016
	Iteration 37Q: 3 clusters Score -1162607 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1162622.500000 Penalty: 4573.166016
	Iteration 38Q: 3 clusters Score -1162622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1162638.125000 Penalty: 4573.166016
	Iteration 39Q: 3 clusters Score -1162638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1162653.875000 Penalty: 4573.166016
	Iteration 40F: 3 clusters Score -1162654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1162668.625000 Penalty: 4573.166016
	Iteration 41Q: 3 clusters Score -1162669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1162678.000000 Penalty: 4573.166016
	Iteration 42Q: 3 clusters Score -1162678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1162691.750000 Penalty: 4573.166016
	Iteration 43Q: 3 clusters Score -1162692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1162699.750000 Penalty: 4573.166016
	Iteration 44Q: 3 clusters Score -1162700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1162708.500000 Penalty: 4573.166016
	Iteration 45Q: 3 clusters Score -1162708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1162713.125000 Penalty: 4573.166016
	Iteration 46Q: 3 clusters Score -1162713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1162717.000000 Penalty: 4573.166016
	Iteration 47Q: 3 clusters Score -1162717 nChanged 5
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: -1162718.000000 Penalty: 4573.166016
	Iteration 48Q: 3 clusters Score -1162718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1162719.375000 Penalty: 4573.166016
	Iteration 49Q: 3 clusters Score -1162719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1162723.000000 Penalty: 4573.166016
	Iteration 50Q: 3 clusters Score -1162723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1162723.375000 Penalty: 4573.166016
	Iteration 51Q: 3 clusters Score -1162723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1162729.000000 Penalty: 4573.166016
	Iteration 52Q: 3 clusters Score -1162729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1162729.875000 Penalty: 4573.166016
	Iteration 53Q: 3 clusters Score -1162730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1162731.625000 Penalty: 4573.166016
	Iteration 54Q: 3 clusters Score -1162732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1162732.000000 Penalty: 4573.166016
	Iteration 55Q: 3 clusters Score -1162732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1162735.000000 Penalty: 4573.166016
	Iteration 56Q: 3 clusters Score -1162735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1162735.000000 Penalty: 4573.166016
	Iteration 57F: 3 clusters Score -1162735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -655319.250000 Penalty: 2143.056152
	Iteration 0F: 2 clusters Score -655319.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -650377.937500 Penalty: 4286.112305
	Iteration 0F: 3 clusters Score -650377.9 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -651740.187500 Penalty: 4286.112305
	Iteration 1F: 3 clusters Score -651740.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -652075.812500 Penalty: 4286.112305
	Iteration 2F: 3 clusters Score -652075.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -652340.562500 Penalty: 4286.112305
	Iteration 3F: 3 clusters Score -652340.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -652537.750000 Penalty: 4286.112305
	Iteration 4Q: 3 clusters Score -652537.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -652693.375000 Penalty: 4286.112305
	Iteration 5Q: 3 clusters Score -652693.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -652837.875000 Penalty: 4286.112305
	Iteration 6Q: 3 clusters Score -652837.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -652961.312500 Penalty: 4286.112305
	Iteration 7Q: 3 clusters Score -652961.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -653082.750000 Penalty: 4286.112305
	Iteration 8Q: 3 clusters Score -653082.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -653199.625000 Penalty: 4286.112305
	Iteration 9Q: 3 clusters Score -653199.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -653308.812500 Penalty: 4286.112305
	Iteration 10Q: 3 clusters Score -653308.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -653426.500000 Penalty: 4286.112305
	Iteration 11Q: 3 clusters Score -653426.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -653528.687500 Penalty: 4286.112305
	Iteration 12Q: 3 clusters Score -653528.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -653632.500000 Penalty: 4286.112305
	Iteration 13Q: 3 clusters Score -653632.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -653715.312500 Penalty: 4286.112305
	Iteration 14Q: 3 clusters Score -653715.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -653794.687500 Penalty: 4286.112305
	Iteration 15Q: 3 clusters Score -653794.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -653873.937500 Penalty: 4286.112305
	Iteration 16Q: 3 clusters Score -653873.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -653934.562500 Penalty: 4286.112305
	Iteration 17Q: 3 clusters Score -653934.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -653970.812500 Penalty: 4286.112305
	Iteration 18Q: 3 clusters Score -653970.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -653994.687500 Penalty: 4286.112305
	Iteration 19Q: 3 clusters Score -653994.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -654009.312500 Penalty: 4286.112305
	Iteration 20F: 3 clusters Score -654009.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -654024.937500 Penalty: 4286.112305
	Iteration 21Q: 3 clusters Score -654024.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -654034.062500 Penalty: 4286.112305
	Iteration 22Q: 3 clusters Score -654034.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -654047.437500 Penalty: 4286.112305
	Iteration 23Q: 3 clusters Score -654047.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -654054.750000 Penalty: 4286.112305
	Iteration 24Q: 3 clusters Score -654054.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -654067.250000 Penalty: 4286.112305
	Iteration 25Q: 3 clusters Score -654067.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -654075.375000 Penalty: 4286.112305
	Iteration 26Q: 3 clusters Score -654075.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -654088.812500 Penalty: 4286.112305
	Iteration 27Q: 3 clusters Score -654088.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -654099.625000 Penalty: 4286.112305
	Iteration 28Q: 3 clusters Score -654099.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -654109.125000 Penalty: 4286.112305
	Iteration 29Q: 3 clusters Score -654109.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -654113.687500 Penalty: 4286.112305
	Iteration 30Q: 3 clusters Score -654113.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -654116.812500 Penalty: 4286.112305
	Iteration 31Q: 3 clusters Score -654116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -654119.062500 Penalty: 4286.112305
	Iteration 32Q: 3 clusters Score -654119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -654121.312500 Penalty: 4286.112305
	Iteration 33Q: 3 clusters Score -654121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -654123.500000 Penalty: 4286.112305
	Iteration 34Q: 3 clusters Score -654123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -654126.500000 Penalty: 4286.112305
	Iteration 35Q: 3 clusters Score -654126.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -654126.062500 Penalty: 4286.112305
	Iteration 36Q: 3 clusters Score -654126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -654125.750000 Penalty: 4286.112305
	Iteration 37Q: 3 clusters Score -654125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -654126.375000 Penalty: 4286.112305
	Iteration 38Q: 3 clusters Score -654126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -654126.875000 Penalty: 4286.112305
	Iteration 39Q: 3 clusters Score -654126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -654126.937500 Penalty: 4286.112305
	Iteration 40F: 3 clusters Score -654126.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Entering Unmasked Estep 
Score: -2004889.625000 Penalty: 2419.121826
	Iteration 0F: 2 clusters Score -2004890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1992609.000000 Penalty: 4838.243652
	Iteration 0F: 3 clusters Score -1992609 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1996612.250000 Penalty: 4838.243652
	Iteration 1F: 3 clusters Score -1996612 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1997009.500000 Penalty: 4838.243652
	Iteration 2F: 3 clusters Score -1997010 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1997367.000000 Penalty: 4838.243652
	Iteration 3Q: 3 clusters Score -1997367 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1997735.375000 Penalty: 4838.243652
	Iteration 4Q: 3 clusters Score -1997735 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1998087.750000 Penalty: 4838.243652
	Iteration 5Q: 3 clusters Score -1998088 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1998498.625000 Penalty: 4838.243652
	Iteration 6Q: 3 clusters Score -1998499 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1998934.250000 Penalty: 4838.243652
	Iteration 7Q: 3 clusters Score -1998934 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1999382.125000 Penalty: 4838.243652
	Iteration 8Q: 3 clusters Score -1999382 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1999836.125000 Penalty: 4838.243652
	Iteration 9Q: 3 clusters Score -1999836 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2000230.750000 Penalty: 4838.243652
	Iteration 10Q: 3 clusters Score -2000231 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2000604.500000 Penalty: 4838.243652
	Iteration 11Q: 3 clusters Score -2000604 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2000959.000000 Penalty: 4838.243652
	Iteration 12Q: 3 clusters Score -2000959 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2001311.250000 Penalty: 4838.243652
	Iteration 13Q: 3 clusters Score -2001311 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2001649.125000 Penalty: 4838.243652
	Iteration 14Q: 3 clusters Score -2001649 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2002006.750000 Penalty: 4838.243652
	Iteration 15Q: 3 clusters Score -2002007 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2002327.000000 Penalty: 4838.243652
	Iteration 16Q: 3 clusters Score -2002327 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2002661.500000 Penalty: 4838.243652
	Iteration 17Q: 3 clusters Score -2002662 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2002992.625000 Penalty: 4838.243652
	Iteration 18Q: 3 clusters Score -2002993 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2003259.875000 Penalty: 4838.243652
	Iteration 19Q: 3 clusters Score -2003260 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2003444.500000 Penalty: 4838.243652
	Iteration 20F: 3 clusters Score -2003444 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2003577.750000 Penalty: 4838.243652
	Iteration 21Q: 3 clusters Score -2003578 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2003642.625000 Penalty: 4838.243652
	Iteration 22Q: 3 clusters Score -2003643 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2003672.125000 Penalty: 4838.243652
	Iteration 23Q: 3 clusters Score -2003672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2003700.375000 Penalty: 4838.243652
	Iteration 24Q: 3 clusters Score -2003700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2003720.125000 Penalty: 4838.243652
	Iteration 25Q: 3 clusters Score -2003720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2003735.000000 Penalty: 4838.243652
	Iteration 26Q: 3 clusters Score -2003735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2003738.750000 Penalty: 4838.243652
	Iteration 27Q: 3 clusters Score -2003739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2003754.000000 Penalty: 4838.243652
	Iteration 28Q: 3 clusters Score -2003754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2003762.000000 Penalty: 4838.243652
	Iteration 29Q: 3 clusters Score -2003762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2003772.125000 Penalty: 4838.243652
	Iteration 30Q: 3 clusters Score -2003772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2003784.750000 Penalty: 4838.243652
	Iteration 31Q: 3 clusters Score -2003785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2003797.250000 Penalty: 4838.243652
	Iteration 32Q: 3 clusters Score -2003797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2003796.875000 Penalty: 4838.243652
	Iteration 33Q: 3 clusters Score -2003797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2003802.500000 Penalty: 4838.243652
	Iteration 34Q: 3 clusters Score -2003802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2003807.750000 Penalty: 4838.243652
	Iteration 35Q: 3 clusters Score -2003808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2003808.375000 Penalty: 4838.243652
	Iteration 36Q: 3 clusters Score -2003808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2003808.625000 Penalty: 4838.243652
	Iteration 37Q: 3 clusters Score -2003809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2003804.875000 Penalty: 4838.243652
	Iteration 38Q: 3 clusters Score -2003805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2003807.125000 Penalty: 4838.243652
	Iteration 39Q: 3 clusters Score -2003807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2003810.375000 Penalty: 4838.243652
	Iteration 40F: 3 clusters Score -2003810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2003812.875000 Penalty: 4838.243652
	Iteration 41Q: 3 clusters Score -2003813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2003810.375000 Penalty: 4838.243652
	Iteration 42Q: 3 clusters Score -2003810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2003814.250000 Penalty: 4838.243652
	Iteration 43Q: 3 clusters Score -2003814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2003809.875000 Penalty: 4838.243652
	Iteration 44Q: 3 clusters Score -2003810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2003810.375000 Penalty: 4838.243652
	Iteration 45Q: 3 clusters Score -2003810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2003807.750000 Penalty: 4838.243652
	Iteration 46Q: 3 clusters Score -2003808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2003810.000000 Penalty: 4838.243652
	Iteration 47Q: 3 clusters Score -2003810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2003814.000000 Penalty: 4838.243652
	Iteration 48Q: 3 clusters Score -2003814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2003815.000000 Penalty: 4838.243652
	Iteration 49Q: 3 clusters Score -2003815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2003814.250000 Penalty: 4838.243652
	Iteration 50Q: 3 clusters Score -2003814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2003816.250000 Penalty: 4838.243652
	Iteration 51Q: 3 clusters Score -2003816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2003816.250000 Penalty: 4838.243652
	Iteration 52F: 3 clusters Score -2003816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -66841.421875 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -66841.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65405.226562 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -65405.23 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66041.257812 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -66041.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66279.835938 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -66279.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66401.054688 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -66401.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66483.429688 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -66483.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66576.515625 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -66576.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66697.765625 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -66697.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66802.804688 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -66802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66846.570312 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -66846.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66859.304688 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -66859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66865.210938 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -66865.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66867.453125 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -66867.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66872.242188 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -66872.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66872.242188 Penalty: 3098.068848
	Iteration 13F: 3 clusters Score -66872.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 197 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 319 members 
Entering Unmasked Estep 
Score: -133752680.000000 Penalty: 204547.843750
Splitting cluster 7 changes total score from -133754360.000000 to -133752680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -624955.437500 Penalty: 2132.312988
	Iteration 0F: 2 clusters Score -624955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -620221.125000 Penalty: 4264.625977
	Iteration 0F: 3 clusters Score -620221.1 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -621414.562500 Penalty: 4264.625977
	Iteration 1F: 3 clusters Score -621414.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -621649.812500 Penalty: 4264.625977
	Iteration 2F: 3 clusters Score -621649.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -621819.250000 Penalty: 4264.625977
	Iteration 3F: 3 clusters Score -621819.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -621945.062500 Penalty: 4264.625977
	Iteration 4Q: 3 clusters Score -621945.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -622081.375000 Penalty: 4264.625977
	Iteration 5Q: 3 clusters Score -622081.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -622169.875000 Penalty: 4264.625977
	Iteration 6Q: 3 clusters Score -622169.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -622235.625000 Penalty: 4264.625977
	Iteration 7Q: 3 clusters Score -622235.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -622303.625000 Penalty: 4264.625977
	Iteration 8Q: 3 clusters Score -622303.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -622370.937500 Penalty: 4264.625977
	Iteration 9Q: 3 clusters Score -622370.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -622453.187500 Penalty: 4264.625977
	Iteration 10Q: 3 clusters Score -622453.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -622545.687500 Penalty: 4264.625977
	Iteration 11Q: 3 clusters Score -622545.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -622628.500000 Penalty: 4264.625977
	Iteration 12Q: 3 clusters Score -622628.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -622702.250000 Penalty: 4264.625977
	Iteration 13Q: 3 clusters Score -622702.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -622784.375000 Penalty: 4264.625977
	Iteration 14Q: 3 clusters Score -622784.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -622862.875000 Penalty: 4264.625977
	Iteration 15Q: 3 clusters Score -622862.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -622954.562500 Penalty: 4264.625977
	Iteration 16Q: 3 clusters Score -622954.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -623066.437500 Penalty: 4264.625977
	Iteration 17Q: 3 clusters Score -623066.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -623174.562500 Penalty: 4264.625977
	Iteration 18Q: 3 clusters Score -623174.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -623315.687500 Penalty: 4264.625977
	Iteration 19Q: 3 clusters Score -623315.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -623457.187500 Penalty: 4264.625977
	Iteration 20F: 3 clusters Score -623457.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -623595.687500 Penalty: 4264.625977
	Iteration 21Q: 3 clusters Score -623595.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -623723.125000 Penalty: 4264.625977
	Iteration 22Q: 3 clusters Score -623723.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -623860.437500 Penalty: 4264.625977
	Iteration 23Q: 3 clusters Score -623860.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -624007.937500 Penalty: 4264.625977
	Iteration 24Q: 3 clusters Score -624007.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -624136.312500 Penalty: 4264.625977
	Iteration 25Q: 3 clusters Score -624136.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -624221.125000 Penalty: 4264.625977
	Iteration 26Q: 3 clusters Score -624221.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -624283.625000 Penalty: 4264.625977
	Iteration 27Q: 3 clusters Score -624283.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -624330.937500 Penalty: 4264.625977
	Iteration 28Q: 3 clusters Score -624330.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -624364.187500 Penalty: 4264.625977
	Iteration 29Q: 3 clusters Score -624364.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -624383.500000 Penalty: 4264.625977
	Iteration 30Q: 3 clusters Score -624383.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -624395.875000 Penalty: 4264.625977
	Iteration 31Q: 3 clusters Score -624395.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -624404.437500 Penalty: 4264.625977
	Iteration 32Q: 3 clusters Score -624404.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -624406.312500 Penalty: 4264.625977
	Iteration 33Q: 3 clusters Score -624406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -624406.625000 Penalty: 4264.625977
	Iteration 34Q: 3 clusters Score -624406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -624406.625000 Penalty: 4264.625977
	Iteration 35F: 3 clusters Score -624406.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Entering Unmasked Estep 
Score: -1588340.875000 Penalty: 2361.185303
	Iteration 0F: 2 clusters Score -1588341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1578219.000000 Penalty: 4722.370605
	Iteration 0F: 3 clusters Score -1578219 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1581362.750000 Penalty: 4722.370605
	Iteration 1F: 3 clusters Score -1581363 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1581767.000000 Penalty: 4722.370605
	Iteration 2F: 3 clusters Score -1581767 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1582108.125000 Penalty: 4722.370605
	Iteration 3F: 3 clusters Score -1582108 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1582447.500000 Penalty: 4722.370605
	Iteration 4Q: 3 clusters Score -1582448 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1582774.750000 Penalty: 4722.370605
	Iteration 5Q: 3 clusters Score -1582775 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1583113.625000 Penalty: 4722.370605
	Iteration 6Q: 3 clusters Score -1583114 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1583473.625000 Penalty: 4722.370605
	Iteration 7Q: 3 clusters Score -1583474 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1583779.750000 Penalty: 4722.370605
	Iteration 8Q: 3 clusters Score -1583780 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1584011.625000 Penalty: 4722.370605
	Iteration 9Q: 3 clusters Score -1584012 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1584225.375000 Penalty: 4722.370605
	Iteration 10Q: 3 clusters Score -1584225 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1584450.375000 Penalty: 4722.370605
	Iteration 11Q: 3 clusters Score -1584450 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1584674.000000 Penalty: 4722.370605
	Iteration 12Q: 3 clusters Score -1584674 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1584905.125000 Penalty: 4722.370605
	Iteration 13Q: 3 clusters Score -1584905 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1585141.625000 Penalty: 4722.370605
	Iteration 14Q: 3 clusters Score -1585142 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1585351.000000 Penalty: 4722.370605
	Iteration 15Q: 3 clusters Score -1585351 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1585501.875000 Penalty: 4722.370605
	Iteration 16Q: 3 clusters Score -1585502 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1585634.125000 Penalty: 4722.370605
	Iteration 17Q: 3 clusters Score -1585634 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1585709.500000 Penalty: 4722.370605
	Iteration 18Q: 3 clusters Score -1585710 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1585774.000000 Penalty: 4722.370605
	Iteration 19Q: 3 clusters Score -1585774 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1585809.500000 Penalty: 4722.370605
	Iteration 20F: 3 clusters Score -1585810 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1585834.875000 Penalty: 4722.370605
	Iteration 21Q: 3 clusters Score -1585835 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1585852.125000 Penalty: 4722.370605
	Iteration 22Q: 3 clusters Score -1585852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1585868.875000 Penalty: 4722.370605
	Iteration 23Q: 3 clusters Score -1585869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1585883.750000 Penalty: 4722.370605
	Iteration 24Q: 3 clusters Score -1585884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1585904.750000 Penalty: 4722.370605
	Iteration 25Q: 3 clusters Score -1585905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1585911.625000 Penalty: 4722.370605
	Iteration 26Q: 3 clusters Score -1585912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1585915.000000 Penalty: 4722.370605
	Iteration 27Q: 3 clusters Score -1585915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1585923.750000 Penalty: 4722.370605
	Iteration 28Q: 3 clusters Score -1585924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1585923.875000 Penalty: 4722.370605
	Iteration 29Q: 3 clusters Score -1585924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1585925.125000 Penalty: 4722.370605
	Iteration 30Q: 3 clusters Score -1585925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1585931.000000 Penalty: 4722.370605
	Iteration 31Q: 3 clusters Score -1585931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1585932.875000 Penalty: 4722.370605
	Iteration 32Q: 3 clusters Score -1585933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1585933.375000 Penalty: 4722.370605
	Iteration 33Q: 3 clusters Score -1585933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1585939.250000 Penalty: 4722.370605
	Iteration 34Q: 3 clusters Score -1585939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1585940.000000 Penalty: 4722.370605
	Iteration 35Q: 3 clusters Score -1585940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1585940.500000 Penalty: 4722.370605
	Iteration 36Q: 3 clusters Score -1585940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1585938.500000 Penalty: 4722.370605
	Iteration 37Q: 3 clusters Score -1585938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1585939.750000 Penalty: 4722.370605
	Iteration 38Q: 3 clusters Score -1585940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1585938.875000 Penalty: 4722.370605
	Iteration 39Q: 3 clusters Score -1585939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1585943.625000 Penalty: 4722.370605
	Iteration 40F: 3 clusters Score -1585944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1585946.250000 Penalty: 4722.370605
	Iteration 41Q: 3 clusters Score -1585946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1585948.375000 Penalty: 4722.370605
	Iteration 42Q: 3 clusters Score -1585948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1585948.500000 Penalty: 4722.370605
	Iteration 43Q: 3 clusters Score -1585948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1585948.500000 Penalty: 4722.370605
	Iteration 44F: 3 clusters Score -1585948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Entering Unmasked Estep 
Score: -4339477.500000 Penalty: 2609.093018
	Iteration 0F: 2 clusters Score -4339478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4314359.500000 Penalty: 5218.186035
	Iteration 0F: 3 clusters Score -4314360 nChanged 16751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4323836.000000 Penalty: 5218.186035
	Iteration 1F: 3 clusters Score -4323836 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4324507.500000 Penalty: 5218.186035
	Iteration 2Q: 3 clusters Score -4324508 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4325357.000000 Penalty: 5218.186035
	Iteration 3F: 3 clusters Score -4325357 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4326569.500000 Penalty: 5218.186035
	Iteration 4F: 3 clusters Score -4326570 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4328206.500000 Penalty: 5218.186035
	Iteration 5F: 3 clusters Score -4328206 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -4330280.500000 Penalty: 5218.186035
	Iteration 6F: 3 clusters Score -4330280 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -4332337.000000 Penalty: 5218.186035
	Iteration 7F: 3 clusters Score -4332337 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -4334021.000000 Penalty: 5218.186035
	Iteration 8F: 3 clusters Score -4334021 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4335257.000000 Penalty: 5218.186035
	Iteration 9Q: 3 clusters Score -4335257 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4336090.500000 Penalty: 5218.186035
	Iteration 10Q: 3 clusters Score -4336090 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4336579.000000 Penalty: 5218.186035
	Iteration 11Q: 3 clusters Score -4336579 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4336843.000000 Penalty: 5218.186035
	Iteration 12Q: 3 clusters Score -4336843 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4336973.500000 Penalty: 5218.186035
	Iteration 13Q: 3 clusters Score -4336974 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4337053.500000 Penalty: 5218.186035
	Iteration 14Q: 3 clusters Score -4337054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4337111.500000 Penalty: 5218.186035
	Iteration 15Q: 3 clusters Score -4337112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4337141.000000 Penalty: 5218.186035
	Iteration 16Q: 3 clusters Score -4337141 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4337174.000000 Penalty: 5218.186035
	Iteration 17Q: 3 clusters Score -4337174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4337201.000000 Penalty: 5218.186035
	Iteration 18Q: 3 clusters Score -4337201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4337225.000000 Penalty: 5218.186035
	Iteration 19Q: 3 clusters Score -4337225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4337239.000000 Penalty: 5218.186035
	Iteration 20F: 3 clusters Score -4337239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4337247.000000 Penalty: 5218.186035
	Iteration 21Q: 3 clusters Score -4337247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4337253.000000 Penalty: 5218.186035
	Iteration 22Q: 3 clusters Score -4337253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4337260.000000 Penalty: 5218.186035
	Iteration 23Q: 3 clusters Score -4337260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4337267.000000 Penalty: 5218.186035
	Iteration 24Q: 3 clusters Score -4337267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4337268.000000 Penalty: 5218.186035
	Iteration 25Q: 3 clusters Score -4337268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4337265.500000 Penalty: 5218.186035
	Iteration 26Q: 3 clusters Score -4337266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4337274.500000 Penalty: 5218.186035
	Iteration 27Q: 3 clusters Score -4337274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4337273.500000 Penalty: 5218.186035
	Iteration 28Q: 3 clusters Score -4337274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4337281.000000 Penalty: 5218.186035
	Iteration 29Q: 3 clusters Score -4337281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4337276.500000 Penalty: 5218.186035
	Iteration 30Q: 3 clusters Score -4337276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4337275.500000 Penalty: 5218.186035
	Iteration 31Q: 3 clusters Score -4337276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4337275.500000 Penalty: 5218.186035
	Iteration 32Q: 3 clusters Score -4337276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4337278.500000 Penalty: 5218.186035
	Iteration 33Q: 3 clusters Score -4337278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4337273.000000 Penalty: 5218.186035
	Iteration 34Q: 3 clusters Score -4337273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4337278.000000 Penalty: 5218.186035
	Iteration 35Q: 3 clusters Score -4337278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4337275.000000 Penalty: 5218.186035
	Iteration 36Q: 3 clusters Score -4337275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4337278.500000 Penalty: 5218.186035
	Iteration 37Q: 3 clusters Score -4337278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4337276.000000 Penalty: 5218.186035
	Iteration 38Q: 3 clusters Score -4337276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4337272.500000 Penalty: 5218.186035
	Iteration 39Q: 3 clusters Score -4337272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4337279.500000 Penalty: 5218.186035
	Iteration 40F: 3 clusters Score -4337280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4337277.000000 Penalty: 5218.186035
	Iteration 41Q: 3 clusters Score -4337277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4337277.000000 Penalty: 5218.186035
	Iteration 42F: 3 clusters Score -4337277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Entering Unmasked Estep 
Score: -1339363.750000 Penalty: 2319.750977
	Iteration 0F: 2 clusters Score -1339364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1330745.750000 Penalty: 4639.501953
	Iteration 0F: 3 clusters Score -1330746 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1333295.375000 Penalty: 4639.501953
	Iteration 1F: 3 clusters Score -1333295 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1333638.625000 Penalty: 4639.501953
	Iteration 2F: 3 clusters Score -1333639 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1333890.250000 Penalty: 4639.501953
	Iteration 3F: 3 clusters Score -1333890 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1334103.625000 Penalty: 4639.501953
	Iteration 4Q: 3 clusters Score -1334104 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1334306.250000 Penalty: 4639.501953
	Iteration 5Q: 3 clusters Score -1334306 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1334552.000000 Penalty: 4639.501953
	Iteration 6Q: 3 clusters Score -1334552 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1334815.250000 Penalty: 4639.501953
	Iteration 7Q: 3 clusters Score -1334815 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1335166.875000 Penalty: 4639.501953
	Iteration 8Q: 3 clusters Score -1335167 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1335563.250000 Penalty: 4639.501953
	Iteration 9Q: 3 clusters Score -1335563 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1335966.625000 Penalty: 4639.501953
	Iteration 10F: 3 clusters Score -1335967 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1336339.500000 Penalty: 4639.501953
	Iteration 11Q: 3 clusters Score -1336340 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1336593.750000 Penalty: 4639.501953
	Iteration 12Q: 3 clusters Score -1336594 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1336733.125000 Penalty: 4639.501953
	Iteration 13Q: 3 clusters Score -1336733 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1336811.125000 Penalty: 4639.501953
	Iteration 14Q: 3 clusters Score -1336811 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1336854.125000 Penalty: 4639.501953
	Iteration 15Q: 3 clusters Score -1336854 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1336876.500000 Penalty: 4639.501953
	Iteration 16Q: 3 clusters Score -1336876 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1336905.875000 Penalty: 4639.501953
	Iteration 17Q: 3 clusters Score -1336906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1336922.875000 Penalty: 4639.501953
	Iteration 18Q: 3 clusters Score -1336923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1336934.125000 Penalty: 4639.501953
	Iteration 19Q: 3 clusters Score -1336934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1336939.000000 Penalty: 4639.501953
	Iteration 20F: 3 clusters Score -1336939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1336947.750000 Penalty: 4639.501953
	Iteration 21Q: 3 clusters Score -1336948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1336949.625000 Penalty: 4639.501953
	Iteration 22Q: 3 clusters Score -1336950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1336957.625000 Penalty: 4639.501953
	Iteration 23Q: 3 clusters Score -1336958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1336956.500000 Penalty: 4639.501953
	Iteration 24Q: 3 clusters Score -1336956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1336964.500000 Penalty: 4639.501953
	Iteration 25Q: 3 clusters Score -1336964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1336968.375000 Penalty: 4639.501953
	Iteration 26Q: 3 clusters Score -1336968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1336967.000000 Penalty: 4639.501953
	Iteration 27Q: 3 clusters Score -1336967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1336967.750000 Penalty: 4639.501953
	Iteration 28Q: 3 clusters Score -1336968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1336974.500000 Penalty: 4639.501953
	Iteration 29Q: 3 clusters Score -1336974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1336978.500000 Penalty: 4639.501953
	Iteration 30Q: 3 clusters Score -1336978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1336979.875000 Penalty: 4639.501953
	Iteration 31Q: 3 clusters Score -1336980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1336978.875000 Penalty: 4639.501953
	Iteration 32Q: 3 clusters Score -1336979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1336981.250000 Penalty: 4639.501953
	Iteration 33Q: 3 clusters Score -1336981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1336983.375000 Penalty: 4639.501953
	Iteration 34Q: 3 clusters Score -1336983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1336984.000000 Penalty: 4639.501953
	Iteration 35Q: 3 clusters Score -1336984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1336986.625000 Penalty: 4639.501953
	Iteration 36Q: 3 clusters Score -1336987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1336984.625000 Penalty: 4639.501953
	Iteration 37Q: 3 clusters Score -1336985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1336981.500000 Penalty: 4639.501953
	Iteration 38Q: 3 clusters Score -1336982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1336980.750000 Penalty: 4639.501953
	Iteration 39Q: 3 clusters Score -1336981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1336985.250000 Penalty: 4639.501953
	Iteration 40F: 3 clusters Score -1336985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1336986.875000 Penalty: 4639.501953
	Iteration 41Q: 3 clusters Score -1336987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1336989.000000 Penalty: 4639.501953
	Iteration 42Q: 3 clusters Score -1336989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1336990.375000 Penalty: 4639.501953
	Iteration 43Q: 3 clusters Score -1336990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1336989.500000 Penalty: 4639.501953
	Iteration 44Q: 3 clusters Score -1336990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1336989.750000 Penalty: 4639.501953
	Iteration 45Q: 3 clusters Score -1336990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1336993.125000 Penalty: 4639.501953
	Iteration 46Q: 3 clusters Score -1336993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1336995.250000 Penalty: 4639.501953
	Iteration 47Q: 3 clusters Score -1336995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1336997.000000 Penalty: 4639.501953
	Iteration 48Q: 3 clusters Score -1336997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1336999.250000 Penalty: 4639.501953
	Iteration 49Q: 3 clusters Score -1336999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1336996.875000 Penalty: 4639.501953
	Iteration 50Q: 3 clusters Score -1336997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1336999.000000 Penalty: 4639.501953
	Iteration 51Q: 3 clusters Score -1336999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1337000.875000 Penalty: 4639.501953
	Iteration 52Q: 3 clusters Score -1337001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1337001.750000 Penalty: 4639.501953
	Iteration 53Q: 3 clusters Score -1337002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1336997.500000 Penalty: 4639.501953
	Iteration 54Q: 3 clusters Score -1336998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1336995.250000 Penalty: 4639.501953
	Iteration 55Q: 3 clusters Score -1336995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1336995.250000 Penalty: 4639.501953
	Iteration 56F: 3 clusters Score -1336995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Entering Unmasked Estep 
Score: -1623046.125000 Penalty: 2366.010010
	Iteration 0F: 2 clusters Score -1623046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1612866.750000 Penalty: 4732.020020
	Iteration 0F: 3 clusters Score -1612867 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1615936.375000 Penalty: 4732.020020
	Iteration 1F: 3 clusters Score -1615936 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1616249.250000 Penalty: 4732.020020
	Iteration 2F: 3 clusters Score -1616249 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1616512.750000 Penalty: 4732.020020
	Iteration 3Q: 3 clusters Score -1616513 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1616719.875000 Penalty: 4732.020020
	Iteration 4Q: 3 clusters Score -1616720 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1616894.125000 Penalty: 4732.020020
	Iteration 5Q: 3 clusters Score -1616894 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1617078.750000 Penalty: 4732.020020
	Iteration 6Q: 3 clusters Score -1617079 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1617327.125000 Penalty: 4732.020020
	Iteration 7Q: 3 clusters Score -1617327 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1617654.500000 Penalty: 4732.020020
	Iteration 8Q: 3 clusters Score -1617654 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1618071.500000 Penalty: 4732.020020
	Iteration 9Q: 3 clusters Score -1618072 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1618594.125000 Penalty: 4732.020020
	Iteration 10F: 3 clusters Score -1618594 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1619136.125000 Penalty: 4732.020020
	Iteration 11F: 3 clusters Score -1619136 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1619623.000000 Penalty: 4732.020020
	Iteration 12Q: 3 clusters Score -1619623 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1619985.000000 Penalty: 4732.020020
	Iteration 13Q: 3 clusters Score -1619985 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1620251.250000 Penalty: 4732.020020
	Iteration 14Q: 3 clusters Score -1620251 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1620513.875000 Penalty: 4732.020020
	Iteration 15Q: 3 clusters Score -1620514 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1620763.125000 Penalty: 4732.020020
	Iteration 16Q: 3 clusters Score -1620763 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1620974.750000 Penalty: 4732.020020
	Iteration 17Q: 3 clusters Score -1620975 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1621146.500000 Penalty: 4732.020020
	Iteration 18Q: 3 clusters Score -1621146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1621296.875000 Penalty: 4732.020020
	Iteration 19Q: 3 clusters Score -1621297 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1621439.000000 Penalty: 4732.020020
	Iteration 20F: 3 clusters Score -1621439 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1621527.625000 Penalty: 4732.020020
	Iteration 21Q: 3 clusters Score -1621528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1621583.375000 Penalty: 4732.020020
	Iteration 22Q: 3 clusters Score -1621583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1621603.000000 Penalty: 4732.020020
	Iteration 23Q: 3 clusters Score -1621603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1621623.250000 Penalty: 4732.020020
	Iteration 24Q: 3 clusters Score -1621623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1621633.000000 Penalty: 4732.020020
	Iteration 25Q: 3 clusters Score -1621633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1621643.125000 Penalty: 4732.020020
	Iteration 26Q: 3 clusters Score -1621643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1621651.500000 Penalty: 4732.020020
	Iteration 27Q: 3 clusters Score -1621652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1621657.375000 Penalty: 4732.020020
	Iteration 28Q: 3 clusters Score -1621657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1621659.000000 Penalty: 4732.020020
	Iteration 29Q: 3 clusters Score -1621659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1621664.250000 Penalty: 4732.020020
	Iteration 30Q: 3 clusters Score -1621664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1621670.125000 Penalty: 4732.020020
	Iteration 31Q: 3 clusters Score -1621670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1621667.000000 Penalty: 4732.020020
	Iteration 32Q: 3 clusters Score -1621667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1621669.750000 Penalty: 4732.020020
	Iteration 33Q: 3 clusters Score -1621670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1621672.875000 Penalty: 4732.020020
	Iteration 34Q: 3 clusters Score -1621673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1621674.375000 Penalty: 4732.020020
	Iteration 35Q: 3 clusters Score -1621674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1621675.000000 Penalty: 4732.020020
	Iteration 36Q: 3 clusters Score -1621675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1621672.500000 Penalty: 4732.020020
	Iteration 37Q: 3 clusters Score -1621672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1621674.375000 Penalty: 4732.020020
	Iteration 38Q: 3 clusters Score -1621674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1621674.625000 Penalty: 4732.020020
	Iteration 39Q: 3 clusters Score -1621675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1621678.250000 Penalty: 4732.020020
	Iteration 40F: 3 clusters Score -1621678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1621676.875000 Penalty: 4732.020020
	Iteration 41Q: 3 clusters Score -1621677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1621682.500000 Penalty: 4732.020020
	Iteration 42Q: 3 clusters Score -1621682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1621691.125000 Penalty: 4732.020020
	Iteration 43Q: 3 clusters Score -1621691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1621689.750000 Penalty: 4732.020020
	Iteration 44Q: 3 clusters Score -1621690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1621695.000000 Penalty: 4732.020020
	Iteration 45Q: 3 clusters Score -1621695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1621700.125000 Penalty: 4732.020020
	Iteration 46Q: 3 clusters Score -1621700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1621701.375000 Penalty: 4732.020020
	Iteration 47Q: 3 clusters Score -1621701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1621699.625000 Penalty: 4732.020020
	Iteration 48Q: 3 clusters Score -1621700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1621702.500000 Penalty: 4732.020020
	Iteration 49Q: 3 clusters Score -1621702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1621702.750000 Penalty: 4732.020020
	Iteration 50Q: 3 clusters Score -1621703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1621702.750000 Penalty: 4732.020020
	Iteration 51F: 3 clusters Score -1621703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170248 members 
Entering Unmasked Estep 
Score: -20113414.000000 Penalty: 2987.162842
	Iteration 0F: 2 clusters Score -2.011341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85200 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -20000116.000000 Penalty: 5974.325684
	Iteration 0F: 3 clusters Score -2.000012e+07 nChanged 81931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84721 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -20047668.000000 Penalty: 5974.325684
	Iteration 1F: 3 clusters Score -2.004767e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -20048740.000000 Penalty: 5974.325684
	Iteration 2Q: 3 clusters Score -2.004874e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -20049956.000000 Penalty: 5974.325684
	Iteration 3Q: 3 clusters Score -2.004996e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -20051058.000000 Penalty: 5974.325684
	Iteration 4Q: 3 clusters Score -2.005106e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 84896 members 
Entering Unmasked Estep 
Score: -20052574.000000 Penalty: 5974.325684
	Iteration 5Q: 3 clusters Score -2.005257e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -20054080.000000 Penalty: 5974.325684
	Iteration 6Q: 3 clusters Score -2.005408e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -20055974.000000 Penalty: 5974.325684
	Iteration 7Q: 3 clusters Score -2.005597e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 81927 members 
Entering Unmasked Estep 
Score: -20058232.000000 Penalty: 5974.325684
	Iteration 8Q: 3 clusters Score -2.005823e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -20061498.000000 Penalty: 5974.325684
	Iteration 9Q: 3 clusters Score -2.00615e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -20066808.000000 Penalty: 5974.325684
	Iteration 10F: 3 clusters Score -2.006681e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99510 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -20074108.000000 Penalty: 5974.325684
	Iteration 11F: 3 clusters Score -2.007411e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104086 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -20081990.000000 Penalty: 5974.325684
	Iteration 12F: 3 clusters Score -2.008199e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -20088242.000000 Penalty: 5974.325684
	Iteration 13F: 3 clusters Score -2.008824e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -20091456.000000 Penalty: 5974.325684
	Iteration 14Q: 3 clusters Score -2.009146e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111135 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -20093002.000000 Penalty: 5974.325684
	Iteration 15Q: 3 clusters Score -2.0093e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112460 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -20093854.000000 Penalty: 5974.325684
	Iteration 16Q: 3 clusters Score -2.009385e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -20094342.000000 Penalty: 5974.325684
	Iteration 17Q: 3 clusters Score -2.009434e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114532 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -20094820.000000 Penalty: 5974.325684
	Iteration 18Q: 3 clusters Score -2.009482e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115437 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -20095158.000000 Penalty: 5974.325684
	Iteration 19Q: 3 clusters Score -2.009516e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116289 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -20095428.000000 Penalty: 5974.325684
	Iteration 20F: 3 clusters Score -2.009543e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117127 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -20095672.000000 Penalty: 5974.325684
	Iteration 21Q: 3 clusters Score -2.009567e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -20095892.000000 Penalty: 5974.325684
	Iteration 22Q: 3 clusters Score -2.009589e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118713 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -20096132.000000 Penalty: 5974.325684
	Iteration 23Q: 3 clusters Score -2.009613e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119508 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -20096304.000000 Penalty: 5974.325684
	Iteration 24Q: 3 clusters Score -2.00963e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -20096396.000000 Penalty: 5974.325684
	Iteration 25Q: 3 clusters Score -2.00964e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121076 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -20096512.000000 Penalty: 5974.325684
	Iteration 26Q: 3 clusters Score -2.009651e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121829 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -20096696.000000 Penalty: 5974.325684
	Iteration 27Q: 3 clusters Score -2.00967e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122588 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -20096882.000000 Penalty: 5974.325684
	Iteration 28Q: 3 clusters Score -2.009688e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123317 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -20096952.000000 Penalty: 5974.325684
	Iteration 29Q: 3 clusters Score -2.009695e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124046 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -20096936.000000 Penalty: 5974.325684
	Iteration 30Q: 3 clusters Score -2.009694e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124798 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -20097034.000000 Penalty: 5974.325684
	Iteration 31Q: 3 clusters Score -2.009703e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125615 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -20097112.000000 Penalty: 5974.325684
	Iteration 32Q: 3 clusters Score -2.009711e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126423 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -20097112.000000 Penalty: 5974.325684
	Iteration 33Q: 3 clusters Score -2.009711e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127282 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -20097282.000000 Penalty: 5974.325684
	Iteration 34Q: 3 clusters Score -2.009728e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128173 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -20097428.000000 Penalty: 5974.325684
	Iteration 35Q: 3 clusters Score -2.009743e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -20097458.000000 Penalty: 5974.325684
	Iteration 36Q: 3 clusters Score -2.009746e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130139 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -20097594.000000 Penalty: 5974.325684
	Iteration 37Q: 3 clusters Score -2.009759e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131232 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -20097684.000000 Penalty: 5974.325684
	Iteration 38Q: 3 clusters Score -2.009768e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132426 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -20097844.000000 Penalty: 5974.325684
	Iteration 39Q: 3 clusters Score -2.009784e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133689 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -20098116.000000 Penalty: 5974.325684
	Iteration 40F: 3 clusters Score -2.009812e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135060 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -20098334.000000 Penalty: 5974.325684
	Iteration 41Q: 3 clusters Score -2.009833e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136505 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -20098596.000000 Penalty: 5974.325684
	Iteration 42Q: 3 clusters Score -2.00986e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138005 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -20098952.000000 Penalty: 5974.325684
	Iteration 43Q: 3 clusters Score -2.009895e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139565 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -20099292.000000 Penalty: 5974.325684
	Iteration 44Q: 3 clusters Score -2.009929e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141268 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -20099718.000000 Penalty: 5974.325684
	Iteration 45Q: 3 clusters Score -2.009972e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143073 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -20100212.000000 Penalty: 5974.325684
	Iteration 46Q: 3 clusters Score -2.010021e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144967 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -20100760.000000 Penalty: 5974.325684
	Iteration 47Q: 3 clusters Score -2.010076e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146983 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -20101432.000000 Penalty: 5974.325684
	Iteration 48Q: 3 clusters Score -2.010143e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149104 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -20102192.000000 Penalty: 5974.325684
	Iteration 49Q: 3 clusters Score -2.010219e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151340 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -20103060.000000 Penalty: 5974.325684
	Iteration 50Q: 3 clusters Score -2.010306e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -20104060.000000 Penalty: 5974.325684
	Iteration 51Q: 3 clusters Score -2.010406e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155786 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -20105128.000000 Penalty: 5974.325684
	Iteration 52Q: 3 clusters Score -2.010513e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157839 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -20106136.000000 Penalty: 5974.325684
	Iteration 53Q: 3 clusters Score -2.010614e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159763 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -20107338.000000 Penalty: 5974.325684
	Iteration 54Q: 3 clusters Score -2.010734e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161427 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -20108188.000000 Penalty: 5974.325684
	Iteration 55Q: 3 clusters Score -2.010819e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162792 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -20108972.000000 Penalty: 5974.325684
	Iteration 56Q: 3 clusters Score -2.010897e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -20109588.000000 Penalty: 5974.325684
	Iteration 57Q: 3 clusters Score -2.010959e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -20109900.000000 Penalty: 5974.325684
	Iteration 58Q: 3 clusters Score -2.01099e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -20110222.000000 Penalty: 5974.325684
	Iteration 59Q: 3 clusters Score -2.011022e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166001 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -20110488.000000 Penalty: 5974.325684
	Iteration 60F: 3 clusters Score -2.011049e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166472 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -20110706.000000 Penalty: 5974.325684
	Iteration 61Q: 3 clusters Score -2.011071e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166817 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -20110920.000000 Penalty: 5974.325684
	Iteration 62Q: 3 clusters Score -2.011092e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167083 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -20111070.000000 Penalty: 5974.325684
	Iteration 63Q: 3 clusters Score -2.011107e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167292 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -20111176.000000 Penalty: 5974.325684
	Iteration 64Q: 3 clusters Score -2.011118e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167475 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -20111250.000000 Penalty: 5974.325684
	Iteration 65Q: 3 clusters Score -2.011125e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167600 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -20111238.000000 Penalty: 5974.325684
	Iteration 66Q: 3 clusters Score -2.011124e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -20111290.000000 Penalty: 5974.325684
	Iteration 67Q: 3 clusters Score -2.011129e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167763 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -20111326.000000 Penalty: 5974.325684
	Iteration 68Q: 3 clusters Score -2.011133e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167816 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -20111328.000000 Penalty: 5974.325684
	Iteration 69Q: 3 clusters Score -2.011133e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167859 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -20111318.000000 Penalty: 5974.325684
	Iteration 70Q: 3 clusters Score -2.011132e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167901 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -20111350.000000 Penalty: 5974.325684
	Iteration 71Q: 3 clusters Score -2.011135e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -20111322.000000 Penalty: 5974.325684
	Iteration 72Q: 3 clusters Score -2.011132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -20111354.000000 Penalty: 5974.325684
	Iteration 73Q: 3 clusters Score -2.011135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -20111328.000000 Penalty: 5974.325684
	Iteration 74Q: 3 clusters Score -2.011133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168006 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20111308.000000 Penalty: 5974.325684
	Iteration 75Q: 3 clusters Score -2.011131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168027 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -20111314.000000 Penalty: 5974.325684
	Iteration 76Q: 3 clusters Score -2.011131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -20111324.000000 Penalty: 5974.325684
	Iteration 77Q: 3 clusters Score -2.011132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -20111342.000000 Penalty: 5974.325684
	Iteration 78Q: 3 clusters Score -2.011134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168074 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -20111356.000000 Penalty: 5974.325684
	Iteration 79Q: 3 clusters Score -2.011136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168082 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20111372.000000 Penalty: 5974.325684
	Iteration 80F: 3 clusters Score -2.011137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -20111376.000000 Penalty: 5974.325684
	Iteration 81Q: 3 clusters Score -2.011138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168092 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20111384.000000 Penalty: 5974.325684
	Iteration 82Q: 3 clusters Score -2.011138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168097 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -20111380.000000 Penalty: 5974.325684
	Iteration 83Q: 3 clusters Score -2.011138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168102 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -20111390.000000 Penalty: 5974.325684
	Iteration 84Q: 3 clusters Score -2.011139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168109 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -20111382.000000 Penalty: 5974.325684
	Iteration 85Q: 3 clusters Score -2.011138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168115 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -20111394.000000 Penalty: 5974.325684
	Iteration 86Q: 3 clusters Score -2.011139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -20111406.000000 Penalty: 5974.325684
	Iteration 87Q: 3 clusters Score -2.011141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168130 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -20111386.000000 Penalty: 5974.325684
	Iteration 88Q: 3 clusters Score -2.011139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168138 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -20111388.000000 Penalty: 5974.325684
	Iteration 89Q: 3 clusters Score -2.011139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168146 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20111396.000000 Penalty: 5974.325684
	Iteration 90Q: 3 clusters Score -2.01114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168152 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20111402.000000 Penalty: 5974.325684
	Iteration 91Q: 3 clusters Score -2.01114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168164 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -20111404.000000 Penalty: 5974.325684
	Iteration 92Q: 3 clusters Score -2.01114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168187 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -20111414.000000 Penalty: 5974.325684
	Iteration 93Q: 3 clusters Score -2.011141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168206 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -20111412.000000 Penalty: 5974.325684
	Iteration 94Q: 3 clusters Score -2.011141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168222 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -20111418.000000 Penalty: 5974.325684
	Iteration 95Q: 3 clusters Score -2.011142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168240 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -20111438.000000 Penalty: 5974.325684
	Iteration 96Q: 3 clusters Score -2.011144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168254 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -20111432.000000 Penalty: 5974.325684
	Iteration 97Q: 3 clusters Score -2.011143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168265 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -20111436.000000 Penalty: 5974.325684
	Iteration 98Q: 3 clusters Score -2.011144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168276 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -20111426.000000 Penalty: 5974.325684
	Iteration 99Q: 3 clusters Score -2.011143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168288 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -20111418.000000 Penalty: 5974.325684
	Iteration 100F: 3 clusters Score -2.011142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168296 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -20111442.000000 Penalty: 5974.325684
	Iteration 101Q: 3 clusters Score -2.011144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168303 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -20111438.000000 Penalty: 5974.325684
	Iteration 102Q: 3 clusters Score -2.011144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168307 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -20111448.000000 Penalty: 5974.325684
	Iteration 103Q: 3 clusters Score -2.011145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168311 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -20111444.000000 Penalty: 5974.325684
	Iteration 104Q: 3 clusters Score -2.011144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168311 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -20111448.000000 Penalty: 5974.325684
	Iteration 105Q: 3 clusters Score -2.011145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168312 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -20111438.000000 Penalty: 5974.325684
	Iteration 106Q: 3 clusters Score -2.011144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168316 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -20111434.000000 Penalty: 5974.325684
	Iteration 107Q: 3 clusters Score -2.011143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168319 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -20111424.000000 Penalty: 5974.325684
	Iteration 108Q: 3 clusters Score -2.011142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168324 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -20111440.000000 Penalty: 5974.325684
	Iteration 109Q: 3 clusters Score -2.011144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168326 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -20111450.000000 Penalty: 5974.325684
	Iteration 110Q: 3 clusters Score -2.011145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168329 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -20111458.000000 Penalty: 5974.325684
	Iteration 111Q: 3 clusters Score -2.011146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -20111470.000000 Penalty: 5974.325684
	Iteration 112Q: 3 clusters Score -2.011147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -20111470.000000 Penalty: 5974.325684
	Iteration 113F: 3 clusters Score -2.011147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Entering Unmasked Estep 
Score: -7132845.000000 Penalty: 2725.007324
	Iteration 0F: 2 clusters Score -7132845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -7093110.000000 Penalty: 5450.014648
	Iteration 0F: 3 clusters Score -7093110 nChanged 27600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -7108616.000000 Penalty: 5450.014648
	Iteration 1F: 3 clusters Score -7108616 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -7109245.000000 Penalty: 5450.014648
	Iteration 2Q: 3 clusters Score -7109245 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -7109983.000000 Penalty: 5450.014648
	Iteration 3Q: 3 clusters Score -7109983 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -7110979.000000 Penalty: 5450.014648
	Iteration 4Q: 3 clusters Score -7110979 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -7112582.500000 Penalty: 5450.014648
	Iteration 5F: 3 clusters Score -7112582 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -7115036.000000 Penalty: 5450.014648
	Iteration 6F: 3 clusters Score -7115036 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -7118326.000000 Penalty: 5450.014648
	Iteration 7F: 3 clusters Score -7118326 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -7122145.500000 Penalty: 5450.014648
	Iteration 8F: 3 clusters Score -7122146 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -7125888.500000 Penalty: 5450.014648
	Iteration 9F: 3 clusters Score -7125888 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -7128907.500000 Penalty: 5450.014648
	Iteration 10Q: 3 clusters Score -7128908 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -7130429.500000 Penalty: 5450.014648
	Iteration 11Q: 3 clusters Score -7130430 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -7130954.000000 Penalty: 5450.014648
	Iteration 12Q: 3 clusters Score -7130954 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -7131112.000000 Penalty: 5450.014648
	Iteration 13Q: 3 clusters Score -7131112 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -7131183.000000 Penalty: 5450.014648
	Iteration 14Q: 3 clusters Score -7131183 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -7131227.500000 Penalty: 5450.014648
	Iteration 15Q: 3 clusters Score -7131228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -7131242.000000 Penalty: 5450.014648
	Iteration 16Q: 3 clusters Score -7131242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -7131252.000000 Penalty: 5450.014648
	Iteration 17Q: 3 clusters Score -7131252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -7131265.500000 Penalty: 5450.014648
	Iteration 18Q: 3 clusters Score -7131266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -7131276.000000 Penalty: 5450.014648
	Iteration 19Q: 3 clusters Score -7131276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -7131271.000000 Penalty: 5450.014648
	Iteration 20F: 3 clusters Score -7131271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -7131275.500000 Penalty: 5450.014648
	Iteration 21Q: 3 clusters Score -7131276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -7131262.000000 Penalty: 5450.014648
	Iteration 22Q: 3 clusters Score -7131262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -7131278.000000 Penalty: 5450.014648
	Iteration 23Q: 3 clusters Score -7131278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -7131271.500000 Penalty: 5450.014648
	Iteration 24Q: 3 clusters Score -7131272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -7131269.500000 Penalty: 5450.014648
	Iteration 25Q: 3 clusters Score -7131270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -7131281.000000 Penalty: 5450.014648
	Iteration 26Q: 3 clusters Score -7131281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -7131285.000000 Penalty: 5450.014648
	Iteration 27Q: 3 clusters Score -7131285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -7131289.000000 Penalty: 5450.014648
	Iteration 28Q: 3 clusters Score -7131289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -7131286.000000 Penalty: 5450.014648
	Iteration 29Q: 3 clusters Score -7131286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -7131280.500000 Penalty: 5450.014648
	Iteration 30Q: 3 clusters Score -7131280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -7131280.000000 Penalty: 5450.014648
	Iteration 31Q: 3 clusters Score -7131280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -7131286.000000 Penalty: 5450.014648
	Iteration 32Q: 3 clusters Score -7131286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -7131286.000000 Penalty: 5450.014648
	Iteration 33F: 3 clusters Score -7131286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -620874.312500 Penalty: 2079.374756
	Iteration 0F: 2 clusters Score -620874.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -616782.625000 Penalty: 4158.749512
	Iteration 0F: 3 clusters Score -616782.6 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -618480.187500 Penalty: 4158.749512
	Iteration 1F: 3 clusters Score -618480.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -619080.000000 Penalty: 4158.749512
	Iteration 2F: 3 clusters Score -619080 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -619412.062500 Penalty: 4158.749512
	Iteration 3F: 3 clusters Score -619412.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -619688.000000 Penalty: 4158.749512
	Iteration 4F: 3 clusters Score -619688 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -619915.187500 Penalty: 4158.749512
	Iteration 5Q: 3 clusters Score -619915.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -620059.062500 Penalty: 4158.749512
	Iteration 6Q: 3 clusters Score -620059.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -620152.125000 Penalty: 4158.749512
	Iteration 7Q: 3 clusters Score -620152.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -620218.687500 Penalty: 4158.749512
	Iteration 8Q: 3 clusters Score -620218.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -620262.312500 Penalty: 4158.749512
	Iteration 9Q: 3 clusters Score -620262.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -620306.062500 Penalty: 4158.749512
	Iteration 10Q: 3 clusters Score -620306.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -620357.375000 Penalty: 4158.749512
	Iteration 11Q: 3 clusters Score -620357.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -620416.125000 Penalty: 4158.749512
	Iteration 12Q: 3 clusters Score -620416.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -620475.000000 Penalty: 4158.749512
	Iteration 13Q: 3 clusters Score -620475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -620527.312500 Penalty: 4158.749512
	Iteration 14Q: 3 clusters Score -620527.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -620596.625000 Penalty: 4158.749512
	Iteration 15Q: 3 clusters Score -620596.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -620657.187500 Penalty: 4158.749512
	Iteration 16Q: 3 clusters Score -620657.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -620722.187500 Penalty: 4158.749512
	Iteration 17Q: 3 clusters Score -620722.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -620791.687500 Penalty: 4158.749512
	Iteration 18Q: 3 clusters Score -620791.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -620862.250000 Penalty: 4158.749512
	Iteration 19Q: 3 clusters Score -620862.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -620919.750000 Penalty: 4158.749512
	Iteration 20F: 3 clusters Score -620919.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -620985.437500 Penalty: 4158.749512
	Iteration 21Q: 3 clusters Score -620985.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -621037.437500 Penalty: 4158.749512
	Iteration 22Q: 3 clusters Score -621037.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -621071.812500 Penalty: 4158.749512
	Iteration 23Q: 3 clusters Score -621071.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -621117.562500 Penalty: 4158.749512
	Iteration 24Q: 3 clusters Score -621117.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -621152.625000 Penalty: 4158.749512
	Iteration 25Q: 3 clusters Score -621152.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -621196.937500 Penalty: 4158.749512
	Iteration 26Q: 3 clusters Score -621196.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -621255.375000 Penalty: 4158.749512
	Iteration 27Q: 3 clusters Score -621255.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -621286.125000 Penalty: 4158.749512
	Iteration 28Q: 3 clusters Score -621286.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -621304.500000 Penalty: 4158.749512
	Iteration 29Q: 3 clusters Score -621304.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -621316.812500 Penalty: 4158.749512
	Iteration 30Q: 3 clusters Score -621316.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -621326.312500 Penalty: 4158.749512
	Iteration 31Q: 3 clusters Score -621326.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -621335.875000 Penalty: 4158.749512
	Iteration 32Q: 3 clusters Score -621335.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -621343.750000 Penalty: 4158.749512
	Iteration 33Q: 3 clusters Score -621343.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -621348.687500 Penalty: 4158.749512
	Iteration 34Q: 3 clusters Score -621348.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -621353.125000 Penalty: 4158.749512
	Iteration 35Q: 3 clusters Score -621353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -621356.937500 Penalty: 4158.749512
	Iteration 36Q: 3 clusters Score -621356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -621358.250000 Penalty: 4158.749512
	Iteration 37Q: 3 clusters Score -621358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -621361.312500 Penalty: 4158.749512
	Iteration 38Q: 3 clusters Score -621361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -621360.812500 Penalty: 4158.749512
	Iteration 39Q: 3 clusters Score -621360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -621384.062500 Penalty: 4158.749512
	Iteration 40F: 3 clusters Score -621384.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -621456.375000 Penalty: 4158.749512
	Iteration 41Q: 3 clusters Score -621456.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -621526.375000 Penalty: 4158.749512
	Iteration 42Q: 3 clusters Score -621526.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -621560.812500 Penalty: 4158.749512
	Iteration 43Q: 3 clusters Score -621560.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -621604.062500 Penalty: 4158.749512
	Iteration 44Q: 3 clusters Score -621604.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -621659.000000 Penalty: 4158.749512
	Iteration 45Q: 3 clusters Score -621659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -621733.937500 Penalty: 4158.749512
	Iteration 46Q: 3 clusters Score -621733.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -621787.437500 Penalty: 4158.749512
	Iteration 47Q: 3 clusters Score -621787.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -621880.937500 Penalty: 4158.749512
	Iteration 48Q: 3 clusters Score -621880.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -621916.500000 Penalty: 4158.749512
	Iteration 49Q: 3 clusters Score -621916.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -621935.312500 Penalty: 4158.749512
	Iteration 50Q: 3 clusters Score -621935.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -621956.000000 Penalty: 4158.749512
	Iteration 51Q: 3 clusters Score -621956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -621968.000000 Penalty: 4158.749512
	Iteration 52Q: 3 clusters Score -621968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -621976.250000 Penalty: 4158.749512
	Iteration 53Q: 3 clusters Score -621976.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -621983.437500 Penalty: 4158.749512
	Iteration 54Q: 3 clusters Score -621983.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -621991.125000 Penalty: 4158.749512
	Iteration 55Q: 3 clusters Score -621991.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -622001.625000 Penalty: 4158.749512
	Iteration 56Q: 3 clusters Score -622001.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -622006.312500 Penalty: 4158.749512
	Iteration 57Q: 3 clusters Score -622006.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -622010.187500 Penalty: 4158.749512
	Iteration 58Q: 3 clusters Score -622010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -622011.875000 Penalty: 4158.749512
	Iteration 59Q: 3 clusters Score -622011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -622014.375000 Penalty: 4158.749512
	Iteration 60F: 3 clusters Score -622014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -622018.125000 Penalty: 4158.749512
	Iteration 61Q: 3 clusters Score -622018.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -622023.312500 Penalty: 4158.749512
	Iteration 62Q: 3 clusters Score -622023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -622025.312500 Penalty: 4158.749512
	Iteration 63Q: 3 clusters Score -622025.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -622028.437500 Penalty: 4158.749512
	Iteration 64Q: 3 clusters Score -622028.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -622029.375000 Penalty: 4158.749512
	Iteration 65Q: 3 clusters Score -622029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -622030.187500 Penalty: 4158.749512
	Iteration 66Q: 3 clusters Score -622030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -622030.125000 Penalty: 4158.749512
	Iteration 67Q: 3 clusters Score -622030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -622032.062500 Penalty: 4158.749512
	Iteration 68Q: 3 clusters Score -622032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -622037.125000 Penalty: 4158.749512
	Iteration 69Q: 3 clusters Score -622037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -622037.437500 Penalty: 4158.749512
	Iteration 70Q: 3 clusters Score -622037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -622039.250000 Penalty: 4158.749512
	Iteration 71Q: 3 clusters Score -622039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -622042.312500 Penalty: 4158.749512
	Iteration 72Q: 3 clusters Score -622042.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -622050.187500 Penalty: 4158.749512
	Iteration 73Q: 3 clusters Score -622050.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -622058.250000 Penalty: 4158.749512
	Iteration 74Q: 3 clusters Score -622058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -622061.875000 Penalty: 4158.749512
	Iteration 75Q: 3 clusters Score -622061.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -622066.437500 Penalty: 4158.749512
	Iteration 76Q: 3 clusters Score -622066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -622068.000000 Penalty: 4158.749512
	Iteration 77Q: 3 clusters Score -622068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -622068.250000 Penalty: 4158.749512
	Iteration 78Q: 3 clusters Score -622068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -622068.375000 Penalty: 4158.749512
	Iteration 79Q: 3 clusters Score -622068.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -622068.375000 Penalty: 4158.749512
	Iteration 80F: 3 clusters Score -622068.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3053 members 
Entering Unmasked Estep 
Score: -133754424.000000 Penalty: 204547.843750
Splitting cluster 15 changes total score from -133754360.000000 to -133754424.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 16 (11805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Entering Unmasked Estep 
Score: -1367851.125000 Penalty: 2325.317139
	Iteration 0F: 2 clusters Score -1367851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1359030.750000 Penalty: 4650.634277
	Iteration 0F: 3 clusters Score -1359031 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1361708.750000 Penalty: 4650.634277
	Iteration 1F: 3 clusters Score -1361709 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1362002.500000 Penalty: 4650.634277
	Iteration 2F: 3 clusters Score -1362002 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1362218.000000 Penalty: 4650.634277
	Iteration 3Q: 3 clusters Score -1362218 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1362389.500000 Penalty: 4650.634277
	Iteration 4Q: 3 clusters Score -1362390 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1362549.875000 Penalty: 4650.634277
	Iteration 5Q: 3 clusters Score -1362550 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1362707.000000 Penalty: 4650.634277
	Iteration 6Q: 3 clusters Score -1362707 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1362900.000000 Penalty: 4650.634277
	Iteration 7Q: 3 clusters Score -1362900 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1363133.125000 Penalty: 4650.634277
	Iteration 8Q: 3 clusters Score -1363133 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1363464.250000 Penalty: 4650.634277
	Iteration 9Q: 3 clusters Score -1363464 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1363906.875000 Penalty: 4650.634277
	Iteration 10F: 3 clusters Score -1363907 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1364472.625000 Penalty: 4650.634277
	Iteration 11F: 3 clusters Score -1364473 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1365068.250000 Penalty: 4650.634277
	Iteration 12F: 3 clusters Score -1365068 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1365561.375000 Penalty: 4650.634277
	Iteration 13Q: 3 clusters Score -1365561 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1365911.625000 Penalty: 4650.634277
	Iteration 14Q: 3 clusters Score -1365912 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1366145.125000 Penalty: 4650.634277
	Iteration 15Q: 3 clusters Score -1366145 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1366268.750000 Penalty: 4650.634277
	Iteration 16Q: 3 clusters Score -1366269 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1366349.250000 Penalty: 4650.634277
	Iteration 17Q: 3 clusters Score -1366349 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1366408.875000 Penalty: 4650.634277
	Iteration 18Q: 3 clusters Score -1366409 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1366457.375000 Penalty: 4650.634277
	Iteration 19Q: 3 clusters Score -1366457 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1366501.625000 Penalty: 4650.634277
	Iteration 20F: 3 clusters Score -1366502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1366547.125000 Penalty: 4650.634277
	Iteration 21Q: 3 clusters Score -1366547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1366622.875000 Penalty: 4650.634277
	Iteration 22Q: 3 clusters Score -1366623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1366724.125000 Penalty: 4650.634277
	Iteration 23Q: 3 clusters Score -1366724 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1366819.750000 Penalty: 4650.634277
	Iteration 24Q: 3 clusters Score -1366820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1366897.875000 Penalty: 4650.634277
	Iteration 25Q: 3 clusters Score -1366898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1366964.625000 Penalty: 4650.634277
	Iteration 26Q: 3 clusters Score -1366965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1367009.000000 Penalty: 4650.634277
	Iteration 27Q: 3 clusters Score -1367009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1367040.125000 Penalty: 4650.634277
	Iteration 28Q: 3 clusters Score -1367040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1367062.500000 Penalty: 4650.634277
	Iteration 29Q: 3 clusters Score -1367062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1367076.250000 Penalty: 4650.634277
	Iteration 30Q: 3 clusters Score -1367076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1367086.625000 Penalty: 4650.634277
	Iteration 31Q: 3 clusters Score -1367087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1367100.375000 Penalty: 4650.634277
	Iteration 32Q: 3 clusters Score -1367100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1367115.875000 Penalty: 4650.634277
	Iteration 33Q: 3 clusters Score -1367116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1367131.375000 Penalty: 4650.634277
	Iteration 34Q: 3 clusters Score -1367131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1367136.250000 Penalty: 4650.634277
	Iteration 35Q: 3 clusters Score -1367136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1367138.875000 Penalty: 4650.634277
	Iteration 36Q: 3 clusters Score -1367139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1367142.875000 Penalty: 4650.634277
	Iteration 37Q: 3 clusters Score -1367143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1367142.625000 Penalty: 4650.634277
	Iteration 38Q: 3 clusters Score -1367143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1367143.250000 Penalty: 4650.634277
	Iteration 39Q: 3 clusters Score -1367143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1367149.000000 Penalty: 4650.634277
	Iteration 40F: 3 clusters Score -1367149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1367149.625000 Penalty: 4650.634277
	Iteration 41Q: 3 clusters Score -1367150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1367154.000000 Penalty: 4650.634277
	Iteration 42Q: 3 clusters Score -1367154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1367154.375000 Penalty: 4650.634277
	Iteration 43Q: 3 clusters Score -1367154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1367154.500000 Penalty: 4650.634277
	Iteration 44Q: 3 clusters Score -1367154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1367153.625000 Penalty: 4650.634277
	Iteration 45Q: 3 clusters Score -1367154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1367154.625000 Penalty: 4650.634277
	Iteration 46Q: 3 clusters Score -1367155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1367154.625000 Penalty: 4650.634277
	Iteration 47F: 3 clusters Score -1367155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Entering Unmasked Estep 
Score: -868033.062500 Penalty: 2248.970947
	Iteration 0F: 2 clusters Score -868033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -861271.312500 Penalty: 4497.941895
	Iteration 0F: 3 clusters Score -861271.3 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -863740.187500 Penalty: 4497.941895
	Iteration 1F: 3 clusters Score -863740.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -864557.000000 Penalty: 4497.941895
	Iteration 2F: 3 clusters Score -864557 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -865300.375000 Penalty: 4497.941895
	Iteration 3F: 3 clusters Score -865300.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -865952.937500 Penalty: 4497.941895
	Iteration 4F: 3 clusters Score -865952.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -866338.375000 Penalty: 4497.941895
	Iteration 5F: 3 clusters Score -866338.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -866601.875000 Penalty: 4497.941895
	Iteration 6Q: 3 clusters Score -866601.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -866755.562500 Penalty: 4497.941895
	Iteration 7Q: 3 clusters Score -866755.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -866845.750000 Penalty: 4497.941895
	Iteration 8Q: 3 clusters Score -866845.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -866900.062500 Penalty: 4497.941895
	Iteration 9Q: 3 clusters Score -866900.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -866938.312500 Penalty: 4497.941895
	Iteration 10Q: 3 clusters Score -866938.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -866963.812500 Penalty: 4497.941895
	Iteration 11Q: 3 clusters Score -866963.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -866979.500000 Penalty: 4497.941895
	Iteration 12Q: 3 clusters Score -866979.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -866993.125000 Penalty: 4497.941895
	Iteration 13Q: 3 clusters Score -866993.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -866998.062500 Penalty: 4497.941895
	Iteration 14Q: 3 clusters Score -866998.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -867004.750000 Penalty: 4497.941895
	Iteration 15Q: 3 clusters Score -867004.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -867008.187500 Penalty: 4497.941895
	Iteration 16Q: 3 clusters Score -867008.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -867015.562500 Penalty: 4497.941895
	Iteration 17Q: 3 clusters Score -867015.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -867019.375000 Penalty: 4497.941895
	Iteration 18Q: 3 clusters Score -867019.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -867020.562500 Penalty: 4497.941895
	Iteration 19Q: 3 clusters Score -867020.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -867023.812500 Penalty: 4497.941895
	Iteration 20F: 3 clusters Score -867023.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -867026.062500 Penalty: 4497.941895
	Iteration 21Q: 3 clusters Score -867026.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -867028.687500 Penalty: 4497.941895
	Iteration 22Q: 3 clusters Score -867028.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -867027.500000 Penalty: 4497.941895
	Iteration 23Q: 3 clusters Score -867027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -867029.375000 Penalty: 4497.941895
	Iteration 24Q: 3 clusters Score -867029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -867029.437500 Penalty: 4497.941895
	Iteration 25Q: 3 clusters Score -867029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -867032.250000 Penalty: 4497.941895
	Iteration 26Q: 3 clusters Score -867032.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -867033.750000 Penalty: 4497.941895
	Iteration 27Q: 3 clusters Score -867033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -867035.625000 Penalty: 4497.941895
	Iteration 28Q: 3 clusters Score -867035.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -867037.562500 Penalty: 4497.941895
	Iteration 29Q: 3 clusters Score -867037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -867037.687500 Penalty: 4497.941895
	Iteration 30Q: 3 clusters Score -867037.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -867037.125000 Penalty: 4497.941895
	Iteration 31Q: 3 clusters Score -867037.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -867039.750000 Penalty: 4497.941895
	Iteration 32Q: 3 clusters Score -867039.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -867041.250000 Penalty: 4497.941895
	Iteration 33Q: 3 clusters Score -867041.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -867042.812500 Penalty: 4497.941895
	Iteration 34Q: 3 clusters Score -867042.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -867041.562500 Penalty: 4497.941895
	Iteration 35Q: 3 clusters Score -867041.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -867043.062500 Penalty: 4497.941895
	Iteration 36Q: 3 clusters Score -867043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -867047.687500 Penalty: 4497.941895
	Iteration 37Q: 3 clusters Score -867047.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -867045.187500 Penalty: 4497.941895
	Iteration 38Q: 3 clusters Score -867045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -867045.812500 Penalty: 4497.941895
	Iteration 39Q: 3 clusters Score -867045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -867045.437500 Penalty: 4497.941895
	Iteration 40F: 3 clusters Score -867045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -867046.562500 Penalty: 4497.941895
	Iteration 41Q: 3 clusters Score -867046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -867047.937500 Penalty: 4497.941895
	Iteration 42Q: 3 clusters Score -867047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -867047.812500 Penalty: 4497.941895
	Iteration 43Q: 3 clusters Score -867047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -867047.750000 Penalty: 4497.941895
	Iteration 44Q: 3 clusters Score -867047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -867047.812500 Penalty: 4497.941895
	Iteration 45Q: 3 clusters Score -867047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -867049.437500 Penalty: 4497.941895
	Iteration 46Q: 3 clusters Score -867049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -867049.125000 Penalty: 4497.941895
	Iteration 47Q: 3 clusters Score -867049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -867049.437500 Penalty: 4497.941895
	Iteration 48Q: 3 clusters Score -867049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -867050.937500 Penalty: 4497.941895
	Iteration 49Q: 3 clusters Score -867050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -867049.125000 Penalty: 4497.941895
	Iteration 50Q: 3 clusters Score -867049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -867049.125000 Penalty: 4497.941895
	Iteration 51F: 3 clusters Score -867049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -532354.312500 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -532354.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -528039.000000 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -528039 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -529183.312500 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -529183.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -529406.437500 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -529406.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -529546.812500 Penalty: 4192.992676
	Iteration 3F: 3 clusters Score -529546.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -529642.062500 Penalty: 4192.992676
	Iteration 4Q: 3 clusters Score -529642.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -529718.062500 Penalty: 4192.992676
	Iteration 5Q: 3 clusters Score -529718.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -529777.687500 Penalty: 4192.992676
	Iteration 6Q: 3 clusters Score -529777.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -529835.187500 Penalty: 4192.992676
	Iteration 7Q: 3 clusters Score -529835.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -529879.875000 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -529879.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -529918.375000 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -529918.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -529958.937500 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -529958.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -530008.250000 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -530008.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -530062.875000 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -530062.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -530128.250000 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -530128.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -530203.000000 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -530203 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -530271.500000 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -530271.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -530328.437500 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -530328.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -530388.562500 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -530388.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -530445.000000 Penalty: 4192.992676
	Iteration 18Q: 3 clusters Score -530445 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -530502.875000 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -530502.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -530548.625000 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -530548.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -530579.625000 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -530579.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -530597.625000 Penalty: 4192.992676
	Iteration 22Q: 3 clusters Score -530597.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -530609.125000 Penalty: 4192.992676
	Iteration 23Q: 3 clusters Score -530609.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -530627.750000 Penalty: 4192.992676
	Iteration 24Q: 3 clusters Score -530627.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -530650.875000 Penalty: 4192.992676
	Iteration 25Q: 3 clusters Score -530650.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -530665.750000 Penalty: 4192.992676
	Iteration 26Q: 3 clusters Score -530665.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -530673.125000 Penalty: 4192.992676
	Iteration 27Q: 3 clusters Score -530673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -530678.375000 Penalty: 4192.992676
	Iteration 28Q: 3 clusters Score -530678.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -530682.812500 Penalty: 4192.992676
	Iteration 29Q: 3 clusters Score -530682.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -530686.812500 Penalty: 4192.992676
	Iteration 30Q: 3 clusters Score -530686.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -530689.750000 Penalty: 4192.992676
	Iteration 31Q: 3 clusters Score -530689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -530693.312500 Penalty: 4192.992676
	Iteration 32Q: 3 clusters Score -530693.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -530695.687500 Penalty: 4192.992676
	Iteration 33Q: 3 clusters Score -530695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -530698.062500 Penalty: 4192.992676
	Iteration 34Q: 3 clusters Score -530698.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -530698.875000 Penalty: 4192.992676
	Iteration 35Q: 3 clusters Score -530698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -530700.500000 Penalty: 4192.992676
	Iteration 36Q: 3 clusters Score -530700.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -530701.437500 Penalty: 4192.992676
	Iteration 37Q: 3 clusters Score -530701.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -530701.437500 Penalty: 4192.992676
	Iteration 38F: 3 clusters Score -530701.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (190450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190450 members 
Entering Unmasked Estep 
Score: -22213634.000000 Penalty: 3014.971924
	Iteration 0F: 2 clusters Score -2.221363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 95284 members 
Entering Unmasked Estep 
Score: -22088096.000000 Penalty: 6029.943848
	Iteration 0F: 3 clusters Score -2.20881e+07 nChanged 91727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94595 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -22141196.000000 Penalty: 6029.943848
	Iteration 1F: 3 clusters Score -2.21412e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -22142062.000000 Penalty: 6029.943848
	Iteration 2Q: 3 clusters Score -2.214206e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -22143048.000000 Penalty: 6029.943848
	Iteration 3Q: 3 clusters Score -2.214305e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -22144254.000000 Penalty: 6029.943848
	Iteration 4Q: 3 clusters Score -2.214425e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90415 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -22146118.000000 Penalty: 6029.943848
	Iteration 5Q: 3 clusters Score -2.214612e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 102684 members 
Entering Unmasked Estep 
Score: -22148588.000000 Penalty: 6029.943848
	Iteration 6Q: 3 clusters Score -2.214859e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -22152974.000000 Penalty: 6029.943848
	Iteration 7Q: 3 clusters Score -2.215297e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 111372 members 
Entering Unmasked Estep 
Score: -22159444.000000 Penalty: 6029.943848
	Iteration 8F: 3 clusters Score -2.215944e+07 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -22168232.000000 Penalty: 6029.943848
	Iteration 9F: 3 clusters Score -2.216823e+07 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 121779 members 
Entering Unmasked Estep 
Score: -22178244.000000 Penalty: 6029.943848
	Iteration 10F: 3 clusters Score -2.217824e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 125563 members 
Entering Unmasked Estep 
Score: -22186038.000000 Penalty: 6029.943848
	Iteration 11F: 3 clusters Score -2.218604e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 128197 members 
Entering Unmasked Estep 
Score: -22190548.000000 Penalty: 6029.943848
	Iteration 12Q: 3 clusters Score -2.219055e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 130194 members 
Entering Unmasked Estep 
Score: -22193238.000000 Penalty: 6029.943848
	Iteration 13Q: 3 clusters Score -2.219324e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 131828 members 
Entering Unmasked Estep 
Score: -22194614.000000 Penalty: 6029.943848
	Iteration 14Q: 3 clusters Score -2.219461e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -22195732.000000 Penalty: 6029.943848
	Iteration 15Q: 3 clusters Score -2.219573e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 134583 members 
Entering Unmasked Estep 
Score: -22196632.000000 Penalty: 6029.943848
	Iteration 16Q: 3 clusters Score -2.219663e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 135900 members 
Entering Unmasked Estep 
Score: -22197472.000000 Penalty: 6029.943848
	Iteration 17Q: 3 clusters Score -2.219747e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 137232 members 
Entering Unmasked Estep 
Score: -22198388.000000 Penalty: 6029.943848
	Iteration 18Q: 3 clusters Score -2.219839e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 138452 members 
Entering Unmasked Estep 
Score: -22199072.000000 Penalty: 6029.943848
	Iteration 19Q: 3 clusters Score -2.219907e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 139612 members 
Entering Unmasked Estep 
Score: -22199562.000000 Penalty: 6029.943848
	Iteration 20F: 3 clusters Score -2.219956e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 140763 members 
Entering Unmasked Estep 
Score: -22200140.000000 Penalty: 6029.943848
	Iteration 21Q: 3 clusters Score -2.220014e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 141848 members 
Entering Unmasked Estep 
Score: -22200522.000000 Penalty: 6029.943848
	Iteration 22Q: 3 clusters Score -2.220052e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 142919 members 
Entering Unmasked Estep 
Score: -22200882.000000 Penalty: 6029.943848
	Iteration 23Q: 3 clusters Score -2.220088e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 143955 members 
Entering Unmasked Estep 
Score: -22201260.000000 Penalty: 6029.943848
	Iteration 24Q: 3 clusters Score -2.220126e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 144950 members 
Entering Unmasked Estep 
Score: -22201708.000000 Penalty: 6029.943848
	Iteration 25Q: 3 clusters Score -2.220171e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -22201948.000000 Penalty: 6029.943848
	Iteration 26Q: 3 clusters Score -2.220195e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 146947 members 
Entering Unmasked Estep 
Score: -22202238.000000 Penalty: 6029.943848
	Iteration 27Q: 3 clusters Score -2.220224e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 147968 members 
Entering Unmasked Estep 
Score: -22202422.000000 Penalty: 6029.943848
	Iteration 28Q: 3 clusters Score -2.220242e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 148995 members 
Entering Unmasked Estep 
Score: -22202526.000000 Penalty: 6029.943848
	Iteration 29Q: 3 clusters Score -2.220253e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 150000 members 
Entering Unmasked Estep 
Score: -22202700.000000 Penalty: 6029.943848
	Iteration 30Q: 3 clusters Score -2.22027e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 151061 members 
Entering Unmasked Estep 
Score: -22202914.000000 Penalty: 6029.943848
	Iteration 31Q: 3 clusters Score -2.220291e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 152168 members 
Entering Unmasked Estep 
Score: -22203100.000000 Penalty: 6029.943848
	Iteration 32Q: 3 clusters Score -2.22031e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 153279 members 
Entering Unmasked Estep 
Score: -22203262.000000 Penalty: 6029.943848
	Iteration 33Q: 3 clusters Score -2.220326e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 154397 members 
Entering Unmasked Estep 
Score: -22203480.000000 Penalty: 6029.943848
	Iteration 34Q: 3 clusters Score -2.220348e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 155559 members 
Entering Unmasked Estep 
Score: -22203672.000000 Penalty: 6029.943848
	Iteration 35Q: 3 clusters Score -2.220367e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -22203868.000000 Penalty: 6029.943848
	Iteration 36Q: 3 clusters Score -2.220387e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 157963 members 
Entering Unmasked Estep 
Score: -22204052.000000 Penalty: 6029.943848
	Iteration 37Q: 3 clusters Score -2.220405e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -22204408.000000 Penalty: 6029.943848
	Iteration 38Q: 3 clusters Score -2.220441e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 160495 members 
Entering Unmasked Estep 
Score: -22204698.000000 Penalty: 6029.943848
	Iteration 39Q: 3 clusters Score -2.22047e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 161896 members 
Entering Unmasked Estep 
Score: -22205048.000000 Penalty: 6029.943848
	Iteration 40F: 3 clusters Score -2.220505e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 163353 members 
Entering Unmasked Estep 
Score: -22205438.000000 Penalty: 6029.943848
	Iteration 41Q: 3 clusters Score -2.220544e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 164822 members 
Entering Unmasked Estep 
Score: -22205800.000000 Penalty: 6029.943848
	Iteration 42Q: 3 clusters Score -2.22058e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 166278 members 
Entering Unmasked Estep 
Score: -22206058.000000 Penalty: 6029.943848
	Iteration 43Q: 3 clusters Score -2.220606e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 167765 members 
Entering Unmasked Estep 
Score: -22206422.000000 Penalty: 6029.943848
	Iteration 44Q: 3 clusters Score -2.220642e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 169282 members 
Entering Unmasked Estep 
Score: -22206836.000000 Penalty: 6029.943848
	Iteration 45Q: 3 clusters Score -2.220684e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 170762 members 
Entering Unmasked Estep 
Score: -22207138.000000 Penalty: 6029.943848
	Iteration 46Q: 3 clusters Score -2.220714e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -22207508.000000 Penalty: 6029.943848
	Iteration 47Q: 3 clusters Score -2.220751e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 173688 members 
Entering Unmasked Estep 
Score: -22207846.000000 Penalty: 6029.943848
	Iteration 48Q: 3 clusters Score -2.220785e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 175080 members 
Entering Unmasked Estep 
Score: -22208146.000000 Penalty: 6029.943848
	Iteration 49Q: 3 clusters Score -2.220815e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 176371 members 
Entering Unmasked Estep 
Score: -22208474.000000 Penalty: 6029.943848
	Iteration 50Q: 3 clusters Score -2.220847e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 177631 members 
Entering Unmasked Estep 
Score: -22208742.000000 Penalty: 6029.943848
	Iteration 51Q: 3 clusters Score -2.220874e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 178837 members 
Entering Unmasked Estep 
Score: -22209014.000000 Penalty: 6029.943848
	Iteration 52Q: 3 clusters Score -2.220901e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 180001 members 
Entering Unmasked Estep 
Score: -22209216.000000 Penalty: 6029.943848
	Iteration 53Q: 3 clusters Score -2.220922e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 181064 members 
Entering Unmasked Estep 
Score: -22209532.000000 Penalty: 6029.943848
	Iteration 54Q: 3 clusters Score -2.220953e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 182041 members 
Entering Unmasked Estep 
Score: -22209792.000000 Penalty: 6029.943848
	Iteration 55Q: 3 clusters Score -2.220979e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 182926 members 
Entering Unmasked Estep 
Score: -22210040.000000 Penalty: 6029.943848
	Iteration 56Q: 3 clusters Score -2.221004e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 183679 members 
Entering Unmasked Estep 
Score: -22210138.000000 Penalty: 6029.943848
	Iteration 57Q: 3 clusters Score -2.221014e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 184354 members 
Entering Unmasked Estep 
Score: -22210406.000000 Penalty: 6029.943848
	Iteration 58Q: 3 clusters Score -2.221041e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 184964 members 
Entering Unmasked Estep 
Score: -22210614.000000 Penalty: 6029.943848
	Iteration 59Q: 3 clusters Score -2.221061e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 185490 members 
Entering Unmasked Estep 
Score: -22210716.000000 Penalty: 6029.943848
	Iteration 60F: 3 clusters Score -2.221072e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 185952 members 
Entering Unmasked Estep 
Score: -22210896.000000 Penalty: 6029.943848
	Iteration 61Q: 3 clusters Score -2.22109e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 186344 members 
Entering Unmasked Estep 
Score: -22211088.000000 Penalty: 6029.943848
	Iteration 62Q: 3 clusters Score -2.221109e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 186656 members 
Entering Unmasked Estep 
Score: -22211216.000000 Penalty: 6029.943848
	Iteration 63Q: 3 clusters Score -2.221122e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 186904 members 
Entering Unmasked Estep 
Score: -22211370.000000 Penalty: 6029.943848
	Iteration 64Q: 3 clusters Score -2.221137e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 187110 members 
Entering Unmasked Estep 
Score: -22211462.000000 Penalty: 6029.943848
	Iteration 65Q: 3 clusters Score -2.221146e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 187280 members 
Entering Unmasked Estep 
Score: -22211482.000000 Penalty: 6029.943848
	Iteration 66Q: 3 clusters Score -2.221148e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 187424 members 
Entering Unmasked Estep 
Score: -22211518.000000 Penalty: 6029.943848
	Iteration 67Q: 3 clusters Score -2.221152e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 187564 members 
Entering Unmasked Estep 
Score: -22211524.000000 Penalty: 6029.943848
	Iteration 68Q: 3 clusters Score -2.221152e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 187683 members 
Entering Unmasked Estep 
Score: -22211590.000000 Penalty: 6029.943848
	Iteration 69Q: 3 clusters Score -2.221159e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 187784 members 
Entering Unmasked Estep 
Score: -22211672.000000 Penalty: 6029.943848
	Iteration 70Q: 3 clusters Score -2.221167e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 187870 members 
Entering Unmasked Estep 
Score: -22211690.000000 Penalty: 6029.943848
	Iteration 71Q: 3 clusters Score -2.221169e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 187936 members 
Entering Unmasked Estep 
Score: -22211704.000000 Penalty: 6029.943848
	Iteration 72Q: 3 clusters Score -2.22117e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 187983 members 
Entering Unmasked Estep 
Score: -22211694.000000 Penalty: 6029.943848
	Iteration 73Q: 3 clusters Score -2.221169e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 188021 members 
Entering Unmasked Estep 
Score: -22211686.000000 Penalty: 6029.943848
	Iteration 74Q: 3 clusters Score -2.221169e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 188055 members 
Entering Unmasked Estep 
Score: -22211696.000000 Penalty: 6029.943848
	Iteration 75Q: 3 clusters Score -2.22117e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 188085 members 
Entering Unmasked Estep 
Score: -22211700.000000 Penalty: 6029.943848
	Iteration 76Q: 3 clusters Score -2.22117e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 188109 members 
Entering Unmasked Estep 
Score: -22211730.000000 Penalty: 6029.943848
	Iteration 77Q: 3 clusters Score -2.221173e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 188136 members 
Entering Unmasked Estep 
Score: -22211728.000000 Penalty: 6029.943848
	Iteration 78Q: 3 clusters Score -2.221173e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 188157 members 
Entering Unmasked Estep 
Score: -22211732.000000 Penalty: 6029.943848
	Iteration 79Q: 3 clusters Score -2.221173e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 188183 members 
Entering Unmasked Estep 
Score: -22211722.000000 Penalty: 6029.943848
	Iteration 80F: 3 clusters Score -2.221172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 188200 members 
Entering Unmasked Estep 
Score: -22211706.000000 Penalty: 6029.943848
	Iteration 81Q: 3 clusters Score -2.221171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 188213 members 
Entering Unmasked Estep 
Score: -22211718.000000 Penalty: 6029.943848
	Iteration 82Q: 3 clusters Score -2.221172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 188228 members 
Entering Unmasked Estep 
Score: -22211732.000000 Penalty: 6029.943848
	Iteration 83Q: 3 clusters Score -2.221173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 188243 members 
Entering Unmasked Estep 
Score: -22211714.000000 Penalty: 6029.943848
	Iteration 84Q: 3 clusters Score -2.221171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 188246 members 
Entering Unmasked Estep 
Score: -22211720.000000 Penalty: 6029.943848
	Iteration 85Q: 3 clusters Score -2.221172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 188252 members 
Entering Unmasked Estep 
Score: -22211724.000000 Penalty: 6029.943848
	Iteration 86Q: 3 clusters Score -2.221172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 188259 members 
Entering Unmasked Estep 
Score: -22211720.000000 Penalty: 6029.943848
	Iteration 87Q: 3 clusters Score -2.221172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 188265 members 
Entering Unmasked Estep 
Score: -22211730.000000 Penalty: 6029.943848
	Iteration 88Q: 3 clusters Score -2.221173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 188270 members 
Entering Unmasked Estep 
Score: -22211724.000000 Penalty: 6029.943848
	Iteration 89Q: 3 clusters Score -2.221172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 188278 members 
Entering Unmasked Estep 
Score: -22211730.000000 Penalty: 6029.943848
	Iteration 90Q: 3 clusters Score -2.221173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 188282 members 
Entering Unmasked Estep 
Score: -22211726.000000 Penalty: 6029.943848
	Iteration 91Q: 3 clusters Score -2.221173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 188290 members 
Entering Unmasked Estep 
Score: -22211722.000000 Penalty: 6029.943848
	Iteration 92Q: 3 clusters Score -2.221172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 188293 members 
Entering Unmasked Estep 
Score: -22211728.000000 Penalty: 6029.943848
	Iteration 93Q: 3 clusters Score -2.221173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 188293 members 
Entering Unmasked Estep 
Score: -22211728.000000 Penalty: 6029.943848
	Iteration 94F: 3 clusters Score -2.221173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -645042.625000 Penalty: 2139.126221
	Iteration 0F: 2 clusters Score -645042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -640166.312500 Penalty: 4278.252441
	Iteration 0F: 3 clusters Score -640166.3 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -641456.437500 Penalty: 4278.252441
	Iteration 1F: 3 clusters Score -641456.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -641708.250000 Penalty: 4278.252441
	Iteration 2F: 3 clusters Score -641708.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -641900.437500 Penalty: 4278.252441
	Iteration 3F: 3 clusters Score -641900.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -642035.500000 Penalty: 4278.252441
	Iteration 4Q: 3 clusters Score -642035.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -642145.687500 Penalty: 4278.252441
	Iteration 5Q: 3 clusters Score -642145.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -642262.812500 Penalty: 4278.252441
	Iteration 6Q: 3 clusters Score -642262.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -642352.000000 Penalty: 4278.252441
	Iteration 7Q: 3 clusters Score -642352 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -642434.062500 Penalty: 4278.252441
	Iteration 8Q: 3 clusters Score -642434.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -642521.625000 Penalty: 4278.252441
	Iteration 9Q: 3 clusters Score -642521.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -642604.687500 Penalty: 4278.252441
	Iteration 10Q: 3 clusters Score -642604.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -642676.687500 Penalty: 4278.252441
	Iteration 11Q: 3 clusters Score -642676.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -642736.375000 Penalty: 4278.252441
	Iteration 12Q: 3 clusters Score -642736.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -642788.750000 Penalty: 4278.252441
	Iteration 13Q: 3 clusters Score -642788.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -642842.000000 Penalty: 4278.252441
	Iteration 14Q: 3 clusters Score -642842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -642894.000000 Penalty: 4278.252441
	Iteration 15Q: 3 clusters Score -642894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -642945.125000 Penalty: 4278.252441
	Iteration 16Q: 3 clusters Score -642945.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -642985.437500 Penalty: 4278.252441
	Iteration 17Q: 3 clusters Score -642985.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -643018.437500 Penalty: 4278.252441
	Iteration 18Q: 3 clusters Score -643018.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -643051.375000 Penalty: 4278.252441
	Iteration 19Q: 3 clusters Score -643051.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -643085.687500 Penalty: 4278.252441
	Iteration 20F: 3 clusters Score -643085.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -643114.437500 Penalty: 4278.252441
	Iteration 21Q: 3 clusters Score -643114.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -643134.625000 Penalty: 4278.252441
	Iteration 22Q: 3 clusters Score -643134.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -643155.625000 Penalty: 4278.252441
	Iteration 23Q: 3 clusters Score -643155.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -643175.125000 Penalty: 4278.252441
	Iteration 24Q: 3 clusters Score -643175.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -643190.312500 Penalty: 4278.252441
	Iteration 25Q: 3 clusters Score -643190.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -643200.750000 Penalty: 4278.252441
	Iteration 26Q: 3 clusters Score -643200.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -643207.750000 Penalty: 4278.252441
	Iteration 27Q: 3 clusters Score -643207.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -643215.750000 Penalty: 4278.252441
	Iteration 28Q: 3 clusters Score -643215.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -643220.812500 Penalty: 4278.252441
	Iteration 29Q: 3 clusters Score -643220.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -643228.812500 Penalty: 4278.252441
	Iteration 30Q: 3 clusters Score -643228.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -643237.187500 Penalty: 4278.252441
	Iteration 31Q: 3 clusters Score -643237.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -643243.250000 Penalty: 4278.252441
	Iteration 32Q: 3 clusters Score -643243.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -643251.937500 Penalty: 4278.252441
	Iteration 33Q: 3 clusters Score -643251.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -643264.937500 Penalty: 4278.252441
	Iteration 34Q: 3 clusters Score -643264.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -643277.750000 Penalty: 4278.252441
	Iteration 35Q: 3 clusters Score -643277.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -643285.375000 Penalty: 4278.252441
	Iteration 36Q: 3 clusters Score -643285.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -643293.875000 Penalty: 4278.252441
	Iteration 37Q: 3 clusters Score -643293.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -643304.500000 Penalty: 4278.252441
	Iteration 38Q: 3 clusters Score -643304.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -643311.250000 Penalty: 4278.252441
	Iteration 39Q: 3 clusters Score -643311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -643314.312500 Penalty: 4278.252441
	Iteration 40F: 3 clusters Score -643314.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -643316.687500 Penalty: 4278.252441
	Iteration 41Q: 3 clusters Score -643316.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -643321.812500 Penalty: 4278.252441
	Iteration 42Q: 3 clusters Score -643321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -643322.750000 Penalty: 4278.252441
	Iteration 43Q: 3 clusters Score -643322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -643323.125000 Penalty: 4278.252441
	Iteration 44Q: 3 clusters Score -643323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -643323.812500 Penalty: 4278.252441
	Iteration 45Q: 3 clusters Score -643323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -643323.937500 Penalty: 4278.252441
	Iteration 46Q: 3 clusters Score -643323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -643326.125000 Penalty: 4278.252441
	Iteration 47Q: 3 clusters Score -643326.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -643327.937500 Penalty: 4278.252441
	Iteration 48Q: 3 clusters Score -643327.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -643334.187500 Penalty: 4278.252441
	Iteration 49Q: 3 clusters Score -643334.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -643339.625000 Penalty: 4278.252441
	Iteration 50Q: 3 clusters Score -643339.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -643343.750000 Penalty: 4278.252441
	Iteration 51Q: 3 clusters Score -643343.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -643349.125000 Penalty: 4278.252441
	Iteration 52Q: 3 clusters Score -643349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -643352.812500 Penalty: 4278.252441
	Iteration 53Q: 3 clusters Score -643352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -643355.500000 Penalty: 4278.252441
	Iteration 54Q: 3 clusters Score -643355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -643358.875000 Penalty: 4278.252441
	Iteration 55Q: 3 clusters Score -643358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -643358.687500 Penalty: 4278.252441
	Iteration 56Q: 3 clusters Score -643358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -643359.937500 Penalty: 4278.252441
	Iteration 57Q: 3 clusters Score -643359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -643362.000000 Penalty: 4278.252441
	Iteration 58Q: 3 clusters Score -643362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -643362.000000 Penalty: 4278.252441
	Iteration 59F: 3 clusters Score -643362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Entering Unmasked Estep 
Score: -1527487.875000 Penalty: 2353.973389
	Iteration 0F: 2 clusters Score -1527488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1517696.750000 Penalty: 4707.946777
	Iteration 0F: 3 clusters Score -1517697 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1521009.750000 Penalty: 4707.946777
	Iteration 1F: 3 clusters Score -1521010 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1521722.875000 Penalty: 4707.946777
	Iteration 2F: 3 clusters Score -1521723 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1522368.750000 Penalty: 4707.946777
	Iteration 3F: 3 clusters Score -1522369 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1522920.750000 Penalty: 4707.946777
	Iteration 4F: 3 clusters Score -1522921 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1523427.500000 Penalty: 4707.946777
	Iteration 5F: 3 clusters Score -1523428 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1523960.000000 Penalty: 4707.946777
	Iteration 6F: 3 clusters Score -1523960 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1524586.000000 Penalty: 4707.946777
	Iteration 7F: 3 clusters Score -1524586 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1525245.125000 Penalty: 4707.946777
	Iteration 8F: 3 clusters Score -1525245 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1525751.750000 Penalty: 4707.946777
	Iteration 9Q: 3 clusters Score -1525752 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1526142.000000 Penalty: 4707.946777
	Iteration 10Q: 3 clusters Score -1526142 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1526447.625000 Penalty: 4707.946777
	Iteration 11Q: 3 clusters Score -1526448 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1526676.125000 Penalty: 4707.946777
	Iteration 12Q: 3 clusters Score -1526676 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1526862.000000 Penalty: 4707.946777
	Iteration 13Q: 3 clusters Score -1526862 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1526975.000000 Penalty: 4707.946777
	Iteration 14Q: 3 clusters Score -1526975 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1527030.000000 Penalty: 4707.946777
	Iteration 15Q: 3 clusters Score -1527030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1527064.875000 Penalty: 4707.946777
	Iteration 16Q: 3 clusters Score -1527065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1527082.125000 Penalty: 4707.946777
	Iteration 17Q: 3 clusters Score -1527082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1527093.250000 Penalty: 4707.946777
	Iteration 18Q: 3 clusters Score -1527093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1527103.625000 Penalty: 4707.946777
	Iteration 19Q: 3 clusters Score -1527104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1527107.250000 Penalty: 4707.946777
	Iteration 20F: 3 clusters Score -1527107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1527115.000000 Penalty: 4707.946777
	Iteration 21Q: 3 clusters Score -1527115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1527118.875000 Penalty: 4707.946777
	Iteration 22Q: 3 clusters Score -1527119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1527117.750000 Penalty: 4707.946777
	Iteration 23Q: 3 clusters Score -1527118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1527120.875000 Penalty: 4707.946777
	Iteration 24Q: 3 clusters Score -1527121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1527122.500000 Penalty: 4707.946777
	Iteration 25Q: 3 clusters Score -1527122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1527120.750000 Penalty: 4707.946777
	Iteration 26Q: 3 clusters Score -1527121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1527122.750000 Penalty: 4707.946777
	Iteration 27Q: 3 clusters Score -1527123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1527125.375000 Penalty: 4707.946777
	Iteration 28Q: 3 clusters Score -1527125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1527127.625000 Penalty: 4707.946777
	Iteration 29Q: 3 clusters Score -1527128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1527127.375000 Penalty: 4707.946777
	Iteration 30Q: 3 clusters Score -1527127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1527127.375000 Penalty: 4707.946777
	Iteration 31Q: 3 clusters Score -1527127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1527127.375000 Penalty: 4707.946777
	Iteration 32F: 3 clusters Score -1527127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Entering Unmasked Estep 
Score: -2988086.750000 Penalty: 2534.364258
	Iteration 0F: 2 clusters Score -2988087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2969138.250000 Penalty: 5068.728516
	Iteration 0F: 3 clusters Score -2969138 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2976023.750000 Penalty: 5068.728516
	Iteration 1F: 3 clusters Score -2976024 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2976608.000000 Penalty: 5068.728516
	Iteration 2F: 3 clusters Score -2976608 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2977124.750000 Penalty: 5068.728516
	Iteration 3Q: 3 clusters Score -2977125 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2977626.250000 Penalty: 5068.728516
	Iteration 4Q: 3 clusters Score -2977626 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2978151.000000 Penalty: 5068.728516
	Iteration 5Q: 3 clusters Score -2978151 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2978705.250000 Penalty: 5068.728516
	Iteration 6Q: 3 clusters Score -2978705 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2979256.000000 Penalty: 5068.728516
	Iteration 7Q: 3 clusters Score -2979256 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2979810.750000 Penalty: 5068.728516
	Iteration 8Q: 3 clusters Score -2979811 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2980323.000000 Penalty: 5068.728516
	Iteration 9Q: 3 clusters Score -2980323 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2980839.000000 Penalty: 5068.728516
	Iteration 10Q: 3 clusters Score -2980839 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2981349.750000 Penalty: 5068.728516
	Iteration 11Q: 3 clusters Score -2981350 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2981781.750000 Penalty: 5068.728516
	Iteration 12Q: 3 clusters Score -2981782 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2982166.500000 Penalty: 5068.728516
	Iteration 13Q: 3 clusters Score -2982166 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2982487.750000 Penalty: 5068.728516
	Iteration 14Q: 3 clusters Score -2982488 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2982742.750000 Penalty: 5068.728516
	Iteration 15Q: 3 clusters Score -2982743 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2982956.250000 Penalty: 5068.728516
	Iteration 16Q: 3 clusters Score -2982956 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2983184.250000 Penalty: 5068.728516
	Iteration 17Q: 3 clusters Score -2983184 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2983409.500000 Penalty: 5068.728516
	Iteration 18Q: 3 clusters Score -2983410 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2983648.000000 Penalty: 5068.728516
	Iteration 19Q: 3 clusters Score -2983648 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2983861.000000 Penalty: 5068.728516
	Iteration 20F: 3 clusters Score -2983861 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2984060.500000 Penalty: 5068.728516
	Iteration 21Q: 3 clusters Score -2984060 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2984228.000000 Penalty: 5068.728516
	Iteration 22Q: 3 clusters Score -2984228 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2984411.000000 Penalty: 5068.728516
	Iteration 23Q: 3 clusters Score -2984411 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2984595.250000 Penalty: 5068.728516
	Iteration 24Q: 3 clusters Score -2984595 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2984792.500000 Penalty: 5068.728516
	Iteration 25Q: 3 clusters Score -2984792 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2984990.750000 Penalty: 5068.728516
	Iteration 26Q: 3 clusters Score -2984991 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -2985185.000000 Penalty: 5068.728516
	Iteration 27Q: 3 clusters Score -2985185 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -2985352.250000 Penalty: 5068.728516
	Iteration 28Q: 3 clusters Score -2985352 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -2985495.500000 Penalty: 5068.728516
	Iteration 29Q: 3 clusters Score -2985496 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2985609.500000 Penalty: 5068.728516
	Iteration 30Q: 3 clusters Score -2985610 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -2985690.500000 Penalty: 5068.728516
	Iteration 31Q: 3 clusters Score -2985690 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -2985781.750000 Penalty: 5068.728516
	Iteration 32Q: 3 clusters Score -2985782 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -2985857.000000 Penalty: 5068.728516
	Iteration 33Q: 3 clusters Score -2985857 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -2985922.000000 Penalty: 5068.728516
	Iteration 34Q: 3 clusters Score -2985922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -2985972.500000 Penalty: 5068.728516
	Iteration 35Q: 3 clusters Score -2985972 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2986013.250000 Penalty: 5068.728516
	Iteration 36Q: 3 clusters Score -2986013 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -2986044.250000 Penalty: 5068.728516
	Iteration 37Q: 3 clusters Score -2986044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2986068.000000 Penalty: 5068.728516
	Iteration 38Q: 3 clusters Score -2986068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -2986092.750000 Penalty: 5068.728516
	Iteration 39Q: 3 clusters Score -2986093 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2986101.000000 Penalty: 5068.728516
	Iteration 40F: 3 clusters Score -2986101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2986125.500000 Penalty: 5068.728516
	Iteration 41Q: 3 clusters Score -2986126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -2986139.000000 Penalty: 5068.728516
	Iteration 42Q: 3 clusters Score -2986139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -2986158.500000 Penalty: 5068.728516
	Iteration 43Q: 3 clusters Score -2986158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -2986159.750000 Penalty: 5068.728516
	Iteration 44Q: 3 clusters Score -2986160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -2986172.500000 Penalty: 5068.728516
	Iteration 45Q: 3 clusters Score -2986172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -2986171.750000 Penalty: 5068.728516
	Iteration 46Q: 3 clusters Score -2986172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -2986177.750000 Penalty: 5068.728516
	Iteration 47Q: 3 clusters Score -2986178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -2986182.750000 Penalty: 5068.728516
	Iteration 48Q: 3 clusters Score -2986183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2986187.250000 Penalty: 5068.728516
	Iteration 49Q: 3 clusters Score -2986187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -2986189.750000 Penalty: 5068.728516
	Iteration 50Q: 3 clusters Score -2986190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -2986198.500000 Penalty: 5068.728516
	Iteration 51Q: 3 clusters Score -2986198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2986195.000000 Penalty: 5068.728516
	Iteration 52Q: 3 clusters Score -2986195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2986208.750000 Penalty: 5068.728516
	Iteration 53Q: 3 clusters Score -2986209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -2986218.250000 Penalty: 5068.728516
	Iteration 54Q: 3 clusters Score -2986218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -2986231.250000 Penalty: 5068.728516
	Iteration 55Q: 3 clusters Score -2986231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -2986232.500000 Penalty: 5068.728516
	Iteration 56Q: 3 clusters Score -2986232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2986233.000000 Penalty: 5068.728516
	Iteration 57Q: 3 clusters Score -2986233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -2986234.250000 Penalty: 5068.728516
	Iteration 58Q: 3 clusters Score -2986234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -2986236.750000 Penalty: 5068.728516
	Iteration 59Q: 3 clusters Score -2986237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -2986243.250000 Penalty: 5068.728516
	Iteration 60F: 3 clusters Score -2986243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -2986246.750000 Penalty: 5068.728516
	Iteration 61Q: 3 clusters Score -2986247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2986249.250000 Penalty: 5068.728516
	Iteration 62Q: 3 clusters Score -2986249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2986256.000000 Penalty: 5068.728516
	Iteration 63Q: 3 clusters Score -2986256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -2986258.750000 Penalty: 5068.728516
	Iteration 64Q: 3 clusters Score -2986259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -2986265.000000 Penalty: 5068.728516
	Iteration 65Q: 3 clusters Score -2986265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2986266.000000 Penalty: 5068.728516
	Iteration 66Q: 3 clusters Score -2986266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2986262.500000 Penalty: 5068.728516
	Iteration 67Q: 3 clusters Score -2986262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -2986262.000000 Penalty: 5068.728516
	Iteration 68Q: 3 clusters Score -2986262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -2986260.250000 Penalty: 5068.728516
	Iteration 69Q: 3 clusters Score -2986260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -2986262.000000 Penalty: 5068.728516
	Iteration 70Q: 3 clusters Score -2986262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -2986261.250000 Penalty: 5068.728516
	Iteration 71Q: 3 clusters Score -2986261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -2986264.000000 Penalty: 5068.728516
	Iteration 72Q: 3 clusters Score -2986264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -2986265.000000 Penalty: 5068.728516
	Iteration 73Q: 3 clusters Score -2986265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2986274.750000 Penalty: 5068.728516
	Iteration 74Q: 3 clusters Score -2986275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -2986279.500000 Penalty: 5068.728516
	Iteration 75Q: 3 clusters Score -2986280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -2986275.750000 Penalty: 5068.728516
	Iteration 76Q: 3 clusters Score -2986276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -2986275.750000 Penalty: 5068.728516
	Iteration 77Q: 3 clusters Score -2986276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -2986283.500000 Penalty: 5068.728516
	Iteration 78Q: 3 clusters Score -2986284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -2986287.750000 Penalty: 5068.728516
	Iteration 79Q: 3 clusters Score -2986288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -2986288.500000 Penalty: 5068.728516
	Iteration 80F: 3 clusters Score -2986288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -2986285.750000 Penalty: 5068.728516
	Iteration 81Q: 3 clusters Score -2986286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2986289.750000 Penalty: 5068.728516
	Iteration 82Q: 3 clusters Score -2986290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -2986288.750000 Penalty: 5068.728516
	Iteration 83Q: 3 clusters Score -2986289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -2986291.250000 Penalty: 5068.728516
	Iteration 84Q: 3 clusters Score -2986291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -2986292.750000 Penalty: 5068.728516
	Iteration 85Q: 3 clusters Score -2986293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2986293.000000 Penalty: 5068.728516
	Iteration 86Q: 3 clusters Score -2986293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -2986292.250000 Penalty: 5068.728516
	Iteration 87Q: 3 clusters Score -2986292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2986295.750000 Penalty: 5068.728516
	Iteration 88Q: 3 clusters Score -2986296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2986294.250000 Penalty: 5068.728516
	Iteration 89Q: 3 clusters Score -2986294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -2986294.250000 Penalty: 5068.728516
	Iteration 90Q: 3 clusters Score -2986294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2986295.750000 Penalty: 5068.728516
	Iteration 91Q: 3 clusters Score -2986296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2986299.000000 Penalty: 5068.728516
	Iteration 92Q: 3 clusters Score -2986299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -2986301.250000 Penalty: 5068.728516
	Iteration 93Q: 3 clusters Score -2986301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2986298.500000 Penalty: 5068.728516
	Iteration 94Q: 3 clusters Score -2986298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -2986298.750000 Penalty: 5068.728516
	Iteration 95Q: 3 clusters Score -2986299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -2986301.500000 Penalty: 5068.728516
	Iteration 96Q: 3 clusters Score -2986302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2986301.000000 Penalty: 5068.728516
	Iteration 97Q: 3 clusters Score -2986301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2986303.250000 Penalty: 5068.728516
	Iteration 98Q: 3 clusters Score -2986303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2986306.000000 Penalty: 5068.728516
	Iteration 99Q: 3 clusters Score -2986306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -2986310.000000 Penalty: 5068.728516
	Iteration 100F: 3 clusters Score -2986310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Entering Unmasked Estep 
Score: -3681713.250000 Penalty: 2567.291016
	Iteration 0F: 2 clusters Score -3681713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3660296.500000 Penalty: 5134.582031
	Iteration 0F: 3 clusters Score -3660296 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3667961.750000 Penalty: 5134.582031
	Iteration 1F: 3 clusters Score -3667962 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3668488.500000 Penalty: 5134.582031
	Iteration 2Q: 3 clusters Score -3668488 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3669032.000000 Penalty: 5134.582031
	Iteration 3Q: 3 clusters Score -3669032 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3669714.750000 Penalty: 5134.582031
	Iteration 4Q: 3 clusters Score -3669715 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3670586.250000 Penalty: 5134.582031
	Iteration 5F: 3 clusters Score -3670586 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3671715.500000 Penalty: 5134.582031
	Iteration 6F: 3 clusters Score -3671716 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3672991.750000 Penalty: 5134.582031
	Iteration 7F: 3 clusters Score -3672992 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3674220.000000 Penalty: 5134.582031
	Iteration 8F: 3 clusters Score -3674220 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3675370.750000 Penalty: 5134.582031
	Iteration 9F: 3 clusters Score -3675371 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3676451.750000 Penalty: 5134.582031
	Iteration 10Q: 3 clusters Score -3676452 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3677352.750000 Penalty: 5134.582031
	Iteration 11Q: 3 clusters Score -3677353 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3677987.250000 Penalty: 5134.582031
	Iteration 12Q: 3 clusters Score -3677987 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3678314.750000 Penalty: 5134.582031
	Iteration 13Q: 3 clusters Score -3678315 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3678548.250000 Penalty: 5134.582031
	Iteration 14Q: 3 clusters Score -3678548 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3678651.000000 Penalty: 5134.582031
	Iteration 15Q: 3 clusters Score -3678651 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3678769.000000 Penalty: 5134.582031
	Iteration 16Q: 3 clusters Score -3678769 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3678834.500000 Penalty: 5134.582031
	Iteration 17Q: 3 clusters Score -3678834 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3678878.500000 Penalty: 5134.582031
	Iteration 18Q: 3 clusters Score -3678878 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -3678916.750000 Penalty: 5134.582031
	Iteration 19Q: 3 clusters Score -3678917 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -3678931.500000 Penalty: 5134.582031
	Iteration 20F: 3 clusters Score -3678932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3678945.750000 Penalty: 5134.582031
	Iteration 21Q: 3 clusters Score -3678946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3678970.750000 Penalty: 5134.582031
	Iteration 22Q: 3 clusters Score -3678971 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3678974.250000 Penalty: 5134.582031
	Iteration 23Q: 3 clusters Score -3678974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3678988.250000 Penalty: 5134.582031
	Iteration 24Q: 3 clusters Score -3678988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3679002.000000 Penalty: 5134.582031
	Iteration 25Q: 3 clusters Score -3679002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3679008.500000 Penalty: 5134.582031
	Iteration 26Q: 3 clusters Score -3679008 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3679029.250000 Penalty: 5134.582031
	Iteration 27Q: 3 clusters Score -3679029 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3679044.250000 Penalty: 5134.582031
	Iteration 28Q: 3 clusters Score -3679044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3679062.000000 Penalty: 5134.582031
	Iteration 29Q: 3 clusters Score -3679062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3679090.500000 Penalty: 5134.582031
	Iteration 30Q: 3 clusters Score -3679090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3679108.250000 Penalty: 5134.582031
	Iteration 31Q: 3 clusters Score -3679108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3679114.750000 Penalty: 5134.582031
	Iteration 32Q: 3 clusters Score -3679115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3679117.000000 Penalty: 5134.582031
	Iteration 33Q: 3 clusters Score -3679117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3679113.500000 Penalty: 5134.582031
	Iteration 34Q: 3 clusters Score -3679114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3679126.750000 Penalty: 5134.582031
	Iteration 35Q: 3 clusters Score -3679127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3679129.000000 Penalty: 5134.582031
	Iteration 36Q: 3 clusters Score -3679129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3679136.000000 Penalty: 5134.582031
	Iteration 37Q: 3 clusters Score -3679136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3679137.250000 Penalty: 5134.582031
	Iteration 38Q: 3 clusters Score -3679137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3679133.500000 Penalty: 5134.582031
	Iteration 39Q: 3 clusters Score -3679134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3679141.000000 Penalty: 5134.582031
	Iteration 40F: 3 clusters Score -3679141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3679147.500000 Penalty: 5134.582031
	Iteration 41Q: 3 clusters Score -3679148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3679155.000000 Penalty: 5134.582031
	Iteration 42Q: 3 clusters Score -3679155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3679162.250000 Penalty: 5134.582031
	Iteration 43Q: 3 clusters Score -3679162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3679184.000000 Penalty: 5134.582031
	Iteration 44Q: 3 clusters Score -3679184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3679194.500000 Penalty: 5134.582031
	Iteration 45Q: 3 clusters Score -3679194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3679236.750000 Penalty: 5134.582031
	Iteration 46Q: 3 clusters Score -3679237 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3679268.250000 Penalty: 5134.582031
	Iteration 47Q: 3 clusters Score -3679268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3679298.500000 Penalty: 5134.582031
	Iteration 48Q: 3 clusters Score -3679298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3679312.500000 Penalty: 5134.582031
	Iteration 49Q: 3 clusters Score -3679312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3679323.000000 Penalty: 5134.582031
	Iteration 50Q: 3 clusters Score -3679323 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3679334.750000 Penalty: 5134.582031
	Iteration 51Q: 3 clusters Score -3679335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3679357.250000 Penalty: 5134.582031
	Iteration 52Q: 3 clusters Score -3679357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3679378.500000 Penalty: 5134.582031
	Iteration 53Q: 3 clusters Score -3679378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3679391.000000 Penalty: 5134.582031
	Iteration 54Q: 3 clusters Score -3679391 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3679391.250000 Penalty: 5134.582031
	Iteration 55Q: 3 clusters Score -3679391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3679414.000000 Penalty: 5134.582031
	Iteration 56Q: 3 clusters Score -3679414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3679422.250000 Penalty: 5134.582031
	Iteration 57Q: 3 clusters Score -3679422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3679437.250000 Penalty: 5134.582031
	Iteration 58Q: 3 clusters Score -3679437 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -3679445.250000 Penalty: 5134.582031
	Iteration 59Q: 3 clusters Score -3679445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3679463.500000 Penalty: 5134.582031
	Iteration 60F: 3 clusters Score -3679464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3679466.500000 Penalty: 5134.582031
	Iteration 61Q: 3 clusters Score -3679466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3679486.000000 Penalty: 5134.582031
	Iteration 62Q: 3 clusters Score -3679486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3679494.250000 Penalty: 5134.582031
	Iteration 63Q: 3 clusters Score -3679494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3679503.750000 Penalty: 5134.582031
	Iteration 64Q: 3 clusters Score -3679504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3679504.250000 Penalty: 5134.582031
	Iteration 65Q: 3 clusters Score -3679504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3679502.750000 Penalty: 5134.582031
	Iteration 66Q: 3 clusters Score -3679503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3679508.500000 Penalty: 5134.582031
	Iteration 67Q: 3 clusters Score -3679508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3679505.250000 Penalty: 5134.582031
	Iteration 68Q: 3 clusters Score -3679505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3679510.750000 Penalty: 5134.582031
	Iteration 69Q: 3 clusters Score -3679511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3679516.500000 Penalty: 5134.582031
	Iteration 70Q: 3 clusters Score -3679516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3679526.500000 Penalty: 5134.582031
	Iteration 71Q: 3 clusters Score -3679526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3679534.750000 Penalty: 5134.582031
	Iteration 72Q: 3 clusters Score -3679535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3679539.250000 Penalty: 5134.582031
	Iteration 73Q: 3 clusters Score -3679539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3679537.250000 Penalty: 5134.582031
	Iteration 74Q: 3 clusters Score -3679537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3679545.250000 Penalty: 5134.582031
	Iteration 75Q: 3 clusters Score -3679545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3679542.250000 Penalty: 5134.582031
	Iteration 76Q: 3 clusters Score -3679542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3679551.750000 Penalty: 5134.582031
	Iteration 77Q: 3 clusters Score -3679552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -3679543.750000 Penalty: 5134.582031
	Iteration 78Q: 3 clusters Score -3679544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3679553.750000 Penalty: 5134.582031
	Iteration 79Q: 3 clusters Score -3679554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3679560.750000 Penalty: 5134.582031
	Iteration 80F: 3 clusters Score -3679561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3679566.000000 Penalty: 5134.582031
	Iteration 81Q: 3 clusters Score -3679566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3679571.500000 Penalty: 5134.582031
	Iteration 82Q: 3 clusters Score -3679572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3679566.750000 Penalty: 5134.582031
	Iteration 83Q: 3 clusters Score -3679567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3679565.250000 Penalty: 5134.582031
	Iteration 84Q: 3 clusters Score -3679565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3679563.250000 Penalty: 5134.582031
	Iteration 85Q: 3 clusters Score -3679563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3679565.750000 Penalty: 5134.582031
	Iteration 86Q: 3 clusters Score -3679566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3679564.500000 Penalty: 5134.582031
	Iteration 87Q: 3 clusters Score -3679564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3679564.500000 Penalty: 5134.582031
	Iteration 88F: 3 clusters Score -3679564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -570549.000000 Penalty: 2112.412598
	Iteration 0F: 2 clusters Score -570549 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 2468 members 
Entering Unmasked Estep 
Score: -565994.437500 Penalty: 4224.825195
	Iteration 0F: 3 clusters Score -565994.4 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -567212.687500 Penalty: 4224.825195
	Iteration 1F: 3 clusters Score -567212.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -567504.812500 Penalty: 4224.825195
	Iteration 2F: 3 clusters Score -567504.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -567743.937500 Penalty: 4224.825195
	Iteration 3F: 3 clusters Score -567743.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -567960.625000 Penalty: 4224.825195
	Iteration 4F: 3 clusters Score -567960.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -568108.000000 Penalty: 4224.825195
	Iteration 5Q: 3 clusters Score -568108 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -568208.062500 Penalty: 4224.825195
	Iteration 6Q: 3 clusters Score -568208.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -568294.625000 Penalty: 4224.825195
	Iteration 7Q: 3 clusters Score -568294.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -568359.687500 Penalty: 4224.825195
	Iteration 8Q: 3 clusters Score -568359.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -568419.562500 Penalty: 4224.825195
	Iteration 9Q: 3 clusters Score -568419.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -568479.562500 Penalty: 4224.825195
	Iteration 10Q: 3 clusters Score -568479.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -568523.812500 Penalty: 4224.825195
	Iteration 11Q: 3 clusters Score -568523.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -568567.250000 Penalty: 4224.825195
	Iteration 12Q: 3 clusters Score -568567.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -568605.812500 Penalty: 4224.825195
	Iteration 13Q: 3 clusters Score -568605.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -568635.437500 Penalty: 4224.825195
	Iteration 14Q: 3 clusters Score -568635.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -568664.062500 Penalty: 4224.825195
	Iteration 15Q: 3 clusters Score -568664.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -568692.250000 Penalty: 4224.825195
	Iteration 16Q: 3 clusters Score -568692.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -568718.312500 Penalty: 4224.825195
	Iteration 17Q: 3 clusters Score -568718.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -568739.437500 Penalty: 4224.825195
	Iteration 18Q: 3 clusters Score -568739.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -568754.187500 Penalty: 4224.825195
	Iteration 19Q: 3 clusters Score -568754.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -568766.187500 Penalty: 4224.825195
	Iteration 20F: 3 clusters Score -568766.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -568777.625000 Penalty: 4224.825195
	Iteration 21Q: 3 clusters Score -568777.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -568789.562500 Penalty: 4224.825195
	Iteration 22Q: 3 clusters Score -568789.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -568796.062500 Penalty: 4224.825195
	Iteration 23Q: 3 clusters Score -568796.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -568803.312500 Penalty: 4224.825195
	Iteration 24Q: 3 clusters Score -568803.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -568811.000000 Penalty: 4224.825195
	Iteration 25Q: 3 clusters Score -568811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -568820.750000 Penalty: 4224.825195
	Iteration 26Q: 3 clusters Score -568820.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -568830.812500 Penalty: 4224.825195
	Iteration 27Q: 3 clusters Score -568830.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -568843.750000 Penalty: 4224.825195
	Iteration 28Q: 3 clusters Score -568843.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -568855.062500 Penalty: 4224.825195
	Iteration 29Q: 3 clusters Score -568855.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -568865.000000 Penalty: 4224.825195
	Iteration 30Q: 3 clusters Score -568865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -568872.500000 Penalty: 4224.825195
	Iteration 31Q: 3 clusters Score -568872.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -568876.812500 Penalty: 4224.825195
	Iteration 32Q: 3 clusters Score -568876.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -568884.750000 Penalty: 4224.825195
	Iteration 33Q: 3 clusters Score -568884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -568895.625000 Penalty: 4224.825195
	Iteration 34Q: 3 clusters Score -568895.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -568906.187500 Penalty: 4224.825195
	Iteration 35Q: 3 clusters Score -568906.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -568910.000000 Penalty: 4224.825195
	Iteration 36Q: 3 clusters Score -568910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -568912.250000 Penalty: 4224.825195
	Iteration 37Q: 3 clusters Score -568912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -568916.562500 Penalty: 4224.825195
	Iteration 38Q: 3 clusters Score -568916.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -568924.687500 Penalty: 4224.825195
	Iteration 39Q: 3 clusters Score -568924.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -568930.812500 Penalty: 4224.825195
	Iteration 40F: 3 clusters Score -568930.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -568942.000000 Penalty: 4224.825195
	Iteration 41Q: 3 clusters Score -568942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -568950.875000 Penalty: 4224.825195
	Iteration 42Q: 3 clusters Score -568950.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -568959.125000 Penalty: 4224.825195
	Iteration 43Q: 3 clusters Score -568959.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -568969.875000 Penalty: 4224.825195
	Iteration 44Q: 3 clusters Score -568969.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -568976.375000 Penalty: 4224.825195
	Iteration 45Q: 3 clusters Score -568976.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -568985.812500 Penalty: 4224.825195
	Iteration 46Q: 3 clusters Score -568985.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -568996.125000 Penalty: 4224.825195
	Iteration 47Q: 3 clusters Score -568996.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -569009.812500 Penalty: 4224.825195
	Iteration 48Q: 3 clusters Score -569009.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -569023.687500 Penalty: 4224.825195
	Iteration 49Q: 3 clusters Score -569023.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -569041.437500 Penalty: 4224.825195
	Iteration 50Q: 3 clusters Score -569041.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -569082.000000 Penalty: 4224.825195
	Iteration 51Q: 3 clusters Score -569082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -569167.937500 Penalty: 4224.825195
	Iteration 52Q: 3 clusters Score -569167.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -569329.812500 Penalty: 4224.825195
	Iteration 53Q: 3 clusters Score -569329.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -569595.687500 Penalty: 4224.825195
	Iteration 54Q: 3 clusters Score -569595.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -569790.500000 Penalty: 4224.825195
	Iteration 55Q: 3 clusters Score -569790.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -569900.250000 Penalty: 4224.825195
	Iteration 56Q: 3 clusters Score -569900.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -569972.750000 Penalty: 4224.825195
	Iteration 57Q: 3 clusters Score -569972.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -570015.062500 Penalty: 4224.825195
	Iteration 58Q: 3 clusters Score -570015.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -570041.500000 Penalty: 4224.825195
	Iteration 59Q: 3 clusters Score -570041.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -570061.500000 Penalty: 4224.825195
	Iteration 60F: 3 clusters Score -570061.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -570072.812500 Penalty: 4224.825195
	Iteration 61Q: 3 clusters Score -570072.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -570089.375000 Penalty: 4224.825195
	Iteration 62Q: 3 clusters Score -570089.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -570100.062500 Penalty: 4224.825195
	Iteration 63Q: 3 clusters Score -570100.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -570107.625000 Penalty: 4224.825195
	Iteration 64Q: 3 clusters Score -570107.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -570113.500000 Penalty: 4224.825195
	Iteration 65Q: 3 clusters Score -570113.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -570119.812500 Penalty: 4224.825195
	Iteration 66Q: 3 clusters Score -570119.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -570125.812500 Penalty: 4224.825195
	Iteration 67Q: 3 clusters Score -570125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -570130.125000 Penalty: 4224.825195
	Iteration 68Q: 3 clusters Score -570130.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -570136.437500 Penalty: 4224.825195
	Iteration 69Q: 3 clusters Score -570136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -570140.562500 Penalty: 4224.825195
	Iteration 70Q: 3 clusters Score -570140.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -570143.750000 Penalty: 4224.825195
	Iteration 71Q: 3 clusters Score -570143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -570146.750000 Penalty: 4224.825195
	Iteration 72Q: 3 clusters Score -570146.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -570148.687500 Penalty: 4224.825195
	Iteration 73Q: 3 clusters Score -570148.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -570149.375000 Penalty: 4224.825195
	Iteration 74Q: 3 clusters Score -570149.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -570151.000000 Penalty: 4224.825195
	Iteration 75Q: 3 clusters Score -570151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -570152.437500 Penalty: 4224.825195
	Iteration 76Q: 3 clusters Score -570152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -570152.312500 Penalty: 4224.825195
	Iteration 77Q: 3 clusters Score -570152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -570153.250000 Penalty: 4224.825195
	Iteration 78Q: 3 clusters Score -570153.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -570153.250000 Penalty: 4224.825195
	Iteration 79F: 3 clusters Score -570153.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Entering Unmasked Estep 
Score: -2945980.250000 Penalty: 2512.957031
	Iteration 0F: 2 clusters Score -2945980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2928583.750000 Penalty: 5025.914062
	Iteration 0F: 3 clusters Score -2928584 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2934590.250000 Penalty: 5025.914062
	Iteration 1F: 3 clusters Score -2934590 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2935070.500000 Penalty: 5025.914062
	Iteration 2F: 3 clusters Score -2935070 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2935440.000000 Penalty: 5025.914062
	Iteration 3Q: 3 clusters Score -2935440 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2935863.500000 Penalty: 5025.914062
	Iteration 4Q: 3 clusters Score -2935864 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2936447.750000 Penalty: 5025.914062
	Iteration 5Q: 3 clusters Score -2936448 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2937247.750000 Penalty: 5025.914062
	Iteration 6F: 3 clusters Score -2937248 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2938362.750000 Penalty: 5025.914062
	Iteration 7F: 3 clusters Score -2938363 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2939809.000000 Penalty: 5025.914062
	Iteration 8F: 3 clusters Score -2939809 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2941224.750000 Penalty: 5025.914062
	Iteration 9F: 3 clusters Score -2941225 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2942391.250000 Penalty: 5025.914062
	Iteration 10Q: 3 clusters Score -2942391 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2943119.000000 Penalty: 5025.914062
	Iteration 11Q: 3 clusters Score -2943119 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2943500.250000 Penalty: 5025.914062
	Iteration 12Q: 3 clusters Score -2943500 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2943693.500000 Penalty: 5025.914062
	Iteration 13Q: 3 clusters Score -2943694 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2943821.500000 Penalty: 5025.914062
	Iteration 14Q: 3 clusters Score -2943822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2943888.500000 Penalty: 5025.914062
	Iteration 15Q: 3 clusters Score -2943888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2943953.250000 Penalty: 5025.914062
	Iteration 16Q: 3 clusters Score -2943953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2943987.750000 Penalty: 5025.914062
	Iteration 17Q: 3 clusters Score -2943988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2944012.000000 Penalty: 5025.914062
	Iteration 18Q: 3 clusters Score -2944012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2944026.750000 Penalty: 5025.914062
	Iteration 19Q: 3 clusters Score -2944027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2944042.500000 Penalty: 5025.914062
	Iteration 20F: 3 clusters Score -2944042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2944053.000000 Penalty: 5025.914062
	Iteration 21Q: 3 clusters Score -2944053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2944053.750000 Penalty: 5025.914062
	Iteration 22Q: 3 clusters Score -2944054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2944058.500000 Penalty: 5025.914062
	Iteration 23Q: 3 clusters Score -2944058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2944063.000000 Penalty: 5025.914062
	Iteration 24Q: 3 clusters Score -2944063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2944063.750000 Penalty: 5025.914062
	Iteration 25Q: 3 clusters Score -2944064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2944065.750000 Penalty: 5025.914062
	Iteration 26Q: 3 clusters Score -2944066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2944065.750000 Penalty: 5025.914062
	Iteration 27F: 3 clusters Score -2944066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -276383.156250 Penalty: 1893.794800
	Iteration 0F: 2 clusters Score -276383.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -273972.031250 Penalty: 3787.589600
	Iteration 0F: 3 clusters Score -273972 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -275848.125000 Penalty: 3787.589600
	Iteration 1F: 3 clusters Score -275848.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -276776.156250 Penalty: 3787.589600
	Iteration 2F: 3 clusters Score -276776.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -277457.500000 Penalty: 3787.589600
	Iteration 3F: 3 clusters Score -277457.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -277776.218750 Penalty: 3787.589600
	Iteration 4F: 3 clusters Score -277776.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -277961.937500 Penalty: 3787.589600
	Iteration 5Q: 3 clusters Score -277961.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -278062.093750 Penalty: 3787.589600
	Iteration 6Q: 3 clusters Score -278062.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -278117.187500 Penalty: 3787.589600
	Iteration 7Q: 3 clusters Score -278117.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -278181.468750 Penalty: 3787.589600
	Iteration 8Q: 3 clusters Score -278181.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -278327.750000 Penalty: 3787.589600
	Iteration 9Q: 3 clusters Score -278327.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -278487.656250 Penalty: 3787.589600
	Iteration 10Q: 3 clusters Score -278487.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -278637.937500 Penalty: 3787.589600
	Iteration 11Q: 3 clusters Score -278637.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -278755.281250 Penalty: 3787.589600
	Iteration 12Q: 3 clusters Score -278755.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -278861.750000 Penalty: 3787.589600
	Iteration 13Q: 3 clusters Score -278861.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -279025.156250 Penalty: 3787.589600
	Iteration 14Q: 3 clusters Score -279025.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -279162.656250 Penalty: 3787.589600
	Iteration 15Q: 3 clusters Score -279162.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -279222.875000 Penalty: 3787.589600
	Iteration 16Q: 3 clusters Score -279222.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -279285.000000 Penalty: 3787.589600
	Iteration 17Q: 3 clusters Score -279285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -279357.718750 Penalty: 3787.589600
	Iteration 18Q: 3 clusters Score -279357.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -279375.687500 Penalty: 3787.589600
	Iteration 19Q: 3 clusters Score -279375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -279383.406250 Penalty: 3787.589600
	Iteration 20F: 3 clusters Score -279383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -279400.343750 Penalty: 3787.589600
	Iteration 21Q: 3 clusters Score -279400.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -279426.000000 Penalty: 3787.589600
	Iteration 22Q: 3 clusters Score -279426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -279485.875000 Penalty: 3787.589600
	Iteration 23Q: 3 clusters Score -279485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -279506.468750 Penalty: 3787.589600
	Iteration 24Q: 3 clusters Score -279506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -279511.593750 Penalty: 3787.589600
	Iteration 25Q: 3 clusters Score -279511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -279514.000000 Penalty: 3787.589600
	Iteration 26Q: 3 clusters Score -279514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -279519.625000 Penalty: 3787.589600
	Iteration 27Q: 3 clusters Score -279519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -279528.531250 Penalty: 3787.589600
	Iteration 28Q: 3 clusters Score -279528.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -279541.562500 Penalty: 3787.589600
	Iteration 29Q: 3 clusters Score -279541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -279554.750000 Penalty: 3787.589600
	Iteration 30Q: 3 clusters Score -279554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -279569.687500 Penalty: 3787.589600
	Iteration 31Q: 3 clusters Score -279569.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -279599.500000 Penalty: 3787.589600
	Iteration 32Q: 3 clusters Score -279599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -279615.812500 Penalty: 3787.589600
	Iteration 33Q: 3 clusters Score -279615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -279621.250000 Penalty: 3787.589600
	Iteration 34Q: 3 clusters Score -279621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -279626.000000 Penalty: 3787.589600
	Iteration 35Q: 3 clusters Score -279626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -279628.531250 Penalty: 3787.589600
	Iteration 36Q: 3 clusters Score -279628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -279630.750000 Penalty: 3787.589600
	Iteration 37Q: 3 clusters Score -279630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -279630.968750 Penalty: 3787.589600
	Iteration 38F: 3 clusters Score -279631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -279634.781250 Penalty: 3787.589600
	Iteration 39Q: 3 clusters Score -279634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -279637.968750 Penalty: 3787.589600
	Iteration 40F: 3 clusters Score -279638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -279639.937500 Penalty: 3787.589600
	Iteration 41Q: 3 clusters Score -279639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -279639.937500 Penalty: 3787.589600
	Iteration 42F: 3 clusters Score -279639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3053 members 
Mstep: Class 60 contains 1251 members 
Entering Unmasked Estep 
Score: -133755784.000000 Penalty: 208014.765625
Splitting cluster 26 changes total score from -133754360.000000 to -133755784.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 27 (6394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Entering Unmasked Estep 
Score: -754369.687500 Penalty: 2173.252441
	Iteration 0F: 2 clusters Score -754369.7 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 3243 members 
Entering Unmasked Estep 
Score: -748869.125000 Penalty: 4346.504883
	Iteration 0F: 3 clusters Score -748869.1 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -750234.687500 Penalty: 4346.504883
	Iteration 1F: 3 clusters Score -750234.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -750474.812500 Penalty: 4346.504883
	Iteration 2F: 3 clusters Score -750474.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -750614.750000 Penalty: 4346.504883
	Iteration 3F: 3 clusters Score -750614.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -750709.562500 Penalty: 4346.504883
	Iteration 4Q: 3 clusters Score -750709.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -750788.687500 Penalty: 4346.504883
	Iteration 5Q: 3 clusters Score -750788.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -750865.625000 Penalty: 4346.504883
	Iteration 6Q: 3 clusters Score -750865.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -750944.687500 Penalty: 4346.504883
	Iteration 7Q: 3 clusters Score -750944.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -751036.062500 Penalty: 4346.504883
	Iteration 8Q: 3 clusters Score -751036.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -751150.000000 Penalty: 4346.504883
	Iteration 9Q: 3 clusters Score -751150 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -751284.000000 Penalty: 4346.504883
	Iteration 10Q: 3 clusters Score -751284 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -751435.437500 Penalty: 4346.504883
	Iteration 11Q: 3 clusters Score -751435.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -751610.125000 Penalty: 4346.504883
	Iteration 12Q: 3 clusters Score -751610.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -751759.125000 Penalty: 4346.504883
	Iteration 13Q: 3 clusters Score -751759.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -751902.562500 Penalty: 4346.504883
	Iteration 14Q: 3 clusters Score -751902.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -752058.687500 Penalty: 4346.504883
	Iteration 15Q: 3 clusters Score -752058.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -752189.687500 Penalty: 4346.504883
	Iteration 16Q: 3 clusters Score -752189.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -752327.687500 Penalty: 4346.504883
	Iteration 17Q: 3 clusters Score -752327.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -752492.437500 Penalty: 4346.504883
	Iteration 18Q: 3 clusters Score -752492.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -752668.562500 Penalty: 4346.504883
	Iteration 19Q: 3 clusters Score -752668.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -752842.000000 Penalty: 4346.504883
	Iteration 20F: 3 clusters Score -752842 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -752964.625000 Penalty: 4346.504883
	Iteration 21Q: 3 clusters Score -752964.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -753042.125000 Penalty: 4346.504883
	Iteration 22Q: 3 clusters Score -753042.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -753097.500000 Penalty: 4346.504883
	Iteration 23Q: 3 clusters Score -753097.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -753145.625000 Penalty: 4346.504883
	Iteration 24Q: 3 clusters Score -753145.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -753194.687500 Penalty: 4346.504883
	Iteration 25Q: 3 clusters Score -753194.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -753251.437500 Penalty: 4346.504883
	Iteration 26Q: 3 clusters Score -753251.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -753305.500000 Penalty: 4346.504883
	Iteration 27Q: 3 clusters Score -753305.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -753345.625000 Penalty: 4346.504883
	Iteration 28Q: 3 clusters Score -753345.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -753367.000000 Penalty: 4346.504883
	Iteration 29Q: 3 clusters Score -753367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -753383.312500 Penalty: 4346.504883
	Iteration 30Q: 3 clusters Score -753383.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -753393.875000 Penalty: 4346.504883
	Iteration 31Q: 3 clusters Score -753393.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -753402.187500 Penalty: 4346.504883
	Iteration 32Q: 3 clusters Score -753402.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -753410.062500 Penalty: 4346.504883
	Iteration 33Q: 3 clusters Score -753410.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -753415.625000 Penalty: 4346.504883
	Iteration 34Q: 3 clusters Score -753415.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -753422.437500 Penalty: 4346.504883
	Iteration 35Q: 3 clusters Score -753422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -753425.687500 Penalty: 4346.504883
	Iteration 36Q: 3 clusters Score -753425.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -753428.375000 Penalty: 4346.504883
	Iteration 37Q: 3 clusters Score -753428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -753431.375000 Penalty: 4346.504883
	Iteration 38Q: 3 clusters Score -753431.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -753431.062500 Penalty: 4346.504883
	Iteration 39Q: 3 clusters Score -753431.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -753432.625000 Penalty: 4346.504883
	Iteration 40F: 3 clusters Score -753432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -753434.437500 Penalty: 4346.504883
	Iteration 41Q: 3 clusters Score -753434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -753435.250000 Penalty: 4346.504883
	Iteration 42Q: 3 clusters Score -753435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -753436.562500 Penalty: 4346.504883
	Iteration 43Q: 3 clusters Score -753436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -753437.937500 Penalty: 4346.504883
	Iteration 44Q: 3 clusters Score -753437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -753437.937500 Penalty: 4346.504883
	Iteration 45F: 3 clusters Score -753437.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Entering Unmasked Estep 
Score: -2127318.750000 Penalty: 2433.084229
	Iteration 0F: 2 clusters Score -2127319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2114426.500000 Penalty: 4866.168457
	Iteration 0F: 3 clusters Score -2114426 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2118694.000000 Penalty: 4866.168457
	Iteration 1F: 3 clusters Score -2118694 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2119071.000000 Penalty: 4866.168457
	Iteration 2F: 3 clusters Score -2119071 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2119397.500000 Penalty: 4866.168457
	Iteration 3Q: 3 clusters Score -2119398 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2119721.500000 Penalty: 4866.168457
	Iteration 4Q: 3 clusters Score -2119722 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2120139.750000 Penalty: 4866.168457
	Iteration 5Q: 3 clusters Score -2120140 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2120799.500000 Penalty: 4866.168457
	Iteration 6F: 3 clusters Score -2120800 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2121515.000000 Penalty: 4866.168457
	Iteration 7F: 3 clusters Score -2121515 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2122284.000000 Penalty: 4866.168457
	Iteration 8F: 3 clusters Score -2122284 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2123181.500000 Penalty: 4866.168457
	Iteration 9F: 3 clusters Score -2123182 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2124237.250000 Penalty: 4866.168457
	Iteration 10F: 3 clusters Score -2124237 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2125254.750000 Penalty: 4866.168457
	Iteration 11F: 3 clusters Score -2125255 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2126120.000000 Penalty: 4866.168457
	Iteration 12Q: 3 clusters Score -2126120 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2126564.250000 Penalty: 4866.168457
	Iteration 13Q: 3 clusters Score -2126564 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2126757.750000 Penalty: 4866.168457
	Iteration 14Q: 3 clusters Score -2126758 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2126849.500000 Penalty: 4866.168457
	Iteration 15Q: 3 clusters Score -2126850 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2126901.000000 Penalty: 4866.168457
	Iteration 16Q: 3 clusters Score -2126901 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2126922.250000 Penalty: 4866.168457
	Iteration 17Q: 3 clusters Score -2126922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2126934.250000 Penalty: 4866.168457
	Iteration 18Q: 3 clusters Score -2126934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2126940.250000 Penalty: 4866.168457
	Iteration 19Q: 3 clusters Score -2126940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2126943.500000 Penalty: 4866.168457
	Iteration 20F: 3 clusters Score -2126944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2126945.250000 Penalty: 4866.168457
	Iteration 21Q: 3 clusters Score -2126945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2126946.500000 Penalty: 4866.168457
	Iteration 22Q: 3 clusters Score -2126946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2126947.250000 Penalty: 4866.168457
	Iteration 23Q: 3 clusters Score -2126947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2126952.250000 Penalty: 4866.168457
	Iteration 24Q: 3 clusters Score -2126952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2126953.250000 Penalty: 4866.168457
	Iteration 25Q: 3 clusters Score -2126953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2126949.000000 Penalty: 4866.168457
	Iteration 26Q: 3 clusters Score -2126949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2126952.250000 Penalty: 4866.168457
	Iteration 27Q: 3 clusters Score -2126952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2126952.500000 Penalty: 4866.168457
	Iteration 28Q: 3 clusters Score -2126952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2126959.500000 Penalty: 4866.168457
	Iteration 29Q: 3 clusters Score -2126960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2126959.500000 Penalty: 4866.168457
	Iteration 30Q: 3 clusters Score -2126960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2126959.500000 Penalty: 4866.168457
	Iteration 31Q: 3 clusters Score -2126960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2126957.500000 Penalty: 4866.168457
	Iteration 32Q: 3 clusters Score -2126958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2126956.250000 Penalty: 4866.168457
	Iteration 33Q: 3 clusters Score -2126956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2126956.000000 Penalty: 4866.168457
	Iteration 34Q: 3 clusters Score -2126956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2126954.000000 Penalty: 4866.168457
	Iteration 35Q: 3 clusters Score -2126954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2126957.000000 Penalty: 4866.168457
	Iteration 36Q: 3 clusters Score -2126957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2126957.000000 Penalty: 4866.168457
	Iteration 37F: 3 clusters Score -2126957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Entering Unmasked Estep 
Score: -2069164.000000 Penalty: 2422.523438
	Iteration 0F: 2 clusters Score -2069164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2056790.875000 Penalty: 4845.046875
	Iteration 0F: 3 clusters Score -2056791 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2060874.375000 Penalty: 4845.046875
	Iteration 1F: 3 clusters Score -2060874 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2061383.125000 Penalty: 4845.046875
	Iteration 2F: 3 clusters Score -2061383 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2061954.750000 Penalty: 4845.046875
	Iteration 3F: 3 clusters Score -2061955 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2062526.125000 Penalty: 4845.046875
	Iteration 4F: 3 clusters Score -2062526 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2063171.000000 Penalty: 4845.046875
	Iteration 5F: 3 clusters Score -2063171 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2063764.625000 Penalty: 4845.046875
	Iteration 6F: 3 clusters Score -2063765 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2064289.500000 Penalty: 4845.046875
	Iteration 7F: 3 clusters Score -2064290 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2064742.250000 Penalty: 4845.046875
	Iteration 8Q: 3 clusters Score -2064742 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2065039.500000 Penalty: 4845.046875
	Iteration 9Q: 3 clusters Score -2065040 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2065248.750000 Penalty: 4845.046875
	Iteration 10Q: 3 clusters Score -2065249 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2065444.750000 Penalty: 4845.046875
	Iteration 11Q: 3 clusters Score -2065445 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2065625.875000 Penalty: 4845.046875
	Iteration 12Q: 3 clusters Score -2065626 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2065772.250000 Penalty: 4845.046875
	Iteration 13Q: 3 clusters Score -2065772 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2065882.375000 Penalty: 4845.046875
	Iteration 14Q: 3 clusters Score -2065882 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2065996.500000 Penalty: 4845.046875
	Iteration 15Q: 3 clusters Score -2065996 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2066093.875000 Penalty: 4845.046875
	Iteration 16Q: 3 clusters Score -2066094 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2066184.750000 Penalty: 4845.046875
	Iteration 17Q: 3 clusters Score -2066185 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2066261.625000 Penalty: 4845.046875
	Iteration 18Q: 3 clusters Score -2066262 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2066336.625000 Penalty: 4845.046875
	Iteration 19Q: 3 clusters Score -2066337 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2066407.875000 Penalty: 4845.046875
	Iteration 20F: 3 clusters Score -2066408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2066492.500000 Penalty: 4845.046875
	Iteration 21Q: 3 clusters Score -2066492 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2066583.000000 Penalty: 4845.046875
	Iteration 22Q: 3 clusters Score -2066583 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2066668.625000 Penalty: 4845.046875
	Iteration 23Q: 3 clusters Score -2066669 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2066739.875000 Penalty: 4845.046875
	Iteration 24Q: 3 clusters Score -2066740 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2066809.375000 Penalty: 4845.046875
	Iteration 25Q: 3 clusters Score -2066809 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2066856.500000 Penalty: 4845.046875
	Iteration 26Q: 3 clusters Score -2066856 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2066887.625000 Penalty: 4845.046875
	Iteration 27Q: 3 clusters Score -2066888 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2066903.750000 Penalty: 4845.046875
	Iteration 28Q: 3 clusters Score -2066904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2066916.250000 Penalty: 4845.046875
	Iteration 29Q: 3 clusters Score -2066916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2066940.250000 Penalty: 4845.046875
	Iteration 30Q: 3 clusters Score -2066940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2066958.000000 Penalty: 4845.046875
	Iteration 31Q: 3 clusters Score -2066958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2066974.250000 Penalty: 4845.046875
	Iteration 32Q: 3 clusters Score -2066974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2066988.875000 Penalty: 4845.046875
	Iteration 33Q: 3 clusters Score -2066989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2066998.000000 Penalty: 4845.046875
	Iteration 34Q: 3 clusters Score -2066998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2067010.250000 Penalty: 4845.046875
	Iteration 35Q: 3 clusters Score -2067010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2067020.625000 Penalty: 4845.046875
	Iteration 36Q: 3 clusters Score -2067021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2067026.375000 Penalty: 4845.046875
	Iteration 37Q: 3 clusters Score -2067026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2067031.875000 Penalty: 4845.046875
	Iteration 38Q: 3 clusters Score -2067032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2067035.250000 Penalty: 4845.046875
	Iteration 39Q: 3 clusters Score -2067035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2067034.875000 Penalty: 4845.046875
	Iteration 40F: 3 clusters Score -2067035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2067045.125000 Penalty: 4845.046875
	Iteration 41Q: 3 clusters Score -2067045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2067048.750000 Penalty: 4845.046875
	Iteration 42Q: 3 clusters Score -2067049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2067058.625000 Penalty: 4845.046875
	Iteration 43Q: 3 clusters Score -2067059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2067059.500000 Penalty: 4845.046875
	Iteration 44Q: 3 clusters Score -2067060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2067063.375000 Penalty: 4845.046875
	Iteration 45Q: 3 clusters Score -2067063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2067063.500000 Penalty: 4845.046875
	Iteration 46Q: 3 clusters Score -2067064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2067067.250000 Penalty: 4845.046875
	Iteration 47Q: 3 clusters Score -2067067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2067072.500000 Penalty: 4845.046875
	Iteration 48Q: 3 clusters Score -2067072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2067071.750000 Penalty: 4845.046875
	Iteration 49Q: 3 clusters Score -2067072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2067080.125000 Penalty: 4845.046875
	Iteration 50Q: 3 clusters Score -2067080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2067078.625000 Penalty: 4845.046875
	Iteration 51Q: 3 clusters Score -2067079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2067084.750000 Penalty: 4845.046875
	Iteration 52Q: 3 clusters Score -2067085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2067088.000000 Penalty: 4845.046875
	Iteration 53Q: 3 clusters Score -2067088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2067086.625000 Penalty: 4845.046875
	Iteration 54Q: 3 clusters Score -2067087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2067088.250000 Penalty: 4845.046875
	Iteration 55Q: 3 clusters Score -2067088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2067089.375000 Penalty: 4845.046875
	Iteration 56Q: 3 clusters Score -2067089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2067089.375000 Penalty: 4845.046875
	Iteration 57F: 3 clusters Score -2067089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -574391.937500 Penalty: 2108.817627
	Iteration 0F: 2 clusters Score -574391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -569922.750000 Penalty: 4217.635254
	Iteration 0F: 3 clusters Score -569922.8 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -571014.937500 Penalty: 4217.635254
	Iteration 1F: 3 clusters Score -571014.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -571227.812500 Penalty: 4217.635254
	Iteration 2F: 3 clusters Score -571227.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -571370.125000 Penalty: 4217.635254
	Iteration 3Q: 3 clusters Score -571370.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -571470.875000 Penalty: 4217.635254
	Iteration 4Q: 3 clusters Score -571470.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -571549.750000 Penalty: 4217.635254
	Iteration 5Q: 3 clusters Score -571549.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -571631.125000 Penalty: 4217.635254
	Iteration 6Q: 3 clusters Score -571631.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -571729.437500 Penalty: 4217.635254
	Iteration 7Q: 3 clusters Score -571729.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -571820.000000 Penalty: 4217.635254
	Iteration 8Q: 3 clusters Score -571820 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -571938.625000 Penalty: 4217.635254
	Iteration 9Q: 3 clusters Score -571938.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -572055.125000 Penalty: 4217.635254
	Iteration 10Q: 3 clusters Score -572055.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -572161.562500 Penalty: 4217.635254
	Iteration 11Q: 3 clusters Score -572161.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -572252.687500 Penalty: 4217.635254
	Iteration 12Q: 3 clusters Score -572252.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -572330.250000 Penalty: 4217.635254
	Iteration 13Q: 3 clusters Score -572330.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -572411.687500 Penalty: 4217.635254
	Iteration 14Q: 3 clusters Score -572411.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -572504.812500 Penalty: 4217.635254
	Iteration 15Q: 3 clusters Score -572504.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -572573.750000 Penalty: 4217.635254
	Iteration 16Q: 3 clusters Score -572573.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -572637.937500 Penalty: 4217.635254
	Iteration 17Q: 3 clusters Score -572637.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -572712.000000 Penalty: 4217.635254
	Iteration 18Q: 3 clusters Score -572712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -572781.125000 Penalty: 4217.635254
	Iteration 19Q: 3 clusters Score -572781.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -572836.062500 Penalty: 4217.635254
	Iteration 20F: 3 clusters Score -572836.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -572892.437500 Penalty: 4217.635254
	Iteration 21Q: 3 clusters Score -572892.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -572941.750000 Penalty: 4217.635254
	Iteration 22Q: 3 clusters Score -572941.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -572987.812500 Penalty: 4217.635254
	Iteration 23Q: 3 clusters Score -572987.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -573030.625000 Penalty: 4217.635254
	Iteration 24Q: 3 clusters Score -573030.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -573064.062500 Penalty: 4217.635254
	Iteration 25Q: 3 clusters Score -573064.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -573078.625000 Penalty: 4217.635254
	Iteration 26Q: 3 clusters Score -573078.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -573087.937500 Penalty: 4217.635254
	Iteration 27Q: 3 clusters Score -573087.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -573091.625000 Penalty: 4217.635254
	Iteration 28Q: 3 clusters Score -573091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -573092.625000 Penalty: 4217.635254
	Iteration 29Q: 3 clusters Score -573092.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -573098.875000 Penalty: 4217.635254
	Iteration 30Q: 3 clusters Score -573098.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -573103.687500 Penalty: 4217.635254
	Iteration 31Q: 3 clusters Score -573103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -573105.437500 Penalty: 4217.635254
	Iteration 32Q: 3 clusters Score -573105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -573109.437500 Penalty: 4217.635254
	Iteration 33Q: 3 clusters Score -573109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -573111.500000 Penalty: 4217.635254
	Iteration 34Q: 3 clusters Score -573111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -573112.812500 Penalty: 4217.635254
	Iteration 35Q: 3 clusters Score -573112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -573112.187500 Penalty: 4217.635254
	Iteration 36Q: 3 clusters Score -573112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -573112.187500 Penalty: 4217.635254
	Iteration 37F: 3 clusters Score -573112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -733658.375000 Penalty: 2162.431152
	Iteration 0F: 2 clusters Score -733658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -728447.812500 Penalty: 4324.862305
	Iteration 0F: 3 clusters Score -728447.8 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -729717.062500 Penalty: 4324.862305
	Iteration 1F: 3 clusters Score -729717.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -729944.625000 Penalty: 4324.862305
	Iteration 2F: 3 clusters Score -729944.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -730075.625000 Penalty: 4324.862305
	Iteration 3Q: 3 clusters Score -730075.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -730176.750000 Penalty: 4324.862305
	Iteration 4Q: 3 clusters Score -730176.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -730259.312500 Penalty: 4324.862305
	Iteration 5Q: 3 clusters Score -730259.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -730328.250000 Penalty: 4324.862305
	Iteration 6Q: 3 clusters Score -730328.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -730391.750000 Penalty: 4324.862305
	Iteration 7Q: 3 clusters Score -730391.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -730455.562500 Penalty: 4324.862305
	Iteration 8Q: 3 clusters Score -730455.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -730528.687500 Penalty: 4324.862305
	Iteration 9Q: 3 clusters Score -730528.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -730603.500000 Penalty: 4324.862305
	Iteration 10Q: 3 clusters Score -730603.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -730693.437500 Penalty: 4324.862305
	Iteration 11Q: 3 clusters Score -730693.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -730787.125000 Penalty: 4324.862305
	Iteration 12Q: 3 clusters Score -730787.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -730890.437500 Penalty: 4324.862305
	Iteration 13Q: 3 clusters Score -730890.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -730991.750000 Penalty: 4324.862305
	Iteration 14Q: 3 clusters Score -730991.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -731070.625000 Penalty: 4324.862305
	Iteration 15Q: 3 clusters Score -731070.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -731137.187500 Penalty: 4324.862305
	Iteration 16Q: 3 clusters Score -731137.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -731204.312500 Penalty: 4324.862305
	Iteration 17Q: 3 clusters Score -731204.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -731263.250000 Penalty: 4324.862305
	Iteration 18Q: 3 clusters Score -731263.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -731308.500000 Penalty: 4324.862305
	Iteration 19Q: 3 clusters Score -731308.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -731350.000000 Penalty: 4324.862305
	Iteration 20F: 3 clusters Score -731350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -731394.437500 Penalty: 4324.862305
	Iteration 21Q: 3 clusters Score -731394.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -731434.937500 Penalty: 4324.862305
	Iteration 22Q: 3 clusters Score -731434.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -731465.000000 Penalty: 4324.862305
	Iteration 23Q: 3 clusters Score -731465 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -731489.187500 Penalty: 4324.862305
	Iteration 24Q: 3 clusters Score -731489.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -731512.687500 Penalty: 4324.862305
	Iteration 25Q: 3 clusters Score -731512.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -731532.500000 Penalty: 4324.862305
	Iteration 26Q: 3 clusters Score -731532.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -731548.375000 Penalty: 4324.862305
	Iteration 27Q: 3 clusters Score -731548.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -731568.625000 Penalty: 4324.862305
	Iteration 28Q: 3 clusters Score -731568.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -731589.375000 Penalty: 4324.862305
	Iteration 29Q: 3 clusters Score -731589.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -731606.875000 Penalty: 4324.862305
	Iteration 30Q: 3 clusters Score -731606.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -731628.812500 Penalty: 4324.862305
	Iteration 31Q: 3 clusters Score -731628.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -731647.062500 Penalty: 4324.862305
	Iteration 32Q: 3 clusters Score -731647.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -731666.437500 Penalty: 4324.862305
	Iteration 33Q: 3 clusters Score -731666.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -731690.562500 Penalty: 4324.862305
	Iteration 34Q: 3 clusters Score -731690.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -731710.250000 Penalty: 4324.862305
	Iteration 35Q: 3 clusters Score -731710.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -731730.437500 Penalty: 4324.862305
	Iteration 36Q: 3 clusters Score -731730.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -731744.687500 Penalty: 4324.862305
	Iteration 37Q: 3 clusters Score -731744.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -731753.312500 Penalty: 4324.862305
	Iteration 38Q: 3 clusters Score -731753.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -731764.312500 Penalty: 4324.862305
	Iteration 39Q: 3 clusters Score -731764.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -731775.812500 Penalty: 4324.862305
	Iteration 40F: 3 clusters Score -731775.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -731791.687500 Penalty: 4324.862305
	Iteration 41Q: 3 clusters Score -731791.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -731801.437500 Penalty: 4324.862305
	Iteration 42Q: 3 clusters Score -731801.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -731809.125000 Penalty: 4324.862305
	Iteration 43Q: 3 clusters Score -731809.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -731817.375000 Penalty: 4324.862305
	Iteration 44Q: 3 clusters Score -731817.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -731822.312500 Penalty: 4324.862305
	Iteration 45Q: 3 clusters Score -731822.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -731829.750000 Penalty: 4324.862305
	Iteration 46Q: 3 clusters Score -731829.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -731837.000000 Penalty: 4324.862305
	Iteration 47Q: 3 clusters Score -731837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -731846.187500 Penalty: 4324.862305
	Iteration 48Q: 3 clusters Score -731846.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -731850.937500 Penalty: 4324.862305
	Iteration 49Q: 3 clusters Score -731850.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -731853.625000 Penalty: 4324.862305
	Iteration 50Q: 3 clusters Score -731853.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -731854.500000 Penalty: 4324.862305
	Iteration 51Q: 3 clusters Score -731854.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -731857.125000 Penalty: 4324.862305
	Iteration 52Q: 3 clusters Score -731857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -731857.375000 Penalty: 4324.862305
	Iteration 53Q: 3 clusters Score -731857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -731856.750000 Penalty: 4324.862305
	Iteration 54Q: 3 clusters Score -731856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -731858.500000 Penalty: 4324.862305
	Iteration 55Q: 3 clusters Score -731858.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -731858.500000 Penalty: 4324.862305
	Iteration 56F: 3 clusters Score -731858.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Entering Unmasked Estep 
Score: -950045.687500 Penalty: 2228.048584
	Iteration 0F: 2 clusters Score -950045.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -943626.937500 Penalty: 4456.097168
	Iteration 0F: 3 clusters Score -943626.9 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -945306.062500 Penalty: 4456.097168
	Iteration 1F: 3 clusters Score -945306.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -945558.750000 Penalty: 4456.097168
	Iteration 2F: 3 clusters Score -945558.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -945734.812500 Penalty: 4456.097168
	Iteration 3F: 3 clusters Score -945734.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -945859.812500 Penalty: 4456.097168
	Iteration 4Q: 3 clusters Score -945859.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -945936.250000 Penalty: 4456.097168
	Iteration 5Q: 3 clusters Score -945936.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -945993.375000 Penalty: 4456.097168
	Iteration 6Q: 3 clusters Score -945993.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -946036.875000 Penalty: 4456.097168
	Iteration 7Q: 3 clusters Score -946036.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -946072.937500 Penalty: 4456.097168
	Iteration 8Q: 3 clusters Score -946072.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -946109.937500 Penalty: 4456.097168
	Iteration 9Q: 3 clusters Score -946109.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -946133.625000 Penalty: 4456.097168
	Iteration 10Q: 3 clusters Score -946133.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -946164.187500 Penalty: 4456.097168
	Iteration 11Q: 3 clusters Score -946164.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -946190.500000 Penalty: 4456.097168
	Iteration 12Q: 3 clusters Score -946190.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -946214.000000 Penalty: 4456.097168
	Iteration 13Q: 3 clusters Score -946214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -946233.000000 Penalty: 4456.097168
	Iteration 14Q: 3 clusters Score -946233 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -946259.125000 Penalty: 4456.097168
	Iteration 15Q: 3 clusters Score -946259.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -946286.062500 Penalty: 4456.097168
	Iteration 16Q: 3 clusters Score -946286.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -946323.750000 Penalty: 4456.097168
	Iteration 17Q: 3 clusters Score -946323.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -946361.125000 Penalty: 4456.097168
	Iteration 18Q: 3 clusters Score -946361.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -946412.500000 Penalty: 4456.097168
	Iteration 19Q: 3 clusters Score -946412.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -946464.437500 Penalty: 4456.097168
	Iteration 20F: 3 clusters Score -946464.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -946518.500000 Penalty: 4456.097168
	Iteration 21Q: 3 clusters Score -946518.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -946581.312500 Penalty: 4456.097168
	Iteration 22Q: 3 clusters Score -946581.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -946657.500000 Penalty: 4456.097168
	Iteration 23Q: 3 clusters Score -946657.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -946737.437500 Penalty: 4456.097168
	Iteration 24Q: 3 clusters Score -946737.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -946832.062500 Penalty: 4456.097168
	Iteration 25Q: 3 clusters Score -946832.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -946935.937500 Penalty: 4456.097168
	Iteration 26Q: 3 clusters Score -946935.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -947055.625000 Penalty: 4456.097168
	Iteration 27Q: 3 clusters Score -947055.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -947190.812500 Penalty: 4456.097168
	Iteration 28Q: 3 clusters Score -947190.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -947348.375000 Penalty: 4456.097168
	Iteration 29Q: 3 clusters Score -947348.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -947494.375000 Penalty: 4456.097168
	Iteration 30Q: 3 clusters Score -947494.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -947610.250000 Penalty: 4456.097168
	Iteration 31Q: 3 clusters Score -947610.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -947723.937500 Penalty: 4456.097168
	Iteration 32Q: 3 clusters Score -947723.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -947823.875000 Penalty: 4456.097168
	Iteration 33Q: 3 clusters Score -947823.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -947906.625000 Penalty: 4456.097168
	Iteration 34Q: 3 clusters Score -947906.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -947955.125000 Penalty: 4456.097168
	Iteration 35Q: 3 clusters Score -947955.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -947989.812500 Penalty: 4456.097168
	Iteration 36Q: 3 clusters Score -947989.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -948011.187500 Penalty: 4456.097168
	Iteration 37Q: 3 clusters Score -948011.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -948024.875000 Penalty: 4456.097168
	Iteration 38Q: 3 clusters Score -948024.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -948048.625000 Penalty: 4456.097168
	Iteration 39Q: 3 clusters Score -948048.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -948064.062500 Penalty: 4456.097168
	Iteration 40F: 3 clusters Score -948064.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -948075.250000 Penalty: 4456.097168
	Iteration 41Q: 3 clusters Score -948075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -948082.500000 Penalty: 4456.097168
	Iteration 42Q: 3 clusters Score -948082.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -948092.125000 Penalty: 4456.097168
	Iteration 43Q: 3 clusters Score -948092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -948100.187500 Penalty: 4456.097168
	Iteration 44Q: 3 clusters Score -948100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -948104.750000 Penalty: 4456.097168
	Iteration 45Q: 3 clusters Score -948104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -948111.437500 Penalty: 4456.097168
	Iteration 46Q: 3 clusters Score -948111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -948116.250000 Penalty: 4456.097168
	Iteration 47Q: 3 clusters Score -948116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -948122.875000 Penalty: 4456.097168
	Iteration 48Q: 3 clusters Score -948122.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -948132.125000 Penalty: 4456.097168
	Iteration 49Q: 3 clusters Score -948132.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -948141.062500 Penalty: 4456.097168
	Iteration 50Q: 3 clusters Score -948141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -948145.125000 Penalty: 4456.097168
	Iteration 51Q: 3 clusters Score -948145.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -948149.062500 Penalty: 4456.097168
	Iteration 52Q: 3 clusters Score -948149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -948150.375000 Penalty: 4456.097168
	Iteration 53Q: 3 clusters Score -948150.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -948150.937500 Penalty: 4456.097168
	Iteration 54Q: 3 clusters Score -948150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -948150.687500 Penalty: 4456.097168
	Iteration 55Q: 3 clusters Score -948150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -948152.437500 Penalty: 4456.097168
	Iteration 56Q: 3 clusters Score -948152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -948152.437500 Penalty: 4456.097168
	Iteration 57F: 3 clusters Score -948152.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -64650.398438 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -64650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63191.187500 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -63191.19 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63392.035156 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -63392.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63492.277344 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -63492.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63596.425781 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -63596.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63803.480469 Penalty: 3045.382812
	Iteration 4F: 3 clusters Score -63803.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -64046.363281 Penalty: 3045.382812
	Iteration 5F: 3 clusters Score -64046.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64422.644531 Penalty: 3045.382812
	Iteration 6F: 3 clusters Score -64422.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -64664.832031 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -64664.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64823.890625 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -64823.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65014.832031 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -65014.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65099.929688 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -65099.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65175.230469 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -65175.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65211.476562 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -65211.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65220.281250 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -65220.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65242.039062 Penalty: 3045.382812
	Iteration 14Q: 3 clusters Score -65242.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65268.597656 Penalty: 3045.382812
	Iteration 15Q: 3 clusters Score -65268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65268.597656 Penalty: 3045.382812
	Iteration 16F: 3 clusters Score -65268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 209 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3053 members 
Mstep: Class 60 contains 1251 members 
Mstep: Class 61 contains 255 members 
Entering Unmasked Estep 
Score: -133754488.000000 Penalty: 211481.671875
Splitting cluster 33 changes total score from -133754360.000000 to -133754488.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 34 (51537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Entering Unmasked Estep 
Score: -6019851.000000 Penalty: 2690.813721
	Iteration 0F: 2 clusters Score -6019851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -5984899.000000 Penalty: 5381.627441
	Iteration 0F: 3 clusters Score -5984899 nChanged 23742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -5998227.000000 Penalty: 5381.627441
	Iteration 1F: 3 clusters Score -5998227 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -5998814.000000 Penalty: 5381.627441
	Iteration 2Q: 3 clusters Score -5998814 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -5999432.500000 Penalty: 5381.627441
	Iteration 3Q: 3 clusters Score -5999432 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -6000455.500000 Penalty: 5381.627441
	Iteration 4Q: 3 clusters Score -6000456 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -6001947.000000 Penalty: 5381.627441
	Iteration 5Q: 3 clusters Score -6001947 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -6003926.000000 Penalty: 5381.627441
	Iteration 6F: 3 clusters Score -6003926 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -6006365.500000 Penalty: 5381.627441
	Iteration 7F: 3 clusters Score -6006366 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -6008779.000000 Penalty: 5381.627441
	Iteration 8F: 3 clusters Score -6008779 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -6010728.500000 Penalty: 5381.627441
	Iteration 9F: 3 clusters Score -6010728 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -6012090.500000 Penalty: 5381.627441
	Iteration 10F: 3 clusters Score -6012090 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -6012938.000000 Penalty: 5381.627441
	Iteration 11Q: 3 clusters Score -6012938 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6013404 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6013763 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -6013970.000000 Penalty: 5381.627441
	Iteration 14Q: 3 clusters Score -6013970 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -6014146.000000 Penalty: 5381.627441
	Iteration 15Q: 3 clusters Score -6014146 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -6014249.500000 Penalty: 5381.627441
	Iteration 16Q: 3 clusters Score -6014250 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -6014351.000000 Penalty: 5381.627441
	Iteration 17Q: 3 clusters Score -6014351 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -6014416.500000 Penalty: 5381.627441
	Iteration 18Q: 3 clusters Score -6014416 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -6014479.500000 Penalty: 5381.627441
	Iteration 19Q: 3 clusters Score -6014480 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -6014573.000000 Penalty: 5381.627441
	Iteration 20F: 3 clusters Score -6014573 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -6014625.000000 Penalty: 5381.627441
	Iteration 21Q: 3 clusters Score -6014625 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -6014676.500000 Penalty: 5381.627441
	Iteration 22Q: 3 clusters Score -6014676 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -6014718.000000 Penalty: 5381.627441
	Iteration 23Q: 3 clusters Score -6014718 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -6014766.500000 Penalty: 5381.627441
	Iteration 24Q: 3 clusters Score -6014766 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -6014788.000000 Penalty: 5381.627441
	Iteration 25Q: 3 clusters Score -6014788 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -6014819.000000 Penalty: 5381.627441
	Iteration 26Q: 3 clusters Score -6014819 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -6014884.000000 Penalty: 5381.627441
	Iteration 27Q: 3 clusters Score -6014884 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -6014930.000000 Penalty: 5381.627441
	Iteration 28Q: 3 clusters Score -6014930 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -6014984.500000 Penalty: 5381.627441
	Iteration 29Q: 3 clusters Score -6014984 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -6015043.000000 Penalty: 5381.627441
	Iteration 30Q: 3 clusters Score -6015043 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -6015159.000000 Penalty: 5381.627441
	Iteration 31Q: 3 clusters Score -6015159 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -6015322.500000 Penalty: 5381.627441
	Iteration 32Q: 3 clusters Score -6015322 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -6015502.000000 Penalty: 5381.627441
	Iteration 33Q: 3 clusters Score -6015502 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -6015688.500000 Penalty: 5381.627441
	Iteration 34Q: 3 clusters Score -6015688 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -6015886.500000 Penalty: 5381.627441
	Iteration 35Q: 3 clusters Score -6015886 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -6016096.000000 Penalty: 5381.627441
	Iteration 36Q: 3 clusters Score -6016096 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -6016311.500000 Penalty: 5381.627441
	Iteration 37Q: 3 clusters Score -6016312 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -6016505.500000 Penalty: 5381.627441
	Iteration 38Q: 3 clusters Score -6016506 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -6016690.500000 Penalty: 5381.627441
	Iteration 39Q: 3 clusters Score -6016690 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -6016883.000000 Penalty: 5381.627441
	Iteration 40F: 3 clusters Score -6016883 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -6017042.500000 Penalty: 5381.627441
	Iteration 41Q: 3 clusters Score -6017042 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -6017186.500000 Penalty: 5381.627441
	Iteration 42Q: 3 clusters Score -6017186 nChanged 535
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -6017322.000000 Penalty: 5381.627441
	Iteration 43Q: 3 clusters Score -6017322 nChanged 531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -6017479.000000 Penalty: 5381.627441
	Iteration 44Q: 3 clusters Score -6017479 nChanged 560
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -6017622.500000 Penalty: 5381.627441
	Iteration 45Q: 3 clusters Score -6017622 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -6017717.500000 Penalty: 5381.627441
	Iteration 46Q: 3 clusters Score -6017718 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -6017837.000000 Penalty: 5381.627441
	Iteration 47Q: 3 clusters Score -6017837 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -6017955.000000 Penalty: 5381.627441
	Iteration 48Q: 3 clusters Score -6017955 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -6018075.500000 Penalty: 5381.627441
	Iteration 49Q: 3 clusters Score -6018076 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -6018208.000000 Penalty: 5381.627441
	Iteration 50Q: 3 clusters Score -6018208 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -6018284.500000 Penalty: 5381.627441
	Iteration 51Q: 3 clusters Score -6018284 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -6018333.000000 Penalty: 5381.627441
	Iteration 52Q: 3 clusters Score -6018333 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -6018402.000000 Penalty: 5381.627441
	Iteration 53Q: 3 clusters Score -6018402 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -6018499.000000 Penalty: 5381.627441
	Iteration 54Q: 3 clusters Score -6018499 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -6018548.500000 Penalty: 5381.627441
	Iteration 55Q: 3 clusters Score -6018548 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -6018621.500000 Penalty: 5381.627441
	Iteration 56Q: 3 clusters Score -6018622 nChanged 346
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Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -6018726.000000 Penalty: 5381.627441
	Iteration 57Q: 3 clusters Score -6018726 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -6018830.000000 Penalty: 5381.627441
	Iteration 58Q: 3 clusters Score -6018830 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -6018901.500000 Penalty: 5381.627441
	Iteration 59Q: 3 clusters Score -6018902 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -6018978.000000 Penalty: 5381.627441
	Iteration 60F: 3 clusters Score -6018978 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -6019057.000000 Penalty: 5381.627441
	Iteration 61Q: 3 clusters Score -6019057 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -6019129.500000 Penalty: 5381.627441
	Iteration 62Q: 3 clusters Score -6019130 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -6019188.000000 Penalty: 5381.627441
	Iteration 63Q: 3 clusters Score -6019188 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -6019224.500000 Penalty: 5381.627441
	Iteration 64Q: 3 clusters Score -6019224 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -6019289.500000 Penalty: 5381.627441
	Iteration 65Q: 3 clusters Score -6019290 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -6019354.000000 Penalty: 5381.627441
	Iteration 66Q: 3 clusters Score -6019354 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -6019384.500000 Penalty: 5381.627441
	Iteration 67Q: 3 clusters Score -6019384 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -6019417.500000 Penalty: 5381.627441
	Iteration 68Q: 3 clusters Score -6019418 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -6019440.500000 Penalty: 5381.627441
	Iteration 69Q: 3 clusters Score -6019440 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6019468 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -6019481.500000 Penalty: 5381.627441
	Iteration 71Q: 3 clusters Score -6019482 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -6019501.500000 Penalty: 5381.627441
	Iteration 72Q: 3 clusters Score -6019502 nChanged 119
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Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -6019520.000000 Penalty: 5381.627441
	Iteration 73Q: 3 clusters Score -6019520 nChanged 121
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Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -6019537.500000 Penalty: 5381.627441
	Iteration 74Q: 3 clusters Score -6019538 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -6019573.500000 Penalty: 5381.627441
	Iteration 75Q: 3 clusters Score -6019574 nChanged 113
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Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6019596 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -6019606.000000 Penalty: 5381.627441
	Iteration 77Q: 3 clusters Score -6019606 nChanged 108
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Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -6019627.000000 Penalty: 5381.627441
	Iteration 78Q: 3 clusters Score -6019627 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6019635.500000 Penalty: 5381.627441
	Iteration 79Q: 3 clusters Score -6019636 nChanged 93
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Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -6019644.500000 Penalty: 5381.627441
	Iteration 80F: 3 clusters Score -6019644 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -6019655.500000 Penalty: 5381.627441
	Iteration 81Q: 3 clusters Score -6019656 nChanged 76
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Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -6019682.500000 Penalty: 5381.627441
	Iteration 82Q: 3 clusters Score -6019682 nChanged 55
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Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -6019676.000000 Penalty: 5381.627441
	Iteration 83Q: 3 clusters Score -6019676 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -6019689.000000 Penalty: 5381.627441
	Iteration 84Q: 3 clusters Score -6019689 nChanged 54
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Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -6019684.500000 Penalty: 5381.627441
	Iteration 85Q: 3 clusters Score -6019684 nChanged 61
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Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6019683.000000 Penalty: 5381.627441
	Iteration 86Q: 3 clusters Score -6019683 nChanged 49
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Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6019688 nChanged 43
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Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -6019693.500000 Penalty: 5381.627441
	Iteration 88Q: 3 clusters Score -6019694 nChanged 51
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Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -6019691.000000 Penalty: 5381.627441
	Iteration 89Q: 3 clusters Score -6019691 nChanged 42
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Mstep: Class 1 contains 5313 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6019683 nChanged 46
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Mstep: Class 1 contains 5267 members 
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Entering Unmasked Estep 
Score: -6019709.000000 Penalty: 5381.627441
	Iteration 91Q: 3 clusters Score -6019709 nChanged 41
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Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -6019711.000000 Penalty: 5381.627441
	Iteration 92Q: 3 clusters Score -6019711 nChanged 35
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Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -6019712.500000 Penalty: 5381.627441
	Iteration 93Q: 3 clusters Score -6019712 nChanged 28
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Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -6019725.000000 Penalty: 5381.627441
	Iteration 94Q: 3 clusters Score -6019725 nChanged 32
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Mstep: Class 1 contains 5135 members 
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Entering Unmasked Estep 
Score: -6019731.500000 Penalty: 5381.627441
	Iteration 95Q: 3 clusters Score -6019732 nChanged 38
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Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6019726 nChanged 43
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Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6019726 nChanged 37
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Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -6019737.500000 Penalty: 5381.627441
	Iteration 98Q: 3 clusters Score -6019738 nChanged 27
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Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -6019740.000000 Penalty: 5381.627441
	Iteration 99Q: 3 clusters Score -6019740 nChanged 21
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Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -6019745.000000 Penalty: 5381.627441
	Iteration 100F: 3 clusters Score -6019745 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -6019751.000000 Penalty: 5381.627441
	Iteration 101Q: 3 clusters Score -6019751 nChanged 18
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Entering Unmasked Estep 
Score: -6019759.000000 Penalty: 5381.627441
	Iteration 102Q: 3 clusters Score -6019759 nChanged 17
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Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -6019750.000000 Penalty: 5381.627441
	Iteration 103Q: 3 clusters Score -6019750 nChanged 21
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Mstep: Class 1 contains 4904 members 
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Entering Unmasked Estep 
Score: -6019751.500000 Penalty: 5381.627441
	Iteration 104Q: 3 clusters Score -6019752 nChanged 17
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Entering Unmasked Estep 
Score: -6019742.500000 Penalty: 5381.627441
	Iteration 105Q: 3 clusters Score -6019742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -6019756.500000 Penalty: 5381.627441
	Iteration 106Q: 3 clusters Score -6019756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -6019755.500000 Penalty: 5381.627441
	Iteration 107Q: 3 clusters Score -6019756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -6019759.000000 Penalty: 5381.627441
	Iteration 108Q: 3 clusters Score -6019759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -6019765.000000 Penalty: 5381.627441
	Iteration 109Q: 3 clusters Score -6019765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -6019763.000000 Penalty: 5381.627441
	Iteration 110Q: 3 clusters Score -6019763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -6019776.500000 Penalty: 5381.627441
	Iteration 111Q: 3 clusters Score -6019776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -6019782.500000 Penalty: 5381.627441
	Iteration 112Q: 3 clusters Score -6019782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -6019779.500000 Penalty: 5381.627441
	Iteration 113Q: 3 clusters Score -6019780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -6019779.500000 Penalty: 5381.627441
	Iteration 114Q: 3 clusters Score -6019780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6019776.000000 Penalty: 5381.627441
	Iteration 115Q: 3 clusters Score -6019776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -6019779.000000 Penalty: 5381.627441
	Iteration 116Q: 3 clusters Score -6019779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -6019782.000000 Penalty: 5381.627441
	Iteration 117Q: 3 clusters Score -6019782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -6019780.000000 Penalty: 5381.627441
	Iteration 118Q: 3 clusters Score -6019780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -6019781.500000 Penalty: 5381.627441
	Iteration 119Q: 3 clusters Score -6019782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -6019788.500000 Penalty: 5381.627441
	Iteration 120F: 3 clusters Score -6019788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -6019786.000000 Penalty: 5381.627441
	Iteration 121Q: 3 clusters Score -6019786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -6019785.500000 Penalty: 5381.627441
	Iteration 122Q: 3 clusters Score -6019786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -6019785.500000 Penalty: 5381.627441
	Iteration 123F: 3 clusters Score -6019786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Entering Unmasked Estep 
Score: -1079478.625000 Penalty: 2291.133545
	Iteration 0F: 2 clusters Score -1079479 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 5252 members 
Entering Unmasked Estep 
Score: -1071647.125000 Penalty: 4582.267090
	Iteration 0F: 3 clusters Score -1071647 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1074204.125000 Penalty: 4582.267090
	Iteration 1F: 3 clusters Score -1074204 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1074815.500000 Penalty: 4582.267090
	Iteration 2F: 3 clusters Score -1074816 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1075319.875000 Penalty: 4582.267090
	Iteration 3F: 3 clusters Score -1075320 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1075833.625000 Penalty: 4582.267090
	Iteration 4F: 3 clusters Score -1075834 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1076233.875000 Penalty: 4582.267090
	Iteration 5F: 3 clusters Score -1076234 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1076546.750000 Penalty: 4582.267090
	Iteration 6Q: 3 clusters Score -1076547 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1076807.625000 Penalty: 4582.267090
	Iteration 7Q: 3 clusters Score -1076808 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1076994.625000 Penalty: 4582.267090
	Iteration 8Q: 3 clusters Score -1076995 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1077119.000000 Penalty: 4582.267090
	Iteration 9Q: 3 clusters Score -1077119 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1077211.875000 Penalty: 4582.267090
	Iteration 10Q: 3 clusters Score -1077212 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1077291.250000 Penalty: 4582.267090
	Iteration 11Q: 3 clusters Score -1077291 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1077350.875000 Penalty: 4582.267090
	Iteration 12Q: 3 clusters Score -1077351 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1077403.625000 Penalty: 4582.267090
	Iteration 13Q: 3 clusters Score -1077404 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1077449.625000 Penalty: 4582.267090
	Iteration 14Q: 3 clusters Score -1077450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1077483.500000 Penalty: 4582.267090
	Iteration 15Q: 3 clusters Score -1077484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1077520.875000 Penalty: 4582.267090
	Iteration 16Q: 3 clusters Score -1077521 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1077560.000000 Penalty: 4582.267090
	Iteration 17Q: 3 clusters Score -1077560 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1077596.500000 Penalty: 4582.267090
	Iteration 18Q: 3 clusters Score -1077596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1077640.125000 Penalty: 4582.267090
	Iteration 19Q: 3 clusters Score -1077640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1077669.125000 Penalty: 4582.267090
	Iteration 20F: 3 clusters Score -1077669 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1077708.125000 Penalty: 4582.267090
	Iteration 21Q: 3 clusters Score -1077708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1077742.250000 Penalty: 4582.267090
	Iteration 22Q: 3 clusters Score -1077742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1077773.250000 Penalty: 4582.267090
	Iteration 23Q: 3 clusters Score -1077773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1077809.125000 Penalty: 4582.267090
	Iteration 24Q: 3 clusters Score -1077809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1077827.875000 Penalty: 4582.267090
	Iteration 25Q: 3 clusters Score -1077828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1077844.375000 Penalty: 4582.267090
	Iteration 26Q: 3 clusters Score -1077844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1077864.500000 Penalty: 4582.267090
	Iteration 27Q: 3 clusters Score -1077864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1077887.000000 Penalty: 4582.267090
	Iteration 28Q: 3 clusters Score -1077887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1077909.250000 Penalty: 4582.267090
	Iteration 29Q: 3 clusters Score -1077909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1077923.750000 Penalty: 4582.267090
	Iteration 30Q: 3 clusters Score -1077924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1077946.500000 Penalty: 4582.267090
	Iteration 31Q: 3 clusters Score -1077946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1077967.875000 Penalty: 4582.267090
	Iteration 32Q: 3 clusters Score -1077968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1077987.625000 Penalty: 4582.267090
	Iteration 33Q: 3 clusters Score -1077988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1078004.500000 Penalty: 4582.267090
	Iteration 34Q: 3 clusters Score -1078004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1078022.500000 Penalty: 4582.267090
	Iteration 35Q: 3 clusters Score -1078022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1078038.000000 Penalty: 4582.267090
	Iteration 36Q: 3 clusters Score -1078038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1078053.500000 Penalty: 4582.267090
	Iteration 37Q: 3 clusters Score -1078054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1078061.125000 Penalty: 4582.267090
	Iteration 38Q: 3 clusters Score -1078061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1078075.250000 Penalty: 4582.267090
	Iteration 39Q: 3 clusters Score -1078075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1078080.875000 Penalty: 4582.267090
	Iteration 40F: 3 clusters Score -1078081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1078084.875000 Penalty: 4582.267090
	Iteration 41Q: 3 clusters Score -1078085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1078090.875000 Penalty: 4582.267090
	Iteration 42Q: 3 clusters Score -1078091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1078096.625000 Penalty: 4582.267090
	Iteration 43Q: 3 clusters Score -1078097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1078106.750000 Penalty: 4582.267090
	Iteration 44Q: 3 clusters Score -1078107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1078113.625000 Penalty: 4582.267090
	Iteration 45Q: 3 clusters Score -1078114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1078122.125000 Penalty: 4582.267090
	Iteration 46Q: 3 clusters Score -1078122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1078126.000000 Penalty: 4582.267090
	Iteration 47Q: 3 clusters Score -1078126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1078129.625000 Penalty: 4582.267090
	Iteration 48Q: 3 clusters Score -1078130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1078132.125000 Penalty: 4582.267090
	Iteration 49Q: 3 clusters Score -1078132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1078132.625000 Penalty: 4582.267090
	Iteration 50Q: 3 clusters Score -1078133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1078133.125000 Penalty: 4582.267090
	Iteration 51Q: 3 clusters Score -1078133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1078132.625000 Penalty: 4582.267090
	Iteration 52Q: 3 clusters Score -1078133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1078134.125000 Penalty: 4582.267090
	Iteration 53Q: 3 clusters Score -1078134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1078134.375000 Penalty: 4582.267090
	Iteration 54Q: 3 clusters Score -1078134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1078133.250000 Penalty: 4582.267090
	Iteration 55Q: 3 clusters Score -1078133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1078133.000000 Penalty: 4582.267090
	Iteration 56Q: 3 clusters Score -1078133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1078133.000000 Penalty: 4582.267090
	Iteration 57F: 3 clusters Score -1078133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Entering Unmasked Estep 
Score: -416884.843750 Penalty: 2035.029663
	Iteration 0F: 2 clusters Score -416884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -413207.875000 Penalty: 4070.059326
	Iteration 0F: 3 clusters Score -413207.9 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -414025.250000 Penalty: 4070.059326
	Iteration 1F: 3 clusters Score -414025.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -414201.406250 Penalty: 4070.059326
	Iteration 2F: 3 clusters Score -414201.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -414317.406250 Penalty: 4070.059326
	Iteration 3Q: 3 clusters Score -414317.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -414411.156250 Penalty: 4070.059326
	Iteration 4Q: 3 clusters Score -414411.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -414488.718750 Penalty: 4070.059326
	Iteration 5Q: 3 clusters Score -414488.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -414564.968750 Penalty: 4070.059326
	Iteration 6Q: 3 clusters Score -414565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -414634.312500 Penalty: 4070.059326
	Iteration 7Q: 3 clusters Score -414634.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -414704.312500 Penalty: 4070.059326
	Iteration 8Q: 3 clusters Score -414704.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -414773.343750 Penalty: 4070.059326
	Iteration 9Q: 3 clusters Score -414773.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -414839.531250 Penalty: 4070.059326
	Iteration 10Q: 3 clusters Score -414839.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -414904.281250 Penalty: 4070.059326
	Iteration 11Q: 3 clusters Score -414904.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -414958.531250 Penalty: 4070.059326
	Iteration 12Q: 3 clusters Score -414958.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -415011.031250 Penalty: 4070.059326
	Iteration 13Q: 3 clusters Score -415011 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -415062.437500 Penalty: 4070.059326
	Iteration 14Q: 3 clusters Score -415062.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -415106.343750 Penalty: 4070.059326
	Iteration 15Q: 3 clusters Score -415106.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -415145.250000 Penalty: 4070.059326
	Iteration 16Q: 3 clusters Score -415145.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -415186.781250 Penalty: 4070.059326
	Iteration 17Q: 3 clusters Score -415186.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -415223.812500 Penalty: 4070.059326
	Iteration 18Q: 3 clusters Score -415223.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -415260.843750 Penalty: 4070.059326
	Iteration 19Q: 3 clusters Score -415260.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -415285.406250 Penalty: 4070.059326
	Iteration 20F: 3 clusters Score -415285.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -415307.375000 Penalty: 4070.059326
	Iteration 21Q: 3 clusters Score -415307.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -415325.937500 Penalty: 4070.059326
	Iteration 22Q: 3 clusters Score -415325.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -415339.312500 Penalty: 4070.059326
	Iteration 23Q: 3 clusters Score -415339.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -415351.343750 Penalty: 4070.059326
	Iteration 24Q: 3 clusters Score -415351.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -415362.750000 Penalty: 4070.059326
	Iteration 25Q: 3 clusters Score -415362.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -415369.781250 Penalty: 4070.059326
	Iteration 26Q: 3 clusters Score -415369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -415375.187500 Penalty: 4070.059326
	Iteration 27Q: 3 clusters Score -415375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -415383.000000 Penalty: 4070.059326
	Iteration 28Q: 3 clusters Score -415383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -415390.531250 Penalty: 4070.059326
	Iteration 29Q: 3 clusters Score -415390.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -415398.625000 Penalty: 4070.059326
	Iteration 30Q: 3 clusters Score -415398.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -415405.906250 Penalty: 4070.059326
	Iteration 31Q: 3 clusters Score -415405.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -415410.562500 Penalty: 4070.059326
	Iteration 32Q: 3 clusters Score -415410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -415414.156250 Penalty: 4070.059326
	Iteration 33Q: 3 clusters Score -415414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -415419.031250 Penalty: 4070.059326
	Iteration 34Q: 3 clusters Score -415419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -415421.593750 Penalty: 4070.059326
	Iteration 35Q: 3 clusters Score -415421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -415424.406250 Penalty: 4070.059326
	Iteration 36Q: 3 clusters Score -415424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -415427.843750 Penalty: 4070.059326
	Iteration 37Q: 3 clusters Score -415427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -415432.531250 Penalty: 4070.059326
	Iteration 38Q: 3 clusters Score -415432.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -415437.593750 Penalty: 4070.059326
	Iteration 39Q: 3 clusters Score -415437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -415442.968750 Penalty: 4070.059326
	Iteration 40F: 3 clusters Score -415443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -415450.281250 Penalty: 4070.059326
	Iteration 41Q: 3 clusters Score -415450.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -415455.625000 Penalty: 4070.059326
	Iteration 42Q: 3 clusters Score -415455.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -415461.406250 Penalty: 4070.059326
	Iteration 43Q: 3 clusters Score -415461.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -415469.218750 Penalty: 4070.059326
	Iteration 44Q: 3 clusters Score -415469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -415479.656250 Penalty: 4070.059326
	Iteration 45Q: 3 clusters Score -415479.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -415489.843750 Penalty: 4070.059326
	Iteration 46Q: 3 clusters Score -415489.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -415495.250000 Penalty: 4070.059326
	Iteration 47Q: 3 clusters Score -415495.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -415497.562500 Penalty: 4070.059326
	Iteration 48Q: 3 clusters Score -415497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -415498.750000 Penalty: 4070.059326
	Iteration 49Q: 3 clusters Score -415498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -415500.906250 Penalty: 4070.059326
	Iteration 50Q: 3 clusters Score -415500.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -415504.812500 Penalty: 4070.059326
	Iteration 51Q: 3 clusters Score -415504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -415507.062500 Penalty: 4070.059326
	Iteration 52Q: 3 clusters Score -415507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -415507.281250 Penalty: 4070.059326
	Iteration 53Q: 3 clusters Score -415507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -415507.187500 Penalty: 4070.059326
	Iteration 54Q: 3 clusters Score -415507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -415508.718750 Penalty: 4070.059326
	Iteration 55Q: 3 clusters Score -415508.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -415508.718750 Penalty: 4070.059326
	Iteration 56F: 3 clusters Score -415508.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (186433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186433 members 
Entering Unmasked Estep 
Score: -22010318.000000 Penalty: 3009.685059
	Iteration 0F: 2 clusters Score -2.201032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -21887668.000000 Penalty: 6019.370117
	Iteration 0F: 3 clusters Score -2.188767e+07 nChanged 89879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -21940188.000000 Penalty: 6019.370117
	Iteration 1F: 3 clusters Score -2.194019e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -21941862.000000 Penalty: 6019.370117
	Iteration 2Q: 3 clusters Score -2.194186e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -21943626.000000 Penalty: 6019.370117
	Iteration 3Q: 3 clusters Score -2.194363e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -21946170.000000 Penalty: 6019.370117
	Iteration 4Q: 3 clusters Score -2.194617e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -21949120.000000 Penalty: 6019.370117
	Iteration 5Q: 3 clusters Score -2.194912e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102561 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -21953142.000000 Penalty: 6019.370117
	Iteration 6Q: 3 clusters Score -2.195314e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106165 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -21957792.000000 Penalty: 6019.370117
	Iteration 7F: 3 clusters Score -2.195779e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -21962952.000000 Penalty: 6019.370117
	Iteration 8F: 3 clusters Score -2.196295e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116501 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -21967976.000000 Penalty: 6019.370117
	Iteration 9F: 3 clusters Score -2.196798e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122909 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -21972798.000000 Penalty: 6019.370117
	Iteration 10Q: 3 clusters Score -2.19728e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129765 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -21977298.000000 Penalty: 6019.370117
	Iteration 11Q: 3 clusters Score -2.19773e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136978 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -21981728.000000 Penalty: 6019.370117
	Iteration 12Q: 3 clusters Score -2.198173e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144332 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -21985930.000000 Penalty: 6019.370117
	Iteration 13Q: 3 clusters Score -2.198593e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151452 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -21990212.000000 Penalty: 6019.370117
	Iteration 14Q: 3 clusters Score -2.199021e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -21994358.000000 Penalty: 6019.370117
	Iteration 15Q: 3 clusters Score -2.199436e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164387 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -21998104.000000 Penalty: 6019.370117
	Iteration 16Q: 3 clusters Score -2.19981e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169687 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -22001320.000000 Penalty: 6019.370117
	Iteration 17Q: 3 clusters Score -2.200132e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173982 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -22003534.000000 Penalty: 6019.370117
	Iteration 18Q: 3 clusters Score -2.200353e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177250 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -22005170.000000 Penalty: 6019.370117
	Iteration 19Q: 3 clusters Score -2.200517e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179594 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -22006168.000000 Penalty: 6019.370117
	Iteration 20F: 3 clusters Score -2.200617e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181163 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -22006768.000000 Penalty: 6019.370117
	Iteration 21Q: 3 clusters Score -2.200677e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182227 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -22007138.000000 Penalty: 6019.370117
	Iteration 22Q: 3 clusters Score -2.200714e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182970 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -22007342.000000 Penalty: 6019.370117
	Iteration 23Q: 3 clusters Score -2.200734e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183470 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -22007522.000000 Penalty: 6019.370117
	Iteration 24Q: 3 clusters Score -2.200752e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183830 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -22007662.000000 Penalty: 6019.370117
	Iteration 25Q: 3 clusters Score -2.200766e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184119 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -22007732.000000 Penalty: 6019.370117
	Iteration 26Q: 3 clusters Score -2.200773e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184334 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -22007862.000000 Penalty: 6019.370117
	Iteration 27Q: 3 clusters Score -2.200786e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184476 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -22007900.000000 Penalty: 6019.370117
	Iteration 28Q: 3 clusters Score -2.20079e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184570 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22007944.000000 Penalty: 6019.370117
	Iteration 29Q: 3 clusters Score -2.200794e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184651 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -22007956.000000 Penalty: 6019.370117
	Iteration 30Q: 3 clusters Score -2.200796e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184706 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -22007972.000000 Penalty: 6019.370117
	Iteration 31Q: 3 clusters Score -2.200797e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184739 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22007980.000000 Penalty: 6019.370117
	Iteration 32Q: 3 clusters Score -2.200798e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184772 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22007982.000000 Penalty: 6019.370117
	Iteration 33Q: 3 clusters Score -2.200798e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184794 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -22007998.000000 Penalty: 6019.370117
	Iteration 34Q: 3 clusters Score -2.2008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184813 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -22008008.000000 Penalty: 6019.370117
	Iteration 35Q: 3 clusters Score -2.200801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184832 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -22008012.000000 Penalty: 6019.370117
	Iteration 36Q: 3 clusters Score -2.200801e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184853 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -22008014.000000 Penalty: 6019.370117
	Iteration 37Q: 3 clusters Score -2.200801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184872 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22008024.000000 Penalty: 6019.370117
	Iteration 38Q: 3 clusters Score -2.200802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184888 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -22008030.000000 Penalty: 6019.370117
	Iteration 39Q: 3 clusters Score -2.200803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184896 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -22008028.000000 Penalty: 6019.370117
	Iteration 40F: 3 clusters Score -2.200803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184901 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -22008022.000000 Penalty: 6019.370117
	Iteration 41Q: 3 clusters Score -2.200802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184910 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -22008014.000000 Penalty: 6019.370117
	Iteration 42Q: 3 clusters Score -2.200801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184919 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -22008012.000000 Penalty: 6019.370117
	Iteration 43Q: 3 clusters Score -2.200801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -22008034.000000 Penalty: 6019.370117
	Iteration 44Q: 3 clusters Score -2.200803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184937 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22008042.000000 Penalty: 6019.370117
	Iteration 45Q: 3 clusters Score -2.200804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184945 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -22008036.000000 Penalty: 6019.370117
	Iteration 46Q: 3 clusters Score -2.200804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184954 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -22008032.000000 Penalty: 6019.370117
	Iteration 47Q: 3 clusters Score -2.200803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184959 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -22008030.000000 Penalty: 6019.370117
	Iteration 48Q: 3 clusters Score -2.200803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184963 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -22008022.000000 Penalty: 6019.370117
	Iteration 49Q: 3 clusters Score -2.200802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184968 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -22008024.000000 Penalty: 6019.370117
	Iteration 50Q: 3 clusters Score -2.200802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184975 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22008028.000000 Penalty: 6019.370117
	Iteration 51Q: 3 clusters Score -2.200803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184981 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -22008046.000000 Penalty: 6019.370117
	Iteration 52Q: 3 clusters Score -2.200805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184988 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22008046.000000 Penalty: 6019.370117
	Iteration 53Q: 3 clusters Score -2.200805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184998 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22008048.000000 Penalty: 6019.370117
	Iteration 54Q: 3 clusters Score -2.200805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185003 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -22008038.000000 Penalty: 6019.370117
	Iteration 55Q: 3 clusters Score -2.200804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185011 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22008040.000000 Penalty: 6019.370117
	Iteration 56Q: 3 clusters Score -2.200804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185018 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -22008036.000000 Penalty: 6019.370117
	Iteration 57Q: 3 clusters Score -2.200804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185027 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22008048.000000 Penalty: 6019.370117
	Iteration 58Q: 3 clusters Score -2.200805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185038 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -22008046.000000 Penalty: 6019.370117
	Iteration 59Q: 3 clusters Score -2.200805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185046 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -22008060.000000 Penalty: 6019.370117
	Iteration 60F: 3 clusters Score -2.200806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185049 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -22008062.000000 Penalty: 6019.370117
	Iteration 61Q: 3 clusters Score -2.200806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185054 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -22008062.000000 Penalty: 6019.370117
	Iteration 62Q: 3 clusters Score -2.200806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185055 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -22008056.000000 Penalty: 6019.370117
	Iteration 63Q: 3 clusters Score -2.200806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185057 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22008058.000000 Penalty: 6019.370117
	Iteration 64Q: 3 clusters Score -2.200806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185059 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -22008046.000000 Penalty: 6019.370117
	Iteration 65Q: 3 clusters Score -2.200805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185060 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -22008042.000000 Penalty: 6019.370117
	Iteration 66Q: 3 clusters Score -2.200804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185061 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -22008046.000000 Penalty: 6019.370117
	Iteration 67Q: 3 clusters Score -2.200805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185061 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -22008046.000000 Penalty: 6019.370117
	Iteration 68F: 3 clusters Score -2.200805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Entering Unmasked Estep 
Score: -992890.625000 Penalty: 2249.028076
	Iteration 0F: 2 clusters Score -992890.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -985979.937500 Penalty: 4498.056152
	Iteration 0F: 3 clusters Score -985979.9 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -988058.437500 Penalty: 4498.056152
	Iteration 1F: 3 clusters Score -988058.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -988427.937500 Penalty: 4498.056152
	Iteration 2F: 3 clusters Score -988427.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -988780.375000 Penalty: 4498.056152
	Iteration 3F: 3 clusters Score -988780.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -989182.125000 Penalty: 4498.056152
	Iteration 4F: 3 clusters Score -989182.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -989618.875000 Penalty: 4498.056152
	Iteration 5F: 3 clusters Score -989618.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -990073.000000 Penalty: 4498.056152
	Iteration 6F: 3 clusters Score -990073 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -990422.625000 Penalty: 4498.056152
	Iteration 7F: 3 clusters Score -990422.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -990752.125000 Penalty: 4498.056152
	Iteration 8Q: 3 clusters Score -990752.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -991049.437500 Penalty: 4498.056152
	Iteration 9Q: 3 clusters Score -991049.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -991355.562500 Penalty: 4498.056152
	Iteration 10Q: 3 clusters Score -991355.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -991609.312500 Penalty: 4498.056152
	Iteration 11Q: 3 clusters Score -991609.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -991810.187500 Penalty: 4498.056152
	Iteration 12Q: 3 clusters Score -991810.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -991962.750000 Penalty: 4498.056152
	Iteration 13Q: 3 clusters Score -991962.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -992105.812500 Penalty: 4498.056152
	Iteration 14Q: 3 clusters Score -992105.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -992229.125000 Penalty: 4498.056152
	Iteration 15Q: 3 clusters Score -992229.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -992324.125000 Penalty: 4498.056152
	Iteration 16Q: 3 clusters Score -992324.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -992389.875000 Penalty: 4498.056152
	Iteration 17Q: 3 clusters Score -992389.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -992433.375000 Penalty: 4498.056152
	Iteration 18Q: 3 clusters Score -992433.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -992464.125000 Penalty: 4498.056152
	Iteration 19Q: 3 clusters Score -992464.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -992495.312500 Penalty: 4498.056152
	Iteration 20F: 3 clusters Score -992495.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -992516.375000 Penalty: 4498.056152
	Iteration 21Q: 3 clusters Score -992516.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -992537.687500 Penalty: 4498.056152
	Iteration 22Q: 3 clusters Score -992537.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -992560.625000 Penalty: 4498.056152
	Iteration 23Q: 3 clusters Score -992560.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -992578.562500 Penalty: 4498.056152
	Iteration 24Q: 3 clusters Score -992578.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -992598.437500 Penalty: 4498.056152
	Iteration 25Q: 3 clusters Score -992598.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -992613.562500 Penalty: 4498.056152
	Iteration 26Q: 3 clusters Score -992613.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -992627.562500 Penalty: 4498.056152
	Iteration 27Q: 3 clusters Score -992627.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -992634.562500 Penalty: 4498.056152
	Iteration 28Q: 3 clusters Score -992634.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -992640.250000 Penalty: 4498.056152
	Iteration 29Q: 3 clusters Score -992640.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -992644.250000 Penalty: 4498.056152
	Iteration 30Q: 3 clusters Score -992644.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -992649.375000 Penalty: 4498.056152
	Iteration 31Q: 3 clusters Score -992649.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -992659.375000 Penalty: 4498.056152
	Iteration 32Q: 3 clusters Score -992659.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -992668.375000 Penalty: 4498.056152
	Iteration 33Q: 3 clusters Score -992668.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -992676.500000 Penalty: 4498.056152
	Iteration 34Q: 3 clusters Score -992676.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -992683.812500 Penalty: 4498.056152
	Iteration 35Q: 3 clusters Score -992683.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -992685.812500 Penalty: 4498.056152
	Iteration 36Q: 3 clusters Score -992685.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -992698.500000 Penalty: 4498.056152
	Iteration 37Q: 3 clusters Score -992698.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -992707.250000 Penalty: 4498.056152
	Iteration 38Q: 3 clusters Score -992707.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -992714.375000 Penalty: 4498.056152
	Iteration 39Q: 3 clusters Score -992714.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -992720.375000 Penalty: 4498.056152
	Iteration 40F: 3 clusters Score -992720.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -992727.250000 Penalty: 4498.056152
	Iteration 41Q: 3 clusters Score -992727.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -992730.750000 Penalty: 4498.056152
	Iteration 42Q: 3 clusters Score -992730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -992732.500000 Penalty: 4498.056152
	Iteration 43Q: 3 clusters Score -992732.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -992733.500000 Penalty: 4498.056152
	Iteration 44Q: 3 clusters Score -992733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -992734.937500 Penalty: 4498.056152
	Iteration 45Q: 3 clusters Score -992734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -992735.687500 Penalty: 4498.056152
	Iteration 46Q: 3 clusters Score -992735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -992734.750000 Penalty: 4498.056152
	Iteration 47Q: 3 clusters Score -992734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -992737.312500 Penalty: 4498.056152
	Iteration 48Q: 3 clusters Score -992737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -992736.375000 Penalty: 4498.056152
	Iteration 49Q: 3 clusters Score -992736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -992736.812500 Penalty: 4498.056152
	Iteration 50Q: 3 clusters Score -992736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -992737.750000 Penalty: 4498.056152
	Iteration 51Q: 3 clusters Score -992737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -992737.250000 Penalty: 4498.056152
	Iteration 52Q: 3 clusters Score -992737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -992737.312500 Penalty: 4498.056152
	Iteration 53Q: 3 clusters Score -992737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -992738.000000 Penalty: 4498.056152
	Iteration 54Q: 3 clusters Score -992738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -992738.875000 Penalty: 4498.056152
	Iteration 55Q: 3 clusters Score -992738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -992736.625000 Penalty: 4498.056152
	Iteration 56Q: 3 clusters Score -992736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -992736.500000 Penalty: 4498.056152
	Iteration 57Q: 3 clusters Score -992736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -992736.500000 Penalty: 4498.056152
	Iteration 58F: 3 clusters Score -992736.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -282506.937500 Penalty: 1932.297729
	Iteration 0F: 2 clusters Score -282506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -279590.625000 Penalty: 3864.595459
	Iteration 0F: 3 clusters Score -279590.6 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -280194.218750 Penalty: 3864.595459
	Iteration 1F: 3 clusters Score -280194.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -280350.312500 Penalty: 3864.595459
	Iteration 2F: 3 clusters Score -280350.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -280441.281250 Penalty: 3864.595459
	Iteration 3Q: 3 clusters Score -280441.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -280493.781250 Penalty: 3864.595459
	Iteration 4Q: 3 clusters Score -280493.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -280537.906250 Penalty: 3864.595459
	Iteration 5Q: 3 clusters Score -280537.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -280572.468750 Penalty: 3864.595459
	Iteration 6Q: 3 clusters Score -280572.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -280607.250000 Penalty: 3864.595459
	Iteration 7Q: 3 clusters Score -280607.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -280645.593750 Penalty: 3864.595459
	Iteration 8Q: 3 clusters Score -280645.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -280676.281250 Penalty: 3864.595459
	Iteration 9Q: 3 clusters Score -280676.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -280712.687500 Penalty: 3864.595459
	Iteration 10Q: 3 clusters Score -280712.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -280746.500000 Penalty: 3864.595459
	Iteration 11Q: 3 clusters Score -280746.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -280779.718750 Penalty: 3864.595459
	Iteration 12Q: 3 clusters Score -280779.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -280816.687500 Penalty: 3864.595459
	Iteration 13Q: 3 clusters Score -280816.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -280848.218750 Penalty: 3864.595459
	Iteration 14Q: 3 clusters Score -280848.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -280864.968750 Penalty: 3864.595459
	Iteration 15Q: 3 clusters Score -280865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -280877.781250 Penalty: 3864.595459
	Iteration 16Q: 3 clusters Score -280877.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -280888.468750 Penalty: 3864.595459
	Iteration 17Q: 3 clusters Score -280888.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -280898.281250 Penalty: 3864.595459
	Iteration 18Q: 3 clusters Score -280898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -280906.187500 Penalty: 3864.595459
	Iteration 19Q: 3 clusters Score -280906.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -280916.718750 Penalty: 3864.595459
	Iteration 20F: 3 clusters Score -280916.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -280926.437500 Penalty: 3864.595459
	Iteration 21Q: 3 clusters Score -280926.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -280934.187500 Penalty: 3864.595459
	Iteration 22Q: 3 clusters Score -280934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -280937.125000 Penalty: 3864.595459
	Iteration 23Q: 3 clusters Score -280937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -280940.156250 Penalty: 3864.595459
	Iteration 24Q: 3 clusters Score -280940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -280943.500000 Penalty: 3864.595459
	Iteration 25Q: 3 clusters Score -280943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -280943.937500 Penalty: 3864.595459
	Iteration 26Q: 3 clusters Score -280943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -280944.968750 Penalty: 3864.595459
	Iteration 27Q: 3 clusters Score -280945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -280945.625000 Penalty: 3864.595459
	Iteration 28Q: 3 clusters Score -280945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -280945.625000 Penalty: 3864.595459
	Iteration 29F: 3 clusters Score -280945.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (41640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Entering Unmasked Estep 
Score: -4509872.500000 Penalty: 2637.930664
	Iteration 0F: 2 clusters Score -4509872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4481744.000000 Penalty: 5275.861328
	Iteration 0F: 3 clusters Score -4481744 nChanged 18947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -4492137.500000 Penalty: 5275.861328
	Iteration 1F: 3 clusters Score -4492138 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -4492995.000000 Penalty: 5275.861328
	Iteration 2F: 3 clusters Score -4492995 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4494042.500000 Penalty: 5275.861328
	Iteration 3F: 3 clusters Score -4494042 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -4495249.500000 Penalty: 5275.861328
	Iteration 4F: 3 clusters Score -4495250 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4496650.000000 Penalty: 5275.861328
	Iteration 5F: 3 clusters Score -4496650 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4498183.000000 Penalty: 5275.861328
	Iteration 6F: 3 clusters Score -4498183 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4499459.000000 Penalty: 5275.861328
	Iteration 7F: 3 clusters Score -4499459 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4500413.000000 Penalty: 5275.861328
	Iteration 8F: 3 clusters Score -4500413 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -4501136.500000 Penalty: 5275.861328
	Iteration 9Q: 3 clusters Score -4501136 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -4501661.000000 Penalty: 5275.861328
	Iteration 10Q: 3 clusters Score -4501661 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4502069.500000 Penalty: 5275.861328
	Iteration 11Q: 3 clusters Score -4502070 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -4502373.500000 Penalty: 5275.861328
	Iteration 12Q: 3 clusters Score -4502374 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -4502631.000000 Penalty: 5275.861328
	Iteration 13Q: 3 clusters Score -4502631 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -4502954.000000 Penalty: 5275.861328
	Iteration 14Q: 3 clusters Score -4502954 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -4503305.000000 Penalty: 5275.861328
	Iteration 15Q: 3 clusters Score -4503305 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4503718.000000 Penalty: 5275.861328
	Iteration 16Q: 3 clusters Score -4503718 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -4504181.500000 Penalty: 5275.861328
	Iteration 17Q: 3 clusters Score -4504182 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4504684.000000 Penalty: 5275.861328
	Iteration 18Q: 3 clusters Score -4504684 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4505256.500000 Penalty: 5275.861328
	Iteration 19Q: 3 clusters Score -4505256 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -4505822.000000 Penalty: 5275.861328
	Iteration 20F: 3 clusters Score -4505822 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4506357.000000 Penalty: 5275.861328
	Iteration 21Q: 3 clusters Score -4506357 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -4506847.000000 Penalty: 5275.861328
	Iteration 22Q: 3 clusters Score -4506847 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4507256.000000 Penalty: 5275.861328
	Iteration 23Q: 3 clusters Score -4507256 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -4507566.000000 Penalty: 5275.861328
	Iteration 24Q: 3 clusters Score -4507566 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -4507811.500000 Penalty: 5275.861328
	Iteration 25Q: 3 clusters Score -4507812 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -4508019.000000 Penalty: 5275.861328
	Iteration 26Q: 3 clusters Score -4508019 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -4508158.000000 Penalty: 5275.861328
	Iteration 27Q: 3 clusters Score -4508158 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -4508255.000000 Penalty: 5275.861328
	Iteration 28Q: 3 clusters Score -4508255 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -4508316.500000 Penalty: 5275.861328
	Iteration 29Q: 3 clusters Score -4508316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -4508354.000000 Penalty: 5275.861328
	Iteration 30Q: 3 clusters Score -4508354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -4508368.500000 Penalty: 5275.861328
	Iteration 31Q: 3 clusters Score -4508368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -4508383.500000 Penalty: 5275.861328
	Iteration 32Q: 3 clusters Score -4508384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -4508403.500000 Penalty: 5275.861328
	Iteration 33Q: 3 clusters Score -4508404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -4508419.000000 Penalty: 5275.861328
	Iteration 34Q: 3 clusters Score -4508419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -4508420.500000 Penalty: 5275.861328
	Iteration 35Q: 3 clusters Score -4508420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4508433.500000 Penalty: 5275.861328
	Iteration 36Q: 3 clusters Score -4508434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -4508441.500000 Penalty: 5275.861328
	Iteration 37Q: 3 clusters Score -4508442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -4508469.000000 Penalty: 5275.861328
	Iteration 38Q: 3 clusters Score -4508469 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -4508476.500000 Penalty: 5275.861328
	Iteration 39Q: 3 clusters Score -4508476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -4508503.500000 Penalty: 5275.861328
	Iteration 40F: 3 clusters Score -4508504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -4508505.500000 Penalty: 5275.861328
	Iteration 41Q: 3 clusters Score -4508506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -4508518.000000 Penalty: 5275.861328
	Iteration 42Q: 3 clusters Score -4508518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4508519.500000 Penalty: 5275.861328
	Iteration 43Q: 3 clusters Score -4508520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -4508527.000000 Penalty: 5275.861328
	Iteration 44Q: 3 clusters Score -4508527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -4508526.500000 Penalty: 5275.861328
	Iteration 45Q: 3 clusters Score -4508526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -4508524.000000 Penalty: 5275.861328
	Iteration 46Q: 3 clusters Score -4508524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -4508534.000000 Penalty: 5275.861328
	Iteration 47Q: 3 clusters Score -4508534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -4508532.000000 Penalty: 5275.861328
	Iteration 48Q: 3 clusters Score -4508532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -4508536.000000 Penalty: 5275.861328
	Iteration 49Q: 3 clusters Score -4508536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -4508538.000000 Penalty: 5275.861328
	Iteration 50Q: 3 clusters Score -4508538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -4508536.000000 Penalty: 5275.861328
	Iteration 51Q: 3 clusters Score -4508536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -4508538.500000 Penalty: 5275.861328
	Iteration 52Q: 3 clusters Score -4508538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -4508537.500000 Penalty: 5275.861328
	Iteration 53Q: 3 clusters Score -4508538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4508536.500000 Penalty: 5275.861328
	Iteration 54Q: 3 clusters Score -4508536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -4508537.500000 Penalty: 5275.861328
	Iteration 55Q: 3 clusters Score -4508538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -4508536.000000 Penalty: 5275.861328
	Iteration 56Q: 3 clusters Score -4508536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -4508536.000000 Penalty: 5275.861328
	Iteration 57Q: 3 clusters Score -4508536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -4508534.000000 Penalty: 5275.861328
	Iteration 58Q: 3 clusters Score -4508534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -4508538.500000 Penalty: 5275.861328
	Iteration 59Q: 3 clusters Score -4508538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -4508539.500000 Penalty: 5275.861328
	Iteration 60F: 3 clusters Score -4508540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -4508531.500000 Penalty: 5275.861328
	Iteration 61Q: 3 clusters Score -4508532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -4508542.000000 Penalty: 5275.861328
	Iteration 62Q: 3 clusters Score -4508542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -4508544.000000 Penalty: 5275.861328
	Iteration 63Q: 3 clusters Score -4508544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -4508543.000000 Penalty: 5275.861328
	Iteration 64Q: 3 clusters Score -4508543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -4508548.000000 Penalty: 5275.861328
	Iteration 65Q: 3 clusters Score -4508548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -4508547.500000 Penalty: 5275.861328
	Iteration 66Q: 3 clusters Score -4508548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -4508550.500000 Penalty: 5275.861328
	Iteration 67Q: 3 clusters Score -4508550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -4508550.500000 Penalty: 5275.861328
	Iteration 68Q: 3 clusters Score -4508550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -4508548.500000 Penalty: 5275.861328
	Iteration 69Q: 3 clusters Score -4508548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -4508554.500000 Penalty: 5275.861328
	Iteration 70Q: 3 clusters Score -4508554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4508553.000000 Penalty: 5275.861328
	Iteration 71Q: 3 clusters Score -4508553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4508553.000000 Penalty: 5275.861328
	Iteration 72F: 3 clusters Score -4508553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -81414.945312 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -81414.95 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 456 members 
Entering Unmasked Estep 
Score: -79676.531250 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -79676.53 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80315.554688 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -80315.55 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80768.757812 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -80768.76 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -81330.757812 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -81330.76 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -81614.703125 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -81614.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -81698.085938 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -81698.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -81729.171875 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -81729.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81760.828125 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -81760.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -81775.867188 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -81775.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -81788.390625 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -81788.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81799.640625 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -81799.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -81827.242188 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -81827.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -81833.484375 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -81833.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -81833.484375 Penalty: 3360.014893
	Iteration 13F: 3 clusters Score -81833.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 209 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 347 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3053 members 
Mstep: Class 60 contains 1251 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 528 members 
Entering Unmasked Estep 
Score: -133753024.000000 Penalty: 214948.578125
Splitting cluster 41 changes total score from -133754360.000000 to -133753024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (6499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Entering Unmasked Estep 
Score: -746358.875000 Penalty: 2177.291992
	Iteration 0F: 2 clusters Score -746358.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -740900.187500 Penalty: 4354.583984
	Iteration 0F: 3 clusters Score -740900.2 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -742270.062500 Penalty: 4354.583984
	Iteration 1F: 3 clusters Score -742270.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -742540.750000 Penalty: 4354.583984
	Iteration 2F: 3 clusters Score -742540.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -742733.750000 Penalty: 4354.583984
	Iteration 3F: 3 clusters Score -742733.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -742908.937500 Penalty: 4354.583984
	Iteration 4Q: 3 clusters Score -742908.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -743069.875000 Penalty: 4354.583984
	Iteration 5Q: 3 clusters Score -743069.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -743208.687500 Penalty: 4354.583984
	Iteration 6Q: 3 clusters Score -743208.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -743341.500000 Penalty: 4354.583984
	Iteration 7Q: 3 clusters Score -743341.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -743457.000000 Penalty: 4354.583984
	Iteration 8Q: 3 clusters Score -743457 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -743555.437500 Penalty: 4354.583984
	Iteration 9Q: 3 clusters Score -743555.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -743649.437500 Penalty: 4354.583984
	Iteration 10Q: 3 clusters Score -743649.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -743743.187500 Penalty: 4354.583984
	Iteration 11Q: 3 clusters Score -743743.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -743825.000000 Penalty: 4354.583984
	Iteration 12Q: 3 clusters Score -743825 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -743910.125000 Penalty: 4354.583984
	Iteration 13Q: 3 clusters Score -743910.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -743997.625000 Penalty: 4354.583984
	Iteration 14Q: 3 clusters Score -743997.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -744086.187500 Penalty: 4354.583984
	Iteration 15Q: 3 clusters Score -744086.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -744183.312500 Penalty: 4354.583984
	Iteration 16Q: 3 clusters Score -744183.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -744302.125000 Penalty: 4354.583984
	Iteration 17Q: 3 clusters Score -744302.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -744399.562500 Penalty: 4354.583984
	Iteration 18Q: 3 clusters Score -744399.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -744474.625000 Penalty: 4354.583984
	Iteration 19Q: 3 clusters Score -744474.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -744539.437500 Penalty: 4354.583984
	Iteration 20F: 3 clusters Score -744539.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -744585.937500 Penalty: 4354.583984
	Iteration 21Q: 3 clusters Score -744585.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -744611.625000 Penalty: 4354.583984
	Iteration 22Q: 3 clusters Score -744611.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -744638.000000 Penalty: 4354.583984
	Iteration 23Q: 3 clusters Score -744638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -744660.312500 Penalty: 4354.583984
	Iteration 24Q: 3 clusters Score -744660.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -744682.687500 Penalty: 4354.583984
	Iteration 25Q: 3 clusters Score -744682.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -744701.250000 Penalty: 4354.583984
	Iteration 26Q: 3 clusters Score -744701.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -744715.312500 Penalty: 4354.583984
	Iteration 27Q: 3 clusters Score -744715.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -744727.562500 Penalty: 4354.583984
	Iteration 28Q: 3 clusters Score -744727.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -744736.812500 Penalty: 4354.583984
	Iteration 29Q: 3 clusters Score -744736.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -744744.625000 Penalty: 4354.583984
	Iteration 30Q: 3 clusters Score -744744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -744749.187500 Penalty: 4354.583984
	Iteration 31Q: 3 clusters Score -744749.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -744751.750000 Penalty: 4354.583984
	Iteration 32Q: 3 clusters Score -744751.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -744756.500000 Penalty: 4354.583984
	Iteration 33Q: 3 clusters Score -744756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -744756.500000 Penalty: 4354.583984
	Iteration 34F: 3 clusters Score -744756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -84735.554688 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -84735.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83241.890625 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -83241.89 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84250.328125 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -84250.33 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85120.117188 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -85120.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85912.093750 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -85912.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86399.664062 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -86399.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86565.164062 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -86565.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86868.617188 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -86868.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86868.617188 Penalty: 3219.398926
	Iteration 7F: 3 clusters Score -86868.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 209 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3053 members 
Mstep: Class 60 contains 1251 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 349 members 
Entering Unmasked Estep 
Score: -133754664.000000 Penalty: 214948.578125
Splitting cluster 43 changes total score from -133754360.000000 to -133754664.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 44 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -312752.625000 Penalty: 1953.970459
	Iteration 0F: 2 clusters Score -312752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -309703.187500 Penalty: 3907.940918
	Iteration 0F: 3 clusters Score -309703.2 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -310292.687500 Penalty: 3907.940918
	Iteration 1F: 3 clusters Score -310292.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -310479.718750 Penalty: 3907.940918
	Iteration 2F: 3 clusters Score -310479.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -310624.343750 Penalty: 3907.940918
	Iteration 3F: 3 clusters Score -310624.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -310721.718750 Penalty: 3907.940918
	Iteration 4Q: 3 clusters Score -310721.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -310788.156250 Penalty: 3907.940918
	Iteration 5Q: 3 clusters Score -310788.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -310846.750000 Penalty: 3907.940918
	Iteration 6Q: 3 clusters Score -310846.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -310913.812500 Penalty: 3907.940918
	Iteration 7Q: 3 clusters Score -310913.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -310983.125000 Penalty: 3907.940918
	Iteration 8Q: 3 clusters Score -310983.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -311048.781250 Penalty: 3907.940918
	Iteration 9Q: 3 clusters Score -311048.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -311120.375000 Penalty: 3907.940918
	Iteration 10Q: 3 clusters Score -311120.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -311192.281250 Penalty: 3907.940918
	Iteration 11Q: 3 clusters Score -311192.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -311276.625000 Penalty: 3907.940918
	Iteration 12Q: 3 clusters Score -311276.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -311356.250000 Penalty: 3907.940918
	Iteration 13Q: 3 clusters Score -311356.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -311424.531250 Penalty: 3907.940918
	Iteration 14Q: 3 clusters Score -311424.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -311480.093750 Penalty: 3907.940918
	Iteration 15Q: 3 clusters Score -311480.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -311517.593750 Penalty: 3907.940918
	Iteration 16Q: 3 clusters Score -311517.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -311547.937500 Penalty: 3907.940918
	Iteration 17Q: 3 clusters Score -311547.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -311568.093750 Penalty: 3907.940918
	Iteration 18Q: 3 clusters Score -311568.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -311581.343750 Penalty: 3907.940918
	Iteration 19Q: 3 clusters Score -311581.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -311592.531250 Penalty: 3907.940918
	Iteration 20F: 3 clusters Score -311592.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -311603.625000 Penalty: 3907.940918
	Iteration 21Q: 3 clusters Score -311603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -311607.343750 Penalty: 3907.940918
	Iteration 22Q: 3 clusters Score -311607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -311613.968750 Penalty: 3907.940918
	Iteration 23Q: 3 clusters Score -311614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -311619.531250 Penalty: 3907.940918
	Iteration 24Q: 3 clusters Score -311619.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -311624.062500 Penalty: 3907.940918
	Iteration 25Q: 3 clusters Score -311624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -311625.531250 Penalty: 3907.940918
	Iteration 26Q: 3 clusters Score -311625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -311626.875000 Penalty: 3907.940918
	Iteration 27Q: 3 clusters Score -311626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -311629.250000 Penalty: 3907.940918
	Iteration 28Q: 3 clusters Score -311629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -311631.906250 Penalty: 3907.940918
	Iteration 29Q: 3 clusters Score -311631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -311633.437500 Penalty: 3907.940918
	Iteration 30Q: 3 clusters Score -311633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -311634.625000 Penalty: 3907.940918
	Iteration 31Q: 3 clusters Score -311634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -311635.750000 Penalty: 3907.940918
	Iteration 32Q: 3 clusters Score -311635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -311637.281250 Penalty: 3907.940918
	Iteration 33Q: 3 clusters Score -311637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -311638.812500 Penalty: 3907.940918
	Iteration 34Q: 3 clusters Score -311638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -311639.937500 Penalty: 3907.940918
	Iteration 35Q: 3 clusters Score -311639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -311641.000000 Penalty: 3907.940918
	Iteration 36Q: 3 clusters Score -311641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -311641.000000 Penalty: 3907.940918
	Iteration 37F: 3 clusters Score -311641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -455563.406250 Penalty: 2055.119873
	Iteration 0F: 2 clusters Score -455563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -451684.281250 Penalty: 4110.239746
	Iteration 0F: 3 clusters Score -451684.3 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -452534.468750 Penalty: 4110.239746
	Iteration 1F: 3 clusters Score -452534.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -452722.531250 Penalty: 4110.239746
	Iteration 2F: 3 clusters Score -452722.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -452824.250000 Penalty: 4110.239746
	Iteration 3Q: 3 clusters Score -452824.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -452905.000000 Penalty: 4110.239746
	Iteration 4Q: 3 clusters Score -452905 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -452997.812500 Penalty: 4110.239746
	Iteration 5Q: 3 clusters Score -452997.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -453100.062500 Penalty: 4110.239746
	Iteration 6Q: 3 clusters Score -453100.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -453221.593750 Penalty: 4110.239746
	Iteration 7Q: 3 clusters Score -453221.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -453353.218750 Penalty: 4110.239746
	Iteration 8Q: 3 clusters Score -453353.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -453470.406250 Penalty: 4110.239746
	Iteration 9Q: 3 clusters Score -453470.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -453565.781250 Penalty: 4110.239746
	Iteration 10Q: 3 clusters Score -453565.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -453646.781250 Penalty: 4110.239746
	Iteration 11Q: 3 clusters Score -453646.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -453715.625000 Penalty: 4110.239746
	Iteration 12Q: 3 clusters Score -453715.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -453767.906250 Penalty: 4110.239746
	Iteration 13Q: 3 clusters Score -453767.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -453814.593750 Penalty: 4110.239746
	Iteration 14Q: 3 clusters Score -453814.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -453852.187500 Penalty: 4110.239746
	Iteration 15Q: 3 clusters Score -453852.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -453870.625000 Penalty: 4110.239746
	Iteration 16Q: 3 clusters Score -453870.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -453884.468750 Penalty: 4110.239746
	Iteration 17Q: 3 clusters Score -453884.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -453899.062500 Penalty: 4110.239746
	Iteration 18Q: 3 clusters Score -453899.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -453914.218750 Penalty: 4110.239746
	Iteration 19Q: 3 clusters Score -453914.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -453927.125000 Penalty: 4110.239746
	Iteration 20F: 3 clusters Score -453927.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -453937.968750 Penalty: 4110.239746
	Iteration 21Q: 3 clusters Score -453938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -453947.593750 Penalty: 4110.239746
	Iteration 22Q: 3 clusters Score -453947.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -453955.812500 Penalty: 4110.239746
	Iteration 23Q: 3 clusters Score -453955.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -453964.906250 Penalty: 4110.239746
	Iteration 24Q: 3 clusters Score -453964.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -453970.062500 Penalty: 4110.239746
	Iteration 25Q: 3 clusters Score -453970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -453973.343750 Penalty: 4110.239746
	Iteration 26Q: 3 clusters Score -453973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -453976.625000 Penalty: 4110.239746
	Iteration 27Q: 3 clusters Score -453976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -453978.281250 Penalty: 4110.239746
	Iteration 28Q: 3 clusters Score -453978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -453978.718750 Penalty: 4110.239746
	Iteration 29Q: 3 clusters Score -453978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -453981.593750 Penalty: 4110.239746
	Iteration 30Q: 3 clusters Score -453981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -453981.187500 Penalty: 4110.239746
	Iteration 31Q: 3 clusters Score -453981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -453983.093750 Penalty: 4110.239746
	Iteration 32Q: 3 clusters Score -453983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -453982.718750 Penalty: 4110.239746
	Iteration 33Q: 3 clusters Score -453982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -453983.218750 Penalty: 4110.239746
	Iteration 34Q: 3 clusters Score -453983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -453983.531250 Penalty: 4110.239746
	Iteration 35Q: 3 clusters Score -453983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -453984.750000 Penalty: 4110.239746
	Iteration 36Q: 3 clusters Score -453984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -453984.562500 Penalty: 4110.239746
	Iteration 37Q: 3 clusters Score -453984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -453986.250000 Penalty: 4110.239746
	Iteration 38Q: 3 clusters Score -453986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -453986.937500 Penalty: 4110.239746
	Iteration 39Q: 3 clusters Score -453986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -453988.593750 Penalty: 4110.239746
	Iteration 40F: 3 clusters Score -453988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -453991.968750 Penalty: 4110.239746
	Iteration 41Q: 3 clusters Score -453992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -453995.062500 Penalty: 4110.239746
	Iteration 42Q: 3 clusters Score -453995.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -453998.250000 Penalty: 4110.239746
	Iteration 43Q: 3 clusters Score -453998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -453999.968750 Penalty: 4110.239746
	Iteration 44Q: 3 clusters Score -454000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -454000.750000 Penalty: 4110.239746
	Iteration 45Q: 3 clusters Score -454000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -454000.687500 Penalty: 4110.239746
	Iteration 46Q: 3 clusters Score -454000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -454001.312500 Penalty: 4110.239746
	Iteration 47Q: 3 clusters Score -454001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -454001.812500 Penalty: 4110.239746
	Iteration 48Q: 3 clusters Score -454001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -454002.968750 Penalty: 4110.239746
	Iteration 49Q: 3 clusters Score -454003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -454003.343750 Penalty: 4110.239746
	Iteration 50Q: 3 clusters Score -454003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -454003.125000 Penalty: 4110.239746
	Iteration 51Q: 3 clusters Score -454003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -454003.781250 Penalty: 4110.239746
	Iteration 52Q: 3 clusters Score -454003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -454004.375000 Penalty: 4110.239746
	Iteration 53Q: 3 clusters Score -454004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -454004.406250 Penalty: 4110.239746
	Iteration 54Q: 3 clusters Score -454004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -454004.281250 Penalty: 4110.239746
	Iteration 55Q: 3 clusters Score -454004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -454004.281250 Penalty: 4110.239746
	Iteration 56F: 3 clusters Score -454004.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (9388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Entering Unmasked Estep 
Score: -1097509.500000 Penalty: 2268.502441
	Iteration 0F: 2 clusters Score -1097510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1090196.875000 Penalty: 4537.004883
	Iteration 0F: 3 clusters Score -1090197 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1092329.625000 Penalty: 4537.004883
	Iteration 1F: 3 clusters Score -1092330 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1092769.375000 Penalty: 4537.004883
	Iteration 2F: 3 clusters Score -1092769 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1093179.625000 Penalty: 4537.004883
	Iteration 3F: 3 clusters Score -1093180 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1093581.500000 Penalty: 4537.004883
	Iteration 4F: 3 clusters Score -1093582 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1093922.875000 Penalty: 4537.004883
	Iteration 5F: 3 clusters Score -1093923 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1094249.375000 Penalty: 4537.004883
	Iteration 6F: 3 clusters Score -1094249 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1094554.000000 Penalty: 4537.004883
	Iteration 7Q: 3 clusters Score -1094554 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1094803.250000 Penalty: 4537.004883
	Iteration 8Q: 3 clusters Score -1094803 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1094969.125000 Penalty: 4537.004883
	Iteration 9Q: 3 clusters Score -1094969 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1095079.500000 Penalty: 4537.004883
	Iteration 10Q: 3 clusters Score -1095080 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1095153.875000 Penalty: 4537.004883
	Iteration 11Q: 3 clusters Score -1095154 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1095209.250000 Penalty: 4537.004883
	Iteration 12Q: 3 clusters Score -1095209 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1095247.000000 Penalty: 4537.004883
	Iteration 13Q: 3 clusters Score -1095247 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1095281.500000 Penalty: 4537.004883
	Iteration 14Q: 3 clusters Score -1095282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1095307.875000 Penalty: 4537.004883
	Iteration 15Q: 3 clusters Score -1095308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1095336.375000 Penalty: 4537.004883
	Iteration 16Q: 3 clusters Score -1095336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1095359.625000 Penalty: 4537.004883
	Iteration 17Q: 3 clusters Score -1095360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1095375.000000 Penalty: 4537.004883
	Iteration 18Q: 3 clusters Score -1095375 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1095393.875000 Penalty: 4537.004883
	Iteration 19Q: 3 clusters Score -1095394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1095412.625000 Penalty: 4537.004883
	Iteration 20F: 3 clusters Score -1095413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1095427.875000 Penalty: 4537.004883
	Iteration 21Q: 3 clusters Score -1095428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1095450.875000 Penalty: 4537.004883
	Iteration 22Q: 3 clusters Score -1095451 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1095469.125000 Penalty: 4537.004883
	Iteration 23Q: 3 clusters Score -1095469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1095486.375000 Penalty: 4537.004883
	Iteration 24Q: 3 clusters Score -1095486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1095495.875000 Penalty: 4537.004883
	Iteration 25Q: 3 clusters Score -1095496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1095503.500000 Penalty: 4537.004883
	Iteration 26Q: 3 clusters Score -1095504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1095515.500000 Penalty: 4537.004883
	Iteration 27Q: 3 clusters Score -1095516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1095519.375000 Penalty: 4537.004883
	Iteration 28Q: 3 clusters Score -1095519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1095523.000000 Penalty: 4537.004883
	Iteration 29Q: 3 clusters Score -1095523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1095525.125000 Penalty: 4537.004883
	Iteration 30Q: 3 clusters Score -1095525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1095530.250000 Penalty: 4537.004883
	Iteration 31Q: 3 clusters Score -1095530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1095536.750000 Penalty: 4537.004883
	Iteration 32Q: 3 clusters Score -1095537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1095538.375000 Penalty: 4537.004883
	Iteration 33Q: 3 clusters Score -1095538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1095544.625000 Penalty: 4537.004883
	Iteration 34Q: 3 clusters Score -1095545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1095552.500000 Penalty: 4537.004883
	Iteration 35Q: 3 clusters Score -1095552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1095556.375000 Penalty: 4537.004883
	Iteration 36Q: 3 clusters Score -1095556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1095564.250000 Penalty: 4537.004883
	Iteration 37Q: 3 clusters Score -1095564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1095569.125000 Penalty: 4537.004883
	Iteration 38Q: 3 clusters Score -1095569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1095573.625000 Penalty: 4537.004883
	Iteration 39Q: 3 clusters Score -1095574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1095577.625000 Penalty: 4537.004883
	Iteration 40F: 3 clusters Score -1095578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1095581.625000 Penalty: 4537.004883
	Iteration 41Q: 3 clusters Score -1095582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1095585.625000 Penalty: 4537.004883
	Iteration 42Q: 3 clusters Score -1095586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1095588.125000 Penalty: 4537.004883
	Iteration 43Q: 3 clusters Score -1095588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1095587.875000 Penalty: 4537.004883
	Iteration 44Q: 3 clusters Score -1095588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1095591.125000 Penalty: 4537.004883
	Iteration 45Q: 3 clusters Score -1095591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1095592.375000 Penalty: 4537.004883
	Iteration 46Q: 3 clusters Score -1095592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1095594.875000 Penalty: 4537.004883
	Iteration 47Q: 3 clusters Score -1095595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1095597.625000 Penalty: 4537.004883
	Iteration 48Q: 3 clusters Score -1095598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1095600.125000 Penalty: 4537.004883
	Iteration 49Q: 3 clusters Score -1095600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1095603.375000 Penalty: 4537.004883
	Iteration 50Q: 3 clusters Score -1095603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1095604.750000 Penalty: 4537.004883
	Iteration 51Q: 3 clusters Score -1095605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1095605.500000 Penalty: 4537.004883
	Iteration 52Q: 3 clusters Score -1095606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1095604.375000 Penalty: 4537.004883
	Iteration 53Q: 3 clusters Score -1095604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1095604.500000 Penalty: 4537.004883
	Iteration 54Q: 3 clusters Score -1095604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1095606.500000 Penalty: 4537.004883
	Iteration 55Q: 3 clusters Score -1095606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1095613.500000 Penalty: 4537.004883
	Iteration 56Q: 3 clusters Score -1095614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1095614.375000 Penalty: 4537.004883
	Iteration 57Q: 3 clusters Score -1095614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1095612.875000 Penalty: 4537.004883
	Iteration 58Q: 3 clusters Score -1095613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1095615.375000 Penalty: 4537.004883
	Iteration 59Q: 3 clusters Score -1095615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1095616.375000 Penalty: 4537.004883
	Iteration 60F: 3 clusters Score -1095616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1095616.000000 Penalty: 4537.004883
	Iteration 61Q: 3 clusters Score -1095616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1095617.375000 Penalty: 4537.004883
	Iteration 62Q: 3 clusters Score -1095617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1095616.625000 Penalty: 4537.004883
	Iteration 63Q: 3 clusters Score -1095617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1095616.625000 Penalty: 4537.004883
	Iteration 64Q: 3 clusters Score -1095617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1095617.250000 Penalty: 4537.004883
	Iteration 65Q: 3 clusters Score -1095617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1095619.375000 Penalty: 4537.004883
	Iteration 66Q: 3 clusters Score -1095619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1095619.625000 Penalty: 4537.004883
	Iteration 67Q: 3 clusters Score -1095620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1095619.750000 Penalty: 4537.004883
	Iteration 68Q: 3 clusters Score -1095620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1095621.625000 Penalty: 4537.004883
	Iteration 69Q: 3 clusters Score -1095622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1095619.750000 Penalty: 4537.004883
	Iteration 70Q: 3 clusters Score -1095620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1095621.750000 Penalty: 4537.004883
	Iteration 71Q: 3 clusters Score -1095622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1095620.750000 Penalty: 4537.004883
	Iteration 72Q: 3 clusters Score -1095621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1095622.250000 Penalty: 4537.004883
	Iteration 73Q: 3 clusters Score -1095622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1095622.250000 Penalty: 4537.004883
	Iteration 74F: 3 clusters Score -1095622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -232672.640625 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -232672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -230052.359375 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -230052.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -230575.031250 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -230575 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -230765.671875 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -230765.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -230873.296875 Penalty: 3767.062744
	Iteration 3F: 3 clusters Score -230873.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -230934.843750 Penalty: 3767.062744
	Iteration 4Q: 3 clusters Score -230934.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -230981.125000 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -230981.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -231028.843750 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -231028.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -231062.984375 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -231063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -231087.796875 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -231087.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -231113.218750 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -231113.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -231132.156250 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -231132.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -231150.796875 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -231150.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -231166.296875 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -231166.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -231177.265625 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -231177.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -231193.765625 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -231193.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -231207.640625 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -231207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -231211.515625 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -231211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -231213.234375 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -231213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -231213.234375 Penalty: 3767.062744
	Iteration 18F: 3 clusters Score -231213.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -985798.562500 Penalty: 2197.860840
	Iteration 0F: 2 clusters Score -985798.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -980174.875000 Penalty: 4395.721680
	Iteration 0F: 3 clusters Score -980174.9 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -983642.125000 Penalty: 4395.721680
	Iteration 1F: 3 clusters Score -983642.1 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -985207.000000 Penalty: 4395.721680
	Iteration 2F: 3 clusters Score -985207 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -985967.750000 Penalty: 4395.721680
	Iteration 3F: 3 clusters Score -985967.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -986334.812500 Penalty: 4395.721680
	Iteration 4F: 3 clusters Score -986334.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -986550.562500 Penalty: 4395.721680
	Iteration 5Q: 3 clusters Score -986550.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -986725.937500 Penalty: 4395.721680
	Iteration 6Q: 3 clusters Score -986725.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -986904.937500 Penalty: 4395.721680
	Iteration 7Q: 3 clusters Score -986904.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -987050.187500 Penalty: 4395.721680
	Iteration 8Q: 3 clusters Score -987050.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -987160.062500 Penalty: 4395.721680
	Iteration 9Q: 3 clusters Score -987160.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -987230.437500 Penalty: 4395.721680
	Iteration 10Q: 3 clusters Score -987230.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -987284.250000 Penalty: 4395.721680
	Iteration 11Q: 3 clusters Score -987284.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -987332.500000 Penalty: 4395.721680
	Iteration 12Q: 3 clusters Score -987332.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -987392.000000 Penalty: 4395.721680
	Iteration 13Q: 3 clusters Score -987392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -987466.875000 Penalty: 4395.721680
	Iteration 14Q: 3 clusters Score -987466.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -987559.687500 Penalty: 4395.721680
	Iteration 15Q: 3 clusters Score -987559.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -987670.437500 Penalty: 4395.721680
	Iteration 16Q: 3 clusters Score -987670.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -987805.687500 Penalty: 4395.721680
	Iteration 17Q: 3 clusters Score -987805.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -988018.625000 Penalty: 4395.721680
	Iteration 18Q: 3 clusters Score -988018.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -988359.812500 Penalty: 4395.721680
	Iteration 19Q: 3 clusters Score -988359.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -988747.062500 Penalty: 4395.721680
	Iteration 20F: 3 clusters Score -988747.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -988983.937500 Penalty: 4395.721680
	Iteration 21Q: 3 clusters Score -988983.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -989148.812500 Penalty: 4395.721680
	Iteration 22Q: 3 clusters Score -989148.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -989358.000000 Penalty: 4395.721680
	Iteration 23Q: 3 clusters Score -989358 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -989587.562500 Penalty: 4395.721680
	Iteration 24Q: 3 clusters Score -989587.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -989894.125000 Penalty: 4395.721680
	Iteration 25Q: 3 clusters Score -989894.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -990187.750000 Penalty: 4395.721680
	Iteration 26Q: 3 clusters Score -990187.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -990387.375000 Penalty: 4395.721680
	Iteration 27Q: 3 clusters Score -990387.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -990515.312500 Penalty: 4395.721680
	Iteration 28Q: 3 clusters Score -990515.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -990615.625000 Penalty: 4395.721680
	Iteration 29Q: 3 clusters Score -990615.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -990687.250000 Penalty: 4395.721680
	Iteration 30Q: 3 clusters Score -990687.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -990726.125000 Penalty: 4395.721680
	Iteration 31Q: 3 clusters Score -990726.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -990743.750000 Penalty: 4395.721680
	Iteration 32Q: 3 clusters Score -990743.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -990768.000000 Penalty: 4395.721680
	Iteration 33Q: 3 clusters Score -990768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -990782.125000 Penalty: 4395.721680
	Iteration 34Q: 3 clusters Score -990782.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -990811.437500 Penalty: 4395.721680
	Iteration 35Q: 3 clusters Score -990811.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -990845.500000 Penalty: 4395.721680
	Iteration 36Q: 3 clusters Score -990845.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -990870.500000 Penalty: 4395.721680
	Iteration 37Q: 3 clusters Score -990870.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -990896.687500 Penalty: 4395.721680
	Iteration 38Q: 3 clusters Score -990896.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -990919.000000 Penalty: 4395.721680
	Iteration 39Q: 3 clusters Score -990919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -991058.625000 Penalty: 4395.721680
	Iteration 40F: 3 clusters Score -991058.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -991144.812500 Penalty: 4395.721680
	Iteration 41Q: 3 clusters Score -991144.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -991211.687500 Penalty: 4395.721680
	Iteration 42Q: 3 clusters Score -991211.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -991254.750000 Penalty: 4395.721680
	Iteration 43Q: 3 clusters Score -991254.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -991291.937500 Penalty: 4395.721680
	Iteration 44Q: 3 clusters Score -991291.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -991335.250000 Penalty: 4395.721680
	Iteration 45Q: 3 clusters Score -991335.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -991370.812500 Penalty: 4395.721680
	Iteration 46Q: 3 clusters Score -991370.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -991400.000000 Penalty: 4395.721680
	Iteration 47Q: 3 clusters Score -991400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -991427.312500 Penalty: 4395.721680
	Iteration 48Q: 3 clusters Score -991427.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -991458.500000 Penalty: 4395.721680
	Iteration 49Q: 3 clusters Score -991458.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -991504.062500 Penalty: 4395.721680
	Iteration 50Q: 3 clusters Score -991504.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -991566.500000 Penalty: 4395.721680
	Iteration 51Q: 3 clusters Score -991566.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -991652.562500 Penalty: 4395.721680
	Iteration 52Q: 3 clusters Score -991652.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -991729.687500 Penalty: 4395.721680
	Iteration 53Q: 3 clusters Score -991729.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -991825.187500 Penalty: 4395.721680
	Iteration 54Q: 3 clusters Score -991825.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -991916.750000 Penalty: 4395.721680
	Iteration 55Q: 3 clusters Score -991916.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -992018.562500 Penalty: 4395.721680
	Iteration 56Q: 3 clusters Score -992018.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -992109.437500 Penalty: 4395.721680
	Iteration 57Q: 3 clusters Score -992109.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -992190.312500 Penalty: 4395.721680
	Iteration 58Q: 3 clusters Score -992190.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -992255.875000 Penalty: 4395.721680
	Iteration 59Q: 3 clusters Score -992255.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -992456.562500 Penalty: 4395.721680
	Iteration 60F: 3 clusters Score -992456.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -992704.625000 Penalty: 4395.721680
	Iteration 61Q: 3 clusters Score -992704.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -992939.375000 Penalty: 4395.721680
	Iteration 62Q: 3 clusters Score -992939.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -993224.000000 Penalty: 4395.721680
	Iteration 63Q: 3 clusters Score -993224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -993283.062500 Penalty: 4395.721680
	Iteration 64Q: 3 clusters Score -993283.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -993311.500000 Penalty: 4395.721680
	Iteration 65Q: 3 clusters Score -993311.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -993335.375000 Penalty: 4395.721680
	Iteration 66Q: 3 clusters Score -993335.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -993346.875000 Penalty: 4395.721680
	Iteration 67Q: 3 clusters Score -993346.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -993353.375000 Penalty: 4395.721680
	Iteration 68Q: 3 clusters Score -993353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -993358.687500 Penalty: 4395.721680
	Iteration 69Q: 3 clusters Score -993358.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -993363.687500 Penalty: 4395.721680
	Iteration 70Q: 3 clusters Score -993363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -993361.250000 Penalty: 4395.721680
	Iteration 71Q: 3 clusters Score -993361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -993362.250000 Penalty: 4395.721680
	Iteration 72Q: 3 clusters Score -993362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -993364.312500 Penalty: 4395.721680
	Iteration 73Q: 3 clusters Score -993364.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -993366.937500 Penalty: 4395.721680
	Iteration 74Q: 3 clusters Score -993366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -993362.437500 Penalty: 4395.721680
	Iteration 75Q: 3 clusters Score -993362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -993362.437500 Penalty: 4395.721680
	Iteration 76F: 3 clusters Score -993362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 209 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2221 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3053 members 
Mstep: Class 60 contains 1251 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 349 members 
Mstep: Class 63 contains 4840 members 
Entering Unmasked Estep 
Score: -133761064.000000 Penalty: 218415.500000
Splitting cluster 48 changes total score from -133754360.000000 to -133761064.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 49 (11127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Entering Unmasked Estep 
Score: -1257613.250000 Penalty: 2310.648193
	Iteration 0F: 2 clusters Score -1257613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1249182.500000 Penalty: 4621.296387
	Iteration 0F: 3 clusters Score -1249182 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1251865.750000 Penalty: 4621.296387
	Iteration 1F: 3 clusters Score -1251866 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1252357.000000 Penalty: 4621.296387
	Iteration 2F: 3 clusters Score -1252357 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1252893.625000 Penalty: 4621.296387
	Iteration 3F: 3 clusters Score -1252894 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1253452.250000 Penalty: 4621.296387
	Iteration 4F: 3 clusters Score -1253452 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1253978.000000 Penalty: 4621.296387
	Iteration 5F: 3 clusters Score -1253978 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1254432.750000 Penalty: 4621.296387
	Iteration 6F: 3 clusters Score -1254433 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1254813.500000 Penalty: 4621.296387
	Iteration 7Q: 3 clusters Score -1254814 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1255169.250000 Penalty: 4621.296387
	Iteration 8Q: 3 clusters Score -1255169 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1255421.875000 Penalty: 4621.296387
	Iteration 9Q: 3 clusters Score -1255422 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1255581.500000 Penalty: 4621.296387
	Iteration 10Q: 3 clusters Score -1255582 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1255707.500000 Penalty: 4621.296387
	Iteration 11Q: 3 clusters Score -1255708 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1255788.375000 Penalty: 4621.296387
	Iteration 12Q: 3 clusters Score -1255788 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1255851.625000 Penalty: 4621.296387
	Iteration 13Q: 3 clusters Score -1255852 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1255897.750000 Penalty: 4621.296387
	Iteration 14Q: 3 clusters Score -1255898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1255932.875000 Penalty: 4621.296387
	Iteration 15Q: 3 clusters Score -1255933 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1255953.000000 Penalty: 4621.296387
	Iteration 16Q: 3 clusters Score -1255953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1255970.875000 Penalty: 4621.296387
	Iteration 17Q: 3 clusters Score -1255971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1255975.500000 Penalty: 4621.296387
	Iteration 18Q: 3 clusters Score -1255976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1255983.875000 Penalty: 4621.296387
	Iteration 19Q: 3 clusters Score -1255984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1255992.750000 Penalty: 4621.296387
	Iteration 20F: 3 clusters Score -1255993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1256001.750000 Penalty: 4621.296387
	Iteration 21Q: 3 clusters Score -1256002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1256003.875000 Penalty: 4621.296387
	Iteration 22Q: 3 clusters Score -1256004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1256013.500000 Penalty: 4621.296387
	Iteration 23Q: 3 clusters Score -1256014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1256027.500000 Penalty: 4621.296387
	Iteration 24Q: 3 clusters Score -1256028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1256032.000000 Penalty: 4621.296387
	Iteration 25Q: 3 clusters Score -1256032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1256041.875000 Penalty: 4621.296387
	Iteration 26Q: 3 clusters Score -1256042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1256040.625000 Penalty: 4621.296387
	Iteration 27Q: 3 clusters Score -1256041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1256043.625000 Penalty: 4621.296387
	Iteration 28Q: 3 clusters Score -1256044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1256045.875000 Penalty: 4621.296387
	Iteration 29Q: 3 clusters Score -1256046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1256052.375000 Penalty: 4621.296387
	Iteration 30Q: 3 clusters Score -1256052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1256053.750000 Penalty: 4621.296387
	Iteration 31Q: 3 clusters Score -1256054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1256053.750000 Penalty: 4621.296387
	Iteration 32Q: 3 clusters Score -1256054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1256054.250000 Penalty: 4621.296387
	Iteration 33Q: 3 clusters Score -1256054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1256058.375000 Penalty: 4621.296387
	Iteration 34Q: 3 clusters Score -1256058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1256060.250000 Penalty: 4621.296387
	Iteration 35Q: 3 clusters Score -1256060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1256059.125000 Penalty: 4621.296387
	Iteration 36Q: 3 clusters Score -1256059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1256062.750000 Penalty: 4621.296387
	Iteration 37Q: 3 clusters Score -1256063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1256064.500000 Penalty: 4621.296387
	Iteration 38Q: 3 clusters Score -1256064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1256065.375000 Penalty: 4621.296387
	Iteration 39Q: 3 clusters Score -1256065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1256066.750000 Penalty: 4621.296387
	Iteration 40F: 3 clusters Score -1256067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1256068.750000 Penalty: 4621.296387
	Iteration 41Q: 3 clusters Score -1256069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1256067.625000 Penalty: 4621.296387
	Iteration 42Q: 3 clusters Score -1256068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1256071.875000 Penalty: 4621.296387
	Iteration 43Q: 3 clusters Score -1256072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1256071.750000 Penalty: 4621.296387
	Iteration 44Q: 3 clusters Score -1256072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1256073.000000 Penalty: 4621.296387
	Iteration 45Q: 3 clusters Score -1256073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1256074.000000 Penalty: 4621.296387
	Iteration 46Q: 3 clusters Score -1256074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1256073.875000 Penalty: 4621.296387
	Iteration 47Q: 3 clusters Score -1256074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1256078.125000 Penalty: 4621.296387
	Iteration 48Q: 3 clusters Score -1256078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1256077.125000 Penalty: 4621.296387
	Iteration 49Q: 3 clusters Score -1256077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1256079.000000 Penalty: 4621.296387
	Iteration 50Q: 3 clusters Score -1256079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1256076.250000 Penalty: 4621.296387
	Iteration 51Q: 3 clusters Score -1256076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1256078.625000 Penalty: 4621.296387
	Iteration 52Q: 3 clusters Score -1256079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1256080.375000 Penalty: 4621.296387
	Iteration 53Q: 3 clusters Score -1256080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1256080.500000 Penalty: 4621.296387
	Iteration 54Q: 3 clusters Score -1256080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1256080.125000 Penalty: 4621.296387
	Iteration 55Q: 3 clusters Score -1256080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1256082.875000 Penalty: 4621.296387
	Iteration 56Q: 3 clusters Score -1256083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1256085.000000 Penalty: 4621.296387
	Iteration 57Q: 3 clusters Score -1256085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1256083.750000 Penalty: 4621.296387
	Iteration 58Q: 3 clusters Score -1256084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1256084.125000 Penalty: 4621.296387
	Iteration 59Q: 3 clusters Score -1256084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1256084.750000 Penalty: 4621.296387
	Iteration 60F: 3 clusters Score -1256085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1256083.875000 Penalty: 4621.296387
	Iteration 61Q: 3 clusters Score -1256084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1256083.625000 Penalty: 4621.296387
	Iteration 62Q: 3 clusters Score -1256084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1256084.375000 Penalty: 4621.296387
	Iteration 63Q: 3 clusters Score -1256084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1256083.375000 Penalty: 4621.296387
	Iteration 64Q: 3 clusters Score -1256083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1256085.000000 Penalty: 4621.296387
	Iteration 65Q: 3 clusters Score -1256085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1256085.375000 Penalty: 4621.296387
	Iteration 66Q: 3 clusters Score -1256085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1256087.250000 Penalty: 4621.296387
	Iteration 67Q: 3 clusters Score -1256087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1256089.625000 Penalty: 4621.296387
	Iteration 68Q: 3 clusters Score -1256090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1256088.250000 Penalty: 4621.296387
	Iteration 69Q: 3 clusters Score -1256088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1256088.875000 Penalty: 4621.296387
	Iteration 70Q: 3 clusters Score -1256089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1256088.875000 Penalty: 4621.296387
	Iteration 71F: 3 clusters Score -1256089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Entering Unmasked Estep 
Score: -1058941.125000 Penalty: 2261.510010
	Iteration 0F: 2 clusters Score -1058941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1051897.625000 Penalty: 4523.020020
	Iteration 0F: 3 clusters Score -1051898 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1054138.000000 Penalty: 4523.020020
	Iteration 1F: 3 clusters Score -1054138 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1054444.875000 Penalty: 4523.020020
	Iteration 2F: 3 clusters Score -1054445 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1054710.625000 Penalty: 4523.020020
	Iteration 3Q: 3 clusters Score -1054711 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1054957.125000 Penalty: 4523.020020
	Iteration 4Q: 3 clusters Score -1054957 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1055158.000000 Penalty: 4523.020020
	Iteration 5Q: 3 clusters Score -1055158 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1055332.625000 Penalty: 4523.020020
	Iteration 6Q: 3 clusters Score -1055333 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1055468.625000 Penalty: 4523.020020
	Iteration 7Q: 3 clusters Score -1055469 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1055579.625000 Penalty: 4523.020020
	Iteration 8Q: 3 clusters Score -1055580 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1055675.875000 Penalty: 4523.020020
	Iteration 9Q: 3 clusters Score -1055676 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1055763.500000 Penalty: 4523.020020
	Iteration 10Q: 3 clusters Score -1055764 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1055858.875000 Penalty: 4523.020020
	Iteration 11Q: 3 clusters Score -1055859 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1055935.250000 Penalty: 4523.020020
	Iteration 12Q: 3 clusters Score -1055935 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1056016.000000 Penalty: 4523.020020
	Iteration 13Q: 3 clusters Score -1056016 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1056111.625000 Penalty: 4523.020020
	Iteration 14Q: 3 clusters Score -1056112 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1056214.750000 Penalty: 4523.020020
	Iteration 15Q: 3 clusters Score -1056215 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1056319.000000 Penalty: 4523.020020
	Iteration 16Q: 3 clusters Score -1056319 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1056446.875000 Penalty: 4523.020020
	Iteration 17Q: 3 clusters Score -1056447 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1056576.125000 Penalty: 4523.020020
	Iteration 18Q: 3 clusters Score -1056576 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1056711.250000 Penalty: 4523.020020
	Iteration 19Q: 3 clusters Score -1056711 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1056826.250000 Penalty: 4523.020020
	Iteration 20F: 3 clusters Score -1056826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1056910.250000 Penalty: 4523.020020
	Iteration 21Q: 3 clusters Score -1056910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1056987.750000 Penalty: 4523.020020
	Iteration 22Q: 3 clusters Score -1056988 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1057060.625000 Penalty: 4523.020020
	Iteration 23Q: 3 clusters Score -1057061 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1057105.125000 Penalty: 4523.020020
	Iteration 24Q: 3 clusters Score -1057105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1057138.125000 Penalty: 4523.020020
	Iteration 25Q: 3 clusters Score -1057138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1057165.125000 Penalty: 4523.020020
	Iteration 26Q: 3 clusters Score -1057165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1057186.500000 Penalty: 4523.020020
	Iteration 27Q: 3 clusters Score -1057186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1057207.125000 Penalty: 4523.020020
	Iteration 28Q: 3 clusters Score -1057207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1057229.875000 Penalty: 4523.020020
	Iteration 29Q: 3 clusters Score -1057230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1057244.125000 Penalty: 4523.020020
	Iteration 30Q: 3 clusters Score -1057244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1057257.250000 Penalty: 4523.020020
	Iteration 31Q: 3 clusters Score -1057257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1057265.875000 Penalty: 4523.020020
	Iteration 32Q: 3 clusters Score -1057266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1057275.250000 Penalty: 4523.020020
	Iteration 33Q: 3 clusters Score -1057275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1057282.750000 Penalty: 4523.020020
	Iteration 34Q: 3 clusters Score -1057283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1057289.750000 Penalty: 4523.020020
	Iteration 35Q: 3 clusters Score -1057290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1057295.000000 Penalty: 4523.020020
	Iteration 36Q: 3 clusters Score -1057295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1057297.375000 Penalty: 4523.020020
	Iteration 37Q: 3 clusters Score -1057297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1057297.250000 Penalty: 4523.020020
	Iteration 38Q: 3 clusters Score -1057297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1057299.750000 Penalty: 4523.020020
	Iteration 39Q: 3 clusters Score -1057300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1057303.000000 Penalty: 4523.020020
	Iteration 40F: 3 clusters Score -1057303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1057306.250000 Penalty: 4523.020020
	Iteration 41Q: 3 clusters Score -1057306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1057307.875000 Penalty: 4523.020020
	Iteration 42Q: 3 clusters Score -1057308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1057311.375000 Penalty: 4523.020020
	Iteration 43Q: 3 clusters Score -1057311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1057313.250000 Penalty: 4523.020020
	Iteration 44Q: 3 clusters Score -1057313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1057314.875000 Penalty: 4523.020020
	Iteration 45Q: 3 clusters Score -1057315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1057315.625000 Penalty: 4523.020020
	Iteration 46Q: 3 clusters Score -1057316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1057315.000000 Penalty: 4523.020020
	Iteration 47Q: 3 clusters Score -1057315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1057315.000000 Penalty: 4523.020020
	Iteration 48F: 3 clusters Score -1057315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -207635.718750 Penalty: 1831.383301
	Iteration 0F: 2 clusters Score -207635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -205422.984375 Penalty: 3662.766602
	Iteration 0F: 3 clusters Score -205423 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -206370.500000 Penalty: 3662.766602
	Iteration 1F: 3 clusters Score -206370.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -207002.921875 Penalty: 3662.766602
	Iteration 2F: 3 clusters Score -207002.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -207644.109375 Penalty: 3662.766602
	Iteration 3F: 3 clusters Score -207644.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -208093.843750 Penalty: 3662.766602
	Iteration 4F: 3 clusters Score -208093.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -208373.609375 Penalty: 3662.766602
	Iteration 5F: 3 clusters Score -208373.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -208514.296875 Penalty: 3662.766602
	Iteration 6Q: 3 clusters Score -208514.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -208597.765625 Penalty: 3662.766602
	Iteration 7Q: 3 clusters Score -208597.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -208668.343750 Penalty: 3662.766602
	Iteration 8Q: 3 clusters Score -208668.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -208757.953125 Penalty: 3662.766602
	Iteration 9Q: 3 clusters Score -208758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -208816.250000 Penalty: 3662.766602
	Iteration 10Q: 3 clusters Score -208816.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -208915.046875 Penalty: 3662.766602
	Iteration 11Q: 3 clusters Score -208915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -209090.875000 Penalty: 3662.766602
	Iteration 12Q: 3 clusters Score -209090.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -209322.890625 Penalty: 3662.766602
	Iteration 13Q: 3 clusters Score -209322.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -209584.937500 Penalty: 3662.766602
	Iteration 14Q: 3 clusters Score -209584.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -209726.453125 Penalty: 3662.766602
	Iteration 15Q: 3 clusters Score -209726.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -209772.640625 Penalty: 3662.766602
	Iteration 16Q: 3 clusters Score -209772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -209783.421875 Penalty: 3662.766602
	Iteration 17Q: 3 clusters Score -209783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -209785.921875 Penalty: 3662.766602
	Iteration 18Q: 3 clusters Score -209785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -209791.296875 Penalty: 3662.766602
	Iteration 19Q: 3 clusters Score -209791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -209823.421875 Penalty: 3662.766602
	Iteration 20F: 3 clusters Score -209823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -209935.093750 Penalty: 3662.766602
	Iteration 21Q: 3 clusters Score -209935.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -210100.328125 Penalty: 3662.766602
	Iteration 22Q: 3 clusters Score -210100.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -210207.625000 Penalty: 3662.766602
	Iteration 23Q: 3 clusters Score -210207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -210218.593750 Penalty: 3662.766602
	Iteration 24Q: 3 clusters Score -210218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210227.968750 Penalty: 3662.766602
	Iteration 25Q: 3 clusters Score -210228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210231.078125 Penalty: 3662.766602
	Iteration 26Q: 3 clusters Score -210231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210231.078125 Penalty: 3662.766602
	Iteration 27F: 3 clusters Score -210231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 209 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2221 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 962 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 2311 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3053 members 
Mstep: Class 60 contains 1251 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 349 members 
Mstep: Class 63 contains 4840 members 
Mstep: Class 64 contains 649 members 
Entering Unmasked Estep 
Score: -133761736.000000 Penalty: 221882.406250
Splitting cluster 51 changes total score from -133754360.000000 to -133761736.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 52 (15847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Entering Unmasked Estep 
Score: -1879778.125000 Penalty: 2398.342285
	Iteration 0F: 2 clusters Score -1879778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1868373.000000 Penalty: 4796.684570
	Iteration 0F: 3 clusters Score -1868373 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1871982.875000 Penalty: 4796.684570
	Iteration 1F: 3 clusters Score -1871983 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1872553.500000 Penalty: 4796.684570
	Iteration 2F: 3 clusters Score -1872554 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1873239.625000 Penalty: 4796.684570
	Iteration 3F: 3 clusters Score -1873240 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1874090.750000 Penalty: 4796.684570
	Iteration 4F: 3 clusters Score -1874091 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1875065.750000 Penalty: 4796.684570
	Iteration 5F: 3 clusters Score -1875066 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1876004.125000 Penalty: 4796.684570
	Iteration 6F: 3 clusters Score -1876004 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1876702.875000 Penalty: 4796.684570
	Iteration 7F: 3 clusters Score -1876703 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1877103.750000 Penalty: 4796.684570
	Iteration 8Q: 3 clusters Score -1877104 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1877347.625000 Penalty: 4796.684570
	Iteration 9Q: 3 clusters Score -1877348 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1877521.250000 Penalty: 4796.684570
	Iteration 10Q: 3 clusters Score -1877521 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1877676.875000 Penalty: 4796.684570
	Iteration 11Q: 3 clusters Score -1877677 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1877816.250000 Penalty: 4796.684570
	Iteration 12Q: 3 clusters Score -1877816 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1877959.500000 Penalty: 4796.684570
	Iteration 13Q: 3 clusters Score -1877960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1878108.500000 Penalty: 4796.684570
	Iteration 14Q: 3 clusters Score -1878108 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1878231.750000 Penalty: 4796.684570
	Iteration 15Q: 3 clusters Score -1878232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1878327.500000 Penalty: 4796.684570
	Iteration 16Q: 3 clusters Score -1878328 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1878415.375000 Penalty: 4796.684570
	Iteration 17Q: 3 clusters Score -1878415 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1878487.750000 Penalty: 4796.684570
	Iteration 18Q: 3 clusters Score -1878488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1878520.250000 Penalty: 4796.684570
	Iteration 19Q: 3 clusters Score -1878520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1878556.750000 Penalty: 4796.684570
	Iteration 20F: 3 clusters Score -1878557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1878572.250000 Penalty: 4796.684570
	Iteration 21Q: 3 clusters Score -1878572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1878573.250000 Penalty: 4796.684570
	Iteration 22Q: 3 clusters Score -1878573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1878578.625000 Penalty: 4796.684570
	Iteration 23Q: 3 clusters Score -1878579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1878581.375000 Penalty: 4796.684570
	Iteration 24Q: 3 clusters Score -1878581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1878586.125000 Penalty: 4796.684570
	Iteration 25Q: 3 clusters Score -1878586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1878594.625000 Penalty: 4796.684570
	Iteration 26Q: 3 clusters Score -1878595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1878600.500000 Penalty: 4796.684570
	Iteration 27Q: 3 clusters Score -1878600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1878605.375000 Penalty: 4796.684570
	Iteration 28Q: 3 clusters Score -1878605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1878611.125000 Penalty: 4796.684570
	Iteration 29Q: 3 clusters Score -1878611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1878613.750000 Penalty: 4796.684570
	Iteration 30Q: 3 clusters Score -1878614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1878622.000000 Penalty: 4796.684570
	Iteration 31Q: 3 clusters Score -1878622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1878633.500000 Penalty: 4796.684570
	Iteration 32Q: 3 clusters Score -1878634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1878639.375000 Penalty: 4796.684570
	Iteration 33Q: 3 clusters Score -1878639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1878650.375000 Penalty: 4796.684570
	Iteration 34Q: 3 clusters Score -1878650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1878652.250000 Penalty: 4796.684570
	Iteration 35Q: 3 clusters Score -1878652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1878660.625000 Penalty: 4796.684570
	Iteration 36Q: 3 clusters Score -1878661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1878676.625000 Penalty: 4796.684570
	Iteration 37Q: 3 clusters Score -1878677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1878689.625000 Penalty: 4796.684570
	Iteration 38Q: 3 clusters Score -1878690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1878695.625000 Penalty: 4796.684570
	Iteration 39Q: 3 clusters Score -1878696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1878705.500000 Penalty: 4796.684570
	Iteration 40F: 3 clusters Score -1878706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1878716.500000 Penalty: 4796.684570
	Iteration 41Q: 3 clusters Score -1878716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1878724.000000 Penalty: 4796.684570
	Iteration 42Q: 3 clusters Score -1878724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1878731.750000 Penalty: 4796.684570
	Iteration 43Q: 3 clusters Score -1878732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1878739.625000 Penalty: 4796.684570
	Iteration 44Q: 3 clusters Score -1878740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1878755.500000 Penalty: 4796.684570
	Iteration 45Q: 3 clusters Score -1878756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1878768.875000 Penalty: 4796.684570
	Iteration 46Q: 3 clusters Score -1878769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1878778.000000 Penalty: 4796.684570
	Iteration 47Q: 3 clusters Score -1878778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1878789.875000 Penalty: 4796.684570
	Iteration 48Q: 3 clusters Score -1878790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1878798.250000 Penalty: 4796.684570
	Iteration 49Q: 3 clusters Score -1878798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1878811.750000 Penalty: 4796.684570
	Iteration 50Q: 3 clusters Score -1878812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1878820.500000 Penalty: 4796.684570
	Iteration 51Q: 3 clusters Score -1878820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1878837.625000 Penalty: 4796.684570
	Iteration 52Q: 3 clusters Score -1878838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1878853.375000 Penalty: 4796.684570
	Iteration 53Q: 3 clusters Score -1878853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1878866.250000 Penalty: 4796.684570
	Iteration 54Q: 3 clusters Score -1878866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1878887.875000 Penalty: 4796.684570
	Iteration 55Q: 3 clusters Score -1878888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1878907.125000 Penalty: 4796.684570
	Iteration 56Q: 3 clusters Score -1878907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1878924.750000 Penalty: 4796.684570
	Iteration 57Q: 3 clusters Score -1878925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1878941.125000 Penalty: 4796.684570
	Iteration 58Q: 3 clusters Score -1878941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1878952.375000 Penalty: 4796.684570
	Iteration 59Q: 3 clusters Score -1878952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1878961.875000 Penalty: 4796.684570
	Iteration 60F: 3 clusters Score -1878962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1878978.500000 Penalty: 4796.684570
	Iteration 61Q: 3 clusters Score -1878978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1878982.625000 Penalty: 4796.684570
	Iteration 62Q: 3 clusters Score -1878983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1878994.750000 Penalty: 4796.684570
	Iteration 63Q: 3 clusters Score -1878995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1879002.500000 Penalty: 4796.684570
	Iteration 64Q: 3 clusters Score -1879002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1879011.500000 Penalty: 4796.684570
	Iteration 65Q: 3 clusters Score -1879012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1879020.375000 Penalty: 4796.684570
	Iteration 66Q: 3 clusters Score -1879020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1879028.250000 Penalty: 4796.684570
	Iteration 67Q: 3 clusters Score -1879028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1879030.750000 Penalty: 4796.684570
	Iteration 68Q: 3 clusters Score -1879031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1879038.500000 Penalty: 4796.684570
	Iteration 69Q: 3 clusters Score -1879038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1879040.125000 Penalty: 4796.684570
	Iteration 70Q: 3 clusters Score -1879040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1879047.000000 Penalty: 4796.684570
	Iteration 71Q: 3 clusters Score -1879047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1879053.250000 Penalty: 4796.684570
	Iteration 72Q: 3 clusters Score -1879053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1879053.250000 Penalty: 4796.684570
	Iteration 73Q: 3 clusters Score -1879053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1879059.125000 Penalty: 4796.684570
	Iteration 74Q: 3 clusters Score -1879059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1879062.125000 Penalty: 4796.684570
	Iteration 75Q: 3 clusters Score -1879062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1879063.500000 Penalty: 4796.684570
	Iteration 76Q: 3 clusters Score -1879064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1879064.625000 Penalty: 4796.684570
	Iteration 77Q: 3 clusters Score -1879065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1879069.750000 Penalty: 4796.684570
	Iteration 78Q: 3 clusters Score -1879070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1879070.375000 Penalty: 4796.684570
	Iteration 79Q: 3 clusters Score -1879070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1879073.000000 Penalty: 4796.684570
	Iteration 80F: 3 clusters Score -1879073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1879075.000000 Penalty: 4796.684570
	Iteration 81Q: 3 clusters Score -1879075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1879073.625000 Penalty: 4796.684570
	Iteration 82Q: 3 clusters Score -1879074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1879080.250000 Penalty: 4796.684570
	Iteration 83Q: 3 clusters Score -1879080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1879080.125000 Penalty: 4796.684570
	Iteration 84Q: 3 clusters Score -1879080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1879085.750000 Penalty: 4796.684570
	Iteration 85Q: 3 clusters Score -1879086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1879085.000000 Penalty: 4796.684570
	Iteration 86Q: 3 clusters Score -1879085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1879089.375000 Penalty: 4796.684570
	Iteration 87Q: 3 clusters Score -1879089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1879092.750000 Penalty: 4796.684570
	Iteration 88Q: 3 clusters Score -1879093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1879094.625000 Penalty: 4796.684570
	Iteration 89Q: 3 clusters Score -1879095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1879095.875000 Penalty: 4796.684570
	Iteration 90Q: 3 clusters Score -1879096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1879097.000000 Penalty: 4796.684570
	Iteration 91Q: 3 clusters Score -1879097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1879096.000000 Penalty: 4796.684570
	Iteration 92Q: 3 clusters Score -1879096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1879095.625000 Penalty: 4796.684570
	Iteration 93Q: 3 clusters Score -1879096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1879095.625000 Penalty: 4796.684570
	Iteration 94F: 3 clusters Score -1879096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Entering Unmasked Estep 
Score: -502043.718750 Penalty: 2079.770996
	Iteration 0F: 2 clusters Score -502043.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -497906.718750 Penalty: 4159.541992
	Iteration 0F: 3 clusters Score -497906.7 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -498839.000000 Penalty: 4159.541992
	Iteration 1F: 3 clusters Score -498839 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -499030.625000 Penalty: 4159.541992
	Iteration 2F: 3 clusters Score -499030.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -499152.187500 Penalty: 4159.541992
	Iteration 3Q: 3 clusters Score -499152.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -499253.125000 Penalty: 4159.541992
	Iteration 4Q: 3 clusters Score -499253.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -499336.718750 Penalty: 4159.541992
	Iteration 5Q: 3 clusters Score -499336.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -499421.031250 Penalty: 4159.541992
	Iteration 6Q: 3 clusters Score -499421 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -499495.687500 Penalty: 4159.541992
	Iteration 7Q: 3 clusters Score -499495.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -499555.312500 Penalty: 4159.541992
	Iteration 8Q: 3 clusters Score -499555.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -499600.718750 Penalty: 4159.541992
	Iteration 9Q: 3 clusters Score -499600.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -499637.937500 Penalty: 4159.541992
	Iteration 10Q: 3 clusters Score -499637.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -499673.656250 Penalty: 4159.541992
	Iteration 11Q: 3 clusters Score -499673.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -499702.437500 Penalty: 4159.541992
	Iteration 12Q: 3 clusters Score -499702.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -499736.656250 Penalty: 4159.541992
	Iteration 13Q: 3 clusters Score -499736.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -499776.562500 Penalty: 4159.541992
	Iteration 14Q: 3 clusters Score -499776.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -499810.312500 Penalty: 4159.541992
	Iteration 15Q: 3 clusters Score -499810.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -499830.625000 Penalty: 4159.541992
	Iteration 16Q: 3 clusters Score -499830.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -499848.312500 Penalty: 4159.541992
	Iteration 17Q: 3 clusters Score -499848.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -499869.812500 Penalty: 4159.541992
	Iteration 18Q: 3 clusters Score -499869.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -499883.281250 Penalty: 4159.541992
	Iteration 19Q: 3 clusters Score -499883.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -499898.906250 Penalty: 4159.541992
	Iteration 20F: 3 clusters Score -499898.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -499915.937500 Penalty: 4159.541992
	Iteration 21Q: 3 clusters Score -499915.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -499932.187500 Penalty: 4159.541992
	Iteration 22Q: 3 clusters Score -499932.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -499948.781250 Penalty: 4159.541992
	Iteration 23Q: 3 clusters Score -499948.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -499958.687500 Penalty: 4159.541992
	Iteration 24Q: 3 clusters Score -499958.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -499970.906250 Penalty: 4159.541992
	Iteration 25Q: 3 clusters Score -499970.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -499983.062500 Penalty: 4159.541992
	Iteration 26Q: 3 clusters Score -499983.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -499993.375000 Penalty: 4159.541992
	Iteration 27Q: 3 clusters Score -499993.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -500002.406250 Penalty: 4159.541992
	Iteration 28Q: 3 clusters Score -500002.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -500008.500000 Penalty: 4159.541992
	Iteration 29Q: 3 clusters Score -500008.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -500013.656250 Penalty: 4159.541992
	Iteration 30Q: 3 clusters Score -500013.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -500019.437500 Penalty: 4159.541992
	Iteration 31Q: 3 clusters Score -500019.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -500023.000000 Penalty: 4159.541992
	Iteration 32Q: 3 clusters Score -500023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -500025.375000 Penalty: 4159.541992
	Iteration 33Q: 3 clusters Score -500025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -500027.093750 Penalty: 4159.541992
	Iteration 34Q: 3 clusters Score -500027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -500026.562500 Penalty: 4159.541992
	Iteration 35Q: 3 clusters Score -500026.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -500028.125000 Penalty: 4159.541992
	Iteration 36Q: 3 clusters Score -500028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -500030.781250 Penalty: 4159.541992
	Iteration 37Q: 3 clusters Score -500030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -500032.437500 Penalty: 4159.541992
	Iteration 38Q: 3 clusters Score -500032.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -500032.750000 Penalty: 4159.541992
	Iteration 39Q: 3 clusters Score -500032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -500034.312500 Penalty: 4159.541992
	Iteration 40F: 3 clusters Score -500034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -500035.750000 Penalty: 4159.541992
	Iteration 41Q: 3 clusters Score -500035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -500036.531250 Penalty: 4159.541992
	Iteration 42Q: 3 clusters Score -500036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -500036.531250 Penalty: 4159.541992
	Iteration 43F: 3 clusters Score -500036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (19641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Entering Unmasked Estep 
Score: -2200681.250000 Penalty: 2451.572754
	Iteration 0F: 2 clusters Score -2200681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2186835.500000 Penalty: 4903.145508
	Iteration 0F: 3 clusters Score -2186836 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2191584.000000 Penalty: 4903.145508
	Iteration 1F: 3 clusters Score -2191584 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2192039.750000 Penalty: 4903.145508
	Iteration 2F: 3 clusters Score -2192040 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2192359.500000 Penalty: 4903.145508
	Iteration 3Q: 3 clusters Score -2192360 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2192602.250000 Penalty: 4903.145508
	Iteration 4Q: 3 clusters Score -2192602 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2192825.750000 Penalty: 4903.145508
	Iteration 5Q: 3 clusters Score -2192826 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2193035.000000 Penalty: 4903.145508
	Iteration 6Q: 3 clusters Score -2193035 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2193245.250000 Penalty: 4903.145508
	Iteration 7Q: 3 clusters Score -2193245 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2193458.500000 Penalty: 4903.145508
	Iteration 8Q: 3 clusters Score -2193458 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2193686.500000 Penalty: 4903.145508
	Iteration 9Q: 3 clusters Score -2193686 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2193980.500000 Penalty: 4903.145508
	Iteration 10Q: 3 clusters Score -2193980 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2194375.000000 Penalty: 4903.145508
	Iteration 11Q: 3 clusters Score -2194375 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2194856.250000 Penalty: 4903.145508
	Iteration 12Q: 3 clusters Score -2194856 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2195425.750000 Penalty: 4903.145508
	Iteration 13Q: 3 clusters Score -2195426 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2196066.500000 Penalty: 4903.145508
	Iteration 14Q: 3 clusters Score -2196066 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2196688.250000 Penalty: 4903.145508
	Iteration 15Q: 3 clusters Score -2196688 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2197255.250000 Penalty: 4903.145508
	Iteration 16Q: 3 clusters Score -2197255 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2197738.250000 Penalty: 4903.145508
	Iteration 17Q: 3 clusters Score -2197738 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2198118.250000 Penalty: 4903.145508
	Iteration 18Q: 3 clusters Score -2198118 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2198454.000000 Penalty: 4903.145508
	Iteration 19Q: 3 clusters Score -2198454 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2198724.250000 Penalty: 4903.145508
	Iteration 20F: 3 clusters Score -2198724 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2198943.000000 Penalty: 4903.145508
	Iteration 21Q: 3 clusters Score -2198943 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2199081.500000 Penalty: 4903.145508
	Iteration 22Q: 3 clusters Score -2199082 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2199189.250000 Penalty: 4903.145508
	Iteration 23Q: 3 clusters Score -2199189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2199244.500000 Penalty: 4903.145508
	Iteration 24Q: 3 clusters Score -2199244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2199267.500000 Penalty: 4903.145508
	Iteration 25Q: 3 clusters Score -2199268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2199279.750000 Penalty: 4903.145508
	Iteration 26Q: 3 clusters Score -2199280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2199289.250000 Penalty: 4903.145508
	Iteration 27Q: 3 clusters Score -2199289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2199301.000000 Penalty: 4903.145508
	Iteration 28Q: 3 clusters Score -2199301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2199307.750000 Penalty: 4903.145508
	Iteration 29Q: 3 clusters Score -2199308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2199311.500000 Penalty: 4903.145508
	Iteration 30Q: 3 clusters Score -2199312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2199316.250000 Penalty: 4903.145508
	Iteration 31Q: 3 clusters Score -2199316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2199321.500000 Penalty: 4903.145508
	Iteration 32Q: 3 clusters Score -2199322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2199329.000000 Penalty: 4903.145508
	Iteration 33Q: 3 clusters Score -2199329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2199332.750000 Penalty: 4903.145508
	Iteration 34Q: 3 clusters Score -2199333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2199339.250000 Penalty: 4903.145508
	Iteration 35Q: 3 clusters Score -2199339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2199342.750000 Penalty: 4903.145508
	Iteration 36Q: 3 clusters Score -2199343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2199344.000000 Penalty: 4903.145508
	Iteration 37Q: 3 clusters Score -2199344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2199347.000000 Penalty: 4903.145508
	Iteration 38Q: 3 clusters Score -2199347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2199347.250000 Penalty: 4903.145508
	Iteration 39Q: 3 clusters Score -2199347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2199350.250000 Penalty: 4903.145508
	Iteration 40F: 3 clusters Score -2199350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2199346.750000 Penalty: 4903.145508
	Iteration 41Q: 3 clusters Score -2199347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2199346.750000 Penalty: 4903.145508
	Iteration 42F: 3 clusters Score -2199347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -325764.562500 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -325764.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -323062.906250 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -323062.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -324702.375000 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -324702.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -325637.906250 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -325637.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -326208.531250 Penalty: 3841.736084
	Iteration 3F: 3 clusters Score -326208.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -326507.812500 Penalty: 3841.736084
	Iteration 4F: 3 clusters Score -326507.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -326653.843750 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -326653.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -326724.531250 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -326724.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -326762.812500 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -326762.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -326778.375000 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -326778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -326787.375000 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -326787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -326800.437500 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -326800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -326802.781250 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -326802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -326804.500000 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -326804.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -326806.781250 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -326806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -326809.812500 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -326809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -326809.812500 Penalty: 3841.736084
	Iteration 15F: 3 clusters Score -326809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 209 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2221 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 962 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 1839 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3053 members 
Mstep: Class 60 contains 1251 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 349 members 
Mstep: Class 63 contains 4840 members 
Mstep: Class 64 contains 649 members 
Mstep: Class 65 contains 472 members 
Entering Unmasked Estep 
Score: -133761336.000000 Penalty: 225349.328125
Splitting cluster 55 changes total score from -133754360.000000 to -133761336.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 56 (9299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Entering Unmasked Estep 
Score: -944682.125000 Penalty: 2266.140137
	Iteration 0F: 2 clusters Score -944682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -937468.687500 Penalty: 4532.280273
	Iteration 0F: 3 clusters Score -937468.7 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -939853.750000 Penalty: 4532.280273
	Iteration 1F: 3 clusters Score -939853.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -940398.750000 Penalty: 4532.280273
	Iteration 2F: 3 clusters Score -940398.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -940860.437500 Penalty: 4532.280273
	Iteration 3F: 3 clusters Score -940860.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -941227.312500 Penalty: 4532.280273
	Iteration 4F: 3 clusters Score -941227.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -941480.812500 Penalty: 4532.280273
	Iteration 5Q: 3 clusters Score -941480.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -941664.937500 Penalty: 4532.280273
	Iteration 6Q: 3 clusters Score -941664.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -941837.937500 Penalty: 4532.280273
	Iteration 7Q: 3 clusters Score -941837.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -942011.812500 Penalty: 4532.280273
	Iteration 8Q: 3 clusters Score -942011.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -942186.187500 Penalty: 4532.280273
	Iteration 9Q: 3 clusters Score -942186.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -942364.875000 Penalty: 4532.280273
	Iteration 10Q: 3 clusters Score -942364.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -942515.812500 Penalty: 4532.280273
	Iteration 11Q: 3 clusters Score -942515.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -942641.250000 Penalty: 4532.280273
	Iteration 12Q: 3 clusters Score -942641.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -942736.437500 Penalty: 4532.280273
	Iteration 13Q: 3 clusters Score -942736.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -942836.437500 Penalty: 4532.280273
	Iteration 14Q: 3 clusters Score -942836.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -942942.312500 Penalty: 4532.280273
	Iteration 15Q: 3 clusters Score -942942.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -943059.000000 Penalty: 4532.280273
	Iteration 16Q: 3 clusters Score -943059 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -943162.250000 Penalty: 4532.280273
	Iteration 17Q: 3 clusters Score -943162.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -943240.562500 Penalty: 4532.280273
	Iteration 18Q: 3 clusters Score -943240.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -943293.687500 Penalty: 4532.280273
	Iteration 19Q: 3 clusters Score -943293.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -943326.625000 Penalty: 4532.280273
	Iteration 20F: 3 clusters Score -943326.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -943352.312500 Penalty: 4532.280273
	Iteration 21Q: 3 clusters Score -943352.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -943372.187500 Penalty: 4532.280273
	Iteration 22Q: 3 clusters Score -943372.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -943386.000000 Penalty: 4532.280273
	Iteration 23Q: 3 clusters Score -943386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -943399.312500 Penalty: 4532.280273
	Iteration 24Q: 3 clusters Score -943399.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -943409.250000 Penalty: 4532.280273
	Iteration 25Q: 3 clusters Score -943409.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -943416.000000 Penalty: 4532.280273
	Iteration 26Q: 3 clusters Score -943416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -943420.375000 Penalty: 4532.280273
	Iteration 27Q: 3 clusters Score -943420.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -943421.250000 Penalty: 4532.280273
	Iteration 28Q: 3 clusters Score -943421.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -943426.312500 Penalty: 4532.280273
	Iteration 29Q: 3 clusters Score -943426.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -943429.625000 Penalty: 4532.280273
	Iteration 30Q: 3 clusters Score -943429.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -943433.187500 Penalty: 4532.280273
	Iteration 31Q: 3 clusters Score -943433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -943433.437500 Penalty: 4532.280273
	Iteration 32Q: 3 clusters Score -943433.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -943434.687500 Penalty: 4532.280273
	Iteration 33Q: 3 clusters Score -943434.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -943436.375000 Penalty: 4532.280273
	Iteration 34Q: 3 clusters Score -943436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -943436.375000 Penalty: 4532.280273
	Iteration 35Q: 3 clusters Score -943436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -943434.687500 Penalty: 4532.280273
	Iteration 36Q: 3 clusters Score -943434.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -943438.750000 Penalty: 4532.280273
	Iteration 37Q: 3 clusters Score -943438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -943438.000000 Penalty: 4532.280273
	Iteration 38Q: 3 clusters Score -943438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -943440.500000 Penalty: 4532.280273
	Iteration 39Q: 3 clusters Score -943440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -943440.062500 Penalty: 4532.280273
	Iteration 40F: 3 clusters Score -943440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -943440.250000 Penalty: 4532.280273
	Iteration 41Q: 3 clusters Score -943440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -943442.437500 Penalty: 4532.280273
	Iteration 42Q: 3 clusters Score -943442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -943441.437500 Penalty: 4532.280273
	Iteration 43Q: 3 clusters Score -943441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -943441.437500 Penalty: 4532.280273
	Iteration 44F: 3 clusters Score -943441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Entering Unmasked Estep 
Score: -627973.187500 Penalty: 2137.160156
	Iteration 0F: 2 clusters Score -627973.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -623216.625000 Penalty: 4274.320312
	Iteration 0F: 3 clusters Score -623216.6 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -624357.312500 Penalty: 4274.320312
	Iteration 1F: 3 clusters Score -624357.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -624596.312500 Penalty: 4274.320312
	Iteration 2F: 3 clusters Score -624596.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -624759.187500 Penalty: 4274.320312
	Iteration 3Q: 3 clusters Score -624759.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -624917.375000 Penalty: 4274.320312
	Iteration 4Q: 3 clusters Score -624917.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -625066.125000 Penalty: 4274.320312
	Iteration 5Q: 3 clusters Score -625066.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -625225.312500 Penalty: 4274.320312
	Iteration 6Q: 3 clusters Score -625225.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -625399.437500 Penalty: 4274.320312
	Iteration 7Q: 3 clusters Score -625399.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -625572.625000 Penalty: 4274.320312
	Iteration 8Q: 3 clusters Score -625572.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -625723.062500 Penalty: 4274.320312
	Iteration 9Q: 3 clusters Score -625723.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -625877.125000 Penalty: 4274.320312
	Iteration 10Q: 3 clusters Score -625877.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -625994.875000 Penalty: 4274.320312
	Iteration 11Q: 3 clusters Score -625994.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -626088.687500 Penalty: 4274.320312
	Iteration 12Q: 3 clusters Score -626088.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -626160.562500 Penalty: 4274.320312
	Iteration 13Q: 3 clusters Score -626160.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -626215.750000 Penalty: 4274.320312
	Iteration 14Q: 3 clusters Score -626215.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -626261.687500 Penalty: 4274.320312
	Iteration 15Q: 3 clusters Score -626261.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -626293.000000 Penalty: 4274.320312
	Iteration 16Q: 3 clusters Score -626293 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -626320.312500 Penalty: 4274.320312
	Iteration 17Q: 3 clusters Score -626320.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -626345.000000 Penalty: 4274.320312
	Iteration 18Q: 3 clusters Score -626345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -626367.250000 Penalty: 4274.320312
	Iteration 19Q: 3 clusters Score -626367.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -626388.875000 Penalty: 4274.320312
	Iteration 20F: 3 clusters Score -626388.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -626410.125000 Penalty: 4274.320312
	Iteration 21Q: 3 clusters Score -626410.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -626429.437500 Penalty: 4274.320312
	Iteration 22Q: 3 clusters Score -626429.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -626442.562500 Penalty: 4274.320312
	Iteration 23Q: 3 clusters Score -626442.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -626455.375000 Penalty: 4274.320312
	Iteration 24Q: 3 clusters Score -626455.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -626465.062500 Penalty: 4274.320312
	Iteration 25Q: 3 clusters Score -626465.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -626473.875000 Penalty: 4274.320312
	Iteration 26Q: 3 clusters Score -626473.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -626479.000000 Penalty: 4274.320312
	Iteration 27Q: 3 clusters Score -626479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -626479.625000 Penalty: 4274.320312
	Iteration 28Q: 3 clusters Score -626479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -626482.937500 Penalty: 4274.320312
	Iteration 29Q: 3 clusters Score -626482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -626484.500000 Penalty: 4274.320312
	Iteration 30Q: 3 clusters Score -626484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -626488.250000 Penalty: 4274.320312
	Iteration 31Q: 3 clusters Score -626488.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -626489.812500 Penalty: 4274.320312
	Iteration 32Q: 3 clusters Score -626489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -626490.562500 Penalty: 4274.320312
	Iteration 33Q: 3 clusters Score -626490.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -626494.562500 Penalty: 4274.320312
	Iteration 34Q: 3 clusters Score -626494.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -626498.812500 Penalty: 4274.320312
	Iteration 35Q: 3 clusters Score -626498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -626501.687500 Penalty: 4274.320312
	Iteration 36Q: 3 clusters Score -626501.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -626502.500000 Penalty: 4274.320312
	Iteration 37Q: 3 clusters Score -626502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -626505.625000 Penalty: 4274.320312
	Iteration 38Q: 3 clusters Score -626505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -626505.187500 Penalty: 4274.320312
	Iteration 39Q: 3 clusters Score -626505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -626505.750000 Penalty: 4274.320312
	Iteration 40F: 3 clusters Score -626505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -626506.125000 Penalty: 4274.320312
	Iteration 41Q: 3 clusters Score -626506.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -626506.687500 Penalty: 4274.320312
	Iteration 42Q: 3 clusters Score -626506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -626507.437500 Penalty: 4274.320312
	Iteration 43Q: 3 clusters Score -626507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -626507.937500 Penalty: 4274.320312
	Iteration 44Q: 3 clusters Score -626507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -626509.312500 Penalty: 4274.320312
	Iteration 45Q: 3 clusters Score -626509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -626509.437500 Penalty: 4274.320312
	Iteration 46Q: 3 clusters Score -626509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -626510.250000 Penalty: 4274.320312
	Iteration 47Q: 3 clusters Score -626510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -626509.062500 Penalty: 4274.320312
	Iteration 48Q: 3 clusters Score -626509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -626510.625000 Penalty: 4274.320312
	Iteration 49Q: 3 clusters Score -626510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -626510.625000 Penalty: 4274.320312
	Iteration 50F: 3 clusters Score -626510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -280890.625000 Penalty: 1934.542114
	Iteration 0F: 2 clusters Score -280890.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -277976.000000 Penalty: 3869.084229
	Iteration 0F: 3 clusters Score -277976 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -278483.750000 Penalty: 3869.084229
	Iteration 1F: 3 clusters Score -278483.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -278624.812500 Penalty: 3869.084229
	Iteration 2F: 3 clusters Score -278624.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -278728.562500 Penalty: 3869.084229
	Iteration 3Q: 3 clusters Score -278728.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -278794.968750 Penalty: 3869.084229
	Iteration 4Q: 3 clusters Score -278795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -278831.375000 Penalty: 3869.084229
	Iteration 5Q: 3 clusters Score -278831.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -278860.531250 Penalty: 3869.084229
	Iteration 6Q: 3 clusters Score -278860.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -278885.812500 Penalty: 3869.084229
	Iteration 7Q: 3 clusters Score -278885.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -278900.593750 Penalty: 3869.084229
	Iteration 8Q: 3 clusters Score -278900.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -278910.406250 Penalty: 3869.084229
	Iteration 9Q: 3 clusters Score -278910.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -278921.125000 Penalty: 3869.084229
	Iteration 10Q: 3 clusters Score -278921.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -278935.468750 Penalty: 3869.084229
	Iteration 11Q: 3 clusters Score -278935.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -278950.781250 Penalty: 3869.084229
	Iteration 12Q: 3 clusters Score -278950.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -278956.875000 Penalty: 3869.084229
	Iteration 13Q: 3 clusters Score -278956.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -278961.187500 Penalty: 3869.084229
	Iteration 14Q: 3 clusters Score -278961.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -278966.750000 Penalty: 3869.084229
	Iteration 15Q: 3 clusters Score -278966.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -278969.312500 Penalty: 3869.084229
	Iteration 16Q: 3 clusters Score -278969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -278970.781250 Penalty: 3869.084229
	Iteration 17Q: 3 clusters Score -278970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -278972.406250 Penalty: 3869.084229
	Iteration 18Q: 3 clusters Score -278972.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -278973.718750 Penalty: 3869.084229
	Iteration 19Q: 3 clusters Score -278973.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -278974.781250 Penalty: 3869.084229
	Iteration 20F: 3 clusters Score -278974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -278976.000000 Penalty: 3869.084229
	Iteration 21Q: 3 clusters Score -278976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -278976.093750 Penalty: 3869.084229
	Iteration 22Q: 3 clusters Score -278976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -278976.093750 Penalty: 3869.084229
	Iteration 23F: 3 clusters Score -278976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170248 members 
Mstep: Class 14 contains 59156 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 190450 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13251 members 
Mstep: Class 22 contains 27425 members 
Mstep: Class 23 contains 31319 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 209 members 
Mstep: Class 34 contains 51537 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186433 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41640 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2221 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 9127 members 
Mstep: Class 51 contains 962 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19641 members 
Mstep: Class 55 contains 1839 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5528 members 
Mstep: Class 58 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 61. Lose 3252.192139 but Gain 3466.921875
Score: -133763112.000000 Penalty: 221882.406250
Iteration 119Q: 65 clusters Score -1.337631e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22275 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 5663 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 5420 members 
Mstep: Class 9 contains 13632 members 
Mstep: Class 10 contains 37063 members 
Mstep: Class 11 contains 11539 members 
Mstep: Class 12 contains 13913 members 
Mstep: Class 13 contains 170242 members 
Mstep: Class 14 contains 59202 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 8674 members 
Mstep: Class 18 contains 4693 members 
Mstep: Class 19 contains 190440 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13254 members 
Mstep: Class 22 contains 27431 members 
Mstep: Class 23 contains 31321 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25157 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 6393 members 
Mstep: Class 28 contains 18238 members 
Mstep: Class 29 contains 17471 members 
Mstep: Class 30 contains 4929 members 
Mstep: Class 31 contains 6122 members 
Mstep: Class 32 contains 8008 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 51523 members 
Mstep: Class 35 contains 10289 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186453 members 
Mstep: Class 38 contains 8680 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41617 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6550 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2412 members 
Mstep: Class 49 contains 11113 members 
Mstep: Class 50 contains 9128 members 
Mstep: Class 51 contains 959 members 
Mstep: Class 52 contains 15847 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19552 members 
Mstep: Class 55 contains 1979 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5526 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1152 members 
Mstep: Class 62 contains 398 members 
Mstep: Class 63 contains 4746 members 
Mstep: Class 64 contains 654 members 
Mstep: Class 65 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766040.000000 Penalty: 221882.406250
Iteration 120F: 65 clusters Score -1.33766e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22277 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 17237 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 13625 members 
Mstep: Class 10 contains 37063 members 
Mstep: Class 11 contains 11538 members 
Mstep: Class 12 contains 13911 members 
Mstep: Class 13 contains 170230 members 
Mstep: Class 14 contains 59239 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 18 contains 4694 members 
Mstep: Class 19 contains 190413 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13257 members 
Mstep: Class 22 contains 27431 members 
Mstep: Class 23 contains 31324 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 25160 members 
Mstep: Class 26 contains 861 members 
Mstep: Class 27 contains 6393 members 
Mstep: Class 28 contains 18242 members 
Mstep: Class 29 contains 17472 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6122 members 
Mstep: Class 32 contains 8038 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51494 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186474 members 
Mstep: Class 38 contains 8681 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41588 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6606 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 2641 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2513 members 
Mstep: Class 49 contains 11104 members 
Mstep: Class 50 contains 9129 members 
Mstep: Class 51 contains 930 members 
Mstep: Class 52 contains 15846 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19488 members 
Mstep: Class 55 contains 1981 members 
Mstep: Class 56 contains 9295 members 
Mstep: Class 57 contains 5527 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3009 members 
Mstep: Class 60 contains 1082 members 
Mstep: Class 62 contains 433 members 
Mstep: Class 63 contains 4697 members 
Mstep: Class 64 contains 683 members 
Mstep: Class 65 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767056.000000 Penalty: 221882.406250
Iteration 121Q: 65 clusters Score -1.337671e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22277 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 17247 members 
Mstep: Class 7 contains 482 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13620 members 
Mstep: Class 10 contains 37059 members 
Mstep: Class 11 contains 11533 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 170225 members 
Mstep: Class 14 contains 59281 members 
Mstep: Class 15 contains 1392 members 
Mstep: Class 16 contains 11802 members 
Mstep: Class 17 contains 8675 members 
Mstep: Class 18 contains 4696 members 
Mstep: Class 19 contains 190403 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13259 members 
Mstep: Class 22 contains 27426 members 
Mstep: Class 23 contains 31323 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 25164 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 6392 members 
Mstep: Class 28 contains 18244 members 
Mstep: Class 29 contains 17477 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 8065 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51463 members 
Mstep: Class 35 contains 10301 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186485 members 
Mstep: Class 38 contains 8682 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41572 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6660 members 
Mstep: Class 43 contains 315 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9389 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2569 members 
Mstep: Class 49 contains 11094 members 
Mstep: Class 50 contains 9129 members 
Mstep: Class 51 contains 910 members 
Mstep: Class 52 contains 15844 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 19421 members 
Mstep: Class 55 contains 1977 members 
Mstep: Class 56 contains 9297 members 
Mstep: Class 57 contains 5525 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3010 members 
Mstep: Class 60 contains 1034 members 
Mstep: Class 62 contains 452 members 
Mstep: Class 63 contains 4675 members 
Mstep: Class 64 contains 696 members 
Mstep: Class 65 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767368.000000 Penalty: 221882.406250
Iteration 122Q: 65 clusters Score -1.337674e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22278 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10107 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 17255 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13615 members 
Mstep: Class 10 contains 37051 members 
Mstep: Class 11 contains 11533 members 
Mstep: Class 12 contains 13901 members 
Mstep: Class 13 contains 170221 members 
Mstep: Class 14 contains 59324 members 
Mstep: Class 15 contains 1391 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 8671 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 190384 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13259 members 
Mstep: Class 22 contains 27428 members 
Mstep: Class 23 contains 31323 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 25162 members 
Mstep: Class 26 contains 867 members 
Mstep: Class 27 contains 6390 members 
Mstep: Class 28 contains 18248 members 
Mstep: Class 29 contains 17480 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6122 members 
Mstep: Class 32 contains 8097 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51449 members 
Mstep: Class 35 contains 10305 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186500 members 
Mstep: Class 38 contains 8682 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41558 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6703 members 
Mstep: Class 43 contains 318 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 9129 members 
Mstep: Class 51 contains 904 members 
Mstep: Class 52 contains 15844 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 19346 members 
Mstep: Class 55 contains 1969 members 
Mstep: Class 56 contains 9298 members 
Mstep: Class 57 contains 5522 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3017 members 
Mstep: Class 60 contains 1007 members 
Mstep: Class 62 contains 468 members 
Mstep: Class 63 contains 4664 members 
Mstep: Class 64 contains 708 members 
Mstep: Class 65 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767544.000000 Penalty: 221882.406250
Iteration 123Q: 65 clusters Score -1.337675e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 22282 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10111 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 17257 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13613 members 
Mstep: Class 10 contains 37042 members 
Mstep: Class 11 contains 11531 members 
Mstep: Class 12 contains 13899 members 
Mstep: Class 13 contains 170217 members 
Mstep: Class 14 contains 59353 members 
Mstep: Class 15 contains 1387 members 
Mstep: Class 16 contains 11795 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 18 contains 4699 members 
Mstep: Class 19 contains 190378 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13258 members 
Mstep: Class 22 contains 27419 members 
Mstep: Class 23 contains 31322 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 25166 members 
Mstep: Class 26 contains 876 members 
Mstep: Class 27 contains 6391 members 
Mstep: Class 28 contains 18249 members 
Mstep: Class 29 contains 17486 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6123 members 
Mstep: Class 32 contains 8132 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51422 members 
Mstep: Class 35 contains 10309 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186499 members 
Mstep: Class 38 contains 8681 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41558 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6760 members 
Mstep: Class 43 contains 320 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9389 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 11081 members 
Mstep: Class 50 contains 9131 members 
Mstep: Class 51 contains 902 members 
Mstep: Class 52 contains 15843 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 19275 members 
Mstep: Class 55 contains 1971 members 
Mstep: Class 56 contains 9299 members 
Mstep: Class 57 contains 5521 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3026 members 
Mstep: Class 60 contains 994 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 4657 members 
Mstep: Class 64 contains 716 members 
Mstep: Class 65 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768024.000000 Penalty: 221882.406250
Iteration 124Q: 65 clusters Score -1.33768e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22287 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10112 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 17264 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13609 members 
Mstep: Class 10 contains 37037 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13900 members 
Mstep: Class 13 contains 170205 members 
Mstep: Class 14 contains 59386 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 11795 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 190357 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 13259 members 
Mstep: Class 22 contains 27418 members 
Mstep: Class 23 contains 31315 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 25172 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 6390 members 
Mstep: Class 28 contains 18256 members 
Mstep: Class 29 contains 17490 members 
Mstep: Class 30 contains 4927 members 
Mstep: Class 31 contains 6122 members 
Mstep: Class 32 contains 8167 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51406 members 
Mstep: Class 35 contains 10308 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186501 members 
Mstep: Class 38 contains 8681 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41552 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6813 members 
Mstep: Class 43 contains 325 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9389 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 2592 members 
Mstep: Class 49 contains 11074 members 
Mstep: Class 50 contains 9131 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15843 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 19210 members 
Mstep: Class 55 contains 1973 members 
Mstep: Class 56 contains 9296 members 
Mstep: Class 57 contains 5519 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3034 members 
Mstep: Class 60 contains 982 members 
Mstep: Class 62 contains 495 members 
Mstep: Class 63 contains 4654 members 
Mstep: Class 64 contains 726 members 
Mstep: Class 65 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768456.000000 Penalty: 221882.406250
Iteration 125Q: 65 clusters Score -1.337685e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22287 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10115 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 17274 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13605 members 
Mstep: Class 10 contains 37019 members 
Mstep: Class 11 contains 11527 members 
Mstep: Class 12 contains 13901 members 
Mstep: Class 13 contains 170197 members 
Mstep: Class 14 contains 59419 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 11794 members 
Mstep: Class 17 contains 8665 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 190339 members 
Mstep: Class 20 contains 5574 members 
Mstep: Class 21 contains 13263 members 
Mstep: Class 22 contains 27418 members 
Mstep: Class 23 contains 31314 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 25183 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 6389 members 
Mstep: Class 28 contains 18257 members 
Mstep: Class 29 contains 17495 members 
Mstep: Class 30 contains 4927 members 
Mstep: Class 31 contains 6123 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51386 members 
Mstep: Class 35 contains 10307 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186498 members 
Mstep: Class 38 contains 8681 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41545 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 327 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 2589 members 
Mstep: Class 49 contains 11064 members 
Mstep: Class 50 contains 9132 members 
Mstep: Class 51 contains 908 members 
Mstep: Class 52 contains 15842 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 19144 members 
Mstep: Class 55 contains 1974 members 
Mstep: Class 56 contains 9298 members 
Mstep: Class 57 contains 5516 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3044 members 
Mstep: Class 60 contains 972 members 
Mstep: Class 62 contains 500 members 
Mstep: Class 63 contains 4653 members 
Mstep: Class 64 contains 732 members 
Mstep: Class 65 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768296.000000 Penalty: 221882.406250
Iteration 126Q: 65 clusters Score -1.337683e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22289 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10116 members 
Mstep: Class 5 contains 5677 members 
Mstep: Class 6 contains 17277 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 13602 members 
Mstep: Class 10 contains 37004 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 13 contains 170186 members 
Mstep: Class 14 contains 59457 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 11792 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 190323 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 13263 members 
Mstep: Class 22 contains 27424 members 
Mstep: Class 23 contains 31306 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 6390 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 17497 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6126 members 
Mstep: Class 32 contains 8237 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51366 members 
Mstep: Class 35 contains 10308 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186501 members 
Mstep: Class 38 contains 8682 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41536 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6929 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 2589 members 
Mstep: Class 49 contains 11051 members 
Mstep: Class 50 contains 9132 members 
Mstep: Class 51 contains 913 members 
Mstep: Class 52 contains 15841 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 19074 members 
Mstep: Class 55 contains 1974 members 
Mstep: Class 56 contains 9298 members 
Mstep: Class 57 contains 5515 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3050 members 
Mstep: Class 60 contains 962 members 
Mstep: Class 62 contains 510 members 
Mstep: Class 63 contains 4649 members 
Mstep: Class 64 contains 741 members 
Mstep: Class 65 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768568.000000 Penalty: 221882.406250
Iteration 127Q: 65 clusters Score -1.337686e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22293 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10120 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 17272 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 13592 members 
Mstep: Class 10 contains 36988 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 170184 members 
Mstep: Class 14 contains 59494 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 11792 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 190301 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 13267 members 
Mstep: Class 22 contains 27424 members 
Mstep: Class 23 contains 31292 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 25186 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 6388 members 
Mstep: Class 28 contains 18262 members 
Mstep: Class 29 contains 17498 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6128 members 
Mstep: Class 32 contains 8267 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51346 members 
Mstep: Class 35 contains 10308 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 186509 members 
Mstep: Class 38 contains 8682 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41537 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 6994 members 
Mstep: Class 43 contains 332 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 2588 members 
Mstep: Class 49 contains 11045 members 
Mstep: Class 50 contains 9132 members 
Mstep: Class 51 contains 911 members 
Mstep: Class 52 contains 15840 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 19009 members 
Mstep: Class 55 contains 1965 members 
Mstep: Class 56 contains 9300 members 
Mstep: Class 57 contains 5514 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3058 members 
Mstep: Class 60 contains 945 members 
Mstep: Class 62 contains 527 members 
Mstep: Class 63 contains 4648 members 
Mstep: Class 64 contains 754 members 
Mstep: Class 65 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769160.000000 Penalty: 221882.406250
Iteration 128Q: 65 clusters Score -1.337692e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22291 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10127 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 17279 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 13582 members 
Mstep: Class 10 contains 36968 members 
Mstep: Class 11 contains 11524 members 
Mstep: Class 12 contains 13914 members 
Mstep: Class 13 contains 170183 members 
Mstep: Class 14 contains 59534 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 11791 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 190299 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 27411 members 
Mstep: Class 23 contains 31279 members 
Mstep: Class 24 contains 5002 members 
Mstep: Class 25 contains 25187 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 6386 members 
Mstep: Class 28 contains 18265 members 
Mstep: Class 29 contains 17496 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6129 members 
Mstep: Class 32 contains 8297 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51324 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 3661 members 
Mstep: Class 37 contains 186510 members 
Mstep: Class 38 contains 8683 members 
Mstep: Class 39 contains 2422 members 
Mstep: Class 40 contains 41528 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7063 members 
Mstep: Class 43 contains 333 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9392 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 2587 members 
Mstep: Class 49 contains 11037 members 
Mstep: Class 50 contains 9132 members 
Mstep: Class 51 contains 911 members 
Mstep: Class 52 contains 15838 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 18942 members 
Mstep: Class 55 contains 1954 members 
Mstep: Class 56 contains 9302 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3069 members 
Mstep: Class 60 contains 934 members 
Mstep: Class 62 contains 545 members 
Mstep: Class 63 contains 4647 members 
Mstep: Class 64 contains 761 members 
Mstep: Class 65 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769376.000000 Penalty: 221882.406250
Iteration 129Q: 65 clusters Score -1.337694e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22285 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 17281 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 13578 members 
Mstep: Class 10 contains 36947 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 13919 members 
Mstep: Class 13 contains 170181 members 
Mstep: Class 14 contains 59558 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 11789 members 
Mstep: Class 17 contains 8665 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 190280 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 13274 members 
Mstep: Class 22 contains 27404 members 
Mstep: Class 23 contains 31272 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25193 members 
Mstep: Class 26 contains 910 members 
Mstep: Class 27 contains 6385 members 
Mstep: Class 28 contains 18266 members 
Mstep: Class 29 contains 17498 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6128 members 
Mstep: Class 32 contains 8331 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51305 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186510 members 
Mstep: Class 38 contains 8684 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41531 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 334 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 2587 members 
Mstep: Class 49 contains 11028 members 
Mstep: Class 50 contains 9132 members 
Mstep: Class 51 contains 911 members 
Mstep: Class 52 contains 15836 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 18884 members 
Mstep: Class 55 contains 1942 members 
Mstep: Class 56 contains 9301 members 
Mstep: Class 57 contains 5508 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3074 members 
Mstep: Class 60 contains 926 members 
Mstep: Class 62 contains 559 members 
Mstep: Class 63 contains 4641 members 
Mstep: Class 64 contains 768 members 
Mstep: Class 65 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769568.000000 Penalty: 221882.406250
Iteration 130Q: 65 clusters Score -1.337696e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22288 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10142 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 17284 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 5414 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 10 contains 36928 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 13922 members 
Mstep: Class 13 contains 170175 members 
Mstep: Class 14 contains 59581 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 11788 members 
Mstep: Class 17 contains 8662 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 190264 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 13272 members 
Mstep: Class 22 contains 27395 members 
Mstep: Class 23 contains 31256 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25193 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 6384 members 
Mstep: Class 28 contains 18270 members 
Mstep: Class 29 contains 17497 members 
Mstep: Class 30 contains 4927 members 
Mstep: Class 31 contains 6128 members 
Mstep: Class 32 contains 8371 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51276 members 
Mstep: Class 35 contains 10315 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186514 members 
Mstep: Class 38 contains 8685 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41520 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7221 members 
Mstep: Class 43 contains 336 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9392 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 2586 members 
Mstep: Class 49 contains 11023 members 
Mstep: Class 50 contains 9132 members 
Mstep: Class 51 contains 911 members 
Mstep: Class 52 contains 15835 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 18838 members 
Mstep: Class 55 contains 1935 members 
Mstep: Class 56 contains 9297 members 
Mstep: Class 57 contains 5504 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3088 members 
Mstep: Class 60 contains 925 members 
Mstep: Class 62 contains 568 members 
Mstep: Class 63 contains 4634 members 
Mstep: Class 64 contains 773 members 
Mstep: Class 65 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769360.000000 Penalty: 221882.406250
Iteration 131Q: 65 clusters Score -1.337694e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22291 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10147 members 
Mstep: Class 5 contains 5681 members 
Mstep: Class 6 contains 17279 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 5414 members 
Mstep: Class 9 contains 13574 members 
Mstep: Class 10 contains 36925 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 13923 members 
Mstep: Class 13 contains 170176 members 
Mstep: Class 14 contains 59594 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 11787 members 
Mstep: Class 17 contains 8665 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 190237 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 13274 members 
Mstep: Class 22 contains 27373 members 
Mstep: Class 23 contains 31239 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25191 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18273 members 
Mstep: Class 29 contains 17494 members 
Mstep: Class 30 contains 4927 members 
Mstep: Class 31 contains 6131 members 
Mstep: Class 32 contains 8407 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51276 members 
Mstep: Class 35 contains 10316 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186519 members 
Mstep: Class 38 contains 8687 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41516 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7283 members 
Mstep: Class 43 contains 337 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9394 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 2587 members 
Mstep: Class 49 contains 11018 members 
Mstep: Class 50 contains 9132 members 
Mstep: Class 51 contains 909 members 
Mstep: Class 52 contains 15835 members 
Mstep: Class 53 contains 4387 members 
Mstep: Class 54 contains 18793 members 
Mstep: Class 55 contains 1932 members 
Mstep: Class 56 contains 9296 members 
Mstep: Class 57 contains 5498 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3102 members 
Mstep: Class 60 contains 924 members 
Mstep: Class 62 contains 573 members 
Mstep: Class 63 contains 4631 members 
Mstep: Class 64 contains 776 members 
Mstep: Class 65 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769304.000000 Penalty: 221882.406250
Iteration 132Q: 65 clusters Score -1.337693e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22293 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 17280 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 13569 members 
Mstep: Class 10 contains 36923 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13914 members 
Mstep: Class 13 contains 170174 members 
Mstep: Class 14 contains 59611 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 11785 members 
Mstep: Class 17 contains 8662 members 
Mstep: Class 18 contains 4702 members 
Mstep: Class 19 contains 190212 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 13275 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31226 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25189 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 6383 members 
Mstep: Class 28 contains 18273 members 
Mstep: Class 29 contains 17495 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6131 members 
Mstep: Class 32 contains 8441 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51266 members 
Mstep: Class 35 contains 10318 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186525 members 
Mstep: Class 38 contains 8688 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41517 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7343 members 
Mstep: Class 43 contains 337 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9394 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 2589 members 
Mstep: Class 49 contains 11018 members 
Mstep: Class 50 contains 9132 members 
Mstep: Class 51 contains 908 members 
Mstep: Class 52 contains 15835 members 
Mstep: Class 53 contains 4388 members 
Mstep: Class 54 contains 18742 members 
Mstep: Class 55 contains 1934 members 
Mstep: Class 56 contains 9300 members 
Mstep: Class 57 contains 5499 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3114 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 577 members 
Mstep: Class 63 contains 4632 members 
Mstep: Class 64 contains 775 members 
Mstep: Class 65 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769472.000000 Penalty: 221882.406250
Iteration 133Q: 65 clusters Score -1.337695e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22295 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10171 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 17278 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13566 members 
Mstep: Class 10 contains 36921 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170165 members 
Mstep: Class 14 contains 59630 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 11786 members 
Mstep: Class 17 contains 8660 members 
Mstep: Class 18 contains 4704 members 
Mstep: Class 19 contains 190183 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 13275 members 
Mstep: Class 22 contains 27357 members 
Mstep: Class 23 contains 31211 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25190 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 6384 members 
Mstep: Class 28 contains 18271 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6131 members 
Mstep: Class 32 contains 8473 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51237 members 
Mstep: Class 35 contains 10320 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186536 members 
Mstep: Class 38 contains 8692 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41513 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7401 members 
Mstep: Class 43 contains 337 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9393 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2591 members 
Mstep: Class 49 contains 11015 members 
Mstep: Class 50 contains 9133 members 
Mstep: Class 51 contains 910 members 
Mstep: Class 52 contains 15835 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 18694 members 
Mstep: Class 55 contains 1936 members 
Mstep: Class 56 contains 9301 members 
Mstep: Class 57 contains 5501 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3126 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 4627 members 
Mstep: Class 64 contains 775 members 
Mstep: Class 65 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769544.000000 Penalty: 221882.406250
Iteration 134Q: 65 clusters Score -1.337695e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22297 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 17281 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13564 members 
Mstep: Class 10 contains 36913 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 13909 members 
Mstep: Class 13 contains 170160 members 
Mstep: Class 14 contains 59653 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 11784 members 
Mstep: Class 17 contains 8659 members 
Mstep: Class 18 contains 4706 members 
Mstep: Class 19 contains 190174 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 13275 members 
Mstep: Class 22 contains 27353 members 
Mstep: Class 23 contains 31200 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25193 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18270 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6132 members 
Mstep: Class 32 contains 8503 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51195 members 
Mstep: Class 35 contains 10322 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186547 members 
Mstep: Class 38 contains 8693 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41504 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7455 members 
Mstep: Class 43 contains 338 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9393 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 11013 members 
Mstep: Class 50 contains 9133 members 
Mstep: Class 51 contains 920 members 
Mstep: Class 52 contains 15834 members 
Mstep: Class 53 contains 4392 members 
Mstep: Class 54 contains 18638 members 
Mstep: Class 55 contains 1938 members 
Mstep: Class 56 contains 9301 members 
Mstep: Class 57 contains 5505 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3138 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 581 members 
Mstep: Class 63 contains 4625 members 
Mstep: Class 64 contains 764 members 
Mstep: Class 65 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769680.000000 Penalty: 221882.406250
Iteration 135Q: 65 clusters Score -1.337697e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22297 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10204 members 
Mstep: Class 5 contains 5682 members 
Mstep: Class 6 contains 17284 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13565 members 
Mstep: Class 10 contains 36907 members 
Mstep: Class 11 contains 11527 members 
Mstep: Class 12 contains 13912 members 
Mstep: Class 13 contains 170155 members 
Mstep: Class 14 contains 59669 members 
Mstep: Class 15 contains 1262 members 
Mstep: Class 16 contains 11783 members 
Mstep: Class 17 contains 8659 members 
Mstep: Class 18 contains 4709 members 
Mstep: Class 19 contains 190153 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 13275 members 
Mstep: Class 22 contains 27344 members 
Mstep: Class 23 contains 31188 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25195 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18272 members 
Mstep: Class 29 contains 17489 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6132 members 
Mstep: Class 32 contains 8534 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51170 members 
Mstep: Class 35 contains 10323 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186553 members 
Mstep: Class 38 contains 8695 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41501 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7501 members 
Mstep: Class 43 contains 340 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9394 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 11008 members 
Mstep: Class 50 contains 9134 members 
Mstep: Class 51 contains 923 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 18586 members 
Mstep: Class 55 contains 1941 members 
Mstep: Class 56 contains 9301 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3148 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 582 members 
Mstep: Class 63 contains 4623 members 
Mstep: Class 64 contains 760 members 
Mstep: Class 65 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769872.000000 Penalty: 221882.406250
Iteration 136Q: 65 clusters Score -1.337699e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22297 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10219 members 
Mstep: Class 5 contains 5685 members 
Mstep: Class 6 contains 17282 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13564 members 
Mstep: Class 10 contains 36900 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13911 members 
Mstep: Class 13 contains 170150 members 
Mstep: Class 14 contains 59687 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 11783 members 
Mstep: Class 17 contains 8661 members 
Mstep: Class 18 contains 4715 members 
Mstep: Class 19 contains 190153 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 13276 members 
Mstep: Class 22 contains 27336 members 
Mstep: Class 23 contains 31169 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25191 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18272 members 
Mstep: Class 29 contains 17490 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6133 members 
Mstep: Class 32 contains 8573 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51157 members 
Mstep: Class 35 contains 10321 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186551 members 
Mstep: Class 38 contains 8696 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41498 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7549 members 
Mstep: Class 43 contains 340 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9394 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 10999 members 
Mstep: Class 50 contains 9135 members 
Mstep: Class 51 contains 929 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 18525 members 
Mstep: Class 55 contains 1940 members 
Mstep: Class 56 contains 9303 members 
Mstep: Class 57 contains 5507 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3167 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 584 members 
Mstep: Class 63 contains 4619 members 
Mstep: Class 64 contains 753 members 
Mstep: Class 65 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770056.000000 Penalty: 221882.406250
Iteration 137Q: 65 clusters Score -1.337701e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22295 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10232 members 
Mstep: Class 5 contains 5687 members 
Mstep: Class 6 contains 17284 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13565 members 
Mstep: Class 10 contains 36889 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 170145 members 
Mstep: Class 14 contains 59704 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 11779 members 
Mstep: Class 17 contains 8656 members 
Mstep: Class 18 contains 4719 members 
Mstep: Class 19 contains 190155 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 13279 members 
Mstep: Class 22 contains 27327 members 
Mstep: Class 23 contains 31156 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25184 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18274 members 
Mstep: Class 29 contains 17493 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6134 members 
Mstep: Class 32 contains 8607 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51148 members 
Mstep: Class 35 contains 10324 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 186552 members 
Mstep: Class 38 contains 8699 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41488 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7604 members 
Mstep: Class 43 contains 340 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9395 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 10990 members 
Mstep: Class 50 contains 9138 members 
Mstep: Class 51 contains 927 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 18465 members 
Mstep: Class 55 contains 1941 members 
Mstep: Class 56 contains 9300 members 
Mstep: Class 57 contains 5505 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3189 members 
Mstep: Class 60 contains 923 members 
Mstep: Class 62 contains 586 members 
Mstep: Class 63 contains 4613 members 
Mstep: Class 64 contains 755 members 
Mstep: Class 65 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770376.000000 Penalty: 221882.406250
Iteration 138Q: 65 clusters Score -1.337704e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22298 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10247 members 
Mstep: Class 5 contains 5687 members 
Mstep: Class 6 contains 17278 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13564 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13911 members 
Mstep: Class 13 contains 170135 members 
Mstep: Class 14 contains 59720 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 11777 members 
Mstep: Class 17 contains 8657 members 
Mstep: Class 18 contains 4724 members 
Mstep: Class 19 contains 190151 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 27335 members 
Mstep: Class 23 contains 31149 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 920 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18275 members 
Mstep: Class 29 contains 17490 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6136 members 
Mstep: Class 32 contains 8642 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51143 members 
Mstep: Class 35 contains 10331 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186556 members 
Mstep: Class 38 contains 8701 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41483 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7643 members 
Mstep: Class 43 contains 341 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3970 members 
Mstep: Class 46 contains 9395 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2597 members 
Mstep: Class 49 contains 10980 members 
Mstep: Class 50 contains 9139 members 
Mstep: Class 51 contains 925 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 18402 members 
Mstep: Class 55 contains 1941 members 
Mstep: Class 56 contains 9297 members 
Mstep: Class 57 contains 5504 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3202 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 586 members 
Mstep: Class 63 contains 4605 members 
Mstep: Class 64 contains 757 members 
Mstep: Class 65 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770456.000000 Penalty: 221882.406250
Iteration 139Q: 65 clusters Score -1.337705e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22298 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10256 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 6 contains 17273 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13562 members 
Mstep: Class 10 contains 36861 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13909 members 
Mstep: Class 13 contains 170118 members 
Mstep: Class 14 contains 59745 members 
Mstep: Class 15 contains 1203 members 
Mstep: Class 16 contains 11773 members 
Mstep: Class 17 contains 8654 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 190130 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 13280 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31140 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 923 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18277 members 
Mstep: Class 29 contains 17489 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6142 members 
Mstep: Class 32 contains 8678 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51158 members 
Mstep: Class 35 contains 10333 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186558 members 
Mstep: Class 38 contains 8702 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41468 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7683 members 
Mstep: Class 43 contains 341 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3970 members 
Mstep: Class 46 contains 9396 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2599 members 
Mstep: Class 49 contains 10969 members 
Mstep: Class 50 contains 9140 members 
Mstep: Class 51 contains 923 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 18344 members 
Mstep: Class 55 contains 1943 members 
Mstep: Class 56 contains 9298 members 
Mstep: Class 57 contains 5506 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3209 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 587 members 
Mstep: Class 63 contains 4600 members 
Mstep: Class 64 contains 760 members 
Mstep: Class 65 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770704.000000 Penalty: 221882.406250
Iteration 140F: 65 clusters Score -1.337707e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22296 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10263 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 6 contains 17275 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13558 members 
Mstep: Class 10 contains 36850 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 13 contains 170111 members 
Mstep: Class 14 contains 59769 members 
Mstep: Class 15 contains 1201 members 
Mstep: Class 16 contains 11771 members 
Mstep: Class 17 contains 8654 members 
Mstep: Class 18 contains 4735 members 
Mstep: Class 19 contains 190122 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 13283 members 
Mstep: Class 22 contains 27336 members 
Mstep: Class 23 contains 31120 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25184 members 
Mstep: Class 26 contains 923 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18279 members 
Mstep: Class 29 contains 17487 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6144 members 
Mstep: Class 32 contains 8711 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51174 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186565 members 
Mstep: Class 38 contains 8702 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41456 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7719 members 
Mstep: Class 43 contains 342 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3970 members 
Mstep: Class 46 contains 9397 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2601 members 
Mstep: Class 49 contains 10958 members 
Mstep: Class 50 contains 9141 members 
Mstep: Class 51 contains 919 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 18290 members 
Mstep: Class 55 contains 1942 members 
Mstep: Class 56 contains 9297 members 
Mstep: Class 57 contains 5508 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3212 members 
Mstep: Class 60 contains 921 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4593 members 
Mstep: Class 64 contains 766 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770656.000000 Penalty: 221882.406250
Iteration 141Q: 65 clusters Score -1.337707e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 22303 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10268 members 
Mstep: Class 5 contains 5691 members 
Mstep: Class 6 contains 17281 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13555 members 
Mstep: Class 10 contains 36830 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 13903 members 
Mstep: Class 13 contains 170107 members 
Mstep: Class 14 contains 59794 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 17 contains 8655 members 
Mstep: Class 18 contains 4741 members 
Mstep: Class 19 contains 190111 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 27337 members 
Mstep: Class 23 contains 31109 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25177 members 
Mstep: Class 26 contains 927 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18278 members 
Mstep: Class 29 contains 17488 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 8734 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51187 members 
Mstep: Class 35 contains 10333 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186579 members 
Mstep: Class 38 contains 8702 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41449 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7740 members 
Mstep: Class 43 contains 342 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3970 members 
Mstep: Class 46 contains 9396 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2604 members 
Mstep: Class 49 contains 10952 members 
Mstep: Class 50 contains 9142 members 
Mstep: Class 51 contains 914 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 18237 members 
Mstep: Class 55 contains 1942 members 
Mstep: Class 56 contains 9300 members 
Mstep: Class 57 contains 5507 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3217 members 
Mstep: Class 60 contains 921 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4589 members 
Mstep: Class 64 contains 770 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770888.000000 Penalty: 221882.406250
Iteration 142Q: 65 clusters Score -1.337709e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 22307 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 5 contains 5692 members 
Mstep: Class 6 contains 17285 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13550 members 
Mstep: Class 10 contains 36816 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 13900 members 
Mstep: Class 13 contains 170103 members 
Mstep: Class 14 contains 59819 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 11767 members 
Mstep: Class 17 contains 8654 members 
Mstep: Class 18 contains 4750 members 
Mstep: Class 19 contains 190094 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31100 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25174 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18275 members 
Mstep: Class 29 contains 17487 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6146 members 
Mstep: Class 32 contains 8758 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51203 members 
Mstep: Class 35 contains 10331 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186596 members 
Mstep: Class 38 contains 8702 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41450 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7761 members 
Mstep: Class 43 contains 342 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9396 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2608 members 
Mstep: Class 49 contains 10938 members 
Mstep: Class 50 contains 9143 members 
Mstep: Class 51 contains 909 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 18180 members 
Mstep: Class 55 contains 1942 members 
Mstep: Class 56 contains 9301 members 
Mstep: Class 57 contains 5504 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 921 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4588 members 
Mstep: Class 64 contains 772 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770856.000000 Penalty: 221882.406250
Iteration 143Q: 65 clusters Score -1.337709e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22307 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10286 members 
Mstep: Class 5 contains 5692 members 
Mstep: Class 6 contains 17294 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13549 members 
Mstep: Class 10 contains 36806 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 13896 members 
Mstep: Class 13 contains 170101 members 
Mstep: Class 14 contains 59846 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 11765 members 
Mstep: Class 17 contains 8654 members 
Mstep: Class 18 contains 4757 members 
Mstep: Class 19 contains 190078 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 13285 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31097 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25175 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18274 members 
Mstep: Class 29 contains 17487 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6147 members 
Mstep: Class 32 contains 8784 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51214 members 
Mstep: Class 35 contains 10331 members 
Mstep: Class 36 contains 3663 members 
Mstep: Class 37 contains 186597 members 
Mstep: Class 38 contains 8702 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41447 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7781 members 
Mstep: Class 43 contains 342 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3972 members 
Mstep: Class 46 contains 9396 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10921 members 
Mstep: Class 50 contains 9146 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 18126 members 
Mstep: Class 55 contains 1942 members 
Mstep: Class 56 contains 9300 members 
Mstep: Class 57 contains 5504 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4584 members 
Mstep: Class 64 contains 778 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770872.000000 Penalty: 221882.406250
Iteration 144Q: 65 clusters Score -1.337709e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22306 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 5692 members 
Mstep: Class 6 contains 17301 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13548 members 
Mstep: Class 10 contains 36797 members 
Mstep: Class 11 contains 11528 members 
Mstep: Class 12 contains 13892 members 
Mstep: Class 13 contains 170098 members 
Mstep: Class 14 contains 59865 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11766 members 
Mstep: Class 17 contains 8652 members 
Mstep: Class 18 contains 4763 members 
Mstep: Class 19 contains 190075 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 27333 members 
Mstep: Class 23 contains 31090 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25176 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18276 members 
Mstep: Class 29 contains 17490 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6148 members 
Mstep: Class 32 contains 8812 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51219 members 
Mstep: Class 35 contains 10333 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 186598 members 
Mstep: Class 38 contains 8702 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41437 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 7802 members 
Mstep: Class 43 contains 342 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3973 members 
Mstep: Class 46 contains 9396 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10911 members 
Mstep: Class 50 contains 9148 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 18074 members 
Mstep: Class 55 contains 1942 members 
Mstep: Class 56 contains 9302 members 
Mstep: Class 57 contains 5504 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4576 members 
Mstep: Class 64 contains 786 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771032.000000 Penalty: 221882.406250
Iteration 145Q: 65 clusters Score -1.33771e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22302 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 5 contains 5693 members 
Mstep: Class 6 contains 17305 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 36775 members 
Mstep: Class 11 contains 11528 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 13 contains 170099 members 
Mstep: Class 14 contains 59887 members 
Mstep: Class 15 contains 1186 members 
Mstep: Class 16 contains 11763 members 
Mstep: Class 17 contains 8653 members 
Mstep: Class 18 contains 4768 members 
Mstep: Class 19 contains 190069 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13284 members 
Mstep: Class 22 contains 27331 members 
Mstep: Class 23 contains 31079 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25174 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18278 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 8837 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51229 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 3667 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8702 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41429 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 7816 members 
Mstep: Class 43 contains 342 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3973 members 
Mstep: Class 46 contains 9396 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10907 members 
Mstep: Class 50 contains 9150 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 18033 members 
Mstep: Class 55 contains 1943 members 
Mstep: Class 56 contains 9303 members 
Mstep: Class 57 contains 5504 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3220 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4565 members 
Mstep: Class 64 contains 796 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770976.000000 Penalty: 221882.406250
Iteration 146Q: 65 clusters Score -1.33771e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22293 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 5693 members 
Mstep: Class 6 contains 17310 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13545 members 
Mstep: Class 10 contains 36760 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 170098 members 
Mstep: Class 14 contains 59907 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11761 members 
Mstep: Class 17 contains 8651 members 
Mstep: Class 18 contains 4779 members 
Mstep: Class 19 contains 190047 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13284 members 
Mstep: Class 22 contains 27329 members 
Mstep: Class 23 contains 31077 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25171 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18284 members 
Mstep: Class 29 contains 17494 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 8864 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51244 members 
Mstep: Class 35 contains 10333 members 
Mstep: Class 36 contains 3668 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8703 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41432 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7833 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3973 members 
Mstep: Class 46 contains 9397 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10890 members 
Mstep: Class 50 contains 9151 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 17994 members 
Mstep: Class 55 contains 1943 members 
Mstep: Class 56 contains 9301 members 
Mstep: Class 57 contains 5504 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4557 members 
Mstep: Class 64 contains 804 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770784.000000 Penalty: 221882.406250
Iteration 147Q: 65 clusters Score -1.337708e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22291 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 5693 members 
Mstep: Class 6 contains 17314 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13546 members 
Mstep: Class 10 contains 36750 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13883 members 
Mstep: Class 13 contains 170092 members 
Mstep: Class 14 contains 59931 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11759 members 
Mstep: Class 17 contains 8648 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 190045 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 27331 members 
Mstep: Class 23 contains 31062 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25162 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18285 members 
Mstep: Class 29 contains 17499 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 8888 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51253 members 
Mstep: Class 35 contains 10333 members 
Mstep: Class 36 contains 3668 members 
Mstep: Class 37 contains 186608 members 
Mstep: Class 38 contains 8703 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41434 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7851 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3972 members 
Mstep: Class 46 contains 9397 members 
Mstep: Class 47 contains 1988 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10881 members 
Mstep: Class 50 contains 9153 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 17942 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9306 members 
Mstep: Class 57 contains 5504 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4552 members 
Mstep: Class 64 contains 808 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770880.000000 Penalty: 221882.406250
Iteration 148Q: 65 clusters Score -1.337709e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 5692 members 
Mstep: Class 6 contains 17323 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13545 members 
Mstep: Class 10 contains 36738 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13883 members 
Mstep: Class 13 contains 170090 members 
Mstep: Class 14 contains 59949 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11758 members 
Mstep: Class 17 contains 8646 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 190033 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 27332 members 
Mstep: Class 23 contains 31051 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25161 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18286 members 
Mstep: Class 29 contains 17498 members 
Mstep: Class 30 contains 4927 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 8919 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51260 members 
Mstep: Class 35 contains 10328 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186608 members 
Mstep: Class 38 contains 8704 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41437 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7866 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3972 members 
Mstep: Class 46 contains 9397 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10872 members 
Mstep: Class 50 contains 9154 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15833 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 17887 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9312 members 
Mstep: Class 57 contains 5503 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4550 members 
Mstep: Class 64 contains 810 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770880.000000 Penalty: 221882.406250
Iteration 149Q: 65 clusters Score -1.337709e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22299 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10323 members 
Mstep: Class 5 contains 5692 members 
Mstep: Class 6 contains 17334 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13544 members 
Mstep: Class 10 contains 36727 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 13883 members 
Mstep: Class 13 contains 170085 members 
Mstep: Class 14 contains 59970 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11755 members 
Mstep: Class 17 contains 8647 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 190025 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 27333 members 
Mstep: Class 23 contains 31043 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25160 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18285 members 
Mstep: Class 29 contains 17497 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 8945 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51261 members 
Mstep: Class 35 contains 10325 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186609 members 
Mstep: Class 38 contains 8704 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41437 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7881 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3972 members 
Mstep: Class 46 contains 9397 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10863 members 
Mstep: Class 50 contains 9154 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15832 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 17833 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9318 members 
Mstep: Class 57 contains 5505 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4547 members 
Mstep: Class 64 contains 813 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770792.000000 Penalty: 221882.406250
Iteration 150Q: 65 clusters Score -1.337708e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22297 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 5693 members 
Mstep: Class 6 contains 17337 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13542 members 
Mstep: Class 10 contains 36726 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13883 members 
Mstep: Class 13 contains 170084 members 
Mstep: Class 14 contains 59994 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11752 members 
Mstep: Class 17 contains 8646 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 190003 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 27336 members 
Mstep: Class 23 contains 31039 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25159 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17498 members 
Mstep: Class 30 contains 4926 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 8969 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51272 members 
Mstep: Class 35 contains 10324 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186611 members 
Mstep: Class 38 contains 8706 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41435 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7893 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3972 members 
Mstep: Class 46 contains 9397 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10855 members 
Mstep: Class 50 contains 9154 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15832 members 
Mstep: Class 53 contains 4392 members 
Mstep: Class 54 contains 17784 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9322 members 
Mstep: Class 57 contains 5504 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4545 members 
Mstep: Class 64 contains 815 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770840.000000 Penalty: 221882.406250
Iteration 151Q: 65 clusters Score -1.337708e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22299 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10333 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17339 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13541 members 
Mstep: Class 10 contains 36728 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13882 members 
Mstep: Class 13 contains 170080 members 
Mstep: Class 14 contains 60014 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11752 members 
Mstep: Class 17 contains 8645 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 189990 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31036 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25159 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18282 members 
Mstep: Class 29 contains 17498 members 
Mstep: Class 30 contains 4927 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 8992 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51279 members 
Mstep: Class 35 contains 10320 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186614 members 
Mstep: Class 38 contains 8707 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41427 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7900 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3972 members 
Mstep: Class 46 contains 9397 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10850 members 
Mstep: Class 50 contains 9154 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15832 members 
Mstep: Class 53 contains 4391 members 
Mstep: Class 54 contains 17737 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9328 members 
Mstep: Class 57 contains 5506 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4543 members 
Mstep: Class 64 contains 817 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770808.000000 Penalty: 221882.406250
Iteration 152Q: 65 clusters Score -1.337708e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22299 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10335 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17342 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13537 members 
Mstep: Class 10 contains 36722 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 170079 members 
Mstep: Class 14 contains 60027 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11750 members 
Mstep: Class 17 contains 8645 members 
Mstep: Class 18 contains 4822 members 
Mstep: Class 19 contains 189992 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13290 members 
Mstep: Class 22 contains 27337 members 
Mstep: Class 23 contains 31034 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25159 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17498 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9020 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51286 members 
Mstep: Class 35 contains 10317 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186610 members 
Mstep: Class 38 contains 8707 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41418 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7909 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3972 members 
Mstep: Class 46 contains 9397 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10843 members 
Mstep: Class 50 contains 9154 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15831 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17696 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9335 members 
Mstep: Class 57 contains 5508 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4538 members 
Mstep: Class 64 contains 821 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770848.000000 Penalty: 221882.406250
Iteration 153Q: 65 clusters Score -1.337708e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22297 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10337 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17346 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13536 members 
Mstep: Class 10 contains 36718 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 170080 members 
Mstep: Class 14 contains 60048 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11750 members 
Mstep: Class 17 contains 8642 members 
Mstep: Class 18 contains 4831 members 
Mstep: Class 19 contains 190002 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 27336 members 
Mstep: Class 23 contains 31034 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25155 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17496 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9044 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51285 members 
Mstep: Class 35 contains 10313 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186606 members 
Mstep: Class 38 contains 8707 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41409 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7915 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3972 members 
Mstep: Class 46 contains 9396 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10835 members 
Mstep: Class 50 contains 9154 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15830 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17654 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9341 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770928.000000 Penalty: 221882.406250
Iteration 154Q: 65 clusters Score -1.337709e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22296 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10339 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17344 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13535 members 
Mstep: Class 10 contains 36713 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 170084 members 
Mstep: Class 14 contains 60069 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11749 members 
Mstep: Class 17 contains 8636 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 19 contains 190000 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 27333 members 
Mstep: Class 23 contains 31033 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25154 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18282 members 
Mstep: Class 29 contains 17494 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9066 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51295 members 
Mstep: Class 35 contains 10317 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186601 members 
Mstep: Class 38 contains 8706 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41410 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7924 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3971 members 
Mstep: Class 46 contains 9396 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10830 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15829 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17610 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9342 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770952.000000 Penalty: 221882.406250
Iteration 155Q: 65 clusters Score -1.33771e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17340 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13535 members 
Mstep: Class 10 contains 36708 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 170082 members 
Mstep: Class 14 contains 60085 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 8639 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 189998 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 27335 members 
Mstep: Class 23 contains 31030 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25153 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18282 members 
Mstep: Class 29 contains 17493 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6148 members 
Mstep: Class 32 contains 9098 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51305 members 
Mstep: Class 35 contains 10314 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186605 members 
Mstep: Class 38 contains 8706 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41407 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7929 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9396 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10822 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15828 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17561 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9349 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770856.000000 Penalty: 221882.406250
Iteration 156Q: 65 clusters Score -1.337709e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22296 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10340 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17339 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13531 members 
Mstep: Class 10 contains 36706 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 13884 members 
Mstep: Class 13 contains 170080 members 
Mstep: Class 14 contains 60104 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 8638 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 190004 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27335 members 
Mstep: Class 23 contains 31026 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25153 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18281 members 
Mstep: Class 29 contains 17492 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9125 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51309 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186605 members 
Mstep: Class 38 contains 8707 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41400 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7932 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3970 members 
Mstep: Class 46 contains 9397 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10815 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17516 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9355 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770952.000000 Penalty: 221882.406250
Iteration 157Q: 65 clusters Score -1.33771e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22299 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10340 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17338 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13530 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 170076 members 
Mstep: Class 14 contains 60122 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 8635 members 
Mstep: Class 18 contains 4858 members 
Mstep: Class 19 contains 190012 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 27339 members 
Mstep: Class 23 contains 31028 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25150 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18282 members 
Mstep: Class 29 contains 17492 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9165 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51308 members 
Mstep: Class 35 contains 10305 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186606 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 41391 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7935 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3970 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10810 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17457 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9359 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770944.000000 Penalty: 221882.406250
Iteration 158Q: 65 clusters Score -1.337709e+08 nChanged 146
Entering ConstructFrom: 
Score: -133770944.000000 Penalty: 221882.406250
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -50401.210938 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -50401.21 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 226 members 
Entering Unmasked Estep 
Score: -49228.984375 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -49228.98 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49925.671875 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -49925.67 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50197.500000 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -50197.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50419.054688 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -50419.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50438.664062 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -50438.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50447.015625 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -50447.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50450.648438 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -50450.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50453.390625 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -50453.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50453.390625 Penalty: 3103.803223
	Iteration 8F: 3 clusters Score -50453.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 61 contains 358 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
Score: -133769080.000000 Penalty: 225349.328125
Splitting cluster 1 changes total score from -133770944.000000 to -133769080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Entering Unmasked Estep 
Score: -2632038.750000 Penalty: 2483.071777
	Iteration 0F: 2 clusters Score -2632039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2616586.000000 Penalty: 4966.143555
	Iteration 0F: 3 clusters Score -2616586 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2621806.250000 Penalty: 4966.143555
	Iteration 1F: 3 clusters Score -2621806 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2622238.750000 Penalty: 4966.143555
	Iteration 2F: 3 clusters Score -2622239 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2622641.750000 Penalty: 4966.143555
	Iteration 3Q: 3 clusters Score -2622642 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2623063.500000 Penalty: 4966.143555
	Iteration 4Q: 3 clusters Score -2623064 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2623569.750000 Penalty: 4966.143555
	Iteration 5Q: 3 clusters Score -2623570 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2624191.750000 Penalty: 4966.143555
	Iteration 6Q: 3 clusters Score -2624192 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2625054.750000 Penalty: 4966.143555
	Iteration 7F: 3 clusters Score -2625055 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2626056.750000 Penalty: 4966.143555
	Iteration 8F: 3 clusters Score -2626057 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2627043.250000 Penalty: 4966.143555
	Iteration 9F: 3 clusters Score -2627043 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2627996.000000 Penalty: 4966.143555
	Iteration 10F: 3 clusters Score -2627996 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2628906.750000 Penalty: 4966.143555
	Iteration 11F: 3 clusters Score -2628907 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2629601.500000 Penalty: 4966.143555
	Iteration 12Q: 3 clusters Score -2629602 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2630059.500000 Penalty: 4966.143555
	Iteration 13Q: 3 clusters Score -2630060 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2630373.250000 Penalty: 4966.143555
	Iteration 14Q: 3 clusters Score -2630373 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2630597.250000 Penalty: 4966.143555
	Iteration 15Q: 3 clusters Score -2630597 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2630705.000000 Penalty: 4966.143555
	Iteration 16Q: 3 clusters Score -2630705 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2630785.000000 Penalty: 4966.143555
	Iteration 17Q: 3 clusters Score -2630785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2630821.500000 Penalty: 4966.143555
	Iteration 18Q: 3 clusters Score -2630822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2630860.250000 Penalty: 4966.143555
	Iteration 19Q: 3 clusters Score -2630860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2630882.500000 Penalty: 4966.143555
	Iteration 20F: 3 clusters Score -2630882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2630894.500000 Penalty: 4966.143555
	Iteration 21Q: 3 clusters Score -2630894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2630902.500000 Penalty: 4966.143555
	Iteration 22Q: 3 clusters Score -2630902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2630904.250000 Penalty: 4966.143555
	Iteration 23Q: 3 clusters Score -2630904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2630906.500000 Penalty: 4966.143555
	Iteration 24Q: 3 clusters Score -2630906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2630904.250000 Penalty: 4966.143555
	Iteration 25Q: 3 clusters Score -2630904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2630906.250000 Penalty: 4966.143555
	Iteration 26Q: 3 clusters Score -2630906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2630905.000000 Penalty: 4966.143555
	Iteration 27Q: 3 clusters Score -2630905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2630906.750000 Penalty: 4966.143555
	Iteration 28Q: 3 clusters Score -2630907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2630904.750000 Penalty: 4966.143555
	Iteration 29Q: 3 clusters Score -2630905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2630907.500000 Penalty: 4966.143555
	Iteration 30Q: 3 clusters Score -2630908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2630907.000000 Penalty: 4966.143555
	Iteration 31Q: 3 clusters Score -2630907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2630911.000000 Penalty: 4966.143555
	Iteration 32Q: 3 clusters Score -2630911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2630911.000000 Penalty: 4966.143555
	Iteration 33F: 3 clusters Score -2630911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -27075.263672 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -27075.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25867.736328 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -25867.74 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26138.400391 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -26138.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26245.191406 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -26245.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26285.851562 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -26285.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26320.119141 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -26320.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26365.015625 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -26365.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26384.107422 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -26384.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26398.513672 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -26398.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26437.835938 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -26437.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26458.648438 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -26458.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26474.515625 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -26474.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26478.302734 Penalty: 2988.829590
	Iteration 11Q: 3 clusters Score -26478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26478.302734 Penalty: 2988.829590
	Iteration 12F: 3 clusters Score -26478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Entering Unmasked Estep 
Score: -1192097.875000 Penalty: 2292.480225
	Iteration 0F: 2 clusters Score -1192098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1184181.375000 Penalty: 4584.960449
	Iteration 0F: 3 clusters Score -1184181 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1186438.375000 Penalty: 4584.960449
	Iteration 1F: 3 clusters Score -1186438 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1186794.625000 Penalty: 4584.960449
	Iteration 2F: 3 clusters Score -1186795 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1187069.750000 Penalty: 4584.960449
	Iteration 3F: 3 clusters Score -1187070 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1187300.750000 Penalty: 4584.960449
	Iteration 4Q: 3 clusters Score -1187301 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1187526.875000 Penalty: 4584.960449
	Iteration 5Q: 3 clusters Score -1187527 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1187767.125000 Penalty: 4584.960449
	Iteration 6Q: 3 clusters Score -1187767 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1188034.125000 Penalty: 4584.960449
	Iteration 7Q: 3 clusters Score -1188034 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1188359.625000 Penalty: 4584.960449
	Iteration 8Q: 3 clusters Score -1188360 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1188701.750000 Penalty: 4584.960449
	Iteration 9Q: 3 clusters Score -1188702 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1189021.625000 Penalty: 4584.960449
	Iteration 10Q: 3 clusters Score -1189022 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1189255.625000 Penalty: 4584.960449
	Iteration 11Q: 3 clusters Score -1189256 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1189455.875000 Penalty: 4584.960449
	Iteration 12Q: 3 clusters Score -1189456 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1189624.875000 Penalty: 4584.960449
	Iteration 13Q: 3 clusters Score -1189625 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1189747.875000 Penalty: 4584.960449
	Iteration 14Q: 3 clusters Score -1189748 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1189833.625000 Penalty: 4584.960449
	Iteration 15Q: 3 clusters Score -1189834 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1189897.125000 Penalty: 4584.960449
	Iteration 16Q: 3 clusters Score -1189897 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1189935.500000 Penalty: 4584.960449
	Iteration 17Q: 3 clusters Score -1189936 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1189969.500000 Penalty: 4584.960449
	Iteration 18Q: 3 clusters Score -1189970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1189997.375000 Penalty: 4584.960449
	Iteration 19Q: 3 clusters Score -1189997 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1190016.250000 Penalty: 4584.960449
	Iteration 20F: 3 clusters Score -1190016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1190040.375000 Penalty: 4584.960449
	Iteration 21Q: 3 clusters Score -1190040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1190053.375000 Penalty: 4584.960449
	Iteration 22Q: 3 clusters Score -1190053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1190064.000000 Penalty: 4584.960449
	Iteration 23Q: 3 clusters Score -1190064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1190075.750000 Penalty: 4584.960449
	Iteration 24Q: 3 clusters Score -1190076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1190085.625000 Penalty: 4584.960449
	Iteration 25Q: 3 clusters Score -1190086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1190094.125000 Penalty: 4584.960449
	Iteration 26Q: 3 clusters Score -1190094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1190105.250000 Penalty: 4584.960449
	Iteration 27Q: 3 clusters Score -1190105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1190113.750000 Penalty: 4584.960449
	Iteration 28Q: 3 clusters Score -1190114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1190116.125000 Penalty: 4584.960449
	Iteration 29Q: 3 clusters Score -1190116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1190116.500000 Penalty: 4584.960449
	Iteration 30Q: 3 clusters Score -1190116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1190121.125000 Penalty: 4584.960449
	Iteration 31Q: 3 clusters Score -1190121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1190123.000000 Penalty: 4584.960449
	Iteration 32Q: 3 clusters Score -1190123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1190125.500000 Penalty: 4584.960449
	Iteration 33Q: 3 clusters Score -1190126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1190124.875000 Penalty: 4584.960449
	Iteration 34Q: 3 clusters Score -1190125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1190126.500000 Penalty: 4584.960449
	Iteration 35Q: 3 clusters Score -1190126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1190129.375000 Penalty: 4584.960449
	Iteration 36Q: 3 clusters Score -1190129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1190131.625000 Penalty: 4584.960449
	Iteration 37Q: 3 clusters Score -1190132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1190134.875000 Penalty: 4584.960449
	Iteration 38Q: 3 clusters Score -1190135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1190134.875000 Penalty: 4584.960449
	Iteration 39Q: 3 clusters Score -1190135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1190137.500000 Penalty: 4584.960449
	Iteration 40F: 3 clusters Score -1190138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1190141.625000 Penalty: 4584.960449
	Iteration 41Q: 3 clusters Score -1190142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1190144.000000 Penalty: 4584.960449
	Iteration 42Q: 3 clusters Score -1190144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1190146.750000 Penalty: 4584.960449
	Iteration 43Q: 3 clusters Score -1190147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1190147.875000 Penalty: 4584.960449
	Iteration 44Q: 3 clusters Score -1190148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1190152.500000 Penalty: 4584.960449
	Iteration 45Q: 3 clusters Score -1190152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1190153.750000 Penalty: 4584.960449
	Iteration 46Q: 3 clusters Score -1190154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1190156.375000 Penalty: 4584.960449
	Iteration 47Q: 3 clusters Score -1190156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1190160.000000 Penalty: 4584.960449
	Iteration 48Q: 3 clusters Score -1190160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1190161.500000 Penalty: 4584.960449
	Iteration 49Q: 3 clusters Score -1190162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1190163.375000 Penalty: 4584.960449
	Iteration 50Q: 3 clusters Score -1190163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1190165.125000 Penalty: 4584.960449
	Iteration 51Q: 3 clusters Score -1190165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1190168.625000 Penalty: 4584.960449
	Iteration 52Q: 3 clusters Score -1190169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1190170.000000 Penalty: 4584.960449
	Iteration 53Q: 3 clusters Score -1190170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1190173.000000 Penalty: 4584.960449
	Iteration 54Q: 3 clusters Score -1190173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1190175.125000 Penalty: 4584.960449
	Iteration 55Q: 3 clusters Score -1190175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1190179.625000 Penalty: 4584.960449
	Iteration 56Q: 3 clusters Score -1190180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1190187.750000 Penalty: 4584.960449
	Iteration 57Q: 3 clusters Score -1190188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1190194.000000 Penalty: 4584.960449
	Iteration 58Q: 3 clusters Score -1190194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1190200.000000 Penalty: 4584.960449
	Iteration 59Q: 3 clusters Score -1190200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1190210.250000 Penalty: 4584.960449
	Iteration 60F: 3 clusters Score -1190210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1190219.500000 Penalty: 4584.960449
	Iteration 61Q: 3 clusters Score -1190220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1190224.625000 Penalty: 4584.960449
	Iteration 62Q: 3 clusters Score -1190225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1190238.625000 Penalty: 4584.960449
	Iteration 63Q: 3 clusters Score -1190239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1190245.375000 Penalty: 4584.960449
	Iteration 64Q: 3 clusters Score -1190245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1190255.000000 Penalty: 4584.960449
	Iteration 65Q: 3 clusters Score -1190255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1190263.000000 Penalty: 4584.960449
	Iteration 66Q: 3 clusters Score -1190263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1190276.875000 Penalty: 4584.960449
	Iteration 67Q: 3 clusters Score -1190277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1190292.000000 Penalty: 4584.960449
	Iteration 68Q: 3 clusters Score -1190292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1190300.750000 Penalty: 4584.960449
	Iteration 69Q: 3 clusters Score -1190301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1190309.625000 Penalty: 4584.960449
	Iteration 70Q: 3 clusters Score -1190310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1190322.875000 Penalty: 4584.960449
	Iteration 71Q: 3 clusters Score -1190323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1190334.500000 Penalty: 4584.960449
	Iteration 72Q: 3 clusters Score -1190334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1190345.125000 Penalty: 4584.960449
	Iteration 73Q: 3 clusters Score -1190345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1190357.000000 Penalty: 4584.960449
	Iteration 74Q: 3 clusters Score -1190357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1190366.875000 Penalty: 4584.960449
	Iteration 75Q: 3 clusters Score -1190367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1190378.125000 Penalty: 4584.960449
	Iteration 76Q: 3 clusters Score -1190378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1190387.000000 Penalty: 4584.960449
	Iteration 77Q: 3 clusters Score -1190387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1190404.750000 Penalty: 4584.960449
	Iteration 78Q: 3 clusters Score -1190405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1190417.625000 Penalty: 4584.960449
	Iteration 79Q: 3 clusters Score -1190418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1190432.375000 Penalty: 4584.960449
	Iteration 80F: 3 clusters Score -1190432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1190443.000000 Penalty: 4584.960449
	Iteration 81Q: 3 clusters Score -1190443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1190453.875000 Penalty: 4584.960449
	Iteration 82Q: 3 clusters Score -1190454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1190457.250000 Penalty: 4584.960449
	Iteration 83Q: 3 clusters Score -1190457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1190457.250000 Penalty: 4584.960449
	Iteration 84Q: 3 clusters Score -1190457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1190458.500000 Penalty: 4584.960449
	Iteration 85Q: 3 clusters Score -1190458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1190458.750000 Penalty: 4584.960449
	Iteration 86Q: 3 clusters Score -1190459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1190458.750000 Penalty: 4584.960449
	Iteration 87F: 3 clusters Score -1190459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Entering Unmasked Estep 
Score: -659208.562500 Penalty: 2144.584717
	Iteration 0F: 2 clusters Score -659208.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -654276.250000 Penalty: 4289.169434
	Iteration 0F: 3 clusters Score -654276.2 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -655551.312500 Penalty: 4289.169434
	Iteration 1F: 3 clusters Score -655551.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -655813.500000 Penalty: 4289.169434
	Iteration 2F: 3 clusters Score -655813.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -656041.687500 Penalty: 4289.169434
	Iteration 3F: 3 clusters Score -656041.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -656244.125000 Penalty: 4289.169434
	Iteration 4Q: 3 clusters Score -656244.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -656465.312500 Penalty: 4289.169434
	Iteration 5F: 3 clusters Score -656465.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -656693.125000 Penalty: 4289.169434
	Iteration 6F: 3 clusters Score -656693.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -656898.437500 Penalty: 4289.169434
	Iteration 7F: 3 clusters Score -656898.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -657054.187500 Penalty: 4289.169434
	Iteration 8Q: 3 clusters Score -657054.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -657150.687500 Penalty: 4289.169434
	Iteration 9Q: 3 clusters Score -657150.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -657212.812500 Penalty: 4289.169434
	Iteration 10Q: 3 clusters Score -657212.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -657248.750000 Penalty: 4289.169434
	Iteration 11Q: 3 clusters Score -657248.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -657282.375000 Penalty: 4289.169434
	Iteration 12Q: 3 clusters Score -657282.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -657308.687500 Penalty: 4289.169434
	Iteration 13Q: 3 clusters Score -657308.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -657327.250000 Penalty: 4289.169434
	Iteration 14Q: 3 clusters Score -657327.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -657345.625000 Penalty: 4289.169434
	Iteration 15Q: 3 clusters Score -657345.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -657365.437500 Penalty: 4289.169434
	Iteration 16Q: 3 clusters Score -657365.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -657378.375000 Penalty: 4289.169434
	Iteration 17Q: 3 clusters Score -657378.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -657392.625000 Penalty: 4289.169434
	Iteration 18Q: 3 clusters Score -657392.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -657401.625000 Penalty: 4289.169434
	Iteration 19Q: 3 clusters Score -657401.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -657408.875000 Penalty: 4289.169434
	Iteration 20F: 3 clusters Score -657408.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -657414.062500 Penalty: 4289.169434
	Iteration 21Q: 3 clusters Score -657414.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -657419.625000 Penalty: 4289.169434
	Iteration 22Q: 3 clusters Score -657419.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -657420.812500 Penalty: 4289.169434
	Iteration 23Q: 3 clusters Score -657420.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -657423.125000 Penalty: 4289.169434
	Iteration 24Q: 3 clusters Score -657423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -657422.625000 Penalty: 4289.169434
	Iteration 25Q: 3 clusters Score -657422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -657423.750000 Penalty: 4289.169434
	Iteration 26Q: 3 clusters Score -657423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -657425.750000 Penalty: 4289.169434
	Iteration 27Q: 3 clusters Score -657425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -657426.687500 Penalty: 4289.169434
	Iteration 28Q: 3 clusters Score -657426.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -657428.750000 Penalty: 4289.169434
	Iteration 29Q: 3 clusters Score -657428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -657428.375000 Penalty: 4289.169434
	Iteration 30Q: 3 clusters Score -657428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -657427.875000 Penalty: 4289.169434
	Iteration 31Q: 3 clusters Score -657427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -657430.625000 Penalty: 4289.169434
	Iteration 32Q: 3 clusters Score -657430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -657431.750000 Penalty: 4289.169434
	Iteration 33Q: 3 clusters Score -657431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -657431.875000 Penalty: 4289.169434
	Iteration 34Q: 3 clusters Score -657431.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -657431.875000 Penalty: 4289.169434
	Iteration 35F: 3 clusters Score -657431.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Entering Unmasked Estep 
Score: -2016352.250000 Penalty: 2420.614258
	Iteration 0F: 2 clusters Score -2016352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2003921.250000 Penalty: 4841.228516
	Iteration 0F: 3 clusters Score -2003921 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2008123.500000 Penalty: 4841.228516
	Iteration 1F: 3 clusters Score -2008124 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2008665.125000 Penalty: 4841.228516
	Iteration 2F: 3 clusters Score -2008665 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2009105.375000 Penalty: 4841.228516
	Iteration 3F: 3 clusters Score -2009105 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2009495.250000 Penalty: 4841.228516
	Iteration 4F: 3 clusters Score -2009495 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2009888.250000 Penalty: 4841.228516
	Iteration 5Q: 3 clusters Score -2009888 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2010363.750000 Penalty: 4841.228516
	Iteration 6Q: 3 clusters Score -2010364 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2010918.375000 Penalty: 4841.228516
	Iteration 7F: 3 clusters Score -2010918 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2011538.250000 Penalty: 4841.228516
	Iteration 8F: 3 clusters Score -2011538 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2012164.625000 Penalty: 4841.228516
	Iteration 9F: 3 clusters Score -2012165 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2012736.375000 Penalty: 4841.228516
	Iteration 10Q: 3 clusters Score -2012736 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2013253.125000 Penalty: 4841.228516
	Iteration 11Q: 3 clusters Score -2013253 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2013724.500000 Penalty: 4841.228516
	Iteration 12Q: 3 clusters Score -2013724 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2014122.250000 Penalty: 4841.228516
	Iteration 13Q: 3 clusters Score -2014122 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2014476.750000 Penalty: 4841.228516
	Iteration 14Q: 3 clusters Score -2014477 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2014724.625000 Penalty: 4841.228516
	Iteration 15Q: 3 clusters Score -2014725 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2014858.125000 Penalty: 4841.228516
	Iteration 16Q: 3 clusters Score -2014858 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2014953.375000 Penalty: 4841.228516
	Iteration 17Q: 3 clusters Score -2014953 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2015023.500000 Penalty: 4841.228516
	Iteration 18Q: 3 clusters Score -2015024 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2015083.875000 Penalty: 4841.228516
	Iteration 19Q: 3 clusters Score -2015084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2015130.500000 Penalty: 4841.228516
	Iteration 20F: 3 clusters Score -2015130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2015168.625000 Penalty: 4841.228516
	Iteration 21Q: 3 clusters Score -2015169 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2015197.250000 Penalty: 4841.228516
	Iteration 22Q: 3 clusters Score -2015197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2015213.875000 Penalty: 4841.228516
	Iteration 23Q: 3 clusters Score -2015214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2015225.500000 Penalty: 4841.228516
	Iteration 24Q: 3 clusters Score -2015226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2015233.625000 Penalty: 4841.228516
	Iteration 25Q: 3 clusters Score -2015234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2015234.875000 Penalty: 4841.228516
	Iteration 26Q: 3 clusters Score -2015235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2015240.125000 Penalty: 4841.228516
	Iteration 27Q: 3 clusters Score -2015240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2015247.625000 Penalty: 4841.228516
	Iteration 28Q: 3 clusters Score -2015248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2015252.750000 Penalty: 4841.228516
	Iteration 29Q: 3 clusters Score -2015253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2015253.500000 Penalty: 4841.228516
	Iteration 30Q: 3 clusters Score -2015254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2015257.125000 Penalty: 4841.228516
	Iteration 31Q: 3 clusters Score -2015257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2015261.375000 Penalty: 4841.228516
	Iteration 32Q: 3 clusters Score -2015261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2015261.500000 Penalty: 4841.228516
	Iteration 33Q: 3 clusters Score -2015262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2015264.250000 Penalty: 4841.228516
	Iteration 34Q: 3 clusters Score -2015264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2015267.125000 Penalty: 4841.228516
	Iteration 35Q: 3 clusters Score -2015267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2015271.000000 Penalty: 4841.228516
	Iteration 36Q: 3 clusters Score -2015271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2015269.500000 Penalty: 4841.228516
	Iteration 37Q: 3 clusters Score -2015270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2015272.250000 Penalty: 4841.228516
	Iteration 38Q: 3 clusters Score -2015272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2015273.625000 Penalty: 4841.228516
	Iteration 39Q: 3 clusters Score -2015274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2015273.625000 Penalty: 4841.228516
	Iteration 40F: 3 clusters Score -2015274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -59196.492188 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -59196.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57802.238281 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -57802.24 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58429.128906 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -58429.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58717.992188 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -58717.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58876.804688 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -58876.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59057.859375 Penalty: 3040.009033
	Iteration 4F: 3 clusters Score -59057.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59163.894531 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -59163.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59247.652344 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -59247.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59274.949219 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -59274.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59281.480469 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -59281.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59286.644531 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -59286.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59286.644531 Penalty: 3040.009033
	Iteration 10F: 3 clusters Score -59286.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 61 contains 212 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
Score: -133769144.000000 Penalty: 225349.328125
Splitting cluster 7 changes total score from -133770944.000000 to -133769144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -624666.500000 Penalty: 2132.175537
	Iteration 0F: 2 clusters Score -624666.5 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 2710 members 
Entering Unmasked Estep 
Score: -619915.875000 Penalty: 4264.351074
	Iteration 0F: 3 clusters Score -619915.9 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -621111.375000 Penalty: 4264.351074
	Iteration 1F: 3 clusters Score -621111.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -621433.187500 Penalty: 4264.351074
	Iteration 2F: 3 clusters Score -621433.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -621674.937500 Penalty: 4264.351074
	Iteration 3F: 3 clusters Score -621674.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -621878.500000 Penalty: 4264.351074
	Iteration 4F: 3 clusters Score -621878.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -622053.812500 Penalty: 4264.351074
	Iteration 5Q: 3 clusters Score -622053.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -622203.687500 Penalty: 4264.351074
	Iteration 6Q: 3 clusters Score -622203.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -622324.750000 Penalty: 4264.351074
	Iteration 7Q: 3 clusters Score -622324.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -622399.812500 Penalty: 4264.351074
	Iteration 8Q: 3 clusters Score -622399.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -622470.062500 Penalty: 4264.351074
	Iteration 9Q: 3 clusters Score -622470.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -622528.062500 Penalty: 4264.351074
	Iteration 10Q: 3 clusters Score -622528.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -622581.062500 Penalty: 4264.351074
	Iteration 11Q: 3 clusters Score -622581.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -622630.625000 Penalty: 4264.351074
	Iteration 12Q: 3 clusters Score -622630.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -622681.812500 Penalty: 4264.351074
	Iteration 13Q: 3 clusters Score -622681.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -622728.375000 Penalty: 4264.351074
	Iteration 14Q: 3 clusters Score -622728.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -622765.625000 Penalty: 4264.351074
	Iteration 15Q: 3 clusters Score -622765.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -622793.687500 Penalty: 4264.351074
	Iteration 16Q: 3 clusters Score -622793.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -622821.562500 Penalty: 4264.351074
	Iteration 17Q: 3 clusters Score -622821.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -622842.875000 Penalty: 4264.351074
	Iteration 18Q: 3 clusters Score -622842.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -622862.875000 Penalty: 4264.351074
	Iteration 19Q: 3 clusters Score -622862.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -622881.812500 Penalty: 4264.351074
	Iteration 20F: 3 clusters Score -622881.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -622902.562500 Penalty: 4264.351074
	Iteration 21Q: 3 clusters Score -622902.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -622926.812500 Penalty: 4264.351074
	Iteration 22Q: 3 clusters Score -622926.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -622952.625000 Penalty: 4264.351074
	Iteration 23Q: 3 clusters Score -622952.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -622980.250000 Penalty: 4264.351074
	Iteration 24Q: 3 clusters Score -622980.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -623004.000000 Penalty: 4264.351074
	Iteration 25Q: 3 clusters Score -623004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -623016.250000 Penalty: 4264.351074
	Iteration 26Q: 3 clusters Score -623016.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -623026.937500 Penalty: 4264.351074
	Iteration 27Q: 3 clusters Score -623026.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -623043.000000 Penalty: 4264.351074
	Iteration 28Q: 3 clusters Score -623043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -623050.750000 Penalty: 4264.351074
	Iteration 29Q: 3 clusters Score -623050.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -623058.187500 Penalty: 4264.351074
	Iteration 30Q: 3 clusters Score -623058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -623063.625000 Penalty: 4264.351074
	Iteration 31Q: 3 clusters Score -623063.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -623066.750000 Penalty: 4264.351074
	Iteration 32Q: 3 clusters Score -623066.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -623069.937500 Penalty: 4264.351074
	Iteration 33Q: 3 clusters Score -623069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -623069.750000 Penalty: 4264.351074
	Iteration 34Q: 3 clusters Score -623069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -623069.687500 Penalty: 4264.351074
	Iteration 35Q: 3 clusters Score -623069.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -623069.687500 Penalty: 4264.351074
	Iteration 36F: 3 clusters Score -623069.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1575620.625000 Penalty: 2359.122314
	Iteration 0F: 2 clusters Score -1575621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1565732.875000 Penalty: 4718.244629
	Iteration 0F: 3 clusters Score -1565733 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1568800.750000 Penalty: 4718.244629
	Iteration 1F: 3 clusters Score -1568801 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1569109.250000 Penalty: 4718.244629
	Iteration 2F: 3 clusters Score -1569109 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1569331.875000 Penalty: 4718.244629
	Iteration 3Q: 3 clusters Score -1569332 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1569507.875000 Penalty: 4718.244629
	Iteration 4Q: 3 clusters Score -1569508 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1569682.500000 Penalty: 4718.244629
	Iteration 5Q: 3 clusters Score -1569682 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1569852.750000 Penalty: 4718.244629
	Iteration 6Q: 3 clusters Score -1569853 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1570047.125000 Penalty: 4718.244629
	Iteration 7Q: 3 clusters Score -1570047 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1570264.875000 Penalty: 4718.244629
	Iteration 8Q: 3 clusters Score -1570265 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1570533.125000 Penalty: 4718.244629
	Iteration 9Q: 3 clusters Score -1570533 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1570814.125000 Penalty: 4718.244629
	Iteration 10Q: 3 clusters Score -1570814 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1571145.875000 Penalty: 4718.244629
	Iteration 11Q: 3 clusters Score -1571146 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1571489.250000 Penalty: 4718.244629
	Iteration 12Q: 3 clusters Score -1571489 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1571880.000000 Penalty: 4718.244629
	Iteration 13Q: 3 clusters Score -1571880 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1572360.125000 Penalty: 4718.244629
	Iteration 14Q: 3 clusters Score -1572360 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1572750.125000 Penalty: 4718.244629
	Iteration 15Q: 3 clusters Score -1572750 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1573008.375000 Penalty: 4718.244629
	Iteration 16Q: 3 clusters Score -1573008 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1573173.125000 Penalty: 4718.244629
	Iteration 17Q: 3 clusters Score -1573173 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1573277.500000 Penalty: 4718.244629
	Iteration 18Q: 3 clusters Score -1573278 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1573370.500000 Penalty: 4718.244629
	Iteration 19Q: 3 clusters Score -1573370 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1573433.250000 Penalty: 4718.244629
	Iteration 20F: 3 clusters Score -1573433 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1573463.125000 Penalty: 4718.244629
	Iteration 21Q: 3 clusters Score -1573463 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1573480.875000 Penalty: 4718.244629
	Iteration 22Q: 3 clusters Score -1573481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1573493.875000 Penalty: 4718.244629
	Iteration 23Q: 3 clusters Score -1573494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1573506.750000 Penalty: 4718.244629
	Iteration 24Q: 3 clusters Score -1573507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1573517.875000 Penalty: 4718.244629
	Iteration 25Q: 3 clusters Score -1573518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1573528.000000 Penalty: 4718.244629
	Iteration 26Q: 3 clusters Score -1573528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1573530.125000 Penalty: 4718.244629
	Iteration 27Q: 3 clusters Score -1573530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1573538.250000 Penalty: 4718.244629
	Iteration 28Q: 3 clusters Score -1573538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1573538.875000 Penalty: 4718.244629
	Iteration 29Q: 3 clusters Score -1573539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1573539.750000 Penalty: 4718.244629
	Iteration 30Q: 3 clusters Score -1573540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1573539.500000 Penalty: 4718.244629
	Iteration 31Q: 3 clusters Score -1573540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1573542.125000 Penalty: 4718.244629
	Iteration 32Q: 3 clusters Score -1573542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1573542.250000 Penalty: 4718.244629
	Iteration 33Q: 3 clusters Score -1573542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1573543.125000 Penalty: 4718.244629
	Iteration 34Q: 3 clusters Score -1573543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1573546.375000 Penalty: 4718.244629
	Iteration 35Q: 3 clusters Score -1573546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1573549.625000 Penalty: 4718.244629
	Iteration 36Q: 3 clusters Score -1573550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1573553.125000 Penalty: 4718.244629
	Iteration 37Q: 3 clusters Score -1573553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1573551.375000 Penalty: 4718.244629
	Iteration 38Q: 3 clusters Score -1573551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1573555.375000 Penalty: 4718.244629
	Iteration 39Q: 3 clusters Score -1573555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1573555.500000 Penalty: 4718.244629
	Iteration 40F: 3 clusters Score -1573556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1573561.875000 Penalty: 4718.244629
	Iteration 41Q: 3 clusters Score -1573562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1573562.875000 Penalty: 4718.244629
	Iteration 42Q: 3 clusters Score -1573563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1573564.375000 Penalty: 4718.244629
	Iteration 43Q: 3 clusters Score -1573564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1573568.000000 Penalty: 4718.244629
	Iteration 44Q: 3 clusters Score -1573568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1573565.375000 Penalty: 4718.244629
	Iteration 45Q: 3 clusters Score -1573565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1573565.500000 Penalty: 4718.244629
	Iteration 46Q: 3 clusters Score -1573566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1573566.250000 Penalty: 4718.244629
	Iteration 47Q: 3 clusters Score -1573566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1573564.875000 Penalty: 4718.244629
	Iteration 48Q: 3 clusters Score -1573565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1573566.875000 Penalty: 4718.244629
	Iteration 49Q: 3 clusters Score -1573567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1573568.250000 Penalty: 4718.244629
	Iteration 50Q: 3 clusters Score -1573568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1573566.500000 Penalty: 4718.244629
	Iteration 51Q: 3 clusters Score -1573566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1573564.500000 Penalty: 4718.244629
	Iteration 52Q: 3 clusters Score -1573564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1573567.000000 Penalty: 4718.244629
	Iteration 53Q: 3 clusters Score -1573567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1573568.500000 Penalty: 4718.244629
	Iteration 54Q: 3 clusters Score -1573568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1573568.625000 Penalty: 4718.244629
	Iteration 55Q: 3 clusters Score -1573569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1573570.375000 Penalty: 4718.244629
	Iteration 56Q: 3 clusters Score -1573570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1573568.625000 Penalty: 4718.244629
	Iteration 57Q: 3 clusters Score -1573569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1573569.375000 Penalty: 4718.244629
	Iteration 58Q: 3 clusters Score -1573569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1573566.125000 Penalty: 4718.244629
	Iteration 59Q: 3 clusters Score -1573566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1573566.625000 Penalty: 4718.244629
	Iteration 60F: 3 clusters Score -1573567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1573571.750000 Penalty: 4718.244629
	Iteration 61Q: 3 clusters Score -1573572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1573570.875000 Penalty: 4718.244629
	Iteration 62Q: 3 clusters Score -1573571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1573570.875000 Penalty: 4718.244629
	Iteration 63F: 3 clusters Score -1573571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Entering Unmasked Estep 
Score: -4295808.000000 Penalty: 2606.584717
	Iteration 0F: 2 clusters Score -4295808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4271008.000000 Penalty: 5213.169434
	Iteration 0F: 3 clusters Score -4271008 nChanged 16627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4280112.500000 Penalty: 5213.169434
	Iteration 1F: 3 clusters Score -4280112 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4280726.000000 Penalty: 5213.169434
	Iteration 2Q: 3 clusters Score -4280726 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4281321.500000 Penalty: 5213.169434
	Iteration 3Q: 3 clusters Score -4281322 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4281981.500000 Penalty: 5213.169434
	Iteration 4Q: 3 clusters Score -4281982 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -4282707.000000 Penalty: 5213.169434
	Iteration 5Q: 3 clusters Score -4282707 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4283544.500000 Penalty: 5213.169434
	Iteration 6Q: 3 clusters Score -4283544 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4284526.000000 Penalty: 5213.169434
	Iteration 7Q: 3 clusters Score -4284526 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4285610.000000 Penalty: 5213.169434
	Iteration 8Q: 3 clusters Score -4285610 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4286848.500000 Penalty: 5213.169434
	Iteration 9Q: 3 clusters Score -4286848 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -4288040.000000 Penalty: 5213.169434
	Iteration 10F: 3 clusters Score -4288040 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -4288963.500000 Penalty: 5213.169434
	Iteration 11Q: 3 clusters Score -4288964 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -4289604.000000 Penalty: 5213.169434
	Iteration 12Q: 3 clusters Score -4289604 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4290090.500000 Penalty: 5213.169434
	Iteration 13Q: 3 clusters Score -4290090 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -4290449.500000 Penalty: 5213.169434
	Iteration 14Q: 3 clusters Score -4290450 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4290743.000000 Penalty: 5213.169434
	Iteration 15Q: 3 clusters Score -4290743 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -4290990.000000 Penalty: 5213.169434
	Iteration 16Q: 3 clusters Score -4290990 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -4291220.500000 Penalty: 5213.169434
	Iteration 17Q: 3 clusters Score -4291220 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -4291425.500000 Penalty: 5213.169434
	Iteration 18Q: 3 clusters Score -4291426 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -4291603.500000 Penalty: 5213.169434
	Iteration 19Q: 3 clusters Score -4291604 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -4291757.500000 Penalty: 5213.169434
	Iteration 20F: 3 clusters Score -4291758 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4291890.000000 Penalty: 5213.169434
	Iteration 21Q: 3 clusters Score -4291890 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -4291975.500000 Penalty: 5213.169434
	Iteration 22Q: 3 clusters Score -4291976 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -4292031.500000 Penalty: 5213.169434
	Iteration 23Q: 3 clusters Score -4292032 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -4292121.000000 Penalty: 5213.169434
	Iteration 24Q: 3 clusters Score -4292121 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -4292182.000000 Penalty: 5213.169434
	Iteration 25Q: 3 clusters Score -4292182 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4292247.000000 Penalty: 5213.169434
	Iteration 26Q: 3 clusters Score -4292247 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4292307.500000 Penalty: 5213.169434
	Iteration 27Q: 3 clusters Score -4292308 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4292344.000000 Penalty: 5213.169434
	Iteration 28Q: 3 clusters Score -4292344 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4292402.500000 Penalty: 5213.169434
	Iteration 29Q: 3 clusters Score -4292402 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4292428.500000 Penalty: 5213.169434
	Iteration 30Q: 3 clusters Score -4292428 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4292457.000000 Penalty: 5213.169434
	Iteration 31Q: 3 clusters Score -4292457 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -4292492.000000 Penalty: 5213.169434
	Iteration 32Q: 3 clusters Score -4292492 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -4292514.000000 Penalty: 5213.169434
	Iteration 33Q: 3 clusters Score -4292514 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4292558.000000 Penalty: 5213.169434
	Iteration 34Q: 3 clusters Score -4292558 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4292582.500000 Penalty: 5213.169434
	Iteration 35Q: 3 clusters Score -4292582 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -4292632.000000 Penalty: 5213.169434
	Iteration 36Q: 3 clusters Score -4292632 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4292692.000000 Penalty: 5213.169434
	Iteration 37Q: 3 clusters Score -4292692 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4292749.000000 Penalty: 5213.169434
	Iteration 38Q: 3 clusters Score -4292749 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4292778.500000 Penalty: 5213.169434
	Iteration 39Q: 3 clusters Score -4292778 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4292807.000000 Penalty: 5213.169434
	Iteration 40F: 3 clusters Score -4292807 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -4292851.500000 Penalty: 5213.169434
	Iteration 41Q: 3 clusters Score -4292852 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4292874.500000 Penalty: 5213.169434
	Iteration 42Q: 3 clusters Score -4292874 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4292907.000000 Penalty: 5213.169434
	Iteration 43Q: 3 clusters Score -4292907 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -4292947.500000 Penalty: 5213.169434
	Iteration 44Q: 3 clusters Score -4292948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4292962.000000 Penalty: 5213.169434
	Iteration 45Q: 3 clusters Score -4292962 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4292988.500000 Penalty: 5213.169434
	Iteration 46Q: 3 clusters Score -4292988 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -4292997.000000 Penalty: 5213.169434
	Iteration 47Q: 3 clusters Score -4292997 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4293036.500000 Penalty: 5213.169434
	Iteration 48Q: 3 clusters Score -4293036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4293053.500000 Penalty: 5213.169434
	Iteration 49Q: 3 clusters Score -4293054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4293063.000000 Penalty: 5213.169434
	Iteration 50Q: 3 clusters Score -4293063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -4293084.000000 Penalty: 5213.169434
	Iteration 51Q: 3 clusters Score -4293084 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4293113.500000 Penalty: 5213.169434
	Iteration 52Q: 3 clusters Score -4293114 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4293133.500000 Penalty: 5213.169434
	Iteration 53Q: 3 clusters Score -4293134 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4293143.500000 Penalty: 5213.169434
	Iteration 54Q: 3 clusters Score -4293144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4293162.000000 Penalty: 5213.169434
	Iteration 55Q: 3 clusters Score -4293162 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4293173.000000 Penalty: 5213.169434
	Iteration 56Q: 3 clusters Score -4293173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4293203.500000 Penalty: 5213.169434
	Iteration 57Q: 3 clusters Score -4293204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -4293214.000000 Penalty: 5213.169434
	Iteration 58Q: 3 clusters Score -4293214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4293231.000000 Penalty: 5213.169434
	Iteration 59Q: 3 clusters Score -4293231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4293242.500000 Penalty: 5213.169434
	Iteration 60F: 3 clusters Score -4293242 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4293270.000000 Penalty: 5213.169434
	Iteration 61Q: 3 clusters Score -4293270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -4293288.500000 Penalty: 5213.169434
	Iteration 62Q: 3 clusters Score -4293288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4293309.500000 Penalty: 5213.169434
	Iteration 63Q: 3 clusters Score -4293310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -4293345.500000 Penalty: 5213.169434
	Iteration 64Q: 3 clusters Score -4293346 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4293365.500000 Penalty: 5213.169434
	Iteration 65Q: 3 clusters Score -4293366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4293395.000000 Penalty: 5213.169434
	Iteration 66Q: 3 clusters Score -4293395 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4293430.500000 Penalty: 5213.169434
	Iteration 67Q: 3 clusters Score -4293430 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4293452.000000 Penalty: 5213.169434
	Iteration 68Q: 3 clusters Score -4293452 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4293490.500000 Penalty: 5213.169434
	Iteration 69Q: 3 clusters Score -4293490 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4293508.500000 Penalty: 5213.169434
	Iteration 70Q: 3 clusters Score -4293508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4293532.000000 Penalty: 5213.169434
	Iteration 71Q: 3 clusters Score -4293532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -4293550.500000 Penalty: 5213.169434
	Iteration 72Q: 3 clusters Score -4293550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -4293560.500000 Penalty: 5213.169434
	Iteration 73Q: 3 clusters Score -4293560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4293577.000000 Penalty: 5213.169434
	Iteration 74Q: 3 clusters Score -4293577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4293604.000000 Penalty: 5213.169434
	Iteration 75Q: 3 clusters Score -4293604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -4293606.500000 Penalty: 5213.169434
	Iteration 76Q: 3 clusters Score -4293606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4293613.000000 Penalty: 5213.169434
	Iteration 77Q: 3 clusters Score -4293613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -4293623.500000 Penalty: 5213.169434
	Iteration 78Q: 3 clusters Score -4293624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4293638.000000 Penalty: 5213.169434
	Iteration 79Q: 3 clusters Score -4293638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -4293641.000000 Penalty: 5213.169434
	Iteration 80F: 3 clusters Score -4293641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -4293652.500000 Penalty: 5213.169434
	Iteration 81Q: 3 clusters Score -4293652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4293655.500000 Penalty: 5213.169434
	Iteration 82Q: 3 clusters Score -4293656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -4293663.500000 Penalty: 5213.169434
	Iteration 83Q: 3 clusters Score -4293664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4293661.000000 Penalty: 5213.169434
	Iteration 84Q: 3 clusters Score -4293661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4293661.500000 Penalty: 5213.169434
	Iteration 85Q: 3 clusters Score -4293662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4293661.000000 Penalty: 5213.169434
	Iteration 86Q: 3 clusters Score -4293661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4293665.000000 Penalty: 5213.169434
	Iteration 87Q: 3 clusters Score -4293665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4293665.000000 Penalty: 5213.169434
	Iteration 88Q: 3 clusters Score -4293665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -4293673.000000 Penalty: 5213.169434
	Iteration 89Q: 3 clusters Score -4293673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4293674.500000 Penalty: 5213.169434
	Iteration 90Q: 3 clusters Score -4293674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4293681.500000 Penalty: 5213.169434
	Iteration 91Q: 3 clusters Score -4293682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4293683.000000 Penalty: 5213.169434
	Iteration 92Q: 3 clusters Score -4293683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4293674.000000 Penalty: 5213.169434
	Iteration 93Q: 3 clusters Score -4293674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4293682.000000 Penalty: 5213.169434
	Iteration 94Q: 3 clusters Score -4293682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -4293687.500000 Penalty: 5213.169434
	Iteration 95Q: 3 clusters Score -4293688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4293690.500000 Penalty: 5213.169434
	Iteration 96Q: 3 clusters Score -4293690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -4293689.500000 Penalty: 5213.169434
	Iteration 97Q: 3 clusters Score -4293690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4293690.500000 Penalty: 5213.169434
	Iteration 98Q: 3 clusters Score -4293690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4293693.000000 Penalty: 5213.169434
	Iteration 99Q: 3 clusters Score -4293693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4293700.500000 Penalty: 5213.169434
	Iteration 100F: 3 clusters Score -4293700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4293703.000000 Penalty: 5213.169434
	Iteration 101Q: 3 clusters Score -4293703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -4293719.500000 Penalty: 5213.169434
	Iteration 102Q: 3 clusters Score -4293720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4293717.000000 Penalty: 5213.169434
	Iteration 103Q: 3 clusters Score -4293717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4293724.500000 Penalty: 5213.169434
	Iteration 104Q: 3 clusters Score -4293724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -4293719.000000 Penalty: 5213.169434
	Iteration 105Q: 3 clusters Score -4293719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -4293715.000000 Penalty: 5213.169434
	Iteration 106Q: 3 clusters Score -4293715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -4293720.000000 Penalty: 5213.169434
	Iteration 107Q: 3 clusters Score -4293720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4293721.000000 Penalty: 5213.169434
	Iteration 108Q: 3 clusters Score -4293721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4293722.500000 Penalty: 5213.169434
	Iteration 109Q: 3 clusters Score -4293722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -4293725.500000 Penalty: 5213.169434
	Iteration 110Q: 3 clusters Score -4293726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4293739.500000 Penalty: 5213.169434
	Iteration 111Q: 3 clusters Score -4293740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4293730.500000 Penalty: 5213.169434
	Iteration 112Q: 3 clusters Score -4293730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4293733.000000 Penalty: 5213.169434
	Iteration 113Q: 3 clusters Score -4293733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4293739.000000 Penalty: 5213.169434
	Iteration 114Q: 3 clusters Score -4293739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4293741.500000 Penalty: 5213.169434
	Iteration 115Q: 3 clusters Score -4293742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4293737.500000 Penalty: 5213.169434
	Iteration 116Q: 3 clusters Score -4293738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4293739.500000 Penalty: 5213.169434
	Iteration 117Q: 3 clusters Score -4293740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4293741.000000 Penalty: 5213.169434
	Iteration 118Q: 3 clusters Score -4293741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4293736.500000 Penalty: 5213.169434
	Iteration 119Q: 3 clusters Score -4293736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4293738.500000 Penalty: 5213.169434
	Iteration 120F: 3 clusters Score -4293738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4293737.000000 Penalty: 5213.169434
	Iteration 121Q: 3 clusters Score -4293737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4293737.500000 Penalty: 5213.169434
	Iteration 122Q: 3 clusters Score -4293738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4293738.000000 Penalty: 5213.169434
	Iteration 123Q: 3 clusters Score -4293738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4293739.000000 Penalty: 5213.169434
	Iteration 124Q: 3 clusters Score -4293739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4293741.000000 Penalty: 5213.169434
	Iteration 125Q: 3 clusters Score -4293741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -4293743.500000 Penalty: 5213.169434
	Iteration 126Q: 3 clusters Score -4293744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4293744.500000 Penalty: 5213.169434
	Iteration 127Q: 3 clusters Score -4293744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4293744.500000 Penalty: 5213.169434
	Iteration 128Q: 3 clusters Score -4293744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4293744.500000 Penalty: 5213.169434
	Iteration 129Q: 3 clusters Score -4293744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4293742.500000 Penalty: 5213.169434
	Iteration 130Q: 3 clusters Score -4293742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4293742.500000 Penalty: 5213.169434
	Iteration 131F: 3 clusters Score -4293742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1337677.375000 Penalty: 2319.449951
	Iteration 0F: 2 clusters Score -1337677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1329071.250000 Penalty: 4638.899902
	Iteration 0F: 3 clusters Score -1329071 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1331673.500000 Penalty: 4638.899902
	Iteration 1F: 3 clusters Score -1331674 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1331951.375000 Penalty: 4638.899902
	Iteration 2F: 3 clusters Score -1331951 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1332121.750000 Penalty: 4638.899902
	Iteration 3Q: 3 clusters Score -1332122 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1332245.875000 Penalty: 4638.899902
	Iteration 4Q: 3 clusters Score -1332246 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1332355.500000 Penalty: 4638.899902
	Iteration 5Q: 3 clusters Score -1332356 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1332486.000000 Penalty: 4638.899902
	Iteration 6Q: 3 clusters Score -1332486 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1332665.250000 Penalty: 4638.899902
	Iteration 7Q: 3 clusters Score -1332665 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1332832.375000 Penalty: 4638.899902
	Iteration 8Q: 3 clusters Score -1332832 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1333040.125000 Penalty: 4638.899902
	Iteration 9Q: 3 clusters Score -1333040 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1333288.000000 Penalty: 4638.899902
	Iteration 10Q: 3 clusters Score -1333288 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1333617.250000 Penalty: 4638.899902
	Iteration 11Q: 3 clusters Score -1333617 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1334070.125000 Penalty: 4638.899902
	Iteration 12F: 3 clusters Score -1334070 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1334578.125000 Penalty: 4638.899902
	Iteration 13F: 3 clusters Score -1334578 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1334986.875000 Penalty: 4638.899902
	Iteration 14Q: 3 clusters Score -1334987 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1335254.250000 Penalty: 4638.899902
	Iteration 15Q: 3 clusters Score -1335254 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1335393.750000 Penalty: 4638.899902
	Iteration 16Q: 3 clusters Score -1335394 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1335501.000000 Penalty: 4638.899902
	Iteration 17Q: 3 clusters Score -1335501 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1335568.750000 Penalty: 4638.899902
	Iteration 18Q: 3 clusters Score -1335569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1335617.625000 Penalty: 4638.899902
	Iteration 19Q: 3 clusters Score -1335618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1335646.750000 Penalty: 4638.899902
	Iteration 20F: 3 clusters Score -1335647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1335672.500000 Penalty: 4638.899902
	Iteration 21Q: 3 clusters Score -1335672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1335695.875000 Penalty: 4638.899902
	Iteration 22Q: 3 clusters Score -1335696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1335719.000000 Penalty: 4638.899902
	Iteration 23Q: 3 clusters Score -1335719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1335736.750000 Penalty: 4638.899902
	Iteration 24Q: 3 clusters Score -1335737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1335742.875000 Penalty: 4638.899902
	Iteration 25Q: 3 clusters Score -1335743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1335748.000000 Penalty: 4638.899902
	Iteration 26Q: 3 clusters Score -1335748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1335751.000000 Penalty: 4638.899902
	Iteration 27Q: 3 clusters Score -1335751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1335749.750000 Penalty: 4638.899902
	Iteration 28Q: 3 clusters Score -1335750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1335749.750000 Penalty: 4638.899902
	Iteration 29F: 3 clusters Score -1335750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Entering Unmasked Estep 
Score: -1620672.750000 Penalty: 2365.581787
	Iteration 0F: 2 clusters Score -1620673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1610472.750000 Penalty: 4731.163574
	Iteration 0F: 3 clusters Score -1610473 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1613690.125000 Penalty: 4731.163574
	Iteration 1F: 3 clusters Score -1613690 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1614059.125000 Penalty: 4731.163574
	Iteration 2F: 3 clusters Score -1614059 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1614355.625000 Penalty: 4731.163574
	Iteration 3Q: 3 clusters Score -1614356 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1614600.750000 Penalty: 4731.163574
	Iteration 4Q: 3 clusters Score -1614601 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1614858.375000 Penalty: 4731.163574
	Iteration 5Q: 3 clusters Score -1614858 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1615156.125000 Penalty: 4731.163574
	Iteration 6Q: 3 clusters Score -1615156 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1615524.250000 Penalty: 4731.163574
	Iteration 7Q: 3 clusters Score -1615524 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1615984.000000 Penalty: 4731.163574
	Iteration 8Q: 3 clusters Score -1615984 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1616506.125000 Penalty: 4731.163574
	Iteration 9Q: 3 clusters Score -1616506 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1617061.375000 Penalty: 4731.163574
	Iteration 10Q: 3 clusters Score -1617061 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1617561.375000 Penalty: 4731.163574
	Iteration 11Q: 3 clusters Score -1617561 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1617889.000000 Penalty: 4731.163574
	Iteration 12Q: 3 clusters Score -1617889 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1618104.625000 Penalty: 4731.163574
	Iteration 13Q: 3 clusters Score -1618105 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1618211.750000 Penalty: 4731.163574
	Iteration 14Q: 3 clusters Score -1618212 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1618256.250000 Penalty: 4731.163574
	Iteration 15Q: 3 clusters Score -1618256 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1618281.875000 Penalty: 4731.163574
	Iteration 16Q: 3 clusters Score -1618282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1618297.500000 Penalty: 4731.163574
	Iteration 17Q: 3 clusters Score -1618298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1618312.250000 Penalty: 4731.163574
	Iteration 18Q: 3 clusters Score -1618312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1618309.125000 Penalty: 4731.163574
	Iteration 19Q: 3 clusters Score -1618309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1618321.250000 Penalty: 4731.163574
	Iteration 20F: 3 clusters Score -1618321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1618319.500000 Penalty: 4731.163574
	Iteration 21Q: 3 clusters Score -1618320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1618328.875000 Penalty: 4731.163574
	Iteration 22Q: 3 clusters Score -1618329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1618334.250000 Penalty: 4731.163574
	Iteration 23Q: 3 clusters Score -1618334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1618331.000000 Penalty: 4731.163574
	Iteration 24Q: 3 clusters Score -1618331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1618332.125000 Penalty: 4731.163574
	Iteration 25Q: 3 clusters Score -1618332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1618336.375000 Penalty: 4731.163574
	Iteration 26Q: 3 clusters Score -1618336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1618338.375000 Penalty: 4731.163574
	Iteration 27Q: 3 clusters Score -1618338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1618342.500000 Penalty: 4731.163574
	Iteration 28Q: 3 clusters Score -1618342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1618340.125000 Penalty: 4731.163574
	Iteration 29Q: 3 clusters Score -1618340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1618338.125000 Penalty: 4731.163574
	Iteration 30Q: 3 clusters Score -1618338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1618342.250000 Penalty: 4731.163574
	Iteration 31Q: 3 clusters Score -1618342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1618337.250000 Penalty: 4731.163574
	Iteration 32Q: 3 clusters Score -1618337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1618338.875000 Penalty: 4731.163574
	Iteration 33Q: 3 clusters Score -1618339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1618338.875000 Penalty: 4731.163574
	Iteration 34F: 3 clusters Score -1618339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170074 members 
Entering Unmasked Estep 
Score: -20094198.000000 Penalty: 2986.909424
	Iteration 0F: 2 clusters Score -2.00942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -19980932.000000 Penalty: 5973.818848
	Iteration 0F: 3 clusters Score -1.998093e+07 nChanged 81746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85810 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
Score: -20029018.000000 Penalty: 5973.818848
	Iteration 1F: 3 clusters Score -2.002902e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -20031404.000000 Penalty: 5973.818848
	Iteration 2Q: 3 clusters Score -2.00314e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -20034864.000000 Penalty: 5973.818848
	Iteration 3Q: 3 clusters Score -2.003486e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -20040012.000000 Penalty: 5973.818848
	Iteration 4F: 3 clusters Score -2.004001e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -20046170.000000 Penalty: 5973.818848
	Iteration 5F: 3 clusters Score -2.004617e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -20051740.000000 Penalty: 5973.818848
	Iteration 6F: 3 clusters Score -2.005174e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -20056056.000000 Penalty: 5973.818848
	Iteration 7F: 3 clusters Score -2.005606e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -20058346.000000 Penalty: 5973.818848
	Iteration 8Q: 3 clusters Score -2.005835e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 74311 members 
Entering Unmasked Estep 
Score: -20059598.000000 Penalty: 5973.818848
	Iteration 9Q: 3 clusters Score -2.00596e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95686 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -20060264.000000 Penalty: 5973.818848
	Iteration 10Q: 3 clusters Score -2.006026e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -20060578.000000 Penalty: 5973.818848
	Iteration 11Q: 3 clusters Score -2.006058e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -20060678.000000 Penalty: 5973.818848
	Iteration 12Q: 3 clusters Score -2.006068e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -20060912.000000 Penalty: 5973.818848
	Iteration 13Q: 3 clusters Score -2.006091e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -20061036.000000 Penalty: 5973.818848
	Iteration 14Q: 3 clusters Score -2.006104e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -20061214.000000 Penalty: 5973.818848
	Iteration 15Q: 3 clusters Score -2.006121e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -20061494.000000 Penalty: 5973.818848
	Iteration 16Q: 3 clusters Score -2.006149e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -20061726.000000 Penalty: 5973.818848
	Iteration 17Q: 3 clusters Score -2.006173e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -20061866.000000 Penalty: 5973.818848
	Iteration 18Q: 3 clusters Score -2.006187e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -20062048.000000 Penalty: 5973.818848
	Iteration 19Q: 3 clusters Score -2.006205e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -20062394.000000 Penalty: 5973.818848
	Iteration 20F: 3 clusters Score -2.006239e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -20062810.000000 Penalty: 5973.818848
	Iteration 21Q: 3 clusters Score -2.006281e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -20063180.000000 Penalty: 5973.818848
	Iteration 22Q: 3 clusters Score -2.006318e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -20063778.000000 Penalty: 5973.818848
	Iteration 23Q: 3 clusters Score -2.006378e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 96684 members 
Entering Unmasked Estep 
Score: -20064566.000000 Penalty: 5973.818848
	Iteration 24Q: 3 clusters Score -2.006457e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -20065600.000000 Penalty: 5973.818848
	Iteration 25Q: 3 clusters Score -2.00656e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -20066822.000000 Penalty: 5973.818848
	Iteration 26Q: 3 clusters Score -2.006682e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 110935 members 
Entering Unmasked Estep 
Score: -20068368.000000 Penalty: 5973.818848
	Iteration 27Q: 3 clusters Score -2.006837e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 116828 members 
Entering Unmasked Estep 
Score: -20070338.000000 Penalty: 5973.818848
	Iteration 28Q: 3 clusters Score -2.007034e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 123183 members 
Entering Unmasked Estep 
Score: -20073006.000000 Penalty: 5973.818848
	Iteration 29Q: 3 clusters Score -2.007301e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -20075760.000000 Penalty: 5973.818848
	Iteration 30Q: 3 clusters Score -2.007576e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 136377 members 
Entering Unmasked Estep 
Score: -20078900.000000 Penalty: 5973.818848
	Iteration 31Q: 3 clusters Score -2.00789e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 142586 members 
Entering Unmasked Estep 
Score: -20081564.000000 Penalty: 5973.818848
	Iteration 32Q: 3 clusters Score -2.008156e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 148187 members 
Entering Unmasked Estep 
Score: -20083984.000000 Penalty: 5973.818848
	Iteration 33Q: 3 clusters Score -2.008398e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -20086034.000000 Penalty: 5973.818848
	Iteration 34Q: 3 clusters Score -2.008603e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -20087708.000000 Penalty: 5973.818848
	Iteration 35Q: 3 clusters Score -2.008771e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 159854 members 
Entering Unmasked Estep 
Score: -20088804.000000 Penalty: 5973.818848
	Iteration 36Q: 3 clusters Score -2.00888e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -20089728.000000 Penalty: 5973.818848
	Iteration 37Q: 3 clusters Score -2.008973e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 163586 members 
Entering Unmasked Estep 
Score: -20090340.000000 Penalty: 5973.818848
	Iteration 38Q: 3 clusters Score -2.009034e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 164738 members 
Entering Unmasked Estep 
Score: -20090834.000000 Penalty: 5973.818848
	Iteration 39Q: 3 clusters Score -2.009083e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 165598 members 
Entering Unmasked Estep 
Score: -20091148.000000 Penalty: 5973.818848
	Iteration 40F: 3 clusters Score -2.009115e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 166203 members 
Entering Unmasked Estep 
Score: -20091362.000000 Penalty: 5973.818848
	Iteration 41Q: 3 clusters Score -2.009136e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -20091490.000000 Penalty: 5973.818848
	Iteration 42Q: 3 clusters Score -2.009149e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -20091604.000000 Penalty: 5973.818848
	Iteration 43Q: 3 clusters Score -2.00916e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -20091704.000000 Penalty: 5973.818848
	Iteration 44Q: 3 clusters Score -2.00917e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 167338 members 
Entering Unmasked Estep 
Score: -20091786.000000 Penalty: 5973.818848
	Iteration 45Q: 3 clusters Score -2.009179e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 167461 members 
Entering Unmasked Estep 
Score: -20091840.000000 Penalty: 5973.818848
	Iteration 46Q: 3 clusters Score -2.009184e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -20091870.000000 Penalty: 5973.818848
	Iteration 47Q: 3 clusters Score -2.009187e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 167661 members 
Entering Unmasked Estep 
Score: -20091912.000000 Penalty: 5973.818848
	Iteration 48Q: 3 clusters Score -2.009191e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 167740 members 
Entering Unmasked Estep 
Score: -20091968.000000 Penalty: 5973.818848
	Iteration 49Q: 3 clusters Score -2.009197e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 167795 members 
Entering Unmasked Estep 
Score: -20091966.000000 Penalty: 5973.818848
	Iteration 50Q: 3 clusters Score -2.009197e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 167847 members 
Entering Unmasked Estep 
Score: -20092008.000000 Penalty: 5973.818848
	Iteration 51Q: 3 clusters Score -2.009201e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 167888 members 
Entering Unmasked Estep 
Score: -20092018.000000 Penalty: 5973.818848
	Iteration 52Q: 3 clusters Score -2.009202e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 167924 members 
Entering Unmasked Estep 
Score: -20092034.000000 Penalty: 5973.818848
	Iteration 53Q: 3 clusters Score -2.009203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 167946 members 
Entering Unmasked Estep 
Score: -20092064.000000 Penalty: 5973.818848
	Iteration 54Q: 3 clusters Score -2.009206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 167962 members 
Entering Unmasked Estep 
Score: -20092082.000000 Penalty: 5973.818848
	Iteration 55Q: 3 clusters Score -2.009208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 167985 members 
Entering Unmasked Estep 
Score: -20092066.000000 Penalty: 5973.818848
	Iteration 56Q: 3 clusters Score -2.009207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 168010 members 
Entering Unmasked Estep 
Score: -20092070.000000 Penalty: 5973.818848
	Iteration 57Q: 3 clusters Score -2.009207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -20092066.000000 Penalty: 5973.818848
	Iteration 58Q: 3 clusters Score -2.009207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 168044 members 
Entering Unmasked Estep 
Score: -20092074.000000 Penalty: 5973.818848
	Iteration 59Q: 3 clusters Score -2.009207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 168060 members 
Entering Unmasked Estep 
Score: -20092076.000000 Penalty: 5973.818848
	Iteration 60F: 3 clusters Score -2.009208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 168071 members 
Entering Unmasked Estep 
Score: -20092062.000000 Penalty: 5973.818848
	Iteration 61Q: 3 clusters Score -2.009206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 168081 members 
Entering Unmasked Estep 
Score: -20092068.000000 Penalty: 5973.818848
	Iteration 62Q: 3 clusters Score -2.009207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -20092064.000000 Penalty: 5973.818848
	Iteration 63Q: 3 clusters Score -2.009206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -20092056.000000 Penalty: 5973.818848
	Iteration 64Q: 3 clusters Score -2.009206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 168100 members 
Entering Unmasked Estep 
Score: -20092054.000000 Penalty: 5973.818848
	Iteration 65Q: 3 clusters Score -2.009205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 168104 members 
Entering Unmasked Estep 
Score: -20092064.000000 Penalty: 5973.818848
	Iteration 66Q: 3 clusters Score -2.009206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 168109 members 
Entering Unmasked Estep 
Score: -20092076.000000 Penalty: 5973.818848
	Iteration 67Q: 3 clusters Score -2.009208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 168114 members 
Entering Unmasked Estep 
Score: -20092056.000000 Penalty: 5973.818848
	Iteration 68Q: 3 clusters Score -2.009206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -20092060.000000 Penalty: 5973.818848
	Iteration 69Q: 3 clusters Score -2.009206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 168120 members 
Entering Unmasked Estep 
Score: -20092054.000000 Penalty: 5973.818848
	Iteration 70Q: 3 clusters Score -2.009205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -20092042.000000 Penalty: 5973.818848
	Iteration 71Q: 3 clusters Score -2.009204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -20092060.000000 Penalty: 5973.818848
	Iteration 72Q: 3 clusters Score -2.009206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -20092064.000000 Penalty: 5973.818848
	Iteration 73Q: 3 clusters Score -2.009206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -20092058.000000 Penalty: 5973.818848
	Iteration 74Q: 3 clusters Score -2.009206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 168128 members 
Entering Unmasked Estep 
Score: -20092060.000000 Penalty: 5973.818848
	Iteration 75Q: 3 clusters Score -2.009206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 168128 members 
Entering Unmasked Estep 
Score: -20092060.000000 Penalty: 5973.818848
	Iteration 76Q: 3 clusters Score -2.009206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 168128 members 
Entering Unmasked Estep 
Score: -20092054.000000 Penalty: 5973.818848
	Iteration 77Q: 3 clusters Score -2.009205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 168128 members 
Entering Unmasked Estep 
Score: -20092050.000000 Penalty: 5973.818848
	Iteration 78Q: 3 clusters Score -2.009205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -20092048.000000 Penalty: 5973.818848
	Iteration 79Q: 3 clusters Score -2.009205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 168123 members 
Entering Unmasked Estep 
Score: -20092050.000000 Penalty: 5973.818848
	Iteration 80F: 3 clusters Score -2.009205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 168128 members 
Entering Unmasked Estep 
Score: -20092056.000000 Penalty: 5973.818848
	Iteration 81Q: 3 clusters Score -2.009206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -20092062.000000 Penalty: 5973.818848
	Iteration 82Q: 3 clusters Score -2.009206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 168130 members 
Entering Unmasked Estep 
Score: -20092056.000000 Penalty: 5973.818848
	Iteration 83Q: 3 clusters Score -2.009206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 168132 members 
Entering Unmasked Estep 
Score: -20092074.000000 Penalty: 5973.818848
	Iteration 84Q: 3 clusters Score -2.009207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 168134 members 
Entering Unmasked Estep 
Score: -20092076.000000 Penalty: 5973.818848
	Iteration 85Q: 3 clusters Score -2.009208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 168136 members 
Entering Unmasked Estep 
Score: -20092082.000000 Penalty: 5973.818848
	Iteration 86Q: 3 clusters Score -2.009208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 168138 members 
Entering Unmasked Estep 
Score: -20092076.000000 Penalty: 5973.818848
	Iteration 87Q: 3 clusters Score -2.009208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 168140 members 
Entering Unmasked Estep 
Score: -20092074.000000 Penalty: 5973.818848
	Iteration 88Q: 3 clusters Score -2.009207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 168141 members 
Entering Unmasked Estep 
Score: -20092068.000000 Penalty: 5973.818848
	Iteration 89Q: 3 clusters Score -2.009207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 168143 members 
Entering Unmasked Estep 
Score: -20092076.000000 Penalty: 5973.818848
	Iteration 90Q: 3 clusters Score -2.009208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 168145 members 
Entering Unmasked Estep 
Score: -20092080.000000 Penalty: 5973.818848
	Iteration 91Q: 3 clusters Score -2.009208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -20092078.000000 Penalty: 5973.818848
	Iteration 92Q: 3 clusters Score -2.009208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -20092078.000000 Penalty: 5973.818848
	Iteration 93F: 3 clusters Score -2.009208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Entering Unmasked Estep 
Score: -7244513.500000 Penalty: 2729.094482
	Iteration 0F: 2 clusters Score -7244514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -7204025.000000 Penalty: 5458.188965
	Iteration 0F: 3 clusters Score -7204025 nChanged 27984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -7219669.500000 Penalty: 5458.188965
	Iteration 1F: 3 clusters Score -7219670 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -7220220.500000 Penalty: 5458.188965
	Iteration 2Q: 3 clusters Score -7220220 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -7220924.500000 Penalty: 5458.188965
	Iteration 3Q: 3 clusters Score -7220924 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -7221712.000000 Penalty: 5458.188965
	Iteration 4Q: 3 clusters Score -7221712 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -7222572.000000 Penalty: 5458.188965
	Iteration 5Q: 3 clusters Score -7222572 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -7223665.500000 Penalty: 5458.188965
	Iteration 6Q: 3 clusters Score -7223666 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -7225027.500000 Penalty: 5458.188965
	Iteration 7Q: 3 clusters Score -7225028 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -7226644.500000 Penalty: 5458.188965
	Iteration 8Q: 3 clusters Score -7226644 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -7228189.000000 Penalty: 5458.188965
	Iteration 9Q: 3 clusters Score -7228189 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -7229603.000000 Penalty: 5458.188965
	Iteration 10Q: 3 clusters Score -7229603 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -7230846.500000 Penalty: 5458.188965
	Iteration 11Q: 3 clusters Score -7230846 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -7231945.500000 Penalty: 5458.188965
	Iteration 12Q: 3 clusters Score -7231946 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -7232946.000000 Penalty: 5458.188965
	Iteration 13Q: 3 clusters Score -7232946 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -7234115.000000 Penalty: 5458.188965
	Iteration 14Q: 3 clusters Score -7234115 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -7235315.000000 Penalty: 5458.188965
	Iteration 15Q: 3 clusters Score -7235315 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -7236577.000000 Penalty: 5458.188965
	Iteration 16Q: 3 clusters Score -7236577 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -7237854.500000 Penalty: 5458.188965
	Iteration 17Q: 3 clusters Score -7237854 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -7239098.000000 Penalty: 5458.188965
	Iteration 18Q: 3 clusters Score -7239098 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -7240357.000000 Penalty: 5458.188965
	Iteration 19Q: 3 clusters Score -7240357 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -7241409.500000 Penalty: 5458.188965
	Iteration 20F: 3 clusters Score -7241410 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -7242114.500000 Penalty: 5458.188965
	Iteration 21Q: 3 clusters Score -7242114 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -7242466.000000 Penalty: 5458.188965
	Iteration 22Q: 3 clusters Score -7242466 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -7242639.500000 Penalty: 5458.188965
	Iteration 23Q: 3 clusters Score -7242640 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -7242734.500000 Penalty: 5458.188965
	Iteration 24Q: 3 clusters Score -7242734 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7242786.500000 Penalty: 5458.188965
	Iteration 25Q: 3 clusters Score -7242786 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -7242838.500000 Penalty: 5458.188965
	Iteration 26Q: 3 clusters Score -7242838 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -7242867.000000 Penalty: 5458.188965
	Iteration 27Q: 3 clusters Score -7242867 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -7242888.000000 Penalty: 5458.188965
	Iteration 28Q: 3 clusters Score -7242888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -7242892.500000 Penalty: 5458.188965
	Iteration 29Q: 3 clusters Score -7242892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -7242897.500000 Penalty: 5458.188965
	Iteration 30Q: 3 clusters Score -7242898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -7242902.000000 Penalty: 5458.188965
	Iteration 31Q: 3 clusters Score -7242902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -7242917.000000 Penalty: 5458.188965
	Iteration 32Q: 3 clusters Score -7242917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -7242916.000000 Penalty: 5458.188965
	Iteration 33Q: 3 clusters Score -7242916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7242913.000000 Penalty: 5458.188965
	Iteration 34Q: 3 clusters Score -7242913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -7242915.500000 Penalty: 5458.188965
	Iteration 35Q: 3 clusters Score -7242916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -7242911.500000 Penalty: 5458.188965
	Iteration 36Q: 3 clusters Score -7242912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -7242916.000000 Penalty: 5458.188965
	Iteration 37Q: 3 clusters Score -7242916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -7242910.500000 Penalty: 5458.188965
	Iteration 38Q: 3 clusters Score -7242910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -7242925.000000 Penalty: 5458.188965
	Iteration 39Q: 3 clusters Score -7242925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -7242915.000000 Penalty: 5458.188965
	Iteration 40F: 3 clusters Score -7242915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -7242927.500000 Penalty: 5458.188965
	Iteration 41Q: 3 clusters Score -7242928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -7242935.500000 Penalty: 5458.188965
	Iteration 42Q: 3 clusters Score -7242936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -7242931.500000 Penalty: 5458.188965
	Iteration 43Q: 3 clusters Score -7242932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -7242930.500000 Penalty: 5458.188965
	Iteration 44Q: 3 clusters Score -7242930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -7242929.500000 Penalty: 5458.188965
	Iteration 45Q: 3 clusters Score -7242930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -7242931.000000 Penalty: 5458.188965
	Iteration 46Q: 3 clusters Score -7242931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -7242929.000000 Penalty: 5458.188965
	Iteration 47Q: 3 clusters Score -7242929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -7242927.000000 Penalty: 5458.188965
	Iteration 48Q: 3 clusters Score -7242927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -7242931.500000 Penalty: 5458.188965
	Iteration 49Q: 3 clusters Score -7242932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -7242931.000000 Penalty: 5458.188965
	Iteration 50Q: 3 clusters Score -7242931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -7242920.500000 Penalty: 5458.188965
	Iteration 51Q: 3 clusters Score -7242920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -7242927.500000 Penalty: 5458.188965
	Iteration 52Q: 3 clusters Score -7242928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -7242928.000000 Penalty: 5458.188965
	Iteration 53Q: 3 clusters Score -7242928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -7242920.000000 Penalty: 5458.188965
	Iteration 54Q: 3 clusters Score -7242920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -7242910.000000 Penalty: 5458.188965
	Iteration 55Q: 3 clusters Score -7242910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -7242911.500000 Penalty: 5458.188965
	Iteration 56Q: 3 clusters Score -7242912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -7242920.000000 Penalty: 5458.188965
	Iteration 57Q: 3 clusters Score -7242920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -7242920.000000 Penalty: 5458.188965
	Iteration 58F: 3 clusters Score -7242920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -164544.671875 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -164544.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -162456.078125 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -162456.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -162886.421875 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -162886.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163142.687500 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -163142.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163362.125000 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -163362.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -163522.250000 Penalty: 3511.275635
	Iteration 4F: 3 clusters Score -163522.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -163646.671875 Penalty: 3511.275635
	Iteration 5Q: 3 clusters Score -163646.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -163737.500000 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -163737.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163769.734375 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -163769.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -163781.609375 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -163781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -163797.140625 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -163797.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -163816.062500 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -163816.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -163829.109375 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -163829.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -163848.328125 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -163848.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -163872.218750 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -163872.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -163889.343750 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -163889.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -163912.281250 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -163912.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -163930.171875 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -163930.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -163957.203125 Penalty: 3511.275635
	Iteration 17Q: 3 clusters Score -163957.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -163975.890625 Penalty: 3511.275635
	Iteration 18Q: 3 clusters Score -163975.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -163994.890625 Penalty: 3511.275635
	Iteration 19Q: 3 clusters Score -163994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -164009.984375 Penalty: 3511.275635
	Iteration 20F: 3 clusters Score -164010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -164024.218750 Penalty: 3511.275635
	Iteration 21Q: 3 clusters Score -164024.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -164043.062500 Penalty: 3511.275635
	Iteration 22Q: 3 clusters Score -164043.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -164058.390625 Penalty: 3511.275635
	Iteration 23Q: 3 clusters Score -164058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -164070.359375 Penalty: 3511.275635
	Iteration 24Q: 3 clusters Score -164070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -164076.921875 Penalty: 3511.275635
	Iteration 25Q: 3 clusters Score -164076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -164081.109375 Penalty: 3511.275635
	Iteration 26Q: 3 clusters Score -164081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -164091.171875 Penalty: 3511.275635
	Iteration 27Q: 3 clusters Score -164091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -164098.890625 Penalty: 3511.275635
	Iteration 28Q: 3 clusters Score -164098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -164111.296875 Penalty: 3511.275635
	Iteration 29Q: 3 clusters Score -164111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -164121.921875 Penalty: 3511.275635
	Iteration 30Q: 3 clusters Score -164121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -164129.250000 Penalty: 3511.275635
	Iteration 31Q: 3 clusters Score -164129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -164137.921875 Penalty: 3511.275635
	Iteration 32Q: 3 clusters Score -164137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -164144.656250 Penalty: 3511.275635
	Iteration 33Q: 3 clusters Score -164144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -164145.828125 Penalty: 3511.275635
	Iteration 34Q: 3 clusters Score -164145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -164146.562500 Penalty: 3511.275635
	Iteration 35Q: 3 clusters Score -164146.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -164146.562500 Penalty: 3511.275635
	Iteration 36F: 3 clusters Score -164146.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Entering Unmasked Estep 
Score: -1361224.625000 Penalty: 2324.095703
	Iteration 0F: 2 clusters Score -1361225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1352457.125000 Penalty: 4648.191406
	Iteration 0F: 3 clusters Score -1352457 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1355065.875000 Penalty: 4648.191406
	Iteration 1F: 3 clusters Score -1355066 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1355475.625000 Penalty: 4648.191406
	Iteration 2F: 3 clusters Score -1355476 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1355959.125000 Penalty: 4648.191406
	Iteration 3F: 3 clusters Score -1355959 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1356620.500000 Penalty: 4648.191406
	Iteration 4F: 3 clusters Score -1356620 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1357453.500000 Penalty: 4648.191406
	Iteration 5F: 3 clusters Score -1357454 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1358309.625000 Penalty: 4648.191406
	Iteration 6F: 3 clusters Score -1358310 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1359002.250000 Penalty: 4648.191406
	Iteration 7F: 3 clusters Score -1359002 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1359493.625000 Penalty: 4648.191406
	Iteration 8Q: 3 clusters Score -1359494 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1359785.500000 Penalty: 4648.191406
	Iteration 9Q: 3 clusters Score -1359786 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1359987.375000 Penalty: 4648.191406
	Iteration 10Q: 3 clusters Score -1359987 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1360145.750000 Penalty: 4648.191406
	Iteration 11Q: 3 clusters Score -1360146 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1360243.500000 Penalty: 4648.191406
	Iteration 12Q: 3 clusters Score -1360244 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1360302.500000 Penalty: 4648.191406
	Iteration 13Q: 3 clusters Score -1360302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1360354.000000 Penalty: 4648.191406
	Iteration 14Q: 3 clusters Score -1360354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1360383.625000 Penalty: 4648.191406
	Iteration 15Q: 3 clusters Score -1360384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1360413.500000 Penalty: 4648.191406
	Iteration 16Q: 3 clusters Score -1360414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1360436.375000 Penalty: 4648.191406
	Iteration 17Q: 3 clusters Score -1360436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1360452.125000 Penalty: 4648.191406
	Iteration 18Q: 3 clusters Score -1360452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1360462.625000 Penalty: 4648.191406
	Iteration 19Q: 3 clusters Score -1360463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1360470.250000 Penalty: 4648.191406
	Iteration 20F: 3 clusters Score -1360470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1360484.625000 Penalty: 4648.191406
	Iteration 21Q: 3 clusters Score -1360485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1360492.250000 Penalty: 4648.191406
	Iteration 22Q: 3 clusters Score -1360492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1360499.500000 Penalty: 4648.191406
	Iteration 23Q: 3 clusters Score -1360500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1360501.625000 Penalty: 4648.191406
	Iteration 24Q: 3 clusters Score -1360502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1360501.750000 Penalty: 4648.191406
	Iteration 25Q: 3 clusters Score -1360502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1360501.250000 Penalty: 4648.191406
	Iteration 26Q: 3 clusters Score -1360501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1360502.125000 Penalty: 4648.191406
	Iteration 27Q: 3 clusters Score -1360502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1360502.125000 Penalty: 4648.191406
	Iteration 28F: 3 clusters Score -1360502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Entering Unmasked Estep 
Score: -863733.562500 Penalty: 2247.738770
	Iteration 0F: 2 clusters Score -863733.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -856863.625000 Penalty: 4495.477539
	Iteration 0F: 3 clusters Score -856863.6 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -859148.625000 Penalty: 4495.477539
	Iteration 1F: 3 clusters Score -859148.6 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -859848.562500 Penalty: 4495.477539
	Iteration 2F: 3 clusters Score -859848.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -860461.812500 Penalty: 4495.477539
	Iteration 3F: 3 clusters Score -860461.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -860915.250000 Penalty: 4495.477539
	Iteration 4F: 3 clusters Score -860915.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -861223.125000 Penalty: 4495.477539
	Iteration 5F: 3 clusters Score -861223.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -861448.312500 Penalty: 4495.477539
	Iteration 6Q: 3 clusters Score -861448.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -861606.000000 Penalty: 4495.477539
	Iteration 7Q: 3 clusters Score -861606 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -861689.437500 Penalty: 4495.477539
	Iteration 8Q: 3 clusters Score -861689.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -861762.062500 Penalty: 4495.477539
	Iteration 9Q: 3 clusters Score -861762.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -861830.812500 Penalty: 4495.477539
	Iteration 10Q: 3 clusters Score -861830.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -861887.937500 Penalty: 4495.477539
	Iteration 11Q: 3 clusters Score -861887.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -861935.187500 Penalty: 4495.477539
	Iteration 12Q: 3 clusters Score -861935.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -861979.875000 Penalty: 4495.477539
	Iteration 13Q: 3 clusters Score -861979.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -862020.250000 Penalty: 4495.477539
	Iteration 14Q: 3 clusters Score -862020.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -862063.562500 Penalty: 4495.477539
	Iteration 15Q: 3 clusters Score -862063.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -862108.250000 Penalty: 4495.477539
	Iteration 16Q: 3 clusters Score -862108.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -862141.687500 Penalty: 4495.477539
	Iteration 17Q: 3 clusters Score -862141.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -862188.187500 Penalty: 4495.477539
	Iteration 18Q: 3 clusters Score -862188.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -862229.062500 Penalty: 4495.477539
	Iteration 19Q: 3 clusters Score -862229.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -862269.500000 Penalty: 4495.477539
	Iteration 20F: 3 clusters Score -862269.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -862301.375000 Penalty: 4495.477539
	Iteration 21Q: 3 clusters Score -862301.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -862333.062500 Penalty: 4495.477539
	Iteration 22Q: 3 clusters Score -862333.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -862355.687500 Penalty: 4495.477539
	Iteration 23Q: 3 clusters Score -862355.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -862375.375000 Penalty: 4495.477539
	Iteration 24Q: 3 clusters Score -862375.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -862387.625000 Penalty: 4495.477539
	Iteration 25Q: 3 clusters Score -862387.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -862399.500000 Penalty: 4495.477539
	Iteration 26Q: 3 clusters Score -862399.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -862409.375000 Penalty: 4495.477539
	Iteration 27Q: 3 clusters Score -862409.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -862413.875000 Penalty: 4495.477539
	Iteration 28Q: 3 clusters Score -862413.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -862418.750000 Penalty: 4495.477539
	Iteration 29Q: 3 clusters Score -862418.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -862425.875000 Penalty: 4495.477539
	Iteration 30Q: 3 clusters Score -862425.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -862429.687500 Penalty: 4495.477539
	Iteration 31Q: 3 clusters Score -862429.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -862436.875000 Penalty: 4495.477539
	Iteration 32Q: 3 clusters Score -862436.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -862440.000000 Penalty: 4495.477539
	Iteration 33Q: 3 clusters Score -862440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -862444.000000 Penalty: 4495.477539
	Iteration 34Q: 3 clusters Score -862444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -862449.187500 Penalty: 4495.477539
	Iteration 35Q: 3 clusters Score -862449.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -862452.312500 Penalty: 4495.477539
	Iteration 36Q: 3 clusters Score -862452.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -862462.125000 Penalty: 4495.477539
	Iteration 37Q: 3 clusters Score -862462.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -862467.062500 Penalty: 4495.477539
	Iteration 38Q: 3 clusters Score -862467.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -862473.000000 Penalty: 4495.477539
	Iteration 39Q: 3 clusters Score -862473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -862479.375000 Penalty: 4495.477539
	Iteration 40F: 3 clusters Score -862479.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -862481.625000 Penalty: 4495.477539
	Iteration 41Q: 3 clusters Score -862481.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -862483.625000 Penalty: 4495.477539
	Iteration 42Q: 3 clusters Score -862483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -862483.187500 Penalty: 4495.477539
	Iteration 43Q: 3 clusters Score -862483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -862484.312500 Penalty: 4495.477539
	Iteration 44Q: 3 clusters Score -862484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -862483.875000 Penalty: 4495.477539
	Iteration 45Q: 3 clusters Score -862483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -862485.000000 Penalty: 4495.477539
	Iteration 46Q: 3 clusters Score -862485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -862484.187500 Penalty: 4495.477539
	Iteration 47Q: 3 clusters Score -862484.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -862484.187500 Penalty: 4495.477539
	Iteration 48F: 3 clusters Score -862484.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Entering Unmasked Estep 
Score: -551387.125000 Penalty: 2105.373779
	Iteration 0F: 2 clusters Score -551387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -546945.875000 Penalty: 4210.747559
	Iteration 0F: 3 clusters Score -546945.9 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -547980.125000 Penalty: 4210.747559
	Iteration 1F: 3 clusters Score -547980.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -548202.562500 Penalty: 4210.747559
	Iteration 2F: 3 clusters Score -548202.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -548378.312500 Penalty: 4210.747559
	Iteration 3F: 3 clusters Score -548378.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -548550.312500 Penalty: 4210.747559
	Iteration 4Q: 3 clusters Score -548550.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -548720.125000 Penalty: 4210.747559
	Iteration 5Q: 3 clusters Score -548720.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -548894.812500 Penalty: 4210.747559
	Iteration 6Q: 3 clusters Score -548894.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -549038.375000 Penalty: 4210.747559
	Iteration 7Q: 3 clusters Score -549038.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -549184.375000 Penalty: 4210.747559
	Iteration 8Q: 3 clusters Score -549184.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -549318.750000 Penalty: 4210.747559
	Iteration 9Q: 3 clusters Score -549318.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -549464.500000 Penalty: 4210.747559
	Iteration 10Q: 3 clusters Score -549464.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -549602.812500 Penalty: 4210.747559
	Iteration 11Q: 3 clusters Score -549602.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -549719.625000 Penalty: 4210.747559
	Iteration 12Q: 3 clusters Score -549719.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -549792.187500 Penalty: 4210.747559
	Iteration 13Q: 3 clusters Score -549792.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -549845.375000 Penalty: 4210.747559
	Iteration 14Q: 3 clusters Score -549845.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -549887.812500 Penalty: 4210.747559
	Iteration 15Q: 3 clusters Score -549887.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -549926.250000 Penalty: 4210.747559
	Iteration 16Q: 3 clusters Score -549926.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -549974.000000 Penalty: 4210.747559
	Iteration 17Q: 3 clusters Score -549974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -550024.187500 Penalty: 4210.747559
	Iteration 18Q: 3 clusters Score -550024.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -550059.812500 Penalty: 4210.747559
	Iteration 19Q: 3 clusters Score -550059.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -550089.375000 Penalty: 4210.747559
	Iteration 20F: 3 clusters Score -550089.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -550125.875000 Penalty: 4210.747559
	Iteration 21Q: 3 clusters Score -550125.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -550166.875000 Penalty: 4210.747559
	Iteration 22Q: 3 clusters Score -550166.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -550214.375000 Penalty: 4210.747559
	Iteration 23Q: 3 clusters Score -550214.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -550265.562500 Penalty: 4210.747559
	Iteration 24Q: 3 clusters Score -550265.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -550334.375000 Penalty: 4210.747559
	Iteration 25Q: 3 clusters Score -550334.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -550418.000000 Penalty: 4210.747559
	Iteration 26Q: 3 clusters Score -550418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -550477.062500 Penalty: 4210.747559
	Iteration 27Q: 3 clusters Score -550477.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -550503.500000 Penalty: 4210.747559
	Iteration 28Q: 3 clusters Score -550503.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -550531.937500 Penalty: 4210.747559
	Iteration 29Q: 3 clusters Score -550531.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -550552.812500 Penalty: 4210.747559
	Iteration 30Q: 3 clusters Score -550552.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -550568.750000 Penalty: 4210.747559
	Iteration 31Q: 3 clusters Score -550568.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -550580.687500 Penalty: 4210.747559
	Iteration 32Q: 3 clusters Score -550580.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -550587.562500 Penalty: 4210.747559
	Iteration 33Q: 3 clusters Score -550587.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -550592.187500 Penalty: 4210.747559
	Iteration 34Q: 3 clusters Score -550592.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -550599.750000 Penalty: 4210.747559
	Iteration 35Q: 3 clusters Score -550599.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -550604.250000 Penalty: 4210.747559
	Iteration 36Q: 3 clusters Score -550604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -550607.500000 Penalty: 4210.747559
	Iteration 37Q: 3 clusters Score -550607.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -550607.437500 Penalty: 4210.747559
	Iteration 38Q: 3 clusters Score -550607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -550607.812500 Penalty: 4210.747559
	Iteration 39Q: 3 clusters Score -550607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -550608.625000 Penalty: 4210.747559
	Iteration 40F: 3 clusters Score -550608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -550609.437500 Penalty: 4210.747559
	Iteration 41Q: 3 clusters Score -550609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -550612.187500 Penalty: 4210.747559
	Iteration 42Q: 3 clusters Score -550612.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -550614.437500 Penalty: 4210.747559
	Iteration 43Q: 3 clusters Score -550614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -550616.812500 Penalty: 4210.747559
	Iteration 44Q: 3 clusters Score -550616.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -550616.812500 Penalty: 4210.747559
	Iteration 45F: 3 clusters Score -550616.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (190015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190015 members 
Entering Unmasked Estep 
Score: -22161586.000000 Penalty: 3014.405029
	Iteration 0F: 2 clusters Score -2.216159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94934 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -22036446.000000 Penalty: 6028.810059
	Iteration 0F: 3 clusters Score -2.203645e+07 nChanged 91455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -22089410.000000 Penalty: 6028.810059
	Iteration 1F: 3 clusters Score -2.208941e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 97255 members 
Entering Unmasked Estep 
Score: -22090620.000000 Penalty: 6028.810059
	Iteration 2Q: 3 clusters Score -2.209062e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -22091756.000000 Penalty: 6028.810059
	Iteration 3Q: 3 clusters Score -2.209176e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 99940 members 
Entering Unmasked Estep 
Score: -22093210.000000 Penalty: 6028.810059
	Iteration 4Q: 3 clusters Score -2.209321e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 102324 members 
Entering Unmasked Estep 
Score: -22094960.000000 Penalty: 6028.810059
	Iteration 5Q: 3 clusters Score -2.209496e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 105728 members 
Entering Unmasked Estep 
Score: -22097400.000000 Penalty: 6028.810059
	Iteration 6Q: 3 clusters Score -2.20974e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -22101046.000000 Penalty: 6028.810059
	Iteration 7Q: 3 clusters Score -2.210105e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 116828 members 
Entering Unmasked Estep 
Score: -22106574.000000 Penalty: 6028.810059
	Iteration 8F: 3 clusters Score -2.210657e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -22114138.000000 Penalty: 6028.810059
	Iteration 9F: 3 clusters Score -2.211414e+07 nChanged 11625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 132602 members 
Entering Unmasked Estep 
Score: -22123220.000000 Penalty: 6028.810059
	Iteration 10F: 3 clusters Score -2.212322e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 139559 members 
Entering Unmasked Estep 
Score: -22131894.000000 Penalty: 6028.810059
	Iteration 11F: 3 clusters Score -2.213189e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 144596 members 
Entering Unmasked Estep 
Score: -22138030.000000 Penalty: 6028.810059
	Iteration 12Q: 3 clusters Score -2.213803e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 148444 members 
Entering Unmasked Estep 
Score: -22141778.000000 Penalty: 6028.810059
	Iteration 13Q: 3 clusters Score -2.214178e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 151810 members 
Entering Unmasked Estep 
Score: -22144270.000000 Penalty: 6028.810059
	Iteration 14Q: 3 clusters Score -2.214427e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 154918 members 
Entering Unmasked Estep 
Score: -22146176.000000 Penalty: 6028.810059
	Iteration 15Q: 3 clusters Score -2.214618e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 157880 members 
Entering Unmasked Estep 
Score: -22147792.000000 Penalty: 6028.810059
	Iteration 16Q: 3 clusters Score -2.214779e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 160728 members 
Entering Unmasked Estep 
Score: -22149310.000000 Penalty: 6028.810059
	Iteration 17Q: 3 clusters Score -2.214931e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 163477 members 
Entering Unmasked Estep 
Score: -22150740.000000 Penalty: 6028.810059
	Iteration 18Q: 3 clusters Score -2.215074e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 166084 members 
Entering Unmasked Estep 
Score: -22152088.000000 Penalty: 6028.810059
	Iteration 19Q: 3 clusters Score -2.215209e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -22153154.000000 Penalty: 6028.810059
	Iteration 20F: 3 clusters Score -2.215315e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 170878 members 
Entering Unmasked Estep 
Score: -22154284.000000 Penalty: 6028.810059
	Iteration 21Q: 3 clusters Score -2.215428e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -22155074.000000 Penalty: 6028.810059
	Iteration 22Q: 3 clusters Score -2.215507e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 174874 members 
Entering Unmasked Estep 
Score: -22155854.000000 Penalty: 6028.810059
	Iteration 23Q: 3 clusters Score -2.215585e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 176584 members 
Entering Unmasked Estep 
Score: -22156444.000000 Penalty: 6028.810059
	Iteration 24Q: 3 clusters Score -2.215644e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 178074 members 
Entering Unmasked Estep 
Score: -22156888.000000 Penalty: 6028.810059
	Iteration 25Q: 3 clusters Score -2.215689e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 179465 members 
Entering Unmasked Estep 
Score: -22157270.000000 Penalty: 6028.810059
	Iteration 26Q: 3 clusters Score -2.215727e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 180755 members 
Entering Unmasked Estep 
Score: -22157826.000000 Penalty: 6028.810059
	Iteration 27Q: 3 clusters Score -2.215783e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 181878 members 
Entering Unmasked Estep 
Score: -22158188.000000 Penalty: 6028.810059
	Iteration 28Q: 3 clusters Score -2.215819e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 182851 members 
Entering Unmasked Estep 
Score: -22158458.000000 Penalty: 6028.810059
	Iteration 29Q: 3 clusters Score -2.215846e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 183650 members 
Entering Unmasked Estep 
Score: -22158750.000000 Penalty: 6028.810059
	Iteration 30Q: 3 clusters Score -2.215875e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 184365 members 
Entering Unmasked Estep 
Score: -22158898.000000 Penalty: 6028.810059
	Iteration 31Q: 3 clusters Score -2.21589e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 184968 members 
Entering Unmasked Estep 
Score: -22159108.000000 Penalty: 6028.810059
	Iteration 32Q: 3 clusters Score -2.215911e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 185444 members 
Entering Unmasked Estep 
Score: -22159296.000000 Penalty: 6028.810059
	Iteration 33Q: 3 clusters Score -2.21593e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 185800 members 
Entering Unmasked Estep 
Score: -22159426.000000 Penalty: 6028.810059
	Iteration 34Q: 3 clusters Score -2.215943e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 186062 members 
Entering Unmasked Estep 
Score: -22159448.000000 Penalty: 6028.810059
	Iteration 35Q: 3 clusters Score -2.215945e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 186289 members 
Entering Unmasked Estep 
Score: -22159536.000000 Penalty: 6028.810059
	Iteration 36Q: 3 clusters Score -2.215954e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 186502 members 
Entering Unmasked Estep 
Score: -22159592.000000 Penalty: 6028.810059
	Iteration 37Q: 3 clusters Score -2.215959e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 186676 members 
Entering Unmasked Estep 
Score: -22159642.000000 Penalty: 6028.810059
	Iteration 38Q: 3 clusters Score -2.215964e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 186822 members 
Entering Unmasked Estep 
Score: -22159670.000000 Penalty: 6028.810059
	Iteration 39Q: 3 clusters Score -2.215967e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 186947 members 
Entering Unmasked Estep 
Score: -22159674.000000 Penalty: 6028.810059
	Iteration 40F: 3 clusters Score -2.215967e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 187059 members 
Entering Unmasked Estep 
Score: -22159694.000000 Penalty: 6028.810059
	Iteration 41Q: 3 clusters Score -2.215969e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 187153 members 
Entering Unmasked Estep 
Score: -22159670.000000 Penalty: 6028.810059
	Iteration 42Q: 3 clusters Score -2.215967e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 187221 members 
Entering Unmasked Estep 
Score: -22159718.000000 Penalty: 6028.810059
	Iteration 43Q: 3 clusters Score -2.215972e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 187272 members 
Entering Unmasked Estep 
Score: -22159726.000000 Penalty: 6028.810059
	Iteration 44Q: 3 clusters Score -2.215973e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 187325 members 
Entering Unmasked Estep 
Score: -22159720.000000 Penalty: 6028.810059
	Iteration 45Q: 3 clusters Score -2.215972e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 187378 members 
Entering Unmasked Estep 
Score: -22159734.000000 Penalty: 6028.810059
	Iteration 46Q: 3 clusters Score -2.215973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 187402 members 
Entering Unmasked Estep 
Score: -22159768.000000 Penalty: 6028.810059
	Iteration 47Q: 3 clusters Score -2.215977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 187426 members 
Entering Unmasked Estep 
Score: -22159780.000000 Penalty: 6028.810059
	Iteration 48Q: 3 clusters Score -2.215978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 187455 members 
Entering Unmasked Estep 
Score: -22159776.000000 Penalty: 6028.810059
	Iteration 49Q: 3 clusters Score -2.215978e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 187481 members 
Entering Unmasked Estep 
Score: -22159780.000000 Penalty: 6028.810059
	Iteration 50Q: 3 clusters Score -2.215978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 187505 members 
Entering Unmasked Estep 
Score: -22159782.000000 Penalty: 6028.810059
	Iteration 51Q: 3 clusters Score -2.215978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 187519 members 
Entering Unmasked Estep 
Score: -22159776.000000 Penalty: 6028.810059
	Iteration 52Q: 3 clusters Score -2.215978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 187532 members 
Entering Unmasked Estep 
Score: -22159766.000000 Penalty: 6028.810059
	Iteration 53Q: 3 clusters Score -2.215977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 187546 members 
Entering Unmasked Estep 
Score: -22159772.000000 Penalty: 6028.810059
	Iteration 54Q: 3 clusters Score -2.215977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 187553 members 
Entering Unmasked Estep 
Score: -22159746.000000 Penalty: 6028.810059
	Iteration 55Q: 3 clusters Score -2.215975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 187565 members 
Entering Unmasked Estep 
Score: -22159752.000000 Penalty: 6028.810059
	Iteration 56Q: 3 clusters Score -2.215975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 187572 members 
Entering Unmasked Estep 
Score: -22159750.000000 Penalty: 6028.810059
	Iteration 57Q: 3 clusters Score -2.215975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 187571 members 
Entering Unmasked Estep 
Score: -22159748.000000 Penalty: 6028.810059
	Iteration 58Q: 3 clusters Score -2.215975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 187572 members 
Entering Unmasked Estep 
Score: -22159752.000000 Penalty: 6028.810059
	Iteration 59Q: 3 clusters Score -2.215975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 187576 members 
Entering Unmasked Estep 
Score: -22159750.000000 Penalty: 6028.810059
	Iteration 60F: 3 clusters Score -2.215975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 187580 members 
Entering Unmasked Estep 
Score: -22159746.000000 Penalty: 6028.810059
	Iteration 61Q: 3 clusters Score -2.215975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 187584 members 
Entering Unmasked Estep 
Score: -22159756.000000 Penalty: 6028.810059
	Iteration 62Q: 3 clusters Score -2.215976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 187585 members 
Entering Unmasked Estep 
Score: -22159754.000000 Penalty: 6028.810059
	Iteration 63Q: 3 clusters Score -2.215975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 187587 members 
Entering Unmasked Estep 
Score: -22159762.000000 Penalty: 6028.810059
	Iteration 64Q: 3 clusters Score -2.215976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 187590 members 
Entering Unmasked Estep 
Score: -22159766.000000 Penalty: 6028.810059
	Iteration 65Q: 3 clusters Score -2.215977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 187592 members 
Entering Unmasked Estep 
Score: -22159752.000000 Penalty: 6028.810059
	Iteration 66Q: 3 clusters Score -2.215975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 187593 members 
Entering Unmasked Estep 
Score: -22159768.000000 Penalty: 6028.810059
	Iteration 67Q: 3 clusters Score -2.215977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 187593 members 
Entering Unmasked Estep 
Score: -22159768.000000 Penalty: 6028.810059
	Iteration 68F: 3 clusters Score -2.215977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -645024.937500 Penalty: 2139.126221
	Iteration 0F: 2 clusters Score -645024.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -640166.375000 Penalty: 4278.252441
	Iteration 0F: 3 clusters Score -640166.4 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -641421.187500 Penalty: 4278.252441
	Iteration 1F: 3 clusters Score -641421.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -641719.250000 Penalty: 4278.252441
	Iteration 2F: 3 clusters Score -641719.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -641953.812500 Penalty: 4278.252441
	Iteration 3F: 3 clusters Score -641953.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -642169.625000 Penalty: 4278.252441
	Iteration 4F: 3 clusters Score -642169.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -642411.062500 Penalty: 4278.252441
	Iteration 5F: 3 clusters Score -642411.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -642631.812500 Penalty: 4278.252441
	Iteration 6Q: 3 clusters Score -642631.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -642847.187500 Penalty: 4278.252441
	Iteration 7F: 3 clusters Score -642847.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -643026.562500 Penalty: 4278.252441
	Iteration 8Q: 3 clusters Score -643026.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -643144.437500 Penalty: 4278.252441
	Iteration 9Q: 3 clusters Score -643144.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -643219.437500 Penalty: 4278.252441
	Iteration 10Q: 3 clusters Score -643219.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -643267.125000 Penalty: 4278.252441
	Iteration 11Q: 3 clusters Score -643267.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -643294.187500 Penalty: 4278.252441
	Iteration 12Q: 3 clusters Score -643294.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -643313.062500 Penalty: 4278.252441
	Iteration 13Q: 3 clusters Score -643313.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -643335.125000 Penalty: 4278.252441
	Iteration 14Q: 3 clusters Score -643335.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -643347.687500 Penalty: 4278.252441
	Iteration 15Q: 3 clusters Score -643347.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -643356.000000 Penalty: 4278.252441
	Iteration 16Q: 3 clusters Score -643356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -643364.437500 Penalty: 4278.252441
	Iteration 17Q: 3 clusters Score -643364.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -643372.125000 Penalty: 4278.252441
	Iteration 18Q: 3 clusters Score -643372.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -643376.062500 Penalty: 4278.252441
	Iteration 19Q: 3 clusters Score -643376.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -643379.812500 Penalty: 4278.252441
	Iteration 20F: 3 clusters Score -643379.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -643383.062500 Penalty: 4278.252441
	Iteration 21Q: 3 clusters Score -643383.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -643384.187500 Penalty: 4278.252441
	Iteration 22Q: 3 clusters Score -643384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -643385.000000 Penalty: 4278.252441
	Iteration 23Q: 3 clusters Score -643385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -643387.500000 Penalty: 4278.252441
	Iteration 24Q: 3 clusters Score -643387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -643388.562500 Penalty: 4278.252441
	Iteration 25Q: 3 clusters Score -643388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -643391.187500 Penalty: 4278.252441
	Iteration 26Q: 3 clusters Score -643391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -643391.750000 Penalty: 4278.252441
	Iteration 27Q: 3 clusters Score -643391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -643392.812500 Penalty: 4278.252441
	Iteration 28Q: 3 clusters Score -643392.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -643395.437500 Penalty: 4278.252441
	Iteration 29Q: 3 clusters Score -643395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -643399.437500 Penalty: 4278.252441
	Iteration 30Q: 3 clusters Score -643399.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -643401.062500 Penalty: 4278.252441
	Iteration 31Q: 3 clusters Score -643401.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -643402.812500 Penalty: 4278.252441
	Iteration 32Q: 3 clusters Score -643402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -643405.062500 Penalty: 4278.252441
	Iteration 33Q: 3 clusters Score -643405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -643406.562500 Penalty: 4278.252441
	Iteration 34Q: 3 clusters Score -643406.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -643410.625000 Penalty: 4278.252441
	Iteration 35Q: 3 clusters Score -643410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -643411.625000 Penalty: 4278.252441
	Iteration 36Q: 3 clusters Score -643411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -643411.000000 Penalty: 4278.252441
	Iteration 37Q: 3 clusters Score -643411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -643411.562500 Penalty: 4278.252441
	Iteration 38Q: 3 clusters Score -643411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -643416.250000 Penalty: 4278.252441
	Iteration 39Q: 3 clusters Score -643416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -643418.500000 Penalty: 4278.252441
	Iteration 40F: 3 clusters Score -643418.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -643421.500000 Penalty: 4278.252441
	Iteration 41Q: 3 clusters Score -643421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -643422.687500 Penalty: 4278.252441
	Iteration 42Q: 3 clusters Score -643422.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -643423.312500 Penalty: 4278.252441
	Iteration 43Q: 3 clusters Score -643423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -643425.125000 Penalty: 4278.252441
	Iteration 44Q: 3 clusters Score -643425.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -643426.625000 Penalty: 4278.252441
	Iteration 45Q: 3 clusters Score -643426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -643428.750000 Penalty: 4278.252441
	Iteration 46Q: 3 clusters Score -643428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -643430.062500 Penalty: 4278.252441
	Iteration 47Q: 3 clusters Score -643430.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -643430.187500 Penalty: 4278.252441
	Iteration 48Q: 3 clusters Score -643430.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -643430.125000 Penalty: 4278.252441
	Iteration 49Q: 3 clusters Score -643430.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -643431.687500 Penalty: 4278.252441
	Iteration 50Q: 3 clusters Score -643431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -643431.500000 Penalty: 4278.252441
	Iteration 51Q: 3 clusters Score -643431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -643431.500000 Penalty: 4278.252441
	Iteration 52F: 3 clusters Score -643431.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Entering Unmasked Estep 
Score: -1533006.875000 Penalty: 2354.851562
	Iteration 0F: 2 clusters Score -1533007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1523240.250000 Penalty: 4709.703125
	Iteration 0F: 3 clusters Score -1523240 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1526508.875000 Penalty: 4709.703125
	Iteration 1F: 3 clusters Score -1526509 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1527340.000000 Penalty: 4709.703125
	Iteration 2F: 3 clusters Score -1527340 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1528283.875000 Penalty: 4709.703125
	Iteration 3F: 3 clusters Score -1528284 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1529245.000000 Penalty: 4709.703125
	Iteration 4F: 3 clusters Score -1529245 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1530003.625000 Penalty: 4709.703125
	Iteration 5F: 3 clusters Score -1530004 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1530635.000000 Penalty: 4709.703125
	Iteration 6F: 3 clusters Score -1530635 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1531106.625000 Penalty: 4709.703125
	Iteration 7F: 3 clusters Score -1531107 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1531423.000000 Penalty: 4709.703125
	Iteration 8Q: 3 clusters Score -1531423 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1531611.625000 Penalty: 4709.703125
	Iteration 9Q: 3 clusters Score -1531612 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1531742.750000 Penalty: 4709.703125
	Iteration 10Q: 3 clusters Score -1531743 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1531808.875000 Penalty: 4709.703125
	Iteration 11Q: 3 clusters Score -1531809 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1531847.000000 Penalty: 4709.703125
	Iteration 12Q: 3 clusters Score -1531847 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1531868.375000 Penalty: 4709.703125
	Iteration 13Q: 3 clusters Score -1531868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1531883.250000 Penalty: 4709.703125
	Iteration 14Q: 3 clusters Score -1531883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1531894.000000 Penalty: 4709.703125
	Iteration 15Q: 3 clusters Score -1531894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1531899.000000 Penalty: 4709.703125
	Iteration 16Q: 3 clusters Score -1531899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1531902.500000 Penalty: 4709.703125
	Iteration 17Q: 3 clusters Score -1531902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1531910.000000 Penalty: 4709.703125
	Iteration 18Q: 3 clusters Score -1531910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1531908.625000 Penalty: 4709.703125
	Iteration 19Q: 3 clusters Score -1531909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1531907.625000 Penalty: 4709.703125
	Iteration 20F: 3 clusters Score -1531908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1531908.500000 Penalty: 4709.703125
	Iteration 21Q: 3 clusters Score -1531908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1531908.125000 Penalty: 4709.703125
	Iteration 22Q: 3 clusters Score -1531908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1531908.625000 Penalty: 4709.703125
	Iteration 23Q: 3 clusters Score -1531909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1531909.750000 Penalty: 4709.703125
	Iteration 24Q: 3 clusters Score -1531910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1531909.750000 Penalty: 4709.703125
	Iteration 25F: 3 clusters Score -1531910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Entering Unmasked Estep 
Score: -2979749.000000 Penalty: 2533.594482
	Iteration 0F: 2 clusters Score -2979749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2961013.250000 Penalty: 5067.188965
	Iteration 0F: 3 clusters Score -2961013 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2967843.250000 Penalty: 5067.188965
	Iteration 1F: 3 clusters Score -2967843 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2968543.000000 Penalty: 5067.188965
	Iteration 2F: 3 clusters Score -2968543 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2969212.000000 Penalty: 5067.188965
	Iteration 3F: 3 clusters Score -2969212 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2969924.750000 Penalty: 5067.188965
	Iteration 4F: 3 clusters Score -2969925 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2970682.250000 Penalty: 5067.188965
	Iteration 5F: 3 clusters Score -2970682 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2971422.000000 Penalty: 5067.188965
	Iteration 6F: 3 clusters Score -2971422 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2972176.750000 Penalty: 5067.188965
	Iteration 7Q: 3 clusters Score -2972177 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2972835.750000 Penalty: 5067.188965
	Iteration 8Q: 3 clusters Score -2972836 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2973494.000000 Penalty: 5067.188965
	Iteration 9Q: 3 clusters Score -2973494 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2974087.500000 Penalty: 5067.188965
	Iteration 10Q: 3 clusters Score -2974088 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2974690.000000 Penalty: 5067.188965
	Iteration 11Q: 3 clusters Score -2974690 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2975320.250000 Penalty: 5067.188965
	Iteration 12Q: 3 clusters Score -2975320 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2975927.500000 Penalty: 5067.188965
	Iteration 13Q: 3 clusters Score -2975928 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2976383.250000 Penalty: 5067.188965
	Iteration 14Q: 3 clusters Score -2976383 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2976727.750000 Penalty: 5067.188965
	Iteration 15Q: 3 clusters Score -2976728 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2976980.000000 Penalty: 5067.188965
	Iteration 16Q: 3 clusters Score -2976980 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2977178.000000 Penalty: 5067.188965
	Iteration 17Q: 3 clusters Score -2977178 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2977349.750000 Penalty: 5067.188965
	Iteration 18Q: 3 clusters Score -2977350 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2977485.250000 Penalty: 5067.188965
	Iteration 19Q: 3 clusters Score -2977485 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2977569.750000 Penalty: 5067.188965
	Iteration 20F: 3 clusters Score -2977570 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2977657.750000 Penalty: 5067.188965
	Iteration 21Q: 3 clusters Score -2977658 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2977734.750000 Penalty: 5067.188965
	Iteration 22Q: 3 clusters Score -2977735 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2977792.500000 Penalty: 5067.188965
	Iteration 23Q: 3 clusters Score -2977792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2977833.500000 Penalty: 5067.188965
	Iteration 24Q: 3 clusters Score -2977834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2977864.500000 Penalty: 5067.188965
	Iteration 25Q: 3 clusters Score -2977864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2977880.750000 Penalty: 5067.188965
	Iteration 26Q: 3 clusters Score -2977881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2977887.750000 Penalty: 5067.188965
	Iteration 27Q: 3 clusters Score -2977888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2977905.000000 Penalty: 5067.188965
	Iteration 28Q: 3 clusters Score -2977905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2977912.250000 Penalty: 5067.188965
	Iteration 29Q: 3 clusters Score -2977912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2977917.500000 Penalty: 5067.188965
	Iteration 30Q: 3 clusters Score -2977918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2977926.750000 Penalty: 5067.188965
	Iteration 31Q: 3 clusters Score -2977927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2977933.500000 Penalty: 5067.188965
	Iteration 32Q: 3 clusters Score -2977934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2977935.500000 Penalty: 5067.188965
	Iteration 33Q: 3 clusters Score -2977936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2977937.750000 Penalty: 5067.188965
	Iteration 34Q: 3 clusters Score -2977938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2977942.500000 Penalty: 5067.188965
	Iteration 35Q: 3 clusters Score -2977942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2977955.500000 Penalty: 5067.188965
	Iteration 36Q: 3 clusters Score -2977956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2977960.250000 Penalty: 5067.188965
	Iteration 37Q: 3 clusters Score -2977960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2977957.000000 Penalty: 5067.188965
	Iteration 38Q: 3 clusters Score -2977957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2977964.250000 Penalty: 5067.188965
	Iteration 39Q: 3 clusters Score -2977964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2977960.500000 Penalty: 5067.188965
	Iteration 40F: 3 clusters Score -2977960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2977959.000000 Penalty: 5067.188965
	Iteration 41Q: 3 clusters Score -2977959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2977965.500000 Penalty: 5067.188965
	Iteration 42Q: 3 clusters Score -2977966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2977969.750000 Penalty: 5067.188965
	Iteration 43Q: 3 clusters Score -2977970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2977971.750000 Penalty: 5067.188965
	Iteration 44Q: 3 clusters Score -2977972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2977972.750000 Penalty: 5067.188965
	Iteration 45Q: 3 clusters Score -2977973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2977974.250000 Penalty: 5067.188965
	Iteration 46Q: 3 clusters Score -2977974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2977974.250000 Penalty: 5067.188965
	Iteration 47Q: 3 clusters Score -2977974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2977980.500000 Penalty: 5067.188965
	Iteration 48Q: 3 clusters Score -2977980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2977985.750000 Penalty: 5067.188965
	Iteration 49Q: 3 clusters Score -2977986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2977987.250000 Penalty: 5067.188965
	Iteration 50Q: 3 clusters Score -2977987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2977992.500000 Penalty: 5067.188965
	Iteration 51Q: 3 clusters Score -2977992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2977991.250000 Penalty: 5067.188965
	Iteration 52Q: 3 clusters Score -2977991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2977994.250000 Penalty: 5067.188965
	Iteration 53Q: 3 clusters Score -2977994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2977998.750000 Penalty: 5067.188965
	Iteration 54Q: 3 clusters Score -2977999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2978003.500000 Penalty: 5067.188965
	Iteration 55Q: 3 clusters Score -2978004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2978005.250000 Penalty: 5067.188965
	Iteration 56Q: 3 clusters Score -2978005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2978007.750000 Penalty: 5067.188965
	Iteration 57Q: 3 clusters Score -2978008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2978004.500000 Penalty: 5067.188965
	Iteration 58Q: 3 clusters Score -2978004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2978004.500000 Penalty: 5067.188965
	Iteration 59F: 3 clusters Score -2978004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Entering Unmasked Estep 
Score: -3648167.250000 Penalty: 2565.000000
	Iteration 0F: 2 clusters Score -3648167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3626916.500000 Penalty: 5130.000000
	Iteration 0F: 3 clusters Score -3626916 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3634775.000000 Penalty: 5130.000000
	Iteration 1F: 3 clusters Score -3634775 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3635425.250000 Penalty: 5130.000000
	Iteration 2F: 3 clusters Score -3635425 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3636251.750000 Penalty: 5130.000000
	Iteration 3F: 3 clusters Score -3636252 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3637390.000000 Penalty: 5130.000000
	Iteration 4F: 3 clusters Score -3637390 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3638977.250000 Penalty: 5130.000000
	Iteration 5F: 3 clusters Score -3638977 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3640823.000000 Penalty: 5130.000000
	Iteration 6F: 3 clusters Score -3640823 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3642597.750000 Penalty: 5130.000000
	Iteration 7F: 3 clusters Score -3642598 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3644041.000000 Penalty: 5130.000000
	Iteration 8F: 3 clusters Score -3644041 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3645139.250000 Penalty: 5130.000000
	Iteration 9Q: 3 clusters Score -3645139 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3645767.750000 Penalty: 5130.000000
	Iteration 10Q: 3 clusters Score -3645768 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -3646146.250000 Penalty: 5130.000000
	Iteration 11Q: 3 clusters Score -3646146 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3646346.750000 Penalty: 5130.000000
	Iteration 12Q: 3 clusters Score -3646347 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3646478.000000 Penalty: 5130.000000
	Iteration 13Q: 3 clusters Score -3646478 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -3646565.750000 Penalty: 5130.000000
	Iteration 14Q: 3 clusters Score -3646566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3646610.250000 Penalty: 5130.000000
	Iteration 15Q: 3 clusters Score -3646610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3646660.250000 Penalty: 5130.000000
	Iteration 16Q: 3 clusters Score -3646660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3646703.750000 Penalty: 5130.000000
	Iteration 17Q: 3 clusters Score -3646704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3646724.500000 Penalty: 5130.000000
	Iteration 18Q: 3 clusters Score -3646724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3646747.000000 Penalty: 5130.000000
	Iteration 19Q: 3 clusters Score -3646747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3646747.500000 Penalty: 5130.000000
	Iteration 20F: 3 clusters Score -3646748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3646764.500000 Penalty: 5130.000000
	Iteration 21Q: 3 clusters Score -3646764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3646766.250000 Penalty: 5130.000000
	Iteration 22Q: 3 clusters Score -3646766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3646769.500000 Penalty: 5130.000000
	Iteration 23Q: 3 clusters Score -3646770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3646773.250000 Penalty: 5130.000000
	Iteration 24Q: 3 clusters Score -3646773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3646776.250000 Penalty: 5130.000000
	Iteration 25Q: 3 clusters Score -3646776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3646774.250000 Penalty: 5130.000000
	Iteration 26Q: 3 clusters Score -3646774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3646777.000000 Penalty: 5130.000000
	Iteration 27Q: 3 clusters Score -3646777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3646783.000000 Penalty: 5130.000000
	Iteration 28Q: 3 clusters Score -3646783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3646787.000000 Penalty: 5130.000000
	Iteration 29Q: 3 clusters Score -3646787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3646785.750000 Penalty: 5130.000000
	Iteration 30Q: 3 clusters Score -3646786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3646787.000000 Penalty: 5130.000000
	Iteration 31Q: 3 clusters Score -3646787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3646795.000000 Penalty: 5130.000000
	Iteration 32Q: 3 clusters Score -3646795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -3646795.250000 Penalty: 5130.000000
	Iteration 33Q: 3 clusters Score -3646795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -3646795.750000 Penalty: 5130.000000
	Iteration 34Q: 3 clusters Score -3646796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3646802.750000 Penalty: 5130.000000
	Iteration 35Q: 3 clusters Score -3646803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -3646804.250000 Penalty: 5130.000000
	Iteration 36Q: 3 clusters Score -3646804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3646809.000000 Penalty: 5130.000000
	Iteration 37Q: 3 clusters Score -3646809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -3646809.750000 Penalty: 5130.000000
	Iteration 38Q: 3 clusters Score -3646810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3646809.750000 Penalty: 5130.000000
	Iteration 39Q: 3 clusters Score -3646810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -3646814.500000 Penalty: 5130.000000
	Iteration 40F: 3 clusters Score -3646814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -570339.375000 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -570339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -565812.312500 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -565812.3 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -567002.312500 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -567002.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -567335.625000 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -567335.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -567691.625000 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -567691.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -568147.750000 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -568147.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -568676.375000 Penalty: 4224.626953
	Iteration 5F: 3 clusters Score -568676.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -569013.812500 Penalty: 4224.626953
	Iteration 6F: 3 clusters Score -569013.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -569214.062500 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -569214.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -569367.437500 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -569367.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -569503.187500 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -569503.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -569628.125000 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -569628.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -569727.500000 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -569727.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -569795.500000 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -569795.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -569850.812500 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -569850.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -569888.375000 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -569888.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -569910.875000 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -569910.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -569922.000000 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -569922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -569931.312500 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -569931.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -569935.812500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -569935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -569937.875000 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -569937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -569938.500000 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -569938.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -569939.312500 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -569939.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -569941.875000 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -569941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -569942.562500 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -569942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -569943.937500 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -569943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -569944.375000 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -569944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -569945.312500 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -569945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -569945.312500 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -569945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -569945.250000 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -569945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -569945.250000 Penalty: 4224.626953
	Iteration 29F: 3 clusters Score -569945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Entering Unmasked Estep 
Score: -2944503.500000 Penalty: 2512.858398
	Iteration 0F: 2 clusters Score -2944504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2926944.500000 Penalty: 5025.716797
	Iteration 0F: 3 clusters Score -2926944 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2933268.000000 Penalty: 5025.716797
	Iteration 1F: 3 clusters Score -2933268 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2933756.250000 Penalty: 5025.716797
	Iteration 2F: 3 clusters Score -2933756 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2934222.500000 Penalty: 5025.716797
	Iteration 3Q: 3 clusters Score -2934222 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2934755.750000 Penalty: 5025.716797
	Iteration 4Q: 3 clusters Score -2934756 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2935348.250000 Penalty: 5025.716797
	Iteration 5Q: 3 clusters Score -2935348 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2936069.000000 Penalty: 5025.716797
	Iteration 6F: 3 clusters Score -2936069 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2936866.500000 Penalty: 5025.716797
	Iteration 7F: 3 clusters Score -2936866 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2937769.500000 Penalty: 5025.716797
	Iteration 8F: 3 clusters Score -2937770 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2938704.500000 Penalty: 5025.716797
	Iteration 9F: 3 clusters Score -2938704 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2939697.500000 Penalty: 5025.716797
	Iteration 10F: 3 clusters Score -2939698 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2940578.000000 Penalty: 5025.716797
	Iteration 11Q: 3 clusters Score -2940578 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2941254.750000 Penalty: 5025.716797
	Iteration 12Q: 3 clusters Score -2941255 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2941674.500000 Penalty: 5025.716797
	Iteration 13Q: 3 clusters Score -2941674 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2941918.250000 Penalty: 5025.716797
	Iteration 14Q: 3 clusters Score -2941918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -2942071.000000 Penalty: 5025.716797
	Iteration 15Q: 3 clusters Score -2942071 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2942168.500000 Penalty: 5025.716797
	Iteration 16Q: 3 clusters Score -2942168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -2942221.500000 Penalty: 5025.716797
	Iteration 17Q: 3 clusters Score -2942222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2942254.000000 Penalty: 5025.716797
	Iteration 18Q: 3 clusters Score -2942254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2942272.500000 Penalty: 5025.716797
	Iteration 19Q: 3 clusters Score -2942272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -2942294.000000 Penalty: 5025.716797
	Iteration 20F: 3 clusters Score -2942294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -2942304.000000 Penalty: 5025.716797
	Iteration 21Q: 3 clusters Score -2942304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -2942310.750000 Penalty: 5025.716797
	Iteration 22Q: 3 clusters Score -2942311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -2942331.250000 Penalty: 5025.716797
	Iteration 23Q: 3 clusters Score -2942331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2942333.750000 Penalty: 5025.716797
	Iteration 24Q: 3 clusters Score -2942334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2942336.500000 Penalty: 5025.716797
	Iteration 25Q: 3 clusters Score -2942336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -2942340.500000 Penalty: 5025.716797
	Iteration 26Q: 3 clusters Score -2942340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -2942342.250000 Penalty: 5025.716797
	Iteration 27Q: 3 clusters Score -2942342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -2942340.250000 Penalty: 5025.716797
	Iteration 28Q: 3 clusters Score -2942340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -2942340.250000 Penalty: 5025.716797
	Iteration 29F: 3 clusters Score -2942340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -124418.617188 Penalty: 1696.455566
	Iteration 0F: 2 clusters Score -124418.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122914.218750 Penalty: 3392.911133
	Iteration 0F: 3 clusters Score -122914.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -123773.601562 Penalty: 3392.911133
	Iteration 1F: 3 clusters Score -123773.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -124150.273438 Penalty: 3392.911133
	Iteration 2F: 3 clusters Score -124150.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -124304.453125 Penalty: 3392.911133
	Iteration 3Q: 3 clusters Score -124304.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -124415.523438 Penalty: 3392.911133
	Iteration 4Q: 3 clusters Score -124415.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -124530.507812 Penalty: 3392.911133
	Iteration 5Q: 3 clusters Score -124530.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -124628.484375 Penalty: 3392.911133
	Iteration 6Q: 3 clusters Score -124628.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -124698.835938 Penalty: 3392.911133
	Iteration 7Q: 3 clusters Score -124698.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -124765.179688 Penalty: 3392.911133
	Iteration 8Q: 3 clusters Score -124765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -124798.195312 Penalty: 3392.911133
	Iteration 9Q: 3 clusters Score -124798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -124815.250000 Penalty: 3392.911133
	Iteration 10Q: 3 clusters Score -124815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -124821.023438 Penalty: 3392.911133
	Iteration 11Q: 3 clusters Score -124821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -124827.960938 Penalty: 3392.911133
	Iteration 12Q: 3 clusters Score -124828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -124827.960938 Penalty: 3392.911133
	Iteration 13F: 3 clusters Score -124828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 61 contains 350 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
Score: -133769536.000000 Penalty: 225349.328125
Splitting cluster 26 changes total score from -133770944.000000 to -133769536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (6380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Entering Unmasked Estep 
Score: -752730.812500 Penalty: 2172.708984
	Iteration 0F: 2 clusters Score -752730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -747367.375000 Penalty: 4345.417969
	Iteration 0F: 3 clusters Score -747367.4 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -748654.562500 Penalty: 4345.417969
	Iteration 1F: 3 clusters Score -748654.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -748855.312500 Penalty: 4345.417969
	Iteration 2F: 3 clusters Score -748855.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -748980.437500 Penalty: 4345.417969
	Iteration 3Q: 3 clusters Score -748980.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -749071.562500 Penalty: 4345.417969
	Iteration 4Q: 3 clusters Score -749071.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -749140.500000 Penalty: 4345.417969
	Iteration 5Q: 3 clusters Score -749140.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -749204.437500 Penalty: 4345.417969
	Iteration 6Q: 3 clusters Score -749204.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -749269.125000 Penalty: 4345.417969
	Iteration 7Q: 3 clusters Score -749269.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -749328.000000 Penalty: 4345.417969
	Iteration 8Q: 3 clusters Score -749328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -749390.187500 Penalty: 4345.417969
	Iteration 9Q: 3 clusters Score -749390.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -749462.687500 Penalty: 4345.417969
	Iteration 10Q: 3 clusters Score -749462.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -749552.062500 Penalty: 4345.417969
	Iteration 11Q: 3 clusters Score -749552.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -749646.375000 Penalty: 4345.417969
	Iteration 12Q: 3 clusters Score -749646.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -749757.625000 Penalty: 4345.417969
	Iteration 13Q: 3 clusters Score -749757.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -749859.250000 Penalty: 4345.417969
	Iteration 14Q: 3 clusters Score -749859.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -749969.437500 Penalty: 4345.417969
	Iteration 15Q: 3 clusters Score -749969.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -750065.437500 Penalty: 4345.417969
	Iteration 16Q: 3 clusters Score -750065.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -750165.062500 Penalty: 4345.417969
	Iteration 17Q: 3 clusters Score -750165.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -750266.937500 Penalty: 4345.417969
	Iteration 18Q: 3 clusters Score -750266.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -750373.187500 Penalty: 4345.417969
	Iteration 19Q: 3 clusters Score -750373.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -750485.437500 Penalty: 4345.417969
	Iteration 20F: 3 clusters Score -750485.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -750605.562500 Penalty: 4345.417969
	Iteration 21Q: 3 clusters Score -750605.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -750714.000000 Penalty: 4345.417969
	Iteration 22Q: 3 clusters Score -750714 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -750794.562500 Penalty: 4345.417969
	Iteration 23Q: 3 clusters Score -750794.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -750851.062500 Penalty: 4345.417969
	Iteration 24Q: 3 clusters Score -750851.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -750911.062500 Penalty: 4345.417969
	Iteration 25Q: 3 clusters Score -750911.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -750968.937500 Penalty: 4345.417969
	Iteration 26Q: 3 clusters Score -750968.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -751020.250000 Penalty: 4345.417969
	Iteration 27Q: 3 clusters Score -751020.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -751065.187500 Penalty: 4345.417969
	Iteration 28Q: 3 clusters Score -751065.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -751100.562500 Penalty: 4345.417969
	Iteration 29Q: 3 clusters Score -751100.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -751129.125000 Penalty: 4345.417969
	Iteration 30Q: 3 clusters Score -751129.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -751157.500000 Penalty: 4345.417969
	Iteration 31Q: 3 clusters Score -751157.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -751192.687500 Penalty: 4345.417969
	Iteration 32Q: 3 clusters Score -751192.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -751213.187500 Penalty: 4345.417969
	Iteration 33Q: 3 clusters Score -751213.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -751235.812500 Penalty: 4345.417969
	Iteration 34Q: 3 clusters Score -751235.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -751247.312500 Penalty: 4345.417969
	Iteration 35Q: 3 clusters Score -751247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -751252.437500 Penalty: 4345.417969
	Iteration 36Q: 3 clusters Score -751252.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -751257.687500 Penalty: 4345.417969
	Iteration 37Q: 3 clusters Score -751257.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -751261.062500 Penalty: 4345.417969
	Iteration 38Q: 3 clusters Score -751261.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -751265.500000 Penalty: 4345.417969
	Iteration 39Q: 3 clusters Score -751265.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -751273.125000 Penalty: 4345.417969
	Iteration 40F: 3 clusters Score -751273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -751275.375000 Penalty: 4345.417969
	Iteration 41Q: 3 clusters Score -751275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -751279.937500 Penalty: 4345.417969
	Iteration 42Q: 3 clusters Score -751279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -751281.562500 Penalty: 4345.417969
	Iteration 43Q: 3 clusters Score -751281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -751281.562500 Penalty: 4345.417969
	Iteration 44F: 3 clusters Score -751281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Entering Unmasked Estep 
Score: -2133548.250000 Penalty: 2433.804443
	Iteration 0F: 2 clusters Score -2133548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2120643.750000 Penalty: 4867.608887
	Iteration 0F: 3 clusters Score -2120644 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2124830.000000 Penalty: 4867.608887
	Iteration 1F: 3 clusters Score -2124830 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2125348.250000 Penalty: 4867.608887
	Iteration 2F: 3 clusters Score -2125348 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2125935.750000 Penalty: 4867.608887
	Iteration 3F: 3 clusters Score -2125936 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2126585.750000 Penalty: 4867.608887
	Iteration 4F: 3 clusters Score -2126586 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2127120.500000 Penalty: 4867.608887
	Iteration 5F: 3 clusters Score -2127120 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2127583.000000 Penalty: 4867.608887
	Iteration 6F: 3 clusters Score -2127583 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2128085.500000 Penalty: 4867.608887
	Iteration 7F: 3 clusters Score -2128086 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2128697.500000 Penalty: 4867.608887
	Iteration 8F: 3 clusters Score -2128698 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2129435.750000 Penalty: 4867.608887
	Iteration 9F: 3 clusters Score -2129436 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2130275.750000 Penalty: 4867.608887
	Iteration 10Q: 3 clusters Score -2130276 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2131069.250000 Penalty: 4867.608887
	Iteration 11Q: 3 clusters Score -2131069 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2131513.000000 Penalty: 4867.608887
	Iteration 12Q: 3 clusters Score -2131513 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2131790.000000 Penalty: 4867.608887
	Iteration 13Q: 3 clusters Score -2131790 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2131920.750000 Penalty: 4867.608887
	Iteration 14Q: 3 clusters Score -2131921 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2132000.250000 Penalty: 4867.608887
	Iteration 15Q: 3 clusters Score -2132000 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2132051.750000 Penalty: 4867.608887
	Iteration 16Q: 3 clusters Score -2132052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2132106.250000 Penalty: 4867.608887
	Iteration 17Q: 3 clusters Score -2132106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2132143.000000 Penalty: 4867.608887
	Iteration 18Q: 3 clusters Score -2132143 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2132178.000000 Penalty: 4867.608887
	Iteration 19Q: 3 clusters Score -2132178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2132202.000000 Penalty: 4867.608887
	Iteration 20F: 3 clusters Score -2132202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2132232.000000 Penalty: 4867.608887
	Iteration 21Q: 3 clusters Score -2132232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2132265.500000 Penalty: 4867.608887
	Iteration 22Q: 3 clusters Score -2132266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2132291.750000 Penalty: 4867.608887
	Iteration 23Q: 3 clusters Score -2132292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2132324.500000 Penalty: 4867.608887
	Iteration 24Q: 3 clusters Score -2132324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2132357.500000 Penalty: 4867.608887
	Iteration 25Q: 3 clusters Score -2132358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2132376.000000 Penalty: 4867.608887
	Iteration 26Q: 3 clusters Score -2132376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2132393.000000 Penalty: 4867.608887
	Iteration 27Q: 3 clusters Score -2132393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2132412.000000 Penalty: 4867.608887
	Iteration 28Q: 3 clusters Score -2132412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2132428.250000 Penalty: 4867.608887
	Iteration 29Q: 3 clusters Score -2132428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2132457.500000 Penalty: 4867.608887
	Iteration 30Q: 3 clusters Score -2132458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2132478.250000 Penalty: 4867.608887
	Iteration 31Q: 3 clusters Score -2132478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2132497.500000 Penalty: 4867.608887
	Iteration 32Q: 3 clusters Score -2132498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2132509.750000 Penalty: 4867.608887
	Iteration 33Q: 3 clusters Score -2132510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2132522.500000 Penalty: 4867.608887
	Iteration 34Q: 3 clusters Score -2132522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2132528.250000 Penalty: 4867.608887
	Iteration 35Q: 3 clusters Score -2132528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2132534.750000 Penalty: 4867.608887
	Iteration 36Q: 3 clusters Score -2132535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2132534.000000 Penalty: 4867.608887
	Iteration 37Q: 3 clusters Score -2132534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2132538.750000 Penalty: 4867.608887
	Iteration 38Q: 3 clusters Score -2132539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2132547.750000 Penalty: 4867.608887
	Iteration 39Q: 3 clusters Score -2132548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2132557.250000 Penalty: 4867.608887
	Iteration 40F: 3 clusters Score -2132557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2132563.000000 Penalty: 4867.608887
	Iteration 41Q: 3 clusters Score -2132563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2132568.500000 Penalty: 4867.608887
	Iteration 42Q: 3 clusters Score -2132568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2132573.750000 Penalty: 4867.608887
	Iteration 43Q: 3 clusters Score -2132574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2132582.750000 Penalty: 4867.608887
	Iteration 44Q: 3 clusters Score -2132583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2132585.500000 Penalty: 4867.608887
	Iteration 45Q: 3 clusters Score -2132586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2132591.750000 Penalty: 4867.608887
	Iteration 46Q: 3 clusters Score -2132592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2132595.250000 Penalty: 4867.608887
	Iteration 47Q: 3 clusters Score -2132595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2132605.750000 Penalty: 4867.608887
	Iteration 48Q: 3 clusters Score -2132606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2132611.000000 Penalty: 4867.608887
	Iteration 49Q: 3 clusters Score -2132611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2132616.750000 Penalty: 4867.608887
	Iteration 50Q: 3 clusters Score -2132617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2132616.000000 Penalty: 4867.608887
	Iteration 51Q: 3 clusters Score -2132616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2132626.750000 Penalty: 4867.608887
	Iteration 52Q: 3 clusters Score -2132627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2132625.500000 Penalty: 4867.608887
	Iteration 53Q: 3 clusters Score -2132626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2132636.000000 Penalty: 4867.608887
	Iteration 54Q: 3 clusters Score -2132636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2132638.500000 Penalty: 4867.608887
	Iteration 55Q: 3 clusters Score -2132638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2132639.500000 Penalty: 4867.608887
	Iteration 56Q: 3 clusters Score -2132640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2132644.250000 Penalty: 4867.608887
	Iteration 57Q: 3 clusters Score -2132644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2132652.500000 Penalty: 4867.608887
	Iteration 58Q: 3 clusters Score -2132652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2132654.250000 Penalty: 4867.608887
	Iteration 59Q: 3 clusters Score -2132654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2132656.000000 Penalty: 4867.608887
	Iteration 60F: 3 clusters Score -2132656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2132667.750000 Penalty: 4867.608887
	Iteration 61Q: 3 clusters Score -2132668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2132667.500000 Penalty: 4867.608887
	Iteration 62Q: 3 clusters Score -2132668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2132675.750000 Penalty: 4867.608887
	Iteration 63Q: 3 clusters Score -2132676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2132684.000000 Penalty: 4867.608887
	Iteration 64Q: 3 clusters Score -2132684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2132690.750000 Penalty: 4867.608887
	Iteration 65Q: 3 clusters Score -2132691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2132698.000000 Penalty: 4867.608887
	Iteration 66Q: 3 clusters Score -2132698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2132706.750000 Penalty: 4867.608887
	Iteration 67Q: 3 clusters Score -2132707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2132722.000000 Penalty: 4867.608887
	Iteration 68Q: 3 clusters Score -2132722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2132748.500000 Penalty: 4867.608887
	Iteration 69Q: 3 clusters Score -2132748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2132795.500000 Penalty: 4867.608887
	Iteration 70Q: 3 clusters Score -2132796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2132843.750000 Penalty: 4867.608887
	Iteration 71Q: 3 clusters Score -2132844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2132898.250000 Penalty: 4867.608887
	Iteration 72Q: 3 clusters Score -2132898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2132948.000000 Penalty: 4867.608887
	Iteration 73Q: 3 clusters Score -2132948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2132967.000000 Penalty: 4867.608887
	Iteration 74Q: 3 clusters Score -2132967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2132980.750000 Penalty: 4867.608887
	Iteration 75Q: 3 clusters Score -2132981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2132980.250000 Penalty: 4867.608887
	Iteration 76Q: 3 clusters Score -2132980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2132983.000000 Penalty: 4867.608887
	Iteration 77Q: 3 clusters Score -2132983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2132984.750000 Penalty: 4867.608887
	Iteration 78Q: 3 clusters Score -2132985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2132985.500000 Penalty: 4867.608887
	Iteration 79Q: 3 clusters Score -2132986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2132987.000000 Penalty: 4867.608887
	Iteration 80F: 3 clusters Score -2132987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Entering Unmasked Estep 
Score: -2071691.500000 Penalty: 2422.821533
	Iteration 0F: 2 clusters Score -2071692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2059199.125000 Penalty: 4845.643066
	Iteration 0F: 3 clusters Score -2059199 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2063321.625000 Penalty: 4845.643066
	Iteration 1F: 3 clusters Score -2063322 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2063829.000000 Penalty: 4845.643066
	Iteration 2F: 3 clusters Score -2063829 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2064276.875000 Penalty: 4845.643066
	Iteration 3F: 3 clusters Score -2064277 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2064860.250000 Penalty: 4845.643066
	Iteration 4F: 3 clusters Score -2064860 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2065486.625000 Penalty: 4845.643066
	Iteration 5F: 3 clusters Score -2065487 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2066123.250000 Penalty: 4845.643066
	Iteration 6F: 3 clusters Score -2066123 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2066730.625000 Penalty: 4845.643066
	Iteration 7Q: 3 clusters Score -2066731 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2067316.250000 Penalty: 4845.643066
	Iteration 8Q: 3 clusters Score -2067316 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2067886.500000 Penalty: 4845.643066
	Iteration 9Q: 3 clusters Score -2067886 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2068405.375000 Penalty: 4845.643066
	Iteration 10Q: 3 clusters Score -2068405 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2068850.750000 Penalty: 4845.643066
	Iteration 11Q: 3 clusters Score -2068851 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2069157.750000 Penalty: 4845.643066
	Iteration 12Q: 3 clusters Score -2069158 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2069349.500000 Penalty: 4845.643066
	Iteration 13Q: 3 clusters Score -2069350 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2069451.750000 Penalty: 4845.643066
	Iteration 14Q: 3 clusters Score -2069452 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2069494.375000 Penalty: 4845.643066
	Iteration 15Q: 3 clusters Score -2069494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2069521.625000 Penalty: 4845.643066
	Iteration 16Q: 3 clusters Score -2069522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2069538.375000 Penalty: 4845.643066
	Iteration 17Q: 3 clusters Score -2069538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2069555.500000 Penalty: 4845.643066
	Iteration 18Q: 3 clusters Score -2069556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2069564.375000 Penalty: 4845.643066
	Iteration 19Q: 3 clusters Score -2069564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2069567.875000 Penalty: 4845.643066
	Iteration 20F: 3 clusters Score -2069568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2069571.875000 Penalty: 4845.643066
	Iteration 21Q: 3 clusters Score -2069572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2069574.875000 Penalty: 4845.643066
	Iteration 22Q: 3 clusters Score -2069575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2069578.000000 Penalty: 4845.643066
	Iteration 23Q: 3 clusters Score -2069578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2069585.250000 Penalty: 4845.643066
	Iteration 24Q: 3 clusters Score -2069585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2069583.250000 Penalty: 4845.643066
	Iteration 25Q: 3 clusters Score -2069583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2069587.000000 Penalty: 4845.643066
	Iteration 26Q: 3 clusters Score -2069587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2069588.000000 Penalty: 4845.643066
	Iteration 27Q: 3 clusters Score -2069588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2069590.500000 Penalty: 4845.643066
	Iteration 28Q: 3 clusters Score -2069590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2069589.625000 Penalty: 4845.643066
	Iteration 29Q: 3 clusters Score -2069590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2069591.375000 Penalty: 4845.643066
	Iteration 30Q: 3 clusters Score -2069591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2069594.000000 Penalty: 4845.643066
	Iteration 31Q: 3 clusters Score -2069594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2069591.875000 Penalty: 4845.643066
	Iteration 32Q: 3 clusters Score -2069592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2069592.500000 Penalty: 4845.643066
	Iteration 33Q: 3 clusters Score -2069592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2069594.625000 Penalty: 4845.643066
	Iteration 34Q: 3 clusters Score -2069595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2069593.875000 Penalty: 4845.643066
	Iteration 35Q: 3 clusters Score -2069594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2069595.375000 Penalty: 4845.643066
	Iteration 36Q: 3 clusters Score -2069595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2069590.625000 Penalty: 4845.643066
	Iteration 37Q: 3 clusters Score -2069591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2069594.500000 Penalty: 4845.643066
	Iteration 38Q: 3 clusters Score -2069594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2069595.500000 Penalty: 4845.643066
	Iteration 39Q: 3 clusters Score -2069596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2069597.875000 Penalty: 4845.643066
	Iteration 40F: 3 clusters Score -2069598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2069598.750000 Penalty: 4845.643066
	Iteration 41Q: 3 clusters Score -2069599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2069598.750000 Penalty: 4845.643066
	Iteration 42F: 3 clusters Score -2069599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -574078.750000 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -574078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -569581.562500 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -569581.6 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -570688.062500 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -570688.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -570918.687500 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -570918.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -571069.375000 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -571069.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -571173.125000 Penalty: 4217.333496
	Iteration 4Q: 3 clusters Score -571173.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -571267.750000 Penalty: 4217.333496
	Iteration 5Q: 3 clusters Score -571267.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -571356.500000 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -571356.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -571445.937500 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -571445.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -571539.187500 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -571539.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -571605.812500 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -571605.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -571659.187500 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -571659.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -571704.250000 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -571704.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -571746.562500 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -571746.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -571787.375000 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -571787.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -571820.937500 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -571820.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -571853.250000 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -571853.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -571877.250000 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -571877.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -571896.437500 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -571896.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -571913.937500 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -571913.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -571930.312500 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -571930.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -571944.937500 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -571944.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -571961.062500 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -571961.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -571972.500000 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -571972.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -571982.750000 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -571982.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -571988.125000 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -571988.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -571993.812500 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -571993.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -571997.312500 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -571997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -572002.375000 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -572002.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -572008.062500 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -572008.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -572018.750000 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -572018.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -572024.000000 Penalty: 4217.333496
	Iteration 30Q: 3 clusters Score -572024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -572027.875000 Penalty: 4217.333496
	Iteration 31Q: 3 clusters Score -572027.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -572029.437500 Penalty: 4217.333496
	Iteration 32Q: 3 clusters Score -572029.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -572032.312500 Penalty: 4217.333496
	Iteration 33Q: 3 clusters Score -572032.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -572034.250000 Penalty: 4217.333496
	Iteration 34Q: 3 clusters Score -572034.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -572037.312500 Penalty: 4217.333496
	Iteration 35Q: 3 clusters Score -572037.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -572039.437500 Penalty: 4217.333496
	Iteration 36Q: 3 clusters Score -572039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -572042.375000 Penalty: 4217.333496
	Iteration 37Q: 3 clusters Score -572042.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -572044.375000 Penalty: 4217.333496
	Iteration 38Q: 3 clusters Score -572044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -572046.125000 Penalty: 4217.333496
	Iteration 39Q: 3 clusters Score -572046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -572046.687500 Penalty: 4217.333496
	Iteration 40F: 3 clusters Score -572046.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -572051.562500 Penalty: 4217.333496
	Iteration 41Q: 3 clusters Score -572051.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -572051.875000 Penalty: 4217.333496
	Iteration 42Q: 3 clusters Score -572051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -572054.750000 Penalty: 4217.333496
	Iteration 43Q: 3 clusters Score -572054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -572055.062500 Penalty: 4217.333496
	Iteration 44Q: 3 clusters Score -572055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -572055.812500 Penalty: 4217.333496
	Iteration 45Q: 3 clusters Score -572055.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -572055.812500 Penalty: 4217.333496
	Iteration 46F: 3 clusters Score -572055.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -736902.000000 Penalty: 2163.562988
	Iteration 0F: 2 clusters Score -736902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -731584.500000 Penalty: 4327.125977
	Iteration 0F: 3 clusters Score -731584.5 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -732901.437500 Penalty: 4327.125977
	Iteration 1F: 3 clusters Score -732901.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -733132.687500 Penalty: 4327.125977
	Iteration 2F: 3 clusters Score -733132.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -733285.125000 Penalty: 4327.125977
	Iteration 3F: 3 clusters Score -733285.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -733394.875000 Penalty: 4327.125977
	Iteration 4Q: 3 clusters Score -733394.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -733481.187500 Penalty: 4327.125977
	Iteration 5Q: 3 clusters Score -733481.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -733566.687500 Penalty: 4327.125977
	Iteration 6Q: 3 clusters Score -733566.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -733642.937500 Penalty: 4327.125977
	Iteration 7Q: 3 clusters Score -733642.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -733724.875000 Penalty: 4327.125977
	Iteration 8Q: 3 clusters Score -733724.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -733816.500000 Penalty: 4327.125977
	Iteration 9Q: 3 clusters Score -733816.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -733914.312500 Penalty: 4327.125977
	Iteration 10Q: 3 clusters Score -733914.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -734034.437500 Penalty: 4327.125977
	Iteration 11Q: 3 clusters Score -734034.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -734164.437500 Penalty: 4327.125977
	Iteration 12Q: 3 clusters Score -734164.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -734301.750000 Penalty: 4327.125977
	Iteration 13Q: 3 clusters Score -734301.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -734427.312500 Penalty: 4327.125977
	Iteration 14Q: 3 clusters Score -734427.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -734549.812500 Penalty: 4327.125977
	Iteration 15Q: 3 clusters Score -734549.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -734650.250000 Penalty: 4327.125977
	Iteration 16Q: 3 clusters Score -734650.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -734718.125000 Penalty: 4327.125977
	Iteration 17Q: 3 clusters Score -734718.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -734764.750000 Penalty: 4327.125977
	Iteration 18Q: 3 clusters Score -734764.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -734805.437500 Penalty: 4327.125977
	Iteration 19Q: 3 clusters Score -734805.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -734848.500000 Penalty: 4327.125977
	Iteration 20F: 3 clusters Score -734848.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -734881.312500 Penalty: 4327.125977
	Iteration 21Q: 3 clusters Score -734881.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -734898.750000 Penalty: 4327.125977
	Iteration 22Q: 3 clusters Score -734898.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -734913.312500 Penalty: 4327.125977
	Iteration 23Q: 3 clusters Score -734913.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -734924.875000 Penalty: 4327.125977
	Iteration 24Q: 3 clusters Score -734924.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -734930.125000 Penalty: 4327.125977
	Iteration 25Q: 3 clusters Score -734930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -734934.937500 Penalty: 4327.125977
	Iteration 26Q: 3 clusters Score -734934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -734939.562500 Penalty: 4327.125977
	Iteration 27Q: 3 clusters Score -734939.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -734948.937500 Penalty: 4327.125977
	Iteration 28Q: 3 clusters Score -734948.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -734954.750000 Penalty: 4327.125977
	Iteration 29Q: 3 clusters Score -734954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -734957.312500 Penalty: 4327.125977
	Iteration 30Q: 3 clusters Score -734957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -734961.000000 Penalty: 4327.125977
	Iteration 31Q: 3 clusters Score -734961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -734965.937500 Penalty: 4327.125977
	Iteration 32Q: 3 clusters Score -734965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -734970.562500 Penalty: 4327.125977
	Iteration 33Q: 3 clusters Score -734970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -734971.500000 Penalty: 4327.125977
	Iteration 34Q: 3 clusters Score -734971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -734971.187500 Penalty: 4327.125977
	Iteration 35Q: 3 clusters Score -734971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -734971.187500 Penalty: 4327.125977
	Iteration 36F: 3 clusters Score -734971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Entering Unmasked Estep 
Score: -1091106.875000 Penalty: 2263.485840
	Iteration 0F: 2 clusters Score -1091107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1083867.750000 Penalty: 4526.971680
	Iteration 0F: 3 clusters Score -1083868 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1085949.000000 Penalty: 4526.971680
	Iteration 1F: 3 clusters Score -1085949 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1086230.000000 Penalty: 4526.971680
	Iteration 2F: 3 clusters Score -1086230 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1086401.625000 Penalty: 4526.971680
	Iteration 3Q: 3 clusters Score -1086402 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1086509.875000 Penalty: 4526.971680
	Iteration 4Q: 3 clusters Score -1086510 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1086610.625000 Penalty: 4526.971680
	Iteration 5Q: 3 clusters Score -1086611 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1086685.375000 Penalty: 4526.971680
	Iteration 6Q: 3 clusters Score -1086685 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1086744.750000 Penalty: 4526.971680
	Iteration 7Q: 3 clusters Score -1086745 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1086797.625000 Penalty: 4526.971680
	Iteration 8Q: 3 clusters Score -1086798 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1086841.000000 Penalty: 4526.971680
	Iteration 9Q: 3 clusters Score -1086841 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1086876.000000 Penalty: 4526.971680
	Iteration 10Q: 3 clusters Score -1086876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1086898.000000 Penalty: 4526.971680
	Iteration 11Q: 3 clusters Score -1086898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1086908.500000 Penalty: 4526.971680
	Iteration 12Q: 3 clusters Score -1086908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1086922.125000 Penalty: 4526.971680
	Iteration 13Q: 3 clusters Score -1086922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1086937.750000 Penalty: 4526.971680
	Iteration 14Q: 3 clusters Score -1086938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1086946.250000 Penalty: 4526.971680
	Iteration 15Q: 3 clusters Score -1086946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1086960.250000 Penalty: 4526.971680
	Iteration 16Q: 3 clusters Score -1086960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1086977.000000 Penalty: 4526.971680
	Iteration 17Q: 3 clusters Score -1086977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1086994.875000 Penalty: 4526.971680
	Iteration 18Q: 3 clusters Score -1086995 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1087009.125000 Penalty: 4526.971680
	Iteration 19Q: 3 clusters Score -1087009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1087023.250000 Penalty: 4526.971680
	Iteration 20F: 3 clusters Score -1087023 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1087040.500000 Penalty: 4526.971680
	Iteration 21Q: 3 clusters Score -1087040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1087051.000000 Penalty: 4526.971680
	Iteration 22Q: 3 clusters Score -1087051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1087065.250000 Penalty: 4526.971680
	Iteration 23Q: 3 clusters Score -1087065 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1087089.500000 Penalty: 4526.971680
	Iteration 24Q: 3 clusters Score -1087090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1087120.750000 Penalty: 4526.971680
	Iteration 25Q: 3 clusters Score -1087121 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1087149.375000 Penalty: 4526.971680
	Iteration 26Q: 3 clusters Score -1087149 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1087186.250000 Penalty: 4526.971680
	Iteration 27Q: 3 clusters Score -1087186 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1087241.125000 Penalty: 4526.971680
	Iteration 28Q: 3 clusters Score -1087241 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1087294.875000 Penalty: 4526.971680
	Iteration 29Q: 3 clusters Score -1087295 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1087361.000000 Penalty: 4526.971680
	Iteration 30Q: 3 clusters Score -1087361 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1087444.375000 Penalty: 4526.971680
	Iteration 31Q: 3 clusters Score -1087444 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1087529.000000 Penalty: 4526.971680
	Iteration 32Q: 3 clusters Score -1087529 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1087627.125000 Penalty: 4526.971680
	Iteration 33Q: 3 clusters Score -1087627 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1087753.750000 Penalty: 4526.971680
	Iteration 34Q: 3 clusters Score -1087754 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1087913.375000 Penalty: 4526.971680
	Iteration 35Q: 3 clusters Score -1087913 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1088081.750000 Penalty: 4526.971680
	Iteration 36Q: 3 clusters Score -1088082 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1088252.875000 Penalty: 4526.971680
	Iteration 37Q: 3 clusters Score -1088253 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1088416.000000 Penalty: 4526.971680
	Iteration 38Q: 3 clusters Score -1088416 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1088532.250000 Penalty: 4526.971680
	Iteration 39Q: 3 clusters Score -1088532 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1088643.500000 Penalty: 4526.971680
	Iteration 40F: 3 clusters Score -1088644 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1088747.000000 Penalty: 4526.971680
	Iteration 41Q: 3 clusters Score -1088747 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1088834.250000 Penalty: 4526.971680
	Iteration 42Q: 3 clusters Score -1088834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1088922.250000 Penalty: 4526.971680
	Iteration 43Q: 3 clusters Score -1088922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1088980.500000 Penalty: 4526.971680
	Iteration 44Q: 3 clusters Score -1088980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1089020.375000 Penalty: 4526.971680
	Iteration 45Q: 3 clusters Score -1089020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1089050.500000 Penalty: 4526.971680
	Iteration 46Q: 3 clusters Score -1089050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1089078.875000 Penalty: 4526.971680
	Iteration 47Q: 3 clusters Score -1089079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1089098.750000 Penalty: 4526.971680
	Iteration 48Q: 3 clusters Score -1089099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1089112.250000 Penalty: 4526.971680
	Iteration 49Q: 3 clusters Score -1089112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1089130.500000 Penalty: 4526.971680
	Iteration 50Q: 3 clusters Score -1089130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1089144.000000 Penalty: 4526.971680
	Iteration 51Q: 3 clusters Score -1089144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1089155.250000 Penalty: 4526.971680
	Iteration 52Q: 3 clusters Score -1089155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1089165.750000 Penalty: 4526.971680
	Iteration 53Q: 3 clusters Score -1089166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1089168.750000 Penalty: 4526.971680
	Iteration 54Q: 3 clusters Score -1089169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1089172.500000 Penalty: 4526.971680
	Iteration 55Q: 3 clusters Score -1089172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1089174.625000 Penalty: 4526.971680
	Iteration 56Q: 3 clusters Score -1089175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1089174.750000 Penalty: 4526.971680
	Iteration 57Q: 3 clusters Score -1089175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1089176.750000 Penalty: 4526.971680
	Iteration 58Q: 3 clusters Score -1089177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1089176.750000 Penalty: 4526.971680
	Iteration 59Q: 3 clusters Score -1089177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1089176.750000 Penalty: 4526.971680
	Iteration 60F: 3 clusters Score -1089177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -30924.392578 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -30924.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29819.457031 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -29819.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29903.076172 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -29903.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29942.972656 Penalty: 2661.523926
	Iteration 2Q: 3 clusters Score -29942.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29954.253906 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -29954.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29954.253906 Penalty: 2661.523926
	Iteration 4F: 3 clusters Score -29954.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (51312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Entering Unmasked Estep 
Score: -5998266.500000 Penalty: 2689.728760
	Iteration 0F: 2 clusters Score -5998266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -5963711.500000 Penalty: 5379.457520
	Iteration 0F: 3 clusters Score -5963712 nChanged 23483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5976495.000000 Penalty: 5379.457520
	Iteration 1F: 3 clusters Score -5976495 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -5977084.500000 Penalty: 5379.457520
	Iteration 2Q: 3 clusters Score -5977084 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5977848.500000 Penalty: 5379.457520
	Iteration 3Q: 3 clusters Score -5977848 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -5978801.500000 Penalty: 5379.457520
	Iteration 4Q: 3 clusters Score -5978802 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -5980313.500000 Penalty: 5379.457520
	Iteration 5F: 3 clusters Score -5980314 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -5982677.000000 Penalty: 5379.457520
	Iteration 6F: 3 clusters Score -5982677 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -5985858.500000 Penalty: 5379.457520
	Iteration 7F: 3 clusters Score -5985858 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -5989246.000000 Penalty: 5379.457520
	Iteration 8F: 3 clusters Score -5989246 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -5992074.500000 Penalty: 5379.457520
	Iteration 9F: 3 clusters Score -5992074 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -5993918.500000 Penalty: 5379.457520
	Iteration 10Q: 3 clusters Score -5993918 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -5994970.000000 Penalty: 5379.457520
	Iteration 11Q: 3 clusters Score -5994970 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -5995551.500000 Penalty: 5379.457520
	Iteration 12Q: 3 clusters Score -5995552 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -5995908.500000 Penalty: 5379.457520
	Iteration 13Q: 3 clusters Score -5995908 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -5996126.000000 Penalty: 5379.457520
	Iteration 14Q: 3 clusters Score -5996126 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -5996289.500000 Penalty: 5379.457520
	Iteration 15Q: 3 clusters Score -5996290 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5996437.500000 Penalty: 5379.457520
	Iteration 16Q: 3 clusters Score -5996438 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5996608.000000 Penalty: 5379.457520
	Iteration 17Q: 3 clusters Score -5996608 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -5996752.000000 Penalty: 5379.457520
	Iteration 18Q: 3 clusters Score -5996752 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5996889.000000 Penalty: 5379.457520
	Iteration 19Q: 3 clusters Score -5996889 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5997007.000000 Penalty: 5379.457520
	Iteration 20F: 3 clusters Score -5997007 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5997097.500000 Penalty: 5379.457520
	Iteration 21Q: 3 clusters Score -5997098 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5997128.500000 Penalty: 5379.457520
	Iteration 22Q: 3 clusters Score -5997128 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5997165.500000 Penalty: 5379.457520
	Iteration 23Q: 3 clusters Score -5997166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5997205.500000 Penalty: 5379.457520
	Iteration 24Q: 3 clusters Score -5997206 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5997262.500000 Penalty: 5379.457520
	Iteration 25Q: 3 clusters Score -5997262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5997300.500000 Penalty: 5379.457520
	Iteration 26Q: 3 clusters Score -5997300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5997331.500000 Penalty: 5379.457520
	Iteration 27Q: 3 clusters Score -5997332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5997357.500000 Penalty: 5379.457520
	Iteration 28Q: 3 clusters Score -5997358 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5997381.500000 Penalty: 5379.457520
	Iteration 29Q: 3 clusters Score -5997382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5997427.000000 Penalty: 5379.457520
	Iteration 30Q: 3 clusters Score -5997427 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5997493.500000 Penalty: 5379.457520
	Iteration 31Q: 3 clusters Score -5997494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5997622.500000 Penalty: 5379.457520
	Iteration 32Q: 3 clusters Score -5997622 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5997790.500000 Penalty: 5379.457520
	Iteration 33Q: 3 clusters Score -5997790 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5997889.500000 Penalty: 5379.457520
	Iteration 34Q: 3 clusters Score -5997890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5997945.500000 Penalty: 5379.457520
	Iteration 35Q: 3 clusters Score -5997946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5997977.000000 Penalty: 5379.457520
	Iteration 36Q: 3 clusters Score -5997977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5997999.000000 Penalty: 5379.457520
	Iteration 37Q: 3 clusters Score -5997999 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5998010.500000 Penalty: 5379.457520
	Iteration 38Q: 3 clusters Score -5998010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5998016.500000 Penalty: 5379.457520
	Iteration 39Q: 3 clusters Score -5998016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5998021.500000 Penalty: 5379.457520
	Iteration 40F: 3 clusters Score -5998022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5998030.000000 Penalty: 5379.457520
	Iteration 41Q: 3 clusters Score -5998030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5998037.500000 Penalty: 5379.457520
	Iteration 42Q: 3 clusters Score -5998038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5998039.000000 Penalty: 5379.457520
	Iteration 43Q: 3 clusters Score -5998039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5998038.000000 Penalty: 5379.457520
	Iteration 44Q: 3 clusters Score -5998038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5998037.500000 Penalty: 5379.457520
	Iteration 45Q: 3 clusters Score -5998038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5998040.500000 Penalty: 5379.457520
	Iteration 46Q: 3 clusters Score -5998040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5998040.000000 Penalty: 5379.457520
	Iteration 47Q: 3 clusters Score -5998040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5998030.000000 Penalty: 5379.457520
	Iteration 48Q: 3 clusters Score -5998030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5998036.000000 Penalty: 5379.457520
	Iteration 49Q: 3 clusters Score -5998036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5998048.500000 Penalty: 5379.457520
	Iteration 50Q: 3 clusters Score -5998048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5998051.000000 Penalty: 5379.457520
	Iteration 51Q: 3 clusters Score -5998051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5998044.000000 Penalty: 5379.457520
	Iteration 52Q: 3 clusters Score -5998044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5998047.000000 Penalty: 5379.457520
	Iteration 53Q: 3 clusters Score -5998047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5998044.500000 Penalty: 5379.457520
	Iteration 54Q: 3 clusters Score -5998044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5998039.000000 Penalty: 5379.457520
	Iteration 55Q: 3 clusters Score -5998039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5998043.500000 Penalty: 5379.457520
	Iteration 56Q: 3 clusters Score -5998044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5998043.500000 Penalty: 5379.457520
	Iteration 57F: 3 clusters Score -5998044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Entering Unmasked Estep 
Score: -1082380.000000 Penalty: 2291.639404
	Iteration 0F: 2 clusters Score -1082380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1074611.875000 Penalty: 4583.278809
	Iteration 0F: 3 clusters Score -1074612 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1076976.125000 Penalty: 4583.278809
	Iteration 1F: 3 clusters Score -1076976 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1077420.750000 Penalty: 4583.278809
	Iteration 2F: 3 clusters Score -1077421 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1077773.500000 Penalty: 4583.278809
	Iteration 3F: 3 clusters Score -1077774 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1078095.250000 Penalty: 4583.278809
	Iteration 4F: 3 clusters Score -1078095 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1078409.625000 Penalty: 4583.278809
	Iteration 5Q: 3 clusters Score -1078410 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1078752.875000 Penalty: 4583.278809
	Iteration 6Q: 3 clusters Score -1078753 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1079045.750000 Penalty: 4583.278809
	Iteration 7Q: 3 clusters Score -1079046 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1079286.625000 Penalty: 4583.278809
	Iteration 8Q: 3 clusters Score -1079287 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1079486.750000 Penalty: 4583.278809
	Iteration 9Q: 3 clusters Score -1079487 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1079653.375000 Penalty: 4583.278809
	Iteration 10Q: 3 clusters Score -1079653 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1079780.750000 Penalty: 4583.278809
	Iteration 11Q: 3 clusters Score -1079781 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1079875.500000 Penalty: 4583.278809
	Iteration 12Q: 3 clusters Score -1079876 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1079958.625000 Penalty: 4583.278809
	Iteration 13Q: 3 clusters Score -1079959 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1080025.875000 Penalty: 4583.278809
	Iteration 14Q: 3 clusters Score -1080026 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1080072.500000 Penalty: 4583.278809
	Iteration 15Q: 3 clusters Score -1080072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1080121.875000 Penalty: 4583.278809
	Iteration 16Q: 3 clusters Score -1080122 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1080165.375000 Penalty: 4583.278809
	Iteration 17Q: 3 clusters Score -1080165 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1080214.125000 Penalty: 4583.278809
	Iteration 18Q: 3 clusters Score -1080214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1080249.875000 Penalty: 4583.278809
	Iteration 19Q: 3 clusters Score -1080250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1080285.625000 Penalty: 4583.278809
	Iteration 20F: 3 clusters Score -1080286 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1080312.625000 Penalty: 4583.278809
	Iteration 21Q: 3 clusters Score -1080313 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1080344.125000 Penalty: 4583.278809
	Iteration 22Q: 3 clusters Score -1080344 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1080375.375000 Penalty: 4583.278809
	Iteration 23Q: 3 clusters Score -1080375 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1080409.000000 Penalty: 4583.278809
	Iteration 24Q: 3 clusters Score -1080409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1080429.125000 Penalty: 4583.278809
	Iteration 25Q: 3 clusters Score -1080429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1080450.500000 Penalty: 4583.278809
	Iteration 26Q: 3 clusters Score -1080450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1080465.125000 Penalty: 4583.278809
	Iteration 27Q: 3 clusters Score -1080465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1080486.500000 Penalty: 4583.278809
	Iteration 28Q: 3 clusters Score -1080486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1080508.250000 Penalty: 4583.278809
	Iteration 29Q: 3 clusters Score -1080508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1080518.500000 Penalty: 4583.278809
	Iteration 30Q: 3 clusters Score -1080518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1080532.625000 Penalty: 4583.278809
	Iteration 31Q: 3 clusters Score -1080533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1080546.625000 Penalty: 4583.278809
	Iteration 32Q: 3 clusters Score -1080547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1080550.375000 Penalty: 4583.278809
	Iteration 33Q: 3 clusters Score -1080550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1080556.375000 Penalty: 4583.278809
	Iteration 34Q: 3 clusters Score -1080556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1080555.625000 Penalty: 4583.278809
	Iteration 35Q: 3 clusters Score -1080556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1080561.000000 Penalty: 4583.278809
	Iteration 36Q: 3 clusters Score -1080561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1080564.000000 Penalty: 4583.278809
	Iteration 37Q: 3 clusters Score -1080564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1080566.125000 Penalty: 4583.278809
	Iteration 38Q: 3 clusters Score -1080566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1080565.875000 Penalty: 4583.278809
	Iteration 39Q: 3 clusters Score -1080566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1080568.250000 Penalty: 4583.278809
	Iteration 40F: 3 clusters Score -1080568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1080573.375000 Penalty: 4583.278809
	Iteration 41Q: 3 clusters Score -1080573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1080573.875000 Penalty: 4583.278809
	Iteration 42Q: 3 clusters Score -1080574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1080577.375000 Penalty: 4583.278809
	Iteration 43Q: 3 clusters Score -1080577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1080579.875000 Penalty: 4583.278809
	Iteration 44Q: 3 clusters Score -1080580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1080583.500000 Penalty: 4583.278809
	Iteration 45Q: 3 clusters Score -1080584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1080592.875000 Penalty: 4583.278809
	Iteration 46Q: 3 clusters Score -1080593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1080601.250000 Penalty: 4583.278809
	Iteration 47Q: 3 clusters Score -1080601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1080611.875000 Penalty: 4583.278809
	Iteration 48Q: 3 clusters Score -1080612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1080625.625000 Penalty: 4583.278809
	Iteration 49Q: 3 clusters Score -1080626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1080647.375000 Penalty: 4583.278809
	Iteration 50Q: 3 clusters Score -1080647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1080665.500000 Penalty: 4583.278809
	Iteration 51Q: 3 clusters Score -1080666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1080678.750000 Penalty: 4583.278809
	Iteration 52Q: 3 clusters Score -1080679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1080694.250000 Penalty: 4583.278809
	Iteration 53Q: 3 clusters Score -1080694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1080707.875000 Penalty: 4583.278809
	Iteration 54Q: 3 clusters Score -1080708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1080714.000000 Penalty: 4583.278809
	Iteration 55Q: 3 clusters Score -1080714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1080730.125000 Penalty: 4583.278809
	Iteration 56Q: 3 clusters Score -1080730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1080739.750000 Penalty: 4583.278809
	Iteration 57Q: 3 clusters Score -1080740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1080749.625000 Penalty: 4583.278809
	Iteration 58Q: 3 clusters Score -1080750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1080765.250000 Penalty: 4583.278809
	Iteration 59Q: 3 clusters Score -1080765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1080782.000000 Penalty: 4583.278809
	Iteration 60F: 3 clusters Score -1080782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1080793.000000 Penalty: 4583.278809
	Iteration 61Q: 3 clusters Score -1080793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1080806.250000 Penalty: 4583.278809
	Iteration 62Q: 3 clusters Score -1080806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1080822.250000 Penalty: 4583.278809
	Iteration 63Q: 3 clusters Score -1080822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1080844.500000 Penalty: 4583.278809
	Iteration 64Q: 3 clusters Score -1080844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1080862.125000 Penalty: 4583.278809
	Iteration 65Q: 3 clusters Score -1080862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1080881.500000 Penalty: 4583.278809
	Iteration 66Q: 3 clusters Score -1080882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1080894.625000 Penalty: 4583.278809
	Iteration 67Q: 3 clusters Score -1080895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1080899.875000 Penalty: 4583.278809
	Iteration 68Q: 3 clusters Score -1080900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1080906.500000 Penalty: 4583.278809
	Iteration 69Q: 3 clusters Score -1080906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1080912.250000 Penalty: 4583.278809
	Iteration 70Q: 3 clusters Score -1080912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1080916.000000 Penalty: 4583.278809
	Iteration 71Q: 3 clusters Score -1080916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1080922.000000 Penalty: 4583.278809
	Iteration 72Q: 3 clusters Score -1080922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1080927.375000 Penalty: 4583.278809
	Iteration 73Q: 3 clusters Score -1080927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1080932.625000 Penalty: 4583.278809
	Iteration 74Q: 3 clusters Score -1080933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1080939.250000 Penalty: 4583.278809
	Iteration 75Q: 3 clusters Score -1080939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1080942.625000 Penalty: 4583.278809
	Iteration 76Q: 3 clusters Score -1080943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1080943.750000 Penalty: 4583.278809
	Iteration 77Q: 3 clusters Score -1080944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1080945.000000 Penalty: 4583.278809
	Iteration 78Q: 3 clusters Score -1080945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1080946.875000 Penalty: 4583.278809
	Iteration 79Q: 3 clusters Score -1080947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1080947.250000 Penalty: 4583.278809
	Iteration 80F: 3 clusters Score -1080947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1080947.250000 Penalty: 4583.278809
	Iteration 81Q: 3 clusters Score -1080947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1080949.875000 Penalty: 4583.278809
	Iteration 82Q: 3 clusters Score -1080950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1080955.375000 Penalty: 4583.278809
	Iteration 83Q: 3 clusters Score -1080955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1080957.125000 Penalty: 4583.278809
	Iteration 84Q: 3 clusters Score -1080957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1080958.250000 Penalty: 4583.278809
	Iteration 85Q: 3 clusters Score -1080958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1080960.625000 Penalty: 4583.278809
	Iteration 86Q: 3 clusters Score -1080961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1080962.500000 Penalty: 4583.278809
	Iteration 87Q: 3 clusters Score -1080962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1080967.625000 Penalty: 4583.278809
	Iteration 88Q: 3 clusters Score -1080968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1080971.375000 Penalty: 4583.278809
	Iteration 89Q: 3 clusters Score -1080971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1080976.125000 Penalty: 4583.278809
	Iteration 90Q: 3 clusters Score -1080976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1080987.625000 Penalty: 4583.278809
	Iteration 91Q: 3 clusters Score -1080988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1080989.625000 Penalty: 4583.278809
	Iteration 92Q: 3 clusters Score -1080990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1081001.250000 Penalty: 4583.278809
	Iteration 93Q: 3 clusters Score -1081001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1081006.125000 Penalty: 4583.278809
	Iteration 94Q: 3 clusters Score -1081006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1081010.875000 Penalty: 4583.278809
	Iteration 95Q: 3 clusters Score -1081011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1081018.125000 Penalty: 4583.278809
	Iteration 96Q: 3 clusters Score -1081018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1081022.500000 Penalty: 4583.278809
	Iteration 97Q: 3 clusters Score -1081022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1081027.375000 Penalty: 4583.278809
	Iteration 98Q: 3 clusters Score -1081027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1081033.625000 Penalty: 4583.278809
	Iteration 99Q: 3 clusters Score -1081034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1081034.875000 Penalty: 4583.278809
	Iteration 100F: 3 clusters Score -1081035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1081034.000000 Penalty: 4583.278809
	Iteration 101Q: 3 clusters Score -1081034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1081036.500000 Penalty: 4583.278809
	Iteration 102Q: 3 clusters Score -1081036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1081034.500000 Penalty: 4583.278809
	Iteration 103Q: 3 clusters Score -1081034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1081036.375000 Penalty: 4583.278809
	Iteration 104Q: 3 clusters Score -1081036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1081038.250000 Penalty: 4583.278809
	Iteration 105Q: 3 clusters Score -1081038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1081039.000000 Penalty: 4583.278809
	Iteration 106Q: 3 clusters Score -1081039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1081038.250000 Penalty: 4583.278809
	Iteration 107Q: 3 clusters Score -1081038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1081040.375000 Penalty: 4583.278809
	Iteration 108Q: 3 clusters Score -1081040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1081044.375000 Penalty: 4583.278809
	Iteration 109Q: 3 clusters Score -1081044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1081043.000000 Penalty: 4583.278809
	Iteration 110Q: 3 clusters Score -1081043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1081044.625000 Penalty: 4583.278809
	Iteration 111Q: 3 clusters Score -1081045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1081048.250000 Penalty: 4583.278809
	Iteration 112Q: 3 clusters Score -1081048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1081048.625000 Penalty: 4583.278809
	Iteration 113Q: 3 clusters Score -1081049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1081050.625000 Penalty: 4583.278809
	Iteration 114Q: 3 clusters Score -1081051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1081050.625000 Penalty: 4583.278809
	Iteration 115Q: 3 clusters Score -1081051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1081051.000000 Penalty: 4583.278809
	Iteration 116Q: 3 clusters Score -1081051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1081051.375000 Penalty: 4583.278809
	Iteration 117Q: 3 clusters Score -1081051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1081051.500000 Penalty: 4583.278809
	Iteration 118Q: 3 clusters Score -1081052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1081051.500000 Penalty: 4583.278809
	Iteration 119F: 3 clusters Score -1081052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -417682.437500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -417682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -414057.500000 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -414057.5 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -414932.562500 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -414932.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -415207.156250 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -415207.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -415463.031250 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -415463 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -415681.468750 Penalty: 4071.006348
	Iteration 4F: 3 clusters Score -415681.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -415850.562500 Penalty: 4071.006348
	Iteration 5F: 3 clusters Score -415850.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -416001.218750 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -416001.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -416115.062500 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -416115.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -416190.781250 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -416190.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -416277.000000 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -416277 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -416337.750000 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -416337.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -416378.500000 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -416378.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -416401.343750 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -416401.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -416414.406250 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -416414.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -416425.062500 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -416425.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -416435.500000 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -416435.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -416445.000000 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -416445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -416450.250000 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -416450.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -416455.312500 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -416455.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -416458.750000 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -416458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -416460.500000 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -416460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -416460.906250 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -416460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -416460.906250 Penalty: 4071.006348
	Iteration 22F: 3 clusters Score -416460.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (186607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186607 members 
Entering Unmasked Estep 
Score: -22029806.000000 Penalty: 3009.916504
	Iteration 0F: 2 clusters Score -2.202981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -21907402.000000 Penalty: 6019.833008
	Iteration 0F: 3 clusters Score -2.19074e+07 nChanged 89547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -21960306.000000 Penalty: 6019.833008
	Iteration 1F: 3 clusters Score -2.196031e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
Score: -21961908.000000 Penalty: 6019.833008
	Iteration 2Q: 3 clusters Score -2.196191e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 99453 members 
Entering Unmasked Estep 
Score: -21964066.000000 Penalty: 6019.833008
	Iteration 3Q: 3 clusters Score -2.196407e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 103191 members 
Entering Unmasked Estep 
Score: -21967070.000000 Penalty: 6019.833008
	Iteration 4Q: 3 clusters Score -2.196707e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 108600 members 
Entering Unmasked Estep 
Score: -21971382.000000 Penalty: 6019.833008
	Iteration 5F: 3 clusters Score -2.197138e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 115929 members 
Entering Unmasked Estep 
Score: -21976880.000000 Penalty: 6019.833008
	Iteration 6F: 3 clusters Score -2.197688e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 124580 members 
Entering Unmasked Estep 
Score: -21983130.000000 Penalty: 6019.833008
	Iteration 7F: 3 clusters Score -2.198313e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 133886 members 
Entering Unmasked Estep 
Score: -21989440.000000 Penalty: 6019.833008
	Iteration 8F: 3 clusters Score -2.198944e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 143422 members 
Entering Unmasked Estep 
Score: -21996364.000000 Penalty: 6019.833008
	Iteration 9F: 3 clusters Score -2.199636e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 152611 members 
Entering Unmasked Estep 
Score: -22003238.000000 Penalty: 6019.833008
	Iteration 10F: 3 clusters Score -2.200324e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 161007 members 
Entering Unmasked Estep 
Score: -22010486.000000 Penalty: 6019.833008
	Iteration 11Q: 3 clusters Score -2.201049e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 167810 members 
Entering Unmasked Estep 
Score: -22016602.000000 Penalty: 6019.833008
	Iteration 12Q: 3 clusters Score -2.20166e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 172539 members 
Entering Unmasked Estep 
Score: -22020926.000000 Penalty: 6019.833008
	Iteration 13Q: 3 clusters Score -2.202093e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 175386 members 
Entering Unmasked Estep 
Score: -22023190.000000 Penalty: 6019.833008
	Iteration 14Q: 3 clusters Score -2.202319e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 177312 members 
Entering Unmasked Estep 
Score: -22024660.000000 Penalty: 6019.833008
	Iteration 15Q: 3 clusters Score -2.202466e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 178772 members 
Entering Unmasked Estep 
Score: -22025620.000000 Penalty: 6019.833008
	Iteration 16Q: 3 clusters Score -2.202562e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 179864 members 
Entering Unmasked Estep 
Score: -22026228.000000 Penalty: 6019.833008
	Iteration 17Q: 3 clusters Score -2.202623e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 180743 members 
Entering Unmasked Estep 
Score: -22026698.000000 Penalty: 6019.833008
	Iteration 18Q: 3 clusters Score -2.20267e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 181422 members 
Entering Unmasked Estep 
Score: -22027116.000000 Penalty: 6019.833008
	Iteration 19Q: 3 clusters Score -2.202712e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 181984 members 
Entering Unmasked Estep 
Score: -22027542.000000 Penalty: 6019.833008
	Iteration 20F: 3 clusters Score -2.202754e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 182415 members 
Entering Unmasked Estep 
Score: -22027762.000000 Penalty: 6019.833008
	Iteration 21Q: 3 clusters Score -2.202776e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 182754 members 
Entering Unmasked Estep 
Score: -22027814.000000 Penalty: 6019.833008
	Iteration 22Q: 3 clusters Score -2.202781e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 183044 members 
Entering Unmasked Estep 
Score: -22027950.000000 Penalty: 6019.833008
	Iteration 23Q: 3 clusters Score -2.202795e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 183275 members 
Entering Unmasked Estep 
Score: -22028026.000000 Penalty: 6019.833008
	Iteration 24Q: 3 clusters Score -2.202803e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 183479 members 
Entering Unmasked Estep 
Score: -22028106.000000 Penalty: 6019.833008
	Iteration 25Q: 3 clusters Score -2.202811e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 183654 members 
Entering Unmasked Estep 
Score: -22028194.000000 Penalty: 6019.833008
	Iteration 26Q: 3 clusters Score -2.202819e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 183793 members 
Entering Unmasked Estep 
Score: -22028208.000000 Penalty: 6019.833008
	Iteration 27Q: 3 clusters Score -2.202821e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 183900 members 
Entering Unmasked Estep 
Score: -22028214.000000 Penalty: 6019.833008
	Iteration 28Q: 3 clusters Score -2.202821e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 183982 members 
Entering Unmasked Estep 
Score: -22028248.000000 Penalty: 6019.833008
	Iteration 29Q: 3 clusters Score -2.202825e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 184053 members 
Entering Unmasked Estep 
Score: -22028274.000000 Penalty: 6019.833008
	Iteration 30Q: 3 clusters Score -2.202827e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 184132 members 
Entering Unmasked Estep 
Score: -22028302.000000 Penalty: 6019.833008
	Iteration 31Q: 3 clusters Score -2.20283e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -22028304.000000 Penalty: 6019.833008
	Iteration 32Q: 3 clusters Score -2.20283e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 184237 members 
Entering Unmasked Estep 
Score: -22028380.000000 Penalty: 6019.833008
	Iteration 33Q: 3 clusters Score -2.202838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 184274 members 
Entering Unmasked Estep 
Score: -22028374.000000 Penalty: 6019.833008
	Iteration 34Q: 3 clusters Score -2.202837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 184307 members 
Entering Unmasked Estep 
Score: -22028362.000000 Penalty: 6019.833008
	Iteration 35Q: 3 clusters Score -2.202836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 184345 members 
Entering Unmasked Estep 
Score: -22028380.000000 Penalty: 6019.833008
	Iteration 36Q: 3 clusters Score -2.202838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 184380 members 
Entering Unmasked Estep 
Score: -22028394.000000 Penalty: 6019.833008
	Iteration 37Q: 3 clusters Score -2.202839e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 184416 members 
Entering Unmasked Estep 
Score: -22028394.000000 Penalty: 6019.833008
	Iteration 38Q: 3 clusters Score -2.202839e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 184442 members 
Entering Unmasked Estep 
Score: -22028392.000000 Penalty: 6019.833008
	Iteration 39Q: 3 clusters Score -2.202839e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 184460 members 
Entering Unmasked Estep 
Score: -22028384.000000 Penalty: 6019.833008
	Iteration 40F: 3 clusters Score -2.202838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 184483 members 
Entering Unmasked Estep 
Score: -22028408.000000 Penalty: 6019.833008
	Iteration 41Q: 3 clusters Score -2.202841e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 184494 members 
Entering Unmasked Estep 
Score: -22028390.000000 Penalty: 6019.833008
	Iteration 42Q: 3 clusters Score -2.202839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 184502 members 
Entering Unmasked Estep 
Score: -22028402.000000 Penalty: 6019.833008
	Iteration 43Q: 3 clusters Score -2.20284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 184515 members 
Entering Unmasked Estep 
Score: -22028420.000000 Penalty: 6019.833008
	Iteration 44Q: 3 clusters Score -2.202842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 184528 members 
Entering Unmasked Estep 
Score: -22028404.000000 Penalty: 6019.833008
	Iteration 45Q: 3 clusters Score -2.20284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 184541 members 
Entering Unmasked Estep 
Score: -22028420.000000 Penalty: 6019.833008
	Iteration 46Q: 3 clusters Score -2.202842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 184547 members 
Entering Unmasked Estep 
Score: -22028438.000000 Penalty: 6019.833008
	Iteration 47Q: 3 clusters Score -2.202844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 184549 members 
Entering Unmasked Estep 
Score: -22028420.000000 Penalty: 6019.833008
	Iteration 48Q: 3 clusters Score -2.202842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 184550 members 
Entering Unmasked Estep 
Score: -22028448.000000 Penalty: 6019.833008
	Iteration 49Q: 3 clusters Score -2.202845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 184556 members 
Entering Unmasked Estep 
Score: -22028434.000000 Penalty: 6019.833008
	Iteration 50Q: 3 clusters Score -2.202843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 184559 members 
Entering Unmasked Estep 
Score: -22028446.000000 Penalty: 6019.833008
	Iteration 51Q: 3 clusters Score -2.202845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 184560 members 
Entering Unmasked Estep 
Score: -22028444.000000 Penalty: 6019.833008
	Iteration 52Q: 3 clusters Score -2.202844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 184563 members 
Entering Unmasked Estep 
Score: -22028446.000000 Penalty: 6019.833008
	Iteration 53Q: 3 clusters Score -2.202845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 184564 members 
Entering Unmasked Estep 
Score: -22028460.000000 Penalty: 6019.833008
	Iteration 54Q: 3 clusters Score -2.202846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 184565 members 
Entering Unmasked Estep 
Score: -22028450.000000 Penalty: 6019.833008
	Iteration 55Q: 3 clusters Score -2.202845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 184565 members 
Entering Unmasked Estep 
Score: -22028450.000000 Penalty: 6019.833008
	Iteration 56F: 3 clusters Score -2.202845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Entering Unmasked Estep 
Score: -996027.750000 Penalty: 2249.855469
	Iteration 0F: 2 clusters Score -996027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -989132.812500 Penalty: 4499.710938
	Iteration 0F: 3 clusters Score -989132.8 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -991146.562500 Penalty: 4499.710938
	Iteration 1F: 3 clusters Score -991146.6 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -991549.375000 Penalty: 4499.710938
	Iteration 2F: 3 clusters Score -991549.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -991978.062500 Penalty: 4499.710938
	Iteration 3F: 3 clusters Score -991978.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -992514.375000 Penalty: 4499.710938
	Iteration 4F: 3 clusters Score -992514.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -993112.500000 Penalty: 4499.710938
	Iteration 5F: 3 clusters Score -993112.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -993689.312500 Penalty: 4499.710938
	Iteration 6F: 3 clusters Score -993689.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -994175.375000 Penalty: 4499.710938
	Iteration 7F: 3 clusters Score -994175.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -994526.562500 Penalty: 4499.710938
	Iteration 8F: 3 clusters Score -994526.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -994771.000000 Penalty: 4499.710938
	Iteration 9Q: 3 clusters Score -994771 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -994956.062500 Penalty: 4499.710938
	Iteration 10Q: 3 clusters Score -994956.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -995069.500000 Penalty: 4499.710938
	Iteration 11Q: 3 clusters Score -995069.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -995159.562500 Penalty: 4499.710938
	Iteration 12Q: 3 clusters Score -995159.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -995240.750000 Penalty: 4499.710938
	Iteration 13Q: 3 clusters Score -995240.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -995319.875000 Penalty: 4499.710938
	Iteration 14Q: 3 clusters Score -995319.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -995390.250000 Penalty: 4499.710938
	Iteration 15Q: 3 clusters Score -995390.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -995458.000000 Penalty: 4499.710938
	Iteration 16Q: 3 clusters Score -995458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -995506.562500 Penalty: 4499.710938
	Iteration 17Q: 3 clusters Score -995506.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -995542.312500 Penalty: 4499.710938
	Iteration 18Q: 3 clusters Score -995542.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -995579.687500 Penalty: 4499.710938
	Iteration 19Q: 3 clusters Score -995579.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -995615.812500 Penalty: 4499.710938
	Iteration 20F: 3 clusters Score -995615.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -995639.437500 Penalty: 4499.710938
	Iteration 21Q: 3 clusters Score -995639.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -995657.625000 Penalty: 4499.710938
	Iteration 22Q: 3 clusters Score -995657.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -995669.250000 Penalty: 4499.710938
	Iteration 23Q: 3 clusters Score -995669.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -995676.437500 Penalty: 4499.710938
	Iteration 24Q: 3 clusters Score -995676.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -995684.437500 Penalty: 4499.710938
	Iteration 25Q: 3 clusters Score -995684.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -995690.437500 Penalty: 4499.710938
	Iteration 26Q: 3 clusters Score -995690.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -995695.062500 Penalty: 4499.710938
	Iteration 27Q: 3 clusters Score -995695.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -995697.625000 Penalty: 4499.710938
	Iteration 28Q: 3 clusters Score -995697.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -995698.937500 Penalty: 4499.710938
	Iteration 29Q: 3 clusters Score -995698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -995700.312500 Penalty: 4499.710938
	Iteration 30Q: 3 clusters Score -995700.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -995701.500000 Penalty: 4499.710938
	Iteration 31Q: 3 clusters Score -995701.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -995704.312500 Penalty: 4499.710938
	Iteration 32Q: 3 clusters Score -995704.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -995704.875000 Penalty: 4499.710938
	Iteration 33Q: 3 clusters Score -995704.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -995708.812500 Penalty: 4499.710938
	Iteration 34Q: 3 clusters Score -995708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -995706.687500 Penalty: 4499.710938
	Iteration 35Q: 3 clusters Score -995706.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -995709.312500 Penalty: 4499.710938
	Iteration 36Q: 3 clusters Score -995709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -995711.562500 Penalty: 4499.710938
	Iteration 37Q: 3 clusters Score -995711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -995711.000000 Penalty: 4499.710938
	Iteration 38Q: 3 clusters Score -995711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -995710.875000 Penalty: 4499.710938
	Iteration 39Q: 3 clusters Score -995710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -995711.562500 Penalty: 4499.710938
	Iteration 40F: 3 clusters Score -995711.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -995713.187500 Penalty: 4499.710938
	Iteration 41Q: 3 clusters Score -995713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -995713.312500 Penalty: 4499.710938
	Iteration 42Q: 3 clusters Score -995713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -995714.562500 Penalty: 4499.710938
	Iteration 43Q: 3 clusters Score -995714.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -995717.562500 Penalty: 4499.710938
	Iteration 44Q: 3 clusters Score -995717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -995717.562500 Penalty: 4499.710938
	Iteration 45Q: 3 clusters Score -995717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -995717.375000 Penalty: 4499.710938
	Iteration 46Q: 3 clusters Score -995717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -995717.375000 Penalty: 4499.710938
	Iteration 47F: 3 clusters Score -995717.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -282476.468750 Penalty: 1932.297729
	Iteration 0F: 2 clusters Score -282476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -279563.718750 Penalty: 3864.595459
	Iteration 0F: 3 clusters Score -279563.7 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -280068.906250 Penalty: 3864.595459
	Iteration 1F: 3 clusters Score -280068.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -280194.625000 Penalty: 3864.595459
	Iteration 2F: 3 clusters Score -280194.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -280293.968750 Penalty: 3864.595459
	Iteration 3Q: 3 clusters Score -280294 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -280370.531250 Penalty: 3864.595459
	Iteration 4Q: 3 clusters Score -280370.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -280424.875000 Penalty: 3864.595459
	Iteration 5Q: 3 clusters Score -280424.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -280468.375000 Penalty: 3864.595459
	Iteration 6Q: 3 clusters Score -280468.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -280503.562500 Penalty: 3864.595459
	Iteration 7Q: 3 clusters Score -280503.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -280531.687500 Penalty: 3864.595459
	Iteration 8Q: 3 clusters Score -280531.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -280556.625000 Penalty: 3864.595459
	Iteration 9Q: 3 clusters Score -280556.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -280582.218750 Penalty: 3864.595459
	Iteration 10Q: 3 clusters Score -280582.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -280609.187500 Penalty: 3864.595459
	Iteration 11Q: 3 clusters Score -280609.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -280637.500000 Penalty: 3864.595459
	Iteration 12Q: 3 clusters Score -280637.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -280672.062500 Penalty: 3864.595459
	Iteration 13Q: 3 clusters Score -280672.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -280701.625000 Penalty: 3864.595459
	Iteration 14Q: 3 clusters Score -280701.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -280721.093750 Penalty: 3864.595459
	Iteration 15Q: 3 clusters Score -280721.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -280740.687500 Penalty: 3864.595459
	Iteration 16Q: 3 clusters Score -280740.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -280753.781250 Penalty: 3864.595459
	Iteration 17Q: 3 clusters Score -280753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -280758.218750 Penalty: 3864.595459
	Iteration 18Q: 3 clusters Score -280758.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -280763.625000 Penalty: 3864.595459
	Iteration 19Q: 3 clusters Score -280763.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -280771.500000 Penalty: 3864.595459
	Iteration 20F: 3 clusters Score -280771.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -280782.375000 Penalty: 3864.595459
	Iteration 21Q: 3 clusters Score -280782.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -280793.968750 Penalty: 3864.595459
	Iteration 22Q: 3 clusters Score -280794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -280806.031250 Penalty: 3864.595459
	Iteration 23Q: 3 clusters Score -280806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -280813.687500 Penalty: 3864.595459
	Iteration 24Q: 3 clusters Score -280813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -280826.656250 Penalty: 3864.595459
	Iteration 25Q: 3 clusters Score -280826.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -280835.437500 Penalty: 3864.595459
	Iteration 26Q: 3 clusters Score -280835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -280838.000000 Penalty: 3864.595459
	Iteration 27Q: 3 clusters Score -280838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -280841.281250 Penalty: 3864.595459
	Iteration 28Q: 3 clusters Score -280841.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -280843.875000 Penalty: 3864.595459
	Iteration 29Q: 3 clusters Score -280843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -280843.875000 Penalty: 3864.595459
	Iteration 30F: 3 clusters Score -280843.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (41390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Entering Unmasked Estep 
Score: -4484248.500000 Penalty: 2636.437012
	Iteration 0F: 2 clusters Score -4484248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4456293.500000 Penalty: 5272.874023
	Iteration 0F: 3 clusters Score -4456294 nChanged 19018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4466867.500000 Penalty: 5272.874023
	Iteration 1F: 3 clusters Score -4466868 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -4467732.500000 Penalty: 5272.874023
	Iteration 2F: 3 clusters Score -4467732 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -4468688.000000 Penalty: 5272.874023
	Iteration 3F: 3 clusters Score -4468688 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4469744.000000 Penalty: 5272.874023
	Iteration 4F: 3 clusters Score -4469744 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -4470846.000000 Penalty: 5272.874023
	Iteration 5F: 3 clusters Score -4470846 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -4472157.000000 Penalty: 5272.874023
	Iteration 6F: 3 clusters Score -4472157 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4473761.500000 Penalty: 5272.874023
	Iteration 7F: 3 clusters Score -4473762 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -4475522.500000 Penalty: 5272.874023
	Iteration 8F: 3 clusters Score -4475522 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4477170.500000 Penalty: 5272.874023
	Iteration 9F: 3 clusters Score -4477170 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -4478469.500000 Penalty: 5272.874023
	Iteration 10Q: 3 clusters Score -4478470 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -4479569.500000 Penalty: 5272.874023
	Iteration 11Q: 3 clusters Score -4479570 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4480422.000000 Penalty: 5272.874023
	Iteration 12Q: 3 clusters Score -4480422 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -4481048.500000 Penalty: 5272.874023
	Iteration 13Q: 3 clusters Score -4481048 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4481546.000000 Penalty: 5272.874023
	Iteration 14Q: 3 clusters Score -4481546 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4481909.000000 Penalty: 5272.874023
	Iteration 15Q: 3 clusters Score -4481909 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4482182.500000 Penalty: 5272.874023
	Iteration 16Q: 3 clusters Score -4482182 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4482359.500000 Penalty: 5272.874023
	Iteration 17Q: 3 clusters Score -4482360 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4482483.000000 Penalty: 5272.874023
	Iteration 18Q: 3 clusters Score -4482483 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4482585.000000 Penalty: 5272.874023
	Iteration 19Q: 3 clusters Score -4482585 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4482694.500000 Penalty: 5272.874023
	Iteration 20F: 3 clusters Score -4482694 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4482812.500000 Penalty: 5272.874023
	Iteration 21Q: 3 clusters Score -4482812 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4482894.500000 Penalty: 5272.874023
	Iteration 22Q: 3 clusters Score -4482894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4482942.000000 Penalty: 5272.874023
	Iteration 23Q: 3 clusters Score -4482942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4482959.000000 Penalty: 5272.874023
	Iteration 24Q: 3 clusters Score -4482959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4482977.000000 Penalty: 5272.874023
	Iteration 25Q: 3 clusters Score -4482977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4482987.000000 Penalty: 5272.874023
	Iteration 26Q: 3 clusters Score -4482987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4482992.500000 Penalty: 5272.874023
	Iteration 27Q: 3 clusters Score -4482992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4482997.000000 Penalty: 5272.874023
	Iteration 28Q: 3 clusters Score -4482997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4482999.500000 Penalty: 5272.874023
	Iteration 29Q: 3 clusters Score -4483000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4482996.000000 Penalty: 5272.874023
	Iteration 30Q: 3 clusters Score -4482996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4483002.000000 Penalty: 5272.874023
	Iteration 31Q: 3 clusters Score -4483002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4483000.500000 Penalty: 5272.874023
	Iteration 32Q: 3 clusters Score -4483000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4482999.000000 Penalty: 5272.874023
	Iteration 33Q: 3 clusters Score -4482999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4482999.000000 Penalty: 5272.874023
	Iteration 34F: 3 clusters Score -4482999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -81306.648438 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -81306.65 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 451 members 
Entering Unmasked Estep 
Score: -79595.945312 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -79595.95 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80112.140625 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -80112.14 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80462.367188 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -80462.37 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80782.570312 Penalty: 3359.447754
	Iteration 3F: 3 clusters Score -80782.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81008.968750 Penalty: 3359.447754
	Iteration 4F: 3 clusters Score -81008.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81216.890625 Penalty: 3359.447754
	Iteration 5Q: 3 clusters Score -81216.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81349.664062 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -81349.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81431.460938 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -81431.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -81487.187500 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -81487.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -81539.992188 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -81539.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81579.601562 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -81579.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81599.445312 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -81599.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81624.406250 Penalty: 3359.447754
	Iteration 12Q: 3 clusters Score -81624.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81656.109375 Penalty: 3359.447754
	Iteration 13Q: 3 clusters Score -81656.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -81679.312500 Penalty: 3359.447754
	Iteration 14Q: 3 clusters Score -81679.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -81693.632812 Penalty: 3359.447754
	Iteration 15Q: 3 clusters Score -81693.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -81697.492188 Penalty: 3359.447754
	Iteration 16F: 3 clusters Score -81697.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81717.070312 Penalty: 3359.447754
	Iteration 17Q: 3 clusters Score -81717.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -81773.718750 Penalty: 3359.447754
	Iteration 18Q: 3 clusters Score -81773.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -81892.046875 Penalty: 3359.447754
	Iteration 19Q: 3 clusters Score -81892.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -81945.234375 Penalty: 3359.447754
	Iteration 20F: 3 clusters Score -81945.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81960.093750 Penalty: 3359.447754
	Iteration 21Q: 3 clusters Score -81960.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81983.000000 Penalty: 3359.447754
	Iteration 22Q: 3 clusters Score -81983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -81993.023438 Penalty: 3359.447754
	Iteration 23Q: 3 clusters Score -81993.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -81993.023438 Penalty: 3359.447754
	Iteration 24F: 3 clusters Score -81993.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 329 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 61 contains 545 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
Score: -133769824.000000 Penalty: 225349.328125
Splitting cluster 41 changes total score from -133770944.000000 to -133769824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (7941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Entering Unmasked Estep 
Score: -911777.375000 Penalty: 2226.989014
	Iteration 0F: 2 clusters Score -911777.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -905382.375000 Penalty: 4453.978027
	Iteration 0F: 3 clusters Score -905382.4 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -907113.062500 Penalty: 4453.978027
	Iteration 1F: 3 clusters Score -907113.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -907404.687500 Penalty: 4453.978027
	Iteration 2F: 3 clusters Score -907404.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -907633.375000 Penalty: 4453.978027
	Iteration 3F: 3 clusters Score -907633.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -907850.250000 Penalty: 4453.978027
	Iteration 4Q: 3 clusters Score -907850.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -908073.687500 Penalty: 4453.978027
	Iteration 5Q: 3 clusters Score -908073.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -908275.687500 Penalty: 4453.978027
	Iteration 6Q: 3 clusters Score -908275.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -908484.250000 Penalty: 4453.978027
	Iteration 7Q: 3 clusters Score -908484.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -908697.312500 Penalty: 4453.978027
	Iteration 8Q: 3 clusters Score -908697.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -908891.187500 Penalty: 4453.978027
	Iteration 9Q: 3 clusters Score -908891.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -909074.875000 Penalty: 4453.978027
	Iteration 10Q: 3 clusters Score -909074.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -909265.812500 Penalty: 4453.978027
	Iteration 11Q: 3 clusters Score -909265.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -909435.312500 Penalty: 4453.978027
	Iteration 12Q: 3 clusters Score -909435.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -909565.812500 Penalty: 4453.978027
	Iteration 13Q: 3 clusters Score -909565.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -909664.750000 Penalty: 4453.978027
	Iteration 14Q: 3 clusters Score -909664.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -909723.625000 Penalty: 4453.978027
	Iteration 15Q: 3 clusters Score -909723.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -909774.312500 Penalty: 4453.978027
	Iteration 16Q: 3 clusters Score -909774.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -909806.562500 Penalty: 4453.978027
	Iteration 17Q: 3 clusters Score -909806.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -909830.625000 Penalty: 4453.978027
	Iteration 18Q: 3 clusters Score -909830.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -909845.875000 Penalty: 4453.978027
	Iteration 19Q: 3 clusters Score -909845.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -909860.562500 Penalty: 4453.978027
	Iteration 20F: 3 clusters Score -909860.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -909876.375000 Penalty: 4453.978027
	Iteration 21Q: 3 clusters Score -909876.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -909886.750000 Penalty: 4453.978027
	Iteration 22Q: 3 clusters Score -909886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -909892.000000 Penalty: 4453.978027
	Iteration 23Q: 3 clusters Score -909892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -909895.687500 Penalty: 4453.978027
	Iteration 24Q: 3 clusters Score -909895.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -909898.125000 Penalty: 4453.978027
	Iteration 25Q: 3 clusters Score -909898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -909904.750000 Penalty: 4453.978027
	Iteration 26Q: 3 clusters Score -909904.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -909911.687500 Penalty: 4453.978027
	Iteration 27Q: 3 clusters Score -909911.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -909918.687500 Penalty: 4453.978027
	Iteration 28Q: 3 clusters Score -909918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -909919.812500 Penalty: 4453.978027
	Iteration 29Q: 3 clusters Score -909919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -909921.250000 Penalty: 4453.978027
	Iteration 30Q: 3 clusters Score -909921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -909921.687500 Penalty: 4453.978027
	Iteration 31Q: 3 clusters Score -909921.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -909923.562500 Penalty: 4453.978027
	Iteration 32Q: 3 clusters Score -909923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -909926.625000 Penalty: 4453.978027
	Iteration 33Q: 3 clusters Score -909926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -909927.000000 Penalty: 4453.978027
	Iteration 34Q: 3 clusters Score -909927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -909925.875000 Penalty: 4453.978027
	Iteration 35Q: 3 clusters Score -909925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -909927.375000 Penalty: 4453.978027
	Iteration 36Q: 3 clusters Score -909927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -909927.000000 Penalty: 4453.978027
	Iteration 37Q: 3 clusters Score -909927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -909927.875000 Penalty: 4453.978027
	Iteration 38Q: 3 clusters Score -909927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -909927.875000 Penalty: 4453.978027
	Iteration 39F: 3 clusters Score -909927.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -47090.230469 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -47090.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45795.953125 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -45795.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45930.144531 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -45930.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45982.269531 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -45982.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46047.562500 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -46047.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46083.925781 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -46083.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46130.042969 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -46130.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46180.652344 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -46180.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46227.785156 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -46227.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46259.269531 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -46259.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46363.738281 Penalty: 2895.514160
	Iteration 9Q: 3 clusters Score -46363.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46408.671875 Penalty: 2895.514160
	Iteration 10Q: 3 clusters Score -46408.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46423.667969 Penalty: 2895.514160
	Iteration 11Q: 3 clusters Score -46423.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46445.000000 Penalty: 2895.514160
	Iteration 12Q: 3 clusters Score -46445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46462.441406 Penalty: 2895.514160
	Iteration 13Q: 3 clusters Score -46462.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46478.156250 Penalty: 2895.514160
	Iteration 14Q: 3 clusters Score -46478.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46499.773438 Penalty: 2895.514160
	Iteration 15Q: 3 clusters Score -46499.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46522.648438 Penalty: 2895.514160
	Iteration 16Q: 3 clusters Score -46522.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46536.968750 Penalty: 2895.514160
	Iteration 17Q: 3 clusters Score -46536.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46554.175781 Penalty: 2895.514160
	Iteration 18Q: 3 clusters Score -46554.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46560.308594 Penalty: 2895.514160
	Iteration 19Q: 3 clusters Score -46560.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46560.308594 Penalty: 2895.514160
	Iteration 20F: 3 clusters Score -46560.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -312859.750000 Penalty: 1954.064331
	Iteration 0F: 2 clusters Score -312859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -309866.718750 Penalty: 3908.128662
	Iteration 0F: 3 clusters Score -309866.7 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -310488.875000 Penalty: 3908.128662
	Iteration 1F: 3 clusters Score -310488.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -310650.531250 Penalty: 3908.128662
	Iteration 2F: 3 clusters Score -310650.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -310745.468750 Penalty: 3908.128662
	Iteration 3Q: 3 clusters Score -310745.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -310824.531250 Penalty: 3908.128662
	Iteration 4Q: 3 clusters Score -310824.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -310868.656250 Penalty: 3908.128662
	Iteration 5Q: 3 clusters Score -310868.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -310904.687500 Penalty: 3908.128662
	Iteration 6Q: 3 clusters Score -310904.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -310936.000000 Penalty: 3908.128662
	Iteration 7Q: 3 clusters Score -310936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -310959.500000 Penalty: 3908.128662
	Iteration 8Q: 3 clusters Score -310959.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -310989.281250 Penalty: 3908.128662
	Iteration 9Q: 3 clusters Score -310989.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -311022.406250 Penalty: 3908.128662
	Iteration 10Q: 3 clusters Score -311022.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -311053.625000 Penalty: 3908.128662
	Iteration 11Q: 3 clusters Score -311053.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -311079.875000 Penalty: 3908.128662
	Iteration 12Q: 3 clusters Score -311079.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -311093.031250 Penalty: 3908.128662
	Iteration 13Q: 3 clusters Score -311093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -311115.500000 Penalty: 3908.128662
	Iteration 14Q: 3 clusters Score -311115.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -311138.562500 Penalty: 3908.128662
	Iteration 15Q: 3 clusters Score -311138.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -311156.156250 Penalty: 3908.128662
	Iteration 16Q: 3 clusters Score -311156.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -311174.062500 Penalty: 3908.128662
	Iteration 17Q: 3 clusters Score -311174.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -311194.250000 Penalty: 3908.128662
	Iteration 18Q: 3 clusters Score -311194.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -311208.781250 Penalty: 3908.128662
	Iteration 19Q: 3 clusters Score -311208.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -311218.281250 Penalty: 3908.128662
	Iteration 20F: 3 clusters Score -311218.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -311225.656250 Penalty: 3908.128662
	Iteration 21Q: 3 clusters Score -311225.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -311234.937500 Penalty: 3908.128662
	Iteration 22Q: 3 clusters Score -311234.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -311247.281250 Penalty: 3908.128662
	Iteration 23Q: 3 clusters Score -311247.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -311258.406250 Penalty: 3908.128662
	Iteration 24Q: 3 clusters Score -311258.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -311271.500000 Penalty: 3908.128662
	Iteration 25Q: 3 clusters Score -311271.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -311284.593750 Penalty: 3908.128662
	Iteration 26Q: 3 clusters Score -311284.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -311296.750000 Penalty: 3908.128662
	Iteration 27Q: 3 clusters Score -311296.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -311314.718750 Penalty: 3908.128662
	Iteration 28Q: 3 clusters Score -311314.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -311329.093750 Penalty: 3908.128662
	Iteration 29Q: 3 clusters Score -311329.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -311344.937500 Penalty: 3908.128662
	Iteration 30Q: 3 clusters Score -311344.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -311366.562500 Penalty: 3908.128662
	Iteration 31Q: 3 clusters Score -311366.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -311387.218750 Penalty: 3908.128662
	Iteration 32Q: 3 clusters Score -311387.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -311414.375000 Penalty: 3908.128662
	Iteration 33Q: 3 clusters Score -311414.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -311451.500000 Penalty: 3908.128662
	Iteration 34Q: 3 clusters Score -311451.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -311501.375000 Penalty: 3908.128662
	Iteration 35Q: 3 clusters Score -311501.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -311552.562500 Penalty: 3908.128662
	Iteration 36Q: 3 clusters Score -311552.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -311590.468750 Penalty: 3908.128662
	Iteration 37Q: 3 clusters Score -311590.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -311619.062500 Penalty: 3908.128662
	Iteration 38Q: 3 clusters Score -311619.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -311638.375000 Penalty: 3908.128662
	Iteration 39Q: 3 clusters Score -311638.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -311659.562500 Penalty: 3908.128662
	Iteration 40F: 3 clusters Score -311659.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -311676.687500 Penalty: 3908.128662
	Iteration 41Q: 3 clusters Score -311676.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -311694.312500 Penalty: 3908.128662
	Iteration 42Q: 3 clusters Score -311694.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -311718.500000 Penalty: 3908.128662
	Iteration 43Q: 3 clusters Score -311718.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -311732.062500 Penalty: 3908.128662
	Iteration 44Q: 3 clusters Score -311732.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -311739.468750 Penalty: 3908.128662
	Iteration 45Q: 3 clusters Score -311739.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -311747.000000 Penalty: 3908.128662
	Iteration 46Q: 3 clusters Score -311747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -311751.625000 Penalty: 3908.128662
	Iteration 47Q: 3 clusters Score -311751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -311753.062500 Penalty: 3908.128662
	Iteration 48Q: 3 clusters Score -311753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -311755.875000 Penalty: 3908.128662
	Iteration 49Q: 3 clusters Score -311755.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -311762.000000 Penalty: 3908.128662
	Iteration 50Q: 3 clusters Score -311762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -311767.875000 Penalty: 3908.128662
	Iteration 51Q: 3 clusters Score -311767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -311770.406250 Penalty: 3908.128662
	Iteration 52Q: 3 clusters Score -311770.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -311773.937500 Penalty: 3908.128662
	Iteration 53Q: 3 clusters Score -311773.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -311777.781250 Penalty: 3908.128662
	Iteration 54Q: 3 clusters Score -311777.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -311779.937500 Penalty: 3908.128662
	Iteration 55Q: 3 clusters Score -311779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -311781.031250 Penalty: 3908.128662
	Iteration 56Q: 3 clusters Score -311781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -311781.593750 Penalty: 3908.128662
	Iteration 57Q: 3 clusters Score -311781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -311782.593750 Penalty: 3908.128662
	Iteration 58Q: 3 clusters Score -311782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -311782.937500 Penalty: 3908.128662
	Iteration 59Q: 3 clusters Score -311782.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -311782.937500 Penalty: 3908.128662
	Iteration 60F: 3 clusters Score -311782.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -455391.343750 Penalty: 2054.994873
	Iteration 0F: 2 clusters Score -455391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -451596.468750 Penalty: 4109.989746
	Iteration 0F: 3 clusters Score -451596.5 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -452460.531250 Penalty: 4109.989746
	Iteration 1F: 3 clusters Score -452460.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -452638.000000 Penalty: 4109.989746
	Iteration 2F: 3 clusters Score -452638 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -452748.000000 Penalty: 4109.989746
	Iteration 3Q: 3 clusters Score -452748 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -452820.906250 Penalty: 4109.989746
	Iteration 4Q: 3 clusters Score -452820.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -452885.406250 Penalty: 4109.989746
	Iteration 5Q: 3 clusters Score -452885.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -452936.750000 Penalty: 4109.989746
	Iteration 6Q: 3 clusters Score -452936.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -452978.000000 Penalty: 4109.989746
	Iteration 7Q: 3 clusters Score -452978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -453028.281250 Penalty: 4109.989746
	Iteration 8Q: 3 clusters Score -453028.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -453074.593750 Penalty: 4109.989746
	Iteration 9Q: 3 clusters Score -453074.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -453117.156250 Penalty: 4109.989746
	Iteration 10Q: 3 clusters Score -453117.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -453166.562500 Penalty: 4109.989746
	Iteration 11Q: 3 clusters Score -453166.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -453224.781250 Penalty: 4109.989746
	Iteration 12Q: 3 clusters Score -453224.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -453282.031250 Penalty: 4109.989746
	Iteration 13Q: 3 clusters Score -453282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -453338.687500 Penalty: 4109.989746
	Iteration 14Q: 3 clusters Score -453338.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -453395.250000 Penalty: 4109.989746
	Iteration 15Q: 3 clusters Score -453395.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -453444.156250 Penalty: 4109.989746
	Iteration 16Q: 3 clusters Score -453444.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -453494.656250 Penalty: 4109.989746
	Iteration 17Q: 3 clusters Score -453494.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -453555.687500 Penalty: 4109.989746
	Iteration 18Q: 3 clusters Score -453555.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -453600.968750 Penalty: 4109.989746
	Iteration 19Q: 3 clusters Score -453601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -453625.718750 Penalty: 4109.989746
	Iteration 20F: 3 clusters Score -453625.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -453643.781250 Penalty: 4109.989746
	Iteration 21Q: 3 clusters Score -453643.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -453662.468750 Penalty: 4109.989746
	Iteration 22Q: 3 clusters Score -453662.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -453677.906250 Penalty: 4109.989746
	Iteration 23Q: 3 clusters Score -453677.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -453689.062500 Penalty: 4109.989746
	Iteration 24Q: 3 clusters Score -453689.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -453703.218750 Penalty: 4109.989746
	Iteration 25Q: 3 clusters Score -453703.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -453711.968750 Penalty: 4109.989746
	Iteration 26Q: 3 clusters Score -453712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -453718.187500 Penalty: 4109.989746
	Iteration 27Q: 3 clusters Score -453718.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -453725.843750 Penalty: 4109.989746
	Iteration 28Q: 3 clusters Score -453725.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -453731.656250 Penalty: 4109.989746
	Iteration 29Q: 3 clusters Score -453731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -453734.625000 Penalty: 4109.989746
	Iteration 30Q: 3 clusters Score -453734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -453737.625000 Penalty: 4109.989746
	Iteration 31Q: 3 clusters Score -453737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -453740.562500 Penalty: 4109.989746
	Iteration 32Q: 3 clusters Score -453740.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -453742.750000 Penalty: 4109.989746
	Iteration 33Q: 3 clusters Score -453742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -453744.250000 Penalty: 4109.989746
	Iteration 34Q: 3 clusters Score -453744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -453745.937500 Penalty: 4109.989746
	Iteration 35Q: 3 clusters Score -453745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -453747.125000 Penalty: 4109.989746
	Iteration 36Q: 3 clusters Score -453747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -453747.343750 Penalty: 4109.989746
	Iteration 37Q: 3 clusters Score -453747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -453747.343750 Penalty: 4109.989746
	Iteration 38F: 3 clusters Score -453747.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -1098638.250000 Penalty: 2268.766602
	Iteration 0F: 2 clusters Score -1098638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1091399.000000 Penalty: 4537.533203
	Iteration 0F: 3 clusters Score -1091399 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1093505.750000 Penalty: 4537.533203
	Iteration 1F: 3 clusters Score -1093506 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1093795.250000 Penalty: 4537.533203
	Iteration 2F: 3 clusters Score -1093795 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1094046.375000 Penalty: 4537.533203
	Iteration 3Q: 3 clusters Score -1094046 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1094302.875000 Penalty: 4537.533203
	Iteration 4Q: 3 clusters Score -1094303 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1094557.500000 Penalty: 4537.533203
	Iteration 5Q: 3 clusters Score -1094558 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1094831.125000 Penalty: 4537.533203
	Iteration 6Q: 3 clusters Score -1094831 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1095091.875000 Penalty: 4537.533203
	Iteration 7Q: 3 clusters Score -1095092 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1095404.375000 Penalty: 4537.533203
	Iteration 8Q: 3 clusters Score -1095404 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1095699.000000 Penalty: 4537.533203
	Iteration 9Q: 3 clusters Score -1095699 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1095952.375000 Penalty: 4537.533203
	Iteration 10Q: 3 clusters Score -1095952 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1096156.625000 Penalty: 4537.533203
	Iteration 11Q: 3 clusters Score -1096157 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1096310.875000 Penalty: 4537.533203
	Iteration 12Q: 3 clusters Score -1096311 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1096417.125000 Penalty: 4537.533203
	Iteration 13Q: 3 clusters Score -1096417 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1096487.000000 Penalty: 4537.533203
	Iteration 14Q: 3 clusters Score -1096487 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1096527.750000 Penalty: 4537.533203
	Iteration 15Q: 3 clusters Score -1096528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1096549.625000 Penalty: 4537.533203
	Iteration 16Q: 3 clusters Score -1096550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1096561.125000 Penalty: 4537.533203
	Iteration 17Q: 3 clusters Score -1096561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1096569.750000 Penalty: 4537.533203
	Iteration 18Q: 3 clusters Score -1096570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1096576.250000 Penalty: 4537.533203
	Iteration 19Q: 3 clusters Score -1096576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1096579.750000 Penalty: 4537.533203
	Iteration 20F: 3 clusters Score -1096580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1096581.125000 Penalty: 4537.533203
	Iteration 21Q: 3 clusters Score -1096581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1096586.375000 Penalty: 4537.533203
	Iteration 22Q: 3 clusters Score -1096586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1096590.625000 Penalty: 4537.533203
	Iteration 23Q: 3 clusters Score -1096591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1096592.625000 Penalty: 4537.533203
	Iteration 24Q: 3 clusters Score -1096593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1096596.250000 Penalty: 4537.533203
	Iteration 25Q: 3 clusters Score -1096596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1096597.000000 Penalty: 4537.533203
	Iteration 26Q: 3 clusters Score -1096597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1096597.625000 Penalty: 4537.533203
	Iteration 27Q: 3 clusters Score -1096598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1096597.500000 Penalty: 4537.533203
	Iteration 28Q: 3 clusters Score -1096598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1096602.250000 Penalty: 4537.533203
	Iteration 29Q: 3 clusters Score -1096602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1096604.375000 Penalty: 4537.533203
	Iteration 30Q: 3 clusters Score -1096604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1096604.125000 Penalty: 4537.533203
	Iteration 31Q: 3 clusters Score -1096604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1096604.375000 Penalty: 4537.533203
	Iteration 32Q: 3 clusters Score -1096604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1096608.375000 Penalty: 4537.533203
	Iteration 33Q: 3 clusters Score -1096608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1096608.250000 Penalty: 4537.533203
	Iteration 34Q: 3 clusters Score -1096608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1096613.625000 Penalty: 4537.533203
	Iteration 35Q: 3 clusters Score -1096614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1096610.375000 Penalty: 4537.533203
	Iteration 36Q: 3 clusters Score -1096610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1096610.750000 Penalty: 4537.533203
	Iteration 37Q: 3 clusters Score -1096611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1096611.875000 Penalty: 4537.533203
	Iteration 38Q: 3 clusters Score -1096612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1096613.500000 Penalty: 4537.533203
	Iteration 39Q: 3 clusters Score -1096614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1096612.875000 Penalty: 4537.533203
	Iteration 40F: 3 clusters Score -1096613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1096611.375000 Penalty: 4537.533203
	Iteration 41Q: 3 clusters Score -1096611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1096612.500000 Penalty: 4537.533203
	Iteration 42Q: 3 clusters Score -1096612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1096613.375000 Penalty: 4537.533203
	Iteration 43Q: 3 clusters Score -1096613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1096613.375000 Penalty: 4537.533203
	Iteration 44F: 3 clusters Score -1096613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -232794.703125 Penalty: 1883.656128
	Iteration 0F: 2 clusters Score -232794.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -230211.359375 Penalty: 3767.312256
	Iteration 0F: 3 clusters Score -230211.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -230660.859375 Penalty: 3767.312256
	Iteration 1F: 3 clusters Score -230660.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -230776.234375 Penalty: 3767.312256
	Iteration 2F: 3 clusters Score -230776.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -230844.687500 Penalty: 3767.312256
	Iteration 3Q: 3 clusters Score -230844.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -230892.406250 Penalty: 3767.312256
	Iteration 4Q: 3 clusters Score -230892.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -230925.968750 Penalty: 3767.312256
	Iteration 5Q: 3 clusters Score -230926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -230957.234375 Penalty: 3767.312256
	Iteration 6Q: 3 clusters Score -230957.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -230987.953125 Penalty: 3767.312256
	Iteration 7Q: 3 clusters Score -230988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231012.125000 Penalty: 3767.312256
	Iteration 8Q: 3 clusters Score -231012.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -231028.984375 Penalty: 3767.312256
	Iteration 9Q: 3 clusters Score -231029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -231042.750000 Penalty: 3767.312256
	Iteration 10Q: 3 clusters Score -231042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -231050.312500 Penalty: 3767.312256
	Iteration 11Q: 3 clusters Score -231050.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -231059.046875 Penalty: 3767.312256
	Iteration 12Q: 3 clusters Score -231059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -231068.296875 Penalty: 3767.312256
	Iteration 13Q: 3 clusters Score -231068.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -231079.125000 Penalty: 3767.312256
	Iteration 14Q: 3 clusters Score -231079.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -231093.156250 Penalty: 3767.312256
	Iteration 15Q: 3 clusters Score -231093.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -231106.968750 Penalty: 3767.312256
	Iteration 16Q: 3 clusters Score -231107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -231126.937500 Penalty: 3767.312256
	Iteration 17Q: 3 clusters Score -231126.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -231149.250000 Penalty: 3767.312256
	Iteration 18Q: 3 clusters Score -231149.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -231166.812500 Penalty: 3767.312256
	Iteration 19Q: 3 clusters Score -231166.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -231185.453125 Penalty: 3767.312256
	Iteration 20F: 3 clusters Score -231185.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -231198.984375 Penalty: 3767.312256
	Iteration 21Q: 3 clusters Score -231199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -231213.453125 Penalty: 3767.312256
	Iteration 22Q: 3 clusters Score -231213.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -231225.671875 Penalty: 3767.312256
	Iteration 23Q: 3 clusters Score -231225.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -231233.734375 Penalty: 3767.312256
	Iteration 24Q: 3 clusters Score -231233.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -231242.109375 Penalty: 3767.312256
	Iteration 25Q: 3 clusters Score -231242.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -231247.640625 Penalty: 3767.312256
	Iteration 26Q: 3 clusters Score -231247.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -231253.156250 Penalty: 3767.312256
	Iteration 27Q: 3 clusters Score -231253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -231257.656250 Penalty: 3767.312256
	Iteration 28Q: 3 clusters Score -231257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231260.156250 Penalty: 3767.312256
	Iteration 29Q: 3 clusters Score -231260.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -231265.140625 Penalty: 3767.312256
	Iteration 30Q: 3 clusters Score -231265.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -231270.343750 Penalty: 3767.312256
	Iteration 31Q: 3 clusters Score -231270.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -231277.093750 Penalty: 3767.312256
	Iteration 32Q: 3 clusters Score -231277.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -231280.046875 Penalty: 3767.312256
	Iteration 33Q: 3 clusters Score -231280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -231282.546875 Penalty: 3767.312256
	Iteration 34Q: 3 clusters Score -231282.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -231285.593750 Penalty: 3767.312256
	Iteration 35Q: 3 clusters Score -231285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -231287.375000 Penalty: 3767.312256
	Iteration 36Q: 3 clusters Score -231287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -231288.109375 Penalty: 3767.312256
	Iteration 37Q: 3 clusters Score -231288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -231289.093750 Penalty: 3767.312256
	Iteration 38Q: 3 clusters Score -231289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -231290.359375 Penalty: 3767.312256
	Iteration 39Q: 3 clusters Score -231290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -231291.578125 Penalty: 3767.312256
	Iteration 40F: 3 clusters Score -231291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -231292.437500 Penalty: 3767.312256
	Iteration 41Q: 3 clusters Score -231292.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -231292.437500 Penalty: 3767.312256
	Iteration 42F: 3 clusters Score -231292.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -370862.937500 Penalty: 1950.947021
	Iteration 0F: 2 clusters Score -370862.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -367953.062500 Penalty: 3901.894043
	Iteration 0F: 3 clusters Score -367953.1 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -368896.937500 Penalty: 3901.894043
	Iteration 1F: 3 clusters Score -368896.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -369393.093750 Penalty: 3901.894043
	Iteration 2F: 3 clusters Score -369393.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -369866.031250 Penalty: 3901.894043
	Iteration 3F: 3 clusters Score -369866 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -370217.031250 Penalty: 3901.894043
	Iteration 4F: 3 clusters Score -370217 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -370481.218750 Penalty: 3901.894043
	Iteration 5F: 3 clusters Score -370481.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -370644.968750 Penalty: 3901.894043
	Iteration 6Q: 3 clusters Score -370645 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -370836.531250 Penalty: 3901.894043
	Iteration 7Q: 3 clusters Score -370836.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -370926.500000 Penalty: 3901.894043
	Iteration 8Q: 3 clusters Score -370926.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -370967.781250 Penalty: 3901.894043
	Iteration 9Q: 3 clusters Score -370967.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -371013.218750 Penalty: 3901.894043
	Iteration 10Q: 3 clusters Score -371013.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -371051.218750 Penalty: 3901.894043
	Iteration 11Q: 3 clusters Score -371051.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -371082.625000 Penalty: 3901.894043
	Iteration 12Q: 3 clusters Score -371082.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -371132.250000 Penalty: 3901.894043
	Iteration 13Q: 3 clusters Score -371132.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -371186.250000 Penalty: 3901.894043
	Iteration 14Q: 3 clusters Score -371186.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -371219.718750 Penalty: 3901.894043
	Iteration 15Q: 3 clusters Score -371219.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -371294.875000 Penalty: 3901.894043
	Iteration 16Q: 3 clusters Score -371294.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -371403.437500 Penalty: 3901.894043
	Iteration 17Q: 3 clusters Score -371403.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -371476.812500 Penalty: 3901.894043
	Iteration 18Q: 3 clusters Score -371476.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -371542.000000 Penalty: 3901.894043
	Iteration 19Q: 3 clusters Score -371542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -371564.500000 Penalty: 3901.894043
	Iteration 20F: 3 clusters Score -371564.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -371572.031250 Penalty: 3901.894043
	Iteration 21Q: 3 clusters Score -371572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -371577.437500 Penalty: 3901.894043
	Iteration 22Q: 3 clusters Score -371577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -371579.875000 Penalty: 3901.894043
	Iteration 23Q: 3 clusters Score -371579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -371583.875000 Penalty: 3901.894043
	Iteration 24Q: 3 clusters Score -371583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -371587.343750 Penalty: 3901.894043
	Iteration 25Q: 3 clusters Score -371587.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -371588.375000 Penalty: 3901.894043
	Iteration 26Q: 3 clusters Score -371588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -371590.000000 Penalty: 3901.894043
	Iteration 27Q: 3 clusters Score -371590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -371592.218750 Penalty: 3901.894043
	Iteration 28Q: 3 clusters Score -371592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -371594.343750 Penalty: 3901.894043
	Iteration 29Q: 3 clusters Score -371594.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -371594.343750 Penalty: 3901.894043
	Iteration 30F: 3 clusters Score -371594.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 1338 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 61 contains 1271 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
Score: -133770472.000000 Penalty: 225349.328125
Splitting cluster 48 changes total score from -133770944.000000 to -133770472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (10803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Entering Unmasked Estep 
Score: -1221279.125000 Penalty: 2303.319824
	Iteration 0F: 2 clusters Score -1221279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1213064.375000 Penalty: 4606.639648
	Iteration 0F: 3 clusters Score -1213064 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1215562.250000 Penalty: 4606.639648
	Iteration 1F: 3 clusters Score -1215562 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1215942.375000 Penalty: 4606.639648
	Iteration 2F: 3 clusters Score -1215942 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1216243.875000 Penalty: 4606.639648
	Iteration 3F: 3 clusters Score -1216244 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1216498.750000 Penalty: 4606.639648
	Iteration 4Q: 3 clusters Score -1216499 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1216784.125000 Penalty: 4606.639648
	Iteration 5Q: 3 clusters Score -1216784 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1217171.625000 Penalty: 4606.639648
	Iteration 6Q: 3 clusters Score -1217172 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1217638.375000 Penalty: 4606.639648
	Iteration 7F: 3 clusters Score -1217638 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1218120.875000 Penalty: 4606.639648
	Iteration 8F: 3 clusters Score -1218121 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1218592.125000 Penalty: 4606.639648
	Iteration 9F: 3 clusters Score -1218592 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1219032.000000 Penalty: 4606.639648
	Iteration 10Q: 3 clusters Score -1219032 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1219345.625000 Penalty: 4606.639648
	Iteration 11Q: 3 clusters Score -1219346 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1219552.625000 Penalty: 4606.639648
	Iteration 12Q: 3 clusters Score -1219553 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1219675.375000 Penalty: 4606.639648
	Iteration 13Q: 3 clusters Score -1219675 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1219765.750000 Penalty: 4606.639648
	Iteration 14Q: 3 clusters Score -1219766 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1219824.375000 Penalty: 4606.639648
	Iteration 15Q: 3 clusters Score -1219824 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1219860.000000 Penalty: 4606.639648
	Iteration 16Q: 3 clusters Score -1219860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1219897.625000 Penalty: 4606.639648
	Iteration 17Q: 3 clusters Score -1219898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1219935.125000 Penalty: 4606.639648
	Iteration 18Q: 3 clusters Score -1219935 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1219972.750000 Penalty: 4606.639648
	Iteration 19Q: 3 clusters Score -1219973 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1219995.750000 Penalty: 4606.639648
	Iteration 20F: 3 clusters Score -1219996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1220014.000000 Penalty: 4606.639648
	Iteration 21Q: 3 clusters Score -1220014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1220028.250000 Penalty: 4606.639648
	Iteration 22Q: 3 clusters Score -1220028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1220043.750000 Penalty: 4606.639648
	Iteration 23Q: 3 clusters Score -1220044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1220056.500000 Penalty: 4606.639648
	Iteration 24Q: 3 clusters Score -1220056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1220074.250000 Penalty: 4606.639648
	Iteration 25Q: 3 clusters Score -1220074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1220088.500000 Penalty: 4606.639648
	Iteration 26Q: 3 clusters Score -1220088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1220095.875000 Penalty: 4606.639648
	Iteration 27Q: 3 clusters Score -1220096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1220107.125000 Penalty: 4606.639648
	Iteration 28Q: 3 clusters Score -1220107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1220115.750000 Penalty: 4606.639648
	Iteration 29Q: 3 clusters Score -1220116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1220128.500000 Penalty: 4606.639648
	Iteration 30Q: 3 clusters Score -1220128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1220136.750000 Penalty: 4606.639648
	Iteration 31Q: 3 clusters Score -1220137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1220147.875000 Penalty: 4606.639648
	Iteration 32Q: 3 clusters Score -1220148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1220159.375000 Penalty: 4606.639648
	Iteration 33Q: 3 clusters Score -1220159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1220163.625000 Penalty: 4606.639648
	Iteration 34Q: 3 clusters Score -1220164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1220169.750000 Penalty: 4606.639648
	Iteration 35Q: 3 clusters Score -1220170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1220191.000000 Penalty: 4606.639648
	Iteration 36Q: 3 clusters Score -1220191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1220210.750000 Penalty: 4606.639648
	Iteration 37Q: 3 clusters Score -1220211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1220228.500000 Penalty: 4606.639648
	Iteration 38Q: 3 clusters Score -1220228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1220244.375000 Penalty: 4606.639648
	Iteration 39Q: 3 clusters Score -1220244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1220261.625000 Penalty: 4606.639648
	Iteration 40F: 3 clusters Score -1220262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1220276.625000 Penalty: 4606.639648
	Iteration 41Q: 3 clusters Score -1220277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1220301.750000 Penalty: 4606.639648
	Iteration 42Q: 3 clusters Score -1220302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1220316.750000 Penalty: 4606.639648
	Iteration 43Q: 3 clusters Score -1220317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1220334.875000 Penalty: 4606.639648
	Iteration 44Q: 3 clusters Score -1220335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1220346.375000 Penalty: 4606.639648
	Iteration 45Q: 3 clusters Score -1220346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1220353.625000 Penalty: 4606.639648
	Iteration 46Q: 3 clusters Score -1220354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1220356.000000 Penalty: 4606.639648
	Iteration 47Q: 3 clusters Score -1220356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1220365.500000 Penalty: 4606.639648
	Iteration 48Q: 3 clusters Score -1220366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1220374.750000 Penalty: 4606.639648
	Iteration 49Q: 3 clusters Score -1220375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1220385.500000 Penalty: 4606.639648
	Iteration 50Q: 3 clusters Score -1220386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1220394.250000 Penalty: 4606.639648
	Iteration 51Q: 3 clusters Score -1220394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1220402.500000 Penalty: 4606.639648
	Iteration 52Q: 3 clusters Score -1220402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1220405.000000 Penalty: 4606.639648
	Iteration 53Q: 3 clusters Score -1220405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1220408.125000 Penalty: 4606.639648
	Iteration 54Q: 3 clusters Score -1220408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1220412.000000 Penalty: 4606.639648
	Iteration 55Q: 3 clusters Score -1220412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1220411.750000 Penalty: 4606.639648
	Iteration 56Q: 3 clusters Score -1220412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1220415.625000 Penalty: 4606.639648
	Iteration 57Q: 3 clusters Score -1220416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1220415.375000 Penalty: 4606.639648
	Iteration 58Q: 3 clusters Score -1220415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1220415.375000 Penalty: 4606.639648
	Iteration 59F: 3 clusters Score -1220415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Entering Unmasked Estep 
Score: -1062107.250000 Penalty: 2262.269531
	Iteration 0F: 2 clusters Score -1062107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1054967.000000 Penalty: 4524.539062
	Iteration 0F: 3 clusters Score -1054967 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1057000.875000 Penalty: 4524.539062
	Iteration 1F: 3 clusters Score -1057001 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1057387.250000 Penalty: 4524.539062
	Iteration 2F: 3 clusters Score -1057387 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1057739.500000 Penalty: 4524.539062
	Iteration 3F: 3 clusters Score -1057740 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1058153.250000 Penalty: 4524.539062
	Iteration 4F: 3 clusters Score -1058153 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1058662.750000 Penalty: 4524.539062
	Iteration 5F: 3 clusters Score -1058663 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1059227.500000 Penalty: 4524.539062
	Iteration 6F: 3 clusters Score -1059228 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1059680.000000 Penalty: 4524.539062
	Iteration 7F: 3 clusters Score -1059680 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1060011.875000 Penalty: 4524.539062
	Iteration 8F: 3 clusters Score -1060012 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1060235.250000 Penalty: 4524.539062
	Iteration 9Q: 3 clusters Score -1060235 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1060414.375000 Penalty: 4524.539062
	Iteration 10Q: 3 clusters Score -1060414 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1060600.000000 Penalty: 4524.539062
	Iteration 11Q: 3 clusters Score -1060600 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1060850.000000 Penalty: 4524.539062
	Iteration 12Q: 3 clusters Score -1060850 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1061230.250000 Penalty: 4524.539062
	Iteration 13Q: 3 clusters Score -1061230 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1061640.750000 Penalty: 4524.539062
	Iteration 14Q: 3 clusters Score -1061641 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1061924.625000 Penalty: 4524.539062
	Iteration 15Q: 3 clusters Score -1061925 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1062099.875000 Penalty: 4524.539062
	Iteration 16Q: 3 clusters Score -1062100 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1062280.250000 Penalty: 4524.539062
	Iteration 17Q: 3 clusters Score -1062280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1062496.000000 Penalty: 4524.539062
	Iteration 18Q: 3 clusters Score -1062496 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1062694.125000 Penalty: 4524.539062
	Iteration 19Q: 3 clusters Score -1062694 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1062841.250000 Penalty: 4524.539062
	Iteration 20F: 3 clusters Score -1062841 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1062911.000000 Penalty: 4524.539062
	Iteration 21Q: 3 clusters Score -1062911 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1062960.375000 Penalty: 4524.539062
	Iteration 22Q: 3 clusters Score -1062960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1062981.000000 Penalty: 4524.539062
	Iteration 23Q: 3 clusters Score -1062981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1062994.375000 Penalty: 4524.539062
	Iteration 24Q: 3 clusters Score -1062994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1063001.625000 Penalty: 4524.539062
	Iteration 25Q: 3 clusters Score -1063002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1063002.750000 Penalty: 4524.539062
	Iteration 26Q: 3 clusters Score -1063003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1063002.625000 Penalty: 4524.539062
	Iteration 27Q: 3 clusters Score -1063003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1063007.500000 Penalty: 4524.539062
	Iteration 28Q: 3 clusters Score -1063008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1063009.625000 Penalty: 4524.539062
	Iteration 29Q: 3 clusters Score -1063010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1063008.000000 Penalty: 4524.539062
	Iteration 30Q: 3 clusters Score -1063008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1063008.000000 Penalty: 4524.539062
	Iteration 31F: 3 clusters Score -1063008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 6477 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 61 contains 2678 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
Score: -133770632.000000 Penalty: 225349.328125
Splitting cluster 50 changes total score from -133770944.000000 to -133770632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -121919.953125 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -121920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120176.625000 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -120176.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -120927.390625 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -120927.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121374.468750 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -121374.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121629.765625 Penalty: 3377.830566
	Iteration 3F: 3 clusters Score -121629.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121859.617188 Penalty: 3377.830566
	Iteration 4Q: 3 clusters Score -121859.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -122009.703125 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -122009.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -122112.070312 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -122112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -122142.671875 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -122142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122150.867188 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -122150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122161.539062 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -122161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122167.953125 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -122168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122178.726562 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -122178.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -122179.937500 Penalty: 3377.830566
	Iteration 12Q: 3 clusters Score -122179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -122179.937500 Penalty: 3377.830566
	Iteration 13F: 3 clusters Score -122179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 395 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 61 contains 512 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
Score: -133769440.000000 Penalty: 225349.328125
Splitting cluster 51 changes total score from -133770944.000000 to -133769440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (15827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Entering Unmasked Estep 
Score: -1877567.625000 Penalty: 2398.029297
	Iteration 0F: 2 clusters Score -1877568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1866179.000000 Penalty: 4796.058594
	Iteration 0F: 3 clusters Score -1866179 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1870143.750000 Penalty: 4796.058594
	Iteration 1F: 3 clusters Score -1870144 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1870869.750000 Penalty: 4796.058594
	Iteration 2F: 3 clusters Score -1870870 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1871684.750000 Penalty: 4796.058594
	Iteration 3F: 3 clusters Score -1871685 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1872505.625000 Penalty: 4796.058594
	Iteration 4F: 3 clusters Score -1872506 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1873310.625000 Penalty: 4796.058594
	Iteration 5F: 3 clusters Score -1873311 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1874006.875000 Penalty: 4796.058594
	Iteration 6F: 3 clusters Score -1874007 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1874524.250000 Penalty: 4796.058594
	Iteration 7Q: 3 clusters Score -1874524 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1874872.125000 Penalty: 4796.058594
	Iteration 8Q: 3 clusters Score -1874872 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1875113.000000 Penalty: 4796.058594
	Iteration 9Q: 3 clusters Score -1875113 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1875306.625000 Penalty: 4796.058594
	Iteration 10Q: 3 clusters Score -1875307 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1875473.500000 Penalty: 4796.058594
	Iteration 11Q: 3 clusters Score -1875474 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1875635.500000 Penalty: 4796.058594
	Iteration 12Q: 3 clusters Score -1875636 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1875773.250000 Penalty: 4796.058594
	Iteration 13Q: 3 clusters Score -1875773 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1875930.750000 Penalty: 4796.058594
	Iteration 14Q: 3 clusters Score -1875931 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1876073.375000 Penalty: 4796.058594
	Iteration 15Q: 3 clusters Score -1876073 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1876247.625000 Penalty: 4796.058594
	Iteration 16Q: 3 clusters Score -1876248 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1876419.250000 Penalty: 4796.058594
	Iteration 17Q: 3 clusters Score -1876419 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1876586.500000 Penalty: 4796.058594
	Iteration 18Q: 3 clusters Score -1876586 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1876709.125000 Penalty: 4796.058594
	Iteration 19Q: 3 clusters Score -1876709 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1876816.500000 Penalty: 4796.058594
	Iteration 20F: 3 clusters Score -1876816 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1876877.375000 Penalty: 4796.058594
	Iteration 21Q: 3 clusters Score -1876877 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1876929.500000 Penalty: 4796.058594
	Iteration 22Q: 3 clusters Score -1876930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1876973.375000 Penalty: 4796.058594
	Iteration 23Q: 3 clusters Score -1876973 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1877021.625000 Penalty: 4796.058594
	Iteration 24Q: 3 clusters Score -1877022 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1877076.625000 Penalty: 4796.058594
	Iteration 25Q: 3 clusters Score -1877077 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1877133.000000 Penalty: 4796.058594
	Iteration 26Q: 3 clusters Score -1877133 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1877179.125000 Penalty: 4796.058594
	Iteration 27Q: 3 clusters Score -1877179 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1877224.625000 Penalty: 4796.058594
	Iteration 28Q: 3 clusters Score -1877225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1877258.250000 Penalty: 4796.058594
	Iteration 29Q: 3 clusters Score -1877258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1877295.750000 Penalty: 4796.058594
	Iteration 30Q: 3 clusters Score -1877296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1877317.875000 Penalty: 4796.058594
	Iteration 31Q: 3 clusters Score -1877318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1877335.625000 Penalty: 4796.058594
	Iteration 32Q: 3 clusters Score -1877336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1877359.125000 Penalty: 4796.058594
	Iteration 33Q: 3 clusters Score -1877359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1877371.250000 Penalty: 4796.058594
	Iteration 34Q: 3 clusters Score -1877371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1877377.375000 Penalty: 4796.058594
	Iteration 35Q: 3 clusters Score -1877377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1877381.875000 Penalty: 4796.058594
	Iteration 36Q: 3 clusters Score -1877382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1877393.625000 Penalty: 4796.058594
	Iteration 37Q: 3 clusters Score -1877394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1877400.625000 Penalty: 4796.058594
	Iteration 38Q: 3 clusters Score -1877401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1877405.500000 Penalty: 4796.058594
	Iteration 39Q: 3 clusters Score -1877406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1877413.125000 Penalty: 4796.058594
	Iteration 40F: 3 clusters Score -1877413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1877412.125000 Penalty: 4796.058594
	Iteration 41Q: 3 clusters Score -1877412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1877413.375000 Penalty: 4796.058594
	Iteration 42Q: 3 clusters Score -1877413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1877420.875000 Penalty: 4796.058594
	Iteration 43Q: 3 clusters Score -1877421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1877420.375000 Penalty: 4796.058594
	Iteration 44Q: 3 clusters Score -1877420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1877426.875000 Penalty: 4796.058594
	Iteration 45Q: 3 clusters Score -1877427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1877421.875000 Penalty: 4796.058594
	Iteration 46Q: 3 clusters Score -1877422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1877424.375000 Penalty: 4796.058594
	Iteration 47Q: 3 clusters Score -1877424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1877427.125000 Penalty: 4796.058594
	Iteration 48Q: 3 clusters Score -1877427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1877426.750000 Penalty: 4796.058594
	Iteration 49Q: 3 clusters Score -1877427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1877432.625000 Penalty: 4796.058594
	Iteration 50Q: 3 clusters Score -1877433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1877435.000000 Penalty: 4796.058594
	Iteration 51Q: 3 clusters Score -1877435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1877438.125000 Penalty: 4796.058594
	Iteration 52Q: 3 clusters Score -1877438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1877445.375000 Penalty: 4796.058594
	Iteration 53Q: 3 clusters Score -1877445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1877445.375000 Penalty: 4796.058594
	Iteration 54Q: 3 clusters Score -1877445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1877444.875000 Penalty: 4796.058594
	Iteration 55Q: 3 clusters Score -1877445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1877450.000000 Penalty: 4796.058594
	Iteration 56Q: 3 clusters Score -1877450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1877449.750000 Penalty: 4796.058594
	Iteration 57Q: 3 clusters Score -1877450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1877454.375000 Penalty: 4796.058594
	Iteration 58Q: 3 clusters Score -1877454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1877457.000000 Penalty: 4796.058594
	Iteration 59Q: 3 clusters Score -1877457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1877455.500000 Penalty: 4796.058594
	Iteration 60F: 3 clusters Score -1877456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1877452.375000 Penalty: 4796.058594
	Iteration 61Q: 3 clusters Score -1877452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1877454.500000 Penalty: 4796.058594
	Iteration 62Q: 3 clusters Score -1877454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1877454.875000 Penalty: 4796.058594
	Iteration 63Q: 3 clusters Score -1877455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1877457.375000 Penalty: 4796.058594
	Iteration 64Q: 3 clusters Score -1877457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1877455.750000 Penalty: 4796.058594
	Iteration 65Q: 3 clusters Score -1877456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1877456.500000 Penalty: 4796.058594
	Iteration 66Q: 3 clusters Score -1877456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1877457.125000 Penalty: 4796.058594
	Iteration 67Q: 3 clusters Score -1877457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1877457.125000 Penalty: 4796.058594
	Iteration 68F: 3 clusters Score -1877457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -502365.156250 Penalty: 2079.940430
	Iteration 0F: 2 clusters Score -502365.2 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 2216 members 
Entering Unmasked Estep 
Score: -498169.375000 Penalty: 4159.880859
	Iteration 0F: 3 clusters Score -498169.4 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -499097.187500 Penalty: 4159.880859
	Iteration 1F: 3 clusters Score -499097.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -499294.906250 Penalty: 4159.880859
	Iteration 2F: 3 clusters Score -499294.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -499412.593750 Penalty: 4159.880859
	Iteration 3F: 3 clusters Score -499412.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -499485.156250 Penalty: 4159.880859
	Iteration 4Q: 3 clusters Score -499485.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -499545.562500 Penalty: 4159.880859
	Iteration 5Q: 3 clusters Score -499545.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -499585.687500 Penalty: 4159.880859
	Iteration 6Q: 3 clusters Score -499585.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -499621.656250 Penalty: 4159.880859
	Iteration 7Q: 3 clusters Score -499621.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -499663.093750 Penalty: 4159.880859
	Iteration 8Q: 3 clusters Score -499663.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -499702.062500 Penalty: 4159.880859
	Iteration 9Q: 3 clusters Score -499702.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -499734.406250 Penalty: 4159.880859
	Iteration 10Q: 3 clusters Score -499734.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -499768.531250 Penalty: 4159.880859
	Iteration 11Q: 3 clusters Score -499768.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -499805.125000 Penalty: 4159.880859
	Iteration 12Q: 3 clusters Score -499805.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -499844.375000 Penalty: 4159.880859
	Iteration 13Q: 3 clusters Score -499844.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -499882.593750 Penalty: 4159.880859
	Iteration 14Q: 3 clusters Score -499882.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -499926.687500 Penalty: 4159.880859
	Iteration 15Q: 3 clusters Score -499926.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -499965.531250 Penalty: 4159.880859
	Iteration 16Q: 3 clusters Score -499965.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -500006.281250 Penalty: 4159.880859
	Iteration 17Q: 3 clusters Score -500006.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -500049.531250 Penalty: 4159.880859
	Iteration 18Q: 3 clusters Score -500049.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -500090.656250 Penalty: 4159.880859
	Iteration 19Q: 3 clusters Score -500090.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -500127.718750 Penalty: 4159.880859
	Iteration 20F: 3 clusters Score -500127.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -500156.781250 Penalty: 4159.880859
	Iteration 21Q: 3 clusters Score -500156.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -500183.031250 Penalty: 4159.880859
	Iteration 22Q: 3 clusters Score -500183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -500204.625000 Penalty: 4159.880859
	Iteration 23Q: 3 clusters Score -500204.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -500222.718750 Penalty: 4159.880859
	Iteration 24Q: 3 clusters Score -500222.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -500242.593750 Penalty: 4159.880859
	Iteration 25Q: 3 clusters Score -500242.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -500258.718750 Penalty: 4159.880859
	Iteration 26Q: 3 clusters Score -500258.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -500276.625000 Penalty: 4159.880859
	Iteration 27Q: 3 clusters Score -500276.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -500285.625000 Penalty: 4159.880859
	Iteration 28Q: 3 clusters Score -500285.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -500291.125000 Penalty: 4159.880859
	Iteration 29Q: 3 clusters Score -500291.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -500295.531250 Penalty: 4159.880859
	Iteration 30Q: 3 clusters Score -500295.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -500299.937500 Penalty: 4159.880859
	Iteration 31Q: 3 clusters Score -500299.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -500303.156250 Penalty: 4159.880859
	Iteration 32Q: 3 clusters Score -500303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -500304.093750 Penalty: 4159.880859
	Iteration 33Q: 3 clusters Score -500304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -500306.406250 Penalty: 4159.880859
	Iteration 34Q: 3 clusters Score -500306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -500306.687500 Penalty: 4159.880859
	Iteration 35Q: 3 clusters Score -500306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -500308.750000 Penalty: 4159.880859
	Iteration 36Q: 3 clusters Score -500308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -500309.781250 Penalty: 4159.880859
	Iteration 37Q: 3 clusters Score -500309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -500309.781250 Penalty: 4159.880859
	Iteration 38F: 3 clusters Score -500309.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (17403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Entering Unmasked Estep 
Score: -1943452.000000 Penalty: 2421.570557
	Iteration 0F: 2 clusters Score -1943452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1931097.125000 Penalty: 4843.141113
	Iteration 0F: 3 clusters Score -1931097 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1935289.375000 Penalty: 4843.141113
	Iteration 1F: 3 clusters Score -1935289 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1935773.625000 Penalty: 4843.141113
	Iteration 2F: 3 clusters Score -1935774 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1936231.000000 Penalty: 4843.141113
	Iteration 3F: 3 clusters Score -1936231 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1936620.000000 Penalty: 4843.141113
	Iteration 4Q: 3 clusters Score -1936620 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1937016.125000 Penalty: 4843.141113
	Iteration 5Q: 3 clusters Score -1937016 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1937428.500000 Penalty: 4843.141113
	Iteration 6Q: 3 clusters Score -1937428 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1937924.625000 Penalty: 4843.141113
	Iteration 7Q: 3 clusters Score -1937925 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1938537.250000 Penalty: 4843.141113
	Iteration 8Q: 3 clusters Score -1938537 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1939228.375000 Penalty: 4843.141113
	Iteration 9F: 3 clusters Score -1939228 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1939919.500000 Penalty: 4843.141113
	Iteration 10Q: 3 clusters Score -1939920 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1940503.625000 Penalty: 4843.141113
	Iteration 11Q: 3 clusters Score -1940504 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1940998.750000 Penalty: 4843.141113
	Iteration 12Q: 3 clusters Score -1940999 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1941423.000000 Penalty: 4843.141113
	Iteration 13Q: 3 clusters Score -1941423 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1941702.375000 Penalty: 4843.141113
	Iteration 14Q: 3 clusters Score -1941702 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1941843.375000 Penalty: 4843.141113
	Iteration 15Q: 3 clusters Score -1941843 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1941906.000000 Penalty: 4843.141113
	Iteration 16Q: 3 clusters Score -1941906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1941949.000000 Penalty: 4843.141113
	Iteration 17Q: 3 clusters Score -1941949 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1941973.250000 Penalty: 4843.141113
	Iteration 18Q: 3 clusters Score -1941973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1941986.375000 Penalty: 4843.141113
	Iteration 19Q: 3 clusters Score -1941986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1941996.750000 Penalty: 4843.141113
	Iteration 20F: 3 clusters Score -1941997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1942003.000000 Penalty: 4843.141113
	Iteration 21Q: 3 clusters Score -1942003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1942005.125000 Penalty: 4843.141113
	Iteration 22Q: 3 clusters Score -1942005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1942014.625000 Penalty: 4843.141113
	Iteration 23Q: 3 clusters Score -1942015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1942021.125000 Penalty: 4843.141113
	Iteration 24Q: 3 clusters Score -1942021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1942027.500000 Penalty: 4843.141113
	Iteration 25Q: 3 clusters Score -1942028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1942028.750000 Penalty: 4843.141113
	Iteration 26Q: 3 clusters Score -1942029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1942031.500000 Penalty: 4843.141113
	Iteration 27Q: 3 clusters Score -1942032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1942033.875000 Penalty: 4843.141113
	Iteration 28Q: 3 clusters Score -1942034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1942033.875000 Penalty: 4843.141113
	Iteration 29F: 3 clusters Score -1942034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -278426.656250 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -278426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -275937.062500 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -275937.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -276865.093750 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -276865.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -277461.343750 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -277461.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -277694.687500 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -277694.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -277877.906250 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -277877.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -278013.187500 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -278013.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -278123.218750 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -278123.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -278206.437500 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -278206.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -278264.250000 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -278264.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -278313.375000 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -278313.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -278342.812500 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -278342.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -278380.062500 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -278380.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -278402.750000 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -278402.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -278425.937500 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -278425.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -278465.312500 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -278465.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -278541.843750 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -278541.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -278585.312500 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -278585.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -278609.406250 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -278609.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -278640.906250 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -278640.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -278677.968750 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -278678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -278799.250000 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -278799.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -278942.906250 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -278942.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -278971.125000 Penalty: 3755.961426
	Iteration 22Q: 3 clusters Score -278971.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -278990.000000 Penalty: 3755.961426
	Iteration 23Q: 3 clusters Score -278990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -279001.406250 Penalty: 3755.961426
	Iteration 24Q: 3 clusters Score -279001.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -279018.656250 Penalty: 3755.961426
	Iteration 25Q: 3 clusters Score -279018.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -279045.031250 Penalty: 3755.961426
	Iteration 26Q: 3 clusters Score -279045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -279057.500000 Penalty: 3755.961426
	Iteration 27Q: 3 clusters Score -279057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -279063.312500 Penalty: 3755.961426
	Iteration 28Q: 3 clusters Score -279063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -279067.218750 Penalty: 3755.961426
	Iteration 29Q: 3 clusters Score -279067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -279071.031250 Penalty: 3755.961426
	Iteration 30Q: 3 clusters Score -279071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -279076.843750 Penalty: 3755.961426
	Iteration 31Q: 3 clusters Score -279076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -279079.312500 Penalty: 3755.961426
	Iteration 32Q: 3 clusters Score -279079.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -279080.593750 Penalty: 3755.961426
	Iteration 33Q: 3 clusters Score -279080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -279080.593750 Penalty: 3755.961426
	Iteration 34F: 3 clusters Score -279080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 854 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
Score: -133770024.000000 Penalty: 225349.328125
Splitting cluster 55 changes total score from -133770944.000000 to -133770024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (9361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Entering Unmasked Estep 
Score: -950251.937500 Penalty: 2267.788086
	Iteration 0F: 2 clusters Score -950251.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -943059.250000 Penalty: 4535.576172
	Iteration 0F: 3 clusters Score -943059.2 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -945407.750000 Penalty: 4535.576172
	Iteration 1F: 3 clusters Score -945407.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -945937.000000 Penalty: 4535.576172
	Iteration 2F: 3 clusters Score -945937 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -946343.500000 Penalty: 4535.576172
	Iteration 3F: 3 clusters Score -946343.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -946709.562500 Penalty: 4535.576172
	Iteration 4F: 3 clusters Score -946709.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -947083.687500 Penalty: 4535.576172
	Iteration 5F: 3 clusters Score -947083.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -947448.125000 Penalty: 4535.576172
	Iteration 6F: 3 clusters Score -947448.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -947750.687500 Penalty: 4535.576172
	Iteration 7Q: 3 clusters Score -947750.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -948013.562500 Penalty: 4535.576172
	Iteration 8Q: 3 clusters Score -948013.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -948187.937500 Penalty: 4535.576172
	Iteration 9Q: 3 clusters Score -948187.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -948305.500000 Penalty: 4535.576172
	Iteration 10Q: 3 clusters Score -948305.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -948397.250000 Penalty: 4535.576172
	Iteration 11Q: 3 clusters Score -948397.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -948472.125000 Penalty: 4535.576172
	Iteration 12Q: 3 clusters Score -948472.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -948533.250000 Penalty: 4535.576172
	Iteration 13Q: 3 clusters Score -948533.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -948574.562500 Penalty: 4535.576172
	Iteration 14Q: 3 clusters Score -948574.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -948624.250000 Penalty: 4535.576172
	Iteration 15Q: 3 clusters Score -948624.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -948667.437500 Penalty: 4535.576172
	Iteration 16Q: 3 clusters Score -948667.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -948708.937500 Penalty: 4535.576172
	Iteration 17Q: 3 clusters Score -948708.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -948734.250000 Penalty: 4535.576172
	Iteration 18Q: 3 clusters Score -948734.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -948763.312500 Penalty: 4535.576172
	Iteration 19Q: 3 clusters Score -948763.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -948802.437500 Penalty: 4535.576172
	Iteration 20F: 3 clusters Score -948802.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -948826.125000 Penalty: 4535.576172
	Iteration 21Q: 3 clusters Score -948826.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -948849.062500 Penalty: 4535.576172
	Iteration 22Q: 3 clusters Score -948849.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -948876.500000 Penalty: 4535.576172
	Iteration 23Q: 3 clusters Score -948876.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -948904.625000 Penalty: 4535.576172
	Iteration 24Q: 3 clusters Score -948904.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -948938.062500 Penalty: 4535.576172
	Iteration 25Q: 3 clusters Score -948938.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -948965.000000 Penalty: 4535.576172
	Iteration 26Q: 3 clusters Score -948965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -948994.250000 Penalty: 4535.576172
	Iteration 27Q: 3 clusters Score -948994.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -949020.312500 Penalty: 4535.576172
	Iteration 28Q: 3 clusters Score -949020.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -949042.312500 Penalty: 4535.576172
	Iteration 29Q: 3 clusters Score -949042.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -949056.187500 Penalty: 4535.576172
	Iteration 30Q: 3 clusters Score -949056.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -949069.000000 Penalty: 4535.576172
	Iteration 31Q: 3 clusters Score -949069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -949079.687500 Penalty: 4535.576172
	Iteration 32Q: 3 clusters Score -949079.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -949088.375000 Penalty: 4535.576172
	Iteration 33Q: 3 clusters Score -949088.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -949098.625000 Penalty: 4535.576172
	Iteration 34Q: 3 clusters Score -949098.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -949101.375000 Penalty: 4535.576172
	Iteration 35Q: 3 clusters Score -949101.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -949111.875000 Penalty: 4535.576172
	Iteration 36Q: 3 clusters Score -949111.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -949119.500000 Penalty: 4535.576172
	Iteration 37Q: 3 clusters Score -949119.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -949126.187500 Penalty: 4535.576172
	Iteration 38Q: 3 clusters Score -949126.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -949130.062500 Penalty: 4535.576172
	Iteration 39Q: 3 clusters Score -949130.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -949135.937500 Penalty: 4535.576172
	Iteration 40F: 3 clusters Score -949135.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -949143.562500 Penalty: 4535.576172
	Iteration 41Q: 3 clusters Score -949143.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -949159.625000 Penalty: 4535.576172
	Iteration 42Q: 3 clusters Score -949159.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -949175.812500 Penalty: 4535.576172
	Iteration 43Q: 3 clusters Score -949175.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -949194.937500 Penalty: 4535.576172
	Iteration 44Q: 3 clusters Score -949194.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -949229.437500 Penalty: 4535.576172
	Iteration 45Q: 3 clusters Score -949229.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -949271.937500 Penalty: 4535.576172
	Iteration 46Q: 3 clusters Score -949271.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -949317.500000 Penalty: 4535.576172
	Iteration 47Q: 3 clusters Score -949317.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -949365.500000 Penalty: 4535.576172
	Iteration 48Q: 3 clusters Score -949365.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -949404.500000 Penalty: 4535.576172
	Iteration 49Q: 3 clusters Score -949404.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -949430.000000 Penalty: 4535.576172
	Iteration 50Q: 3 clusters Score -949430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -949459.000000 Penalty: 4535.576172
	Iteration 51Q: 3 clusters Score -949459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -949487.187500 Penalty: 4535.576172
	Iteration 52Q: 3 clusters Score -949487.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -949527.187500 Penalty: 4535.576172
	Iteration 53Q: 3 clusters Score -949527.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -949560.500000 Penalty: 4535.576172
	Iteration 54Q: 3 clusters Score -949560.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -949595.062500 Penalty: 4535.576172
	Iteration 55Q: 3 clusters Score -949595.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -949615.812500 Penalty: 4535.576172
	Iteration 56Q: 3 clusters Score -949615.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -949635.750000 Penalty: 4535.576172
	Iteration 57Q: 3 clusters Score -949635.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -949651.187500 Penalty: 4535.576172
	Iteration 58Q: 3 clusters Score -949651.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -949664.937500 Penalty: 4535.576172
	Iteration 59Q: 3 clusters Score -949664.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -949676.562500 Penalty: 4535.576172
	Iteration 60F: 3 clusters Score -949676.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -949688.312500 Penalty: 4535.576172
	Iteration 61Q: 3 clusters Score -949688.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -949695.000000 Penalty: 4535.576172
	Iteration 62Q: 3 clusters Score -949695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -949703.875000 Penalty: 4535.576172
	Iteration 63Q: 3 clusters Score -949703.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -949708.875000 Penalty: 4535.576172
	Iteration 64Q: 3 clusters Score -949708.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -949711.312500 Penalty: 4535.576172
	Iteration 65Q: 3 clusters Score -949711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -949712.125000 Penalty: 4535.576172
	Iteration 66Q: 3 clusters Score -949712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -949713.062500 Penalty: 4535.576172
	Iteration 67Q: 3 clusters Score -949713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -949716.375000 Penalty: 4535.576172
	Iteration 68Q: 3 clusters Score -949716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -949715.875000 Penalty: 4535.576172
	Iteration 69Q: 3 clusters Score -949715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -949721.687500 Penalty: 4535.576172
	Iteration 70Q: 3 clusters Score -949721.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -949724.437500 Penalty: 4535.576172
	Iteration 71Q: 3 clusters Score -949724.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -949727.500000 Penalty: 4535.576172
	Iteration 72Q: 3 clusters Score -949727.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -949729.062500 Penalty: 4535.576172
	Iteration 73Q: 3 clusters Score -949729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -949730.625000 Penalty: 4535.576172
	Iteration 74Q: 3 clusters Score -949730.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -949730.500000 Penalty: 4535.576172
	Iteration 75Q: 3 clusters Score -949730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -949730.875000 Penalty: 4535.576172
	Iteration 76Q: 3 clusters Score -949730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -949732.062500 Penalty: 4535.576172
	Iteration 77Q: 3 clusters Score -949732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -949732.062500 Penalty: 4535.576172
	Iteration 78F: 3 clusters Score -949732.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Entering Unmasked Estep 
Score: -625822.125000 Penalty: 2136.306396
	Iteration 0F: 2 clusters Score -625822.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -620997.562500 Penalty: 4272.612793
	Iteration 0F: 3 clusters Score -620997.6 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -622159.562500 Penalty: 4272.612793
	Iteration 1F: 3 clusters Score -622159.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -622435.625000 Penalty: 4272.612793
	Iteration 2F: 3 clusters Score -622435.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -622675.187500 Penalty: 4272.612793
	Iteration 3F: 3 clusters Score -622675.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -622910.125000 Penalty: 4272.612793
	Iteration 4F: 3 clusters Score -622910.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -623191.687500 Penalty: 4272.612793
	Iteration 5F: 3 clusters Score -623191.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -623500.625000 Penalty: 4272.612793
	Iteration 6F: 3 clusters Score -623500.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -623842.625000 Penalty: 4272.612793
	Iteration 7F: 3 clusters Score -623842.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -624088.187500 Penalty: 4272.612793
	Iteration 8F: 3 clusters Score -624088.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -624246.625000 Penalty: 4272.612793
	Iteration 9Q: 3 clusters Score -624246.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -624341.437500 Penalty: 4272.612793
	Iteration 10Q: 3 clusters Score -624341.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -624385.812500 Penalty: 4272.612793
	Iteration 11Q: 3 clusters Score -624385.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -624417.000000 Penalty: 4272.612793
	Iteration 12Q: 3 clusters Score -624417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -624436.125000 Penalty: 4272.612793
	Iteration 13Q: 3 clusters Score -624436.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -624446.750000 Penalty: 4272.612793
	Iteration 14Q: 3 clusters Score -624446.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -624454.125000 Penalty: 4272.612793
	Iteration 15Q: 3 clusters Score -624454.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -624461.562500 Penalty: 4272.612793
	Iteration 16Q: 3 clusters Score -624461.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -624467.750000 Penalty: 4272.612793
	Iteration 17Q: 3 clusters Score -624467.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -624472.562500 Penalty: 4272.612793
	Iteration 18Q: 3 clusters Score -624472.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -624477.375000 Penalty: 4272.612793
	Iteration 19Q: 3 clusters Score -624477.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -624478.062500 Penalty: 4272.612793
	Iteration 20F: 3 clusters Score -624478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -624481.000000 Penalty: 4272.612793
	Iteration 21Q: 3 clusters Score -624481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -624482.375000 Penalty: 4272.612793
	Iteration 22Q: 3 clusters Score -624482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -624484.562500 Penalty: 4272.612793
	Iteration 23Q: 3 clusters Score -624484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -624484.937500 Penalty: 4272.612793
	Iteration 24Q: 3 clusters Score -624484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -624484.625000 Penalty: 4272.612793
	Iteration 25Q: 3 clusters Score -624484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -624487.125000 Penalty: 4272.612793
	Iteration 26Q: 3 clusters Score -624487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -624486.562500 Penalty: 4272.612793
	Iteration 27Q: 3 clusters Score -624486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -624487.875000 Penalty: 4272.612793
	Iteration 28Q: 3 clusters Score -624487.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -624488.937500 Penalty: 4272.612793
	Iteration 29Q: 3 clusters Score -624488.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -624489.375000 Penalty: 4272.612793
	Iteration 30Q: 3 clusters Score -624489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -624489.937500 Penalty: 4272.612793
	Iteration 31Q: 3 clusters Score -624489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -624490.500000 Penalty: 4272.612793
	Iteration 32Q: 3 clusters Score -624490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -624491.687500 Penalty: 4272.612793
	Iteration 33Q: 3 clusters Score -624491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -624491.500000 Penalty: 4272.612793
	Iteration 34Q: 3 clusters Score -624491.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -624492.812500 Penalty: 4272.612793
	Iteration 35Q: 3 clusters Score -624492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -624493.000000 Penalty: 4272.612793
	Iteration 36Q: 3 clusters Score -624493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -624494.500000 Penalty: 4272.612793
	Iteration 37Q: 3 clusters Score -624494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -624496.187500 Penalty: 4272.612793
	Iteration 38Q: 3 clusters Score -624496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -624498.562500 Penalty: 4272.612793
	Iteration 39Q: 3 clusters Score -624498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -624499.312500 Penalty: 4272.612793
	Iteration 40F: 3 clusters Score -624499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -624499.062500 Penalty: 4272.612793
	Iteration 41Q: 3 clusters Score -624499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -624499.875000 Penalty: 4272.612793
	Iteration 42Q: 3 clusters Score -624499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -624502.250000 Penalty: 4272.612793
	Iteration 43Q: 3 clusters Score -624502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -624501.437500 Penalty: 4272.612793
	Iteration 44Q: 3 clusters Score -624501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -624503.687500 Penalty: 4272.612793
	Iteration 45Q: 3 clusters Score -624503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -624504.562500 Penalty: 4272.612793
	Iteration 46Q: 3 clusters Score -624504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -624504.562500 Penalty: 4272.612793
	Iteration 47F: 3 clusters Score -624504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -280771.062500 Penalty: 1934.440430
	Iteration 0F: 2 clusters Score -280771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -277901.843750 Penalty: 3868.880859
	Iteration 0F: 3 clusters Score -277901.8 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -278420.156250 Penalty: 3868.880859
	Iteration 1F: 3 clusters Score -278420.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -278529.718750 Penalty: 3868.880859
	Iteration 2F: 3 clusters Score -278529.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -278584.406250 Penalty: 3868.880859
	Iteration 3Q: 3 clusters Score -278584.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -278619.718750 Penalty: 3868.880859
	Iteration 4Q: 3 clusters Score -278619.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -278658.312500 Penalty: 3868.880859
	Iteration 5Q: 3 clusters Score -278658.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -278693.843750 Penalty: 3868.880859
	Iteration 6Q: 3 clusters Score -278693.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -278720.281250 Penalty: 3868.880859
	Iteration 7Q: 3 clusters Score -278720.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -278734.437500 Penalty: 3868.880859
	Iteration 8Q: 3 clusters Score -278734.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -278743.593750 Penalty: 3868.880859
	Iteration 9Q: 3 clusters Score -278743.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -278751.156250 Penalty: 3868.880859
	Iteration 10Q: 3 clusters Score -278751.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -278758.593750 Penalty: 3868.880859
	Iteration 11Q: 3 clusters Score -278758.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -278767.187500 Penalty: 3868.880859
	Iteration 12Q: 3 clusters Score -278767.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -278774.531250 Penalty: 3868.880859
	Iteration 13Q: 3 clusters Score -278774.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -278787.093750 Penalty: 3868.880859
	Iteration 14Q: 3 clusters Score -278787.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -278797.937500 Penalty: 3868.880859
	Iteration 15Q: 3 clusters Score -278797.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -278805.687500 Penalty: 3868.880859
	Iteration 16Q: 3 clusters Score -278805.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -278816.312500 Penalty: 3868.880859
	Iteration 17Q: 3 clusters Score -278816.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -278824.156250 Penalty: 3868.880859
	Iteration 18Q: 3 clusters Score -278824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -278831.718750 Penalty: 3868.880859
	Iteration 19Q: 3 clusters Score -278831.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -278837.625000 Penalty: 3868.880859
	Iteration 20F: 3 clusters Score -278837.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -278842.156250 Penalty: 3868.880859
	Iteration 21Q: 3 clusters Score -278842.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -278845.875000 Penalty: 3868.880859
	Iteration 22Q: 3 clusters Score -278845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -278849.906250 Penalty: 3868.880859
	Iteration 23Q: 3 clusters Score -278849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -278852.375000 Penalty: 3868.880859
	Iteration 24Q: 3 clusters Score -278852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -278856.406250 Penalty: 3868.880859
	Iteration 25Q: 3 clusters Score -278856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -278859.187500 Penalty: 3868.880859
	Iteration 26Q: 3 clusters Score -278859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -278860.687500 Penalty: 3868.880859
	Iteration 27Q: 3 clusters Score -278860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -278865.468750 Penalty: 3868.880859
	Iteration 28Q: 3 clusters Score -278865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -278869.718750 Penalty: 3868.880859
	Iteration 29Q: 3 clusters Score -278869.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -278873.312500 Penalty: 3868.880859
	Iteration 30Q: 3 clusters Score -278873.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -278876.718750 Penalty: 3868.880859
	Iteration 31Q: 3 clusters Score -278876.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -278879.062500 Penalty: 3868.880859
	Iteration 32Q: 3 clusters Score -278879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -278880.281250 Penalty: 3868.880859
	Iteration 33Q: 3 clusters Score -278880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -278879.687500 Penalty: 3868.880859
	Iteration 34Q: 3 clusters Score -278879.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -278879.687500 Penalty: 3868.880859
	Iteration 35F: 3 clusters Score -278879.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Entering Unmasked Estep 
Score: -464222.812500 Penalty: 2002.975830
	Iteration 0F: 2 clusters Score -464222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -460853.906250 Penalty: 4005.951660
	Iteration 0F: 3 clusters Score -460853.9 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -461958.062500 Penalty: 4005.951660
	Iteration 1F: 3 clusters Score -461958.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -462639.312500 Penalty: 4005.951660
	Iteration 2F: 3 clusters Score -462639.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -463156.875000 Penalty: 4005.951660
	Iteration 3F: 3 clusters Score -463156.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -463421.750000 Penalty: 4005.951660
	Iteration 4F: 3 clusters Score -463421.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -463559.593750 Penalty: 4005.951660
	Iteration 5Q: 3 clusters Score -463559.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -463644.125000 Penalty: 4005.951660
	Iteration 6Q: 3 clusters Score -463644.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -463707.125000 Penalty: 4005.951660
	Iteration 7Q: 3 clusters Score -463707.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -463756.781250 Penalty: 4005.951660
	Iteration 8Q: 3 clusters Score -463756.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -463784.937500 Penalty: 4005.951660
	Iteration 9Q: 3 clusters Score -463784.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -463805.281250 Penalty: 4005.951660
	Iteration 10Q: 3 clusters Score -463805.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -463816.406250 Penalty: 4005.951660
	Iteration 11Q: 3 clusters Score -463816.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -463821.562500 Penalty: 4005.951660
	Iteration 12Q: 3 clusters Score -463821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -463824.500000 Penalty: 4005.951660
	Iteration 13Q: 3 clusters Score -463824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -463827.125000 Penalty: 4005.951660
	Iteration 14Q: 3 clusters Score -463827.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -463834.781250 Penalty: 4005.951660
	Iteration 15Q: 3 clusters Score -463834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -463838.781250 Penalty: 4005.951660
	Iteration 16Q: 3 clusters Score -463838.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -463841.437500 Penalty: 4005.951660
	Iteration 17Q: 3 clusters Score -463841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -463843.062500 Penalty: 4005.951660
	Iteration 18Q: 3 clusters Score -463843.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -463844.500000 Penalty: 4005.951660
	Iteration 19Q: 3 clusters Score -463844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -463846.656250 Penalty: 4005.951660
	Iteration 20F: 3 clusters Score -463846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -463847.937500 Penalty: 4005.951660
	Iteration 21Q: 3 clusters Score -463847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -463849.812500 Penalty: 4005.951660
	Iteration 22Q: 3 clusters Score -463849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -463850.468750 Penalty: 4005.951660
	Iteration 23Q: 3 clusters Score -463850.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -463851.281250 Penalty: 4005.951660
	Iteration 24Q: 3 clusters Score -463851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -463851.875000 Penalty: 4005.951660
	Iteration 25Q: 3 clusters Score -463851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -463852.812500 Penalty: 4005.951660
	Iteration 26Q: 3 clusters Score -463852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -463856.000000 Penalty: 4005.951660
	Iteration 27Q: 3 clusters Score -463856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -463858.750000 Penalty: 4005.951660
	Iteration 28Q: 3 clusters Score -463858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -463859.062500 Penalty: 4005.951660
	Iteration 29Q: 3 clusters Score -463859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -463860.750000 Penalty: 4005.951660
	Iteration 30Q: 3 clusters Score -463860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -463860.875000 Penalty: 4005.951660
	Iteration 31Q: 3 clusters Score -463860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -463861.031250 Penalty: 4005.951660
	Iteration 32Q: 3 clusters Score -463861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -463861.062500 Penalty: 4005.951660
	Iteration 33Q: 3 clusters Score -463861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -463861.468750 Penalty: 4005.951660
	Iteration 34Q: 3 clusters Score -463861.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -463861.937500 Penalty: 4005.951660
	Iteration 35Q: 3 clusters Score -463861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -463861.937500 Penalty: 4005.951660
	Iteration 36F: 3 clusters Score -463861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -128912.093750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -128912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127116.859375 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -127116.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -127814.375000 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -127814.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -128214.054688 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -128214.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128400.390625 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -128400.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128527.453125 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -128527.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128601.281250 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -128601.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128641.273438 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -128641.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128678.820312 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -128678.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128702.000000 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -128702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128738.585938 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -128738.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128767.289062 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -128767.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128791.937500 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -128791.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128819.515625 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -128819.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128843.781250 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -128843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -128863.343750 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -128863.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -128883.328125 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -128883.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -128915.234375 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -128915.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -128938.023438 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -128938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128947.679688 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -128947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128953.625000 Penalty: 3385.966553
	Iteration 19Q: 3 clusters Score -128953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -128956.656250 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -128956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128961.382812 Penalty: 3385.966553
	Iteration 21Q: 3 clusters Score -128961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128961.382812 Penalty: 3385.966553
	Iteration 22F: 3 clusters Score -128961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 432 members 
Mstep: Class 61 contains 490 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 4537 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
Score: -133769328.000000 Penalty: 225349.328125
Splitting cluster 60 changes total score from -133770944.000000 to -133769328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -78514.789062 Penalty: 1582.270386
	Iteration 0F: 2 clusters Score -78514.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76983.179688 Penalty: 3164.540771
	Iteration 0F: 3 clusters Score -76983.18 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77311.562500 Penalty: 3164.540771
	Iteration 1F: 3 clusters Score -77311.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77488.679688 Penalty: 3164.540771
	Iteration 2F: 3 clusters Score -77488.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77581.796875 Penalty: 3164.540771
	Iteration 3Q: 3 clusters Score -77581.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77673.875000 Penalty: 3164.540771
	Iteration 4Q: 3 clusters Score -77673.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77713.968750 Penalty: 3164.540771
	Iteration 5Q: 3 clusters Score -77713.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77760.000000 Penalty: 3164.540771
	Iteration 6Q: 3 clusters Score -77760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77809.242188 Penalty: 3164.540771
	Iteration 7Q: 3 clusters Score -77809.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77865.625000 Penalty: 3164.540771
	Iteration 8Q: 3 clusters Score -77865.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77904.382812 Penalty: 3164.540771
	Iteration 9Q: 3 clusters Score -77904.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77937.343750 Penalty: 3164.540771
	Iteration 10Q: 3 clusters Score -77937.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77943.960938 Penalty: 3164.540771
	Iteration 11Q: 3 clusters Score -77943.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77946.242188 Penalty: 3164.540771
	Iteration 12Q: 3 clusters Score -77946.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77950.750000 Penalty: 3164.540771
	Iteration 13Q: 3 clusters Score -77950.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77964.054688 Penalty: 3164.540771
	Iteration 14Q: 3 clusters Score -77964.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77968.328125 Penalty: 3164.540771
	Iteration 15Q: 3 clusters Score -77968.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77968.328125 Penalty: 3164.540771
	Iteration 16F: 3 clusters Score -77968.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -641895.812500 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -641895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -637810.500000 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -637810.5 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -639896.375000 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -639896.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -641266.000000 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -641266 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -642125.562500 Penalty: 4176.330566
	Iteration 3F: 3 clusters Score -642125.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -642585.250000 Penalty: 4176.330566
	Iteration 4F: 3 clusters Score -642585.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -642923.875000 Penalty: 4176.330566
	Iteration 5Q: 3 clusters Score -642923.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -643280.750000 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -643280.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -643540.437500 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -643540.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -643645.375000 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -643645.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -643714.500000 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -643714.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -643765.312500 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -643765.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -643802.687500 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -643802.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -643826.500000 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -643826.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -643843.375000 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -643843.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -643854.187500 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -643854.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -643868.875000 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -643868.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -643883.375000 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -643883.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -643894.687500 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -643894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -643905.000000 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -643905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -643913.187500 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -643913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -643923.500000 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -643923.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -643929.812500 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -643929.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -643937.000000 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -643937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -643941.875000 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -643941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -643945.187500 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -643945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -643951.562500 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -643951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -643954.375000 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -643954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -643954.250000 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -643954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -643956.125000 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -643956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -643956.750000 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -643956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -643959.125000 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -643959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -643961.312500 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -643961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -643962.062500 Penalty: 4176.330566
	Iteration 32Q: 3 clusters Score -643962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -643960.187500 Penalty: 4176.330566
	Iteration 33Q: 3 clusters Score -643960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -643960.812500 Penalty: 4176.330566
	Iteration 34Q: 3 clusters Score -643960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -643962.812500 Penalty: 4176.330566
	Iteration 35Q: 3 clusters Score -643962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -643962.812500 Penalty: 4176.330566
	Iteration 36F: 3 clusters Score -643962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 61 contains 1675 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 2862 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
Score: -133771160.000000 Penalty: 225349.328125
Splitting cluster 63 changes total score from -133770944.000000 to -133771160.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 64 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -107011.132812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -107011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105341.367188 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -105341.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105880.843750 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -105880.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106056.609375 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -106056.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -106142.687500 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -106142.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -106248.234375 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -106248.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106339.015625 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -106339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -106351.132812 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -106351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106358.617188 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -106358.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -106368.109375 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -106368.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106385.023438 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -106385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106395.117188 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -106395.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -106407.937500 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -106407.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -106423.039062 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -106423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106434.906250 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -106434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -106439.617188 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -106439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106440.054688 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -106440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106440.054688 Penalty: 3329.023193
	Iteration 16F: 3 clusters Score -106440.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -54586.789062 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -54586.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53199.386719 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -53199.39 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53344.808594 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -53344.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53426.515625 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -53426.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53487.324219 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -53487.32 nChanged 12
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: -53552.484375 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -53552.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53614.195312 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -53614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53637.304688 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -53637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53650.121094 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -53650.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53653.679688 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -53653.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53657.578125 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -53657.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53662.863281 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -53662.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53662.863281 Penalty: 2965.527344
	Iteration 11F: 3 clusters Score -53662.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 190015 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18283 members 
Mstep: Class 29 contains 17491 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9200 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186607 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 40 contains 41390 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 10803 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 907 members 
Mstep: Class 52 contains 15827 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17403 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 9361 members 
Mstep: Class 57 contains 5509 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3218 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 2862 members 
Mstep: Class 64 contains 822 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771512.000000 Penalty: 225349.328125
Iteration 159Q: 66 clusters Score -1.337715e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22303 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17332 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 36688 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13887 members 
Mstep: Class 13 contains 170070 members 
Mstep: Class 14 contains 60156 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 8636 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 190022 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 27344 members 
Mstep: Class 23 contains 31033 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25148 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18285 members 
Mstep: Class 29 contains 17492 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9237 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51311 members 
Mstep: Class 35 contains 10305 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186612 members 
Mstep: Class 38 contains 8708 members 
Mstep: Class 39 contains 2419 members 
Mstep: Class 40 contains 41385 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7947 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2622 members 
Mstep: Class 49 contains 10794 members 
Mstep: Class 50 contains 9156 members 
Mstep: Class 51 contains 908 members 
Mstep: Class 52 contains 15826 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17340 members 
Mstep: Class 55 contains 1952 members 
Mstep: Class 56 contains 9366 members 
Mstep: Class 57 contains 5510 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3225 members 
Mstep: Class 60 contains 923 members 
Mstep: Class 61 contains 1623 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 2907 members 
Mstep: Class 64 contains 758 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771920.000000 Penalty: 225349.328125
Iteration 160F: 66 clusters Score -1.337719e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22304 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 17330 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13527 members 
Mstep: Class 10 contains 36683 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13888 members 
Mstep: Class 13 contains 170070 members 
Mstep: Class 14 contains 60169 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 8636 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 190029 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 27346 members 
Mstep: Class 23 contains 31035 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25150 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18285 members 
Mstep: Class 29 contains 17493 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9277 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51310 members 
Mstep: Class 35 contains 10301 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186614 members 
Mstep: Class 38 contains 8709 members 
Mstep: Class 39 contains 2418 members 
Mstep: Class 40 contains 41380 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7950 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2624 members 
Mstep: Class 49 contains 10787 members 
Mstep: Class 50 contains 9157 members 
Mstep: Class 51 contains 905 members 
Mstep: Class 52 contains 15826 members 
Mstep: Class 53 contains 4389 members 
Mstep: Class 54 contains 17277 members 
Mstep: Class 55 contains 1957 members 
Mstep: Class 56 contains 9372 members 
Mstep: Class 57 contains 5510 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3221 members 
Mstep: Class 60 contains 922 members 
Mstep: Class 61 contains 1617 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 2944 members 
Mstep: Class 64 contains 716 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772080.000000 Penalty: 225349.328125
Iteration 161Q: 66 clusters Score -1.337721e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17330 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13525 members 
Mstep: Class 10 contains 36678 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13890 members 
Mstep: Class 13 contains 170069 members 
Mstep: Class 14 contains 60191 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 190029 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 27348 members 
Mstep: Class 23 contains 31039 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25152 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18285 members 
Mstep: Class 29 contains 17493 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 9316 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51308 members 
Mstep: Class 35 contains 10294 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186615 members 
Mstep: Class 38 contains 8710 members 
Mstep: Class 39 contains 2417 members 
Mstep: Class 40 contains 41376 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7954 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2627 members 
Mstep: Class 49 contains 10779 members 
Mstep: Class 50 contains 9158 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 15826 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 17213 members 
Mstep: Class 55 contains 1958 members 
Mstep: Class 56 contains 9377 members 
Mstep: Class 57 contains 5511 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 920 members 
Mstep: Class 61 contains 1603 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 2972 members 
Mstep: Class 64 contains 702 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772000.000000 Penalty: 225349.328125
Iteration 162Q: 66 clusters Score -1.33772e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22304 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10343 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17329 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13522 members 
Mstep: Class 10 contains 36675 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13890 members 
Mstep: Class 13 contains 170068 members 
Mstep: Class 14 contains 60212 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 8632 members 
Mstep: Class 18 contains 4886 members 
Mstep: Class 19 contains 190037 members 
Mstep: Class 20 contains 5574 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 27347 members 
Mstep: Class 23 contains 31039 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25153 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18285 members 
Mstep: Class 29 contains 17494 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6148 members 
Mstep: Class 32 contains 9346 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51309 members 
Mstep: Class 35 contains 10290 members 
Mstep: Class 36 contains 3668 members 
Mstep: Class 37 contains 186613 members 
Mstep: Class 38 contains 8713 members 
Mstep: Class 39 contains 2416 members 
Mstep: Class 40 contains 41378 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7960 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2628 members 
Mstep: Class 49 contains 10776 members 
Mstep: Class 50 contains 9158 members 
Mstep: Class 51 contains 894 members 
Mstep: Class 52 contains 15826 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 17154 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 9380 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3221 members 
Mstep: Class 60 contains 920 members 
Mstep: Class 61 contains 1595 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 2988 members 
Mstep: Class 64 contains 692 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771856.000000 Penalty: 225349.328125
Iteration 163Q: 66 clusters Score -1.337719e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22303 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10344 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17328 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 13519 members 
Mstep: Class 10 contains 36668 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13892 members 
Mstep: Class 13 contains 170068 members 
Mstep: Class 14 contains 60228 members 
Mstep: Class 15 contains 1201 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4890 members 
Mstep: Class 19 contains 190041 members 
Mstep: Class 20 contains 5574 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 27347 members 
Mstep: Class 23 contains 31039 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25150 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18285 members 
Mstep: Class 29 contains 17494 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6147 members 
Mstep: Class 32 contains 9385 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51312 members 
Mstep: Class 35 contains 10293 members 
Mstep: Class 36 contains 3668 members 
Mstep: Class 37 contains 186616 members 
Mstep: Class 38 contains 8712 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41368 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7963 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3968 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2628 members 
Mstep: Class 49 contains 10773 members 
Mstep: Class 50 contains 9159 members 
Mstep: Class 51 contains 891 members 
Mstep: Class 52 contains 15825 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 17105 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 9387 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3221 members 
Mstep: Class 60 contains 919 members 
Mstep: Class 61 contains 1588 members 
Mstep: Class 62 contains 590 members 
Mstep: Class 63 contains 2997 members 
Mstep: Class 64 contains 688 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771872.000000 Penalty: 225349.328125
Iteration 164Q: 66 clusters Score -1.337719e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22303 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10344 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17329 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13519 members 
Mstep: Class 10 contains 36664 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13891 members 
Mstep: Class 13 contains 170069 members 
Mstep: Class 14 contains 60248 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11746 members 
Mstep: Class 17 contains 8630 members 
Mstep: Class 18 contains 4891 members 
Mstep: Class 19 contains 190039 members 
Mstep: Class 20 contains 5574 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 27348 members 
Mstep: Class 23 contains 31038 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25151 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18284 members 
Mstep: Class 29 contains 17494 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6146 members 
Mstep: Class 32 contains 9419 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51314 members 
Mstep: Class 35 contains 10293 members 
Mstep: Class 36 contains 3668 members 
Mstep: Class 37 contains 186618 members 
Mstep: Class 38 contains 8712 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41364 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7963 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3966 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1989 members 
Mstep: Class 48 contains 2630 members 
Mstep: Class 49 contains 10773 members 
Mstep: Class 50 contains 9160 members 
Mstep: Class 51 contains 889 members 
Mstep: Class 52 contains 15824 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 17055 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 9393 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3221 members 
Mstep: Class 60 contains 917 members 
Mstep: Class 61 contains 1575 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3010 members 
Mstep: Class 64 contains 685 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771968.000000 Penalty: 225349.328125
Iteration 165Q: 66 clusters Score -1.33772e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22306 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17332 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13517 members 
Mstep: Class 10 contains 36657 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13891 members 
Mstep: Class 13 contains 170070 members 
Mstep: Class 14 contains 60262 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 8629 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 190038 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 13292 members 
Mstep: Class 22 contains 27349 members 
Mstep: Class 23 contains 31036 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25149 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18284 members 
Mstep: Class 29 contains 17495 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6146 members 
Mstep: Class 32 contains 9452 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51317 members 
Mstep: Class 35 contains 10300 members 
Mstep: Class 36 contains 3668 members 
Mstep: Class 37 contains 186624 members 
Mstep: Class 38 contains 8713 members 
Mstep: Class 39 contains 2414 members 
Mstep: Class 40 contains 41362 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7962 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10768 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 888 members 
Mstep: Class 52 contains 15823 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 17001 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 9393 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3220 members 
Mstep: Class 60 contains 917 members 
Mstep: Class 61 contains 1566 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3019 members 
Mstep: Class 64 contains 683 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772104.000000 Penalty: 225349.328125
Iteration 166Q: 66 clusters Score -1.337721e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22308 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17332 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13516 members 
Mstep: Class 10 contains 36650 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13890 members 
Mstep: Class 13 contains 170070 members 
Mstep: Class 14 contains 60270 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11750 members 
Mstep: Class 17 contains 8629 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 190043 members 
Mstep: Class 20 contains 5576 members 
Mstep: Class 21 contains 13293 members 
Mstep: Class 22 contains 27351 members 
Mstep: Class 23 contains 31036 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25152 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18286 members 
Mstep: Class 29 contains 17496 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6146 members 
Mstep: Class 32 contains 9476 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51318 members 
Mstep: Class 35 contains 10301 members 
Mstep: Class 36 contains 3668 members 
Mstep: Class 37 contains 186630 members 
Mstep: Class 38 contains 8714 members 
Mstep: Class 39 contains 2414 members 
Mstep: Class 40 contains 41354 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7962 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3962 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10764 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 886 members 
Mstep: Class 52 contains 15822 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16959 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9397 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3220 members 
Mstep: Class 60 contains 917 members 
Mstep: Class 61 contains 1556 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3030 members 
Mstep: Class 64 contains 680 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771928.000000 Penalty: 225349.328125
Iteration 167Q: 66 clusters Score -1.337719e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22309 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17334 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13515 members 
Mstep: Class 10 contains 36645 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13888 members 
Mstep: Class 13 contains 170070 members 
Mstep: Class 14 contains 60290 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 190046 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 13293 members 
Mstep: Class 22 contains 27351 members 
Mstep: Class 23 contains 31034 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25147 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18288 members 
Mstep: Class 29 contains 17496 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6146 members 
Mstep: Class 32 contains 9499 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51319 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3668 members 
Mstep: Class 37 contains 186634 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2414 members 
Mstep: Class 40 contains 41349 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7963 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3963 members 
Mstep: Class 46 contains 9398 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10760 members 
Mstep: Class 50 contains 9160 members 
Mstep: Class 51 contains 886 members 
Mstep: Class 52 contains 15822 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16922 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9402 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3220 members 
Mstep: Class 60 contains 917 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3041 members 
Mstep: Class 64 contains 677 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771968.000000 Penalty: 225349.328125
Iteration 168Q: 66 clusters Score -1.33772e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22304 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17340 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13515 members 
Mstep: Class 10 contains 36639 members 
Mstep: Class 11 contains 11528 members 
Mstep: Class 12 contains 13888 members 
Mstep: Class 13 contains 170071 members 
Mstep: Class 14 contains 60299 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11744 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 190055 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 27349 members 
Mstep: Class 23 contains 31032 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25145 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 18290 members 
Mstep: Class 29 contains 17498 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6146 members 
Mstep: Class 32 contains 9529 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51319 members 
Mstep: Class 35 contains 10296 members 
Mstep: Class 36 contains 3668 members 
Mstep: Class 37 contains 186641 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2414 members 
Mstep: Class 40 contains 41351 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7963 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3963 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10753 members 
Mstep: Class 50 contains 9160 members 
Mstep: Class 51 contains 885 members 
Mstep: Class 52 contains 15822 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16877 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9398 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3220 members 
Mstep: Class 60 contains 917 members 
Mstep: Class 61 contains 1539 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3054 members 
Mstep: Class 64 contains 673 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771824.000000 Penalty: 225349.328125
Iteration 169Q: 66 clusters Score -1.337718e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22299 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17337 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13515 members 
Mstep: Class 10 contains 36635 members 
Mstep: Class 11 contains 11527 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60312 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11745 members 
Mstep: Class 17 contains 8626 members 
Mstep: Class 18 contains 4917 members 
Mstep: Class 19 contains 190061 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 27351 members 
Mstep: Class 23 contains 31030 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25144 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 18291 members 
Mstep: Class 29 contains 17499 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6146 members 
Mstep: Class 32 contains 9563 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51319 members 
Mstep: Class 35 contains 10296 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186643 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2414 members 
Mstep: Class 40 contains 41351 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7963 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3963 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10744 members 
Mstep: Class 50 contains 9160 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 15822 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16831 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9398 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3221 members 
Mstep: Class 60 contains 917 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3059 members 
Mstep: Class 64 contains 670 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771720.000000 Penalty: 225349.328125
Iteration 170Q: 66 clusters Score -1.337717e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22296 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17337 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13515 members 
Mstep: Class 10 contains 36635 members 
Mstep: Class 11 contains 11527 members 
Mstep: Class 12 contains 13884 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60320 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11744 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 190057 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 27352 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25144 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 6379 members 
Mstep: Class 28 contains 18293 members 
Mstep: Class 29 contains 17498 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9598 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51314 members 
Mstep: Class 35 contains 10294 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186646 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2414 members 
Mstep: Class 40 contains 41350 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7963 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10736 members 
Mstep: Class 50 contains 9160 members 
Mstep: Class 51 contains 881 members 
Mstep: Class 52 contains 15822 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16796 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9397 members 
Mstep: Class 57 contains 5514 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 917 members 
Mstep: Class 61 contains 1532 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3067 members 
Mstep: Class 64 contains 668 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771768.000000 Penalty: 225349.328125
Iteration 171Q: 66 clusters Score -1.337718e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17337 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13513 members 
Mstep: Class 10 contains 36631 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 13880 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60337 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11744 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 190050 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 27352 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25143 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 6379 members 
Mstep: Class 28 contains 18294 members 
Mstep: Class 29 contains 17502 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9630 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51314 members 
Mstep: Class 35 contains 10295 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186647 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2414 members 
Mstep: Class 40 contains 41346 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7965 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10733 members 
Mstep: Class 50 contains 9160 members 
Mstep: Class 51 contains 880 members 
Mstep: Class 52 contains 15822 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16750 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9395 members 
Mstep: Class 57 contains 5514 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 917 members 
Mstep: Class 61 contains 1528 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3072 members 
Mstep: Class 64 contains 667 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771728.000000 Penalty: 225349.328125
Iteration 172Q: 66 clusters Score -1.337717e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22299 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17338 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13512 members 
Mstep: Class 10 contains 36630 members 
Mstep: Class 11 contains 11528 members 
Mstep: Class 12 contains 13877 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60350 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11742 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4937 members 
Mstep: Class 19 contains 190048 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13301 members 
Mstep: Class 22 contains 27353 members 
Mstep: Class 23 contains 31030 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25142 members 
Mstep: Class 26 contains 1002 members 
Mstep: Class 27 contains 6379 members 
Mstep: Class 28 contains 18295 members 
Mstep: Class 29 contains 17503 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9663 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51313 members 
Mstep: Class 35 contains 10297 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186647 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2414 members 
Mstep: Class 40 contains 41344 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7965 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2635 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9160 members 
Mstep: Class 51 contains 878 members 
Mstep: Class 52 contains 15822 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16713 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9394 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 917 members 
Mstep: Class 61 contains 1525 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3075 members 
Mstep: Class 64 contains 667 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771744.000000 Penalty: 225349.328125
Iteration 173Q: 66 clusters Score -1.337717e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22298 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17337 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 36626 members 
Mstep: Class 11 contains 11528 members 
Mstep: Class 12 contains 13875 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60359 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11741 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 4939 members 
Mstep: Class 19 contains 190045 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13302 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31032 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25137 members 
Mstep: Class 26 contains 1005 members 
Mstep: Class 27 contains 6379 members 
Mstep: Class 28 contains 18295 members 
Mstep: Class 29 contains 17502 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9695 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51318 members 
Mstep: Class 35 contains 10297 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186652 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2414 members 
Mstep: Class 40 contains 41349 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2637 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9160 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16673 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9394 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 916 members 
Mstep: Class 61 contains 1522 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3078 members 
Mstep: Class 64 contains 667 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771704.000000 Penalty: 225349.328125
Iteration 174Q: 66 clusters Score -1.337717e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22292 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17338 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 36623 members 
Mstep: Class 11 contains 11528 members 
Mstep: Class 12 contains 13873 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60368 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190051 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13302 members 
Mstep: Class 22 contains 27353 members 
Mstep: Class 23 contains 31031 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25135 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18296 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9725 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51323 members 
Mstep: Class 35 contains 10297 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186658 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2414 members 
Mstep: Class 40 contains 41351 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2637 members 
Mstep: Class 49 contains 10726 members 
Mstep: Class 50 contains 9160 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16631 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9393 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3221 members 
Mstep: Class 60 contains 914 members 
Mstep: Class 61 contains 1519 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3081 members 
Mstep: Class 64 contains 667 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771744.000000 Penalty: 225349.328125
Iteration 175Q: 66 clusters Score -1.337717e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22290 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17346 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 36627 members 
Mstep: Class 11 contains 11528 members 
Mstep: Class 12 contains 13872 members 
Mstep: Class 13 contains 170075 members 
Mstep: Class 14 contains 60376 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11738 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190040 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13302 members 
Mstep: Class 22 contains 27350 members 
Mstep: Class 23 contains 31030 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25130 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18296 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4928 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9757 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51330 members 
Mstep: Class 35 contains 10297 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186659 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41349 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7969 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2637 members 
Mstep: Class 49 contains 10726 members 
Mstep: Class 50 contains 9160 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16595 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9391 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3221 members 
Mstep: Class 60 contains 913 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3083 members 
Mstep: Class 64 contains 666 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771792.000000 Penalty: 225349.328125
Iteration 176Q: 66 clusters Score -1.337718e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22290 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17349 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 36627 members 
Mstep: Class 11 contains 11528 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 170075 members 
Mstep: Class 14 contains 60382 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11738 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190037 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13302 members 
Mstep: Class 22 contains 27350 members 
Mstep: Class 23 contains 31026 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25128 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18296 members 
Mstep: Class 29 contains 17503 members 
Mstep: Class 30 contains 4929 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9790 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51331 members 
Mstep: Class 35 contains 10297 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186663 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41347 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7969 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2637 members 
Mstep: Class 49 contains 10726 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16556 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9391 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 911 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3083 members 
Mstep: Class 64 contains 666 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771912.000000 Penalty: 225349.328125
Iteration 177Q: 66 clusters Score -1.337719e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22292 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17349 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 36628 members 
Mstep: Class 11 contains 11527 members 
Mstep: Class 12 contains 13873 members 
Mstep: Class 13 contains 170072 members 
Mstep: Class 14 contains 60390 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11738 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190049 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13302 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31024 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25127 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6379 members 
Mstep: Class 28 contains 18296 members 
Mstep: Class 29 contains 17503 members 
Mstep: Class 30 contains 4929 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9819 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51330 members 
Mstep: Class 35 contains 10297 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186663 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41345 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7972 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16503 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9391 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 909 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3083 members 
Mstep: Class 64 contains 666 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771864.000000 Penalty: 225349.328125
Iteration 178Q: 66 clusters Score -1.337719e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22292 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17351 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36627 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13874 members 
Mstep: Class 13 contains 170072 members 
Mstep: Class 14 contains 60403 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11738 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190046 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13302 members 
Mstep: Class 22 contains 27356 members 
Mstep: Class 23 contains 31024 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25127 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18297 members 
Mstep: Class 29 contains 17502 members 
Mstep: Class 30 contains 4929 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9839 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51330 members 
Mstep: Class 35 contains 10298 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186665 members 
Mstep: Class 38 contains 8715 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41342 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7973 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16469 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 9392 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 905 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3083 members 
Mstep: Class 64 contains 666 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771960.000000 Penalty: 225349.328125
Iteration 179Q: 66 clusters Score -1.33772e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22288 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17354 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36630 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 13872 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60413 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11738 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190043 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13302 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31024 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25127 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18298 members 
Mstep: Class 29 contains 17502 members 
Mstep: Class 30 contains 4929 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9862 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51330 members 
Mstep: Class 35 contains 10298 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186667 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41339 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7974 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16438 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9391 members 
Mstep: Class 57 contains 5512 members 
Mstep: Class 58 contains 2441 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 899 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3083 members 
Mstep: Class 64 contains 663 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772040.000000 Penalty: 225349.328125
Iteration 180F: 66 clusters Score -1.33772e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22290 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36630 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11739 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190043 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13303 members 
Mstep: Class 22 contains 27356 members 
Mstep: Class 23 contains 31025 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25126 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18297 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4929 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9892 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51328 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41336 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7975 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16401 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3083 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772032.000000 Penalty: 225349.328125
Iteration 181Q: 66 clusters Score -1.33772e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22290 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17353 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36632 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13868 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60421 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11739 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190047 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13303 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31025 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25125 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18297 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4929 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9920 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51328 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41338 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7975 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16366 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772128.000000 Penalty: 225349.328125
Iteration 182Q: 66 clusters Score -1.337721e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36631 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13866 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60436 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11739 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190048 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13304 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31024 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25123 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18299 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4929 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9952 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51331 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186671 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41336 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7975 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16317 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772088.000000 Penalty: 225349.328125
Iteration 183Q: 66 clusters Score -1.337721e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17353 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36628 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13864 members 
Mstep: Class 13 contains 170075 members 
Mstep: Class 14 contains 60446 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11738 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190046 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13304 members 
Mstep: Class 22 contains 27353 members 
Mstep: Class 23 contains 31022 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25122 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18299 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 9979 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51333 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186674 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41341 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7975 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16278 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771872.000000 Penalty: 225349.328125
Iteration 184Q: 66 clusters Score -1.337719e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22291 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17353 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36620 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13862 members 
Mstep: Class 13 contains 170075 members 
Mstep: Class 14 contains 60452 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11738 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190051 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13304 members 
Mstep: Class 22 contains 27353 members 
Mstep: Class 23 contains 31023 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25119 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18299 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10008 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51334 members 
Mstep: Class 35 contains 10300 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186679 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41341 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7975 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16246 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771904.000000 Penalty: 225349.328125
Iteration 185Q: 66 clusters Score -1.337719e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22286 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17353 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36616 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170075 members 
Mstep: Class 14 contains 60463 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11738 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13306 members 
Mstep: Class 22 contains 27353 members 
Mstep: Class 23 contains 31019 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25118 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10038 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51337 members 
Mstep: Class 35 contains 10301 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186677 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41344 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7975 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16211 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771856.000000 Penalty: 225349.328125
Iteration 186Q: 66 clusters Score -1.337719e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22285 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17353 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36615 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60468 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11738 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190052 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13307 members 
Mstep: Class 22 contains 27353 members 
Mstep: Class 23 contains 31016 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25116 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10063 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51339 members 
Mstep: Class 35 contains 10303 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186675 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41348 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7975 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16184 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771960.000000 Penalty: 225349.328125
Iteration 187Q: 66 clusters Score -1.33772e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22284 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36615 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60470 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11739 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190056 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13308 members 
Mstep: Class 22 contains 27352 members 
Mstep: Class 23 contains 31014 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25113 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10085 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51343 members 
Mstep: Class 35 contains 10303 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186676 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41350 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7975 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16154 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771944.000000 Penalty: 225349.328125
Iteration 188Q: 66 clusters Score -1.337719e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22283 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36613 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60474 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11739 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13309 members 
Mstep: Class 22 contains 27352 members 
Mstep: Class 23 contains 31012 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25111 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10111 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51344 members 
Mstep: Class 35 contains 10303 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186676 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41355 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7976 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16126 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771960.000000 Penalty: 225349.328125
Iteration 189Q: 66 clusters Score -1.33772e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22284 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17353 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36614 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60478 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11739 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190051 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13309 members 
Mstep: Class 22 contains 27350 members 
Mstep: Class 23 contains 31009 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25106 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10130 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51344 members 
Mstep: Class 35 contains 10303 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186677 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41363 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7977 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10728 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16102 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771920.000000 Penalty: 225349.328125
Iteration 190Q: 66 clusters Score -1.337719e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22285 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36612 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60483 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190049 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13311 members 
Mstep: Class 22 contains 27350 members 
Mstep: Class 23 contains 31005 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25103 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10141 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51342 members 
Mstep: Class 35 contains 10302 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186678 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41365 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7978 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9162 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16090 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771992.000000 Penalty: 225349.328125
Iteration 191Q: 66 clusters Score -1.33772e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22290 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36611 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60488 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190047 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13313 members 
Mstep: Class 22 contains 27350 members 
Mstep: Class 23 contains 31007 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25100 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10152 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51342 members 
Mstep: Class 35 contains 10302 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186675 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41366 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7978 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9162 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16073 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771984.000000 Penalty: 225349.328125
Iteration 192Q: 66 clusters Score -1.33772e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22293 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17356 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36612 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60491 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8629 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190044 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13314 members 
Mstep: Class 22 contains 27351 members 
Mstep: Class 23 contains 31008 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25097 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10158 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51344 members 
Mstep: Class 35 contains 10302 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186673 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41366 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7978 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9162 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16062 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772000.000000 Penalty: 225349.328125
Iteration 193Q: 66 clusters Score -1.33772e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22298 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17356 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36612 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60496 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190046 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13315 members 
Mstep: Class 22 contains 27351 members 
Mstep: Class 23 contains 31005 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25095 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10161 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51344 members 
Mstep: Class 35 contains 10301 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186673 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41368 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16049 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771984.000000 Penalty: 225349.328125
Iteration 194Q: 66 clusters Score -1.33772e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22298 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36609 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60499 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190048 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27351 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25096 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18301 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10163 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51344 members 
Mstep: Class 35 contains 10300 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186671 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41368 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16046 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772040.000000 Penalty: 225349.328125
Iteration 195Q: 66 clusters Score -1.33772e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22297 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17353 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 14 contains 60501 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190050 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27352 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25099 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18302 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10164 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10300 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186668 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41366 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9162 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16044 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772024.000000 Penalty: 225349.328125
Iteration 196Q: 66 clusters Score -1.33772e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22297 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17353 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60507 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190052 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25100 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10165 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186669 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41366 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16034 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772000.000000 Penalty: 225349.328125
Iteration 197Q: 66 clusters Score -1.33772e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22299 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60509 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190055 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25100 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10167 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51346 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186669 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41366 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16027 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771968.000000 Penalty: 225349.328125
Iteration 198Q: 66 clusters Score -1.33772e+08 nChanged 14
Entering ConstructFrom: 
Score: -133771968.000000 Penalty: 225349.328125
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -50401.210938 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -50401.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49161.703125 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -49161.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49575.562500 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -49575.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49710.140625 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -49710.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49760.980469 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -49760.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49859.523438 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -49859.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49921.929688 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -49921.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -50003.945312 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -50003.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50054.625000 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -50054.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50079.226562 Penalty: 3103.803223
	Iteration 8Q: 3 clusters Score -50079.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50100.464844 Penalty: 3103.803223
	Iteration 9Q: 3 clusters Score -50100.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50111.093750 Penalty: 3103.803223
	Iteration 10Q: 3 clusters Score -50111.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50133.542969 Penalty: 3103.803223
	Iteration 11Q: 3 clusters Score -50133.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50167.750000 Penalty: 3103.803223
	Iteration 12Q: 3 clusters Score -50167.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50172.683594 Penalty: 3103.803223
	Iteration 13Q: 3 clusters Score -50172.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50174.238281 Penalty: 3103.803223
	Iteration 14Q: 3 clusters Score -50174.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50174.238281 Penalty: 3103.803223
	Iteration 15F: 3 clusters Score -50174.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Entering Unmasked Estep 
Score: -2631890.750000 Penalty: 2483.071777
	Iteration 0F: 2 clusters Score -2631891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2616454.250000 Penalty: 4966.143555
	Iteration 0F: 3 clusters Score -2616454 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2621991.250000 Penalty: 4966.143555
	Iteration 1F: 3 clusters Score -2621991 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2622764.500000 Penalty: 4966.143555
	Iteration 2F: 3 clusters Score -2622764 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2623521.000000 Penalty: 4966.143555
	Iteration 3F: 3 clusters Score -2623521 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2624162.750000 Penalty: 4966.143555
	Iteration 4F: 3 clusters Score -2624163 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2624782.250000 Penalty: 4966.143555
	Iteration 5F: 3 clusters Score -2624782 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2625398.000000 Penalty: 4966.143555
	Iteration 6F: 3 clusters Score -2625398 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2626020.500000 Penalty: 4966.143555
	Iteration 7F: 3 clusters Score -2626020 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2626647.250000 Penalty: 4966.143555
	Iteration 8Q: 3 clusters Score -2626647 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2627383.500000 Penalty: 4966.143555
	Iteration 9Q: 3 clusters Score -2627384 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2628141.500000 Penalty: 4966.143555
	Iteration 10Q: 3 clusters Score -2628142 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2628881.750000 Penalty: 4966.143555
	Iteration 11Q: 3 clusters Score -2628882 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2629502.500000 Penalty: 4966.143555
	Iteration 12Q: 3 clusters Score -2629502 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2629939.000000 Penalty: 4966.143555
	Iteration 13Q: 3 clusters Score -2629939 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2630187.500000 Penalty: 4966.143555
	Iteration 14Q: 3 clusters Score -2630188 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2630379.750000 Penalty: 4966.143555
	Iteration 15Q: 3 clusters Score -2630380 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2630483.000000 Penalty: 4966.143555
	Iteration 16Q: 3 clusters Score -2630483 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2630565.250000 Penalty: 4966.143555
	Iteration 17Q: 3 clusters Score -2630565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2630611.000000 Penalty: 4966.143555
	Iteration 18Q: 3 clusters Score -2630611 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2630632.250000 Penalty: 4966.143555
	Iteration 19Q: 3 clusters Score -2630632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2630648.250000 Penalty: 4966.143555
	Iteration 20F: 3 clusters Score -2630648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2630663.500000 Penalty: 4966.143555
	Iteration 21Q: 3 clusters Score -2630664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2630668.750000 Penalty: 4966.143555
	Iteration 22Q: 3 clusters Score -2630669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2630676.500000 Penalty: 4966.143555
	Iteration 23Q: 3 clusters Score -2630676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2630681.250000 Penalty: 4966.143555
	Iteration 24Q: 3 clusters Score -2630681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2630684.000000 Penalty: 4966.143555
	Iteration 25Q: 3 clusters Score -2630684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2630687.250000 Penalty: 4966.143555
	Iteration 26Q: 3 clusters Score -2630687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2630696.250000 Penalty: 4966.143555
	Iteration 27Q: 3 clusters Score -2630696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2630696.250000 Penalty: 4966.143555
	Iteration 28Q: 3 clusters Score -2630696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2630700.250000 Penalty: 4966.143555
	Iteration 29Q: 3 clusters Score -2630700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2630698.750000 Penalty: 4966.143555
	Iteration 30Q: 3 clusters Score -2630699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2630704.750000 Penalty: 4966.143555
	Iteration 31Q: 3 clusters Score -2630705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2630703.250000 Penalty: 4966.143555
	Iteration 32Q: 3 clusters Score -2630703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2630703.250000 Penalty: 4966.143555
	Iteration 33F: 3 clusters Score -2630703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -27075.263672 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -27075.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25834.080078 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -25834.08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26065.509766 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -26065.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26178.953125 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -26178.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26236.617188 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -26236.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26290.804688 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -26290.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26375.546875 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -26375.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26425.001953 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -26425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26427.878906 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -26427.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26427.878906 Penalty: 2988.829590
	Iteration 8F: 3 clusters Score -26427.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Entering Unmasked Estep 
Score: -1192675.500000 Penalty: 2292.600098
	Iteration 0F: 2 clusters Score -1192676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1184764.750000 Penalty: 4585.200195
	Iteration 0F: 3 clusters Score -1184765 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1187064.000000 Penalty: 4585.200195
	Iteration 1F: 3 clusters Score -1187064 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1187425.625000 Penalty: 4585.200195
	Iteration 2F: 3 clusters Score -1187426 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1187696.000000 Penalty: 4585.200195
	Iteration 3F: 3 clusters Score -1187696 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1187907.250000 Penalty: 4585.200195
	Iteration 4Q: 3 clusters Score -1187907 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1188067.250000 Penalty: 4585.200195
	Iteration 5Q: 3 clusters Score -1188067 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1188219.625000 Penalty: 4585.200195
	Iteration 6Q: 3 clusters Score -1188220 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1188342.750000 Penalty: 4585.200195
	Iteration 7Q: 3 clusters Score -1188343 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1188456.500000 Penalty: 4585.200195
	Iteration 8Q: 3 clusters Score -1188456 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1188579.250000 Penalty: 4585.200195
	Iteration 9Q: 3 clusters Score -1188579 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1188730.000000 Penalty: 4585.200195
	Iteration 10Q: 3 clusters Score -1188730 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1188947.375000 Penalty: 4585.200195
	Iteration 11Q: 3 clusters Score -1188947 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1189245.250000 Penalty: 4585.200195
	Iteration 12Q: 3 clusters Score -1189245 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1189628.000000 Penalty: 4585.200195
	Iteration 13Q: 3 clusters Score -1189628 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1190050.375000 Penalty: 4585.200195
	Iteration 14F: 3 clusters Score -1190050 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1190396.250000 Penalty: 4585.200195
	Iteration 15Q: 3 clusters Score -1190396 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1190702.000000 Penalty: 4585.200195
	Iteration 16Q: 3 clusters Score -1190702 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1190960.000000 Penalty: 4585.200195
	Iteration 17Q: 3 clusters Score -1190960 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1191135.250000 Penalty: 4585.200195
	Iteration 18Q: 3 clusters Score -1191135 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1191277.125000 Penalty: 4585.200195
	Iteration 19Q: 3 clusters Score -1191277 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1191390.125000 Penalty: 4585.200195
	Iteration 20F: 3 clusters Score -1191390 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1191467.625000 Penalty: 4585.200195
	Iteration 21Q: 3 clusters Score -1191468 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1191532.500000 Penalty: 4585.200195
	Iteration 22Q: 3 clusters Score -1191532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1191600.250000 Penalty: 4585.200195
	Iteration 23Q: 3 clusters Score -1191600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1191653.500000 Penalty: 4585.200195
	Iteration 24Q: 3 clusters Score -1191654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1191695.625000 Penalty: 4585.200195
	Iteration 25Q: 3 clusters Score -1191696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1191744.250000 Penalty: 4585.200195
	Iteration 26Q: 3 clusters Score -1191744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1191781.000000 Penalty: 4585.200195
	Iteration 27Q: 3 clusters Score -1191781 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1191804.125000 Penalty: 4585.200195
	Iteration 28Q: 3 clusters Score -1191804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1191824.500000 Penalty: 4585.200195
	Iteration 29Q: 3 clusters Score -1191824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1191840.250000 Penalty: 4585.200195
	Iteration 30Q: 3 clusters Score -1191840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1191852.625000 Penalty: 4585.200195
	Iteration 31Q: 3 clusters Score -1191853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1191856.750000 Penalty: 4585.200195
	Iteration 32Q: 3 clusters Score -1191857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1191862.625000 Penalty: 4585.200195
	Iteration 33Q: 3 clusters Score -1191863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1191864.875000 Penalty: 4585.200195
	Iteration 34Q: 3 clusters Score -1191865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1191866.625000 Penalty: 4585.200195
	Iteration 35Q: 3 clusters Score -1191867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1191866.000000 Penalty: 4585.200195
	Iteration 36Q: 3 clusters Score -1191866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1191868.375000 Penalty: 4585.200195
	Iteration 37Q: 3 clusters Score -1191868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1191871.000000 Penalty: 4585.200195
	Iteration 38Q: 3 clusters Score -1191871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1191876.375000 Penalty: 4585.200195
	Iteration 39Q: 3 clusters Score -1191876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1191880.125000 Penalty: 4585.200195
	Iteration 40F: 3 clusters Score -1191880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1191882.250000 Penalty: 4585.200195
	Iteration 41Q: 3 clusters Score -1191882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1191885.250000 Penalty: 4585.200195
	Iteration 42Q: 3 clusters Score -1191885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1191885.125000 Penalty: 4585.200195
	Iteration 43Q: 3 clusters Score -1191885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1191889.875000 Penalty: 4585.200195
	Iteration 44Q: 3 clusters Score -1191890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1191888.250000 Penalty: 4585.200195
	Iteration 45Q: 3 clusters Score -1191888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1191892.250000 Penalty: 4585.200195
	Iteration 46Q: 3 clusters Score -1191892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1191894.250000 Penalty: 4585.200195
	Iteration 47Q: 3 clusters Score -1191894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1191894.250000 Penalty: 4585.200195
	Iteration 48Q: 3 clusters Score -1191894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1191892.875000 Penalty: 4585.200195
	Iteration 49Q: 3 clusters Score -1191893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1191892.125000 Penalty: 4585.200195
	Iteration 50Q: 3 clusters Score -1191892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1191892.125000 Penalty: 4585.200195
	Iteration 51F: 3 clusters Score -1191892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Entering Unmasked Estep 
Score: -659418.187500 Penalty: 2144.671875
	Iteration 0F: 2 clusters Score -659418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -654424.312500 Penalty: 4289.343750
	Iteration 0F: 3 clusters Score -654424.3 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -655682.062500 Penalty: 4289.343750
	Iteration 1F: 3 clusters Score -655682.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -656046.875000 Penalty: 4289.343750
	Iteration 2F: 3 clusters Score -656046.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -656352.250000 Penalty: 4289.343750
	Iteration 3F: 3 clusters Score -656352.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -656654.125000 Penalty: 4289.343750
	Iteration 4F: 3 clusters Score -656654.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -656994.750000 Penalty: 4289.343750
	Iteration 5F: 3 clusters Score -656994.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -657386.812500 Penalty: 4289.343750
	Iteration 6F: 3 clusters Score -657386.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -657713.500000 Penalty: 4289.343750
	Iteration 7F: 3 clusters Score -657713.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -657956.375000 Penalty: 4289.343750
	Iteration 8Q: 3 clusters Score -657956.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -658144.187500 Penalty: 4289.343750
	Iteration 9Q: 3 clusters Score -658144.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -658286.500000 Penalty: 4289.343750
	Iteration 10Q: 3 clusters Score -658286.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -658375.625000 Penalty: 4289.343750
	Iteration 11Q: 3 clusters Score -658375.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -658426.437500 Penalty: 4289.343750
	Iteration 12Q: 3 clusters Score -658426.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -658456.875000 Penalty: 4289.343750
	Iteration 13Q: 3 clusters Score -658456.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -658474.125000 Penalty: 4289.343750
	Iteration 14Q: 3 clusters Score -658474.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -658483.500000 Penalty: 4289.343750
	Iteration 15Q: 3 clusters Score -658483.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -658490.562500 Penalty: 4289.343750
	Iteration 16Q: 3 clusters Score -658490.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -658498.000000 Penalty: 4289.343750
	Iteration 17Q: 3 clusters Score -658498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -658501.437500 Penalty: 4289.343750
	Iteration 18Q: 3 clusters Score -658501.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -658503.250000 Penalty: 4289.343750
	Iteration 19Q: 3 clusters Score -658503.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -658508.625000 Penalty: 4289.343750
	Iteration 20F: 3 clusters Score -658508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -658506.687500 Penalty: 4289.343750
	Iteration 21Q: 3 clusters Score -658506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -658507.812500 Penalty: 4289.343750
	Iteration 22Q: 3 clusters Score -658507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -658508.562500 Penalty: 4289.343750
	Iteration 23Q: 3 clusters Score -658508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -658508.562500 Penalty: 4289.343750
	Iteration 24F: 3 clusters Score -658508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Entering Unmasked Estep 
Score: -2018018.125000 Penalty: 2420.842773
	Iteration 0F: 2 clusters Score -2018018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2005552.625000 Penalty: 4841.685547
	Iteration 0F: 3 clusters Score -2005553 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2009608.375000 Penalty: 4841.685547
	Iteration 1F: 3 clusters Score -2009608 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2010110.500000 Penalty: 4841.685547
	Iteration 2F: 3 clusters Score -2010110 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2010638.375000 Penalty: 4841.685547
	Iteration 3F: 3 clusters Score -2010638 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2011261.250000 Penalty: 4841.685547
	Iteration 4F: 3 clusters Score -2011261 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2012057.625000 Penalty: 4841.685547
	Iteration 5F: 3 clusters Score -2012058 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2012955.250000 Penalty: 4841.685547
	Iteration 6F: 3 clusters Score -2012955 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2013765.250000 Penalty: 4841.685547
	Iteration 7F: 3 clusters Score -2013765 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2014482.125000 Penalty: 4841.685547
	Iteration 8F: 3 clusters Score -2014482 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2014984.125000 Penalty: 4841.685547
	Iteration 9Q: 3 clusters Score -2014984 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2015351.250000 Penalty: 4841.685547
	Iteration 10Q: 3 clusters Score -2015351 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2015636.625000 Penalty: 4841.685547
	Iteration 11Q: 3 clusters Score -2015637 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2015861.500000 Penalty: 4841.685547
	Iteration 12Q: 3 clusters Score -2015862 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2016028.500000 Penalty: 4841.685547
	Iteration 13Q: 3 clusters Score -2016028 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2016149.875000 Penalty: 4841.685547
	Iteration 14Q: 3 clusters Score -2016150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2016224.875000 Penalty: 4841.685547
	Iteration 15Q: 3 clusters Score -2016225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2016273.000000 Penalty: 4841.685547
	Iteration 16Q: 3 clusters Score -2016273 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2016293.500000 Penalty: 4841.685547
	Iteration 17Q: 3 clusters Score -2016294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2016318.750000 Penalty: 4841.685547
	Iteration 18Q: 3 clusters Score -2016319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2016329.500000 Penalty: 4841.685547
	Iteration 19Q: 3 clusters Score -2016330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2016341.375000 Penalty: 4841.685547
	Iteration 20F: 3 clusters Score -2016341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2016354.625000 Penalty: 4841.685547
	Iteration 21Q: 3 clusters Score -2016355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2016362.500000 Penalty: 4841.685547
	Iteration 22Q: 3 clusters Score -2016362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2016370.000000 Penalty: 4841.685547
	Iteration 23Q: 3 clusters Score -2016370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2016379.750000 Penalty: 4841.685547
	Iteration 24Q: 3 clusters Score -2016380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2016387.625000 Penalty: 4841.685547
	Iteration 25Q: 3 clusters Score -2016388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2016392.500000 Penalty: 4841.685547
	Iteration 26Q: 3 clusters Score -2016392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2016397.625000 Penalty: 4841.685547
	Iteration 27Q: 3 clusters Score -2016398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2016407.500000 Penalty: 4841.685547
	Iteration 28Q: 3 clusters Score -2016408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2016422.125000 Penalty: 4841.685547
	Iteration 29Q: 3 clusters Score -2016422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2016438.125000 Penalty: 4841.685547
	Iteration 30Q: 3 clusters Score -2016438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2016443.875000 Penalty: 4841.685547
	Iteration 31Q: 3 clusters Score -2016444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2016451.125000 Penalty: 4841.685547
	Iteration 32Q: 3 clusters Score -2016451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2016456.375000 Penalty: 4841.685547
	Iteration 33Q: 3 clusters Score -2016456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2016461.875000 Penalty: 4841.685547
	Iteration 34Q: 3 clusters Score -2016462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2016468.625000 Penalty: 4841.685547
	Iteration 35Q: 3 clusters Score -2016469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2016478.250000 Penalty: 4841.685547
	Iteration 36Q: 3 clusters Score -2016478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2016484.125000 Penalty: 4841.685547
	Iteration 37Q: 3 clusters Score -2016484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2016489.250000 Penalty: 4841.685547
	Iteration 38Q: 3 clusters Score -2016489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2016497.875000 Penalty: 4841.685547
	Iteration 39Q: 3 clusters Score -2016498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2016507.250000 Penalty: 4841.685547
	Iteration 40F: 3 clusters Score -2016507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2016514.000000 Penalty: 4841.685547
	Iteration 41Q: 3 clusters Score -2016514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2016526.375000 Penalty: 4841.685547
	Iteration 42Q: 3 clusters Score -2016526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2016542.375000 Penalty: 4841.685547
	Iteration 43Q: 3 clusters Score -2016542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2016555.750000 Penalty: 4841.685547
	Iteration 44Q: 3 clusters Score -2016556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2016577.875000 Penalty: 4841.685547
	Iteration 45Q: 3 clusters Score -2016578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2016596.750000 Penalty: 4841.685547
	Iteration 46Q: 3 clusters Score -2016597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2016636.750000 Penalty: 4841.685547
	Iteration 47Q: 3 clusters Score -2016637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2016688.500000 Penalty: 4841.685547
	Iteration 48Q: 3 clusters Score -2016688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2016753.500000 Penalty: 4841.685547
	Iteration 49Q: 3 clusters Score -2016754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2016796.500000 Penalty: 4841.685547
	Iteration 50Q: 3 clusters Score -2016796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2016833.500000 Penalty: 4841.685547
	Iteration 51Q: 3 clusters Score -2016834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2016859.750000 Penalty: 4841.685547
	Iteration 52Q: 3 clusters Score -2016860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2016885.125000 Penalty: 4841.685547
	Iteration 53Q: 3 clusters Score -2016885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2016894.500000 Penalty: 4841.685547
	Iteration 54Q: 3 clusters Score -2016894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2016899.375000 Penalty: 4841.685547
	Iteration 55Q: 3 clusters Score -2016899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2016902.875000 Penalty: 4841.685547
	Iteration 56Q: 3 clusters Score -2016903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2016900.750000 Penalty: 4841.685547
	Iteration 57Q: 3 clusters Score -2016901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2016904.000000 Penalty: 4841.685547
	Iteration 58Q: 3 clusters Score -2016904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2016906.875000 Penalty: 4841.685547
	Iteration 59Q: 3 clusters Score -2016907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2016911.250000 Penalty: 4841.685547
	Iteration 60F: 3 clusters Score -2016911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2016913.375000 Penalty: 4841.685547
	Iteration 61Q: 3 clusters Score -2016913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2016914.000000 Penalty: 4841.685547
	Iteration 62Q: 3 clusters Score -2016914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2016914.625000 Penalty: 4841.685547
	Iteration 63Q: 3 clusters Score -2016915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2016918.750000 Penalty: 4841.685547
	Iteration 64Q: 3 clusters Score -2016919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2016916.125000 Penalty: 4841.685547
	Iteration 65Q: 3 clusters Score -2016916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2016916.125000 Penalty: 4841.685547
	Iteration 66Q: 3 clusters Score -2016916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2016916.500000 Penalty: 4841.685547
	Iteration 67Q: 3 clusters Score -2016916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2016916.000000 Penalty: 4841.685547
	Iteration 68Q: 3 clusters Score -2016916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2016917.375000 Penalty: 4841.685547
	Iteration 69Q: 3 clusters Score -2016917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2016918.750000 Penalty: 4841.685547
	Iteration 70Q: 3 clusters Score -2016919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2016915.375000 Penalty: 4841.685547
	Iteration 71Q: 3 clusters Score -2016915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2016920.375000 Penalty: 4841.685547
	Iteration 72Q: 3 clusters Score -2016920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2016921.875000 Penalty: 4841.685547
	Iteration 73Q: 3 clusters Score -2016922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2016921.875000 Penalty: 4841.685547
	Iteration 74F: 3 clusters Score -2016922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -58672.753906 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -58672.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57395.445312 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -57395.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57926.242188 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -57926.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58169.953125 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -58169.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58253.917969 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -58253.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58320.195312 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -58320.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58390.078125 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -58390.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58433.949219 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -58433.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58448.980469 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -58448.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58448.980469 Penalty: 3035.667480
	Iteration 8F: 3 clusters Score -58448.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -624452.875000 Penalty: 2132.083984
	Iteration 0F: 2 clusters Score -624452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -619636.937500 Penalty: 4264.167969
	Iteration 0F: 3 clusters Score -619636.9 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -620848.000000 Penalty: 4264.167969
	Iteration 1F: 3 clusters Score -620848 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -621095.750000 Penalty: 4264.167969
	Iteration 2F: 3 clusters Score -621095.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -621272.750000 Penalty: 4264.167969
	Iteration 3F: 3 clusters Score -621272.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -621418.687500 Penalty: 4264.167969
	Iteration 4Q: 3 clusters Score -621418.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -621538.062500 Penalty: 4264.167969
	Iteration 5Q: 3 clusters Score -621538.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -621669.437500 Penalty: 4264.167969
	Iteration 6Q: 3 clusters Score -621669.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -621798.062500 Penalty: 4264.167969
	Iteration 7Q: 3 clusters Score -621798.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -621917.000000 Penalty: 4264.167969
	Iteration 8Q: 3 clusters Score -621917 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -622035.000000 Penalty: 4264.167969
	Iteration 9Q: 3 clusters Score -622035 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -622126.625000 Penalty: 4264.167969
	Iteration 10Q: 3 clusters Score -622126.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -622210.625000 Penalty: 4264.167969
	Iteration 11Q: 3 clusters Score -622210.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -622293.250000 Penalty: 4264.167969
	Iteration 12Q: 3 clusters Score -622293.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -622363.437500 Penalty: 4264.167969
	Iteration 13Q: 3 clusters Score -622363.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -622408.062500 Penalty: 4264.167969
	Iteration 14Q: 3 clusters Score -622408.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -622447.187500 Penalty: 4264.167969
	Iteration 15Q: 3 clusters Score -622447.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -622480.687500 Penalty: 4264.167969
	Iteration 16Q: 3 clusters Score -622480.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -622515.437500 Penalty: 4264.167969
	Iteration 17Q: 3 clusters Score -622515.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -622541.687500 Penalty: 4264.167969
	Iteration 18Q: 3 clusters Score -622541.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -622562.750000 Penalty: 4264.167969
	Iteration 19Q: 3 clusters Score -622562.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -622580.937500 Penalty: 4264.167969
	Iteration 20F: 3 clusters Score -622580.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -622603.187500 Penalty: 4264.167969
	Iteration 21Q: 3 clusters Score -622603.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -622623.000000 Penalty: 4264.167969
	Iteration 22Q: 3 clusters Score -622623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -622638.437500 Penalty: 4264.167969
	Iteration 23Q: 3 clusters Score -622638.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -622650.562500 Penalty: 4264.167969
	Iteration 24Q: 3 clusters Score -622650.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -622667.437500 Penalty: 4264.167969
	Iteration 25Q: 3 clusters Score -622667.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -622684.687500 Penalty: 4264.167969
	Iteration 26Q: 3 clusters Score -622684.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -622697.750000 Penalty: 4264.167969
	Iteration 27Q: 3 clusters Score -622697.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -622708.312500 Penalty: 4264.167969
	Iteration 28Q: 3 clusters Score -622708.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -622714.937500 Penalty: 4264.167969
	Iteration 29Q: 3 clusters Score -622714.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -622723.187500 Penalty: 4264.167969
	Iteration 30Q: 3 clusters Score -622723.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -622726.125000 Penalty: 4264.167969
	Iteration 31Q: 3 clusters Score -622726.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -622731.687500 Penalty: 4264.167969
	Iteration 32Q: 3 clusters Score -622731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -622734.875000 Penalty: 4264.167969
	Iteration 33Q: 3 clusters Score -622734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -622736.562500 Penalty: 4264.167969
	Iteration 34Q: 3 clusters Score -622736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -622740.937500 Penalty: 4264.167969
	Iteration 35Q: 3 clusters Score -622740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -622743.312500 Penalty: 4264.167969
	Iteration 36Q: 3 clusters Score -622743.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -622746.437500 Penalty: 4264.167969
	Iteration 37Q: 3 clusters Score -622746.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -622748.812500 Penalty: 4264.167969
	Iteration 38Q: 3 clusters Score -622748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -622753.937500 Penalty: 4264.167969
	Iteration 39Q: 3 clusters Score -622753.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -622761.375000 Penalty: 4264.167969
	Iteration 40F: 3 clusters Score -622761.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -622771.812500 Penalty: 4264.167969
	Iteration 41Q: 3 clusters Score -622771.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -622778.250000 Penalty: 4264.167969
	Iteration 42Q: 3 clusters Score -622778.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -622783.062500 Penalty: 4264.167969
	Iteration 43Q: 3 clusters Score -622783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -622786.500000 Penalty: 4264.167969
	Iteration 44Q: 3 clusters Score -622786.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -622793.750000 Penalty: 4264.167969
	Iteration 45Q: 3 clusters Score -622793.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -622800.937500 Penalty: 4264.167969
	Iteration 46Q: 3 clusters Score -622800.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -622809.500000 Penalty: 4264.167969
	Iteration 47Q: 3 clusters Score -622809.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -622814.562500 Penalty: 4264.167969
	Iteration 48Q: 3 clusters Score -622814.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -622818.625000 Penalty: 4264.167969
	Iteration 49Q: 3 clusters Score -622818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -622823.687500 Penalty: 4264.167969
	Iteration 50Q: 3 clusters Score -622823.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -622827.875000 Penalty: 4264.167969
	Iteration 51Q: 3 clusters Score -622827.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -622839.812500 Penalty: 4264.167969
	Iteration 52Q: 3 clusters Score -622839.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -622847.687500 Penalty: 4264.167969
	Iteration 53Q: 3 clusters Score -622847.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -622852.187500 Penalty: 4264.167969
	Iteration 54Q: 3 clusters Score -622852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -622854.500000 Penalty: 4264.167969
	Iteration 55Q: 3 clusters Score -622854.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -622857.687500 Penalty: 4264.167969
	Iteration 56Q: 3 clusters Score -622857.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -622861.562500 Penalty: 4264.167969
	Iteration 57Q: 3 clusters Score -622861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -622865.312500 Penalty: 4264.167969
	Iteration 58Q: 3 clusters Score -622865.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -622869.687500 Penalty: 4264.167969
	Iteration 59Q: 3 clusters Score -622869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -622870.500000 Penalty: 4264.167969
	Iteration 60F: 3 clusters Score -622870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -622870.312500 Penalty: 4264.167969
	Iteration 61Q: 3 clusters Score -622870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -622871.937500 Penalty: 4264.167969
	Iteration 62Q: 3 clusters Score -622871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -622873.062500 Penalty: 4264.167969
	Iteration 63Q: 3 clusters Score -622873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -622872.937500 Penalty: 4264.167969
	Iteration 64Q: 3 clusters Score -622872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -622876.812500 Penalty: 4264.167969
	Iteration 65Q: 3 clusters Score -622876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -622880.000000 Penalty: 4264.167969
	Iteration 66Q: 3 clusters Score -622880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -622880.187500 Penalty: 4264.167969
	Iteration 67Q: 3 clusters Score -622880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -622881.500000 Penalty: 4264.167969
	Iteration 68Q: 3 clusters Score -622881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -622883.750000 Penalty: 4264.167969
	Iteration 69Q: 3 clusters Score -622883.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -622886.437500 Penalty: 4264.167969
	Iteration 70Q: 3 clusters Score -622886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -622886.625000 Penalty: 4264.167969
	Iteration 71Q: 3 clusters Score -622886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -622886.937500 Penalty: 4264.167969
	Iteration 72Q: 3 clusters Score -622886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -622886.937500 Penalty: 4264.167969
	Iteration 73F: 3 clusters Score -622886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Entering Unmasked Estep 
Score: -1573395.500000 Penalty: 2358.755615
	Iteration 0F: 2 clusters Score -1573396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1563474.625000 Penalty: 4717.511230
	Iteration 0F: 3 clusters Score -1563475 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1566592.000000 Penalty: 4717.511230
	Iteration 1F: 3 clusters Score -1566592 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1566909.125000 Penalty: 4717.511230
	Iteration 2F: 3 clusters Score -1566909 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1567148.625000 Penalty: 4717.511230
	Iteration 3Q: 3 clusters Score -1567149 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1567367.625000 Penalty: 4717.511230
	Iteration 4Q: 3 clusters Score -1567368 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1567564.875000 Penalty: 4717.511230
	Iteration 5Q: 3 clusters Score -1567565 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1567764.875000 Penalty: 4717.511230
	Iteration 6Q: 3 clusters Score -1567765 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1567954.875000 Penalty: 4717.511230
	Iteration 7Q: 3 clusters Score -1567955 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1568130.375000 Penalty: 4717.511230
	Iteration 8Q: 3 clusters Score -1568130 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1568331.500000 Penalty: 4717.511230
	Iteration 9Q: 3 clusters Score -1568332 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1568541.500000 Penalty: 4717.511230
	Iteration 10Q: 3 clusters Score -1568542 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1568784.500000 Penalty: 4717.511230
	Iteration 11Q: 3 clusters Score -1568784 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1569054.375000 Penalty: 4717.511230
	Iteration 12Q: 3 clusters Score -1569054 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1569366.750000 Penalty: 4717.511230
	Iteration 13Q: 3 clusters Score -1569367 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1569675.250000 Penalty: 4717.511230
	Iteration 14Q: 3 clusters Score -1569675 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1569923.625000 Penalty: 4717.511230
	Iteration 15Q: 3 clusters Score -1569924 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1570113.750000 Penalty: 4717.511230
	Iteration 16Q: 3 clusters Score -1570114 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1570257.125000 Penalty: 4717.511230
	Iteration 17Q: 3 clusters Score -1570257 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1570345.875000 Penalty: 4717.511230
	Iteration 18Q: 3 clusters Score -1570346 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1570417.125000 Penalty: 4717.511230
	Iteration 19Q: 3 clusters Score -1570417 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1570474.000000 Penalty: 4717.511230
	Iteration 20F: 3 clusters Score -1570474 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1570518.375000 Penalty: 4717.511230
	Iteration 21Q: 3 clusters Score -1570518 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1570570.250000 Penalty: 4717.511230
	Iteration 22Q: 3 clusters Score -1570570 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1570616.750000 Penalty: 4717.511230
	Iteration 23Q: 3 clusters Score -1570617 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1570668.125000 Penalty: 4717.511230
	Iteration 24Q: 3 clusters Score -1570668 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1570712.125000 Penalty: 4717.511230
	Iteration 25Q: 3 clusters Score -1570712 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1570755.500000 Penalty: 4717.511230
	Iteration 26Q: 3 clusters Score -1570756 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1570801.625000 Penalty: 4717.511230
	Iteration 27Q: 3 clusters Score -1570802 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1570852.875000 Penalty: 4717.511230
	Iteration 28Q: 3 clusters Score -1570853 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1570901.000000 Penalty: 4717.511230
	Iteration 29Q: 3 clusters Score -1570901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1570943.375000 Penalty: 4717.511230
	Iteration 30Q: 3 clusters Score -1570943 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1570985.250000 Penalty: 4717.511230
	Iteration 31Q: 3 clusters Score -1570985 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1571034.375000 Penalty: 4717.511230
	Iteration 32Q: 3 clusters Score -1571034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1571061.875000 Penalty: 4717.511230
	Iteration 33Q: 3 clusters Score -1571062 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1571107.250000 Penalty: 4717.511230
	Iteration 34Q: 3 clusters Score -1571107 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1571158.750000 Penalty: 4717.511230
	Iteration 35Q: 3 clusters Score -1571159 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1571196.875000 Penalty: 4717.511230
	Iteration 36Q: 3 clusters Score -1571197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1571243.625000 Penalty: 4717.511230
	Iteration 37Q: 3 clusters Score -1571244 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1571303.375000 Penalty: 4717.511230
	Iteration 38Q: 3 clusters Score -1571303 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1571344.000000 Penalty: 4717.511230
	Iteration 39Q: 3 clusters Score -1571344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1571390.625000 Penalty: 4717.511230
	Iteration 40F: 3 clusters Score -1571391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1571432.500000 Penalty: 4717.511230
	Iteration 41Q: 3 clusters Score -1571432 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1571468.875000 Penalty: 4717.511230
	Iteration 42Q: 3 clusters Score -1571469 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1571493.875000 Penalty: 4717.511230
	Iteration 43Q: 3 clusters Score -1571494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1571509.000000 Penalty: 4717.511230
	Iteration 44Q: 3 clusters Score -1571509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1571546.500000 Penalty: 4717.511230
	Iteration 45Q: 3 clusters Score -1571546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1571572.875000 Penalty: 4717.511230
	Iteration 46Q: 3 clusters Score -1571573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1571592.250000 Penalty: 4717.511230
	Iteration 47Q: 3 clusters Score -1571592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1571603.625000 Penalty: 4717.511230
	Iteration 48Q: 3 clusters Score -1571604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1571609.125000 Penalty: 4717.511230
	Iteration 49Q: 3 clusters Score -1571609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1571614.625000 Penalty: 4717.511230
	Iteration 50Q: 3 clusters Score -1571615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1571617.000000 Penalty: 4717.511230
	Iteration 51Q: 3 clusters Score -1571617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1571623.000000 Penalty: 4717.511230
	Iteration 52Q: 3 clusters Score -1571623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1571623.625000 Penalty: 4717.511230
	Iteration 53Q: 3 clusters Score -1571624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1571624.375000 Penalty: 4717.511230
	Iteration 54Q: 3 clusters Score -1571624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1571626.500000 Penalty: 4717.511230
	Iteration 55Q: 3 clusters Score -1571626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1571627.500000 Penalty: 4717.511230
	Iteration 56Q: 3 clusters Score -1571628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1571628.250000 Penalty: 4717.511230
	Iteration 57Q: 3 clusters Score -1571628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1571628.375000 Penalty: 4717.511230
	Iteration 58Q: 3 clusters Score -1571628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1571626.875000 Penalty: 4717.511230
	Iteration 59Q: 3 clusters Score -1571627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1571627.125000 Penalty: 4717.511230
	Iteration 60F: 3 clusters Score -1571627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Entering Unmasked Estep 
Score: -4285252.500000 Penalty: 2605.969238
	Iteration 0F: 2 clusters Score -4285252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4260355.000000 Penalty: 5211.938477
	Iteration 0F: 3 clusters Score -4260355 nChanged 16563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4269602.500000 Penalty: 5211.938477
	Iteration 1F: 3 clusters Score -4269602 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4270462.000000 Penalty: 5211.938477
	Iteration 2F: 3 clusters Score -4270462 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -4271564.000000 Penalty: 5211.938477
	Iteration 3F: 3 clusters Score -4271564 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -4272962.000000 Penalty: 5211.938477
	Iteration 4F: 3 clusters Score -4272962 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -4274619.500000 Penalty: 5211.938477
	Iteration 5F: 3 clusters Score -4274620 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4276336.500000 Penalty: 5211.938477
	Iteration 6F: 3 clusters Score -4276336 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -4278092.500000 Penalty: 5211.938477
	Iteration 7F: 3 clusters Score -4278092 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -4279561.500000 Penalty: 5211.938477
	Iteration 8F: 3 clusters Score -4279562 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4280535.000000 Penalty: 5211.938477
	Iteration 9Q: 3 clusters Score -4280535 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -4281146.500000 Penalty: 5211.938477
	Iteration 10Q: 3 clusters Score -4281146 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -4281505.500000 Penalty: 5211.938477
	Iteration 11Q: 3 clusters Score -4281506 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -4281745.500000 Penalty: 5211.938477
	Iteration 12Q: 3 clusters Score -4281746 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -4281889.500000 Penalty: 5211.938477
	Iteration 13Q: 3 clusters Score -4281890 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4282013.500000 Penalty: 5211.938477
	Iteration 14Q: 3 clusters Score -4282014 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -4282163.000000 Penalty: 5211.938477
	Iteration 15Q: 3 clusters Score -4282163 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -4282257.500000 Penalty: 5211.938477
	Iteration 16Q: 3 clusters Score -4282258 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -4282358.500000 Penalty: 5211.938477
	Iteration 17Q: 3 clusters Score -4282358 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -4282434.500000 Penalty: 5211.938477
	Iteration 18Q: 3 clusters Score -4282434 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4282545.500000 Penalty: 5211.938477
	Iteration 19Q: 3 clusters Score -4282546 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4282629.000000 Penalty: 5211.938477
	Iteration 20F: 3 clusters Score -4282629 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4282705.000000 Penalty: 5211.938477
	Iteration 21Q: 3 clusters Score -4282705 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4282785.500000 Penalty: 5211.938477
	Iteration 22Q: 3 clusters Score -4282786 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4282844.000000 Penalty: 5211.938477
	Iteration 23Q: 3 clusters Score -4282844 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4282900.000000 Penalty: 5211.938477
	Iteration 24Q: 3 clusters Score -4282900 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4282929.000000 Penalty: 5211.938477
	Iteration 25Q: 3 clusters Score -4282929 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4282957.500000 Penalty: 5211.938477
	Iteration 26Q: 3 clusters Score -4282958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4282972.000000 Penalty: 5211.938477
	Iteration 27Q: 3 clusters Score -4282972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4282991.500000 Penalty: 5211.938477
	Iteration 28Q: 3 clusters Score -4282992 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4283006.000000 Penalty: 5211.938477
	Iteration 29Q: 3 clusters Score -4283006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4283014.500000 Penalty: 5211.938477
	Iteration 30Q: 3 clusters Score -4283014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4283039.000000 Penalty: 5211.938477
	Iteration 31Q: 3 clusters Score -4283039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4283058.000000 Penalty: 5211.938477
	Iteration 32Q: 3 clusters Score -4283058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4283063.000000 Penalty: 5211.938477
	Iteration 33Q: 3 clusters Score -4283063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4283068.000000 Penalty: 5211.938477
	Iteration 34Q: 3 clusters Score -4283068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4283068.500000 Penalty: 5211.938477
	Iteration 35Q: 3 clusters Score -4283068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4283084.500000 Penalty: 5211.938477
	Iteration 36Q: 3 clusters Score -4283084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4283095.000000 Penalty: 5211.938477
	Iteration 37Q: 3 clusters Score -4283095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4283107.000000 Penalty: 5211.938477
	Iteration 38Q: 3 clusters Score -4283107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4283112.500000 Penalty: 5211.938477
	Iteration 39Q: 3 clusters Score -4283112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4283119.000000 Penalty: 5211.938477
	Iteration 40F: 3 clusters Score -4283119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4283115.500000 Penalty: 5211.938477
	Iteration 41Q: 3 clusters Score -4283116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4283117.500000 Penalty: 5211.938477
	Iteration 42Q: 3 clusters Score -4283118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4283118.000000 Penalty: 5211.938477
	Iteration 43Q: 3 clusters Score -4283118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4283121.000000 Penalty: 5211.938477
	Iteration 44Q: 3 clusters Score -4283121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4283122.500000 Penalty: 5211.938477
	Iteration 45Q: 3 clusters Score -4283122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4283124.000000 Penalty: 5211.938477
	Iteration 46Q: 3 clusters Score -4283124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4283130.500000 Penalty: 5211.938477
	Iteration 47Q: 3 clusters Score -4283130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4283134.500000 Penalty: 5211.938477
	Iteration 48Q: 3 clusters Score -4283134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4283134.500000 Penalty: 5211.938477
	Iteration 49Q: 3 clusters Score -4283134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4283132.500000 Penalty: 5211.938477
	Iteration 50Q: 3 clusters Score -4283132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4283129.000000 Penalty: 5211.938477
	Iteration 51Q: 3 clusters Score -4283129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4283131.000000 Penalty: 5211.938477
	Iteration 52Q: 3 clusters Score -4283131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4283138.000000 Penalty: 5211.938477
	Iteration 53Q: 3 clusters Score -4283138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4283140.000000 Penalty: 5211.938477
	Iteration 54Q: 3 clusters Score -4283140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4283152.500000 Penalty: 5211.938477
	Iteration 55Q: 3 clusters Score -4283152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4283164.000000 Penalty: 5211.938477
	Iteration 56Q: 3 clusters Score -4283164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4283170.500000 Penalty: 5211.938477
	Iteration 57Q: 3 clusters Score -4283170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4283183.000000 Penalty: 5211.938477
	Iteration 58Q: 3 clusters Score -4283183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4283188.000000 Penalty: 5211.938477
	Iteration 59Q: 3 clusters Score -4283188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4283190.000000 Penalty: 5211.938477
	Iteration 60F: 3 clusters Score -4283190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4283197.500000 Penalty: 5211.938477
	Iteration 61Q: 3 clusters Score -4283198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4283202.000000 Penalty: 5211.938477
	Iteration 62Q: 3 clusters Score -4283202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4283202.500000 Penalty: 5211.938477
	Iteration 63Q: 3 clusters Score -4283202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4283204.500000 Penalty: 5211.938477
	Iteration 64Q: 3 clusters Score -4283204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4283204.500000 Penalty: 5211.938477
	Iteration 65F: 3 clusters Score -4283204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Entering Unmasked Estep 
Score: -1337332.625000 Penalty: 2319.385498
	Iteration 0F: 2 clusters Score -1337333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1328758.000000 Penalty: 4638.770996
	Iteration 0F: 3 clusters Score -1328758 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1331371.500000 Penalty: 4638.770996
	Iteration 1F: 3 clusters Score -1331372 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1331739.375000 Penalty: 4638.770996
	Iteration 2F: 3 clusters Score -1331739 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1332031.750000 Penalty: 4638.770996
	Iteration 3F: 3 clusters Score -1332032 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1332330.125000 Penalty: 4638.770996
	Iteration 4Q: 3 clusters Score -1332330 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1332711.250000 Penalty: 4638.770996
	Iteration 5Q: 3 clusters Score -1332711 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1333135.625000 Penalty: 4638.770996
	Iteration 6F: 3 clusters Score -1333136 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1333566.375000 Penalty: 4638.770996
	Iteration 7F: 3 clusters Score -1333566 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1333971.500000 Penalty: 4638.770996
	Iteration 8Q: 3 clusters Score -1333972 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1334312.625000 Penalty: 4638.770996
	Iteration 9Q: 3 clusters Score -1334313 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1334513.875000 Penalty: 4638.770996
	Iteration 10Q: 3 clusters Score -1334514 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1334635.875000 Penalty: 4638.770996
	Iteration 11Q: 3 clusters Score -1334636 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1334729.625000 Penalty: 4638.770996
	Iteration 12Q: 3 clusters Score -1334730 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1334797.250000 Penalty: 4638.770996
	Iteration 13Q: 3 clusters Score -1334797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1334854.500000 Penalty: 4638.770996
	Iteration 14Q: 3 clusters Score -1334854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1334892.875000 Penalty: 4638.770996
	Iteration 15Q: 3 clusters Score -1334893 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1334929.375000 Penalty: 4638.770996
	Iteration 16Q: 3 clusters Score -1334929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1334948.875000 Penalty: 4638.770996
	Iteration 17Q: 3 clusters Score -1334949 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1334965.500000 Penalty: 4638.770996
	Iteration 18Q: 3 clusters Score -1334966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1334981.875000 Penalty: 4638.770996
	Iteration 19Q: 3 clusters Score -1334982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1334994.625000 Penalty: 4638.770996
	Iteration 20F: 3 clusters Score -1334995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1335001.125000 Penalty: 4638.770996
	Iteration 21Q: 3 clusters Score -1335001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1335005.500000 Penalty: 4638.770996
	Iteration 22Q: 3 clusters Score -1335006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1335014.125000 Penalty: 4638.770996
	Iteration 23Q: 3 clusters Score -1335014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1335017.125000 Penalty: 4638.770996
	Iteration 24Q: 3 clusters Score -1335017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1335023.750000 Penalty: 4638.770996
	Iteration 25Q: 3 clusters Score -1335024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1335029.000000 Penalty: 4638.770996
	Iteration 26Q: 3 clusters Score -1335029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1335038.750000 Penalty: 4638.770996
	Iteration 27Q: 3 clusters Score -1335039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1335042.500000 Penalty: 4638.770996
	Iteration 28Q: 3 clusters Score -1335042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1335047.000000 Penalty: 4638.770996
	Iteration 29Q: 3 clusters Score -1335047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1335053.125000 Penalty: 4638.770996
	Iteration 30Q: 3 clusters Score -1335053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1335056.875000 Penalty: 4638.770996
	Iteration 31Q: 3 clusters Score -1335057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1335061.625000 Penalty: 4638.770996
	Iteration 32Q: 3 clusters Score -1335062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1335064.250000 Penalty: 4638.770996
	Iteration 33Q: 3 clusters Score -1335064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1335063.875000 Penalty: 4638.770996
	Iteration 34Q: 3 clusters Score -1335064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1335064.625000 Penalty: 4638.770996
	Iteration 35Q: 3 clusters Score -1335065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1335062.625000 Penalty: 4638.770996
	Iteration 36Q: 3 clusters Score -1335063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1335064.375000 Penalty: 4638.770996
	Iteration 37Q: 3 clusters Score -1335064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1335067.875000 Penalty: 4638.770996
	Iteration 38Q: 3 clusters Score -1335068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1335062.750000 Penalty: 4638.770996
	Iteration 39Q: 3 clusters Score -1335063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1335070.500000 Penalty: 4638.770996
	Iteration 40F: 3 clusters Score -1335070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1335070.000000 Penalty: 4638.770996
	Iteration 41Q: 3 clusters Score -1335070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1335076.000000 Penalty: 4638.770996
	Iteration 42Q: 3 clusters Score -1335076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1335081.000000 Penalty: 4638.770996
	Iteration 43Q: 3 clusters Score -1335081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1335082.250000 Penalty: 4638.770996
	Iteration 44Q: 3 clusters Score -1335082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1335084.000000 Penalty: 4638.770996
	Iteration 45Q: 3 clusters Score -1335084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1335084.750000 Penalty: 4638.770996
	Iteration 46Q: 3 clusters Score -1335085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1335089.125000 Penalty: 4638.770996
	Iteration 47Q: 3 clusters Score -1335089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1335087.625000 Penalty: 4638.770996
	Iteration 48Q: 3 clusters Score -1335088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1335089.750000 Penalty: 4638.770996
	Iteration 49Q: 3 clusters Score -1335090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1335090.500000 Penalty: 4638.770996
	Iteration 50Q: 3 clusters Score -1335090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1335091.375000 Penalty: 4638.770996
	Iteration 51Q: 3 clusters Score -1335091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1335090.625000 Penalty: 4638.770996
	Iteration 52Q: 3 clusters Score -1335091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1335094.625000 Penalty: 4638.770996
	Iteration 53Q: 3 clusters Score -1335095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1335096.250000 Penalty: 4638.770996
	Iteration 54Q: 3 clusters Score -1335096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1335095.000000 Penalty: 4638.770996
	Iteration 55Q: 3 clusters Score -1335095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1335097.000000 Penalty: 4638.770996
	Iteration 56Q: 3 clusters Score -1335097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1335096.000000 Penalty: 4638.770996
	Iteration 57Q: 3 clusters Score -1335096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1335096.875000 Penalty: 4638.770996
	Iteration 58Q: 3 clusters Score -1335097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1335098.000000 Penalty: 4638.770996
	Iteration 59Q: 3 clusters Score -1335098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1335098.750000 Penalty: 4638.770996
	Iteration 60F: 3 clusters Score -1335099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Entering Unmasked Estep 
Score: -1617813.875000 Penalty: 2365.116943
	Iteration 0F: 2 clusters Score -1617814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1607620.625000 Penalty: 4730.233887
	Iteration 0F: 3 clusters Score -1607621 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1610788.125000 Penalty: 4730.233887
	Iteration 1F: 3 clusters Score -1610788 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1611162.125000 Penalty: 4730.233887
	Iteration 2F: 3 clusters Score -1611162 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1611492.500000 Penalty: 4730.233887
	Iteration 3F: 3 clusters Score -1611492 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1611867.000000 Penalty: 4730.233887
	Iteration 4Q: 3 clusters Score -1611867 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1612318.625000 Penalty: 4730.233887
	Iteration 5Q: 3 clusters Score -1612319 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1612810.250000 Penalty: 4730.233887
	Iteration 6F: 3 clusters Score -1612810 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1613270.625000 Penalty: 4730.233887
	Iteration 7Q: 3 clusters Score -1613271 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1613658.250000 Penalty: 4730.233887
	Iteration 8Q: 3 clusters Score -1613658 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1613993.000000 Penalty: 4730.233887
	Iteration 9Q: 3 clusters Score -1613993 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1614285.750000 Penalty: 4730.233887
	Iteration 10Q: 3 clusters Score -1614286 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1614536.250000 Penalty: 4730.233887
	Iteration 11Q: 3 clusters Score -1614536 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1614719.500000 Penalty: 4730.233887
	Iteration 12Q: 3 clusters Score -1614720 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1614880.875000 Penalty: 4730.233887
	Iteration 13Q: 3 clusters Score -1614881 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1615027.250000 Penalty: 4730.233887
	Iteration 14Q: 3 clusters Score -1615027 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1615164.000000 Penalty: 4730.233887
	Iteration 15Q: 3 clusters Score -1615164 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1615289.000000 Penalty: 4730.233887
	Iteration 16Q: 3 clusters Score -1615289 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1615400.250000 Penalty: 4730.233887
	Iteration 17Q: 3 clusters Score -1615400 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1615506.125000 Penalty: 4730.233887
	Iteration 18Q: 3 clusters Score -1615506 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1615594.250000 Penalty: 4730.233887
	Iteration 19Q: 3 clusters Score -1615594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1615681.250000 Penalty: 4730.233887
	Iteration 20F: 3 clusters Score -1615681 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1615753.875000 Penalty: 4730.233887
	Iteration 21Q: 3 clusters Score -1615754 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1615826.875000 Penalty: 4730.233887
	Iteration 22Q: 3 clusters Score -1615827 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1615879.000000 Penalty: 4730.233887
	Iteration 23Q: 3 clusters Score -1615879 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1615921.750000 Penalty: 4730.233887
	Iteration 24Q: 3 clusters Score -1615922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1615949.000000 Penalty: 4730.233887
	Iteration 25Q: 3 clusters Score -1615949 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1615973.750000 Penalty: 4730.233887
	Iteration 26Q: 3 clusters Score -1615974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1616002.125000 Penalty: 4730.233887
	Iteration 27Q: 3 clusters Score -1616002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1616021.375000 Penalty: 4730.233887
	Iteration 28Q: 3 clusters Score -1616021 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1616044.750000 Penalty: 4730.233887
	Iteration 29Q: 3 clusters Score -1616045 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1616071.500000 Penalty: 4730.233887
	Iteration 30Q: 3 clusters Score -1616072 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1616103.750000 Penalty: 4730.233887
	Iteration 31Q: 3 clusters Score -1616104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1616126.375000 Penalty: 4730.233887
	Iteration 32Q: 3 clusters Score -1616126 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1616155.750000 Penalty: 4730.233887
	Iteration 33Q: 3 clusters Score -1616156 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1616194.750000 Penalty: 4730.233887
	Iteration 34Q: 3 clusters Score -1616195 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1616224.125000 Penalty: 4730.233887
	Iteration 35Q: 3 clusters Score -1616224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1616252.000000 Penalty: 4730.233887
	Iteration 36Q: 3 clusters Score -1616252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1616283.500000 Penalty: 4730.233887
	Iteration 37Q: 3 clusters Score -1616284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1616306.125000 Penalty: 4730.233887
	Iteration 38Q: 3 clusters Score -1616306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1616328.250000 Penalty: 4730.233887
	Iteration 39Q: 3 clusters Score -1616328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1616346.875000 Penalty: 4730.233887
	Iteration 40F: 3 clusters Score -1616347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1616367.750000 Penalty: 4730.233887
	Iteration 41Q: 3 clusters Score -1616368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1616387.750000 Penalty: 4730.233887
	Iteration 42Q: 3 clusters Score -1616388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1616402.500000 Penalty: 4730.233887
	Iteration 43Q: 3 clusters Score -1616402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1616420.125000 Penalty: 4730.233887
	Iteration 44Q: 3 clusters Score -1616420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1616433.625000 Penalty: 4730.233887
	Iteration 45Q: 3 clusters Score -1616434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1616462.375000 Penalty: 4730.233887
	Iteration 46Q: 3 clusters Score -1616462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1616463.500000 Penalty: 4730.233887
	Iteration 47Q: 3 clusters Score -1616464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1616472.875000 Penalty: 4730.233887
	Iteration 48Q: 3 clusters Score -1616473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1616481.625000 Penalty: 4730.233887
	Iteration 49Q: 3 clusters Score -1616482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1616488.875000 Penalty: 4730.233887
	Iteration 50Q: 3 clusters Score -1616489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1616490.250000 Penalty: 4730.233887
	Iteration 51Q: 3 clusters Score -1616490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1616493.500000 Penalty: 4730.233887
	Iteration 52Q: 3 clusters Score -1616494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1616497.500000 Penalty: 4730.233887
	Iteration 53Q: 3 clusters Score -1616498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1616496.875000 Penalty: 4730.233887
	Iteration 54Q: 3 clusters Score -1616497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1616498.625000 Penalty: 4730.233887
	Iteration 55Q: 3 clusters Score -1616499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1616498.875000 Penalty: 4730.233887
	Iteration 56Q: 3 clusters Score -1616499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1616500.625000 Penalty: 4730.233887
	Iteration 57Q: 3 clusters Score -1616501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1616503.375000 Penalty: 4730.233887
	Iteration 58Q: 3 clusters Score -1616503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1616506.250000 Penalty: 4730.233887
	Iteration 59Q: 3 clusters Score -1616506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1616505.625000 Penalty: 4730.233887
	Iteration 60F: 3 clusters Score -1616506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1616502.750000 Penalty: 4730.233887
	Iteration 61Q: 3 clusters Score -1616503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1616503.000000 Penalty: 4730.233887
	Iteration 62Q: 3 clusters Score -1616503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1616502.125000 Penalty: 4730.233887
	Iteration 63Q: 3 clusters Score -1616502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1616503.000000 Penalty: 4730.233887
	Iteration 64Q: 3 clusters Score -1616503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1616504.250000 Penalty: 4730.233887
	Iteration 65Q: 3 clusters Score -1616504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1616505.125000 Penalty: 4730.233887
	Iteration 66Q: 3 clusters Score -1616505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1616507.625000 Penalty: 4730.233887
	Iteration 67Q: 3 clusters Score -1616508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1616506.625000 Penalty: 4730.233887
	Iteration 68Q: 3 clusters Score -1616507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1616505.750000 Penalty: 4730.233887
	Iteration 69Q: 3 clusters Score -1616506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1616505.750000 Penalty: 4730.233887
	Iteration 70F: 3 clusters Score -1616506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170073 members 
Entering Unmasked Estep 
Score: -20094132.000000 Penalty: 2986.907959
	Iteration 0F: 2 clusters Score -2.009413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -19981156.000000 Penalty: 5973.815918
	Iteration 0F: 3 clusters Score -1.998116e+07 nChanged 81618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -20029114.000000 Penalty: 5973.815918
	Iteration 1F: 3 clusters Score -2.002911e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -20030018.000000 Penalty: 5973.815918
	Iteration 2Q: 3 clusters Score -2.003002e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -20031456.000000 Penalty: 5973.815918
	Iteration 3Q: 3 clusters Score -2.003146e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -20033968.000000 Penalty: 5973.815918
	Iteration 4Q: 3 clusters Score -2.003397e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -20038182.000000 Penalty: 5973.815918
	Iteration 5F: 3 clusters Score -2.003818e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115270 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -20045284.000000 Penalty: 5973.815918
	Iteration 6F: 3 clusters Score -2.004528e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127414 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -20054782.000000 Penalty: 5973.815918
	Iteration 7F: 3 clusters Score -2.005478e+07 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140165 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -20065746.000000 Penalty: 5973.815918
	Iteration 8F: 3 clusters Score -2.006575e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151385 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -20075654.000000 Penalty: 5973.815918
	Iteration 9F: 3 clusters Score -2.007565e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -20083036.000000 Penalty: 5973.815918
	Iteration 10Q: 3 clusters Score -2.008304e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164750 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -20087694.000000 Penalty: 5973.815918
	Iteration 11Q: 3 clusters Score -2.008769e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167303 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -20089850.000000 Penalty: 5973.815918
	Iteration 12Q: 3 clusters Score -2.008985e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168427 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -20090766.000000 Penalty: 5973.815918
	Iteration 13Q: 3 clusters Score -2.009077e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20091210.000000 Penalty: 5973.815918
	Iteration 14Q: 3 clusters Score -2.009121e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169120 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20091396.000000 Penalty: 5973.815918
	Iteration 15Q: 3 clusters Score -2.00914e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169203 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -20091472.000000 Penalty: 5973.815918
	Iteration 16Q: 3 clusters Score -2.009147e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169259 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20091540.000000 Penalty: 5973.815918
	Iteration 17Q: 3 clusters Score -2.009154e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -20091598.000000 Penalty: 5973.815918
	Iteration 18Q: 3 clusters Score -2.00916e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169328 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -20091616.000000 Penalty: 5973.815918
	Iteration 19Q: 3 clusters Score -2.009162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169347 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -20091656.000000 Penalty: 5973.815918
	Iteration 20F: 3 clusters Score -2.009166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20091656.000000 Penalty: 5973.815918
	Iteration 21Q: 3 clusters Score -2.009166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169357 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -20091652.000000 Penalty: 5973.815918
	Iteration 22Q: 3 clusters Score -2.009165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169363 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -20091648.000000 Penalty: 5973.815918
	Iteration 23Q: 3 clusters Score -2.009165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169365 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -20091662.000000 Penalty: 5973.815918
	Iteration 24Q: 3 clusters Score -2.009166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20091662.000000 Penalty: 5973.815918
	Iteration 25Q: 3 clusters Score -2.009166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169369 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -20091654.000000 Penalty: 5973.815918
	Iteration 26Q: 3 clusters Score -2.009165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169369 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -20091668.000000 Penalty: 5973.815918
	Iteration 27Q: 3 clusters Score -2.009167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169377 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20091678.000000 Penalty: 5973.815918
	Iteration 28Q: 3 clusters Score -2.009168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169382 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20091688.000000 Penalty: 5973.815918
	Iteration 29Q: 3 clusters Score -2.009169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -20091692.000000 Penalty: 5973.815918
	Iteration 30Q: 3 clusters Score -2.009169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20091684.000000 Penalty: 5973.815918
	Iteration 31Q: 3 clusters Score -2.009168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20091700.000000 Penalty: 5973.815918
	Iteration 32Q: 3 clusters Score -2.00917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20091688.000000 Penalty: 5973.815918
	Iteration 33Q: 3 clusters Score -2.009169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169390 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -20091704.000000 Penalty: 5973.815918
	Iteration 34Q: 3 clusters Score -2.00917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169392 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20091686.000000 Penalty: 5973.815918
	Iteration 35Q: 3 clusters Score -2.009169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -20091696.000000 Penalty: 5973.815918
	Iteration 36Q: 3 clusters Score -2.00917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -20091712.000000 Penalty: 5973.815918
	Iteration 37Q: 3 clusters Score -2.009171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -20091714.000000 Penalty: 5973.815918
	Iteration 38Q: 3 clusters Score -2.009171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -20091722.000000 Penalty: 5973.815918
	Iteration 39Q: 3 clusters Score -2.009172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169397 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -20091706.000000 Penalty: 5973.815918
	Iteration 40F: 3 clusters Score -2.009171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169393 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20091712.000000 Penalty: 5973.815918
	Iteration 41Q: 3 clusters Score -2.009171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169393 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20091700.000000 Penalty: 5973.815918
	Iteration 42Q: 3 clusters Score -2.00917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169397 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -20091714.000000 Penalty: 5973.815918
	Iteration 43Q: 3 clusters Score -2.009171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20091714.000000 Penalty: 5973.815918
	Iteration 44Q: 3 clusters Score -2.009171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169402 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -20091728.000000 Penalty: 5973.815918
	Iteration 45Q: 3 clusters Score -2.009173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -20091724.000000 Penalty: 5973.815918
	Iteration 46Q: 3 clusters Score -2.009172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -20091726.000000 Penalty: 5973.815918
	Iteration 47Q: 3 clusters Score -2.009173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169409 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -20091720.000000 Penalty: 5973.815918
	Iteration 48Q: 3 clusters Score -2.009172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169410 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -20091724.000000 Penalty: 5973.815918
	Iteration 49Q: 3 clusters Score -2.009172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169410 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -20091720.000000 Penalty: 5973.815918
	Iteration 50Q: 3 clusters Score -2.009172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169411 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -20091716.000000 Penalty: 5973.815918
	Iteration 51Q: 3 clusters Score -2.009172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -20091720.000000 Penalty: 5973.815918
	Iteration 52Q: 3 clusters Score -2.009172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -20091724.000000 Penalty: 5973.815918
	Iteration 53Q: 3 clusters Score -2.009172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -20091724.000000 Penalty: 5973.815918
	Iteration 54F: 3 clusters Score -2.009172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Entering Unmasked Estep 
Score: -7286062.500000 Penalty: 2730.619873
	Iteration 0F: 2 clusters Score -7286062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -7245397.000000 Penalty: 5461.239746
	Iteration 0F: 3 clusters Score -7245397 nChanged 28132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -7261191.500000 Penalty: 5461.239746
	Iteration 1F: 3 clusters Score -7261192 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -7261737.000000 Penalty: 5461.239746
	Iteration 2Q: 3 clusters Score -7261737 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -7262335.000000 Penalty: 5461.239746
	Iteration 3Q: 3 clusters Score -7262335 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -7263102.500000 Penalty: 5461.239746
	Iteration 4Q: 3 clusters Score -7263102 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -7264373.500000 Penalty: 5461.239746
	Iteration 5Q: 3 clusters Score -7264374 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -7266269.500000 Penalty: 5461.239746
	Iteration 6Q: 3 clusters Score -7266270 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -7268755.000000 Penalty: 5461.239746
	Iteration 7F: 3 clusters Score -7268755 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -7271555.500000 Penalty: 5461.239746
	Iteration 8F: 3 clusters Score -7271556 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -7273865.000000 Penalty: 5461.239746
	Iteration 9F: 3 clusters Score -7273865 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -7275752.000000 Penalty: 5461.239746
	Iteration 10Q: 3 clusters Score -7275752 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -7277113.500000 Penalty: 5461.239746
	Iteration 11Q: 3 clusters Score -7277114 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -7278192.000000 Penalty: 5461.239746
	Iteration 12Q: 3 clusters Score -7278192 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -7279172.000000 Penalty: 5461.239746
	Iteration 13Q: 3 clusters Score -7279172 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -7280018.500000 Penalty: 5461.239746
	Iteration 14Q: 3 clusters Score -7280018 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -7280837.500000 Penalty: 5461.239746
	Iteration 15Q: 3 clusters Score -7280838 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -7281518.000000 Penalty: 5461.239746
	Iteration 16Q: 3 clusters Score -7281518 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -7282137.500000 Penalty: 5461.239746
	Iteration 17Q: 3 clusters Score -7282138 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -7282539.500000 Penalty: 5461.239746
	Iteration 18Q: 3 clusters Score -7282540 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -7282867.000000 Penalty: 5461.239746
	Iteration 19Q: 3 clusters Score -7282867 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -7283131.000000 Penalty: 5461.239746
	Iteration 20F: 3 clusters Score -7283131 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -7283304.500000 Penalty: 5461.239746
	Iteration 21Q: 3 clusters Score -7283304 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -7283446.500000 Penalty: 5461.239746
	Iteration 22Q: 3 clusters Score -7283446 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -7283564.500000 Penalty: 5461.239746
	Iteration 23Q: 3 clusters Score -7283564 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -7283626.500000 Penalty: 5461.239746
	Iteration 24Q: 3 clusters Score -7283626 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -7283699.000000 Penalty: 5461.239746
	Iteration 25Q: 3 clusters Score -7283699 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -7283773.500000 Penalty: 5461.239746
	Iteration 26Q: 3 clusters Score -7283774 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -7283823.500000 Penalty: 5461.239746
	Iteration 27Q: 3 clusters Score -7283824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -7283851.500000 Penalty: 5461.239746
	Iteration 28Q: 3 clusters Score -7283852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -7283883.500000 Penalty: 5461.239746
	Iteration 29Q: 3 clusters Score -7283884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -7283905.500000 Penalty: 5461.239746
	Iteration 30Q: 3 clusters Score -7283906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -7283933.000000 Penalty: 5461.239746
	Iteration 31Q: 3 clusters Score -7283933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -7283964.000000 Penalty: 5461.239746
	Iteration 32Q: 3 clusters Score -7283964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -7283967.000000 Penalty: 5461.239746
	Iteration 33Q: 3 clusters Score -7283967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -7283974.500000 Penalty: 5461.239746
	Iteration 34Q: 3 clusters Score -7283974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -7283985.000000 Penalty: 5461.239746
	Iteration 35Q: 3 clusters Score -7283985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -7283995.500000 Penalty: 5461.239746
	Iteration 36Q: 3 clusters Score -7283996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -7283998.500000 Penalty: 5461.239746
	Iteration 37Q: 3 clusters Score -7283998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -7284004.500000 Penalty: 5461.239746
	Iteration 38Q: 3 clusters Score -7284004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -7284001.000000 Penalty: 5461.239746
	Iteration 39Q: 3 clusters Score -7284001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -7284009.500000 Penalty: 5461.239746
	Iteration 40F: 3 clusters Score -7284010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -7284015.000000 Penalty: 5461.239746
	Iteration 41Q: 3 clusters Score -7284015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -7284014.500000 Penalty: 5461.239746
	Iteration 42Q: 3 clusters Score -7284014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -7284016.000000 Penalty: 5461.239746
	Iteration 43Q: 3 clusters Score -7284016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -7284015.000000 Penalty: 5461.239746
	Iteration 44Q: 3 clusters Score -7284015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -7284018.000000 Penalty: 5461.239746
	Iteration 45Q: 3 clusters Score -7284018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -7284014.000000 Penalty: 5461.239746
	Iteration 46Q: 3 clusters Score -7284014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -7284031.000000 Penalty: 5461.239746
	Iteration 47Q: 3 clusters Score -7284031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -7284035.000000 Penalty: 5461.239746
	Iteration 48Q: 3 clusters Score -7284035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -7284030.500000 Penalty: 5461.239746
	Iteration 49Q: 3 clusters Score -7284030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -7284032.500000 Penalty: 5461.239746
	Iteration 50Q: 3 clusters Score -7284032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -7284036.000000 Penalty: 5461.239746
	Iteration 51Q: 3 clusters Score -7284036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -7284036.000000 Penalty: 5461.239746
	Iteration 52Q: 3 clusters Score -7284036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -7284036.000000 Penalty: 5461.239746
	Iteration 53Q: 3 clusters Score -7284036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -7284031.000000 Penalty: 5461.239746
	Iteration 54Q: 3 clusters Score -7284031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -7284031.000000 Penalty: 5461.239746
	Iteration 55F: 3 clusters Score -7284031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -166386.687500 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -166386.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -164434.328125 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -164434.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -164991.531250 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -164991.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -165220.546875 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -165220.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -165404.312500 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -165404.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -165541.500000 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -165541.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -165630.437500 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -165630.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -165672.656250 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -165672.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -165691.125000 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -165691.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165705.343750 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -165705.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -165715.500000 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -165715.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165725.781250 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -165725.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165738.687500 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -165738.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -165752.500000 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -165752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -165762.062500 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -165762.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -165774.906250 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -165774.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165790.015625 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -165790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165798.640625 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -165798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -165811.156250 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -165811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -165818.078125 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -165818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -165825.796875 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -165825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165833.953125 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -165834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165845.531250 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -165845.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165855.000000 Penalty: 3516.678223
	Iteration 22Q: 3 clusters Score -165855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -165866.531250 Penalty: 3516.678223
	Iteration 23Q: 3 clusters Score -165866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -165871.578125 Penalty: 3516.678223
	Iteration 24Q: 3 clusters Score -165871.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165875.546875 Penalty: 3516.678223
	Iteration 25Q: 3 clusters Score -165875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -165877.390625 Penalty: 3516.678223
	Iteration 26Q: 3 clusters Score -165877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -165882.203125 Penalty: 3516.678223
	Iteration 27Q: 3 clusters Score -165882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -165885.859375 Penalty: 3516.678223
	Iteration 28Q: 3 clusters Score -165885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -165887.531250 Penalty: 3516.678223
	Iteration 29Q: 3 clusters Score -165887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -165890.234375 Penalty: 3516.678223
	Iteration 30Q: 3 clusters Score -165890.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -165890.234375 Penalty: 3516.678223
	Iteration 31F: 3 clusters Score -165890.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Entering Unmasked Estep 
Score: -1360443.625000 Penalty: 2323.947754
	Iteration 0F: 2 clusters Score -1360444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1351617.625000 Penalty: 4647.895508
	Iteration 0F: 3 clusters Score -1351618 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1354236.125000 Penalty: 4647.895508
	Iteration 1F: 3 clusters Score -1354236 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1354558.000000 Penalty: 4647.895508
	Iteration 2F: 3 clusters Score -1354558 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1354849.250000 Penalty: 4647.895508
	Iteration 3F: 3 clusters Score -1354849 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1355129.250000 Penalty: 4647.895508
	Iteration 4Q: 3 clusters Score -1355129 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1355476.375000 Penalty: 4647.895508
	Iteration 5Q: 3 clusters Score -1355476 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1355923.875000 Penalty: 4647.895508
	Iteration 6F: 3 clusters Score -1355924 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1356440.125000 Penalty: 4647.895508
	Iteration 7F: 3 clusters Score -1356440 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1356978.875000 Penalty: 4647.895508
	Iteration 8F: 3 clusters Score -1356979 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1357425.875000 Penalty: 4647.895508
	Iteration 9Q: 3 clusters Score -1357426 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1357747.625000 Penalty: 4647.895508
	Iteration 10Q: 3 clusters Score -1357748 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1357963.000000 Penalty: 4647.895508
	Iteration 11Q: 3 clusters Score -1357963 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1358144.000000 Penalty: 4647.895508
	Iteration 12Q: 3 clusters Score -1358144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1358278.875000 Penalty: 4647.895508
	Iteration 13Q: 3 clusters Score -1358279 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1358365.000000 Penalty: 4647.895508
	Iteration 14Q: 3 clusters Score -1358365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1358407.625000 Penalty: 4647.895508
	Iteration 15Q: 3 clusters Score -1358408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1358428.875000 Penalty: 4647.895508
	Iteration 16Q: 3 clusters Score -1358429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1358452.250000 Penalty: 4647.895508
	Iteration 17Q: 3 clusters Score -1358452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1358475.125000 Penalty: 4647.895508
	Iteration 18Q: 3 clusters Score -1358475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1358489.375000 Penalty: 4647.895508
	Iteration 19Q: 3 clusters Score -1358489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1358503.000000 Penalty: 4647.895508
	Iteration 20F: 3 clusters Score -1358503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1358513.000000 Penalty: 4647.895508
	Iteration 21Q: 3 clusters Score -1358513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1358515.625000 Penalty: 4647.895508
	Iteration 22Q: 3 clusters Score -1358516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1358524.875000 Penalty: 4647.895508
	Iteration 23Q: 3 clusters Score -1358525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1358531.250000 Penalty: 4647.895508
	Iteration 24Q: 3 clusters Score -1358531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1358534.375000 Penalty: 4647.895508
	Iteration 25Q: 3 clusters Score -1358534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1358534.500000 Penalty: 4647.895508
	Iteration 26Q: 3 clusters Score -1358534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1358534.375000 Penalty: 4647.895508
	Iteration 27Q: 3 clusters Score -1358534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1358537.000000 Penalty: 4647.895508
	Iteration 28Q: 3 clusters Score -1358537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1358538.375000 Penalty: 4647.895508
	Iteration 29Q: 3 clusters Score -1358538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1358539.250000 Penalty: 4647.895508
	Iteration 30Q: 3 clusters Score -1358539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1358542.625000 Penalty: 4647.895508
	Iteration 31Q: 3 clusters Score -1358543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1358544.625000 Penalty: 4647.895508
	Iteration 32Q: 3 clusters Score -1358545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1358545.875000 Penalty: 4647.895508
	Iteration 33Q: 3 clusters Score -1358546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1358546.375000 Penalty: 4647.895508
	Iteration 34Q: 3 clusters Score -1358546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1358547.375000 Penalty: 4647.895508
	Iteration 35Q: 3 clusters Score -1358547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1358546.875000 Penalty: 4647.895508
	Iteration 36Q: 3 clusters Score -1358547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1358549.500000 Penalty: 4647.895508
	Iteration 37Q: 3 clusters Score -1358550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1358550.875000 Penalty: 4647.895508
	Iteration 38Q: 3 clusters Score -1358551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1358553.500000 Penalty: 4647.895508
	Iteration 39Q: 3 clusters Score -1358554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1358553.000000 Penalty: 4647.895508
	Iteration 40F: 3 clusters Score -1358553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -863450.000000 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -863450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -856669.500000 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -856669.5 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -859059.000000 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -859059 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -859795.687500 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -859795.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -860400.625000 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -860400.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -860825.562500 Penalty: 4495.305664
	Iteration 4F: 3 clusters Score -860825.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -861202.312500 Penalty: 4495.305664
	Iteration 5F: 3 clusters Score -861202.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -861489.312500 Penalty: 4495.305664
	Iteration 6Q: 3 clusters Score -861489.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -861660.000000 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -861660 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -861773.625000 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -861773.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -861866.375000 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -861866.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -861942.187500 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -861942.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -861992.937500 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -861992.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -862034.500000 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -862034.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -862075.750000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -862075.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -862102.750000 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -862102.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -862131.500000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -862131.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -862152.250000 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -862152.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -862177.125000 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -862177.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -862194.750000 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -862194.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -862214.187500 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -862214.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -862229.687500 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -862229.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -862244.062500 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -862244.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -862255.250000 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -862255.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -862270.062500 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -862270.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -862283.437500 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -862283.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -862302.687500 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -862302.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -862317.750000 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -862317.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -862332.250000 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -862332.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -862341.000000 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -862341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -862349.312500 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -862349.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -862356.062500 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -862356.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -862360.000000 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -862360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -862366.187500 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -862366.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -862370.125000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -862370.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -862372.250000 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -862372.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -862375.750000 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -862375.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -862381.000000 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -862381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -862383.187500 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -862383.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -862385.687500 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -862385.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -862386.062500 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -862386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -862386.250000 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -862386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -560292.062500 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -560292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -555755.062500 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -555755.1 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -556846.000000 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -556846 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -557097.187500 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -557097.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -557253.625000 Penalty: 4218.640625
	Iteration 3F: 3 clusters Score -557253.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -557381.437500 Penalty: 4218.640625
	Iteration 4Q: 3 clusters Score -557381.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -557492.812500 Penalty: 4218.640625
	Iteration 5Q: 3 clusters Score -557492.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -557593.500000 Penalty: 4218.640625
	Iteration 6Q: 3 clusters Score -557593.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -557670.312500 Penalty: 4218.640625
	Iteration 7Q: 3 clusters Score -557670.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -557736.750000 Penalty: 4218.640625
	Iteration 8Q: 3 clusters Score -557736.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -557796.000000 Penalty: 4218.640625
	Iteration 9Q: 3 clusters Score -557796 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -557873.562500 Penalty: 4218.640625
	Iteration 10Q: 3 clusters Score -557873.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -557958.500000 Penalty: 4218.640625
	Iteration 11Q: 3 clusters Score -557958.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -558046.000000 Penalty: 4218.640625
	Iteration 12Q: 3 clusters Score -558046 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -558114.562500 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -558114.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -558188.187500 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -558188.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -558261.000000 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -558261 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -558356.250000 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -558356.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -558435.812500 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -558435.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -558498.750000 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -558498.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -558564.500000 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -558564.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -558628.437500 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -558628.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -558701.812500 Penalty: 4218.640625
	Iteration 21Q: 3 clusters Score -558701.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -558770.062500 Penalty: 4218.640625
	Iteration 22Q: 3 clusters Score -558770.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -558817.125000 Penalty: 4218.640625
	Iteration 23Q: 3 clusters Score -558817.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -558856.687500 Penalty: 4218.640625
	Iteration 24Q: 3 clusters Score -558856.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -558896.437500 Penalty: 4218.640625
	Iteration 25Q: 3 clusters Score -558896.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -558927.250000 Penalty: 4218.640625
	Iteration 26Q: 3 clusters Score -558927.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -558958.125000 Penalty: 4218.640625
	Iteration 27Q: 3 clusters Score -558958.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -558989.687500 Penalty: 4218.640625
	Iteration 28Q: 3 clusters Score -558989.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -559020.812500 Penalty: 4218.640625
	Iteration 29Q: 3 clusters Score -559020.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -559049.062500 Penalty: 4218.640625
	Iteration 30Q: 3 clusters Score -559049.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -559078.375000 Penalty: 4218.640625
	Iteration 31Q: 3 clusters Score -559078.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -559102.875000 Penalty: 4218.640625
	Iteration 32Q: 3 clusters Score -559102.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -559129.125000 Penalty: 4218.640625
	Iteration 33Q: 3 clusters Score -559129.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -559171.562500 Penalty: 4218.640625
	Iteration 34Q: 3 clusters Score -559171.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -559215.750000 Penalty: 4218.640625
	Iteration 35Q: 3 clusters Score -559215.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -559249.437500 Penalty: 4218.640625
	Iteration 36Q: 3 clusters Score -559249.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -559286.500000 Penalty: 4218.640625
	Iteration 37Q: 3 clusters Score -559286.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -559314.000000 Penalty: 4218.640625
	Iteration 38Q: 3 clusters Score -559314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -559333.687500 Penalty: 4218.640625
	Iteration 39Q: 3 clusters Score -559333.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -559343.875000 Penalty: 4218.640625
	Iteration 40F: 3 clusters Score -559343.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -559348.000000 Penalty: 4218.640625
	Iteration 41Q: 3 clusters Score -559348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -559354.375000 Penalty: 4218.640625
	Iteration 42Q: 3 clusters Score -559354.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -559357.312500 Penalty: 4218.640625
	Iteration 43Q: 3 clusters Score -559357.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -559360.875000 Penalty: 4218.640625
	Iteration 44Q: 3 clusters Score -559360.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -559366.750000 Penalty: 4218.640625
	Iteration 45Q: 3 clusters Score -559366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -559368.625000 Penalty: 4218.640625
	Iteration 46Q: 3 clusters Score -559368.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -559371.875000 Penalty: 4218.640625
	Iteration 47Q: 3 clusters Score -559371.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -559375.312500 Penalty: 4218.640625
	Iteration 48Q: 3 clusters Score -559375.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -559378.500000 Penalty: 4218.640625
	Iteration 49Q: 3 clusters Score -559378.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -559382.312500 Penalty: 4218.640625
	Iteration 50Q: 3 clusters Score -559382.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -559387.875000 Penalty: 4218.640625
	Iteration 51Q: 3 clusters Score -559387.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -559389.500000 Penalty: 4218.640625
	Iteration 52Q: 3 clusters Score -559389.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -559390.062500 Penalty: 4218.640625
	Iteration 53Q: 3 clusters Score -559390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -559390.375000 Penalty: 4218.640625
	Iteration 54Q: 3 clusters Score -559390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -559390.937500 Penalty: 4218.640625
	Iteration 55Q: 3 clusters Score -559390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -559391.500000 Penalty: 4218.640625
	Iteration 56Q: 3 clusters Score -559391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -559391.437500 Penalty: 4218.640625
	Iteration 57Q: 3 clusters Score -559391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -559391.437500 Penalty: 4218.640625
	Iteration 58F: 3 clusters Score -559391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (190053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190053 members 
Entering Unmasked Estep 
Score: -22165442.000000 Penalty: 3014.454346
	Iteration 0F: 2 clusters Score -2.216544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -22040646.000000 Penalty: 6028.908691
	Iteration 0F: 3 clusters Score -2.204065e+07 nChanged 91198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95858 members 
Mstep: Class 2 contains 94195 members 
Entering Unmasked Estep 
Score: -22094558.000000 Penalty: 6028.908691
	Iteration 1F: 3 clusters Score -2.209456e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -22096358.000000 Penalty: 6028.908691
	Iteration 2Q: 3 clusters Score -2.209636e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -22098674.000000 Penalty: 6028.908691
	Iteration 3Q: 3 clusters Score -2.209867e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101665 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -22101506.000000 Penalty: 6028.908691
	Iteration 4Q: 3 clusters Score -2.210151e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -22105742.000000 Penalty: 6028.908691
	Iteration 5Q: 3 clusters Score -2.210574e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -22111450.000000 Penalty: 6028.908691
	Iteration 6F: 3 clusters Score -2.211145e+07 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116375 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -22118212.000000 Penalty: 6028.908691
	Iteration 7F: 3 clusters Score -2.211821e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121804 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -22125592.000000 Penalty: 6028.908691
	Iteration 8F: 3 clusters Score -2.212559e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126370 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -22132446.000000 Penalty: 6028.908691
	Iteration 9F: 3 clusters Score -2.213245e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -22137256.000000 Penalty: 6028.908691
	Iteration 10Q: 3 clusters Score -2.213726e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133212 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -22140420.000000 Penalty: 6028.908691
	Iteration 11Q: 3 clusters Score -2.214042e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136392 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -22142580.000000 Penalty: 6028.908691
	Iteration 12Q: 3 clusters Score -2.214258e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139557 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -22144538.000000 Penalty: 6028.908691
	Iteration 13Q: 3 clusters Score -2.214454e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142601 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -22146272.000000 Penalty: 6028.908691
	Iteration 14Q: 3 clusters Score -2.214627e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145472 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -22148206.000000 Penalty: 6028.908691
	Iteration 15Q: 3 clusters Score -2.214821e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148056 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -22149648.000000 Penalty: 6028.908691
	Iteration 16Q: 3 clusters Score -2.214965e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150387 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -22151026.000000 Penalty: 6028.908691
	Iteration 17Q: 3 clusters Score -2.215103e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -22152220.000000 Penalty: 6028.908691
	Iteration 18Q: 3 clusters Score -2.215222e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -22153238.000000 Penalty: 6028.908691
	Iteration 19Q: 3 clusters Score -2.215324e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -22153966.000000 Penalty: 6028.908691
	Iteration 20F: 3 clusters Score -2.215397e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -22154688.000000 Penalty: 6028.908691
	Iteration 21Q: 3 clusters Score -2.215469e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -22155202.000000 Penalty: 6028.908691
	Iteration 22Q: 3 clusters Score -2.21552e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -22155654.000000 Penalty: 6028.908691
	Iteration 23Q: 3 clusters Score -2.215565e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -22156236.000000 Penalty: 6028.908691
	Iteration 24Q: 3 clusters Score -2.215624e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164531 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -22156846.000000 Penalty: 6028.908691
	Iteration 25Q: 3 clusters Score -2.215685e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166123 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -22157326.000000 Penalty: 6028.908691
	Iteration 26Q: 3 clusters Score -2.215733e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -22157740.000000 Penalty: 6028.908691
	Iteration 27Q: 3 clusters Score -2.215774e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169232 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -22158230.000000 Penalty: 6028.908691
	Iteration 28Q: 3 clusters Score -2.215823e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170720 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -22158762.000000 Penalty: 6028.908691
	Iteration 29Q: 3 clusters Score -2.215876e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172104 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -22159188.000000 Penalty: 6028.908691
	Iteration 30Q: 3 clusters Score -2.215919e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173477 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -22159522.000000 Penalty: 6028.908691
	Iteration 31Q: 3 clusters Score -2.215952e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174851 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -22159956.000000 Penalty: 6028.908691
	Iteration 32Q: 3 clusters Score -2.215996e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176167 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -22160276.000000 Penalty: 6028.908691
	Iteration 33Q: 3 clusters Score -2.216028e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177380 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -22160438.000000 Penalty: 6028.908691
	Iteration 34Q: 3 clusters Score -2.216044e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178541 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -22160760.000000 Penalty: 6028.908691
	Iteration 35Q: 3 clusters Score -2.216076e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179637 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -22161140.000000 Penalty: 6028.908691
	Iteration 36Q: 3 clusters Score -2.216114e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180684 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -22161414.000000 Penalty: 6028.908691
	Iteration 37Q: 3 clusters Score -2.216141e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181627 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -22161654.000000 Penalty: 6028.908691
	Iteration 38Q: 3 clusters Score -2.216165e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182473 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -22161906.000000 Penalty: 6028.908691
	Iteration 39Q: 3 clusters Score -2.216191e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183255 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -22162124.000000 Penalty: 6028.908691
	Iteration 40F: 3 clusters Score -2.216212e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183953 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -22162388.000000 Penalty: 6028.908691
	Iteration 41Q: 3 clusters Score -2.216239e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184571 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -22162550.000000 Penalty: 6028.908691
	Iteration 42Q: 3 clusters Score -2.216255e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185130 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -22162730.000000 Penalty: 6028.908691
	Iteration 43Q: 3 clusters Score -2.216273e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185577 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -22162904.000000 Penalty: 6028.908691
	Iteration 44Q: 3 clusters Score -2.21629e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185931 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -22163112.000000 Penalty: 6028.908691
	Iteration 45Q: 3 clusters Score -2.216311e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186215 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -22163176.000000 Penalty: 6028.908691
	Iteration 46Q: 3 clusters Score -2.216318e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186458 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -22163282.000000 Penalty: 6028.908691
	Iteration 47Q: 3 clusters Score -2.216328e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186655 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -22163356.000000 Penalty: 6028.908691
	Iteration 48Q: 3 clusters Score -2.216336e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186833 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -22163426.000000 Penalty: 6028.908691
	Iteration 49Q: 3 clusters Score -2.216343e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186993 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -22163452.000000 Penalty: 6028.908691
	Iteration 50Q: 3 clusters Score -2.216345e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187128 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -22163520.000000 Penalty: 6028.908691
	Iteration 51Q: 3 clusters Score -2.216352e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187235 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22163560.000000 Penalty: 6028.908691
	Iteration 52Q: 3 clusters Score -2.216356e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187330 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -22163590.000000 Penalty: 6028.908691
	Iteration 53Q: 3 clusters Score -2.216359e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187418 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -22163586.000000 Penalty: 6028.908691
	Iteration 54Q: 3 clusters Score -2.216359e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187487 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -22163576.000000 Penalty: 6028.908691
	Iteration 55Q: 3 clusters Score -2.216358e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187539 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -22163602.000000 Penalty: 6028.908691
	Iteration 56Q: 3 clusters Score -2.21636e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187601 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22163566.000000 Penalty: 6028.908691
	Iteration 57Q: 3 clusters Score -2.216357e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187656 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22163562.000000 Penalty: 6028.908691
	Iteration 58Q: 3 clusters Score -2.216356e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187700 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -22163572.000000 Penalty: 6028.908691
	Iteration 59Q: 3 clusters Score -2.216357e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187739 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -22163574.000000 Penalty: 6028.908691
	Iteration 60F: 3 clusters Score -2.216357e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187772 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -22163598.000000 Penalty: 6028.908691
	Iteration 61Q: 3 clusters Score -2.21636e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187802 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -22163578.000000 Penalty: 6028.908691
	Iteration 62Q: 3 clusters Score -2.216358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187828 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -22163574.000000 Penalty: 6028.908691
	Iteration 63Q: 3 clusters Score -2.216357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187847 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -22163570.000000 Penalty: 6028.908691
	Iteration 64Q: 3 clusters Score -2.216357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187861 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -22163572.000000 Penalty: 6028.908691
	Iteration 65Q: 3 clusters Score -2.216357e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187874 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -22163576.000000 Penalty: 6028.908691
	Iteration 66Q: 3 clusters Score -2.216358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187881 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -22163562.000000 Penalty: 6028.908691
	Iteration 67Q: 3 clusters Score -2.216356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187886 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -22163560.000000 Penalty: 6028.908691
	Iteration 68Q: 3 clusters Score -2.216356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187889 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -22163580.000000 Penalty: 6028.908691
	Iteration 69Q: 3 clusters Score -2.216358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187894 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -22163572.000000 Penalty: 6028.908691
	Iteration 70Q: 3 clusters Score -2.216357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187905 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -22163586.000000 Penalty: 6028.908691
	Iteration 71Q: 3 clusters Score -2.216359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -22163580.000000 Penalty: 6028.908691
	Iteration 72Q: 3 clusters Score -2.216358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -22163590.000000 Penalty: 6028.908691
	Iteration 73Q: 3 clusters Score -2.216359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187914 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -22163582.000000 Penalty: 6028.908691
	Iteration 74Q: 3 clusters Score -2.216358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187914 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -22163582.000000 Penalty: 6028.908691
	Iteration 75Q: 3 clusters Score -2.216358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187915 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -22163578.000000 Penalty: 6028.908691
	Iteration 76Q: 3 clusters Score -2.216358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187918 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22163586.000000 Penalty: 6028.908691
	Iteration 77Q: 3 clusters Score -2.216359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187921 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -22163570.000000 Penalty: 6028.908691
	Iteration 78Q: 3 clusters Score -2.216357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187926 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -22163576.000000 Penalty: 6028.908691
	Iteration 79Q: 3 clusters Score -2.216358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187930 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -22163592.000000 Penalty: 6028.908691
	Iteration 80F: 3 clusters Score -2.216359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187933 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -22163586.000000 Penalty: 6028.908691
	Iteration 81Q: 3 clusters Score -2.216359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187934 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -22163578.000000 Penalty: 6028.908691
	Iteration 82Q: 3 clusters Score -2.216358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187934 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -22163578.000000 Penalty: 6028.908691
	Iteration 83F: 3 clusters Score -2.216358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -645803.625000 Penalty: 2139.437744
	Iteration 0F: 2 clusters Score -645803.6 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 2804 members 
Entering Unmasked Estep 
Score: -640920.875000 Penalty: 4278.875488
	Iteration 0F: 3 clusters Score -640920.9 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -642108.062500 Penalty: 4278.875488
	Iteration 1F: 3 clusters Score -642108.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -642370.437500 Penalty: 4278.875488
	Iteration 2F: 3 clusters Score -642370.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -642581.250000 Penalty: 4278.875488
	Iteration 3F: 3 clusters Score -642581.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -642752.187500 Penalty: 4278.875488
	Iteration 4Q: 3 clusters Score -642752.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -642942.375000 Penalty: 4278.875488
	Iteration 5Q: 3 clusters Score -642942.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -643162.812500 Penalty: 4278.875488
	Iteration 6F: 3 clusters Score -643162.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -643398.312500 Penalty: 4278.875488
	Iteration 7F: 3 clusters Score -643398.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -643606.187500 Penalty: 4278.875488
	Iteration 8Q: 3 clusters Score -643606.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -643759.125000 Penalty: 4278.875488
	Iteration 9Q: 3 clusters Score -643759.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -643873.000000 Penalty: 4278.875488
	Iteration 10Q: 3 clusters Score -643873 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -643978.687500 Penalty: 4278.875488
	Iteration 11Q: 3 clusters Score -643978.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -644058.250000 Penalty: 4278.875488
	Iteration 12Q: 3 clusters Score -644058.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -644113.812500 Penalty: 4278.875488
	Iteration 13Q: 3 clusters Score -644113.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -644160.125000 Penalty: 4278.875488
	Iteration 14Q: 3 clusters Score -644160.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -644193.750000 Penalty: 4278.875488
	Iteration 15Q: 3 clusters Score -644193.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -644212.000000 Penalty: 4278.875488
	Iteration 16Q: 3 clusters Score -644212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -644218.312500 Penalty: 4278.875488
	Iteration 17Q: 3 clusters Score -644218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -644221.812500 Penalty: 4278.875488
	Iteration 18Q: 3 clusters Score -644221.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -644227.937500 Penalty: 4278.875488
	Iteration 19Q: 3 clusters Score -644227.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -644235.562500 Penalty: 4278.875488
	Iteration 20F: 3 clusters Score -644235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -644242.625000 Penalty: 4278.875488
	Iteration 21Q: 3 clusters Score -644242.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -644251.437500 Penalty: 4278.875488
	Iteration 22Q: 3 clusters Score -644251.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -644257.062500 Penalty: 4278.875488
	Iteration 23Q: 3 clusters Score -644257.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -644256.937500 Penalty: 4278.875488
	Iteration 24Q: 3 clusters Score -644256.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -644262.812500 Penalty: 4278.875488
	Iteration 25Q: 3 clusters Score -644262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -644266.312500 Penalty: 4278.875488
	Iteration 26Q: 3 clusters Score -644266.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -644272.187500 Penalty: 4278.875488
	Iteration 27Q: 3 clusters Score -644272.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -644277.875000 Penalty: 4278.875488
	Iteration 28Q: 3 clusters Score -644277.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -644282.187500 Penalty: 4278.875488
	Iteration 29Q: 3 clusters Score -644282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -644283.625000 Penalty: 4278.875488
	Iteration 30Q: 3 clusters Score -644283.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -644284.625000 Penalty: 4278.875488
	Iteration 31Q: 3 clusters Score -644284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -644285.562500 Penalty: 4278.875488
	Iteration 32Q: 3 clusters Score -644285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -644287.312500 Penalty: 4278.875488
	Iteration 33Q: 3 clusters Score -644287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -644287.312500 Penalty: 4278.875488
	Iteration 34Q: 3 clusters Score -644287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -644288.750000 Penalty: 4278.875488
	Iteration 35Q: 3 clusters Score -644288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -644289.187500 Penalty: 4278.875488
	Iteration 36Q: 3 clusters Score -644289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -644291.000000 Penalty: 4278.875488
	Iteration 37Q: 3 clusters Score -644291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -644291.000000 Penalty: 4278.875488
	Iteration 38F: 3 clusters Score -644291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Entering Unmasked Estep 
Score: -1535111.625000 Penalty: 2355.186768
	Iteration 0F: 2 clusters Score -1535112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1525339.875000 Penalty: 4710.373535
	Iteration 0F: 3 clusters Score -1525340 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1528411.750000 Penalty: 4710.373535
	Iteration 1F: 3 clusters Score -1528412 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1528839.125000 Penalty: 4710.373535
	Iteration 2F: 3 clusters Score -1528839 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1529226.000000 Penalty: 4710.373535
	Iteration 3F: 3 clusters Score -1529226 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1529592.875000 Penalty: 4710.373535
	Iteration 4F: 3 clusters Score -1529593 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1530001.750000 Penalty: 4710.373535
	Iteration 5F: 3 clusters Score -1530002 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1530445.375000 Penalty: 4710.373535
	Iteration 6Q: 3 clusters Score -1530445 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1530863.250000 Penalty: 4710.373535
	Iteration 7Q: 3 clusters Score -1530863 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1531252.500000 Penalty: 4710.373535
	Iteration 8Q: 3 clusters Score -1531252 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1531629.500000 Penalty: 4710.373535
	Iteration 9Q: 3 clusters Score -1531630 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1532019.125000 Penalty: 4710.373535
	Iteration 10Q: 3 clusters Score -1532019 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1532449.750000 Penalty: 4710.373535
	Iteration 11Q: 3 clusters Score -1532450 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1532863.500000 Penalty: 4710.373535
	Iteration 12Q: 3 clusters Score -1532864 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1533179.375000 Penalty: 4710.373535
	Iteration 13Q: 3 clusters Score -1533179 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1533362.125000 Penalty: 4710.373535
	Iteration 14Q: 3 clusters Score -1533362 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1533447.500000 Penalty: 4710.373535
	Iteration 15Q: 3 clusters Score -1533448 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1533483.750000 Penalty: 4710.373535
	Iteration 16Q: 3 clusters Score -1533484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1533516.500000 Penalty: 4710.373535
	Iteration 17Q: 3 clusters Score -1533516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1533528.375000 Penalty: 4710.373535
	Iteration 18Q: 3 clusters Score -1533528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1533544.625000 Penalty: 4710.373535
	Iteration 19Q: 3 clusters Score -1533545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1533555.125000 Penalty: 4710.373535
	Iteration 20F: 3 clusters Score -1533555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1533556.250000 Penalty: 4710.373535
	Iteration 21Q: 3 clusters Score -1533556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1533558.750000 Penalty: 4710.373535
	Iteration 22Q: 3 clusters Score -1533559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1533559.375000 Penalty: 4710.373535
	Iteration 23Q: 3 clusters Score -1533559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1533560.125000 Penalty: 4710.373535
	Iteration 24Q: 3 clusters Score -1533560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1533557.500000 Penalty: 4710.373535
	Iteration 25Q: 3 clusters Score -1533558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1533561.000000 Penalty: 4710.373535
	Iteration 26Q: 3 clusters Score -1533561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1533560.500000 Penalty: 4710.373535
	Iteration 27Q: 3 clusters Score -1533560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1533562.875000 Penalty: 4710.373535
	Iteration 28Q: 3 clusters Score -1533563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1533562.875000 Penalty: 4710.373535
	Iteration 29F: 3 clusters Score -1533563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Entering Unmasked Estep 
Score: -2981329.750000 Penalty: 2533.721191
	Iteration 0F: 2 clusters Score -2981330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2962496.250000 Penalty: 5067.442383
	Iteration 0F: 3 clusters Score -2962496 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2969339.500000 Penalty: 5067.442383
	Iteration 1F: 3 clusters Score -2969340 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2969967.500000 Penalty: 5067.442383
	Iteration 2F: 3 clusters Score -2969968 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2970613.750000 Penalty: 5067.442383
	Iteration 3F: 3 clusters Score -2970614 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2971255.750000 Penalty: 5067.442383
	Iteration 4F: 3 clusters Score -2971256 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2971985.000000 Penalty: 5067.442383
	Iteration 5Q: 3 clusters Score -2971985 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2972838.750000 Penalty: 5067.442383
	Iteration 6F: 3 clusters Score -2972839 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2973764.500000 Penalty: 5067.442383
	Iteration 7F: 3 clusters Score -2973764 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2974678.250000 Penalty: 5067.442383
	Iteration 8F: 3 clusters Score -2974678 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2975507.500000 Penalty: 5067.442383
	Iteration 9F: 3 clusters Score -2975508 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2976166.000000 Penalty: 5067.442383
	Iteration 10Q: 3 clusters Score -2976166 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2976671.250000 Penalty: 5067.442383
	Iteration 11Q: 3 clusters Score -2976671 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2977061.500000 Penalty: 5067.442383
	Iteration 12Q: 3 clusters Score -2977062 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2977393.750000 Penalty: 5067.442383
	Iteration 13Q: 3 clusters Score -2977394 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2977661.000000 Penalty: 5067.442383
	Iteration 14Q: 3 clusters Score -2977661 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2977894.500000 Penalty: 5067.442383
	Iteration 15Q: 3 clusters Score -2977894 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2978112.000000 Penalty: 5067.442383
	Iteration 16Q: 3 clusters Score -2978112 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2978339.250000 Penalty: 5067.442383
	Iteration 17Q: 3 clusters Score -2978339 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2978557.000000 Penalty: 5067.442383
	Iteration 18Q: 3 clusters Score -2978557 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2978742.750000 Penalty: 5067.442383
	Iteration 19Q: 3 clusters Score -2978743 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2978905.000000 Penalty: 5067.442383
	Iteration 20F: 3 clusters Score -2978905 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2979061.000000 Penalty: 5067.442383
	Iteration 21Q: 3 clusters Score -2979061 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2979204.750000 Penalty: 5067.442383
	Iteration 22Q: 3 clusters Score -2979205 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2979323.500000 Penalty: 5067.442383
	Iteration 23Q: 3 clusters Score -2979324 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2979446.750000 Penalty: 5067.442383
	Iteration 24Q: 3 clusters Score -2979447 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2979542.750000 Penalty: 5067.442383
	Iteration 25Q: 3 clusters Score -2979543 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2979625.750000 Penalty: 5067.442383
	Iteration 26Q: 3 clusters Score -2979626 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2979670.250000 Penalty: 5067.442383
	Iteration 27Q: 3 clusters Score -2979670 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2979704.250000 Penalty: 5067.442383
	Iteration 28Q: 3 clusters Score -2979704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2979735.500000 Penalty: 5067.442383
	Iteration 29Q: 3 clusters Score -2979736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2979754.250000 Penalty: 5067.442383
	Iteration 30Q: 3 clusters Score -2979754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2979777.750000 Penalty: 5067.442383
	Iteration 31Q: 3 clusters Score -2979778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2979803.250000 Penalty: 5067.442383
	Iteration 32Q: 3 clusters Score -2979803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2979810.500000 Penalty: 5067.442383
	Iteration 33Q: 3 clusters Score -2979810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2979824.500000 Penalty: 5067.442383
	Iteration 34Q: 3 clusters Score -2979824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2979819.500000 Penalty: 5067.442383
	Iteration 35Q: 3 clusters Score -2979820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2979833.750000 Penalty: 5067.442383
	Iteration 36Q: 3 clusters Score -2979834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2979838.750000 Penalty: 5067.442383
	Iteration 37Q: 3 clusters Score -2979839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2979853.500000 Penalty: 5067.442383
	Iteration 38Q: 3 clusters Score -2979854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2979859.000000 Penalty: 5067.442383
	Iteration 39Q: 3 clusters Score -2979859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2979864.500000 Penalty: 5067.442383
	Iteration 40F: 3 clusters Score -2979864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2979869.000000 Penalty: 5067.442383
	Iteration 41Q: 3 clusters Score -2979869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2979870.250000 Penalty: 5067.442383
	Iteration 42Q: 3 clusters Score -2979870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2979885.000000 Penalty: 5067.442383
	Iteration 43Q: 3 clusters Score -2979885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2979883.500000 Penalty: 5067.442383
	Iteration 44Q: 3 clusters Score -2979884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2979888.000000 Penalty: 5067.442383
	Iteration 45Q: 3 clusters Score -2979888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2979892.500000 Penalty: 5067.442383
	Iteration 46Q: 3 clusters Score -2979892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2979893.250000 Penalty: 5067.442383
	Iteration 47Q: 3 clusters Score -2979893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2979894.750000 Penalty: 5067.442383
	Iteration 48Q: 3 clusters Score -2979895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2979896.000000 Penalty: 5067.442383
	Iteration 49Q: 3 clusters Score -2979896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2979892.250000 Penalty: 5067.442383
	Iteration 50Q: 3 clusters Score -2979892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2979891.250000 Penalty: 5067.442383
	Iteration 51Q: 3 clusters Score -2979891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2979898.250000 Penalty: 5067.442383
	Iteration 52Q: 3 clusters Score -2979898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2979897.500000 Penalty: 5067.442383
	Iteration 53Q: 3 clusters Score -2979898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2979900.250000 Penalty: 5067.442383
	Iteration 54Q: 3 clusters Score -2979900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2979900.250000 Penalty: 5067.442383
	Iteration 55F: 3 clusters Score -2979900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Entering Unmasked Estep 
Score: -3645018.500000 Penalty: 2564.784180
	Iteration 0F: 2 clusters Score -3645018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3623968.750000 Penalty: 5129.568359
	Iteration 0F: 3 clusters Score -3623969 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3631949.750000 Penalty: 5129.568359
	Iteration 1F: 3 clusters Score -3631950 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3632800.750000 Penalty: 5129.568359
	Iteration 2F: 3 clusters Score -3632801 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3633714.750000 Penalty: 5129.568359
	Iteration 3F: 3 clusters Score -3633715 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3634814.750000 Penalty: 5129.568359
	Iteration 4F: 3 clusters Score -3634815 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3636105.750000 Penalty: 5129.568359
	Iteration 5F: 3 clusters Score -3636106 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3637480.750000 Penalty: 5129.568359
	Iteration 6F: 3 clusters Score -3637481 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3638680.500000 Penalty: 5129.568359
	Iteration 7Q: 3 clusters Score -3638680 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3639709.000000 Penalty: 5129.568359
	Iteration 8Q: 3 clusters Score -3639709 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3640516.750000 Penalty: 5129.568359
	Iteration 9Q: 3 clusters Score -3640517 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3641058.750000 Penalty: 5129.568359
	Iteration 10Q: 3 clusters Score -3641059 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3641410.250000 Penalty: 5129.568359
	Iteration 11Q: 3 clusters Score -3641410 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3641607.250000 Penalty: 5129.568359
	Iteration 12Q: 3 clusters Score -3641607 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3641746.250000 Penalty: 5129.568359
	Iteration 13Q: 3 clusters Score -3641746 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3641827.500000 Penalty: 5129.568359
	Iteration 14Q: 3 clusters Score -3641828 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3641901.750000 Penalty: 5129.568359
	Iteration 15Q: 3 clusters Score -3641902 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3641949.500000 Penalty: 5129.568359
	Iteration 16Q: 3 clusters Score -3641950 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3641994.750000 Penalty: 5129.568359
	Iteration 17Q: 3 clusters Score -3641995 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3642019.000000 Penalty: 5129.568359
	Iteration 18Q: 3 clusters Score -3642019 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3642065.000000 Penalty: 5129.568359
	Iteration 19Q: 3 clusters Score -3642065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3642094.750000 Penalty: 5129.568359
	Iteration 20F: 3 clusters Score -3642095 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3642110.000000 Penalty: 5129.568359
	Iteration 21Q: 3 clusters Score -3642110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3642137.250000 Penalty: 5129.568359
	Iteration 22Q: 3 clusters Score -3642137 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3642173.250000 Penalty: 5129.568359
	Iteration 23Q: 3 clusters Score -3642173 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3642195.750000 Penalty: 5129.568359
	Iteration 24Q: 3 clusters Score -3642196 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3642210.500000 Penalty: 5129.568359
	Iteration 25Q: 3 clusters Score -3642210 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3642235.750000 Penalty: 5129.568359
	Iteration 26Q: 3 clusters Score -3642236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3642265.500000 Penalty: 5129.568359
	Iteration 27Q: 3 clusters Score -3642266 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3642303.250000 Penalty: 5129.568359
	Iteration 28Q: 3 clusters Score -3642303 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3642344.250000 Penalty: 5129.568359
	Iteration 29Q: 3 clusters Score -3642344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3642374.000000 Penalty: 5129.568359
	Iteration 30Q: 3 clusters Score -3642374 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3642390.500000 Penalty: 5129.568359
	Iteration 31Q: 3 clusters Score -3642390 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -3642415.250000 Penalty: 5129.568359
	Iteration 32Q: 3 clusters Score -3642415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3642443.250000 Penalty: 5129.568359
	Iteration 33Q: 3 clusters Score -3642443 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -3642460.500000 Penalty: 5129.568359
	Iteration 34Q: 3 clusters Score -3642460 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3642488.000000 Penalty: 5129.568359
	Iteration 35Q: 3 clusters Score -3642488 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3642506.500000 Penalty: 5129.568359
	Iteration 36Q: 3 clusters Score -3642506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3642522.500000 Penalty: 5129.568359
	Iteration 37Q: 3 clusters Score -3642522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3642545.750000 Penalty: 5129.568359
	Iteration 38Q: 3 clusters Score -3642546 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3642551.500000 Penalty: 5129.568359
	Iteration 39Q: 3 clusters Score -3642552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3642566.250000 Penalty: 5129.568359
	Iteration 40F: 3 clusters Score -3642566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3642572.750000 Penalty: 5129.568359
	Iteration 41Q: 3 clusters Score -3642573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3642581.250000 Penalty: 5129.568359
	Iteration 42Q: 3 clusters Score -3642581 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3642583.000000 Penalty: 5129.568359
	Iteration 43Q: 3 clusters Score -3642583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3642576.000000 Penalty: 5129.568359
	Iteration 44Q: 3 clusters Score -3642576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3642592.250000 Penalty: 5129.568359
	Iteration 45Q: 3 clusters Score -3642592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3642588.250000 Penalty: 5129.568359
	Iteration 46Q: 3 clusters Score -3642588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3642590.250000 Penalty: 5129.568359
	Iteration 47Q: 3 clusters Score -3642590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3642590.750000 Penalty: 5129.568359
	Iteration 48Q: 3 clusters Score -3642591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3642584.250000 Penalty: 5129.568359
	Iteration 49Q: 3 clusters Score -3642584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3642587.250000 Penalty: 5129.568359
	Iteration 50Q: 3 clusters Score -3642587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3642587.750000 Penalty: 5129.568359
	Iteration 51Q: 3 clusters Score -3642588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3642593.250000 Penalty: 5129.568359
	Iteration 52Q: 3 clusters Score -3642593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3642597.500000 Penalty: 5129.568359
	Iteration 53Q: 3 clusters Score -3642598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3642597.500000 Penalty: 5129.568359
	Iteration 54Q: 3 clusters Score -3642598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3642619.750000 Penalty: 5129.568359
	Iteration 55Q: 3 clusters Score -3642620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3642628.750000 Penalty: 5129.568359
	Iteration 56Q: 3 clusters Score -3642629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3642633.750000 Penalty: 5129.568359
	Iteration 57Q: 3 clusters Score -3642634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3642649.250000 Penalty: 5129.568359
	Iteration 58Q: 3 clusters Score -3642649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3642657.250000 Penalty: 5129.568359
	Iteration 59Q: 3 clusters Score -3642657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3642653.500000 Penalty: 5129.568359
	Iteration 60F: 3 clusters Score -3642654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3642665.750000 Penalty: 5129.568359
	Iteration 61Q: 3 clusters Score -3642666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3642665.500000 Penalty: 5129.568359
	Iteration 62Q: 3 clusters Score -3642666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3642669.750000 Penalty: 5129.568359
	Iteration 63Q: 3 clusters Score -3642670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3642677.750000 Penalty: 5129.568359
	Iteration 64Q: 3 clusters Score -3642678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3642677.250000 Penalty: 5129.568359
	Iteration 65Q: 3 clusters Score -3642677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3642678.000000 Penalty: 5129.568359
	Iteration 66Q: 3 clusters Score -3642678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3642680.500000 Penalty: 5129.568359
	Iteration 67Q: 3 clusters Score -3642680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3642694.000000 Penalty: 5129.568359
	Iteration 68Q: 3 clusters Score -3642694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3642705.000000 Penalty: 5129.568359
	Iteration 69Q: 3 clusters Score -3642705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3642712.000000 Penalty: 5129.568359
	Iteration 70Q: 3 clusters Score -3642712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3642719.250000 Penalty: 5129.568359
	Iteration 71Q: 3 clusters Score -3642719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3642715.750000 Penalty: 5129.568359
	Iteration 72Q: 3 clusters Score -3642716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3642720.000000 Penalty: 5129.568359
	Iteration 73Q: 3 clusters Score -3642720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3642732.250000 Penalty: 5129.568359
	Iteration 74Q: 3 clusters Score -3642732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3642725.750000 Penalty: 5129.568359
	Iteration 75Q: 3 clusters Score -3642726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3642727.250000 Penalty: 5129.568359
	Iteration 76Q: 3 clusters Score -3642727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3642728.250000 Penalty: 5129.568359
	Iteration 77Q: 3 clusters Score -3642728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3642734.750000 Penalty: 5129.568359
	Iteration 78Q: 3 clusters Score -3642735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3642735.250000 Penalty: 5129.568359
	Iteration 79Q: 3 clusters Score -3642735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3642741.000000 Penalty: 5129.568359
	Iteration 80F: 3 clusters Score -3642741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3642732.750000 Penalty: 5129.568359
	Iteration 81Q: 3 clusters Score -3642733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3642743.750000 Penalty: 5129.568359
	Iteration 82Q: 3 clusters Score -3642744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3642741.250000 Penalty: 5129.568359
	Iteration 83Q: 3 clusters Score -3642741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3642750.000000 Penalty: 5129.568359
	Iteration 84Q: 3 clusters Score -3642750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3642748.750000 Penalty: 5129.568359
	Iteration 85Q: 3 clusters Score -3642749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3642751.500000 Penalty: 5129.568359
	Iteration 86Q: 3 clusters Score -3642752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3642758.500000 Penalty: 5129.568359
	Iteration 87Q: 3 clusters Score -3642758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3642760.250000 Penalty: 5129.568359
	Iteration 88Q: 3 clusters Score -3642760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3642759.500000 Penalty: 5129.568359
	Iteration 89Q: 3 clusters Score -3642760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3642754.500000 Penalty: 5129.568359
	Iteration 90Q: 3 clusters Score -3642754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3642748.000000 Penalty: 5129.568359
	Iteration 91Q: 3 clusters Score -3642748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3642749.000000 Penalty: 5129.568359
	Iteration 92Q: 3 clusters Score -3642749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3642750.000000 Penalty: 5129.568359
	Iteration 93Q: 3 clusters Score -3642750 nChanged 4
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Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3642754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3642752.250000 Penalty: 5129.568359
	Iteration 95Q: 3 clusters Score -3642752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3642749.250000 Penalty: 5129.568359
	Iteration 96Q: 3 clusters Score -3642749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3642754.000000 Penalty: 5129.568359
	Iteration 97Q: 3 clusters Score -3642754 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3642754.250000 Penalty: 5129.568359
	Iteration 98Q: 3 clusters Score -3642754 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3642755.500000 Penalty: 5129.568359
	Iteration 99Q: 3 clusters Score -3642756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3642751.000000 Penalty: 5129.568359
	Iteration 100F: 3 clusters Score -3642751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3642757.000000 Penalty: 5129.568359
	Iteration 101Q: 3 clusters Score -3642757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3642762.750000 Penalty: 5129.568359
	Iteration 102Q: 3 clusters Score -3642763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3642763.500000 Penalty: 5129.568359
	Iteration 103Q: 3 clusters Score -3642764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3642762.750000 Penalty: 5129.568359
	Iteration 104Q: 3 clusters Score -3642763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3642770.250000 Penalty: 5129.568359
	Iteration 105Q: 3 clusters Score -3642770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3642771.000000 Penalty: 5129.568359
	Iteration 106Q: 3 clusters Score -3642771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3642773.500000 Penalty: 5129.568359
	Iteration 107Q: 3 clusters Score -3642774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3642781.750000 Penalty: 5129.568359
	Iteration 108Q: 3 clusters Score -3642782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3642775.250000 Penalty: 5129.568359
	Iteration 109Q: 3 clusters Score -3642775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3642771.500000 Penalty: 5129.568359
	Iteration 110Q: 3 clusters Score -3642772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -3642776.500000 Penalty: 5129.568359
	Iteration 111Q: 3 clusters Score -3642776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3642778.000000 Penalty: 5129.568359
	Iteration 112Q: 3 clusters Score -3642778 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3642783.250000 Penalty: 5129.568359
	Iteration 113Q: 3 clusters Score -3642783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3642793.750000 Penalty: 5129.568359
	Iteration 114Q: 3 clusters Score -3642794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3642787.750000 Penalty: 5129.568359
	Iteration 115Q: 3 clusters Score -3642788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3642794.250000 Penalty: 5129.568359
	Iteration 116Q: 3 clusters Score -3642794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3642795.000000 Penalty: 5129.568359
	Iteration 117Q: 3 clusters Score -3642795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3642797.000000 Penalty: 5129.568359
	Iteration 118Q: 3 clusters Score -3642797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3642803.500000 Penalty: 5129.568359
	Iteration 119Q: 3 clusters Score -3642804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3642803.500000 Penalty: 5129.568359
	Iteration 120F: 3 clusters Score -3642804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3642810.250000 Penalty: 5129.568359
	Iteration 121Q: 3 clusters Score -3642810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3642808.500000 Penalty: 5129.568359
	Iteration 122Q: 3 clusters Score -3642808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3642805.000000 Penalty: 5129.568359
	Iteration 123Q: 3 clusters Score -3642805 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3642806.000000 Penalty: 5129.568359
	Iteration 124Q: 3 clusters Score -3642806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -3642811.000000 Penalty: 5129.568359
	Iteration 125Q: 3 clusters Score -3642811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3642810.250000 Penalty: 5129.568359
	Iteration 126Q: 3 clusters Score -3642810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3642811.750000 Penalty: 5129.568359
	Iteration 127Q: 3 clusters Score -3642812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3642817.000000 Penalty: 5129.568359
	Iteration 128Q: 3 clusters Score -3642817 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3642810.000000 Penalty: 5129.568359
	Iteration 129Q: 3 clusters Score -3642810 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3642818.250000 Penalty: 5129.568359
	Iteration 130Q: 3 clusters Score -3642818 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3642810.750000 Penalty: 5129.568359
	Iteration 131Q: 3 clusters Score -3642811 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3642806.500000 Penalty: 5129.568359
	Iteration 132Q: 3 clusters Score -3642806 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3642808.000000 Penalty: 5129.568359
	Iteration 133Q: 3 clusters Score -3642808 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4502 members 
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Entering Unmasked Estep 
Score: -3642814.000000 Penalty: 5129.568359
	Iteration 134Q: 3 clusters Score -3642814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3642830.250000 Penalty: 5129.568359
	Iteration 135Q: 3 clusters Score -3642830 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3642835.750000 Penalty: 5129.568359
	Iteration 136Q: 3 clusters Score -3642836 nChanged 25
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Mstep: Class 1 contains 4445 members 
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Entering Unmasked Estep 
Score: -3642832.000000 Penalty: 5129.568359
	Iteration 137Q: 3 clusters Score -3642832 nChanged 16
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3642836 nChanged 13
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Entering Unmasked Estep 
Score: -3642833.750000 Penalty: 5129.568359
	Iteration 139Q: 3 clusters Score -3642834 nChanged 15
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Entering Unmasked Estep 
Score: -3642839.000000 Penalty: 5129.568359
	Iteration 140F: 3 clusters Score -3642839 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3642840.000000 Penalty: 5129.568359
	Iteration 141Q: 3 clusters Score -3642840 nChanged 15
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Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3642838.000000 Penalty: 5129.568359
	Iteration 142Q: 3 clusters Score -3642838 nChanged 14
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Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3642834.250000 Penalty: 5129.568359
	Iteration 143Q: 3 clusters Score -3642834 nChanged 14
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Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3642842.250000 Penalty: 5129.568359
	Iteration 144Q: 3 clusters Score -3642842 nChanged 10
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3642839 nChanged 11
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Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3642847.750000 Penalty: 5129.568359
	Iteration 146Q: 3 clusters Score -3642848 nChanged 13
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3642848 nChanged 10
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Entering Unmasked Estep 
Score: -3642846.500000 Penalty: 5129.568359
	Iteration 148Q: 3 clusters Score -3642846 nChanged 12
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Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3642846.250000 Penalty: 5129.568359
	Iteration 149Q: 3 clusters Score -3642846 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4299 members 
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Entering Unmasked Estep 
Score: -3642849.250000 Penalty: 5129.568359
	Iteration 150Q: 3 clusters Score -3642849 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3642848.500000 Penalty: 5129.568359
	Iteration 151Q: 3 clusters Score -3642848 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3642846.750000 Penalty: 5129.568359
	Iteration 152Q: 3 clusters Score -3642847 nChanged 13
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Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3642853.000000 Penalty: 5129.568359
	Iteration 153Q: 3 clusters Score -3642853 nChanged 11
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Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3642855.750000 Penalty: 5129.568359
	Iteration 154Q: 3 clusters Score -3642856 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3642859.750000 Penalty: 5129.568359
	Iteration 155Q: 3 clusters Score -3642860 nChanged 4
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Entering Unmasked Estep 
Score: -3642864.000000 Penalty: 5129.568359
	Iteration 156Q: 3 clusters Score -3642864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3642859.750000 Penalty: 5129.568359
	Iteration 157Q: 3 clusters Score -3642860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3642860.250000 Penalty: 5129.568359
	Iteration 158Q: 3 clusters Score -3642860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3642863.250000 Penalty: 5129.568359
	Iteration 159Q: 3 clusters Score -3642863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3642862.250000 Penalty: 5129.568359
	Iteration 160F: 3 clusters Score -3642862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3642862.000000 Penalty: 5129.568359
	Iteration 161Q: 3 clusters Score -3642862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3642862.750000 Penalty: 5129.568359
	Iteration 162Q: 3 clusters Score -3642863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3642859.250000 Penalty: 5129.568359
	Iteration 163Q: 3 clusters Score -3642859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3642858.000000 Penalty: 5129.568359
	Iteration 164Q: 3 clusters Score -3642858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3642860.500000 Penalty: 5129.568359
	Iteration 165Q: 3 clusters Score -3642860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3642860.500000 Penalty: 5129.568359
	Iteration 166F: 3 clusters Score -3642860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -570339.375000 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -570339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -565811.812500 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -565811.8 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -567064.062500 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -567064.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -567577.312500 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -567577.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -568127.312500 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -568127.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -568637.437500 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -568637.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -569020.812500 Penalty: 4224.626953
	Iteration 5F: 3 clusters Score -569020.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -569259.750000 Penalty: 4224.626953
	Iteration 6Q: 3 clusters Score -569259.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -569413.812500 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -569413.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -569517.625000 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -569517.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -569614.500000 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -569614.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -569688.875000 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -569688.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -569761.875000 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -569761.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -569819.687500 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -569819.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -569859.812500 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -569859.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -569889.937500 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -569889.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -569909.625000 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -569909.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -569919.625000 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -569919.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -569926.500000 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -569926.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -569932.937500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -569932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -569937.187500 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -569937.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -569941.062500 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -569941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -569942.375000 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -569942.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -569944.125000 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -569944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -569949.125000 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -569949.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -569951.062500 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -569951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -569952.062500 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -569952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -569952.375000 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -569952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -569951.812500 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -569951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -569952.750000 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -569952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -569952.750000 Penalty: 4224.626953
	Iteration 29F: 3 clusters Score -569952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Entering Unmasked Estep 
Score: -2938922.750000 Penalty: 2512.384521
	Iteration 0F: 2 clusters Score -2938923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2921566.500000 Penalty: 5024.769043
	Iteration 0F: 3 clusters Score -2921566 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2927563.500000 Penalty: 5024.769043
	Iteration 1F: 3 clusters Score -2927564 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2928030.000000 Penalty: 5024.769043
	Iteration 2F: 3 clusters Score -2928030 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2928410.250000 Penalty: 5024.769043
	Iteration 3Q: 3 clusters Score -2928410 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2928749.500000 Penalty: 5024.769043
	Iteration 4Q: 3 clusters Score -2928750 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2929022.750000 Penalty: 5024.769043
	Iteration 5Q: 3 clusters Score -2929023 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2929298.000000 Penalty: 5024.769043
	Iteration 6Q: 3 clusters Score -2929298 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2929548.000000 Penalty: 5024.769043
	Iteration 7Q: 3 clusters Score -2929548 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2929796.500000 Penalty: 5024.769043
	Iteration 8Q: 3 clusters Score -2929796 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2930028.250000 Penalty: 5024.769043
	Iteration 9Q: 3 clusters Score -2930028 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2930260.000000 Penalty: 5024.769043
	Iteration 10Q: 3 clusters Score -2930260 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2930505.500000 Penalty: 5024.769043
	Iteration 11Q: 3 clusters Score -2930506 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2930767.500000 Penalty: 5024.769043
	Iteration 12Q: 3 clusters Score -2930768 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2931092.500000 Penalty: 5024.769043
	Iteration 13Q: 3 clusters Score -2931092 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2931515.250000 Penalty: 5024.769043
	Iteration 14Q: 3 clusters Score -2931515 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2931999.250000 Penalty: 5024.769043
	Iteration 15Q: 3 clusters Score -2931999 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2932534.500000 Penalty: 5024.769043
	Iteration 16Q: 3 clusters Score -2932534 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2933077.000000 Penalty: 5024.769043
	Iteration 17Q: 3 clusters Score -2933077 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2933499.000000 Penalty: 5024.769043
	Iteration 18Q: 3 clusters Score -2933499 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2933821.250000 Penalty: 5024.769043
	Iteration 19Q: 3 clusters Score -2933821 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2934084.500000 Penalty: 5024.769043
	Iteration 20F: 3 clusters Score -2934084 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2934342.000000 Penalty: 5024.769043
	Iteration 21Q: 3 clusters Score -2934342 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2934602.500000 Penalty: 5024.769043
	Iteration 22Q: 3 clusters Score -2934602 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2934856.000000 Penalty: 5024.769043
	Iteration 23Q: 3 clusters Score -2934856 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2935102.750000 Penalty: 5024.769043
	Iteration 24Q: 3 clusters Score -2935103 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2935322.750000 Penalty: 5024.769043
	Iteration 25Q: 3 clusters Score -2935323 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2935542.500000 Penalty: 5024.769043
	Iteration 26Q: 3 clusters Score -2935542 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2935766.000000 Penalty: 5024.769043
	Iteration 27Q: 3 clusters Score -2935766 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2935953.250000 Penalty: 5024.769043
	Iteration 28Q: 3 clusters Score -2935953 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2936108.750000 Penalty: 5024.769043
	Iteration 29Q: 3 clusters Score -2936109 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2936228.500000 Penalty: 5024.769043
	Iteration 30Q: 3 clusters Score -2936228 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2936341.500000 Penalty: 5024.769043
	Iteration 31Q: 3 clusters Score -2936342 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2936432.250000 Penalty: 5024.769043
	Iteration 32Q: 3 clusters Score -2936432 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2936502.250000 Penalty: 5024.769043
	Iteration 33Q: 3 clusters Score -2936502 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2936563.750000 Penalty: 5024.769043
	Iteration 34Q: 3 clusters Score -2936564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2936603.500000 Penalty: 5024.769043
	Iteration 35Q: 3 clusters Score -2936604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2936643.750000 Penalty: 5024.769043
	Iteration 36Q: 3 clusters Score -2936644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -2936702.000000 Penalty: 5024.769043
	Iteration 37Q: 3 clusters Score -2936702 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2936742.750000 Penalty: 5024.769043
	Iteration 38Q: 3 clusters Score -2936743 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -2936774.750000 Penalty: 5024.769043
	Iteration 39Q: 3 clusters Score -2936775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2936802.500000 Penalty: 5024.769043
	Iteration 40F: 3 clusters Score -2936802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -2936809.250000 Penalty: 5024.769043
	Iteration 41Q: 3 clusters Score -2936809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2936828.000000 Penalty: 5024.769043
	Iteration 42Q: 3 clusters Score -2936828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -2936845.500000 Penalty: 5024.769043
	Iteration 43Q: 3 clusters Score -2936846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -2936856.750000 Penalty: 5024.769043
	Iteration 44Q: 3 clusters Score -2936857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2936864.000000 Penalty: 5024.769043
	Iteration 45Q: 3 clusters Score -2936864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2936884.500000 Penalty: 5024.769043
	Iteration 46Q: 3 clusters Score -2936884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2936896.000000 Penalty: 5024.769043
	Iteration 47Q: 3 clusters Score -2936896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2936909.250000 Penalty: 5024.769043
	Iteration 48Q: 3 clusters Score -2936909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2936915.000000 Penalty: 5024.769043
	Iteration 49Q: 3 clusters Score -2936915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2936931.750000 Penalty: 5024.769043
	Iteration 50Q: 3 clusters Score -2936932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2936938.750000 Penalty: 5024.769043
	Iteration 51Q: 3 clusters Score -2936939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -2936940.500000 Penalty: 5024.769043
	Iteration 52Q: 3 clusters Score -2936940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2936947.250000 Penalty: 5024.769043
	Iteration 53Q: 3 clusters Score -2936947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2936953.500000 Penalty: 5024.769043
	Iteration 54Q: 3 clusters Score -2936954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2936958.250000 Penalty: 5024.769043
	Iteration 55Q: 3 clusters Score -2936958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2936961.500000 Penalty: 5024.769043
	Iteration 56Q: 3 clusters Score -2936962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2936966.250000 Penalty: 5024.769043
	Iteration 57Q: 3 clusters Score -2936966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2936971.000000 Penalty: 5024.769043
	Iteration 58Q: 3 clusters Score -2936971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2936983.250000 Penalty: 5024.769043
	Iteration 59Q: 3 clusters Score -2936983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -2936986.500000 Penalty: 5024.769043
	Iteration 60F: 3 clusters Score -2936986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2936995.000000 Penalty: 5024.769043
	Iteration 61Q: 3 clusters Score -2936995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -2937001.750000 Penalty: 5024.769043
	Iteration 62Q: 3 clusters Score -2937002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2937002.250000 Penalty: 5024.769043
	Iteration 63Q: 3 clusters Score -2937002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -2937005.750000 Penalty: 5024.769043
	Iteration 64Q: 3 clusters Score -2937006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2937013.750000 Penalty: 5024.769043
	Iteration 65Q: 3 clusters Score -2937014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2937013.750000 Penalty: 5024.769043
	Iteration 66Q: 3 clusters Score -2937014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2937017.500000 Penalty: 5024.769043
	Iteration 67Q: 3 clusters Score -2937018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2937015.500000 Penalty: 5024.769043
	Iteration 68Q: 3 clusters Score -2937016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2937017.000000 Penalty: 5024.769043
	Iteration 69Q: 3 clusters Score -2937017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2937019.250000 Penalty: 5024.769043
	Iteration 70Q: 3 clusters Score -2937019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2937020.000000 Penalty: 5024.769043
	Iteration 71Q: 3 clusters Score -2937020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2937023.000000 Penalty: 5024.769043
	Iteration 72Q: 3 clusters Score -2937023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -2937024.000000 Penalty: 5024.769043
	Iteration 73Q: 3 clusters Score -2937024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -2937023.250000 Penalty: 5024.769043
	Iteration 74Q: 3 clusters Score -2937023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2937031.000000 Penalty: 5024.769043
	Iteration 75Q: 3 clusters Score -2937031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2937031.000000 Penalty: 5024.769043
	Iteration 76Q: 3 clusters Score -2937031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -2937030.500000 Penalty: 5024.769043
	Iteration 77Q: 3 clusters Score -2937030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -2937032.500000 Penalty: 5024.769043
	Iteration 78Q: 3 clusters Score -2937032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -2937033.000000 Penalty: 5024.769043
	Iteration 79Q: 3 clusters Score -2937033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2937035.500000 Penalty: 5024.769043
	Iteration 80F: 3 clusters Score -2937036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -2937033.500000 Penalty: 5024.769043
	Iteration 81Q: 3 clusters Score -2937034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -2937033.500000 Penalty: 5024.769043
	Iteration 82F: 3 clusters Score -2937034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -137373.921875 Penalty: 1720.934937
	Iteration 0F: 2 clusters Score -137373.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135536.609375 Penalty: 3441.869873
	Iteration 0F: 3 clusters Score -135536.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136555.203125 Penalty: 3441.869873
	Iteration 1F: 3 clusters Score -136555.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136930.765625 Penalty: 3441.869873
	Iteration 2F: 3 clusters Score -136930.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -137090.687500 Penalty: 3441.869873
	Iteration 3F: 3 clusters Score -137090.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137181.734375 Penalty: 3441.869873
	Iteration 4Q: 3 clusters Score -137181.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -137238.718750 Penalty: 3441.869873
	Iteration 5Q: 3 clusters Score -137238.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -137253.562500 Penalty: 3441.869873
	Iteration 6Q: 3 clusters Score -137253.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -137265.171875 Penalty: 3441.869873
	Iteration 7Q: 3 clusters Score -137265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -137276.109375 Penalty: 3441.869873
	Iteration 8Q: 3 clusters Score -137276.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -137302.875000 Penalty: 3441.869873
	Iteration 9Q: 3 clusters Score -137302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137324.312500 Penalty: 3441.869873
	Iteration 10Q: 3 clusters Score -137324.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -137340.500000 Penalty: 3441.869873
	Iteration 11Q: 3 clusters Score -137340.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137359.218750 Penalty: 3441.869873
	Iteration 12Q: 3 clusters Score -137359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -137367.781250 Penalty: 3441.869873
	Iteration 13Q: 3 clusters Score -137367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -137368.093750 Penalty: 3441.869873
	Iteration 14Q: 3 clusters Score -137368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -137368.093750 Penalty: 3441.869873
	Iteration 15F: 3 clusters Score -137368.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -752492.500000 Penalty: 2172.631104
	Iteration 0F: 2 clusters Score -752492.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -747050.562500 Penalty: 4345.262207
	Iteration 0F: 3 clusters Score -747050.6 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -748435.937500 Penalty: 4345.262207
	Iteration 1F: 3 clusters Score -748435.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -748666.562500 Penalty: 4345.262207
	Iteration 2F: 3 clusters Score -748666.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -748812.312500 Penalty: 4345.262207
	Iteration 3Q: 3 clusters Score -748812.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -748924.312500 Penalty: 4345.262207
	Iteration 4Q: 3 clusters Score -748924.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -748988.375000 Penalty: 4345.262207
	Iteration 5Q: 3 clusters Score -748988.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -749029.250000 Penalty: 4345.262207
	Iteration 6Q: 3 clusters Score -749029.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -749060.125000 Penalty: 4345.262207
	Iteration 7Q: 3 clusters Score -749060.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -749088.687500 Penalty: 4345.262207
	Iteration 8Q: 3 clusters Score -749088.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -749106.812500 Penalty: 4345.262207
	Iteration 9Q: 3 clusters Score -749106.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -749129.312500 Penalty: 4345.262207
	Iteration 10Q: 3 clusters Score -749129.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -749150.187500 Penalty: 4345.262207
	Iteration 11Q: 3 clusters Score -749150.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -749171.062500 Penalty: 4345.262207
	Iteration 12Q: 3 clusters Score -749171.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -749191.750000 Penalty: 4345.262207
	Iteration 13Q: 3 clusters Score -749191.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -749211.875000 Penalty: 4345.262207
	Iteration 14Q: 3 clusters Score -749211.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -749233.500000 Penalty: 4345.262207
	Iteration 15Q: 3 clusters Score -749233.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -749269.625000 Penalty: 4345.262207
	Iteration 16Q: 3 clusters Score -749269.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -749309.437500 Penalty: 4345.262207
	Iteration 17Q: 3 clusters Score -749309.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -749359.187500 Penalty: 4345.262207
	Iteration 18Q: 3 clusters Score -749359.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -749407.125000 Penalty: 4345.262207
	Iteration 19Q: 3 clusters Score -749407.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -749476.062500 Penalty: 4345.262207
	Iteration 20F: 3 clusters Score -749476.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -749555.062500 Penalty: 4345.262207
	Iteration 21Q: 3 clusters Score -749555.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -749645.375000 Penalty: 4345.262207
	Iteration 22Q: 3 clusters Score -749645.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -749771.250000 Penalty: 4345.262207
	Iteration 23Q: 3 clusters Score -749771.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -749925.000000 Penalty: 4345.262207
	Iteration 24Q: 3 clusters Score -749925 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -750079.125000 Penalty: 4345.262207
	Iteration 25Q: 3 clusters Score -750079.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -750199.187500 Penalty: 4345.262207
	Iteration 26Q: 3 clusters Score -750199.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -750294.937500 Penalty: 4345.262207
	Iteration 27Q: 3 clusters Score -750294.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -750373.437500 Penalty: 4345.262207
	Iteration 28Q: 3 clusters Score -750373.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -750435.375000 Penalty: 4345.262207
	Iteration 29Q: 3 clusters Score -750435.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -750490.062500 Penalty: 4345.262207
	Iteration 30Q: 3 clusters Score -750490.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -750542.562500 Penalty: 4345.262207
	Iteration 31Q: 3 clusters Score -750542.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -750580.437500 Penalty: 4345.262207
	Iteration 32Q: 3 clusters Score -750580.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -750616.437500 Penalty: 4345.262207
	Iteration 33Q: 3 clusters Score -750616.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -750642.812500 Penalty: 4345.262207
	Iteration 34Q: 3 clusters Score -750642.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -750662.187500 Penalty: 4345.262207
	Iteration 35Q: 3 clusters Score -750662.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -750675.000000 Penalty: 4345.262207
	Iteration 36Q: 3 clusters Score -750675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -750690.312500 Penalty: 4345.262207
	Iteration 37Q: 3 clusters Score -750690.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -750701.687500 Penalty: 4345.262207
	Iteration 38Q: 3 clusters Score -750701.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -750717.375000 Penalty: 4345.262207
	Iteration 39Q: 3 clusters Score -750717.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -750732.875000 Penalty: 4345.262207
	Iteration 40F: 3 clusters Score -750732.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -750744.125000 Penalty: 4345.262207
	Iteration 41Q: 3 clusters Score -750744.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -750753.875000 Penalty: 4345.262207
	Iteration 42Q: 3 clusters Score -750753.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -750761.187500 Penalty: 4345.262207
	Iteration 43Q: 3 clusters Score -750761.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -750771.187500 Penalty: 4345.262207
	Iteration 44Q: 3 clusters Score -750771.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -750784.812500 Penalty: 4345.262207
	Iteration 45Q: 3 clusters Score -750784.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -750796.937500 Penalty: 4345.262207
	Iteration 46Q: 3 clusters Score -750796.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -750803.125000 Penalty: 4345.262207
	Iteration 47Q: 3 clusters Score -750803.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -750807.875000 Penalty: 4345.262207
	Iteration 48Q: 3 clusters Score -750807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -750809.937500 Penalty: 4345.262207
	Iteration 49Q: 3 clusters Score -750809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -750811.625000 Penalty: 4345.262207
	Iteration 50Q: 3 clusters Score -750811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -750813.687500 Penalty: 4345.262207
	Iteration 51Q: 3 clusters Score -750813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -750814.062500 Penalty: 4345.262207
	Iteration 52Q: 3 clusters Score -750814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -750814.062500 Penalty: 4345.262207
	Iteration 53F: 3 clusters Score -750814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Entering Unmasked Estep 
Score: -2135846.000000 Penalty: 2434.075439
	Iteration 0F: 2 clusters Score -2135846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2122818.500000 Penalty: 4868.150879
	Iteration 0F: 3 clusters Score -2122818 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2127200.250000 Penalty: 4868.150879
	Iteration 1F: 3 clusters Score -2127200 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2127638.500000 Penalty: 4868.150879
	Iteration 2F: 3 clusters Score -2127638 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2127992.000000 Penalty: 4868.150879
	Iteration 3Q: 3 clusters Score -2127992 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2128330.500000 Penalty: 4868.150879
	Iteration 4Q: 3 clusters Score -2128330 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2128651.000000 Penalty: 4868.150879
	Iteration 5Q: 3 clusters Score -2128651 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2129022.250000 Penalty: 4868.150879
	Iteration 6Q: 3 clusters Score -2129022 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2129461.250000 Penalty: 4868.150879
	Iteration 7Q: 3 clusters Score -2129461 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2129969.500000 Penalty: 4868.150879
	Iteration 8Q: 3 clusters Score -2129970 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2130574.750000 Penalty: 4868.150879
	Iteration 9F: 3 clusters Score -2130575 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2131321.250000 Penalty: 4868.150879
	Iteration 10F: 3 clusters Score -2131321 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2132107.250000 Penalty: 4868.150879
	Iteration 11F: 3 clusters Score -2132107 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2132858.000000 Penalty: 4868.150879
	Iteration 12Q: 3 clusters Score -2132858 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2133561.250000 Penalty: 4868.150879
	Iteration 13Q: 3 clusters Score -2133561 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2134101.000000 Penalty: 4868.150879
	Iteration 14Q: 3 clusters Score -2134101 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2134441.000000 Penalty: 4868.150879
	Iteration 15Q: 3 clusters Score -2134441 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2134639.250000 Penalty: 4868.150879
	Iteration 16Q: 3 clusters Score -2134639 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2134721.500000 Penalty: 4868.150879
	Iteration 17Q: 3 clusters Score -2134722 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2134764.000000 Penalty: 4868.150879
	Iteration 18Q: 3 clusters Score -2134764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2134778.250000 Penalty: 4868.150879
	Iteration 19Q: 3 clusters Score -2134778 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2134782.750000 Penalty: 4868.150879
	Iteration 20F: 3 clusters Score -2134783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2134806.750000 Penalty: 4868.150879
	Iteration 21Q: 3 clusters Score -2134807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2134806.000000 Penalty: 4868.150879
	Iteration 22Q: 3 clusters Score -2134806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2134810.000000 Penalty: 4868.150879
	Iteration 23Q: 3 clusters Score -2134810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2134811.750000 Penalty: 4868.150879
	Iteration 24Q: 3 clusters Score -2134812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2134812.750000 Penalty: 4868.150879
	Iteration 25Q: 3 clusters Score -2134813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2134817.750000 Penalty: 4868.150879
	Iteration 26Q: 3 clusters Score -2134818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2134816.250000 Penalty: 4868.150879
	Iteration 27Q: 3 clusters Score -2134816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2134816.750000 Penalty: 4868.150879
	Iteration 28Q: 3 clusters Score -2134817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2134819.250000 Penalty: 4868.150879
	Iteration 29Q: 3 clusters Score -2134819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2134821.250000 Penalty: 4868.150879
	Iteration 30Q: 3 clusters Score -2134821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2134821.750000 Penalty: 4868.150879
	Iteration 31Q: 3 clusters Score -2134822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2134819.250000 Penalty: 4868.150879
	Iteration 32Q: 3 clusters Score -2134819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2134819.750000 Penalty: 4868.150879
	Iteration 33Q: 3 clusters Score -2134820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2134824.000000 Penalty: 4868.150879
	Iteration 34Q: 3 clusters Score -2134824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2134826.750000 Penalty: 4868.150879
	Iteration 35Q: 3 clusters Score -2134827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2134822.500000 Penalty: 4868.150879
	Iteration 36Q: 3 clusters Score -2134822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2134821.000000 Penalty: 4868.150879
	Iteration 37Q: 3 clusters Score -2134821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2134818.250000 Penalty: 4868.150879
	Iteration 38Q: 3 clusters Score -2134818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2134818.250000 Penalty: 4868.150879
	Iteration 39F: 3 clusters Score -2134818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Entering Unmasked Estep 
Score: -2072943.625000 Penalty: 2422.963135
	Iteration 0F: 2 clusters Score -2072944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2060505.125000 Penalty: 4845.926270
	Iteration 0F: 3 clusters Score -2060505 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2064758.000000 Penalty: 4845.926270
	Iteration 1F: 3 clusters Score -2064758 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2065400.750000 Penalty: 4845.926270
	Iteration 2F: 3 clusters Score -2065401 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2066148.125000 Penalty: 4845.926270
	Iteration 3F: 3 clusters Score -2066148 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2066949.875000 Penalty: 4845.926270
	Iteration 4F: 3 clusters Score -2066950 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2067758.750000 Penalty: 4845.926270
	Iteration 5F: 3 clusters Score -2067759 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2068576.250000 Penalty: 4845.926270
	Iteration 6F: 3 clusters Score -2068576 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2069412.875000 Penalty: 4845.926270
	Iteration 7F: 3 clusters Score -2069413 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2070232.125000 Penalty: 4845.926270
	Iteration 8F: 3 clusters Score -2070232 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2070895.750000 Penalty: 4845.926270
	Iteration 9Q: 3 clusters Score -2070896 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2071272.500000 Penalty: 4845.926270
	Iteration 10Q: 3 clusters Score -2071272 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2071441.500000 Penalty: 4845.926270
	Iteration 11Q: 3 clusters Score -2071442 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2071516.750000 Penalty: 4845.926270
	Iteration 12Q: 3 clusters Score -2071517 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2071554.750000 Penalty: 4845.926270
	Iteration 13Q: 3 clusters Score -2071555 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2071581.875000 Penalty: 4845.926270
	Iteration 14Q: 3 clusters Score -2071582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2071598.375000 Penalty: 4845.926270
	Iteration 15Q: 3 clusters Score -2071598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2071615.750000 Penalty: 4845.926270
	Iteration 16Q: 3 clusters Score -2071616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2071624.750000 Penalty: 4845.926270
	Iteration 17Q: 3 clusters Score -2071625 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2071638.375000 Penalty: 4845.926270
	Iteration 18Q: 3 clusters Score -2071638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2071652.250000 Penalty: 4845.926270
	Iteration 19Q: 3 clusters Score -2071652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2071662.750000 Penalty: 4845.926270
	Iteration 20F: 3 clusters Score -2071663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2071664.125000 Penalty: 4845.926270
	Iteration 21Q: 3 clusters Score -2071664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2071666.125000 Penalty: 4845.926270
	Iteration 22Q: 3 clusters Score -2071666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2071674.250000 Penalty: 4845.926270
	Iteration 23Q: 3 clusters Score -2071674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2071674.000000 Penalty: 4845.926270
	Iteration 24Q: 3 clusters Score -2071674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2071679.625000 Penalty: 4845.926270
	Iteration 25Q: 3 clusters Score -2071680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2071688.000000 Penalty: 4845.926270
	Iteration 26Q: 3 clusters Score -2071688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2071689.750000 Penalty: 4845.926270
	Iteration 27Q: 3 clusters Score -2071690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2071696.000000 Penalty: 4845.926270
	Iteration 28Q: 3 clusters Score -2071696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2071703.250000 Penalty: 4845.926270
	Iteration 29Q: 3 clusters Score -2071703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2071706.125000 Penalty: 4845.926270
	Iteration 30Q: 3 clusters Score -2071706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2071705.000000 Penalty: 4845.926270
	Iteration 31Q: 3 clusters Score -2071705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2071709.500000 Penalty: 4845.926270
	Iteration 32Q: 3 clusters Score -2071710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2071711.250000 Penalty: 4845.926270
	Iteration 33Q: 3 clusters Score -2071711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2071712.125000 Penalty: 4845.926270
	Iteration 34Q: 3 clusters Score -2071712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2071715.750000 Penalty: 4845.926270
	Iteration 35Q: 3 clusters Score -2071716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2071720.250000 Penalty: 4845.926270
	Iteration 36Q: 3 clusters Score -2071720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2071722.375000 Penalty: 4845.926270
	Iteration 37Q: 3 clusters Score -2071722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2071725.125000 Penalty: 4845.926270
	Iteration 38Q: 3 clusters Score -2071725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2071725.875000 Penalty: 4845.926270
	Iteration 39Q: 3 clusters Score -2071726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2071727.750000 Penalty: 4845.926270
	Iteration 40F: 3 clusters Score -2071728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2071732.375000 Penalty: 4845.926270
	Iteration 41Q: 3 clusters Score -2071732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2071732.875000 Penalty: 4845.926270
	Iteration 42Q: 3 clusters Score -2071733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2071728.375000 Penalty: 4845.926270
	Iteration 43Q: 3 clusters Score -2071728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2071731.500000 Penalty: 4845.926270
	Iteration 44Q: 3 clusters Score -2071732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2071732.250000 Penalty: 4845.926270
	Iteration 45Q: 3 clusters Score -2071732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2071734.375000 Penalty: 4845.926270
	Iteration 46Q: 3 clusters Score -2071734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2071732.750000 Penalty: 4845.926270
	Iteration 47Q: 3 clusters Score -2071733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2071735.125000 Penalty: 4845.926270
	Iteration 48Q: 3 clusters Score -2071735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2071736.750000 Penalty: 4845.926270
	Iteration 49Q: 3 clusters Score -2071737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2071732.000000 Penalty: 4845.926270
	Iteration 50Q: 3 clusters Score -2071732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2071739.250000 Penalty: 4845.926270
	Iteration 51Q: 3 clusters Score -2071739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2071741.750000 Penalty: 4845.926270
	Iteration 52Q: 3 clusters Score -2071742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2071742.750000 Penalty: 4845.926270
	Iteration 53Q: 3 clusters Score -2071743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2071738.875000 Penalty: 4845.926270
	Iteration 54Q: 3 clusters Score -2071739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2071745.750000 Penalty: 4845.926270
	Iteration 55Q: 3 clusters Score -2071746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2071744.500000 Penalty: 4845.926270
	Iteration 56Q: 3 clusters Score -2071744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2071743.250000 Penalty: 4845.926270
	Iteration 57Q: 3 clusters Score -2071743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2071744.875000 Penalty: 4845.926270
	Iteration 58Q: 3 clusters Score -2071745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2071743.875000 Penalty: 4845.926270
	Iteration 59Q: 3 clusters Score -2071744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2071742.750000 Penalty: 4845.926270
	Iteration 60F: 3 clusters Score -2071743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2071742.875000 Penalty: 4845.926270
	Iteration 61Q: 3 clusters Score -2071743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2071745.250000 Penalty: 4845.926270
	Iteration 62Q: 3 clusters Score -2071745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2071746.125000 Penalty: 4845.926270
	Iteration 63Q: 3 clusters Score -2071746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2071748.500000 Penalty: 4845.926270
	Iteration 64Q: 3 clusters Score -2071748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2071746.875000 Penalty: 4845.926270
	Iteration 65Q: 3 clusters Score -2071747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2071747.500000 Penalty: 4845.926270
	Iteration 66Q: 3 clusters Score -2071748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2071747.625000 Penalty: 4845.926270
	Iteration 67Q: 3 clusters Score -2071748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2071747.625000 Penalty: 4845.926270
	Iteration 68F: 3 clusters Score -2071748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -574302.875000 Penalty: 2108.767578
	Iteration 0F: 2 clusters Score -574302.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -569863.062500 Penalty: 4217.535156
	Iteration 0F: 3 clusters Score -569863.1 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -570883.875000 Penalty: 4217.535156
	Iteration 1F: 3 clusters Score -570883.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -571077.062500 Penalty: 4217.535156
	Iteration 2F: 3 clusters Score -571077.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -571221.250000 Penalty: 4217.535156
	Iteration 3F: 3 clusters Score -571221.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -571335.500000 Penalty: 4217.535156
	Iteration 4Q: 3 clusters Score -571335.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -571426.750000 Penalty: 4217.535156
	Iteration 5Q: 3 clusters Score -571426.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -571504.687500 Penalty: 4217.535156
	Iteration 6Q: 3 clusters Score -571504.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -571596.687500 Penalty: 4217.535156
	Iteration 7Q: 3 clusters Score -571596.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -571676.875000 Penalty: 4217.535156
	Iteration 8Q: 3 clusters Score -571676.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -571747.750000 Penalty: 4217.535156
	Iteration 9Q: 3 clusters Score -571747.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -571815.000000 Penalty: 4217.535156
	Iteration 10Q: 3 clusters Score -571815 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -571881.187500 Penalty: 4217.535156
	Iteration 11Q: 3 clusters Score -571881.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -571933.500000 Penalty: 4217.535156
	Iteration 12Q: 3 clusters Score -571933.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -571991.250000 Penalty: 4217.535156
	Iteration 13Q: 3 clusters Score -571991.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -572055.375000 Penalty: 4217.535156
	Iteration 14Q: 3 clusters Score -572055.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -572124.625000 Penalty: 4217.535156
	Iteration 15Q: 3 clusters Score -572124.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -572180.250000 Penalty: 4217.535156
	Iteration 16Q: 3 clusters Score -572180.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -572222.562500 Penalty: 4217.535156
	Iteration 17Q: 3 clusters Score -572222.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -572266.625000 Penalty: 4217.535156
	Iteration 18Q: 3 clusters Score -572266.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -572302.750000 Penalty: 4217.535156
	Iteration 19Q: 3 clusters Score -572302.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -572326.062500 Penalty: 4217.535156
	Iteration 20F: 3 clusters Score -572326.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -572340.375000 Penalty: 4217.535156
	Iteration 21Q: 3 clusters Score -572340.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -572352.625000 Penalty: 4217.535156
	Iteration 22Q: 3 clusters Score -572352.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -572363.687500 Penalty: 4217.535156
	Iteration 23Q: 3 clusters Score -572363.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -572374.750000 Penalty: 4217.535156
	Iteration 24Q: 3 clusters Score -572374.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -572389.250000 Penalty: 4217.535156
	Iteration 25Q: 3 clusters Score -572389.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -572401.375000 Penalty: 4217.535156
	Iteration 26Q: 3 clusters Score -572401.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -572407.250000 Penalty: 4217.535156
	Iteration 27Q: 3 clusters Score -572407.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -572416.187500 Penalty: 4217.535156
	Iteration 28Q: 3 clusters Score -572416.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -572422.750000 Penalty: 4217.535156
	Iteration 29Q: 3 clusters Score -572422.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -572432.000000 Penalty: 4217.535156
	Iteration 30Q: 3 clusters Score -572432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -572441.062500 Penalty: 4217.535156
	Iteration 31Q: 3 clusters Score -572441.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -572447.250000 Penalty: 4217.535156
	Iteration 32Q: 3 clusters Score -572447.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -572455.187500 Penalty: 4217.535156
	Iteration 33Q: 3 clusters Score -572455.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -572463.250000 Penalty: 4217.535156
	Iteration 34Q: 3 clusters Score -572463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -572468.750000 Penalty: 4217.535156
	Iteration 35Q: 3 clusters Score -572468.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -572480.312500 Penalty: 4217.535156
	Iteration 36Q: 3 clusters Score -572480.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -572492.875000 Penalty: 4217.535156
	Iteration 37Q: 3 clusters Score -572492.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -572501.437500 Penalty: 4217.535156
	Iteration 38Q: 3 clusters Score -572501.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -572506.750000 Penalty: 4217.535156
	Iteration 39Q: 3 clusters Score -572506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -572512.625000 Penalty: 4217.535156
	Iteration 40F: 3 clusters Score -572512.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -572514.687500 Penalty: 4217.535156
	Iteration 41Q: 3 clusters Score -572514.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -572519.562500 Penalty: 4217.535156
	Iteration 42Q: 3 clusters Score -572519.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -572521.437500 Penalty: 4217.535156
	Iteration 43Q: 3 clusters Score -572521.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -572524.875000 Penalty: 4217.535156
	Iteration 44Q: 3 clusters Score -572524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -572526.062500 Penalty: 4217.535156
	Iteration 45Q: 3 clusters Score -572526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -572529.187500 Penalty: 4217.535156
	Iteration 46Q: 3 clusters Score -572529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -572528.750000 Penalty: 4217.535156
	Iteration 47Q: 3 clusters Score -572528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -572532.687500 Penalty: 4217.535156
	Iteration 48Q: 3 clusters Score -572532.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -572535.562500 Penalty: 4217.535156
	Iteration 49Q: 3 clusters Score -572535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -572538.062500 Penalty: 4217.535156
	Iteration 50Q: 3 clusters Score -572538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -572538.812500 Penalty: 4217.535156
	Iteration 51Q: 3 clusters Score -572538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -572538.750000 Penalty: 4217.535156
	Iteration 52Q: 3 clusters Score -572538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -572538.750000 Penalty: 4217.535156
	Iteration 53Q: 3 clusters Score -572538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -572540.500000 Penalty: 4217.535156
	Iteration 54Q: 3 clusters Score -572540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -572544.125000 Penalty: 4217.535156
	Iteration 55Q: 3 clusters Score -572544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -572546.312500 Penalty: 4217.535156
	Iteration 56Q: 3 clusters Score -572546.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -572552.375000 Penalty: 4217.535156
	Iteration 57Q: 3 clusters Score -572552.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -572557.187500 Penalty: 4217.535156
	Iteration 58Q: 3 clusters Score -572557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -572560.687500 Penalty: 4217.535156
	Iteration 59Q: 3 clusters Score -572560.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -572564.062500 Penalty: 4217.535156
	Iteration 60F: 3 clusters Score -572564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -572566.375000 Penalty: 4217.535156
	Iteration 61Q: 3 clusters Score -572566.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -572572.437500 Penalty: 4217.535156
	Iteration 62Q: 3 clusters Score -572572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -572573.875000 Penalty: 4217.535156
	Iteration 63Q: 3 clusters Score -572573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -572576.062500 Penalty: 4217.535156
	Iteration 64Q: 3 clusters Score -572576.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -572580.187500 Penalty: 4217.535156
	Iteration 65Q: 3 clusters Score -572580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -572583.625000 Penalty: 4217.535156
	Iteration 66Q: 3 clusters Score -572583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -572585.437500 Penalty: 4217.535156
	Iteration 67Q: 3 clusters Score -572585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -572587.062500 Penalty: 4217.535156
	Iteration 68Q: 3 clusters Score -572587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -572589.437500 Penalty: 4217.535156
	Iteration 69Q: 3 clusters Score -572589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -572589.625000 Penalty: 4217.535156
	Iteration 70Q: 3 clusters Score -572589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -572595.375000 Penalty: 4217.535156
	Iteration 71Q: 3 clusters Score -572595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -572597.875000 Penalty: 4217.535156
	Iteration 72Q: 3 clusters Score -572597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -572602.250000 Penalty: 4217.535156
	Iteration 73Q: 3 clusters Score -572602.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -572606.187500 Penalty: 4217.535156
	Iteration 74Q: 3 clusters Score -572606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -572605.250000 Penalty: 4217.535156
	Iteration 75Q: 3 clusters Score -572605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -572605.437500 Penalty: 4217.535156
	Iteration 76Q: 3 clusters Score -572605.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -572605.437500 Penalty: 4217.535156
	Iteration 77F: 3 clusters Score -572605.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -736430.187500 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -736430.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -731213.312500 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -731213.3 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -732587.812500 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -732587.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -732795.875000 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -732795.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -732920.187500 Penalty: 4326.803711
	Iteration 3Q: 3 clusters Score -732920.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -733021.500000 Penalty: 4326.803711
	Iteration 4Q: 3 clusters Score -733021.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -733105.125000 Penalty: 4326.803711
	Iteration 5Q: 3 clusters Score -733105.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -733151.750000 Penalty: 4326.803711
	Iteration 6Q: 3 clusters Score -733151.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -733200.250000 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -733200.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -733251.625000 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -733251.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -733306.312500 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -733306.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -733358.687500 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -733358.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -733422.875000 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -733422.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -733475.062500 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -733475.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -733532.500000 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -733532.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -733592.187500 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -733592.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -733652.250000 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -733652.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -733723.250000 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -733723.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -733803.562500 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -733803.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -733886.750000 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -733886.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -733970.312500 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -733970.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -734049.562500 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -734049.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -734120.187500 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -734120.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -734174.625000 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -734174.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -734227.687500 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -734227.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -734280.312500 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -734280.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -734320.437500 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -734320.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -734352.500000 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -734352.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -734381.187500 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -734381.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -734404.062500 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -734404.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -734423.875000 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -734423.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -734440.812500 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -734440.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -734456.937500 Penalty: 4326.803711
	Iteration 31Q: 3 clusters Score -734456.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -734470.000000 Penalty: 4326.803711
	Iteration 32Q: 3 clusters Score -734470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -734480.625000 Penalty: 4326.803711
	Iteration 33Q: 3 clusters Score -734480.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -734487.812500 Penalty: 4326.803711
	Iteration 34Q: 3 clusters Score -734487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -734494.750000 Penalty: 4326.803711
	Iteration 35Q: 3 clusters Score -734494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -734498.625000 Penalty: 4326.803711
	Iteration 36Q: 3 clusters Score -734498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -734508.500000 Penalty: 4326.803711
	Iteration 37Q: 3 clusters Score -734508.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -734510.187500 Penalty: 4326.803711
	Iteration 38Q: 3 clusters Score -734510.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -734513.187500 Penalty: 4326.803711
	Iteration 39Q: 3 clusters Score -734513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -734517.000000 Penalty: 4326.803711
	Iteration 40F: 3 clusters Score -734517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -734519.062500 Penalty: 4326.803711
	Iteration 41Q: 3 clusters Score -734519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -734526.000000 Penalty: 4326.803711
	Iteration 42Q: 3 clusters Score -734526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -734527.687500 Penalty: 4326.803711
	Iteration 43Q: 3 clusters Score -734527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -734530.750000 Penalty: 4326.803711
	Iteration 44Q: 3 clusters Score -734530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -734530.750000 Penalty: 4326.803711
	Iteration 45F: 3 clusters Score -734530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Entering Unmasked Estep 
Score: -1202123.875000 Penalty: 2288.320557
	Iteration 0F: 2 clusters Score -1202124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1194365.000000 Penalty: 4576.641113
	Iteration 0F: 3 clusters Score -1194365 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1196592.625000 Penalty: 4576.641113
	Iteration 1F: 3 clusters Score -1196593 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1196875.875000 Penalty: 4576.641113
	Iteration 2F: 3 clusters Score -1196876 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1197061.125000 Penalty: 4576.641113
	Iteration 3Q: 3 clusters Score -1197061 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1197197.625000 Penalty: 4576.641113
	Iteration 4Q: 3 clusters Score -1197198 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1197297.875000 Penalty: 4576.641113
	Iteration 5Q: 3 clusters Score -1197298 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1197379.250000 Penalty: 4576.641113
	Iteration 6Q: 3 clusters Score -1197379 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1197456.625000 Penalty: 4576.641113
	Iteration 7Q: 3 clusters Score -1197457 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1197528.875000 Penalty: 4576.641113
	Iteration 8Q: 3 clusters Score -1197529 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1197600.375000 Penalty: 4576.641113
	Iteration 9Q: 3 clusters Score -1197600 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1197658.250000 Penalty: 4576.641113
	Iteration 10Q: 3 clusters Score -1197658 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1197734.125000 Penalty: 4576.641113
	Iteration 11Q: 3 clusters Score -1197734 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1197824.125000 Penalty: 4576.641113
	Iteration 12Q: 3 clusters Score -1197824 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1197938.875000 Penalty: 4576.641113
	Iteration 13Q: 3 clusters Score -1197939 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1198070.250000 Penalty: 4576.641113
	Iteration 14Q: 3 clusters Score -1198070 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1198232.000000 Penalty: 4576.641113
	Iteration 15Q: 3 clusters Score -1198232 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1198432.125000 Penalty: 4576.641113
	Iteration 16Q: 3 clusters Score -1198432 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1198696.750000 Penalty: 4576.641113
	Iteration 17Q: 3 clusters Score -1198697 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1198984.875000 Penalty: 4576.641113
	Iteration 18Q: 3 clusters Score -1198985 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1199267.625000 Penalty: 4576.641113
	Iteration 19Q: 3 clusters Score -1199268 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1199522.250000 Penalty: 4576.641113
	Iteration 20F: 3 clusters Score -1199522 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1199720.000000 Penalty: 4576.641113
	Iteration 21Q: 3 clusters Score -1199720 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1199864.875000 Penalty: 4576.641113
	Iteration 22Q: 3 clusters Score -1199865 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1199967.500000 Penalty: 4576.641113
	Iteration 23Q: 3 clusters Score -1199968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1200034.000000 Penalty: 4576.641113
	Iteration 24Q: 3 clusters Score -1200034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1200088.875000 Penalty: 4576.641113
	Iteration 25Q: 3 clusters Score -1200089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1200121.375000 Penalty: 4576.641113
	Iteration 26Q: 3 clusters Score -1200121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1200142.000000 Penalty: 4576.641113
	Iteration 27Q: 3 clusters Score -1200142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1200158.000000 Penalty: 4576.641113
	Iteration 28Q: 3 clusters Score -1200158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1200171.250000 Penalty: 4576.641113
	Iteration 29Q: 3 clusters Score -1200171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1200181.000000 Penalty: 4576.641113
	Iteration 30Q: 3 clusters Score -1200181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1200190.875000 Penalty: 4576.641113
	Iteration 31Q: 3 clusters Score -1200191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1200195.875000 Penalty: 4576.641113
	Iteration 32Q: 3 clusters Score -1200196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1200199.500000 Penalty: 4576.641113
	Iteration 33Q: 3 clusters Score -1200200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1200204.250000 Penalty: 4576.641113
	Iteration 34Q: 3 clusters Score -1200204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1200206.500000 Penalty: 4576.641113
	Iteration 35Q: 3 clusters Score -1200206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1200206.500000 Penalty: 4576.641113
	Iteration 36F: 3 clusters Score -1200206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -30799.994141 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -30799.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29718.685547 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -29718.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29779.048828 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -29779.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (51348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Entering Unmasked Estep 
Score: -6002707.000000 Penalty: 2689.902588
	Iteration 0F: 2 clusters Score -6002707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -5968122.500000 Penalty: 5379.805176
	Iteration 0F: 3 clusters Score -5968122 nChanged 23672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -5981102.500000 Penalty: 5379.805176
	Iteration 1F: 3 clusters Score -5981102 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5981750.500000 Penalty: 5379.805176
	Iteration 2Q: 3 clusters Score -5981750 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -5982556.500000 Penalty: 5379.805176
	Iteration 3Q: 3 clusters Score -5982556 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5983582.000000 Penalty: 5379.805176
	Iteration 4Q: 3 clusters Score -5983582 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -5985147.500000 Penalty: 5379.805176
	Iteration 5F: 3 clusters Score -5985148 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -5987377.500000 Penalty: 5379.805176
	Iteration 6F: 3 clusters Score -5987378 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -5990216.500000 Penalty: 5379.805176
	Iteration 7F: 3 clusters Score -5990216 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -5993160.500000 Penalty: 5379.805176
	Iteration 8F: 3 clusters Score -5993160 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -5995935.500000 Penalty: 5379.805176
	Iteration 9F: 3 clusters Score -5995936 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5998021.500000 Penalty: 5379.805176
	Iteration 10Q: 3 clusters Score -5998022 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5999458.500000 Penalty: 5379.805176
	Iteration 11Q: 3 clusters Score -5999458 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6000252.500000 Penalty: 5379.805176
	Iteration 12Q: 3 clusters Score -6000252 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6000666.500000 Penalty: 5379.805176
	Iteration 13Q: 3 clusters Score -6000666 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6000872.000000 Penalty: 5379.805176
	Iteration 14Q: 3 clusters Score -6000872 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6001011.500000 Penalty: 5379.805176
	Iteration 15Q: 3 clusters Score -6001012 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6001110.000000 Penalty: 5379.805176
	Iteration 16Q: 3 clusters Score -6001110 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6001193.500000 Penalty: 5379.805176
	Iteration 17Q: 3 clusters Score -6001194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6001260.000000 Penalty: 5379.805176
	Iteration 18Q: 3 clusters Score -6001260 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6001392.000000 Penalty: 5379.805176
	Iteration 19Q: 3 clusters Score -6001392 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6001596.500000 Penalty: 5379.805176
	Iteration 20F: 3 clusters Score -6001596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6001856.500000 Penalty: 5379.805176
	Iteration 21Q: 3 clusters Score -6001856 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6002073.500000 Penalty: 5379.805176
	Iteration 22Q: 3 clusters Score -6002074 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6002198.000000 Penalty: 5379.805176
	Iteration 23Q: 3 clusters Score -6002198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6002269.500000 Penalty: 5379.805176
	Iteration 24Q: 3 clusters Score -6002270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6002326.000000 Penalty: 5379.805176
	Iteration 25Q: 3 clusters Score -6002326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6002356.500000 Penalty: 5379.805176
	Iteration 26Q: 3 clusters Score -6002356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6002376.000000 Penalty: 5379.805176
	Iteration 27Q: 3 clusters Score -6002376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6002406.500000 Penalty: 5379.805176
	Iteration 28Q: 3 clusters Score -6002406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6002422.000000 Penalty: 5379.805176
	Iteration 29Q: 3 clusters Score -6002422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6002428.500000 Penalty: 5379.805176
	Iteration 30Q: 3 clusters Score -6002428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6002427.500000 Penalty: 5379.805176
	Iteration 31Q: 3 clusters Score -6002428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6002427.500000 Penalty: 5379.805176
	Iteration 32Q: 3 clusters Score -6002428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6002439.000000 Penalty: 5379.805176
	Iteration 33Q: 3 clusters Score -6002439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6002442.500000 Penalty: 5379.805176
	Iteration 34Q: 3 clusters Score -6002442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6002441.000000 Penalty: 5379.805176
	Iteration 35Q: 3 clusters Score -6002441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6002443.000000 Penalty: 5379.805176
	Iteration 36Q: 3 clusters Score -6002443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6002442.000000 Penalty: 5379.805176
	Iteration 37Q: 3 clusters Score -6002442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6002443.500000 Penalty: 5379.805176
	Iteration 38Q: 3 clusters Score -6002444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6002444.000000 Penalty: 5379.805176
	Iteration 39Q: 3 clusters Score -6002444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6002444.000000 Penalty: 5379.805176
	Iteration 40F: 3 clusters Score -6002444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6002443.500000 Penalty: 5379.805176
	Iteration 41Q: 3 clusters Score -6002444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6002443.500000 Penalty: 5379.805176
	Iteration 42F: 3 clusters Score -6002444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Entering Unmasked Estep 
Score: -1081913.500000 Penalty: 2291.470947
	Iteration 0F: 2 clusters Score -1081914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1074010.125000 Penalty: 4582.941895
	Iteration 0F: 3 clusters Score -1074010 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1076592.000000 Penalty: 4582.941895
	Iteration 1F: 3 clusters Score -1076592 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1077245.750000 Penalty: 4582.941895
	Iteration 2F: 3 clusters Score -1077246 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1077783.125000 Penalty: 4582.941895
	Iteration 3F: 3 clusters Score -1077783 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1078176.000000 Penalty: 4582.941895
	Iteration 4F: 3 clusters Score -1078176 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1078441.375000 Penalty: 4582.941895
	Iteration 5Q: 3 clusters Score -1078441 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1078660.000000 Penalty: 4582.941895
	Iteration 6Q: 3 clusters Score -1078660 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1078834.500000 Penalty: 4582.941895
	Iteration 7Q: 3 clusters Score -1078834 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1079005.125000 Penalty: 4582.941895
	Iteration 8Q: 3 clusters Score -1079005 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1079136.500000 Penalty: 4582.941895
	Iteration 9Q: 3 clusters Score -1079136 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1079241.250000 Penalty: 4582.941895
	Iteration 10Q: 3 clusters Score -1079241 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1079325.750000 Penalty: 4582.941895
	Iteration 11Q: 3 clusters Score -1079326 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1079385.750000 Penalty: 4582.941895
	Iteration 12Q: 3 clusters Score -1079386 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1079431.375000 Penalty: 4582.941895
	Iteration 13Q: 3 clusters Score -1079431 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1079463.750000 Penalty: 4582.941895
	Iteration 14Q: 3 clusters Score -1079464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1079486.875000 Penalty: 4582.941895
	Iteration 15Q: 3 clusters Score -1079487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1079503.625000 Penalty: 4582.941895
	Iteration 16Q: 3 clusters Score -1079504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1079521.500000 Penalty: 4582.941895
	Iteration 17Q: 3 clusters Score -1079522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1079536.375000 Penalty: 4582.941895
	Iteration 18Q: 3 clusters Score -1079536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1079549.500000 Penalty: 4582.941895
	Iteration 19Q: 3 clusters Score -1079550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1079565.250000 Penalty: 4582.941895
	Iteration 20F: 3 clusters Score -1079565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1079580.375000 Penalty: 4582.941895
	Iteration 21Q: 3 clusters Score -1079580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1079591.875000 Penalty: 4582.941895
	Iteration 22Q: 3 clusters Score -1079592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1079601.125000 Penalty: 4582.941895
	Iteration 23Q: 3 clusters Score -1079601 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1079617.500000 Penalty: 4582.941895
	Iteration 24Q: 3 clusters Score -1079618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1079633.000000 Penalty: 4582.941895
	Iteration 25Q: 3 clusters Score -1079633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1079644.000000 Penalty: 4582.941895
	Iteration 26Q: 3 clusters Score -1079644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1079658.625000 Penalty: 4582.941895
	Iteration 27Q: 3 clusters Score -1079659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1079669.125000 Penalty: 4582.941895
	Iteration 28Q: 3 clusters Score -1079669 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1079674.000000 Penalty: 4582.941895
	Iteration 29Q: 3 clusters Score -1079674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1079685.625000 Penalty: 4582.941895
	Iteration 30Q: 3 clusters Score -1079686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1079699.250000 Penalty: 4582.941895
	Iteration 31Q: 3 clusters Score -1079699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1079708.125000 Penalty: 4582.941895
	Iteration 32Q: 3 clusters Score -1079708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1079721.875000 Penalty: 4582.941895
	Iteration 33Q: 3 clusters Score -1079722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1079730.375000 Penalty: 4582.941895
	Iteration 34Q: 3 clusters Score -1079730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1079735.750000 Penalty: 4582.941895
	Iteration 35Q: 3 clusters Score -1079736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1079740.125000 Penalty: 4582.941895
	Iteration 36Q: 3 clusters Score -1079740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1079744.750000 Penalty: 4582.941895
	Iteration 37Q: 3 clusters Score -1079745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1079755.000000 Penalty: 4582.941895
	Iteration 38Q: 3 clusters Score -1079755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1079764.500000 Penalty: 4582.941895
	Iteration 39Q: 3 clusters Score -1079764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1079770.375000 Penalty: 4582.941895
	Iteration 40F: 3 clusters Score -1079770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1079775.750000 Penalty: 4582.941895
	Iteration 41Q: 3 clusters Score -1079776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1079782.625000 Penalty: 4582.941895
	Iteration 42Q: 3 clusters Score -1079783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1079789.250000 Penalty: 4582.941895
	Iteration 43Q: 3 clusters Score -1079789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1079798.625000 Penalty: 4582.941895
	Iteration 44Q: 3 clusters Score -1079799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1079807.375000 Penalty: 4582.941895
	Iteration 45Q: 3 clusters Score -1079807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1079815.375000 Penalty: 4582.941895
	Iteration 46Q: 3 clusters Score -1079815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1079821.750000 Penalty: 4582.941895
	Iteration 47Q: 3 clusters Score -1079822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1079826.250000 Penalty: 4582.941895
	Iteration 48Q: 3 clusters Score -1079826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1079829.500000 Penalty: 4582.941895
	Iteration 49Q: 3 clusters Score -1079830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1079835.875000 Penalty: 4582.941895
	Iteration 50Q: 3 clusters Score -1079836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1079837.125000 Penalty: 4582.941895
	Iteration 51Q: 3 clusters Score -1079837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1079840.125000 Penalty: 4582.941895
	Iteration 52Q: 3 clusters Score -1079840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1079844.625000 Penalty: 4582.941895
	Iteration 53Q: 3 clusters Score -1079845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1079847.625000 Penalty: 4582.941895
	Iteration 54Q: 3 clusters Score -1079848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1079852.500000 Penalty: 4582.941895
	Iteration 55Q: 3 clusters Score -1079852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1079855.875000 Penalty: 4582.941895
	Iteration 56Q: 3 clusters Score -1079856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1079856.250000 Penalty: 4582.941895
	Iteration 57Q: 3 clusters Score -1079856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1079859.375000 Penalty: 4582.941895
	Iteration 58Q: 3 clusters Score -1079859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1079861.125000 Penalty: 4582.941895
	Iteration 59Q: 3 clusters Score -1079861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1079863.375000 Penalty: 4582.941895
	Iteration 60F: 3 clusters Score -1079863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1079864.375000 Penalty: 4582.941895
	Iteration 61Q: 3 clusters Score -1079864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1079863.000000 Penalty: 4582.941895
	Iteration 62Q: 3 clusters Score -1079863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1079863.500000 Penalty: 4582.941895
	Iteration 63Q: 3 clusters Score -1079864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1079864.000000 Penalty: 4582.941895
	Iteration 64Q: 3 clusters Score -1079864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1079865.625000 Penalty: 4582.941895
	Iteration 65Q: 3 clusters Score -1079866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1079866.750000 Penalty: 4582.941895
	Iteration 66Q: 3 clusters Score -1079867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1079865.000000 Penalty: 4582.941895
	Iteration 67Q: 3 clusters Score -1079865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1079865.000000 Penalty: 4582.941895
	Iteration 68F: 3 clusters Score -1079865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -417678.437500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -417678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -413998.031250 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -413998 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -414817.125000 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -414817.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -415005.843750 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -415005.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -415115.062500 Penalty: 4071.006348
	Iteration 3Q: 3 clusters Score -415115.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -415187.625000 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -415187.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -415238.125000 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -415238.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -415278.406250 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -415278.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -415304.937500 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -415304.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -415333.593750 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -415333.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -415361.343750 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -415361.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -415411.093750 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -415411.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -415477.656250 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -415477.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -415574.937500 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -415574.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -415701.031250 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -415701 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -415847.406250 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -415847.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -416022.687500 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -416022.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -416163.843750 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -416163.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -416265.531250 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -416265.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -416339.187500 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -416339.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -416389.625000 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -416389.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -416427.875000 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -416427.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -416454.031250 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -416454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -416471.843750 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -416471.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -416487.218750 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -416487.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -416499.218750 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -416499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -416508.375000 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -416508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -416511.875000 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -416511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -416514.968750 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -416515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -416517.937500 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -416517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -416517.937500 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -416517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -416517.937500 Penalty: 4071.006348
	Iteration 30F: 3 clusters Score -416517.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (186668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Entering Unmasked Estep 
Score: -22036602.000000 Penalty: 3009.997559
	Iteration 0F: 2 clusters Score -2.20366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -21913664.000000 Penalty: 6019.995117
	Iteration 0F: 3 clusters Score -2.191366e+07 nChanged 90042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -21965952.000000 Penalty: 6019.995117
	Iteration 1F: 3 clusters Score -2.196595e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -21967022.000000 Penalty: 6019.995117
	Iteration 2Q: 3 clusters Score -2.196702e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -21968054.000000 Penalty: 6019.995117
	Iteration 3Q: 3 clusters Score -2.196805e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -21970050.000000 Penalty: 6019.995117
	Iteration 4Q: 3 clusters Score -2.197005e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 110386 members 
Entering Unmasked Estep 
Score: -21972982.000000 Penalty: 6019.995117
	Iteration 5Q: 3 clusters Score -2.197298e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 119145 members 
Entering Unmasked Estep 
Score: -21978278.000000 Penalty: 6019.995117
	Iteration 6F: 3 clusters Score -2.197828e+07 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 131061 members 
Entering Unmasked Estep 
Score: -21986734.000000 Penalty: 6019.995117
	Iteration 7F: 3 clusters Score -2.198673e+07 nChanged 14993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 145442 members 
Entering Unmasked Estep 
Score: -21998476.000000 Penalty: 6019.995117
	Iteration 8F: 3 clusters Score -2.199848e+07 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 160059 members 
Entering Unmasked Estep 
Score: -22011368.000000 Penalty: 6019.995117
	Iteration 9F: 3 clusters Score -2.201137e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 171967 members 
Entering Unmasked Estep 
Score: -22022002.000000 Penalty: 6019.995117
	Iteration 10F: 3 clusters Score -2.2022e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 179866 members 
Entering Unmasked Estep 
Score: -22028816.000000 Penalty: 6019.995117
	Iteration 11Q: 3 clusters Score -2.202882e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 183869 members 
Entering Unmasked Estep 
Score: -22031998.000000 Penalty: 6019.995117
	Iteration 12Q: 3 clusters Score -2.2032e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 185418 members 
Entering Unmasked Estep 
Score: -22033208.000000 Penalty: 6019.995117
	Iteration 13Q: 3 clusters Score -2.203321e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 185882 members 
Entering Unmasked Estep 
Score: -22033718.000000 Penalty: 6019.995117
	Iteration 14Q: 3 clusters Score -2.203372e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 186012 members 
Entering Unmasked Estep 
Score: -22033938.000000 Penalty: 6019.995117
	Iteration 15Q: 3 clusters Score -2.203394e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 186053 members 
Entering Unmasked Estep 
Score: -22034110.000000 Penalty: 6019.995117
	Iteration 16Q: 3 clusters Score -2.203411e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 186051 members 
Entering Unmasked Estep 
Score: -22034246.000000 Penalty: 6019.995117
	Iteration 17Q: 3 clusters Score -2.203425e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 186029 members 
Entering Unmasked Estep 
Score: -22034358.000000 Penalty: 6019.995117
	Iteration 18Q: 3 clusters Score -2.203436e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 185985 members 
Entering Unmasked Estep 
Score: -22034506.000000 Penalty: 6019.995117
	Iteration 19Q: 3 clusters Score -2.203451e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 185907 members 
Entering Unmasked Estep 
Score: -22034626.000000 Penalty: 6019.995117
	Iteration 20F: 3 clusters Score -2.203463e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 185841 members 
Entering Unmasked Estep 
Score: -22034724.000000 Penalty: 6019.995117
	Iteration 21Q: 3 clusters Score -2.203472e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 185791 members 
Entering Unmasked Estep 
Score: -22034774.000000 Penalty: 6019.995117
	Iteration 22Q: 3 clusters Score -2.203477e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 185727 members 
Entering Unmasked Estep 
Score: -22034766.000000 Penalty: 6019.995117
	Iteration 23Q: 3 clusters Score -2.203477e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 185669 members 
Entering Unmasked Estep 
Score: -22034816.000000 Penalty: 6019.995117
	Iteration 24Q: 3 clusters Score -2.203482e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 185623 members 
Entering Unmasked Estep 
Score: -22034876.000000 Penalty: 6019.995117
	Iteration 25Q: 3 clusters Score -2.203488e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 185579 members 
Entering Unmasked Estep 
Score: -22034914.000000 Penalty: 6019.995117
	Iteration 26Q: 3 clusters Score -2.203491e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 185539 members 
Entering Unmasked Estep 
Score: -22034954.000000 Penalty: 6019.995117
	Iteration 27Q: 3 clusters Score -2.203495e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 185496 members 
Entering Unmasked Estep 
Score: -22035014.000000 Penalty: 6019.995117
	Iteration 28Q: 3 clusters Score -2.203501e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 185468 members 
Entering Unmasked Estep 
Score: -22035044.000000 Penalty: 6019.995117
	Iteration 29Q: 3 clusters Score -2.203504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 185442 members 
Entering Unmasked Estep 
Score: -22035046.000000 Penalty: 6019.995117
	Iteration 30Q: 3 clusters Score -2.203505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 185422 members 
Entering Unmasked Estep 
Score: -22035068.000000 Penalty: 6019.995117
	Iteration 31Q: 3 clusters Score -2.203507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 185399 members 
Entering Unmasked Estep 
Score: -22035094.000000 Penalty: 6019.995117
	Iteration 32Q: 3 clusters Score -2.203509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 185384 members 
Entering Unmasked Estep 
Score: -22035086.000000 Penalty: 6019.995117
	Iteration 33Q: 3 clusters Score -2.203509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 185373 members 
Entering Unmasked Estep 
Score: -22035082.000000 Penalty: 6019.995117
	Iteration 34Q: 3 clusters Score -2.203508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 185365 members 
Entering Unmasked Estep 
Score: -22035086.000000 Penalty: 6019.995117
	Iteration 35Q: 3 clusters Score -2.203509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 185355 members 
Entering Unmasked Estep 
Score: -22035096.000000 Penalty: 6019.995117
	Iteration 36Q: 3 clusters Score -2.20351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 185348 members 
Entering Unmasked Estep 
Score: -22035110.000000 Penalty: 6019.995117
	Iteration 37Q: 3 clusters Score -2.203511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 185341 members 
Entering Unmasked Estep 
Score: -22035152.000000 Penalty: 6019.995117
	Iteration 38Q: 3 clusters Score -2.203515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 185341 members 
Entering Unmasked Estep 
Score: -22035156.000000 Penalty: 6019.995117
	Iteration 39Q: 3 clusters Score -2.203516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 185334 members 
Entering Unmasked Estep 
Score: -22035150.000000 Penalty: 6019.995117
	Iteration 40F: 3 clusters Score -2.203515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 185328 members 
Entering Unmasked Estep 
Score: -22035156.000000 Penalty: 6019.995117
	Iteration 41Q: 3 clusters Score -2.203516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 185324 members 
Entering Unmasked Estep 
Score: -22035164.000000 Penalty: 6019.995117
	Iteration 42Q: 3 clusters Score -2.203516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 185320 members 
Entering Unmasked Estep 
Score: -22035174.000000 Penalty: 6019.995117
	Iteration 43Q: 3 clusters Score -2.203517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 185311 members 
Entering Unmasked Estep 
Score: -22035164.000000 Penalty: 6019.995117
	Iteration 44Q: 3 clusters Score -2.203516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 185306 members 
Entering Unmasked Estep 
Score: -22035190.000000 Penalty: 6019.995117
	Iteration 45Q: 3 clusters Score -2.203519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 185303 members 
Entering Unmasked Estep 
Score: -22035180.000000 Penalty: 6019.995117
	Iteration 46Q: 3 clusters Score -2.203518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -22035196.000000 Penalty: 6019.995117
	Iteration 47Q: 3 clusters Score -2.20352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 185303 members 
Entering Unmasked Estep 
Score: -22035184.000000 Penalty: 6019.995117
	Iteration 48Q: 3 clusters Score -2.203518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -22035192.000000 Penalty: 6019.995117
	Iteration 49Q: 3 clusters Score -2.203519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 185298 members 
Entering Unmasked Estep 
Score: -22035198.000000 Penalty: 6019.995117
	Iteration 50Q: 3 clusters Score -2.20352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 185299 members 
Entering Unmasked Estep 
Score: -22035194.000000 Penalty: 6019.995117
	Iteration 51Q: 3 clusters Score -2.203519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 185299 members 
Entering Unmasked Estep 
Score: -22035194.000000 Penalty: 6019.995117
	Iteration 52F: 3 clusters Score -2.203519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Entering Unmasked Estep 
Score: -996892.812500 Penalty: 2250.083252
	Iteration 0F: 2 clusters Score -996892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -990066.375000 Penalty: 4500.166504
	Iteration 0F: 3 clusters Score -990066.4 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -992104.437500 Penalty: 4500.166504
	Iteration 1F: 3 clusters Score -992104.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -992625.125000 Penalty: 4500.166504
	Iteration 2F: 3 clusters Score -992625.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -993141.937500 Penalty: 4500.166504
	Iteration 3F: 3 clusters Score -993141.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -993509.437500 Penalty: 4500.166504
	Iteration 4F: 3 clusters Score -993509.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -993816.750000 Penalty: 4500.166504
	Iteration 5F: 3 clusters Score -993816.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -994117.437500 Penalty: 4500.166504
	Iteration 6Q: 3 clusters Score -994117.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -994469.625000 Penalty: 4500.166504
	Iteration 7F: 3 clusters Score -994469.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -994921.437500 Penalty: 4500.166504
	Iteration 8Q: 3 clusters Score -994921.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -995397.250000 Penalty: 4500.166504
	Iteration 9F: 3 clusters Score -995397.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -995809.625000 Penalty: 4500.166504
	Iteration 10Q: 3 clusters Score -995809.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -996089.062500 Penalty: 4500.166504
	Iteration 11Q: 3 clusters Score -996089.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -996297.875000 Penalty: 4500.166504
	Iteration 12Q: 3 clusters Score -996297.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -996426.750000 Penalty: 4500.166504
	Iteration 13Q: 3 clusters Score -996426.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -996532.000000 Penalty: 4500.166504
	Iteration 14Q: 3 clusters Score -996532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -996601.937500 Penalty: 4500.166504
	Iteration 15Q: 3 clusters Score -996601.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -996646.625000 Penalty: 4500.166504
	Iteration 16Q: 3 clusters Score -996646.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -996678.312500 Penalty: 4500.166504
	Iteration 17Q: 3 clusters Score -996678.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -996699.812500 Penalty: 4500.166504
	Iteration 18Q: 3 clusters Score -996699.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -996712.812500 Penalty: 4500.166504
	Iteration 19Q: 3 clusters Score -996712.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -996714.250000 Penalty: 4500.166504
	Iteration 20F: 3 clusters Score -996714.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -996718.250000 Penalty: 4500.166504
	Iteration 21Q: 3 clusters Score -996718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -996718.625000 Penalty: 4500.166504
	Iteration 22Q: 3 clusters Score -996718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -996721.875000 Penalty: 4500.166504
	Iteration 23Q: 3 clusters Score -996721.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -996725.687500 Penalty: 4500.166504
	Iteration 24Q: 3 clusters Score -996725.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -996727.687500 Penalty: 4500.166504
	Iteration 25Q: 3 clusters Score -996727.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -996728.125000 Penalty: 4500.166504
	Iteration 26Q: 3 clusters Score -996728.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -996731.437500 Penalty: 4500.166504
	Iteration 27Q: 3 clusters Score -996731.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -996733.000000 Penalty: 4500.166504
	Iteration 28Q: 3 clusters Score -996733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -996736.125000 Penalty: 4500.166504
	Iteration 29Q: 3 clusters Score -996736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -996736.437500 Penalty: 4500.166504
	Iteration 30Q: 3 clusters Score -996736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -996737.687500 Penalty: 4500.166504
	Iteration 31Q: 3 clusters Score -996737.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -996737.375000 Penalty: 4500.166504
	Iteration 32Q: 3 clusters Score -996737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -996740.187500 Penalty: 4500.166504
	Iteration 33Q: 3 clusters Score -996740.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -996742.750000 Penalty: 4500.166504
	Iteration 34Q: 3 clusters Score -996742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -996741.250000 Penalty: 4500.166504
	Iteration 35Q: 3 clusters Score -996741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -996745.875000 Penalty: 4500.166504
	Iteration 36Q: 3 clusters Score -996745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -996743.312500 Penalty: 4500.166504
	Iteration 37Q: 3 clusters Score -996743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -996744.250000 Penalty: 4500.166504
	Iteration 38Q: 3 clusters Score -996744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -996743.625000 Penalty: 4500.166504
	Iteration 39Q: 3 clusters Score -996743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -996744.062500 Penalty: 4500.166504
	Iteration 40F: 3 clusters Score -996744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -996743.500000 Penalty: 4500.166504
	Iteration 41Q: 3 clusters Score -996743.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -996743.500000 Penalty: 4500.166504
	Iteration 42F: 3 clusters Score -996743.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -281894.781250 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -281894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -278991.562500 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -278991.6 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -279564.750000 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -279564.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -279723.375000 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -279723.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -279844.125000 Penalty: 3863.569336
	Iteration 3Q: 3 clusters Score -279844.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -279942.437500 Penalty: 3863.569336
	Iteration 4Q: 3 clusters Score -279942.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -280011.500000 Penalty: 3863.569336
	Iteration 5Q: 3 clusters Score -280011.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -280066.156250 Penalty: 3863.569336
	Iteration 6Q: 3 clusters Score -280066.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -280099.062500 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -280099.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -280126.375000 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -280126.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -280142.812500 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -280142.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -280155.968750 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -280156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -280166.343750 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -280166.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -280174.906250 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -280174.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -280179.125000 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -280179.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -280182.531250 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -280182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -280183.500000 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -280183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -280184.093750 Penalty: 3863.569336
	Iteration 16Q: 3 clusters Score -280184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -280184.781250 Penalty: 3863.569336
	Iteration 17Q: 3 clusters Score -280184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -280184.781250 Penalty: 3863.569336
	Iteration 18F: 3 clusters Score -280184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (41365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Entering Unmasked Estep 
Score: -4481915.000000 Penalty: 2636.287354
	Iteration 0F: 2 clusters Score -4481915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4453955.500000 Penalty: 5272.574707
	Iteration 0F: 3 clusters Score -4453956 nChanged 18866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4464785.500000 Penalty: 5272.574707
	Iteration 1F: 3 clusters Score -4464786 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4465926.000000 Penalty: 5272.574707
	Iteration 2F: 3 clusters Score -4465926 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4467264.000000 Penalty: 5272.574707
	Iteration 3F: 3 clusters Score -4467264 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4468685.000000 Penalty: 5272.574707
	Iteration 4F: 3 clusters Score -4468685 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4469982.000000 Penalty: 5272.574707
	Iteration 5F: 3 clusters Score -4469982 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -4471196.000000 Penalty: 5272.574707
	Iteration 6F: 3 clusters Score -4471196 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -4472132.500000 Penalty: 5272.574707
	Iteration 7F: 3 clusters Score -4472132 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4472792.500000 Penalty: 5272.574707
	Iteration 8Q: 3 clusters Score -4472792 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4473224.000000 Penalty: 5272.574707
	Iteration 9Q: 3 clusters Score -4473224 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4473566.500000 Penalty: 5272.574707
	Iteration 10Q: 3 clusters Score -4473566 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -4473843.000000 Penalty: 5272.574707
	Iteration 11Q: 3 clusters Score -4473843 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4474063.500000 Penalty: 5272.574707
	Iteration 12Q: 3 clusters Score -4474064 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4474256.000000 Penalty: 5272.574707
	Iteration 13Q: 3 clusters Score -4474256 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4474443.500000 Penalty: 5272.574707
	Iteration 14Q: 3 clusters Score -4474444 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -4474609.500000 Penalty: 5272.574707
	Iteration 15Q: 3 clusters Score -4474610 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4474734.000000 Penalty: 5272.574707
	Iteration 16Q: 3 clusters Score -4474734 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -4474810.000000 Penalty: 5272.574707
	Iteration 17Q: 3 clusters Score -4474810 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4474876.500000 Penalty: 5272.574707
	Iteration 18Q: 3 clusters Score -4474876 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4474938.500000 Penalty: 5272.574707
	Iteration 19Q: 3 clusters Score -4474938 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4474965.500000 Penalty: 5272.574707
	Iteration 20F: 3 clusters Score -4474966 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -4474995.000000 Penalty: 5272.574707
	Iteration 21Q: 3 clusters Score -4474995 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -4475032.000000 Penalty: 5272.574707
	Iteration 22Q: 3 clusters Score -4475032 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4475032.500000 Penalty: 5272.574707
	Iteration 23Q: 3 clusters Score -4475032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4475062.500000 Penalty: 5272.574707
	Iteration 24Q: 3 clusters Score -4475062 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -4475073.000000 Penalty: 5272.574707
	Iteration 25Q: 3 clusters Score -4475073 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4475104.000000 Penalty: 5272.574707
	Iteration 26Q: 3 clusters Score -4475104 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4475120.500000 Penalty: 5272.574707
	Iteration 27Q: 3 clusters Score -4475120 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4475128.000000 Penalty: 5272.574707
	Iteration 28Q: 3 clusters Score -4475128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4475149.000000 Penalty: 5272.574707
	Iteration 29Q: 3 clusters Score -4475149 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4475164.000000 Penalty: 5272.574707
	Iteration 30Q: 3 clusters Score -4475164 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -4475188.000000 Penalty: 5272.574707
	Iteration 31Q: 3 clusters Score -4475188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4475220.000000 Penalty: 5272.574707
	Iteration 32Q: 3 clusters Score -4475220 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4475228.500000 Penalty: 5272.574707
	Iteration 33Q: 3 clusters Score -4475228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -4475244.500000 Penalty: 5272.574707
	Iteration 34Q: 3 clusters Score -4475244 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -4475251.000000 Penalty: 5272.574707
	Iteration 35Q: 3 clusters Score -4475251 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -4475242.000000 Penalty: 5272.574707
	Iteration 36Q: 3 clusters Score -4475242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4475239.500000 Penalty: 5272.574707
	Iteration 37Q: 3 clusters Score -4475240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -4475250.500000 Penalty: 5272.574707
	Iteration 38Q: 3 clusters Score -4475250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -4475258.000000 Penalty: 5272.574707
	Iteration 39Q: 3 clusters Score -4475258 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4475266.000000 Penalty: 5272.574707
	Iteration 40F: 3 clusters Score -4475266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -4475281.000000 Penalty: 5272.574707
	Iteration 41Q: 3 clusters Score -4475281 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -4475311.000000 Penalty: 5272.574707
	Iteration 42Q: 3 clusters Score -4475311 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4475331.500000 Penalty: 5272.574707
	Iteration 43Q: 3 clusters Score -4475332 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4475339.500000 Penalty: 5272.574707
	Iteration 44Q: 3 clusters Score -4475340 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -4475358.000000 Penalty: 5272.574707
	Iteration 45Q: 3 clusters Score -4475358 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4475358.500000 Penalty: 5272.574707
	Iteration 46Q: 3 clusters Score -4475358 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -4475356.000000 Penalty: 5272.574707
	Iteration 47Q: 3 clusters Score -4475356 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4475375.500000 Penalty: 5272.574707
	Iteration 48Q: 3 clusters Score -4475376 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -4475399.500000 Penalty: 5272.574707
	Iteration 49Q: 3 clusters Score -4475400 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -4475401.500000 Penalty: 5272.574707
	Iteration 50Q: 3 clusters Score -4475402 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -4475422.500000 Penalty: 5272.574707
	Iteration 51Q: 3 clusters Score -4475422 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4475454.500000 Penalty: 5272.574707
	Iteration 52Q: 3 clusters Score -4475454 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -4475462.000000 Penalty: 5272.574707
	Iteration 53Q: 3 clusters Score -4475462 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4475506.000000 Penalty: 5272.574707
	Iteration 54Q: 3 clusters Score -4475506 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4475532.000000 Penalty: 5272.574707
	Iteration 55Q: 3 clusters Score -4475532 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -4475548.000000 Penalty: 5272.574707
	Iteration 56Q: 3 clusters Score -4475548 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -4475573.500000 Penalty: 5272.574707
	Iteration 57Q: 3 clusters Score -4475574 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -4475627.000000 Penalty: 5272.574707
	Iteration 58Q: 3 clusters Score -4475627 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4475680.000000 Penalty: 5272.574707
	Iteration 59Q: 3 clusters Score -4475680 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -4475730.000000 Penalty: 5272.574707
	Iteration 60F: 3 clusters Score -4475730 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -4475796.500000 Penalty: 5272.574707
	Iteration 61Q: 3 clusters Score -4475796 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -4475842.000000 Penalty: 5272.574707
	Iteration 62Q: 3 clusters Score -4475842 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -4475889.500000 Penalty: 5272.574707
	Iteration 63Q: 3 clusters Score -4475890 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4475929.000000 Penalty: 5272.574707
	Iteration 64Q: 3 clusters Score -4475929 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4475976.500000 Penalty: 5272.574707
	Iteration 65Q: 3 clusters Score -4475976 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -4476056.500000 Penalty: 5272.574707
	Iteration 66Q: 3 clusters Score -4476056 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4476162.500000 Penalty: 5272.574707
	Iteration 67Q: 3 clusters Score -4476162 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -4476237.000000 Penalty: 5272.574707
	Iteration 68Q: 3 clusters Score -4476237 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -4476315.000000 Penalty: 5272.574707
	Iteration 69Q: 3 clusters Score -4476315 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -4476417.500000 Penalty: 5272.574707
	Iteration 70Q: 3 clusters Score -4476418 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -4476526.000000 Penalty: 5272.574707
	Iteration 71Q: 3 clusters Score -4476526 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4476645.000000 Penalty: 5272.574707
	Iteration 72Q: 3 clusters Score -4476645 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4476806.000000 Penalty: 5272.574707
	Iteration 73Q: 3 clusters Score -4476806 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4476987.000000 Penalty: 5272.574707
	Iteration 74Q: 3 clusters Score -4476987 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -4477186.000000 Penalty: 5272.574707
	Iteration 75Q: 3 clusters Score -4477186 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4477406.000000 Penalty: 5272.574707
	Iteration 76Q: 3 clusters Score -4477406 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -4477631.500000 Penalty: 5272.574707
	Iteration 77Q: 3 clusters Score -4477632 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4477859.500000 Penalty: 5272.574707
	Iteration 78Q: 3 clusters Score -4477860 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -4478095.500000 Penalty: 5272.574707
	Iteration 79Q: 3 clusters Score -4478096 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -4478317.000000 Penalty: 5272.574707
	Iteration 80F: 3 clusters Score -4478317 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -4478552.000000 Penalty: 5272.574707
	Iteration 81Q: 3 clusters Score -4478552 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4478793.500000 Penalty: 5272.574707
	Iteration 82Q: 3 clusters Score -4478794 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4478977.500000 Penalty: 5272.574707
	Iteration 83Q: 3 clusters Score -4478978 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -4479175.000000 Penalty: 5272.574707
	Iteration 84Q: 3 clusters Score -4479175 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -4479329.000000 Penalty: 5272.574707
	Iteration 85Q: 3 clusters Score -4479329 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -4479478.000000 Penalty: 5272.574707
	Iteration 86Q: 3 clusters Score -4479478 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4479600.000000 Penalty: 5272.574707
	Iteration 87Q: 3 clusters Score -4479600 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -4479707.000000 Penalty: 5272.574707
	Iteration 88Q: 3 clusters Score -4479707 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4479796.500000 Penalty: 5272.574707
	Iteration 89Q: 3 clusters Score -4479796 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -4479881.500000 Penalty: 5272.574707
	Iteration 90Q: 3 clusters Score -4479882 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -4479970.000000 Penalty: 5272.574707
	Iteration 91Q: 3 clusters Score -4479970 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -4480007.500000 Penalty: 5272.574707
	Iteration 92Q: 3 clusters Score -4480008 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -4480046.500000 Penalty: 5272.574707
	Iteration 93Q: 3 clusters Score -4480046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -4480092.500000 Penalty: 5272.574707
	Iteration 94Q: 3 clusters Score -4480092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -4480123.500000 Penalty: 5272.574707
	Iteration 95Q: 3 clusters Score -4480124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -4480137.000000 Penalty: 5272.574707
	Iteration 96Q: 3 clusters Score -4480137 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -4480156.000000 Penalty: 5272.574707
	Iteration 97Q: 3 clusters Score -4480156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -4480198.000000 Penalty: 5272.574707
	Iteration 98Q: 3 clusters Score -4480198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4480215.000000 Penalty: 5272.574707
	Iteration 99Q: 3 clusters Score -4480215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -4480242.000000 Penalty: 5272.574707
	Iteration 100F: 3 clusters Score -4480242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -4480264.000000 Penalty: 5272.574707
	Iteration 101Q: 3 clusters Score -4480264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -4480280.500000 Penalty: 5272.574707
	Iteration 102Q: 3 clusters Score -4480280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -4480296.000000 Penalty: 5272.574707
	Iteration 103Q: 3 clusters Score -4480296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -4480305.500000 Penalty: 5272.574707
	Iteration 104Q: 3 clusters Score -4480306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -4480312.500000 Penalty: 5272.574707
	Iteration 105Q: 3 clusters Score -4480312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -4480313.500000 Penalty: 5272.574707
	Iteration 106Q: 3 clusters Score -4480314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -4480317.500000 Penalty: 5272.574707
	Iteration 107Q: 3 clusters Score -4480318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -4480322.500000 Penalty: 5272.574707
	Iteration 108Q: 3 clusters Score -4480322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -4480330.500000 Penalty: 5272.574707
	Iteration 109Q: 3 clusters Score -4480330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -4480336.500000 Penalty: 5272.574707
	Iteration 110Q: 3 clusters Score -4480336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -4480350.500000 Penalty: 5272.574707
	Iteration 111Q: 3 clusters Score -4480350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -4480351.000000 Penalty: 5272.574707
	Iteration 112Q: 3 clusters Score -4480351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -4480351.500000 Penalty: 5272.574707
	Iteration 113Q: 3 clusters Score -4480352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -4480358.500000 Penalty: 5272.574707
	Iteration 114Q: 3 clusters Score -4480358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -4480363.000000 Penalty: 5272.574707
	Iteration 115Q: 3 clusters Score -4480363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -4480364.500000 Penalty: 5272.574707
	Iteration 116Q: 3 clusters Score -4480364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4480361.500000 Penalty: 5272.574707
	Iteration 117Q: 3 clusters Score -4480362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -4480369.000000 Penalty: 5272.574707
	Iteration 118Q: 3 clusters Score -4480369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -4480378.500000 Penalty: 5272.574707
	Iteration 119Q: 3 clusters Score -4480378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4480379.500000 Penalty: 5272.574707
	Iteration 120F: 3 clusters Score -4480380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -4480383.000000 Penalty: 5272.574707
	Iteration 121Q: 3 clusters Score -4480383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4480382.000000 Penalty: 5272.574707
	Iteration 122Q: 3 clusters Score -4480382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4480382.000000 Penalty: 5272.574707
	Iteration 123F: 3 clusters Score -4480382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -81405.625000 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -81405.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -79647.406250 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -79647.41 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -80149.164062 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -80149.16 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80381.382812 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -80381.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -80578.359375 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -80578.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -80715.343750 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -80715.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80871.132812 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -80871.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81142.539062 Penalty: 3360.014893
	Iteration 6F: 3 clusters Score -81142.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -81483.117188 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -81483.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81614.257812 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -81614.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -81663.218750 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -81663.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81679.664062 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -81679.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81701.484375 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -81701.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -81709.359375 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -81709.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -81719.054688 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -81719.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -81719.476562 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -81719.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -81720.226562 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -81720.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81720.843750 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -81720.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81720.843750 Penalty: 3360.014893
	Iteration 17F: 3 clusters Score -81720.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60510 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25099 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10169 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51348 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186668 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41365 members 
Mstep: Class 41 contains 419 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16025 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 456 members 
Entering Unmasked Estep 
Score: -133770552.000000 Penalty: 228816.234375
Splitting cluster 41 changes total score from -133771968.000000 to -133770552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (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: -916151.062500 Penalty: 2228.173096
	Iteration 0F: 2 clusters Score -916151.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -909784.375000 Penalty: 4456.346191
	Iteration 0F: 3 clusters Score -909784.4 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -911587.000000 Penalty: 4456.346191
	Iteration 1F: 3 clusters Score -911587 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -911898.375000 Penalty: 4456.346191
	Iteration 2F: 3 clusters Score -911898.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -912099.187500 Penalty: 4456.346191
	Iteration 3F: 3 clusters Score -912099.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -912264.312500 Penalty: 4456.346191
	Iteration 4Q: 3 clusters Score -912264.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -912406.187500 Penalty: 4456.346191
	Iteration 5Q: 3 clusters Score -912406.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -912543.375000 Penalty: 4456.346191
	Iteration 6Q: 3 clusters Score -912543.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -912702.750000 Penalty: 4456.346191
	Iteration 7Q: 3 clusters Score -912702.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -912886.625000 Penalty: 4456.346191
	Iteration 8Q: 3 clusters Score -912886.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -913116.937500 Penalty: 4456.346191
	Iteration 9Q: 3 clusters Score -913116.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -913353.687500 Penalty: 4456.346191
	Iteration 10Q: 3 clusters Score -913353.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -913602.062500 Penalty: 4456.346191
	Iteration 11Q: 3 clusters Score -913602.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -913855.375000 Penalty: 4456.346191
	Iteration 12Q: 3 clusters Score -913855.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -914085.875000 Penalty: 4456.346191
	Iteration 13Q: 3 clusters Score -914085.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -914255.937500 Penalty: 4456.346191
	Iteration 14Q: 3 clusters Score -914255.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -914387.750000 Penalty: 4456.346191
	Iteration 15Q: 3 clusters Score -914387.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -914492.000000 Penalty: 4456.346191
	Iteration 16Q: 3 clusters Score -914492 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -914559.250000 Penalty: 4456.346191
	Iteration 17Q: 3 clusters Score -914559.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -914606.812500 Penalty: 4456.346191
	Iteration 18Q: 3 clusters Score -914606.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -914642.562500 Penalty: 4456.346191
	Iteration 19Q: 3 clusters Score -914642.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -914670.687500 Penalty: 4456.346191
	Iteration 20F: 3 clusters Score -914670.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -914689.750000 Penalty: 4456.346191
	Iteration 21Q: 3 clusters Score -914689.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -914708.750000 Penalty: 4456.346191
	Iteration 22Q: 3 clusters Score -914708.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -914713.062500 Penalty: 4456.346191
	Iteration 23Q: 3 clusters Score -914713.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -914721.125000 Penalty: 4456.346191
	Iteration 24Q: 3 clusters Score -914721.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -914724.562500 Penalty: 4456.346191
	Iteration 25Q: 3 clusters Score -914724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -914726.062500 Penalty: 4456.346191
	Iteration 26Q: 3 clusters Score -914726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -914726.937500 Penalty: 4456.346191
	Iteration 27Q: 3 clusters Score -914726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -914726.000000 Penalty: 4456.346191
	Iteration 28Q: 3 clusters Score -914726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -914725.500000 Penalty: 4456.346191
	Iteration 29Q: 3 clusters Score -914725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -914732.125000 Penalty: 4456.346191
	Iteration 30Q: 3 clusters Score -914732.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -914731.812500 Penalty: 4456.346191
	Iteration 31Q: 3 clusters Score -914731.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -914734.125000 Penalty: 4456.346191
	Iteration 32Q: 3 clusters Score -914734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -914734.125000 Penalty: 4456.346191
	Iteration 33Q: 3 clusters Score -914734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -914736.312500 Penalty: 4456.346191
	Iteration 34Q: 3 clusters Score -914736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -914737.312500 Penalty: 4456.346191
	Iteration 35Q: 3 clusters Score -914737.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -914739.000000 Penalty: 4456.346191
	Iteration 36Q: 3 clusters Score -914739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -914740.437500 Penalty: 4456.346191
	Iteration 37Q: 3 clusters Score -914740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -914744.250000 Penalty: 4456.346191
	Iteration 38Q: 3 clusters Score -914744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -914744.250000 Penalty: 4456.346191
	Iteration 39Q: 3 clusters Score -914744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -914742.437500 Penalty: 4456.346191
	Iteration 40F: 3 clusters Score -914742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -914744.125000 Penalty: 4456.346191
	Iteration 41Q: 3 clusters Score -914744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -914743.187500 Penalty: 4456.346191
	Iteration 42Q: 3 clusters Score -914743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -914743.187500 Penalty: 4456.346191
	Iteration 43Q: 3 clusters Score -914743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -914743.187500 Penalty: 4456.346191
	Iteration 44F: 3 clusters Score -914743.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -47090.230469 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -47090.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45732.476562 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -45732.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45873.093750 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -45873.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45947.738281 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -45947.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45978.195312 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -45978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46006.835938 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -46006.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46023.457031 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -46023.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46033.691406 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -46033.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46043.019531 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -46043.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46043.019531 Penalty: 2895.514160
	Iteration 8F: 3 clusters Score -46043.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -312859.750000 Penalty: 1954.064331
	Iteration 0F: 2 clusters Score -312859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -309784.343750 Penalty: 3908.128662
	Iteration 0F: 3 clusters Score -309784.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -310430.468750 Penalty: 3908.128662
	Iteration 1F: 3 clusters Score -310430.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -310594.968750 Penalty: 3908.128662
	Iteration 2F: 3 clusters Score -310595 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -310714.750000 Penalty: 3908.128662
	Iteration 3Q: 3 clusters Score -310714.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -310810.093750 Penalty: 3908.128662
	Iteration 4Q: 3 clusters Score -310810.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -310891.718750 Penalty: 3908.128662
	Iteration 5Q: 3 clusters Score -310891.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -310961.875000 Penalty: 3908.128662
	Iteration 6Q: 3 clusters Score -310961.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -311025.968750 Penalty: 3908.128662
	Iteration 7Q: 3 clusters Score -311026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -311089.218750 Penalty: 3908.128662
	Iteration 8Q: 3 clusters Score -311089.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -311167.062500 Penalty: 3908.128662
	Iteration 9Q: 3 clusters Score -311167.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -311236.718750 Penalty: 3908.128662
	Iteration 10Q: 3 clusters Score -311236.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -311314.562500 Penalty: 3908.128662
	Iteration 11Q: 3 clusters Score -311314.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -311371.437500 Penalty: 3908.128662
	Iteration 12Q: 3 clusters Score -311371.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -311430.625000 Penalty: 3908.128662
	Iteration 13Q: 3 clusters Score -311430.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -311496.125000 Penalty: 3908.128662
	Iteration 14Q: 3 clusters Score -311496.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -311558.000000 Penalty: 3908.128662
	Iteration 15Q: 3 clusters Score -311558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -311597.343750 Penalty: 3908.128662
	Iteration 16Q: 3 clusters Score -311597.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -311630.093750 Penalty: 3908.128662
	Iteration 17Q: 3 clusters Score -311630.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -311656.656250 Penalty: 3908.128662
	Iteration 18Q: 3 clusters Score -311656.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -311670.750000 Penalty: 3908.128662
	Iteration 19Q: 3 clusters Score -311670.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -311685.031250 Penalty: 3908.128662
	Iteration 20F: 3 clusters Score -311685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -311694.031250 Penalty: 3908.128662
	Iteration 21Q: 3 clusters Score -311694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -311701.468750 Penalty: 3908.128662
	Iteration 22Q: 3 clusters Score -311701.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -311704.718750 Penalty: 3908.128662
	Iteration 23Q: 3 clusters Score -311704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -311706.906250 Penalty: 3908.128662
	Iteration 24Q: 3 clusters Score -311706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -311711.062500 Penalty: 3908.128662
	Iteration 25Q: 3 clusters Score -311711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -311712.625000 Penalty: 3908.128662
	Iteration 26Q: 3 clusters Score -311712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -311715.187500 Penalty: 3908.128662
	Iteration 27Q: 3 clusters Score -311715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -311718.000000 Penalty: 3908.128662
	Iteration 28Q: 3 clusters Score -311718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -311720.656250 Penalty: 3908.128662
	Iteration 29Q: 3 clusters Score -311720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -311721.718750 Penalty: 3908.128662
	Iteration 30Q: 3 clusters Score -311721.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -311721.781250 Penalty: 3908.128662
	Iteration 31Q: 3 clusters Score -311721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -311721.781250 Penalty: 3908.128662
	Iteration 32F: 3 clusters Score -311721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -454860.000000 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -454860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -450979.531250 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -450979.5 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -451909.031250 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -451909 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -452173.000000 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -452173 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -452354.093750 Penalty: 4109.364258
	Iteration 3F: 3 clusters Score -452354.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -452519.875000 Penalty: 4109.364258
	Iteration 4F: 3 clusters Score -452519.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -452669.281250 Penalty: 4109.364258
	Iteration 5Q: 3 clusters Score -452669.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -452801.343750 Penalty: 4109.364258
	Iteration 6Q: 3 clusters Score -452801.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -452929.718750 Penalty: 4109.364258
	Iteration 7Q: 3 clusters Score -452929.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -453022.562500 Penalty: 4109.364258
	Iteration 8Q: 3 clusters Score -453022.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -453103.562500 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -453103.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -453151.593750 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -453151.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -453187.031250 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -453187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -453214.593750 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -453214.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -453237.156250 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -453237.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -453257.468750 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -453257.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -453269.437500 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -453269.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -453278.750000 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -453278.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -453285.156250 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -453285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -453291.093750 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -453291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -453293.343750 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -453293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -453295.218750 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -453295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -453294.875000 Penalty: 4109.364258
	Iteration 21Q: 3 clusters Score -453294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -453295.468750 Penalty: 4109.364258
	Iteration 22Q: 3 clusters Score -453295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -453296.093750 Penalty: 4109.364258
	Iteration 23Q: 3 clusters Score -453296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -453296.656250 Penalty: 4109.364258
	Iteration 24Q: 3 clusters Score -453296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -453299.562500 Penalty: 4109.364258
	Iteration 25Q: 3 clusters Score -453299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -453303.125000 Penalty: 4109.364258
	Iteration 26Q: 3 clusters Score -453303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -453304.937500 Penalty: 4109.364258
	Iteration 27Q: 3 clusters Score -453304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -453305.093750 Penalty: 4109.364258
	Iteration 28Q: 3 clusters Score -453305.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -453305.093750 Penalty: 4109.364258
	Iteration 29F: 3 clusters Score -453305.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (9399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Entering Unmasked Estep 
Score: -1098756.250000 Penalty: 2268.792969
	Iteration 0F: 2 clusters Score -1098756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1091516.750000 Penalty: 4537.585938
	Iteration 0F: 3 clusters Score -1091517 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1093724.250000 Penalty: 4537.585938
	Iteration 1F: 3 clusters Score -1093724 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1094154.500000 Penalty: 4537.585938
	Iteration 2F: 3 clusters Score -1094154 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1094529.500000 Penalty: 4537.585938
	Iteration 3F: 3 clusters Score -1094530 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1094867.750000 Penalty: 4537.585938
	Iteration 4F: 3 clusters Score -1094868 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1095285.000000 Penalty: 4537.585938
	Iteration 5F: 3 clusters Score -1095285 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1095677.375000 Penalty: 4537.585938
	Iteration 6F: 3 clusters Score -1095677 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1095978.750000 Penalty: 4537.585938
	Iteration 7F: 3 clusters Score -1095979 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1096184.000000 Penalty: 4537.585938
	Iteration 8Q: 3 clusters Score -1096184 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1096308.750000 Penalty: 4537.585938
	Iteration 9Q: 3 clusters Score -1096309 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1096399.625000 Penalty: 4537.585938
	Iteration 10Q: 3 clusters Score -1096400 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1096462.500000 Penalty: 4537.585938
	Iteration 11Q: 3 clusters Score -1096462 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1096505.000000 Penalty: 4537.585938
	Iteration 12Q: 3 clusters Score -1096505 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1096525.125000 Penalty: 4537.585938
	Iteration 13Q: 3 clusters Score -1096525 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1096539.875000 Penalty: 4537.585938
	Iteration 14Q: 3 clusters Score -1096540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1096546.375000 Penalty: 4537.585938
	Iteration 15Q: 3 clusters Score -1096546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1096554.500000 Penalty: 4537.585938
	Iteration 16Q: 3 clusters Score -1096554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1096563.625000 Penalty: 4537.585938
	Iteration 17Q: 3 clusters Score -1096564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1096569.000000 Penalty: 4537.585938
	Iteration 18Q: 3 clusters Score -1096569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1096572.500000 Penalty: 4537.585938
	Iteration 19Q: 3 clusters Score -1096572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1096581.625000 Penalty: 4537.585938
	Iteration 20F: 3 clusters Score -1096582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1096586.375000 Penalty: 4537.585938
	Iteration 21Q: 3 clusters Score -1096586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1096588.625000 Penalty: 4537.585938
	Iteration 22Q: 3 clusters Score -1096589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1096595.125000 Penalty: 4537.585938
	Iteration 23Q: 3 clusters Score -1096595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1096595.375000 Penalty: 4537.585938
	Iteration 24Q: 3 clusters Score -1096595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1096597.875000 Penalty: 4537.585938
	Iteration 25Q: 3 clusters Score -1096598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1096598.000000 Penalty: 4537.585938
	Iteration 26Q: 3 clusters Score -1096598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1096598.125000 Penalty: 4537.585938
	Iteration 27Q: 3 clusters Score -1096598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1096598.000000 Penalty: 4537.585938
	Iteration 28Q: 3 clusters Score -1096598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1096600.500000 Penalty: 4537.585938
	Iteration 29Q: 3 clusters Score -1096600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1096601.000000 Penalty: 4537.585938
	Iteration 30Q: 3 clusters Score -1096601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1096601.250000 Penalty: 4537.585938
	Iteration 31Q: 3 clusters Score -1096601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1096603.375000 Penalty: 4537.585938
	Iteration 32Q: 3 clusters Score -1096603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1096602.625000 Penalty: 4537.585938
	Iteration 33Q: 3 clusters Score -1096603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1096602.625000 Penalty: 4537.585938
	Iteration 34Q: 3 clusters Score -1096603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1096601.625000 Penalty: 4537.585938
	Iteration 35Q: 3 clusters Score -1096602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1096601.625000 Penalty: 4537.585938
	Iteration 36F: 3 clusters Score -1096602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -232905.609375 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -232905.6 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 1011 members 
Entering Unmasked Estep 
Score: -230266.421875 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -230266.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -230719.609375 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -230719.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -230859.328125 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -230859.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -230959.593750 Penalty: 3767.561523
	Iteration 3F: 3 clusters Score -230959.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -231055.781250 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -231055.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -231136.406250 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -231136.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -231209.312500 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -231209.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -231268.515625 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -231268.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -231314.859375 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -231314.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -231347.281250 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -231347.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -231370.171875 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -231370.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -231392.609375 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -231392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -231407.687500 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -231407.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -231420.437500 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -231420.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -231433.734375 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -231433.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -231449.031250 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -231449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -231454.687500 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -231454.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -231463.281250 Penalty: 3767.561523
	Iteration 17Q: 3 clusters Score -231463.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -231474.015625 Penalty: 3767.561523
	Iteration 18Q: 3 clusters Score -231474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -231482.484375 Penalty: 3767.561523
	Iteration 19Q: 3 clusters Score -231482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -231486.765625 Penalty: 3767.561523
	Iteration 20F: 3 clusters Score -231486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -231490.734375 Penalty: 3767.561523
	Iteration 21Q: 3 clusters Score -231490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -231491.078125 Penalty: 3767.561523
	Iteration 22Q: 3 clusters Score -231491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -231491.078125 Penalty: 3767.561523
	Iteration 23F: 3 clusters Score -231491.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -374460.812500 Penalty: 1953.500488
	Iteration 0F: 2 clusters Score -374460.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -371495.250000 Penalty: 3907.000977
	Iteration 0F: 3 clusters Score -371495.2 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -372415.187500 Penalty: 3907.000977
	Iteration 1F: 3 clusters Score -372415.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -372816.531250 Penalty: 3907.000977
	Iteration 2F: 3 clusters Score -372816.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -373087.375000 Penalty: 3907.000977
	Iteration 3F: 3 clusters Score -373087.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -373352.593750 Penalty: 3907.000977
	Iteration 4F: 3 clusters Score -373352.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -373672.218750 Penalty: 3907.000977
	Iteration 5F: 3 clusters Score -373672.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -373917.218750 Penalty: 3907.000977
	Iteration 6F: 3 clusters Score -373917.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -374140.625000 Penalty: 3907.000977
	Iteration 7Q: 3 clusters Score -374140.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -374348.906250 Penalty: 3907.000977
	Iteration 8Q: 3 clusters Score -374348.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -374549.531250 Penalty: 3907.000977
	Iteration 9Q: 3 clusters Score -374549.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -374702.312500 Penalty: 3907.000977
	Iteration 10Q: 3 clusters Score -374702.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -374751.656250 Penalty: 3907.000977
	Iteration 11Q: 3 clusters Score -374751.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -374790.062500 Penalty: 3907.000977
	Iteration 12Q: 3 clusters Score -374790.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -374815.718750 Penalty: 3907.000977
	Iteration 13Q: 3 clusters Score -374815.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -374856.937500 Penalty: 3907.000977
	Iteration 14Q: 3 clusters Score -374856.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -374912.781250 Penalty: 3907.000977
	Iteration 15Q: 3 clusters Score -374912.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -374949.906250 Penalty: 3907.000977
	Iteration 16Q: 3 clusters Score -374949.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -374977.531250 Penalty: 3907.000977
	Iteration 17Q: 3 clusters Score -374977.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -374992.593750 Penalty: 3907.000977
	Iteration 18Q: 3 clusters Score -374992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -375000.687500 Penalty: 3907.000977
	Iteration 19Q: 3 clusters Score -375000.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -375005.125000 Penalty: 3907.000977
	Iteration 20F: 3 clusters Score -375005.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -375009.875000 Penalty: 3907.000977
	Iteration 21Q: 3 clusters Score -375009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -375015.843750 Penalty: 3907.000977
	Iteration 22Q: 3 clusters Score -375015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -375020.156250 Penalty: 3907.000977
	Iteration 23Q: 3 clusters Score -375020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -375022.531250 Penalty: 3907.000977
	Iteration 24Q: 3 clusters Score -375022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -375022.531250 Penalty: 3907.000977
	Iteration 25F: 3 clusters Score -375022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60510 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25099 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10169 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51348 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186668 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41365 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 1207 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16025 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 1429 members 
Entering Unmasked Estep 
Score: -133771048.000000 Penalty: 228816.234375
Splitting cluster 48 changes total score from -133771968.000000 to -133771048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (10727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Entering Unmasked Estep 
Score: -1212672.250000 Penalty: 2301.568848
	Iteration 0F: 2 clusters Score -1212672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1204571.125000 Penalty: 4603.137695
	Iteration 0F: 3 clusters Score -1204571 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1207274.375000 Penalty: 4603.137695
	Iteration 1F: 3 clusters Score -1207274 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1207775.375000 Penalty: 4603.137695
	Iteration 2F: 3 clusters Score -1207775 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1208186.625000 Penalty: 4603.137695
	Iteration 3F: 3 clusters Score -1208187 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1208591.750000 Penalty: 4603.137695
	Iteration 4F: 3 clusters Score -1208592 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1209018.625000 Penalty: 4603.137695
	Iteration 5F: 3 clusters Score -1209019 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1209400.500000 Penalty: 4603.137695
	Iteration 6F: 3 clusters Score -1209400 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1209723.125000 Penalty: 4603.137695
	Iteration 7Q: 3 clusters Score -1209723 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1209999.250000 Penalty: 4603.137695
	Iteration 8Q: 3 clusters Score -1209999 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1210260.375000 Penalty: 4603.137695
	Iteration 9Q: 3 clusters Score -1210260 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1210528.500000 Penalty: 4603.137695
	Iteration 10Q: 3 clusters Score -1210528 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1210789.000000 Penalty: 4603.137695
	Iteration 11Q: 3 clusters Score -1210789 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1211049.875000 Penalty: 4603.137695
	Iteration 12Q: 3 clusters Score -1211050 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1211281.750000 Penalty: 4603.137695
	Iteration 13Q: 3 clusters Score -1211282 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1211479.250000 Penalty: 4603.137695
	Iteration 14Q: 3 clusters Score -1211479 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1211651.875000 Penalty: 4603.137695
	Iteration 15Q: 3 clusters Score -1211652 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1211762.000000 Penalty: 4603.137695
	Iteration 16Q: 3 clusters Score -1211762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1211848.125000 Penalty: 4603.137695
	Iteration 17Q: 3 clusters Score -1211848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1211911.500000 Penalty: 4603.137695
	Iteration 18Q: 3 clusters Score -1211912 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1211970.750000 Penalty: 4603.137695
	Iteration 19Q: 3 clusters Score -1211971 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1212027.000000 Penalty: 4603.137695
	Iteration 20F: 3 clusters Score -1212027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1212083.875000 Penalty: 4603.137695
	Iteration 21Q: 3 clusters Score -1212084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1212148.375000 Penalty: 4603.137695
	Iteration 22Q: 3 clusters Score -1212148 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1212229.375000 Penalty: 4603.137695
	Iteration 23Q: 3 clusters Score -1212229 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1212325.625000 Penalty: 4603.137695
	Iteration 24Q: 3 clusters Score -1212326 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1212413.125000 Penalty: 4603.137695
	Iteration 25Q: 3 clusters Score -1212413 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1212502.750000 Penalty: 4603.137695
	Iteration 26Q: 3 clusters Score -1212503 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1212604.125000 Penalty: 4603.137695
	Iteration 27Q: 3 clusters Score -1212604 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1212699.875000 Penalty: 4603.137695
	Iteration 28Q: 3 clusters Score -1212700 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1212775.000000 Penalty: 4603.137695
	Iteration 29Q: 3 clusters Score -1212775 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1212833.875000 Penalty: 4603.137695
	Iteration 30Q: 3 clusters Score -1212834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1212863.375000 Penalty: 4603.137695
	Iteration 31Q: 3 clusters Score -1212863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1212874.000000 Penalty: 4603.137695
	Iteration 32Q: 3 clusters Score -1212874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1212883.750000 Penalty: 4603.137695
	Iteration 33Q: 3 clusters Score -1212884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1212888.375000 Penalty: 4603.137695
	Iteration 34Q: 3 clusters Score -1212888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1212888.375000 Penalty: 4603.137695
	Iteration 35Q: 3 clusters Score -1212888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1212891.875000 Penalty: 4603.137695
	Iteration 36Q: 3 clusters Score -1212892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1212894.750000 Penalty: 4603.137695
	Iteration 37Q: 3 clusters Score -1212895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1212898.875000 Penalty: 4603.137695
	Iteration 38Q: 3 clusters Score -1212899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1212897.750000 Penalty: 4603.137695
	Iteration 39Q: 3 clusters Score -1212898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1212923.500000 Penalty: 4603.137695
	Iteration 40F: 3 clusters Score -1212924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1212943.625000 Penalty: 4603.137695
	Iteration 41Q: 3 clusters Score -1212944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1212946.125000 Penalty: 4603.137695
	Iteration 42Q: 3 clusters Score -1212946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1212950.750000 Penalty: 4603.137695
	Iteration 43Q: 3 clusters Score -1212951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1212952.875000 Penalty: 4603.137695
	Iteration 44Q: 3 clusters Score -1212953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1212952.875000 Penalty: 4603.137695
	Iteration 45Q: 3 clusters Score -1212953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1212953.875000 Penalty: 4603.137695
	Iteration 46Q: 3 clusters Score -1212954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1212954.000000 Penalty: 4603.137695
	Iteration 47Q: 3 clusters Score -1212954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1212954.000000 Penalty: 4603.137695
	Iteration 48F: 3 clusters Score -1212954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60510 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25099 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10169 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51348 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186668 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41365 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 3520 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16025 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 7207 members 
Entering Unmasked Estep 
Score: -133771016.000000 Penalty: 228816.234375
Splitting cluster 49 changes total score from -133771968.000000 to -133771016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -1062789.375000 Penalty: 2262.432129
	Iteration 0F: 2 clusters Score -1062789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1055628.250000 Penalty: 4524.864258
	Iteration 0F: 3 clusters Score -1055628 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1057648.875000 Penalty: 4524.864258
	Iteration 1F: 3 clusters Score -1057649 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1058027.625000 Penalty: 4524.864258
	Iteration 2F: 3 clusters Score -1058028 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1058328.750000 Penalty: 4524.864258
	Iteration 3F: 3 clusters Score -1058329 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1058672.125000 Penalty: 4524.864258
	Iteration 4F: 3 clusters Score -1058672 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1059126.125000 Penalty: 4524.864258
	Iteration 5F: 3 clusters Score -1059126 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1059669.375000 Penalty: 4524.864258
	Iteration 6F: 3 clusters Score -1059669 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1060188.375000 Penalty: 4524.864258
	Iteration 7F: 3 clusters Score -1060188 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1060537.875000 Penalty: 4524.864258
	Iteration 8F: 3 clusters Score -1060538 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1060757.250000 Penalty: 4524.864258
	Iteration 9Q: 3 clusters Score -1060757 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1060880.500000 Penalty: 4524.864258
	Iteration 10Q: 3 clusters Score -1060880 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1060947.375000 Penalty: 4524.864258
	Iteration 11Q: 3 clusters Score -1060947 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1060982.375000 Penalty: 4524.864258
	Iteration 12Q: 3 clusters Score -1060982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1061004.625000 Penalty: 4524.864258
	Iteration 13Q: 3 clusters Score -1061005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1061018.500000 Penalty: 4524.864258
	Iteration 14Q: 3 clusters Score -1061018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1061032.875000 Penalty: 4524.864258
	Iteration 15Q: 3 clusters Score -1061033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1061041.875000 Penalty: 4524.864258
	Iteration 16Q: 3 clusters Score -1061042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1061052.250000 Penalty: 4524.864258
	Iteration 17Q: 3 clusters Score -1061052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1061060.375000 Penalty: 4524.864258
	Iteration 18Q: 3 clusters Score -1061060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1061068.500000 Penalty: 4524.864258
	Iteration 19Q: 3 clusters Score -1061068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1061075.000000 Penalty: 4524.864258
	Iteration 20F: 3 clusters Score -1061075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1061080.500000 Penalty: 4524.864258
	Iteration 21Q: 3 clusters Score -1061080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1061089.500000 Penalty: 4524.864258
	Iteration 22Q: 3 clusters Score -1061090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1061093.875000 Penalty: 4524.864258
	Iteration 23Q: 3 clusters Score -1061094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1061095.000000 Penalty: 4524.864258
	Iteration 24Q: 3 clusters Score -1061095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1061096.500000 Penalty: 4524.864258
	Iteration 25Q: 3 clusters Score -1061096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1061100.250000 Penalty: 4524.864258
	Iteration 26Q: 3 clusters Score -1061100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1061103.625000 Penalty: 4524.864258
	Iteration 27Q: 3 clusters Score -1061104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1061107.375000 Penalty: 4524.864258
	Iteration 28Q: 3 clusters Score -1061107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1061109.750000 Penalty: 4524.864258
	Iteration 29Q: 3 clusters Score -1061110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1061108.375000 Penalty: 4524.864258
	Iteration 30Q: 3 clusters Score -1061108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1061106.875000 Penalty: 4524.864258
	Iteration 31Q: 3 clusters Score -1061107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1061107.875000 Penalty: 4524.864258
	Iteration 32Q: 3 clusters Score -1061108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1061109.375000 Penalty: 4524.864258
	Iteration 33Q: 3 clusters Score -1061109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1061110.000000 Penalty: 4524.864258
	Iteration 34Q: 3 clusters Score -1061110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1061112.500000 Penalty: 4524.864258
	Iteration 35Q: 3 clusters Score -1061112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1061114.125000 Penalty: 4524.864258
	Iteration 36Q: 3 clusters Score -1061114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1061113.875000 Penalty: 4524.864258
	Iteration 37Q: 3 clusters Score -1061114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1061115.375000 Penalty: 4524.864258
	Iteration 38Q: 3 clusters Score -1061115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1061117.250000 Penalty: 4524.864258
	Iteration 39Q: 3 clusters Score -1061117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1061120.375000 Penalty: 4524.864258
	Iteration 40F: 3 clusters Score -1061120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1061120.500000 Penalty: 4524.864258
	Iteration 41Q: 3 clusters Score -1061120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1061119.125000 Penalty: 4524.864258
	Iteration 42Q: 3 clusters Score -1061119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1061125.625000 Penalty: 4524.864258
	Iteration 43Q: 3 clusters Score -1061126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1061128.625000 Penalty: 4524.864258
	Iteration 44Q: 3 clusters Score -1061129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1061134.750000 Penalty: 4524.864258
	Iteration 45Q: 3 clusters Score -1061135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1061143.875000 Penalty: 4524.864258
	Iteration 46Q: 3 clusters Score -1061144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1061157.125000 Penalty: 4524.864258
	Iteration 47Q: 3 clusters Score -1061157 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1061180.875000 Penalty: 4524.864258
	Iteration 48Q: 3 clusters Score -1061181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1061221.875000 Penalty: 4524.864258
	Iteration 49Q: 3 clusters Score -1061222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1061310.375000 Penalty: 4524.864258
	Iteration 50Q: 3 clusters Score -1061310 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1061477.375000 Penalty: 4524.864258
	Iteration 51Q: 3 clusters Score -1061477 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1061723.750000 Penalty: 4524.864258
	Iteration 52Q: 3 clusters Score -1061724 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1062050.125000 Penalty: 4524.864258
	Iteration 53Q: 3 clusters Score -1062050 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1062498.750000 Penalty: 4524.864258
	Iteration 54Q: 3 clusters Score -1062499 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1062864.500000 Penalty: 4524.864258
	Iteration 55Q: 3 clusters Score -1062864 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1063115.625000 Penalty: 4524.864258
	Iteration 56Q: 3 clusters Score -1063116 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1063350.375000 Penalty: 4524.864258
	Iteration 57Q: 3 clusters Score -1063350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1063520.500000 Penalty: 4524.864258
	Iteration 58Q: 3 clusters Score -1063520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1063600.625000 Penalty: 4524.864258
	Iteration 59Q: 3 clusters Score -1063601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1063643.250000 Penalty: 4524.864258
	Iteration 60F: 3 clusters Score -1063643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1063667.750000 Penalty: 4524.864258
	Iteration 61Q: 3 clusters Score -1063668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1063683.250000 Penalty: 4524.864258
	Iteration 62Q: 3 clusters Score -1063683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1063688.875000 Penalty: 4524.864258
	Iteration 63Q: 3 clusters Score -1063689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1063691.375000 Penalty: 4524.864258
	Iteration 64Q: 3 clusters Score -1063691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1063693.500000 Penalty: 4524.864258
	Iteration 65Q: 3 clusters Score -1063694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1063694.625000 Penalty: 4524.864258
	Iteration 66Q: 3 clusters Score -1063695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1063697.500000 Penalty: 4524.864258
	Iteration 67Q: 3 clusters Score -1063698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1063696.500000 Penalty: 4524.864258
	Iteration 68Q: 3 clusters Score -1063696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1063697.750000 Penalty: 4524.864258
	Iteration 69Q: 3 clusters Score -1063698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1063697.750000 Penalty: 4524.864258
	Iteration 70F: 3 clusters Score -1063698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60510 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25099 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10169 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51348 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186668 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41365 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 6492 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16025 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 2669 members 
Entering Unmasked Estep 
Score: -133771600.000000 Penalty: 228816.234375
Splitting cluster 50 changes total score from -133771968.000000 to -133771600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -117779.796875 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -117779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -116111.585938 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -116111.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -116769.500000 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -116769.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117137.382812 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -117137.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117351.921875 Penalty: 3359.447754
	Iteration 3F: 3 clusters Score -117351.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117484.296875 Penalty: 3359.447754
	Iteration 4Q: 3 clusters Score -117484.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117529.234375 Penalty: 3359.447754
	Iteration 5Q: 3 clusters Score -117529.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -117572.625000 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -117572.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117644.226562 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -117644.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117729.687500 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -117729.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117739.164062 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -117739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117742.835938 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -117742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117747.953125 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -117748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117751.429688 Penalty: 3359.447754
	Iteration 12Q: 3 clusters Score -117751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117752.460938 Penalty: 3359.447754
	Iteration 13Q: 3 clusters Score -117752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117753.195312 Penalty: 3359.447754
	Iteration 14Q: 3 clusters Score -117753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117754.617188 Penalty: 3359.447754
	Iteration 15Q: 3 clusters Score -117754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117756.015625 Penalty: 3359.447754
	Iteration 16Q: 3 clusters Score -117756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117756.015625 Penalty: 3359.447754
	Iteration 17F: 3 clusters Score -117756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (15821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Entering Unmasked Estep 
Score: -1876921.875000 Penalty: 2397.935059
	Iteration 0F: 2 clusters Score -1876922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1865538.750000 Penalty: 4795.870117
	Iteration 0F: 3 clusters Score -1865539 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1869352.250000 Penalty: 4795.870117
	Iteration 1F: 3 clusters Score -1869352 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1870038.250000 Penalty: 4795.870117
	Iteration 2F: 3 clusters Score -1870038 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1870874.000000 Penalty: 4795.870117
	Iteration 3F: 3 clusters Score -1870874 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1872058.000000 Penalty: 4795.870117
	Iteration 4F: 3 clusters Score -1872058 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1873512.625000 Penalty: 4795.870117
	Iteration 5F: 3 clusters Score -1873513 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1874893.000000 Penalty: 4795.870117
	Iteration 6F: 3 clusters Score -1874893 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1875816.875000 Penalty: 4795.870117
	Iteration 7F: 3 clusters Score -1875817 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1876299.500000 Penalty: 4795.870117
	Iteration 8Q: 3 clusters Score -1876300 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1876505.875000 Penalty: 4795.870117
	Iteration 9Q: 3 clusters Score -1876506 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1876602.500000 Penalty: 4795.870117
	Iteration 10Q: 3 clusters Score -1876602 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1876646.625000 Penalty: 4795.870117
	Iteration 11Q: 3 clusters Score -1876647 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1876668.375000 Penalty: 4795.870117
	Iteration 12Q: 3 clusters Score -1876668 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1876695.375000 Penalty: 4795.870117
	Iteration 13Q: 3 clusters Score -1876695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1876717.750000 Penalty: 4795.870117
	Iteration 14Q: 3 clusters Score -1876718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1876740.500000 Penalty: 4795.870117
	Iteration 15Q: 3 clusters Score -1876740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1876752.875000 Penalty: 4795.870117
	Iteration 16Q: 3 clusters Score -1876753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1876764.625000 Penalty: 4795.870117
	Iteration 17Q: 3 clusters Score -1876765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1876777.375000 Penalty: 4795.870117
	Iteration 18Q: 3 clusters Score -1876777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1876772.500000 Penalty: 4795.870117
	Iteration 19Q: 3 clusters Score -1876772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1876781.125000 Penalty: 4795.870117
	Iteration 20F: 3 clusters Score -1876781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1876791.125000 Penalty: 4795.870117
	Iteration 21Q: 3 clusters Score -1876791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1876793.750000 Penalty: 4795.870117
	Iteration 22Q: 3 clusters Score -1876794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1876793.000000 Penalty: 4795.870117
	Iteration 23Q: 3 clusters Score -1876793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1876797.125000 Penalty: 4795.870117
	Iteration 24Q: 3 clusters Score -1876797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1876809.375000 Penalty: 4795.870117
	Iteration 25Q: 3 clusters Score -1876809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1876803.250000 Penalty: 4795.870117
	Iteration 26Q: 3 clusters Score -1876803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1876812.000000 Penalty: 4795.870117
	Iteration 27Q: 3 clusters Score -1876812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1876819.625000 Penalty: 4795.870117
	Iteration 28Q: 3 clusters Score -1876820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1876827.000000 Penalty: 4795.870117
	Iteration 29Q: 3 clusters Score -1876827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1876823.250000 Penalty: 4795.870117
	Iteration 30Q: 3 clusters Score -1876823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1876829.625000 Penalty: 4795.870117
	Iteration 31Q: 3 clusters Score -1876830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1876831.000000 Penalty: 4795.870117
	Iteration 32Q: 3 clusters Score -1876831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1876835.375000 Penalty: 4795.870117
	Iteration 33Q: 3 clusters Score -1876835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1876832.875000 Penalty: 4795.870117
	Iteration 34Q: 3 clusters Score -1876833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1876836.000000 Penalty: 4795.870117
	Iteration 35Q: 3 clusters Score -1876836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1876839.875000 Penalty: 4795.870117
	Iteration 36Q: 3 clusters Score -1876840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1876841.625000 Penalty: 4795.870117
	Iteration 37Q: 3 clusters Score -1876842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1876843.125000 Penalty: 4795.870117
	Iteration 38Q: 3 clusters Score -1876843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1876842.250000 Penalty: 4795.870117
	Iteration 39Q: 3 clusters Score -1876842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1876843.625000 Penalty: 4795.870117
	Iteration 40F: 3 clusters Score -1876844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1876845.500000 Penalty: 4795.870117
	Iteration 41Q: 3 clusters Score -1876846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1876845.625000 Penalty: 4795.870117
	Iteration 42Q: 3 clusters Score -1876846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1876846.000000 Penalty: 4795.870117
	Iteration 43Q: 3 clusters Score -1876846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1876844.500000 Penalty: 4795.870117
	Iteration 44Q: 3 clusters Score -1876844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1876848.250000 Penalty: 4795.870117
	Iteration 45Q: 3 clusters Score -1876848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1876845.375000 Penalty: 4795.870117
	Iteration 46Q: 3 clusters Score -1876845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1876844.000000 Penalty: 4795.870117
	Iteration 47Q: 3 clusters Score -1876844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1876851.500000 Penalty: 4795.870117
	Iteration 48Q: 3 clusters Score -1876852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1876854.500000 Penalty: 4795.870117
	Iteration 49Q: 3 clusters Score -1876854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1876855.125000 Penalty: 4795.870117
	Iteration 50Q: 3 clusters Score -1876855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1876855.000000 Penalty: 4795.870117
	Iteration 51Q: 3 clusters Score -1876855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1876855.000000 Penalty: 4795.870117
	Iteration 52Q: 3 clusters Score -1876855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1876853.125000 Penalty: 4795.870117
	Iteration 53Q: 3 clusters Score -1876853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1876851.125000 Penalty: 4795.870117
	Iteration 54Q: 3 clusters Score -1876851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1876851.625000 Penalty: 4795.870117
	Iteration 55Q: 3 clusters Score -1876852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1876851.375000 Penalty: 4795.870117
	Iteration 56Q: 3 clusters Score -1876851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1876855.625000 Penalty: 4795.870117
	Iteration 57Q: 3 clusters Score -1876856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1876856.875000 Penalty: 4795.870117
	Iteration 58Q: 3 clusters Score -1876857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1876856.875000 Penalty: 4795.870117
	Iteration 59F: 3 clusters Score -1876857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -502473.593750 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -502473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -498359.125000 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -498359.1 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -499233.093750 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -499233.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -499411.968750 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -499412 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -499539.375000 Penalty: 4159.994141
	Iteration 3Q: 3 clusters Score -499539.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -499652.812500 Penalty: 4159.994141
	Iteration 4Q: 3 clusters Score -499652.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -499723.312500 Penalty: 4159.994141
	Iteration 5Q: 3 clusters Score -499723.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -499778.187500 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -499778.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -499821.781250 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -499821.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -499858.406250 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -499858.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -499893.062500 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -499893.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -499921.625000 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -499921.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -499944.093750 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -499944.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -499960.156250 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -499960.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -499971.187500 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -499971.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -499980.593750 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -499980.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -499990.781250 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -499990.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -500002.656250 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -500002.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -500014.625000 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -500014.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -500029.437500 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -500029.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -500043.468750 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -500043.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -500060.125000 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -500060.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -500075.062500 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -500075.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -500085.312500 Penalty: 4159.994141
	Iteration 22Q: 3 clusters Score -500085.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -500096.781250 Penalty: 4159.994141
	Iteration 23Q: 3 clusters Score -500096.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -500108.687500 Penalty: 4159.994141
	Iteration 24Q: 3 clusters Score -500108.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -500122.937500 Penalty: 4159.994141
	Iteration 25Q: 3 clusters Score -500122.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -500137.125000 Penalty: 4159.994141
	Iteration 26Q: 3 clusters Score -500137.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -500150.906250 Penalty: 4159.994141
	Iteration 27Q: 3 clusters Score -500150.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -500164.531250 Penalty: 4159.994141
	Iteration 28Q: 3 clusters Score -500164.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -500177.343750 Penalty: 4159.994141
	Iteration 29Q: 3 clusters Score -500177.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -500193.093750 Penalty: 4159.994141
	Iteration 30Q: 3 clusters Score -500193.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -500210.250000 Penalty: 4159.994141
	Iteration 31Q: 3 clusters Score -500210.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -500224.812500 Penalty: 4159.994141
	Iteration 32Q: 3 clusters Score -500224.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -500242.000000 Penalty: 4159.994141
	Iteration 33Q: 3 clusters Score -500242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -500260.343750 Penalty: 4159.994141
	Iteration 34Q: 3 clusters Score -500260.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -500279.218750 Penalty: 4159.994141
	Iteration 35Q: 3 clusters Score -500279.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -500306.031250 Penalty: 4159.994141
	Iteration 36Q: 3 clusters Score -500306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -500338.968750 Penalty: 4159.994141
	Iteration 37Q: 3 clusters Score -500339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -500373.125000 Penalty: 4159.994141
	Iteration 38Q: 3 clusters Score -500373.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -500419.875000 Penalty: 4159.994141
	Iteration 39Q: 3 clusters Score -500419.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -500495.468750 Penalty: 4159.994141
	Iteration 40F: 3 clusters Score -500495.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -500596.750000 Penalty: 4159.994141
	Iteration 41Q: 3 clusters Score -500596.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -500704.812500 Penalty: 4159.994141
	Iteration 42Q: 3 clusters Score -500704.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -500798.062500 Penalty: 4159.994141
	Iteration 43Q: 3 clusters Score -500798.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -500855.437500 Penalty: 4159.994141
	Iteration 44Q: 3 clusters Score -500855.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -500898.000000 Penalty: 4159.994141
	Iteration 45Q: 3 clusters Score -500898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -500922.406250 Penalty: 4159.994141
	Iteration 46Q: 3 clusters Score -500922.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -500944.968750 Penalty: 4159.994141
	Iteration 47Q: 3 clusters Score -500945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -500961.968750 Penalty: 4159.994141
	Iteration 48Q: 3 clusters Score -500962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -500973.500000 Penalty: 4159.994141
	Iteration 49Q: 3 clusters Score -500973.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -500980.593750 Penalty: 4159.994141
	Iteration 50Q: 3 clusters Score -500980.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -500986.625000 Penalty: 4159.994141
	Iteration 51Q: 3 clusters Score -500986.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -500992.500000 Penalty: 4159.994141
	Iteration 52Q: 3 clusters Score -500992.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -500998.531250 Penalty: 4159.994141
	Iteration 53Q: 3 clusters Score -500998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -500999.968750 Penalty: 4159.994141
	Iteration 54Q: 3 clusters Score -501000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -501002.062500 Penalty: 4159.994141
	Iteration 55Q: 3 clusters Score -501002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -501004.531250 Penalty: 4159.994141
	Iteration 56Q: 3 clusters Score -501004.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -501010.406250 Penalty: 4159.994141
	Iteration 57Q: 3 clusters Score -501010.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -501015.781250 Penalty: 4159.994141
	Iteration 58Q: 3 clusters Score -501015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -501023.281250 Penalty: 4159.994141
	Iteration 59Q: 3 clusters Score -501023.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -501031.187500 Penalty: 4159.994141
	Iteration 60F: 3 clusters Score -501031.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -501037.187500 Penalty: 4159.994141
	Iteration 61Q: 3 clusters Score -501037.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -501040.562500 Penalty: 4159.994141
	Iteration 62Q: 3 clusters Score -501040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -501041.781250 Penalty: 4159.994141
	Iteration 63Q: 3 clusters Score -501041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -501043.968750 Penalty: 4159.994141
	Iteration 64Q: 3 clusters Score -501044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -501046.093750 Penalty: 4159.994141
	Iteration 65Q: 3 clusters Score -501046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -501048.187500 Penalty: 4159.994141
	Iteration 66Q: 3 clusters Score -501048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -501052.625000 Penalty: 4159.994141
	Iteration 67Q: 3 clusters Score -501052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -501053.968750 Penalty: 4159.994141
	Iteration 68Q: 3 clusters Score -501054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -501055.437500 Penalty: 4159.994141
	Iteration 69Q: 3 clusters Score -501055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -501057.843750 Penalty: 4159.994141
	Iteration 70Q: 3 clusters Score -501057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -501058.531250 Penalty: 4159.994141
	Iteration 71Q: 3 clusters Score -501058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -501059.312500 Penalty: 4159.994141
	Iteration 72Q: 3 clusters Score -501059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -501060.250000 Penalty: 4159.994141
	Iteration 73Q: 3 clusters Score -501060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -501060.250000 Penalty: 4159.994141
	Iteration 74F: 3 clusters Score -501060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (16025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Entering Unmasked Estep 
Score: -1786725.750000 Penalty: 2401.112549
	Iteration 0F: 2 clusters Score -1786726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1775272.625000 Penalty: 4802.225098
	Iteration 0F: 3 clusters Score -1775273 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1779098.750000 Penalty: 4802.225098
	Iteration 1F: 3 clusters Score -1779099 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1779594.000000 Penalty: 4802.225098
	Iteration 2F: 3 clusters Score -1779594 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1780010.625000 Penalty: 4802.225098
	Iteration 3F: 3 clusters Score -1780011 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1780337.500000 Penalty: 4802.225098
	Iteration 4Q: 3 clusters Score -1780338 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1780641.375000 Penalty: 4802.225098
	Iteration 5Q: 3 clusters Score -1780641 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1780902.250000 Penalty: 4802.225098
	Iteration 6Q: 3 clusters Score -1780902 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1781171.000000 Penalty: 4802.225098
	Iteration 7Q: 3 clusters Score -1781171 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1781406.250000 Penalty: 4802.225098
	Iteration 8Q: 3 clusters Score -1781406 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1781613.500000 Penalty: 4802.225098
	Iteration 9Q: 3 clusters Score -1781614 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1781785.875000 Penalty: 4802.225098
	Iteration 10Q: 3 clusters Score -1781786 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1781957.875000 Penalty: 4802.225098
	Iteration 11Q: 3 clusters Score -1781958 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1782134.125000 Penalty: 4802.225098
	Iteration 12Q: 3 clusters Score -1782134 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1782303.375000 Penalty: 4802.225098
	Iteration 13Q: 3 clusters Score -1782303 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1782487.500000 Penalty: 4802.225098
	Iteration 14Q: 3 clusters Score -1782488 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1782643.875000 Penalty: 4802.225098
	Iteration 15Q: 3 clusters Score -1782644 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1782807.250000 Penalty: 4802.225098
	Iteration 16Q: 3 clusters Score -1782807 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1782943.375000 Penalty: 4802.225098
	Iteration 17Q: 3 clusters Score -1782943 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1783067.875000 Penalty: 4802.225098
	Iteration 18Q: 3 clusters Score -1783068 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1783161.250000 Penalty: 4802.225098
	Iteration 19Q: 3 clusters Score -1783161 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1783229.375000 Penalty: 4802.225098
	Iteration 20F: 3 clusters Score -1783229 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1783291.375000 Penalty: 4802.225098
	Iteration 21Q: 3 clusters Score -1783291 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1783350.500000 Penalty: 4802.225098
	Iteration 22Q: 3 clusters Score -1783350 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1783404.750000 Penalty: 4802.225098
	Iteration 23Q: 3 clusters Score -1783405 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1783457.375000 Penalty: 4802.225098
	Iteration 24Q: 3 clusters Score -1783457 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1783487.250000 Penalty: 4802.225098
	Iteration 25Q: 3 clusters Score -1783487 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1783519.625000 Penalty: 4802.225098
	Iteration 26Q: 3 clusters Score -1783520 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1783544.875000 Penalty: 4802.225098
	Iteration 27Q: 3 clusters Score -1783545 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1783571.625000 Penalty: 4802.225098
	Iteration 28Q: 3 clusters Score -1783572 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1783600.625000 Penalty: 4802.225098
	Iteration 29Q: 3 clusters Score -1783601 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1783630.500000 Penalty: 4802.225098
	Iteration 30Q: 3 clusters Score -1783630 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1783648.500000 Penalty: 4802.225098
	Iteration 31Q: 3 clusters Score -1783648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1783670.000000 Penalty: 4802.225098
	Iteration 32Q: 3 clusters Score -1783670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1783677.250000 Penalty: 4802.225098
	Iteration 33Q: 3 clusters Score -1783677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1783691.375000 Penalty: 4802.225098
	Iteration 34Q: 3 clusters Score -1783691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1783710.250000 Penalty: 4802.225098
	Iteration 35Q: 3 clusters Score -1783710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1783727.875000 Penalty: 4802.225098
	Iteration 36Q: 3 clusters Score -1783728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1783739.250000 Penalty: 4802.225098
	Iteration 37Q: 3 clusters Score -1783739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1783757.750000 Penalty: 4802.225098
	Iteration 38Q: 3 clusters Score -1783758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1783776.250000 Penalty: 4802.225098
	Iteration 39Q: 3 clusters Score -1783776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1783797.750000 Penalty: 4802.225098
	Iteration 40F: 3 clusters Score -1783798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1783806.875000 Penalty: 4802.225098
	Iteration 41Q: 3 clusters Score -1783807 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1783834.250000 Penalty: 4802.225098
	Iteration 42Q: 3 clusters Score -1783834 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1783851.125000 Penalty: 4802.225098
	Iteration 43Q: 3 clusters Score -1783851 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1783864.875000 Penalty: 4802.225098
	Iteration 44Q: 3 clusters Score -1783865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1783880.250000 Penalty: 4802.225098
	Iteration 45Q: 3 clusters Score -1783880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1783903.875000 Penalty: 4802.225098
	Iteration 46Q: 3 clusters Score -1783904 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1783930.625000 Penalty: 4802.225098
	Iteration 47Q: 3 clusters Score -1783931 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1783950.125000 Penalty: 4802.225098
	Iteration 48Q: 3 clusters Score -1783950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1783980.375000 Penalty: 4802.225098
	Iteration 49Q: 3 clusters Score -1783980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1784011.500000 Penalty: 4802.225098
	Iteration 50Q: 3 clusters Score -1784012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1784047.125000 Penalty: 4802.225098
	Iteration 51Q: 3 clusters Score -1784047 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1784070.000000 Penalty: 4802.225098
	Iteration 52Q: 3 clusters Score -1784070 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1784111.500000 Penalty: 4802.225098
	Iteration 53Q: 3 clusters Score -1784112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1784152.875000 Penalty: 4802.225098
	Iteration 54Q: 3 clusters Score -1784153 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1784187.875000 Penalty: 4802.225098
	Iteration 55Q: 3 clusters Score -1784188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1784233.375000 Penalty: 4802.225098
	Iteration 56Q: 3 clusters Score -1784233 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1784266.750000 Penalty: 4802.225098
	Iteration 57Q: 3 clusters Score -1784267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1784304.375000 Penalty: 4802.225098
	Iteration 58Q: 3 clusters Score -1784304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1784343.625000 Penalty: 4802.225098
	Iteration 59Q: 3 clusters Score -1784344 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1784391.500000 Penalty: 4802.225098
	Iteration 60F: 3 clusters Score -1784392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1784420.625000 Penalty: 4802.225098
	Iteration 61Q: 3 clusters Score -1784421 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1784459.625000 Penalty: 4802.225098
	Iteration 62Q: 3 clusters Score -1784460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1784490.250000 Penalty: 4802.225098
	Iteration 63Q: 3 clusters Score -1784490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1784505.375000 Penalty: 4802.225098
	Iteration 64Q: 3 clusters Score -1784505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1784518.250000 Penalty: 4802.225098
	Iteration 65Q: 3 clusters Score -1784518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1784532.750000 Penalty: 4802.225098
	Iteration 66Q: 3 clusters Score -1784533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1784544.375000 Penalty: 4802.225098
	Iteration 67Q: 3 clusters Score -1784544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1784557.500000 Penalty: 4802.225098
	Iteration 68Q: 3 clusters Score -1784558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1784565.750000 Penalty: 4802.225098
	Iteration 69Q: 3 clusters Score -1784566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1784574.250000 Penalty: 4802.225098
	Iteration 70Q: 3 clusters Score -1784574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1784581.875000 Penalty: 4802.225098
	Iteration 71Q: 3 clusters Score -1784582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1784591.750000 Penalty: 4802.225098
	Iteration 72Q: 3 clusters Score -1784592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1784611.500000 Penalty: 4802.225098
	Iteration 73Q: 3 clusters Score -1784612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1784629.875000 Penalty: 4802.225098
	Iteration 74Q: 3 clusters Score -1784630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1784635.875000 Penalty: 4802.225098
	Iteration 75Q: 3 clusters Score -1784636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1784649.750000 Penalty: 4802.225098
	Iteration 76Q: 3 clusters Score -1784650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1784656.875000 Penalty: 4802.225098
	Iteration 77Q: 3 clusters Score -1784657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1784670.750000 Penalty: 4802.225098
	Iteration 78Q: 3 clusters Score -1784671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1784676.875000 Penalty: 4802.225098
	Iteration 79Q: 3 clusters Score -1784677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1784678.250000 Penalty: 4802.225098
	Iteration 80F: 3 clusters Score -1784678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1784688.625000 Penalty: 4802.225098
	Iteration 81Q: 3 clusters Score -1784689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1784694.000000 Penalty: 4802.225098
	Iteration 82Q: 3 clusters Score -1784694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1784699.250000 Penalty: 4802.225098
	Iteration 83Q: 3 clusters Score -1784699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1784708.625000 Penalty: 4802.225098
	Iteration 84Q: 3 clusters Score -1784709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1784713.000000 Penalty: 4802.225098
	Iteration 85Q: 3 clusters Score -1784713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1784718.625000 Penalty: 4802.225098
	Iteration 86Q: 3 clusters Score -1784719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1784719.000000 Penalty: 4802.225098
	Iteration 87Q: 3 clusters Score -1784719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1784723.000000 Penalty: 4802.225098
	Iteration 88Q: 3 clusters Score -1784723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1784724.250000 Penalty: 4802.225098
	Iteration 89Q: 3 clusters Score -1784724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1784724.250000 Penalty: 4802.225098
	Iteration 90F: 3 clusters Score -1784724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -280812.906250 Penalty: 1880.140015
	Iteration 0F: 2 clusters Score -280812.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -278242.187500 Penalty: 3760.280029
	Iteration 0F: 3 clusters Score -278242.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -278917.968750 Penalty: 3760.280029
	Iteration 1F: 3 clusters Score -278918 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -279285.000000 Penalty: 3760.280029
	Iteration 2F: 3 clusters Score -279285 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -279540.437500 Penalty: 3760.280029
	Iteration 3F: 3 clusters Score -279540.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -279928.562500 Penalty: 3760.280029
	Iteration 4F: 3 clusters Score -279928.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -280275.656250 Penalty: 3760.280029
	Iteration 5F: 3 clusters Score -280275.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -280420.656250 Penalty: 3760.280029
	Iteration 6Q: 3 clusters Score -280420.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -280514.343750 Penalty: 3760.280029
	Iteration 7Q: 3 clusters Score -280514.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -280576.187500 Penalty: 3760.280029
	Iteration 8Q: 3 clusters Score -280576.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -280625.718750 Penalty: 3760.280029
	Iteration 9Q: 3 clusters Score -280625.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -280645.750000 Penalty: 3760.280029
	Iteration 10Q: 3 clusters Score -280645.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -280667.281250 Penalty: 3760.280029
	Iteration 11Q: 3 clusters Score -280667.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -280698.375000 Penalty: 3760.280029
	Iteration 12Q: 3 clusters Score -280698.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -280722.343750 Penalty: 3760.280029
	Iteration 13Q: 3 clusters Score -280722.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -280743.125000 Penalty: 3760.280029
	Iteration 14Q: 3 clusters Score -280743.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -280754.500000 Penalty: 3760.280029
	Iteration 15Q: 3 clusters Score -280754.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -280770.906250 Penalty: 3760.280029
	Iteration 16Q: 3 clusters Score -280770.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -280788.062500 Penalty: 3760.280029
	Iteration 17Q: 3 clusters Score -280788.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -280811.875000 Penalty: 3760.280029
	Iteration 18Q: 3 clusters Score -280811.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -280828.468750 Penalty: 3760.280029
	Iteration 19Q: 3 clusters Score -280828.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -280841.468750 Penalty: 3760.280029
	Iteration 20F: 3 clusters Score -280841.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -280848.093750 Penalty: 3760.280029
	Iteration 21Q: 3 clusters Score -280848.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -280854.000000 Penalty: 3760.280029
	Iteration 22Q: 3 clusters Score -280854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -280862.812500 Penalty: 3760.280029
	Iteration 23Q: 3 clusters Score -280862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -280877.031250 Penalty: 3760.280029
	Iteration 24Q: 3 clusters Score -280877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -280891.343750 Penalty: 3760.280029
	Iteration 25Q: 3 clusters Score -280891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -280909.843750 Penalty: 3760.280029
	Iteration 26Q: 3 clusters Score -280909.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -280931.468750 Penalty: 3760.280029
	Iteration 27Q: 3 clusters Score -280931.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -280970.125000 Penalty: 3760.280029
	Iteration 28Q: 3 clusters Score -280970.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -281014.625000 Penalty: 3760.280029
	Iteration 29Q: 3 clusters Score -281014.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -281141.937500 Penalty: 3760.280029
	Iteration 30Q: 3 clusters Score -281141.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -281314.250000 Penalty: 3760.280029
	Iteration 31Q: 3 clusters Score -281314.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -281418.125000 Penalty: 3760.280029
	Iteration 32Q: 3 clusters Score -281418.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -281506.531250 Penalty: 3760.280029
	Iteration 33Q: 3 clusters Score -281506.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -281556.968750 Penalty: 3760.280029
	Iteration 34Q: 3 clusters Score -281557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -281584.593750 Penalty: 3760.280029
	Iteration 35Q: 3 clusters Score -281584.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -281596.437500 Penalty: 3760.280029
	Iteration 36Q: 3 clusters Score -281596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -281605.125000 Penalty: 3760.280029
	Iteration 37Q: 3 clusters Score -281605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -281611.093750 Penalty: 3760.280029
	Iteration 38Q: 3 clusters Score -281611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -281617.000000 Penalty: 3760.280029
	Iteration 39Q: 3 clusters Score -281617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -281634.062500 Penalty: 3760.280029
	Iteration 40F: 3 clusters Score -281634.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -281660.156250 Penalty: 3760.280029
	Iteration 41Q: 3 clusters Score -281660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -281673.593750 Penalty: 3760.280029
	Iteration 42Q: 3 clusters Score -281673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -281686.843750 Penalty: 3760.280029
	Iteration 43Q: 3 clusters Score -281686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -281692.656250 Penalty: 3760.280029
	Iteration 44Q: 3 clusters Score -281692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -281693.250000 Penalty: 3760.280029
	Iteration 45Q: 3 clusters Score -281693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -281693.250000 Penalty: 3760.280029
	Iteration 46F: 3 clusters Score -281693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60510 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25099 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10169 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51348 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186668 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41365 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16025 members 
Mstep: Class 55 contains 750 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 1211 members 
Entering Unmasked Estep 
Score: -133771304.000000 Penalty: 228816.234375
Splitting cluster 55 changes total score from -133771968.000000 to -133771304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (9389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Entering Unmasked Estep 
Score: -952989.687500 Penalty: 2268.528809
	Iteration 0F: 2 clusters Score -952989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -945809.687500 Penalty: 4537.057617
	Iteration 0F: 3 clusters Score -945809.7 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -948315.562500 Penalty: 4537.057617
	Iteration 1F: 3 clusters Score -948315.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -949017.000000 Penalty: 4537.057617
	Iteration 2F: 3 clusters Score -949017 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -949596.125000 Penalty: 4537.057617
	Iteration 3F: 3 clusters Score -949596.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -950049.375000 Penalty: 4537.057617
	Iteration 4F: 3 clusters Score -950049.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -950398.687500 Penalty: 4537.057617
	Iteration 5F: 3 clusters Score -950398.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -950682.812500 Penalty: 4537.057617
	Iteration 6Q: 3 clusters Score -950682.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -950987.375000 Penalty: 4537.057617
	Iteration 7Q: 3 clusters Score -950987.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -951221.625000 Penalty: 4537.057617
	Iteration 8Q: 3 clusters Score -951221.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -951378.375000 Penalty: 4537.057617
	Iteration 9Q: 3 clusters Score -951378.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -951487.312500 Penalty: 4537.057617
	Iteration 10Q: 3 clusters Score -951487.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -951565.312500 Penalty: 4537.057617
	Iteration 11Q: 3 clusters Score -951565.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -951632.187500 Penalty: 4537.057617
	Iteration 12Q: 3 clusters Score -951632.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -951684.625000 Penalty: 4537.057617
	Iteration 13Q: 3 clusters Score -951684.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -951724.000000 Penalty: 4537.057617
	Iteration 14Q: 3 clusters Score -951724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -951748.687500 Penalty: 4537.057617
	Iteration 15Q: 3 clusters Score -951748.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -951771.687500 Penalty: 4537.057617
	Iteration 16Q: 3 clusters Score -951771.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -951793.125000 Penalty: 4537.057617
	Iteration 17Q: 3 clusters Score -951793.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -951812.437500 Penalty: 4537.057617
	Iteration 18Q: 3 clusters Score -951812.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -951827.937500 Penalty: 4537.057617
	Iteration 19Q: 3 clusters Score -951827.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -951851.875000 Penalty: 4537.057617
	Iteration 20F: 3 clusters Score -951851.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -951881.125000 Penalty: 4537.057617
	Iteration 21Q: 3 clusters Score -951881.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -951908.250000 Penalty: 4537.057617
	Iteration 22Q: 3 clusters Score -951908.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -951936.000000 Penalty: 4537.057617
	Iteration 23Q: 3 clusters Score -951936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -951965.875000 Penalty: 4537.057617
	Iteration 24Q: 3 clusters Score -951965.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -952001.312500 Penalty: 4537.057617
	Iteration 25Q: 3 clusters Score -952001.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -952036.312500 Penalty: 4537.057617
	Iteration 26Q: 3 clusters Score -952036.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -952071.062500 Penalty: 4537.057617
	Iteration 27Q: 3 clusters Score -952071.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -952091.437500 Penalty: 4537.057617
	Iteration 28Q: 3 clusters Score -952091.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -952110.062500 Penalty: 4537.057617
	Iteration 29Q: 3 clusters Score -952110.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -952128.375000 Penalty: 4537.057617
	Iteration 30Q: 3 clusters Score -952128.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -952134.500000 Penalty: 4537.057617
	Iteration 31Q: 3 clusters Score -952134.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -952145.000000 Penalty: 4537.057617
	Iteration 32Q: 3 clusters Score -952145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -952156.500000 Penalty: 4537.057617
	Iteration 33Q: 3 clusters Score -952156.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -952165.062500 Penalty: 4537.057617
	Iteration 34Q: 3 clusters Score -952165.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -952176.375000 Penalty: 4537.057617
	Iteration 35Q: 3 clusters Score -952176.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -952190.812500 Penalty: 4537.057617
	Iteration 36Q: 3 clusters Score -952190.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -952199.062500 Penalty: 4537.057617
	Iteration 37Q: 3 clusters Score -952199.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -952211.562500 Penalty: 4537.057617
	Iteration 38Q: 3 clusters Score -952211.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -952220.375000 Penalty: 4537.057617
	Iteration 39Q: 3 clusters Score -952220.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -952223.562500 Penalty: 4537.057617
	Iteration 40F: 3 clusters Score -952223.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -952228.750000 Penalty: 4537.057617
	Iteration 41Q: 3 clusters Score -952228.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -952236.312500 Penalty: 4537.057617
	Iteration 42Q: 3 clusters Score -952236.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -952239.812500 Penalty: 4537.057617
	Iteration 43Q: 3 clusters Score -952239.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -952248.000000 Penalty: 4537.057617
	Iteration 44Q: 3 clusters Score -952248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -952248.875000 Penalty: 4537.057617
	Iteration 45Q: 3 clusters Score -952248.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -952253.437500 Penalty: 4537.057617
	Iteration 46Q: 3 clusters Score -952253.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -952256.812500 Penalty: 4537.057617
	Iteration 47Q: 3 clusters Score -952256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -952259.062500 Penalty: 4537.057617
	Iteration 48Q: 3 clusters Score -952259.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -952262.500000 Penalty: 4537.057617
	Iteration 49Q: 3 clusters Score -952262.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -952270.125000 Penalty: 4537.057617
	Iteration 50Q: 3 clusters Score -952270.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -952275.062500 Penalty: 4537.057617
	Iteration 51Q: 3 clusters Score -952275.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -952280.625000 Penalty: 4537.057617
	Iteration 52Q: 3 clusters Score -952280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -952282.000000 Penalty: 4537.057617
	Iteration 53Q: 3 clusters Score -952282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -952284.062500 Penalty: 4537.057617
	Iteration 54Q: 3 clusters Score -952284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -952286.937500 Penalty: 4537.057617
	Iteration 55Q: 3 clusters Score -952286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -952288.437500 Penalty: 4537.057617
	Iteration 56Q: 3 clusters Score -952288.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -952291.937500 Penalty: 4537.057617
	Iteration 57Q: 3 clusters Score -952291.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -952296.312500 Penalty: 4537.057617
	Iteration 58Q: 3 clusters Score -952296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -952296.000000 Penalty: 4537.057617
	Iteration 59Q: 3 clusters Score -952296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -952297.687500 Penalty: 4537.057617
	Iteration 60F: 3 clusters Score -952297.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -952298.375000 Penalty: 4537.057617
	Iteration 61Q: 3 clusters Score -952298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -952297.937500 Penalty: 4537.057617
	Iteration 62Q: 3 clusters Score -952297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -952296.812500 Penalty: 4537.057617
	Iteration 63Q: 3 clusters Score -952296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -952296.625000 Penalty: 4537.057617
	Iteration 64Q: 3 clusters Score -952296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -952297.125000 Penalty: 4537.057617
	Iteration 65Q: 3 clusters Score -952297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -952297.125000 Penalty: 4537.057617
	Iteration 66F: 3 clusters Score -952297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Entering Unmasked Estep 
Score: -626289.625000 Penalty: 2136.486328
	Iteration 0F: 2 clusters Score -626289.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -621433.937500 Penalty: 4272.972656
	Iteration 0F: 3 clusters Score -621433.9 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -622629.750000 Penalty: 4272.972656
	Iteration 1F: 3 clusters Score -622629.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -622833.437500 Penalty: 4272.972656
	Iteration 2F: 3 clusters Score -622833.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -623017.437500 Penalty: 4272.972656
	Iteration 3F: 3 clusters Score -623017.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -623203.375000 Penalty: 4272.972656
	Iteration 4Q: 3 clusters Score -623203.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -623413.812500 Penalty: 4272.972656
	Iteration 5Q: 3 clusters Score -623413.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -623673.250000 Penalty: 4272.972656
	Iteration 6F: 3 clusters Score -623673.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -623961.687500 Penalty: 4272.972656
	Iteration 7F: 3 clusters Score -623961.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -624222.437500 Penalty: 4272.972656
	Iteration 8Q: 3 clusters Score -624222.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -624432.625000 Penalty: 4272.972656
	Iteration 9Q: 3 clusters Score -624432.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -624593.000000 Penalty: 4272.972656
	Iteration 10Q: 3 clusters Score -624593 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -624704.187500 Penalty: 4272.972656
	Iteration 11Q: 3 clusters Score -624704.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -624774.812500 Penalty: 4272.972656
	Iteration 12Q: 3 clusters Score -624774.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -624824.625000 Penalty: 4272.972656
	Iteration 13Q: 3 clusters Score -624824.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -624858.875000 Penalty: 4272.972656
	Iteration 14Q: 3 clusters Score -624858.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -624881.750000 Penalty: 4272.972656
	Iteration 15Q: 3 clusters Score -624881.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -624896.625000 Penalty: 4272.972656
	Iteration 16Q: 3 clusters Score -624896.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -624914.062500 Penalty: 4272.972656
	Iteration 17Q: 3 clusters Score -624914.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -624922.187500 Penalty: 4272.972656
	Iteration 18Q: 3 clusters Score -624922.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -624926.125000 Penalty: 4272.972656
	Iteration 19Q: 3 clusters Score -624926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -624930.375000 Penalty: 4272.972656
	Iteration 20F: 3 clusters Score -624930.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -624935.250000 Penalty: 4272.972656
	Iteration 21Q: 3 clusters Score -624935.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -624939.250000 Penalty: 4272.972656
	Iteration 22Q: 3 clusters Score -624939.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -624943.250000 Penalty: 4272.972656
	Iteration 23Q: 3 clusters Score -624943.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -624948.125000 Penalty: 4272.972656
	Iteration 24Q: 3 clusters Score -624948.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -624954.312500 Penalty: 4272.972656
	Iteration 25Q: 3 clusters Score -624954.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -624956.125000 Penalty: 4272.972656
	Iteration 26Q: 3 clusters Score -624956.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -624963.812500 Penalty: 4272.972656
	Iteration 27Q: 3 clusters Score -624963.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -624969.312500 Penalty: 4272.972656
	Iteration 28Q: 3 clusters Score -624969.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -624971.062500 Penalty: 4272.972656
	Iteration 29Q: 3 clusters Score -624971.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -624974.562500 Penalty: 4272.972656
	Iteration 30Q: 3 clusters Score -624974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -624979.250000 Penalty: 4272.972656
	Iteration 31Q: 3 clusters Score -624979.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -624984.187500 Penalty: 4272.972656
	Iteration 32Q: 3 clusters Score -624984.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -624987.625000 Penalty: 4272.972656
	Iteration 33Q: 3 clusters Score -624987.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -624991.625000 Penalty: 4272.972656
	Iteration 34Q: 3 clusters Score -624991.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -624996.875000 Penalty: 4272.972656
	Iteration 35Q: 3 clusters Score -624996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -624998.750000 Penalty: 4272.972656
	Iteration 36Q: 3 clusters Score -624998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -625000.437500 Penalty: 4272.972656
	Iteration 37Q: 3 clusters Score -625000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -625003.000000 Penalty: 4272.972656
	Iteration 38Q: 3 clusters Score -625003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -625002.750000 Penalty: 4272.972656
	Iteration 39Q: 3 clusters Score -625002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -625002.937500 Penalty: 4272.972656
	Iteration 40F: 3 clusters Score -625002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -625002.062500 Penalty: 4272.972656
	Iteration 41Q: 3 clusters Score -625002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -625002.062500 Penalty: 4272.972656
	Iteration 42F: 3 clusters Score -625002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -280881.562500 Penalty: 1934.542114
	Iteration 0F: 2 clusters Score -280881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -277956.406250 Penalty: 3869.084229
	Iteration 0F: 3 clusters Score -277956.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -278468.625000 Penalty: 3869.084229
	Iteration 1F: 3 clusters Score -278468.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -278599.406250 Penalty: 3869.084229
	Iteration 2F: 3 clusters Score -278599.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -278661.156250 Penalty: 3869.084229
	Iteration 3Q: 3 clusters Score -278661.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -278697.656250 Penalty: 3869.084229
	Iteration 4Q: 3 clusters Score -278697.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -278725.468750 Penalty: 3869.084229
	Iteration 5Q: 3 clusters Score -278725.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -278738.593750 Penalty: 3869.084229
	Iteration 6Q: 3 clusters Score -278738.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -278755.593750 Penalty: 3869.084229
	Iteration 7Q: 3 clusters Score -278755.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -278772.093750 Penalty: 3869.084229
	Iteration 8Q: 3 clusters Score -278772.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -278780.843750 Penalty: 3869.084229
	Iteration 9Q: 3 clusters Score -278780.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -278788.750000 Penalty: 3869.084229
	Iteration 10Q: 3 clusters Score -278788.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -278796.437500 Penalty: 3869.084229
	Iteration 11Q: 3 clusters Score -278796.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -278801.656250 Penalty: 3869.084229
	Iteration 12Q: 3 clusters Score -278801.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -278809.250000 Penalty: 3869.084229
	Iteration 13Q: 3 clusters Score -278809.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -278814.562500 Penalty: 3869.084229
	Iteration 14Q: 3 clusters Score -278814.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -278821.625000 Penalty: 3869.084229
	Iteration 15Q: 3 clusters Score -278821.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -278829.437500 Penalty: 3869.084229
	Iteration 16Q: 3 clusters Score -278829.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -278836.468750 Penalty: 3869.084229
	Iteration 17Q: 3 clusters Score -278836.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -278844.750000 Penalty: 3869.084229
	Iteration 18Q: 3 clusters Score -278844.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -278851.062500 Penalty: 3869.084229
	Iteration 19Q: 3 clusters Score -278851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -278856.031250 Penalty: 3869.084229
	Iteration 20F: 3 clusters Score -278856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -278858.218750 Penalty: 3869.084229
	Iteration 21Q: 3 clusters Score -278858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -278863.156250 Penalty: 3869.084229
	Iteration 22Q: 3 clusters Score -278863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -278864.312500 Penalty: 3869.084229
	Iteration 23Q: 3 clusters Score -278864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -278865.687500 Penalty: 3869.084229
	Iteration 24Q: 3 clusters Score -278865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -278867.375000 Penalty: 3869.084229
	Iteration 25Q: 3 clusters Score -278867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -278868.031250 Penalty: 3869.084229
	Iteration 26Q: 3 clusters Score -278868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -278870.437500 Penalty: 3869.084229
	Iteration 27Q: 3 clusters Score -278870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -278875.656250 Penalty: 3869.084229
	Iteration 28Q: 3 clusters Score -278875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -278880.187500 Penalty: 3869.084229
	Iteration 29Q: 3 clusters Score -278880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -278885.156250 Penalty: 3869.084229
	Iteration 30Q: 3 clusters Score -278885.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -278891.343750 Penalty: 3869.084229
	Iteration 31Q: 3 clusters Score -278891.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -278896.593750 Penalty: 3869.084229
	Iteration 32Q: 3 clusters Score -278896.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -278902.968750 Penalty: 3869.084229
	Iteration 33Q: 3 clusters Score -278903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -278908.343750 Penalty: 3869.084229
	Iteration 34Q: 3 clusters Score -278908.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -278910.718750 Penalty: 3869.084229
	Iteration 35Q: 3 clusters Score -278910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -278913.406250 Penalty: 3869.084229
	Iteration 36Q: 3 clusters Score -278913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -278914.687500 Penalty: 3869.084229
	Iteration 37Q: 3 clusters Score -278914.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -278918.531250 Penalty: 3869.084229
	Iteration 38Q: 3 clusters Score -278918.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -278919.312500 Penalty: 3869.084229
	Iteration 39Q: 3 clusters Score -278919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -278920.312500 Penalty: 3869.084229
	Iteration 40F: 3 clusters Score -278920.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -278921.312500 Penalty: 3869.084229
	Iteration 41Q: 3 clusters Score -278921.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -278921.125000 Penalty: 3869.084229
	Iteration 42Q: 3 clusters Score -278921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -278921.125000 Penalty: 3869.084229
	Iteration 43F: 3 clusters Score -278921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Entering Unmasked Estep 
Score: -464796.093750 Penalty: 2003.360840
	Iteration 0F: 2 clusters Score -464796.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -461472.312500 Penalty: 4006.721680
	Iteration 0F: 3 clusters Score -461472.3 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -462448.187500 Penalty: 4006.721680
	Iteration 1F: 3 clusters Score -462448.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -462855.531250 Penalty: 4006.721680
	Iteration 2F: 3 clusters Score -462855.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -463253.875000 Penalty: 4006.721680
	Iteration 3F: 3 clusters Score -463253.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -463601.718750 Penalty: 4006.721680
	Iteration 4F: 3 clusters Score -463601.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -463800.656250 Penalty: 4006.721680
	Iteration 5F: 3 clusters Score -463800.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -463890.531250 Penalty: 4006.721680
	Iteration 6Q: 3 clusters Score -463890.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -463945.656250 Penalty: 4006.721680
	Iteration 7Q: 3 clusters Score -463945.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -463991.687500 Penalty: 4006.721680
	Iteration 8Q: 3 clusters Score -463991.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -464049.875000 Penalty: 4006.721680
	Iteration 9Q: 3 clusters Score -464049.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -464089.750000 Penalty: 4006.721680
	Iteration 10Q: 3 clusters Score -464089.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -464119.031250 Penalty: 4006.721680
	Iteration 11Q: 3 clusters Score -464119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -464132.875000 Penalty: 4006.721680
	Iteration 12Q: 3 clusters Score -464132.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -464142.812500 Penalty: 4006.721680
	Iteration 13Q: 3 clusters Score -464142.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -464150.875000 Penalty: 4006.721680
	Iteration 14Q: 3 clusters Score -464150.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -464156.906250 Penalty: 4006.721680
	Iteration 15Q: 3 clusters Score -464156.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -464163.468750 Penalty: 4006.721680
	Iteration 16Q: 3 clusters Score -464163.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -464171.843750 Penalty: 4006.721680
	Iteration 17Q: 3 clusters Score -464171.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -464181.031250 Penalty: 4006.721680
	Iteration 18Q: 3 clusters Score -464181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -464188.843750 Penalty: 4006.721680
	Iteration 19Q: 3 clusters Score -464188.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -464197.781250 Penalty: 4006.721680
	Iteration 20F: 3 clusters Score -464197.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -464209.937500 Penalty: 4006.721680
	Iteration 21Q: 3 clusters Score -464209.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -464217.906250 Penalty: 4006.721680
	Iteration 22Q: 3 clusters Score -464217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -464222.500000 Penalty: 4006.721680
	Iteration 23Q: 3 clusters Score -464222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -464225.718750 Penalty: 4006.721680
	Iteration 24Q: 3 clusters Score -464225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -464231.093750 Penalty: 4006.721680
	Iteration 25Q: 3 clusters Score -464231.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -464234.000000 Penalty: 4006.721680
	Iteration 26Q: 3 clusters Score -464234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -464237.187500 Penalty: 4006.721680
	Iteration 27Q: 3 clusters Score -464237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -464237.531250 Penalty: 4006.721680
	Iteration 28Q: 3 clusters Score -464237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -464238.968750 Penalty: 4006.721680
	Iteration 29Q: 3 clusters Score -464239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -464239.906250 Penalty: 4006.721680
	Iteration 30Q: 3 clusters Score -464239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -464240.000000 Penalty: 4006.721680
	Iteration 31Q: 3 clusters Score -464240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -464240.000000 Penalty: 4006.721680
	Iteration 32F: 3 clusters Score -464240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -125338.820312 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -125338.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -123549.507812 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -123549.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -124357.414062 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -124357.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124991.437500 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -124991.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -125356.835938 Penalty: 3371.224365
	Iteration 3F: 3 clusters Score -125356.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -125573.148438 Penalty: 3371.224365
	Iteration 4F: 3 clusters Score -125573.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125732.562500 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -125732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -125798.406250 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -125798.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -125832.781250 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -125832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -125856.593750 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -125856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -125874.359375 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -125874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125880.992188 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -125881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125888.929688 Penalty: 3371.224365
	Iteration 11Q: 3 clusters Score -125888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125898.765625 Penalty: 3371.224365
	Iteration 12Q: 3 clusters Score -125898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125903.187500 Penalty: 3371.224365
	Iteration 13Q: 3 clusters Score -125903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125909.046875 Penalty: 3371.224365
	Iteration 14F: 3 clusters Score -125909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -125920.273438 Penalty: 3371.224365
	Iteration 15Q: 3 clusters Score -125920.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -125932.921875 Penalty: 3371.224365
	Iteration 16Q: 3 clusters Score -125932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -125952.570312 Penalty: 3371.224365
	Iteration 17Q: 3 clusters Score -125952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125963.164062 Penalty: 3371.224365
	Iteration 18Q: 3 clusters Score -125963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125988.648438 Penalty: 3371.224365
	Iteration 19Q: 3 clusters Score -125988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -126024.859375 Penalty: 3371.224365
	Iteration 20F: 3 clusters Score -126024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126049.382812 Penalty: 3371.224365
	Iteration 21Q: 3 clusters Score -126049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126070.367188 Penalty: 3371.224365
	Iteration 22Q: 3 clusters Score -126070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -126079.484375 Penalty: 3371.224365
	Iteration 23Q: 3 clusters Score -126079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -126081.351562 Penalty: 3371.224365
	Iteration 24Q: 3 clusters Score -126081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126082.617188 Penalty: 3371.224365
	Iteration 25Q: 3 clusters Score -126082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126082.617188 Penalty: 3371.224365
	Iteration 26F: 3 clusters Score -126082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60510 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25099 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10169 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51348 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186668 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41365 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16025 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1518 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 680 members 
Entering Unmasked Estep 
Score: -133771008.000000 Penalty: 228816.234375
Splitting cluster 60 changes total score from -133771968.000000 to -133771008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -222120.406250 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -222120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -219866.046875 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -219866 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -220664.968750 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -220665 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -221258.250000 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -221258.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -221850.515625 Penalty: 3633.273926
	Iteration 3F: 3 clusters Score -221850.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -222402.765625 Penalty: 3633.273926
	Iteration 4F: 3 clusters Score -222402.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222872.093750 Penalty: 3633.273926
	Iteration 5F: 3 clusters Score -222872.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -223273.359375 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -223273.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -223575.812500 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -223575.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -223716.343750 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -223716.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -223765.703125 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -223765.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -223793.234375 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -223793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -223884.265625 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -223884.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -224031.265625 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -224031.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -224246.234375 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -224246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -224256.406250 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -224256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -224258.109375 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -224258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -224260.515625 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -224260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224262.625000 Penalty: 3633.273926
	Iteration 17Q: 3 clusters Score -224262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224262.625000 Penalty: 3633.273926
	Iteration 18F: 3 clusters Score -224262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60510 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25099 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10169 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51348 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186668 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41365 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16025 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 661 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 857 members 
Entering Unmasked Estep 
Score: -133772592.000000 Penalty: 228816.234375
Splitting cluster 61 changes total score from -133771968.000000 to -133772592.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 62 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -78643.914062 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -78643.91 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 305 members 
Entering Unmasked Estep 
Score: -77039.601562 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -77039.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77329.703125 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -77329.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77545.617188 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -77545.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77674.960938 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -77674.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77752.906250 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -77752.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77820.000000 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -77820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -77872.343750 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -77872.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77897.500000 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -77897.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77922.140625 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -77922.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77965.734375 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -77965.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78029.968750 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -78029.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78063.390625 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -78063.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78078.179688 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -78078.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78094.796875 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -78094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78105.906250 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -78105.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78105.906250 Penalty: 3165.380615
	Iteration 15F: 3 clusters Score -78105.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -434055.437500 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -434055.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -430851.187500 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -430851.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -431871.250000 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -431871.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -432227.125000 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -432227.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -432469.593750 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -432469.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -432671.187500 Penalty: 3984.533447
	Iteration 4F: 3 clusters Score -432671.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -432857.375000 Penalty: 3984.533447
	Iteration 5Q: 3 clusters Score -432857.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -433042.312500 Penalty: 3984.533447
	Iteration 6Q: 3 clusters Score -433042.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -433241.187500 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -433241.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -433397.812500 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -433397.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -433513.281250 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -433513.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -433587.437500 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -433587.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -433643.406250 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -433643.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -433689.718750 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -433689.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -433730.125000 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -433730.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -433754.875000 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -433754.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -433776.781250 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -433776.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -433801.562500 Penalty: 3984.533447
	Iteration 16Q: 3 clusters Score -433801.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -433820.406250 Penalty: 3984.533447
	Iteration 17Q: 3 clusters Score -433820.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -433832.187500 Penalty: 3984.533447
	Iteration 18Q: 3 clusters Score -433832.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -433839.843750 Penalty: 3984.533447
	Iteration 19Q: 3 clusters Score -433839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -433846.343750 Penalty: 3984.533447
	Iteration 20F: 3 clusters Score -433846.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -433851.968750 Penalty: 3984.533447
	Iteration 21Q: 3 clusters Score -433852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -433858.000000 Penalty: 3984.533447
	Iteration 22Q: 3 clusters Score -433858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -433865.531250 Penalty: 3984.533447
	Iteration 23Q: 3 clusters Score -433865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -433871.093750 Penalty: 3984.533447
	Iteration 24Q: 3 clusters Score -433871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -433872.281250 Penalty: 3984.533447
	Iteration 25Q: 3 clusters Score -433872.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -433872.843750 Penalty: 3984.533447
	Iteration 26Q: 3 clusters Score -433872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -433873.437500 Penalty: 3984.533447
	Iteration 27Q: 3 clusters Score -433873.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -433873.500000 Penalty: 3984.533447
	Iteration 28Q: 3 clusters Score -433873.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -433873.500000 Penalty: 3984.533447
	Iteration 29F: 3 clusters Score -433873.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -85664.890625 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -85664.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84129.273438 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -84129.27 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84583.445312 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -84583.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84797.757812 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -84797.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84910.703125 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -84910.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84967.445312 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -84967.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85022.109375 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -85022.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85027.945312 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -85027.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85029.578125 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -85029.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85030.187500 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -85030.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85030.187500 Penalty: 3223.147949
	Iteration 9F: 3 clusters Score -85030.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -54586.789062 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -54586.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53191.914062 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -53191.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53350.019531 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -53350.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53381.929688 Penalty: 2965.527344
	Iteration 2Q: 3 clusters Score -53381.93 nChanged 10
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: -53418.710938 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -53418.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53448.851562 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -53448.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53467.964844 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -53467.96 nChanged 6
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: -53493.250000 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -53493.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53509.945312 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -53509.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53514.359375 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -53514.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53517.820312 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -53517.82 nChanged 2
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: -53523.562500 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -53523.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53527.601562 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -53527.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53527.601562 Penalty: 2965.527344
	Iteration 12F: 3 clusters Score -53527.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60510 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25099 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10169 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51348 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186668 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41365 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16025 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3223 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 661 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3082 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772760.000000 Penalty: 228816.234375
Iteration 199Q: 67 clusters Score -1.337728e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17351 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36604 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60513 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25100 members 
Mstep: Class 26 contains 1043 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10171 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51349 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186667 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41365 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2637 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 875 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16021 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 644 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3107 members 
Mstep: Class 64 contains 664 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772952.000000 Penalty: 228816.234375
Iteration 200F: 67 clusters Score -1.33773e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17351 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36602 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60516 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51348 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186667 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41366 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2637 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16017 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3233 members 
Mstep: Class 60 contains 896 members 
Mstep: Class 61 contains 643 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 3042 members 
Mstep: Class 64 contains 663 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773112.000000 Penalty: 228816.234375
Iteration 201Q: 67 clusters Score -1.337731e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17351 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36598 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60518 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190055 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 17502 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186668 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2637 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16015 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3233 members 
Mstep: Class 60 contains 896 members 
Mstep: Class 61 contains 644 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 2996 members 
Mstep: Class 64 contains 661 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773128.000000 Penalty: 228816.234375
Iteration 202Q: 67 clusters Score -1.337731e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36595 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18304 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186669 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2638 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3233 members 
Mstep: Class 60 contains 896 members 
Mstep: Class 61 contains 643 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 2937 members 
Mstep: Class 64 contains 659 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 1003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773168.000000 Penalty: 228816.234375
Iteration 203Q: 67 clusters Score -1.337732e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1043 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2638 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3233 members 
Mstep: Class 60 contains 896 members 
Mstep: Class 61 contains 643 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 2899 members 
Mstep: Class 64 contains 652 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773296.000000 Penalty: 228816.234375
Iteration 204Q: 67 clusters Score -1.337733e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1201 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1050 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2639 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3233 members 
Mstep: Class 60 contains 896 members 
Mstep: Class 61 contains 643 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 2867 members 
Mstep: Class 64 contains 645 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773352.000000 Penalty: 228816.234375
Iteration 205Q: 67 clusters Score -1.337734e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1054 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2639 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3233 members 
Mstep: Class 60 contains 896 members 
Mstep: Class 61 contains 643 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 2846 members 
Mstep: Class 64 contains 641 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773400.000000 Penalty: 228816.234375
Iteration 206Q: 67 clusters Score -1.337734e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1057 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2639 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3233 members 
Mstep: Class 60 contains 896 members 
Mstep: Class 61 contains 643 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 2826 members 
Mstep: Class 64 contains 639 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773464.000000 Penalty: 228816.234375
Iteration 207Q: 67 clusters Score -1.337735e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1061 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2638 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3232 members 
Mstep: Class 60 contains 895 members 
Mstep: Class 61 contains 643 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 2814 members 
Mstep: Class 64 contains 636 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773464.000000 Penalty: 228816.234375
Iteration 208Q: 67 clusters Score -1.337735e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 875 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3232 members 
Mstep: Class 60 contains 893 members 
Mstep: Class 61 contains 643 members 
Mstep: Class 62 contains 591 members 
Mstep: Class 63 contains 2812 members 
Mstep: Class 64 contains 630 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773432.000000 Penalty: 228816.234375
Iteration 209Q: 67 clusters Score -1.337734e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1198 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1064 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 875 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1961 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 893 members 
Mstep: Class 61 contains 642 members 
Mstep: Class 62 contains 592 members 
Mstep: Class 63 contains 2810 members 
Mstep: Class 64 contains 630 members 
Mstep: Class 65 contains 395 members 
Mstep: Class 66 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773544.000000 Penalty: 228816.234375
Iteration 210Q: 67 clusters Score -1.337735e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1198 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1065 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 875 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 893 members 
Mstep: Class 61 contains 639 members 
Mstep: Class 62 contains 592 members 
Mstep: Class 63 contains 2811 members 
Mstep: Class 64 contains 627 members 
Mstep: Class 65 contains 394 members 
Mstep: Class 66 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773560.000000 Penalty: 228816.234375
Iteration 211Q: 67 clusters Score -1.337736e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 875 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1962 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 893 members 
Mstep: Class 61 contains 636 members 
Mstep: Class 62 contains 593 members 
Mstep: Class 63 contains 2808 members 
Mstep: Class 64 contains 627 members 
Mstep: Class 65 contains 393 members 
Mstep: Class 66 contains 1155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133773704.000000 Penalty: 228816.234375
Iteration 212Q: 67 clusters Score -1.337737e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 875 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1963 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 893 members 
Mstep: Class 61 contains 630 members 
Mstep: Class 62 contains 594 members 
Mstep: Class 63 contains 2807 members 
Mstep: Class 64 contains 626 members 
Mstep: Class 65 contains 391 members 
Mstep: Class 66 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774216.000000 Penalty: 228816.234375
Iteration 213Q: 67 clusters Score -1.337742e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 875 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1963 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 633 members 
Mstep: Class 62 contains 595 members 
Mstep: Class 63 contains 2802 members 
Mstep: Class 64 contains 625 members 
Mstep: Class 65 contains 389 members 
Mstep: Class 66 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774112.000000 Penalty: 228816.234375
Iteration 214Q: 67 clusters Score -1.337741e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1196 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 875 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 635 members 
Mstep: Class 62 contains 598 members 
Mstep: Class 63 contains 2801 members 
Mstep: Class 64 contains 622 members 
Mstep: Class 65 contains 385 members 
Mstep: Class 66 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774168.000000 Penalty: 228816.234375
Iteration 215Q: 67 clusters Score -1.337742e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1194 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 876 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1963 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 636 members 
Mstep: Class 62 contains 601 members 
Mstep: Class 63 contains 2801 members 
Mstep: Class 64 contains 622 members 
Mstep: Class 65 contains 382 members 
Mstep: Class 66 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774296.000000 Penalty: 228816.234375
Iteration 216Q: 67 clusters Score -1.337743e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 876 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1963 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 637 members 
Mstep: Class 62 contains 605 members 
Mstep: Class 63 contains 2801 members 
Mstep: Class 64 contains 621 members 
Mstep: Class 65 contains 378 members 
Mstep: Class 66 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774256.000000 Penalty: 228816.234375
Iteration 217Q: 67 clusters Score -1.337743e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 876 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1963 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 637 members 
Mstep: Class 62 contains 608 members 
Mstep: Class 63 contains 2802 members 
Mstep: Class 64 contains 620 members 
Mstep: Class 65 contains 375 members 
Mstep: Class 66 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774272.000000 Penalty: 228816.234375
Iteration 218Q: 67 clusters Score -1.337743e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 876 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1963 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 637 members 
Mstep: Class 62 contains 609 members 
Mstep: Class 63 contains 2800 members 
Mstep: Class 64 contains 621 members 
Mstep: Class 65 contains 374 members 
Mstep: Class 66 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774296.000000 Penalty: 228816.234375
Iteration 219Q: 67 clusters Score -1.337743e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1068 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 876 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1966 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 637 members 
Mstep: Class 62 contains 611 members 
Mstep: Class 63 contains 2796 members 
Mstep: Class 64 contains 621 members 
Mstep: Class 65 contains 369 members 
Mstep: Class 66 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774360.000000 Penalty: 228816.234375
Iteration 220F: 67 clusters Score -1.337744e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1065 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 876 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1973 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 613 members 
Mstep: Class 63 contains 2774 members 
Mstep: Class 64 contains 620 members 
Mstep: Class 65 contains 360 members 
Mstep: Class 66 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774520.000000 Penalty: 228816.234375
Iteration 221Q: 67 clusters Score -1.337745e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 876 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1976 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 614 members 
Mstep: Class 63 contains 2747 members 
Mstep: Class 64 contains 619 members 
Mstep: Class 65 contains 356 members 
Mstep: Class 66 contains 1230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774592.000000 Penalty: 228816.234375
Iteration 222Q: 67 clusters Score -1.337746e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 876 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1981 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3230 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 616 members 
Mstep: Class 63 contains 2733 members 
Mstep: Class 64 contains 617 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774744.000000 Penalty: 228816.234375
Iteration 223Q: 67 clusters Score -1.337747e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 877 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1979 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3231 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 617 members 
Mstep: Class 63 contains 2719 members 
Mstep: Class 64 contains 614 members 
Mstep: Class 65 contains 350 members 
Mstep: Class 66 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774832.000000 Penalty: 228816.234375
Iteration 224Q: 67 clusters Score -1.337748e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1049 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 877 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1979 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3230 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 618 members 
Mstep: Class 63 contains 2699 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774936.000000 Penalty: 228816.234375
Iteration 225Q: 67 clusters Score -1.337749e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1048 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 877 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1978 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3230 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 619 members 
Mstep: Class 63 contains 2684 members 
Mstep: Class 64 contains 612 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775032.000000 Penalty: 228816.234375
Iteration 226Q: 67 clusters Score -1.33775e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1048 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2635 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 877 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1978 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3230 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2673 members 
Mstep: Class 64 contains 612 members 
Mstep: Class 65 contains 347 members 
Mstep: Class 66 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133774936.000000 Penalty: 228816.234375
Iteration 227Q: 67 clusters Score -1.337749e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1048 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 877 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1978 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3229 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2663 members 
Mstep: Class 64 contains 611 members 
Mstep: Class 65 contains 347 members 
Mstep: Class 66 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775048.000000 Penalty: 228816.234375
Iteration 228Q: 67 clusters Score -1.33775e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 211 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 877 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1979 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3227 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2658 members 
Mstep: Class 64 contains 610 members 
Mstep: Class 65 contains 346 members 
Mstep: Class 66 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775008.000000 Penalty: 228816.234375
Iteration 229Q: 67 clusters Score -1.33775e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1058 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 876 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3226 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 606 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775032.000000 Penalty: 228816.234375
Iteration 230Q: 67 clusters Score -1.33775e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3224 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2654 members 
Mstep: Class 64 contains 603 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775072.000000 Penalty: 228816.234375
Iteration 231Q: 67 clusters Score -1.337751e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2654 members 
Mstep: Class 64 contains 601 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775136.000000 Penalty: 228816.234375
Iteration 232Q: 67 clusters Score -1.337751e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1072 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775080.000000 Penalty: 228816.234375
Iteration 233Q: 67 clusters Score -1.337751e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2653 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775120.000000 Penalty: 228816.234375
Iteration 234Q: 67 clusters Score -1.337751e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2652 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775136.000000 Penalty: 228816.234375
Iteration 235Q: 67 clusters Score -1.337751e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2651 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775128.000000 Penalty: 228816.234375
Iteration 236Q: 67 clusters Score -1.337751e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775104.000000 Penalty: 228816.234375
Iteration 237Q: 67 clusters Score -1.337751e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775096.000000 Penalty: 228816.234375
Iteration 238Q: 67 clusters Score -1.337751e+08 nChanged 0
Entering ConstructFrom: 
Score: -133775096.000000 Penalty: 228816.234375
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -50401.210938 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -50401.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49151.472656 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -49151.47 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49572.644531 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -49572.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49765.093750 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -49765.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -49847.164062 Penalty: 3103.803223
	Iteration 3F: 3 clusters Score -49847.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49902.515625 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -49902.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49948.917969 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -49948.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49970.929688 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -49970.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49981.140625 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -49981.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49993.312500 Penalty: 3103.803223
	Iteration 8Q: 3 clusters Score -49993.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49996.535156 Penalty: 3103.803223
	Iteration 9Q: 3 clusters Score -49996.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50002.343750 Penalty: 3103.803223
	Iteration 10Q: 3 clusters Score -50002.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -50003.625000 Penalty: 3103.803223
	Iteration 11Q: 3 clusters Score -50003.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -50004.875000 Penalty: 3103.803223
	Iteration 12Q: 3 clusters Score -50004.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50005.562500 Penalty: 3103.803223
	Iteration 13Q: 3 clusters Score -50005.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50005.562500 Penalty: 3103.803223
	Iteration 14F: 3 clusters Score -50005.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Entering Unmasked Estep 
Score: -2631890.750000 Penalty: 2483.071777
	Iteration 0F: 2 clusters Score -2631891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2616472.000000 Penalty: 4966.143555
	Iteration 0F: 3 clusters Score -2616472 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2621925.500000 Penalty: 4966.143555
	Iteration 1F: 3 clusters Score -2621926 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2622593.250000 Penalty: 4966.143555
	Iteration 2F: 3 clusters Score -2622593 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2623234.750000 Penalty: 4966.143555
	Iteration 3F: 3 clusters Score -2623235 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2623754.000000 Penalty: 4966.143555
	Iteration 4F: 3 clusters Score -2623754 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2624178.750000 Penalty: 4966.143555
	Iteration 5Q: 3 clusters Score -2624179 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2624511.000000 Penalty: 4966.143555
	Iteration 6Q: 3 clusters Score -2624511 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2624813.250000 Penalty: 4966.143555
	Iteration 7Q: 3 clusters Score -2624813 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2625101.250000 Penalty: 4966.143555
	Iteration 8Q: 3 clusters Score -2625101 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2625336.500000 Penalty: 4966.143555
	Iteration 9Q: 3 clusters Score -2625336 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2625534.500000 Penalty: 4966.143555
	Iteration 10Q: 3 clusters Score -2625534 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2625719.750000 Penalty: 4966.143555
	Iteration 11Q: 3 clusters Score -2625720 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2625906.250000 Penalty: 4966.143555
	Iteration 12Q: 3 clusters Score -2625906 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2626076.500000 Penalty: 4966.143555
	Iteration 13Q: 3 clusters Score -2626076 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2626257.000000 Penalty: 4966.143555
	Iteration 14Q: 3 clusters Score -2626257 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2626479.750000 Penalty: 4966.143555
	Iteration 15Q: 3 clusters Score -2626480 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2626732.500000 Penalty: 4966.143555
	Iteration 16Q: 3 clusters Score -2626732 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2627036.750000 Penalty: 4966.143555
	Iteration 17Q: 3 clusters Score -2627037 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2627397.250000 Penalty: 4966.143555
	Iteration 18Q: 3 clusters Score -2627397 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2627807.000000 Penalty: 4966.143555
	Iteration 19Q: 3 clusters Score -2627807 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2628207.500000 Penalty: 4966.143555
	Iteration 20F: 3 clusters Score -2628208 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2628657.750000 Penalty: 4966.143555
	Iteration 21Q: 3 clusters Score -2628658 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2629118.000000 Penalty: 4966.143555
	Iteration 22Q: 3 clusters Score -2629118 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2629477.250000 Penalty: 4966.143555
	Iteration 23Q: 3 clusters Score -2629477 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2629763.250000 Penalty: 4966.143555
	Iteration 24Q: 3 clusters Score -2629763 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2630032.500000 Penalty: 4966.143555
	Iteration 25Q: 3 clusters Score -2630032 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2630227.250000 Penalty: 4966.143555
	Iteration 26Q: 3 clusters Score -2630227 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2630373.750000 Penalty: 4966.143555
	Iteration 27Q: 3 clusters Score -2630374 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2630470.750000 Penalty: 4966.143555
	Iteration 28Q: 3 clusters Score -2630471 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2630534.250000 Penalty: 4966.143555
	Iteration 29Q: 3 clusters Score -2630534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2630575.000000 Penalty: 4966.143555
	Iteration 30Q: 3 clusters Score -2630575 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2630621.000000 Penalty: 4966.143555
	Iteration 31Q: 3 clusters Score -2630621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2630628.750000 Penalty: 4966.143555
	Iteration 32Q: 3 clusters Score -2630629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2630648.000000 Penalty: 4966.143555
	Iteration 33Q: 3 clusters Score -2630648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2630664.500000 Penalty: 4966.143555
	Iteration 34Q: 3 clusters Score -2630664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2630686.250000 Penalty: 4966.143555
	Iteration 35Q: 3 clusters Score -2630686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2630691.250000 Penalty: 4966.143555
	Iteration 36Q: 3 clusters Score -2630691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2630699.500000 Penalty: 4966.143555
	Iteration 37Q: 3 clusters Score -2630700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2630714.250000 Penalty: 4966.143555
	Iteration 38Q: 3 clusters Score -2630714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2630728.250000 Penalty: 4966.143555
	Iteration 39Q: 3 clusters Score -2630728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2630730.500000 Penalty: 4966.143555
	Iteration 40F: 3 clusters Score -2630730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2630734.750000 Penalty: 4966.143555
	Iteration 41Q: 3 clusters Score -2630735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2630742.000000 Penalty: 4966.143555
	Iteration 42Q: 3 clusters Score -2630742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2630741.000000 Penalty: 4966.143555
	Iteration 43Q: 3 clusters Score -2630741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2630738.750000 Penalty: 4966.143555
	Iteration 44Q: 3 clusters Score -2630739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2630738.750000 Penalty: 4966.143555
	Iteration 45Q: 3 clusters Score -2630739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2630738.750000 Penalty: 4966.143555
	Iteration 46F: 3 clusters Score -2630739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -27075.263672 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -27075.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25868.728516 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -25868.73 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26259.046875 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -26259.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26482.486328 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -26482.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26569.291016 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -26569.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26601.392578 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -26601.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26647.466797 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -26647.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26665.298828 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -26665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26666.445312 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -26666.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26666.445312 Penalty: 2988.829590
	Iteration 8F: 3 clusters Score -26666.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Entering Unmasked Estep 
Score: -1192675.500000 Penalty: 2292.600098
	Iteration 0F: 2 clusters Score -1192676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1184768.500000 Penalty: 4585.200195
	Iteration 0F: 3 clusters Score -1184768 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1187119.000000 Penalty: 4585.200195
	Iteration 1F: 3 clusters Score -1187119 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1187442.500000 Penalty: 4585.200195
	Iteration 2F: 3 clusters Score -1187442 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1187679.875000 Penalty: 4585.200195
	Iteration 3F: 3 clusters Score -1187680 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1187878.250000 Penalty: 4585.200195
	Iteration 4Q: 3 clusters Score -1187878 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1188073.750000 Penalty: 4585.200195
	Iteration 5Q: 3 clusters Score -1188074 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1188268.250000 Penalty: 4585.200195
	Iteration 6Q: 3 clusters Score -1188268 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1188462.750000 Penalty: 4585.200195
	Iteration 7Q: 3 clusters Score -1188463 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1188676.625000 Penalty: 4585.200195
	Iteration 8Q: 3 clusters Score -1188677 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1188916.250000 Penalty: 4585.200195
	Iteration 9Q: 3 clusters Score -1188916 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1189163.250000 Penalty: 4585.200195
	Iteration 10Q: 3 clusters Score -1189163 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1189393.250000 Penalty: 4585.200195
	Iteration 11Q: 3 clusters Score -1189393 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1189608.375000 Penalty: 4585.200195
	Iteration 12Q: 3 clusters Score -1189608 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1189825.750000 Penalty: 4585.200195
	Iteration 13Q: 3 clusters Score -1189826 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1189991.750000 Penalty: 4585.200195
	Iteration 14Q: 3 clusters Score -1189992 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1190123.625000 Penalty: 4585.200195
	Iteration 15Q: 3 clusters Score -1190124 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1190228.625000 Penalty: 4585.200195
	Iteration 16Q: 3 clusters Score -1190229 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1190308.375000 Penalty: 4585.200195
	Iteration 17Q: 3 clusters Score -1190308 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1190375.000000 Penalty: 4585.200195
	Iteration 18Q: 3 clusters Score -1190375 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1190429.125000 Penalty: 4585.200195
	Iteration 19Q: 3 clusters Score -1190429 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1190483.875000 Penalty: 4585.200195
	Iteration 20F: 3 clusters Score -1190484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1190518.875000 Penalty: 4585.200195
	Iteration 21Q: 3 clusters Score -1190519 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1190537.750000 Penalty: 4585.200195
	Iteration 22Q: 3 clusters Score -1190538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1190556.250000 Penalty: 4585.200195
	Iteration 23Q: 3 clusters Score -1190556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1190572.875000 Penalty: 4585.200195
	Iteration 24Q: 3 clusters Score -1190573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1190583.500000 Penalty: 4585.200195
	Iteration 25Q: 3 clusters Score -1190584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1190598.625000 Penalty: 4585.200195
	Iteration 26Q: 3 clusters Score -1190599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1190606.875000 Penalty: 4585.200195
	Iteration 27Q: 3 clusters Score -1190607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1190614.375000 Penalty: 4585.200195
	Iteration 28Q: 3 clusters Score -1190614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1190622.625000 Penalty: 4585.200195
	Iteration 29Q: 3 clusters Score -1190623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1190631.875000 Penalty: 4585.200195
	Iteration 30Q: 3 clusters Score -1190632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1190637.000000 Penalty: 4585.200195
	Iteration 31Q: 3 clusters Score -1190637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1190638.500000 Penalty: 4585.200195
	Iteration 32Q: 3 clusters Score -1190638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1190642.625000 Penalty: 4585.200195
	Iteration 33Q: 3 clusters Score -1190643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1190648.125000 Penalty: 4585.200195
	Iteration 34Q: 3 clusters Score -1190648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1190647.875000 Penalty: 4585.200195
	Iteration 35Q: 3 clusters Score -1190648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1190655.625000 Penalty: 4585.200195
	Iteration 36Q: 3 clusters Score -1190656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1190655.875000 Penalty: 4585.200195
	Iteration 37Q: 3 clusters Score -1190656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1190661.875000 Penalty: 4585.200195
	Iteration 38Q: 3 clusters Score -1190662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1190661.375000 Penalty: 4585.200195
	Iteration 39Q: 3 clusters Score -1190661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1190665.500000 Penalty: 4585.200195
	Iteration 40F: 3 clusters Score -1190666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1190664.750000 Penalty: 4585.200195
	Iteration 41Q: 3 clusters Score -1190665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1190664.625000 Penalty: 4585.200195
	Iteration 42Q: 3 clusters Score -1190665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1190666.625000 Penalty: 4585.200195
	Iteration 43Q: 3 clusters Score -1190667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1190668.125000 Penalty: 4585.200195
	Iteration 44Q: 3 clusters Score -1190668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1190668.250000 Penalty: 4585.200195
	Iteration 45Q: 3 clusters Score -1190668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1190668.250000 Penalty: 4585.200195
	Iteration 46Q: 3 clusters Score -1190668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1190668.875000 Penalty: 4585.200195
	Iteration 47Q: 3 clusters Score -1190669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1190669.250000 Penalty: 4585.200195
	Iteration 48Q: 3 clusters Score -1190669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1190666.750000 Penalty: 4585.200195
	Iteration 49Q: 3 clusters Score -1190667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1190669.750000 Penalty: 4585.200195
	Iteration 50Q: 3 clusters Score -1190670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1190672.250000 Penalty: 4585.200195
	Iteration 51Q: 3 clusters Score -1190672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1190678.875000 Penalty: 4585.200195
	Iteration 52Q: 3 clusters Score -1190679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1190680.875000 Penalty: 4585.200195
	Iteration 53Q: 3 clusters Score -1190681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1190680.250000 Penalty: 4585.200195
	Iteration 54Q: 3 clusters Score -1190680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1190682.125000 Penalty: 4585.200195
	Iteration 55Q: 3 clusters Score -1190682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1190683.000000 Penalty: 4585.200195
	Iteration 56Q: 3 clusters Score -1190683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1190685.375000 Penalty: 4585.200195
	Iteration 57Q: 3 clusters Score -1190685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1190688.000000 Penalty: 4585.200195
	Iteration 58Q: 3 clusters Score -1190688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1190690.250000 Penalty: 4585.200195
	Iteration 59Q: 3 clusters Score -1190690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1190693.375000 Penalty: 4585.200195
	Iteration 60F: 3 clusters Score -1190693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1190697.875000 Penalty: 4585.200195
	Iteration 61Q: 3 clusters Score -1190698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1190696.625000 Penalty: 4585.200195
	Iteration 62Q: 3 clusters Score -1190697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1190698.625000 Penalty: 4585.200195
	Iteration 63Q: 3 clusters Score -1190699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1190700.375000 Penalty: 4585.200195
	Iteration 64Q: 3 clusters Score -1190700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1190700.750000 Penalty: 4585.200195
	Iteration 65Q: 3 clusters Score -1190701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1190701.375000 Penalty: 4585.200195
	Iteration 66Q: 3 clusters Score -1190701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1190701.375000 Penalty: 4585.200195
	Iteration 67F: 3 clusters Score -1190701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Entering Unmasked Estep 
Score: -659418.187500 Penalty: 2144.671875
	Iteration 0F: 2 clusters Score -659418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -654433.437500 Penalty: 4289.343750
	Iteration 0F: 3 clusters Score -654433.4 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -655600.000000 Penalty: 4289.343750
	Iteration 1F: 3 clusters Score -655600 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -655860.375000 Penalty: 4289.343750
	Iteration 2F: 3 clusters Score -655860.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -656083.250000 Penalty: 4289.343750
	Iteration 3F: 3 clusters Score -656083.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -656321.125000 Penalty: 4289.343750
	Iteration 4F: 3 clusters Score -656321.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -656588.250000 Penalty: 4289.343750
	Iteration 5F: 3 clusters Score -656588.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -656860.875000 Penalty: 4289.343750
	Iteration 6F: 3 clusters Score -656860.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -657158.250000 Penalty: 4289.343750
	Iteration 7Q: 3 clusters Score -657158.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -657474.062500 Penalty: 4289.343750
	Iteration 8F: 3 clusters Score -657474.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -657786.437500 Penalty: 4289.343750
	Iteration 9F: 3 clusters Score -657786.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -658017.750000 Penalty: 4289.343750
	Iteration 10Q: 3 clusters Score -658017.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -658179.875000 Penalty: 4289.343750
	Iteration 11Q: 3 clusters Score -658179.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -658299.000000 Penalty: 4289.343750
	Iteration 12Q: 3 clusters Score -658299 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -658364.187500 Penalty: 4289.343750
	Iteration 13Q: 3 clusters Score -658364.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -658411.812500 Penalty: 4289.343750
	Iteration 14Q: 3 clusters Score -658411.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -658442.937500 Penalty: 4289.343750
	Iteration 15Q: 3 clusters Score -658442.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -658461.750000 Penalty: 4289.343750
	Iteration 16Q: 3 clusters Score -658461.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -658472.437500 Penalty: 4289.343750
	Iteration 17Q: 3 clusters Score -658472.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -658476.687500 Penalty: 4289.343750
	Iteration 18Q: 3 clusters Score -658476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -658478.187500 Penalty: 4289.343750
	Iteration 19Q: 3 clusters Score -658478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -658478.875000 Penalty: 4289.343750
	Iteration 20F: 3 clusters Score -658478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -658479.875000 Penalty: 4289.343750
	Iteration 21Q: 3 clusters Score -658479.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -658485.875000 Penalty: 4289.343750
	Iteration 22Q: 3 clusters Score -658485.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -658488.375000 Penalty: 4289.343750
	Iteration 23Q: 3 clusters Score -658488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -658491.375000 Penalty: 4289.343750
	Iteration 24Q: 3 clusters Score -658491.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -658490.062500 Penalty: 4289.343750
	Iteration 25Q: 3 clusters Score -658490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -658490.062500 Penalty: 4289.343750
	Iteration 26F: 3 clusters Score -658490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Entering Unmasked Estep 
Score: -2017790.625000 Penalty: 2420.814209
	Iteration 0F: 2 clusters Score -2017791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2005449.750000 Penalty: 4841.628418
	Iteration 0F: 3 clusters Score -2005450 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2009408.500000 Penalty: 4841.628418
	Iteration 1F: 3 clusters Score -2009408 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2010059.625000 Penalty: 4841.628418
	Iteration 2F: 3 clusters Score -2010060 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2010796.750000 Penalty: 4841.628418
	Iteration 3F: 3 clusters Score -2010797 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2011661.625000 Penalty: 4841.628418
	Iteration 4F: 3 clusters Score -2011662 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2012613.500000 Penalty: 4841.628418
	Iteration 5F: 3 clusters Score -2012614 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2013556.500000 Penalty: 4841.628418
	Iteration 6F: 3 clusters Score -2013556 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2014392.500000 Penalty: 4841.628418
	Iteration 7F: 3 clusters Score -2014392 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2015156.750000 Penalty: 4841.628418
	Iteration 8Q: 3 clusters Score -2015157 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2015729.875000 Penalty: 4841.628418
	Iteration 9Q: 3 clusters Score -2015730 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2016036.000000 Penalty: 4841.628418
	Iteration 10Q: 3 clusters Score -2016036 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2016192.125000 Penalty: 4841.628418
	Iteration 11Q: 3 clusters Score -2016192 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2016272.250000 Penalty: 4841.628418
	Iteration 12Q: 3 clusters Score -2016272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2016317.375000 Penalty: 4841.628418
	Iteration 13Q: 3 clusters Score -2016317 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2016352.000000 Penalty: 4841.628418
	Iteration 14Q: 3 clusters Score -2016352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2016375.500000 Penalty: 4841.628418
	Iteration 15Q: 3 clusters Score -2016376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2016402.500000 Penalty: 4841.628418
	Iteration 16Q: 3 clusters Score -2016402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2016423.125000 Penalty: 4841.628418
	Iteration 17Q: 3 clusters Score -2016423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2016438.000000 Penalty: 4841.628418
	Iteration 18Q: 3 clusters Score -2016438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2016458.875000 Penalty: 4841.628418
	Iteration 19Q: 3 clusters Score -2016459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2016478.125000 Penalty: 4841.628418
	Iteration 20F: 3 clusters Score -2016478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2016480.125000 Penalty: 4841.628418
	Iteration 21Q: 3 clusters Score -2016480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2016498.500000 Penalty: 4841.628418
	Iteration 22Q: 3 clusters Score -2016498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2016509.000000 Penalty: 4841.628418
	Iteration 23Q: 3 clusters Score -2016509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2016523.875000 Penalty: 4841.628418
	Iteration 24Q: 3 clusters Score -2016524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2016529.375000 Penalty: 4841.628418
	Iteration 25Q: 3 clusters Score -2016529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2016536.250000 Penalty: 4841.628418
	Iteration 26Q: 3 clusters Score -2016536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2016541.875000 Penalty: 4841.628418
	Iteration 27Q: 3 clusters Score -2016542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2016550.875000 Penalty: 4841.628418
	Iteration 28Q: 3 clusters Score -2016551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2016560.500000 Penalty: 4841.628418
	Iteration 29Q: 3 clusters Score -2016560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2016576.500000 Penalty: 4841.628418
	Iteration 30Q: 3 clusters Score -2016576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2016591.125000 Penalty: 4841.628418
	Iteration 31Q: 3 clusters Score -2016591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2016602.375000 Penalty: 4841.628418
	Iteration 32Q: 3 clusters Score -2016602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2016616.750000 Penalty: 4841.628418
	Iteration 33Q: 3 clusters Score -2016617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2016635.000000 Penalty: 4841.628418
	Iteration 34Q: 3 clusters Score -2016635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2016647.125000 Penalty: 4841.628418
	Iteration 35Q: 3 clusters Score -2016647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2016656.000000 Penalty: 4841.628418
	Iteration 36Q: 3 clusters Score -2016656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2016666.125000 Penalty: 4841.628418
	Iteration 37Q: 3 clusters Score -2016666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2016674.250000 Penalty: 4841.628418
	Iteration 38Q: 3 clusters Score -2016674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2016688.375000 Penalty: 4841.628418
	Iteration 39Q: 3 clusters Score -2016688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2016695.000000 Penalty: 4841.628418
	Iteration 40F: 3 clusters Score -2016695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2016704.250000 Penalty: 4841.628418
	Iteration 41Q: 3 clusters Score -2016704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2016712.375000 Penalty: 4841.628418
	Iteration 42Q: 3 clusters Score -2016712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2016715.750000 Penalty: 4841.628418
	Iteration 43Q: 3 clusters Score -2016716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2016713.500000 Penalty: 4841.628418
	Iteration 44Q: 3 clusters Score -2016714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2016718.875000 Penalty: 4841.628418
	Iteration 45Q: 3 clusters Score -2016719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2016717.000000 Penalty: 4841.628418
	Iteration 46Q: 3 clusters Score -2016717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2016721.625000 Penalty: 4841.628418
	Iteration 47Q: 3 clusters Score -2016722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2016719.625000 Penalty: 4841.628418
	Iteration 48Q: 3 clusters Score -2016720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2016720.875000 Penalty: 4841.628418
	Iteration 49Q: 3 clusters Score -2016721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2016726.250000 Penalty: 4841.628418
	Iteration 50Q: 3 clusters Score -2016726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2016722.000000 Penalty: 4841.628418
	Iteration 51Q: 3 clusters Score -2016722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2016720.375000 Penalty: 4841.628418
	Iteration 52Q: 3 clusters Score -2016720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2016720.375000 Penalty: 4841.628418
	Iteration 53F: 3 clusters Score -2016720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -58397.371094 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -58397.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57085.292969 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -57085.29 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -57807.269531 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -57807.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58175.941406 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -58175.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58414.972656 Penalty: 3033.482422
	Iteration 3Q: 3 clusters Score -58414.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58574.742188 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -58574.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58615.488281 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -58615.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58655.156250 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -58655.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58662.917969 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -58662.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58666.726562 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -58666.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58666.726562 Penalty: 3033.482422
	Iteration 9F: 3 clusters Score -58666.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Mstep: Class 67 contains 183 members 
Entering Unmasked Estep 
Score: -133773416.000000 Penalty: 232283.140625
Splitting cluster 7 changes total score from -133775096.000000 to -133773416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -624452.875000 Penalty: 2132.083984
	Iteration 0F: 2 clusters Score -624452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -619725.187500 Penalty: 4264.167969
	Iteration 0F: 3 clusters Score -619725.2 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -621043.250000 Penalty: 4264.167969
	Iteration 1F: 3 clusters Score -621043.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -621403.937500 Penalty: 4264.167969
	Iteration 2F: 3 clusters Score -621403.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -621663.625000 Penalty: 4264.167969
	Iteration 3F: 3 clusters Score -621663.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -621877.375000 Penalty: 4264.167969
	Iteration 4F: 3 clusters Score -621877.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -622035.125000 Penalty: 4264.167969
	Iteration 5Q: 3 clusters Score -622035.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -622150.125000 Penalty: 4264.167969
	Iteration 6Q: 3 clusters Score -622150.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -622230.437500 Penalty: 4264.167969
	Iteration 7Q: 3 clusters Score -622230.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -622290.125000 Penalty: 4264.167969
	Iteration 8Q: 3 clusters Score -622290.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -622332.125000 Penalty: 4264.167969
	Iteration 9Q: 3 clusters Score -622332.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -622368.687500 Penalty: 4264.167969
	Iteration 10Q: 3 clusters Score -622368.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -622407.625000 Penalty: 4264.167969
	Iteration 11Q: 3 clusters Score -622407.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -622448.375000 Penalty: 4264.167969
	Iteration 12Q: 3 clusters Score -622448.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -622484.250000 Penalty: 4264.167969
	Iteration 13Q: 3 clusters Score -622484.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -622506.562500 Penalty: 4264.167969
	Iteration 14Q: 3 clusters Score -622506.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -622527.312500 Penalty: 4264.167969
	Iteration 15Q: 3 clusters Score -622527.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -622552.625000 Penalty: 4264.167969
	Iteration 16Q: 3 clusters Score -622552.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -622582.750000 Penalty: 4264.167969
	Iteration 17Q: 3 clusters Score -622582.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -622613.437500 Penalty: 4264.167969
	Iteration 18Q: 3 clusters Score -622613.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -622629.187500 Penalty: 4264.167969
	Iteration 19Q: 3 clusters Score -622629.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -622644.562500 Penalty: 4264.167969
	Iteration 20F: 3 clusters Score -622644.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -622654.000000 Penalty: 4264.167969
	Iteration 21Q: 3 clusters Score -622654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -622663.562500 Penalty: 4264.167969
	Iteration 22Q: 3 clusters Score -622663.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -622677.937500 Penalty: 4264.167969
	Iteration 23Q: 3 clusters Score -622677.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -622690.500000 Penalty: 4264.167969
	Iteration 24Q: 3 clusters Score -622690.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -622702.750000 Penalty: 4264.167969
	Iteration 25Q: 3 clusters Score -622702.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -622712.812500 Penalty: 4264.167969
	Iteration 26Q: 3 clusters Score -622712.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -622718.750000 Penalty: 4264.167969
	Iteration 27Q: 3 clusters Score -622718.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -622723.562500 Penalty: 4264.167969
	Iteration 28Q: 3 clusters Score -622723.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -622729.562500 Penalty: 4264.167969
	Iteration 29Q: 3 clusters Score -622729.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -622736.437500 Penalty: 4264.167969
	Iteration 30Q: 3 clusters Score -622736.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -622742.875000 Penalty: 4264.167969
	Iteration 31Q: 3 clusters Score -622742.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -622746.125000 Penalty: 4264.167969
	Iteration 32Q: 3 clusters Score -622746.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -622752.250000 Penalty: 4264.167969
	Iteration 33Q: 3 clusters Score -622752.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -622756.250000 Penalty: 4264.167969
	Iteration 34Q: 3 clusters Score -622756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -622760.937500 Penalty: 4264.167969
	Iteration 35Q: 3 clusters Score -622760.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -622764.625000 Penalty: 4264.167969
	Iteration 36Q: 3 clusters Score -622764.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -622763.937500 Penalty: 4264.167969
	Iteration 37Q: 3 clusters Score -622763.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -622766.437500 Penalty: 4264.167969
	Iteration 38Q: 3 clusters Score -622766.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -622769.375000 Penalty: 4264.167969
	Iteration 39Q: 3 clusters Score -622769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -622769.937500 Penalty: 4264.167969
	Iteration 40F: 3 clusters Score -622769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -622770.375000 Penalty: 4264.167969
	Iteration 41Q: 3 clusters Score -622770.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -622770.375000 Penalty: 4264.167969
	Iteration 42F: 3 clusters Score -622770.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Entering Unmasked Estep 
Score: -1573395.500000 Penalty: 2358.755615
	Iteration 0F: 2 clusters Score -1573396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1563484.250000 Penalty: 4717.511230
	Iteration 0F: 3 clusters Score -1563484 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1566473.875000 Penalty: 4717.511230
	Iteration 1F: 3 clusters Score -1566474 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1566832.125000 Penalty: 4717.511230
	Iteration 2F: 3 clusters Score -1566832 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1567141.250000 Penalty: 4717.511230
	Iteration 3Q: 3 clusters Score -1567141 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1567429.125000 Penalty: 4717.511230
	Iteration 4Q: 3 clusters Score -1567429 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1567675.750000 Penalty: 4717.511230
	Iteration 5Q: 3 clusters Score -1567676 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1567896.875000 Penalty: 4717.511230
	Iteration 6Q: 3 clusters Score -1567897 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1568087.375000 Penalty: 4717.511230
	Iteration 7Q: 3 clusters Score -1568087 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1568285.625000 Penalty: 4717.511230
	Iteration 8Q: 3 clusters Score -1568286 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1568496.625000 Penalty: 4717.511230
	Iteration 9Q: 3 clusters Score -1568497 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1568719.250000 Penalty: 4717.511230
	Iteration 10Q: 3 clusters Score -1568719 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1568973.500000 Penalty: 4717.511230
	Iteration 11Q: 3 clusters Score -1568974 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1569233.250000 Penalty: 4717.511230
	Iteration 12Q: 3 clusters Score -1569233 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1569453.375000 Penalty: 4717.511230
	Iteration 13Q: 3 clusters Score -1569453 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1569704.375000 Penalty: 4717.511230
	Iteration 14Q: 3 clusters Score -1569704 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1569970.875000 Penalty: 4717.511230
	Iteration 15Q: 3 clusters Score -1569971 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1570217.625000 Penalty: 4717.511230
	Iteration 16Q: 3 clusters Score -1570218 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1570417.750000 Penalty: 4717.511230
	Iteration 17Q: 3 clusters Score -1570418 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1570609.125000 Penalty: 4717.511230
	Iteration 18Q: 3 clusters Score -1570609 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1570745.875000 Penalty: 4717.511230
	Iteration 19Q: 3 clusters Score -1570746 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1570853.375000 Penalty: 4717.511230
	Iteration 20F: 3 clusters Score -1570853 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1570913.625000 Penalty: 4717.511230
	Iteration 21Q: 3 clusters Score -1570914 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1570964.125000 Penalty: 4717.511230
	Iteration 22Q: 3 clusters Score -1570964 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1571023.625000 Penalty: 4717.511230
	Iteration 23Q: 3 clusters Score -1571024 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1571079.625000 Penalty: 4717.511230
	Iteration 24Q: 3 clusters Score -1571080 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1571157.875000 Penalty: 4717.511230
	Iteration 25Q: 3 clusters Score -1571158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1571220.625000 Penalty: 4717.511230
	Iteration 26Q: 3 clusters Score -1571221 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1571258.875000 Penalty: 4717.511230
	Iteration 27Q: 3 clusters Score -1571259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1571289.625000 Penalty: 4717.511230
	Iteration 28Q: 3 clusters Score -1571290 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1571312.250000 Penalty: 4717.511230
	Iteration 29Q: 3 clusters Score -1571312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1571336.750000 Penalty: 4717.511230
	Iteration 30Q: 3 clusters Score -1571337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1571349.375000 Penalty: 4717.511230
	Iteration 31Q: 3 clusters Score -1571349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1571374.000000 Penalty: 4717.511230
	Iteration 32Q: 3 clusters Score -1571374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1571383.000000 Penalty: 4717.511230
	Iteration 33Q: 3 clusters Score -1571383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1571394.500000 Penalty: 4717.511230
	Iteration 34Q: 3 clusters Score -1571394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1571414.000000 Penalty: 4717.511230
	Iteration 35Q: 3 clusters Score -1571414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1571429.500000 Penalty: 4717.511230
	Iteration 36Q: 3 clusters Score -1571430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1571445.750000 Penalty: 4717.511230
	Iteration 37Q: 3 clusters Score -1571446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1571457.750000 Penalty: 4717.511230
	Iteration 38Q: 3 clusters Score -1571458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1571472.375000 Penalty: 4717.511230
	Iteration 39Q: 3 clusters Score -1571472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1571491.250000 Penalty: 4717.511230
	Iteration 40F: 3 clusters Score -1571491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1571505.750000 Penalty: 4717.511230
	Iteration 41Q: 3 clusters Score -1571506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1571519.000000 Penalty: 4717.511230
	Iteration 42Q: 3 clusters Score -1571519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1571527.125000 Penalty: 4717.511230
	Iteration 43Q: 3 clusters Score -1571527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1571535.250000 Penalty: 4717.511230
	Iteration 44Q: 3 clusters Score -1571535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1571540.125000 Penalty: 4717.511230
	Iteration 45Q: 3 clusters Score -1571540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1571544.875000 Penalty: 4717.511230
	Iteration 46Q: 3 clusters Score -1571545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1571548.875000 Penalty: 4717.511230
	Iteration 47Q: 3 clusters Score -1571549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1571551.375000 Penalty: 4717.511230
	Iteration 48Q: 3 clusters Score -1571551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1571554.750000 Penalty: 4717.511230
	Iteration 49Q: 3 clusters Score -1571555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1571553.750000 Penalty: 4717.511230
	Iteration 50Q: 3 clusters Score -1571554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1571553.875000 Penalty: 4717.511230
	Iteration 51Q: 3 clusters Score -1571554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1571555.125000 Penalty: 4717.511230
	Iteration 52Q: 3 clusters Score -1571555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1571557.875000 Penalty: 4717.511230
	Iteration 53Q: 3 clusters Score -1571558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1571563.875000 Penalty: 4717.511230
	Iteration 54Q: 3 clusters Score -1571564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1571565.875000 Penalty: 4717.511230
	Iteration 55Q: 3 clusters Score -1571566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1571565.000000 Penalty: 4717.511230
	Iteration 56Q: 3 clusters Score -1571565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1571566.750000 Penalty: 4717.511230
	Iteration 57Q: 3 clusters Score -1571567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1571565.875000 Penalty: 4717.511230
	Iteration 58Q: 3 clusters Score -1571566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1571567.250000 Penalty: 4717.511230
	Iteration 59Q: 3 clusters Score -1571567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1571567.250000 Penalty: 4717.511230
	Iteration 60F: 3 clusters Score -1571567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Entering Unmasked Estep 
Score: -4283875.000000 Penalty: 2605.887939
	Iteration 0F: 2 clusters Score -4283875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4259151.500000 Penalty: 5211.775879
	Iteration 0F: 3 clusters Score -4259152 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4268859.500000 Penalty: 5211.775879
	Iteration 1F: 3 clusters Score -4268860 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -4269861.000000 Penalty: 5211.775879
	Iteration 2F: 3 clusters Score -4269861 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4271120.500000 Penalty: 5211.775879
	Iteration 3F: 3 clusters Score -4271120 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -4272632.500000 Penalty: 5211.775879
	Iteration 4F: 3 clusters Score -4272632 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -4274385.000000 Penalty: 5211.775879
	Iteration 5F: 3 clusters Score -4274385 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -4276265.500000 Penalty: 5211.775879
	Iteration 6F: 3 clusters Score -4276266 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -4277808.000000 Penalty: 5211.775879
	Iteration 7F: 3 clusters Score -4277808 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -4278783.500000 Penalty: 5211.775879
	Iteration 8Q: 3 clusters Score -4278784 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -4279363.500000 Penalty: 5211.775879
	Iteration 9Q: 3 clusters Score -4279364 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4279774.000000 Penalty: 5211.775879
	Iteration 10Q: 3 clusters Score -4279774 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4280072.000000 Penalty: 5211.775879
	Iteration 11Q: 3 clusters Score -4280072 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4280288.000000 Penalty: 5211.775879
	Iteration 12Q: 3 clusters Score -4280288 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4280440.500000 Penalty: 5211.775879
	Iteration 13Q: 3 clusters Score -4280440 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -4280590.000000 Penalty: 5211.775879
	Iteration 14Q: 3 clusters Score -4280590 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4280718.500000 Penalty: 5211.775879
	Iteration 15Q: 3 clusters Score -4280718 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4280844.500000 Penalty: 5211.775879
	Iteration 16Q: 3 clusters Score -4280844 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4280949.000000 Penalty: 5211.775879
	Iteration 17Q: 3 clusters Score -4280949 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4281052.500000 Penalty: 5211.775879
	Iteration 18Q: 3 clusters Score -4281052 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4281157.000000 Penalty: 5211.775879
	Iteration 19Q: 3 clusters Score -4281157 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4281221.500000 Penalty: 5211.775879
	Iteration 20F: 3 clusters Score -4281222 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4281320.000000 Penalty: 5211.775879
	Iteration 21Q: 3 clusters Score -4281320 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4281412.500000 Penalty: 5211.775879
	Iteration 22Q: 3 clusters Score -4281412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4281467.500000 Penalty: 5211.775879
	Iteration 23Q: 3 clusters Score -4281468 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4281537.500000 Penalty: 5211.775879
	Iteration 24Q: 3 clusters Score -4281538 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4281592.500000 Penalty: 5211.775879
	Iteration 25Q: 3 clusters Score -4281592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4281635.500000 Penalty: 5211.775879
	Iteration 26Q: 3 clusters Score -4281636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4281670.500000 Penalty: 5211.775879
	Iteration 27Q: 3 clusters Score -4281670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4281701.500000 Penalty: 5211.775879
	Iteration 28Q: 3 clusters Score -4281702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4281741.000000 Penalty: 5211.775879
	Iteration 29Q: 3 clusters Score -4281741 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4281763.000000 Penalty: 5211.775879
	Iteration 30Q: 3 clusters Score -4281763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4281792.500000 Penalty: 5211.775879
	Iteration 31Q: 3 clusters Score -4281792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4281821.500000 Penalty: 5211.775879
	Iteration 32Q: 3 clusters Score -4281822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4281851.500000 Penalty: 5211.775879
	Iteration 33Q: 3 clusters Score -4281852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4281863.000000 Penalty: 5211.775879
	Iteration 34Q: 3 clusters Score -4281863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4281880.000000 Penalty: 5211.775879
	Iteration 35Q: 3 clusters Score -4281880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4281889.500000 Penalty: 5211.775879
	Iteration 36Q: 3 clusters Score -4281890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4281890.500000 Penalty: 5211.775879
	Iteration 37Q: 3 clusters Score -4281890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4281901.500000 Penalty: 5211.775879
	Iteration 38Q: 3 clusters Score -4281902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4281904.000000 Penalty: 5211.775879
	Iteration 39Q: 3 clusters Score -4281904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4281906.000000 Penalty: 5211.775879
	Iteration 40F: 3 clusters Score -4281906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4281919.500000 Penalty: 5211.775879
	Iteration 41Q: 3 clusters Score -4281920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4281923.500000 Penalty: 5211.775879
	Iteration 42Q: 3 clusters Score -4281924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4281927.500000 Penalty: 5211.775879
	Iteration 43Q: 3 clusters Score -4281928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4281933.500000 Penalty: 5211.775879
	Iteration 44Q: 3 clusters Score -4281934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4281933.500000 Penalty: 5211.775879
	Iteration 45Q: 3 clusters Score -4281934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4281940.500000 Penalty: 5211.775879
	Iteration 46Q: 3 clusters Score -4281940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4281938.000000 Penalty: 5211.775879
	Iteration 47Q: 3 clusters Score -4281938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4281940.500000 Penalty: 5211.775879
	Iteration 48Q: 3 clusters Score -4281940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4281945.000000 Penalty: 5211.775879
	Iteration 49Q: 3 clusters Score -4281945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4281943.500000 Penalty: 5211.775879
	Iteration 50Q: 3 clusters Score -4281944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4281941.500000 Penalty: 5211.775879
	Iteration 51Q: 3 clusters Score -4281942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4281943.000000 Penalty: 5211.775879
	Iteration 52Q: 3 clusters Score -4281943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4281943.000000 Penalty: 5211.775879
	Iteration 53F: 3 clusters Score -4281943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Entering Unmasked Estep 
Score: -1337332.625000 Penalty: 2319.385498
	Iteration 0F: 2 clusters Score -1337333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1328669.250000 Penalty: 4638.770996
	Iteration 0F: 3 clusters Score -1328669 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1331288.000000 Penalty: 4638.770996
	Iteration 1F: 3 clusters Score -1331288 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1331624.750000 Penalty: 4638.770996
	Iteration 2F: 3 clusters Score -1331625 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1331894.875000 Penalty: 4638.770996
	Iteration 3F: 3 clusters Score -1331895 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1332161.500000 Penalty: 4638.770996
	Iteration 4Q: 3 clusters Score -1332162 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1332465.625000 Penalty: 4638.770996
	Iteration 5Q: 3 clusters Score -1332466 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1332786.500000 Penalty: 4638.770996
	Iteration 6Q: 3 clusters Score -1332786 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1333137.375000 Penalty: 4638.770996
	Iteration 7Q: 3 clusters Score -1333137 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1333467.625000 Penalty: 4638.770996
	Iteration 8Q: 3 clusters Score -1333468 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1333791.000000 Penalty: 4638.770996
	Iteration 9Q: 3 clusters Score -1333791 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1334073.500000 Penalty: 4638.770996
	Iteration 10Q: 3 clusters Score -1334074 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1334288.625000 Penalty: 4638.770996
	Iteration 11Q: 3 clusters Score -1334289 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1334427 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1334519 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1334598 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1334649 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1334692 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1334732 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1334768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1334796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1334817 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1334849 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1334875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1334893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1334908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1334915.500000 Penalty: 4638.770996
	Iteration 25Q: 3 clusters Score -1334916 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1334925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1334936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1334942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1334955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1334960.875000 Penalty: 4638.770996
	Iteration 30Q: 3 clusters Score -1334961 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1334974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1334987 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1334995.250000 Penalty: 4638.770996
	Iteration 33Q: 3 clusters Score -1334995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1335008.000000 Penalty: 4638.770996
	Iteration 34Q: 3 clusters Score -1335008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1335012.375000 Penalty: 4638.770996
	Iteration 35Q: 3 clusters Score -1335012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1335024.125000 Penalty: 4638.770996
	Iteration 36Q: 3 clusters Score -1335024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1335029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1335033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1335040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1335045.625000 Penalty: 4638.770996
	Iteration 40F: 3 clusters Score -1335046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1335042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1335047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1335049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1335056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1335064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1335067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1335071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1335082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1335090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1335093.750000 Penalty: 4638.770996
	Iteration 50Q: 3 clusters Score -1335094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1335094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1335096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1335104.375000 Penalty: 4638.770996
	Iteration 53Q: 3 clusters Score -1335104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1335106.875000 Penalty: 4638.770996
	Iteration 54Q: 3 clusters Score -1335107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1335111.125000 Penalty: 4638.770996
	Iteration 55Q: 3 clusters Score -1335111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1335120.875000 Penalty: 4638.770996
	Iteration 56Q: 3 clusters Score -1335121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1335126.125000 Penalty: 4638.770996
	Iteration 57Q: 3 clusters Score -1335126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1335131.375000 Penalty: 4638.770996
	Iteration 58Q: 3 clusters Score -1335131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1335139.375000 Penalty: 4638.770996
	Iteration 59Q: 3 clusters Score -1335139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1335144.000000 Penalty: 4638.770996
	Iteration 60F: 3 clusters Score -1335144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1335146.500000 Penalty: 4638.770996
	Iteration 61Q: 3 clusters Score -1335146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1335153.250000 Penalty: 4638.770996
	Iteration 62Q: 3 clusters Score -1335153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1335154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1335156.625000 Penalty: 4638.770996
	Iteration 64Q: 3 clusters Score -1335157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
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Entering Unmasked Estep 
Score: -1335162.000000 Penalty: 4638.770996
	Iteration 65Q: 3 clusters Score -1335162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1335166.000000 Penalty: 4638.770996
	Iteration 66Q: 3 clusters Score -1335166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
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Entering Unmasked Estep 
Score: -1335164.500000 Penalty: 4638.770996
	Iteration 67Q: 3 clusters Score -1335164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1335167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1335168.875000 Penalty: 4638.770996
	Iteration 69Q: 3 clusters Score -1335169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1335168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1335168 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1335170.750000 Penalty: 4638.770996
	Iteration 72Q: 3 clusters Score -1335171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1335176.250000 Penalty: 4638.770996
	Iteration 73Q: 3 clusters Score -1335176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
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Entering Unmasked Estep 
Score: -1335183.375000 Penalty: 4638.770996
	Iteration 74Q: 3 clusters Score -1335183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1335187.875000 Penalty: 4638.770996
	Iteration 75Q: 3 clusters Score -1335188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1335193.625000 Penalty: 4638.770996
	Iteration 76Q: 3 clusters Score -1335194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1335200.500000 Penalty: 4638.770996
	Iteration 77Q: 3 clusters Score -1335200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1335209.875000 Penalty: 4638.770996
	Iteration 78Q: 3 clusters Score -1335210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1335220.375000 Penalty: 4638.770996
	Iteration 79Q: 3 clusters Score -1335220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1335225.625000 Penalty: 4638.770996
	Iteration 80F: 3 clusters Score -1335226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1335229.750000 Penalty: 4638.770996
	Iteration 81Q: 3 clusters Score -1335230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1335242.375000 Penalty: 4638.770996
	Iteration 82Q: 3 clusters Score -1335242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1335252.000000 Penalty: 4638.770996
	Iteration 83Q: 3 clusters Score -1335252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1335265.250000 Penalty: 4638.770996
	Iteration 84Q: 3 clusters Score -1335265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1335272.625000 Penalty: 4638.770996
	Iteration 85Q: 3 clusters Score -1335273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1335277.625000 Penalty: 4638.770996
	Iteration 86Q: 3 clusters Score -1335278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1335283.000000 Penalty: 4638.770996
	Iteration 87Q: 3 clusters Score -1335283 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8524 members 
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Entering Unmasked Estep 
Score: -1335291.875000 Penalty: 4638.770996
	Iteration 88Q: 3 clusters Score -1335292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1335301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1335308.875000 Penalty: 4638.770996
	Iteration 90Q: 3 clusters Score -1335309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1335318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1335327.750000 Penalty: 4638.770996
	Iteration 92Q: 3 clusters Score -1335328 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1335336.625000 Penalty: 4638.770996
	Iteration 93Q: 3 clusters Score -1335337 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1335344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1335353.500000 Penalty: 4638.770996
	Iteration 95Q: 3 clusters Score -1335354 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1335354 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1335360 nChanged 25
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Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1335363.375000 Penalty: 4638.770996
	Iteration 98Q: 3 clusters Score -1335363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1335367.625000 Penalty: 4638.770996
	Iteration 99Q: 3 clusters Score -1335368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1335371.250000 Penalty: 4638.770996
	Iteration 100F: 3 clusters Score -1335371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1335377.375000 Penalty: 4638.770996
	Iteration 101Q: 3 clusters Score -1335377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1335376.250000 Penalty: 4638.770996
	Iteration 102Q: 3 clusters Score -1335376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1335382.625000 Penalty: 4638.770996
	Iteration 103Q: 3 clusters Score -1335383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1335388.000000 Penalty: 4638.770996
	Iteration 104Q: 3 clusters Score -1335388 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1335393.125000 Penalty: 4638.770996
	Iteration 105Q: 3 clusters Score -1335393 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1335393.625000 Penalty: 4638.770996
	Iteration 106Q: 3 clusters Score -1335394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1335397.625000 Penalty: 4638.770996
	Iteration 107Q: 3 clusters Score -1335398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1335400.250000 Penalty: 4638.770996
	Iteration 108Q: 3 clusters Score -1335400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1335404.500000 Penalty: 4638.770996
	Iteration 109Q: 3 clusters Score -1335404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1335411.375000 Penalty: 4638.770996
	Iteration 110Q: 3 clusters Score -1335411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1335413.250000 Penalty: 4638.770996
	Iteration 111Q: 3 clusters Score -1335413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1335413.500000 Penalty: 4638.770996
	Iteration 112Q: 3 clusters Score -1335414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1335416.125000 Penalty: 4638.770996
	Iteration 113Q: 3 clusters Score -1335416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1335420.875000 Penalty: 4638.770996
	Iteration 114Q: 3 clusters Score -1335421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1335423.125000 Penalty: 4638.770996
	Iteration 115Q: 3 clusters Score -1335423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1335426.000000 Penalty: 4638.770996
	Iteration 116Q: 3 clusters Score -1335426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1335422.500000 Penalty: 4638.770996
	Iteration 117Q: 3 clusters Score -1335422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1335426.750000 Penalty: 4638.770996
	Iteration 118Q: 3 clusters Score -1335427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1335427.500000 Penalty: 4638.770996
	Iteration 119Q: 3 clusters Score -1335428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1335433.500000 Penalty: 4638.770996
	Iteration 120F: 3 clusters Score -1335434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1335433.750000 Penalty: 4638.770996
	Iteration 121Q: 3 clusters Score -1335434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1335431.250000 Penalty: 4638.770996
	Iteration 122Q: 3 clusters Score -1335431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1335436.000000 Penalty: 4638.770996
	Iteration 123Q: 3 clusters Score -1335436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1335439.750000 Penalty: 4638.770996
	Iteration 124Q: 3 clusters Score -1335440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1335440.250000 Penalty: 4638.770996
	Iteration 125Q: 3 clusters Score -1335440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1335441.000000 Penalty: 4638.770996
	Iteration 126Q: 3 clusters Score -1335441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1335444.375000 Penalty: 4638.770996
	Iteration 127Q: 3 clusters Score -1335444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1335445.000000 Penalty: 4638.770996
	Iteration 128Q: 3 clusters Score -1335445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1335446.625000 Penalty: 4638.770996
	Iteration 129Q: 3 clusters Score -1335447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1335448.125000 Penalty: 4638.770996
	Iteration 130Q: 3 clusters Score -1335448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1335453.375000 Penalty: 4638.770996
	Iteration 131Q: 3 clusters Score -1335453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1335455.125000 Penalty: 4638.770996
	Iteration 132Q: 3 clusters Score -1335455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1335456.375000 Penalty: 4638.770996
	Iteration 133Q: 3 clusters Score -1335456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1335454.500000 Penalty: 4638.770996
	Iteration 134Q: 3 clusters Score -1335454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1335453.625000 Penalty: 4638.770996
	Iteration 135Q: 3 clusters Score -1335454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1335455.000000 Penalty: 4638.770996
	Iteration 136Q: 3 clusters Score -1335455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1335457.500000 Penalty: 4638.770996
	Iteration 137Q: 3 clusters Score -1335458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1335459.750000 Penalty: 4638.770996
	Iteration 138Q: 3 clusters Score -1335460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1335461.750000 Penalty: 4638.770996
	Iteration 139Q: 3 clusters Score -1335462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1335464.375000 Penalty: 4638.770996
	Iteration 140F: 3 clusters Score -1335464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1335465.625000 Penalty: 4638.770996
	Iteration 141Q: 3 clusters Score -1335466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1335467.625000 Penalty: 4638.770996
	Iteration 142Q: 3 clusters Score -1335468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1335469.375000 Penalty: 4638.770996
	Iteration 143Q: 3 clusters Score -1335469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1335470.000000 Penalty: 4638.770996
	Iteration 144Q: 3 clusters Score -1335470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1335470.500000 Penalty: 4638.770996
	Iteration 145Q: 3 clusters Score -1335470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1335471.875000 Penalty: 4638.770996
	Iteration 146Q: 3 clusters Score -1335472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1335477.125000 Penalty: 4638.770996
	Iteration 147Q: 3 clusters Score -1335477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1335477.625000 Penalty: 4638.770996
	Iteration 148Q: 3 clusters Score -1335478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1335480.875000 Penalty: 4638.770996
	Iteration 149Q: 3 clusters Score -1335481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1335482.125000 Penalty: 4638.770996
	Iteration 150Q: 3 clusters Score -1335482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1335481.000000 Penalty: 4638.770996
	Iteration 151Q: 3 clusters Score -1335481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1335483.250000 Penalty: 4638.770996
	Iteration 152Q: 3 clusters Score -1335483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1335488.250000 Penalty: 4638.770996
	Iteration 153Q: 3 clusters Score -1335488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1335488.750000 Penalty: 4638.770996
	Iteration 154Q: 3 clusters Score -1335489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1335488.750000 Penalty: 4638.770996
	Iteration 155Q: 3 clusters Score -1335489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1335489.500000 Penalty: 4638.770996
	Iteration 156Q: 3 clusters Score -1335490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1335491.000000 Penalty: 4638.770996
	Iteration 157Q: 3 clusters Score -1335491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1335492.500000 Penalty: 4638.770996
	Iteration 158Q: 3 clusters Score -1335492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1335497.000000 Penalty: 4638.770996
	Iteration 159Q: 3 clusters Score -1335497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1335497.125000 Penalty: 4638.770996
	Iteration 160F: 3 clusters Score -1335497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1335498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1335497.875000 Penalty: 4638.770996
	Iteration 162F: 3 clusters Score -1335498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Entering Unmasked Estep 
Score: -1617813.875000 Penalty: 2365.116943
	Iteration 0F: 2 clusters Score -1617814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1607699.750000 Penalty: 4730.233887
	Iteration 0F: 3 clusters Score -1607700 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1610913.125000 Penalty: 4730.233887
	Iteration 1F: 3 clusters Score -1610913 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1611310.000000 Penalty: 4730.233887
	Iteration 2F: 3 clusters Score -1611310 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1611641.750000 Penalty: 4730.233887
	Iteration 3F: 3 clusters Score -1611642 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1611956.750000 Penalty: 4730.233887
	Iteration 4Q: 3 clusters Score -1611957 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1612269.875000 Penalty: 4730.233887
	Iteration 5Q: 3 clusters Score -1612270 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1612633.250000 Penalty: 4730.233887
	Iteration 6Q: 3 clusters Score -1612633 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1613078.375000 Penalty: 4730.233887
	Iteration 7Q: 3 clusters Score -1613078 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1613626.000000 Penalty: 4730.233887
	Iteration 8F: 3 clusters Score -1613626 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1614197.625000 Penalty: 4730.233887
	Iteration 9F: 3 clusters Score -1614198 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1614705.125000 Penalty: 4730.233887
	Iteration 10Q: 3 clusters Score -1614705 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1615078.125000 Penalty: 4730.233887
	Iteration 11Q: 3 clusters Score -1615078 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1615305.250000 Penalty: 4730.233887
	Iteration 12Q: 3 clusters Score -1615305 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1615435.875000 Penalty: 4730.233887
	Iteration 13Q: 3 clusters Score -1615436 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1615547.500000 Penalty: 4730.233887
	Iteration 14Q: 3 clusters Score -1615548 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1615652.625000 Penalty: 4730.233887
	Iteration 15Q: 3 clusters Score -1615653 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1615769.375000 Penalty: 4730.233887
	Iteration 16Q: 3 clusters Score -1615769 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1615873.375000 Penalty: 4730.233887
	Iteration 17Q: 3 clusters Score -1615873 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1615976.625000 Penalty: 4730.233887
	Iteration 18Q: 3 clusters Score -1615977 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1616093.250000 Penalty: 4730.233887
	Iteration 19Q: 3 clusters Score -1616093 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1616207.250000 Penalty: 4730.233887
	Iteration 20F: 3 clusters Score -1616207 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1616302.625000 Penalty: 4730.233887
	Iteration 21Q: 3 clusters Score -1616303 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1616371.750000 Penalty: 4730.233887
	Iteration 22Q: 3 clusters Score -1616372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1616422.250000 Penalty: 4730.233887
	Iteration 23Q: 3 clusters Score -1616422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1616451.750000 Penalty: 4730.233887
	Iteration 24Q: 3 clusters Score -1616452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1616472.250000 Penalty: 4730.233887
	Iteration 25Q: 3 clusters Score -1616472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1616497.125000 Penalty: 4730.233887
	Iteration 26Q: 3 clusters Score -1616497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1616502.625000 Penalty: 4730.233887
	Iteration 27Q: 3 clusters Score -1616503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1616509.875000 Penalty: 4730.233887
	Iteration 28Q: 3 clusters Score -1616510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1616516.250000 Penalty: 4730.233887
	Iteration 29Q: 3 clusters Score -1616516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1616519.625000 Penalty: 4730.233887
	Iteration 30Q: 3 clusters Score -1616520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1616522.500000 Penalty: 4730.233887
	Iteration 31Q: 3 clusters Score -1616522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1616523.875000 Penalty: 4730.233887
	Iteration 32Q: 3 clusters Score -1616524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1616528.000000 Penalty: 4730.233887
	Iteration 33Q: 3 clusters Score -1616528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1616529.000000 Penalty: 4730.233887
	Iteration 34Q: 3 clusters Score -1616529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1616531.875000 Penalty: 4730.233887
	Iteration 35Q: 3 clusters Score -1616532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1616532.875000 Penalty: 4730.233887
	Iteration 36Q: 3 clusters Score -1616533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1616533.375000 Penalty: 4730.233887
	Iteration 37Q: 3 clusters Score -1616533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1616531.375000 Penalty: 4730.233887
	Iteration 38Q: 3 clusters Score -1616531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1616532.125000 Penalty: 4730.233887
	Iteration 39Q: 3 clusters Score -1616532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1616532.125000 Penalty: 4730.233887
	Iteration 40F: 3 clusters Score -1616532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170073 members 
Entering Unmasked Estep 
Score: -20094132.000000 Penalty: 2986.907959
	Iteration 0F: 2 clusters Score -2.009413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 84988 members 
Entering Unmasked Estep 
Score: -19981224.000000 Penalty: 5973.815918
	Iteration 0F: 3 clusters Score -1.998122e+07 nChanged 81471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 83197 members 
Entering Unmasked Estep 
Score: -20028050.000000 Penalty: 5973.815918
	Iteration 1F: 3 clusters Score -2.002805e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -20028950.000000 Penalty: 5973.815918
	Iteration 2Q: 3 clusters Score -2.002895e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -20030058.000000 Penalty: 5973.815918
	Iteration 3Q: 3 clusters Score -2.003006e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -20031386.000000 Penalty: 5973.815918
	Iteration 4Q: 3 clusters Score -2.003139e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -20033482.000000 Penalty: 5973.815918
	Iteration 5Q: 3 clusters Score -2.003348e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98490 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -20036592.000000 Penalty: 5973.815918
	Iteration 6Q: 3 clusters Score -2.003659e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -20041514.000000 Penalty: 5973.815918
	Iteration 7F: 3 clusters Score -2.004151e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114022 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -20048930.000000 Penalty: 5973.815918
	Iteration 8F: 3 clusters Score -2.004893e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124330 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -20058516.000000 Penalty: 5973.815918
	Iteration 9F: 3 clusters Score -2.005852e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134305 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -20068580.000000 Penalty: 5973.815918
	Iteration 10F: 3 clusters Score -2.006858e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141780 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -20076030.000000 Penalty: 5973.815918
	Iteration 11F: 3 clusters Score -2.007603e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146749 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -20080922.000000 Penalty: 5973.815918
	Iteration 12Q: 3 clusters Score -2.008092e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150135 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -20083514.000000 Penalty: 5973.815918
	Iteration 13Q: 3 clusters Score -2.008351e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152815 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -20085280.000000 Penalty: 5973.815918
	Iteration 14Q: 3 clusters Score -2.008528e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -20086460.000000 Penalty: 5973.815918
	Iteration 15Q: 3 clusters Score -2.008646e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157026 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -20087528.000000 Penalty: 5973.815918
	Iteration 16Q: 3 clusters Score -2.008753e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158682 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -20088358.000000 Penalty: 5973.815918
	Iteration 17Q: 3 clusters Score -2.008836e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160096 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -20088972.000000 Penalty: 5973.815918
	Iteration 18Q: 3 clusters Score -2.008897e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161326 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -20089590.000000 Penalty: 5973.815918
	Iteration 19Q: 3 clusters Score -2.008959e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162377 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -20090068.000000 Penalty: 5973.815918
	Iteration 20F: 3 clusters Score -2.009007e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163237 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -20090424.000000 Penalty: 5973.815918
	Iteration 21Q: 3 clusters Score -2.009042e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -20090886.000000 Penalty: 5973.815918
	Iteration 22Q: 3 clusters Score -2.009089e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -20091128.000000 Penalty: 5973.815918
	Iteration 23Q: 3 clusters Score -2.009113e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165260 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -20091334.000000 Penalty: 5973.815918
	Iteration 24Q: 3 clusters Score -2.009133e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -20091500.000000 Penalty: 5973.815918
	Iteration 25Q: 3 clusters Score -2.00915e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166042 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -20091602.000000 Penalty: 5973.815918
	Iteration 26Q: 3 clusters Score -2.00916e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166330 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -20091614.000000 Penalty: 5973.815918
	Iteration 27Q: 3 clusters Score -2.009161e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166591 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -20091700.000000 Penalty: 5973.815918
	Iteration 28Q: 3 clusters Score -2.00917e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -20091778.000000 Penalty: 5973.815918
	Iteration 29Q: 3 clusters Score -2.009178e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167002 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -20091870.000000 Penalty: 5973.815918
	Iteration 30Q: 3 clusters Score -2.009187e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167172 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -20091944.000000 Penalty: 5973.815918
	Iteration 31Q: 3 clusters Score -2.009194e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167310 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -20091944.000000 Penalty: 5973.815918
	Iteration 32Q: 3 clusters Score -2.009194e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167422 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -20091938.000000 Penalty: 5973.815918
	Iteration 33Q: 3 clusters Score -2.009194e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167527 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -20091982.000000 Penalty: 5973.815918
	Iteration 34Q: 3 clusters Score -2.009198e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167607 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -20092026.000000 Penalty: 5973.815918
	Iteration 35Q: 3 clusters Score -2.009203e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -20092046.000000 Penalty: 5973.815918
	Iteration 36Q: 3 clusters Score -2.009205e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167747 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -20092074.000000 Penalty: 5973.815918
	Iteration 37Q: 3 clusters Score -2.009207e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167807 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -20092078.000000 Penalty: 5973.815918
	Iteration 38Q: 3 clusters Score -2.009208e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167847 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -20092084.000000 Penalty: 5973.815918
	Iteration 39Q: 3 clusters Score -2.009208e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -20092146.000000 Penalty: 5973.815918
	Iteration 40F: 3 clusters Score -2.009215e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -20092128.000000 Penalty: 5973.815918
	Iteration 41Q: 3 clusters Score -2.009213e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167964 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -20092140.000000 Penalty: 5973.815918
	Iteration 42Q: 3 clusters Score -2.009214e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167992 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -20092170.000000 Penalty: 5973.815918
	Iteration 43Q: 3 clusters Score -2.009217e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -20092154.000000 Penalty: 5973.815918
	Iteration 44Q: 3 clusters Score -2.009215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -20092174.000000 Penalty: 5973.815918
	Iteration 45Q: 3 clusters Score -2.009217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168045 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -20092180.000000 Penalty: 5973.815918
	Iteration 46Q: 3 clusters Score -2.009218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168052 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -20092176.000000 Penalty: 5973.815918
	Iteration 47Q: 3 clusters Score -2.009218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -20092184.000000 Penalty: 5973.815918
	Iteration 48Q: 3 clusters Score -2.009218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168069 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -20092180.000000 Penalty: 5973.815918
	Iteration 49Q: 3 clusters Score -2.009218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168078 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -20092182.000000 Penalty: 5973.815918
	Iteration 50Q: 3 clusters Score -2.009218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168085 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -20092162.000000 Penalty: 5973.815918
	Iteration 51Q: 3 clusters Score -2.009216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168090 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -20092186.000000 Penalty: 5973.815918
	Iteration 52Q: 3 clusters Score -2.009219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -20092182.000000 Penalty: 5973.815918
	Iteration 53Q: 3 clusters Score -2.009218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168096 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -20092178.000000 Penalty: 5973.815918
	Iteration 54Q: 3 clusters Score -2.009218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168097 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -20092190.000000 Penalty: 5973.815918
	Iteration 55Q: 3 clusters Score -2.009219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168097 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -20092190.000000 Penalty: 5973.815918
	Iteration 56F: 3 clusters Score -2.009219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Entering Unmasked Estep 
Score: -7287208.500000 Penalty: 2730.660645
	Iteration 0F: 2 clusters Score -7287208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -7246890.500000 Penalty: 5461.321289
	Iteration 0F: 3 clusters Score -7246890 nChanged 28165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -7262680.500000 Penalty: 5461.321289
	Iteration 1F: 3 clusters Score -7262680 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -7263575.000000 Penalty: 5461.321289
	Iteration 2Q: 3 clusters Score -7263575 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -7264727.000000 Penalty: 5461.321289
	Iteration 3Q: 3 clusters Score -7264727 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -7266348.500000 Penalty: 5461.321289
	Iteration 4F: 3 clusters Score -7266348 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -7268360.500000 Penalty: 5461.321289
	Iteration 5F: 3 clusters Score -7268360 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -7270702.500000 Penalty: 5461.321289
	Iteration 6F: 3 clusters Score -7270702 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -7272808.000000 Penalty: 5461.321289
	Iteration 7F: 3 clusters Score -7272808 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -7274402.000000 Penalty: 5461.321289
	Iteration 8F: 3 clusters Score -7274402 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -7275635.000000 Penalty: 5461.321289
	Iteration 9Q: 3 clusters Score -7275635 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -7276494.000000 Penalty: 5461.321289
	Iteration 10Q: 3 clusters Score -7276494 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -7277289.000000 Penalty: 5461.321289
	Iteration 11Q: 3 clusters Score -7277289 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -7278027.000000 Penalty: 5461.321289
	Iteration 12Q: 3 clusters Score -7278027 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -7278755.500000 Penalty: 5461.321289
	Iteration 13Q: 3 clusters Score -7278756 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -7279559.500000 Penalty: 5461.321289
	Iteration 14Q: 3 clusters Score -7279560 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -7280480.000000 Penalty: 5461.321289
	Iteration 15Q: 3 clusters Score -7280480 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -7281396.500000 Penalty: 5461.321289
	Iteration 16Q: 3 clusters Score -7281396 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -7282335.500000 Penalty: 5461.321289
	Iteration 17Q: 3 clusters Score -7282336 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -7283036.500000 Penalty: 5461.321289
	Iteration 18Q: 3 clusters Score -7283036 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -7283534.500000 Penalty: 5461.321289
	Iteration 19Q: 3 clusters Score -7283534 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -7283857.500000 Penalty: 5461.321289
	Iteration 20F: 3 clusters Score -7283858 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -7284090.500000 Penalty: 5461.321289
	Iteration 21Q: 3 clusters Score -7284090 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -7284264.500000 Penalty: 5461.321289
	Iteration 22Q: 3 clusters Score -7284264 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7284439.000000 Penalty: 5461.321289
	Iteration 23Q: 3 clusters Score -7284439 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -7284554.000000 Penalty: 5461.321289
	Iteration 24Q: 3 clusters Score -7284554 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7284667.000000 Penalty: 5461.321289
	Iteration 25Q: 3 clusters Score -7284667 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7284747.000000 Penalty: 5461.321289
	Iteration 26Q: 3 clusters Score -7284747 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7284808.000000 Penalty: 5461.321289
	Iteration 27Q: 3 clusters Score -7284808 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7284847.000000 Penalty: 5461.321289
	Iteration 28Q: 3 clusters Score -7284847 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7284888.500000 Penalty: 5461.321289
	Iteration 29Q: 3 clusters Score -7284888 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7284912.000000 Penalty: 5461.321289
	Iteration 30Q: 3 clusters Score -7284912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7284940.000000 Penalty: 5461.321289
	Iteration 31Q: 3 clusters Score -7284940 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7284958.500000 Penalty: 5461.321289
	Iteration 32Q: 3 clusters Score -7284958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7284973.000000 Penalty: 5461.321289
	Iteration 33Q: 3 clusters Score -7284973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7284996.500000 Penalty: 5461.321289
	Iteration 34Q: 3 clusters Score -7284996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7285004.000000 Penalty: 5461.321289
	Iteration 35Q: 3 clusters Score -7285004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7285009.500000 Penalty: 5461.321289
	Iteration 36Q: 3 clusters Score -7285010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7285008.500000 Penalty: 5461.321289
	Iteration 37Q: 3 clusters Score -7285008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7285025.500000 Penalty: 5461.321289
	Iteration 38Q: 3 clusters Score -7285026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7285042.000000 Penalty: 5461.321289
	Iteration 39Q: 3 clusters Score -7285042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7285051.500000 Penalty: 5461.321289
	Iteration 40F: 3 clusters Score -7285052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7285059.000000 Penalty: 5461.321289
	Iteration 41Q: 3 clusters Score -7285059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7285065.000000 Penalty: 5461.321289
	Iteration 42Q: 3 clusters Score -7285065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7285066.500000 Penalty: 5461.321289
	Iteration 43Q: 3 clusters Score -7285066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7285064.500000 Penalty: 5461.321289
	Iteration 44Q: 3 clusters Score -7285064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7285077.000000 Penalty: 5461.321289
	Iteration 45Q: 3 clusters Score -7285077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7285071.500000 Penalty: 5461.321289
	Iteration 46Q: 3 clusters Score -7285072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7285079.500000 Penalty: 5461.321289
	Iteration 47Q: 3 clusters Score -7285080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7285073.000000 Penalty: 5461.321289
	Iteration 48Q: 3 clusters Score -7285073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7285081.000000 Penalty: 5461.321289
	Iteration 49Q: 3 clusters Score -7285081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7285082.000000 Penalty: 5461.321289
	Iteration 50Q: 3 clusters Score -7285082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7285078.500000 Penalty: 5461.321289
	Iteration 51Q: 3 clusters Score -7285078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7285079.000000 Penalty: 5461.321289
	Iteration 52Q: 3 clusters Score -7285079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7285085.000000 Penalty: 5461.321289
	Iteration 53Q: 3 clusters Score -7285085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7285088.500000 Penalty: 5461.321289
	Iteration 54Q: 3 clusters Score -7285088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7285085.000000 Penalty: 5461.321289
	Iteration 55Q: 3 clusters Score -7285085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7285088.000000 Penalty: 5461.321289
	Iteration 56Q: 3 clusters Score -7285088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7285088.000000 Penalty: 5461.321289
	Iteration 57Q: 3 clusters Score -7285088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7285087.000000 Penalty: 5461.321289
	Iteration 58Q: 3 clusters Score -7285087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7285092.000000 Penalty: 5461.321289
	Iteration 59Q: 3 clusters Score -7285092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7285087.000000 Penalty: 5461.321289
	Iteration 60F: 3 clusters Score -7285087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7285089.000000 Penalty: 5461.321289
	Iteration 61Q: 3 clusters Score -7285089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7285090.500000 Penalty: 5461.321289
	Iteration 62Q: 3 clusters Score -7285090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7285088.000000 Penalty: 5461.321289
	Iteration 63Q: 3 clusters Score -7285088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7285092.000000 Penalty: 5461.321289
	Iteration 64Q: 3 clusters Score -7285092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7285097.000000 Penalty: 5461.321289
	Iteration 65Q: 3 clusters Score -7285097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -7285099.500000 Penalty: 5461.321289
	Iteration 66Q: 3 clusters Score -7285100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7285101.500000 Penalty: 5461.321289
	Iteration 67Q: 3 clusters Score -7285102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7285109.500000 Penalty: 5461.321289
	Iteration 68Q: 3 clusters Score -7285110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7285110.500000 Penalty: 5461.321289
	Iteration 69Q: 3 clusters Score -7285110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7285108.000000 Penalty: 5461.321289
	Iteration 70Q: 3 clusters Score -7285108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7285112.500000 Penalty: 5461.321289
	Iteration 71Q: 3 clusters Score -7285112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7285111.000000 Penalty: 5461.321289
	Iteration 72Q: 3 clusters Score -7285111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7285114.000000 Penalty: 5461.321289
	Iteration 73Q: 3 clusters Score -7285114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7285111.000000 Penalty: 5461.321289
	Iteration 74Q: 3 clusters Score -7285111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7285111.000000 Penalty: 5461.321289
	Iteration 75F: 3 clusters Score -7285111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -165291.031250 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -165291 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 600 members 
Entering Unmasked Estep 
Score: -163256.531250 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -163256.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -163685.640625 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -163685.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -163904.453125 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -163904.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164052.609375 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -164052.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -164167.953125 Penalty: 3513.360352
	Iteration 4Q: 3 clusters Score -164168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -164232.375000 Penalty: 3513.360352
	Iteration 5Q: 3 clusters Score -164232.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -164293.093750 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -164293.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -164343.671875 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -164343.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -164366.109375 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -164366.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -164392.984375 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -164393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -164407.750000 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -164407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -164435.390625 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -164435.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -164469.546875 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -164469.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -164485.281250 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -164485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -164490.468750 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -164490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -164494.125000 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -164494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -164495.968750 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -164496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -164500.546875 Penalty: 3513.360352
	Iteration 17Q: 3 clusters Score -164500.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -164525.140625 Penalty: 3513.360352
	Iteration 18Q: 3 clusters Score -164525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -164556.031250 Penalty: 3513.360352
	Iteration 19Q: 3 clusters Score -164556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -164589.640625 Penalty: 3513.360352
	Iteration 20F: 3 clusters Score -164589.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -164621.921875 Penalty: 3513.360352
	Iteration 21Q: 3 clusters Score -164621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -164644.343750 Penalty: 3513.360352
	Iteration 22Q: 3 clusters Score -164644.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -164661.218750 Penalty: 3513.360352
	Iteration 23Q: 3 clusters Score -164661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -164670.671875 Penalty: 3513.360352
	Iteration 24Q: 3 clusters Score -164670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -164672.859375 Penalty: 3513.360352
	Iteration 25Q: 3 clusters Score -164672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -164678.171875 Penalty: 3513.360352
	Iteration 26Q: 3 clusters Score -164678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -164682.578125 Penalty: 3513.360352
	Iteration 27Q: 3 clusters Score -164682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -164682.578125 Penalty: 3513.360352
	Iteration 28F: 3 clusters Score -164682.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Entering Unmasked Estep 
Score: -1360443.625000 Penalty: 2323.947754
	Iteration 0F: 2 clusters Score -1360444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1351646.375000 Penalty: 4647.895508
	Iteration 0F: 3 clusters Score -1351646 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1354571.500000 Penalty: 4647.895508
	Iteration 1F: 3 clusters Score -1354572 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1355126.750000 Penalty: 4647.895508
	Iteration 2F: 3 clusters Score -1355127 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1355592.000000 Penalty: 4647.895508
	Iteration 3F: 3 clusters Score -1355592 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1356038.875000 Penalty: 4647.895508
	Iteration 4F: 3 clusters Score -1356039 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1356499.125000 Penalty: 4647.895508
	Iteration 5F: 3 clusters Score -1356499 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1356945.750000 Penalty: 4647.895508
	Iteration 6F: 3 clusters Score -1356946 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1357403.000000 Penalty: 4647.895508
	Iteration 7F: 3 clusters Score -1357403 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1357824.375000 Penalty: 4647.895508
	Iteration 8Q: 3 clusters Score -1357824 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1358150.000000 Penalty: 4647.895508
	Iteration 9Q: 3 clusters Score -1358150 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1358380.000000 Penalty: 4647.895508
	Iteration 10Q: 3 clusters Score -1358380 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1358532.375000 Penalty: 4647.895508
	Iteration 11Q: 3 clusters Score -1358532 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1358639.625000 Penalty: 4647.895508
	Iteration 12Q: 3 clusters Score -1358640 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1358736.750000 Penalty: 4647.895508
	Iteration 13Q: 3 clusters Score -1358737 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1358823.625000 Penalty: 4647.895508
	Iteration 14Q: 3 clusters Score -1358824 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1358910.125000 Penalty: 4647.895508
	Iteration 15Q: 3 clusters Score -1358910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1358995.875000 Penalty: 4647.895508
	Iteration 16Q: 3 clusters Score -1358996 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1359098.375000 Penalty: 4647.895508
	Iteration 17Q: 3 clusters Score -1359098 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1359203.500000 Penalty: 4647.895508
	Iteration 18Q: 3 clusters Score -1359204 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1359307.625000 Penalty: 4647.895508
	Iteration 19Q: 3 clusters Score -1359308 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1359405.250000 Penalty: 4647.895508
	Iteration 20F: 3 clusters Score -1359405 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1359500.250000 Penalty: 4647.895508
	Iteration 21Q: 3 clusters Score -1359500 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1359564.500000 Penalty: 4647.895508
	Iteration 22Q: 3 clusters Score -1359564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1359610.750000 Penalty: 4647.895508
	Iteration 23Q: 3 clusters Score -1359611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1359649.625000 Penalty: 4647.895508
	Iteration 24Q: 3 clusters Score -1359650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1359664.500000 Penalty: 4647.895508
	Iteration 25Q: 3 clusters Score -1359664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1359678.875000 Penalty: 4647.895508
	Iteration 26Q: 3 clusters Score -1359679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1359681.500000 Penalty: 4647.895508
	Iteration 27Q: 3 clusters Score -1359682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1359687.250000 Penalty: 4647.895508
	Iteration 28Q: 3 clusters Score -1359687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1359688.125000 Penalty: 4647.895508
	Iteration 29Q: 3 clusters Score -1359688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1359689.625000 Penalty: 4647.895508
	Iteration 30Q: 3 clusters Score -1359690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1359692.500000 Penalty: 4647.895508
	Iteration 31Q: 3 clusters Score -1359692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1359692.250000 Penalty: 4647.895508
	Iteration 32Q: 3 clusters Score -1359692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1359693.875000 Penalty: 4647.895508
	Iteration 33Q: 3 clusters Score -1359694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1359696.375000 Penalty: 4647.895508
	Iteration 34Q: 3 clusters Score -1359696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1359695.250000 Penalty: 4647.895508
	Iteration 35Q: 3 clusters Score -1359695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1359698.750000 Penalty: 4647.895508
	Iteration 36Q: 3 clusters Score -1359699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1359698.250000 Penalty: 4647.895508
	Iteration 37Q: 3 clusters Score -1359698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1359697.500000 Penalty: 4647.895508
	Iteration 38Q: 3 clusters Score -1359698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1359701.250000 Penalty: 4647.895508
	Iteration 39Q: 3 clusters Score -1359701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1359704.250000 Penalty: 4647.895508
	Iteration 40F: 3 clusters Score -1359704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1359706.625000 Penalty: 4647.895508
	Iteration 41Q: 3 clusters Score -1359707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1359707.000000 Penalty: 4647.895508
	Iteration 42Q: 3 clusters Score -1359707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1359707.375000 Penalty: 4647.895508
	Iteration 43Q: 3 clusters Score -1359707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1359707.125000 Penalty: 4647.895508
	Iteration 44Q: 3 clusters Score -1359707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1359707.500000 Penalty: 4647.895508
	Iteration 45Q: 3 clusters Score -1359708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1359707.500000 Penalty: 4647.895508
	Iteration 46F: 3 clusters Score -1359708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -863450.000000 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -863450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -856811.125000 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -856811.1 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -858954.687500 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -858954.7 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -859485.187500 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -859485.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -859978.875000 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -859978.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -860467.812500 Penalty: 4495.305664
	Iteration 4F: 3 clusters Score -860467.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -860911.625000 Penalty: 4495.305664
	Iteration 5F: 3 clusters Score -860911.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -861302.187500 Penalty: 4495.305664
	Iteration 6F: 3 clusters Score -861302.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -861581.562500 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -861581.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -861765.000000 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -861765 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -861878.937500 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -861878.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -861959.875000 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -861959.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -862016.875000 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -862016.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -862055.250000 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -862055.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -862093.250000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -862093.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -862127.687500 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -862127.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -862156.625000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -862156.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -862182.375000 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -862182.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -862199.312500 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -862199.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -862210.062500 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -862210.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -862221.687500 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -862221.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -862232.750000 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -862232.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -862243.625000 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -862243.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -862254.375000 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -862254.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -862265.687500 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -862265.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -862275.375000 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -862275.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -862280.437500 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -862280.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -862287.875000 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -862287.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -862292.500000 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -862292.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -862296.937500 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -862296.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -862301.375000 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -862301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -862303.625000 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -862303.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -862315.250000 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -862315.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -862326.687500 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -862326.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -862339.875000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -862339.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -862353.562500 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -862353.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -862365.062500 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -862365.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -862385.000000 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -862385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -862407.437500 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -862407.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -862427.562500 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -862427.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -862449.625000 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -862449.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -862466.062500 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -862466.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -862481.875000 Penalty: 4495.305664
	Iteration 41Q: 3 clusters Score -862481.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -862495.687500 Penalty: 4495.305664
	Iteration 42Q: 3 clusters Score -862495.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -862510.750000 Penalty: 4495.305664
	Iteration 43Q: 3 clusters Score -862510.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -862528.250000 Penalty: 4495.305664
	Iteration 44Q: 3 clusters Score -862528.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -862538.312500 Penalty: 4495.305664
	Iteration 45Q: 3 clusters Score -862538.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -862543.875000 Penalty: 4495.305664
	Iteration 46Q: 3 clusters Score -862543.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -862551.062500 Penalty: 4495.305664
	Iteration 47Q: 3 clusters Score -862551.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -862560.062500 Penalty: 4495.305664
	Iteration 48Q: 3 clusters Score -862560.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -862563.750000 Penalty: 4495.305664
	Iteration 49Q: 3 clusters Score -862563.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -862572.187500 Penalty: 4495.305664
	Iteration 50Q: 3 clusters Score -862572.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -862581.937500 Penalty: 4495.305664
	Iteration 51Q: 3 clusters Score -862581.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -862587.437500 Penalty: 4495.305664
	Iteration 52Q: 3 clusters Score -862587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -862592.312500 Penalty: 4495.305664
	Iteration 53Q: 3 clusters Score -862592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -862593.625000 Penalty: 4495.305664
	Iteration 54Q: 3 clusters Score -862593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -862593.625000 Penalty: 4495.305664
	Iteration 55Q: 3 clusters Score -862593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -862592.000000 Penalty: 4495.305664
	Iteration 56Q: 3 clusters Score -862592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -862592.750000 Penalty: 4495.305664
	Iteration 57Q: 3 clusters Score -862592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -862592.750000 Penalty: 4495.305664
	Iteration 58F: 3 clusters Score -862592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -560292.062500 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -560292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -555890.937500 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -555890.9 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -556919.250000 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -556919.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -557243.625000 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -557243.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -557553.937500 Penalty: 4218.640625
	Iteration 3F: 3 clusters Score -557553.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -557852.875000 Penalty: 4218.640625
	Iteration 4F: 3 clusters Score -557852.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -558112.125000 Penalty: 4218.640625
	Iteration 5F: 3 clusters Score -558112.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -558282.062500 Penalty: 4218.640625
	Iteration 6F: 3 clusters Score -558282.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -558401.625000 Penalty: 4218.640625
	Iteration 7Q: 3 clusters Score -558401.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -558503.625000 Penalty: 4218.640625
	Iteration 8Q: 3 clusters Score -558503.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -558572.875000 Penalty: 4218.640625
	Iteration 9Q: 3 clusters Score -558572.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -558630.625000 Penalty: 4218.640625
	Iteration 10Q: 3 clusters Score -558630.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -558681.437500 Penalty: 4218.640625
	Iteration 11Q: 3 clusters Score -558681.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -558728.375000 Penalty: 4218.640625
	Iteration 12Q: 3 clusters Score -558728.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -558766.437500 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -558766.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -558819.625000 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -558819.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -558883.875000 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -558883.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -558956.812500 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -558956.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -559036.562500 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -559036.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -559147.000000 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -559147 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -559273.000000 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -559273 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -559347.812500 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -559347.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -559373.000000 Penalty: 4218.640625
	Iteration 21Q: 3 clusters Score -559373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -559385.812500 Penalty: 4218.640625
	Iteration 22Q: 3 clusters Score -559385.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -559392.000000 Penalty: 4218.640625
	Iteration 23Q: 3 clusters Score -559392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -559394.437500 Penalty: 4218.640625
	Iteration 24Q: 3 clusters Score -559394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -559396.000000 Penalty: 4218.640625
	Iteration 25Q: 3 clusters Score -559396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -559396.125000 Penalty: 4218.640625
	Iteration 26Q: 3 clusters Score -559396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -559396.125000 Penalty: 4218.640625
	Iteration 27Q: 3 clusters Score -559396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -559396.625000 Penalty: 4218.640625
	Iteration 28Q: 3 clusters Score -559396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -559397.687500 Penalty: 4218.640625
	Iteration 29Q: 3 clusters Score -559397.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -559397.250000 Penalty: 4218.640625
	Iteration 30Q: 3 clusters Score -559397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -559397.250000 Penalty: 4218.640625
	Iteration 31F: 3 clusters Score -559397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (190054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190054 members 
Entering Unmasked Estep 
Score: -22165578.000000 Penalty: 3014.455811
	Iteration 0F: 2 clusters Score -2.216558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 94739 members 
Entering Unmasked Estep 
Score: -22040176.000000 Penalty: 6028.911621
	Iteration 0F: 3 clusters Score -2.204018e+07 nChanged 91494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -22094296.000000 Penalty: 6028.911621
	Iteration 1F: 3 clusters Score -2.20943e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104717 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -22096486.000000 Penalty: 6028.911621
	Iteration 2Q: 3 clusters Score -2.209649e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -22100132.000000 Penalty: 6028.911621
	Iteration 3Q: 3 clusters Score -2.210013e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118034 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -22105972.000000 Penalty: 6028.911621
	Iteration 4F: 3 clusters Score -2.210597e+07 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128293 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -22115058.000000 Penalty: 6028.911621
	Iteration 5F: 3 clusters Score -2.211506e+07 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139575 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -22125790.000000 Penalty: 6028.911621
	Iteration 6F: 3 clusters Score -2.212579e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149747 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -22137484.000000 Penalty: 6028.911621
	Iteration 7F: 3 clusters Score -2.213748e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156617 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -22146610.000000 Penalty: 6028.911621
	Iteration 8Q: 3 clusters Score -2.214661e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160541 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -22152852.000000 Penalty: 6028.911621
	Iteration 9Q: 3 clusters Score -2.215285e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162778 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -22156084.000000 Penalty: 6028.911621
	Iteration 10Q: 3 clusters Score -2.215608e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -22157802.000000 Penalty: 6028.911621
	Iteration 11Q: 3 clusters Score -2.21578e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -22158794.000000 Penalty: 6028.911621
	Iteration 12Q: 3 clusters Score -2.215879e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166518 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -22159450.000000 Penalty: 6028.911621
	Iteration 13Q: 3 clusters Score -2.215945e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167351 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -22159932.000000 Penalty: 6028.911621
	Iteration 14Q: 3 clusters Score -2.215993e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -22160258.000000 Penalty: 6028.911621
	Iteration 15Q: 3 clusters Score -2.216026e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168684 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -22160424.000000 Penalty: 6028.911621
	Iteration 16Q: 3 clusters Score -2.216042e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -22160640.000000 Penalty: 6028.911621
	Iteration 17Q: 3 clusters Score -2.216064e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -22160812.000000 Penalty: 6028.911621
	Iteration 18Q: 3 clusters Score -2.216081e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170332 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -22160864.000000 Penalty: 6028.911621
	Iteration 19Q: 3 clusters Score -2.216086e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -22160922.000000 Penalty: 6028.911621
	Iteration 20F: 3 clusters Score -2.216092e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -22161074.000000 Penalty: 6028.911621
	Iteration 21Q: 3 clusters Score -2.216107e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171953 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -22161160.000000 Penalty: 6028.911621
	Iteration 22Q: 3 clusters Score -2.216116e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -22161264.000000 Penalty: 6028.911621
	Iteration 23Q: 3 clusters Score -2.216126e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173079 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -22161322.000000 Penalty: 6028.911621
	Iteration 24Q: 3 clusters Score -2.216132e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173642 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -22161422.000000 Penalty: 6028.911621
	Iteration 25Q: 3 clusters Score -2.216142e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174179 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -22161488.000000 Penalty: 6028.911621
	Iteration 26Q: 3 clusters Score -2.216149e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174712 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -22161596.000000 Penalty: 6028.911621
	Iteration 27Q: 3 clusters Score -2.21616e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175258 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -22161736.000000 Penalty: 6028.911621
	Iteration 28Q: 3 clusters Score -2.216174e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175773 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -22161784.000000 Penalty: 6028.911621
	Iteration 29Q: 3 clusters Score -2.216178e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -22161878.000000 Penalty: 6028.911621
	Iteration 30Q: 3 clusters Score -2.216188e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176741 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -22161920.000000 Penalty: 6028.911621
	Iteration 31Q: 3 clusters Score -2.216192e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177235 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -22161966.000000 Penalty: 6028.911621
	Iteration 32Q: 3 clusters Score -2.216197e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177686 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -22162010.000000 Penalty: 6028.911621
	Iteration 33Q: 3 clusters Score -2.216201e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178113 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -22162096.000000 Penalty: 6028.911621
	Iteration 34Q: 3 clusters Score -2.21621e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178510 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -22162108.000000 Penalty: 6028.911621
	Iteration 35Q: 3 clusters Score -2.216211e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178901 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -22162088.000000 Penalty: 6028.911621
	Iteration 36Q: 3 clusters Score -2.216209e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179295 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -22162134.000000 Penalty: 6028.911621
	Iteration 37Q: 3 clusters Score -2.216213e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179686 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -22162136.000000 Penalty: 6028.911621
	Iteration 38Q: 3 clusters Score -2.216214e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180048 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -22162170.000000 Penalty: 6028.911621
	Iteration 39Q: 3 clusters Score -2.216217e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180455 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -22162194.000000 Penalty: 6028.911621
	Iteration 40F: 3 clusters Score -2.216219e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180857 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -22162218.000000 Penalty: 6028.911621
	Iteration 41Q: 3 clusters Score -2.216222e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181239 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -22162298.000000 Penalty: 6028.911621
	Iteration 42Q: 3 clusters Score -2.21623e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181609 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -22162338.000000 Penalty: 6028.911621
	Iteration 43Q: 3 clusters Score -2.216234e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181957 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -22162394.000000 Penalty: 6028.911621
	Iteration 44Q: 3 clusters Score -2.216239e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182291 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -22162406.000000 Penalty: 6028.911621
	Iteration 45Q: 3 clusters Score -2.216241e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182577 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -22162452.000000 Penalty: 6028.911621
	Iteration 46Q: 3 clusters Score -2.216245e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182859 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -22162476.000000 Penalty: 6028.911621
	Iteration 47Q: 3 clusters Score -2.216248e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183116 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -22162482.000000 Penalty: 6028.911621
	Iteration 48Q: 3 clusters Score -2.216248e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183370 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -22162554.000000 Penalty: 6028.911621
	Iteration 49Q: 3 clusters Score -2.216255e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183595 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -22162636.000000 Penalty: 6028.911621
	Iteration 50Q: 3 clusters Score -2.216264e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183805 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -22162664.000000 Penalty: 6028.911621
	Iteration 51Q: 3 clusters Score -2.216266e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183991 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -22162666.000000 Penalty: 6028.911621
	Iteration 52Q: 3 clusters Score -2.216267e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184176 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -22162668.000000 Penalty: 6028.911621
	Iteration 53Q: 3 clusters Score -2.216267e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184360 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -22162700.000000 Penalty: 6028.911621
	Iteration 54Q: 3 clusters Score -2.21627e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184537 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -22162698.000000 Penalty: 6028.911621
	Iteration 55Q: 3 clusters Score -2.21627e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184682 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -22162690.000000 Penalty: 6028.911621
	Iteration 56Q: 3 clusters Score -2.216269e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184824 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -22162706.000000 Penalty: 6028.911621
	Iteration 57Q: 3 clusters Score -2.216271e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184954 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -22162766.000000 Penalty: 6028.911621
	Iteration 58Q: 3 clusters Score -2.216277e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185086 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -22162816.000000 Penalty: 6028.911621
	Iteration 59Q: 3 clusters Score -2.216282e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185198 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -22162810.000000 Penalty: 6028.911621
	Iteration 60F: 3 clusters Score -2.216281e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185316 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -22162834.000000 Penalty: 6028.911621
	Iteration 61Q: 3 clusters Score -2.216283e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185426 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -22162808.000000 Penalty: 6028.911621
	Iteration 62Q: 3 clusters Score -2.216281e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185545 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -22162870.000000 Penalty: 6028.911621
	Iteration 63Q: 3 clusters Score -2.216287e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185674 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -22162928.000000 Penalty: 6028.911621
	Iteration 64Q: 3 clusters Score -2.216293e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185792 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -22162890.000000 Penalty: 6028.911621
	Iteration 65Q: 3 clusters Score -2.216289e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185917 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -22162900.000000 Penalty: 6028.911621
	Iteration 66Q: 3 clusters Score -2.21629e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186018 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -22162924.000000 Penalty: 6028.911621
	Iteration 67Q: 3 clusters Score -2.216292e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186109 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -22162960.000000 Penalty: 6028.911621
	Iteration 68Q: 3 clusters Score -2.216296e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186214 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -22162974.000000 Penalty: 6028.911621
	Iteration 69Q: 3 clusters Score -2.216297e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186320 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -22163004.000000 Penalty: 6028.911621
	Iteration 70Q: 3 clusters Score -2.2163e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186404 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -22163012.000000 Penalty: 6028.911621
	Iteration 71Q: 3 clusters Score -2.216301e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186471 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -22163032.000000 Penalty: 6028.911621
	Iteration 72Q: 3 clusters Score -2.216303e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186534 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -22163068.000000 Penalty: 6028.911621
	Iteration 73Q: 3 clusters Score -2.216307e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186586 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -22163076.000000 Penalty: 6028.911621
	Iteration 74Q: 3 clusters Score -2.216308e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186653 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -22163086.000000 Penalty: 6028.911621
	Iteration 75Q: 3 clusters Score -2.216309e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186721 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -22163118.000000 Penalty: 6028.911621
	Iteration 76Q: 3 clusters Score -2.216312e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186777 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -22163156.000000 Penalty: 6028.911621
	Iteration 77Q: 3 clusters Score -2.216316e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186824 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -22163188.000000 Penalty: 6028.911621
	Iteration 78Q: 3 clusters Score -2.216319e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186886 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -22163186.000000 Penalty: 6028.911621
	Iteration 79Q: 3 clusters Score -2.216319e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186933 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -22163192.000000 Penalty: 6028.911621
	Iteration 80F: 3 clusters Score -2.216319e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186976 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -22163196.000000 Penalty: 6028.911621
	Iteration 81Q: 3 clusters Score -2.21632e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187019 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -22163202.000000 Penalty: 6028.911621
	Iteration 82Q: 3 clusters Score -2.21632e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187054 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -22163212.000000 Penalty: 6028.911621
	Iteration 83Q: 3 clusters Score -2.216321e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187104 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -22163250.000000 Penalty: 6028.911621
	Iteration 84Q: 3 clusters Score -2.216325e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187145 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -22163220.000000 Penalty: 6028.911621
	Iteration 85Q: 3 clusters Score -2.216322e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187166 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -22163222.000000 Penalty: 6028.911621
	Iteration 86Q: 3 clusters Score -2.216322e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187196 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -22163214.000000 Penalty: 6028.911621
	Iteration 87Q: 3 clusters Score -2.216321e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187221 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22163226.000000 Penalty: 6028.911621
	Iteration 88Q: 3 clusters Score -2.216323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187241 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -22163224.000000 Penalty: 6028.911621
	Iteration 89Q: 3 clusters Score -2.216322e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187270 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -22163222.000000 Penalty: 6028.911621
	Iteration 90Q: 3 clusters Score -2.216322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187295 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -22163240.000000 Penalty: 6028.911621
	Iteration 91Q: 3 clusters Score -2.216324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187311 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -22163234.000000 Penalty: 6028.911621
	Iteration 92Q: 3 clusters Score -2.216323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187334 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22163232.000000 Penalty: 6028.911621
	Iteration 93Q: 3 clusters Score -2.216323e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187349 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -22163214.000000 Penalty: 6028.911621
	Iteration 94Q: 3 clusters Score -2.216321e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -22163214.000000 Penalty: 6028.911621
	Iteration 95Q: 3 clusters Score -2.216321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187374 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -22163216.000000 Penalty: 6028.911621
	Iteration 96Q: 3 clusters Score -2.216322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -22163230.000000 Penalty: 6028.911621
	Iteration 97Q: 3 clusters Score -2.216323e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187405 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -22163222.000000 Penalty: 6028.911621
	Iteration 98Q: 3 clusters Score -2.216322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187421 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -22163208.000000 Penalty: 6028.911621
	Iteration 99Q: 3 clusters Score -2.216321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187432 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -22163208.000000 Penalty: 6028.911621
	Iteration 100F: 3 clusters Score -2.216321e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187451 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -22163230.000000 Penalty: 6028.911621
	Iteration 101Q: 3 clusters Score -2.216323e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187472 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -22163210.000000 Penalty: 6028.911621
	Iteration 102Q: 3 clusters Score -2.216321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187492 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -22163206.000000 Penalty: 6028.911621
	Iteration 103Q: 3 clusters Score -2.216321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187503 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -22163230.000000 Penalty: 6028.911621
	Iteration 104Q: 3 clusters Score -2.216323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187519 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -22163206.000000 Penalty: 6028.911621
	Iteration 105Q: 3 clusters Score -2.216321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187531 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -22163208.000000 Penalty: 6028.911621
	Iteration 106Q: 3 clusters Score -2.216321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187538 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -22163208.000000 Penalty: 6028.911621
	Iteration 107Q: 3 clusters Score -2.216321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187545 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -22163208.000000 Penalty: 6028.911621
	Iteration 108Q: 3 clusters Score -2.216321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187553 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -22163222.000000 Penalty: 6028.911621
	Iteration 109Q: 3 clusters Score -2.216322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187557 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -22163206.000000 Penalty: 6028.911621
	Iteration 110Q: 3 clusters Score -2.216321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187562 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -22163220.000000 Penalty: 6028.911621
	Iteration 111Q: 3 clusters Score -2.216322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187565 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -22163226.000000 Penalty: 6028.911621
	Iteration 112Q: 3 clusters Score -2.216323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187566 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -22163234.000000 Penalty: 6028.911621
	Iteration 113Q: 3 clusters Score -2.216323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22163236.000000 Penalty: 6028.911621
	Iteration 114Q: 3 clusters Score -2.216324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187567 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22163228.000000 Penalty: 6028.911621
	Iteration 115Q: 3 clusters Score -2.216323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22163238.000000 Penalty: 6028.911621
	Iteration 116Q: 3 clusters Score -2.216324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22163238.000000 Penalty: 6028.911621
	Iteration 117F: 3 clusters Score -2.216324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -645803.625000 Penalty: 2139.437744
	Iteration 0F: 2 clusters Score -645803.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -640953.187500 Penalty: 4278.875488
	Iteration 0F: 3 clusters Score -640953.2 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -642204.875000 Penalty: 4278.875488
	Iteration 1F: 3 clusters Score -642204.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -642552.937500 Penalty: 4278.875488
	Iteration 2F: 3 clusters Score -642552.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -642862.625000 Penalty: 4278.875488
	Iteration 3F: 3 clusters Score -642862.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -643138.312500 Penalty: 4278.875488
	Iteration 4F: 3 clusters Score -643138.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -643391.437500 Penalty: 4278.875488
	Iteration 5F: 3 clusters Score -643391.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -643625.375000 Penalty: 4278.875488
	Iteration 6Q: 3 clusters Score -643625.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -643806.375000 Penalty: 4278.875488
	Iteration 7Q: 3 clusters Score -643806.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -643925.062500 Penalty: 4278.875488
	Iteration 8Q: 3 clusters Score -643925.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -644029.875000 Penalty: 4278.875488
	Iteration 9Q: 3 clusters Score -644029.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -644113.312500 Penalty: 4278.875488
	Iteration 10Q: 3 clusters Score -644113.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -644164.312500 Penalty: 4278.875488
	Iteration 11Q: 3 clusters Score -644164.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -644202.187500 Penalty: 4278.875488
	Iteration 12Q: 3 clusters Score -644202.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -644224.500000 Penalty: 4278.875488
	Iteration 13Q: 3 clusters Score -644224.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -644242.687500 Penalty: 4278.875488
	Iteration 14Q: 3 clusters Score -644242.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -644257.937500 Penalty: 4278.875488
	Iteration 15Q: 3 clusters Score -644257.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -644267.000000 Penalty: 4278.875488
	Iteration 16Q: 3 clusters Score -644267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -644274.687500 Penalty: 4278.875488
	Iteration 17Q: 3 clusters Score -644274.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -644277.562500 Penalty: 4278.875488
	Iteration 18Q: 3 clusters Score -644277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -644281.562500 Penalty: 4278.875488
	Iteration 19Q: 3 clusters Score -644281.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -644286.875000 Penalty: 4278.875488
	Iteration 20F: 3 clusters Score -644286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -644289.875000 Penalty: 4278.875488
	Iteration 21Q: 3 clusters Score -644289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -644297.562500 Penalty: 4278.875488
	Iteration 22Q: 3 clusters Score -644297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -644298.937500 Penalty: 4278.875488
	Iteration 23Q: 3 clusters Score -644298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -644303.062500 Penalty: 4278.875488
	Iteration 24Q: 3 clusters Score -644303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -644302.812500 Penalty: 4278.875488
	Iteration 25Q: 3 clusters Score -644302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -644303.750000 Penalty: 4278.875488
	Iteration 26Q: 3 clusters Score -644303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -644307.000000 Penalty: 4278.875488
	Iteration 27Q: 3 clusters Score -644307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -644307.000000 Penalty: 4278.875488
	Iteration 28Q: 3 clusters Score -644307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -644307.812500 Penalty: 4278.875488
	Iteration 29Q: 3 clusters Score -644307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -644307.812500 Penalty: 4278.875488
	Iteration 30F: 3 clusters Score -644307.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Entering Unmasked Estep 
Score: -1535111.625000 Penalty: 2355.186768
	Iteration 0F: 2 clusters Score -1535112 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 6734 members 
Entering Unmasked Estep 
Score: -1525342.875000 Penalty: 4710.373535
	Iteration 0F: 3 clusters Score -1525343 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1528623.500000 Penalty: 4710.373535
	Iteration 1F: 3 clusters Score -1528624 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1529132.750000 Penalty: 4710.373535
	Iteration 2F: 3 clusters Score -1529133 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1529601.000000 Penalty: 4710.373535
	Iteration 3F: 3 clusters Score -1529601 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1530046.000000 Penalty: 4710.373535
	Iteration 4F: 3 clusters Score -1530046 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1530491.125000 Penalty: 4710.373535
	Iteration 5F: 3 clusters Score -1530491 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1530961.750000 Penalty: 4710.373535
	Iteration 6F: 3 clusters Score -1530962 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1531407.000000 Penalty: 4710.373535
	Iteration 7F: 3 clusters Score -1531407 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1531816.750000 Penalty: 4710.373535
	Iteration 8Q: 3 clusters Score -1531817 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1532197.000000 Penalty: 4710.373535
	Iteration 9Q: 3 clusters Score -1532197 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1532572.375000 Penalty: 4710.373535
	Iteration 10Q: 3 clusters Score -1532572 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1532876.750000 Penalty: 4710.373535
	Iteration 11Q: 3 clusters Score -1532877 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1533120.875000 Penalty: 4710.373535
	Iteration 12Q: 3 clusters Score -1533121 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1533335.000000 Penalty: 4710.373535
	Iteration 13Q: 3 clusters Score -1533335 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1533489.375000 Penalty: 4710.373535
	Iteration 14Q: 3 clusters Score -1533489 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1533612.750000 Penalty: 4710.373535
	Iteration 15Q: 3 clusters Score -1533613 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1533738.000000 Penalty: 4710.373535
	Iteration 16Q: 3 clusters Score -1533738 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1533871.375000 Penalty: 4710.373535
	Iteration 17Q: 3 clusters Score -1533871 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1534033.500000 Penalty: 4710.373535
	Iteration 18Q: 3 clusters Score -1534034 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1534225.500000 Penalty: 4710.373535
	Iteration 19Q: 3 clusters Score -1534226 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1534469.250000 Penalty: 4710.373535
	Iteration 20F: 3 clusters Score -1534469 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1534775.750000 Penalty: 4710.373535
	Iteration 21Q: 3 clusters Score -1534776 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1535017.250000 Penalty: 4710.373535
	Iteration 22Q: 3 clusters Score -1535017 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1535136.000000 Penalty: 4710.373535
	Iteration 23Q: 3 clusters Score -1535136 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1535199.750000 Penalty: 4710.373535
	Iteration 24Q: 3 clusters Score -1535200 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1535220.625000 Penalty: 4710.373535
	Iteration 25Q: 3 clusters Score -1535221 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1535235.875000 Penalty: 4710.373535
	Iteration 26Q: 3 clusters Score -1535236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1535235.250000 Penalty: 4710.373535
	Iteration 27Q: 3 clusters Score -1535235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1535239.875000 Penalty: 4710.373535
	Iteration 28Q: 3 clusters Score -1535240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1535241.250000 Penalty: 4710.373535
	Iteration 29Q: 3 clusters Score -1535241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1535245.375000 Penalty: 4710.373535
	Iteration 30Q: 3 clusters Score -1535245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1535248.250000 Penalty: 4710.373535
	Iteration 31Q: 3 clusters Score -1535248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1535247.750000 Penalty: 4710.373535
	Iteration 32Q: 3 clusters Score -1535248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1535249.000000 Penalty: 4710.373535
	Iteration 33Q: 3 clusters Score -1535249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1535253.625000 Penalty: 4710.373535
	Iteration 34Q: 3 clusters Score -1535254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1535252.250000 Penalty: 4710.373535
	Iteration 35Q: 3 clusters Score -1535252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1535252.625000 Penalty: 4710.373535
	Iteration 36Q: 3 clusters Score -1535253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1535248.500000 Penalty: 4710.373535
	Iteration 37Q: 3 clusters Score -1535248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1535251.375000 Penalty: 4710.373535
	Iteration 38Q: 3 clusters Score -1535251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1535251.375000 Penalty: 4710.373535
	Iteration 39F: 3 clusters Score -1535251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Mstep: Class 67 contains 7431 members 
Entering Unmasked Estep 
Score: -133774152.000000 Penalty: 232283.140625
Splitting cluster 21 changes total score from -133775096.000000 to -133774152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (27355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Entering Unmasked Estep 
Score: -2981441.750000 Penalty: 2533.730469
	Iteration 0F: 2 clusters Score -2981442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2962508.250000 Penalty: 5067.460938
	Iteration 0F: 3 clusters Score -2962508 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2969262.750000 Penalty: 5067.460938
	Iteration 1F: 3 clusters Score -2969263 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2969874.000000 Penalty: 5067.460938
	Iteration 2F: 3 clusters Score -2969874 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2970561.000000 Penalty: 5067.460938
	Iteration 3F: 3 clusters Score -2970561 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2971339.500000 Penalty: 5067.460938
	Iteration 4F: 3 clusters Score -2971340 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2972211.000000 Penalty: 5067.460938
	Iteration 5F: 3 clusters Score -2972211 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2973118.750000 Penalty: 5067.460938
	Iteration 6F: 3 clusters Score -2973119 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2973963.250000 Penalty: 5067.460938
	Iteration 7F: 3 clusters Score -2973963 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2974719.500000 Penalty: 5067.460938
	Iteration 8Q: 3 clusters Score -2974720 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2975336.500000 Penalty: 5067.460938
	Iteration 9Q: 3 clusters Score -2975336 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2975857.750000 Penalty: 5067.460938
	Iteration 10Q: 3 clusters Score -2975858 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2976288.500000 Penalty: 5067.460938
	Iteration 11Q: 3 clusters Score -2976288 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2976666.250000 Penalty: 5067.460938
	Iteration 12Q: 3 clusters Score -2976666 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2977005.250000 Penalty: 5067.460938
	Iteration 13Q: 3 clusters Score -2977005 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2977341.000000 Penalty: 5067.460938
	Iteration 14Q: 3 clusters Score -2977341 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2977620.500000 Penalty: 5067.460938
	Iteration 15Q: 3 clusters Score -2977620 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2977864.250000 Penalty: 5067.460938
	Iteration 16Q: 3 clusters Score -2977864 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2978115.250000 Penalty: 5067.460938
	Iteration 17Q: 3 clusters Score -2978115 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -2978327.500000 Penalty: 5067.460938
	Iteration 18Q: 3 clusters Score -2978328 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -2978496.250000 Penalty: 5067.460938
	Iteration 19Q: 3 clusters Score -2978496 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2978665.500000 Penalty: 5067.460938
	Iteration 20F: 3 clusters Score -2978666 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2978782.750000 Penalty: 5067.460938
	Iteration 21Q: 3 clusters Score -2978783 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -2978909.750000 Penalty: 5067.460938
	Iteration 22Q: 3 clusters Score -2978910 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -2979024.500000 Penalty: 5067.460938
	Iteration 23Q: 3 clusters Score -2979024 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -2979134.500000 Penalty: 5067.460938
	Iteration 24Q: 3 clusters Score -2979134 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -2979212.750000 Penalty: 5067.460938
	Iteration 25Q: 3 clusters Score -2979213 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -2979284.750000 Penalty: 5067.460938
	Iteration 26Q: 3 clusters Score -2979285 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -2979336.250000 Penalty: 5067.460938
	Iteration 27Q: 3 clusters Score -2979336 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2979368.750000 Penalty: 5067.460938
	Iteration 28Q: 3 clusters Score -2979369 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -2979382.000000 Penalty: 5067.460938
	Iteration 29Q: 3 clusters Score -2979382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -2979400.000000 Penalty: 5067.460938
	Iteration 30Q: 3 clusters Score -2979400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -2979409.000000 Penalty: 5067.460938
	Iteration 31Q: 3 clusters Score -2979409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -2979424.750000 Penalty: 5067.460938
	Iteration 32Q: 3 clusters Score -2979425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2979440.250000 Penalty: 5067.460938
	Iteration 33Q: 3 clusters Score -2979440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -2979453.500000 Penalty: 5067.460938
	Iteration 34Q: 3 clusters Score -2979454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2979453.000000 Penalty: 5067.460938
	Iteration 35Q: 3 clusters Score -2979453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -2979472.750000 Penalty: 5067.460938
	Iteration 36Q: 3 clusters Score -2979473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -2979483.250000 Penalty: 5067.460938
	Iteration 37Q: 3 clusters Score -2979483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -2979487.250000 Penalty: 5067.460938
	Iteration 38Q: 3 clusters Score -2979487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -2979495.750000 Penalty: 5067.460938
	Iteration 39Q: 3 clusters Score -2979496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -2979503.000000 Penalty: 5067.460938
	Iteration 40F: 3 clusters Score -2979503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -2979513.250000 Penalty: 5067.460938
	Iteration 41Q: 3 clusters Score -2979513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -2979525.000000 Penalty: 5067.460938
	Iteration 42Q: 3 clusters Score -2979525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -2979528.250000 Penalty: 5067.460938
	Iteration 43Q: 3 clusters Score -2979528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -2979533.000000 Penalty: 5067.460938
	Iteration 44Q: 3 clusters Score -2979533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -2979541.000000 Penalty: 5067.460938
	Iteration 45Q: 3 clusters Score -2979541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -2979536.500000 Penalty: 5067.460938
	Iteration 46Q: 3 clusters Score -2979536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2979531.750000 Penalty: 5067.460938
	Iteration 47Q: 3 clusters Score -2979532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -2979538.000000 Penalty: 5067.460938
	Iteration 48Q: 3 clusters Score -2979538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2979543.250000 Penalty: 5067.460938
	Iteration 49Q: 3 clusters Score -2979543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -2979545.000000 Penalty: 5067.460938
	Iteration 50Q: 3 clusters Score -2979545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -2979548.000000 Penalty: 5067.460938
	Iteration 51Q: 3 clusters Score -2979548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -2979558.000000 Penalty: 5067.460938
	Iteration 52Q: 3 clusters Score -2979558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -2979564.750000 Penalty: 5067.460938
	Iteration 53Q: 3 clusters Score -2979565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2979572.500000 Penalty: 5067.460938
	Iteration 54Q: 3 clusters Score -2979572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -2979587.500000 Penalty: 5067.460938
	Iteration 55Q: 3 clusters Score -2979588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2979593.000000 Penalty: 5067.460938
	Iteration 56Q: 3 clusters Score -2979593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -2979608.000000 Penalty: 5067.460938
	Iteration 57Q: 3 clusters Score -2979608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -2979617.250000 Penalty: 5067.460938
	Iteration 58Q: 3 clusters Score -2979617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -2979627.750000 Penalty: 5067.460938
	Iteration 59Q: 3 clusters Score -2979628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2979640.500000 Penalty: 5067.460938
	Iteration 60F: 3 clusters Score -2979640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -2979649.250000 Penalty: 5067.460938
	Iteration 61Q: 3 clusters Score -2979649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -2979664.000000 Penalty: 5067.460938
	Iteration 62Q: 3 clusters Score -2979664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -2979672.500000 Penalty: 5067.460938
	Iteration 63Q: 3 clusters Score -2979672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -2979679.000000 Penalty: 5067.460938
	Iteration 64Q: 3 clusters Score -2979679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2979691.750000 Penalty: 5067.460938
	Iteration 65Q: 3 clusters Score -2979692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -2979714.500000 Penalty: 5067.460938
	Iteration 66Q: 3 clusters Score -2979714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -2979732.250000 Penalty: 5067.460938
	Iteration 67Q: 3 clusters Score -2979732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -2979742.750000 Penalty: 5067.460938
	Iteration 68Q: 3 clusters Score -2979743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -2979761.500000 Penalty: 5067.460938
	Iteration 69Q: 3 clusters Score -2979762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -2979774.250000 Penalty: 5067.460938
	Iteration 70Q: 3 clusters Score -2979774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2979791.750000 Penalty: 5067.460938
	Iteration 71Q: 3 clusters Score -2979792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -2979812.000000 Penalty: 5067.460938
	Iteration 72Q: 3 clusters Score -2979812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -2979834.750000 Penalty: 5067.460938
	Iteration 73Q: 3 clusters Score -2979835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2979851.750000 Penalty: 5067.460938
	Iteration 74Q: 3 clusters Score -2979852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2979860.000000 Penalty: 5067.460938
	Iteration 75Q: 3 clusters Score -2979860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2979867.500000 Penalty: 5067.460938
	Iteration 76Q: 3 clusters Score -2979868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2979875.250000 Penalty: 5067.460938
	Iteration 77Q: 3 clusters Score -2979875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -2979883.750000 Penalty: 5067.460938
	Iteration 78Q: 3 clusters Score -2979884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -2979894.500000 Penalty: 5067.460938
	Iteration 79Q: 3 clusters Score -2979894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -2979899.000000 Penalty: 5067.460938
	Iteration 80F: 3 clusters Score -2979899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -2979903.250000 Penalty: 5067.460938
	Iteration 81Q: 3 clusters Score -2979903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -2979901.750000 Penalty: 5067.460938
	Iteration 82Q: 3 clusters Score -2979902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2979903.000000 Penalty: 5067.460938
	Iteration 83Q: 3 clusters Score -2979903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2979906.250000 Penalty: 5067.460938
	Iteration 84Q: 3 clusters Score -2979906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2979905.250000 Penalty: 5067.460938
	Iteration 85Q: 3 clusters Score -2979905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2979902.750000 Penalty: 5067.460938
	Iteration 86Q: 3 clusters Score -2979903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2979907.500000 Penalty: 5067.460938
	Iteration 87Q: 3 clusters Score -2979908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2979905.250000 Penalty: 5067.460938
	Iteration 88Q: 3 clusters Score -2979905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2979908.250000 Penalty: 5067.460938
	Iteration 89Q: 3 clusters Score -2979908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2979910.000000 Penalty: 5067.460938
	Iteration 90Q: 3 clusters Score -2979910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2979908.000000 Penalty: 5067.460938
	Iteration 91Q: 3 clusters Score -2979908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2979910.000000 Penalty: 5067.460938
	Iteration 92Q: 3 clusters Score -2979910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2979910.000000 Penalty: 5067.460938
	Iteration 93Q: 3 clusters Score -2979910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2979910.000000 Penalty: 5067.460938
	Iteration 94F: 3 clusters Score -2979910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Entering Unmasked Estep 
Score: -3645018.500000 Penalty: 2564.784180
	Iteration 0F: 2 clusters Score -3645018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3623912.500000 Penalty: 5129.568359
	Iteration 0F: 3 clusters Score -3623912 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3631597.500000 Penalty: 5129.568359
	Iteration 1F: 3 clusters Score -3631598 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3632297.750000 Penalty: 5129.568359
	Iteration 2F: 3 clusters Score -3632298 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3633122.000000 Penalty: 5129.568359
	Iteration 3F: 3 clusters Score -3633122 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3634035.250000 Penalty: 5129.568359
	Iteration 4F: 3 clusters Score -3634035 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3635107.250000 Penalty: 5129.568359
	Iteration 5F: 3 clusters Score -3635107 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3636386.500000 Penalty: 5129.568359
	Iteration 6F: 3 clusters Score -3636386 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3637843.250000 Penalty: 5129.568359
	Iteration 7F: 3 clusters Score -3637843 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3639489.000000 Penalty: 5129.568359
	Iteration 8F: 3 clusters Score -3639489 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3641207.500000 Penalty: 5129.568359
	Iteration 9F: 3 clusters Score -3641208 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3642358.250000 Penalty: 5129.568359
	Iteration 10Q: 3 clusters Score -3642358 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3642847.750000 Penalty: 5129.568359
	Iteration 11Q: 3 clusters Score -3642848 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3643049.250000 Penalty: 5129.568359
	Iteration 12Q: 3 clusters Score -3643049 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3643177.000000 Penalty: 5129.568359
	Iteration 13Q: 3 clusters Score -3643177 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3643244.750000 Penalty: 5129.568359
	Iteration 14Q: 3 clusters Score -3643245 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3643284.000000 Penalty: 5129.568359
	Iteration 15Q: 3 clusters Score -3643284 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3643320.250000 Penalty: 5129.568359
	Iteration 16Q: 3 clusters Score -3643320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3643359.750000 Penalty: 5129.568359
	Iteration 17Q: 3 clusters Score -3643360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3643364.250000 Penalty: 5129.568359
	Iteration 18Q: 3 clusters Score -3643364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3643371.750000 Penalty: 5129.568359
	Iteration 19Q: 3 clusters Score -3643372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3643385.000000 Penalty: 5129.568359
	Iteration 20F: 3 clusters Score -3643385 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3643407.500000 Penalty: 5129.568359
	Iteration 21Q: 3 clusters Score -3643408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3643434.750000 Penalty: 5129.568359
	Iteration 22Q: 3 clusters Score -3643435 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3643456.500000 Penalty: 5129.568359
	Iteration 23Q: 3 clusters Score -3643456 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3643477.250000 Penalty: 5129.568359
	Iteration 24Q: 3 clusters Score -3643477 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3643487.500000 Penalty: 5129.568359
	Iteration 25Q: 3 clusters Score -3643488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3643517.750000 Penalty: 5129.568359
	Iteration 26Q: 3 clusters Score -3643518 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3643542.750000 Penalty: 5129.568359
	Iteration 27Q: 3 clusters Score -3643543 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3643564.750000 Penalty: 5129.568359
	Iteration 28Q: 3 clusters Score -3643565 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3643568.750000 Penalty: 5129.568359
	Iteration 29Q: 3 clusters Score -3643569 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3643598.750000 Penalty: 5129.568359
	Iteration 30Q: 3 clusters Score -3643599 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3643612.000000 Penalty: 5129.568359
	Iteration 31Q: 3 clusters Score -3643612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3643628.000000 Penalty: 5129.568359
	Iteration 32Q: 3 clusters Score -3643628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3643633.750000 Penalty: 5129.568359
	Iteration 33Q: 3 clusters Score -3643634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3643649.500000 Penalty: 5129.568359
	Iteration 34Q: 3 clusters Score -3643650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3643661.750000 Penalty: 5129.568359
	Iteration 35Q: 3 clusters Score -3643662 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3643677.750000 Penalty: 5129.568359
	Iteration 36Q: 3 clusters Score -3643678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3643702.000000 Penalty: 5129.568359
	Iteration 37Q: 3 clusters Score -3643702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3643714.250000 Penalty: 5129.568359
	Iteration 38Q: 3 clusters Score -3643714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3643718.500000 Penalty: 5129.568359
	Iteration 39Q: 3 clusters Score -3643718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3643735.250000 Penalty: 5129.568359
	Iteration 40F: 3 clusters Score -3643735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3643737.750000 Penalty: 5129.568359
	Iteration 41Q: 3 clusters Score -3643738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3643739.000000 Penalty: 5129.568359
	Iteration 42Q: 3 clusters Score -3643739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3643747.000000 Penalty: 5129.568359
	Iteration 43Q: 3 clusters Score -3643747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3643754.750000 Penalty: 5129.568359
	Iteration 44Q: 3 clusters Score -3643755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3643768.500000 Penalty: 5129.568359
	Iteration 45Q: 3 clusters Score -3643768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3643766.000000 Penalty: 5129.568359
	Iteration 46Q: 3 clusters Score -3643766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3643768.250000 Penalty: 5129.568359
	Iteration 47Q: 3 clusters Score -3643768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3643768.000000 Penalty: 5129.568359
	Iteration 48Q: 3 clusters Score -3643768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3643762.250000 Penalty: 5129.568359
	Iteration 49Q: 3 clusters Score -3643762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3643775.750000 Penalty: 5129.568359
	Iteration 50Q: 3 clusters Score -3643776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3643775.500000 Penalty: 5129.568359
	Iteration 51Q: 3 clusters Score -3643776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3643777.000000 Penalty: 5129.568359
	Iteration 52Q: 3 clusters Score -3643777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3643777.000000 Penalty: 5129.568359
	Iteration 53Q: 3 clusters Score -3643777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3643782.500000 Penalty: 5129.568359
	Iteration 54Q: 3 clusters Score -3643782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3643781.750000 Penalty: 5129.568359
	Iteration 55Q: 3 clusters Score -3643782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3643778.000000 Penalty: 5129.568359
	Iteration 56Q: 3 clusters Score -3643778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3643782.250000 Penalty: 5129.568359
	Iteration 57Q: 3 clusters Score -3643782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3643778.000000 Penalty: 5129.568359
	Iteration 58Q: 3 clusters Score -3643778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3643778.000000 Penalty: 5129.568359
	Iteration 59F: 3 clusters Score -3643778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -570339.375000 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -570339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -565824.625000 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -565824.6 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -566935.062500 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -566935.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -567219.875000 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -567219.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -567444.812500 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -567444.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -567697.500000 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -567697.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -567947.000000 Penalty: 4224.626953
	Iteration 5F: 3 clusters Score -567947 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -568217.000000 Penalty: 4224.626953
	Iteration 6F: 3 clusters Score -568217 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -568474.750000 Penalty: 4224.626953
	Iteration 7F: 3 clusters Score -568474.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -568664.875000 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -568664.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -568801.625000 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -568801.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -568891.812500 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -568891.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -568970.375000 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -568970.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -569035.250000 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -569035.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -569091.812500 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -569091.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -569130.312500 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -569130.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -569158.250000 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -569158.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -569174.000000 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -569174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -569186.437500 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -569186.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -569202.312500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -569202.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -569217.750000 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -569217.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -569229.625000 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -569229.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -569241.875000 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -569241.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -569256.500000 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -569256.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -569267.937500 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -569267.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -569289.312500 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -569289.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -569312.437500 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -569312.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -569348.625000 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -569348.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -569394.625000 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -569394.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -569450.937500 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -569450.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -569496.250000 Penalty: 4224.626953
	Iteration 29Q: 3 clusters Score -569496.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -569525.062500 Penalty: 4224.626953
	Iteration 30Q: 3 clusters Score -569525.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -569545.687500 Penalty: 4224.626953
	Iteration 31Q: 3 clusters Score -569545.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -569566.500000 Penalty: 4224.626953
	Iteration 32Q: 3 clusters Score -569566.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -569587.562500 Penalty: 4224.626953
	Iteration 33Q: 3 clusters Score -569587.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -569598.937500 Penalty: 4224.626953
	Iteration 34Q: 3 clusters Score -569598.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -569607.437500 Penalty: 4224.626953
	Iteration 35Q: 3 clusters Score -569607.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -569615.500000 Penalty: 4224.626953
	Iteration 36Q: 3 clusters Score -569615.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -569621.625000 Penalty: 4224.626953
	Iteration 37Q: 3 clusters Score -569621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -569623.250000 Penalty: 4224.626953
	Iteration 38Q: 3 clusters Score -569623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -569624.812500 Penalty: 4224.626953
	Iteration 39Q: 3 clusters Score -569624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -569627.812500 Penalty: 4224.626953
	Iteration 40F: 3 clusters Score -569627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -569630.687500 Penalty: 4224.626953
	Iteration 41Q: 3 clusters Score -569630.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -569637.812500 Penalty: 4224.626953
	Iteration 42Q: 3 clusters Score -569637.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -569645.875000 Penalty: 4224.626953
	Iteration 43Q: 3 clusters Score -569645.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -569659.187500 Penalty: 4224.626953
	Iteration 44Q: 3 clusters Score -569659.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -569674.562500 Penalty: 4224.626953
	Iteration 45Q: 3 clusters Score -569674.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -569690.250000 Penalty: 4224.626953
	Iteration 46Q: 3 clusters Score -569690.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -569705.687500 Penalty: 4224.626953
	Iteration 47Q: 3 clusters Score -569705.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -569720.625000 Penalty: 4224.626953
	Iteration 48Q: 3 clusters Score -569720.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -569731.500000 Penalty: 4224.626953
	Iteration 49Q: 3 clusters Score -569731.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -569740.937500 Penalty: 4224.626953
	Iteration 50Q: 3 clusters Score -569740.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -569746.687500 Penalty: 4224.626953
	Iteration 51Q: 3 clusters Score -569746.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -569752.500000 Penalty: 4224.626953
	Iteration 52Q: 3 clusters Score -569752.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -569759.000000 Penalty: 4224.626953
	Iteration 53Q: 3 clusters Score -569759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -569765.437500 Penalty: 4224.626953
	Iteration 54Q: 3 clusters Score -569765.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -569775.187500 Penalty: 4224.626953
	Iteration 55Q: 3 clusters Score -569775.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -569781.687500 Penalty: 4224.626953
	Iteration 56Q: 3 clusters Score -569781.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -569785.187500 Penalty: 4224.626953
	Iteration 57Q: 3 clusters Score -569785.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -569789.562500 Penalty: 4224.626953
	Iteration 58Q: 3 clusters Score -569789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -569792.187500 Penalty: 4224.626953
	Iteration 59Q: 3 clusters Score -569792.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -569798.062500 Penalty: 4224.626953
	Iteration 60F: 3 clusters Score -569798.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -569805.000000 Penalty: 4224.626953
	Iteration 61Q: 3 clusters Score -569805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -569812.562500 Penalty: 4224.626953
	Iteration 62Q: 3 clusters Score -569812.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -569819.250000 Penalty: 4224.626953
	Iteration 63Q: 3 clusters Score -569819.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -569825.187500 Penalty: 4224.626953
	Iteration 64Q: 3 clusters Score -569825.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -569830.187500 Penalty: 4224.626953
	Iteration 65Q: 3 clusters Score -569830.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -569835.562500 Penalty: 4224.626953
	Iteration 66Q: 3 clusters Score -569835.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -569845.312500 Penalty: 4224.626953
	Iteration 67Q: 3 clusters Score -569845.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -569852.562500 Penalty: 4224.626953
	Iteration 68Q: 3 clusters Score -569852.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -569860.750000 Penalty: 4224.626953
	Iteration 69Q: 3 clusters Score -569860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -569867.000000 Penalty: 4224.626953
	Iteration 70Q: 3 clusters Score -569867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -569874.125000 Penalty: 4224.626953
	Iteration 71Q: 3 clusters Score -569874.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -569877.312500 Penalty: 4224.626953
	Iteration 72Q: 3 clusters Score -569877.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -569880.437500 Penalty: 4224.626953
	Iteration 73Q: 3 clusters Score -569880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -569882.937500 Penalty: 4224.626953
	Iteration 74Q: 3 clusters Score -569882.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -569883.750000 Penalty: 4224.626953
	Iteration 75Q: 3 clusters Score -569883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -569886.000000 Penalty: 4224.626953
	Iteration 76Q: 3 clusters Score -569886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -569887.625000 Penalty: 4224.626953
	Iteration 77Q: 3 clusters Score -569887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -569889.062500 Penalty: 4224.626953
	Iteration 78Q: 3 clusters Score -569889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -569891.000000 Penalty: 4224.626953
	Iteration 79Q: 3 clusters Score -569891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -569892.562500 Penalty: 4224.626953
	Iteration 80F: 3 clusters Score -569892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -569891.812500 Penalty: 4224.626953
	Iteration 81Q: 3 clusters Score -569891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -569891.812500 Penalty: 4224.626953
	Iteration 82F: 3 clusters Score -569891.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Entering Unmasked Estep 
Score: -2939151.250000 Penalty: 2512.404297
	Iteration 0F: 2 clusters Score -2939151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2921706.750000 Penalty: 5024.808594
	Iteration 0F: 3 clusters Score -2921707 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2927950.750000 Penalty: 5024.808594
	Iteration 1F: 3 clusters Score -2927951 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2928435.000000 Penalty: 5024.808594
	Iteration 2F: 3 clusters Score -2928435 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2928904.750000 Penalty: 5024.808594
	Iteration 3Q: 3 clusters Score -2928905 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2929381.750000 Penalty: 5024.808594
	Iteration 4Q: 3 clusters Score -2929382 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2929956.500000 Penalty: 5024.808594
	Iteration 5Q: 3 clusters Score -2929956 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2930734.750000 Penalty: 5024.808594
	Iteration 6F: 3 clusters Score -2930735 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2931693.250000 Penalty: 5024.808594
	Iteration 7F: 3 clusters Score -2931693 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2932779.750000 Penalty: 5024.808594
	Iteration 8F: 3 clusters Score -2932780 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2933914.500000 Penalty: 5024.808594
	Iteration 9F: 3 clusters Score -2933914 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2934918.750000 Penalty: 5024.808594
	Iteration 10Q: 3 clusters Score -2934919 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -2935666.500000 Penalty: 5024.808594
	Iteration 11Q: 3 clusters Score -2935666 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2936185.500000 Penalty: 5024.808594
	Iteration 12Q: 3 clusters Score -2936186 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2936491.250000 Penalty: 5024.808594
	Iteration 13Q: 3 clusters Score -2936491 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2936661.000000 Penalty: 5024.808594
	Iteration 14Q: 3 clusters Score -2936661 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -2936770.500000 Penalty: 5024.808594
	Iteration 15Q: 3 clusters Score -2936770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2936838.000000 Penalty: 5024.808594
	Iteration 16Q: 3 clusters Score -2936838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2936887.750000 Penalty: 5024.808594
	Iteration 17Q: 3 clusters Score -2936888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -2936929.750000 Penalty: 5024.808594
	Iteration 18Q: 3 clusters Score -2936930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2936951.250000 Penalty: 5024.808594
	Iteration 19Q: 3 clusters Score -2936951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2936978.000000 Penalty: 5024.808594
	Iteration 20F: 3 clusters Score -2936978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2937007.250000 Penalty: 5024.808594
	Iteration 21Q: 3 clusters Score -2937007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2937024.500000 Penalty: 5024.808594
	Iteration 22Q: 3 clusters Score -2937024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -2937030.000000 Penalty: 5024.808594
	Iteration 23Q: 3 clusters Score -2937030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2937032.500000 Penalty: 5024.808594
	Iteration 24Q: 3 clusters Score -2937032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -2937039.000000 Penalty: 5024.808594
	Iteration 25Q: 3 clusters Score -2937039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2937040.750000 Penalty: 5024.808594
	Iteration 26Q: 3 clusters Score -2937041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2937043.750000 Penalty: 5024.808594
	Iteration 27Q: 3 clusters Score -2937044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2937045.250000 Penalty: 5024.808594
	Iteration 28Q: 3 clusters Score -2937045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2937051.250000 Penalty: 5024.808594
	Iteration 29Q: 3 clusters Score -2937051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -2937054.250000 Penalty: 5024.808594
	Iteration 30Q: 3 clusters Score -2937054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -2937052.250000 Penalty: 5024.808594
	Iteration 31Q: 3 clusters Score -2937052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -2937052.500000 Penalty: 5024.808594
	Iteration 32Q: 3 clusters Score -2937052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -2937054.000000 Penalty: 5024.808594
	Iteration 33Q: 3 clusters Score -2937054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2937053.500000 Penalty: 5024.808594
	Iteration 34Q: 3 clusters Score -2937054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2937053.500000 Penalty: 5024.808594
	Iteration 35F: 3 clusters Score -2937054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -142945.578125 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -142945.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -141043.546875 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -141043.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -141937.000000 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -141937 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -142476.390625 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -142476.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -142769.328125 Penalty: 3461.194092
	Iteration 3F: 3 clusters Score -142769.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -142863.734375 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -142863.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -142911.531250 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -142911.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -142959.750000 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -142959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -142997.484375 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -142997.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -143023.343750 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -143023.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -143061.328125 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -143061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -143068.312500 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -143068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -143069.609375 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -143069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -143069.609375 Penalty: 3461.194092
	Iteration 12F: 3 clusters Score -143069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 695 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Mstep: Class 67 contains 378 members 
Entering Unmasked Estep 
Score: -133773400.000000 Penalty: 232283.140625
Splitting cluster 26 changes total score from -133775096.000000 to -133773400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -752492.500000 Penalty: 2172.631104
	Iteration 0F: 2 clusters Score -752492.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -747099.937500 Penalty: 4345.262207
	Iteration 0F: 3 clusters Score -747099.9 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -748451.062500 Penalty: 4345.262207
	Iteration 1F: 3 clusters Score -748451.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -748726.375000 Penalty: 4345.262207
	Iteration 2F: 3 clusters Score -748726.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -748924.187500 Penalty: 4345.262207
	Iteration 3F: 3 clusters Score -748924.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -749131.687500 Penalty: 4345.262207
	Iteration 4F: 3 clusters Score -749131.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -749338.312500 Penalty: 4345.262207
	Iteration 5Q: 3 clusters Score -749338.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -749526.250000 Penalty: 4345.262207
	Iteration 6Q: 3 clusters Score -749526.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -749676.937500 Penalty: 4345.262207
	Iteration 7Q: 3 clusters Score -749676.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -749820.750000 Penalty: 4345.262207
	Iteration 8Q: 3 clusters Score -749820.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -749951.125000 Penalty: 4345.262207
	Iteration 9Q: 3 clusters Score -749951.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -750064.625000 Penalty: 4345.262207
	Iteration 10Q: 3 clusters Score -750064.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -750170.250000 Penalty: 4345.262207
	Iteration 11Q: 3 clusters Score -750170.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -750259.500000 Penalty: 4345.262207
	Iteration 12Q: 3 clusters Score -750259.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -750320.437500 Penalty: 4345.262207
	Iteration 13Q: 3 clusters Score -750320.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -750370.250000 Penalty: 4345.262207
	Iteration 14Q: 3 clusters Score -750370.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -750415.187500 Penalty: 4345.262207
	Iteration 15Q: 3 clusters Score -750415.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -750457.062500 Penalty: 4345.262207
	Iteration 16Q: 3 clusters Score -750457.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -750492.250000 Penalty: 4345.262207
	Iteration 17Q: 3 clusters Score -750492.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -750538.750000 Penalty: 4345.262207
	Iteration 18Q: 3 clusters Score -750538.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -750586.437500 Penalty: 4345.262207
	Iteration 19Q: 3 clusters Score -750586.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -750631.187500 Penalty: 4345.262207
	Iteration 20F: 3 clusters Score -750631.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -750692.125000 Penalty: 4345.262207
	Iteration 21Q: 3 clusters Score -750692.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -750746.062500 Penalty: 4345.262207
	Iteration 22Q: 3 clusters Score -750746.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -750795.312500 Penalty: 4345.262207
	Iteration 23Q: 3 clusters Score -750795.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -750856.562500 Penalty: 4345.262207
	Iteration 24Q: 3 clusters Score -750856.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -750910.500000 Penalty: 4345.262207
	Iteration 25Q: 3 clusters Score -750910.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -750949.625000 Penalty: 4345.262207
	Iteration 26Q: 3 clusters Score -750949.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -750975.187500 Penalty: 4345.262207
	Iteration 27Q: 3 clusters Score -750975.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -751006.312500 Penalty: 4345.262207
	Iteration 28Q: 3 clusters Score -751006.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -751032.187500 Penalty: 4345.262207
	Iteration 29Q: 3 clusters Score -751032.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -751055.812500 Penalty: 4345.262207
	Iteration 30Q: 3 clusters Score -751055.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -751073.500000 Penalty: 4345.262207
	Iteration 31Q: 3 clusters Score -751073.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -751088.562500 Penalty: 4345.262207
	Iteration 32Q: 3 clusters Score -751088.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -751109.500000 Penalty: 4345.262207
	Iteration 33Q: 3 clusters Score -751109.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -751130.437500 Penalty: 4345.262207
	Iteration 34Q: 3 clusters Score -751130.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -751140.562500 Penalty: 4345.262207
	Iteration 35Q: 3 clusters Score -751140.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -751155.687500 Penalty: 4345.262207
	Iteration 36Q: 3 clusters Score -751155.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -751169.000000 Penalty: 4345.262207
	Iteration 37Q: 3 clusters Score -751169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -751188.125000 Penalty: 4345.262207
	Iteration 38Q: 3 clusters Score -751188.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -751205.375000 Penalty: 4345.262207
	Iteration 39Q: 3 clusters Score -751205.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -751232.437500 Penalty: 4345.262207
	Iteration 40F: 3 clusters Score -751232.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -751266.250000 Penalty: 4345.262207
	Iteration 41Q: 3 clusters Score -751266.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -751295.187500 Penalty: 4345.262207
	Iteration 42Q: 3 clusters Score -751295.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -751331.437500 Penalty: 4345.262207
	Iteration 43Q: 3 clusters Score -751331.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -751370.937500 Penalty: 4345.262207
	Iteration 44Q: 3 clusters Score -751370.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -751414.375000 Penalty: 4345.262207
	Iteration 45Q: 3 clusters Score -751414.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -751457.437500 Penalty: 4345.262207
	Iteration 46Q: 3 clusters Score -751457.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -751484.437500 Penalty: 4345.262207
	Iteration 47Q: 3 clusters Score -751484.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -751503.250000 Penalty: 4345.262207
	Iteration 48Q: 3 clusters Score -751503.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -751514.375000 Penalty: 4345.262207
	Iteration 49Q: 3 clusters Score -751514.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -751522.687500 Penalty: 4345.262207
	Iteration 50Q: 3 clusters Score -751522.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -751527.375000 Penalty: 4345.262207
	Iteration 51Q: 3 clusters Score -751527.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -751535.125000 Penalty: 4345.262207
	Iteration 52Q: 3 clusters Score -751535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -751535.125000 Penalty: 4345.262207
	Iteration 53Q: 3 clusters Score -751535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -751538.750000 Penalty: 4345.262207
	Iteration 54Q: 3 clusters Score -751538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -751540.375000 Penalty: 4345.262207
	Iteration 55Q: 3 clusters Score -751540.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -751543.250000 Penalty: 4345.262207
	Iteration 56Q: 3 clusters Score -751543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -751542.562500 Penalty: 4345.262207
	Iteration 57Q: 3 clusters Score -751542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -751543.312500 Penalty: 4345.262207
	Iteration 58Q: 3 clusters Score -751543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -751544.937500 Penalty: 4345.262207
	Iteration 59Q: 3 clusters Score -751544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -751543.250000 Penalty: 4345.262207
	Iteration 60F: 3 clusters Score -751543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -751544.687500 Penalty: 4345.262207
	Iteration 61Q: 3 clusters Score -751544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -751546.625000 Penalty: 4345.262207
	Iteration 62Q: 3 clusters Score -751546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -751547.250000 Penalty: 4345.262207
	Iteration 63Q: 3 clusters Score -751547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -751546.937500 Penalty: 4345.262207
	Iteration 64Q: 3 clusters Score -751546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -751546.187500 Penalty: 4345.262207
	Iteration 65Q: 3 clusters Score -751546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -751545.250000 Penalty: 4345.262207
	Iteration 66Q: 3 clusters Score -751545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -751548.500000 Penalty: 4345.262207
	Iteration 67Q: 3 clusters Score -751548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -751549.750000 Penalty: 4345.262207
	Iteration 68Q: 3 clusters Score -751549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -751551.687500 Penalty: 4345.262207
	Iteration 69Q: 3 clusters Score -751551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -751552.062500 Penalty: 4345.262207
	Iteration 70Q: 3 clusters Score -751552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -751554.187500 Penalty: 4345.262207
	Iteration 71Q: 3 clusters Score -751554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -751554.562500 Penalty: 4345.262207
	Iteration 72Q: 3 clusters Score -751554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -751557.125000 Penalty: 4345.262207
	Iteration 73Q: 3 clusters Score -751557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -751557.375000 Penalty: 4345.262207
	Iteration 74Q: 3 clusters Score -751557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -751559.500000 Penalty: 4345.262207
	Iteration 75Q: 3 clusters Score -751559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -751560.125000 Penalty: 4345.262207
	Iteration 76Q: 3 clusters Score -751560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -751559.062500 Penalty: 4345.262207
	Iteration 77Q: 3 clusters Score -751559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -751559.625000 Penalty: 4345.262207
	Iteration 78Q: 3 clusters Score -751559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -751559.625000 Penalty: 4345.262207
	Iteration 79F: 3 clusters Score -751559.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Entering Unmasked Estep 
Score: -2136068.500000 Penalty: 2434.102539
	Iteration 0F: 2 clusters Score -2136068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2123151.500000 Penalty: 4868.205078
	Iteration 0F: 3 clusters Score -2123152 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2127343.000000 Penalty: 4868.205078
	Iteration 1F: 3 clusters Score -2127343 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2127743.500000 Penalty: 4868.205078
	Iteration 2F: 3 clusters Score -2127744 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2128127.750000 Penalty: 4868.205078
	Iteration 3Q: 3 clusters Score -2128128 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2128552.750000 Penalty: 4868.205078
	Iteration 4Q: 3 clusters Score -2128553 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2129058.250000 Penalty: 4868.205078
	Iteration 5Q: 3 clusters Score -2129058 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2129545.000000 Penalty: 4868.205078
	Iteration 6F: 3 clusters Score -2129545 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2130105.500000 Penalty: 4868.205078
	Iteration 7F: 3 clusters Score -2130106 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2130772.750000 Penalty: 4868.205078
	Iteration 8F: 3 clusters Score -2130773 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2131476.250000 Penalty: 4868.205078
	Iteration 9F: 3 clusters Score -2131476 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2132080.500000 Penalty: 4868.205078
	Iteration 10F: 3 clusters Score -2132080 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2132605.250000 Penalty: 4868.205078
	Iteration 11Q: 3 clusters Score -2132605 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2133048.000000 Penalty: 4868.205078
	Iteration 12Q: 3 clusters Score -2133048 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2133441.750000 Penalty: 4868.205078
	Iteration 13Q: 3 clusters Score -2133442 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2133793.000000 Penalty: 4868.205078
	Iteration 14Q: 3 clusters Score -2133793 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2134076.500000 Penalty: 4868.205078
	Iteration 15Q: 3 clusters Score -2134076 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2134313.000000 Penalty: 4868.205078
	Iteration 16Q: 3 clusters Score -2134313 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2134482.250000 Penalty: 4868.205078
	Iteration 17Q: 3 clusters Score -2134482 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2134613.500000 Penalty: 4868.205078
	Iteration 18Q: 3 clusters Score -2134614 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2134732.500000 Penalty: 4868.205078
	Iteration 19Q: 3 clusters Score -2134732 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2134814.250000 Penalty: 4868.205078
	Iteration 20F: 3 clusters Score -2134814 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2134864.250000 Penalty: 4868.205078
	Iteration 21Q: 3 clusters Score -2134864 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2134908.000000 Penalty: 4868.205078
	Iteration 22Q: 3 clusters Score -2134908 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2134937.250000 Penalty: 4868.205078
	Iteration 23Q: 3 clusters Score -2134937 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2134968.750000 Penalty: 4868.205078
	Iteration 24Q: 3 clusters Score -2134969 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2134984.250000 Penalty: 4868.205078
	Iteration 25Q: 3 clusters Score -2134984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2134999.250000 Penalty: 4868.205078
	Iteration 26Q: 3 clusters Score -2134999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2135010.250000 Penalty: 4868.205078
	Iteration 27Q: 3 clusters Score -2135010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2135025.750000 Penalty: 4868.205078
	Iteration 28Q: 3 clusters Score -2135026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2135042.250000 Penalty: 4868.205078
	Iteration 29Q: 3 clusters Score -2135042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2135046.250000 Penalty: 4868.205078
	Iteration 30Q: 3 clusters Score -2135046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2135049.000000 Penalty: 4868.205078
	Iteration 31Q: 3 clusters Score -2135049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2135052.750000 Penalty: 4868.205078
	Iteration 32Q: 3 clusters Score -2135053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2135059.750000 Penalty: 4868.205078
	Iteration 33Q: 3 clusters Score -2135060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2135060.250000 Penalty: 4868.205078
	Iteration 34Q: 3 clusters Score -2135060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2135064.000000 Penalty: 4868.205078
	Iteration 35Q: 3 clusters Score -2135064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2135073.500000 Penalty: 4868.205078
	Iteration 36Q: 3 clusters Score -2135074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2135076.000000 Penalty: 4868.205078
	Iteration 37Q: 3 clusters Score -2135076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2135076.500000 Penalty: 4868.205078
	Iteration 38Q: 3 clusters Score -2135076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2135079.750000 Penalty: 4868.205078
	Iteration 39Q: 3 clusters Score -2135080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2135082.000000 Penalty: 4868.205078
	Iteration 40F: 3 clusters Score -2135082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2135090.500000 Penalty: 4868.205078
	Iteration 41Q: 3 clusters Score -2135090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2135094.750000 Penalty: 4868.205078
	Iteration 42Q: 3 clusters Score -2135095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2135097.000000 Penalty: 4868.205078
	Iteration 43Q: 3 clusters Score -2135097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2135100.000000 Penalty: 4868.205078
	Iteration 44Q: 3 clusters Score -2135100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2135101.500000 Penalty: 4868.205078
	Iteration 45Q: 3 clusters Score -2135102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2135102.500000 Penalty: 4868.205078
	Iteration 46Q: 3 clusters Score -2135102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2135101.500000 Penalty: 4868.205078
	Iteration 47Q: 3 clusters Score -2135102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2135101.250000 Penalty: 4868.205078
	Iteration 48Q: 3 clusters Score -2135101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2135100.250000 Penalty: 4868.205078
	Iteration 49Q: 3 clusters Score -2135100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2135102.500000 Penalty: 4868.205078
	Iteration 50Q: 3 clusters Score -2135102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2135102.500000 Penalty: 4868.205078
	Iteration 51F: 3 clusters Score -2135102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Entering Unmasked Estep 
Score: -2073300.375000 Penalty: 2423.005859
	Iteration 0F: 2 clusters Score -2073300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2060800.625000 Penalty: 4846.011719
	Iteration 0F: 3 clusters Score -2060801 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2064808.250000 Penalty: 4846.011719
	Iteration 1F: 3 clusters Score -2064808 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2065170.250000 Penalty: 4846.011719
	Iteration 2F: 3 clusters Score -2065170 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2065477.000000 Penalty: 4846.011719
	Iteration 3Q: 3 clusters Score -2065477 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2065806.750000 Penalty: 4846.011719
	Iteration 4Q: 3 clusters Score -2065807 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2066254.125000 Penalty: 4846.011719
	Iteration 5Q: 3 clusters Score -2066254 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2066753.500000 Penalty: 4846.011719
	Iteration 6F: 3 clusters Score -2066754 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2067294.625000 Penalty: 4846.011719
	Iteration 7F: 3 clusters Score -2067295 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2067805.500000 Penalty: 4846.011719
	Iteration 8F: 3 clusters Score -2067806 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2068265.125000 Penalty: 4846.011719
	Iteration 9Q: 3 clusters Score -2068265 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2068739.000000 Penalty: 4846.011719
	Iteration 10Q: 3 clusters Score -2068739 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2069183.625000 Penalty: 4846.011719
	Iteration 11Q: 3 clusters Score -2069184 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2069611.000000 Penalty: 4846.011719
	Iteration 12Q: 3 clusters Score -2069611 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2070036.000000 Penalty: 4846.011719
	Iteration 13Q: 3 clusters Score -2070036 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2070459.000000 Penalty: 4846.011719
	Iteration 14Q: 3 clusters Score -2070459 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2070851.750000 Penalty: 4846.011719
	Iteration 15Q: 3 clusters Score -2070852 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2071170.500000 Penalty: 4846.011719
	Iteration 16Q: 3 clusters Score -2071170 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2071429.750000 Penalty: 4846.011719
	Iteration 17Q: 3 clusters Score -2071430 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2071625.250000 Penalty: 4846.011719
	Iteration 18Q: 3 clusters Score -2071625 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2071752.750000 Penalty: 4846.011719
	Iteration 19Q: 3 clusters Score -2071753 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2071852.375000 Penalty: 4846.011719
	Iteration 20F: 3 clusters Score -2071852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2071935.375000 Penalty: 4846.011719
	Iteration 21Q: 3 clusters Score -2071935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2071982.875000 Penalty: 4846.011719
	Iteration 22Q: 3 clusters Score -2071983 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2072012.875000 Penalty: 4846.011719
	Iteration 23Q: 3 clusters Score -2072013 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2072028.875000 Penalty: 4846.011719
	Iteration 24Q: 3 clusters Score -2072029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2072044.500000 Penalty: 4846.011719
	Iteration 25Q: 3 clusters Score -2072044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2072053.250000 Penalty: 4846.011719
	Iteration 26Q: 3 clusters Score -2072053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2072062.500000 Penalty: 4846.011719
	Iteration 27Q: 3 clusters Score -2072062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2072069.125000 Penalty: 4846.011719
	Iteration 28Q: 3 clusters Score -2072069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2072073.375000 Penalty: 4846.011719
	Iteration 29Q: 3 clusters Score -2072073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2072083.750000 Penalty: 4846.011719
	Iteration 30Q: 3 clusters Score -2072084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2072087.625000 Penalty: 4846.011719
	Iteration 31Q: 3 clusters Score -2072088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2072093.375000 Penalty: 4846.011719
	Iteration 32Q: 3 clusters Score -2072093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2072094.625000 Penalty: 4846.011719
	Iteration 33Q: 3 clusters Score -2072095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2072098.125000 Penalty: 4846.011719
	Iteration 34Q: 3 clusters Score -2072098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2072103.375000 Penalty: 4846.011719
	Iteration 35Q: 3 clusters Score -2072103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2072106.250000 Penalty: 4846.011719
	Iteration 36Q: 3 clusters Score -2072106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2072107.125000 Penalty: 4846.011719
	Iteration 37Q: 3 clusters Score -2072107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2072109.250000 Penalty: 4846.011719
	Iteration 38Q: 3 clusters Score -2072109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2072108.000000 Penalty: 4846.011719
	Iteration 39Q: 3 clusters Score -2072108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2072109.750000 Penalty: 4846.011719
	Iteration 40F: 3 clusters Score -2072110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2072107.250000 Penalty: 4846.011719
	Iteration 41Q: 3 clusters Score -2072107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2072112.375000 Penalty: 4846.011719
	Iteration 42Q: 3 clusters Score -2072112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2072112.250000 Penalty: 4846.011719
	Iteration 43Q: 3 clusters Score -2072112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2072110.750000 Penalty: 4846.011719
	Iteration 44Q: 3 clusters Score -2072111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2072113.000000 Penalty: 4846.011719
	Iteration 45Q: 3 clusters Score -2072113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2072117.125000 Penalty: 4846.011719
	Iteration 46Q: 3 clusters Score -2072117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2072114.250000 Penalty: 4846.011719
	Iteration 47Q: 3 clusters Score -2072114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2072115.375000 Penalty: 4846.011719
	Iteration 48Q: 3 clusters Score -2072115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2072119.625000 Penalty: 4846.011719
	Iteration 49Q: 3 clusters Score -2072120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2072119.250000 Penalty: 4846.011719
	Iteration 50Q: 3 clusters Score -2072119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2072118.250000 Penalty: 4846.011719
	Iteration 51Q: 3 clusters Score -2072118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2072121.000000 Penalty: 4846.011719
	Iteration 52Q: 3 clusters Score -2072121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2072121.250000 Penalty: 4846.011719
	Iteration 53Q: 3 clusters Score -2072121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2072121.750000 Penalty: 4846.011719
	Iteration 54Q: 3 clusters Score -2072122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2072123.875000 Penalty: 4846.011719
	Iteration 55Q: 3 clusters Score -2072124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2072127.625000 Penalty: 4846.011719
	Iteration 56Q: 3 clusters Score -2072128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2072127.625000 Penalty: 4846.011719
	Iteration 57Q: 3 clusters Score -2072128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2072130.750000 Penalty: 4846.011719
	Iteration 58Q: 3 clusters Score -2072131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2072132.750000 Penalty: 4846.011719
	Iteration 59Q: 3 clusters Score -2072133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2072132.125000 Penalty: 4846.011719
	Iteration 60F: 3 clusters Score -2072132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2072131.500000 Penalty: 4846.011719
	Iteration 61Q: 3 clusters Score -2072132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2072131.500000 Penalty: 4846.011719
	Iteration 62F: 3 clusters Score -2072132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -574302.875000 Penalty: 2108.767578
	Iteration 0F: 2 clusters Score -574302.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -569814.625000 Penalty: 4217.535156
	Iteration 0F: 3 clusters Score -569814.6 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -570922.875000 Penalty: 4217.535156
	Iteration 1F: 3 clusters Score -570922.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -571187.062500 Penalty: 4217.535156
	Iteration 2F: 3 clusters Score -571187.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -571375.187500 Penalty: 4217.535156
	Iteration 3F: 3 clusters Score -571375.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -571523.625000 Penalty: 4217.535156
	Iteration 4Q: 3 clusters Score -571523.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -571653.375000 Penalty: 4217.535156
	Iteration 5Q: 3 clusters Score -571653.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -571767.250000 Penalty: 4217.535156
	Iteration 6Q: 3 clusters Score -571767.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -571876.250000 Penalty: 4217.535156
	Iteration 7Q: 3 clusters Score -571876.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -571960.000000 Penalty: 4217.535156
	Iteration 8Q: 3 clusters Score -571960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -572028.375000 Penalty: 4217.535156
	Iteration 9Q: 3 clusters Score -572028.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -572087.000000 Penalty: 4217.535156
	Iteration 10Q: 3 clusters Score -572087 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -572129.625000 Penalty: 4217.535156
	Iteration 11Q: 3 clusters Score -572129.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -572160.687500 Penalty: 4217.535156
	Iteration 12Q: 3 clusters Score -572160.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -572186.687500 Penalty: 4217.535156
	Iteration 13Q: 3 clusters Score -572186.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -572203.000000 Penalty: 4217.535156
	Iteration 14Q: 3 clusters Score -572203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -572216.687500 Penalty: 4217.535156
	Iteration 15Q: 3 clusters Score -572216.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -572225.750000 Penalty: 4217.535156
	Iteration 16Q: 3 clusters Score -572225.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -572238.687500 Penalty: 4217.535156
	Iteration 17Q: 3 clusters Score -572238.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -572244.562500 Penalty: 4217.535156
	Iteration 18Q: 3 clusters Score -572244.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -572250.875000 Penalty: 4217.535156
	Iteration 19Q: 3 clusters Score -572250.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -572256.562500 Penalty: 4217.535156
	Iteration 20F: 3 clusters Score -572256.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -572260.312500 Penalty: 4217.535156
	Iteration 21Q: 3 clusters Score -572260.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -572262.750000 Penalty: 4217.535156
	Iteration 22Q: 3 clusters Score -572262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -572266.625000 Penalty: 4217.535156
	Iteration 23Q: 3 clusters Score -572266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -572270.562500 Penalty: 4217.535156
	Iteration 24Q: 3 clusters Score -572270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -572272.750000 Penalty: 4217.535156
	Iteration 25Q: 3 clusters Score -572272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -572274.687500 Penalty: 4217.535156
	Iteration 26Q: 3 clusters Score -572274.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -572275.437500 Penalty: 4217.535156
	Iteration 27Q: 3 clusters Score -572275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -572277.312500 Penalty: 4217.535156
	Iteration 28Q: 3 clusters Score -572277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -572278.812500 Penalty: 4217.535156
	Iteration 29Q: 3 clusters Score -572278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -572282.187500 Penalty: 4217.535156
	Iteration 30Q: 3 clusters Score -572282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -572282.312500 Penalty: 4217.535156
	Iteration 31Q: 3 clusters Score -572282.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -572285.625000 Penalty: 4217.535156
	Iteration 32Q: 3 clusters Score -572285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -572287.000000 Penalty: 4217.535156
	Iteration 33Q: 3 clusters Score -572287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -572287.125000 Penalty: 4217.535156
	Iteration 34Q: 3 clusters Score -572287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -572285.937500 Penalty: 4217.535156
	Iteration 35Q: 3 clusters Score -572285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -572286.000000 Penalty: 4217.535156
	Iteration 36Q: 3 clusters Score -572286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -572286.000000 Penalty: 4217.535156
	Iteration 37F: 3 clusters Score -572286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -736430.187500 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -736430.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -731224.500000 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -731224.5 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -732594.625000 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -732594.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -732828.187500 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -732828.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -732979.187500 Penalty: 4326.803711
	Iteration 3Q: 3 clusters Score -732979.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -733108.125000 Penalty: 4326.803711
	Iteration 4Q: 3 clusters Score -733108.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -733228.250000 Penalty: 4326.803711
	Iteration 5Q: 3 clusters Score -733228.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -733332.375000 Penalty: 4326.803711
	Iteration 6Q: 3 clusters Score -733332.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -733426.125000 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -733426.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -733499.687500 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -733499.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -733566.875000 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -733566.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -733626.250000 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -733626.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -733695.375000 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -733695.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -733756.062500 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -733756.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -733802.812500 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -733802.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -733845.375000 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -733845.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -733886.187500 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -733886.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -733936.187500 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -733936.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -733976.875000 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -733976.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -734017.875000 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -734017.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -734068.000000 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -734068 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -734108.375000 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -734108.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -734134.250000 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -734134.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -734163.312500 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -734163.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -734187.312500 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -734187.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -734202.625000 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -734202.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -734214.500000 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -734214.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -734222.312500 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -734222.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -734233.187500 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -734233.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -734244.312500 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -734244.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -734255.812500 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -734255.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -734263.375000 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -734263.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -734270.000000 Penalty: 4326.803711
	Iteration 31Q: 3 clusters Score -734270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -734281.625000 Penalty: 4326.803711
	Iteration 32Q: 3 clusters Score -734281.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -734292.937500 Penalty: 4326.803711
	Iteration 33Q: 3 clusters Score -734292.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -734297.000000 Penalty: 4326.803711
	Iteration 34Q: 3 clusters Score -734297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -734304.375000 Penalty: 4326.803711
	Iteration 35Q: 3 clusters Score -734304.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -734309.000000 Penalty: 4326.803711
	Iteration 36Q: 3 clusters Score -734309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -734317.000000 Penalty: 4326.803711
	Iteration 37Q: 3 clusters Score -734317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -734322.062500 Penalty: 4326.803711
	Iteration 38Q: 3 clusters Score -734322.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -734326.312500 Penalty: 4326.803711
	Iteration 39Q: 3 clusters Score -734326.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -734333.125000 Penalty: 4326.803711
	Iteration 40F: 3 clusters Score -734333.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -734335.500000 Penalty: 4326.803711
	Iteration 41Q: 3 clusters Score -734335.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -734341.312500 Penalty: 4326.803711
	Iteration 42Q: 3 clusters Score -734341.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -734342.000000 Penalty: 4326.803711
	Iteration 43Q: 3 clusters Score -734342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -734344.062500 Penalty: 4326.803711
	Iteration 44Q: 3 clusters Score -734344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -734345.000000 Penalty: 4326.803711
	Iteration 45Q: 3 clusters Score -734345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -734346.250000 Penalty: 4326.803711
	Iteration 46Q: 3 clusters Score -734346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -734348.500000 Penalty: 4326.803711
	Iteration 47Q: 3 clusters Score -734348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -734349.937500 Penalty: 4326.803711
	Iteration 48Q: 3 clusters Score -734349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -734351.812500 Penalty: 4326.803711
	Iteration 49Q: 3 clusters Score -734351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -734351.750000 Penalty: 4326.803711
	Iteration 50Q: 3 clusters Score -734351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -734352.375000 Penalty: 4326.803711
	Iteration 51Q: 3 clusters Score -734352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -734354.250000 Penalty: 4326.803711
	Iteration 52Q: 3 clusters Score -734354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -734353.875000 Penalty: 4326.803711
	Iteration 53Q: 3 clusters Score -734353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -734354.812500 Penalty: 4326.803711
	Iteration 54Q: 3 clusters Score -734354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -734354.812500 Penalty: 4326.803711
	Iteration 55F: 3 clusters Score -734354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Entering Unmasked Estep 
Score: -1202453.625000 Penalty: 2288.393799
	Iteration 0F: 2 clusters Score -1202454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1194701.750000 Penalty: 4576.787598
	Iteration 0F: 3 clusters Score -1194702 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1197033.500000 Penalty: 4576.787598
	Iteration 1F: 3 clusters Score -1197034 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1197336.625000 Penalty: 4576.787598
	Iteration 2F: 3 clusters Score -1197337 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1197550.250000 Penalty: 4576.787598
	Iteration 3F: 3 clusters Score -1197550 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1197680.875000 Penalty: 4576.787598
	Iteration 4Q: 3 clusters Score -1197681 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1197759.125000 Penalty: 4576.787598
	Iteration 5Q: 3 clusters Score -1197759 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1197819.125000 Penalty: 4576.787598
	Iteration 6Q: 3 clusters Score -1197819 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1197866.000000 Penalty: 4576.787598
	Iteration 7Q: 3 clusters Score -1197866 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1197905.000000 Penalty: 4576.787598
	Iteration 8Q: 3 clusters Score -1197905 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1197941.500000 Penalty: 4576.787598
	Iteration 9Q: 3 clusters Score -1197942 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1197975.375000 Penalty: 4576.787598
	Iteration 10Q: 3 clusters Score -1197975 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1198005.750000 Penalty: 4576.787598
	Iteration 11Q: 3 clusters Score -1198006 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1198029.625000 Penalty: 4576.787598
	Iteration 12Q: 3 clusters Score -1198030 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1198051.125000 Penalty: 4576.787598
	Iteration 13Q: 3 clusters Score -1198051 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1198072.000000 Penalty: 4576.787598
	Iteration 14Q: 3 clusters Score -1198072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1198087.625000 Penalty: 4576.787598
	Iteration 15Q: 3 clusters Score -1198088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1198112.250000 Penalty: 4576.787598
	Iteration 16Q: 3 clusters Score -1198112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1198133.250000 Penalty: 4576.787598
	Iteration 17Q: 3 clusters Score -1198133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1198164.500000 Penalty: 4576.787598
	Iteration 18Q: 3 clusters Score -1198164 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1198200.750000 Penalty: 4576.787598
	Iteration 19Q: 3 clusters Score -1198201 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1198245.125000 Penalty: 4576.787598
	Iteration 20F: 3 clusters Score -1198245 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1198311.750000 Penalty: 4576.787598
	Iteration 21Q: 3 clusters Score -1198312 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1198384.500000 Penalty: 4576.787598
	Iteration 22Q: 3 clusters Score -1198384 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1198494.500000 Penalty: 4576.787598
	Iteration 23Q: 3 clusters Score -1198494 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1198614.625000 Penalty: 4576.787598
	Iteration 24Q: 3 clusters Score -1198615 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1198752.125000 Penalty: 4576.787598
	Iteration 25Q: 3 clusters Score -1198752 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1198902.125000 Penalty: 4576.787598
	Iteration 26Q: 3 clusters Score -1198902 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1199051.875000 Penalty: 4576.787598
	Iteration 27Q: 3 clusters Score -1199052 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1199211.375000 Penalty: 4576.787598
	Iteration 28Q: 3 clusters Score -1199211 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1199379.750000 Penalty: 4576.787598
	Iteration 29Q: 3 clusters Score -1199380 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1199536.250000 Penalty: 4576.787598
	Iteration 30Q: 3 clusters Score -1199536 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1199681.875000 Penalty: 4576.787598
	Iteration 31Q: 3 clusters Score -1199682 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1199821.750000 Penalty: 4576.787598
	Iteration 32Q: 3 clusters Score -1199822 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1199930.875000 Penalty: 4576.787598
	Iteration 33Q: 3 clusters Score -1199931 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1200028.875000 Penalty: 4576.787598
	Iteration 34Q: 3 clusters Score -1200029 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1200101.500000 Penalty: 4576.787598
	Iteration 35Q: 3 clusters Score -1200102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1200169.625000 Penalty: 4576.787598
	Iteration 36Q: 3 clusters Score -1200170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1200214.750000 Penalty: 4576.787598
	Iteration 37Q: 3 clusters Score -1200215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1200249.375000 Penalty: 4576.787598
	Iteration 38Q: 3 clusters Score -1200249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1200277.000000 Penalty: 4576.787598
	Iteration 39Q: 3 clusters Score -1200277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1200304.375000 Penalty: 4576.787598
	Iteration 40F: 3 clusters Score -1200304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1200334.000000 Penalty: 4576.787598
	Iteration 41Q: 3 clusters Score -1200334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1200363.125000 Penalty: 4576.787598
	Iteration 42Q: 3 clusters Score -1200363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1200383.375000 Penalty: 4576.787598
	Iteration 43Q: 3 clusters Score -1200383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1200407.875000 Penalty: 4576.787598
	Iteration 44Q: 3 clusters Score -1200408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1200428.250000 Penalty: 4576.787598
	Iteration 45Q: 3 clusters Score -1200428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1200440.000000 Penalty: 4576.787598
	Iteration 46Q: 3 clusters Score -1200440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1200444.000000 Penalty: 4576.787598
	Iteration 47Q: 3 clusters Score -1200444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1200454.250000 Penalty: 4576.787598
	Iteration 48Q: 3 clusters Score -1200454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1200463.000000 Penalty: 4576.787598
	Iteration 49Q: 3 clusters Score -1200463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1200471.375000 Penalty: 4576.787598
	Iteration 50Q: 3 clusters Score -1200471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1200478.625000 Penalty: 4576.787598
	Iteration 51Q: 3 clusters Score -1200479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1200484.625000 Penalty: 4576.787598
	Iteration 52Q: 3 clusters Score -1200485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1200487.000000 Penalty: 4576.787598
	Iteration 53Q: 3 clusters Score -1200487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1200488.875000 Penalty: 4576.787598
	Iteration 54Q: 3 clusters Score -1200489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1200489.875000 Penalty: 4576.787598
	Iteration 55Q: 3 clusters Score -1200490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1200491.000000 Penalty: 4576.787598
	Iteration 56Q: 3 clusters Score -1200491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1200491.000000 Penalty: 4576.787598
	Iteration 57F: 3 clusters Score -1200491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -30437.242188 Penalty: 1326.082642
	Iteration 0F: 2 clusters Score -30437.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29292.421875 Penalty: 2652.165283
	Iteration 0F: 3 clusters Score -29292.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29377.943359 Penalty: 2652.165283
	Iteration 1F: 3 clusters Score -29377.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29401.658203 Penalty: 2652.165283
	Iteration 2Q: 3 clusters Score -29401.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29416.726562 Penalty: 2652.165283
	Iteration 3Q: 3 clusters Score -29416.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29419.361328 Penalty: 2652.165283
	Iteration 4Q: 3 clusters Score -29419.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29436.775391 Penalty: 2652.165283
	Iteration 5Q: 3 clusters Score -29436.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29456.271484 Penalty: 2652.165283
	Iteration 6Q: 3 clusters Score -29456.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29462.060547 Penalty: 2652.165283
	Iteration 7Q: 3 clusters Score -29462.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29462.060547 Penalty: 2652.165283
	Iteration 8F: 3 clusters Score -29462.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (51347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Entering Unmasked Estep 
Score: -6002593.000000 Penalty: 2689.897705
	Iteration 0F: 2 clusters Score -6002593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5968162.500000 Penalty: 5379.795410
	Iteration 0F: 3 clusters Score -5968162 nChanged 23540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -5981154.500000 Penalty: 5379.795410
	Iteration 1F: 3 clusters Score -5981154 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5982047.500000 Penalty: 5379.795410
	Iteration 2Q: 3 clusters Score -5982048 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -5983190.500000 Penalty: 5379.795410
	Iteration 3Q: 3 clusters Score -5983190 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -5984652.500000 Penalty: 5379.795410
	Iteration 4F: 3 clusters Score -5984652 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -5986514.500000 Penalty: 5379.795410
	Iteration 5F: 3 clusters Score -5986514 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5988504.000000 Penalty: 5379.795410
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Mstep: Class 2 contains 21417 members 
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Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6000937.000000 Penalty: 5379.795410
	Iteration 193Q: 3 clusters Score -6000937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -6000937.500000 Penalty: 5379.795410
	Iteration 194Q: 3 clusters Score -6000938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6000936.500000 Penalty: 5379.795410
	Iteration 195Q: 3 clusters Score -6000936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -6000943.500000 Penalty: 5379.795410
	Iteration 196Q: 3 clusters Score -6000944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -6000944.500000 Penalty: 5379.795410
	Iteration 197Q: 3 clusters Score -6000944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -6000946.500000 Penalty: 5379.795410
	Iteration 198Q: 3 clusters Score -6000946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6000955.000000 Penalty: 5379.795410
	Iteration 199Q: 3 clusters Score -6000955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6000954.500000 Penalty: 5379.795410
	Iteration 200F: 3 clusters Score -6000954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -6000943.000000 Penalty: 5379.795410
	Iteration 201Q: 3 clusters Score -6000943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -6000939.500000 Penalty: 5379.795410
	Iteration 202Q: 3 clusters Score -6000940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -6000950.000000 Penalty: 5379.795410
	Iteration 203Q: 3 clusters Score -6000950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6000948.500000 Penalty: 5379.795410
	Iteration 204Q: 3 clusters Score -6000948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -6000950.500000 Penalty: 5379.795410
	Iteration 205Q: 3 clusters Score -6000950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6000939.000000 Penalty: 5379.795410
	Iteration 206Q: 3 clusters Score -6000939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -6000948.500000 Penalty: 5379.795410
	Iteration 207Q: 3 clusters Score -6000948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -6000940.500000 Penalty: 5379.795410
	Iteration 208Q: 3 clusters Score -6000940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -6000946.500000 Penalty: 5379.795410
	Iteration 209Q: 3 clusters Score -6000946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6000953.500000 Penalty: 5379.795410
	Iteration 210Q: 3 clusters Score -6000954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -6000953.500000 Penalty: 5379.795410
	Iteration 211Q: 3 clusters Score -6000954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6000958.000000 Penalty: 5379.795410
	Iteration 212Q: 3 clusters Score -6000958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -6000948.500000 Penalty: 5379.795410
	Iteration 213Q: 3 clusters Score -6000948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -6000948.500000 Penalty: 5379.795410
	Iteration 214Q: 3 clusters Score -6000948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6000945.500000 Penalty: 5379.795410
	Iteration 215Q: 3 clusters Score -6000946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -6000956.500000 Penalty: 5379.795410
	Iteration 216Q: 3 clusters Score -6000956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -6000956.500000 Penalty: 5379.795410
	Iteration 217Q: 3 clusters Score -6000956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6000953.000000 Penalty: 5379.795410
	Iteration 218Q: 3 clusters Score -6000953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6000961.500000 Penalty: 5379.795410
	Iteration 219Q: 3 clusters Score -6000962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -6000964.000000 Penalty: 5379.795410
	Iteration 220F: 3 clusters Score -6000964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6000963.000000 Penalty: 5379.795410
	Iteration 221Q: 3 clusters Score -6000963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -6000963.500000 Penalty: 5379.795410
	Iteration 222Q: 3 clusters Score -6000964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6000969.000000 Penalty: 5379.795410
	Iteration 223Q: 3 clusters Score -6000969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6000969.000000 Penalty: 5379.795410
	Iteration 224F: 3 clusters Score -6000969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Entering Unmasked Estep 
Score: -1081913.500000 Penalty: 2291.470947
	Iteration 0F: 2 clusters Score -1081914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1074097.000000 Penalty: 4582.941895
	Iteration 0F: 3 clusters Score -1074097 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1076412.375000 Penalty: 4582.941895
	Iteration 1F: 3 clusters Score -1076412 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1076859.250000 Penalty: 4582.941895
	Iteration 2F: 3 clusters Score -1076859 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1077223.500000 Penalty: 4582.941895
	Iteration 3F: 3 clusters Score -1077224 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1077539.625000 Penalty: 4582.941895
	Iteration 4F: 3 clusters Score -1077540 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1077831.875000 Penalty: 4582.941895
	Iteration 5Q: 3 clusters Score -1077832 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1078174.250000 Penalty: 4582.941895
	Iteration 6Q: 3 clusters Score -1078174 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1078517.750000 Penalty: 4582.941895
	Iteration 7Q: 3 clusters Score -1078518 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1078806.500000 Penalty: 4582.941895
	Iteration 8Q: 3 clusters Score -1078806 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1079074.500000 Penalty: 4582.941895
	Iteration 9Q: 3 clusters Score -1079074 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1079278.000000 Penalty: 4582.941895
	Iteration 10Q: 3 clusters Score -1079278 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1079424.000000 Penalty: 4582.941895
	Iteration 11Q: 3 clusters Score -1079424 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1079532.000000 Penalty: 4582.941895
	Iteration 12Q: 3 clusters Score -1079532 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1079622.250000 Penalty: 4582.941895
	Iteration 13Q: 3 clusters Score -1079622 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1079683.500000 Penalty: 4582.941895
	Iteration 14Q: 3 clusters Score -1079684 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1079729.750000 Penalty: 4582.941895
	Iteration 15Q: 3 clusters Score -1079730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1079766.375000 Penalty: 4582.941895
	Iteration 16Q: 3 clusters Score -1079766 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1079788.125000 Penalty: 4582.941895
	Iteration 17Q: 3 clusters Score -1079788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1079804.375000 Penalty: 4582.941895
	Iteration 18Q: 3 clusters Score -1079804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1079821.625000 Penalty: 4582.941895
	Iteration 19Q: 3 clusters Score -1079822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1079834.875000 Penalty: 4582.941895
	Iteration 20F: 3 clusters Score -1079835 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1079854.750000 Penalty: 4582.941895
	Iteration 21Q: 3 clusters Score -1079855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1079864.375000 Penalty: 4582.941895
	Iteration 22Q: 3 clusters Score -1079864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1079877.250000 Penalty: 4582.941895
	Iteration 23Q: 3 clusters Score -1079877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1079886.875000 Penalty: 4582.941895
	Iteration 24Q: 3 clusters Score -1079887 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1079897.000000 Penalty: 4582.941895
	Iteration 25Q: 3 clusters Score -1079897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1079903.375000 Penalty: 4582.941895
	Iteration 26Q: 3 clusters Score -1079903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1079915.250000 Penalty: 4582.941895
	Iteration 27Q: 3 clusters Score -1079915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1079917.625000 Penalty: 4582.941895
	Iteration 28Q: 3 clusters Score -1079918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1079923.125000 Penalty: 4582.941895
	Iteration 29Q: 3 clusters Score -1079923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1079933.750000 Penalty: 4582.941895
	Iteration 30Q: 3 clusters Score -1079934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1079941.375000 Penalty: 4582.941895
	Iteration 31Q: 3 clusters Score -1079941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1079948.250000 Penalty: 4582.941895
	Iteration 32Q: 3 clusters Score -1079948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1079949.375000 Penalty: 4582.941895
	Iteration 33Q: 3 clusters Score -1079949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1079956.000000 Penalty: 4582.941895
	Iteration 34Q: 3 clusters Score -1079956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1079964.000000 Penalty: 4582.941895
	Iteration 35Q: 3 clusters Score -1079964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1079967.500000 Penalty: 4582.941895
	Iteration 36Q: 3 clusters Score -1079968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1079980.875000 Penalty: 4582.941895
	Iteration 37Q: 3 clusters Score -1079981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1079985.625000 Penalty: 4582.941895
	Iteration 38Q: 3 clusters Score -1079986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1079992.875000 Penalty: 4582.941895
	Iteration 39Q: 3 clusters Score -1079993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1079997.125000 Penalty: 4582.941895
	Iteration 40F: 3 clusters Score -1079997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1080006.000000 Penalty: 4582.941895
	Iteration 41Q: 3 clusters Score -1080006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1080005.375000 Penalty: 4582.941895
	Iteration 42Q: 3 clusters Score -1080005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1080012.875000 Penalty: 4582.941895
	Iteration 43Q: 3 clusters Score -1080013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1080018.125000 Penalty: 4582.941895
	Iteration 44Q: 3 clusters Score -1080018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1080024.625000 Penalty: 4582.941895
	Iteration 45Q: 3 clusters Score -1080025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1080028.125000 Penalty: 4582.941895
	Iteration 46Q: 3 clusters Score -1080028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1080032.000000 Penalty: 4582.941895
	Iteration 47Q: 3 clusters Score -1080032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1080042.375000 Penalty: 4582.941895
	Iteration 48Q: 3 clusters Score -1080042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1080042.250000 Penalty: 4582.941895
	Iteration 49Q: 3 clusters Score -1080042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1080044.125000 Penalty: 4582.941895
	Iteration 50Q: 3 clusters Score -1080044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1080050.750000 Penalty: 4582.941895
	Iteration 51Q: 3 clusters Score -1080051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1080050.750000 Penalty: 4582.941895
	Iteration 52Q: 3 clusters Score -1080051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1080051.500000 Penalty: 4582.941895
	Iteration 53Q: 3 clusters Score -1080052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1080052.875000 Penalty: 4582.941895
	Iteration 54Q: 3 clusters Score -1080053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1080056.250000 Penalty: 4582.941895
	Iteration 55Q: 3 clusters Score -1080056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1080060.250000 Penalty: 4582.941895
	Iteration 56Q: 3 clusters Score -1080060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1080059.625000 Penalty: 4582.941895
	Iteration 57Q: 3 clusters Score -1080060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1080060.750000 Penalty: 4582.941895
	Iteration 58Q: 3 clusters Score -1080061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1080063.125000 Penalty: 4582.941895
	Iteration 59Q: 3 clusters Score -1080063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1080066.625000 Penalty: 4582.941895
	Iteration 60F: 3 clusters Score -1080067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1080069.750000 Penalty: 4582.941895
	Iteration 61Q: 3 clusters Score -1080070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1080076.500000 Penalty: 4582.941895
	Iteration 62Q: 3 clusters Score -1080076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1080079.375000 Penalty: 4582.941895
	Iteration 63Q: 3 clusters Score -1080079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1080084.625000 Penalty: 4582.941895
	Iteration 64Q: 3 clusters Score -1080085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1080092.375000 Penalty: 4582.941895
	Iteration 65Q: 3 clusters Score -1080092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1080098.000000 Penalty: 4582.941895
	Iteration 66Q: 3 clusters Score -1080098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1080103.375000 Penalty: 4582.941895
	Iteration 67Q: 3 clusters Score -1080103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1080110.375000 Penalty: 4582.941895
	Iteration 68Q: 3 clusters Score -1080110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1080119.625000 Penalty: 4582.941895
	Iteration 69Q: 3 clusters Score -1080120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1080131.500000 Penalty: 4582.941895
	Iteration 70Q: 3 clusters Score -1080132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1080137.875000 Penalty: 4582.941895
	Iteration 71Q: 3 clusters Score -1080138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1080147.500000 Penalty: 4582.941895
	Iteration 72Q: 3 clusters Score -1080148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1080159.125000 Penalty: 4582.941895
	Iteration 73Q: 3 clusters Score -1080159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1080170.750000 Penalty: 4582.941895
	Iteration 74Q: 3 clusters Score -1080171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1080184.250000 Penalty: 4582.941895
	Iteration 75Q: 3 clusters Score -1080184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1080196.125000 Penalty: 4582.941895
	Iteration 76Q: 3 clusters Score -1080196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1080208.875000 Penalty: 4582.941895
	Iteration 77Q: 3 clusters Score -1080209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1080218.750000 Penalty: 4582.941895
	Iteration 78Q: 3 clusters Score -1080219 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1080235.875000 Penalty: 4582.941895
	Iteration 79Q: 3 clusters Score -1080236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1080257.625000 Penalty: 4582.941895
	Iteration 80F: 3 clusters Score -1080258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1080280.625000 Penalty: 4582.941895
	Iteration 81Q: 3 clusters Score -1080281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1080298.500000 Penalty: 4582.941895
	Iteration 82Q: 3 clusters Score -1080298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1080311.625000 Penalty: 4582.941895
	Iteration 83Q: 3 clusters Score -1080312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1080333.125000 Penalty: 4582.941895
	Iteration 84Q: 3 clusters Score -1080333 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1080350.500000 Penalty: 4582.941895
	Iteration 85Q: 3 clusters Score -1080350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1080372.375000 Penalty: 4582.941895
	Iteration 86Q: 3 clusters Score -1080372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1080383.875000 Penalty: 4582.941895
	Iteration 87Q: 3 clusters Score -1080384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1080401.500000 Penalty: 4582.941895
	Iteration 88Q: 3 clusters Score -1080402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1080414.375000 Penalty: 4582.941895
	Iteration 89Q: 3 clusters Score -1080414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1080425.875000 Penalty: 4582.941895
	Iteration 90Q: 3 clusters Score -1080426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1080436.250000 Penalty: 4582.941895
	Iteration 91Q: 3 clusters Score -1080436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1080443.250000 Penalty: 4582.941895
	Iteration 92Q: 3 clusters Score -1080443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1080450.500000 Penalty: 4582.941895
	Iteration 93Q: 3 clusters Score -1080450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1080457.250000 Penalty: 4582.941895
	Iteration 94Q: 3 clusters Score -1080457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1080466.000000 Penalty: 4582.941895
	Iteration 95Q: 3 clusters Score -1080466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1080467.000000 Penalty: 4582.941895
	Iteration 96Q: 3 clusters Score -1080467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1080474.125000 Penalty: 4582.941895
	Iteration 97Q: 3 clusters Score -1080474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1080481.125000 Penalty: 4582.941895
	Iteration 98Q: 3 clusters Score -1080481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1080486.375000 Penalty: 4582.941895
	Iteration 99Q: 3 clusters Score -1080486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1080492.625000 Penalty: 4582.941895
	Iteration 100F: 3 clusters Score -1080493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1080501.250000 Penalty: 4582.941895
	Iteration 101Q: 3 clusters Score -1080501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1080504.375000 Penalty: 4582.941895
	Iteration 102Q: 3 clusters Score -1080504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1080506.625000 Penalty: 4582.941895
	Iteration 103Q: 3 clusters Score -1080507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1080509.000000 Penalty: 4582.941895
	Iteration 104Q: 3 clusters Score -1080509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1080510.750000 Penalty: 4582.941895
	Iteration 105Q: 3 clusters Score -1080511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1080511.000000 Penalty: 4582.941895
	Iteration 106Q: 3 clusters Score -1080511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1080511.625000 Penalty: 4582.941895
	Iteration 107Q: 3 clusters Score -1080512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1080515.125000 Penalty: 4582.941895
	Iteration 108Q: 3 clusters Score -1080515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1080520.500000 Penalty: 4582.941895
	Iteration 109Q: 3 clusters Score -1080520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1080524.875000 Penalty: 4582.941895
	Iteration 110Q: 3 clusters Score -1080525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1080529.375000 Penalty: 4582.941895
	Iteration 111Q: 3 clusters Score -1080529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1080533.750000 Penalty: 4582.941895
	Iteration 112Q: 3 clusters Score -1080534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1080537.875000 Penalty: 4582.941895
	Iteration 113Q: 3 clusters Score -1080538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1080542.625000 Penalty: 4582.941895
	Iteration 114Q: 3 clusters Score -1080543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1080546.750000 Penalty: 4582.941895
	Iteration 115Q: 3 clusters Score -1080547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1080549.375000 Penalty: 4582.941895
	Iteration 116Q: 3 clusters Score -1080549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1080549.500000 Penalty: 4582.941895
	Iteration 117Q: 3 clusters Score -1080550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1080553.000000 Penalty: 4582.941895
	Iteration 118Q: 3 clusters Score -1080553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1080556.875000 Penalty: 4582.941895
	Iteration 119Q: 3 clusters Score -1080557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1080560.125000 Penalty: 4582.941895
	Iteration 120F: 3 clusters Score -1080560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1080561.875000 Penalty: 4582.941895
	Iteration 121Q: 3 clusters Score -1080562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1080563.250000 Penalty: 4582.941895
	Iteration 122Q: 3 clusters Score -1080563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1080564.375000 Penalty: 4582.941895
	Iteration 123Q: 3 clusters Score -1080564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1080565.250000 Penalty: 4582.941895
	Iteration 124Q: 3 clusters Score -1080565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1080569.500000 Penalty: 4582.941895
	Iteration 125Q: 3 clusters Score -1080570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1080572.375000 Penalty: 4582.941895
	Iteration 126Q: 3 clusters Score -1080572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1080572.000000 Penalty: 4582.941895
	Iteration 127Q: 3 clusters Score -1080572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1080575.750000 Penalty: 4582.941895
	Iteration 128Q: 3 clusters Score -1080576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1080578.875000 Penalty: 4582.941895
	Iteration 129Q: 3 clusters Score -1080579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1080583.125000 Penalty: 4582.941895
	Iteration 130Q: 3 clusters Score -1080583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1080583.250000 Penalty: 4582.941895
	Iteration 131Q: 3 clusters Score -1080583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1080585.375000 Penalty: 4582.941895
	Iteration 132Q: 3 clusters Score -1080585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1080589.500000 Penalty: 4582.941895
	Iteration 133Q: 3 clusters Score -1080590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1080589.125000 Penalty: 4582.941895
	Iteration 134Q: 3 clusters Score -1080589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1080592.375000 Penalty: 4582.941895
	Iteration 135Q: 3 clusters Score -1080592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1080589.875000 Penalty: 4582.941895
	Iteration 136Q: 3 clusters Score -1080590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1080594.375000 Penalty: 4582.941895
	Iteration 137Q: 3 clusters Score -1080594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1080594.000000 Penalty: 4582.941895
	Iteration 138Q: 3 clusters Score -1080594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1080594.000000 Penalty: 4582.941895
	Iteration 139F: 3 clusters Score -1080594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -417678.437500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -417678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -413932.125000 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -413932.1 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -414689.531250 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -414689.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -414909.187500 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -414909.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -415067.781250 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -415067.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -415215.593750 Penalty: 4071.006348
	Iteration 4F: 3 clusters Score -415215.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -415373.500000 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -415373.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -415543.718750 Penalty: 4071.006348
	Iteration 6F: 3 clusters Score -415543.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -415739.406250 Penalty: 4071.006348
	Iteration 7F: 3 clusters Score -415739.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -415915.093750 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -415915.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -416053.875000 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -416053.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -416127.656250 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -416127.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -416178.062500 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -416178.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -416213.593750 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -416213.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -416244.125000 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -416244.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -416261.687500 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -416261.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -416272.562500 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -416272.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -416279.312500 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -416279.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -416287.812500 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -416287.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -416294.968750 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -416295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -416300.718750 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -416300.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -416309.281250 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -416309.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -416318.406250 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -416318.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -416325.156250 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -416325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -416329.968750 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -416330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -416333.468750 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -416333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -416335.437500 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -416335.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -416338.218750 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -416338.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -416342.750000 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -416342.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -416347.093750 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -416347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -416349.718750 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -416349.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -416352.687500 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -416352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -416356.031250 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -416356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -416359.718750 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -416359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -416362.093750 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -416362.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -416367.093750 Penalty: 4071.006348
	Iteration 34Q: 3 clusters Score -416367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -416372.906250 Penalty: 4071.006348
	Iteration 35Q: 3 clusters Score -416372.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -416379.593750 Penalty: 4071.006348
	Iteration 36Q: 3 clusters Score -416379.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -416386.562500 Penalty: 4071.006348
	Iteration 37Q: 3 clusters Score -416386.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -416394.031250 Penalty: 4071.006348
	Iteration 38Q: 3 clusters Score -416394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -416397.093750 Penalty: 4071.006348
	Iteration 39Q: 3 clusters Score -416397.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -416398.312500 Penalty: 4071.006348
	Iteration 40F: 3 clusters Score -416398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -416399.906250 Penalty: 4071.006348
	Iteration 41Q: 3 clusters Score -416399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -416401.000000 Penalty: 4071.006348
	Iteration 42Q: 3 clusters Score -416401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -416401.875000 Penalty: 4071.006348
	Iteration 43Q: 3 clusters Score -416401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -416401.968750 Penalty: 4071.006348
	Iteration 44Q: 3 clusters Score -416402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -416403.250000 Penalty: 4071.006348
	Iteration 45Q: 3 clusters Score -416403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -416403.250000 Penalty: 4071.006348
	Iteration 46F: 3 clusters Score -416403.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (186670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186670 members 
Entering Unmasked Estep 
Score: -22036824.000000 Penalty: 3010.000244
	Iteration 0F: 2 clusters Score -2.203682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -21913912.000000 Penalty: 6020.000488
	Iteration 0F: 3 clusters Score -2.191391e+07 nChanged 89690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -21965900.000000 Penalty: 6020.000488
	Iteration 1F: 3 clusters Score -2.19659e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -21966910.000000 Penalty: 6020.000488
	Iteration 2Q: 3 clusters Score -2.196691e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -21968402.000000 Penalty: 6020.000488
	Iteration 3Q: 3 clusters Score -2.19684e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107886 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -21970626.000000 Penalty: 6020.000488
	Iteration 4Q: 3 clusters Score -2.197063e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115727 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -21974596.000000 Penalty: 6020.000488
	Iteration 5Q: 3 clusters Score -2.19746e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127057 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
Score: -21981644.000000 Penalty: 6020.000488
	Iteration 6F: 3 clusters Score -2.198164e+07 nChanged 15125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142134 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -21993642.000000 Penalty: 6020.000488
	Iteration 7F: 3 clusters Score -2.199364e+07 nChanged 17161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159275 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -22009580.000000 Penalty: 6020.000488
	Iteration 8F: 3 clusters Score -2.200958e+07 nChanged 14339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173612 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -22023282.000000 Penalty: 6020.000488
	Iteration 9F: 3 clusters Score -2.202328e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181706 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -22030392.000000 Penalty: 6020.000488
	Iteration 10Q: 3 clusters Score -2.203039e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184835 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -22032846.000000 Penalty: 6020.000488
	Iteration 11Q: 3 clusters Score -2.203285e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185798 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -22033624.000000 Penalty: 6020.000488
	Iteration 12Q: 3 clusters Score -2.203362e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186103 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -22033982.000000 Penalty: 6020.000488
	Iteration 13Q: 3 clusters Score -2.203398e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186202 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -22034100.000000 Penalty: 6020.000488
	Iteration 14Q: 3 clusters Score -2.20341e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186253 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22034164.000000 Penalty: 6020.000488
	Iteration 15Q: 3 clusters Score -2.203416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186283 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22034200.000000 Penalty: 6020.000488
	Iteration 16Q: 3 clusters Score -2.20342e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186302 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22034220.000000 Penalty: 6020.000488
	Iteration 17Q: 3 clusters Score -2.203422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186316 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22034242.000000 Penalty: 6020.000488
	Iteration 18Q: 3 clusters Score -2.203424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22034250.000000 Penalty: 6020.000488
	Iteration 19Q: 3 clusters Score -2.203425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22034256.000000 Penalty: 6020.000488
	Iteration 20F: 3 clusters Score -2.203426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186338 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22034260.000000 Penalty: 6020.000488
	Iteration 21Q: 3 clusters Score -2.203426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186340 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22034266.000000 Penalty: 6020.000488
	Iteration 22Q: 3 clusters Score -2.203427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186342 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22034280.000000 Penalty: 6020.000488
	Iteration 23Q: 3 clusters Score -2.203428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186342 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22034280.000000 Penalty: 6020.000488
	Iteration 24F: 3 clusters Score -2.203428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Entering Unmasked Estep 
Score: -996892.812500 Penalty: 2250.083252
	Iteration 0F: 2 clusters Score -996892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -990152.187500 Penalty: 4500.166504
	Iteration 0F: 3 clusters Score -990152.2 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -992325.062500 Penalty: 4500.166504
	Iteration 1F: 3 clusters Score -992325.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -993031.250000 Penalty: 4500.166504
	Iteration 2F: 3 clusters Score -993031.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -993699.125000 Penalty: 4500.166504
	Iteration 3F: 3 clusters Score -993699.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -994327.750000 Penalty: 4500.166504
	Iteration 4F: 3 clusters Score -994327.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -994841.625000 Penalty: 4500.166504
	Iteration 5F: 3 clusters Score -994841.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -995251.000000 Penalty: 4500.166504
	Iteration 6F: 3 clusters Score -995251 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -995538.750000 Penalty: 4500.166504
	Iteration 7Q: 3 clusters Score -995538.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -995767.125000 Penalty: 4500.166504
	Iteration 8Q: 3 clusters Score -995767.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -995937.187500 Penalty: 4500.166504
	Iteration 9Q: 3 clusters Score -995937.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -996078.187500 Penalty: 4500.166504
	Iteration 10Q: 3 clusters Score -996078.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -996169.500000 Penalty: 4500.166504
	Iteration 11Q: 3 clusters Score -996169.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -996232.875000 Penalty: 4500.166504
	Iteration 12Q: 3 clusters Score -996232.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -996301.812500 Penalty: 4500.166504
	Iteration 13Q: 3 clusters Score -996301.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -996350.750000 Penalty: 4500.166504
	Iteration 14Q: 3 clusters Score -996350.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -996386.875000 Penalty: 4500.166504
	Iteration 15Q: 3 clusters Score -996386.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -996408.812500 Penalty: 4500.166504
	Iteration 16Q: 3 clusters Score -996408.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -996428.437500 Penalty: 4500.166504
	Iteration 17Q: 3 clusters Score -996428.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -996446.062500 Penalty: 4500.166504
	Iteration 18Q: 3 clusters Score -996446.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -996458.562500 Penalty: 4500.166504
	Iteration 19Q: 3 clusters Score -996458.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -996471.187500 Penalty: 4500.166504
	Iteration 20F: 3 clusters Score -996471.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -996482.062500 Penalty: 4500.166504
	Iteration 21Q: 3 clusters Score -996482.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -996494.312500 Penalty: 4500.166504
	Iteration 22Q: 3 clusters Score -996494.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -996502.062500 Penalty: 4500.166504
	Iteration 23Q: 3 clusters Score -996502.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -996507.812500 Penalty: 4500.166504
	Iteration 24Q: 3 clusters Score -996507.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -996511.500000 Penalty: 4500.166504
	Iteration 25Q: 3 clusters Score -996511.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -996515.562500 Penalty: 4500.166504
	Iteration 26Q: 3 clusters Score -996515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -996514.687500 Penalty: 4500.166504
	Iteration 27Q: 3 clusters Score -996514.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -996518.125000 Penalty: 4500.166504
	Iteration 28Q: 3 clusters Score -996518.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -996518.625000 Penalty: 4500.166504
	Iteration 29Q: 3 clusters Score -996518.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -996520.375000 Penalty: 4500.166504
	Iteration 30Q: 3 clusters Score -996520.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -996521.750000 Penalty: 4500.166504
	Iteration 31Q: 3 clusters Score -996521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -996523.562500 Penalty: 4500.166504
	Iteration 32Q: 3 clusters Score -996523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -996522.250000 Penalty: 4500.166504
	Iteration 33Q: 3 clusters Score -996522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -996523.500000 Penalty: 4500.166504
	Iteration 34Q: 3 clusters Score -996523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -996522.625000 Penalty: 4500.166504
	Iteration 35Q: 3 clusters Score -996522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -996522.625000 Penalty: 4500.166504
	Iteration 36Q: 3 clusters Score -996522.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -996522.625000 Penalty: 4500.166504
	Iteration 37F: 3 clusters Score -996522.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -281894.781250 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -281894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -278938.625000 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -278938.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -279544.968750 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -279545 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -279752.437500 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -279752.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -279838.750000 Penalty: 3863.569336
	Iteration 3Q: 3 clusters Score -279838.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -279910.375000 Penalty: 3863.569336
	Iteration 4Q: 3 clusters Score -279910.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -279968.281250 Penalty: 3863.569336
	Iteration 5Q: 3 clusters Score -279968.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -280009.750000 Penalty: 3863.569336
	Iteration 6Q: 3 clusters Score -280009.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -280042.125000 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -280042.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -280075.281250 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -280075.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -280103.812500 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -280103.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -280132.656250 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -280132.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -280152.968750 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -280153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -280171.000000 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -280171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -280186.687500 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -280186.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -280201.781250 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -280201.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -280210.343750 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -280210.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -280217.250000 Penalty: 3863.569336
	Iteration 16Q: 3 clusters Score -280217.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -280229.531250 Penalty: 3863.569336
	Iteration 17Q: 3 clusters Score -280229.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280236.625000 Penalty: 3863.569336
	Iteration 18Q: 3 clusters Score -280236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -280238.625000 Penalty: 3863.569336
	Iteration 19Q: 3 clusters Score -280238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -280241.531250 Penalty: 3863.569336
	Iteration 20F: 3 clusters Score -280241.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -280244.562500 Penalty: 3863.569336
	Iteration 21Q: 3 clusters Score -280244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -280245.000000 Penalty: 3863.569336
	Iteration 22Q: 3 clusters Score -280245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -280246.000000 Penalty: 3863.569336
	Iteration 23Q: 3 clusters Score -280246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -280246.937500 Penalty: 3863.569336
	Iteration 24Q: 3 clusters Score -280246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -280247.531250 Penalty: 3863.569336
	Iteration 25Q: 3 clusters Score -280247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -280249.718750 Penalty: 3863.569336
	Iteration 26Q: 3 clusters Score -280249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -280250.812500 Penalty: 3863.569336
	Iteration 27Q: 3 clusters Score -280250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -280251.281250 Penalty: 3863.569336
	Iteration 28Q: 3 clusters Score -280251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -280252.000000 Penalty: 3863.569336
	Iteration 29Q: 3 clusters Score -280252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -280252.218750 Penalty: 3863.569336
	Iteration 30Q: 3 clusters Score -280252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -280253.968750 Penalty: 3863.569336
	Iteration 31Q: 3 clusters Score -280254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -280256.687500 Penalty: 3863.569336
	Iteration 32Q: 3 clusters Score -280256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -280257.875000 Penalty: 3863.569336
	Iteration 33Q: 3 clusters Score -280257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -280258.843750 Penalty: 3863.569336
	Iteration 34Q: 3 clusters Score -280258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -280259.437500 Penalty: 3863.569336
	Iteration 35Q: 3 clusters Score -280259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -280260.031250 Penalty: 3863.569336
	Iteration 36Q: 3 clusters Score -280260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -280261.781250 Penalty: 3863.569336
	Iteration 37Q: 3 clusters Score -280261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -280263.875000 Penalty: 3863.569336
	Iteration 38Q: 3 clusters Score -280263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -280263.875000 Penalty: 3863.569336
	Iteration 39F: 3 clusters Score -280263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (41367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Entering Unmasked Estep 
Score: -4482146.500000 Penalty: 2636.299072
	Iteration 0F: 2 clusters Score -4482146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4454081.000000 Penalty: 5272.598145
	Iteration 0F: 3 clusters Score -4454081 nChanged 19053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4464912.000000 Penalty: 5272.598145
	Iteration 1F: 3 clusters Score -4464912 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4465681.000000 Penalty: 5272.598145
	Iteration 2Q: 3 clusters Score -4465681 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4466531.000000 Penalty: 5272.598145
	Iteration 3Q: 3 clusters Score -4466531 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -4467468.000000 Penalty: 5272.598145
	Iteration 4Q: 3 clusters Score -4467468 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -4468572.000000 Penalty: 5272.598145
	Iteration 5F: 3 clusters Score -4468572 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4469809.000000 Penalty: 5272.598145
	Iteration 6F: 3 clusters Score -4469809 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4471170.000000 Penalty: 5272.598145
	Iteration 7F: 3 clusters Score -4471170 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -4472488.500000 Penalty: 5272.598145
	Iteration 8F: 3 clusters Score -4472488 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -4473806.000000 Penalty: 5272.598145
	Iteration 9Q: 3 clusters Score -4473806 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4474987.500000 Penalty: 5272.598145
	Iteration 10Q: 3 clusters Score -4474988 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -4476065.500000 Penalty: 5272.598145
	Iteration 11Q: 3 clusters Score -4476066 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -4476974.500000 Penalty: 5272.598145
	Iteration 12Q: 3 clusters Score -4476974 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4477787.000000 Penalty: 5272.598145
	Iteration 13Q: 3 clusters Score -4477787 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4478461.000000 Penalty: 5272.598145
	Iteration 14Q: 3 clusters Score -4478461 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4479064.500000 Penalty: 5272.598145
	Iteration 15Q: 3 clusters Score -4479064 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4479502.500000 Penalty: 5272.598145
	Iteration 16Q: 3 clusters Score -4479502 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4479776.500000 Penalty: 5272.598145
	Iteration 17Q: 3 clusters Score -4479776 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4479972.000000 Penalty: 5272.598145
	Iteration 18Q: 3 clusters Score -4479972 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4480079.500000 Penalty: 5272.598145
	Iteration 19Q: 3 clusters Score -4480080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4480201.000000 Penalty: 5272.598145
	Iteration 20F: 3 clusters Score -4480201 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4480298.500000 Penalty: 5272.598145
	Iteration 21Q: 3 clusters Score -4480298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4480388.500000 Penalty: 5272.598145
	Iteration 22Q: 3 clusters Score -4480388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4480458.000000 Penalty: 5272.598145
	Iteration 23Q: 3 clusters Score -4480458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4480507.000000 Penalty: 5272.598145
	Iteration 24Q: 3 clusters Score -4480507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4480542.500000 Penalty: 5272.598145
	Iteration 25Q: 3 clusters Score -4480542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4480560.000000 Penalty: 5272.598145
	Iteration 26Q: 3 clusters Score -4480560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4480573.500000 Penalty: 5272.598145
	Iteration 27Q: 3 clusters Score -4480574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4480587.000000 Penalty: 5272.598145
	Iteration 28Q: 3 clusters Score -4480587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4480593.500000 Penalty: 5272.598145
	Iteration 29Q: 3 clusters Score -4480594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4480604.500000 Penalty: 5272.598145
	Iteration 30Q: 3 clusters Score -4480604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4480611.000000 Penalty: 5272.598145
	Iteration 31Q: 3 clusters Score -4480611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4480624.000000 Penalty: 5272.598145
	Iteration 32Q: 3 clusters Score -4480624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4480628.500000 Penalty: 5272.598145
	Iteration 33Q: 3 clusters Score -4480628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4480627.000000 Penalty: 5272.598145
	Iteration 34Q: 3 clusters Score -4480627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4480629.000000 Penalty: 5272.598145
	Iteration 35Q: 3 clusters Score -4480629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4480640.000000 Penalty: 5272.598145
	Iteration 36Q: 3 clusters Score -4480640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4480639.000000 Penalty: 5272.598145
	Iteration 37Q: 3 clusters Score -4480639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4480635.000000 Penalty: 5272.598145
	Iteration 38Q: 3 clusters Score -4480635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4480638.500000 Penalty: 5272.598145
	Iteration 39Q: 3 clusters Score -4480638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4480636.000000 Penalty: 5272.598145
	Iteration 40F: 3 clusters Score -4480636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4480638.500000 Penalty: 5272.598145
	Iteration 41Q: 3 clusters Score -4480638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4480643.500000 Penalty: 5272.598145
	Iteration 42Q: 3 clusters Score -4480644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4480648.500000 Penalty: 5272.598145
	Iteration 43Q: 3 clusters Score -4480648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4480647.000000 Penalty: 5272.598145
	Iteration 44Q: 3 clusters Score -4480647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4480648.500000 Penalty: 5272.598145
	Iteration 45Q: 3 clusters Score -4480648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4480649.000000 Penalty: 5272.598145
	Iteration 46Q: 3 clusters Score -4480649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4480646.000000 Penalty: 5272.598145
	Iteration 47Q: 3 clusters Score -4480646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4480655.000000 Penalty: 5272.598145
	Iteration 48Q: 3 clusters Score -4480655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4480664.500000 Penalty: 5272.598145
	Iteration 49Q: 3 clusters Score -4480664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4480667.000000 Penalty: 5272.598145
	Iteration 50Q: 3 clusters Score -4480667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4480671.000000 Penalty: 5272.598145
	Iteration 51Q: 3 clusters Score -4480671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4480674.000000 Penalty: 5272.598145
	Iteration 52Q: 3 clusters Score -4480674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4480676.500000 Penalty: 5272.598145
	Iteration 53Q: 3 clusters Score -4480676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4480690.500000 Penalty: 5272.598145
	Iteration 54Q: 3 clusters Score -4480690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4480688.000000 Penalty: 5272.598145
	Iteration 55Q: 3 clusters Score -4480688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4480685.500000 Penalty: 5272.598145
	Iteration 56Q: 3 clusters Score -4480686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4480687.500000 Penalty: 5272.598145
	Iteration 57Q: 3 clusters Score -4480688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4480690.500000 Penalty: 5272.598145
	Iteration 58Q: 3 clusters Score -4480690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4480689.000000 Penalty: 5272.598145
	Iteration 59Q: 3 clusters Score -4480689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4480696.000000 Penalty: 5272.598145
	Iteration 60F: 3 clusters Score -4480696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4480704.000000 Penalty: 5272.598145
	Iteration 61Q: 3 clusters Score -4480704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4480712.000000 Penalty: 5272.598145
	Iteration 62Q: 3 clusters Score -4480712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4480735.000000 Penalty: 5272.598145
	Iteration 63Q: 3 clusters Score -4480735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4480750.000000 Penalty: 5272.598145
	Iteration 64Q: 3 clusters Score -4480750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4480765.000000 Penalty: 5272.598145
	Iteration 65Q: 3 clusters Score -4480765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4480792.500000 Penalty: 5272.598145
	Iteration 66Q: 3 clusters Score -4480792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4480834.500000 Penalty: 5272.598145
	Iteration 67Q: 3 clusters Score -4480834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4480872.000000 Penalty: 5272.598145
	Iteration 68Q: 3 clusters Score -4480872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4480893.000000 Penalty: 5272.598145
	Iteration 69Q: 3 clusters Score -4480893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4480910.500000 Penalty: 5272.598145
	Iteration 70Q: 3 clusters Score -4480910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4480912.500000 Penalty: 5272.598145
	Iteration 71Q: 3 clusters Score -4480912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4480916.000000 Penalty: 5272.598145
	Iteration 72Q: 3 clusters Score -4480916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4480918.000000 Penalty: 5272.598145
	Iteration 73Q: 3 clusters Score -4480918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4480911.000000 Penalty: 5272.598145
	Iteration 74Q: 3 clusters Score -4480911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4480913.000000 Penalty: 5272.598145
	Iteration 75Q: 3 clusters Score -4480913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4480918.000000 Penalty: 5272.598145
	Iteration 76Q: 3 clusters Score -4480918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4480918.000000 Penalty: 5272.598145
	Iteration 77F: 3 clusters Score -4480918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -81405.625000 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -81405.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79688.500000 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -79688.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80349.257812 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -80349.26 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80809.656250 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -80809.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80993.585938 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -80993.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81085.765625 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -81085.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81187.015625 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -81187.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81283.945312 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -81283.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81368.914062 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -81368.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81418.312500 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -81418.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81445.210938 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -81445.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81466.687500 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -81466.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81489.085938 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -81489.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81521.257812 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -81521.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81535.656250 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -81535.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81551.710938 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -81551.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81559.906250 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -81559.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81566.757812 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -81566.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81569.695312 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -81569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81570.851562 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -81570.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81575.515625 Penalty: 3360.014893
	Iteration 19F: 3 clusters Score -81575.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81590.765625 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -81590.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81601.132812 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -81601.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81607.867188 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -81607.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -81620.687500 Penalty: 3360.014893
	Iteration 23Q: 3 clusters Score -81620.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81636.601562 Penalty: 3360.014893
	Iteration 24Q: 3 clusters Score -81636.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -81638.828125 Penalty: 3360.014893
	Iteration 25Q: 3 clusters Score -81638.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -81638.828125 Penalty: 3360.014893
	Iteration 26F: 3 clusters Score -81638.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Mstep: Class 67 contains 453 members 
Entering Unmasked Estep 
Score: -133773448.000000 Penalty: 232283.140625
Splitting cluster 41 changes total score from -133775096.000000 to -133773448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (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: -916151.062500 Penalty: 2228.173096
	Iteration 0F: 2 clusters Score -916151.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -909760.625000 Penalty: 4456.346191
	Iteration 0F: 3 clusters Score -909760.6 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -911491.500000 Penalty: 4456.346191
	Iteration 1F: 3 clusters Score -911491.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -911781.125000 Penalty: 4456.346191
	Iteration 2F: 3 clusters Score -911781.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -911967.375000 Penalty: 4456.346191
	Iteration 3F: 3 clusters Score -911967.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -912140.812500 Penalty: 4456.346191
	Iteration 4Q: 3 clusters Score -912140.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -912302.062500 Penalty: 4456.346191
	Iteration 5Q: 3 clusters Score -912302.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -912439.375000 Penalty: 4456.346191
	Iteration 6Q: 3 clusters Score -912439.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -912575.375000 Penalty: 4456.346191
	Iteration 7Q: 3 clusters Score -912575.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -912699.000000 Penalty: 4456.346191
	Iteration 8Q: 3 clusters Score -912699 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -912818.687500 Penalty: 4456.346191
	Iteration 9Q: 3 clusters Score -912818.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -912938.937500 Penalty: 4456.346191
	Iteration 10Q: 3 clusters Score -912938.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -913056.750000 Penalty: 4456.346191
	Iteration 11Q: 3 clusters Score -913056.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -913204.562500 Penalty: 4456.346191
	Iteration 12Q: 3 clusters Score -913204.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -913368.625000 Penalty: 4456.346191
	Iteration 13Q: 3 clusters Score -913368.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -913557.250000 Penalty: 4456.346191
	Iteration 14Q: 3 clusters Score -913557.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -913746.000000 Penalty: 4456.346191
	Iteration 15Q: 3 clusters Score -913746 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -913918.312500 Penalty: 4456.346191
	Iteration 16Q: 3 clusters Score -913918.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -914073.687500 Penalty: 4456.346191
	Iteration 17Q: 3 clusters Score -914073.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -914193.375000 Penalty: 4456.346191
	Iteration 18Q: 3 clusters Score -914193.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -914282.062500 Penalty: 4456.346191
	Iteration 19Q: 3 clusters Score -914282.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -914367.875000 Penalty: 4456.346191
	Iteration 20F: 3 clusters Score -914367.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -914424.062500 Penalty: 4456.346191
	Iteration 21Q: 3 clusters Score -914424.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -914470.000000 Penalty: 4456.346191
	Iteration 22Q: 3 clusters Score -914470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -914498.187500 Penalty: 4456.346191
	Iteration 23Q: 3 clusters Score -914498.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -914527.312500 Penalty: 4456.346191
	Iteration 24Q: 3 clusters Score -914527.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -914559.687500 Penalty: 4456.346191
	Iteration 25Q: 3 clusters Score -914559.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -914596.500000 Penalty: 4456.346191
	Iteration 26Q: 3 clusters Score -914596.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -914630.937500 Penalty: 4456.346191
	Iteration 27Q: 3 clusters Score -914630.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -914675.875000 Penalty: 4456.346191
	Iteration 28Q: 3 clusters Score -914675.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -914721.125000 Penalty: 4456.346191
	Iteration 29Q: 3 clusters Score -914721.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -914743.812500 Penalty: 4456.346191
	Iteration 30Q: 3 clusters Score -914743.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -914771.125000 Penalty: 4456.346191
	Iteration 31Q: 3 clusters Score -914771.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -914786.812500 Penalty: 4456.346191
	Iteration 32Q: 3 clusters Score -914786.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -914802.750000 Penalty: 4456.346191
	Iteration 33Q: 3 clusters Score -914802.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -914811.062500 Penalty: 4456.346191
	Iteration 34Q: 3 clusters Score -914811.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -914819.375000 Penalty: 4456.346191
	Iteration 35Q: 3 clusters Score -914819.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -914823.687500 Penalty: 4456.346191
	Iteration 36Q: 3 clusters Score -914823.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -914827.437500 Penalty: 4456.346191
	Iteration 37Q: 3 clusters Score -914827.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -914832.375000 Penalty: 4456.346191
	Iteration 38Q: 3 clusters Score -914832.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -914835.500000 Penalty: 4456.346191
	Iteration 39Q: 3 clusters Score -914835.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -914838.375000 Penalty: 4456.346191
	Iteration 40F: 3 clusters Score -914838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -914839.250000 Penalty: 4456.346191
	Iteration 41Q: 3 clusters Score -914839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -914842.125000 Penalty: 4456.346191
	Iteration 42Q: 3 clusters Score -914842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -914842.437500 Penalty: 4456.346191
	Iteration 43Q: 3 clusters Score -914842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -914846.312500 Penalty: 4456.346191
	Iteration 44Q: 3 clusters Score -914846.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -914845.812500 Penalty: 4456.346191
	Iteration 45Q: 3 clusters Score -914845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -914847.812500 Penalty: 4456.346191
	Iteration 46Q: 3 clusters Score -914847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -914847.250000 Penalty: 4456.346191
	Iteration 47Q: 3 clusters Score -914847.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -914851.375000 Penalty: 4456.346191
	Iteration 48Q: 3 clusters Score -914851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -914855.500000 Penalty: 4456.346191
	Iteration 49Q: 3 clusters Score -914855.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -914855.750000 Penalty: 4456.346191
	Iteration 50Q: 3 clusters Score -914855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -914859.375000 Penalty: 4456.346191
	Iteration 51Q: 3 clusters Score -914859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -914859.937500 Penalty: 4456.346191
	Iteration 52Q: 3 clusters Score -914859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -914859.750000 Penalty: 4456.346191
	Iteration 53Q: 3 clusters Score -914859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -914858.000000 Penalty: 4456.346191
	Iteration 54Q: 3 clusters Score -914858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -914858.875000 Penalty: 4456.346191
	Iteration 55Q: 3 clusters Score -914858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -914860.250000 Penalty: 4456.346191
	Iteration 56Q: 3 clusters Score -914860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -914861.375000 Penalty: 4456.346191
	Iteration 57Q: 3 clusters Score -914861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -914862.937500 Penalty: 4456.346191
	Iteration 58Q: 3 clusters Score -914862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -914862.062500 Penalty: 4456.346191
	Iteration 59Q: 3 clusters Score -914862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -914862.062500 Penalty: 4456.346191
	Iteration 60F: 3 clusters Score -914862.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -47090.230469 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -47090.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45886.421875 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -45886.42 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46102.878906 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -46102.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46264.968750 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -46264.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46391.414062 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -46391.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46558.886719 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -46558.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46616.707031 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -46616.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -46644.203125 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -46644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -46656.710938 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -46656.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -46667.242188 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -46667.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46681.453125 Penalty: 2895.514160
	Iteration 9Q: 3 clusters Score -46681.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46684.117188 Penalty: 2895.514160
	Iteration 10F: 3 clusters Score -46684.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -46695.789062 Penalty: 2895.514160
	Iteration 11Q: 3 clusters Score -46695.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -46702.519531 Penalty: 2895.514160
	Iteration 12Q: 3 clusters Score -46702.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -46702.519531 Penalty: 2895.514160
	Iteration 13F: 3 clusters Score -46702.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -312859.750000 Penalty: 1954.064331
	Iteration 0F: 2 clusters Score -312859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -309841.625000 Penalty: 3908.128662
	Iteration 0F: 3 clusters Score -309841.6 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -310505.000000 Penalty: 3908.128662
	Iteration 1F: 3 clusters Score -310505 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -310745.437500 Penalty: 3908.128662
	Iteration 2F: 3 clusters Score -310745.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -310932.250000 Penalty: 3908.128662
	Iteration 3F: 3 clusters Score -310932.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -311091.593750 Penalty: 3908.128662
	Iteration 4Q: 3 clusters Score -311091.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -311231.625000 Penalty: 3908.128662
	Iteration 5Q: 3 clusters Score -311231.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -311347.156250 Penalty: 3908.128662
	Iteration 6Q: 3 clusters Score -311347.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -311420.562500 Penalty: 3908.128662
	Iteration 7Q: 3 clusters Score -311420.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -311472.718750 Penalty: 3908.128662
	Iteration 8Q: 3 clusters Score -311472.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -311524.718750 Penalty: 3908.128662
	Iteration 9Q: 3 clusters Score -311524.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -311573.531250 Penalty: 3908.128662
	Iteration 10Q: 3 clusters Score -311573.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -311616.343750 Penalty: 3908.128662
	Iteration 11Q: 3 clusters Score -311616.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -311651.031250 Penalty: 3908.128662
	Iteration 12Q: 3 clusters Score -311651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -311668.031250 Penalty: 3908.128662
	Iteration 13Q: 3 clusters Score -311668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -311680.750000 Penalty: 3908.128662
	Iteration 14Q: 3 clusters Score -311680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -311687.093750 Penalty: 3908.128662
	Iteration 15Q: 3 clusters Score -311687.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -311697.593750 Penalty: 3908.128662
	Iteration 16Q: 3 clusters Score -311697.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -311705.593750 Penalty: 3908.128662
	Iteration 17Q: 3 clusters Score -311705.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -311711.968750 Penalty: 3908.128662
	Iteration 18Q: 3 clusters Score -311712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -311716.406250 Penalty: 3908.128662
	Iteration 19Q: 3 clusters Score -311716.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -311723.437500 Penalty: 3908.128662
	Iteration 20F: 3 clusters Score -311723.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -311725.875000 Penalty: 3908.128662
	Iteration 21Q: 3 clusters Score -311725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -311729.500000 Penalty: 3908.128662
	Iteration 22Q: 3 clusters Score -311729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -311732.250000 Penalty: 3908.128662
	Iteration 23Q: 3 clusters Score -311732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -311734.281250 Penalty: 3908.128662
	Iteration 24Q: 3 clusters Score -311734.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -311735.250000 Penalty: 3908.128662
	Iteration 25Q: 3 clusters Score -311735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -311737.593750 Penalty: 3908.128662
	Iteration 26Q: 3 clusters Score -311737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -311739.718750 Penalty: 3908.128662
	Iteration 27Q: 3 clusters Score -311739.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -311744.656250 Penalty: 3908.128662
	Iteration 28Q: 3 clusters Score -311744.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -311748.625000 Penalty: 3908.128662
	Iteration 29Q: 3 clusters Score -311748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -311751.812500 Penalty: 3908.128662
	Iteration 30Q: 3 clusters Score -311751.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -311755.562500 Penalty: 3908.128662
	Iteration 31Q: 3 clusters Score -311755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -311757.156250 Penalty: 3908.128662
	Iteration 32Q: 3 clusters Score -311757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -311757.156250 Penalty: 3908.128662
	Iteration 33F: 3 clusters Score -311757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -454860.000000 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -454860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -450980.968750 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -450981 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -451880.125000 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -451880.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -452135.437500 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -452135.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -452308.843750 Penalty: 4109.364258
	Iteration 3F: 3 clusters Score -452308.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -452468.062500 Penalty: 4109.364258
	Iteration 4Q: 3 clusters Score -452468.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -452607.281250 Penalty: 4109.364258
	Iteration 5Q: 3 clusters Score -452607.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -452725.875000 Penalty: 4109.364258
	Iteration 6Q: 3 clusters Score -452725.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -452851.593750 Penalty: 4109.364258
	Iteration 7Q: 3 clusters Score -452851.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -452957.812500 Penalty: 4109.364258
	Iteration 8Q: 3 clusters Score -452957.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -453056.656250 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -453056.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -453137.562500 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -453137.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -453194.468750 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -453194.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -453232.781250 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -453232.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -453255.750000 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -453255.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -453270.156250 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -453270.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -453279.093750 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -453279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -453284.562500 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -453284.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -453290.687500 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -453290.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -453295.718750 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -453295.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -453302.500000 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -453302.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -453307.093750 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -453307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -453311.375000 Penalty: 4109.364258
	Iteration 21Q: 3 clusters Score -453311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -453313.125000 Penalty: 4109.364258
	Iteration 22Q: 3 clusters Score -453313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -453314.812500 Penalty: 4109.364258
	Iteration 23Q: 3 clusters Score -453314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -453315.468750 Penalty: 4109.364258
	Iteration 24Q: 3 clusters Score -453315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -453316.531250 Penalty: 4109.364258
	Iteration 25Q: 3 clusters Score -453316.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -453317.312500 Penalty: 4109.364258
	Iteration 26Q: 3 clusters Score -453317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -453319.500000 Penalty: 4109.364258
	Iteration 27Q: 3 clusters Score -453319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -453319.906250 Penalty: 4109.364258
	Iteration 28Q: 3 clusters Score -453319.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -453320.125000 Penalty: 4109.364258
	Iteration 29Q: 3 clusters Score -453320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -453320.937500 Penalty: 4109.364258
	Iteration 30Q: 3 clusters Score -453320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -453322.687500 Penalty: 4109.364258
	Iteration 31Q: 3 clusters Score -453322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -453324.375000 Penalty: 4109.364258
	Iteration 32Q: 3 clusters Score -453324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -453325.531250 Penalty: 4109.364258
	Iteration 33Q: 3 clusters Score -453325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -453326.687500 Penalty: 4109.364258
	Iteration 34Q: 3 clusters Score -453326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -453327.687500 Penalty: 4109.364258
	Iteration 35Q: 3 clusters Score -453327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -453329.718750 Penalty: 4109.364258
	Iteration 36Q: 3 clusters Score -453329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -453330.687500 Penalty: 4109.364258
	Iteration 37Q: 3 clusters Score -453330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -453330.875000 Penalty: 4109.364258
	Iteration 38Q: 3 clusters Score -453330.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -453330.875000 Penalty: 4109.364258
	Iteration 39F: 3 clusters Score -453330.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (9399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Entering Unmasked Estep 
Score: -1098756.250000 Penalty: 2268.792969
	Iteration 0F: 2 clusters Score -1098756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1091467.250000 Penalty: 4537.585938
	Iteration 0F: 3 clusters Score -1091467 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1093532.500000 Penalty: 4537.585938
	Iteration 1F: 3 clusters Score -1093532 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1093843.625000 Penalty: 4537.585938
	Iteration 2F: 3 clusters Score -1093844 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1094058.625000 Penalty: 4537.585938
	Iteration 3F: 3 clusters Score -1094059 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1094246.875000 Penalty: 4537.585938
	Iteration 4Q: 3 clusters Score -1094247 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1094406.875000 Penalty: 4537.585938
	Iteration 5Q: 3 clusters Score -1094407 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1094535.875000 Penalty: 4537.585938
	Iteration 6Q: 3 clusters Score -1094536 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1094654.375000 Penalty: 4537.585938
	Iteration 7Q: 3 clusters Score -1094654 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1094794.875000 Penalty: 4537.585938
	Iteration 8Q: 3 clusters Score -1094795 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1094951.750000 Penalty: 4537.585938
	Iteration 9Q: 3 clusters Score -1094952 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1095121.125000 Penalty: 4537.585938
	Iteration 10Q: 3 clusters Score -1095121 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1095339.125000 Penalty: 4537.585938
	Iteration 11Q: 3 clusters Score -1095339 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1095554.375000 Penalty: 4537.585938
	Iteration 12Q: 3 clusters Score -1095554 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1095755.000000 Penalty: 4537.585938
	Iteration 13Q: 3 clusters Score -1095755 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1095950.500000 Penalty: 4537.585938
	Iteration 14Q: 3 clusters Score -1095950 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1096144.625000 Penalty: 4537.585938
	Iteration 15Q: 3 clusters Score -1096145 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1096318.125000 Penalty: 4537.585938
	Iteration 16Q: 3 clusters Score -1096318 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1096465.625000 Penalty: 4537.585938
	Iteration 17Q: 3 clusters Score -1096466 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1096582.000000 Penalty: 4537.585938
	Iteration 18Q: 3 clusters Score -1096582 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1096672.500000 Penalty: 4537.585938
	Iteration 19Q: 3 clusters Score -1096672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1096748.875000 Penalty: 4537.585938
	Iteration 20F: 3 clusters Score -1096749 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1096809.250000 Penalty: 4537.585938
	Iteration 21Q: 3 clusters Score -1096809 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1096857.375000 Penalty: 4537.585938
	Iteration 22Q: 3 clusters Score -1096857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1096889.750000 Penalty: 4537.585938
	Iteration 23Q: 3 clusters Score -1096890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1096906.375000 Penalty: 4537.585938
	Iteration 24Q: 3 clusters Score -1096906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1096924.875000 Penalty: 4537.585938
	Iteration 25Q: 3 clusters Score -1096925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1096940.875000 Penalty: 4537.585938
	Iteration 26Q: 3 clusters Score -1096941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1096955.250000 Penalty: 4537.585938
	Iteration 27Q: 3 clusters Score -1096955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1096968.625000 Penalty: 4537.585938
	Iteration 28Q: 3 clusters Score -1096969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1096973.125000 Penalty: 4537.585938
	Iteration 29Q: 3 clusters Score -1096973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1096977.750000 Penalty: 4537.585938
	Iteration 30Q: 3 clusters Score -1096978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1096983.875000 Penalty: 4537.585938
	Iteration 31Q: 3 clusters Score -1096984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1096982.750000 Penalty: 4537.585938
	Iteration 32Q: 3 clusters Score -1096983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1096985.750000 Penalty: 4537.585938
	Iteration 33Q: 3 clusters Score -1096986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1096989.625000 Penalty: 4537.585938
	Iteration 34Q: 3 clusters Score -1096990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1096989.625000 Penalty: 4537.585938
	Iteration 35F: 3 clusters Score -1096990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -232905.609375 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -232905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -230277.796875 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -230277.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -230774.687500 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -230774.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -230911.390625 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -230911.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -230975.859375 Penalty: 3767.561523
	Iteration 3Q: 3 clusters Score -230975.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -231020.546875 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -231020.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -231056.218750 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -231056.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -231091.078125 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -231091.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -231121.296875 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -231121.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -231145.250000 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -231145.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -231159.640625 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -231159.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -231175.906250 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -231175.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231183.515625 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -231183.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -231188.109375 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -231188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -231191.421875 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -231191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -231193.359375 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -231193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -231195.640625 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -231195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -231197.562500 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -231197.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -231197.562500 Penalty: 3767.561523
	Iteration 17F: 3 clusters Score -231197.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -374069.406250 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -374069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -371091.593750 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -371091.6 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -372114.093750 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -372114.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -372663.343750 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -372663.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -373087.187500 Penalty: 3906.436035
	Iteration 3F: 3 clusters Score -373087.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -373336.000000 Penalty: 3906.436035
	Iteration 4F: 3 clusters Score -373336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -373480.562500 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -373480.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -373585.437500 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -373585.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -373647.468750 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -373647.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -373724.875000 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -373724.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -373801.500000 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -373801.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -373856.718750 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -373856.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -373946.781250 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -373946.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -374097.875000 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -374097.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -374190.562500 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -374190.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -374244.406250 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -374244.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -374275.781250 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -374275.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -374294.218750 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -374294.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -374311.312500 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -374311.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -374324.625000 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -374324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -374339.312500 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -374339.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -374359.750000 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -374359.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -374386.125000 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -374386.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -374409.312500 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -374409.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -374430.281250 Penalty: 3906.436035
	Iteration 23Q: 3 clusters Score -374430.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -374462.593750 Penalty: 3906.436035
	Iteration 24Q: 3 clusters Score -374462.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -374505.781250 Penalty: 3906.436035
	Iteration 25Q: 3 clusters Score -374505.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -374544.937500 Penalty: 3906.436035
	Iteration 26Q: 3 clusters Score -374544.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -374581.437500 Penalty: 3906.436035
	Iteration 27Q: 3 clusters Score -374581.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -374614.750000 Penalty: 3906.436035
	Iteration 28Q: 3 clusters Score -374614.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -374627.406250 Penalty: 3906.436035
	Iteration 29Q: 3 clusters Score -374627.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -374634.343750 Penalty: 3906.436035
	Iteration 30Q: 3 clusters Score -374634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -374634.906250 Penalty: 3906.436035
	Iteration 31Q: 3 clusters Score -374634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -374636.781250 Penalty: 3906.436035
	Iteration 32Q: 3 clusters Score -374636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -374636.656250 Penalty: 3906.436035
	Iteration 33Q: 3 clusters Score -374636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -374637.375000 Penalty: 3906.436035
	Iteration 34Q: 3 clusters Score -374637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -374637.343750 Penalty: 3906.436035
	Iteration 35Q: 3 clusters Score -374637.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -374637.343750 Penalty: 3906.436035
	Iteration 36F: 3 clusters Score -374637.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 1557 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Mstep: Class 67 contains 1076 members 
Entering Unmasked Estep 
Score: -133774136.000000 Penalty: 232283.140625
Splitting cluster 48 changes total score from -133775096.000000 to -133774136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (10727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Entering Unmasked Estep 
Score: -1212672.250000 Penalty: 2301.568848
	Iteration 0F: 2 clusters Score -1212672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1204634.750000 Penalty: 4603.137695
	Iteration 0F: 3 clusters Score -1204635 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1207222.500000 Penalty: 4603.137695
	Iteration 1F: 3 clusters Score -1207222 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1207902.625000 Penalty: 4603.137695
	Iteration 2F: 3 clusters Score -1207903 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1208635.750000 Penalty: 4603.137695
	Iteration 3F: 3 clusters Score -1208636 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1209319.875000 Penalty: 4603.137695
	Iteration 4F: 3 clusters Score -1209320 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1209880.375000 Penalty: 4603.137695
	Iteration 5F: 3 clusters Score -1209880 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1210251.625000 Penalty: 4603.137695
	Iteration 6F: 3 clusters Score -1210252 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1210468.875000 Penalty: 4603.137695
	Iteration 7Q: 3 clusters Score -1210469 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1210608.625000 Penalty: 4603.137695
	Iteration 8Q: 3 clusters Score -1210609 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1210723.750000 Penalty: 4603.137695
	Iteration 9Q: 3 clusters Score -1210724 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1210808.375000 Penalty: 4603.137695
	Iteration 10Q: 3 clusters Score -1210808 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1210899.125000 Penalty: 4603.137695
	Iteration 11Q: 3 clusters Score -1210899 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1210985.375000 Penalty: 4603.137695
	Iteration 12Q: 3 clusters Score -1210985 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1211060.250000 Penalty: 4603.137695
	Iteration 13Q: 3 clusters Score -1211060 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1211128.125000 Penalty: 4603.137695
	Iteration 14Q: 3 clusters Score -1211128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1211202.000000 Penalty: 4603.137695
	Iteration 15Q: 3 clusters Score -1211202 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1211276.250000 Penalty: 4603.137695
	Iteration 16Q: 3 clusters Score -1211276 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1211328.750000 Penalty: 4603.137695
	Iteration 17Q: 3 clusters Score -1211329 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1211378.125000 Penalty: 4603.137695
	Iteration 18Q: 3 clusters Score -1211378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1211431.750000 Penalty: 4603.137695
	Iteration 19Q: 3 clusters Score -1211432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1211461.625000 Penalty: 4603.137695
	Iteration 20F: 3 clusters Score -1211462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1211487.250000 Penalty: 4603.137695
	Iteration 21Q: 3 clusters Score -1211487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1211516.500000 Penalty: 4603.137695
	Iteration 22Q: 3 clusters Score -1211516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1211547.250000 Penalty: 4603.137695
	Iteration 23Q: 3 clusters Score -1211547 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1211589.375000 Penalty: 4603.137695
	Iteration 24Q: 3 clusters Score -1211589 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1211636.625000 Penalty: 4603.137695
	Iteration 25Q: 3 clusters Score -1211637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1211670.875000 Penalty: 4603.137695
	Iteration 26Q: 3 clusters Score -1211671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1211703.375000 Penalty: 4603.137695
	Iteration 27Q: 3 clusters Score -1211703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1211724.750000 Penalty: 4603.137695
	Iteration 28Q: 3 clusters Score -1211725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1211742.125000 Penalty: 4603.137695
	Iteration 29Q: 3 clusters Score -1211742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1211752.375000 Penalty: 4603.137695
	Iteration 30Q: 3 clusters Score -1211752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1211759.000000 Penalty: 4603.137695
	Iteration 31Q: 3 clusters Score -1211759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1211769.750000 Penalty: 4603.137695
	Iteration 32Q: 3 clusters Score -1211770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1211775.000000 Penalty: 4603.137695
	Iteration 33Q: 3 clusters Score -1211775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1211779.250000 Penalty: 4603.137695
	Iteration 34Q: 3 clusters Score -1211779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1211782.000000 Penalty: 4603.137695
	Iteration 35Q: 3 clusters Score -1211782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1211784.625000 Penalty: 4603.137695
	Iteration 36Q: 3 clusters Score -1211785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1211784.000000 Penalty: 4603.137695
	Iteration 37Q: 3 clusters Score -1211784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1211784.000000 Penalty: 4603.137695
	Iteration 38Q: 3 clusters Score -1211784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1211786.250000 Penalty: 4603.137695
	Iteration 39Q: 3 clusters Score -1211786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1211786.500000 Penalty: 4603.137695
	Iteration 40F: 3 clusters Score -1211786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1211789.625000 Penalty: 4603.137695
	Iteration 41Q: 3 clusters Score -1211790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1211789.625000 Penalty: 4603.137695
	Iteration 42F: 3 clusters Score -1211790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -1062789.375000 Penalty: 2262.432129
	Iteration 0F: 2 clusters Score -1062789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1055653.000000 Penalty: 4524.864258
	Iteration 0F: 3 clusters Score -1055653 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1057654.875000 Penalty: 4524.864258
	Iteration 1F: 3 clusters Score -1057655 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1057981.125000 Penalty: 4524.864258
	Iteration 2F: 3 clusters Score -1057981 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1058292.500000 Penalty: 4524.864258
	Iteration 3F: 3 clusters Score -1058292 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1058726.375000 Penalty: 4524.864258
	Iteration 4F: 3 clusters Score -1058726 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1059399.125000 Penalty: 4524.864258
	Iteration 5F: 3 clusters Score -1059399 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1060311.125000 Penalty: 4524.864258
	Iteration 6F: 3 clusters Score -1060311 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1061386.875000 Penalty: 4524.864258
	Iteration 7F: 3 clusters Score -1061387 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1062098.750000 Penalty: 4524.864258
	Iteration 8F: 3 clusters Score -1062099 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1062377.875000 Penalty: 4524.864258
	Iteration 9Q: 3 clusters Score -1062378 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1062485.125000 Penalty: 4524.864258
	Iteration 10Q: 3 clusters Score -1062485 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1062531.000000 Penalty: 4524.864258
	Iteration 11Q: 3 clusters Score -1062531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1062576.250000 Penalty: 4524.864258
	Iteration 12Q: 3 clusters Score -1062576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1062621.750000 Penalty: 4524.864258
	Iteration 13Q: 3 clusters Score -1062622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1062673.375000 Penalty: 4524.864258
	Iteration 14Q: 3 clusters Score -1062673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1062740.375000 Penalty: 4524.864258
	Iteration 15Q: 3 clusters Score -1062740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1062817.625000 Penalty: 4524.864258
	Iteration 16Q: 3 clusters Score -1062818 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1062930.000000 Penalty: 4524.864258
	Iteration 17Q: 3 clusters Score -1062930 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1063089.000000 Penalty: 4524.864258
	Iteration 18Q: 3 clusters Score -1063089 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1063295.250000 Penalty: 4524.864258
	Iteration 19Q: 3 clusters Score -1063295 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1063462.125000 Penalty: 4524.864258
	Iteration 20F: 3 clusters Score -1063462 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1063560.875000 Penalty: 4524.864258
	Iteration 21Q: 3 clusters Score -1063561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1063613.250000 Penalty: 4524.864258
	Iteration 22Q: 3 clusters Score -1063613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1063651.000000 Penalty: 4524.864258
	Iteration 23Q: 3 clusters Score -1063651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1063669.125000 Penalty: 4524.864258
	Iteration 24Q: 3 clusters Score -1063669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1063682.875000 Penalty: 4524.864258
	Iteration 25Q: 3 clusters Score -1063683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1063689.750000 Penalty: 4524.864258
	Iteration 26Q: 3 clusters Score -1063690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1063688.750000 Penalty: 4524.864258
	Iteration 27Q: 3 clusters Score -1063689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1063692.125000 Penalty: 4524.864258
	Iteration 28Q: 3 clusters Score -1063692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1063690.000000 Penalty: 4524.864258
	Iteration 29Q: 3 clusters Score -1063690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1063692.125000 Penalty: 4524.864258
	Iteration 30Q: 3 clusters Score -1063692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1063691.250000 Penalty: 4524.864258
	Iteration 31Q: 3 clusters Score -1063691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1063691.250000 Penalty: 4524.864258
	Iteration 32F: 3 clusters Score -1063691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 2690 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Mstep: Class 67 contains 6471 members 
Entering Unmasked Estep 
Score: -133774712.000000 Penalty: 232283.140625
Splitting cluster 50 changes total score from -133775096.000000 to -133774712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -117794.820312 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -117794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -115997.648438 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -115997.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116486.789062 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -116486.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116771.562500 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -116771.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116999.937500 Penalty: 3359.447754
	Iteration 3F: 3 clusters Score -116999.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117174.453125 Penalty: 3359.447754
	Iteration 4Q: 3 clusters Score -117174.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -117370.054688 Penalty: 3359.447754
	Iteration 5F: 3 clusters Score -117370.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117488.734375 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -117488.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117537.242188 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -117537.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -117597.140625 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -117597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -117610.851562 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -117610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117616.625000 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -117616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117622.062500 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -117622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -117628.882812 Penalty: 3359.447754
	Iteration 12Q: 3 clusters Score -117628.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -117642.414062 Penalty: 3359.447754
	Iteration 13Q: 3 clusters Score -117642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -117665.820312 Penalty: 3359.447754
	Iteration 14Q: 3 clusters Score -117665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -117677.492188 Penalty: 3359.447754
	Iteration 15Q: 3 clusters Score -117677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -117680.429688 Penalty: 3359.447754
	Iteration 16Q: 3 clusters Score -117680.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -117680.429688 Penalty: 3359.447754
	Iteration 17F: 3 clusters Score -117680.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (15821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Entering Unmasked Estep 
Score: -1876921.875000 Penalty: 2397.935059
	Iteration 0F: 2 clusters Score -1876922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1865621.875000 Penalty: 4795.870117
	Iteration 0F: 3 clusters Score -1865622 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1869214.250000 Penalty: 4795.870117
	Iteration 1F: 3 clusters Score -1869214 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1869805.875000 Penalty: 4795.870117
	Iteration 2F: 3 clusters Score -1869806 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1870516.375000 Penalty: 4795.870117
	Iteration 3F: 3 clusters Score -1870516 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1871425.875000 Penalty: 4795.870117
	Iteration 4F: 3 clusters Score -1871426 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1872587.000000 Penalty: 4795.870117
	Iteration 5F: 3 clusters Score -1872587 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1873749.250000 Penalty: 4795.870117
	Iteration 6F: 3 clusters Score -1873749 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1874806.250000 Penalty: 4795.870117
	Iteration 7F: 3 clusters Score -1874806 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1875548.750000 Penalty: 4795.870117
	Iteration 8F: 3 clusters Score -1875549 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1876019.750000 Penalty: 4795.870117
	Iteration 9Q: 3 clusters Score -1876020 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1876355.000000 Penalty: 4795.870117
	Iteration 10Q: 3 clusters Score -1876355 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1876537.500000 Penalty: 4795.870117
	Iteration 11Q: 3 clusters Score -1876538 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1876618.250000 Penalty: 4795.870117
	Iteration 12Q: 3 clusters Score -1876618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1876674.750000 Penalty: 4795.870117
	Iteration 13Q: 3 clusters Score -1876675 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1876705.125000 Penalty: 4795.870117
	Iteration 14Q: 3 clusters Score -1876705 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1876736.750000 Penalty: 4795.870117
	Iteration 15Q: 3 clusters Score -1876737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1876745.375000 Penalty: 4795.870117
	Iteration 16Q: 3 clusters Score -1876745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1876765.000000 Penalty: 4795.870117
	Iteration 17Q: 3 clusters Score -1876765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1876782.875000 Penalty: 4795.870117
	Iteration 18Q: 3 clusters Score -1876783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1876800.875000 Penalty: 4795.870117
	Iteration 19Q: 3 clusters Score -1876801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1876813.750000 Penalty: 4795.870117
	Iteration 20F: 3 clusters Score -1876814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1876818.000000 Penalty: 4795.870117
	Iteration 21Q: 3 clusters Score -1876818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1876826.250000 Penalty: 4795.870117
	Iteration 22Q: 3 clusters Score -1876826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1876835.000000 Penalty: 4795.870117
	Iteration 23Q: 3 clusters Score -1876835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1876850.000000 Penalty: 4795.870117
	Iteration 24Q: 3 clusters Score -1876850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1876856.500000 Penalty: 4795.870117
	Iteration 25Q: 3 clusters Score -1876856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1876853.000000 Penalty: 4795.870117
	Iteration 26Q: 3 clusters Score -1876853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1876854.750000 Penalty: 4795.870117
	Iteration 27Q: 3 clusters Score -1876855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1876855.125000 Penalty: 4795.870117
	Iteration 28Q: 3 clusters Score -1876855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1876857.250000 Penalty: 4795.870117
	Iteration 29Q: 3 clusters Score -1876857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1876856.750000 Penalty: 4795.870117
	Iteration 30Q: 3 clusters Score -1876857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1876853.375000 Penalty: 4795.870117
	Iteration 31Q: 3 clusters Score -1876853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1876854.125000 Penalty: 4795.870117
	Iteration 32Q: 3 clusters Score -1876854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1876856.250000 Penalty: 4795.870117
	Iteration 33Q: 3 clusters Score -1876856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1876856.125000 Penalty: 4795.870117
	Iteration 34Q: 3 clusters Score -1876856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1876858.750000 Penalty: 4795.870117
	Iteration 35Q: 3 clusters Score -1876859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1876860.500000 Penalty: 4795.870117
	Iteration 36Q: 3 clusters Score -1876860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1876861.125000 Penalty: 4795.870117
	Iteration 37Q: 3 clusters Score -1876861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1876860.500000 Penalty: 4795.870117
	Iteration 38Q: 3 clusters Score -1876860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1876857.000000 Penalty: 4795.870117
	Iteration 39Q: 3 clusters Score -1876857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1876859.625000 Penalty: 4795.870117
	Iteration 40F: 3 clusters Score -1876860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1876859.250000 Penalty: 4795.870117
	Iteration 41Q: 3 clusters Score -1876859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1876860.250000 Penalty: 4795.870117
	Iteration 42Q: 3 clusters Score -1876860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1876860.250000 Penalty: 4795.870117
	Iteration 43F: 3 clusters Score -1876860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -502473.593750 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -502473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -498365.906250 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -498365.9 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -499342.343750 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -499342.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -499600.187500 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -499600.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -499796.468750 Penalty: 4159.994141
	Iteration 3F: 3 clusters Score -499796.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -499941.656250 Penalty: 4159.994141
	Iteration 4Q: 3 clusters Score -499941.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -500046.718750 Penalty: 4159.994141
	Iteration 5Q: 3 clusters Score -500046.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -500136.250000 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -500136.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -500214.531250 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -500214.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -500287.031250 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -500287 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -500342.093750 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -500342.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -500382.218750 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -500382.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -500414.281250 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -500414.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -500443.750000 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -500443.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -500469.468750 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -500469.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -500492.281250 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -500492.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -500510.125000 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -500510.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -500523.875000 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -500523.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -500536.812500 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -500536.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -500550.906250 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -500550.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -500563.281250 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -500563.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -500568.468750 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -500568.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -500575.093750 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -500575.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -500582.718750 Penalty: 4159.994141
	Iteration 22Q: 3 clusters Score -500582.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -500590.312500 Penalty: 4159.994141
	Iteration 23Q: 3 clusters Score -500590.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -500593.187500 Penalty: 4159.994141
	Iteration 24Q: 3 clusters Score -500593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -500596.687500 Penalty: 4159.994141
	Iteration 25Q: 3 clusters Score -500596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -500596.656250 Penalty: 4159.994141
	Iteration 26Q: 3 clusters Score -500596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -500598.531250 Penalty: 4159.994141
	Iteration 27Q: 3 clusters Score -500598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -500600.156250 Penalty: 4159.994141
	Iteration 28Q: 3 clusters Score -500600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -500600.406250 Penalty: 4159.994141
	Iteration 29Q: 3 clusters Score -500600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -500603.937500 Penalty: 4159.994141
	Iteration 30Q: 3 clusters Score -500603.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -500605.437500 Penalty: 4159.994141
	Iteration 31Q: 3 clusters Score -500605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -500607.093750 Penalty: 4159.994141
	Iteration 32Q: 3 clusters Score -500607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -500607.093750 Penalty: 4159.994141
	Iteration 33F: 3 clusters Score -500607.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (16014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Entering Unmasked Estep 
Score: -1785460.250000 Penalty: 2400.942139
	Iteration 0F: 2 clusters Score -1785460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1774046.000000 Penalty: 4801.884277
	Iteration 0F: 3 clusters Score -1774046 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1778057.125000 Penalty: 4801.884277
	Iteration 1F: 3 clusters Score -1778057 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1778563.750000 Penalty: 4801.884277
	Iteration 2F: 3 clusters Score -1778564 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1779037.000000 Penalty: 4801.884277
	Iteration 3F: 3 clusters Score -1779037 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1779418.250000 Penalty: 4801.884277
	Iteration 4Q: 3 clusters Score -1779418 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1779731.875000 Penalty: 4801.884277
	Iteration 5Q: 3 clusters Score -1779732 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1780007.375000 Penalty: 4801.884277
	Iteration 6Q: 3 clusters Score -1780007 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1780245.250000 Penalty: 4801.884277
	Iteration 7Q: 3 clusters Score -1780245 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1780458.500000 Penalty: 4801.884277
	Iteration 8Q: 3 clusters Score -1780458 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1780694.625000 Penalty: 4801.884277
	Iteration 9Q: 3 clusters Score -1780695 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1780936.750000 Penalty: 4801.884277
	Iteration 10Q: 3 clusters Score -1780937 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1781207.625000 Penalty: 4801.884277
	Iteration 11Q: 3 clusters Score -1781208 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1781501.125000 Penalty: 4801.884277
	Iteration 12Q: 3 clusters Score -1781501 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1781759.750000 Penalty: 4801.884277
	Iteration 13Q: 3 clusters Score -1781760 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1781965.125000 Penalty: 4801.884277
	Iteration 14Q: 3 clusters Score -1781965 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1782086.375000 Penalty: 4801.884277
	Iteration 15Q: 3 clusters Score -1782086 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1782195.000000 Penalty: 4801.884277
	Iteration 16Q: 3 clusters Score -1782195 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1782283.375000 Penalty: 4801.884277
	Iteration 17Q: 3 clusters Score -1782283 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1782366.625000 Penalty: 4801.884277
	Iteration 18Q: 3 clusters Score -1782367 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1782432.375000 Penalty: 4801.884277
	Iteration 19Q: 3 clusters Score -1782432 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1782464.500000 Penalty: 4801.884277
	Iteration 20F: 3 clusters Score -1782464 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1782508.750000 Penalty: 4801.884277
	Iteration 21Q: 3 clusters Score -1782509 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1782538.750000 Penalty: 4801.884277
	Iteration 22Q: 3 clusters Score -1782539 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1782571.750000 Penalty: 4801.884277
	Iteration 23Q: 3 clusters Score -1782572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1782614.875000 Penalty: 4801.884277
	Iteration 24Q: 3 clusters Score -1782615 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1782651.500000 Penalty: 4801.884277
	Iteration 25Q: 3 clusters Score -1782652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1782705.875000 Penalty: 4801.884277
	Iteration 26Q: 3 clusters Score -1782706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1782743.500000 Penalty: 4801.884277
	Iteration 27Q: 3 clusters Score -1782744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1782784.625000 Penalty: 4801.884277
	Iteration 28Q: 3 clusters Score -1782785 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1782830.750000 Penalty: 4801.884277
	Iteration 29Q: 3 clusters Score -1782831 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1782869.625000 Penalty: 4801.884277
	Iteration 30Q: 3 clusters Score -1782870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1782922.250000 Penalty: 4801.884277
	Iteration 31Q: 3 clusters Score -1782922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1782961.375000 Penalty: 4801.884277
	Iteration 32Q: 3 clusters Score -1782961 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1782993.500000 Penalty: 4801.884277
	Iteration 33Q: 3 clusters Score -1782994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1783026.125000 Penalty: 4801.884277
	Iteration 34Q: 3 clusters Score -1783026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1783055.500000 Penalty: 4801.884277
	Iteration 35Q: 3 clusters Score -1783056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1783097.750000 Penalty: 4801.884277
	Iteration 36Q: 3 clusters Score -1783098 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1783138.625000 Penalty: 4801.884277
	Iteration 37Q: 3 clusters Score -1783139 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1783177.875000 Penalty: 4801.884277
	Iteration 38Q: 3 clusters Score -1783178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1783208.125000 Penalty: 4801.884277
	Iteration 39Q: 3 clusters Score -1783208 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1783238.250000 Penalty: 4801.884277
	Iteration 40F: 3 clusters Score -1783238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1783260.625000 Penalty: 4801.884277
	Iteration 41Q: 3 clusters Score -1783261 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1783286.625000 Penalty: 4801.884277
	Iteration 42Q: 3 clusters Score -1783287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1783302.750000 Penalty: 4801.884277
	Iteration 43Q: 3 clusters Score -1783303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1783323.875000 Penalty: 4801.884277
	Iteration 44Q: 3 clusters Score -1783324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1783359.125000 Penalty: 4801.884277
	Iteration 45Q: 3 clusters Score -1783359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1783384.875000 Penalty: 4801.884277
	Iteration 46Q: 3 clusters Score -1783385 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1783412.625000 Penalty: 4801.884277
	Iteration 47Q: 3 clusters Score -1783413 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1783447.000000 Penalty: 4801.884277
	Iteration 48Q: 3 clusters Score -1783447 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1783477.250000 Penalty: 4801.884277
	Iteration 49Q: 3 clusters Score -1783477 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1783512.750000 Penalty: 4801.884277
	Iteration 50Q: 3 clusters Score -1783513 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1783540.625000 Penalty: 4801.884277
	Iteration 51Q: 3 clusters Score -1783541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1783577.500000 Penalty: 4801.884277
	Iteration 52Q: 3 clusters Score -1783578 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1783606.750000 Penalty: 4801.884277
	Iteration 53Q: 3 clusters Score -1783607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1783643.375000 Penalty: 4801.884277
	Iteration 54Q: 3 clusters Score -1783643 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1783686.375000 Penalty: 4801.884277
	Iteration 55Q: 3 clusters Score -1783686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1783720.750000 Penalty: 4801.884277
	Iteration 56Q: 3 clusters Score -1783721 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1783758.375000 Penalty: 4801.884277
	Iteration 57Q: 3 clusters Score -1783758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1783784.375000 Penalty: 4801.884277
	Iteration 58Q: 3 clusters Score -1783784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1783801.375000 Penalty: 4801.884277
	Iteration 59Q: 3 clusters Score -1783801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1783821.250000 Penalty: 4801.884277
	Iteration 60F: 3 clusters Score -1783821 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1783835.500000 Penalty: 4801.884277
	Iteration 61Q: 3 clusters Score -1783836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1783847.750000 Penalty: 4801.884277
	Iteration 62Q: 3 clusters Score -1783848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1783861.500000 Penalty: 4801.884277
	Iteration 63Q: 3 clusters Score -1783862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1783878.625000 Penalty: 4801.884277
	Iteration 64Q: 3 clusters Score -1783879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1783900.375000 Penalty: 4801.884277
	Iteration 65Q: 3 clusters Score -1783900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1783914.875000 Penalty: 4801.884277
	Iteration 66Q: 3 clusters Score -1783915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1783924.875000 Penalty: 4801.884277
	Iteration 67Q: 3 clusters Score -1783925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1783941.250000 Penalty: 4801.884277
	Iteration 68Q: 3 clusters Score -1783941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1783955.875000 Penalty: 4801.884277
	Iteration 69Q: 3 clusters Score -1783956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1783963.625000 Penalty: 4801.884277
	Iteration 70Q: 3 clusters Score -1783964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1783966.750000 Penalty: 4801.884277
	Iteration 71Q: 3 clusters Score -1783967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1783974.000000 Penalty: 4801.884277
	Iteration 72Q: 3 clusters Score -1783974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1783984.625000 Penalty: 4801.884277
	Iteration 73Q: 3 clusters Score -1783985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1783993.875000 Penalty: 4801.884277
	Iteration 74Q: 3 clusters Score -1783994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1784004.125000 Penalty: 4801.884277
	Iteration 75Q: 3 clusters Score -1784004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1784009.250000 Penalty: 4801.884277
	Iteration 76Q: 3 clusters Score -1784009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1784013.750000 Penalty: 4801.884277
	Iteration 77Q: 3 clusters Score -1784014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1784018.375000 Penalty: 4801.884277
	Iteration 78Q: 3 clusters Score -1784018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1784022.500000 Penalty: 4801.884277
	Iteration 79Q: 3 clusters Score -1784022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1784026.250000 Penalty: 4801.884277
	Iteration 80F: 3 clusters Score -1784026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1784027.250000 Penalty: 4801.884277
	Iteration 81Q: 3 clusters Score -1784027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1784030.750000 Penalty: 4801.884277
	Iteration 82Q: 3 clusters Score -1784031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1784028.000000 Penalty: 4801.884277
	Iteration 83Q: 3 clusters Score -1784028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1784033.125000 Penalty: 4801.884277
	Iteration 84Q: 3 clusters Score -1784033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1784032.875000 Penalty: 4801.884277
	Iteration 85Q: 3 clusters Score -1784033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1784035.625000 Penalty: 4801.884277
	Iteration 86Q: 3 clusters Score -1784036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1784035.875000 Penalty: 4801.884277
	Iteration 87Q: 3 clusters Score -1784036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1784036.750000 Penalty: 4801.884277
	Iteration 88Q: 3 clusters Score -1784037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1784036.625000 Penalty: 4801.884277
	Iteration 89Q: 3 clusters Score -1784037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1784036.625000 Penalty: 4801.884277
	Iteration 90F: 3 clusters Score -1784037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -283406.531250 Penalty: 1882.531372
	Iteration 0F: 2 clusters Score -283406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -280854.406250 Penalty: 3765.062744
	Iteration 0F: 3 clusters Score -280854.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -281945.718750 Penalty: 3765.062744
	Iteration 1F: 3 clusters Score -281945.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -282869.875000 Penalty: 3765.062744
	Iteration 2F: 3 clusters Score -282869.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -283363.906250 Penalty: 3765.062744
	Iteration 3F: 3 clusters Score -283363.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -283590.625000 Penalty: 3765.062744
	Iteration 4F: 3 clusters Score -283590.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -283709.875000 Penalty: 3765.062744
	Iteration 5Q: 3 clusters Score -283709.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -283759.281250 Penalty: 3765.062744
	Iteration 6Q: 3 clusters Score -283759.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -283788.343750 Penalty: 3765.062744
	Iteration 7Q: 3 clusters Score -283788.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -283827.031250 Penalty: 3765.062744
	Iteration 8Q: 3 clusters Score -283827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283876.875000 Penalty: 3765.062744
	Iteration 9Q: 3 clusters Score -283876.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -283918.687500 Penalty: 3765.062744
	Iteration 10Q: 3 clusters Score -283918.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -283943.656250 Penalty: 3765.062744
	Iteration 11Q: 3 clusters Score -283943.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -283952.375000 Penalty: 3765.062744
	Iteration 12Q: 3 clusters Score -283952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -283965.187500 Penalty: 3765.062744
	Iteration 13Q: 3 clusters Score -283965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -283974.031250 Penalty: 3765.062744
	Iteration 14Q: 3 clusters Score -283974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -283981.218750 Penalty: 3765.062744
	Iteration 15Q: 3 clusters Score -283981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -283996.093750 Penalty: 3765.062744
	Iteration 16Q: 3 clusters Score -283996.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -284048.125000 Penalty: 3765.062744
	Iteration 17Q: 3 clusters Score -284048.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -284083.218750 Penalty: 3765.062744
	Iteration 18Q: 3 clusters Score -284083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -284106.375000 Penalty: 3765.062744
	Iteration 19Q: 3 clusters Score -284106.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -284130.718750 Penalty: 3765.062744
	Iteration 20F: 3 clusters Score -284130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -284149.562500 Penalty: 3765.062744
	Iteration 21Q: 3 clusters Score -284149.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -284167.875000 Penalty: 3765.062744
	Iteration 22Q: 3 clusters Score -284167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -284186.187500 Penalty: 3765.062744
	Iteration 23Q: 3 clusters Score -284186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -284190.625000 Penalty: 3765.062744
	Iteration 24Q: 3 clusters Score -284190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -284190.625000 Penalty: 3765.062744
	Iteration 25F: 3 clusters Score -284190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 480 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Mstep: Class 67 contains 1500 members 
Entering Unmasked Estep 
Score: -133774328.000000 Penalty: 232283.140625
Splitting cluster 55 changes total score from -133775096.000000 to -133774328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (9389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Entering Unmasked Estep 
Score: -952989.687500 Penalty: 2268.528809
	Iteration 0F: 2 clusters Score -952989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -945738.125000 Penalty: 4537.057617
	Iteration 0F: 3 clusters Score -945738.1 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -947948.437500 Penalty: 4537.057617
	Iteration 1F: 3 clusters Score -947948.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -948430.562500 Penalty: 4537.057617
	Iteration 2F: 3 clusters Score -948430.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -948925.625000 Penalty: 4537.057617
	Iteration 3F: 3 clusters Score -948925.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -949402.250000 Penalty: 4537.057617
	Iteration 4F: 3 clusters Score -949402.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -949797.375000 Penalty: 4537.057617
	Iteration 5F: 3 clusters Score -949797.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -950113.250000 Penalty: 4537.057617
	Iteration 6Q: 3 clusters Score -950113.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -950363.187500 Penalty: 4537.057617
	Iteration 7Q: 3 clusters Score -950363.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -950579.937500 Penalty: 4537.057617
	Iteration 8Q: 3 clusters Score -950579.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -950741.687500 Penalty: 4537.057617
	Iteration 9Q: 3 clusters Score -950741.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -950877.750000 Penalty: 4537.057617
	Iteration 10Q: 3 clusters Score -950877.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -950976.375000 Penalty: 4537.057617
	Iteration 11Q: 3 clusters Score -950976.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -951048.312500 Penalty: 4537.057617
	Iteration 12Q: 3 clusters Score -951048.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -951101.625000 Penalty: 4537.057617
	Iteration 13Q: 3 clusters Score -951101.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -951142.375000 Penalty: 4537.057617
	Iteration 14Q: 3 clusters Score -951142.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -951171.437500 Penalty: 4537.057617
	Iteration 15Q: 3 clusters Score -951171.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -951200.000000 Penalty: 4537.057617
	Iteration 16Q: 3 clusters Score -951200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -951219.937500 Penalty: 4537.057617
	Iteration 17Q: 3 clusters Score -951219.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -951237.562500 Penalty: 4537.057617
	Iteration 18Q: 3 clusters Score -951237.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -951248.687500 Penalty: 4537.057617
	Iteration 19Q: 3 clusters Score -951248.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -951260.375000 Penalty: 4537.057617
	Iteration 20F: 3 clusters Score -951260.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -951271.750000 Penalty: 4537.057617
	Iteration 21Q: 3 clusters Score -951271.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -951278.937500 Penalty: 4537.057617
	Iteration 22Q: 3 clusters Score -951278.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -951293.687500 Penalty: 4537.057617
	Iteration 23Q: 3 clusters Score -951293.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -951305.750000 Penalty: 4537.057617
	Iteration 24Q: 3 clusters Score -951305.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -951316.875000 Penalty: 4537.057617
	Iteration 25Q: 3 clusters Score -951316.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -951330.562500 Penalty: 4537.057617
	Iteration 26Q: 3 clusters Score -951330.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -951344.812500 Penalty: 4537.057617
	Iteration 27Q: 3 clusters Score -951344.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -951358.062500 Penalty: 4537.057617
	Iteration 28Q: 3 clusters Score -951358.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -951372.812500 Penalty: 4537.057617
	Iteration 29Q: 3 clusters Score -951372.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -951386.187500 Penalty: 4537.057617
	Iteration 30Q: 3 clusters Score -951386.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -951405.937500 Penalty: 4537.057617
	Iteration 31Q: 3 clusters Score -951405.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -951419.875000 Penalty: 4537.057617
	Iteration 32Q: 3 clusters Score -951419.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -951443.000000 Penalty: 4537.057617
	Iteration 33Q: 3 clusters Score -951443 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -951462.750000 Penalty: 4537.057617
	Iteration 34Q: 3 clusters Score -951462.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -951482.937500 Penalty: 4537.057617
	Iteration 35Q: 3 clusters Score -951482.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -951502.937500 Penalty: 4537.057617
	Iteration 36Q: 3 clusters Score -951502.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -951526.312500 Penalty: 4537.057617
	Iteration 37Q: 3 clusters Score -951526.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -951549.812500 Penalty: 4537.057617
	Iteration 38Q: 3 clusters Score -951549.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -951573.187500 Penalty: 4537.057617
	Iteration 39Q: 3 clusters Score -951573.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -951592.625000 Penalty: 4537.057617
	Iteration 40F: 3 clusters Score -951592.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -951611.250000 Penalty: 4537.057617
	Iteration 41Q: 3 clusters Score -951611.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -951627.687500 Penalty: 4537.057617
	Iteration 42Q: 3 clusters Score -951627.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -951644.875000 Penalty: 4537.057617
	Iteration 43Q: 3 clusters Score -951644.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -951663.687500 Penalty: 4537.057617
	Iteration 44Q: 3 clusters Score -951663.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -951690.875000 Penalty: 4537.057617
	Iteration 45Q: 3 clusters Score -951690.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -951708.750000 Penalty: 4537.057617
	Iteration 46Q: 3 clusters Score -951708.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -951736.875000 Penalty: 4537.057617
	Iteration 47Q: 3 clusters Score -951736.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -951760.812500 Penalty: 4537.057617
	Iteration 48Q: 3 clusters Score -951760.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -951780.437500 Penalty: 4537.057617
	Iteration 49Q: 3 clusters Score -951780.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -951801.750000 Penalty: 4537.057617
	Iteration 50Q: 3 clusters Score -951801.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -951824.562500 Penalty: 4537.057617
	Iteration 51Q: 3 clusters Score -951824.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -951844.187500 Penalty: 4537.057617
	Iteration 52Q: 3 clusters Score -951844.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -951866.062500 Penalty: 4537.057617
	Iteration 53Q: 3 clusters Score -951866.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -951888.875000 Penalty: 4537.057617
	Iteration 54Q: 3 clusters Score -951888.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -951908.187500 Penalty: 4537.057617
	Iteration 55Q: 3 clusters Score -951908.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -951930.500000 Penalty: 4537.057617
	Iteration 56Q: 3 clusters Score -951930.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -951959.500000 Penalty: 4537.057617
	Iteration 57Q: 3 clusters Score -951959.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -951981.812500 Penalty: 4537.057617
	Iteration 58Q: 3 clusters Score -951981.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -952001.625000 Penalty: 4537.057617
	Iteration 59Q: 3 clusters Score -952001.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -952014.562500 Penalty: 4537.057617
	Iteration 60F: 3 clusters Score -952014.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -952025.125000 Penalty: 4537.057617
	Iteration 61Q: 3 clusters Score -952025.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -952030.812500 Penalty: 4537.057617
	Iteration 62Q: 3 clusters Score -952030.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -952040.937500 Penalty: 4537.057617
	Iteration 63Q: 3 clusters Score -952040.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -952049.625000 Penalty: 4537.057617
	Iteration 64Q: 3 clusters Score -952049.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -952049.250000 Penalty: 4537.057617
	Iteration 65Q: 3 clusters Score -952049.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -952052.437500 Penalty: 4537.057617
	Iteration 66Q: 3 clusters Score -952052.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -952057.937500 Penalty: 4537.057617
	Iteration 67Q: 3 clusters Score -952057.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -952057.500000 Penalty: 4537.057617
	Iteration 68Q: 3 clusters Score -952057.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -952059.187500 Penalty: 4537.057617
	Iteration 69Q: 3 clusters Score -952059.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -952060.500000 Penalty: 4537.057617
	Iteration 70Q: 3 clusters Score -952060.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -952063.687500 Penalty: 4537.057617
	Iteration 71Q: 3 clusters Score -952063.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -952063.312500 Penalty: 4537.057617
	Iteration 72Q: 3 clusters Score -952063.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -952067.687500 Penalty: 4537.057617
	Iteration 73Q: 3 clusters Score -952067.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -952069.062500 Penalty: 4537.057617
	Iteration 74Q: 3 clusters Score -952069.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -952069.062500 Penalty: 4537.057617
	Iteration 75Q: 3 clusters Score -952069.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -952075.312500 Penalty: 4537.057617
	Iteration 76Q: 3 clusters Score -952075.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -952075.875000 Penalty: 4537.057617
	Iteration 77Q: 3 clusters Score -952075.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -952081.687500 Penalty: 4537.057617
	Iteration 78Q: 3 clusters Score -952081.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -952083.687500 Penalty: 4537.057617
	Iteration 79Q: 3 clusters Score -952083.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -952086.125000 Penalty: 4537.057617
	Iteration 80F: 3 clusters Score -952086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -952088.500000 Penalty: 4537.057617
	Iteration 81Q: 3 clusters Score -952088.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -952091.062500 Penalty: 4537.057617
	Iteration 82Q: 3 clusters Score -952091.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -952090.687500 Penalty: 4537.057617
	Iteration 83Q: 3 clusters Score -952090.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -952093.500000 Penalty: 4537.057617
	Iteration 84Q: 3 clusters Score -952093.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -952097.687500 Penalty: 4537.057617
	Iteration 85Q: 3 clusters Score -952097.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -952097.125000 Penalty: 4537.057617
	Iteration 86Q: 3 clusters Score -952097.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -952098.062500 Penalty: 4537.057617
	Iteration 87Q: 3 clusters Score -952098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -952097.625000 Penalty: 4537.057617
	Iteration 88Q: 3 clusters Score -952097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -952097.875000 Penalty: 4537.057617
	Iteration 89Q: 3 clusters Score -952097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -952099.125000 Penalty: 4537.057617
	Iteration 90Q: 3 clusters Score -952099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -952100.500000 Penalty: 4537.057617
	Iteration 91Q: 3 clusters Score -952100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -952100.625000 Penalty: 4537.057617
	Iteration 92Q: 3 clusters Score -952100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -952099.062500 Penalty: 4537.057617
	Iteration 93Q: 3 clusters Score -952099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -952099.937500 Penalty: 4537.057617
	Iteration 94Q: 3 clusters Score -952099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -952098.937500 Penalty: 4537.057617
	Iteration 95Q: 3 clusters Score -952098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -952100.812500 Penalty: 4537.057617
	Iteration 96Q: 3 clusters Score -952100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -952100.812500 Penalty: 4537.057617
	Iteration 97F: 3 clusters Score -952100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Entering Unmasked Estep 
Score: -626289.625000 Penalty: 2136.486328
	Iteration 0F: 2 clusters Score -626289.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -621459.250000 Penalty: 4272.972656
	Iteration 0F: 3 clusters Score -621459.2 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -622606.937500 Penalty: 4272.972656
	Iteration 1F: 3 clusters Score -622606.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -622843.312500 Penalty: 4272.972656
	Iteration 2F: 3 clusters Score -622843.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -623064.000000 Penalty: 4272.972656
	Iteration 3F: 3 clusters Score -623064 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -623275.187500 Penalty: 4272.972656
	Iteration 4F: 3 clusters Score -623275.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -623450.187500 Penalty: 4272.972656
	Iteration 5Q: 3 clusters Score -623450.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -623635.500000 Penalty: 4272.972656
	Iteration 6Q: 3 clusters Score -623635.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -623844.312500 Penalty: 4272.972656
	Iteration 7Q: 3 clusters Score -623844.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -624101.812500 Penalty: 4272.972656
	Iteration 8Q: 3 clusters Score -624101.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -624329.125000 Penalty: 4272.972656
	Iteration 9Q: 3 clusters Score -624329.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -624516.187500 Penalty: 4272.972656
	Iteration 10Q: 3 clusters Score -624516.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -624634.875000 Penalty: 4272.972656
	Iteration 11Q: 3 clusters Score -624634.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -624715.812500 Penalty: 4272.972656
	Iteration 12Q: 3 clusters Score -624715.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -624769.187500 Penalty: 4272.972656
	Iteration 13Q: 3 clusters Score -624769.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -624811.125000 Penalty: 4272.972656
	Iteration 14Q: 3 clusters Score -624811.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -624854.562500 Penalty: 4272.972656
	Iteration 15Q: 3 clusters Score -624854.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -624889.500000 Penalty: 4272.972656
	Iteration 16Q: 3 clusters Score -624889.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -624909.750000 Penalty: 4272.972656
	Iteration 17Q: 3 clusters Score -624909.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -624925.875000 Penalty: 4272.972656
	Iteration 18Q: 3 clusters Score -624925.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -624937.125000 Penalty: 4272.972656
	Iteration 19Q: 3 clusters Score -624937.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -624949.812500 Penalty: 4272.972656
	Iteration 20F: 3 clusters Score -624949.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -624958.500000 Penalty: 4272.972656
	Iteration 21Q: 3 clusters Score -624958.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -624962.687500 Penalty: 4272.972656
	Iteration 22Q: 3 clusters Score -624962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -624964.125000 Penalty: 4272.972656
	Iteration 23Q: 3 clusters Score -624964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -624967.125000 Penalty: 4272.972656
	Iteration 24Q: 3 clusters Score -624967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -624969.625000 Penalty: 4272.972656
	Iteration 25Q: 3 clusters Score -624969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -624970.812500 Penalty: 4272.972656
	Iteration 26Q: 3 clusters Score -624970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -624972.750000 Penalty: 4272.972656
	Iteration 27Q: 3 clusters Score -624972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -624974.562500 Penalty: 4272.972656
	Iteration 28Q: 3 clusters Score -624974.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -624979.125000 Penalty: 4272.972656
	Iteration 29Q: 3 clusters Score -624979.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -624981.187500 Penalty: 4272.972656
	Iteration 30Q: 3 clusters Score -624981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -624984.062500 Penalty: 4272.972656
	Iteration 31Q: 3 clusters Score -624984.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -624986.812500 Penalty: 4272.972656
	Iteration 32Q: 3 clusters Score -624986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -624987.250000 Penalty: 4272.972656
	Iteration 33Q: 3 clusters Score -624987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -624988.562500 Penalty: 4272.972656
	Iteration 34Q: 3 clusters Score -624988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -624989.437500 Penalty: 4272.972656
	Iteration 35Q: 3 clusters Score -624989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -624988.687500 Penalty: 4272.972656
	Iteration 36Q: 3 clusters Score -624988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -624989.625000 Penalty: 4272.972656
	Iteration 37Q: 3 clusters Score -624989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -624989.187500 Penalty: 4272.972656
	Iteration 38Q: 3 clusters Score -624989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -624989.187500 Penalty: 4272.972656
	Iteration 39F: 3 clusters Score -624989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -280881.562500 Penalty: 1934.542114
	Iteration 0F: 2 clusters Score -280881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -277947.781250 Penalty: 3869.084229
	Iteration 0F: 3 clusters Score -277947.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -278427.437500 Penalty: 3869.084229
	Iteration 1F: 3 clusters Score -278427.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -278562.375000 Penalty: 3869.084229
	Iteration 2F: 3 clusters Score -278562.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -278658.250000 Penalty: 3869.084229
	Iteration 3Q: 3 clusters Score -278658.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -278737.031250 Penalty: 3869.084229
	Iteration 4Q: 3 clusters Score -278737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -278788.750000 Penalty: 3869.084229
	Iteration 5Q: 3 clusters Score -278788.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -278818.718750 Penalty: 3869.084229
	Iteration 6Q: 3 clusters Score -278818.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -278851.750000 Penalty: 3869.084229
	Iteration 7Q: 3 clusters Score -278851.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -278881.531250 Penalty: 3869.084229
	Iteration 8Q: 3 clusters Score -278881.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278908.937500 Penalty: 3869.084229
	Iteration 9Q: 3 clusters Score -278908.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -278925.937500 Penalty: 3869.084229
	Iteration 10Q: 3 clusters Score -278925.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -278939.750000 Penalty: 3869.084229
	Iteration 11Q: 3 clusters Score -278939.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -278952.718750 Penalty: 3869.084229
	Iteration 12Q: 3 clusters Score -278952.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -278963.312500 Penalty: 3869.084229
	Iteration 13Q: 3 clusters Score -278963.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -278970.375000 Penalty: 3869.084229
	Iteration 14Q: 3 clusters Score -278970.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -278976.062500 Penalty: 3869.084229
	Iteration 15Q: 3 clusters Score -278976.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -278979.468750 Penalty: 3869.084229
	Iteration 16Q: 3 clusters Score -278979.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -278983.218750 Penalty: 3869.084229
	Iteration 17Q: 3 clusters Score -278983.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -278986.875000 Penalty: 3869.084229
	Iteration 18Q: 3 clusters Score -278986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -278988.500000 Penalty: 3869.084229
	Iteration 19Q: 3 clusters Score -278988.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -278989.843750 Penalty: 3869.084229
	Iteration 20F: 3 clusters Score -278989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Entering Unmasked Estep 
Score: -464777.062500 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -464777.1 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 1644 members 
Entering Unmasked Estep 
Score: -461399.906250 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -461399.9 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -462267.562500 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -462267.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -462524.750000 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -462524.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -462780.281250 Penalty: 4006.567871
	Iteration 3F: 3 clusters Score -462780.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -463013.937500 Penalty: 4006.567871
	Iteration 4F: 3 clusters Score -463013.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -463264.625000 Penalty: 4006.567871
	Iteration 5F: 3 clusters Score -463264.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -463436.093750 Penalty: 4006.567871
	Iteration 6Q: 3 clusters Score -463436.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -463527.000000 Penalty: 4006.567871
	Iteration 7Q: 3 clusters Score -463527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -463577.375000 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -463577.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -463628.406250 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -463628.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -463654.062500 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -463654.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -463673.968750 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -463674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -463684.750000 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -463684.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -463694.875000 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -463694.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -463700.375000 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -463700.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -463710.375000 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -463710.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -463726.562500 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -463726.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -463744.531250 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -463744.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -463761.156250 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -463761.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -463784.500000 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -463784.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -463812.062500 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -463812.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -463859.312500 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -463859.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -463953.031250 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -463953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -464063.312500 Penalty: 4006.567871
	Iteration 23Q: 3 clusters Score -464063.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -464124.375000 Penalty: 4006.567871
	Iteration 24Q: 3 clusters Score -464124.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -464159.875000 Penalty: 4006.567871
	Iteration 25Q: 3 clusters Score -464159.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -464186.593750 Penalty: 4006.567871
	Iteration 26Q: 3 clusters Score -464186.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -464198.250000 Penalty: 4006.567871
	Iteration 27Q: 3 clusters Score -464198.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -464213.312500 Penalty: 4006.567871
	Iteration 28Q: 3 clusters Score -464213.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -464223.562500 Penalty: 4006.567871
	Iteration 29Q: 3 clusters Score -464223.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -464232.468750 Penalty: 4006.567871
	Iteration 30Q: 3 clusters Score -464232.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -464243.812500 Penalty: 4006.567871
	Iteration 31Q: 3 clusters Score -464243.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -464256.468750 Penalty: 4006.567871
	Iteration 32Q: 3 clusters Score -464256.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -464273.093750 Penalty: 4006.567871
	Iteration 33Q: 3 clusters Score -464273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -464288.500000 Penalty: 4006.567871
	Iteration 34Q: 3 clusters Score -464288.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -464305.812500 Penalty: 4006.567871
	Iteration 35Q: 3 clusters Score -464305.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -464320.250000 Penalty: 4006.567871
	Iteration 36Q: 3 clusters Score -464320.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -464338.625000 Penalty: 4006.567871
	Iteration 37Q: 3 clusters Score -464338.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -464367.437500 Penalty: 4006.567871
	Iteration 38Q: 3 clusters Score -464367.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -464391.562500 Penalty: 4006.567871
	Iteration 39Q: 3 clusters Score -464391.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -464408.937500 Penalty: 4006.567871
	Iteration 40F: 3 clusters Score -464408.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -464418.062500 Penalty: 4006.567871
	Iteration 41Q: 3 clusters Score -464418.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -464428.531250 Penalty: 4006.567871
	Iteration 42Q: 3 clusters Score -464428.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -464437.906250 Penalty: 4006.567871
	Iteration 43Q: 3 clusters Score -464437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -464439.375000 Penalty: 4006.567871
	Iteration 44Q: 3 clusters Score -464439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -464442.343750 Penalty: 4006.567871
	Iteration 45Q: 3 clusters Score -464442.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -464445.812500 Penalty: 4006.567871
	Iteration 46Q: 3 clusters Score -464445.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -464450.218750 Penalty: 4006.567871
	Iteration 47Q: 3 clusters Score -464450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -464452.343750 Penalty: 4006.567871
	Iteration 48Q: 3 clusters Score -464452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -464454.375000 Penalty: 4006.567871
	Iteration 49Q: 3 clusters Score -464454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -464455.625000 Penalty: 4006.567871
	Iteration 50Q: 3 clusters Score -464455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -464458.250000 Penalty: 4006.567871
	Iteration 51Q: 3 clusters Score -464458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -464461.812500 Penalty: 4006.567871
	Iteration 52Q: 3 clusters Score -464461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -464465.031250 Penalty: 4006.567871
	Iteration 53Q: 3 clusters Score -464465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -464467.000000 Penalty: 4006.567871
	Iteration 54Q: 3 clusters Score -464467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -464467.031250 Penalty: 4006.567871
	Iteration 55Q: 3 clusters Score -464467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -464467.343750 Penalty: 4006.567871
	Iteration 56Q: 3 clusters Score -464467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -464467.343750 Penalty: 4006.567871
	Iteration 57F: 3 clusters Score -464467.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -124930.796875 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -124930.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -123141.289062 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -123141.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123909.656250 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -123909.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -124249.414062 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -124249.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -124470.132812 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -124470.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -124623.757812 Penalty: 3369.559082
	Iteration 4F: 3 clusters Score -124623.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -124758.453125 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -124758.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -124839.585938 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -124839.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -124935.804688 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -124935.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -125023.015625 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -125023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -125066.078125 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -125066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -125086.804688 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -125086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -125106.320312 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -125106.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -125115.507812 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -125115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -125136.429688 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -125136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -125153.046875 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -125153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -125167.632812 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -125167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -125177.343750 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -125177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -125182.460938 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -125182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -125182.460938 Penalty: 3369.559082
	Iteration 18F: 3 clusters Score -125182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 579 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Mstep: Class 67 contains 313 members 
Entering Unmasked Estep 
Score: -133773576.000000 Penalty: 232283.140625
Splitting cluster 60 changes total score from -133775096.000000 to -133773576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -99558.648438 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -99558.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97945.453125 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -97945.45 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98257.507812 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -98257.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98415.492188 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -98415.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98556.351562 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -98556.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98661.460938 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -98661.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98753.851562 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -98753.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98820.484375 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -98820.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98869.414062 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -98869.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98939.304688 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -98939.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98987.726562 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -98987.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99000.640625 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -99000.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99034.195312 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -99034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99049.484375 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -99049.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99056.648438 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -99056.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99068.093750 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -99068.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99069.914062 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -99069.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99069.914062 Penalty: 3204.888184
	Iteration 16F: 3 clusters Score -99069.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -82612.921875 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -82612.92 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 332 members 
Entering Unmasked Estep 
Score: -81031.453125 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -81031.45 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81384.992188 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -81384.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81502.812500 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -81502.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81545.914062 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -81545.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81577.671875 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -81577.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81615.992188 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -81615.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81641.445312 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -81641.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81657.414062 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -81657.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81683.531250 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -81683.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81724.453125 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -81724.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81765.617188 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -81765.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81826.687500 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -81826.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81865.914062 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -81865.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81910.187500 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -81910.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81941.031250 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -81941.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81994.484375 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -81994.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82057.828125 Penalty: 3189.140869
	Iteration 16Q: 3 clusters Score -82057.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82091.335938 Penalty: 3189.140869
	Iteration 17Q: 3 clusters Score -82091.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82144.054688 Penalty: 3189.140869
	Iteration 18Q: 3 clusters Score -82144.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82211.742188 Penalty: 3189.140869
	Iteration 19Q: 3 clusters Score -82211.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82255.703125 Penalty: 3189.140869
	Iteration 20F: 3 clusters Score -82255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82287.132812 Penalty: 3189.140869
	Iteration 21Q: 3 clusters Score -82287.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82298.406250 Penalty: 3189.140869
	Iteration 22Q: 3 clusters Score -82298.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82298.406250 Penalty: 3189.140869
	Iteration 23F: 3 clusters Score -82298.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -374486.437500 Penalty: 1954.814087
	Iteration 0F: 2 clusters Score -374486.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -371541.687500 Penalty: 3909.628174
	Iteration 0F: 3 clusters Score -371541.7 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -372616.250000 Penalty: 3909.628174
	Iteration 1F: 3 clusters Score -372616.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -372931.718750 Penalty: 3909.628174
	Iteration 2F: 3 clusters Score -372931.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -373093.250000 Penalty: 3909.628174
	Iteration 3F: 3 clusters Score -373093.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -373198.093750 Penalty: 3909.628174
	Iteration 4Q: 3 clusters Score -373198.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -373300.750000 Penalty: 3909.628174
	Iteration 5Q: 3 clusters Score -373300.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -373388.312500 Penalty: 3909.628174
	Iteration 6Q: 3 clusters Score -373388.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -373451.812500 Penalty: 3909.628174
	Iteration 7Q: 3 clusters Score -373451.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -373500.687500 Penalty: 3909.628174
	Iteration 8Q: 3 clusters Score -373500.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -373545.031250 Penalty: 3909.628174
	Iteration 9Q: 3 clusters Score -373545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -373603.531250 Penalty: 3909.628174
	Iteration 10Q: 3 clusters Score -373603.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -373732.343750 Penalty: 3909.628174
	Iteration 11Q: 3 clusters Score -373732.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -373865.718750 Penalty: 3909.628174
	Iteration 12Q: 3 clusters Score -373865.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -373974.343750 Penalty: 3909.628174
	Iteration 13Q: 3 clusters Score -373974.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -374079.625000 Penalty: 3909.628174
	Iteration 14Q: 3 clusters Score -374079.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -374155.906250 Penalty: 3909.628174
	Iteration 15Q: 3 clusters Score -374155.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -374228.343750 Penalty: 3909.628174
	Iteration 16Q: 3 clusters Score -374228.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -374275.375000 Penalty: 3909.628174
	Iteration 17Q: 3 clusters Score -374275.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -374310.625000 Penalty: 3909.628174
	Iteration 18Q: 3 clusters Score -374310.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -374337.062500 Penalty: 3909.628174
	Iteration 19Q: 3 clusters Score -374337.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -374362.937500 Penalty: 3909.628174
	Iteration 20F: 3 clusters Score -374362.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -374400.125000 Penalty: 3909.628174
	Iteration 21Q: 3 clusters Score -374400.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -374437.250000 Penalty: 3909.628174
	Iteration 22Q: 3 clusters Score -374437.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -374495.750000 Penalty: 3909.628174
	Iteration 23Q: 3 clusters Score -374495.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -374547.437500 Penalty: 3909.628174
	Iteration 24Q: 3 clusters Score -374547.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -374572.937500 Penalty: 3909.628174
	Iteration 25Q: 3 clusters Score -374572.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -374589.156250 Penalty: 3909.628174
	Iteration 26Q: 3 clusters Score -374589.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -374594.093750 Penalty: 3909.628174
	Iteration 27Q: 3 clusters Score -374594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -374598.156250 Penalty: 3909.628174
	Iteration 28Q: 3 clusters Score -374598.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -374604.437500 Penalty: 3909.628174
	Iteration 29Q: 3 clusters Score -374604.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -374608.031250 Penalty: 3909.628174
	Iteration 30Q: 3 clusters Score -374608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -374608.031250 Penalty: 3909.628174
	Iteration 31F: 3 clusters Score -374608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 1534 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Mstep: Class 67 contains 1116 members 
Entering Unmasked Estep 
Score: -133773824.000000 Penalty: 232283.140625
Splitting cluster 63 changes total score from -133775096.000000 to -133773824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -76950.515625 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -76950.52 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 285 members 
Entering Unmasked Estep 
Score: -75439.906250 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -75439.91 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75790.570312 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -75790.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75995.992188 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -75995.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76084.867188 Penalty: 3172.049805
	Iteration 3F: 3 clusters Score -76084.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76157.117188 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -76157.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76229.593750 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -76229.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76241.679688 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -76241.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76244.460938 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -76244.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76244.460938 Penalty: 3172.049805
	Iteration 8F: 3 clusters Score -76244.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -47885.648438 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -47885.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46553.640625 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -46553.64 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46712.562500 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -46712.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46760.562500 Penalty: 2898.397949
	Iteration 2Q: 3 clusters Score -46760.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46773.476562 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -46773.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46775.347656 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -46775.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46779.542969 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -46779.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46779.542969 Penalty: 2898.397949
	Iteration 6F: 3 clusters Score -46779.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -194276.984375 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -194277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -192097.203125 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -192097.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -192638.921875 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -192638.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192982.375000 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -192982.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -193199.671875 Penalty: 3577.298096
	Iteration 3F: 3 clusters Score -193199.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -193342.000000 Penalty: 3577.298096
	Iteration 4F: 3 clusters Score -193342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -193420.875000 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -193420.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -193461.234375 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -193461.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -193490.218750 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -193490.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -193519.093750 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -193519.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -193541.203125 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -193541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -193545.375000 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -193545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193547.546875 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -193547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -193549.890625 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -193549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -193550.703125 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -193550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -193550.703125 Penalty: 3577.298096
	Iteration 14F: 3 clusters Score -193550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775128.000000 Penalty: 228816.234375
Iteration 239F: 67 clusters Score -1.337751e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2633 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3222 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 620 members 
Mstep: Class 63 contains 2648 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775056.000000 Penalty: 228816.234375
Iteration 240F: 67 clusters Score -1.337751e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1065 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3221 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2648 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775072.000000 Penalty: 228816.234375
Iteration 241Q: 67 clusters Score -1.337751e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3220 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2646 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775088.000000 Penalty: 228816.234375
Iteration 242Q: 67 clusters Score -1.337751e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2645 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775048.000000 Penalty: 228816.234375
Iteration 243Q: 67 clusters Score -1.33775e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775080.000000 Penalty: 228816.234375
Iteration 244Q: 67 clusters Score -1.337751e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133775080.000000 Penalty: 228816.234375
Iteration 245F: 67 clusters Score -1.337751e+08 nChanged 0
Entering ConstructFrom: 
Score: -133775080.000000 Penalty: 228816.234375
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -50401.210938 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -50401.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49147.703125 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -49147.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49657.386719 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -49657.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49982.117188 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -49982.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50151.968750 Penalty: 3103.803223
	Iteration 3F: 3 clusters Score -50151.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50246.054688 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -50246.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50280.535156 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -50280.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50323.113281 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -50323.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50353.773438 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -50353.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50366.480469 Penalty: 3103.803223
	Iteration 8Q: 3 clusters Score -50366.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -50434.429688 Penalty: 3103.803223
	Iteration 9Q: 3 clusters Score -50434.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50470.476562 Penalty: 3103.803223
	Iteration 10Q: 3 clusters Score -50470.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50482.574219 Penalty: 3103.803223
	Iteration 11Q: 3 clusters Score -50482.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -50484.082031 Penalty: 3103.803223
	Iteration 12Q: 3 clusters Score -50484.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50486.718750 Penalty: 3103.803223
	Iteration 13Q: 3 clusters Score -50486.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50487.972656 Penalty: 3103.803223
	Iteration 14Q: 3 clusters Score -50487.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50487.972656 Penalty: 3103.803223
	Iteration 15F: 3 clusters Score -50487.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Mstep: Class 67 contains 348 members 
Entering Unmasked Estep 
Score: -133773184.000000 Penalty: 232283.140625
Splitting cluster 1 changes total score from -133775080.000000 to -133773184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Entering Unmasked Estep 
Score: -2631890.750000 Penalty: 2483.071777
	Iteration 0F: 2 clusters Score -2631891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2616409.000000 Penalty: 4966.143555
	Iteration 0F: 3 clusters Score -2616409 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2621737.250000 Penalty: 4966.143555
	Iteration 1F: 3 clusters Score -2621737 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2622241.750000 Penalty: 4966.143555
	Iteration 2F: 3 clusters Score -2622242 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2622818.250000 Penalty: 4966.143555
	Iteration 3Q: 3 clusters Score -2622818 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2623413.750000 Penalty: 4966.143555
	Iteration 4Q: 3 clusters Score -2623414 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2623998.250000 Penalty: 4966.143555
	Iteration 5Q: 3 clusters Score -2623998 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2624542.000000 Penalty: 4966.143555
	Iteration 6Q: 3 clusters Score -2624542 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2624957.000000 Penalty: 4966.143555
	Iteration 7Q: 3 clusters Score -2624957 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2625259.000000 Penalty: 4966.143555
	Iteration 8Q: 3 clusters Score -2625259 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2625524.000000 Penalty: 4966.143555
	Iteration 9Q: 3 clusters Score -2625524 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2625778.500000 Penalty: 4966.143555
	Iteration 10Q: 3 clusters Score -2625778 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2626025.250000 Penalty: 4966.143555
	Iteration 11Q: 3 clusters Score -2626025 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2626252.750000 Penalty: 4966.143555
	Iteration 12Q: 3 clusters Score -2626253 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2626492.250000 Penalty: 4966.143555
	Iteration 13Q: 3 clusters Score -2626492 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2626766.250000 Penalty: 4966.143555
	Iteration 14Q: 3 clusters Score -2626766 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2627087.500000 Penalty: 4966.143555
	Iteration 15Q: 3 clusters Score -2627088 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2627449.250000 Penalty: 4966.143555
	Iteration 16Q: 3 clusters Score -2627449 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2627904.500000 Penalty: 4966.143555
	Iteration 17Q: 3 clusters Score -2627904 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2628376.000000 Penalty: 4966.143555
	Iteration 18Q: 3 clusters Score -2628376 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2628852.750000 Penalty: 4966.143555
	Iteration 19Q: 3 clusters Score -2628853 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2629216.500000 Penalty: 4966.143555
	Iteration 20F: 3 clusters Score -2629216 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2629514.250000 Penalty: 4966.143555
	Iteration 21Q: 3 clusters Score -2629514 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2629794.750000 Penalty: 4966.143555
	Iteration 22Q: 3 clusters Score -2629795 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2630039.000000 Penalty: 4966.143555
	Iteration 23Q: 3 clusters Score -2630039 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2630240.750000 Penalty: 4966.143555
	Iteration 24Q: 3 clusters Score -2630241 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2630384.000000 Penalty: 4966.143555
	Iteration 25Q: 3 clusters Score -2630384 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2630470.750000 Penalty: 4966.143555
	Iteration 26Q: 3 clusters Score -2630471 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2630524.500000 Penalty: 4966.143555
	Iteration 27Q: 3 clusters Score -2630524 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2630579.500000 Penalty: 4966.143555
	Iteration 28Q: 3 clusters Score -2630580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2630606.750000 Penalty: 4966.143555
	Iteration 29Q: 3 clusters Score -2630607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2630621.500000 Penalty: 4966.143555
	Iteration 30Q: 3 clusters Score -2630622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2630639.250000 Penalty: 4966.143555
	Iteration 31Q: 3 clusters Score -2630639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2630650.000000 Penalty: 4966.143555
	Iteration 32Q: 3 clusters Score -2630650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2630672.250000 Penalty: 4966.143555
	Iteration 33Q: 3 clusters Score -2630672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2630689.500000 Penalty: 4966.143555
	Iteration 34Q: 3 clusters Score -2630690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2630705.250000 Penalty: 4966.143555
	Iteration 35Q: 3 clusters Score -2630705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2630716.250000 Penalty: 4966.143555
	Iteration 36Q: 3 clusters Score -2630716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2630730.000000 Penalty: 4966.143555
	Iteration 37Q: 3 clusters Score -2630730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2630733.500000 Penalty: 4966.143555
	Iteration 38Q: 3 clusters Score -2630734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2630735.250000 Penalty: 4966.143555
	Iteration 39Q: 3 clusters Score -2630735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2630745.000000 Penalty: 4966.143555
	Iteration 40F: 3 clusters Score -2630745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2630745.250000 Penalty: 4966.143555
	Iteration 41Q: 3 clusters Score -2630745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2630747.750000 Penalty: 4966.143555
	Iteration 42Q: 3 clusters Score -2630748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2630746.000000 Penalty: 4966.143555
	Iteration 43Q: 3 clusters Score -2630746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2630746.000000 Penalty: 4966.143555
	Iteration 44F: 3 clusters Score -2630746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -27075.263672 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -27075.26 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 209 members 
Entering Unmasked Estep 
Score: -25818.033203 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -25818.03 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26132.945312 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -26132.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26272.837891 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -26272.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26349.208984 Penalty: 2988.829590
	Iteration 3F: 3 clusters Score -26349.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26370.738281 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -26370.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26404.083984 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -26404.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26420.412109 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -26420.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26435.855469 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -26435.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26455.037109 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -26455.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26462.636719 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -26462.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26462.636719 Penalty: 2988.829590
	Iteration 10F: 3 clusters Score -26462.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Entering Unmasked Estep 
Score: -1192675.500000 Penalty: 2292.600098
	Iteration 0F: 2 clusters Score -1192676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1184835.625000 Penalty: 4585.200195
	Iteration 0F: 3 clusters Score -1184836 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1187220.375000 Penalty: 4585.200195
	Iteration 1F: 3 clusters Score -1187220 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1187655.500000 Penalty: 4585.200195
	Iteration 2F: 3 clusters Score -1187656 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1188058.750000 Penalty: 4585.200195
	Iteration 3F: 3 clusters Score -1188059 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1188484.500000 Penalty: 4585.200195
	Iteration 4F: 3 clusters Score -1188484 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1188934.625000 Penalty: 4585.200195
	Iteration 5F: 3 clusters Score -1188935 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1189408.500000 Penalty: 4585.200195
	Iteration 6F: 3 clusters Score -1189408 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1189844.500000 Penalty: 4585.200195
	Iteration 7F: 3 clusters Score -1189844 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1190259.375000 Penalty: 4585.200195
	Iteration 8Q: 3 clusters Score -1190259 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1190618.000000 Penalty: 4585.200195
	Iteration 9Q: 3 clusters Score -1190618 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1190890.125000 Penalty: 4585.200195
	Iteration 10Q: 3 clusters Score -1190890 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1191079.125000 Penalty: 4585.200195
	Iteration 11Q: 3 clusters Score -1191079 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1191184.250000 Penalty: 4585.200195
	Iteration 12Q: 3 clusters Score -1191184 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1191250.750000 Penalty: 4585.200195
	Iteration 13Q: 3 clusters Score -1191251 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1191279.500000 Penalty: 4585.200195
	Iteration 14Q: 3 clusters Score -1191280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1191307.375000 Penalty: 4585.200195
	Iteration 15Q: 3 clusters Score -1191307 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1191334.625000 Penalty: 4585.200195
	Iteration 16Q: 3 clusters Score -1191335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1191351.125000 Penalty: 4585.200195
	Iteration 17Q: 3 clusters Score -1191351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1191375.625000 Penalty: 4585.200195
	Iteration 18Q: 3 clusters Score -1191376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1191394.875000 Penalty: 4585.200195
	Iteration 19Q: 3 clusters Score -1191395 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1191414.625000 Penalty: 4585.200195
	Iteration 20F: 3 clusters Score -1191415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1191433.125000 Penalty: 4585.200195
	Iteration 21Q: 3 clusters Score -1191433 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1191448.000000 Penalty: 4585.200195
	Iteration 22Q: 3 clusters Score -1191448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1191454.000000 Penalty: 4585.200195
	Iteration 23Q: 3 clusters Score -1191454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1191464.875000 Penalty: 4585.200195
	Iteration 24Q: 3 clusters Score -1191465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1191473.750000 Penalty: 4585.200195
	Iteration 25Q: 3 clusters Score -1191474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1191479.750000 Penalty: 4585.200195
	Iteration 26Q: 3 clusters Score -1191480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1191485.750000 Penalty: 4585.200195
	Iteration 27Q: 3 clusters Score -1191486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1191486.625000 Penalty: 4585.200195
	Iteration 28Q: 3 clusters Score -1191487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1191491.250000 Penalty: 4585.200195
	Iteration 29Q: 3 clusters Score -1191491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1191495.375000 Penalty: 4585.200195
	Iteration 30Q: 3 clusters Score -1191495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1191498.000000 Penalty: 4585.200195
	Iteration 31Q: 3 clusters Score -1191498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1191500.625000 Penalty: 4585.200195
	Iteration 32Q: 3 clusters Score -1191501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1191502.375000 Penalty: 4585.200195
	Iteration 33Q: 3 clusters Score -1191502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1191505.750000 Penalty: 4585.200195
	Iteration 34Q: 3 clusters Score -1191506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1191509.375000 Penalty: 4585.200195
	Iteration 35Q: 3 clusters Score -1191509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1191511.625000 Penalty: 4585.200195
	Iteration 36Q: 3 clusters Score -1191512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1191516.125000 Penalty: 4585.200195
	Iteration 37Q: 3 clusters Score -1191516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1191522.125000 Penalty: 4585.200195
	Iteration 38Q: 3 clusters Score -1191522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1191524.125000 Penalty: 4585.200195
	Iteration 39Q: 3 clusters Score -1191524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1191527.375000 Penalty: 4585.200195
	Iteration 40F: 3 clusters Score -1191527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1191528.875000 Penalty: 4585.200195
	Iteration 41Q: 3 clusters Score -1191529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1191531.125000 Penalty: 4585.200195
	Iteration 42Q: 3 clusters Score -1191531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1191533.250000 Penalty: 4585.200195
	Iteration 43Q: 3 clusters Score -1191533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1191531.500000 Penalty: 4585.200195
	Iteration 44Q: 3 clusters Score -1191532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1191531.625000 Penalty: 4585.200195
	Iteration 45Q: 3 clusters Score -1191532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1191535.000000 Penalty: 4585.200195
	Iteration 46Q: 3 clusters Score -1191535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1191532.125000 Penalty: 4585.200195
	Iteration 47Q: 3 clusters Score -1191532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1191532.125000 Penalty: 4585.200195
	Iteration 48F: 3 clusters Score -1191532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Entering Unmasked Estep 
Score: -659418.187500 Penalty: 2144.671875
	Iteration 0F: 2 clusters Score -659418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -654473.750000 Penalty: 4289.343750
	Iteration 0F: 3 clusters Score -654473.8 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -655803.937500 Penalty: 4289.343750
	Iteration 1F: 3 clusters Score -655803.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -656112.437500 Penalty: 4289.343750
	Iteration 2F: 3 clusters Score -656112.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -656373.125000 Penalty: 4289.343750
	Iteration 3F: 3 clusters Score -656373.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -656577.187500 Penalty: 4289.343750
	Iteration 4F: 3 clusters Score -656577.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -656761.562500 Penalty: 4289.343750
	Iteration 5Q: 3 clusters Score -656761.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -656916.187500 Penalty: 4289.343750
	Iteration 6Q: 3 clusters Score -656916.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -657076.812500 Penalty: 4289.343750
	Iteration 7Q: 3 clusters Score -657076.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -657241.562500 Penalty: 4289.343750
	Iteration 8Q: 3 clusters Score -657241.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -657383.937500 Penalty: 4289.343750
	Iteration 9Q: 3 clusters Score -657383.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -657520.812500 Penalty: 4289.343750
	Iteration 10Q: 3 clusters Score -657520.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -657658.125000 Penalty: 4289.343750
	Iteration 11Q: 3 clusters Score -657658.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -657781.250000 Penalty: 4289.343750
	Iteration 12Q: 3 clusters Score -657781.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -657879.562500 Penalty: 4289.343750
	Iteration 13Q: 3 clusters Score -657879.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -657960.625000 Penalty: 4289.343750
	Iteration 14Q: 3 clusters Score -657960.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -658020.500000 Penalty: 4289.343750
	Iteration 15Q: 3 clusters Score -658020.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -658088.500000 Penalty: 4289.343750
	Iteration 16Q: 3 clusters Score -658088.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -658151.250000 Penalty: 4289.343750
	Iteration 17Q: 3 clusters Score -658151.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -658198.687500 Penalty: 4289.343750
	Iteration 18Q: 3 clusters Score -658198.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -658224.750000 Penalty: 4289.343750
	Iteration 19Q: 3 clusters Score -658224.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -658237.812500 Penalty: 4289.343750
	Iteration 20F: 3 clusters Score -658237.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -658249.187500 Penalty: 4289.343750
	Iteration 21Q: 3 clusters Score -658249.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -658259.312500 Penalty: 4289.343750
	Iteration 22Q: 3 clusters Score -658259.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -658272.812500 Penalty: 4289.343750
	Iteration 23Q: 3 clusters Score -658272.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -658281.625000 Penalty: 4289.343750
	Iteration 24Q: 3 clusters Score -658281.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -658289.375000 Penalty: 4289.343750
	Iteration 25Q: 3 clusters Score -658289.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -658297.875000 Penalty: 4289.343750
	Iteration 26Q: 3 clusters Score -658297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -658301.562500 Penalty: 4289.343750
	Iteration 27Q: 3 clusters Score -658301.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -658306.375000 Penalty: 4289.343750
	Iteration 28Q: 3 clusters Score -658306.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -658310.125000 Penalty: 4289.343750
	Iteration 29Q: 3 clusters Score -658310.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -658313.687500 Penalty: 4289.343750
	Iteration 30Q: 3 clusters Score -658313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -658313.937500 Penalty: 4289.343750
	Iteration 31Q: 3 clusters Score -658313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -658314.625000 Penalty: 4289.343750
	Iteration 32Q: 3 clusters Score -658314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -658316.937500 Penalty: 4289.343750
	Iteration 33Q: 3 clusters Score -658316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -658317.625000 Penalty: 4289.343750
	Iteration 34Q: 3 clusters Score -658317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -658319.187500 Penalty: 4289.343750
	Iteration 35Q: 3 clusters Score -658319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -658318.812500 Penalty: 4289.343750
	Iteration 36Q: 3 clusters Score -658318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -658318.812500 Penalty: 4289.343750
	Iteration 37F: 3 clusters Score -658318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Entering Unmasked Estep 
Score: -2017790.625000 Penalty: 2420.814209
	Iteration 0F: 2 clusters Score -2017791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2005336.875000 Penalty: 4841.628418
	Iteration 0F: 3 clusters Score -2005337 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2009771.750000 Penalty: 4841.628418
	Iteration 1F: 3 clusters Score -2009772 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2010541.875000 Penalty: 4841.628418
	Iteration 2F: 3 clusters Score -2010542 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2011281.750000 Penalty: 4841.628418
	Iteration 3F: 3 clusters Score -2011282 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2011955.000000 Penalty: 4841.628418
	Iteration 4F: 3 clusters Score -2011955 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2012649.875000 Penalty: 4841.628418
	Iteration 5F: 3 clusters Score -2012650 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2013325.250000 Penalty: 4841.628418
	Iteration 6F: 3 clusters Score -2013325 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2014016.375000 Penalty: 4841.628418
	Iteration 7F: 3 clusters Score -2014016 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2014679.125000 Penalty: 4841.628418
	Iteration 8F: 3 clusters Score -2014679 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2015318.250000 Penalty: 4841.628418
	Iteration 9Q: 3 clusters Score -2015318 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2015819.375000 Penalty: 4841.628418
	Iteration 10Q: 3 clusters Score -2015819 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2016086.500000 Penalty: 4841.628418
	Iteration 11Q: 3 clusters Score -2016086 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2016234.500000 Penalty: 4841.628418
	Iteration 12Q: 3 clusters Score -2016234 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2016323.000000 Penalty: 4841.628418
	Iteration 13Q: 3 clusters Score -2016323 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2016360.375000 Penalty: 4841.628418
	Iteration 14Q: 3 clusters Score -2016360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2016389.250000 Penalty: 4841.628418
	Iteration 15Q: 3 clusters Score -2016389 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2016405.125000 Penalty: 4841.628418
	Iteration 16Q: 3 clusters Score -2016405 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2016416.875000 Penalty: 4841.628418
	Iteration 17Q: 3 clusters Score -2016417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2016429.000000 Penalty: 4841.628418
	Iteration 18Q: 3 clusters Score -2016429 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2016420.500000 Penalty: 4841.628418
	Iteration 19Q: 3 clusters Score -2016420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2016419.500000 Penalty: 4841.628418
	Iteration 20F: 3 clusters Score -2016420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2016423.375000 Penalty: 4841.628418
	Iteration 21Q: 3 clusters Score -2016423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2016424.000000 Penalty: 4841.628418
	Iteration 22Q: 3 clusters Score -2016424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2016428.375000 Penalty: 4841.628418
	Iteration 23Q: 3 clusters Score -2016428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2016428.000000 Penalty: 4841.628418
	Iteration 24Q: 3 clusters Score -2016428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2016429.500000 Penalty: 4841.628418
	Iteration 25Q: 3 clusters Score -2016430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2016427.250000 Penalty: 4841.628418
	Iteration 26Q: 3 clusters Score -2016427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2016433.250000 Penalty: 4841.628418
	Iteration 27Q: 3 clusters Score -2016433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2016435.250000 Penalty: 4841.628418
	Iteration 28Q: 3 clusters Score -2016435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2016435.625000 Penalty: 4841.628418
	Iteration 29Q: 3 clusters Score -2016436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2016437.625000 Penalty: 4841.628418
	Iteration 30Q: 3 clusters Score -2016438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2016436.125000 Penalty: 4841.628418
	Iteration 31Q: 3 clusters Score -2016436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2016437.500000 Penalty: 4841.628418
	Iteration 32Q: 3 clusters Score -2016438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2016437.500000 Penalty: 4841.628418
	Iteration 33F: 3 clusters Score -2016438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -58397.371094 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -58397.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57093.281250 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -57093.28 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57898.371094 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -57898.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58194.507812 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -58194.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -58341.460938 Penalty: 3033.482422
	Iteration 3F: 3 clusters Score -58341.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -58480.855469 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -58480.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -58528.519531 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -58528.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58550.761719 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -58550.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58550.761719 Penalty: 3033.482422
	Iteration 7F: 3 clusters Score -58550.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Mstep: Class 67 contains 137 members 
Entering Unmasked Estep 
Score: -133773408.000000 Penalty: 232283.140625
Splitting cluster 7 changes total score from -133775080.000000 to -133773408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -624452.875000 Penalty: 2132.083984
	Iteration 0F: 2 clusters Score -624452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -619699.125000 Penalty: 4264.167969
	Iteration 0F: 3 clusters Score -619699.1 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -620880.187500 Penalty: 4264.167969
	Iteration 1F: 3 clusters Score -620880.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -621082.062500 Penalty: 4264.167969
	Iteration 2F: 3 clusters Score -621082.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -621200.125000 Penalty: 4264.167969
	Iteration 3Q: 3 clusters Score -621200.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -621284.312500 Penalty: 4264.167969
	Iteration 4Q: 3 clusters Score -621284.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -621345.437500 Penalty: 4264.167969
	Iteration 5Q: 3 clusters Score -621345.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -621392.375000 Penalty: 4264.167969
	Iteration 6Q: 3 clusters Score -621392.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -621434.937500 Penalty: 4264.167969
	Iteration 7Q: 3 clusters Score -621434.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -621468.375000 Penalty: 4264.167969
	Iteration 8Q: 3 clusters Score -621468.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -621493.937500 Penalty: 4264.167969
	Iteration 9Q: 3 clusters Score -621493.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -621516.625000 Penalty: 4264.167969
	Iteration 10Q: 3 clusters Score -621516.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -621537.125000 Penalty: 4264.167969
	Iteration 11Q: 3 clusters Score -621537.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -621556.937500 Penalty: 4264.167969
	Iteration 12Q: 3 clusters Score -621556.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -621572.500000 Penalty: 4264.167969
	Iteration 13Q: 3 clusters Score -621572.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -621587.062500 Penalty: 4264.167969
	Iteration 14Q: 3 clusters Score -621587.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -621599.687500 Penalty: 4264.167969
	Iteration 15Q: 3 clusters Score -621599.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -621619.000000 Penalty: 4264.167969
	Iteration 16Q: 3 clusters Score -621619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -621639.500000 Penalty: 4264.167969
	Iteration 17Q: 3 clusters Score -621639.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -621657.812500 Penalty: 4264.167969
	Iteration 18Q: 3 clusters Score -621657.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -621676.812500 Penalty: 4264.167969
	Iteration 19Q: 3 clusters Score -621676.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -621697.437500 Penalty: 4264.167969
	Iteration 20F: 3 clusters Score -621697.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -621724.875000 Penalty: 4264.167969
	Iteration 21Q: 3 clusters Score -621724.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -621755.375000 Penalty: 4264.167969
	Iteration 22Q: 3 clusters Score -621755.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -621788.500000 Penalty: 4264.167969
	Iteration 23Q: 3 clusters Score -621788.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -621825.875000 Penalty: 4264.167969
	Iteration 24Q: 3 clusters Score -621825.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -621877.062500 Penalty: 4264.167969
	Iteration 25Q: 3 clusters Score -621877.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -621930.125000 Penalty: 4264.167969
	Iteration 26Q: 3 clusters Score -621930.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -621984.000000 Penalty: 4264.167969
	Iteration 27Q: 3 clusters Score -621984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -622054.187500 Penalty: 4264.167969
	Iteration 28Q: 3 clusters Score -622054.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -622145.062500 Penalty: 4264.167969
	Iteration 29Q: 3 clusters Score -622145.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -622286.312500 Penalty: 4264.167969
	Iteration 30Q: 3 clusters Score -622286.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -622455.437500 Penalty: 4264.167969
	Iteration 31Q: 3 clusters Score -622455.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -622660.562500 Penalty: 4264.167969
	Iteration 32Q: 3 clusters Score -622660.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -622855.187500 Penalty: 4264.167969
	Iteration 33Q: 3 clusters Score -622855.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -622989.062500 Penalty: 4264.167969
	Iteration 34Q: 3 clusters Score -622989.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -623092.062500 Penalty: 4264.167969
	Iteration 35Q: 3 clusters Score -623092.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -623174.250000 Penalty: 4264.167969
	Iteration 36Q: 3 clusters Score -623174.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -623244.187500 Penalty: 4264.167969
	Iteration 37Q: 3 clusters Score -623244.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -623323.000000 Penalty: 4264.167969
	Iteration 38Q: 3 clusters Score -623323 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -623394.187500 Penalty: 4264.167969
	Iteration 39Q: 3 clusters Score -623394.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -623466.000000 Penalty: 4264.167969
	Iteration 40F: 3 clusters Score -623466 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -623524.062500 Penalty: 4264.167969
	Iteration 41Q: 3 clusters Score -623524.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -623582.625000 Penalty: 4264.167969
	Iteration 42Q: 3 clusters Score -623582.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -623652.437500 Penalty: 4264.167969
	Iteration 43Q: 3 clusters Score -623652.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -623712.562500 Penalty: 4264.167969
	Iteration 44Q: 3 clusters Score -623712.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -623770.062500 Penalty: 4264.167969
	Iteration 45Q: 3 clusters Score -623770.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -623817.375000 Penalty: 4264.167969
	Iteration 46Q: 3 clusters Score -623817.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -623846.375000 Penalty: 4264.167969
	Iteration 47Q: 3 clusters Score -623846.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -623875.875000 Penalty: 4264.167969
	Iteration 48Q: 3 clusters Score -623875.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -623887.062500 Penalty: 4264.167969
	Iteration 49Q: 3 clusters Score -623887.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -623892.812500 Penalty: 4264.167969
	Iteration 50Q: 3 clusters Score -623892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -623893.250000 Penalty: 4264.167969
	Iteration 51Q: 3 clusters Score -623893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -623893.500000 Penalty: 4264.167969
	Iteration 52Q: 3 clusters Score -623893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -623894.437500 Penalty: 4264.167969
	Iteration 53Q: 3 clusters Score -623894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -623895.125000 Penalty: 4264.167969
	Iteration 54Q: 3 clusters Score -623895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -623895.437500 Penalty: 4264.167969
	Iteration 55Q: 3 clusters Score -623895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -623895.437500 Penalty: 4264.167969
	Iteration 56F: 3 clusters Score -623895.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Entering Unmasked Estep 
Score: -1573395.500000 Penalty: 2358.755615
	Iteration 0F: 2 clusters Score -1573396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1563451.125000 Penalty: 4717.511230
	Iteration 0F: 3 clusters Score -1563451 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1566516.250000 Penalty: 4717.511230
	Iteration 1F: 3 clusters Score -1566516 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1566913.625000 Penalty: 4717.511230
	Iteration 2F: 3 clusters Score -1566914 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1567221.250000 Penalty: 4717.511230
	Iteration 3F: 3 clusters Score -1567221 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1567470.375000 Penalty: 4717.511230
	Iteration 4Q: 3 clusters Score -1567470 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1567714.125000 Penalty: 4717.511230
	Iteration 5Q: 3 clusters Score -1567714 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1567940.250000 Penalty: 4717.511230
	Iteration 6Q: 3 clusters Score -1567940 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1568165.125000 Penalty: 4717.511230
	Iteration 7Q: 3 clusters Score -1568165 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1568402.375000 Penalty: 4717.511230
	Iteration 8Q: 3 clusters Score -1568402 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1568651.500000 Penalty: 4717.511230
	Iteration 9Q: 3 clusters Score -1568652 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1568943.875000 Penalty: 4717.511230
	Iteration 10Q: 3 clusters Score -1568944 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1569291.000000 Penalty: 4717.511230
	Iteration 11Q: 3 clusters Score -1569291 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1569683.000000 Penalty: 4717.511230
	Iteration 12Q: 3 clusters Score -1569683 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1570016.500000 Penalty: 4717.511230
	Iteration 13Q: 3 clusters Score -1570016 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1570302.500000 Penalty: 4717.511230
	Iteration 14Q: 3 clusters Score -1570302 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1570537.750000 Penalty: 4717.511230
	Iteration 15Q: 3 clusters Score -1570538 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1570695.500000 Penalty: 4717.511230
	Iteration 16Q: 3 clusters Score -1570696 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1570785.250000 Penalty: 4717.511230
	Iteration 17Q: 3 clusters Score -1570785 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1570852.875000 Penalty: 4717.511230
	Iteration 18Q: 3 clusters Score -1570853 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1570902.125000 Penalty: 4717.511230
	Iteration 19Q: 3 clusters Score -1570902 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1570935.500000 Penalty: 4717.511230
	Iteration 20F: 3 clusters Score -1570936 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1570965.250000 Penalty: 4717.511230
	Iteration 21Q: 3 clusters Score -1570965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1570985.000000 Penalty: 4717.511230
	Iteration 22Q: 3 clusters Score -1570985 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1571000.500000 Penalty: 4717.511230
	Iteration 23Q: 3 clusters Score -1571000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1571010.875000 Penalty: 4717.511230
	Iteration 24Q: 3 clusters Score -1571011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1571016.500000 Penalty: 4717.511230
	Iteration 25Q: 3 clusters Score -1571016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1571029.625000 Penalty: 4717.511230
	Iteration 26Q: 3 clusters Score -1571030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1571032.875000 Penalty: 4717.511230
	Iteration 27Q: 3 clusters Score -1571033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1571036.375000 Penalty: 4717.511230
	Iteration 28Q: 3 clusters Score -1571036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1571036.125000 Penalty: 4717.511230
	Iteration 29Q: 3 clusters Score -1571036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1571040.875000 Penalty: 4717.511230
	Iteration 30Q: 3 clusters Score -1571041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1571048.625000 Penalty: 4717.511230
	Iteration 31Q: 3 clusters Score -1571049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1571047.250000 Penalty: 4717.511230
	Iteration 32Q: 3 clusters Score -1571047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1571052.625000 Penalty: 4717.511230
	Iteration 33Q: 3 clusters Score -1571053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1571049.500000 Penalty: 4717.511230
	Iteration 34Q: 3 clusters Score -1571050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1571056.000000 Penalty: 4717.511230
	Iteration 35Q: 3 clusters Score -1571056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1571056.625000 Penalty: 4717.511230
	Iteration 36Q: 3 clusters Score -1571057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1571060.750000 Penalty: 4717.511230
	Iteration 37Q: 3 clusters Score -1571061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1571058.375000 Penalty: 4717.511230
	Iteration 38Q: 3 clusters Score -1571058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1571057.625000 Penalty: 4717.511230
	Iteration 39Q: 3 clusters Score -1571058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1571056.000000 Penalty: 4717.511230
	Iteration 40F: 3 clusters Score -1571056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1571055.500000 Penalty: 4717.511230
	Iteration 41Q: 3 clusters Score -1571056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1571057.625000 Penalty: 4717.511230
	Iteration 42Q: 3 clusters Score -1571058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1571058.750000 Penalty: 4717.511230
	Iteration 43Q: 3 clusters Score -1571059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1571057.250000 Penalty: 4717.511230
	Iteration 44Q: 3 clusters Score -1571057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1571059.125000 Penalty: 4717.511230
	Iteration 45Q: 3 clusters Score -1571059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1571059.125000 Penalty: 4717.511230
	Iteration 46F: 3 clusters Score -1571059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Entering Unmasked Estep 
Score: -4283875.000000 Penalty: 2605.887939
	Iteration 0F: 2 clusters Score -4283875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4258971.500000 Penalty: 5211.775879
	Iteration 0F: 3 clusters Score -4258972 nChanged 16545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4268188.500000 Penalty: 5211.775879
	Iteration 1F: 3 clusters Score -4268188 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4268886.000000 Penalty: 5211.775879
	Iteration 2F: 3 clusters Score -4268886 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4269617.500000 Penalty: 5211.775879
	Iteration 3Q: 3 clusters Score -4269618 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4270503.000000 Penalty: 5211.775879
	Iteration 4F: 3 clusters Score -4270503 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -4271698.500000 Penalty: 5211.775879
	Iteration 5F: 3 clusters Score -4271698 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4273175.500000 Penalty: 5211.775879
	Iteration 6F: 3 clusters Score -4273176 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -4274847.000000 Penalty: 5211.775879
	Iteration 7F: 3 clusters Score -4274847 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -4276542.500000 Penalty: 5211.775879
	Iteration 8F: 3 clusters Score -4276542 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4278129.000000 Penalty: 5211.775879
	Iteration 9F: 3 clusters Score -4278129 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -4279271.500000 Penalty: 5211.775879
	Iteration 10Q: 3 clusters Score -4279272 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -4279878.500000 Penalty: 5211.775879
	Iteration 11Q: 3 clusters Score -4279878 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4280247.500000 Penalty: 5211.775879
	Iteration 12Q: 3 clusters Score -4280248 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4280482.500000 Penalty: 5211.775879
	Iteration 13Q: 3 clusters Score -4280482 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -4280697.000000 Penalty: 5211.775879
	Iteration 14Q: 3 clusters Score -4280697 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4280885.000000 Penalty: 5211.775879
	Iteration 15Q: 3 clusters Score -4280885 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4281047.000000 Penalty: 5211.775879
	Iteration 16Q: 3 clusters Score -4281047 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -4281182.000000 Penalty: 5211.775879
	Iteration 17Q: 3 clusters Score -4281182 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4281300.500000 Penalty: 5211.775879
	Iteration 18Q: 3 clusters Score -4281300 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -4281384.000000 Penalty: 5211.775879
	Iteration 19Q: 3 clusters Score -4281384 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4281455.500000 Penalty: 5211.775879
	Iteration 20F: 3 clusters Score -4281456 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4281502.500000 Penalty: 5211.775879
	Iteration 21Q: 3 clusters Score -4281502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4281533.000000 Penalty: 5211.775879
	Iteration 22Q: 3 clusters Score -4281533 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4281564.500000 Penalty: 5211.775879
	Iteration 23Q: 3 clusters Score -4281564 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -4281591.500000 Penalty: 5211.775879
	Iteration 24Q: 3 clusters Score -4281592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4281622.500000 Penalty: 5211.775879
	Iteration 25Q: 3 clusters Score -4281622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -4281637.000000 Penalty: 5211.775879
	Iteration 26Q: 3 clusters Score -4281637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4281647.000000 Penalty: 5211.775879
	Iteration 27Q: 3 clusters Score -4281647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4281645.500000 Penalty: 5211.775879
	Iteration 28Q: 3 clusters Score -4281646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4281673.500000 Penalty: 5211.775879
	Iteration 29Q: 3 clusters Score -4281674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4281689.500000 Penalty: 5211.775879
	Iteration 30Q: 3 clusters Score -4281690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4281711.000000 Penalty: 5211.775879
	Iteration 31Q: 3 clusters Score -4281711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4281724.000000 Penalty: 5211.775879
	Iteration 32Q: 3 clusters Score -4281724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -4281736.500000 Penalty: 5211.775879
	Iteration 33Q: 3 clusters Score -4281736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4281740.000000 Penalty: 5211.775879
	Iteration 34Q: 3 clusters Score -4281740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -4281752.500000 Penalty: 5211.775879
	Iteration 35Q: 3 clusters Score -4281752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4281766.000000 Penalty: 5211.775879
	Iteration 36Q: 3 clusters Score -4281766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4281774.500000 Penalty: 5211.775879
	Iteration 37Q: 3 clusters Score -4281774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4281777.000000 Penalty: 5211.775879
	Iteration 38Q: 3 clusters Score -4281777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4281783.000000 Penalty: 5211.775879
	Iteration 39Q: 3 clusters Score -4281783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4281786.000000 Penalty: 5211.775879
	Iteration 40F: 3 clusters Score -4281786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -4281788.000000 Penalty: 5211.775879
	Iteration 41Q: 3 clusters Score -4281788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4281780.500000 Penalty: 5211.775879
	Iteration 42Q: 3 clusters Score -4281780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -4281788.500000 Penalty: 5211.775879
	Iteration 43Q: 3 clusters Score -4281788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4281795.000000 Penalty: 5211.775879
	Iteration 44Q: 3 clusters Score -4281795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -4281790.500000 Penalty: 5211.775879
	Iteration 45Q: 3 clusters Score -4281790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -4281790.000000 Penalty: 5211.775879
	Iteration 46Q: 3 clusters Score -4281790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4281793.000000 Penalty: 5211.775879
	Iteration 47Q: 3 clusters Score -4281793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4281796.000000 Penalty: 5211.775879
	Iteration 48Q: 3 clusters Score -4281796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4281794.500000 Penalty: 5211.775879
	Iteration 49Q: 3 clusters Score -4281794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -4281807.000000 Penalty: 5211.775879
	Iteration 50Q: 3 clusters Score -4281807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -4281805.000000 Penalty: 5211.775879
	Iteration 51Q: 3 clusters Score -4281805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -4281802.000000 Penalty: 5211.775879
	Iteration 52Q: 3 clusters Score -4281802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4281805.500000 Penalty: 5211.775879
	Iteration 53Q: 3 clusters Score -4281806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4281807.000000 Penalty: 5211.775879
	Iteration 54Q: 3 clusters Score -4281807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -4281812.500000 Penalty: 5211.775879
	Iteration 55Q: 3 clusters Score -4281812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4281810.500000 Penalty: 5211.775879
	Iteration 56Q: 3 clusters Score -4281810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4281815.000000 Penalty: 5211.775879
	Iteration 57Q: 3 clusters Score -4281815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -4281816.000000 Penalty: 5211.775879
	Iteration 58Q: 3 clusters Score -4281816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -4281816.000000 Penalty: 5211.775879
	Iteration 59F: 3 clusters Score -4281816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Entering Unmasked Estep 
Score: -1337332.625000 Penalty: 2319.385498
	Iteration 0F: 2 clusters Score -1337333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1328760.625000 Penalty: 4638.770996
	Iteration 0F: 3 clusters Score -1328761 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1331317.375000 Penalty: 4638.770996
	Iteration 1F: 3 clusters Score -1331317 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1331712.375000 Penalty: 4638.770996
	Iteration 2F: 3 clusters Score -1331712 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1332041.250000 Penalty: 4638.770996
	Iteration 3F: 3 clusters Score -1332041 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1332409.750000 Penalty: 4638.770996
	Iteration 4F: 3 clusters Score -1332410 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1332869.875000 Penalty: 4638.770996
	Iteration 5F: 3 clusters Score -1332870 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1333390.125000 Penalty: 4638.770996
	Iteration 6F: 3 clusters Score -1333390 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1333897.750000 Penalty: 4638.770996
	Iteration 7F: 3 clusters Score -1333898 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1334302.250000 Penalty: 4638.770996
	Iteration 8F: 3 clusters Score -1334302 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1334587.250000 Penalty: 4638.770996
	Iteration 9Q: 3 clusters Score -1334587 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1334744.750000 Penalty: 4638.770996
	Iteration 10Q: 3 clusters Score -1334745 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1334823.875000 Penalty: 4638.770996
	Iteration 11Q: 3 clusters Score -1334824 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1334862.750000 Penalty: 4638.770996
	Iteration 12Q: 3 clusters Score -1334863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1334886.750000 Penalty: 4638.770996
	Iteration 13Q: 3 clusters Score -1334887 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1334906.125000 Penalty: 4638.770996
	Iteration 14Q: 3 clusters Score -1334906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1334928.875000 Penalty: 4638.770996
	Iteration 15Q: 3 clusters Score -1334929 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1334941.000000 Penalty: 4638.770996
	Iteration 16Q: 3 clusters Score -1334941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1334948.375000 Penalty: 4638.770996
	Iteration 17Q: 3 clusters Score -1334948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1334951.375000 Penalty: 4638.770996
	Iteration 18Q: 3 clusters Score -1334951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1334959.625000 Penalty: 4638.770996
	Iteration 19Q: 3 clusters Score -1334960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1334958.875000 Penalty: 4638.770996
	Iteration 20F: 3 clusters Score -1334959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1334960.625000 Penalty: 4638.770996
	Iteration 21Q: 3 clusters Score -1334961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1334963.500000 Penalty: 4638.770996
	Iteration 22Q: 3 clusters Score -1334964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1334964.250000 Penalty: 4638.770996
	Iteration 23Q: 3 clusters Score -1334964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1334967.625000 Penalty: 4638.770996
	Iteration 24Q: 3 clusters Score -1334968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1334970.000000 Penalty: 4638.770996
	Iteration 25Q: 3 clusters Score -1334970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1334970.875000 Penalty: 4638.770996
	Iteration 26Q: 3 clusters Score -1334971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1334968.250000 Penalty: 4638.770996
	Iteration 27Q: 3 clusters Score -1334968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1334971.625000 Penalty: 4638.770996
	Iteration 28Q: 3 clusters Score -1334972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1334973.125000 Penalty: 4638.770996
	Iteration 29Q: 3 clusters Score -1334973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1334974.125000 Penalty: 4638.770996
	Iteration 30Q: 3 clusters Score -1334974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1334975.375000 Penalty: 4638.770996
	Iteration 31Q: 3 clusters Score -1334975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1334977.125000 Penalty: 4638.770996
	Iteration 32Q: 3 clusters Score -1334977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1334977.000000 Penalty: 4638.770996
	Iteration 33Q: 3 clusters Score -1334977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1334977.625000 Penalty: 4638.770996
	Iteration 34Q: 3 clusters Score -1334978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1334976.250000 Penalty: 4638.770996
	Iteration 35Q: 3 clusters Score -1334976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1334977.500000 Penalty: 4638.770996
	Iteration 36Q: 3 clusters Score -1334978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1334978.500000 Penalty: 4638.770996
	Iteration 37Q: 3 clusters Score -1334978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1334978.625000 Penalty: 4638.770996
	Iteration 38Q: 3 clusters Score -1334979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1334978.625000 Penalty: 4638.770996
	Iteration 39F: 3 clusters Score -1334979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Entering Unmasked Estep 
Score: -1617813.875000 Penalty: 2365.116943
	Iteration 0F: 2 clusters Score -1617814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1607642.875000 Penalty: 4730.233887
	Iteration 0F: 3 clusters Score -1607643 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1610860.625000 Penalty: 4730.233887
	Iteration 1F: 3 clusters Score -1610861 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1611305.250000 Penalty: 4730.233887
	Iteration 2F: 3 clusters Score -1611305 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1611805.125000 Penalty: 4730.233887
	Iteration 3F: 3 clusters Score -1611805 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1612391.250000 Penalty: 4730.233887
	Iteration 4F: 3 clusters Score -1612391 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1613015.625000 Penalty: 4730.233887
	Iteration 5F: 3 clusters Score -1613016 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1613688.000000 Penalty: 4730.233887
	Iteration 6F: 3 clusters Score -1613688 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1614387.375000 Penalty: 4730.233887
	Iteration 7F: 3 clusters Score -1614387 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1614955.625000 Penalty: 4730.233887
	Iteration 8F: 3 clusters Score -1614956 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1615390.000000 Penalty: 4730.233887
	Iteration 9Q: 3 clusters Score -1615390 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1615684.250000 Penalty: 4730.233887
	Iteration 10Q: 3 clusters Score -1615684 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1615849.375000 Penalty: 4730.233887
	Iteration 11Q: 3 clusters Score -1615849 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1615927.875000 Penalty: 4730.233887
	Iteration 12Q: 3 clusters Score -1615928 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1615971.875000 Penalty: 4730.233887
	Iteration 13Q: 3 clusters Score -1615972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1616017.500000 Penalty: 4730.233887
	Iteration 14Q: 3 clusters Score -1616018 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1616054.750000 Penalty: 4730.233887
	Iteration 15Q: 3 clusters Score -1616055 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1616088.625000 Penalty: 4730.233887
	Iteration 16Q: 3 clusters Score -1616089 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1616127.625000 Penalty: 4730.233887
	Iteration 17Q: 3 clusters Score -1616128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1616155.625000 Penalty: 4730.233887
	Iteration 18Q: 3 clusters Score -1616156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1616184.500000 Penalty: 4730.233887
	Iteration 19Q: 3 clusters Score -1616184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1616224.750000 Penalty: 4730.233887
	Iteration 20F: 3 clusters Score -1616225 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1616262.000000 Penalty: 4730.233887
	Iteration 21Q: 3 clusters Score -1616262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1616295.500000 Penalty: 4730.233887
	Iteration 22Q: 3 clusters Score -1616296 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1616335.500000 Penalty: 4730.233887
	Iteration 23Q: 3 clusters Score -1616336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1616365.250000 Penalty: 4730.233887
	Iteration 24Q: 3 clusters Score -1616365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1616389.250000 Penalty: 4730.233887
	Iteration 25Q: 3 clusters Score -1616389 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1616412.250000 Penalty: 4730.233887
	Iteration 26Q: 3 clusters Score -1616412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1616428.625000 Penalty: 4730.233887
	Iteration 27Q: 3 clusters Score -1616429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1616451.875000 Penalty: 4730.233887
	Iteration 28Q: 3 clusters Score -1616452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1616469.250000 Penalty: 4730.233887
	Iteration 29Q: 3 clusters Score -1616469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1616481.125000 Penalty: 4730.233887
	Iteration 30Q: 3 clusters Score -1616481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1616479.625000 Penalty: 4730.233887
	Iteration 31Q: 3 clusters Score -1616480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1616491.375000 Penalty: 4730.233887
	Iteration 32Q: 3 clusters Score -1616491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1616491.625000 Penalty: 4730.233887
	Iteration 33Q: 3 clusters Score -1616492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1616496.750000 Penalty: 4730.233887
	Iteration 34Q: 3 clusters Score -1616497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1616499.000000 Penalty: 4730.233887
	Iteration 35Q: 3 clusters Score -1616499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1616503.750000 Penalty: 4730.233887
	Iteration 36Q: 3 clusters Score -1616504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1616507.000000 Penalty: 4730.233887
	Iteration 37Q: 3 clusters Score -1616507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1616503.250000 Penalty: 4730.233887
	Iteration 38Q: 3 clusters Score -1616503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1616506.875000 Penalty: 4730.233887
	Iteration 39Q: 3 clusters Score -1616507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1616503.250000 Penalty: 4730.233887
	Iteration 40F: 3 clusters Score -1616503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1616504.750000 Penalty: 4730.233887
	Iteration 41Q: 3 clusters Score -1616505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1616504.750000 Penalty: 4730.233887
	Iteration 42F: 3 clusters Score -1616505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170073 members 
Entering Unmasked Estep 
Score: -20094132.000000 Penalty: 2986.907959
	Iteration 0F: 2 clusters Score -2.009413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -19981422.000000 Penalty: 5973.815918
	Iteration 0F: 3 clusters Score -1.998142e+07 nChanged 81299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -20028570.000000 Penalty: 5973.815918
	Iteration 1F: 3 clusters Score -2.002857e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -20030020.000000 Penalty: 5973.815918
	Iteration 2Q: 3 clusters Score -2.003002e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -20032332.000000 Penalty: 5973.815918
	Iteration 3Q: 3 clusters Score -2.003233e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 108439 members 
Entering Unmasked Estep 
Score: -20036648.000000 Penalty: 5973.815918
	Iteration 4F: 3 clusters Score -2.003665e+07 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 120347 members 
Entering Unmasked Estep 
Score: -20045058.000000 Penalty: 5973.815918
	Iteration 5F: 3 clusters Score -2.004506e+07 nChanged 15525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 135772 members 
Entering Unmasked Estep 
Score: -20058402.000000 Penalty: 5973.815918
	Iteration 6F: 3 clusters Score -2.00584e+07 nChanged 15548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 151290 members 
Entering Unmasked Estep 
Score: -20073588.000000 Penalty: 5973.815918
	Iteration 7F: 3 clusters Score -2.007359e+07 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 162051 members 
Entering Unmasked Estep 
Score: -20084300.000000 Penalty: 5973.815918
	Iteration 8F: 3 clusters Score -2.00843e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 167114 members 
Entering Unmasked Estep 
Score: -20089156.000000 Penalty: 5973.815918
	Iteration 9Q: 3 clusters Score -2.008916e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 168742 members 
Entering Unmasked Estep 
Score: -20090712.000000 Penalty: 5973.815918
	Iteration 10Q: 3 clusters Score -2.009071e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -20091204.000000 Penalty: 5973.815918
	Iteration 11Q: 3 clusters Score -2.00912e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 169417 members 
Entering Unmasked Estep 
Score: -20091408.000000 Penalty: 5973.815918
	Iteration 12Q: 3 clusters Score -2.009141e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 169489 members 
Entering Unmasked Estep 
Score: -20091462.000000 Penalty: 5973.815918
	Iteration 13Q: 3 clusters Score -2.009146e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 169526 members 
Entering Unmasked Estep 
Score: -20091528.000000 Penalty: 5973.815918
	Iteration 14Q: 3 clusters Score -2.009153e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 169547 members 
Entering Unmasked Estep 
Score: -20091586.000000 Penalty: 5973.815918
	Iteration 15Q: 3 clusters Score -2.009159e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 169565 members 
Entering Unmasked Estep 
Score: -20091600.000000 Penalty: 5973.815918
	Iteration 16Q: 3 clusters Score -2.00916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 169578 members 
Entering Unmasked Estep 
Score: -20091616.000000 Penalty: 5973.815918
	Iteration 17Q: 3 clusters Score -2.009162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 169584 members 
Entering Unmasked Estep 
Score: -20091642.000000 Penalty: 5973.815918
	Iteration 18Q: 3 clusters Score -2.009164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 169589 members 
Entering Unmasked Estep 
Score: -20091636.000000 Penalty: 5973.815918
	Iteration 19Q: 3 clusters Score -2.009164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 169591 members 
Entering Unmasked Estep 
Score: -20091642.000000 Penalty: 5973.815918
	Iteration 20F: 3 clusters Score -2.009164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 169590 members 
Entering Unmasked Estep 
Score: -20091646.000000 Penalty: 5973.815918
	Iteration 21Q: 3 clusters Score -2.009165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 169592 members 
Entering Unmasked Estep 
Score: -20091638.000000 Penalty: 5973.815918
	Iteration 22Q: 3 clusters Score -2.009164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 169588 members 
Entering Unmasked Estep 
Score: -20091632.000000 Penalty: 5973.815918
	Iteration 23Q: 3 clusters Score -2.009163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 169593 members 
Entering Unmasked Estep 
Score: -20091648.000000 Penalty: 5973.815918
	Iteration 24Q: 3 clusters Score -2.009165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 169596 members 
Entering Unmasked Estep 
Score: -20091656.000000 Penalty: 5973.815918
	Iteration 25Q: 3 clusters Score -2.009166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 169596 members 
Entering Unmasked Estep 
Score: -20091646.000000 Penalty: 5973.815918
	Iteration 26Q: 3 clusters Score -2.009165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 169601 members 
Entering Unmasked Estep 
Score: -20091662.000000 Penalty: 5973.815918
	Iteration 27Q: 3 clusters Score -2.009166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 169603 members 
Entering Unmasked Estep 
Score: -20091678.000000 Penalty: 5973.815918
	Iteration 28Q: 3 clusters Score -2.009168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 169601 members 
Entering Unmasked Estep 
Score: -20091686.000000 Penalty: 5973.815918
	Iteration 29Q: 3 clusters Score -2.009169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 169599 members 
Entering Unmasked Estep 
Score: -20091686.000000 Penalty: 5973.815918
	Iteration 30Q: 3 clusters Score -2.009169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 169601 members 
Entering Unmasked Estep 
Score: -20091672.000000 Penalty: 5973.815918
	Iteration 31Q: 3 clusters Score -2.009167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 169602 members 
Entering Unmasked Estep 
Score: -20091680.000000 Penalty: 5973.815918
	Iteration 32Q: 3 clusters Score -2.009168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 169601 members 
Entering Unmasked Estep 
Score: -20091676.000000 Penalty: 5973.815918
	Iteration 33Q: 3 clusters Score -2.009168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 169601 members 
Entering Unmasked Estep 
Score: -20091676.000000 Penalty: 5973.815918
	Iteration 34F: 3 clusters Score -2.009168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Entering Unmasked Estep 
Score: -7287208.500000 Penalty: 2730.660645
	Iteration 0F: 2 clusters Score -7287208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -7246732.000000 Penalty: 5461.321289
	Iteration 0F: 3 clusters Score -7246732 nChanged 28055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -7262572.500000 Penalty: 5461.321289
	Iteration 1F: 3 clusters Score -7262572 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -7263282.000000 Penalty: 5461.321289
	Iteration 2Q: 3 clusters Score -7263282 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -7264265.500000 Penalty: 5461.321289
	Iteration 3Q: 3 clusters Score -7264266 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -7265696.500000 Penalty: 5461.321289
	Iteration 4Q: 3 clusters Score -7265696 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -7267691.500000 Penalty: 5461.321289
	Iteration 5F: 3 clusters Score -7267692 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -7270260.000000 Penalty: 5461.321289
	Iteration 6F: 3 clusters Score -7270260 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -7272916.000000 Penalty: 5461.321289
	Iteration 7F: 3 clusters Score -7272916 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -7275262.500000 Penalty: 5461.321289
	Iteration 8F: 3 clusters Score -7275262 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -7277007.500000 Penalty: 5461.321289
	Iteration 9Q: 3 clusters Score -7277008 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -7277953.500000 Penalty: 5461.321289
	Iteration 10Q: 3 clusters Score -7277954 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -7278534.500000 Penalty: 5461.321289
	Iteration 11Q: 3 clusters Score -7278534 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -7278960.000000 Penalty: 5461.321289
	Iteration 12Q: 3 clusters Score -7278960 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -7279352.000000 Penalty: 5461.321289
	Iteration 13Q: 3 clusters Score -7279352 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -7279748.500000 Penalty: 5461.321289
	Iteration 14Q: 3 clusters Score -7279748 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -7280180.500000 Penalty: 5461.321289
	Iteration 15Q: 3 clusters Score -7280180 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -7280625.500000 Penalty: 5461.321289
	Iteration 16Q: 3 clusters Score -7280626 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -7281143.500000 Penalty: 5461.321289
	Iteration 17Q: 3 clusters Score -7281144 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -7281671.500000 Penalty: 5461.321289
	Iteration 18Q: 3 clusters Score -7281672 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -7282196.000000 Penalty: 5461.321289
	Iteration 19Q: 3 clusters Score -7282196 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -7282718.000000 Penalty: 5461.321289
	Iteration 20F: 3 clusters Score -7282718 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -7283234.000000 Penalty: 5461.321289
	Iteration 21Q: 3 clusters Score -7283234 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -7283745.000000 Penalty: 5461.321289
	Iteration 22Q: 3 clusters Score -7283745 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7284131.000000 Penalty: 5461.321289
	Iteration 23Q: 3 clusters Score -7284131 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -7284453.500000 Penalty: 5461.321289
	Iteration 24Q: 3 clusters Score -7284454 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7284693.000000 Penalty: 5461.321289
	Iteration 25Q: 3 clusters Score -7284693 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -7284883.000000 Penalty: 5461.321289
	Iteration 26Q: 3 clusters Score -7284883 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -7285006.000000 Penalty: 5461.321289
	Iteration 27Q: 3 clusters Score -7285006 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -7285104.000000 Penalty: 5461.321289
	Iteration 28Q: 3 clusters Score -7285104 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -7285172.000000 Penalty: 5461.321289
	Iteration 29Q: 3 clusters Score -7285172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -7285226.000000 Penalty: 5461.321289
	Iteration 30Q: 3 clusters Score -7285226 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -7285246.500000 Penalty: 5461.321289
	Iteration 31Q: 3 clusters Score -7285246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -7285290.500000 Penalty: 5461.321289
	Iteration 32Q: 3 clusters Score -7285290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -7285320.500000 Penalty: 5461.321289
	Iteration 33Q: 3 clusters Score -7285320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -7285339.500000 Penalty: 5461.321289
	Iteration 34Q: 3 clusters Score -7285340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -7285355.000000 Penalty: 5461.321289
	Iteration 35Q: 3 clusters Score -7285355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -7285373.000000 Penalty: 5461.321289
	Iteration 36Q: 3 clusters Score -7285373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -7285371.500000 Penalty: 5461.321289
	Iteration 37Q: 3 clusters Score -7285372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -7285374.500000 Penalty: 5461.321289
	Iteration 38Q: 3 clusters Score -7285374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -7285389.000000 Penalty: 5461.321289
	Iteration 39Q: 3 clusters Score -7285389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -7285392.000000 Penalty: 5461.321289
	Iteration 40F: 3 clusters Score -7285392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -7285397.500000 Penalty: 5461.321289
	Iteration 41Q: 3 clusters Score -7285398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -7285397.500000 Penalty: 5461.321289
	Iteration 42Q: 3 clusters Score -7285398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -7285410.000000 Penalty: 5461.321289
	Iteration 43Q: 3 clusters Score -7285410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -7285418.500000 Penalty: 5461.321289
	Iteration 44Q: 3 clusters Score -7285418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -7285421.000000 Penalty: 5461.321289
	Iteration 45Q: 3 clusters Score -7285421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -7285414.500000 Penalty: 5461.321289
	Iteration 46Q: 3 clusters Score -7285414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -7285416.500000 Penalty: 5461.321289
	Iteration 47Q: 3 clusters Score -7285416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -7285417.500000 Penalty: 5461.321289
	Iteration 48Q: 3 clusters Score -7285418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -7285414.000000 Penalty: 5461.321289
	Iteration 49Q: 3 clusters Score -7285414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -7285414.000000 Penalty: 5461.321289
	Iteration 50Q: 3 clusters Score -7285414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -7285420.500000 Penalty: 5461.321289
	Iteration 51Q: 3 clusters Score -7285420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -7285422.000000 Penalty: 5461.321289
	Iteration 52Q: 3 clusters Score -7285422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -7285427.000000 Penalty: 5461.321289
	Iteration 53Q: 3 clusters Score -7285427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -7285435.000000 Penalty: 5461.321289
	Iteration 54Q: 3 clusters Score -7285435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -7285438.500000 Penalty: 5461.321289
	Iteration 55Q: 3 clusters Score -7285438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -7285437.500000 Penalty: 5461.321289
	Iteration 56Q: 3 clusters Score -7285438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -7285445.500000 Penalty: 5461.321289
	Iteration 57Q: 3 clusters Score -7285446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -7285444.000000 Penalty: 5461.321289
	Iteration 58Q: 3 clusters Score -7285444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -7285442.000000 Penalty: 5461.321289
	Iteration 59Q: 3 clusters Score -7285442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -7285444.000000 Penalty: 5461.321289
	Iteration 60F: 3 clusters Score -7285444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -7285440.500000 Penalty: 5461.321289
	Iteration 61Q: 3 clusters Score -7285440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -7285440.500000 Penalty: 5461.321289
	Iteration 62Q: 3 clusters Score -7285440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -7285442.500000 Penalty: 5461.321289
	Iteration 63Q: 3 clusters Score -7285442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -7285439.500000 Penalty: 5461.321289
	Iteration 64Q: 3 clusters Score -7285440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -7285439.500000 Penalty: 5461.321289
	Iteration 65F: 3 clusters Score -7285440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -165428.609375 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -165428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163335.015625 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -163335 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -163789.984375 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -163790 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164012.171875 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -164012.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164186.140625 Penalty: 3513.776367
	Iteration 3F: 3 clusters Score -164186.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -164317.187500 Penalty: 3513.776367
	Iteration 4F: 3 clusters Score -164317.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -164514.000000 Penalty: 3513.776367
	Iteration 5F: 3 clusters Score -164514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -164654.703125 Penalty: 3513.776367
	Iteration 6Q: 3 clusters Score -164654.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -164798.046875 Penalty: 3513.776367
	Iteration 7Q: 3 clusters Score -164798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -164863.687500 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -164863.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -164895.796875 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -164895.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164928.593750 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -164928.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -164961.125000 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -164961.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -164997.281250 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -164997.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -165018.109375 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -165018.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -165028.906250 Penalty: 3513.776367
	Iteration 14Q: 3 clusters Score -165028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -165036.140625 Penalty: 3513.776367
	Iteration 15Q: 3 clusters Score -165036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -165042.906250 Penalty: 3513.776367
	Iteration 16Q: 3 clusters Score -165042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -165047.187500 Penalty: 3513.776367
	Iteration 17Q: 3 clusters Score -165047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -165048.718750 Penalty: 3513.776367
	Iteration 18Q: 3 clusters Score -165048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -165051.234375 Penalty: 3513.776367
	Iteration 19Q: 3 clusters Score -165051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -165054.359375 Penalty: 3513.776367
	Iteration 20F: 3 clusters Score -165054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -165060.546875 Penalty: 3513.776367
	Iteration 21Q: 3 clusters Score -165060.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -165062.421875 Penalty: 3513.776367
	Iteration 22Q: 3 clusters Score -165062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -165064.953125 Penalty: 3513.776367
	Iteration 23Q: 3 clusters Score -165065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -165064.953125 Penalty: 3513.776367
	Iteration 24F: 3 clusters Score -165065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Entering Unmasked Estep 
Score: -1360443.625000 Penalty: 2323.947754
	Iteration 0F: 2 clusters Score -1360444 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 5948 members 
Entering Unmasked Estep 
Score: -1351695.500000 Penalty: 4647.895508
	Iteration 0F: 3 clusters Score -1351696 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1354339.625000 Penalty: 4647.895508
	Iteration 1F: 3 clusters Score -1354340 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1354600.000000 Penalty: 4647.895508
	Iteration 2F: 3 clusters Score -1354600 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1354797.375000 Penalty: 4647.895508
	Iteration 3Q: 3 clusters Score -1354797 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1354942.250000 Penalty: 4647.895508
	Iteration 4Q: 3 clusters Score -1354942 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1355091.750000 Penalty: 4647.895508
	Iteration 5Q: 3 clusters Score -1355092 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1355328.625000 Penalty: 4647.895508
	Iteration 6Q: 3 clusters Score -1355329 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1355728.000000 Penalty: 4647.895508
	Iteration 7Q: 3 clusters Score -1355728 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1356281.000000 Penalty: 4647.895508
	Iteration 8F: 3 clusters Score -1356281 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1356904.375000 Penalty: 4647.895508
	Iteration 9F: 3 clusters Score -1356904 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1357520.250000 Penalty: 4647.895508
	Iteration 10F: 3 clusters Score -1357520 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1358101.375000 Penalty: 4647.895508
	Iteration 11F: 3 clusters Score -1358101 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1358543.375000 Penalty: 4647.895508
	Iteration 12Q: 3 clusters Score -1358543 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1358873.625000 Penalty: 4647.895508
	Iteration 13Q: 3 clusters Score -1358874 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1359144.250000 Penalty: 4647.895508
	Iteration 14Q: 3 clusters Score -1359144 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1359376.250000 Penalty: 4647.895508
	Iteration 15Q: 3 clusters Score -1359376 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1359511.875000 Penalty: 4647.895508
	Iteration 16Q: 3 clusters Score -1359512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1359600.000000 Penalty: 4647.895508
	Iteration 17Q: 3 clusters Score -1359600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1359642.625000 Penalty: 4647.895508
	Iteration 18Q: 3 clusters Score -1359643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1359664.375000 Penalty: 4647.895508
	Iteration 19Q: 3 clusters Score -1359664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1359685.750000 Penalty: 4647.895508
	Iteration 20F: 3 clusters Score -1359686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1359700.750000 Penalty: 4647.895508
	Iteration 21Q: 3 clusters Score -1359701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1359708.375000 Penalty: 4647.895508
	Iteration 22Q: 3 clusters Score -1359708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1359712.500000 Penalty: 4647.895508
	Iteration 23Q: 3 clusters Score -1359712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1359716.875000 Penalty: 4647.895508
	Iteration 24Q: 3 clusters Score -1359717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1359720.375000 Penalty: 4647.895508
	Iteration 25Q: 3 clusters Score -1359720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1359719.375000 Penalty: 4647.895508
	Iteration 26Q: 3 clusters Score -1359719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1359720.500000 Penalty: 4647.895508
	Iteration 27Q: 3 clusters Score -1359720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1359721.375000 Penalty: 4647.895508
	Iteration 28Q: 3 clusters Score -1359721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1359721.375000 Penalty: 4647.895508
	Iteration 29F: 3 clusters Score -1359721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -863450.000000 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -863450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -856713.062500 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -856713.1 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -858953.312500 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -858953.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -859591.625000 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -859591.6 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -860221.125000 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -860221.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -860744.937500 Penalty: 4495.305664
	Iteration 4F: 3 clusters Score -860744.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -861149.500000 Penalty: 4495.305664
	Iteration 5F: 3 clusters Score -861149.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -861452.312500 Penalty: 4495.305664
	Iteration 6F: 3 clusters Score -861452.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -861684.375000 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -861684.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -861888.437500 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -861888.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -862059.000000 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -862059 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -862188.500000 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -862188.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -862283.062500 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -862283.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -862360.875000 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -862360.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -862410.625000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -862410.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -862449.062500 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -862449.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -862490.875000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -862490.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -862516.687500 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -862516.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -862536.750000 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -862536.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -862556.687500 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -862556.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -862569.250000 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -862569.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -862580.250000 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -862580.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -862588.062500 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -862588.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -862593.000000 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -862593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -862603.875000 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -862603.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -862606.937500 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -862606.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -862614.250000 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -862614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -862617.062500 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -862617.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -862622.125000 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -862622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -862625.125000 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -862625.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -862625.062500 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -862625.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -862626.437500 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -862626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -862625.625000 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -862625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -862626.375000 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -862626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -862626.500000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -862626.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -862628.125000 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -862628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -862628.687500 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -862628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -862628.625000 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -862628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -862629.000000 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -862629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -862628.187500 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -862628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -862628.625000 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -862628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -862627.562500 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -862627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -862629.937500 Penalty: 4495.305664
	Iteration 41Q: 3 clusters Score -862629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -862629.125000 Penalty: 4495.305664
	Iteration 42Q: 3 clusters Score -862629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -862630.625000 Penalty: 4495.305664
	Iteration 43Q: 3 clusters Score -862630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -862630.625000 Penalty: 4495.305664
	Iteration 44F: 3 clusters Score -862630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -560292.062500 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -560292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -555775.937500 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -555775.9 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -556979.312500 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -556979.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -557280.000000 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -557280 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -557508.625000 Penalty: 4218.640625
	Iteration 3F: 3 clusters Score -557508.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -557702.812500 Penalty: 4218.640625
	Iteration 4F: 3 clusters Score -557702.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -557840.250000 Penalty: 4218.640625
	Iteration 5Q: 3 clusters Score -557840.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -557938.750000 Penalty: 4218.640625
	Iteration 6Q: 3 clusters Score -557938.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -558024.125000 Penalty: 4218.640625
	Iteration 7Q: 3 clusters Score -558024.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -558091.562500 Penalty: 4218.640625
	Iteration 8Q: 3 clusters Score -558091.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -558156.500000 Penalty: 4218.640625
	Iteration 9Q: 3 clusters Score -558156.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -558213.250000 Penalty: 4218.640625
	Iteration 10Q: 3 clusters Score -558213.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -558266.625000 Penalty: 4218.640625
	Iteration 11Q: 3 clusters Score -558266.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -558323.562500 Penalty: 4218.640625
	Iteration 12Q: 3 clusters Score -558323.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -558386.062500 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -558386.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -558433.375000 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -558433.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -558492.750000 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -558492.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -558564.812500 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -558564.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -558647.625000 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -558647.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -558739.812500 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -558739.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -558822.312500 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -558822.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -558942.812500 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -558942.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -559064.000000 Penalty: 4218.640625
	Iteration 21Q: 3 clusters Score -559064 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -559167.562500 Penalty: 4218.640625
	Iteration 22Q: 3 clusters Score -559167.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -559229.687500 Penalty: 4218.640625
	Iteration 23Q: 3 clusters Score -559229.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -559263.000000 Penalty: 4218.640625
	Iteration 24Q: 3 clusters Score -559263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -559285.750000 Penalty: 4218.640625
	Iteration 25Q: 3 clusters Score -559285.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -559303.125000 Penalty: 4218.640625
	Iteration 26Q: 3 clusters Score -559303.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -559319.562500 Penalty: 4218.640625
	Iteration 27Q: 3 clusters Score -559319.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -559336.750000 Penalty: 4218.640625
	Iteration 28Q: 3 clusters Score -559336.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -559355.625000 Penalty: 4218.640625
	Iteration 29Q: 3 clusters Score -559355.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -559375.500000 Penalty: 4218.640625
	Iteration 30Q: 3 clusters Score -559375.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -559391.312500 Penalty: 4218.640625
	Iteration 31Q: 3 clusters Score -559391.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -559404.812500 Penalty: 4218.640625
	Iteration 32Q: 3 clusters Score -559404.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -559416.937500 Penalty: 4218.640625
	Iteration 33Q: 3 clusters Score -559416.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -559427.750000 Penalty: 4218.640625
	Iteration 34Q: 3 clusters Score -559427.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -559438.375000 Penalty: 4218.640625
	Iteration 35Q: 3 clusters Score -559438.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -559447.125000 Penalty: 4218.640625
	Iteration 36Q: 3 clusters Score -559447.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -559451.187500 Penalty: 4218.640625
	Iteration 37Q: 3 clusters Score -559451.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -559459.062500 Penalty: 4218.640625
	Iteration 38Q: 3 clusters Score -559459.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -559463.062500 Penalty: 4218.640625
	Iteration 39Q: 3 clusters Score -559463.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -559465.625000 Penalty: 4218.640625
	Iteration 40F: 3 clusters Score -559465.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -559470.187500 Penalty: 4218.640625
	Iteration 41Q: 3 clusters Score -559470.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -559473.000000 Penalty: 4218.640625
	Iteration 42Q: 3 clusters Score -559473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -559476.375000 Penalty: 4218.640625
	Iteration 43Q: 3 clusters Score -559476.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -559480.625000 Penalty: 4218.640625
	Iteration 44Q: 3 clusters Score -559480.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -559486.875000 Penalty: 4218.640625
	Iteration 45Q: 3 clusters Score -559486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -559491.750000 Penalty: 4218.640625
	Iteration 46Q: 3 clusters Score -559491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -559497.312500 Penalty: 4218.640625
	Iteration 47Q: 3 clusters Score -559497.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -559501.437500 Penalty: 4218.640625
	Iteration 48Q: 3 clusters Score -559501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -559510.750000 Penalty: 4218.640625
	Iteration 49Q: 3 clusters Score -559510.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -559524.187500 Penalty: 4218.640625
	Iteration 50Q: 3 clusters Score -559524.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -559539.937500 Penalty: 4218.640625
	Iteration 51Q: 3 clusters Score -559539.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -559554.562500 Penalty: 4218.640625
	Iteration 52Q: 3 clusters Score -559554.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -559572.750000 Penalty: 4218.640625
	Iteration 53Q: 3 clusters Score -559572.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -559600.437500 Penalty: 4218.640625
	Iteration 54Q: 3 clusters Score -559600.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -559636.125000 Penalty: 4218.640625
	Iteration 55Q: 3 clusters Score -559636.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -559665.812500 Penalty: 4218.640625
	Iteration 56Q: 3 clusters Score -559665.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -559694.250000 Penalty: 4218.640625
	Iteration 57Q: 3 clusters Score -559694.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -559753.000000 Penalty: 4218.640625
	Iteration 58Q: 3 clusters Score -559753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -559811.625000 Penalty: 4218.640625
	Iteration 59Q: 3 clusters Score -559811.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -559852.187500 Penalty: 4218.640625
	Iteration 60F: 3 clusters Score -559852.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -559879.875000 Penalty: 4218.640625
	Iteration 61Q: 3 clusters Score -559879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -559885.125000 Penalty: 4218.640625
	Iteration 62Q: 3 clusters Score -559885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -559887.062500 Penalty: 4218.640625
	Iteration 63Q: 3 clusters Score -559887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -559890.062500 Penalty: 4218.640625
	Iteration 64Q: 3 clusters Score -559890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -559889.875000 Penalty: 4218.640625
	Iteration 65Q: 3 clusters Score -559889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -559889.875000 Penalty: 4218.640625
	Iteration 66F: 3 clusters Score -559889.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (190054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190054 members 
Entering Unmasked Estep 
Score: -22165578.000000 Penalty: 3014.455811
	Iteration 0F: 2 clusters Score -2.216558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94904 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -22040382.000000 Penalty: 6028.911621
	Iteration 0F: 3 clusters Score -2.204038e+07 nChanged 91190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -22093670.000000 Penalty: 6028.911621
	Iteration 1F: 3 clusters Score -2.209367e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -22095036.000000 Penalty: 6028.911621
	Iteration 2Q: 3 clusters Score -2.209504e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 102897 members 
Entering Unmasked Estep 
Score: -22096900.000000 Penalty: 6028.911621
	Iteration 3Q: 3 clusters Score -2.20969e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -22099568.000000 Penalty: 6028.911621
	Iteration 4Q: 3 clusters Score -2.209957e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 114169 members 
Entering Unmasked Estep 
Score: -22103762.000000 Penalty: 6028.911621
	Iteration 5Q: 3 clusters Score -2.210376e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 123451 members 
Entering Unmasked Estep 
Score: -22110062.000000 Penalty: 6028.911621
	Iteration 6F: 3 clusters Score -2.211006e+07 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
Score: -22118512.000000 Penalty: 6028.911621
	Iteration 7F: 3 clusters Score -2.211851e+07 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 147777 members 
Entering Unmasked Estep 
Score: -22129066.000000 Penalty: 6028.911621
	Iteration 8F: 3 clusters Score -2.212907e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 160619 members 
Entering Unmasked Estep 
Score: -22140148.000000 Penalty: 6028.911621
	Iteration 9F: 3 clusters Score -2.214015e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -22149436.000000 Penalty: 6028.911621
	Iteration 10F: 3 clusters Score -2.214944e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 178708 members 
Entering Unmasked Estep 
Score: -22155378.000000 Penalty: 6028.911621
	Iteration 11Q: 3 clusters Score -2.215538e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 183309 members 
Entering Unmasked Estep 
Score: -22158988.000000 Penalty: 6028.911621
	Iteration 12Q: 3 clusters Score -2.215899e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 185851 members 
Entering Unmasked Estep 
Score: -22160570.000000 Penalty: 6028.911621
	Iteration 13Q: 3 clusters Score -2.216057e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 187306 members 
Entering Unmasked Estep 
Score: -22161512.000000 Penalty: 6028.911621
	Iteration 14Q: 3 clusters Score -2.216151e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 188099 members 
Entering Unmasked Estep 
Score: -22162088.000000 Penalty: 6028.911621
	Iteration 15Q: 3 clusters Score -2.216209e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 188571 members 
Entering Unmasked Estep 
Score: -22162462.000000 Penalty: 6028.911621
	Iteration 16Q: 3 clusters Score -2.216246e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 188851 members 
Entering Unmasked Estep 
Score: -22162650.000000 Penalty: 6028.911621
	Iteration 17Q: 3 clusters Score -2.216265e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 189032 members 
Entering Unmasked Estep 
Score: -22162748.000000 Penalty: 6028.911621
	Iteration 18Q: 3 clusters Score -2.216275e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 189139 members 
Entering Unmasked Estep 
Score: -22162846.000000 Penalty: 6028.911621
	Iteration 19Q: 3 clusters Score -2.216285e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 189208 members 
Entering Unmasked Estep 
Score: -22162860.000000 Penalty: 6028.911621
	Iteration 20F: 3 clusters Score -2.216286e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 189251 members 
Entering Unmasked Estep 
Score: -22162890.000000 Penalty: 6028.911621
	Iteration 21Q: 3 clusters Score -2.216289e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 189284 members 
Entering Unmasked Estep 
Score: -22162916.000000 Penalty: 6028.911621
	Iteration 22Q: 3 clusters Score -2.216292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 189308 members 
Entering Unmasked Estep 
Score: -22162924.000000 Penalty: 6028.911621
	Iteration 23Q: 3 clusters Score -2.216292e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 189330 members 
Entering Unmasked Estep 
Score: -22162964.000000 Penalty: 6028.911621
	Iteration 24Q: 3 clusters Score -2.216296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 189342 members 
Entering Unmasked Estep 
Score: -22162970.000000 Penalty: 6028.911621
	Iteration 25Q: 3 clusters Score -2.216297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 189353 members 
Entering Unmasked Estep 
Score: -22162982.000000 Penalty: 6028.911621
	Iteration 26Q: 3 clusters Score -2.216298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 189365 members 
Entering Unmasked Estep 
Score: -22162996.000000 Penalty: 6028.911621
	Iteration 27Q: 3 clusters Score -2.2163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 189375 members 
Entering Unmasked Estep 
Score: -22163016.000000 Penalty: 6028.911621
	Iteration 28Q: 3 clusters Score -2.216302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 189386 members 
Entering Unmasked Estep 
Score: -22163008.000000 Penalty: 6028.911621
	Iteration 29Q: 3 clusters Score -2.216301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 189398 members 
Entering Unmasked Estep 
Score: -22163030.000000 Penalty: 6028.911621
	Iteration 30Q: 3 clusters Score -2.216303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 189406 members 
Entering Unmasked Estep 
Score: -22163038.000000 Penalty: 6028.911621
	Iteration 31Q: 3 clusters Score -2.216304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 189413 members 
Entering Unmasked Estep 
Score: -22163046.000000 Penalty: 6028.911621
	Iteration 32Q: 3 clusters Score -2.216305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 189418 members 
Entering Unmasked Estep 
Score: -22163026.000000 Penalty: 6028.911621
	Iteration 33Q: 3 clusters Score -2.216303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 189421 members 
Entering Unmasked Estep 
Score: -22163030.000000 Penalty: 6028.911621
	Iteration 34Q: 3 clusters Score -2.216303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 189424 members 
Entering Unmasked Estep 
Score: -22163036.000000 Penalty: 6028.911621
	Iteration 35Q: 3 clusters Score -2.216304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 189427 members 
Entering Unmasked Estep 
Score: -22163038.000000 Penalty: 6028.911621
	Iteration 36Q: 3 clusters Score -2.216304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 189430 members 
Entering Unmasked Estep 
Score: -22163058.000000 Penalty: 6028.911621
	Iteration 37Q: 3 clusters Score -2.216306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 189432 members 
Entering Unmasked Estep 
Score: -22163052.000000 Penalty: 6028.911621
	Iteration 38Q: 3 clusters Score -2.216305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 189432 members 
Entering Unmasked Estep 
Score: -22163052.000000 Penalty: 6028.911621
	Iteration 39F: 3 clusters Score -2.216305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -645803.625000 Penalty: 2139.437744
	Iteration 0F: 2 clusters Score -645803.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -640938.375000 Penalty: 4278.875488
	Iteration 0F: 3 clusters Score -640938.4 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -642116.750000 Penalty: 4278.875488
	Iteration 1F: 3 clusters Score -642116.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -642378.250000 Penalty: 4278.875488
	Iteration 2F: 3 clusters Score -642378.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -642558.312500 Penalty: 4278.875488
	Iteration 3F: 3 clusters Score -642558.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -642685.000000 Penalty: 4278.875488
	Iteration 4Q: 3 clusters Score -642685 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -642819.562500 Penalty: 4278.875488
	Iteration 5Q: 3 clusters Score -642819.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -642956.500000 Penalty: 4278.875488
	Iteration 6Q: 3 clusters Score -642956.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -643104.125000 Penalty: 4278.875488
	Iteration 7Q: 3 clusters Score -643104.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -643275.687500 Penalty: 4278.875488
	Iteration 8Q: 3 clusters Score -643275.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -643484.500000 Penalty: 4278.875488
	Iteration 9Q: 3 clusters Score -643484.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -643699.500000 Penalty: 4278.875488
	Iteration 10Q: 3 clusters Score -643699.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -643897.812500 Penalty: 4278.875488
	Iteration 11Q: 3 clusters Score -643897.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -644030.687500 Penalty: 4278.875488
	Iteration 12Q: 3 clusters Score -644030.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -644112.250000 Penalty: 4278.875488
	Iteration 13Q: 3 clusters Score -644112.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -644166.687500 Penalty: 4278.875488
	Iteration 14Q: 3 clusters Score -644166.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -644207.187500 Penalty: 4278.875488
	Iteration 15Q: 3 clusters Score -644207.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -644234.312500 Penalty: 4278.875488
	Iteration 16Q: 3 clusters Score -644234.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -644250.937500 Penalty: 4278.875488
	Iteration 17Q: 3 clusters Score -644250.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -644260.312500 Penalty: 4278.875488
	Iteration 18Q: 3 clusters Score -644260.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -644270.125000 Penalty: 4278.875488
	Iteration 19Q: 3 clusters Score -644270.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -644277.187500 Penalty: 4278.875488
	Iteration 20F: 3 clusters Score -644277.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -644283.250000 Penalty: 4278.875488
	Iteration 21Q: 3 clusters Score -644283.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -644289.375000 Penalty: 4278.875488
	Iteration 22Q: 3 clusters Score -644289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -644291.500000 Penalty: 4278.875488
	Iteration 23Q: 3 clusters Score -644291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -644295.500000 Penalty: 4278.875488
	Iteration 24Q: 3 clusters Score -644295.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -644295.500000 Penalty: 4278.875488
	Iteration 25Q: 3 clusters Score -644295.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -644297.875000 Penalty: 4278.875488
	Iteration 26Q: 3 clusters Score -644297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -644296.875000 Penalty: 4278.875488
	Iteration 27Q: 3 clusters Score -644296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -644296.875000 Penalty: 4278.875488
	Iteration 28F: 3 clusters Score -644296.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Entering Unmasked Estep 
Score: -1535111.625000 Penalty: 2355.186768
	Iteration 0F: 2 clusters Score -1535112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1525341.625000 Penalty: 4710.373535
	Iteration 0F: 3 clusters Score -1525342 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1528825.375000 Penalty: 4710.373535
	Iteration 1F: 3 clusters Score -1528825 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1529745.250000 Penalty: 4710.373535
	Iteration 2F: 3 clusters Score -1529745 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1530698.000000 Penalty: 4710.373535
	Iteration 3F: 3 clusters Score -1530698 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1531671.250000 Penalty: 4710.373535
	Iteration 4F: 3 clusters Score -1531671 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1532543.250000 Penalty: 4710.373535
	Iteration 5F: 3 clusters Score -1532543 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1533237.750000 Penalty: 4710.373535
	Iteration 6F: 3 clusters Score -1533238 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1533735.250000 Penalty: 4710.373535
	Iteration 7Q: 3 clusters Score -1533735 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1534089.625000 Penalty: 4710.373535
	Iteration 8Q: 3 clusters Score -1534090 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1534298.875000 Penalty: 4710.373535
	Iteration 9Q: 3 clusters Score -1534299 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1534420.125000 Penalty: 4710.373535
	Iteration 10Q: 3 clusters Score -1534420 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1534510.000000 Penalty: 4710.373535
	Iteration 11Q: 3 clusters Score -1534510 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1534575.750000 Penalty: 4710.373535
	Iteration 12Q: 3 clusters Score -1534576 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1534628.500000 Penalty: 4710.373535
	Iteration 13Q: 3 clusters Score -1534628 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1534674.875000 Penalty: 4710.373535
	Iteration 14Q: 3 clusters Score -1534675 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1534722.625000 Penalty: 4710.373535
	Iteration 15Q: 3 clusters Score -1534723 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1534756.875000 Penalty: 4710.373535
	Iteration 16Q: 3 clusters Score -1534757 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1534776.375000 Penalty: 4710.373535
	Iteration 17Q: 3 clusters Score -1534776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1534803.750000 Penalty: 4710.373535
	Iteration 18Q: 3 clusters Score -1534804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1534836.500000 Penalty: 4710.373535
	Iteration 19Q: 3 clusters Score -1534836 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1534865.500000 Penalty: 4710.373535
	Iteration 20F: 3 clusters Score -1534866 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1534892.375000 Penalty: 4710.373535
	Iteration 21Q: 3 clusters Score -1534892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1534910.750000 Penalty: 4710.373535
	Iteration 22Q: 3 clusters Score -1534911 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1534939.625000 Penalty: 4710.373535
	Iteration 23Q: 3 clusters Score -1534940 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1534976.500000 Penalty: 4710.373535
	Iteration 24Q: 3 clusters Score -1534976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1534997.125000 Penalty: 4710.373535
	Iteration 25Q: 3 clusters Score -1534997 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1535018.625000 Penalty: 4710.373535
	Iteration 26Q: 3 clusters Score -1535019 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1535030.375000 Penalty: 4710.373535
	Iteration 27Q: 3 clusters Score -1535030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1535037.250000 Penalty: 4710.373535
	Iteration 28Q: 3 clusters Score -1535037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1535053.875000 Penalty: 4710.373535
	Iteration 29Q: 3 clusters Score -1535054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1535067.125000 Penalty: 4710.373535
	Iteration 30Q: 3 clusters Score -1535067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1535071.500000 Penalty: 4710.373535
	Iteration 31Q: 3 clusters Score -1535072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1535080.875000 Penalty: 4710.373535
	Iteration 32Q: 3 clusters Score -1535081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1535093.875000 Penalty: 4710.373535
	Iteration 33Q: 3 clusters Score -1535094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1535099.875000 Penalty: 4710.373535
	Iteration 34Q: 3 clusters Score -1535100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1535111.875000 Penalty: 4710.373535
	Iteration 35Q: 3 clusters Score -1535112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1535115.125000 Penalty: 4710.373535
	Iteration 36Q: 3 clusters Score -1535115 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1535126.500000 Penalty: 4710.373535
	Iteration 37Q: 3 clusters Score -1535126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1535133.125000 Penalty: 4710.373535
	Iteration 38Q: 3 clusters Score -1535133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1535149.000000 Penalty: 4710.373535
	Iteration 39Q: 3 clusters Score -1535149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1535151.125000 Penalty: 4710.373535
	Iteration 40F: 3 clusters Score -1535151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1535162.250000 Penalty: 4710.373535
	Iteration 41Q: 3 clusters Score -1535162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1535162.625000 Penalty: 4710.373535
	Iteration 42Q: 3 clusters Score -1535163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1535162.625000 Penalty: 4710.373535
	Iteration 43Q: 3 clusters Score -1535163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1535174.375000 Penalty: 4710.373535
	Iteration 44Q: 3 clusters Score -1535174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1535187.750000 Penalty: 4710.373535
	Iteration 45Q: 3 clusters Score -1535188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1535184.625000 Penalty: 4710.373535
	Iteration 46Q: 3 clusters Score -1535185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1535195.875000 Penalty: 4710.373535
	Iteration 47Q: 3 clusters Score -1535196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1535193.750000 Penalty: 4710.373535
	Iteration 48Q: 3 clusters Score -1535194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1535197.500000 Penalty: 4710.373535
	Iteration 49Q: 3 clusters Score -1535198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1535198.875000 Penalty: 4710.373535
	Iteration 50Q: 3 clusters Score -1535199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1535199.750000 Penalty: 4710.373535
	Iteration 51Q: 3 clusters Score -1535200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1535206.125000 Penalty: 4710.373535
	Iteration 52Q: 3 clusters Score -1535206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1535207.875000 Penalty: 4710.373535
	Iteration 53Q: 3 clusters Score -1535208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1535210.125000 Penalty: 4710.373535
	Iteration 54Q: 3 clusters Score -1535210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1535216.125000 Penalty: 4710.373535
	Iteration 55Q: 3 clusters Score -1535216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1535217.125000 Penalty: 4710.373535
	Iteration 56Q: 3 clusters Score -1535217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1535219.625000 Penalty: 4710.373535
	Iteration 57Q: 3 clusters Score -1535220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1535218.125000 Penalty: 4710.373535
	Iteration 58Q: 3 clusters Score -1535218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1535221.375000 Penalty: 4710.373535
	Iteration 59Q: 3 clusters Score -1535221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1535221.250000 Penalty: 4710.373535
	Iteration 60F: 3 clusters Score -1535221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1535224.625000 Penalty: 4710.373535
	Iteration 61Q: 3 clusters Score -1535225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1535223.875000 Penalty: 4710.373535
	Iteration 62Q: 3 clusters Score -1535224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1535223.875000 Penalty: 4710.373535
	Iteration 63Q: 3 clusters Score -1535224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1535226.625000 Penalty: 4710.373535
	Iteration 64Q: 3 clusters Score -1535227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1535226.125000 Penalty: 4710.373535
	Iteration 65Q: 3 clusters Score -1535226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1535225.125000 Penalty: 4710.373535
	Iteration 66Q: 3 clusters Score -1535225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1535224.000000 Penalty: 4710.373535
	Iteration 67Q: 3 clusters Score -1535224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1535224.375000 Penalty: 4710.373535
	Iteration 68Q: 3 clusters Score -1535224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1535224.875000 Penalty: 4710.373535
	Iteration 69Q: 3 clusters Score -1535225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1535226.125000 Penalty: 4710.373535
	Iteration 70Q: 3 clusters Score -1535226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1535227.250000 Penalty: 4710.373535
	Iteration 71Q: 3 clusters Score -1535227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1535225.250000 Penalty: 4710.373535
	Iteration 72Q: 3 clusters Score -1535225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1535229.875000 Penalty: 4710.373535
	Iteration 73Q: 3 clusters Score -1535230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1535235.625000 Penalty: 4710.373535
	Iteration 74Q: 3 clusters Score -1535236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1535235.250000 Penalty: 4710.373535
	Iteration 75Q: 3 clusters Score -1535235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1535235.375000 Penalty: 4710.373535
	Iteration 76Q: 3 clusters Score -1535235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1535235.375000 Penalty: 4710.373535
	Iteration 77F: 3 clusters Score -1535235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 7088 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Mstep: Class 67 contains 6228 members 
Entering Unmasked Estep 
Score: -133774056.000000 Penalty: 232283.140625
Splitting cluster 21 changes total score from -133775080.000000 to -133774056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (27355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Entering Unmasked Estep 
Score: -2981441.750000 Penalty: 2533.730469
	Iteration 0F: 2 clusters Score -2981442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2962543.750000 Penalty: 5067.460938
	Iteration 0F: 3 clusters Score -2962544 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2969673.000000 Penalty: 5067.460938
	Iteration 1F: 3 clusters Score -2969673 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2970745.000000 Penalty: 5067.460938
	Iteration 2F: 3 clusters Score -2970745 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2971995.000000 Penalty: 5067.460938
	Iteration 3F: 3 clusters Score -2971995 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2973211.000000 Penalty: 5067.460938
	Iteration 4F: 3 clusters Score -2973211 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2974290.750000 Penalty: 5067.460938
	Iteration 5F: 3 clusters Score -2974291 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2975243.500000 Penalty: 5067.460938
	Iteration 6F: 3 clusters Score -2975244 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2975993.000000 Penalty: 5067.460938
	Iteration 7Q: 3 clusters Score -2975993 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2976535.500000 Penalty: 5067.460938
	Iteration 8Q: 3 clusters Score -2976536 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2976957.250000 Penalty: 5067.460938
	Iteration 9Q: 3 clusters Score -2976957 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2977290.750000 Penalty: 5067.460938
	Iteration 10Q: 3 clusters Score -2977291 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2977614.250000 Penalty: 5067.460938
	Iteration 11Q: 3 clusters Score -2977614 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2977901.750000 Penalty: 5067.460938
	Iteration 12Q: 3 clusters Score -2977902 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2978173.500000 Penalty: 5067.460938
	Iteration 13Q: 3 clusters Score -2978174 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2978414.500000 Penalty: 5067.460938
	Iteration 14Q: 3 clusters Score -2978414 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2978649.000000 Penalty: 5067.460938
	Iteration 15Q: 3 clusters Score -2978649 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2978855.500000 Penalty: 5067.460938
	Iteration 16Q: 3 clusters Score -2978856 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -2979047.250000 Penalty: 5067.460938
	Iteration 17Q: 3 clusters Score -2979047 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -2979217.000000 Penalty: 5067.460938
	Iteration 18Q: 3 clusters Score -2979217 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2979372.500000 Penalty: 5067.460938
	Iteration 19Q: 3 clusters Score -2979372 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2979473.000000 Penalty: 5067.460938
	Iteration 20F: 3 clusters Score -2979473 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2979559.000000 Penalty: 5067.460938
	Iteration 21Q: 3 clusters Score -2979559 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -2979638.500000 Penalty: 5067.460938
	Iteration 22Q: 3 clusters Score -2979638 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -2979715.000000 Penalty: 5067.460938
	Iteration 23Q: 3 clusters Score -2979715 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -2979764.500000 Penalty: 5067.460938
	Iteration 24Q: 3 clusters Score -2979764 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2979789.250000 Penalty: 5067.460938
	Iteration 25Q: 3 clusters Score -2979789 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -2979825.750000 Penalty: 5067.460938
	Iteration 26Q: 3 clusters Score -2979826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -2979841.750000 Penalty: 5067.460938
	Iteration 27Q: 3 clusters Score -2979842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -2979862.750000 Penalty: 5067.460938
	Iteration 28Q: 3 clusters Score -2979863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2979869.500000 Penalty: 5067.460938
	Iteration 29Q: 3 clusters Score -2979870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2979900.000000 Penalty: 5067.460938
	Iteration 30Q: 3 clusters Score -2979900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -2979907.500000 Penalty: 5067.460938
	Iteration 31Q: 3 clusters Score -2979908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -2979912.500000 Penalty: 5067.460938
	Iteration 32Q: 3 clusters Score -2979912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2979940.250000 Penalty: 5067.460938
	Iteration 33Q: 3 clusters Score -2979940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2979948.250000 Penalty: 5067.460938
	Iteration 34Q: 3 clusters Score -2979948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -2979965.000000 Penalty: 5067.460938
	Iteration 35Q: 3 clusters Score -2979965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -2979967.000000 Penalty: 5067.460938
	Iteration 36Q: 3 clusters Score -2979967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -2979972.250000 Penalty: 5067.460938
	Iteration 37Q: 3 clusters Score -2979972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -2979979.750000 Penalty: 5067.460938
	Iteration 38Q: 3 clusters Score -2979980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -2979981.750000 Penalty: 5067.460938
	Iteration 39Q: 3 clusters Score -2979982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2979986.750000 Penalty: 5067.460938
	Iteration 40F: 3 clusters Score -2979987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2979993.000000 Penalty: 5067.460938
	Iteration 41Q: 3 clusters Score -2979993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -2979996.750000 Penalty: 5067.460938
	Iteration 42Q: 3 clusters Score -2979997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -2979991.750000 Penalty: 5067.460938
	Iteration 43Q: 3 clusters Score -2979992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -2979999.500000 Penalty: 5067.460938
	Iteration 44Q: 3 clusters Score -2980000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -2979998.250000 Penalty: 5067.460938
	Iteration 45Q: 3 clusters Score -2979998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -2979998.250000 Penalty: 5067.460938
	Iteration 46F: 3 clusters Score -2979998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Entering Unmasked Estep 
Score: -3645018.500000 Penalty: 2564.784180
	Iteration 0F: 2 clusters Score -3645018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3623752.750000 Penalty: 5129.568359
	Iteration 0F: 3 clusters Score -3623753 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3631769.500000 Penalty: 5129.568359
	Iteration 1F: 3 clusters Score -3631770 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3632612.500000 Penalty: 5129.568359
	Iteration 2F: 3 clusters Score -3632612 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3633509.000000 Penalty: 5129.568359
	Iteration 3F: 3 clusters Score -3633509 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3634509.500000 Penalty: 5129.568359
	Iteration 4F: 3 clusters Score -3634510 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3635718.250000 Penalty: 5129.568359
	Iteration 5F: 3 clusters Score -3635718 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3636902.500000 Penalty: 5129.568359
	Iteration 6F: 3 clusters Score -3636902 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3638032.000000 Penalty: 5129.568359
	Iteration 7F: 3 clusters Score -3638032 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3639134.250000 Penalty: 5129.568359
	Iteration 8Q: 3 clusters Score -3639134 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3640232.250000 Penalty: 5129.568359
	Iteration 9Q: 3 clusters Score -3640232 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3641002.250000 Penalty: 5129.568359
	Iteration 10Q: 3 clusters Score -3641002 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -3641537.000000 Penalty: 5129.568359
	Iteration 11Q: 3 clusters Score -3641537 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3641850.750000 Penalty: 5129.568359
	Iteration 12Q: 3 clusters Score -3641851 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3642103.500000 Penalty: 5129.568359
	Iteration 13Q: 3 clusters Score -3642104 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3642276.000000 Penalty: 5129.568359
	Iteration 14Q: 3 clusters Score -3642276 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3642378.750000 Penalty: 5129.568359
	Iteration 15Q: 3 clusters Score -3642379 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3642488.500000 Penalty: 5129.568359
	Iteration 16Q: 3 clusters Score -3642488 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3642577.750000 Penalty: 5129.568359
	Iteration 17Q: 3 clusters Score -3642578 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3642646.500000 Penalty: 5129.568359
	Iteration 18Q: 3 clusters Score -3642646 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3642690.250000 Penalty: 5129.568359
	Iteration 19Q: 3 clusters Score -3642690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3642719.250000 Penalty: 5129.568359
	Iteration 20F: 3 clusters Score -3642719 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3642762.250000 Penalty: 5129.568359
	Iteration 21Q: 3 clusters Score -3642762 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3642789.250000 Penalty: 5129.568359
	Iteration 22Q: 3 clusters Score -3642789 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3642809.750000 Penalty: 5129.568359
	Iteration 23Q: 3 clusters Score -3642810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3642817.250000 Penalty: 5129.568359
	Iteration 24Q: 3 clusters Score -3642817 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3642818.250000 Penalty: 5129.568359
	Iteration 25Q: 3 clusters Score -3642818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3642828.250000 Penalty: 5129.568359
	Iteration 26Q: 3 clusters Score -3642828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3642834.500000 Penalty: 5129.568359
	Iteration 27Q: 3 clusters Score -3642834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3642841.500000 Penalty: 5129.568359
	Iteration 28Q: 3 clusters Score -3642842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3642841.000000 Penalty: 5129.568359
	Iteration 29Q: 3 clusters Score -3642841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3642849.000000 Penalty: 5129.568359
	Iteration 30Q: 3 clusters Score -3642849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3642852.500000 Penalty: 5129.568359
	Iteration 31Q: 3 clusters Score -3642852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3642853.250000 Penalty: 5129.568359
	Iteration 32Q: 3 clusters Score -3642853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3642867.250000 Penalty: 5129.568359
	Iteration 33Q: 3 clusters Score -3642867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3642860.250000 Penalty: 5129.568359
	Iteration 34Q: 3 clusters Score -3642860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3642861.250000 Penalty: 5129.568359
	Iteration 35Q: 3 clusters Score -3642861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3642862.750000 Penalty: 5129.568359
	Iteration 36Q: 3 clusters Score -3642863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3642865.000000 Penalty: 5129.568359
	Iteration 37Q: 3 clusters Score -3642865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3642865.250000 Penalty: 5129.568359
	Iteration 38Q: 3 clusters Score -3642865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3642868.000000 Penalty: 5129.568359
	Iteration 39Q: 3 clusters Score -3642868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3642870.750000 Penalty: 5129.568359
	Iteration 40F: 3 clusters Score -3642871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3642871.250000 Penalty: 5129.568359
	Iteration 41Q: 3 clusters Score -3642871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3642864.000000 Penalty: 5129.568359
	Iteration 42Q: 3 clusters Score -3642864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3642865.250000 Penalty: 5129.568359
	Iteration 43Q: 3 clusters Score -3642865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3642867.500000 Penalty: 5129.568359
	Iteration 44Q: 3 clusters Score -3642868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3642868.750000 Penalty: 5129.568359
	Iteration 45Q: 3 clusters Score -3642869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3642868.500000 Penalty: 5129.568359
	Iteration 46Q: 3 clusters Score -3642868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3642874.000000 Penalty: 5129.568359
	Iteration 47Q: 3 clusters Score -3642874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3642874.500000 Penalty: 5129.568359
	Iteration 48Q: 3 clusters Score -3642874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3642868.750000 Penalty: 5129.568359
	Iteration 49Q: 3 clusters Score -3642869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3642867.000000 Penalty: 5129.568359
	Iteration 50Q: 3 clusters Score -3642867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3642872.500000 Penalty: 5129.568359
	Iteration 51Q: 3 clusters Score -3642872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3642872.250000 Penalty: 5129.568359
	Iteration 52Q: 3 clusters Score -3642872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3642875.500000 Penalty: 5129.568359
	Iteration 53Q: 3 clusters Score -3642876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3642873.000000 Penalty: 5129.568359
	Iteration 54Q: 3 clusters Score -3642873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3642873.000000 Penalty: 5129.568359
	Iteration 55F: 3 clusters Score -3642873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -570339.375000 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -570339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -565816.187500 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -565816.2 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -566894.000000 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -566894 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -567140.812500 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -567140.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -567362.437500 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -567362.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -567634.500000 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -567634.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -567961.562500 Penalty: 4224.626953
	Iteration 5F: 3 clusters Score -567961.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -568326.375000 Penalty: 4224.626953
	Iteration 6F: 3 clusters Score -568326.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -568642.562500 Penalty: 4224.626953
	Iteration 7F: 3 clusters Score -568642.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -568857.187500 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -568857.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -568977.125000 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -568977.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -569046.937500 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -569046.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -569085.687500 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -569085.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -569115.875000 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -569115.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -569148.812500 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -569148.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -569174.687500 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -569174.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -569205.437500 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -569205.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -569236.812500 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -569236.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -569269.562500 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -569269.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -569311.187500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -569311.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -569355.062500 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -569355.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -569418.937500 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -569418.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -569481.312500 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -569481.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -569548.250000 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -569548.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -569620.500000 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -569620.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -569694.750000 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -569694.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -569751.000000 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -569751 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -569800.687500 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -569800.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -569830.687500 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -569830.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -569862.750000 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -569862.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -569885.687500 Penalty: 4224.626953
	Iteration 29Q: 3 clusters Score -569885.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -569898.812500 Penalty: 4224.626953
	Iteration 30Q: 3 clusters Score -569898.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -569912.250000 Penalty: 4224.626953
	Iteration 31Q: 3 clusters Score -569912.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -569921.625000 Penalty: 4224.626953
	Iteration 32Q: 3 clusters Score -569921.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -569932.125000 Penalty: 4224.626953
	Iteration 33Q: 3 clusters Score -569932.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -569932.937500 Penalty: 4224.626953
	Iteration 34Q: 3 clusters Score -569932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -569934.312500 Penalty: 4224.626953
	Iteration 35Q: 3 clusters Score -569934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -569936.250000 Penalty: 4224.626953
	Iteration 36Q: 3 clusters Score -569936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -569936.187500 Penalty: 4224.626953
	Iteration 37Q: 3 clusters Score -569936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -569936.187500 Penalty: 4224.626953
	Iteration 38F: 3 clusters Score -569936.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Entering Unmasked Estep 
Score: -2939151.250000 Penalty: 2512.404297
	Iteration 0F: 2 clusters Score -2939151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2921908.500000 Penalty: 5024.808594
	Iteration 0F: 3 clusters Score -2921908 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2927779.250000 Penalty: 5024.808594
	Iteration 1F: 3 clusters Score -2927779 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2928286.750000 Penalty: 5024.808594
	Iteration 2F: 3 clusters Score -2928287 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2928778.750000 Penalty: 5024.808594
	Iteration 3Q: 3 clusters Score -2928779 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2929377.750000 Penalty: 5024.808594
	Iteration 4Q: 3 clusters Score -2929378 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2930202.000000 Penalty: 5024.808594
	Iteration 5F: 3 clusters Score -2930202 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2931373.750000 Penalty: 5024.808594
	Iteration 6F: 3 clusters Score -2931374 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2932834.750000 Penalty: 5024.808594
	Iteration 7F: 3 clusters Score -2932835 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2934326.250000 Penalty: 5024.808594
	Iteration 8F: 3 clusters Score -2934326 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2935516.750000 Penalty: 5024.808594
	Iteration 9F: 3 clusters Score -2935517 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2936190.500000 Penalty: 5024.808594
	Iteration 10Q: 3 clusters Score -2936190 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2936520.500000 Penalty: 5024.808594
	Iteration 11Q: 3 clusters Score -2936520 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2936680.750000 Penalty: 5024.808594
	Iteration 12Q: 3 clusters Score -2936681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2936780.750000 Penalty: 5024.808594
	Iteration 13Q: 3 clusters Score -2936781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2936830.750000 Penalty: 5024.808594
	Iteration 14Q: 3 clusters Score -2936831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2936849.500000 Penalty: 5024.808594
	Iteration 15Q: 3 clusters Score -2936850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2936866.250000 Penalty: 5024.808594
	Iteration 16Q: 3 clusters Score -2936866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2936874.500000 Penalty: 5024.808594
	Iteration 17Q: 3 clusters Score -2936874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2936884.750000 Penalty: 5024.808594
	Iteration 18Q: 3 clusters Score -2936885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2936895.500000 Penalty: 5024.808594
	Iteration 19Q: 3 clusters Score -2936896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2936899.500000 Penalty: 5024.808594
	Iteration 20F: 3 clusters Score -2936900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2936899.500000 Penalty: 5024.808594
	Iteration 21Q: 3 clusters Score -2936900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2936899.750000 Penalty: 5024.808594
	Iteration 22Q: 3 clusters Score -2936900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2936899.250000 Penalty: 5024.808594
	Iteration 23Q: 3 clusters Score -2936899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2936901.250000 Penalty: 5024.808594
	Iteration 24Q: 3 clusters Score -2936901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2936901.250000 Penalty: 5024.808594
	Iteration 25F: 3 clusters Score -2936901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -142163.812500 Penalty: 1729.206299
	Iteration 0F: 2 clusters Score -142163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -140332.859375 Penalty: 3458.412598
	Iteration 0F: 3 clusters Score -140332.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141214.625000 Penalty: 3458.412598
	Iteration 1F: 3 clusters Score -141214.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -141675.406250 Penalty: 3458.412598
	Iteration 2F: 3 clusters Score -141675.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -141984.250000 Penalty: 3458.412598
	Iteration 3F: 3 clusters Score -141984.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -142133.750000 Penalty: 3458.412598
	Iteration 4Q: 3 clusters Score -142133.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -142266.515625 Penalty: 3458.412598
	Iteration 5Q: 3 clusters Score -142266.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -142353.500000 Penalty: 3458.412598
	Iteration 6Q: 3 clusters Score -142353.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -142376.203125 Penalty: 3458.412598
	Iteration 7Q: 3 clusters Score -142376.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -142382.140625 Penalty: 3458.412598
	Iteration 8Q: 3 clusters Score -142382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -142392.781250 Penalty: 3458.412598
	Iteration 9Q: 3 clusters Score -142392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -142396.468750 Penalty: 3458.412598
	Iteration 10Q: 3 clusters Score -142396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -142397.843750 Penalty: 3458.412598
	Iteration 11Q: 3 clusters Score -142397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -142404.765625 Penalty: 3458.412598
	Iteration 12Q: 3 clusters Score -142404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -142404.765625 Penalty: 3458.412598
	Iteration 13F: 3 clusters Score -142404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 719 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Mstep: Class 67 contains 348 members 
Entering Unmasked Estep 
Score: -133773600.000000 Penalty: 232283.140625
Splitting cluster 26 changes total score from -133775080.000000 to -133773600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -752492.500000 Penalty: 2172.631104
	Iteration 0F: 2 clusters Score -752492.5 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 3158 members 
Entering Unmasked Estep 
Score: -747043.750000 Penalty: 4345.262207
	Iteration 0F: 3 clusters Score -747043.8 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -748426.562500 Penalty: 4345.262207
	Iteration 1F: 3 clusters Score -748426.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -748690.000000 Penalty: 4345.262207
	Iteration 2F: 3 clusters Score -748690 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -748891.062500 Penalty: 4345.262207
	Iteration 3F: 3 clusters Score -748891.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -749081.437500 Penalty: 4345.262207
	Iteration 4Q: 3 clusters Score -749081.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -749303.437500 Penalty: 4345.262207
	Iteration 5Q: 3 clusters Score -749303.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -749550.375000 Penalty: 4345.262207
	Iteration 6Q: 3 clusters Score -749550.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -749857.875000 Penalty: 4345.262207
	Iteration 7F: 3 clusters Score -749857.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -750164.750000 Penalty: 4345.262207
	Iteration 8F: 3 clusters Score -750164.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -750430.437500 Penalty: 4345.262207
	Iteration 9Q: 3 clusters Score -750430.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -750635.687500 Penalty: 4345.262207
	Iteration 10Q: 3 clusters Score -750635.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -750764.437500 Penalty: 4345.262207
	Iteration 11Q: 3 clusters Score -750764.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -750851.937500 Penalty: 4345.262207
	Iteration 12Q: 3 clusters Score -750851.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -750913.562500 Penalty: 4345.262207
	Iteration 13Q: 3 clusters Score -750913.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -750965.812500 Penalty: 4345.262207
	Iteration 14Q: 3 clusters Score -750965.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -751018.062500 Penalty: 4345.262207
	Iteration 15Q: 3 clusters Score -751018.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -751073.750000 Penalty: 4345.262207
	Iteration 16Q: 3 clusters Score -751073.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -751116.312500 Penalty: 4345.262207
	Iteration 17Q: 3 clusters Score -751116.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -751155.125000 Penalty: 4345.262207
	Iteration 18Q: 3 clusters Score -751155.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -751200.000000 Penalty: 4345.262207
	Iteration 19Q: 3 clusters Score -751200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -751230.937500 Penalty: 4345.262207
	Iteration 20F: 3 clusters Score -751230.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -751266.875000 Penalty: 4345.262207
	Iteration 21Q: 3 clusters Score -751266.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -751300.187500 Penalty: 4345.262207
	Iteration 22Q: 3 clusters Score -751300.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -751342.500000 Penalty: 4345.262207
	Iteration 23Q: 3 clusters Score -751342.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -751390.062500 Penalty: 4345.262207
	Iteration 24Q: 3 clusters Score -751390.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -751434.312500 Penalty: 4345.262207
	Iteration 25Q: 3 clusters Score -751434.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -751458.500000 Penalty: 4345.262207
	Iteration 26Q: 3 clusters Score -751458.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -751478.562500 Penalty: 4345.262207
	Iteration 27Q: 3 clusters Score -751478.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -751495.562500 Penalty: 4345.262207
	Iteration 28Q: 3 clusters Score -751495.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -751515.437500 Penalty: 4345.262207
	Iteration 29Q: 3 clusters Score -751515.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -751528.437500 Penalty: 4345.262207
	Iteration 30Q: 3 clusters Score -751528.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -751541.062500 Penalty: 4345.262207
	Iteration 31Q: 3 clusters Score -751541.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -751543.562500 Penalty: 4345.262207
	Iteration 32Q: 3 clusters Score -751543.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -751549.500000 Penalty: 4345.262207
	Iteration 33Q: 3 clusters Score -751549.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -751559.500000 Penalty: 4345.262207
	Iteration 34Q: 3 clusters Score -751559.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -751564.875000 Penalty: 4345.262207
	Iteration 35Q: 3 clusters Score -751564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -751566.000000 Penalty: 4345.262207
	Iteration 36Q: 3 clusters Score -751566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -751565.875000 Penalty: 4345.262207
	Iteration 37Q: 3 clusters Score -751565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -751567.812500 Penalty: 4345.262207
	Iteration 38Q: 3 clusters Score -751567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -751567.437500 Penalty: 4345.262207
	Iteration 39Q: 3 clusters Score -751567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -751567.437500 Penalty: 4345.262207
	Iteration 40F: 3 clusters Score -751567.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Entering Unmasked Estep 
Score: -2136068.500000 Penalty: 2434.102539
	Iteration 0F: 2 clusters Score -2136068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2123082.500000 Penalty: 4868.205078
	Iteration 0F: 3 clusters Score -2123082 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2127525.500000 Penalty: 4868.205078
	Iteration 1F: 3 clusters Score -2127526 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2128114.750000 Penalty: 4868.205078
	Iteration 2F: 3 clusters Score -2128115 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2128831.750000 Penalty: 4868.205078
	Iteration 3F: 3 clusters Score -2128832 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2129713.250000 Penalty: 4868.205078
	Iteration 4F: 3 clusters Score -2129713 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2130847.000000 Penalty: 4868.205078
	Iteration 5F: 3 clusters Score -2130847 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2132090.500000 Penalty: 4868.205078
	Iteration 6F: 3 clusters Score -2132090 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2133160.750000 Penalty: 4868.205078
	Iteration 7F: 3 clusters Score -2133161 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2133985.500000 Penalty: 4868.205078
	Iteration 8Q: 3 clusters Score -2133986 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2134496.250000 Penalty: 4868.205078
	Iteration 9Q: 3 clusters Score -2134496 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2134779.250000 Penalty: 4868.205078
	Iteration 10Q: 3 clusters Score -2134779 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2134928.500000 Penalty: 4868.205078
	Iteration 11Q: 3 clusters Score -2134928 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2134995.000000 Penalty: 4868.205078
	Iteration 12Q: 3 clusters Score -2134995 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2135029.500000 Penalty: 4868.205078
	Iteration 13Q: 3 clusters Score -2135030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2135040.500000 Penalty: 4868.205078
	Iteration 14Q: 3 clusters Score -2135040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2135050.000000 Penalty: 4868.205078
	Iteration 15Q: 3 clusters Score -2135050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2135059.500000 Penalty: 4868.205078
	Iteration 16Q: 3 clusters Score -2135060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2135060.250000 Penalty: 4868.205078
	Iteration 17Q: 3 clusters Score -2135060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2135061.250000 Penalty: 4868.205078
	Iteration 18Q: 3 clusters Score -2135061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2135062.000000 Penalty: 4868.205078
	Iteration 19Q: 3 clusters Score -2135062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2135062.000000 Penalty: 4868.205078
	Iteration 20F: 3 clusters Score -2135062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2135062.750000 Penalty: 4868.205078
	Iteration 21Q: 3 clusters Score -2135063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2135063.000000 Penalty: 4868.205078
	Iteration 22Q: 3 clusters Score -2135063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2135069.000000 Penalty: 4868.205078
	Iteration 23Q: 3 clusters Score -2135069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2135072.000000 Penalty: 4868.205078
	Iteration 24Q: 3 clusters Score -2135072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2135074.000000 Penalty: 4868.205078
	Iteration 25Q: 3 clusters Score -2135074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2135072.500000 Penalty: 4868.205078
	Iteration 26Q: 3 clusters Score -2135072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2135074.000000 Penalty: 4868.205078
	Iteration 27Q: 3 clusters Score -2135074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2135074.000000 Penalty: 4868.205078
	Iteration 28F: 3 clusters Score -2135074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Entering Unmasked Estep 
Score: -2073300.375000 Penalty: 2423.005859
	Iteration 0F: 2 clusters Score -2073300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2060763.875000 Penalty: 4846.011719
	Iteration 0F: 3 clusters Score -2060764 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2064876.250000 Penalty: 4846.011719
	Iteration 1F: 3 clusters Score -2064876 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2065216.625000 Penalty: 4846.011719
	Iteration 2F: 3 clusters Score -2065217 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2065548.000000 Penalty: 4846.011719
	Iteration 3Q: 3 clusters Score -2065548 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2065900.625000 Penalty: 4846.011719
	Iteration 4Q: 3 clusters Score -2065901 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2066329.750000 Penalty: 4846.011719
	Iteration 5Q: 3 clusters Score -2066330 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2066913.375000 Penalty: 4846.011719
	Iteration 6F: 3 clusters Score -2066913 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2067619.875000 Penalty: 4846.011719
	Iteration 7F: 3 clusters Score -2067620 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2068301.875000 Penalty: 4846.011719
	Iteration 8F: 3 clusters Score -2068302 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2068860.000000 Penalty: 4846.011719
	Iteration 9F: 3 clusters Score -2068860 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2069349.375000 Penalty: 4846.011719
	Iteration 10Q: 3 clusters Score -2069349 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2069744.625000 Penalty: 4846.011719
	Iteration 11Q: 3 clusters Score -2069745 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2070095.000000 Penalty: 4846.011719
	Iteration 12Q: 3 clusters Score -2070095 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2070421.375000 Penalty: 4846.011719
	Iteration 13Q: 3 clusters Score -2070421 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2070713.125000 Penalty: 4846.011719
	Iteration 14Q: 3 clusters Score -2070713 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2070995.375000 Penalty: 4846.011719
	Iteration 15Q: 3 clusters Score -2070995 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2071232.250000 Penalty: 4846.011719
	Iteration 16Q: 3 clusters Score -2071232 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2071461.125000 Penalty: 4846.011719
	Iteration 17Q: 3 clusters Score -2071461 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2071660.250000 Penalty: 4846.011719
	Iteration 18Q: 3 clusters Score -2071660 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2071851.625000 Penalty: 4846.011719
	Iteration 19Q: 3 clusters Score -2071852 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2071985.875000 Penalty: 4846.011719
	Iteration 20F: 3 clusters Score -2071986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2072051.375000 Penalty: 4846.011719
	Iteration 21Q: 3 clusters Score -2072051 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2072092.125000 Penalty: 4846.011719
	Iteration 22Q: 3 clusters Score -2072092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2072116.500000 Penalty: 4846.011719
	Iteration 23Q: 3 clusters Score -2072116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2072132.500000 Penalty: 4846.011719
	Iteration 24Q: 3 clusters Score -2072132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2072137.250000 Penalty: 4846.011719
	Iteration 25Q: 3 clusters Score -2072137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2072145.375000 Penalty: 4846.011719
	Iteration 26Q: 3 clusters Score -2072145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2072145.875000 Penalty: 4846.011719
	Iteration 27Q: 3 clusters Score -2072146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2072148.875000 Penalty: 4846.011719
	Iteration 28Q: 3 clusters Score -2072149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2072157.375000 Penalty: 4846.011719
	Iteration 29Q: 3 clusters Score -2072157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2072161.125000 Penalty: 4846.011719
	Iteration 30Q: 3 clusters Score -2072161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2072164.500000 Penalty: 4846.011719
	Iteration 31Q: 3 clusters Score -2072164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2072166.750000 Penalty: 4846.011719
	Iteration 32Q: 3 clusters Score -2072167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2072163.375000 Penalty: 4846.011719
	Iteration 33Q: 3 clusters Score -2072163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2072162.500000 Penalty: 4846.011719
	Iteration 34Q: 3 clusters Score -2072162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2072164.250000 Penalty: 4846.011719
	Iteration 35Q: 3 clusters Score -2072164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2072164.250000 Penalty: 4846.011719
	Iteration 36F: 3 clusters Score -2072164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -574302.875000 Penalty: 2108.767578
	Iteration 0F: 2 clusters Score -574302.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -569826.812500 Penalty: 4217.535156
	Iteration 0F: 3 clusters Score -569826.8 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -570939.125000 Penalty: 4217.535156
	Iteration 1F: 3 clusters Score -570939.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -571192.375000 Penalty: 4217.535156
	Iteration 2F: 3 clusters Score -571192.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -571362.875000 Penalty: 4217.535156
	Iteration 3F: 3 clusters Score -571362.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -571495.062500 Penalty: 4217.535156
	Iteration 4Q: 3 clusters Score -571495.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -571616.562500 Penalty: 4217.535156
	Iteration 5Q: 3 clusters Score -571616.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -571728.375000 Penalty: 4217.535156
	Iteration 6Q: 3 clusters Score -571728.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -571820.000000 Penalty: 4217.535156
	Iteration 7Q: 3 clusters Score -571820 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -571907.500000 Penalty: 4217.535156
	Iteration 8Q: 3 clusters Score -571907.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -571985.562500 Penalty: 4217.535156
	Iteration 9Q: 3 clusters Score -571985.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -572040.500000 Penalty: 4217.535156
	Iteration 10Q: 3 clusters Score -572040.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -572097.062500 Penalty: 4217.535156
	Iteration 11Q: 3 clusters Score -572097.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -572143.625000 Penalty: 4217.535156
	Iteration 12Q: 3 clusters Score -572143.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -572182.937500 Penalty: 4217.535156
	Iteration 13Q: 3 clusters Score -572182.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -572208.500000 Penalty: 4217.535156
	Iteration 14Q: 3 clusters Score -572208.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -572231.812500 Penalty: 4217.535156
	Iteration 15Q: 3 clusters Score -572231.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -572256.812500 Penalty: 4217.535156
	Iteration 16Q: 3 clusters Score -572256.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -572283.437500 Penalty: 4217.535156
	Iteration 17Q: 3 clusters Score -572283.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -572314.437500 Penalty: 4217.535156
	Iteration 18Q: 3 clusters Score -572314.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -572340.937500 Penalty: 4217.535156
	Iteration 19Q: 3 clusters Score -572340.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -572365.625000 Penalty: 4217.535156
	Iteration 20F: 3 clusters Score -572365.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -572387.125000 Penalty: 4217.535156
	Iteration 21Q: 3 clusters Score -572387.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -572403.562500 Penalty: 4217.535156
	Iteration 22Q: 3 clusters Score -572403.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -572414.250000 Penalty: 4217.535156
	Iteration 23Q: 3 clusters Score -572414.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -572424.125000 Penalty: 4217.535156
	Iteration 24Q: 3 clusters Score -572424.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -572431.187500 Penalty: 4217.535156
	Iteration 25Q: 3 clusters Score -572431.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -572438.562500 Penalty: 4217.535156
	Iteration 26Q: 3 clusters Score -572438.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -572446.687500 Penalty: 4217.535156
	Iteration 27Q: 3 clusters Score -572446.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -572456.875000 Penalty: 4217.535156
	Iteration 28Q: 3 clusters Score -572456.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -572463.187500 Penalty: 4217.535156
	Iteration 29Q: 3 clusters Score -572463.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -572468.250000 Penalty: 4217.535156
	Iteration 30Q: 3 clusters Score -572468.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -572471.562500 Penalty: 4217.535156
	Iteration 31Q: 3 clusters Score -572471.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -572474.812500 Penalty: 4217.535156
	Iteration 32Q: 3 clusters Score -572474.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -572479.312500 Penalty: 4217.535156
	Iteration 33Q: 3 clusters Score -572479.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -572485.000000 Penalty: 4217.535156
	Iteration 34Q: 3 clusters Score -572485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -572493.187500 Penalty: 4217.535156
	Iteration 35Q: 3 clusters Score -572493.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -572499.125000 Penalty: 4217.535156
	Iteration 36Q: 3 clusters Score -572499.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -572506.562500 Penalty: 4217.535156
	Iteration 37Q: 3 clusters Score -572506.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -572515.812500 Penalty: 4217.535156
	Iteration 38Q: 3 clusters Score -572515.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -572532.000000 Penalty: 4217.535156
	Iteration 39Q: 3 clusters Score -572532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -572547.187500 Penalty: 4217.535156
	Iteration 40F: 3 clusters Score -572547.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -572559.187500 Penalty: 4217.535156
	Iteration 41Q: 3 clusters Score -572559.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -572567.687500 Penalty: 4217.535156
	Iteration 42Q: 3 clusters Score -572567.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -572580.250000 Penalty: 4217.535156
	Iteration 43Q: 3 clusters Score -572580.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -572591.750000 Penalty: 4217.535156
	Iteration 44Q: 3 clusters Score -572591.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -572605.187500 Penalty: 4217.535156
	Iteration 45Q: 3 clusters Score -572605.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -572623.750000 Penalty: 4217.535156
	Iteration 46Q: 3 clusters Score -572623.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -572652.500000 Penalty: 4217.535156
	Iteration 47Q: 3 clusters Score -572652.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -572682.750000 Penalty: 4217.535156
	Iteration 48Q: 3 clusters Score -572682.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -572701.000000 Penalty: 4217.535156
	Iteration 49Q: 3 clusters Score -572701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -572716.687500 Penalty: 4217.535156
	Iteration 50Q: 3 clusters Score -572716.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -572728.625000 Penalty: 4217.535156
	Iteration 51Q: 3 clusters Score -572728.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -572742.062500 Penalty: 4217.535156
	Iteration 52Q: 3 clusters Score -572742.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -572754.187500 Penalty: 4217.535156
	Iteration 53Q: 3 clusters Score -572754.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -572765.437500 Penalty: 4217.535156
	Iteration 54Q: 3 clusters Score -572765.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -572777.000000 Penalty: 4217.535156
	Iteration 55Q: 3 clusters Score -572777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -572790.875000 Penalty: 4217.535156
	Iteration 56Q: 3 clusters Score -572790.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -572807.875000 Penalty: 4217.535156
	Iteration 57Q: 3 clusters Score -572807.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -572832.250000 Penalty: 4217.535156
	Iteration 58Q: 3 clusters Score -572832.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -572853.500000 Penalty: 4217.535156
	Iteration 59Q: 3 clusters Score -572853.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -572869.875000 Penalty: 4217.535156
	Iteration 60F: 3 clusters Score -572869.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -572883.937500 Penalty: 4217.535156
	Iteration 61Q: 3 clusters Score -572883.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -572896.750000 Penalty: 4217.535156
	Iteration 62Q: 3 clusters Score -572896.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -572912.750000 Penalty: 4217.535156
	Iteration 63Q: 3 clusters Score -572912.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -572925.312500 Penalty: 4217.535156
	Iteration 64Q: 3 clusters Score -572925.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -572936.687500 Penalty: 4217.535156
	Iteration 65Q: 3 clusters Score -572936.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -572946.437500 Penalty: 4217.535156
	Iteration 66Q: 3 clusters Score -572946.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -572956.125000 Penalty: 4217.535156
	Iteration 67Q: 3 clusters Score -572956.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -572964.312500 Penalty: 4217.535156
	Iteration 68Q: 3 clusters Score -572964.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -572971.250000 Penalty: 4217.535156
	Iteration 69Q: 3 clusters Score -572971.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -572978.125000 Penalty: 4217.535156
	Iteration 70Q: 3 clusters Score -572978.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -572981.687500 Penalty: 4217.535156
	Iteration 71Q: 3 clusters Score -572981.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -572986.000000 Penalty: 4217.535156
	Iteration 72Q: 3 clusters Score -572986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -572986.312500 Penalty: 4217.535156
	Iteration 73Q: 3 clusters Score -572986.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -572990.375000 Penalty: 4217.535156
	Iteration 74Q: 3 clusters Score -572990.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -572995.875000 Penalty: 4217.535156
	Iteration 75Q: 3 clusters Score -572995.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -572998.812500 Penalty: 4217.535156
	Iteration 76Q: 3 clusters Score -572998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -573002.437500 Penalty: 4217.535156
	Iteration 77Q: 3 clusters Score -573002.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -573005.062500 Penalty: 4217.535156
	Iteration 78Q: 3 clusters Score -573005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -573006.375000 Penalty: 4217.535156
	Iteration 79Q: 3 clusters Score -573006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -573008.125000 Penalty: 4217.535156
	Iteration 80F: 3 clusters Score -573008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -573010.437500 Penalty: 4217.535156
	Iteration 81Q: 3 clusters Score -573010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -573013.812500 Penalty: 4217.535156
	Iteration 82Q: 3 clusters Score -573013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -573016.750000 Penalty: 4217.535156
	Iteration 83Q: 3 clusters Score -573016.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -573020.562500 Penalty: 4217.535156
	Iteration 84Q: 3 clusters Score -573020.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -573021.250000 Penalty: 4217.535156
	Iteration 85Q: 3 clusters Score -573021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -573023.812500 Penalty: 4217.535156
	Iteration 86Q: 3 clusters Score -573023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -573024.250000 Penalty: 4217.535156
	Iteration 87Q: 3 clusters Score -573024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -573024.250000 Penalty: 4217.535156
	Iteration 88F: 3 clusters Score -573024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -736430.187500 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -736430.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -731178.687500 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -731178.7 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -732534.937500 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -732534.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -732819.375000 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -732819.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -733003.062500 Penalty: 4326.803711
	Iteration 3F: 3 clusters Score -733003.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -733151.687500 Penalty: 4326.803711
	Iteration 4Q: 3 clusters Score -733151.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -733285.375000 Penalty: 4326.803711
	Iteration 5Q: 3 clusters Score -733285.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -733413.875000 Penalty: 4326.803711
	Iteration 6Q: 3 clusters Score -733413.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -733525.437500 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -733525.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -733630.625000 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -733630.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -733744.500000 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -733744.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -733857.312500 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -733857.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -733964.875000 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -733964.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -734066.687500 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -734066.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -734165.250000 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -734165.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -734259.875000 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -734259.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -734336.125000 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -734336.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -734393.625000 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -734393.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -734444.250000 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -734444.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -734481.000000 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -734481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -734505.312500 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -734505.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -734527.937500 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -734527.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -734545.562500 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -734545.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -734556.562500 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -734556.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -734566.375000 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -734566.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -734570.500000 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -734570.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -734579.812500 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -734579.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -734587.937500 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -734587.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -734595.000000 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -734595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -734602.250000 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -734602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -734603.062500 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -734603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -734605.687500 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -734605.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -734607.625000 Penalty: 4326.803711
	Iteration 31Q: 3 clusters Score -734607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -734607.625000 Penalty: 4326.803711
	Iteration 32F: 3 clusters Score -734607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Entering Unmasked Estep 
Score: -1202453.625000 Penalty: 2288.393799
	Iteration 0F: 2 clusters Score -1202454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1194724.250000 Penalty: 4576.787598
	Iteration 0F: 3 clusters Score -1194724 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1196975.875000 Penalty: 4576.787598
	Iteration 1F: 3 clusters Score -1196976 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1197268.000000 Penalty: 4576.787598
	Iteration 2F: 3 clusters Score -1197268 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1197492.125000 Penalty: 4576.787598
	Iteration 3Q: 3 clusters Score -1197492 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1197682.625000 Penalty: 4576.787598
	Iteration 4Q: 3 clusters Score -1197683 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1197876.375000 Penalty: 4576.787598
	Iteration 5Q: 3 clusters Score -1197876 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1198048.375000 Penalty: 4576.787598
	Iteration 6Q: 3 clusters Score -1198048 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1198227.125000 Penalty: 4576.787598
	Iteration 7Q: 3 clusters Score -1198227 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1198446.250000 Penalty: 4576.787598
	Iteration 8Q: 3 clusters Score -1198446 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1198726.750000 Penalty: 4576.787598
	Iteration 9Q: 3 clusters Score -1198727 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1199046.625000 Penalty: 4576.787598
	Iteration 10Q: 3 clusters Score -1199047 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1199379.375000 Penalty: 4576.787598
	Iteration 11Q: 3 clusters Score -1199379 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1199690.250000 Penalty: 4576.787598
	Iteration 12Q: 3 clusters Score -1199690 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1199947.625000 Penalty: 4576.787598
	Iteration 13Q: 3 clusters Score -1199948 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1200140.125000 Penalty: 4576.787598
	Iteration 14Q: 3 clusters Score -1200140 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1200251.375000 Penalty: 4576.787598
	Iteration 15Q: 3 clusters Score -1200251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1200314.750000 Penalty: 4576.787598
	Iteration 16Q: 3 clusters Score -1200315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1200361.125000 Penalty: 4576.787598
	Iteration 17Q: 3 clusters Score -1200361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1200396.125000 Penalty: 4576.787598
	Iteration 18Q: 3 clusters Score -1200396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1200422.875000 Penalty: 4576.787598
	Iteration 19Q: 3 clusters Score -1200423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1200447.625000 Penalty: 4576.787598
	Iteration 20F: 3 clusters Score -1200448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1200453.250000 Penalty: 4576.787598
	Iteration 21Q: 3 clusters Score -1200453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1200460.375000 Penalty: 4576.787598
	Iteration 22Q: 3 clusters Score -1200460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1200468.750000 Penalty: 4576.787598
	Iteration 23Q: 3 clusters Score -1200469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1200475.000000 Penalty: 4576.787598
	Iteration 24Q: 3 clusters Score -1200475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1200476.750000 Penalty: 4576.787598
	Iteration 25Q: 3 clusters Score -1200477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1200480.125000 Penalty: 4576.787598
	Iteration 26Q: 3 clusters Score -1200480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1200487.125000 Penalty: 4576.787598
	Iteration 27Q: 3 clusters Score -1200487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1200487.125000 Penalty: 4576.787598
	Iteration 28F: 3 clusters Score -1200487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -30437.242188 Penalty: 1326.082642
	Iteration 0F: 2 clusters Score -30437.24 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 102 members 
Entering Unmasked Estep 
Score: -29296.359375 Penalty: 2652.165283
	Iteration 0F: 3 clusters Score -29296.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29384.822266 Penalty: 2652.165283
	Iteration 1F: 3 clusters Score -29384.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29464.482422 Penalty: 2652.165283
	Iteration 2Q: 3 clusters Score -29464.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29502.923828 Penalty: 2652.165283
	Iteration 3Q: 3 clusters Score -29502.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29513.384766 Penalty: 2652.165283
	Iteration 4Q: 3 clusters Score -29513.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29518.033203 Penalty: 2652.165283
	Iteration 5Q: 3 clusters Score -29518.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29518.033203 Penalty: 2652.165283
	Iteration 6F: 3 clusters Score -29518.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (51347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Entering Unmasked Estep 
Score: -6002593.000000 Penalty: 2689.897705
	Iteration 0F: 2 clusters Score -6002593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -5967896.000000 Penalty: 5379.795410
	Iteration 0F: 3 clusters Score -5967896 nChanged 23894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -5981608.500000 Penalty: 5379.795410
	Iteration 1F: 3 clusters Score -5981608 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -5982647.500000 Penalty: 5379.795410
	Iteration 2Q: 3 clusters Score -5982648 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -5984087.000000 Penalty: 5379.795410
	Iteration 3F: 3 clusters Score -5984087 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -5985687.000000 Penalty: 5379.795410
	Iteration 4F: 3 clusters Score -5985687 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -5987534.500000 Penalty: 5379.795410
	Iteration 5F: 3 clusters Score -5987534 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -5989661.000000 Penalty: 5379.795410
	Iteration 6F: 3 clusters Score -5989661 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -5991717.000000 Penalty: 5379.795410
	Iteration 7F: 3 clusters Score -5991717 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5993677.500000 Penalty: 5379.795410
	Iteration 8F: 3 clusters Score -5993678 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -5995381.000000 Penalty: 5379.795410
	Iteration 9F: 3 clusters Score -5995381 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5996423.000000 Penalty: 5379.795410
	Iteration 10Q: 3 clusters Score -5996423 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -5996984.500000 Penalty: 5379.795410
	Iteration 11Q: 3 clusters Score -5996984 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -5997214.500000 Penalty: 5379.795410
	Iteration 12Q: 3 clusters Score -5997214 nChanged 737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5997394 nChanged 578
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5997504 nChanged 493
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Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5997639 nChanged 447
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Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5997758 nChanged 455
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Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 31237 members 
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	Iteration 17Q: 3 clusters Score -5997849 nChanged 438
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Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5997944 nChanged 420
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Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 32019 members 
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Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5998246 nChanged 492
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Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5998342 nChanged 487
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Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 33917 members 
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	Iteration 23Q: 3 clusters Score -5998449 nChanged 466
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Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5998544 nChanged 455
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Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5998620 nChanged 420
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Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5998704 nChanged 442
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Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 35680 members 
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	Iteration 27Q: 3 clusters Score -5998807 nChanged 429
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Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 36539 members 
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	Iteration 29Q: 3 clusters Score -5999017 nChanged 406
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Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5999087 nChanged 385
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Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5999189 nChanged 382
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Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 37712 members 
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	Iteration 32Q: 3 clusters Score -5999262 nChanged 354
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Mstep: Class 2 contains 38064 members 
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	Iteration 33Q: 3 clusters Score -5999324 nChanged 340
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Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 39371 members 
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	Iteration 37Q: 3 clusters Score -5999648 nChanged 345
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Mstep: Class 2 contains 39710 members 
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Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 39988 members 
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	Iteration 39Q: 3 clusters Score -5999770 nChanged 255
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Mstep: Class 1 contains 11112 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5999816 nChanged 270
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Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 40505 members 
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	Iteration 41Q: 3 clusters Score -5999838 nChanged 259
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Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 40760 members 
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	Iteration 42Q: 3 clusters Score -5999884 nChanged 258
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Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 41016 members 
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Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9436 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6000065 nChanged 184
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Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6000116 nChanged 167
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Mstep: Class 1 contains 9085 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6000154 nChanged 148
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Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6000194 nChanged 144
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Mstep: Class 1 contains 8801 members 
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Entering Unmasked Estep 
Score: -6000208.500000 Penalty: 5379.795410
	Iteration 51Q: 3 clusters Score -6000208 nChanged 132
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Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6000226 nChanged 135
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Mstep: Class 1 contains 8546 members 
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Entering Unmasked Estep 
Score: -6000241.500000 Penalty: 5379.795410
	Iteration 53Q: 3 clusters Score -6000242 nChanged 124
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Mstep: Class 1 contains 8424 members 
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	Iteration 54Q: 3 clusters Score -6000251 nChanged 106
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Mstep: Class 1 contains 8320 members 
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	Iteration 55Q: 3 clusters Score -6000264 nChanged 83
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Mstep: Class 1 contains 8241 members 
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	Iteration 56Q: 3 clusters Score -6000274 nChanged 75
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Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6000284 nChanged 84
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Mstep: Class 1 contains 8082 members 
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	Iteration 58Q: 3 clusters Score -6000276 nChanged 66
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Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 43329 members 
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	Iteration 59Q: 3 clusters Score -6000284 nChanged 79
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Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 43408 members 
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	Iteration 60F: 3 clusters Score -6000292 nChanged 73
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Mstep: Class 1 contains 7866 members 
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	Iteration 61Q: 3 clusters Score -6000289 nChanged 63
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Mstep: Class 2 contains 43542 members 
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	Iteration 62Q: 3 clusters Score -6000292 nChanged 60
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	Iteration 63Q: 3 clusters Score -6000320 nChanged 61
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Mstep: Class 1 contains 7684 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6000332 nChanged 68
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Mstep: Class 1 contains 7622 members 
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	Iteration 65Q: 3 clusters Score -6000336 nChanged 53
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Mstep: Class 1 contains 7571 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6000324 nChanged 44
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Mstep: Class 1 contains 7529 members 
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	Iteration 67Q: 3 clusters Score -6000326 nChanged 37
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	Iteration 68Q: 3 clusters Score -6000336 nChanged 37
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6000340 nChanged 44
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Mstep: Class 1 contains 7413 members 
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	Iteration 70Q: 3 clusters Score -6000348 nChanged 56
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	Iteration 71Q: 3 clusters Score -6000347 nChanged 54
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	Iteration 72Q: 3 clusters Score -6000342 nChanged 55
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	Iteration 73Q: 3 clusters Score -6000352 nChanged 43
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	Iteration 74Q: 3 clusters Score -6000348 nChanged 45
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	Iteration 75Q: 3 clusters Score -6000366 nChanged 39
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	Iteration 76Q: 3 clusters Score -6000375 nChanged 40
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	Iteration 77Q: 3 clusters Score -6000367 nChanged 37
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	Iteration 78Q: 3 clusters Score -6000380 nChanged 34
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	Iteration 79Q: 3 clusters Score -6000379 nChanged 33
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	Iteration 80F: 3 clusters Score -6000384 nChanged 36
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	Iteration 82Q: 3 clusters Score -6000391 nChanged 31
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	Iteration 83Q: 3 clusters Score -6000385 nChanged 27
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	Iteration 84Q: 3 clusters Score -6000388 nChanged 19
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	Iteration 85Q: 3 clusters Score -6000387 nChanged 17
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	Iteration 86Q: 3 clusters Score -6000396 nChanged 23
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	Iteration 87Q: 3 clusters Score -6000398 nChanged 14
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	Iteration 88Q: 3 clusters Score -6000402 nChanged 22
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	Iteration 89Q: 3 clusters Score -6000392 nChanged 20
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	Iteration 90Q: 3 clusters Score -6000392 nChanged 19
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	Iteration 91Q: 3 clusters Score -6000392 nChanged 12
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	Iteration 92Q: 3 clusters Score -6000389 nChanged 8
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	Iteration 94Q: 3 clusters Score -6000402 nChanged 6
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	Iteration 95Q: 3 clusters Score -6000404 nChanged 6
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	Iteration 96Q: 3 clusters Score -6000404 nChanged 5
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	Iteration 97Q: 3 clusters Score -6000406 nChanged 7
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	Iteration 98Q: 3 clusters Score -6000411 nChanged 12
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	Iteration 99Q: 3 clusters Score -6000420 nChanged 11
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	Iteration 100F: 3 clusters Score -6000412 nChanged 10
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	Iteration 101Q: 3 clusters Score -6000421 nChanged 9
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	Iteration 102Q: 3 clusters Score -6000416 nChanged 2
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	Iteration 103Q: 3 clusters Score -6000419 nChanged 3
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	Iteration 104Q: 3 clusters Score -6000426 nChanged 6
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	Iteration 105Q: 3 clusters Score -6000424 nChanged 5
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	Iteration 106Q: 3 clusters Score -6000420 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -6000424.000000 Penalty: 5379.795410
	Iteration 107Q: 3 clusters Score -6000424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -6000424.500000 Penalty: 5379.795410
	Iteration 108Q: 3 clusters Score -6000424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -6000425.500000 Penalty: 5379.795410
	Iteration 109Q: 3 clusters Score -6000426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -6000420.000000 Penalty: 5379.795410
	Iteration 110Q: 3 clusters Score -6000420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -6000420.000000 Penalty: 5379.795410
	Iteration 111F: 3 clusters Score -6000420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Entering Unmasked Estep 
Score: -1081913.500000 Penalty: 2291.470947
	Iteration 0F: 2 clusters Score -1081914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1074052.625000 Penalty: 4582.941895
	Iteration 0F: 3 clusters Score -1074053 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1076699.875000 Penalty: 4582.941895
	Iteration 1F: 3 clusters Score -1076700 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1077285.125000 Penalty: 4582.941895
	Iteration 2F: 3 clusters Score -1077285 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1077757.250000 Penalty: 4582.941895
	Iteration 3F: 3 clusters Score -1077757 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1078079.875000 Penalty: 4582.941895
	Iteration 4F: 3 clusters Score -1078080 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1078336.500000 Penalty: 4582.941895
	Iteration 5Q: 3 clusters Score -1078336 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1078532.375000 Penalty: 4582.941895
	Iteration 6Q: 3 clusters Score -1078532 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1078719.250000 Penalty: 4582.941895
	Iteration 7Q: 3 clusters Score -1078719 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1078883.500000 Penalty: 4582.941895
	Iteration 8Q: 3 clusters Score -1078884 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1079038.000000 Penalty: 4582.941895
	Iteration 9Q: 3 clusters Score -1079038 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1079153.250000 Penalty: 4582.941895
	Iteration 10Q: 3 clusters Score -1079153 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1079254.750000 Penalty: 4582.941895
	Iteration 11Q: 3 clusters Score -1079255 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1079356.875000 Penalty: 4582.941895
	Iteration 12Q: 3 clusters Score -1079357 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1079442.375000 Penalty: 4582.941895
	Iteration 13Q: 3 clusters Score -1079442 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1079508.500000 Penalty: 4582.941895
	Iteration 14Q: 3 clusters Score -1079508 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1079593.750000 Penalty: 4582.941895
	Iteration 15Q: 3 clusters Score -1079594 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1079667.750000 Penalty: 4582.941895
	Iteration 16Q: 3 clusters Score -1079668 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1079740.375000 Penalty: 4582.941895
	Iteration 17Q: 3 clusters Score -1079740 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1079807.875000 Penalty: 4582.941895
	Iteration 18Q: 3 clusters Score -1079808 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1079866.000000 Penalty: 4582.941895
	Iteration 19Q: 3 clusters Score -1079866 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1079925.625000 Penalty: 4582.941895
	Iteration 20F: 3 clusters Score -1079926 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1079977.250000 Penalty: 4582.941895
	Iteration 21Q: 3 clusters Score -1079977 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1080015.375000 Penalty: 4582.941895
	Iteration 22Q: 3 clusters Score -1080015 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1080064.250000 Penalty: 4582.941895
	Iteration 23Q: 3 clusters Score -1080064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1080102.375000 Penalty: 4582.941895
	Iteration 24Q: 3 clusters Score -1080102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1080126.125000 Penalty: 4582.941895
	Iteration 25Q: 3 clusters Score -1080126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1080149.125000 Penalty: 4582.941895
	Iteration 26Q: 3 clusters Score -1080149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1080172.750000 Penalty: 4582.941895
	Iteration 27Q: 3 clusters Score -1080173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1080193.500000 Penalty: 4582.941895
	Iteration 28Q: 3 clusters Score -1080194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1080204.250000 Penalty: 4582.941895
	Iteration 29Q: 3 clusters Score -1080204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1080221.625000 Penalty: 4582.941895
	Iteration 30Q: 3 clusters Score -1080222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1080230.000000 Penalty: 4582.941895
	Iteration 31Q: 3 clusters Score -1080230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1080234.250000 Penalty: 4582.941895
	Iteration 32Q: 3 clusters Score -1080234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1080236.875000 Penalty: 4582.941895
	Iteration 33Q: 3 clusters Score -1080237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1080244.125000 Penalty: 4582.941895
	Iteration 34Q: 3 clusters Score -1080244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1080249.125000 Penalty: 4582.941895
	Iteration 35Q: 3 clusters Score -1080249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1080255.250000 Penalty: 4582.941895
	Iteration 36Q: 3 clusters Score -1080255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1080264.750000 Penalty: 4582.941895
	Iteration 37Q: 3 clusters Score -1080265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1080271.375000 Penalty: 4582.941895
	Iteration 38Q: 3 clusters Score -1080271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1080274.250000 Penalty: 4582.941895
	Iteration 39Q: 3 clusters Score -1080274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1080284.625000 Penalty: 4582.941895
	Iteration 40F: 3 clusters Score -1080285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1080284.750000 Penalty: 4582.941895
	Iteration 41Q: 3 clusters Score -1080285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1080287.500000 Penalty: 4582.941895
	Iteration 42Q: 3 clusters Score -1080288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1080292.000000 Penalty: 4582.941895
	Iteration 43Q: 3 clusters Score -1080292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1080292.750000 Penalty: 4582.941895
	Iteration 44Q: 3 clusters Score -1080293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1080293.750000 Penalty: 4582.941895
	Iteration 45Q: 3 clusters Score -1080294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1080293.125000 Penalty: 4582.941895
	Iteration 46Q: 3 clusters Score -1080293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1080293.125000 Penalty: 4582.941895
	Iteration 47F: 3 clusters Score -1080293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -417678.437500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -417678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -414038.625000 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -414038.6 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -415022.656250 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -415022.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -415404.625000 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -415404.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -415705.281250 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -415705.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -415967.968750 Penalty: 4071.006348
	Iteration 4F: 3 clusters Score -415968 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -416154.062500 Penalty: 4071.006348
	Iteration 5F: 3 clusters Score -416154.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -416279.750000 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -416279.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -416370.781250 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -416370.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -416429.062500 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -416429.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -416460.156250 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -416460.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -416479.781250 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -416479.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -416494.906250 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -416494.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -416504.906250 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -416504.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -416509.718750 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -416509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -416513.156250 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -416513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -416513.750000 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -416513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -416514.875000 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -416514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -416516.062500 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -416516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -416518.468750 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -416518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -416519.781250 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -416519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -416522.312500 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -416522.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -416526.906250 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -416526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -416527.312500 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -416527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -416528.437500 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -416528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -416532.000000 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -416532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -416535.000000 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -416535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -416537.125000 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -416537.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -416539.781250 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -416539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -416539.781250 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -416539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -416541.218750 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -416541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -416542.187500 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -416542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -416542.343750 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -416542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -416543.031250 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -416543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -416544.437500 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -416544.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -416544.437500 Penalty: 4071.006348
	Iteration 34F: 3 clusters Score -416544.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (186670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186670 members 
Entering Unmasked Estep 
Score: -22036824.000000 Penalty: 3010.000244
	Iteration 0F: 2 clusters Score -2.203682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -21914434.000000 Penalty: 6020.000488
	Iteration 0F: 3 clusters Score -2.191443e+07 nChanged 89609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -21966708.000000 Penalty: 6020.000488
	Iteration 1F: 3 clusters Score -2.196671e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -21968224.000000 Penalty: 6020.000488
	Iteration 2Q: 3 clusters Score -2.196822e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97997 members 
Mstep: Class 2 contains 88673 members 
Entering Unmasked Estep 
Score: -21970052.000000 Penalty: 6020.000488
	Iteration 3Q: 3 clusters Score -2.197005e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -21972812.000000 Penalty: 6020.000488
	Iteration 4Q: 3 clusters Score -2.197281e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106100 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -21976344.000000 Penalty: 6020.000488
	Iteration 5Q: 3 clusters Score -2.197634e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113227 members 
Mstep: Class 2 contains 73443 members 
Entering Unmasked Estep 
Score: -21981514.000000 Penalty: 6020.000488
	Iteration 6F: 3 clusters Score -2.198151e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122330 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -21988382.000000 Penalty: 6020.000488
	Iteration 7F: 3 clusters Score -2.198838e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132654 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -21995656.000000 Penalty: 6020.000488
	Iteration 8F: 3 clusters Score -2.199566e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -22002854.000000 Penalty: 6020.000488
	Iteration 9F: 3 clusters Score -2.200285e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153677 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -22009888.000000 Penalty: 6020.000488
	Iteration 10F: 3 clusters Score -2.200989e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163162 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -22016512.000000 Penalty: 6020.000488
	Iteration 11F: 3 clusters Score -2.201651e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -22022654.000000 Penalty: 6020.000488
	Iteration 12Q: 3 clusters Score -2.202265e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177617 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -22027916.000000 Penalty: 6020.000488
	Iteration 13Q: 3 clusters Score -2.202792e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181778 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -22031072.000000 Penalty: 6020.000488
	Iteration 14Q: 3 clusters Score -2.203107e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184131 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -22032686.000000 Penalty: 6020.000488
	Iteration 15Q: 3 clusters Score -2.203269e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185231 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -22033526.000000 Penalty: 6020.000488
	Iteration 16Q: 3 clusters Score -2.203353e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185722 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -22033822.000000 Penalty: 6020.000488
	Iteration 17Q: 3 clusters Score -2.203382e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185946 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22034030.000000 Penalty: 6020.000488
	Iteration 18Q: 3 clusters Score -2.203403e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186044 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22034126.000000 Penalty: 6020.000488
	Iteration 19Q: 3 clusters Score -2.203413e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186102 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -22034234.000000 Penalty: 6020.000488
	Iteration 20F: 3 clusters Score -2.203423e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186132 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22034282.000000 Penalty: 6020.000488
	Iteration 21Q: 3 clusters Score -2.203428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186150 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -22034300.000000 Penalty: 6020.000488
	Iteration 22Q: 3 clusters Score -2.20343e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186163 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22034316.000000 Penalty: 6020.000488
	Iteration 23Q: 3 clusters Score -2.203432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186173 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22034334.000000 Penalty: 6020.000488
	Iteration 24Q: 3 clusters Score -2.203433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186176 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22034348.000000 Penalty: 6020.000488
	Iteration 25Q: 3 clusters Score -2.203435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186180 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22034354.000000 Penalty: 6020.000488
	Iteration 26Q: 3 clusters Score -2.203435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186187 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22034366.000000 Penalty: 6020.000488
	Iteration 27Q: 3 clusters Score -2.203437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186195 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22034370.000000 Penalty: 6020.000488
	Iteration 28Q: 3 clusters Score -2.203437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186197 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22034364.000000 Penalty: 6020.000488
	Iteration 29Q: 3 clusters Score -2.203436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186199 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22034360.000000 Penalty: 6020.000488
	Iteration 30Q: 3 clusters Score -2.203436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186200 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -22034370.000000 Penalty: 6020.000488
	Iteration 31Q: 3 clusters Score -2.203437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186201 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -22034378.000000 Penalty: 6020.000488
	Iteration 32Q: 3 clusters Score -2.203438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186200 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -22034384.000000 Penalty: 6020.000488
	Iteration 33Q: 3 clusters Score -2.203438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186204 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -22034394.000000 Penalty: 6020.000488
	Iteration 34Q: 3 clusters Score -2.203439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186206 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22034394.000000 Penalty: 6020.000488
	Iteration 35Q: 3 clusters Score -2.203439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186208 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22034398.000000 Penalty: 6020.000488
	Iteration 36Q: 3 clusters Score -2.20344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186212 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -22034394.000000 Penalty: 6020.000488
	Iteration 37Q: 3 clusters Score -2.203439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186214 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22034404.000000 Penalty: 6020.000488
	Iteration 38Q: 3 clusters Score -2.20344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186218 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22034410.000000 Penalty: 6020.000488
	Iteration 39Q: 3 clusters Score -2.203441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186220 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22034402.000000 Penalty: 6020.000488
	Iteration 40F: 3 clusters Score -2.20344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186226 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22034396.000000 Penalty: 6020.000488
	Iteration 41Q: 3 clusters Score -2.20344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186227 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22034398.000000 Penalty: 6020.000488
	Iteration 42Q: 3 clusters Score -2.20344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186229 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22034418.000000 Penalty: 6020.000488
	Iteration 43Q: 3 clusters Score -2.203442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186230 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22034424.000000 Penalty: 6020.000488
	Iteration 44Q: 3 clusters Score -2.203442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186230 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22034422.000000 Penalty: 6020.000488
	Iteration 45Q: 3 clusters Score -2.203442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186232 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -22034412.000000 Penalty: 6020.000488
	Iteration 46Q: 3 clusters Score -2.203441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186235 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22034414.000000 Penalty: 6020.000488
	Iteration 47Q: 3 clusters Score -2.203441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186237 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22034430.000000 Penalty: 6020.000488
	Iteration 48Q: 3 clusters Score -2.203443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186237 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22034430.000000 Penalty: 6020.000488
	Iteration 49F: 3 clusters Score -2.203443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Entering Unmasked Estep 
Score: -996892.812500 Penalty: 2250.083252
	Iteration 0F: 2 clusters Score -996892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -990069.312500 Penalty: 4500.166504
	Iteration 0F: 3 clusters Score -990069.3 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -991942.750000 Penalty: 4500.166504
	Iteration 1F: 3 clusters Score -991942.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -992301.687500 Penalty: 4500.166504
	Iteration 2F: 3 clusters Score -992301.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -992615.187500 Penalty: 4500.166504
	Iteration 3F: 3 clusters Score -992615.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -993000.687500 Penalty: 4500.166504
	Iteration 4F: 3 clusters Score -993000.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -993439.937500 Penalty: 4500.166504
	Iteration 5F: 3 clusters Score -993439.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -993894.062500 Penalty: 4500.166504
	Iteration 6F: 3 clusters Score -993894.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -994311.312500 Penalty: 4500.166504
	Iteration 7F: 3 clusters Score -994311.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -994636.312500 Penalty: 4500.166504
	Iteration 8F: 3 clusters Score -994636.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -994897.187500 Penalty: 4500.166504
	Iteration 9Q: 3 clusters Score -994897.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -995093.000000 Penalty: 4500.166504
	Iteration 10Q: 3 clusters Score -995093 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -995255.062500 Penalty: 4500.166504
	Iteration 11Q: 3 clusters Score -995255.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -995404.437500 Penalty: 4500.166504
	Iteration 12Q: 3 clusters Score -995404.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -995514.750000 Penalty: 4500.166504
	Iteration 13Q: 3 clusters Score -995514.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -995618.187500 Penalty: 4500.166504
	Iteration 14Q: 3 clusters Score -995618.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -995720.625000 Penalty: 4500.166504
	Iteration 15Q: 3 clusters Score -995720.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -995815.000000 Penalty: 4500.166504
	Iteration 16Q: 3 clusters Score -995815 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -995920.437500 Penalty: 4500.166504
	Iteration 17Q: 3 clusters Score -995920.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -996027.000000 Penalty: 4500.166504
	Iteration 18Q: 3 clusters Score -996027 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -996131.687500 Penalty: 4500.166504
	Iteration 19Q: 3 clusters Score -996131.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -996226.187500 Penalty: 4500.166504
	Iteration 20F: 3 clusters Score -996226.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -996320.937500 Penalty: 4500.166504
	Iteration 21Q: 3 clusters Score -996320.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -996399.250000 Penalty: 4500.166504
	Iteration 22Q: 3 clusters Score -996399.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -996483.375000 Penalty: 4500.166504
	Iteration 23Q: 3 clusters Score -996483.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -996558.250000 Penalty: 4500.166504
	Iteration 24Q: 3 clusters Score -996558.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -996629.437500 Penalty: 4500.166504
	Iteration 25Q: 3 clusters Score -996629.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -996679.500000 Penalty: 4500.166504
	Iteration 26Q: 3 clusters Score -996679.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -996702.625000 Penalty: 4500.166504
	Iteration 27Q: 3 clusters Score -996702.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -996720.750000 Penalty: 4500.166504
	Iteration 28Q: 3 clusters Score -996720.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -996726.625000 Penalty: 4500.166504
	Iteration 29Q: 3 clusters Score -996726.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -996730.562500 Penalty: 4500.166504
	Iteration 30Q: 3 clusters Score -996730.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -996734.000000 Penalty: 4500.166504
	Iteration 31Q: 3 clusters Score -996734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -996735.000000 Penalty: 4500.166504
	Iteration 32Q: 3 clusters Score -996735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -996737.937500 Penalty: 4500.166504
	Iteration 33Q: 3 clusters Score -996737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -996739.000000 Penalty: 4500.166504
	Iteration 34Q: 3 clusters Score -996739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -996742.250000 Penalty: 4500.166504
	Iteration 35Q: 3 clusters Score -996742.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -996744.062500 Penalty: 4500.166504
	Iteration 36Q: 3 clusters Score -996744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -996745.125000 Penalty: 4500.166504
	Iteration 37Q: 3 clusters Score -996745.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -996747.625000 Penalty: 4500.166504
	Iteration 38Q: 3 clusters Score -996747.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -996750.625000 Penalty: 4500.166504
	Iteration 39Q: 3 clusters Score -996750.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -996752.875000 Penalty: 4500.166504
	Iteration 40F: 3 clusters Score -996752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -996754.312500 Penalty: 4500.166504
	Iteration 41Q: 3 clusters Score -996754.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -996757.375000 Penalty: 4500.166504
	Iteration 42Q: 3 clusters Score -996757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -996756.062500 Penalty: 4500.166504
	Iteration 43Q: 3 clusters Score -996756.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -996757.562500 Penalty: 4500.166504
	Iteration 44Q: 3 clusters Score -996757.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -996759.562500 Penalty: 4500.166504
	Iteration 45Q: 3 clusters Score -996759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -996761.875000 Penalty: 4500.166504
	Iteration 46Q: 3 clusters Score -996761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -996761.312500 Penalty: 4500.166504
	Iteration 47Q: 3 clusters Score -996761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -996763.500000 Penalty: 4500.166504
	Iteration 48Q: 3 clusters Score -996763.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -996762.625000 Penalty: 4500.166504
	Iteration 49Q: 3 clusters Score -996762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -996762.625000 Penalty: 4500.166504
	Iteration 50F: 3 clusters Score -996762.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -281894.781250 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -281894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -279025.156250 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -279025.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -279559.031250 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -279559 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -279710.437500 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -279710.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -279804.500000 Penalty: 3863.569336
	Iteration 3Q: 3 clusters Score -279804.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -279872.093750 Penalty: 3863.569336
	Iteration 4Q: 3 clusters Score -279872.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -279937.343750 Penalty: 3863.569336
	Iteration 5Q: 3 clusters Score -279937.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -279996.562500 Penalty: 3863.569336
	Iteration 6Q: 3 clusters Score -279996.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -280028.500000 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -280028.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -280055.093750 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -280055.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -280075.593750 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -280075.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -280088.656250 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -280088.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -280095.250000 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -280095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -280101.437500 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -280101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -280107.812500 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -280107.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -280114.312500 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -280114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -280117.906250 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -280117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -280120.187500 Penalty: 3863.569336
	Iteration 16Q: 3 clusters Score -280120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -280123.781250 Penalty: 3863.569336
	Iteration 17Q: 3 clusters Score -280123.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -280130.625000 Penalty: 3863.569336
	Iteration 18Q: 3 clusters Score -280130.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -280137.375000 Penalty: 3863.569336
	Iteration 19Q: 3 clusters Score -280137.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -280143.812500 Penalty: 3863.569336
	Iteration 20F: 3 clusters Score -280143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -280148.500000 Penalty: 3863.569336
	Iteration 21Q: 3 clusters Score -280148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -280149.343750 Penalty: 3863.569336
	Iteration 22Q: 3 clusters Score -280149.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -280149.875000 Penalty: 3863.569336
	Iteration 23Q: 3 clusters Score -280149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -280149.875000 Penalty: 3863.569336
	Iteration 24F: 3 clusters Score -280149.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (41367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Entering Unmasked Estep 
Score: -4482146.500000 Penalty: 2636.299072
	Iteration 0F: 2 clusters Score -4482146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -4454199.000000 Penalty: 5272.598145
	Iteration 0F: 3 clusters Score -4454199 nChanged 18822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -4464860.500000 Penalty: 5272.598145
	Iteration 1F: 3 clusters Score -4464860 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -4465975.000000 Penalty: 5272.598145
	Iteration 2F: 3 clusters Score -4465975 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4467268.500000 Penalty: 5272.598145
	Iteration 3F: 3 clusters Score -4467268 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -4468817.000000 Penalty: 5272.598145
	Iteration 4F: 3 clusters Score -4468817 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4470454.500000 Penalty: 5272.598145
	Iteration 5F: 3 clusters Score -4470454 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4471893.000000 Penalty: 5272.598145
	Iteration 6F: 3 clusters Score -4471893 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4473077.000000 Penalty: 5272.598145
	Iteration 7F: 3 clusters Score -4473077 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -4473906.500000 Penalty: 5272.598145
	Iteration 8Q: 3 clusters Score -4473906 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4474426.500000 Penalty: 5272.598145
	Iteration 9Q: 3 clusters Score -4474426 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4474856.500000 Penalty: 5272.598145
	Iteration 10Q: 3 clusters Score -4474856 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4475179.500000 Penalty: 5272.598145
	Iteration 11Q: 3 clusters Score -4475180 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -4475421.000000 Penalty: 5272.598145
	Iteration 12Q: 3 clusters Score -4475421 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -4475619.500000 Penalty: 5272.598145
	Iteration 13Q: 3 clusters Score -4475620 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -4475790.500000 Penalty: 5272.598145
	Iteration 14Q: 3 clusters Score -4475790 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4475905.000000 Penalty: 5272.598145
	Iteration 15Q: 3 clusters Score -4475905 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4476045.000000 Penalty: 5272.598145
	Iteration 16Q: 3 clusters Score -4476045 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -4476153.500000 Penalty: 5272.598145
	Iteration 17Q: 3 clusters Score -4476154 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -4476264.000000 Penalty: 5272.598145
	Iteration 18Q: 3 clusters Score -4476264 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -4476326.500000 Penalty: 5272.598145
	Iteration 19Q: 3 clusters Score -4476326 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4476421.000000 Penalty: 5272.598145
	Iteration 20F: 3 clusters Score -4476421 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -4476502.000000 Penalty: 5272.598145
	Iteration 21Q: 3 clusters Score -4476502 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -4476569.000000 Penalty: 5272.598145
	Iteration 22Q: 3 clusters Score -4476569 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -4476629.500000 Penalty: 5272.598145
	Iteration 23Q: 3 clusters Score -4476630 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -4476670.000000 Penalty: 5272.598145
	Iteration 24Q: 3 clusters Score -4476670 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4476715.500000 Penalty: 5272.598145
	Iteration 25Q: 3 clusters Score -4476716 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4476752.500000 Penalty: 5272.598145
	Iteration 26Q: 3 clusters Score -4476752 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -4476808.000000 Penalty: 5272.598145
	Iteration 27Q: 3 clusters Score -4476808 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -4476863.500000 Penalty: 5272.598145
	Iteration 28Q: 3 clusters Score -4476864 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -4476906.000000 Penalty: 5272.598145
	Iteration 29Q: 3 clusters Score -4476906 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4476973.500000 Penalty: 5272.598145
	Iteration 30Q: 3 clusters Score -4476974 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4477075.500000 Penalty: 5272.598145
	Iteration 31Q: 3 clusters Score -4477076 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4477187.500000 Penalty: 5272.598145
	Iteration 32Q: 3 clusters Score -4477188 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -4477274.500000 Penalty: 5272.598145
	Iteration 33Q: 3 clusters Score -4477274 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4477367.500000 Penalty: 5272.598145
	Iteration 34Q: 3 clusters Score -4477368 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4477483.500000 Penalty: 5272.598145
	Iteration 35Q: 3 clusters Score -4477484 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4477603.000000 Penalty: 5272.598145
	Iteration 36Q: 3 clusters Score -4477603 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4477748.500000 Penalty: 5272.598145
	Iteration 37Q: 3 clusters Score -4477748 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4477869.500000 Penalty: 5272.598145
	Iteration 38Q: 3 clusters Score -4477870 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4478045.000000 Penalty: 5272.598145
	Iteration 39Q: 3 clusters Score -4478045 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4478210.500000 Penalty: 5272.598145
	Iteration 40F: 3 clusters Score -4478210 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4478387.000000 Penalty: 5272.598145
	Iteration 41Q: 3 clusters Score -4478387 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4478588.000000 Penalty: 5272.598145
	Iteration 42Q: 3 clusters Score -4478588 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -4478737.500000 Penalty: 5272.598145
	Iteration 43Q: 3 clusters Score -4478738 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4478927.000000 Penalty: 5272.598145
	Iteration 44Q: 3 clusters Score -4478927 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -4479146.000000 Penalty: 5272.598145
	Iteration 45Q: 3 clusters Score -4479146 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4479356.500000 Penalty: 5272.598145
	Iteration 46Q: 3 clusters Score -4479356 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -4479574.000000 Penalty: 5272.598145
	Iteration 47Q: 3 clusters Score -4479574 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -4479790.500000 Penalty: 5272.598145
	Iteration 48Q: 3 clusters Score -4479790 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -4479991.500000 Penalty: 5272.598145
	Iteration 49Q: 3 clusters Score -4479992 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -4480166.000000 Penalty: 5272.598145
	Iteration 50Q: 3 clusters Score -4480166 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -4480314.000000 Penalty: 5272.598145
	Iteration 51Q: 3 clusters Score -4480314 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -4480401.500000 Penalty: 5272.598145
	Iteration 52Q: 3 clusters Score -4480402 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -4480503.000000 Penalty: 5272.598145
	Iteration 53Q: 3 clusters Score -4480503 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -4480576.500000 Penalty: 5272.598145
	Iteration 54Q: 3 clusters Score -4480576 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -4480645.000000 Penalty: 5272.598145
	Iteration 55Q: 3 clusters Score -4480645 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -4480710.000000 Penalty: 5272.598145
	Iteration 56Q: 3 clusters Score -4480710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -4480739.500000 Penalty: 5272.598145
	Iteration 57Q: 3 clusters Score -4480740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -4480769.500000 Penalty: 5272.598145
	Iteration 58Q: 3 clusters Score -4480770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -4480787.500000 Penalty: 5272.598145
	Iteration 59Q: 3 clusters Score -4480788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -4480787.500000 Penalty: 5272.598145
	Iteration 60F: 3 clusters Score -4480788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -4480801.500000 Penalty: 5272.598145
	Iteration 61Q: 3 clusters Score -4480802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -4480812.000000 Penalty: 5272.598145
	Iteration 62Q: 3 clusters Score -4480812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -4480817.000000 Penalty: 5272.598145
	Iteration 63Q: 3 clusters Score -4480817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -4480823.000000 Penalty: 5272.598145
	Iteration 64Q: 3 clusters Score -4480823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4480824.500000 Penalty: 5272.598145
	Iteration 65Q: 3 clusters Score -4480824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -4480834.500000 Penalty: 5272.598145
	Iteration 66Q: 3 clusters Score -4480834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -4480836.000000 Penalty: 5272.598145
	Iteration 67Q: 3 clusters Score -4480836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -4480838.500000 Penalty: 5272.598145
	Iteration 68Q: 3 clusters Score -4480838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -4480847.000000 Penalty: 5272.598145
	Iteration 69Q: 3 clusters Score -4480847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -4480851.000000 Penalty: 5272.598145
	Iteration 70Q: 3 clusters Score -4480851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -4480849.500000 Penalty: 5272.598145
	Iteration 71Q: 3 clusters Score -4480850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -4480846.500000 Penalty: 5272.598145
	Iteration 72Q: 3 clusters Score -4480846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -4480846.000000 Penalty: 5272.598145
	Iteration 73Q: 3 clusters Score -4480846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -4480845.500000 Penalty: 5272.598145
	Iteration 74Q: 3 clusters Score -4480846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -4480845.500000 Penalty: 5272.598145
	Iteration 75Q: 3 clusters Score -4480846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -4480840.000000 Penalty: 5272.598145
	Iteration 76Q: 3 clusters Score -4480840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -4480843.500000 Penalty: 5272.598145
	Iteration 77Q: 3 clusters Score -4480844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -4480846.500000 Penalty: 5272.598145
	Iteration 78Q: 3 clusters Score -4480846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -4480843.000000 Penalty: 5272.598145
	Iteration 79Q: 3 clusters Score -4480843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -4480847.000000 Penalty: 5272.598145
	Iteration 80F: 3 clusters Score -4480847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -4480845.000000 Penalty: 5272.598145
	Iteration 81Q: 3 clusters Score -4480845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -4480846.000000 Penalty: 5272.598145
	Iteration 82Q: 3 clusters Score -4480846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -4480846.000000 Penalty: 5272.598145
	Iteration 83F: 3 clusters Score -4480846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -81405.625000 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -81405.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79635.882812 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -79635.88 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80027.265625 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -80027.27 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -80276.664062 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -80276.66 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -80635.726562 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -80635.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81007.804688 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -81007.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81350.234375 Penalty: 3360.014893
	Iteration 5F: 3 clusters Score -81350.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -81745.000000 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -81745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -81825.617188 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -81825.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81850.398438 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -81850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81852.382812 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -81852.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81852.382812 Penalty: 3360.014893
	Iteration 10F: 3 clusters Score -81852.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 409 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Mstep: Class 67 contains 466 members 
Entering Unmasked Estep 
Score: -133773704.000000 Penalty: 232283.140625
Splitting cluster 41 changes total score from -133775080.000000 to -133773704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (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: -916151.062500 Penalty: 2228.173096
	Iteration 0F: 2 clusters Score -916151.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -909797.312500 Penalty: 4456.346191
	Iteration 0F: 3 clusters Score -909797.3 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -911659.250000 Penalty: 4456.346191
	Iteration 1F: 3 clusters Score -911659.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -912024.500000 Penalty: 4456.346191
	Iteration 2F: 3 clusters Score -912024.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -912379.437500 Penalty: 4456.346191
	Iteration 3F: 3 clusters Score -912379.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -912678.875000 Penalty: 4456.346191
	Iteration 4F: 3 clusters Score -912678.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -912904.687500 Penalty: 4456.346191
	Iteration 5Q: 3 clusters Score -912904.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -913162.375000 Penalty: 4456.346191
	Iteration 6Q: 3 clusters Score -913162.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -913481.500000 Penalty: 4456.346191
	Iteration 7Q: 3 clusters Score -913481.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -913826.937500 Penalty: 4456.346191
	Iteration 8Q: 3 clusters Score -913826.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -914146.375000 Penalty: 4456.346191
	Iteration 9Q: 3 clusters Score -914146.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -914439.187500 Penalty: 4456.346191
	Iteration 10Q: 3 clusters Score -914439.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -914694.375000 Penalty: 4456.346191
	Iteration 11Q: 3 clusters Score -914694.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -914851.062500 Penalty: 4456.346191
	Iteration 12Q: 3 clusters Score -914851.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -914962.625000 Penalty: 4456.346191
	Iteration 13Q: 3 clusters Score -914962.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -915048.312500 Penalty: 4456.346191
	Iteration 14Q: 3 clusters Score -915048.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -915090.250000 Penalty: 4456.346191
	Iteration 15Q: 3 clusters Score -915090.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -915137.500000 Penalty: 4456.346191
	Iteration 16Q: 3 clusters Score -915137.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -915170.375000 Penalty: 4456.346191
	Iteration 17Q: 3 clusters Score -915170.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -915188.875000 Penalty: 4456.346191
	Iteration 18Q: 3 clusters Score -915188.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -915197.687500 Penalty: 4456.346191
	Iteration 19Q: 3 clusters Score -915197.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -915199.625000 Penalty: 4456.346191
	Iteration 20F: 3 clusters Score -915199.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -915203.750000 Penalty: 4456.346191
	Iteration 21Q: 3 clusters Score -915203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -915204.750000 Penalty: 4456.346191
	Iteration 22Q: 3 clusters Score -915204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -915206.062500 Penalty: 4456.346191
	Iteration 23Q: 3 clusters Score -915206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -915206.687500 Penalty: 4456.346191
	Iteration 24Q: 3 clusters Score -915206.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -915205.562500 Penalty: 4456.346191
	Iteration 25Q: 3 clusters Score -915205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -915205.062500 Penalty: 4456.346191
	Iteration 26Q: 3 clusters Score -915205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -915206.500000 Penalty: 4456.346191
	Iteration 27Q: 3 clusters Score -915206.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -915206.500000 Penalty: 4456.346191
	Iteration 28F: 3 clusters Score -915206.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -47090.230469 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -47090.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45746.511719 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -45746.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45925.078125 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -45925.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46106.175781 Penalty: 2895.514160
	Iteration 2F: 3 clusters Score -46106.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46198.414062 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -46198.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46280.578125 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -46280.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46347.382812 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -46347.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46419.101562 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -46419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46585.851562 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -46585.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46646.984375 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -46646.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46684.351562 Penalty: 2895.514160
	Iteration 9Q: 3 clusters Score -46684.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46708.160156 Penalty: 2895.514160
	Iteration 10Q: 3 clusters Score -46708.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46712.476562 Penalty: 2895.514160
	Iteration 11Q: 3 clusters Score -46712.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46715.093750 Penalty: 2895.514160
	Iteration 12F: 3 clusters Score -46715.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46738.683594 Penalty: 2895.514160
	Iteration 13Q: 3 clusters Score -46738.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46749.449219 Penalty: 2895.514160
	Iteration 14Q: 3 clusters Score -46749.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46755.003906 Penalty: 2895.514160
	Iteration 15Q: 3 clusters Score -46755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46755.003906 Penalty: 2895.514160
	Iteration 16F: 3 clusters Score -46755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -312859.750000 Penalty: 1954.064331
	Iteration 0F: 2 clusters Score -312859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -309812.187500 Penalty: 3908.128662
	Iteration 0F: 3 clusters Score -309812.2 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -310422.500000 Penalty: 3908.128662
	Iteration 1F: 3 clusters Score -310422.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -310559.812500 Penalty: 3908.128662
	Iteration 2F: 3 clusters Score -310559.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -310627.031250 Penalty: 3908.128662
	Iteration 3Q: 3 clusters Score -310627 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -310672.000000 Penalty: 3908.128662
	Iteration 4Q: 3 clusters Score -310672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -310704.687500 Penalty: 3908.128662
	Iteration 5Q: 3 clusters Score -310704.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -310733.406250 Penalty: 3908.128662
	Iteration 6Q: 3 clusters Score -310733.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -310767.781250 Penalty: 3908.128662
	Iteration 7Q: 3 clusters Score -310767.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -310800.468750 Penalty: 3908.128662
	Iteration 8Q: 3 clusters Score -310800.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -310829.843750 Penalty: 3908.128662
	Iteration 9Q: 3 clusters Score -310829.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -310869.625000 Penalty: 3908.128662
	Iteration 10Q: 3 clusters Score -310869.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -310904.406250 Penalty: 3908.128662
	Iteration 11Q: 3 clusters Score -310904.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -310955.281250 Penalty: 3908.128662
	Iteration 12Q: 3 clusters Score -310955.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -310996.625000 Penalty: 3908.128662
	Iteration 13Q: 3 clusters Score -310996.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -311035.343750 Penalty: 3908.128662
	Iteration 14Q: 3 clusters Score -311035.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -311078.968750 Penalty: 3908.128662
	Iteration 15Q: 3 clusters Score -311079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -311117.218750 Penalty: 3908.128662
	Iteration 16Q: 3 clusters Score -311117.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -311174.968750 Penalty: 3908.128662
	Iteration 17Q: 3 clusters Score -311175 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -311232.687500 Penalty: 3908.128662
	Iteration 18Q: 3 clusters Score -311232.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -311277.437500 Penalty: 3908.128662
	Iteration 19Q: 3 clusters Score -311277.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -311320.781250 Penalty: 3908.128662
	Iteration 20F: 3 clusters Score -311320.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -311360.812500 Penalty: 3908.128662
	Iteration 21Q: 3 clusters Score -311360.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -311401.875000 Penalty: 3908.128662
	Iteration 22Q: 3 clusters Score -311401.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -311459.875000 Penalty: 3908.128662
	Iteration 23Q: 3 clusters Score -311459.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -311505.843750 Penalty: 3908.128662
	Iteration 24Q: 3 clusters Score -311505.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -311538.875000 Penalty: 3908.128662
	Iteration 25Q: 3 clusters Score -311538.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -311571.031250 Penalty: 3908.128662
	Iteration 26Q: 3 clusters Score -311571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -311607.750000 Penalty: 3908.128662
	Iteration 27Q: 3 clusters Score -311607.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -311647.218750 Penalty: 3908.128662
	Iteration 28Q: 3 clusters Score -311647.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -311671.687500 Penalty: 3908.128662
	Iteration 29Q: 3 clusters Score -311671.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -311686.500000 Penalty: 3908.128662
	Iteration 30Q: 3 clusters Score -311686.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -311695.843750 Penalty: 3908.128662
	Iteration 31Q: 3 clusters Score -311695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -311701.093750 Penalty: 3908.128662
	Iteration 32Q: 3 clusters Score -311701.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -311703.656250 Penalty: 3908.128662
	Iteration 33Q: 3 clusters Score -311703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -311705.781250 Penalty: 3908.128662
	Iteration 34Q: 3 clusters Score -311705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -311706.718750 Penalty: 3908.128662
	Iteration 35Q: 3 clusters Score -311706.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -311708.156250 Penalty: 3908.128662
	Iteration 36Q: 3 clusters Score -311708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -311709.281250 Penalty: 3908.128662
	Iteration 37Q: 3 clusters Score -311709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -311709.781250 Penalty: 3908.128662
	Iteration 38Q: 3 clusters Score -311709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -311709.781250 Penalty: 3908.128662
	Iteration 39F: 3 clusters Score -311709.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -454860.000000 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -454860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -451001.812500 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -451001.8 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -451893.812500 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -451893.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -452110.468750 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -452110.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -452245.593750 Penalty: 4109.364258
	Iteration 3Q: 3 clusters Score -452245.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -452362.312500 Penalty: 4109.364258
	Iteration 4Q: 3 clusters Score -452362.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -452466.218750 Penalty: 4109.364258
	Iteration 5Q: 3 clusters Score -452466.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -452567.406250 Penalty: 4109.364258
	Iteration 6Q: 3 clusters Score -452567.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -452655.281250 Penalty: 4109.364258
	Iteration 7Q: 3 clusters Score -452655.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -452746.687500 Penalty: 4109.364258
	Iteration 8Q: 3 clusters Score -452746.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -452826.718750 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -452826.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -452907.937500 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -452907.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -452970.812500 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -452970.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -453041.625000 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -453041.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -453095.906250 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -453095.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -453133.312500 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -453133.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -453156.937500 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -453156.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -453177.375000 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -453177.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -453190.562500 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -453190.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -453201.093750 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -453201.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -453213.562500 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -453213.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -453224.718750 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -453224.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -453231.406250 Penalty: 4109.364258
	Iteration 21Q: 3 clusters Score -453231.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -453237.468750 Penalty: 4109.364258
	Iteration 22Q: 3 clusters Score -453237.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -453242.656250 Penalty: 4109.364258
	Iteration 23Q: 3 clusters Score -453242.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -453244.750000 Penalty: 4109.364258
	Iteration 24Q: 3 clusters Score -453244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -453245.125000 Penalty: 4109.364258
	Iteration 25Q: 3 clusters Score -453245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -453248.062500 Penalty: 4109.364258
	Iteration 26Q: 3 clusters Score -453248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -453249.437500 Penalty: 4109.364258
	Iteration 27Q: 3 clusters Score -453249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -453251.718750 Penalty: 4109.364258
	Iteration 28Q: 3 clusters Score -453251.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -453252.375000 Penalty: 4109.364258
	Iteration 29Q: 3 clusters Score -453252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -453254.031250 Penalty: 4109.364258
	Iteration 30Q: 3 clusters Score -453254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -453256.125000 Penalty: 4109.364258
	Iteration 31Q: 3 clusters Score -453256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -453259.406250 Penalty: 4109.364258
	Iteration 32Q: 3 clusters Score -453259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -453259.437500 Penalty: 4109.364258
	Iteration 33Q: 3 clusters Score -453259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -453260.437500 Penalty: 4109.364258
	Iteration 34Q: 3 clusters Score -453260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -453260.437500 Penalty: 4109.364258
	Iteration 35F: 3 clusters Score -453260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (9399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Entering Unmasked Estep 
Score: -1098756.250000 Penalty: 2268.792969
	Iteration 0F: 2 clusters Score -1098756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1091437.500000 Penalty: 4537.585938
	Iteration 0F: 3 clusters Score -1091438 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1093584.250000 Penalty: 4537.585938
	Iteration 1F: 3 clusters Score -1093584 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1094009.000000 Penalty: 4537.585938
	Iteration 2F: 3 clusters Score -1094009 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1094391.750000 Penalty: 4537.585938
	Iteration 3F: 3 clusters Score -1094392 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1094775.375000 Penalty: 4537.585938
	Iteration 4F: 3 clusters Score -1094775 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1095138.250000 Penalty: 4537.585938
	Iteration 5F: 3 clusters Score -1095138 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1095459.375000 Penalty: 4537.585938
	Iteration 6F: 3 clusters Score -1095459 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1095715.875000 Penalty: 4537.585938
	Iteration 7Q: 3 clusters Score -1095716 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1095927.250000 Penalty: 4537.585938
	Iteration 8Q: 3 clusters Score -1095927 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1096115.750000 Penalty: 4537.585938
	Iteration 9Q: 3 clusters Score -1096116 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1096243.750000 Penalty: 4537.585938
	Iteration 10Q: 3 clusters Score -1096244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1096329.875000 Penalty: 4537.585938
	Iteration 11Q: 3 clusters Score -1096330 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1096389.625000 Penalty: 4537.585938
	Iteration 12Q: 3 clusters Score -1096390 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1096443.125000 Penalty: 4537.585938
	Iteration 13Q: 3 clusters Score -1096443 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1096474.375000 Penalty: 4537.585938
	Iteration 14Q: 3 clusters Score -1096474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1096509.000000 Penalty: 4537.585938
	Iteration 15Q: 3 clusters Score -1096509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1096531.250000 Penalty: 4537.585938
	Iteration 16Q: 3 clusters Score -1096531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1096555.750000 Penalty: 4537.585938
	Iteration 17Q: 3 clusters Score -1096556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1096580.500000 Penalty: 4537.585938
	Iteration 18Q: 3 clusters Score -1096580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1096604.125000 Penalty: 4537.585938
	Iteration 19Q: 3 clusters Score -1096604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1096616.375000 Penalty: 4537.585938
	Iteration 20F: 3 clusters Score -1096616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1096629.625000 Penalty: 4537.585938
	Iteration 21Q: 3 clusters Score -1096630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1096634.000000 Penalty: 4537.585938
	Iteration 22Q: 3 clusters Score -1096634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1096641.750000 Penalty: 4537.585938
	Iteration 23Q: 3 clusters Score -1096642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1096642.250000 Penalty: 4537.585938
	Iteration 24Q: 3 clusters Score -1096642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1096645.500000 Penalty: 4537.585938
	Iteration 25Q: 3 clusters Score -1096646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1096647.250000 Penalty: 4537.585938
	Iteration 26Q: 3 clusters Score -1096647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1096656.375000 Penalty: 4537.585938
	Iteration 27Q: 3 clusters Score -1096656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1096666.500000 Penalty: 4537.585938
	Iteration 28Q: 3 clusters Score -1096666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1096676.875000 Penalty: 4537.585938
	Iteration 29Q: 3 clusters Score -1096677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1096692.375000 Penalty: 4537.585938
	Iteration 30Q: 3 clusters Score -1096692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1096699.375000 Penalty: 4537.585938
	Iteration 31Q: 3 clusters Score -1096699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1096705.500000 Penalty: 4537.585938
	Iteration 32Q: 3 clusters Score -1096706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1096713.125000 Penalty: 4537.585938
	Iteration 33Q: 3 clusters Score -1096713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1096715.625000 Penalty: 4537.585938
	Iteration 34Q: 3 clusters Score -1096716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1096728.125000 Penalty: 4537.585938
	Iteration 35Q: 3 clusters Score -1096728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1096737.500000 Penalty: 4537.585938
	Iteration 36Q: 3 clusters Score -1096738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1096746.250000 Penalty: 4537.585938
	Iteration 37Q: 3 clusters Score -1096746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1096751.125000 Penalty: 4537.585938
	Iteration 38Q: 3 clusters Score -1096751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1096756.250000 Penalty: 4537.585938
	Iteration 39Q: 3 clusters Score -1096756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1096763.000000 Penalty: 4537.585938
	Iteration 40F: 3 clusters Score -1096763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1096770.875000 Penalty: 4537.585938
	Iteration 41Q: 3 clusters Score -1096771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1096780.000000 Penalty: 4537.585938
	Iteration 42Q: 3 clusters Score -1096780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1096780.625000 Penalty: 4537.585938
	Iteration 43Q: 3 clusters Score -1096781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1096785.000000 Penalty: 4537.585938
	Iteration 44Q: 3 clusters Score -1096785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1096785.875000 Penalty: 4537.585938
	Iteration 45Q: 3 clusters Score -1096786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1096785.875000 Penalty: 4537.585938
	Iteration 46Q: 3 clusters Score -1096786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1096785.375000 Penalty: 4537.585938
	Iteration 47Q: 3 clusters Score -1096785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1096787.375000 Penalty: 4537.585938
	Iteration 48Q: 3 clusters Score -1096787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1096789.125000 Penalty: 4537.585938
	Iteration 49Q: 3 clusters Score -1096789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1096790.500000 Penalty: 4537.585938
	Iteration 50Q: 3 clusters Score -1096790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1096793.500000 Penalty: 4537.585938
	Iteration 51Q: 3 clusters Score -1096794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1096796.125000 Penalty: 4537.585938
	Iteration 52Q: 3 clusters Score -1096796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1096798.125000 Penalty: 4537.585938
	Iteration 53Q: 3 clusters Score -1096798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1096799.750000 Penalty: 4537.585938
	Iteration 54Q: 3 clusters Score -1096800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1096797.250000 Penalty: 4537.585938
	Iteration 55Q: 3 clusters Score -1096797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1096798.250000 Penalty: 4537.585938
	Iteration 56Q: 3 clusters Score -1096798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1096798.875000 Penalty: 4537.585938
	Iteration 57Q: 3 clusters Score -1096799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1096799.250000 Penalty: 4537.585938
	Iteration 58Q: 3 clusters Score -1096799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1096797.750000 Penalty: 4537.585938
	Iteration 59Q: 3 clusters Score -1096798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1096798.000000 Penalty: 4537.585938
	Iteration 60F: 3 clusters Score -1096798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1096797.625000 Penalty: 4537.585938
	Iteration 61Q: 3 clusters Score -1096798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1096797.625000 Penalty: 4537.585938
	Iteration 62F: 3 clusters Score -1096798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -232905.609375 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -232905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -230279.609375 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -230279.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -230718.125000 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -230718.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -230836.750000 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -230836.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -230892.312500 Penalty: 3767.561523
	Iteration 3Q: 3 clusters Score -230892.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -230927.140625 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -230927.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -230953.937500 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -230953.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -230982.343750 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -230982.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -231010.859375 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -231010.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -231031.484375 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -231031.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -231044.593750 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -231044.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -231056.468750 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -231056.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -231070.593750 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -231070.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -231085.515625 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -231085.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -231096.921875 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -231096.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -231107.078125 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -231107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -231116.296875 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -231116.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -231123.984375 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -231124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -231129.875000 Penalty: 3767.561523
	Iteration 17Q: 3 clusters Score -231129.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -231135.609375 Penalty: 3767.561523
	Iteration 18Q: 3 clusters Score -231135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -231138.031250 Penalty: 3767.561523
	Iteration 19Q: 3 clusters Score -231138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -231140.031250 Penalty: 3767.561523
	Iteration 20F: 3 clusters Score -231140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -231142.875000 Penalty: 3767.561523
	Iteration 21Q: 3 clusters Score -231142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -231145.593750 Penalty: 3767.561523
	Iteration 22Q: 3 clusters Score -231145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -231147.093750 Penalty: 3767.561523
	Iteration 23Q: 3 clusters Score -231147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -231149.046875 Penalty: 3767.561523
	Iteration 24Q: 3 clusters Score -231149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -231150.484375 Penalty: 3767.561523
	Iteration 25Q: 3 clusters Score -231150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -231153.125000 Penalty: 3767.561523
	Iteration 26Q: 3 clusters Score -231153.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -231159.750000 Penalty: 3767.561523
	Iteration 27Q: 3 clusters Score -231159.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -231166.968750 Penalty: 3767.561523
	Iteration 28Q: 3 clusters Score -231167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -231175.500000 Penalty: 3767.561523
	Iteration 29Q: 3 clusters Score -231175.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -231188.140625 Penalty: 3767.561523
	Iteration 30Q: 3 clusters Score -231188.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -231206.765625 Penalty: 3767.561523
	Iteration 31Q: 3 clusters Score -231206.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -231221.781250 Penalty: 3767.561523
	Iteration 32Q: 3 clusters Score -231221.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -231232.859375 Penalty: 3767.561523
	Iteration 33Q: 3 clusters Score -231232.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -231246.406250 Penalty: 3767.561523
	Iteration 34Q: 3 clusters Score -231246.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -231260.593750 Penalty: 3767.561523
	Iteration 35Q: 3 clusters Score -231260.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -231275.312500 Penalty: 3767.561523
	Iteration 36Q: 3 clusters Score -231275.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -231293.812500 Penalty: 3767.561523
	Iteration 37Q: 3 clusters Score -231293.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -231310.937500 Penalty: 3767.561523
	Iteration 38Q: 3 clusters Score -231310.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -231321.359375 Penalty: 3767.561523
	Iteration 39Q: 3 clusters Score -231321.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -231330.843750 Penalty: 3767.561523
	Iteration 40F: 3 clusters Score -231330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -231334.875000 Penalty: 3767.561523
	Iteration 41Q: 3 clusters Score -231334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -231343.062500 Penalty: 3767.561523
	Iteration 42Q: 3 clusters Score -231343.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -231347.500000 Penalty: 3767.561523
	Iteration 43Q: 3 clusters Score -231347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -231352.312500 Penalty: 3767.561523
	Iteration 44Q: 3 clusters Score -231352.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -231357.781250 Penalty: 3767.561523
	Iteration 45Q: 3 clusters Score -231357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -231360.781250 Penalty: 3767.561523
	Iteration 46Q: 3 clusters Score -231360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -231362.375000 Penalty: 3767.561523
	Iteration 47Q: 3 clusters Score -231362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -231362.375000 Penalty: 3767.561523
	Iteration 48F: 3 clusters Score -231362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -374212.562500 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -374212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -371302.562500 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -371302.6 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -372517.843750 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -372517.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -373222.031250 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -373222 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -373760.562500 Penalty: 3906.624512
	Iteration 3F: 3 clusters Score -373760.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -374085.250000 Penalty: 3906.624512
	Iteration 4F: 3 clusters Score -374085.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -374433.593750 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -374433.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -374655.968750 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -374656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -374722.437500 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -374722.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -374759.312500 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -374759.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -374773.781250 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -374773.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -374783.125000 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -374783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -374791.906250 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -374791.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -374798.156250 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -374798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -374800.750000 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -374800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -374803.093750 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -374803.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -374806.718750 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -374806.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -374815.031250 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -374815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -374824.343750 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -374824.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -374830.500000 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -374830.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -374837.406250 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -374837.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -374842.500000 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -374842.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -374848.125000 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -374848.1 nChanged 7
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: -374855.812500 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -374855.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -374862.437500 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -374862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -374865.593750 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -374865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -374867.093750 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -374867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -374869.343750 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -374869.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -374870.343750 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -374870.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -374870.343750 Penalty: 3906.624512
	Iteration 28F: 3 clusters Score -374870.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 1515 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Mstep: Class 67 contains 1119 members 
Entering Unmasked Estep 
Score: -133774344.000000 Penalty: 232283.140625
Splitting cluster 48 changes total score from -133775080.000000 to -133774344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (10727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Entering Unmasked Estep 
Score: -1212672.250000 Penalty: 2301.568848
	Iteration 0F: 2 clusters Score -1212672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1204619.125000 Penalty: 4603.137695
	Iteration 0F: 3 clusters Score -1204619 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1207186.125000 Penalty: 4603.137695
	Iteration 1F: 3 clusters Score -1207186 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1207599.625000 Penalty: 4603.137695
	Iteration 2F: 3 clusters Score -1207600 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1207956.250000 Penalty: 4603.137695
	Iteration 3F: 3 clusters Score -1207956 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1208356.375000 Penalty: 4603.137695
	Iteration 4F: 3 clusters Score -1208356 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1208782.625000 Penalty: 4603.137695
	Iteration 5F: 3 clusters Score -1208783 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1209232.125000 Penalty: 4603.137695
	Iteration 6F: 3 clusters Score -1209232 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1209685.000000 Penalty: 4603.137695
	Iteration 7F: 3 clusters Score -1209685 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1210103.000000 Penalty: 4603.137695
	Iteration 8Q: 3 clusters Score -1210103 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1210463.125000 Penalty: 4603.137695
	Iteration 9Q: 3 clusters Score -1210463 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1210782.500000 Penalty: 4603.137695
	Iteration 10Q: 3 clusters Score -1210782 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1210997.875000 Penalty: 4603.137695
	Iteration 11Q: 3 clusters Score -1210998 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1211155.125000 Penalty: 4603.137695
	Iteration 12Q: 3 clusters Score -1211155 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1211278.750000 Penalty: 4603.137695
	Iteration 13Q: 3 clusters Score -1211279 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1211401.250000 Penalty: 4603.137695
	Iteration 14Q: 3 clusters Score -1211401 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1211528.000000 Penalty: 4603.137695
	Iteration 15Q: 3 clusters Score -1211528 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1211691.000000 Penalty: 4603.137695
	Iteration 16Q: 3 clusters Score -1211691 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1211939.250000 Penalty: 4603.137695
	Iteration 17Q: 3 clusters Score -1211939 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1212296.000000 Penalty: 4603.137695
	Iteration 18Q: 3 clusters Score -1212296 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1212658.750000 Penalty: 4603.137695
	Iteration 19Q: 3 clusters Score -1212659 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1212859.875000 Penalty: 4603.137695
	Iteration 20F: 3 clusters Score -1212860 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1212947.750000 Penalty: 4603.137695
	Iteration 21Q: 3 clusters Score -1212948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1212978.375000 Penalty: 4603.137695
	Iteration 22Q: 3 clusters Score -1212978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1212986.000000 Penalty: 4603.137695
	Iteration 23Q: 3 clusters Score -1212986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1212985.000000 Penalty: 4603.137695
	Iteration 24Q: 3 clusters Score -1212985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1212984.875000 Penalty: 4603.137695
	Iteration 25Q: 3 clusters Score -1212985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1212988.250000 Penalty: 4603.137695
	Iteration 26Q: 3 clusters Score -1212988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1212989.625000 Penalty: 4603.137695
	Iteration 27Q: 3 clusters Score -1212990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1212989.625000 Penalty: 4603.137695
	Iteration 28F: 3 clusters Score -1212990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 4085 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Mstep: Class 67 contains 6642 members 
Entering Unmasked Estep 
Score: -133774248.000000 Penalty: 232283.140625
Splitting cluster 49 changes total score from -133775080.000000 to -133774248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -1062789.375000 Penalty: 2262.432129
	Iteration 0F: 2 clusters Score -1062789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1055700.500000 Penalty: 4524.864258
	Iteration 0F: 3 clusters Score -1055700 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1058038.875000 Penalty: 4524.864258
	Iteration 1F: 3 clusters Score -1058039 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1058789.375000 Penalty: 4524.864258
	Iteration 2F: 3 clusters Score -1058789 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1059417.750000 Penalty: 4524.864258
	Iteration 3F: 3 clusters Score -1059418 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1059996.625000 Penalty: 4524.864258
	Iteration 4F: 3 clusters Score -1059997 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1060401.000000 Penalty: 4524.864258
	Iteration 5F: 3 clusters Score -1060401 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1060592.625000 Penalty: 4524.864258
	Iteration 6Q: 3 clusters Score -1060593 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1060689.625000 Penalty: 4524.864258
	Iteration 7Q: 3 clusters Score -1060690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1060757.375000 Penalty: 4524.864258
	Iteration 8Q: 3 clusters Score -1060757 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1060797.500000 Penalty: 4524.864258
	Iteration 9Q: 3 clusters Score -1060798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1060826.875000 Penalty: 4524.864258
	Iteration 10Q: 3 clusters Score -1060827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1060856.625000 Penalty: 4524.864258
	Iteration 11Q: 3 clusters Score -1060857 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1060880.750000 Penalty: 4524.864258
	Iteration 12Q: 3 clusters Score -1060881 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1060910.375000 Penalty: 4524.864258
	Iteration 13Q: 3 clusters Score -1060910 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1060957.750000 Penalty: 4524.864258
	Iteration 14Q: 3 clusters Score -1060958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1061000.875000 Penalty: 4524.864258
	Iteration 15Q: 3 clusters Score -1061001 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1061035.000000 Penalty: 4524.864258
	Iteration 16Q: 3 clusters Score -1061035 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1061054.500000 Penalty: 4524.864258
	Iteration 17Q: 3 clusters Score -1061054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1061068.875000 Penalty: 4524.864258
	Iteration 18Q: 3 clusters Score -1061069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1061074.875000 Penalty: 4524.864258
	Iteration 19Q: 3 clusters Score -1061075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1061077.875000 Penalty: 4524.864258
	Iteration 20F: 3 clusters Score -1061078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1061085.500000 Penalty: 4524.864258
	Iteration 21Q: 3 clusters Score -1061086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1061092.000000 Penalty: 4524.864258
	Iteration 22Q: 3 clusters Score -1061092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1061094.125000 Penalty: 4524.864258
	Iteration 23Q: 3 clusters Score -1061094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1061096.875000 Penalty: 4524.864258
	Iteration 24Q: 3 clusters Score -1061097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1061100.375000 Penalty: 4524.864258
	Iteration 25Q: 3 clusters Score -1061100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1061099.875000 Penalty: 4524.864258
	Iteration 26Q: 3 clusters Score -1061100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1061103.000000 Penalty: 4524.864258
	Iteration 27Q: 3 clusters Score -1061103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1061104.625000 Penalty: 4524.864258
	Iteration 28Q: 3 clusters Score -1061105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1061111.000000 Penalty: 4524.864258
	Iteration 29Q: 3 clusters Score -1061111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1061110.625000 Penalty: 4524.864258
	Iteration 30Q: 3 clusters Score -1061111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1061112.250000 Penalty: 4524.864258
	Iteration 31Q: 3 clusters Score -1061112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1061115.500000 Penalty: 4524.864258
	Iteration 32Q: 3 clusters Score -1061116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1061115.250000 Penalty: 4524.864258
	Iteration 33Q: 3 clusters Score -1061115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1061117.125000 Penalty: 4524.864258
	Iteration 34Q: 3 clusters Score -1061117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1061119.500000 Penalty: 4524.864258
	Iteration 35Q: 3 clusters Score -1061120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1061121.625000 Penalty: 4524.864258
	Iteration 36Q: 3 clusters Score -1061122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1061118.375000 Penalty: 4524.864258
	Iteration 37Q: 3 clusters Score -1061118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1061121.750000 Penalty: 4524.864258
	Iteration 38Q: 3 clusters Score -1061122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1061122.250000 Penalty: 4524.864258
	Iteration 39Q: 3 clusters Score -1061122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1061123.625000 Penalty: 4524.864258
	Iteration 40F: 3 clusters Score -1061124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1061124.000000 Penalty: 4524.864258
	Iteration 41Q: 3 clusters Score -1061124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1061124.625000 Penalty: 4524.864258
	Iteration 42Q: 3 clusters Score -1061125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1061126.375000 Penalty: 4524.864258
	Iteration 43Q: 3 clusters Score -1061126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1061127.625000 Penalty: 4524.864258
	Iteration 44Q: 3 clusters Score -1061128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1061126.625000 Penalty: 4524.864258
	Iteration 45Q: 3 clusters Score -1061127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1061127.000000 Penalty: 4524.864258
	Iteration 46Q: 3 clusters Score -1061127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1061127.000000 Penalty: 4524.864258
	Iteration 47F: 3 clusters Score -1061127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -117794.820312 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -117794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -116107.429688 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -116107.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116880.148438 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -116880.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -117280.867188 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -117280.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117477.320312 Penalty: 3359.447754
	Iteration 3F: 3 clusters Score -117477.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117604.031250 Penalty: 3359.447754
	Iteration 4Q: 3 clusters Score -117604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117691.718750 Penalty: 3359.447754
	Iteration 5Q: 3 clusters Score -117691.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117728.929688 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -117728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117750.468750 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -117750.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117762.054688 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -117762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117779.039062 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -117779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117783.070312 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -117783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117784.664062 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -117784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117784.664062 Penalty: 3359.447754
	Iteration 12F: 3 clusters Score -117784.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (15821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Entering Unmasked Estep 
Score: -1876921.875000 Penalty: 2397.935059
	Iteration 0F: 2 clusters Score -1876922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1865462.375000 Penalty: 4795.870117
	Iteration 0F: 3 clusters Score -1865462 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1869186.750000 Penalty: 4795.870117
	Iteration 1F: 3 clusters Score -1869187 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1869852.500000 Penalty: 4795.870117
	Iteration 2F: 3 clusters Score -1869852 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1870616.625000 Penalty: 4795.870117
	Iteration 3F: 3 clusters Score -1870617 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1871504.875000 Penalty: 4795.870117
	Iteration 4F: 3 clusters Score -1871505 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1872338.875000 Penalty: 4795.870117
	Iteration 5F: 3 clusters Score -1872339 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1873029.625000 Penalty: 4795.870117
	Iteration 6F: 3 clusters Score -1873030 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1873458.750000 Penalty: 4795.870117
	Iteration 7Q: 3 clusters Score -1873459 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1873764.375000 Penalty: 4795.870117
	Iteration 8Q: 3 clusters Score -1873764 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1873951.125000 Penalty: 4795.870117
	Iteration 9Q: 3 clusters Score -1873951 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1874095.125000 Penalty: 4795.870117
	Iteration 10Q: 3 clusters Score -1874095 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1874238.750000 Penalty: 4795.870117
	Iteration 11Q: 3 clusters Score -1874239 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1874391.750000 Penalty: 4795.870117
	Iteration 12Q: 3 clusters Score -1874392 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1874521.250000 Penalty: 4795.870117
	Iteration 13Q: 3 clusters Score -1874521 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1874676.750000 Penalty: 4795.870117
	Iteration 14Q: 3 clusters Score -1874677 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1874866.250000 Penalty: 4795.870117
	Iteration 15Q: 3 clusters Score -1874866 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1875094.250000 Penalty: 4795.870117
	Iteration 16Q: 3 clusters Score -1875094 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1875345.125000 Penalty: 4795.870117
	Iteration 17Q: 3 clusters Score -1875345 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1875526.875000 Penalty: 4795.870117
	Iteration 18Q: 3 clusters Score -1875527 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1875677.000000 Penalty: 4795.870117
	Iteration 19Q: 3 clusters Score -1875677 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1875793.375000 Penalty: 4795.870117
	Iteration 20F: 3 clusters Score -1875793 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1875850.625000 Penalty: 4795.870117
	Iteration 21Q: 3 clusters Score -1875851 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1875888.250000 Penalty: 4795.870117
	Iteration 22Q: 3 clusters Score -1875888 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1875908.500000 Penalty: 4795.870117
	Iteration 23Q: 3 clusters Score -1875908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1875928.375000 Penalty: 4795.870117
	Iteration 24Q: 3 clusters Score -1875928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1875931.250000 Penalty: 4795.870117
	Iteration 25Q: 3 clusters Score -1875931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1875935.000000 Penalty: 4795.870117
	Iteration 26Q: 3 clusters Score -1875935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1875935.375000 Penalty: 4795.870117
	Iteration 27Q: 3 clusters Score -1875935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1875946.375000 Penalty: 4795.870117
	Iteration 28Q: 3 clusters Score -1875946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1875952.000000 Penalty: 4795.870117
	Iteration 29Q: 3 clusters Score -1875952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1875954.875000 Penalty: 4795.870117
	Iteration 30Q: 3 clusters Score -1875955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1875954.875000 Penalty: 4795.870117
	Iteration 31Q: 3 clusters Score -1875955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1875959.500000 Penalty: 4795.870117
	Iteration 32Q: 3 clusters Score -1875960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1875960.875000 Penalty: 4795.870117
	Iteration 33Q: 3 clusters Score -1875961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1875959.500000 Penalty: 4795.870117
	Iteration 34Q: 3 clusters Score -1875960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1875958.750000 Penalty: 4795.870117
	Iteration 35Q: 3 clusters Score -1875959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1875958.750000 Penalty: 4795.870117
	Iteration 36F: 3 clusters Score -1875959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -502473.593750 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -502473.6 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 2180 members 
Entering Unmasked Estep 
Score: -498279.187500 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -498279.2 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -499248.125000 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -499248.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -499449.750000 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -499449.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -499584.781250 Penalty: 4159.994141
	Iteration 3Q: 3 clusters Score -499584.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -499664.656250 Penalty: 4159.994141
	Iteration 4Q: 3 clusters Score -499664.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -499718.875000 Penalty: 4159.994141
	Iteration 5Q: 3 clusters Score -499718.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -499766.656250 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -499766.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -499801.156250 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -499801.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -499820.968750 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -499821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -499835.656250 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -499835.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -499847.187500 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -499847.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -499855.500000 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -499855.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -499863.875000 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -499863.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -499871.843750 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -499871.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -499877.843750 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -499877.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -499879.312500 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -499879.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -499881.843750 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -499881.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -499887.156250 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -499887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -499889.375000 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -499889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -499893.875000 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -499893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -499896.812500 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -499896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -499902.593750 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -499902.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -499908.312500 Penalty: 4159.994141
	Iteration 22Q: 3 clusters Score -499908.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -499912.281250 Penalty: 4159.994141
	Iteration 23Q: 3 clusters Score -499912.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -499914.781250 Penalty: 4159.994141
	Iteration 24Q: 3 clusters Score -499914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -499916.625000 Penalty: 4159.994141
	Iteration 25Q: 3 clusters Score -499916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -499918.187500 Penalty: 4159.994141
	Iteration 26Q: 3 clusters Score -499918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -499919.000000 Penalty: 4159.994141
	Iteration 27Q: 3 clusters Score -499919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -499922.375000 Penalty: 4159.994141
	Iteration 28Q: 3 clusters Score -499922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -499923.187500 Penalty: 4159.994141
	Iteration 29Q: 3 clusters Score -499923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -499923.968750 Penalty: 4159.994141
	Iteration 30Q: 3 clusters Score -499924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -499923.968750 Penalty: 4159.994141
	Iteration 31F: 3 clusters Score -499924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (16014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Entering Unmasked Estep 
Score: -1785460.250000 Penalty: 2400.942139
	Iteration 0F: 2 clusters Score -1785460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1773878.375000 Penalty: 4801.884277
	Iteration 0F: 3 clusters Score -1773878 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1777680.500000 Penalty: 4801.884277
	Iteration 1F: 3 clusters Score -1777680 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1778116.500000 Penalty: 4801.884277
	Iteration 2F: 3 clusters Score -1778116 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1778432.250000 Penalty: 4801.884277
	Iteration 3Q: 3 clusters Score -1778432 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1778663.750000 Penalty: 4801.884277
	Iteration 4Q: 3 clusters Score -1778664 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1778875.000000 Penalty: 4801.884277
	Iteration 5Q: 3 clusters Score -1778875 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1779082.375000 Penalty: 4801.884277
	Iteration 6Q: 3 clusters Score -1779082 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1779302.750000 Penalty: 4801.884277
	Iteration 7Q: 3 clusters Score -1779303 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1779529.250000 Penalty: 4801.884277
	Iteration 8Q: 3 clusters Score -1779529 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1779785.000000 Penalty: 4801.884277
	Iteration 9Q: 3 clusters Score -1779785 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1780090.875000 Penalty: 4801.884277
	Iteration 10Q: 3 clusters Score -1780091 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1780418.000000 Penalty: 4801.884277
	Iteration 11Q: 3 clusters Score -1780418 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1780793.375000 Penalty: 4801.884277
	Iteration 12Q: 3 clusters Score -1780793 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1781279.125000 Penalty: 4801.884277
	Iteration 13Q: 3 clusters Score -1781279 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1781799.625000 Penalty: 4801.884277
	Iteration 14Q: 3 clusters Score -1781800 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1782321.875000 Penalty: 4801.884277
	Iteration 15Q: 3 clusters Score -1782322 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1782735.750000 Penalty: 4801.884277
	Iteration 16Q: 3 clusters Score -1782736 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1783070.500000 Penalty: 4801.884277
	Iteration 17Q: 3 clusters Score -1783070 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1783303.750000 Penalty: 4801.884277
	Iteration 18Q: 3 clusters Score -1783304 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1783491.375000 Penalty: 4801.884277
	Iteration 19Q: 3 clusters Score -1783491 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1783641.125000 Penalty: 4801.884277
	Iteration 20F: 3 clusters Score -1783641 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1783750.750000 Penalty: 4801.884277
	Iteration 21Q: 3 clusters Score -1783751 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1783835.750000 Penalty: 4801.884277
	Iteration 22Q: 3 clusters Score -1783836 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1783886.875000 Penalty: 4801.884277
	Iteration 23Q: 3 clusters Score -1783887 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1783921.125000 Penalty: 4801.884277
	Iteration 24Q: 3 clusters Score -1783921 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1783939.875000 Penalty: 4801.884277
	Iteration 25Q: 3 clusters Score -1783940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1783953.875000 Penalty: 4801.884277
	Iteration 26Q: 3 clusters Score -1783954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1783976.375000 Penalty: 4801.884277
	Iteration 27Q: 3 clusters Score -1783976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1783997.000000 Penalty: 4801.884277
	Iteration 28Q: 3 clusters Score -1783997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1784009.375000 Penalty: 4801.884277
	Iteration 29Q: 3 clusters Score -1784009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1784018.625000 Penalty: 4801.884277
	Iteration 30Q: 3 clusters Score -1784019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1784027.375000 Penalty: 4801.884277
	Iteration 31Q: 3 clusters Score -1784027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1784035.000000 Penalty: 4801.884277
	Iteration 32Q: 3 clusters Score -1784035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1784041.625000 Penalty: 4801.884277
	Iteration 33Q: 3 clusters Score -1784042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1784041.875000 Penalty: 4801.884277
	Iteration 34Q: 3 clusters Score -1784042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1784044.125000 Penalty: 4801.884277
	Iteration 35Q: 3 clusters Score -1784044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1784046.125000 Penalty: 4801.884277
	Iteration 36Q: 3 clusters Score -1784046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1784044.125000 Penalty: 4801.884277
	Iteration 37Q: 3 clusters Score -1784044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1784046.125000 Penalty: 4801.884277
	Iteration 38Q: 3 clusters Score -1784046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1784048.750000 Penalty: 4801.884277
	Iteration 39Q: 3 clusters Score -1784049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1784048.375000 Penalty: 4801.884277
	Iteration 40F: 3 clusters Score -1784048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1784048.500000 Penalty: 4801.884277
	Iteration 41Q: 3 clusters Score -1784048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1784047.875000 Penalty: 4801.884277
	Iteration 42Q: 3 clusters Score -1784048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1784046.875000 Penalty: 4801.884277
	Iteration 43Q: 3 clusters Score -1784047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1784046.875000 Penalty: 4801.884277
	Iteration 44F: 3 clusters Score -1784047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -283406.531250 Penalty: 1882.531372
	Iteration 0F: 2 clusters Score -283406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -280826.500000 Penalty: 3765.062744
	Iteration 0F: 3 clusters Score -280826.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -281558.406250 Penalty: 3765.062744
	Iteration 1F: 3 clusters Score -281558.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -282079.437500 Penalty: 3765.062744
	Iteration 2F: 3 clusters Score -282079.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -282773.406250 Penalty: 3765.062744
	Iteration 3F: 3 clusters Score -282773.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -283033.187500 Penalty: 3765.062744
	Iteration 4F: 3 clusters Score -283033.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -283154.375000 Penalty: 3765.062744
	Iteration 5Q: 3 clusters Score -283154.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -283252.906250 Penalty: 3765.062744
	Iteration 6Q: 3 clusters Score -283252.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -283343.125000 Penalty: 3765.062744
	Iteration 7Q: 3 clusters Score -283343.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -283428.750000 Penalty: 3765.062744
	Iteration 8Q: 3 clusters Score -283428.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -283508.125000 Penalty: 3765.062744
	Iteration 9Q: 3 clusters Score -283508.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -283571.375000 Penalty: 3765.062744
	Iteration 10Q: 3 clusters Score -283571.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -283625.406250 Penalty: 3765.062744
	Iteration 11Q: 3 clusters Score -283625.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -283673.468750 Penalty: 3765.062744
	Iteration 12Q: 3 clusters Score -283673.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -283722.437500 Penalty: 3765.062744
	Iteration 13Q: 3 clusters Score -283722.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -283759.562500 Penalty: 3765.062744
	Iteration 14Q: 3 clusters Score -283759.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -283785.468750 Penalty: 3765.062744
	Iteration 15Q: 3 clusters Score -283785.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -283801.781250 Penalty: 3765.062744
	Iteration 16Q: 3 clusters Score -283801.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -283827.375000 Penalty: 3765.062744
	Iteration 17Q: 3 clusters Score -283827.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -283875.875000 Penalty: 3765.062744
	Iteration 18Q: 3 clusters Score -283875.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -283907.562500 Penalty: 3765.062744
	Iteration 19Q: 3 clusters Score -283907.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -283938.968750 Penalty: 3765.062744
	Iteration 20F: 3 clusters Score -283939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -283979.843750 Penalty: 3765.062744
	Iteration 21Q: 3 clusters Score -283979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -283998.968750 Penalty: 3765.062744
	Iteration 22Q: 3 clusters Score -283999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -284004.218750 Penalty: 3765.062744
	Iteration 23Q: 3 clusters Score -284004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -284009.843750 Penalty: 3765.062744
	Iteration 24Q: 3 clusters Score -284009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -284016.187500 Penalty: 3765.062744
	Iteration 25Q: 3 clusters Score -284016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -284018.343750 Penalty: 3765.062744
	Iteration 26Q: 3 clusters Score -284018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -284018.343750 Penalty: 3765.062744
	Iteration 27F: 3 clusters Score -284018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1495 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Mstep: Class 67 contains 485 members 
Entering Unmasked Estep 
Score: -133774024.000000 Penalty: 232283.140625
Splitting cluster 55 changes total score from -133775080.000000 to -133774024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (9389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Entering Unmasked Estep 
Score: -952989.687500 Penalty: 2268.528809
	Iteration 0F: 2 clusters Score -952989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -945813.437500 Penalty: 4537.057617
	Iteration 0F: 3 clusters Score -945813.4 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -948275.125000 Penalty: 4537.057617
	Iteration 1F: 3 clusters Score -948275.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -949036.812500 Penalty: 4537.057617
	Iteration 2F: 3 clusters Score -949036.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -949663.000000 Penalty: 4537.057617
	Iteration 3F: 3 clusters Score -949663 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -950186.437500 Penalty: 4537.057617
	Iteration 4F: 3 clusters Score -950186.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -950598.125000 Penalty: 4537.057617
	Iteration 5F: 3 clusters Score -950598.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -950923.312500 Penalty: 4537.057617
	Iteration 6Q: 3 clusters Score -950923.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -951156.187500 Penalty: 4537.057617
	Iteration 7Q: 3 clusters Score -951156.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -951314.562500 Penalty: 4537.057617
	Iteration 8Q: 3 clusters Score -951314.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -951411.687500 Penalty: 4537.057617
	Iteration 9Q: 3 clusters Score -951411.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -951471.125000 Penalty: 4537.057617
	Iteration 10Q: 3 clusters Score -951471.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -951511.500000 Penalty: 4537.057617
	Iteration 11Q: 3 clusters Score -951511.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -951547.250000 Penalty: 4537.057617
	Iteration 12Q: 3 clusters Score -951547.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -951578.437500 Penalty: 4537.057617
	Iteration 13Q: 3 clusters Score -951578.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -951602.562500 Penalty: 4537.057617
	Iteration 14Q: 3 clusters Score -951602.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -951626.500000 Penalty: 4537.057617
	Iteration 15Q: 3 clusters Score -951626.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -951641.500000 Penalty: 4537.057617
	Iteration 16Q: 3 clusters Score -951641.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -951655.562500 Penalty: 4537.057617
	Iteration 17Q: 3 clusters Score -951655.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -951669.625000 Penalty: 4537.057617
	Iteration 18Q: 3 clusters Score -951669.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -951683.312500 Penalty: 4537.057617
	Iteration 19Q: 3 clusters Score -951683.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -951692.875000 Penalty: 4537.057617
	Iteration 20F: 3 clusters Score -951692.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -951710.937500 Penalty: 4537.057617
	Iteration 21Q: 3 clusters Score -951710.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -951725.250000 Penalty: 4537.057617
	Iteration 22Q: 3 clusters Score -951725.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -951739.625000 Penalty: 4537.057617
	Iteration 23Q: 3 clusters Score -951739.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -951756.500000 Penalty: 4537.057617
	Iteration 24Q: 3 clusters Score -951756.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -951773.250000 Penalty: 4537.057617
	Iteration 25Q: 3 clusters Score -951773.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -951796.437500 Penalty: 4537.057617
	Iteration 26Q: 3 clusters Score -951796.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -951818.375000 Penalty: 4537.057617
	Iteration 27Q: 3 clusters Score -951818.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -951841.937500 Penalty: 4537.057617
	Iteration 28Q: 3 clusters Score -951841.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -951860.625000 Penalty: 4537.057617
	Iteration 29Q: 3 clusters Score -951860.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -951877.125000 Penalty: 4537.057617
	Iteration 30Q: 3 clusters Score -951877.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -951894.750000 Penalty: 4537.057617
	Iteration 31Q: 3 clusters Score -951894.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -951920.562500 Penalty: 4537.057617
	Iteration 32Q: 3 clusters Score -951920.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -951941.125000 Penalty: 4537.057617
	Iteration 33Q: 3 clusters Score -951941.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -951966.187500 Penalty: 4537.057617
	Iteration 34Q: 3 clusters Score -951966.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -951981.312500 Penalty: 4537.057617
	Iteration 35Q: 3 clusters Score -951981.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -951991.625000 Penalty: 4537.057617
	Iteration 36Q: 3 clusters Score -951991.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -952000.125000 Penalty: 4537.057617
	Iteration 37Q: 3 clusters Score -952000.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -952008.750000 Penalty: 4537.057617
	Iteration 38Q: 3 clusters Score -952008.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -952010.375000 Penalty: 4537.057617
	Iteration 39Q: 3 clusters Score -952010.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -952016.812500 Penalty: 4537.057617
	Iteration 40F: 3 clusters Score -952016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -952018.687500 Penalty: 4537.057617
	Iteration 41Q: 3 clusters Score -952018.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -952021.000000 Penalty: 4537.057617
	Iteration 42Q: 3 clusters Score -952021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -952023.562500 Penalty: 4537.057617
	Iteration 43Q: 3 clusters Score -952023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -952023.562500 Penalty: 4537.057617
	Iteration 44Q: 3 clusters Score -952023.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -952024.562500 Penalty: 4537.057617
	Iteration 45Q: 3 clusters Score -952024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -952025.875000 Penalty: 4537.057617
	Iteration 46Q: 3 clusters Score -952025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -952026.812500 Penalty: 4537.057617
	Iteration 47Q: 3 clusters Score -952026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -952026.562500 Penalty: 4537.057617
	Iteration 48Q: 3 clusters Score -952026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -952030.375000 Penalty: 4537.057617
	Iteration 49Q: 3 clusters Score -952030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -952031.625000 Penalty: 4537.057617
	Iteration 50Q: 3 clusters Score -952031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -952034.250000 Penalty: 4537.057617
	Iteration 51Q: 3 clusters Score -952034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -952036.625000 Penalty: 4537.057617
	Iteration 52Q: 3 clusters Score -952036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -952035.500000 Penalty: 4537.057617
	Iteration 53Q: 3 clusters Score -952035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -952033.812500 Penalty: 4537.057617
	Iteration 54Q: 3 clusters Score -952033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -952034.750000 Penalty: 4537.057617
	Iteration 55Q: 3 clusters Score -952034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -952034.062500 Penalty: 4537.057617
	Iteration 56Q: 3 clusters Score -952034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -952034.625000 Penalty: 4537.057617
	Iteration 57Q: 3 clusters Score -952034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -952036.687500 Penalty: 4537.057617
	Iteration 58Q: 3 clusters Score -952036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -952035.687500 Penalty: 4537.057617
	Iteration 59Q: 3 clusters Score -952035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -952038.125000 Penalty: 4537.057617
	Iteration 60F: 3 clusters Score -952038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -952037.125000 Penalty: 4537.057617
	Iteration 61Q: 3 clusters Score -952037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -952036.500000 Penalty: 4537.057617
	Iteration 62Q: 3 clusters Score -952036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -952035.250000 Penalty: 4537.057617
	Iteration 63Q: 3 clusters Score -952035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -952038.375000 Penalty: 4537.057617
	Iteration 64Q: 3 clusters Score -952038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -952040.000000 Penalty: 4537.057617
	Iteration 65Q: 3 clusters Score -952040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -952039.062500 Penalty: 4537.057617
	Iteration 66Q: 3 clusters Score -952039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -952041.062500 Penalty: 4537.057617
	Iteration 67Q: 3 clusters Score -952041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -952041.000000 Penalty: 4537.057617
	Iteration 68Q: 3 clusters Score -952041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -952039.750000 Penalty: 4537.057617
	Iteration 69Q: 3 clusters Score -952039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -952041.750000 Penalty: 4537.057617
	Iteration 70Q: 3 clusters Score -952041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -952040.937500 Penalty: 4537.057617
	Iteration 71Q: 3 clusters Score -952040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -952040.812500 Penalty: 4537.057617
	Iteration 72Q: 3 clusters Score -952040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -952040.062500 Penalty: 4537.057617
	Iteration 73Q: 3 clusters Score -952040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -952042.750000 Penalty: 4537.057617
	Iteration 74Q: 3 clusters Score -952042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -952042.750000 Penalty: 4537.057617
	Iteration 75F: 3 clusters Score -952042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Entering Unmasked Estep 
Score: -626289.625000 Penalty: 2136.486328
	Iteration 0F: 2 clusters Score -626289.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -621509.937500 Penalty: 4272.972656
	Iteration 0F: 3 clusters Score -621509.9 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -622672.000000 Penalty: 4272.972656
	Iteration 1F: 3 clusters Score -622672 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -622933.312500 Penalty: 4272.972656
	Iteration 2F: 3 clusters Score -622933.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -623129.250000 Penalty: 4272.972656
	Iteration 3F: 3 clusters Score -623129.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -623288.812500 Penalty: 4272.972656
	Iteration 4Q: 3 clusters Score -623288.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -623441.687500 Penalty: 4272.972656
	Iteration 5Q: 3 clusters Score -623441.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -623627.062500 Penalty: 4272.972656
	Iteration 6Q: 3 clusters Score -623627.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -623816.062500 Penalty: 4272.972656
	Iteration 7Q: 3 clusters Score -623816.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -624007.250000 Penalty: 4272.972656
	Iteration 8Q: 3 clusters Score -624007.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -624202.750000 Penalty: 4272.972656
	Iteration 9Q: 3 clusters Score -624202.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -624371.375000 Penalty: 4272.972656
	Iteration 10Q: 3 clusters Score -624371.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -624505.125000 Penalty: 4272.972656
	Iteration 11Q: 3 clusters Score -624505.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -624612.500000 Penalty: 4272.972656
	Iteration 12Q: 3 clusters Score -624612.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -624694.875000 Penalty: 4272.972656
	Iteration 13Q: 3 clusters Score -624694.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -624773.312500 Penalty: 4272.972656
	Iteration 14Q: 3 clusters Score -624773.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -624814.750000 Penalty: 4272.972656
	Iteration 15Q: 3 clusters Score -624814.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -624841.937500 Penalty: 4272.972656
	Iteration 16Q: 3 clusters Score -624841.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -624858.937500 Penalty: 4272.972656
	Iteration 17Q: 3 clusters Score -624858.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -624871.312500 Penalty: 4272.972656
	Iteration 18Q: 3 clusters Score -624871.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -624877.937500 Penalty: 4272.972656
	Iteration 19Q: 3 clusters Score -624877.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -624883.625000 Penalty: 4272.972656
	Iteration 20F: 3 clusters Score -624883.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -624889.500000 Penalty: 4272.972656
	Iteration 21Q: 3 clusters Score -624889.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -624890.312500 Penalty: 4272.972656
	Iteration 22Q: 3 clusters Score -624890.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -624891.937500 Penalty: 4272.972656
	Iteration 23Q: 3 clusters Score -624891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -624892.437500 Penalty: 4272.972656
	Iteration 24Q: 3 clusters Score -624892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -624893.250000 Penalty: 4272.972656
	Iteration 25Q: 3 clusters Score -624893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -624893.375000 Penalty: 4272.972656
	Iteration 26Q: 3 clusters Score -624893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -624894.687500 Penalty: 4272.972656
	Iteration 27Q: 3 clusters Score -624894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -624896.625000 Penalty: 4272.972656
	Iteration 28Q: 3 clusters Score -624896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -624896.125000 Penalty: 4272.972656
	Iteration 29Q: 3 clusters Score -624896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -624895.500000 Penalty: 4272.972656
	Iteration 30Q: 3 clusters Score -624895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -624895.937500 Penalty: 4272.972656
	Iteration 31Q: 3 clusters Score -624895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -624896.562500 Penalty: 4272.972656
	Iteration 32Q: 3 clusters Score -624896.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -624898.250000 Penalty: 4272.972656
	Iteration 33Q: 3 clusters Score -624898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -624899.562500 Penalty: 4272.972656
	Iteration 34Q: 3 clusters Score -624899.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -624901.000000 Penalty: 4272.972656
	Iteration 35Q: 3 clusters Score -624901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -624901.812500 Penalty: 4272.972656
	Iteration 36Q: 3 clusters Score -624901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -624901.562500 Penalty: 4272.972656
	Iteration 37Q: 3 clusters Score -624901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -624904.125000 Penalty: 4272.972656
	Iteration 38Q: 3 clusters Score -624904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -624903.062500 Penalty: 4272.972656
	Iteration 39Q: 3 clusters Score -624903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -624903.062500 Penalty: 4272.972656
	Iteration 40F: 3 clusters Score -624903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -280881.562500 Penalty: 1934.542114
	Iteration 0F: 2 clusters Score -280881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -277966.531250 Penalty: 3869.084229
	Iteration 0F: 3 clusters Score -277966.5 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -278466.281250 Penalty: 3869.084229
	Iteration 1F: 3 clusters Score -278466.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -278631.593750 Penalty: 3869.084229
	Iteration 2F: 3 clusters Score -278631.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -278707.093750 Penalty: 3869.084229
	Iteration 3Q: 3 clusters Score -278707.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -278755.375000 Penalty: 3869.084229
	Iteration 4Q: 3 clusters Score -278755.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -278811.812500 Penalty: 3869.084229
	Iteration 5Q: 3 clusters Score -278811.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -278843.750000 Penalty: 3869.084229
	Iteration 6Q: 3 clusters Score -278843.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -278865.937500 Penalty: 3869.084229
	Iteration 7Q: 3 clusters Score -278865.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -278882.406250 Penalty: 3869.084229
	Iteration 8Q: 3 clusters Score -278882.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -278898.062500 Penalty: 3869.084229
	Iteration 9Q: 3 clusters Score -278898.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -278921.562500 Penalty: 3869.084229
	Iteration 10Q: 3 clusters Score -278921.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -278941.562500 Penalty: 3869.084229
	Iteration 11Q: 3 clusters Score -278941.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -278960.156250 Penalty: 3869.084229
	Iteration 12Q: 3 clusters Score -278960.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -278973.781250 Penalty: 3869.084229
	Iteration 13Q: 3 clusters Score -278973.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -278984.312500 Penalty: 3869.084229
	Iteration 14Q: 3 clusters Score -278984.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -278993.781250 Penalty: 3869.084229
	Iteration 15Q: 3 clusters Score -278993.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -279003.406250 Penalty: 3869.084229
	Iteration 16Q: 3 clusters Score -279003.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -279008.218750 Penalty: 3869.084229
	Iteration 17Q: 3 clusters Score -279008.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -279012.312500 Penalty: 3869.084229
	Iteration 18Q: 3 clusters Score -279012.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -279016.375000 Penalty: 3869.084229
	Iteration 19Q: 3 clusters Score -279016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -279018.656250 Penalty: 3869.084229
	Iteration 20F: 3 clusters Score -279018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -279020.031250 Penalty: 3869.084229
	Iteration 21Q: 3 clusters Score -279020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -279021.750000 Penalty: 3869.084229
	Iteration 22Q: 3 clusters Score -279021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -279024.562500 Penalty: 3869.084229
	Iteration 23Q: 3 clusters Score -279024.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -279029.093750 Penalty: 3869.084229
	Iteration 24Q: 3 clusters Score -279029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -279034.843750 Penalty: 3869.084229
	Iteration 25Q: 3 clusters Score -279034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -279039.000000 Penalty: 3869.084229
	Iteration 26Q: 3 clusters Score -279039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -279041.718750 Penalty: 3869.084229
	Iteration 27Q: 3 clusters Score -279041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -279043.593750 Penalty: 3869.084229
	Iteration 28Q: 3 clusters Score -279043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -279046.500000 Penalty: 3869.084229
	Iteration 29Q: 3 clusters Score -279046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -279048.156250 Penalty: 3869.084229
	Iteration 30Q: 3 clusters Score -279048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -279049.500000 Penalty: 3869.084229
	Iteration 31Q: 3 clusters Score -279049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -279050.375000 Penalty: 3869.084229
	Iteration 32Q: 3 clusters Score -279050.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -279050.375000 Penalty: 3869.084229
	Iteration 33F: 3 clusters Score -279050.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -464383.656250 Penalty: 2003.052856
	Iteration 0F: 2 clusters Score -464383.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -460988.218750 Penalty: 4006.105713
	Iteration 0F: 3 clusters Score -460988.2 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -461943.531250 Penalty: 4006.105713
	Iteration 1F: 3 clusters Score -461943.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -462407.468750 Penalty: 4006.105713
	Iteration 2F: 3 clusters Score -462407.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -462831.093750 Penalty: 4006.105713
	Iteration 3F: 3 clusters Score -462831.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -463092.750000 Penalty: 4006.105713
	Iteration 4F: 3 clusters Score -463092.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -463243.531250 Penalty: 4006.105713
	Iteration 5Q: 3 clusters Score -463243.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -463346.437500 Penalty: 4006.105713
	Iteration 6Q: 3 clusters Score -463346.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -463441.375000 Penalty: 4006.105713
	Iteration 7Q: 3 clusters Score -463441.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -463544.000000 Penalty: 4006.105713
	Iteration 8Q: 3 clusters Score -463544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -463606.125000 Penalty: 4006.105713
	Iteration 9Q: 3 clusters Score -463606.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -463643.218750 Penalty: 4006.105713
	Iteration 10Q: 3 clusters Score -463643.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -463669.250000 Penalty: 4006.105713
	Iteration 11Q: 3 clusters Score -463669.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -463693.312500 Penalty: 4006.105713
	Iteration 12Q: 3 clusters Score -463693.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -463709.156250 Penalty: 4006.105713
	Iteration 13Q: 3 clusters Score -463709.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -463717.687500 Penalty: 4006.105713
	Iteration 14Q: 3 clusters Score -463717.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -463725.843750 Penalty: 4006.105713
	Iteration 15Q: 3 clusters Score -463725.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -463732.125000 Penalty: 4006.105713
	Iteration 16Q: 3 clusters Score -463732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -463735.625000 Penalty: 4006.105713
	Iteration 17Q: 3 clusters Score -463735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -463738.843750 Penalty: 4006.105713
	Iteration 18Q: 3 clusters Score -463738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -463742.562500 Penalty: 4006.105713
	Iteration 19Q: 3 clusters Score -463742.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -463752.687500 Penalty: 4006.105713
	Iteration 20F: 3 clusters Score -463752.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -463766.781250 Penalty: 4006.105713
	Iteration 21Q: 3 clusters Score -463766.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -463791.718750 Penalty: 4006.105713
	Iteration 22Q: 3 clusters Score -463791.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -463819.406250 Penalty: 4006.105713
	Iteration 23Q: 3 clusters Score -463819.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -463842.718750 Penalty: 4006.105713
	Iteration 24Q: 3 clusters Score -463842.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -463880.062500 Penalty: 4006.105713
	Iteration 25Q: 3 clusters Score -463880.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -463911.281250 Penalty: 4006.105713
	Iteration 26Q: 3 clusters Score -463911.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -463942.062500 Penalty: 4006.105713
	Iteration 27Q: 3 clusters Score -463942.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -463965.218750 Penalty: 4006.105713
	Iteration 28Q: 3 clusters Score -463965.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -463972.062500 Penalty: 4006.105713
	Iteration 29Q: 3 clusters Score -463972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -463976.031250 Penalty: 4006.105713
	Iteration 30Q: 3 clusters Score -463976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -463980.062500 Penalty: 4006.105713
	Iteration 31Q: 3 clusters Score -463980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -463983.843750 Penalty: 4006.105713
	Iteration 32Q: 3 clusters Score -463983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -463988.156250 Penalty: 4006.105713
	Iteration 33Q: 3 clusters Score -463988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -463989.031250 Penalty: 4006.105713
	Iteration 34Q: 3 clusters Score -463989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -463990.437500 Penalty: 4006.105713
	Iteration 35Q: 3 clusters Score -463990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -463991.781250 Penalty: 4006.105713
	Iteration 36Q: 3 clusters Score -463991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -463994.062500 Penalty: 4006.105713
	Iteration 37Q: 3 clusters Score -463994.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -463996.531250 Penalty: 4006.105713
	Iteration 38Q: 3 clusters Score -463996.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -463998.500000 Penalty: 4006.105713
	Iteration 39Q: 3 clusters Score -463998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -463998.437500 Penalty: 4006.105713
	Iteration 40F: 3 clusters Score -463998.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -463999.312500 Penalty: 4006.105713
	Iteration 41Q: 3 clusters Score -463999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -463999.531250 Penalty: 4006.105713
	Iteration 42Q: 3 clusters Score -463999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -464001.687500 Penalty: 4006.105713
	Iteration 43Q: 3 clusters Score -464001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -464001.906250 Penalty: 4006.105713
	Iteration 44Q: 3 clusters Score -464001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -464001.906250 Penalty: 4006.105713
	Iteration 45F: 3 clusters Score -464001.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -124930.796875 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -124930.8 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 427 members 
Entering Unmasked Estep 
Score: -123145.843750 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -123145.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -123902.078125 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -123902.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -124381.148438 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -124381.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -124657.882812 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -124657.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -124862.828125 Penalty: 3369.559082
	Iteration 4F: 3 clusters Score -124862.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -125063.367188 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -125063.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -125206.585938 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -125206.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -125232.437500 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -125232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -125245.507812 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -125245.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -125264.421875 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -125264.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -125270.804688 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -125270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -125270.804688 Penalty: 3369.559082
	Iteration 11F: 3 clusters Score -125270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 681 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 2644 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Mstep: Class 67 contains 211 members 
Entering Unmasked Estep 
Score: -133773728.000000 Penalty: 232283.140625
Splitting cluster 60 changes total score from -133775080.000000 to -133773728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -99558.648438 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -99558.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97943.882812 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -97943.88 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98242.476562 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -98242.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98425.164062 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -98425.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98573.171875 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -98573.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98721.203125 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -98721.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98826.328125 Penalty: 3204.888184
	Iteration 5F: 3 clusters Score -98826.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98902.562500 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -98902.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98962.039062 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -98962.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98983.945312 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -98983.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99008.742188 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -99008.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99036.070312 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -99036.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99085.320312 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -99085.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99144.734375 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -99144.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99236.632812 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -99236.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99262.640625 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -99262.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99295.359375 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -99295.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99320.460938 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -99320.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99331.007812 Penalty: 3204.888184
	Iteration 17Q: 3 clusters Score -99331.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99332.273438 Penalty: 3204.888184
	Iteration 18Q: 3 clusters Score -99332.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99338.085938 Penalty: 3204.888184
	Iteration 19F: 3 clusters Score -99338.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99360.937500 Penalty: 3204.888184
	Iteration 20F: 3 clusters Score -99360.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -82747.304688 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -82747.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81145.039062 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -81145.04 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81441.968750 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -81441.97 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81649.359375 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -81649.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81860.031250 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -81860.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82000.429688 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -82000.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82136.781250 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -82136.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82198.914062 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -82198.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82227.421875 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -82227.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82239.945312 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -82239.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82251.968750 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -82251.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82276.843750 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -82276.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82302.921875 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -82302.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82337.828125 Penalty: 3189.940186
	Iteration 12Q: 3 clusters Score -82337.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82351.265625 Penalty: 3189.940186
	Iteration 13Q: 3 clusters Score -82351.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82358.898438 Penalty: 3189.940186
	Iteration 14Q: 3 clusters Score -82358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82363.406250 Penalty: 3189.940186
	Iteration 15Q: 3 clusters Score -82363.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82368.828125 Penalty: 3189.940186
	Iteration 16Q: 3 clusters Score -82368.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82377.617188 Penalty: 3189.940186
	Iteration 17Q: 3 clusters Score -82377.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82381.625000 Penalty: 3189.940186
	Iteration 18Q: 3 clusters Score -82381.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82393.359375 Penalty: 3189.940186
	Iteration 19Q: 3 clusters Score -82393.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82410.359375 Penalty: 3189.940186
	Iteration 20F: 3 clusters Score -82410.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82423.664062 Penalty: 3189.940186
	Iteration 21Q: 3 clusters Score -82423.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82434.062500 Penalty: 3189.940186
	Iteration 22Q: 3 clusters Score -82434.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82436.710938 Penalty: 3189.940186
	Iteration 23Q: 3 clusters Score -82436.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82436.710938 Penalty: 3189.940186
	Iteration 24F: 3 clusters Score -82436.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -373692.718750 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -373692.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -370755.000000 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -370755 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -371938.187500 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -371938.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -372488.000000 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -372488 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -372851.218750 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -372851.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -373083.906250 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -373083.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -373186.500000 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -373186.5 nChanged 70
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: -373246.468750 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -373246.5 nChanged 51
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: -373298.031250 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -373298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -373364.906250 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -373364.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -373426.250000 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -373426.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -373478.375000 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -373478.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -373522.125000 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -373522.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -373566.968750 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -373567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -373615.625000 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -373615.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -373645.781250 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -373645.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -373678.437500 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -373678.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -373723.437500 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -373723.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -373757.812500 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -373757.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -373779.468750 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -373779.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -373799.750000 Penalty: 3908.503906
	Iteration 19Q: 3 clusters Score -373799.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -373810.437500 Penalty: 3908.503906
	Iteration 20F: 3 clusters Score -373810.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -373830.375000 Penalty: 3908.503906
	Iteration 21Q: 3 clusters Score -373830.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -373852.843750 Penalty: 3908.503906
	Iteration 22Q: 3 clusters Score -373852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -373885.781250 Penalty: 3908.503906
	Iteration 23Q: 3 clusters Score -373885.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -373917.093750 Penalty: 3908.503906
	Iteration 24Q: 3 clusters Score -373917.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -373948.062500 Penalty: 3908.503906
	Iteration 25Q: 3 clusters Score -373948.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -373971.937500 Penalty: 3908.503906
	Iteration 26Q: 3 clusters Score -373971.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -373993.312500 Penalty: 3908.503906
	Iteration 27Q: 3 clusters Score -373993.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -374009.875000 Penalty: 3908.503906
	Iteration 28Q: 3 clusters Score -374009.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -374018.468750 Penalty: 3908.503906
	Iteration 29Q: 3 clusters Score -374018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -374021.468750 Penalty: 3908.503906
	Iteration 30Q: 3 clusters Score -374021.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -374024.593750 Penalty: 3908.503906
	Iteration 31Q: 3 clusters Score -374024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -374029.156250 Penalty: 3908.503906
	Iteration 32Q: 3 clusters Score -374029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -374032.593750 Penalty: 3908.503906
	Iteration 33Q: 3 clusters Score -374032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -374036.187500 Penalty: 3908.503906
	Iteration 34Q: 3 clusters Score -374036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -374038.500000 Penalty: 3908.503906
	Iteration 35Q: 3 clusters Score -374038.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -374038.500000 Penalty: 3908.503906
	Iteration 36Q: 3 clusters Score -374038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -374038.500000 Penalty: 3908.503906
	Iteration 37F: 3 clusters Score -374038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 36593 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 170073 members 
Mstep: Class 14 contains 60520 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 25101 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 17504 members 
Mstep: Class 30 contains 4930 members 
Mstep: Class 31 contains 6145 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 33 contains 210 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 3669 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 2415 members 
Mstep: Class 40 contains 41367 members 
Mstep: Class 41 contains 875 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 2642 members 
Mstep: Class 45 contains 3964 members 
Mstep: Class 46 contains 9399 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 2634 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 9161 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 4390 members 
Mstep: Class 54 contains 16014 members 
Mstep: Class 55 contains 1980 members 
Mstep: Class 56 contains 9389 members 
Mstep: Class 57 contains 5513 members 
Mstep: Class 58 contains 2442 members 
Mstep: Class 59 contains 3219 members 
Mstep: Class 60 contains 892 members 
Mstep: Class 61 contains 640 members 
Mstep: Class 62 contains 621 members 
Mstep: Class 63 contains 1007 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 345 members 
Mstep: Class 66 contains 1368 members 
Mstep: Class 67 contains 1637 members 
Entering Unmasked Estep 
Score: -133774096.000000 Penalty: 232283.140625
Splitting cluster 63 changes total score from -133775080.000000 to -133774096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -76950.515625 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -76950.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75400.906250 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -75400.91 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75867.515625 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -75867.52 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76191.164062 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -76191.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76374.554688 Penalty: 3172.049805
	Iteration 3F: 3 clusters Score -76374.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76510.890625 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -76510.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76587.289062 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -76587.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76654.218750 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -76654.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76734.656250 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -76734.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76764.734375 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -76764.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76782.898438 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -76782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76789.328125 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -76789.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76791.390625 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -76791.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76791.390625 Penalty: 3172.049805
	Iteration 12F: 3 clusters Score -76791.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -47885.648438 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -47885.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46558.101562 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -46558.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46732.585938 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -46732.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46791.949219 Penalty: 2898.397949
	Iteration 2F: 3 clusters Score -46791.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46800.031250 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -46800.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46803.605469 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -46803.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46810.742188 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -46810.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46813.453125 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -46813.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46813.453125 Penalty: 2898.397949
	Iteration 7F: 3 clusters Score -46813.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -195888.734375 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -195888.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -193710.796875 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -193710.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -194249.968750 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -194250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194475.796875 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -194475.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -194644.593750 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -194644.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -194805.625000 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -194805.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -194930.687500 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -194930.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -194985.890625 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -194985.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -195027.078125 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -195027.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195051.921875 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -195051.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -195069.843750 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -195069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -195079.906250 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -195079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -195089.921875 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -195089.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -195103.562500 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -195103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -195119.218750 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -195119.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -195126.562500 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -195126.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -195135.687500 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -195135.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -195141.031250 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -195141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -195142.625000 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -195142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -195146.250000 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -195146.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -195146.250000 Penalty: 3581.668213
	Iteration 19F: 3 clusters Score -195146.2 nChanged 0
23->67 Clusters: Score -133775080.000000, best is -133769808.000000
THE BEST YET!

Starting from 24 clusters...
--- Clustering full data set of 1178186 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 51278 members 
Mstep: Class 3 contains 50987 members 
Mstep: Class 4 contains 51614 members 
Mstep: Class 5 contains 51394 members 
Mstep: Class 6 contains 51002 members 
Mstep: Class 7 contains 50967 members 
Mstep: Class 8 contains 51342 members 
Mstep: Class 9 contains 51024 members 
Mstep: Class 10 contains 51305 members 
Mstep: Class 11 contains 51183 members 
Mstep: Class 12 contains 51271 members 
Mstep: Class 13 contains 51417 members 
Mstep: Class 14 contains 50825 members 
Mstep: Class 15 contains 51107 members 
Mstep: Class 16 contains 51129 members 
Mstep: Class 17 contains 51271 members 
Mstep: Class 18 contains 51171 members 
Mstep: Class 19 contains 51311 members 
Mstep: Class 20 contains 51090 members 
Mstep: Class 21 contains 51211 members 
Mstep: Class 22 contains 51628 members 
Mstep: Class 23 contains 51325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 479.592285 but Gain 3466.914062
Score: -123551504.000000 Penalty: 76272.078125
Iteration 0F: 23 clusters Score -1.235515e+08 nChanged 1124848
Entering Unmasked Mstep 
Mstep: Class 0 contains 4549 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 49396 members 
Mstep: Class 4 contains 7053 members 
Mstep: Class 5 contains 64772 members 
Mstep: Class 6 contains 9662 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 14484 members 
Mstep: Class 9 contains 98266 members 
Mstep: Class 10 contains 188444 members 
Mstep: Class 11 contains 50700 members 
Mstep: Class 12 contains 120468 members 
Mstep: Class 13 contains 8144 members 
Mstep: Class 14 contains 2301 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 16 contains 3046 members 
Mstep: Class 17 contains 331119 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 9784 members 
Mstep: Class 20 contains 39736 members 
Mstep: Class 21 contains 47332 members 
Mstep: Class 22 contains 83970 members 
Mstep: Class 23 contains 27595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2122.685547 but Gain 3466.914062
Score: -129595352.000000 Penalty: 72805.164062
Iteration 1F: 22 clusters Score -1.295954e+08 nChanged 489092
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 13113 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 64337 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 76169 members 
Mstep: Class 10 contains 197177 members 
Mstep: Class 11 contains 54482 members 
Mstep: Class 12 contains 112037 members 
Mstep: Class 13 contains 15321 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 16 contains 1511 members 
Mstep: Class 17 contains 423261 members 
Mstep: Class 18 contains 2917 members 
Mstep: Class 19 contains 35665 members 
Mstep: Class 20 contains 37363 members 
Mstep: Class 21 contains 34189 members 
Mstep: Class 22 contains 64668 members 
Mstep: Class 23 contains 18423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1657.203857 but Gain 3466.914062
Score: -131407216.000000 Penalty: 69338.250000
Iteration 2F: 21 clusters Score -1.314072e+08 nChanged 335464
Entering Unmasked Mstep 
Mstep: Class 0 contains 433 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 7521 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 76327 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 8 contains 13298 members 
Mstep: Class 9 contains 57573 members 
Mstep: Class 10 contains 152183 members 
Mstep: Class 11 contains 61879 members 
Mstep: Class 12 contains 98506 members 
Mstep: Class 13 contains 18636 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 458779 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 68418 members 
Mstep: Class 20 contains 37581 members 
Mstep: Class 21 contains 36277 members 
Mstep: Class 22 contains 51028 members 
Mstep: Class 23 contains 14799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132163496.000000 Penalty: 69338.250000
Iteration 3F: 21 clusters Score -1.321635e+08 nChanged 195399
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 89468 members 
Mstep: Class 7 contains 3470 members 
Mstep: Class 8 contains 20879 members 
Mstep: Class 9 contains 55227 members 
Mstep: Class 10 contains 129556 members 
Mstep: Class 11 contains 61082 members 
Mstep: Class 12 contains 90352 members 
Mstep: Class 13 contains 18483 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 458345 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 72670 members 
Mstep: Class 20 contains 37017 members 
Mstep: Class 21 contains 45171 members 
Mstep: Class 22 contains 43800 members 
Mstep: Class 23 contains 16636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132417296.000000 Penalty: 69338.250000
Iteration 4F: 21 clusters Score -1.324173e+08 nChanged 134381
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 6891 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 99975 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 25414 members 
Mstep: Class 9 contains 57762 members 
Mstep: Class 10 contains 118380 members 
Mstep: Class 11 contains 56694 members 
Mstep: Class 12 contains 87213 members 
Mstep: Class 13 contains 18291 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 447224 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 71551 members 
Mstep: Class 20 contains 36316 members 
Mstep: Class 21 contains 52994 members 
Mstep: Class 22 contains 39632 members 
Mstep: Class 23 contains 19838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132582632.000000 Penalty: 69338.250000
Iteration 5F: 21 clusters Score -1.325826e+08 nChanged 101411
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 4 contains 747 members 
Mstep: Class 5 contains 107641 members 
Mstep: Class 7 contains 3730 members 
Mstep: Class 8 contains 27459 members 
Mstep: Class 9 contains 61408 members 
Mstep: Class 10 contains 115695 members 
Mstep: Class 11 contains 50975 members 
Mstep: Class 12 contains 84807 members 
Mstep: Class 13 contains 18128 members 
Mstep: Class 14 contains 768 members 
Mstep: Class 16 contains 1031 members 
Mstep: Class 17 contains 432000 members 
Mstep: Class 18 contains 14585 members 
Mstep: Class 19 contains 70143 members 
Mstep: Class 20 contains 35433 members 
Mstep: Class 21 contains 61181 members 
Mstep: Class 22 contains 36640 members 
Mstep: Class 23 contains 22185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691840.000000 Penalty: 69338.250000
Iteration 6F: 21 clusters Score -1.326918e+08 nChanged 79679
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 11998 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 112914 members 
Mstep: Class 7 contains 4175 members 
Mstep: Class 8 contains 28020 members 
Mstep: Class 9 contains 65780 members 
Mstep: Class 10 contains 117602 members 
Mstep: Class 11 contains 45748 members 
Mstep: Class 12 contains 81063 members 
Mstep: Class 13 contains 17974 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 16 contains 1101 members 
Mstep: Class 17 contains 417340 members 
Mstep: Class 18 contains 16521 members 
Mstep: Class 19 contains 68953 members 
Mstep: Class 20 contains 34300 members 
Mstep: Class 21 contains 68392 members 
Mstep: Class 22 contains 34409 members 
Mstep: Class 23 contains 23506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132770312.000000 Penalty: 69338.250000
Iteration 7F: 21 clusters Score -1.327703e+08 nChanged 65745
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 5 contains 116258 members 
Mstep: Class 7 contains 4684 members 
Mstep: Class 8 contains 27768 members 
Mstep: Class 9 contains 70643 members 
Mstep: Class 10 contains 120549 members 
Mstep: Class 11 contains 41757 members 
Mstep: Class 12 contains 76538 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 405016 members 
Mstep: Class 18 contains 18316 members 
Mstep: Class 19 contains 68032 members 
Mstep: Class 20 contains 32855 members 
Mstep: Class 21 contains 74031 members 
Mstep: Class 22 contains 32874 members 
Mstep: Class 23 contains 24141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132828616.000000 Penalty: 69338.250000
Iteration 8F: 21 clusters Score -1.328286e+08 nChanged 58828
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 19034 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 117872 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 27045 members 
Mstep: Class 9 contains 76676 members 
Mstep: Class 10 contains 123804 members 
Mstep: Class 11 contains 39039 members 
Mstep: Class 12 contains 71972 members 
Mstep: Class 13 contains 17717 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 393732 members 
Mstep: Class 18 contains 20031 members 
Mstep: Class 19 contains 67319 members 
Mstep: Class 20 contains 31201 members 
Mstep: Class 21 contains 78268 members 
Mstep: Class 22 contains 31775 members 
Mstep: Class 23 contains 24202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132877240.000000 Penalty: 69338.250000
Iteration 9Q: 21 clusters Score -1.328772e+08 nChanged 55879
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 22772 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 117779 members 
Mstep: Class 7 contains 6328 members 
Mstep: Class 8 contains 25974 members 
Mstep: Class 9 contains 84263 members 
Mstep: Class 10 contains 128110 members 
Mstep: Class 11 contains 37176 members 
Mstep: Class 12 contains 68201 members 
Mstep: Class 13 contains 17587 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 382131 members 
Mstep: Class 18 contains 21766 members 
Mstep: Class 19 contains 66729 members 
Mstep: Class 20 contains 29432 members 
Mstep: Class 21 contains 81105 members 
Mstep: Class 22 contains 30748 members 
Mstep: Class 23 contains 24028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132918672.000000 Penalty: 69338.250000
Iteration 10Q: 21 clusters Score -1.329187e+08 nChanged 54011
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 26621 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 116148 members 
Mstep: Class 7 contains 7163 members 
Mstep: Class 8 contains 24709 members 
Mstep: Class 9 contains 93126 members 
Mstep: Class 10 contains 134848 members 
Mstep: Class 11 contains 35834 members 
Mstep: Class 12 contains 65430 members 
Mstep: Class 13 contains 17464 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 367674 members 
Mstep: Class 18 contains 23340 members 
Mstep: Class 19 contains 66319 members 
Mstep: Class 20 contains 27765 members 
Mstep: Class 21 contains 83089 members 
Mstep: Class 22 contains 29927 members 
Mstep: Class 23 contains 24155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132959888.000000 Penalty: 69338.250000
Iteration 11Q: 21 clusters Score -1.329599e+08 nChanged 50082
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 30394 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 113627 members 
Mstep: Class 7 contains 7880 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 102857 members 
Mstep: Class 10 contains 143478 members 
Mstep: Class 11 contains 34863 members 
Mstep: Class 12 contains 63269 members 
Mstep: Class 13 contains 17352 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 350931 members 
Mstep: Class 18 contains 24732 members 
Mstep: Class 19 contains 66054 members 
Mstep: Class 20 contains 26460 members 
Mstep: Class 21 contains 84345 members 
Mstep: Class 22 contains 29246 members 
Mstep: Class 23 contains 24487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133002080.000000 Penalty: 69338.250000
Iteration 12Q: 21 clusters Score -1.330021e+08 nChanged 44963
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 33991 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 111016 members 
Mstep: Class 7 contains 8320 members 
Mstep: Class 8 contains 22164 members 
Mstep: Class 9 contains 112761 members 
Mstep: Class 10 contains 152639 members 
Mstep: Class 11 contains 34086 members 
Mstep: Class 12 contains 61719 members 
Mstep: Class 13 contains 17261 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 16 contains 1247 members 
Mstep: Class 17 contains 333468 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 65920 members 
Mstep: Class 20 contains 25659 members 
Mstep: Class 21 contains 84994 members 
Mstep: Class 22 contains 28751 members 
Mstep: Class 23 contains 24670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133031144.000000 Penalty: 69338.250000
Iteration 13Q: 21 clusters Score -1.330311e+08 nChanged 41894
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 37510 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 108535 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 21168 members 
Mstep: Class 9 contains 122832 members 
Mstep: Class 10 contains 162580 members 
Mstep: Class 11 contains 33387 members 
Mstep: Class 12 contains 60719 members 
Mstep: Class 13 contains 17191 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 314873 members 
Mstep: Class 18 contains 26418 members 
Mstep: Class 19 contains 65915 members 
Mstep: Class 20 contains 25186 members 
Mstep: Class 21 contains 85059 members 
Mstep: Class 22 contains 28379 members 
Mstep: Class 23 contains 24826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133058392.000000 Penalty: 69338.250000
Iteration 14Q: 21 clusters Score -1.330584e+08 nChanged 39607
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 40862 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 106161 members 
Mstep: Class 7 contains 8636 members 
Mstep: Class 8 contains 20422 members 
Mstep: Class 9 contains 133053 members 
Mstep: Class 10 contains 173286 members 
Mstep: Class 11 contains 32738 members 
Mstep: Class 12 contains 60092 members 
Mstep: Class 13 contains 17127 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 16 contains 1262 members 
Mstep: Class 17 contains 295042 members 
Mstep: Class 18 contains 26763 members 
Mstep: Class 19 contains 66008 members 
Mstep: Class 20 contains 24912 members 
Mstep: Class 21 contains 84875 members 
Mstep: Class 22 contains 28127 members 
Mstep: Class 23 contains 24978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133086144.000000 Penalty: 69338.250000
Iteration 15Q: 21 clusters Score -1.330861e+08 nChanged 39076
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 43935 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 103979 members 
Mstep: Class 7 contains 8692 members 
Mstep: Class 8 contains 19869 members 
Mstep: Class 9 contains 143321 members 
Mstep: Class 10 contains 184497 members 
Mstep: Class 11 contains 32072 members 
Mstep: Class 12 contains 59615 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 274404 members 
Mstep: Class 18 contains 26907 members 
Mstep: Class 19 contains 66212 members 
Mstep: Class 20 contains 24788 members 
Mstep: Class 21 contains 84520 members 
Mstep: Class 22 contains 28015 members 
Mstep: Class 23 contains 25161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133113720.000000 Penalty: 69338.250000
Iteration 16Q: 21 clusters Score -1.331137e+08 nChanged 39725
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 46590 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 101869 members 
Mstep: Class 7 contains 8738 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 153942 members 
Mstep: Class 10 contains 195286 members 
Mstep: Class 11 contains 31498 members 
Mstep: Class 12 contains 59429 members 
Mstep: Class 13 contains 17045 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 253695 members 
Mstep: Class 18 contains 26889 members 
Mstep: Class 19 contains 66482 members 
Mstep: Class 20 contains 24723 members 
Mstep: Class 21 contains 84014 members 
Mstep: Class 22 contains 28008 members 
Mstep: Class 23 contains 25347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133142536.000000 Penalty: 69338.250000
Iteration 17Q: 21 clusters Score -1.331425e+08 nChanged 40325
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 48924 members 
Mstep: Class 4 contains 1636 members 
Mstep: Class 5 contains 99930 members 
Mstep: Class 7 contains 8769 members 
Mstep: Class 8 contains 19244 members 
Mstep: Class 9 contains 165095 members 
Mstep: Class 10 contains 204677 members 
Mstep: Class 11 contains 31102 members 
Mstep: Class 12 contains 59551 members 
Mstep: Class 13 contains 17009 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 233500 members 
Mstep: Class 18 contains 26804 members 
Mstep: Class 19 contains 66815 members 
Mstep: Class 20 contains 24705 members 
Mstep: Class 21 contains 83465 members 
Mstep: Class 22 contains 28112 members 
Mstep: Class 23 contains 25357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133177752.000000 Penalty: 69338.250000
Iteration 18Q: 21 clusters Score -1.331778e+08 nChanged 40398
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 50761 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 98170 members 
Mstep: Class 7 contains 8794 members 
Mstep: Class 8 contains 19107 members 
Mstep: Class 9 contains 176286 members 
Mstep: Class 10 contains 211702 members 
Mstep: Class 11 contains 30827 members 
Mstep: Class 12 contains 59913 members 
Mstep: Class 13 contains 16978 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 215484 members 
Mstep: Class 18 contains 26629 members 
Mstep: Class 19 contains 67214 members 
Mstep: Class 20 contains 24646 members 
Mstep: Class 21 contains 82875 members 
Mstep: Class 22 contains 28352 members 
Mstep: Class 23 contains 25331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216880.000000 Penalty: 69338.250000
Iteration 19Q: 21 clusters Score -1.332169e+08 nChanged 37160
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 52001 members 
Mstep: Class 4 contains 1693 members 
Mstep: Class 5 contains 96796 members 
Mstep: Class 7 contains 8805 members 
Mstep: Class 8 contains 19119 members 
Mstep: Class 9 contains 185454 members 
Mstep: Class 10 contains 215295 members 
Mstep: Class 11 contains 30621 members 
Mstep: Class 12 contains 60697 members 
Mstep: Class 13 contains 16952 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 202399 members 
Mstep: Class 18 contains 26402 members 
Mstep: Class 19 contains 67644 members 
Mstep: Class 20 contains 24592 members 
Mstep: Class 21 contains 82413 members 
Mstep: Class 22 contains 28600 members 
Mstep: Class 23 contains 25312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133255320.000000 Penalty: 69338.250000
Iteration 20F: 21 clusters Score -1.332553e+08 nChanged 33696
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 52882 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 95793 members 
Mstep: Class 7 contains 8834 members 
Mstep: Class 8 contains 19219 members 
Mstep: Class 9 contains 191218 members 
Mstep: Class 10 contains 217328 members 
Mstep: Class 11 contains 30216 members 
Mstep: Class 12 contains 61884 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 193686 members 
Mstep: Class 18 contains 26012 members 
Mstep: Class 19 contains 68061 members 
Mstep: Class 20 contains 24536 members 
Mstep: Class 21 contains 82098 members 
Mstep: Class 22 contains 28880 members 
Mstep: Class 23 contains 25585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133276936.000000 Penalty: 69338.250000
Iteration 21Q: 21 clusters Score -1.332769e+08 nChanged 27489
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 53909 members 
Mstep: Class 4 contains 1946 members 
Mstep: Class 5 contains 94856 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 19401 members 
Mstep: Class 9 contains 195545 members 
Mstep: Class 10 contains 216315 members 
Mstep: Class 11 contains 29886 members 
Mstep: Class 12 contains 63389 members 
Mstep: Class 13 contains 16780 members 
Mstep: Class 14 contains 777 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 188647 members 
Mstep: Class 18 contains 25594 members 
Mstep: Class 19 contains 68465 members 
Mstep: Class 20 contains 24463 members 
Mstep: Class 21 contains 81994 members 
Mstep: Class 22 contains 29233 members 
Mstep: Class 23 contains 25747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133287400.000000 Penalty: 69338.250000
Iteration 22Q: 21 clusters Score -1.332874e+08 nChanged 22576
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 55076 members 
Mstep: Class 4 contains 1995 members 
Mstep: Class 5 contains 93873 members 
Mstep: Class 7 contains 8853 members 
Mstep: Class 8 contains 19610 members 
Mstep: Class 9 contains 199107 members 
Mstep: Class 10 contains 213474 members 
Mstep: Class 11 contains 29661 members 
Mstep: Class 12 contains 64942 members 
Mstep: Class 13 contains 16733 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 186073 members 
Mstep: Class 18 contains 25215 members 
Mstep: Class 19 contains 68836 members 
Mstep: Class 20 contains 24368 members 
Mstep: Class 21 contains 81909 members 
Mstep: Class 22 contains 29501 members 
Mstep: Class 23 contains 25857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133295400.000000 Penalty: 69338.250000
Iteration 23Q: 21 clusters Score -1.332954e+08 nChanged 19236
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 56259 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 92804 members 
Mstep: Class 7 contains 8872 members 
Mstep: Class 8 contains 19836 members 
Mstep: Class 9 contains 201958 members 
Mstep: Class 10 contains 210020 members 
Mstep: Class 11 contains 29508 members 
Mstep: Class 12 contains 66430 members 
Mstep: Class 13 contains 16692 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 184867 members 
Mstep: Class 18 contains 24862 members 
Mstep: Class 19 contains 69232 members 
Mstep: Class 20 contains 24391 members 
Mstep: Class 21 contains 81811 members 
Mstep: Class 22 contains 29603 members 
Mstep: Class 23 contains 25946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133301552.000000 Penalty: 69338.250000
Iteration 24Q: 21 clusters Score -1.333016e+08 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 57240 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 91632 members 
Mstep: Class 7 contains 8889 members 
Mstep: Class 8 contains 20066 members 
Mstep: Class 9 contains 204479 members 
Mstep: Class 10 contains 206621 members 
Mstep: Class 11 contains 29381 members 
Mstep: Class 12 contains 67807 members 
Mstep: Class 13 contains 16654 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 184353 members 
Mstep: Class 18 contains 24575 members 
Mstep: Class 19 contains 69628 members 
Mstep: Class 20 contains 24516 members 
Mstep: Class 21 contains 81668 members 
Mstep: Class 22 contains 29556 members 
Mstep: Class 23 contains 26026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133306112.000000 Penalty: 69338.250000
Iteration 25Q: 21 clusters Score -1.333061e+08 nChanged 15165
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 58189 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 90484 members 
Mstep: Class 7 contains 8890 members 
Mstep: Class 8 contains 20339 members 
Mstep: Class 9 contains 206565 members 
Mstep: Class 10 contains 203517 members 
Mstep: Class 11 contains 29262 members 
Mstep: Class 12 contains 69046 members 
Mstep: Class 13 contains 16614 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 184103 members 
Mstep: Class 18 contains 24327 members 
Mstep: Class 19 contains 70008 members 
Mstep: Class 20 contains 24700 members 
Mstep: Class 21 contains 81580 members 
Mstep: Class 22 contains 29355 members 
Mstep: Class 23 contains 26106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133311344.000000 Penalty: 69338.250000
Iteration 26Q: 21 clusters Score -1.333113e+08 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 58977 members 
Mstep: Class 4 contains 2170 members 
Mstep: Class 5 contains 89378 members 
Mstep: Class 7 contains 8892 members 
Mstep: Class 8 contains 20588 members 
Mstep: Class 9 contains 208069 members 
Mstep: Class 10 contains 201069 members 
Mstep: Class 11 contains 29150 members 
Mstep: Class 12 contains 70311 members 
Mstep: Class 13 contains 16568 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 184006 members 
Mstep: Class 18 contains 24120 members 
Mstep: Class 19 contains 70397 members 
Mstep: Class 20 contains 24892 members 
Mstep: Class 21 contains 81477 members 
Mstep: Class 22 contains 28988 members 
Mstep: Class 23 contains 26191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133315384.000000 Penalty: 69338.250000
Iteration 27Q: 21 clusters Score -1.333154e+08 nChanged 12753
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 59676 members 
Mstep: Class 4 contains 2206 members 
Mstep: Class 5 contains 88301 members 
Mstep: Class 7 contains 8888 members 
Mstep: Class 8 contains 20836 members 
Mstep: Class 9 contains 209106 members 
Mstep: Class 10 contains 199367 members 
Mstep: Class 11 contains 29032 members 
Mstep: Class 12 contains 71375 members 
Mstep: Class 13 contains 16531 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 183959 members 
Mstep: Class 18 contains 23943 members 
Mstep: Class 19 contains 70779 members 
Mstep: Class 20 contains 25051 members 
Mstep: Class 21 contains 81435 members 
Mstep: Class 22 contains 28519 members 
Mstep: Class 23 contains 26284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133318512.000000 Penalty: 69338.250000
Iteration 28Q: 21 clusters Score -1.333185e+08 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 60306 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 87358 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 21052 members 
Mstep: Class 9 contains 209443 members 
Mstep: Class 10 contains 198410 members 
Mstep: Class 11 contains 28914 members 
Mstep: Class 12 contains 72298 members 
Mstep: Class 13 contains 16492 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 183949 members 
Mstep: Class 18 contains 23814 members 
Mstep: Class 19 contains 71197 members 
Mstep: Class 20 contains 25228 members 
Mstep: Class 21 contains 81384 members 
Mstep: Class 22 contains 27994 members 
Mstep: Class 23 contains 26379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133321088.000000 Penalty: 69338.250000
Iteration 29Q: 21 clusters Score -1.333211e+08 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 60843 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 86515 members 
Mstep: Class 7 contains 8869 members 
Mstep: Class 8 contains 21302 members 
Mstep: Class 9 contains 209262 members 
Mstep: Class 10 contains 198041 members 
Mstep: Class 11 contains 28779 members 
Mstep: Class 12 contains 73056 members 
Mstep: Class 13 contains 16467 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 183970 members 
Mstep: Class 18 contains 23681 members 
Mstep: Class 19 contains 71592 members 
Mstep: Class 20 contains 25368 members 
Mstep: Class 21 contains 81417 members 
Mstep: Class 22 contains 27481 members 
Mstep: Class 23 contains 26470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133323344.000000 Penalty: 69338.250000
Iteration 30Q: 21 clusters Score -1.333233e+08 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 61265 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 85811 members 
Mstep: Class 7 contains 8865 members 
Mstep: Class 8 contains 21545 members 
Mstep: Class 9 contains 208583 members 
Mstep: Class 10 contains 198213 members 
Mstep: Class 11 contains 28648 members 
Mstep: Class 12 contains 73692 members 
Mstep: Class 13 contains 16447 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1261 members 
Mstep: Class 17 contains 184011 members 
Mstep: Class 18 contains 23593 members 
Mstep: Class 19 contains 71992 members 
Mstep: Class 20 contains 25505 members 
Mstep: Class 21 contains 81414 members 
Mstep: Class 22 contains 26983 members 
Mstep: Class 23 contains 26566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133325088.000000 Penalty: 69338.250000
Iteration 31Q: 21 clusters Score -1.333251e+08 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 61692 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 85115 members 
Mstep: Class 7 contains 8855 members 
Mstep: Class 8 contains 21769 members 
Mstep: Class 9 contains 207618 members 
Mstep: Class 10 contains 198790 members 
Mstep: Class 11 contains 28488 members 
Mstep: Class 12 contains 74178 members 
Mstep: Class 13 contains 16433 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 184026 members 
Mstep: Class 18 contains 23495 members 
Mstep: Class 19 contains 72387 members 
Mstep: Class 20 contains 25610 members 
Mstep: Class 21 contains 81465 members 
Mstep: Class 22 contains 26525 members 
Mstep: Class 23 contains 26689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133326208.000000 Penalty: 69338.250000
Iteration 32Q: 21 clusters Score -1.333262e+08 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 62058 members 
Mstep: Class 4 contains 2317 members 
Mstep: Class 5 contains 84535 members 
Mstep: Class 7 contains 8850 members 
Mstep: Class 8 contains 21954 members 
Mstep: Class 9 contains 206432 members 
Mstep: Class 10 contains 199622 members 
Mstep: Class 11 contains 28285 members 
Mstep: Class 12 contains 74448 members 
Mstep: Class 13 contains 16420 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 184034 members 
Mstep: Class 18 contains 23446 members 
Mstep: Class 19 contains 72821 members 
Mstep: Class 20 contains 25688 members 
Mstep: Class 21 contains 81590 members 
Mstep: Class 22 contains 26139 members 
Mstep: Class 23 contains 26814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133328128.000000 Penalty: 69338.250000
Iteration 33Q: 21 clusters Score -1.333281e+08 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 62392 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 83988 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 205070 members 
Mstep: Class 10 contains 200615 members 
Mstep: Class 11 contains 28047 members 
Mstep: Class 12 contains 74567 members 
Mstep: Class 13 contains 16410 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 184034 members 
Mstep: Class 18 contains 23391 members 
Mstep: Class 19 contains 73294 members 
Mstep: Class 20 contains 25765 members 
Mstep: Class 21 contains 81701 members 
Mstep: Class 22 contains 25877 members 
Mstep: Class 23 contains 26980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133329312.000000 Penalty: 69338.250000
Iteration 34Q: 21 clusters Score -1.333293e+08 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 62753 members 
Mstep: Class 4 contains 2341 members 
Mstep: Class 5 contains 83462 members 
Mstep: Class 7 contains 8837 members 
Mstep: Class 8 contains 22330 members 
Mstep: Class 9 contains 203580 members 
Mstep: Class 10 contains 201723 members 
Mstep: Class 11 contains 27781 members 
Mstep: Class 12 contains 74577 members 
Mstep: Class 13 contains 16396 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 184032 members 
Mstep: Class 18 contains 23350 members 
Mstep: Class 19 contains 73817 members 
Mstep: Class 20 contains 25845 members 
Mstep: Class 21 contains 81769 members 
Mstep: Class 22 contains 25671 members 
Mstep: Class 23 contains 27201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133330368.000000 Penalty: 69338.250000
Iteration 35Q: 21 clusters Score -1.333304e+08 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 63014 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 82970 members 
Mstep: Class 7 contains 8826 members 
Mstep: Class 8 contains 22505 members 
Mstep: Class 9 contains 202157 members 
Mstep: Class 10 contains 202850 members 
Mstep: Class 11 contains 27474 members 
Mstep: Class 12 contains 74506 members 
Mstep: Class 13 contains 16388 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184043 members 
Mstep: Class 18 contains 23307 members 
Mstep: Class 19 contains 74367 members 
Mstep: Class 20 contains 25920 members 
Mstep: Class 21 contains 81792 members 
Mstep: Class 22 contains 25508 members 
Mstep: Class 23 contains 27491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133331736.000000 Penalty: 69338.250000
Iteration 36Q: 21 clusters Score -1.333317e+08 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 63252 members 
Mstep: Class 4 contains 2354 members 
Mstep: Class 5 contains 82463 members 
Mstep: Class 7 contains 8818 members 
Mstep: Class 8 contains 22652 members 
Mstep: Class 9 contains 200940 members 
Mstep: Class 10 contains 203897 members 
Mstep: Class 11 contains 27120 members 
Mstep: Class 12 contains 74368 members 
Mstep: Class 13 contains 16383 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184037 members 
Mstep: Class 18 contains 23281 members 
Mstep: Class 19 contains 74878 members 
Mstep: Class 20 contains 25977 members 
Mstep: Class 21 contains 81786 members 
Mstep: Class 22 contains 25397 members 
Mstep: Class 23 contains 27861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133332912.000000 Penalty: 69338.250000
Iteration 37Q: 21 clusters Score -1.333329e+08 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 63447 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 81980 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 22800 members 
Mstep: Class 9 contains 199863 members 
Mstep: Class 10 contains 204841 members 
Mstep: Class 11 contains 26706 members 
Mstep: Class 12 contains 74242 members 
Mstep: Class 13 contains 16375 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184021 members 
Mstep: Class 18 contains 23263 members 
Mstep: Class 19 contains 75334 members 
Mstep: Class 20 contains 26016 members 
Mstep: Class 21 contains 81765 members 
Mstep: Class 22 contains 25305 members 
Mstep: Class 23 contains 28344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133335368.000000 Penalty: 69338.250000
Iteration 38Q: 21 clusters Score -1.333354e+08 nChanged 5495
Entering ConstructFrom: 
Score: -133335368.000000 Penalty: 69338.250000
Entering ConstructFrom: 
Trying to split cluster 1 (30631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Entering Unmasked Estep 
Score: -3418695.000000 Penalty: 2561.782471
	Iteration 0F: 2 clusters Score -3418695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3397652.250000 Penalty: 5123.564941
	Iteration 0F: 3 clusters Score -3397652 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3408558.250000 Penalty: 5123.564941
	Iteration 1F: 3 clusters Score -3408558 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3416472.750000 Penalty: 5123.564941
	Iteration 2F: 3 clusters Score -3416473 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3425091.000000 Penalty: 5123.564941
	Iteration 3F: 3 clusters Score -3425091 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3429952.000000 Penalty: 5123.564941
	Iteration 4F: 3 clusters Score -3429952 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3431579.750000 Penalty: 5123.564941
	Iteration 5Q: 3 clusters Score -3431580 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3432013.500000 Penalty: 5123.564941
	Iteration 6Q: 3 clusters Score -3432014 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3432166.250000 Penalty: 5123.564941
	Iteration 7Q: 3 clusters Score -3432166 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -3432268.250000 Penalty: 5123.564941
	Iteration 8Q: 3 clusters Score -3432268 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3432363.250000 Penalty: 5123.564941
	Iteration 9Q: 3 clusters Score -3432363 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3432501.500000 Penalty: 5123.564941
	Iteration 10Q: 3 clusters Score -3432502 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3432617.500000 Penalty: 5123.564941
	Iteration 11Q: 3 clusters Score -3432618 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3432757.500000 Penalty: 5123.564941
	Iteration 12Q: 3 clusters Score -3432758 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3432930.250000 Penalty: 5123.564941
	Iteration 13Q: 3 clusters Score -3432930 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3433139.250000 Penalty: 5123.564941
	Iteration 14Q: 3 clusters Score -3433139 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3433371.750000 Penalty: 5123.564941
	Iteration 15Q: 3 clusters Score -3433372 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3433641.500000 Penalty: 5123.564941
	Iteration 16Q: 3 clusters Score -3433642 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3433963.250000 Penalty: 5123.564941
	Iteration 17Q: 3 clusters Score -3433963 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3434432.000000 Penalty: 5123.564941
	Iteration 18Q: 3 clusters Score -3434432 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3435047.500000 Penalty: 5123.564941
	Iteration 19Q: 3 clusters Score -3435048 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3436188.750000 Penalty: 5123.564941
	Iteration 20F: 3 clusters Score -3436189 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3438454.500000 Penalty: 5123.564941
	Iteration 21Q: 3 clusters Score -3438454 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3439696.250000 Penalty: 5123.564941
	Iteration 22Q: 3 clusters Score -3439696 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3440803.250000 Penalty: 5123.564941
	Iteration 23Q: 3 clusters Score -3440803 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3442090.250000 Penalty: 5123.564941
	Iteration 24Q: 3 clusters Score -3442090 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3442645.500000 Penalty: 5123.564941
	Iteration 25Q: 3 clusters Score -3442646 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3442797.000000 Penalty: 5123.564941
	Iteration 26Q: 3 clusters Score -3442797 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3442850.000000 Penalty: 5123.564941
	Iteration 27Q: 3 clusters Score -3442850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3442851.250000 Penalty: 5123.564941
	Iteration 28Q: 3 clusters Score -3442851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3442871.500000 Penalty: 5123.564941
	Iteration 29Q: 3 clusters Score -3442872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3442868.250000 Penalty: 5123.564941
	Iteration 30Q: 3 clusters Score -3442868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3442870.750000 Penalty: 5123.564941
	Iteration 31Q: 3 clusters Score -3442871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3442872.500000 Penalty: 5123.564941
	Iteration 32Q: 3 clusters Score -3442872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3442872.000000 Penalty: 5123.564941
	Iteration 33Q: 3 clusters Score -3442872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3442870.500000 Penalty: 5123.564941
	Iteration 34Q: 3 clusters Score -3442870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3442876.750000 Penalty: 5123.564941
	Iteration 35Q: 3 clusters Score -3442877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3442879.250000 Penalty: 5123.564941
	Iteration 36Q: 3 clusters Score -3442879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3442874.250000 Penalty: 5123.564941
	Iteration 37Q: 3 clusters Score -3442874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3442874.250000 Penalty: 5123.564941
	Iteration 38F: 3 clusters Score -3442874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 63588 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 81570 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 198965 members 
Mstep: Class 10 contains 205679 members 
Mstep: Class 11 contains 26326 members 
Mstep: Class 12 contains 74102 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Entering Unmasked Estep 
Score: -133359384.000000 Penalty: 72805.164062
Splitting cluster 1 changes total score from -133335368.000000 to -133359384.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (63588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Entering Unmasked Estep 
Score: -6805403.500000 Penalty: 2742.924561
	Iteration 0F: 2 clusters Score -6805404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -6762791.000000 Penalty: 5485.849121
	Iteration 0F: 3 clusters Score -6762791 nChanged 29647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -6780951.500000 Penalty: 5485.849121
	Iteration 1F: 3 clusters Score -6780952 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -6783029.000000 Penalty: 5485.849121
	Iteration 2F: 3 clusters Score -6783029 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -6785625.000000 Penalty: 5485.849121
	Iteration 3F: 3 clusters Score -6785625 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -6788322.500000 Penalty: 5485.849121
	Iteration 4F: 3 clusters Score -6788322 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -6791002.000000 Penalty: 5485.849121
	Iteration 5F: 3 clusters Score -6791002 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -6793772.500000 Penalty: 5485.849121
	Iteration 6F: 3 clusters Score -6793772 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -6796605.000000 Penalty: 5485.849121
	Iteration 7F: 3 clusters Score -6796605 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -6798932.000000 Penalty: 5485.849121
	Iteration 8Q: 3 clusters Score -6798932 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -6800583.000000 Penalty: 5485.849121
	Iteration 9Q: 3 clusters Score -6800583 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -6801597.500000 Penalty: 5485.849121
	Iteration 10Q: 3 clusters Score -6801598 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -6802400.500000 Penalty: 5485.849121
	Iteration 11Q: 3 clusters Score -6802400 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -6803050.000000 Penalty: 5485.849121
	Iteration 12Q: 3 clusters Score -6803050 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -6803600.000000 Penalty: 5485.849121
	Iteration 13Q: 3 clusters Score -6803600 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -6804179.000000 Penalty: 5485.849121
	Iteration 14Q: 3 clusters Score -6804179 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -6804641.500000 Penalty: 5485.849121
	Iteration 15Q: 3 clusters Score -6804642 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -6805143.500000 Penalty: 5485.849121
	Iteration 16Q: 3 clusters Score -6805144 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -6805569.500000 Penalty: 5485.849121
	Iteration 17Q: 3 clusters Score -6805570 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -6805986.500000 Penalty: 5485.849121
	Iteration 18Q: 3 clusters Score -6805986 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -6806295.500000 Penalty: 5485.849121
	Iteration 19Q: 3 clusters Score -6806296 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -6806486.000000 Penalty: 5485.849121
	Iteration 20F: 3 clusters Score -6806486 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6806668.000000 Penalty: 5485.849121
	Iteration 21Q: 3 clusters Score -6806668 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -6806769.000000 Penalty: 5485.849121
	Iteration 22Q: 3 clusters Score -6806769 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -6806843.000000 Penalty: 5485.849121
	Iteration 23Q: 3 clusters Score -6806843 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -6806912.500000 Penalty: 5485.849121
	Iteration 24Q: 3 clusters Score -6806912 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6806954.500000 Penalty: 5485.849121
	Iteration 25Q: 3 clusters Score -6806954 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6806991.000000 Penalty: 5485.849121
	Iteration 26Q: 3 clusters Score -6806991 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6807006.000000 Penalty: 5485.849121
	Iteration 27Q: 3 clusters Score -6807006 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -6807033.500000 Penalty: 5485.849121
	Iteration 28Q: 3 clusters Score -6807034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6807058.000000 Penalty: 5485.849121
	Iteration 29Q: 3 clusters Score -6807058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6807120.500000 Penalty: 5485.849121
	Iteration 30Q: 3 clusters Score -6807120 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -6807136.500000 Penalty: 5485.849121
	Iteration 31Q: 3 clusters Score -6807136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6807159.000000 Penalty: 5485.849121
	Iteration 32Q: 3 clusters Score -6807159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6807165.000000 Penalty: 5485.849121
	Iteration 33Q: 3 clusters Score -6807165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6807170.000000 Penalty: 5485.849121
	Iteration 34Q: 3 clusters Score -6807170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6807169.000000 Penalty: 5485.849121
	Iteration 35Q: 3 clusters Score -6807169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6807174.000000 Penalty: 5485.849121
	Iteration 36Q: 3 clusters Score -6807174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6807180.000000 Penalty: 5485.849121
	Iteration 37Q: 3 clusters Score -6807180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6807192.000000 Penalty: 5485.849121
	Iteration 38Q: 3 clusters Score -6807192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -6807199.500000 Penalty: 5485.849121
	Iteration 39Q: 3 clusters Score -6807200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6807199.000000 Penalty: 5485.849121
	Iteration 40F: 3 clusters Score -6807199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6807204.000000 Penalty: 5485.849121
	Iteration 41Q: 3 clusters Score -6807204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6807210.000000 Penalty: 5485.849121
	Iteration 42Q: 3 clusters Score -6807210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6807211.500000 Penalty: 5485.849121
	Iteration 43Q: 3 clusters Score -6807212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6807216.500000 Penalty: 5485.849121
	Iteration 44Q: 3 clusters Score -6807216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6807220.000000 Penalty: 5485.849121
	Iteration 45Q: 3 clusters Score -6807220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6807242.500000 Penalty: 5485.849121
	Iteration 46Q: 3 clusters Score -6807242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6807238.500000 Penalty: 5485.849121
	Iteration 47Q: 3 clusters Score -6807238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6807240.000000 Penalty: 5485.849121
	Iteration 48Q: 3 clusters Score -6807240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6807266.000000 Penalty: 5485.849121
	Iteration 49Q: 3 clusters Score -6807266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6807274.000000 Penalty: 5485.849121
	Iteration 50Q: 3 clusters Score -6807274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6807272.000000 Penalty: 5485.849121
	Iteration 51Q: 3 clusters Score -6807272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6807301.500000 Penalty: 5485.849121
	Iteration 52Q: 3 clusters Score -6807302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6807330.000000 Penalty: 5485.849121
	Iteration 53Q: 3 clusters Score -6807330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6807343.500000 Penalty: 5485.849121
	Iteration 54Q: 3 clusters Score -6807344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6807346.500000 Penalty: 5485.849121
	Iteration 55Q: 3 clusters Score -6807346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6807351.000000 Penalty: 5485.849121
	Iteration 56Q: 3 clusters Score -6807351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6807361.500000 Penalty: 5485.849121
	Iteration 57Q: 3 clusters Score -6807362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6807363.000000 Penalty: 5485.849121
	Iteration 58Q: 3 clusters Score -6807363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6807358.000000 Penalty: 5485.849121
	Iteration 59Q: 3 clusters Score -6807358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6807359.000000 Penalty: 5485.849121
	Iteration 60F: 3 clusters Score -6807359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6807359.500000 Penalty: 5485.849121
	Iteration 61Q: 3 clusters Score -6807360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6807369.500000 Penalty: 5485.849121
	Iteration 62Q: 3 clusters Score -6807370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6807366.000000 Penalty: 5485.849121
	Iteration 63Q: 3 clusters Score -6807366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6807360.000000 Penalty: 5485.849121
	Iteration 64Q: 3 clusters Score -6807360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6807360.000000 Penalty: 5485.849121
	Iteration 65Q: 3 clusters Score -6807360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6807364.500000 Penalty: 5485.849121
	Iteration 66Q: 3 clusters Score -6807364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6807374.000000 Penalty: 5485.849121
	Iteration 67Q: 3 clusters Score -6807374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6807371.000000 Penalty: 5485.849121
	Iteration 68Q: 3 clusters Score -6807371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6807379.000000 Penalty: 5485.849121
	Iteration 69Q: 3 clusters Score -6807379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6807383.000000 Penalty: 5485.849121
	Iteration 70Q: 3 clusters Score -6807383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6807374.000000 Penalty: 5485.849121
	Iteration 71Q: 3 clusters Score -6807374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6807377.500000 Penalty: 5485.849121
	Iteration 72Q: 3 clusters Score -6807378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6807384.000000 Penalty: 5485.849121
	Iteration 73Q: 3 clusters Score -6807384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6807374.500000 Penalty: 5485.849121
	Iteration 74Q: 3 clusters Score -6807374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6807391.000000 Penalty: 5485.849121
	Iteration 75Q: 3 clusters Score -6807391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6807406.000000 Penalty: 5485.849121
	Iteration 76Q: 3 clusters Score -6807406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6807415.000000 Penalty: 5485.849121
	Iteration 77Q: 3 clusters Score -6807415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6807414.000000 Penalty: 5485.849121
	Iteration 78Q: 3 clusters Score -6807414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6807408.500000 Penalty: 5485.849121
	Iteration 79Q: 3 clusters Score -6807408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6807405.000000 Penalty: 5485.849121
	Iteration 80F: 3 clusters Score -6807405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6807405.500000 Penalty: 5485.849121
	Iteration 81Q: 3 clusters Score -6807406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6807417.500000 Penalty: 5485.849121
	Iteration 82Q: 3 clusters Score -6807418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6807414.000000 Penalty: 5485.849121
	Iteration 83Q: 3 clusters Score -6807414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6807413.500000 Penalty: 5485.849121
	Iteration 84Q: 3 clusters Score -6807414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6807419.000000 Penalty: 5485.849121
	Iteration 85Q: 3 clusters Score -6807419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6807410.500000 Penalty: 5485.849121
	Iteration 86Q: 3 clusters Score -6807410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6807410.500000 Penalty: 5485.849121
	Iteration 87Q: 3 clusters Score -6807410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6807410.500000 Penalty: 5485.849121
	Iteration 88Q: 3 clusters Score -6807410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6807416.000000 Penalty: 5485.849121
	Iteration 89Q: 3 clusters Score -6807416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6807405.500000 Penalty: 5485.849121
	Iteration 90Q: 3 clusters Score -6807406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6807416.500000 Penalty: 5485.849121
	Iteration 91Q: 3 clusters Score -6807416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6807421.500000 Penalty: 5485.849121
	Iteration 92Q: 3 clusters Score -6807422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6807417.000000 Penalty: 5485.849121
	Iteration 93Q: 3 clusters Score -6807417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6807420.500000 Penalty: 5485.849121
	Iteration 94Q: 3 clusters Score -6807420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6807420.500000 Penalty: 5485.849121
	Iteration 95F: 3 clusters Score -6807420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 81570 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 198965 members 
Mstep: Class 10 contains 205679 members 
Mstep: Class 11 contains 26326 members 
Mstep: Class 12 contains 74102 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Entering Unmasked Estep 
Score: -133360728.000000 Penalty: 76272.078125
Splitting cluster 2 changes total score from -133335368.000000 to -133360728.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -299361.062500 Penalty: 1926.910645
	Iteration 0F: 2 clusters Score -299361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -296701.062500 Penalty: 3853.821289
	Iteration 0F: 3 clusters Score -296701.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -299449.593750 Penalty: 3853.821289
	Iteration 1F: 3 clusters Score -299449.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -300551.562500 Penalty: 3853.821289
	Iteration 2F: 3 clusters Score -300551.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -301165.562500 Penalty: 3853.821289
	Iteration 3F: 3 clusters Score -301165.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -301646.156250 Penalty: 3853.821289
	Iteration 4F: 3 clusters Score -301646.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -302001.375000 Penalty: 3853.821289
	Iteration 5Q: 3 clusters Score -302001.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -302338.843750 Penalty: 3853.821289
	Iteration 6Q: 3 clusters Score -302338.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -302969.500000 Penalty: 3853.821289
	Iteration 7Q: 3 clusters Score -302969.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -303049.093750 Penalty: 3853.821289
	Iteration 8Q: 3 clusters Score -303049.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -303104.593750 Penalty: 3853.821289
	Iteration 9Q: 3 clusters Score -303104.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -303166.687500 Penalty: 3853.821289
	Iteration 10Q: 3 clusters Score -303166.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -303187.781250 Penalty: 3853.821289
	Iteration 11Q: 3 clusters Score -303187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -303212.000000 Penalty: 3853.821289
	Iteration 12Q: 3 clusters Score -303212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -303250.468750 Penalty: 3853.821289
	Iteration 13Q: 3 clusters Score -303250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -303260.437500 Penalty: 3853.821289
	Iteration 14Q: 3 clusters Score -303260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -303260.718750 Penalty: 3853.821289
	Iteration 15Q: 3 clusters Score -303260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -303266.968750 Penalty: 3853.821289
	Iteration 16Q: 3 clusters Score -303267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -303273.312500 Penalty: 3853.821289
	Iteration 17Q: 3 clusters Score -303273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -303273.250000 Penalty: 3853.821289
	Iteration 18Q: 3 clusters Score -303273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -303273.687500 Penalty: 3853.821289
	Iteration 19Q: 3 clusters Score -303273.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -303275.062500 Penalty: 3853.821289
	Iteration 20F: 3 clusters Score -303275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -303283.218750 Penalty: 3853.821289
	Iteration 21Q: 3 clusters Score -303283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -303296.125000 Penalty: 3853.821289
	Iteration 22Q: 3 clusters Score -303296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -303300.406250 Penalty: 3853.821289
	Iteration 23Q: 3 clusters Score -303300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -303305.406250 Penalty: 3853.821289
	Iteration 24Q: 3 clusters Score -303305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -303304.906250 Penalty: 3853.821289
	Iteration 25Q: 3 clusters Score -303304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -303311.531250 Penalty: 3853.821289
	Iteration 26Q: 3 clusters Score -303311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -303317.000000 Penalty: 3853.821289
	Iteration 27Q: 3 clusters Score -303317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -303323.156250 Penalty: 3853.821289
	Iteration 28Q: 3 clusters Score -303323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -303323.250000 Penalty: 3853.821289
	Iteration 29Q: 3 clusters Score -303323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -303323.250000 Penalty: 3853.821289
	Iteration 30F: 3 clusters Score -303323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 81570 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 198965 members 
Mstep: Class 10 contains 205679 members 
Mstep: Class 11 contains 26326 members 
Mstep: Class 12 contains 74102 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Entering Unmasked Estep 
Score: -133362976.000000 Penalty: 79738.992188
Splitting cluster 4 changes total score from -133335368.000000 to -133362976.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (81570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Entering Unmasked Estep 
Score: -9347134.000000 Penalty: 2804.685791
	Iteration 0F: 2 clusters Score -9347134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -9292477.000000 Penalty: 5609.371582
	Iteration 0F: 3 clusters Score -9292477 nChanged 38542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -9317957.000000 Penalty: 5609.371582
	Iteration 1F: 3 clusters Score -9317957 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -9323444.000000 Penalty: 5609.371582
	Iteration 2F: 3 clusters Score -9323444 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -9329615.000000 Penalty: 5609.371582
	Iteration 3F: 3 clusters Score -9329615 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -9335229.000000 Penalty: 5609.371582
	Iteration 4F: 3 clusters Score -9335229 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -9339465.000000 Penalty: 5609.371582
	Iteration 5F: 3 clusters Score -9339465 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -9343345.000000 Penalty: 5609.371582
	Iteration 6F: 3 clusters Score -9343345 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -9347739.000000 Penalty: 5609.371582
	Iteration 7F: 3 clusters Score -9347739 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -9352314.000000 Penalty: 5609.371582
	Iteration 8F: 3 clusters Score -9352314 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -9356683.000000 Penalty: 5609.371582
	Iteration 9Q: 3 clusters Score -9356683 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -9359936.000000 Penalty: 5609.371582
	Iteration 10Q: 3 clusters Score -9359936 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -9361237.000000 Penalty: 5609.371582
	Iteration 11Q: 3 clusters Score -9361237 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -9361656.000000 Penalty: 5609.371582
	Iteration 12Q: 3 clusters Score -9361656 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -9361796.000000 Penalty: 5609.371582
	Iteration 13Q: 3 clusters Score -9361796 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -9361833.000000 Penalty: 5609.371582
	Iteration 14Q: 3 clusters Score -9361833 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -9361827.000000 Penalty: 5609.371582
	Iteration 15Q: 3 clusters Score -9361827 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -9361839.000000 Penalty: 5609.371582
	Iteration 16Q: 3 clusters Score -9361839 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -9361833.000000 Penalty: 5609.371582
	Iteration 17Q: 3 clusters Score -9361833 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -9361830.000000 Penalty: 5609.371582
	Iteration 18Q: 3 clusters Score -9361830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -9361852.000000 Penalty: 5609.371582
	Iteration 19Q: 3 clusters Score -9361852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -9361849.000000 Penalty: 5609.371582
	Iteration 20F: 3 clusters Score -9361849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -9361858.000000 Penalty: 5609.371582
	Iteration 21Q: 3 clusters Score -9361858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -9361846.000000 Penalty: 5609.371582
	Iteration 22Q: 3 clusters Score -9361846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -9361861.000000 Penalty: 5609.371582
	Iteration 23Q: 3 clusters Score -9361861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -9361869.000000 Penalty: 5609.371582
	Iteration 24Q: 3 clusters Score -9361869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -9361866.000000 Penalty: 5609.371582
	Iteration 25Q: 3 clusters Score -9361866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -9361854.000000 Penalty: 5609.371582
	Iteration 26Q: 3 clusters Score -9361854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -9361853.000000 Penalty: 5609.371582
	Iteration 27Q: 3 clusters Score -9361853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -9361841.000000 Penalty: 5609.371582
	Iteration 28Q: 3 clusters Score -9361841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -9361852.000000 Penalty: 5609.371582
	Iteration 29Q: 3 clusters Score -9361852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -9361855.000000 Penalty: 5609.371582
	Iteration 30Q: 3 clusters Score -9361855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -9361854.000000 Penalty: 5609.371582
	Iteration 31Q: 3 clusters Score -9361854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -9361853.000000 Penalty: 5609.371582
	Iteration 32Q: 3 clusters Score -9361853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -9361852.000000 Penalty: 5609.371582
	Iteration 33Q: 3 clusters Score -9361852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -9361844.000000 Penalty: 5609.371582
	Iteration 34Q: 3 clusters Score -9361844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -9361854.000000 Penalty: 5609.371582
	Iteration 35Q: 3 clusters Score -9361854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -9361857.000000 Penalty: 5609.371582
	Iteration 36Q: 3 clusters Score -9361857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -9361849.000000 Penalty: 5609.371582
	Iteration 37Q: 3 clusters Score -9361849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -9361850.000000 Penalty: 5609.371582
	Iteration 38Q: 3 clusters Score -9361850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -9361858.000000 Penalty: 5609.371582
	Iteration 39Q: 3 clusters Score -9361858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -9361856.000000 Penalty: 5609.371582
	Iteration 40F: 3 clusters Score -9361856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 198965 members 
Mstep: Class 10 contains 205679 members 
Mstep: Class 11 contains 26326 members 
Mstep: Class 12 contains 74102 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Entering Unmasked Estep 
Score: -133377576.000000 Penalty: 83205.906250
Splitting cluster 5 changes total score from -133335368.000000 to -133377576.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (8807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Entering Unmasked Estep 
Score: -986911.000000 Penalty: 2252.658936
	Iteration 0F: 2 clusters Score -986911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -980074.437500 Penalty: 4505.317871
	Iteration 0F: 3 clusters Score -980074.4 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -982750.125000 Penalty: 4505.317871
	Iteration 1F: 3 clusters Score -982750.1 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -984478.937500 Penalty: 4505.317871
	Iteration 2F: 3 clusters Score -984478.9 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -986248.250000 Penalty: 4505.317871
	Iteration 3F: 3 clusters Score -986248.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -987157.312500 Penalty: 4505.317871
	Iteration 4F: 3 clusters Score -987157.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -987538.187500 Penalty: 4505.317871
	Iteration 5F: 3 clusters Score -987538.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -987660.687500 Penalty: 4505.317871
	Iteration 6Q: 3 clusters Score -987660.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -987724.750000 Penalty: 4505.317871
	Iteration 7Q: 3 clusters Score -987724.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -987773.062500 Penalty: 4505.317871
	Iteration 8Q: 3 clusters Score -987773.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -987804.062500 Penalty: 4505.317871
	Iteration 9Q: 3 clusters Score -987804.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -987828.062500 Penalty: 4505.317871
	Iteration 10Q: 3 clusters Score -987828.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -987842.312500 Penalty: 4505.317871
	Iteration 11Q: 3 clusters Score -987842.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -987855.812500 Penalty: 4505.317871
	Iteration 12Q: 3 clusters Score -987855.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -987863.312500 Penalty: 4505.317871
	Iteration 13Q: 3 clusters Score -987863.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -987872.687500 Penalty: 4505.317871
	Iteration 14Q: 3 clusters Score -987872.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -987883.750000 Penalty: 4505.317871
	Iteration 15Q: 3 clusters Score -987883.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -987892.562500 Penalty: 4505.317871
	Iteration 16Q: 3 clusters Score -987892.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -987904.812500 Penalty: 4505.317871
	Iteration 17Q: 3 clusters Score -987904.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -987915.750000 Penalty: 4505.317871
	Iteration 18Q: 3 clusters Score -987915.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -987930.625000 Penalty: 4505.317871
	Iteration 19Q: 3 clusters Score -987930.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -987942.062500 Penalty: 4505.317871
	Iteration 20F: 3 clusters Score -987942.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -987954.062500 Penalty: 4505.317871
	Iteration 21Q: 3 clusters Score -987954.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -987971.187500 Penalty: 4505.317871
	Iteration 22Q: 3 clusters Score -987971.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -987982.125000 Penalty: 4505.317871
	Iteration 23Q: 3 clusters Score -987982.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -987993.375000 Penalty: 4505.317871
	Iteration 24Q: 3 clusters Score -987993.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -988004.312500 Penalty: 4505.317871
	Iteration 25Q: 3 clusters Score -988004.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -988011.875000 Penalty: 4505.317871
	Iteration 26Q: 3 clusters Score -988011.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -988014.625000 Penalty: 4505.317871
	Iteration 27Q: 3 clusters Score -988014.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -988017.687500 Penalty: 4505.317871
	Iteration 28Q: 3 clusters Score -988017.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -988022.625000 Penalty: 4505.317871
	Iteration 29Q: 3 clusters Score -988022.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -988029.500000 Penalty: 4505.317871
	Iteration 30Q: 3 clusters Score -988029.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -988034.062500 Penalty: 4505.317871
	Iteration 31Q: 3 clusters Score -988034.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -988038.875000 Penalty: 4505.317871
	Iteration 32Q: 3 clusters Score -988038.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -988045.500000 Penalty: 4505.317871
	Iteration 33Q: 3 clusters Score -988045.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -988051.500000 Penalty: 4505.317871
	Iteration 34Q: 3 clusters Score -988051.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -988053.750000 Penalty: 4505.317871
	Iteration 35Q: 3 clusters Score -988053.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -988060.000000 Penalty: 4505.317871
	Iteration 36Q: 3 clusters Score -988060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -988068.312500 Penalty: 4505.317871
	Iteration 37Q: 3 clusters Score -988068.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -988077.812500 Penalty: 4505.317871
	Iteration 38Q: 3 clusters Score -988077.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -988088.687500 Penalty: 4505.317871
	Iteration 39Q: 3 clusters Score -988088.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -988107.250000 Penalty: 4505.317871
	Iteration 40F: 3 clusters Score -988107.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -988127.437500 Penalty: 4505.317871
	Iteration 41Q: 3 clusters Score -988127.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -988145.875000 Penalty: 4505.317871
	Iteration 42Q: 3 clusters Score -988145.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -988174.187500 Penalty: 4505.317871
	Iteration 43Q: 3 clusters Score -988174.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -988220.312500 Penalty: 4505.317871
	Iteration 44Q: 3 clusters Score -988220.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -988284.187500 Penalty: 4505.317871
	Iteration 45Q: 3 clusters Score -988284.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -988377.437500 Penalty: 4505.317871
	Iteration 46Q: 3 clusters Score -988377.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -988512.250000 Penalty: 4505.317871
	Iteration 47Q: 3 clusters Score -988512.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -988738.687500 Penalty: 4505.317871
	Iteration 48Q: 3 clusters Score -988738.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -989074.062500 Penalty: 4505.317871
	Iteration 49Q: 3 clusters Score -989074.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -989479.687500 Penalty: 4505.317871
	Iteration 50Q: 3 clusters Score -989479.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -989923.437500 Penalty: 4505.317871
	Iteration 51Q: 3 clusters Score -989923.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -990339.625000 Penalty: 4505.317871
	Iteration 52Q: 3 clusters Score -990339.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -990744.062500 Penalty: 4505.317871
	Iteration 53Q: 3 clusters Score -990744.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -991441.812500 Penalty: 4505.317871
	Iteration 54Q: 3 clusters Score -991441.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -992560.062500 Penalty: 4505.317871
	Iteration 55Q: 3 clusters Score -992560.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -992650.500000 Penalty: 4505.317871
	Iteration 56Q: 3 clusters Score -992650.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -992678.750000 Penalty: 4505.317871
	Iteration 57Q: 3 clusters Score -992678.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -992685.437500 Penalty: 4505.317871
	Iteration 58Q: 3 clusters Score -992685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -992688.562500 Penalty: 4505.317871
	Iteration 59Q: 3 clusters Score -992688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -992692.187500 Penalty: 4505.317871
	Iteration 60F: 3 clusters Score -992692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -992694.937500 Penalty: 4505.317871
	Iteration 61Q: 3 clusters Score -992694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -992694.437500 Penalty: 4505.317871
	Iteration 62Q: 3 clusters Score -992694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -992694.437500 Penalty: 4505.317871
	Iteration 63F: 3 clusters Score -992694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 198965 members 
Mstep: Class 10 contains 205679 members 
Mstep: Class 11 contains 26326 members 
Mstep: Class 12 contains 74102 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Entering Unmasked Estep 
Score: -133381464.000000 Penalty: 86672.812500
Splitting cluster 7 changes total score from -133335368.000000 to -133381464.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (22908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Entering Unmasked Estep 
Score: -2692392.500000 Penalty: 2489.731934
	Iteration 0F: 2 clusters Score -2692392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2676478.500000 Penalty: 4979.463867
	Iteration 0F: 3 clusters Score -2676478 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2682035.750000 Penalty: 4979.463867
	Iteration 1F: 3 clusters Score -2682036 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2682630.750000 Penalty: 4979.463867
	Iteration 2F: 3 clusters Score -2682631 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2683312.000000 Penalty: 4979.463867
	Iteration 3F: 3 clusters Score -2683312 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2684008.500000 Penalty: 4979.463867
	Iteration 4F: 3 clusters Score -2684008 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2684740.500000 Penalty: 4979.463867
	Iteration 5F: 3 clusters Score -2684740 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2685405.250000 Penalty: 4979.463867
	Iteration 6F: 3 clusters Score -2685405 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2685966.000000 Penalty: 4979.463867
	Iteration 7Q: 3 clusters Score -2685966 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2686419.000000 Penalty: 4979.463867
	Iteration 8Q: 3 clusters Score -2686419 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2686810.000000 Penalty: 4979.463867
	Iteration 9Q: 3 clusters Score -2686810 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2687218.250000 Penalty: 4979.463867
	Iteration 10Q: 3 clusters Score -2687218 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2687755.250000 Penalty: 4979.463867
	Iteration 11Q: 3 clusters Score -2687755 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2688388.750000 Penalty: 4979.463867
	Iteration 12Q: 3 clusters Score -2688389 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2689000.000000 Penalty: 4979.463867
	Iteration 13Q: 3 clusters Score -2689000 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2689593.500000 Penalty: 4979.463867
	Iteration 14Q: 3 clusters Score -2689594 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2690162.500000 Penalty: 4979.463867
	Iteration 15Q: 3 clusters Score -2690162 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2690638.500000 Penalty: 4979.463867
	Iteration 16Q: 3 clusters Score -2690638 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2690997.000000 Penalty: 4979.463867
	Iteration 17Q: 3 clusters Score -2690997 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2691307.000000 Penalty: 4979.463867
	Iteration 18Q: 3 clusters Score -2691307 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2691544.250000 Penalty: 4979.463867
	Iteration 19Q: 3 clusters Score -2691544 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2691686.250000 Penalty: 4979.463867
	Iteration 20F: 3 clusters Score -2691686 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2691783.000000 Penalty: 4979.463867
	Iteration 21Q: 3 clusters Score -2691783 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2691851.500000 Penalty: 4979.463867
	Iteration 22Q: 3 clusters Score -2691852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2691923.500000 Penalty: 4979.463867
	Iteration 23Q: 3 clusters Score -2691924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2691959.250000 Penalty: 4979.463867
	Iteration 24Q: 3 clusters Score -2691959 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2691999.250000 Penalty: 4979.463867
	Iteration 25Q: 3 clusters Score -2691999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2692027.250000 Penalty: 4979.463867
	Iteration 26Q: 3 clusters Score -2692027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2692043.000000 Penalty: 4979.463867
	Iteration 27Q: 3 clusters Score -2692043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2692053.750000 Penalty: 4979.463867
	Iteration 28Q: 3 clusters Score -2692054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2692067.250000 Penalty: 4979.463867
	Iteration 29Q: 3 clusters Score -2692067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2692078.500000 Penalty: 4979.463867
	Iteration 30Q: 3 clusters Score -2692078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2692094.000000 Penalty: 4979.463867
	Iteration 31Q: 3 clusters Score -2692094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2692100.500000 Penalty: 4979.463867
	Iteration 32Q: 3 clusters Score -2692100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2692101.500000 Penalty: 4979.463867
	Iteration 33Q: 3 clusters Score -2692102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2692108.750000 Penalty: 4979.463867
	Iteration 34Q: 3 clusters Score -2692109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2692113.000000 Penalty: 4979.463867
	Iteration 35Q: 3 clusters Score -2692113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2692115.250000 Penalty: 4979.463867
	Iteration 36Q: 3 clusters Score -2692115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2692114.000000 Penalty: 4979.463867
	Iteration 37Q: 3 clusters Score -2692114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2692117.000000 Penalty: 4979.463867
	Iteration 38Q: 3 clusters Score -2692117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2692118.250000 Penalty: 4979.463867
	Iteration 39Q: 3 clusters Score -2692118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2692119.750000 Penalty: 4979.463867
	Iteration 40F: 3 clusters Score -2692120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2692119.500000 Penalty: 4979.463867
	Iteration 41Q: 3 clusters Score -2692120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2692122.500000 Penalty: 4979.463867
	Iteration 42Q: 3 clusters Score -2692122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2692122.500000 Penalty: 4979.463867
	Iteration 43Q: 3 clusters Score -2692122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2692122.250000 Penalty: 4979.463867
	Iteration 44Q: 3 clusters Score -2692122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2692121.250000 Penalty: 4979.463867
	Iteration 45Q: 3 clusters Score -2692121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2692123.750000 Penalty: 4979.463867
	Iteration 46Q: 3 clusters Score -2692124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2692122.750000 Penalty: 4979.463867
	Iteration 47Q: 3 clusters Score -2692123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2692122.750000 Penalty: 4979.463867
	Iteration 48F: 3 clusters Score -2692123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (198965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198965 members 
Entering Unmasked Estep 
Score: -23181602.000000 Penalty: 3025.819092
	Iteration 0F: 2 clusters Score -2.31816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 99318 members 
Entering Unmasked Estep 
Score: -23051448.000000 Penalty: 6051.638184
	Iteration 0F: 3 clusters Score -2.305145e+07 nChanged 95813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -23109558.000000 Penalty: 6051.638184
	Iteration 1F: 3 clusters Score -2.310956e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106298 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -23112920.000000 Penalty: 6051.638184
	Iteration 2Q: 3 clusters Score -2.311292e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110165 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -23119136.000000 Penalty: 6051.638184
	Iteration 3F: 3 clusters Score -2.311914e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115114 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -23128056.000000 Penalty: 6051.638184
	Iteration 4F: 3 clusters Score -2.312806e+07 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120435 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -23139034.000000 Penalty: 6051.638184
	Iteration 5F: 3 clusters Score -2.313903e+07 nChanged 14507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -23149512.000000 Penalty: 6051.638184
	Iteration 6F: 3 clusters Score -2.314951e+07 nChanged 12431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -23157358.000000 Penalty: 6051.638184
	Iteration 7F: 3 clusters Score -2.315736e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129577 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -23163626.000000 Penalty: 6051.638184
	Iteration 8F: 3 clusters Score -2.316363e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129916 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -23168934.000000 Penalty: 6051.638184
	Iteration 9Q: 3 clusters Score -2.316893e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129548 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -23172932.000000 Penalty: 6051.638184
	Iteration 10Q: 3 clusters Score -2.317293e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128867 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -23175414.000000 Penalty: 6051.638184
	Iteration 11Q: 3 clusters Score -2.317541e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -23177030.000000 Penalty: 6051.638184
	Iteration 12Q: 3 clusters Score -2.317703e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -23178126.000000 Penalty: 6051.638184
	Iteration 13Q: 3 clusters Score -2.317813e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125672 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -23179154.000000 Penalty: 6051.638184
	Iteration 14Q: 3 clusters Score -2.317915e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124160 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -23180266.000000 Penalty: 6051.638184
	Iteration 15Q: 3 clusters Score -2.318027e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122419 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -23181322.000000 Penalty: 6051.638184
	Iteration 16Q: 3 clusters Score -2.318132e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120467 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -23182390.000000 Penalty: 6051.638184
	Iteration 17Q: 3 clusters Score -2.318239e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -23183270.000000 Penalty: 6051.638184
	Iteration 18Q: 3 clusters Score -2.318327e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116347 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -23184258.000000 Penalty: 6051.638184
	Iteration 19Q: 3 clusters Score -2.318426e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -23185250.000000 Penalty: 6051.638184
	Iteration 20F: 3 clusters Score -2.318525e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -23186042.000000 Penalty: 6051.638184
	Iteration 21Q: 3 clusters Score -2.318604e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -23186706.000000 Penalty: 6051.638184
	Iteration 22Q: 3 clusters Score -2.318671e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -23187548.000000 Penalty: 6051.638184
	Iteration 23Q: 3 clusters Score -2.318755e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105356 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -23188174.000000 Penalty: 6051.638184
	Iteration 24Q: 3 clusters Score -2.318817e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103384 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -23188712.000000 Penalty: 6051.638184
	Iteration 25Q: 3 clusters Score -2.318871e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -23189114.000000 Penalty: 6051.638184
	Iteration 26Q: 3 clusters Score -2.318911e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -23189488.000000 Penalty: 6051.638184
	Iteration 27Q: 3 clusters Score -2.318949e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -23189750.000000 Penalty: 6051.638184
	Iteration 28Q: 3 clusters Score -2.318975e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -23189998.000000 Penalty: 6051.638184
	Iteration 29Q: 3 clusters Score -2.319e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -23190236.000000 Penalty: 6051.638184
	Iteration 30Q: 3 clusters Score -2.319024e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -23190496.000000 Penalty: 6051.638184
	Iteration 31Q: 3 clusters Score -2.31905e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92828 members 
Mstep: Class 2 contains 106137 members 
Entering Unmasked Estep 
Score: -23190758.000000 Penalty: 6051.638184
	Iteration 32Q: 3 clusters Score -2.319076e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 107150 members 
Entering Unmasked Estep 
Score: -23190848.000000 Penalty: 6051.638184
	Iteration 33Q: 3 clusters Score -2.319085e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 108009 members 
Entering Unmasked Estep 
Score: -23190984.000000 Penalty: 6051.638184
	Iteration 34Q: 3 clusters Score -2.319098e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 108818 members 
Entering Unmasked Estep 
Score: -23191038.000000 Penalty: 6051.638184
	Iteration 35Q: 3 clusters Score -2.319104e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -23191032.000000 Penalty: 6051.638184
	Iteration 36Q: 3 clusters Score -2.319103e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 110243 members 
Entering Unmasked Estep 
Score: -23191062.000000 Penalty: 6051.638184
	Iteration 37Q: 3 clusters Score -2.319106e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -23191142.000000 Penalty: 6051.638184
	Iteration 38Q: 3 clusters Score -2.319114e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 111504 members 
Entering Unmasked Estep 
Score: -23191084.000000 Penalty: 6051.638184
	Iteration 39Q: 3 clusters Score -2.319108e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 112037 members 
Entering Unmasked Estep 
Score: -23191148.000000 Penalty: 6051.638184
	Iteration 40F: 3 clusters Score -2.319115e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 112522 members 
Entering Unmasked Estep 
Score: -23191174.000000 Penalty: 6051.638184
	Iteration 41Q: 3 clusters Score -2.319117e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -23191194.000000 Penalty: 6051.638184
	Iteration 42Q: 3 clusters Score -2.319119e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 113367 members 
Entering Unmasked Estep 
Score: -23191158.000000 Penalty: 6051.638184
	Iteration 43Q: 3 clusters Score -2.319116e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 113738 members 
Entering Unmasked Estep 
Score: -23191206.000000 Penalty: 6051.638184
	Iteration 44Q: 3 clusters Score -2.319121e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -23191188.000000 Penalty: 6051.638184
	Iteration 45Q: 3 clusters Score -2.319119e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84548 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -23191194.000000 Penalty: 6051.638184
	Iteration 46Q: 3 clusters Score -2.319119e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 114701 members 
Entering Unmasked Estep 
Score: -23191174.000000 Penalty: 6051.638184
	Iteration 47Q: 3 clusters Score -2.319117e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 114960 members 
Entering Unmasked Estep 
Score: -23191182.000000 Penalty: 6051.638184
	Iteration 48Q: 3 clusters Score -2.319118e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 115198 members 
Entering Unmasked Estep 
Score: -23191142.000000 Penalty: 6051.638184
	Iteration 49Q: 3 clusters Score -2.319114e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 115409 members 
Entering Unmasked Estep 
Score: -23191172.000000 Penalty: 6051.638184
	Iteration 50Q: 3 clusters Score -2.319117e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -23191200.000000 Penalty: 6051.638184
	Iteration 51Q: 3 clusters Score -2.31912e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -23191210.000000 Penalty: 6051.638184
	Iteration 52Q: 3 clusters Score -2.319121e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 115960 members 
Entering Unmasked Estep 
Score: -23191234.000000 Penalty: 6051.638184
	Iteration 53Q: 3 clusters Score -2.319123e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82835 members 
Mstep: Class 2 contains 116130 members 
Entering Unmasked Estep 
Score: -23191236.000000 Penalty: 6051.638184
	Iteration 54Q: 3 clusters Score -2.319124e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82678 members 
Mstep: Class 2 contains 116287 members 
Entering Unmasked Estep 
Score: -23191220.000000 Penalty: 6051.638184
	Iteration 55Q: 3 clusters Score -2.319122e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -23191244.000000 Penalty: 6051.638184
	Iteration 56Q: 3 clusters Score -2.319124e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 116552 members 
Entering Unmasked Estep 
Score: -23191242.000000 Penalty: 6051.638184
	Iteration 57Q: 3 clusters Score -2.319124e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -23191242.000000 Penalty: 6051.638184
	Iteration 58Q: 3 clusters Score -2.319124e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 116728 members 
Entering Unmasked Estep 
Score: -23191246.000000 Penalty: 6051.638184
	Iteration 59Q: 3 clusters Score -2.319125e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 116811 members 
Entering Unmasked Estep 
Score: -23191252.000000 Penalty: 6051.638184
	Iteration 60F: 3 clusters Score -2.319125e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -23191200.000000 Penalty: 6051.638184
	Iteration 61Q: 3 clusters Score -2.31912e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -23191244.000000 Penalty: 6051.638184
	Iteration 62Q: 3 clusters Score -2.319124e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -23191230.000000 Penalty: 6051.638184
	Iteration 63Q: 3 clusters Score -2.319123e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 117101 members 
Entering Unmasked Estep 
Score: -23191270.000000 Penalty: 6051.638184
	Iteration 64Q: 3 clusters Score -2.319127e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -23191290.000000 Penalty: 6051.638184
	Iteration 65Q: 3 clusters Score -2.319129e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 117203 members 
Entering Unmasked Estep 
Score: -23191252.000000 Penalty: 6051.638184
	Iteration 66Q: 3 clusters Score -2.319125e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -23191252.000000 Penalty: 6051.638184
	Iteration 67Q: 3 clusters Score -2.319125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 117266 members 
Entering Unmasked Estep 
Score: -23191258.000000 Penalty: 6051.638184
	Iteration 68Q: 3 clusters Score -2.319126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -23191254.000000 Penalty: 6051.638184
	Iteration 69Q: 3 clusters Score -2.319125e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 117336 members 
Entering Unmasked Estep 
Score: -23191268.000000 Penalty: 6051.638184
	Iteration 70Q: 3 clusters Score -2.319127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 117367 members 
Entering Unmasked Estep 
Score: -23191238.000000 Penalty: 6051.638184
	Iteration 71Q: 3 clusters Score -2.319124e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 117395 members 
Entering Unmasked Estep 
Score: -23191242.000000 Penalty: 6051.638184
	Iteration 72Q: 3 clusters Score -2.319124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -23191234.000000 Penalty: 6051.638184
	Iteration 73Q: 3 clusters Score -2.319123e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 117440 members 
Entering Unmasked Estep 
Score: -23191236.000000 Penalty: 6051.638184
	Iteration 74Q: 3 clusters Score -2.319124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
Score: -23191238.000000 Penalty: 6051.638184
	Iteration 75Q: 3 clusters Score -2.319124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 117480 members 
Entering Unmasked Estep 
Score: -23191252.000000 Penalty: 6051.638184
	Iteration 76Q: 3 clusters Score -2.319125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -23191250.000000 Penalty: 6051.638184
	Iteration 77Q: 3 clusters Score -2.319125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -23191252.000000 Penalty: 6051.638184
	Iteration 78Q: 3 clusters Score -2.319125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 117526 members 
Entering Unmasked Estep 
Score: -23191260.000000 Penalty: 6051.638184
	Iteration 79Q: 3 clusters Score -2.319126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -23191260.000000 Penalty: 6051.638184
	Iteration 80F: 3 clusters Score -2.319126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 117548 members 
Entering Unmasked Estep 
Score: -23191266.000000 Penalty: 6051.638184
	Iteration 81Q: 3 clusters Score -2.319127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 117558 members 
Entering Unmasked Estep 
Score: -23191266.000000 Penalty: 6051.638184
	Iteration 82Q: 3 clusters Score -2.319127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -23191272.000000 Penalty: 6051.638184
	Iteration 83Q: 3 clusters Score -2.319127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 117581 members 
Entering Unmasked Estep 
Score: -23191286.000000 Penalty: 6051.638184
	Iteration 84Q: 3 clusters Score -2.319129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -23191282.000000 Penalty: 6051.638184
	Iteration 85Q: 3 clusters Score -2.319128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 117601 members 
Entering Unmasked Estep 
Score: -23191276.000000 Penalty: 6051.638184
	Iteration 86Q: 3 clusters Score -2.319128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 117609 members 
Entering Unmasked Estep 
Score: -23191258.000000 Penalty: 6051.638184
	Iteration 87Q: 3 clusters Score -2.319126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
Score: -23191264.000000 Penalty: 6051.638184
	Iteration 88Q: 3 clusters Score -2.319126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 117620 members 
Entering Unmasked Estep 
Score: -23191238.000000 Penalty: 6051.638184
	Iteration 89Q: 3 clusters Score -2.319124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 117625 members 
Entering Unmasked Estep 
Score: -23191250.000000 Penalty: 6051.638184
	Iteration 90Q: 3 clusters Score -2.319125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 117630 members 
Entering Unmasked Estep 
Score: -23191264.000000 Penalty: 6051.638184
	Iteration 91Q: 3 clusters Score -2.319126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 117633 members 
Entering Unmasked Estep 
Score: -23191250.000000 Penalty: 6051.638184
	Iteration 92Q: 3 clusters Score -2.319125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 117636 members 
Entering Unmasked Estep 
Score: -23191270.000000 Penalty: 6051.638184
	Iteration 93Q: 3 clusters Score -2.319127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -23191272.000000 Penalty: 6051.638184
	Iteration 94Q: 3 clusters Score -2.319127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 117639 members 
Entering Unmasked Estep 
Score: -23191272.000000 Penalty: 6051.638184
	Iteration 95Q: 3 clusters Score -2.319127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -23191258.000000 Penalty: 6051.638184
	Iteration 96Q: 3 clusters Score -2.319126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 117644 members 
Entering Unmasked Estep 
Score: -23191254.000000 Penalty: 6051.638184
	Iteration 97Q: 3 clusters Score -2.319125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 117645 members 
Entering Unmasked Estep 
Score: -23191264.000000 Penalty: 6051.638184
	Iteration 98Q: 3 clusters Score -2.319126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 117646 members 
Entering Unmasked Estep 
Score: -23191260.000000 Penalty: 6051.638184
	Iteration 99Q: 3 clusters Score -2.319126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 117646 members 
Entering Unmasked Estep 
Score: -23191260.000000 Penalty: 6051.638184
	Iteration 100F: 3 clusters Score -2.319126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 205679 members 
Mstep: Class 11 contains 26326 members 
Mstep: Class 12 contains 74102 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Entering Unmasked Estep 
Score: -133389712.000000 Penalty: 90139.726562
Splitting cluster 9 changes total score from -133335368.000000 to -133389712.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (205679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205679 members 
Entering Unmasked Estep 
Score: -24144604.000000 Penalty: 3034.049805
	Iteration 0F: 2 clusters Score -2.41446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 103201 members 
Entering Unmasked Estep 
Score: -24013838.000000 Penalty: 6068.099609
	Iteration 0F: 3 clusters Score -2.401384e+07 nChanged 98868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 108891 members 
Entering Unmasked Estep 
Score: -24072460.000000 Penalty: 6068.099609
	Iteration 1F: 3 clusters Score -2.407246e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -24075496.000000 Penalty: 6068.099609
	Iteration 2Q: 3 clusters Score -2.40755e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 118448 members 
Entering Unmasked Estep 
Score: -24080330.000000 Penalty: 6068.099609
	Iteration 3Q: 3 clusters Score -2.408033e+07 nChanged 13344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -24088628.000000 Penalty: 6068.099609
	Iteration 4F: 3 clusters Score -2.408863e+07 nChanged 16364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 139436 members 
Entering Unmasked Estep 
Score: -24101784.000000 Penalty: 6068.099609
	Iteration 5F: 3 clusters Score -2.410178e+07 nChanged 17246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 152706 members 
Entering Unmasked Estep 
Score: -24117742.000000 Penalty: 6068.099609
	Iteration 6F: 3 clusters Score -2.411774e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 162858 members 
Entering Unmasked Estep 
Score: -24132296.000000 Penalty: 6068.099609
	Iteration 7F: 3 clusters Score -2.41323e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 168493 members 
Entering Unmasked Estep 
Score: -24141712.000000 Penalty: 6068.099609
	Iteration 8Q: 3 clusters Score -2.414171e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 171456 members 
Entering Unmasked Estep 
Score: -24145786.000000 Penalty: 6068.099609
	Iteration 9Q: 3 clusters Score -2.414579e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 173491 members 
Entering Unmasked Estep 
Score: -24147564.000000 Penalty: 6068.099609
	Iteration 10Q: 3 clusters Score -2.414756e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 175191 members 
Entering Unmasked Estep 
Score: -24148626.000000 Penalty: 6068.099609
	Iteration 11Q: 3 clusters Score -2.414863e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 176639 members 
Entering Unmasked Estep 
Score: -24149306.000000 Penalty: 6068.099609
	Iteration 12Q: 3 clusters Score -2.414931e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 177940 members 
Entering Unmasked Estep 
Score: -24149770.000000 Penalty: 6068.099609
	Iteration 13Q: 3 clusters Score -2.414977e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -24150068.000000 Penalty: 6068.099609
	Iteration 14Q: 3 clusters Score -2.415007e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 180090 members 
Entering Unmasked Estep 
Score: -24150358.000000 Penalty: 6068.099609
	Iteration 15Q: 3 clusters Score -2.415036e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 181062 members 
Entering Unmasked Estep 
Score: -24150434.000000 Penalty: 6068.099609
	Iteration 16Q: 3 clusters Score -2.415043e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 181906 members 
Entering Unmasked Estep 
Score: -24150490.000000 Penalty: 6068.099609
	Iteration 17Q: 3 clusters Score -2.415049e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 182697 members 
Entering Unmasked Estep 
Score: -24150642.000000 Penalty: 6068.099609
	Iteration 18Q: 3 clusters Score -2.415064e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 183420 members 
Entering Unmasked Estep 
Score: -24150654.000000 Penalty: 6068.099609
	Iteration 19Q: 3 clusters Score -2.415065e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 184045 members 
Entering Unmasked Estep 
Score: -24150674.000000 Penalty: 6068.099609
	Iteration 20F: 3 clusters Score -2.415067e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 184626 members 
Entering Unmasked Estep 
Score: -24150724.000000 Penalty: 6068.099609
	Iteration 21Q: 3 clusters Score -2.415072e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 185146 members 
Entering Unmasked Estep 
Score: -24150732.000000 Penalty: 6068.099609
	Iteration 22Q: 3 clusters Score -2.415073e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -24150692.000000 Penalty: 6068.099609
	Iteration 23Q: 3 clusters Score -2.415069e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 186010 members 
Entering Unmasked Estep 
Score: -24150674.000000 Penalty: 6068.099609
	Iteration 24Q: 3 clusters Score -2.415067e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 186354 members 
Entering Unmasked Estep 
Score: -24150638.000000 Penalty: 6068.099609
	Iteration 25Q: 3 clusters Score -2.415064e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 186652 members 
Entering Unmasked Estep 
Score: -24150652.000000 Penalty: 6068.099609
	Iteration 26Q: 3 clusters Score -2.415065e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 186903 members 
Entering Unmasked Estep 
Score: -24150642.000000 Penalty: 6068.099609
	Iteration 27Q: 3 clusters Score -2.415064e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -24150648.000000 Penalty: 6068.099609
	Iteration 28Q: 3 clusters Score -2.415065e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 187299 members 
Entering Unmasked Estep 
Score: -24150622.000000 Penalty: 6068.099609
	Iteration 29Q: 3 clusters Score -2.415062e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 187477 members 
Entering Unmasked Estep 
Score: -24150640.000000 Penalty: 6068.099609
	Iteration 30Q: 3 clusters Score -2.415064e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 187633 members 
Entering Unmasked Estep 
Score: -24150642.000000 Penalty: 6068.099609
	Iteration 31Q: 3 clusters Score -2.415064e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 187790 members 
Entering Unmasked Estep 
Score: -24150672.000000 Penalty: 6068.099609
	Iteration 32Q: 3 clusters Score -2.415067e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 187932 members 
Entering Unmasked Estep 
Score: -24150678.000000 Penalty: 6068.099609
	Iteration 33Q: 3 clusters Score -2.415068e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 188061 members 
Entering Unmasked Estep 
Score: -24150686.000000 Penalty: 6068.099609
	Iteration 34Q: 3 clusters Score -2.415069e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 188186 members 
Entering Unmasked Estep 
Score: -24150662.000000 Penalty: 6068.099609
	Iteration 35Q: 3 clusters Score -2.415066e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 188293 members 
Entering Unmasked Estep 
Score: -24150622.000000 Penalty: 6068.099609
	Iteration 36Q: 3 clusters Score -2.415062e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 188382 members 
Entering Unmasked Estep 
Score: -24150610.000000 Penalty: 6068.099609
	Iteration 37Q: 3 clusters Score -2.415061e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 188461 members 
Entering Unmasked Estep 
Score: -24150668.000000 Penalty: 6068.099609
	Iteration 38Q: 3 clusters Score -2.415067e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 188545 members 
Entering Unmasked Estep 
Score: -24150670.000000 Penalty: 6068.099609
	Iteration 39Q: 3 clusters Score -2.415067e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 188633 members 
Entering Unmasked Estep 
Score: -24150674.000000 Penalty: 6068.099609
	Iteration 40F: 3 clusters Score -2.415067e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 188720 members 
Entering Unmasked Estep 
Score: -24150660.000000 Penalty: 6068.099609
	Iteration 41Q: 3 clusters Score -2.415066e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 188791 members 
Entering Unmasked Estep 
Score: -24150644.000000 Penalty: 6068.099609
	Iteration 42Q: 3 clusters Score -2.415064e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 188852 members 
Entering Unmasked Estep 
Score: -24150652.000000 Penalty: 6068.099609
	Iteration 43Q: 3 clusters Score -2.415065e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 188899 members 
Entering Unmasked Estep 
Score: -24150656.000000 Penalty: 6068.099609
	Iteration 44Q: 3 clusters Score -2.415066e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 188941 members 
Entering Unmasked Estep 
Score: -24150656.000000 Penalty: 6068.099609
	Iteration 45Q: 3 clusters Score -2.415066e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 188985 members 
Entering Unmasked Estep 
Score: -24150700.000000 Penalty: 6068.099609
	Iteration 46Q: 3 clusters Score -2.41507e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 189033 members 
Entering Unmasked Estep 
Score: -24150690.000000 Penalty: 6068.099609
	Iteration 47Q: 3 clusters Score -2.415069e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 189076 members 
Entering Unmasked Estep 
Score: -24150706.000000 Penalty: 6068.099609
	Iteration 48Q: 3 clusters Score -2.415071e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 189112 members 
Entering Unmasked Estep 
Score: -24150702.000000 Penalty: 6068.099609
	Iteration 49Q: 3 clusters Score -2.41507e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 189143 members 
Entering Unmasked Estep 
Score: -24150710.000000 Penalty: 6068.099609
	Iteration 50Q: 3 clusters Score -2.415071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 189181 members 
Entering Unmasked Estep 
Score: -24150710.000000 Penalty: 6068.099609
	Iteration 51Q: 3 clusters Score -2.415071e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 189217 members 
Entering Unmasked Estep 
Score: -24150720.000000 Penalty: 6068.099609
	Iteration 52Q: 3 clusters Score -2.415072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 189247 members 
Entering Unmasked Estep 
Score: -24150700.000000 Penalty: 6068.099609
	Iteration 53Q: 3 clusters Score -2.41507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 189270 members 
Entering Unmasked Estep 
Score: -24150674.000000 Penalty: 6068.099609
	Iteration 54Q: 3 clusters Score -2.415067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 189282 members 
Entering Unmasked Estep 
Score: -24150680.000000 Penalty: 6068.099609
	Iteration 55Q: 3 clusters Score -2.415068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 189295 members 
Entering Unmasked Estep 
Score: -24150696.000000 Penalty: 6068.099609
	Iteration 56Q: 3 clusters Score -2.41507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 189308 members 
Entering Unmasked Estep 
Score: -24150700.000000 Penalty: 6068.099609
	Iteration 57Q: 3 clusters Score -2.41507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 189321 members 
Entering Unmasked Estep 
Score: -24150694.000000 Penalty: 6068.099609
	Iteration 58Q: 3 clusters Score -2.415069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 189330 members 
Entering Unmasked Estep 
Score: -24150694.000000 Penalty: 6068.099609
	Iteration 59Q: 3 clusters Score -2.415069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 189340 members 
Entering Unmasked Estep 
Score: -24150682.000000 Penalty: 6068.099609
	Iteration 60F: 3 clusters Score -2.415068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 189350 members 
Entering Unmasked Estep 
Score: -24150668.000000 Penalty: 6068.099609
	Iteration 61Q: 3 clusters Score -2.415067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 189357 members 
Entering Unmasked Estep 
Score: -24150686.000000 Penalty: 6068.099609
	Iteration 62Q: 3 clusters Score -2.415069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 189367 members 
Entering Unmasked Estep 
Score: -24150674.000000 Penalty: 6068.099609
	Iteration 63Q: 3 clusters Score -2.415067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 189379 members 
Entering Unmasked Estep 
Score: -24150672.000000 Penalty: 6068.099609
	Iteration 64Q: 3 clusters Score -2.415067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 189388 members 
Entering Unmasked Estep 
Score: -24150662.000000 Penalty: 6068.099609
	Iteration 65Q: 3 clusters Score -2.415066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 189394 members 
Entering Unmasked Estep 
Score: -24150666.000000 Penalty: 6068.099609
	Iteration 66Q: 3 clusters Score -2.415067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 189399 members 
Entering Unmasked Estep 
Score: -24150662.000000 Penalty: 6068.099609
	Iteration 67Q: 3 clusters Score -2.415066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 189406 members 
Entering Unmasked Estep 
Score: -24150668.000000 Penalty: 6068.099609
	Iteration 68Q: 3 clusters Score -2.415067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 189415 members 
Entering Unmasked Estep 
Score: -24150668.000000 Penalty: 6068.099609
	Iteration 69Q: 3 clusters Score -2.415067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 189420 members 
Entering Unmasked Estep 
Score: -24150678.000000 Penalty: 6068.099609
	Iteration 70Q: 3 clusters Score -2.415068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 189424 members 
Entering Unmasked Estep 
Score: -24150694.000000 Penalty: 6068.099609
	Iteration 71Q: 3 clusters Score -2.415069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 189427 members 
Entering Unmasked Estep 
Score: -24150680.000000 Penalty: 6068.099609
	Iteration 72Q: 3 clusters Score -2.415068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 189430 members 
Entering Unmasked Estep 
Score: -24150670.000000 Penalty: 6068.099609
	Iteration 73Q: 3 clusters Score -2.415067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 189434 members 
Entering Unmasked Estep 
Score: -24150674.000000 Penalty: 6068.099609
	Iteration 74Q: 3 clusters Score -2.415067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 189440 members 
Entering Unmasked Estep 
Score: -24150654.000000 Penalty: 6068.099609
	Iteration 75Q: 3 clusters Score -2.415065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 189444 members 
Entering Unmasked Estep 
Score: -24150666.000000 Penalty: 6068.099609
	Iteration 76Q: 3 clusters Score -2.415067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 189447 members 
Entering Unmasked Estep 
Score: -24150660.000000 Penalty: 6068.099609
	Iteration 77Q: 3 clusters Score -2.415066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 189448 members 
Entering Unmasked Estep 
Score: -24150670.000000 Penalty: 6068.099609
	Iteration 78Q: 3 clusters Score -2.415067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 189450 members 
Entering Unmasked Estep 
Score: -24150668.000000 Penalty: 6068.099609
	Iteration 79Q: 3 clusters Score -2.415067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 189453 members 
Entering Unmasked Estep 
Score: -24150670.000000 Penalty: 6068.099609
	Iteration 80F: 3 clusters Score -2.415067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 189455 members 
Entering Unmasked Estep 
Score: -24150674.000000 Penalty: 6068.099609
	Iteration 81Q: 3 clusters Score -2.415067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 189456 members 
Entering Unmasked Estep 
Score: -24150668.000000 Penalty: 6068.099609
	Iteration 82Q: 3 clusters Score -2.415067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 189458 members 
Entering Unmasked Estep 
Score: -24150658.000000 Penalty: 6068.099609
	Iteration 83Q: 3 clusters Score -2.415066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 189458 members 
Entering Unmasked Estep 
Score: -24150658.000000 Penalty: 6068.099609
	Iteration 84F: 3 clusters Score -2.415066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 26326 members 
Mstep: Class 12 contains 74102 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Entering Unmasked Estep 
Score: -133394712.000000 Penalty: 93606.640625
Splitting cluster 10 changes total score from -133335368.000000 to -133394712.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (26326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Entering Unmasked Estep 
Score: -3073355.750000 Penalty: 2524.221436
	Iteration 0F: 2 clusters Score -3073356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3055185.250000 Penalty: 5048.442871
	Iteration 0F: 3 clusters Score -3055185 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3062856.000000 Penalty: 5048.442871
	Iteration 1F: 3 clusters Score -3062856 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3064900.500000 Penalty: 5048.442871
	Iteration 2F: 3 clusters Score -3064900 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3067476.750000 Penalty: 5048.442871
	Iteration 3F: 3 clusters Score -3067477 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3069684.000000 Penalty: 5048.442871
	Iteration 4F: 3 clusters Score -3069684 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3070986.750000 Penalty: 5048.442871
	Iteration 5F: 3 clusters Score -3070987 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3071663.750000 Penalty: 5048.442871
	Iteration 6Q: 3 clusters Score -3071664 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3072040.250000 Penalty: 5048.442871
	Iteration 7Q: 3 clusters Score -3072040 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3072287.750000 Penalty: 5048.442871
	Iteration 8Q: 3 clusters Score -3072288 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3072471.250000 Penalty: 5048.442871
	Iteration 9Q: 3 clusters Score -3072471 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3072655.250000 Penalty: 5048.442871
	Iteration 10Q: 3 clusters Score -3072655 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3072889.750000 Penalty: 5048.442871
	Iteration 11Q: 3 clusters Score -3072890 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3073132.500000 Penalty: 5048.442871
	Iteration 12Q: 3 clusters Score -3073132 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3073465.500000 Penalty: 5048.442871
	Iteration 13Q: 3 clusters Score -3073466 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3073939.500000 Penalty: 5048.442871
	Iteration 14Q: 3 clusters Score -3073940 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3074636.750000 Penalty: 5048.442871
	Iteration 15Q: 3 clusters Score -3074637 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3075548.000000 Penalty: 5048.442871
	Iteration 16Q: 3 clusters Score -3075548 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3076660.500000 Penalty: 5048.442871
	Iteration 17Q: 3 clusters Score -3076660 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3077864.500000 Penalty: 5048.442871
	Iteration 18Q: 3 clusters Score -3077864 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3078767.750000 Penalty: 5048.442871
	Iteration 19Q: 3 clusters Score -3078768 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3079337.250000 Penalty: 5048.442871
	Iteration 20F: 3 clusters Score -3079337 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3079747.750000 Penalty: 5048.442871
	Iteration 21Q: 3 clusters Score -3079748 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3080099.250000 Penalty: 5048.442871
	Iteration 22Q: 3 clusters Score -3080099 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3080503.000000 Penalty: 5048.442871
	Iteration 23Q: 3 clusters Score -3080503 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3080972.500000 Penalty: 5048.442871
	Iteration 24Q: 3 clusters Score -3080972 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3081363.250000 Penalty: 5048.442871
	Iteration 25Q: 3 clusters Score -3081363 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3081597.000000 Penalty: 5048.442871
	Iteration 26Q: 3 clusters Score -3081597 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3081715.000000 Penalty: 5048.442871
	Iteration 27Q: 3 clusters Score -3081715 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3081801.750000 Penalty: 5048.442871
	Iteration 28Q: 3 clusters Score -3081802 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3081853.250000 Penalty: 5048.442871
	Iteration 29Q: 3 clusters Score -3081853 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3081894.750000 Penalty: 5048.442871
	Iteration 30Q: 3 clusters Score -3081895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3081907.500000 Penalty: 5048.442871
	Iteration 31Q: 3 clusters Score -3081908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3081921.750000 Penalty: 5048.442871
	Iteration 32Q: 3 clusters Score -3081922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3081930.500000 Penalty: 5048.442871
	Iteration 33Q: 3 clusters Score -3081930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3081936.250000 Penalty: 5048.442871
	Iteration 34Q: 3 clusters Score -3081936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3081936.000000 Penalty: 5048.442871
	Iteration 35Q: 3 clusters Score -3081936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3081939.500000 Penalty: 5048.442871
	Iteration 36Q: 3 clusters Score -3081940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3081947.500000 Penalty: 5048.442871
	Iteration 37Q: 3 clusters Score -3081948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3081952.000000 Penalty: 5048.442871
	Iteration 38Q: 3 clusters Score -3081952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3081946.000000 Penalty: 5048.442871
	Iteration 39Q: 3 clusters Score -3081946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3081977.000000 Penalty: 5048.442871
	Iteration 40F: 3 clusters Score -3081977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3081982.750000 Penalty: 5048.442871
	Iteration 41Q: 3 clusters Score -3081983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3081985.500000 Penalty: 5048.442871
	Iteration 42Q: 3 clusters Score -3081986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3081992.750000 Penalty: 5048.442871
	Iteration 43Q: 3 clusters Score -3081993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3082000.250000 Penalty: 5048.442871
	Iteration 44Q: 3 clusters Score -3082000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3082008.000000 Penalty: 5048.442871
	Iteration 45Q: 3 clusters Score -3082008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3082006.750000 Penalty: 5048.442871
	Iteration 46Q: 3 clusters Score -3082007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3082001.500000 Penalty: 5048.442871
	Iteration 47Q: 3 clusters Score -3082002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3082000.750000 Penalty: 5048.442871
	Iteration 48Q: 3 clusters Score -3082001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3081998.000000 Penalty: 5048.442871
	Iteration 49Q: 3 clusters Score -3081998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3082003.000000 Penalty: 5048.442871
	Iteration 50Q: 3 clusters Score -3082003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3082000.500000 Penalty: 5048.442871
	Iteration 51Q: 3 clusters Score -3082000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3082000.250000 Penalty: 5048.442871
	Iteration 52Q: 3 clusters Score -3082000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3081998.250000 Penalty: 5048.442871
	Iteration 53Q: 3 clusters Score -3081998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3082003.000000 Penalty: 5048.442871
	Iteration 54Q: 3 clusters Score -3082003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3081999.500000 Penalty: 5048.442871
	Iteration 55Q: 3 clusters Score -3082000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3082006.000000 Penalty: 5048.442871
	Iteration 56Q: 3 clusters Score -3082006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3082005.250000 Penalty: 5048.442871
	Iteration 57Q: 3 clusters Score -3082005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3082006.000000 Penalty: 5048.442871
	Iteration 58Q: 3 clusters Score -3082006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3082006.750000 Penalty: 5048.442871
	Iteration 59Q: 3 clusters Score -3082007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3082010.750000 Penalty: 5048.442871
	Iteration 60F: 3 clusters Score -3082011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3082006.250000 Penalty: 5048.442871
	Iteration 61Q: 3 clusters Score -3082006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3082005.500000 Penalty: 5048.442871
	Iteration 62Q: 3 clusters Score -3082006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3082005.500000 Penalty: 5048.442871
	Iteration 63Q: 3 clusters Score -3082006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3082006.250000 Penalty: 5048.442871
	Iteration 64Q: 3 clusters Score -3082006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3082002.750000 Penalty: 5048.442871
	Iteration 65Q: 3 clusters Score -3082003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3082000.250000 Penalty: 5048.442871
	Iteration 66Q: 3 clusters Score -3082000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3082000.000000 Penalty: 5048.442871
	Iteration 67Q: 3 clusters Score -3082000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3081997.250000 Penalty: 5048.442871
	Iteration 68Q: 3 clusters Score -3081997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3081999.250000 Penalty: 5048.442871
	Iteration 69Q: 3 clusters Score -3081999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3081999.250000 Penalty: 5048.442871
	Iteration 70F: 3 clusters Score -3081999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 74102 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Entering Unmasked Estep 
Score: -133402616.000000 Penalty: 97073.554688
Splitting cluster 11 changes total score from -133335368.000000 to -133402616.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (74102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Entering Unmasked Estep 
Score: -8614305.000000 Penalty: 2780.873047
	Iteration 0F: 2 clusters Score -8614305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -8564886.000000 Penalty: 5561.746094
	Iteration 0F: 3 clusters Score -8564886 nChanged 34607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -8586090.000000 Penalty: 5561.746094
	Iteration 1F: 3 clusters Score -8586090 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -8588322.000000 Penalty: 5561.746094
	Iteration 2F: 3 clusters Score -8588322 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -8591228.000000 Penalty: 5561.746094
	Iteration 3F: 3 clusters Score -8591228 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -8594995.000000 Penalty: 5561.746094
	Iteration 4F: 3 clusters Score -8594995 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -8599326.000000 Penalty: 5561.746094
	Iteration 5F: 3 clusters Score -8599326 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -8603344.000000 Penalty: 5561.746094
	Iteration 6F: 3 clusters Score -8603344 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -8607028.000000 Penalty: 5561.746094
	Iteration 7F: 3 clusters Score -8607028 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -8610547.000000 Penalty: 5561.746094
	Iteration 8F: 3 clusters Score -8610547 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -8613328.000000 Penalty: 5561.746094
	Iteration 9Q: 3 clusters Score -8613328 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -8614975.000000 Penalty: 5561.746094
	Iteration 10Q: 3 clusters Score -8614975 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -8616010.000000 Penalty: 5561.746094
	Iteration 11Q: 3 clusters Score -8616010 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -8616830.000000 Penalty: 5561.746094
	Iteration 12Q: 3 clusters Score -8616830 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -8617531.000000 Penalty: 5561.746094
	Iteration 13Q: 3 clusters Score -8617531 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -8618161.000000 Penalty: 5561.746094
	Iteration 14Q: 3 clusters Score -8618161 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -8618818.000000 Penalty: 5561.746094
	Iteration 15Q: 3 clusters Score -8618818 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -8619421.000000 Penalty: 5561.746094
	Iteration 16Q: 3 clusters Score -8619421 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8620130.000000 Penalty: 5561.746094
	Iteration 17Q: 3 clusters Score -8620130 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -8620821.000000 Penalty: 5561.746094
	Iteration 18Q: 3 clusters Score -8620821 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -8621713.000000 Penalty: 5561.746094
	Iteration 19Q: 3 clusters Score -8621713 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -8622941.000000 Penalty: 5561.746094
	Iteration 20F: 3 clusters Score -8622941 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -8624932.000000 Penalty: 5561.746094
	Iteration 21Q: 3 clusters Score -8624932 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -8628106.000000 Penalty: 5561.746094
	Iteration 22Q: 3 clusters Score -8628106 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -8631775.000000 Penalty: 5561.746094
	Iteration 23Q: 3 clusters Score -8631775 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -8632789.000000 Penalty: 5561.746094
	Iteration 24Q: 3 clusters Score -8632789 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -8632976.000000 Penalty: 5561.746094
	Iteration 25Q: 3 clusters Score -8632976 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -8632996.000000 Penalty: 5561.746094
	Iteration 26Q: 3 clusters Score -8632996 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -8633028.000000 Penalty: 5561.746094
	Iteration 27Q: 3 clusters Score -8633028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -8633054.000000 Penalty: 5561.746094
	Iteration 28Q: 3 clusters Score -8633054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -8633050.000000 Penalty: 5561.746094
	Iteration 29Q: 3 clusters Score -8633050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -8633056.000000 Penalty: 5561.746094
	Iteration 30Q: 3 clusters Score -8633056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -8633065.000000 Penalty: 5561.746094
	Iteration 31Q: 3 clusters Score -8633065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -8633056.000000 Penalty: 5561.746094
	Iteration 32Q: 3 clusters Score -8633056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -8633065.000000 Penalty: 5561.746094
	Iteration 33Q: 3 clusters Score -8633065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -8633065.000000 Penalty: 5561.746094
	Iteration 34Q: 3 clusters Score -8633065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -8633071.000000 Penalty: 5561.746094
	Iteration 35Q: 3 clusters Score -8633071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -8633067.000000 Penalty: 5561.746094
	Iteration 36Q: 3 clusters Score -8633067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -8633081.000000 Penalty: 5561.746094
	Iteration 37Q: 3 clusters Score -8633081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -8633081.000000 Penalty: 5561.746094
	Iteration 38Q: 3 clusters Score -8633081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -8633091.000000 Penalty: 5561.746094
	Iteration 39Q: 3 clusters Score -8633091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -8633095.000000 Penalty: 5561.746094
	Iteration 40F: 3 clusters Score -8633095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -8633086.000000 Penalty: 5561.746094
	Iteration 41Q: 3 clusters Score -8633086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -8633080.000000 Penalty: 5561.746094
	Iteration 42Q: 3 clusters Score -8633080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -8633078.000000 Penalty: 5561.746094
	Iteration 43Q: 3 clusters Score -8633078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -8633071.000000 Penalty: 5561.746094
	Iteration 44Q: 3 clusters Score -8633071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -8633069.000000 Penalty: 5561.746094
	Iteration 45Q: 3 clusters Score -8633069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -8633073.000000 Penalty: 5561.746094
	Iteration 46Q: 3 clusters Score -8633073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -8633073.000000 Penalty: 5561.746094
	Iteration 47F: 3 clusters Score -8633073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 55688 members 
Entering Unmasked Estep 
Score: -133421112.000000 Penalty: 100540.468750
Splitting cluster 12 changes total score from -133335368.000000 to -133421112.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (16368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Entering Unmasked Estep 
Score: -2210783.250000 Penalty: 2406.364502
	Iteration 0F: 2 clusters Score -2210783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2199737.500000 Penalty: 4812.729004
	Iteration 0F: 3 clusters Score -2199738 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2216052.250000 Penalty: 4812.729004
	Iteration 1F: 3 clusters Score -2216052 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2228659.000000 Penalty: 4812.729004
	Iteration 2F: 3 clusters Score -2228659 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2233129.750000 Penalty: 4812.729004
	Iteration 3F: 3 clusters Score -2233130 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2234332.750000 Penalty: 4812.729004
	Iteration 4Q: 3 clusters Score -2234333 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2234535.750000 Penalty: 4812.729004
	Iteration 5Q: 3 clusters Score -2234536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2234589.750000 Penalty: 4812.729004
	Iteration 6Q: 3 clusters Score -2234590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2234579.500000 Penalty: 4812.729004
	Iteration 7Q: 3 clusters Score -2234580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2234598.500000 Penalty: 4812.729004
	Iteration 8Q: 3 clusters Score -2234598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2234587.750000 Penalty: 4812.729004
	Iteration 9Q: 3 clusters Score -2234588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2234584.750000 Penalty: 4812.729004
	Iteration 10Q: 3 clusters Score -2234585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2234601.750000 Penalty: 4812.729004
	Iteration 11Q: 3 clusters Score -2234602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2234597.000000 Penalty: 4812.729004
	Iteration 12Q: 3 clusters Score -2234597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2234608.000000 Penalty: 4812.729004
	Iteration 13Q: 3 clusters Score -2234608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2234597.750000 Penalty: 4812.729004
	Iteration 14Q: 3 clusters Score -2234598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2234599.250000 Penalty: 4812.729004
	Iteration 15Q: 3 clusters Score -2234599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2234604.750000 Penalty: 4812.729004
	Iteration 16Q: 3 clusters Score -2234605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2234598.000000 Penalty: 4812.729004
	Iteration 17Q: 3 clusters Score -2234598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2234608.000000 Penalty: 4812.729004
	Iteration 18Q: 3 clusters Score -2234608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2234608.000000 Penalty: 4812.729004
	Iteration 19F: 3 clusters Score -2234608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 55688 members 
Mstep: Class 30 contains 12481 members 
Entering Unmasked Estep 
Score: -133443648.000000 Penalty: 104007.382812
Splitting cluster 13 changes total score from -133335368.000000 to -133443648.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -73653.867188 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -73653.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72330.937500 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -72330.94 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73584.289062 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -73584.29 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74495.804688 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -74495.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75855.484375 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -75855.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77375.453125 Penalty: 3294.673340
	Iteration 4F: 3 clusters Score -77375.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78723.117188 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -78723.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79268.929688 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -79268.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79464.812500 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -79464.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79548.953125 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -79548.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79566.515625 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -79566.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79567.898438 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -79567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79581.906250 Penalty: 3294.673340
	Iteration 11F: 3 clusters Score -79581.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79676.367188 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -79676.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79770.570312 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -79770.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79784.054688 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -79784.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79786.093750 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -79786.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79786.093750 Penalty: 3294.673340
	Iteration 16F: 3 clusters Score -79786.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 55688 members 
Mstep: Class 30 contains 12481 members 
Mstep: Class 31 contains 362 members 
Entering Unmasked Estep 
Score: -133448360.000000 Penalty: 107474.289062
Splitting cluster 14 changes total score from -133335368.000000 to -133448360.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -98824.875000 Penalty: 1769.650513
	Iteration 0F: 2 clusters Score -98824.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -97251.718750 Penalty: 3539.301025
	Iteration 0F: 3 clusters Score -97251.72 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99298.187500 Penalty: 3539.301025
	Iteration 1F: 3 clusters Score -99298.19 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101611.718750 Penalty: 3539.301025
	Iteration 2F: 3 clusters Score -101611.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103169.585938 Penalty: 3539.301025
	Iteration 3F: 3 clusters Score -103169.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -104204.867188 Penalty: 3539.301025
	Iteration 4F: 3 clusters Score -104204.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104491.367188 Penalty: 3539.301025
	Iteration 5Q: 3 clusters Score -104491.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -104555.648438 Penalty: 3539.301025
	Iteration 6Q: 3 clusters Score -104555.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104575.382812 Penalty: 3539.301025
	Iteration 7Q: 3 clusters Score -104575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104581.039062 Penalty: 3539.301025
	Iteration 8Q: 3 clusters Score -104581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104585.328125 Penalty: 3539.301025
	Iteration 9Q: 3 clusters Score -104585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104586.679688 Penalty: 3539.301025
	Iteration 10F: 3 clusters Score -104586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104592.734375 Penalty: 3539.301025
	Iteration 11Q: 3 clusters Score -104592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104601.078125 Penalty: 3539.301025
	Iteration 12Q: 3 clusters Score -104601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104608.039062 Penalty: 3539.301025
	Iteration 13Q: 3 clusters Score -104608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104609.992188 Penalty: 3539.301025
	Iteration 14Q: 3 clusters Score -104610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104612.773438 Penalty: 3539.301025
	Iteration 15Q: 3 clusters Score -104612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104612.773438 Penalty: 3539.301025
	Iteration 16F: 3 clusters Score -104612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 791 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 23269 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 55688 members 
Mstep: Class 30 contains 12481 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 465 members 
Entering Unmasked Estep 
Score: -133452584.000000 Penalty: 110941.203125
Splitting cluster 16 changes total score from -133335368.000000 to -133452584.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (184018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184018 members 
Entering Unmasked Estep 
Score: -21660884.000000 Penalty: 3006.451416
	Iteration 0F: 2 clusters Score -2.166088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -21539520.000000 Penalty: 6012.902832
	Iteration 0F: 3 clusters Score -2.153952e+07 nChanged 88325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98622 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -21592606.000000 Penalty: 6012.902832
	Iteration 1F: 3 clusters Score -2.159261e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -21596634.000000 Penalty: 6012.902832
	Iteration 2Q: 3 clusters Score -2.159663e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109919 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -21603842.000000 Penalty: 6012.902832
	Iteration 3F: 3 clusters Score -2.160384e+07 nChanged 14120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118745 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -21613444.000000 Penalty: 6012.902832
	Iteration 4F: 3 clusters Score -2.161344e+07 nChanged 14514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127987 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -21623204.000000 Penalty: 6012.902832
	Iteration 5F: 3 clusters Score -2.16232e+07 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -21631412.000000 Penalty: 6012.902832
	Iteration 6F: 3 clusters Score -2.163141e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143863 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -21636858.000000 Penalty: 6012.902832
	Iteration 7F: 3 clusters Score -2.163686e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -21640564.000000 Penalty: 6012.902832
	Iteration 8Q: 3 clusters Score -2.164056e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -21643958.000000 Penalty: 6012.902832
	Iteration 9Q: 3 clusters Score -2.164396e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161775 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -21646834.000000 Penalty: 6012.902832
	Iteration 10Q: 3 clusters Score -2.164683e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166882 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -21649568.000000 Penalty: 6012.902832
	Iteration 11Q: 3 clusters Score -2.164957e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -21651914.000000 Penalty: 6012.902832
	Iteration 12Q: 3 clusters Score -2.165191e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174860 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -21654026.000000 Penalty: 6012.902832
	Iteration 13Q: 3 clusters Score -2.165403e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177636 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -21655500.000000 Penalty: 6012.902832
	Iteration 14Q: 3 clusters Score -2.16555e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179611 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -21656692.000000 Penalty: 6012.902832
	Iteration 15Q: 3 clusters Score -2.165669e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180904 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -21657464.000000 Penalty: 6012.902832
	Iteration 16Q: 3 clusters Score -2.165746e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181670 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -21657820.000000 Penalty: 6012.902832
	Iteration 17Q: 3 clusters Score -2.165782e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182138 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -21658108.000000 Penalty: 6012.902832
	Iteration 18Q: 3 clusters Score -2.165811e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182432 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -21658320.000000 Penalty: 6012.902832
	Iteration 19Q: 3 clusters Score -2.165832e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182614 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -21658414.000000 Penalty: 6012.902832
	Iteration 20F: 3 clusters Score -2.165841e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182739 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21658498.000000 Penalty: 6012.902832
	Iteration 21Q: 3 clusters Score -2.16585e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182807 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -21658528.000000 Penalty: 6012.902832
	Iteration 22Q: 3 clusters Score -2.165853e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182866 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21658560.000000 Penalty: 6012.902832
	Iteration 23Q: 3 clusters Score -2.165856e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182909 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21658614.000000 Penalty: 6012.902832
	Iteration 24Q: 3 clusters Score -2.165861e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182934 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -21658638.000000 Penalty: 6012.902832
	Iteration 25Q: 3 clusters Score -2.165864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -21658692.000000 Penalty: 6012.902832
	Iteration 26Q: 3 clusters Score -2.165869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182959 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21658698.000000 Penalty: 6012.902832
	Iteration 27Q: 3 clusters Score -2.16587e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182978 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -21658696.000000 Penalty: 6012.902832
	Iteration 28Q: 3 clusters Score -2.16587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182992 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -21658684.000000 Penalty: 6012.902832
	Iteration 29Q: 3 clusters Score -2.165868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183001 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -21658700.000000 Penalty: 6012.902832
	Iteration 30Q: 3 clusters Score -2.16587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183010 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -21658718.000000 Penalty: 6012.902832
	Iteration 31Q: 3 clusters Score -2.165872e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183011 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -21658726.000000 Penalty: 6012.902832
	Iteration 32Q: 3 clusters Score -2.165873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183019 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -21658742.000000 Penalty: 6012.902832
	Iteration 33Q: 3 clusters Score -2.165874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183021 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21658756.000000 Penalty: 6012.902832
	Iteration 34Q: 3 clusters Score -2.165876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183024 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21658754.000000 Penalty: 6012.902832
	Iteration 35Q: 3 clusters Score -2.165875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183030 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21658776.000000 Penalty: 6012.902832
	Iteration 36Q: 3 clusters Score -2.165878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183031 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21658770.000000 Penalty: 6012.902832
	Iteration 37Q: 3 clusters Score -2.165877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183032 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21658764.000000 Penalty: 6012.902832
	Iteration 38Q: 3 clusters Score -2.165876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183030 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21658772.000000 Penalty: 6012.902832
	Iteration 39Q: 3 clusters Score -2.165877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183030 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21658792.000000 Penalty: 6012.902832
	Iteration 40F: 3 clusters Score -2.165879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183033 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21658798.000000 Penalty: 6012.902832
	Iteration 41Q: 3 clusters Score -2.16588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183035 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21658790.000000 Penalty: 6012.902832
	Iteration 42Q: 3 clusters Score -2.165879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183034 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -21658778.000000 Penalty: 6012.902832
	Iteration 43Q: 3 clusters Score -2.165878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183033 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21658782.000000 Penalty: 6012.902832
	Iteration 44Q: 3 clusters Score -2.165878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183035 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21658782.000000 Penalty: 6012.902832
	Iteration 45Q: 3 clusters Score -2.165878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183036 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -21658786.000000 Penalty: 6012.902832
	Iteration 46Q: 3 clusters Score -2.165879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21658786.000000 Penalty: 6012.902832
	Iteration 47Q: 3 clusters Score -2.165879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183039 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -21658790.000000 Penalty: 6012.902832
	Iteration 48Q: 3 clusters Score -2.165879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183042 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -21658798.000000 Penalty: 6012.902832
	Iteration 49Q: 3 clusters Score -2.16588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183044 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21658828.000000 Penalty: 6012.902832
	Iteration 50Q: 3 clusters Score -2.165883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183049 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21658828.000000 Penalty: 6012.902832
	Iteration 51Q: 3 clusters Score -2.165883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183050 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21658814.000000 Penalty: 6012.902832
	Iteration 52Q: 3 clusters Score -2.165881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183050 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21658804.000000 Penalty: 6012.902832
	Iteration 53Q: 3 clusters Score -2.16588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183049 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21658808.000000 Penalty: 6012.902832
	Iteration 54Q: 3 clusters Score -2.165881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183046 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21658808.000000 Penalty: 6012.902832
	Iteration 55Q: 3 clusters Score -2.165881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183049 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21658816.000000 Penalty: 6012.902832
	Iteration 56Q: 3 clusters Score -2.165882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183050 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21658818.000000 Penalty: 6012.902832
	Iteration 57Q: 3 clusters Score -2.165882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183052 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21658824.000000 Penalty: 6012.902832
	Iteration 58Q: 3 clusters Score -2.165882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -21658824.000000 Penalty: 6012.902832
	Iteration 59Q: 3 clusters Score -2.165882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -21658824.000000 Penalty: 6012.902832
	Iteration 60F: 3 clusters Score -2.165882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183052 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21658822.000000 Penalty: 6012.902832
	Iteration 61Q: 3 clusters Score -2.165882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183052 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21658822.000000 Penalty: 6012.902832
	Iteration 62F: 3 clusters Score -2.165882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Entering Unmasked Estep 
Score: -2330403.750000 Penalty: 2493.609619
	Iteration 0F: 2 clusters Score -2330404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2314379.250000 Penalty: 4987.219238
	Iteration 0F: 3 clusters Score -2314379 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2322347.750000 Penalty: 4987.219238
	Iteration 1F: 3 clusters Score -2322348 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2326063.500000 Penalty: 4987.219238
	Iteration 2F: 3 clusters Score -2326064 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2329300.000000 Penalty: 4987.219238
	Iteration 3F: 3 clusters Score -2329300 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2331600.500000 Penalty: 4987.219238
	Iteration 4F: 3 clusters Score -2331600 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2333061.500000 Penalty: 4987.219238
	Iteration 5F: 3 clusters Score -2333062 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2333885.750000 Penalty: 4987.219238
	Iteration 6F: 3 clusters Score -2333886 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2334311.000000 Penalty: 4987.219238
	Iteration 7Q: 3 clusters Score -2334311 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2334578.750000 Penalty: 4987.219238
	Iteration 8Q: 3 clusters Score -2334579 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2334795.750000 Penalty: 4987.219238
	Iteration 9Q: 3 clusters Score -2334796 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2335018.750000 Penalty: 4987.219238
	Iteration 10Q: 3 clusters Score -2335019 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2335277.000000 Penalty: 4987.219238
	Iteration 11Q: 3 clusters Score -2335277 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2335478.500000 Penalty: 4987.219238
	Iteration 12Q: 3 clusters Score -2335478 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2335688.500000 Penalty: 4987.219238
	Iteration 13Q: 3 clusters Score -2335688 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2335868.750000 Penalty: 4987.219238
	Iteration 14Q: 3 clusters Score -2335869 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2335986.500000 Penalty: 4987.219238
	Iteration 15Q: 3 clusters Score -2335986 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2336052.500000 Penalty: 4987.219238
	Iteration 16Q: 3 clusters Score -2336052 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2336086.750000 Penalty: 4987.219238
	Iteration 17Q: 3 clusters Score -2336087 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2336108.750000 Penalty: 4987.219238
	Iteration 18Q: 3 clusters Score -2336109 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2336125.000000 Penalty: 4987.219238
	Iteration 19Q: 3 clusters Score -2336125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2336136.500000 Penalty: 4987.219238
	Iteration 20F: 3 clusters Score -2336136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2336144.750000 Penalty: 4987.219238
	Iteration 21Q: 3 clusters Score -2336145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2336152.750000 Penalty: 4987.219238
	Iteration 22Q: 3 clusters Score -2336153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2336163.000000 Penalty: 4987.219238
	Iteration 23Q: 3 clusters Score -2336163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2336164.750000 Penalty: 4987.219238
	Iteration 24Q: 3 clusters Score -2336165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2336167.750000 Penalty: 4987.219238
	Iteration 25Q: 3 clusters Score -2336168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2336167.750000 Penalty: 4987.219238
	Iteration 26Q: 3 clusters Score -2336168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2336163.000000 Penalty: 4987.219238
	Iteration 27Q: 3 clusters Score -2336163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2336167.500000 Penalty: 4987.219238
	Iteration 28Q: 3 clusters Score -2336168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2336165.750000 Penalty: 4987.219238
	Iteration 29Q: 3 clusters Score -2336166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2336166.250000 Penalty: 4987.219238
	Iteration 30Q: 3 clusters Score -2336166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2336173.500000 Penalty: 4987.219238
	Iteration 31Q: 3 clusters Score -2336174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2336176.750000 Penalty: 4987.219238
	Iteration 32Q: 3 clusters Score -2336177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2336176.250000 Penalty: 4987.219238
	Iteration 33Q: 3 clusters Score -2336176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2336183.000000 Penalty: 4987.219238
	Iteration 34Q: 3 clusters Score -2336183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2336183.750000 Penalty: 4987.219238
	Iteration 35Q: 3 clusters Score -2336184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2336188.750000 Penalty: 4987.219238
	Iteration 36Q: 3 clusters Score -2336189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2336192.000000 Penalty: 4987.219238
	Iteration 37Q: 3 clusters Score -2336192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2336191.750000 Penalty: 4987.219238
	Iteration 38Q: 3 clusters Score -2336192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2336190.250000 Penalty: 4987.219238
	Iteration 39Q: 3 clusters Score -2336190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2336190.250000 Penalty: 4987.219238
	Iteration 40F: 3 clusters Score -2336190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2336191.500000 Penalty: 4987.219238
	Iteration 41Q: 3 clusters Score -2336192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2336192.000000 Penalty: 4987.219238
	Iteration 42Q: 3 clusters Score -2336192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2336197.500000 Penalty: 4987.219238
	Iteration 43Q: 3 clusters Score -2336198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2336198.750000 Penalty: 4987.219238
	Iteration 44Q: 3 clusters Score -2336199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2336203.000000 Penalty: 4987.219238
	Iteration 45Q: 3 clusters Score -2336203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2336196.500000 Penalty: 4987.219238
	Iteration 46Q: 3 clusters Score -2336196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2336193.000000 Penalty: 4987.219238
	Iteration 47Q: 3 clusters Score -2336193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2336195.500000 Penalty: 4987.219238
	Iteration 48Q: 3 clusters Score -2336196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2336198.500000 Penalty: 4987.219238
	Iteration 49Q: 3 clusters Score -2336198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2336204.500000 Penalty: 4987.219238
	Iteration 50Q: 3 clusters Score -2336204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2336201.750000 Penalty: 4987.219238
	Iteration 51Q: 3 clusters Score -2336202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2336206.250000 Penalty: 4987.219238
	Iteration 52Q: 3 clusters Score -2336206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2336208.250000 Penalty: 4987.219238
	Iteration 53Q: 3 clusters Score -2336208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2336209.750000 Penalty: 4987.219238
	Iteration 54Q: 3 clusters Score -2336210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2336204.750000 Penalty: 4987.219238
	Iteration 55Q: 3 clusters Score -2336205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2336206.500000 Penalty: 4987.219238
	Iteration 56Q: 3 clusters Score -2336206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2336210.250000 Penalty: 4987.219238
	Iteration 57Q: 3 clusters Score -2336210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2336211.250000 Penalty: 4987.219238
	Iteration 58Q: 3 clusters Score -2336211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2336212.250000 Penalty: 4987.219238
	Iteration 59Q: 3 clusters Score -2336212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2336213.500000 Penalty: 4987.219238
	Iteration 60F: 3 clusters Score -2336214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2336217.250000 Penalty: 4987.219238
	Iteration 61Q: 3 clusters Score -2336217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2336218.750000 Penalty: 4987.219238
	Iteration 62Q: 3 clusters Score -2336219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2336217.500000 Penalty: 4987.219238
	Iteration 63Q: 3 clusters Score -2336218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2336217.500000 Penalty: 4987.219238
	Iteration 64Q: 3 clusters Score -2336218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2336213.500000 Penalty: 4987.219238
	Iteration 65Q: 3 clusters Score -2336214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2336218.000000 Penalty: 4987.219238
	Iteration 66Q: 3 clusters Score -2336218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2336217.250000 Penalty: 4987.219238
	Iteration 67Q: 3 clusters Score -2336217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2336217.750000 Penalty: 4987.219238
	Iteration 68Q: 3 clusters Score -2336218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2336221.250000 Penalty: 4987.219238
	Iteration 69Q: 3 clusters Score -2336221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2336220.500000 Penalty: 4987.219238
	Iteration 70Q: 3 clusters Score -2336220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2336216.750000 Penalty: 4987.219238
	Iteration 71Q: 3 clusters Score -2336217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2336218.000000 Penalty: 4987.219238
	Iteration 72Q: 3 clusters Score -2336218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2336215.250000 Penalty: 4987.219238
	Iteration 73Q: 3 clusters Score -2336215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2336216.750000 Penalty: 4987.219238
	Iteration 74Q: 3 clusters Score -2336217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2336218.250000 Penalty: 4987.219238
	Iteration 75Q: 3 clusters Score -2336218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2336222.500000 Penalty: 4987.219238
	Iteration 76Q: 3 clusters Score -2336222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2336221.500000 Penalty: 4987.219238
	Iteration 77Q: 3 clusters Score -2336222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2336222.750000 Penalty: 4987.219238
	Iteration 78Q: 3 clusters Score -2336223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2336224.750000 Penalty: 4987.219238
	Iteration 79Q: 3 clusters Score -2336225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2336218.750000 Penalty: 4987.219238
	Iteration 80F: 3 clusters Score -2336219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2336215.750000 Penalty: 4987.219238
	Iteration 81Q: 3 clusters Score -2336216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2336214.750000 Penalty: 4987.219238
	Iteration 82Q: 3 clusters Score -2336215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2336212.500000 Penalty: 4987.219238
	Iteration 83Q: 3 clusters Score -2336212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2336213.750000 Penalty: 4987.219238
	Iteration 84Q: 3 clusters Score -2336214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2336217.000000 Penalty: 4987.219238
	Iteration 85Q: 3 clusters Score -2336217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2336216.500000 Penalty: 4987.219238
	Iteration 86Q: 3 clusters Score -2336216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2336221.500000 Penalty: 4987.219238
	Iteration 87Q: 3 clusters Score -2336222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2336220.000000 Penalty: 4987.219238
	Iteration 88Q: 3 clusters Score -2336220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2336214.750000 Penalty: 4987.219238
	Iteration 89Q: 3 clusters Score -2336215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2336215.750000 Penalty: 4987.219238
	Iteration 90Q: 3 clusters Score -2336216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2336216.250000 Penalty: 4987.219238
	Iteration 91Q: 3 clusters Score -2336216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2336217.750000 Penalty: 4987.219238
	Iteration 92Q: 3 clusters Score -2336218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2336216.250000 Penalty: 4987.219238
	Iteration 93Q: 3 clusters Score -2336216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2336219.250000 Penalty: 4987.219238
	Iteration 94Q: 3 clusters Score -2336219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2336220.250000 Penalty: 4987.219238
	Iteration 95Q: 3 clusters Score -2336220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2336216.000000 Penalty: 4987.219238
	Iteration 96Q: 3 clusters Score -2336216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2336215.750000 Penalty: 4987.219238
	Iteration 97Q: 3 clusters Score -2336216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2336215.750000 Penalty: 4987.219238
	Iteration 98F: 3 clusters Score -2336216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 791 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 15402 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 55688 members 
Mstep: Class 30 contains 12481 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 7867 members 
Entering Unmasked Estep 
Score: -133457760.000000 Penalty: 114408.117188
Splitting cluster 18 changes total score from -133335368.000000 to -133457760.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (75738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75738 members 
Entering Unmasked Estep 
Score: -8998775.000000 Penalty: 2786.288574
	Iteration 0F: 2 clusters Score -8998775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -8948180.000000 Penalty: 5572.577148
	Iteration 0F: 3 clusters Score -8948180 nChanged 35492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -8968142.000000 Penalty: 5572.577148
	Iteration 1F: 3 clusters Score -8968142 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -8969432.000000 Penalty: 5572.577148
	Iteration 2Q: 3 clusters Score -8969432 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -8972116.000000 Penalty: 5572.577148
	Iteration 3F: 3 clusters Score -8972116 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -8976873.000000 Penalty: 5572.577148
	Iteration 4F: 3 clusters Score -8976873 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -8984013.000000 Penalty: 5572.577148
	Iteration 5F: 3 clusters Score -8984013 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -8990227.000000 Penalty: 5572.577148
	Iteration 6F: 3 clusters Score -8990227 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -8993779.000000 Penalty: 5572.577148
	Iteration 7F: 3 clusters Score -8993779 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -8995786.000000 Penalty: 5572.577148
	Iteration 8Q: 3 clusters Score -8995786 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -8997781.000000 Penalty: 5572.577148
	Iteration 9Q: 3 clusters Score -8997781 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -9000343.000000 Penalty: 5572.577148
	Iteration 10Q: 3 clusters Score -9000343 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -9002135.000000 Penalty: 5572.577148
	Iteration 11Q: 3 clusters Score -9002135 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -9002826.000000 Penalty: 5572.577148
	Iteration 12Q: 3 clusters Score -9002826 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -9003133.000000 Penalty: 5572.577148
	Iteration 13Q: 3 clusters Score -9003133 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -9003283.000000 Penalty: 5572.577148
	Iteration 14Q: 3 clusters Score -9003283 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -9003348.000000 Penalty: 5572.577148
	Iteration 15Q: 3 clusters Score -9003348 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -9003389.000000 Penalty: 5572.577148
	Iteration 16Q: 3 clusters Score -9003389 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -9003408.000000 Penalty: 5572.577148
	Iteration 17Q: 3 clusters Score -9003408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -9003462.000000 Penalty: 5572.577148
	Iteration 18Q: 3 clusters Score -9003462 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -9003488.000000 Penalty: 5572.577148
	Iteration 19Q: 3 clusters Score -9003488 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -9003520.000000 Penalty: 5572.577148
	Iteration 20F: 3 clusters Score -9003520 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -9003531.000000 Penalty: 5572.577148
	Iteration 21Q: 3 clusters Score -9003531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -9003566.000000 Penalty: 5572.577148
	Iteration 22Q: 3 clusters Score -9003566 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -9003584.000000 Penalty: 5572.577148
	Iteration 23Q: 3 clusters Score -9003584 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -9003593.000000 Penalty: 5572.577148
	Iteration 24Q: 3 clusters Score -9003593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -9003574.000000 Penalty: 5572.577148
	Iteration 25Q: 3 clusters Score -9003574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -9003575.000000 Penalty: 5572.577148
	Iteration 26Q: 3 clusters Score -9003575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -9003572.000000 Penalty: 5572.577148
	Iteration 27Q: 3 clusters Score -9003572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -9003572.000000 Penalty: 5572.577148
	Iteration 28Q: 3 clusters Score -9003572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -9003564.000000 Penalty: 5572.577148
	Iteration 29Q: 3 clusters Score -9003564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -9003570.000000 Penalty: 5572.577148
	Iteration 30Q: 3 clusters Score -9003570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -9003565.000000 Penalty: 5572.577148
	Iteration 31Q: 3 clusters Score -9003565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -9003556.000000 Penalty: 5572.577148
	Iteration 32Q: 3 clusters Score -9003556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -9003574.000000 Penalty: 5572.577148
	Iteration 33Q: 3 clusters Score -9003574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -9003572.000000 Penalty: 5572.577148
	Iteration 34Q: 3 clusters Score -9003572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -9003569.000000 Penalty: 5572.577148
	Iteration 35Q: 3 clusters Score -9003569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -9003570.000000 Penalty: 5572.577148
	Iteration 36Q: 3 clusters Score -9003570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -9003578.000000 Penalty: 5572.577148
	Iteration 37Q: 3 clusters Score -9003578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -9003578.000000 Penalty: 5572.577148
	Iteration 38F: 3 clusters Score -9003578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 791 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 15402 members 
Mstep: Class 19 contains 53166 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 55688 members 
Mstep: Class 30 contains 12481 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 7867 members 
Mstep: Class 34 contains 22572 members 
Entering Unmasked Estep 
Score: -133461392.000000 Penalty: 117875.031250
Splitting cluster 19 changes total score from -133335368.000000 to -133461392.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (26055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Entering Unmasked Estep 
Score: -2934314.500000 Penalty: 2521.655273
	Iteration 0F: 2 clusters Score -2934314 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 12976 members 
Entering Unmasked Estep 
Score: -2916318.500000 Penalty: 5043.310547
	Iteration 0F: 3 clusters Score -2916318 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2923789.250000 Penalty: 5043.310547
	Iteration 1F: 3 clusters Score -2923789 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2926541.250000 Penalty: 5043.310547
	Iteration 2F: 3 clusters Score -2926541 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2929980.500000 Penalty: 5043.310547
	Iteration 3F: 3 clusters Score -2929980 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2932814.500000 Penalty: 5043.310547
	Iteration 4F: 3 clusters Score -2932814 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2935006.000000 Penalty: 5043.310547
	Iteration 5F: 3 clusters Score -2935006 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2936571.250000 Penalty: 5043.310547
	Iteration 6F: 3 clusters Score -2936571 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2937804.000000 Penalty: 5043.310547
	Iteration 7Q: 3 clusters Score -2937804 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2938510.250000 Penalty: 5043.310547
	Iteration 8Q: 3 clusters Score -2938510 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2938861.000000 Penalty: 5043.310547
	Iteration 9Q: 3 clusters Score -2938861 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2939138.750000 Penalty: 5043.310547
	Iteration 10Q: 3 clusters Score -2939139 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2939393.500000 Penalty: 5043.310547
	Iteration 11Q: 3 clusters Score -2939394 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2939663.000000 Penalty: 5043.310547
	Iteration 12Q: 3 clusters Score -2939663 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2939973.000000 Penalty: 5043.310547
	Iteration 13Q: 3 clusters Score -2939973 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2940352.000000 Penalty: 5043.310547
	Iteration 14Q: 3 clusters Score -2940352 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2940726.500000 Penalty: 5043.310547
	Iteration 15Q: 3 clusters Score -2940726 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2941041.250000 Penalty: 5043.310547
	Iteration 16Q: 3 clusters Score -2941041 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2941328.000000 Penalty: 5043.310547
	Iteration 17Q: 3 clusters Score -2941328 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2941527.750000 Penalty: 5043.310547
	Iteration 18Q: 3 clusters Score -2941528 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2941678.250000 Penalty: 5043.310547
	Iteration 19Q: 3 clusters Score -2941678 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2941751.250000 Penalty: 5043.310547
	Iteration 20F: 3 clusters Score -2941751 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2941803.750000 Penalty: 5043.310547
	Iteration 21Q: 3 clusters Score -2941804 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2941842.000000 Penalty: 5043.310547
	Iteration 22Q: 3 clusters Score -2941842 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2941869.750000 Penalty: 5043.310547
	Iteration 23Q: 3 clusters Score -2941870 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2941892.250000 Penalty: 5043.310547
	Iteration 24Q: 3 clusters Score -2941892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2941904.000000 Penalty: 5043.310547
	Iteration 25Q: 3 clusters Score -2941904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2941915.500000 Penalty: 5043.310547
	Iteration 26Q: 3 clusters Score -2941916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2941914.750000 Penalty: 5043.310547
	Iteration 27Q: 3 clusters Score -2941915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2941918.500000 Penalty: 5043.310547
	Iteration 28Q: 3 clusters Score -2941918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2941925.000000 Penalty: 5043.310547
	Iteration 29Q: 3 clusters Score -2941925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2941927.000000 Penalty: 5043.310547
	Iteration 30Q: 3 clusters Score -2941927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2941929.250000 Penalty: 5043.310547
	Iteration 31Q: 3 clusters Score -2941929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2941930.750000 Penalty: 5043.310547
	Iteration 32Q: 3 clusters Score -2941931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2941933.750000 Penalty: 5043.310547
	Iteration 33Q: 3 clusters Score -2941934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2941935.500000 Penalty: 5043.310547
	Iteration 34Q: 3 clusters Score -2941936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2941943.500000 Penalty: 5043.310547
	Iteration 35Q: 3 clusters Score -2941944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2941943.750000 Penalty: 5043.310547
	Iteration 36Q: 3 clusters Score -2941944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2941944.500000 Penalty: 5043.310547
	Iteration 37Q: 3 clusters Score -2941944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2941943.000000 Penalty: 5043.310547
	Iteration 38Q: 3 clusters Score -2941943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2941949.250000 Penalty: 5043.310547
	Iteration 39Q: 3 clusters Score -2941949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2941950.000000 Penalty: 5043.310547
	Iteration 40F: 3 clusters Score -2941950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2941949.500000 Penalty: 5043.310547
	Iteration 41Q: 3 clusters Score -2941950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2941949.500000 Penalty: 5043.310547
	Iteration 42F: 3 clusters Score -2941950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 791 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 15402 members 
Mstep: Class 19 contains 53166 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 81619 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 55688 members 
Mstep: Class 30 contains 12481 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 7867 members 
Mstep: Class 34 contains 22572 members 
Mstep: Class 35 contains 11234 members 
Entering Unmasked Estep 
Score: -133467608.000000 Penalty: 121341.945312
Splitting cluster 20 changes total score from -133335368.000000 to -133467608.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (81619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Entering Unmasked Estep 
Score: -9308799.000000 Penalty: 2804.834717
	Iteration 0F: 2 clusters Score -9308799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -9254125.000000 Penalty: 5609.669434
	Iteration 0F: 3 clusters Score -9254125 nChanged 38294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -9278195.000000 Penalty: 5609.669434
	Iteration 1F: 3 clusters Score -9278195 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -9283054.000000 Penalty: 5609.669434
	Iteration 2F: 3 clusters Score -9283054 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -9290202.000000 Penalty: 5609.669434
	Iteration 3F: 3 clusters Score -9290202 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -9298948.000000 Penalty: 5609.669434
	Iteration 4F: 3 clusters Score -9298948 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -9306009.000000 Penalty: 5609.669434
	Iteration 5F: 3 clusters Score -9306009 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -9310292.000000 Penalty: 5609.669434
	Iteration 6F: 3 clusters Score -9310292 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -9312795.000000 Penalty: 5609.669434
	Iteration 7Q: 3 clusters Score -9312795 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -9314144.000000 Penalty: 5609.669434
	Iteration 8Q: 3 clusters Score -9314144 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -9315044.000000 Penalty: 5609.669434
	Iteration 9Q: 3 clusters Score -9315044 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -9315657.000000 Penalty: 5609.669434
	Iteration 10Q: 3 clusters Score -9315657 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -9316045.000000 Penalty: 5609.669434
	Iteration 11Q: 3 clusters Score -9316045 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -9316447.000000 Penalty: 5609.669434
	Iteration 12Q: 3 clusters Score -9316447 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -9316879.000000 Penalty: 5609.669434
	Iteration 13Q: 3 clusters Score -9316879 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -9317262.000000 Penalty: 5609.669434
	Iteration 14Q: 3 clusters Score -9317262 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -9317436.000000 Penalty: 5609.669434
	Iteration 15Q: 3 clusters Score -9317436 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -9317553.000000 Penalty: 5609.669434
	Iteration 16Q: 3 clusters Score -9317553 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -9317619.000000 Penalty: 5609.669434
	Iteration 17Q: 3 clusters Score -9317619 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -9317637.000000 Penalty: 5609.669434
	Iteration 18Q: 3 clusters Score -9317637 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -9317645.000000 Penalty: 5609.669434
	Iteration 19Q: 3 clusters Score -9317645 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -9317677.000000 Penalty: 5609.669434
	Iteration 20F: 3 clusters Score -9317677 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -9317712.000000 Penalty: 5609.669434
	Iteration 21Q: 3 clusters Score -9317712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -9317722.000000 Penalty: 5609.669434
	Iteration 22Q: 3 clusters Score -9317722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -9317728.000000 Penalty: 5609.669434
	Iteration 23Q: 3 clusters Score -9317728 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -9317743.000000 Penalty: 5609.669434
	Iteration 24Q: 3 clusters Score -9317743 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 70767 members 
Entering Unmasked Estep 
Score: -9317759.000000 Penalty: 5609.669434
	Iteration 25Q: 3 clusters Score -9317759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -9317775.000000 Penalty: 5609.669434
	Iteration 26Q: 3 clusters Score -9317775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -9317787.000000 Penalty: 5609.669434
	Iteration 27Q: 3 clusters Score -9317787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -9317816.000000 Penalty: 5609.669434
	Iteration 28Q: 3 clusters Score -9317816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -9317818.000000 Penalty: 5609.669434
	Iteration 29Q: 3 clusters Score -9317818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -9317825.000000 Penalty: 5609.669434
	Iteration 30Q: 3 clusters Score -9317825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -9317821.000000 Penalty: 5609.669434
	Iteration 31Q: 3 clusters Score -9317821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -9317832.000000 Penalty: 5609.669434
	Iteration 32Q: 3 clusters Score -9317832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -9317832.000000 Penalty: 5609.669434
	Iteration 33Q: 3 clusters Score -9317832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -9317834.000000 Penalty: 5609.669434
	Iteration 34Q: 3 clusters Score -9317834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -9317826.000000 Penalty: 5609.669434
	Iteration 35Q: 3 clusters Score -9317826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -9317824.000000 Penalty: 5609.669434
	Iteration 36Q: 3 clusters Score -9317824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -9317824.000000 Penalty: 5609.669434
	Iteration 37Q: 3 clusters Score -9317824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -9317812.000000 Penalty: 5609.669434
	Iteration 38Q: 3 clusters Score -9317812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -9317817.000000 Penalty: 5609.669434
	Iteration 39Q: 3 clusters Score -9317817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
Score: -9317823.000000 Penalty: 5609.669434
	Iteration 40F: 3 clusters Score -9317823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -9317829.000000 Penalty: 5609.669434
	Iteration 41Q: 3 clusters Score -9317829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -9317829.000000 Penalty: 5609.669434
	Iteration 42F: 3 clusters Score -9317829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 791 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 15402 members 
Mstep: Class 19 contains 53166 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 10519 members 
Mstep: Class 22 contains 25251 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 55688 members 
Mstep: Class 30 contains 12481 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 7867 members 
Mstep: Class 34 contains 22572 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 71100 members 
Entering Unmasked Estep 
Score: -133476720.000000 Penalty: 124808.851562
Splitting cluster 21 changes total score from -133335368.000000 to -133476720.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (25251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Entering Unmasked Estep 
Score: -2839222.000000 Penalty: 2513.882080
	Iteration 0F: 2 clusters Score -2839222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2821770.750000 Penalty: 5027.764160
	Iteration 0F: 3 clusters Score -2821771 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2828526.250000 Penalty: 5027.764160
	Iteration 1F: 3 clusters Score -2828526 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2830484.750000 Penalty: 5027.764160
	Iteration 2F: 3 clusters Score -2830485 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2833988.500000 Penalty: 5027.764160
	Iteration 3F: 3 clusters Score -2833988 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2838358.750000 Penalty: 5027.764160
	Iteration 4F: 3 clusters Score -2838359 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2841988.000000 Penalty: 5027.764160
	Iteration 5F: 3 clusters Score -2841988 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2843601.750000 Penalty: 5027.764160
	Iteration 6F: 3 clusters Score -2843602 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2844112.500000 Penalty: 5027.764160
	Iteration 7Q: 3 clusters Score -2844112 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2844331.250000 Penalty: 5027.764160
	Iteration 8Q: 3 clusters Score -2844331 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2844456.250000 Penalty: 5027.764160
	Iteration 9Q: 3 clusters Score -2844456 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2844535.250000 Penalty: 5027.764160
	Iteration 10Q: 3 clusters Score -2844535 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2844565.000000 Penalty: 5027.764160
	Iteration 11Q: 3 clusters Score -2844565 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2844582.750000 Penalty: 5027.764160
	Iteration 12Q: 3 clusters Score -2844583 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2844605.000000 Penalty: 5027.764160
	Iteration 13Q: 3 clusters Score -2844605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2844613.250000 Penalty: 5027.764160
	Iteration 14Q: 3 clusters Score -2844613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2844610.500000 Penalty: 5027.764160
	Iteration 15Q: 3 clusters Score -2844610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2844604.500000 Penalty: 5027.764160
	Iteration 16Q: 3 clusters Score -2844604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2844602.500000 Penalty: 5027.764160
	Iteration 17Q: 3 clusters Score -2844602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2844602.750000 Penalty: 5027.764160
	Iteration 18Q: 3 clusters Score -2844603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2844597.000000 Penalty: 5027.764160
	Iteration 19Q: 3 clusters Score -2844597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2844598.000000 Penalty: 5027.764160
	Iteration 20F: 3 clusters Score -2844598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2844598.250000 Penalty: 5027.764160
	Iteration 21Q: 3 clusters Score -2844598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2844600.000000 Penalty: 5027.764160
	Iteration 22Q: 3 clusters Score -2844600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2844602.250000 Penalty: 5027.764160
	Iteration 23Q: 3 clusters Score -2844602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2844602.500000 Penalty: 5027.764160
	Iteration 24Q: 3 clusters Score -2844602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2844606.250000 Penalty: 5027.764160
	Iteration 25Q: 3 clusters Score -2844606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2844605.750000 Penalty: 5027.764160
	Iteration 26Q: 3 clusters Score -2844606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2844607.750000 Penalty: 5027.764160
	Iteration 27Q: 3 clusters Score -2844608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2844608.250000 Penalty: 5027.764160
	Iteration 28Q: 3 clusters Score -2844608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2844614.250000 Penalty: 5027.764160
	Iteration 29Q: 3 clusters Score -2844614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2844615.250000 Penalty: 5027.764160
	Iteration 30Q: 3 clusters Score -2844615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2844615.500000 Penalty: 5027.764160
	Iteration 31Q: 3 clusters Score -2844616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2844613.500000 Penalty: 5027.764160
	Iteration 32Q: 3 clusters Score -2844614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2844613.500000 Penalty: 5027.764160
	Iteration 33Q: 3 clusters Score -2844614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2844613.500000 Penalty: 5027.764160
	Iteration 34F: 3 clusters Score -2844614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 791 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 15402 members 
Mstep: Class 19 contains 53166 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 10519 members 
Mstep: Class 22 contains 7385 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 55688 members 
Mstep: Class 30 contains 12481 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 7867 members 
Mstep: Class 34 contains 22572 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 71100 members 
Mstep: Class 37 contains 17866 members 
Entering Unmasked Estep 
Score: -133480944.000000 Penalty: 128275.765625
Splitting cluster 22 changes total score from -133335368.000000 to -133480944.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (28849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Entering Unmasked Estep 
Score: -3254224.500000 Penalty: 2546.917969
	Iteration 0F: 2 clusters Score -3254224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3234568.500000 Penalty: 5093.835938
	Iteration 0F: 3 clusters Score -3234568 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3243749.250000 Penalty: 5093.835938
	Iteration 1F: 3 clusters Score -3243749 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3246117.250000 Penalty: 5093.835938
	Iteration 2F: 3 clusters Score -3246117 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3249038.500000 Penalty: 5093.835938
	Iteration 3F: 3 clusters Score -3249038 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3252834.750000 Penalty: 5093.835938
	Iteration 4F: 3 clusters Score -3252835 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3255910.000000 Penalty: 5093.835938
	Iteration 5F: 3 clusters Score -3255910 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3257459.250000 Penalty: 5093.835938
	Iteration 6F: 3 clusters Score -3257459 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3258159.000000 Penalty: 5093.835938
	Iteration 7Q: 3 clusters Score -3258159 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3258504.500000 Penalty: 5093.835938
	Iteration 8Q: 3 clusters Score -3258504 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3258694.000000 Penalty: 5093.835938
	Iteration 9Q: 3 clusters Score -3258694 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3258833.750000 Penalty: 5093.835938
	Iteration 10Q: 3 clusters Score -3258834 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3258929.750000 Penalty: 5093.835938
	Iteration 11Q: 3 clusters Score -3258930 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3259056.750000 Penalty: 5093.835938
	Iteration 12Q: 3 clusters Score -3259057 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3259186.250000 Penalty: 5093.835938
	Iteration 13Q: 3 clusters Score -3259186 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3259295.250000 Penalty: 5093.835938
	Iteration 14Q: 3 clusters Score -3259295 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3259412.000000 Penalty: 5093.835938
	Iteration 15Q: 3 clusters Score -3259412 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3259542.500000 Penalty: 5093.835938
	Iteration 16Q: 3 clusters Score -3259542 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3259704.500000 Penalty: 5093.835938
	Iteration 17Q: 3 clusters Score -3259704 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3259918.500000 Penalty: 5093.835938
	Iteration 18Q: 3 clusters Score -3259918 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3260231.500000 Penalty: 5093.835938
	Iteration 19Q: 3 clusters Score -3260232 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3260902.250000 Penalty: 5093.835938
	Iteration 20F: 3 clusters Score -3260902 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3262533.750000 Penalty: 5093.835938
	Iteration 21Q: 3 clusters Score -3262534 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3263079.500000 Penalty: 5093.835938
	Iteration 22Q: 3 clusters Score -3263080 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3263166.750000 Penalty: 5093.835938
	Iteration 23Q: 3 clusters Score -3263167 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3263246.750000 Penalty: 5093.835938
	Iteration 24Q: 3 clusters Score -3263247 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3263331.250000 Penalty: 5093.835938
	Iteration 25Q: 3 clusters Score -3263331 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3263414.250000 Penalty: 5093.835938
	Iteration 26Q: 3 clusters Score -3263414 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3263568.250000 Penalty: 5093.835938
	Iteration 27Q: 3 clusters Score -3263568 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3263802.000000 Penalty: 5093.835938
	Iteration 28Q: 3 clusters Score -3263802 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3264285.500000 Penalty: 5093.835938
	Iteration 29Q: 3 clusters Score -3264286 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3265220.250000 Penalty: 5093.835938
	Iteration 30Q: 3 clusters Score -3265220 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3267116.000000 Penalty: 5093.835938
	Iteration 31Q: 3 clusters Score -3267116 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3269452.250000 Penalty: 5093.835938
	Iteration 32Q: 3 clusters Score -3269452 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3270766.750000 Penalty: 5093.835938
	Iteration 33Q: 3 clusters Score -3270767 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3271001.250000 Penalty: 5093.835938
	Iteration 34Q: 3 clusters Score -3271001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3271021.000000 Penalty: 5093.835938
	Iteration 35Q: 3 clusters Score -3271021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3271034.750000 Penalty: 5093.835938
	Iteration 36Q: 3 clusters Score -3271035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -3271028.750000 Penalty: 5093.835938
	Iteration 37Q: 3 clusters Score -3271029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3271039.500000 Penalty: 5093.835938
	Iteration 38Q: 3 clusters Score -3271040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3271037.750000 Penalty: 5093.835938
	Iteration 39Q: 3 clusters Score -3271038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3271050.250000 Penalty: 5093.835938
	Iteration 40F: 3 clusters Score -3271050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3271050.000000 Penalty: 5093.835938
	Iteration 41Q: 3 clusters Score -3271050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3271047.000000 Penalty: 5093.835938
	Iteration 42Q: 3 clusters Score -3271047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3271048.500000 Penalty: 5093.835938
	Iteration 43Q: 3 clusters Score -3271048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3271048.500000 Penalty: 5093.835938
	Iteration 44F: 3 clusters Score -3271048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 791 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 15402 members 
Mstep: Class 19 contains 53166 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 10519 members 
Mstep: Class 22 contains 7385 members 
Mstep: Class 23 contains 11647 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 117646 members 
Mstep: Class 27 contains 189458 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 55688 members 
Mstep: Class 30 contains 12481 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 7867 members 
Mstep: Class 34 contains 22572 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 71100 members 
Mstep: Class 37 contains 17866 members 
Mstep: Class 38 contains 17202 members 
Entering Unmasked Estep 
Score: -133496144.000000 Penalty: 131742.687500
Splitting cluster 23 changes total score from -133335368.000000 to -133496144.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 61250 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 16 contains 791 members 
Mstep: Class 17 contains 184018 members 
Mstep: Class 18 contains 15402 members 
Mstep: Class 19 contains 53166 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 10519 members 
Mstep: Class 22 contains 7385 members 
Mstep: Class 23 contains 11647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133537632.000000 Penalty: 131742.687500
Iteration 39Q: 39 clusters Score -1.335376e+08 nChanged 52018
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 63978 members 
Mstep: Class 3 contains 16437 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 5 contains 39222 members 
Mstep: Class 6 contains 3193 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 23813 members 
Mstep: Class 9 contains 86113 members 
Mstep: Class 10 contains 17088 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 18888 members 
Mstep: Class 13 contains 3886 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 184225 members 
Mstep: Class 18 contains 17088 members 
Mstep: Class 19 contains 53042 members 
Mstep: Class 20 contains 14968 members 
Mstep: Class 21 contains 10746 members 
Mstep: Class 22 contains 7570 members 
Mstep: Class 23 contains 12034 members 
Mstep: Class 24 contains 41153 members 
Mstep: Class 25 contains 5392 members 
Mstep: Class 26 contains 115277 members 
Mstep: Class 27 contains 183410 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 55058 members 
Mstep: Class 30 contains 12068 members 
Mstep: Class 31 contains 355 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 7599 members 
Mstep: Class 34 contains 23562 members 
Mstep: Class 35 contains 11562 members 
Mstep: Class 36 contains 68086 members 
Mstep: Class 37 contains 17007 members 
Mstep: Class 38 contains 16776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133574392.000000 Penalty: 131742.687500
Iteration 40F: 39 clusters Score -1.335744e+08 nChanged 40703
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 60890 members 
Mstep: Class 3 contains 16167 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 38495 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 3194 members 
Mstep: Class 8 contains 23423 members 
Mstep: Class 9 contains 86271 members 
Mstep: Class 10 contains 17568 members 
Mstep: Class 11 contains 11357 members 
Mstep: Class 12 contains 18433 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 183307 members 
Mstep: Class 18 contains 17838 members 
Mstep: Class 19 contains 53071 members 
Mstep: Class 20 contains 14469 members 
Mstep: Class 21 contains 10839 members 
Mstep: Class 22 contains 7315 members 
Mstep: Class 23 contains 11885 members 
Mstep: Class 24 contains 40687 members 
Mstep: Class 25 contains 5375 members 
Mstep: Class 26 contains 116819 members 
Mstep: Class 27 contains 182497 members 
Mstep: Class 28 contains 15409 members 
Mstep: Class 29 contains 56360 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 7865 members 
Mstep: Class 34 contains 26422 members 
Mstep: Class 35 contains 11724 members 
Mstep: Class 36 contains 67476 members 
Mstep: Class 37 contains 17052 members 
Mstep: Class 38 contains 16825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133589336.000000 Penalty: 131742.687500
Iteration 41Q: 39 clusters Score -1.335893e+08 nChanged 22766
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 59288 members 
Mstep: Class 3 contains 15975 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 38150 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 23221 members 
Mstep: Class 9 contains 86511 members 
Mstep: Class 10 contains 18101 members 
Mstep: Class 11 contains 11522 members 
Mstep: Class 12 contains 18193 members 
Mstep: Class 13 contains 3853 members 
Mstep: Class 14 contains 563 members 
Mstep: Class 15 contains 1701 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 182722 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 53258 members 
Mstep: Class 20 contains 14166 members 
Mstep: Class 21 contains 10975 members 
Mstep: Class 22 contains 7161 members 
Mstep: Class 23 contains 11791 members 
Mstep: Class 24 contains 40118 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 117855 members 
Mstep: Class 27 contains 181696 members 
Mstep: Class 28 contains 15417 members 
Mstep: Class 29 contains 57197 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 360 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 8010 members 
Mstep: Class 34 contains 28012 members 
Mstep: Class 35 contains 11833 members 
Mstep: Class 36 contains 66466 members 
Mstep: Class 37 contains 17030 members 
Mstep: Class 38 contains 16809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133596184.000000 Penalty: 131742.687500
Iteration 42Q: 39 clusters Score -1.335962e+08 nChanged 16760
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 58279 members 
Mstep: Class 3 contains 15862 members 
Mstep: Class 4 contains 1697 members 
Mstep: Class 5 contains 37993 members 
Mstep: Class 6 contains 5062 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 23092 members 
Mstep: Class 9 contains 86868 members 
Mstep: Class 10 contains 18587 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 18065 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 182357 members 
Mstep: Class 18 contains 18655 members 
Mstep: Class 19 contains 53416 members 
Mstep: Class 20 contains 13990 members 
Mstep: Class 21 contains 11038 members 
Mstep: Class 22 contains 7087 members 
Mstep: Class 23 contains 11817 members 
Mstep: Class 24 contains 39586 members 
Mstep: Class 25 contains 5340 members 
Mstep: Class 26 contains 118436 members 
Mstep: Class 27 contains 181020 members 
Mstep: Class 28 contains 15451 members 
Mstep: Class 29 contains 57756 members 
Mstep: Class 30 contains 11207 members 
Mstep: Class 31 contains 365 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 29133 members 
Mstep: Class 35 contains 11935 members 
Mstep: Class 36 contains 65516 members 
Mstep: Class 37 contains 16908 members 
Mstep: Class 38 contains 16787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133599968.000000 Penalty: 131742.687500
Iteration 43Q: 39 clusters Score -1.336e+08 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 57512 members 
Mstep: Class 3 contains 15787 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 37983 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 23044 members 
Mstep: Class 9 contains 87367 members 
Mstep: Class 10 contains 18985 members 
Mstep: Class 11 contains 11691 members 
Mstep: Class 12 contains 18015 members 
Mstep: Class 13 contains 3868 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 182142 members 
Mstep: Class 18 contains 18900 members 
Mstep: Class 19 contains 53535 members 
Mstep: Class 20 contains 13874 members 
Mstep: Class 21 contains 11065 members 
Mstep: Class 22 contains 7045 members 
Mstep: Class 23 contains 11935 members 
Mstep: Class 24 contains 39085 members 
Mstep: Class 25 contains 5331 members 
Mstep: Class 26 contains 118547 members 
Mstep: Class 27 contains 180514 members 
Mstep: Class 28 contains 15489 members 
Mstep: Class 29 contains 58101 members 
Mstep: Class 30 contains 10948 members 
Mstep: Class 31 contains 370 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 8143 members 
Mstep: Class 34 contains 30001 members 
Mstep: Class 35 contains 12010 members 
Mstep: Class 36 contains 64633 members 
Mstep: Class 37 contains 16744 members 
Mstep: Class 38 contains 16784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133603232.000000 Penalty: 131742.687500
Iteration 44Q: 39 clusters Score -1.336032e+08 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 56961 members 
Mstep: Class 3 contains 15743 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 38030 members 
Mstep: Class 6 contains 5724 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 23007 members 
Mstep: Class 9 contains 87929 members 
Mstep: Class 10 contains 19340 members 
Mstep: Class 11 contains 11732 members 
Mstep: Class 12 contains 18004 members 
Mstep: Class 13 contains 3871 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 182013 members 
Mstep: Class 18 contains 19086 members 
Mstep: Class 19 contains 53559 members 
Mstep: Class 20 contains 13794 members 
Mstep: Class 21 contains 11020 members 
Mstep: Class 22 contains 7023 members 
Mstep: Class 23 contains 12107 members 
Mstep: Class 24 contains 38622 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 118504 members 
Mstep: Class 27 contains 180130 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 58289 members 
Mstep: Class 30 contains 10675 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 8185 members 
Mstep: Class 34 contains 30754 members 
Mstep: Class 35 contains 12053 members 
Mstep: Class 36 contains 63806 members 
Mstep: Class 37 contains 16584 members 
Mstep: Class 38 contains 16772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133605480.000000 Penalty: 131742.687500
Iteration 45Q: 39 clusters Score -1.336055e+08 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 56499 members 
Mstep: Class 3 contains 15723 members 
Mstep: Class 4 contains 2244 members 
Mstep: Class 5 contains 38148 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 3139 members 
Mstep: Class 8 contains 23009 members 
Mstep: Class 9 contains 88551 members 
Mstep: Class 10 contains 19653 members 
Mstep: Class 11 contains 11756 members 
Mstep: Class 12 contains 18006 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 181911 members 
Mstep: Class 18 contains 19212 members 
Mstep: Class 19 contains 53552 members 
Mstep: Class 20 contains 13726 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 7022 members 
Mstep: Class 23 contains 12317 members 
Mstep: Class 24 contains 38190 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 118221 members 
Mstep: Class 27 contains 179867 members 
Mstep: Class 28 contains 15590 members 
Mstep: Class 29 contains 58394 members 
Mstep: Class 30 contains 10389 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 475 members 
Mstep: Class 33 contains 8218 members 
Mstep: Class 34 contains 31402 members 
Mstep: Class 35 contains 12080 members 
Mstep: Class 36 contains 63095 members 
Mstep: Class 37 contains 16436 members 
Mstep: Class 38 contains 16754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133607608.000000 Penalty: 131742.687500
Iteration 46Q: 39 clusters Score -1.336076e+08 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 56088 members 
Mstep: Class 3 contains 15704 members 
Mstep: Class 4 contains 2468 members 
Mstep: Class 5 contains 38289 members 
Mstep: Class 6 contains 6256 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 23015 members 
Mstep: Class 9 contains 89205 members 
Mstep: Class 10 contains 19971 members 
Mstep: Class 11 contains 11760 members 
Mstep: Class 12 contains 18003 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 181839 members 
Mstep: Class 18 contains 19314 members 
Mstep: Class 19 contains 53510 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 10854 members 
Mstep: Class 22 contains 7019 members 
Mstep: Class 23 contains 12555 members 
Mstep: Class 24 contains 37740 members 
Mstep: Class 25 contains 5323 members 
Mstep: Class 26 contains 117854 members 
Mstep: Class 27 contains 179682 members 
Mstep: Class 28 contains 15643 members 
Mstep: Class 29 contains 58424 members 
Mstep: Class 30 contains 10098 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8233 members 
Mstep: Class 34 contains 32016 members 
Mstep: Class 35 contains 12098 members 
Mstep: Class 36 contains 62444 members 
Mstep: Class 37 contains 16319 members 
Mstep: Class 38 contains 16757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133610096.000000 Penalty: 131742.687500
Iteration 47Q: 39 clusters Score -1.336101e+08 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 55759 members 
Mstep: Class 3 contains 15693 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 38457 members 
Mstep: Class 6 contains 6488 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 22986 members 
Mstep: Class 9 contains 89868 members 
Mstep: Class 10 contains 20291 members 
Mstep: Class 11 contains 11750 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 3888 members 
Mstep: Class 14 contains 666 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 16 contains 882 members 
Mstep: Class 17 contains 181759 members 
Mstep: Class 18 contains 19394 members 
Mstep: Class 19 contains 53457 members 
Mstep: Class 20 contains 13627 members 
Mstep: Class 21 contains 10726 members 
Mstep: Class 22 contains 7015 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 37333 members 
Mstep: Class 25 contains 5320 members 
Mstep: Class 26 contains 117353 members 
Mstep: Class 27 contains 179492 members 
Mstep: Class 28 contains 15699 members 
Mstep: Class 29 contains 58443 members 
Mstep: Class 30 contains 9850 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8254 members 
Mstep: Class 34 contains 32609 members 
Mstep: Class 35 contains 12121 members 
Mstep: Class 36 contains 61870 members 
Mstep: Class 37 contains 16223 members 
Mstep: Class 38 contains 16773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133612584.000000 Penalty: 131742.687500
Iteration 48Q: 39 clusters Score -1.336126e+08 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 55483 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 38699 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 22969 members 
Mstep: Class 9 contains 90605 members 
Mstep: Class 10 contains 20612 members 
Mstep: Class 11 contains 11728 members 
Mstep: Class 12 contains 18048 members 
Mstep: Class 13 contains 3890 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 16 contains 885 members 
Mstep: Class 17 contains 181707 members 
Mstep: Class 18 contains 19457 members 
Mstep: Class 19 contains 53376 members 
Mstep: Class 20 contains 13575 members 
Mstep: Class 21 contains 10621 members 
Mstep: Class 22 contains 7012 members 
Mstep: Class 23 contains 12976 members 
Mstep: Class 24 contains 36955 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 26 contains 116725 members 
Mstep: Class 27 contains 179303 members 
Mstep: Class 28 contains 15763 members 
Mstep: Class 29 contains 58370 members 
Mstep: Class 30 contains 9640 members 
Mstep: Class 31 contains 395 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8274 members 
Mstep: Class 34 contains 33158 members 
Mstep: Class 35 contains 12148 members 
Mstep: Class 36 contains 61319 members 
Mstep: Class 37 contains 16145 members 
Mstep: Class 38 contains 16788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133614840.000000 Penalty: 131742.687500
Iteration 49Q: 39 clusters Score -1.336148e+08 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 55223 members 
Mstep: Class 3 contains 15692 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 38938 members 
Mstep: Class 6 contains 6892 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 22940 members 
Mstep: Class 9 contains 91431 members 
Mstep: Class 10 contains 20907 members 
Mstep: Class 11 contains 11684 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 181662 members 
Mstep: Class 18 contains 19491 members 
Mstep: Class 19 contains 53305 members 
Mstep: Class 20 contains 13532 members 
Mstep: Class 21 contains 10526 members 
Mstep: Class 22 contains 7027 members 
Mstep: Class 23 contains 13123 members 
Mstep: Class 24 contains 36611 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 26 contains 115973 members 
Mstep: Class 27 contains 179130 members 
Mstep: Class 28 contains 15827 members 
Mstep: Class 29 contains 58321 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 400 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 33675 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 60904 members 
Mstep: Class 37 contains 16069 members 
Mstep: Class 38 contains 16779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133615984.000000 Penalty: 131742.687500
Iteration 50Q: 39 clusters Score -1.33616e+08 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 54960 members 
Mstep: Class 3 contains 15699 members 
Mstep: Class 4 contains 2956 members 
Mstep: Class 5 contains 39185 members 
Mstep: Class 6 contains 7043 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 22924 members 
Mstep: Class 9 contains 92292 members 
Mstep: Class 10 contains 21240 members 
Mstep: Class 11 contains 11624 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 13 contains 3888 members 
Mstep: Class 14 contains 773 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 16 contains 890 members 
Mstep: Class 17 contains 181618 members 
Mstep: Class 18 contains 19520 members 
Mstep: Class 19 contains 53227 members 
Mstep: Class 20 contains 13500 members 
Mstep: Class 21 contains 10463 members 
Mstep: Class 22 contains 7048 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 36316 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 26 contains 115183 members 
Mstep: Class 27 contains 178968 members 
Mstep: Class 28 contains 15903 members 
Mstep: Class 29 contains 58222 members 
Mstep: Class 30 contains 9308 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8308 members 
Mstep: Class 34 contains 34163 members 
Mstep: Class 35 contains 12175 members 
Mstep: Class 36 contains 60516 members 
Mstep: Class 37 contains 15998 members 
Mstep: Class 38 contains 16767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133617592.000000 Penalty: 131742.687500
Iteration 51Q: 39 clusters Score -1.336176e+08 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 54766 members 
Mstep: Class 3 contains 15709 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 39447 members 
Mstep: Class 6 contains 7182 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 22907 members 
Mstep: Class 9 contains 93153 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 11563 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 181581 members 
Mstep: Class 18 contains 19554 members 
Mstep: Class 19 contains 53142 members 
Mstep: Class 20 contains 13475 members 
Mstep: Class 21 contains 10406 members 
Mstep: Class 22 contains 7067 members 
Mstep: Class 23 contains 13285 members 
Mstep: Class 24 contains 36033 members 
Mstep: Class 25 contains 5317 members 
Mstep: Class 26 contains 114404 members 
Mstep: Class 27 contains 178762 members 
Mstep: Class 28 contains 15966 members 
Mstep: Class 29 contains 58121 members 
Mstep: Class 30 contains 9181 members 
Mstep: Class 31 contains 418 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8322 members 
Mstep: Class 34 contains 34617 members 
Mstep: Class 35 contains 12182 members 
Mstep: Class 36 contains 60166 members 
Mstep: Class 37 contains 15931 members 
Mstep: Class 38 contains 16759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133618840.000000 Penalty: 131742.687500
Iteration 52Q: 39 clusters Score -1.336188e+08 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 54630 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 39695 members 
Mstep: Class 6 contains 7307 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 22873 members 
Mstep: Class 9 contains 94132 members 
Mstep: Class 10 contains 21922 members 
Mstep: Class 11 contains 11496 members 
Mstep: Class 12 contains 18078 members 
Mstep: Class 13 contains 3863 members 
Mstep: Class 14 contains 871 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 181553 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 53070 members 
Mstep: Class 20 contains 13449 members 
Mstep: Class 21 contains 10384 members 
Mstep: Class 22 contains 7090 members 
Mstep: Class 23 contains 13322 members 
Mstep: Class 24 contains 35780 members 
Mstep: Class 25 contains 5315 members 
Mstep: Class 26 contains 113595 members 
Mstep: Class 27 contains 178412 members 
Mstep: Class 28 contains 16035 members 
Mstep: Class 29 contains 58030 members 
Mstep: Class 30 contains 9098 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8332 members 
Mstep: Class 34 contains 35027 members 
Mstep: Class 35 contains 12194 members 
Mstep: Class 36 contains 59801 members 
Mstep: Class 37 contains 15873 members 
Mstep: Class 38 contains 16752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133620136.000000 Penalty: 131742.687500
Iteration 53Q: 39 clusters Score -1.336201e+08 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 54511 members 
Mstep: Class 3 contains 15705 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 39941 members 
Mstep: Class 6 contains 7424 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 22850 members 
Mstep: Class 9 contains 95204 members 
Mstep: Class 10 contains 22277 members 
Mstep: Class 11 contains 11416 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 3853 members 
Mstep: Class 14 contains 900 members 
Mstep: Class 15 contains 2257 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 181533 members 
Mstep: Class 18 contains 19617 members 
Mstep: Class 19 contains 53011 members 
Mstep: Class 20 contains 13427 members 
Mstep: Class 21 contains 10389 members 
Mstep: Class 22 contains 7106 members 
Mstep: Class 23 contains 13333 members 
Mstep: Class 24 contains 35534 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 26 contains 112788 members 
Mstep: Class 27 contains 177955 members 
Mstep: Class 28 contains 16106 members 
Mstep: Class 29 contains 57931 members 
Mstep: Class 30 contains 9007 members 
Mstep: Class 31 contains 437 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8340 members 
Mstep: Class 34 contains 35367 members 
Mstep: Class 35 contains 12201 members 
Mstep: Class 36 contains 59488 members 
Mstep: Class 37 contains 15834 members 
Mstep: Class 38 contains 16750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133621768.000000 Penalty: 131742.687500
Iteration 54Q: 39 clusters Score -1.336218e+08 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 54418 members 
Mstep: Class 3 contains 15695 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 40190 members 
Mstep: Class 6 contains 7532 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 22841 members 
Mstep: Class 9 contains 96419 members 
Mstep: Class 10 contains 22600 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 18064 members 
Mstep: Class 13 contains 3834 members 
Mstep: Class 14 contains 931 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 181536 members 
Mstep: Class 18 contains 19638 members 
Mstep: Class 19 contains 52963 members 
Mstep: Class 20 contains 13402 members 
Mstep: Class 21 contains 10389 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 13338 members 
Mstep: Class 24 contains 35324 members 
Mstep: Class 25 contains 5312 members 
Mstep: Class 26 contains 111945 members 
Mstep: Class 27 contains 177354 members 
Mstep: Class 28 contains 16179 members 
Mstep: Class 29 contains 57853 members 
Mstep: Class 30 contains 8935 members 
Mstep: Class 31 contains 443 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8353 members 
Mstep: Class 34 contains 35668 members 
Mstep: Class 35 contains 12212 members 
Mstep: Class 36 contains 59202 members 
Mstep: Class 37 contains 15800 members 
Mstep: Class 38 contains 16747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133622712.000000 Penalty: 131742.687500
Iteration 55Q: 39 clusters Score -1.336227e+08 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 54307 members 
Mstep: Class 3 contains 15693 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 40435 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 22845 members 
Mstep: Class 9 contains 97735 members 
Mstep: Class 10 contains 22901 members 
Mstep: Class 11 contains 11207 members 
Mstep: Class 12 contains 18054 members 
Mstep: Class 13 contains 3829 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 181540 members 
Mstep: Class 18 contains 19648 members 
Mstep: Class 19 contains 52910 members 
Mstep: Class 20 contains 13372 members 
Mstep: Class 21 contains 10383 members 
Mstep: Class 22 contains 7124 members 
Mstep: Class 23 contains 13344 members 
Mstep: Class 24 contains 35087 members 
Mstep: Class 25 contains 5311 members 
Mstep: Class 26 contains 111197 members 
Mstep: Class 27 contains 176627 members 
Mstep: Class 28 contains 16258 members 
Mstep: Class 29 contains 57780 members 
Mstep: Class 30 contains 8865 members 
Mstep: Class 31 contains 448 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8362 members 
Mstep: Class 34 contains 35948 members 
Mstep: Class 35 contains 12233 members 
Mstep: Class 36 contains 58933 members 
Mstep: Class 37 contains 15768 members 
Mstep: Class 38 contains 16760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133623888.000000 Penalty: 131742.687500
Iteration 56Q: 39 clusters Score -1.336239e+08 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 54218 members 
Mstep: Class 3 contains 15689 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 40676 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 22845 members 
Mstep: Class 9 contains 99151 members 
Mstep: Class 10 contains 23250 members 
Mstep: Class 11 contains 11123 members 
Mstep: Class 12 contains 18028 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 181527 members 
Mstep: Class 18 contains 19661 members 
Mstep: Class 19 contains 52854 members 
Mstep: Class 20 contains 13340 members 
Mstep: Class 21 contains 10382 members 
Mstep: Class 22 contains 7131 members 
Mstep: Class 23 contains 13344 members 
Mstep: Class 24 contains 34880 members 
Mstep: Class 25 contains 5310 members 
Mstep: Class 26 contains 110405 members 
Mstep: Class 27 contains 175800 members 
Mstep: Class 28 contains 16332 members 
Mstep: Class 29 contains 57686 members 
Mstep: Class 30 contains 8810 members 
Mstep: Class 31 contains 447 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8372 members 
Mstep: Class 34 contains 36225 members 
Mstep: Class 35 contains 12243 members 
Mstep: Class 36 contains 58704 members 
Mstep: Class 37 contains 15729 members 
Mstep: Class 38 contains 16757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133625232.000000 Penalty: 131742.687500
Iteration 57Q: 39 clusters Score -1.336252e+08 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 54140 members 
Mstep: Class 3 contains 15687 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 40890 members 
Mstep: Class 6 contains 7796 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 22835 members 
Mstep: Class 9 contains 100729 members 
Mstep: Class 10 contains 23632 members 
Mstep: Class 11 contains 11052 members 
Mstep: Class 12 contains 18012 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 181537 members 
Mstep: Class 18 contains 19684 members 
Mstep: Class 19 contains 52795 members 
Mstep: Class 20 contains 13315 members 
Mstep: Class 21 contains 10384 members 
Mstep: Class 22 contains 7135 members 
Mstep: Class 23 contains 13347 members 
Mstep: Class 24 contains 34661 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 26 contains 109587 members 
Mstep: Class 27 contains 174811 members 
Mstep: Class 28 contains 16407 members 
Mstep: Class 29 contains 57558 members 
Mstep: Class 30 contains 8759 members 
Mstep: Class 31 contains 448 members 
Mstep: Class 32 contains 473 members 
Mstep: Class 33 contains 8373 members 
Mstep: Class 34 contains 36515 members 
Mstep: Class 35 contains 12261 members 
Mstep: Class 36 contains 58461 members 
Mstep: Class 37 contains 15697 members 
Mstep: Class 38 contains 16749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133626232.000000 Penalty: 131742.687500
Iteration 58Q: 39 clusters Score -1.336262e+08 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 54058 members 
Mstep: Class 3 contains 15677 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 41105 members 
Mstep: Class 6 contains 7870 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 22824 members 
Mstep: Class 9 contains 102371 members 
Mstep: Class 10 contains 24004 members 
Mstep: Class 11 contains 11024 members 
Mstep: Class 12 contains 17995 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 16 contains 898 members 
Mstep: Class 17 contains 181546 members 
Mstep: Class 18 contains 19681 members 
Mstep: Class 19 contains 52727 members 
Mstep: Class 20 contains 13294 members 
Mstep: Class 21 contains 10399 members 
Mstep: Class 22 contains 7142 members 
Mstep: Class 23 contains 13352 members 
Mstep: Class 24 contains 34463 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 26 contains 108689 members 
Mstep: Class 27 contains 173837 members 
Mstep: Class 28 contains 16471 members 
Mstep: Class 29 contains 57448 members 
Mstep: Class 30 contains 8724 members 
Mstep: Class 31 contains 449 members 
Mstep: Class 32 contains 472 members 
Mstep: Class 33 contains 8383 members 
Mstep: Class 34 contains 36785 members 
Mstep: Class 35 contains 12273 members 
Mstep: Class 36 contains 58232 members 
Mstep: Class 37 contains 15664 members 
Mstep: Class 38 contains 16733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133626656.000000 Penalty: 131742.687500
Iteration 59Q: 39 clusters Score -1.336267e+08 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 54000 members 
Mstep: Class 3 contains 15664 members 
Mstep: Class 4 contains 3094 members 
Mstep: Class 5 contains 41303 members 
Mstep: Class 6 contains 7949 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 22828 members 
Mstep: Class 9 contains 104137 members 
Mstep: Class 10 contains 24363 members 
Mstep: Class 11 contains 11003 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 898 members 
Mstep: Class 17 contains 181545 members 
Mstep: Class 18 contains 19670 members 
Mstep: Class 19 contains 52671 members 
Mstep: Class 20 contains 13274 members 
Mstep: Class 21 contains 10425 members 
Mstep: Class 22 contains 7150 members 
Mstep: Class 23 contains 13358 members 
Mstep: Class 24 contains 34281 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 26 contains 107815 members 
Mstep: Class 27 contains 172700 members 
Mstep: Class 28 contains 16520 members 
Mstep: Class 29 contains 57322 members 
Mstep: Class 30 contains 8677 members 
Mstep: Class 31 contains 449 members 
Mstep: Class 32 contains 472 members 
Mstep: Class 33 contains 8392 members 
Mstep: Class 34 contains 37020 members 
Mstep: Class 35 contains 12283 members 
Mstep: Class 36 contains 58009 members 
Mstep: Class 37 contains 15633 members 
Mstep: Class 38 contains 16747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133628336.000000 Penalty: 131742.687500
Iteration 60F: 39 clusters Score -1.336283e+08 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 53912 members 
Mstep: Class 3 contains 15651 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 41471 members 
Mstep: Class 6 contains 8040 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 22819 members 
Mstep: Class 9 contains 106156 members 
Mstep: Class 10 contains 24733 members 
Mstep: Class 11 contains 10996 members 
Mstep: Class 12 contains 17967 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 885 members 
Mstep: Class 17 contains 181549 members 
Mstep: Class 18 contains 19664 members 
Mstep: Class 19 contains 52619 members 
Mstep: Class 20 contains 13248 members 
Mstep: Class 21 contains 10448 members 
Mstep: Class 22 contains 7158 members 
Mstep: Class 23 contains 13366 members 
Mstep: Class 24 contains 34130 members 
Mstep: Class 25 contains 5308 members 
Mstep: Class 26 contains 106878 members 
Mstep: Class 27 contains 171350 members 
Mstep: Class 28 contains 16560 members 
Mstep: Class 29 contains 57217 members 
Mstep: Class 30 contains 8459 members 
Mstep: Class 31 contains 449 members 
Mstep: Class 32 contains 473 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 37233 members 
Mstep: Class 35 contains 12298 members 
Mstep: Class 36 contains 57792 members 
Mstep: Class 37 contains 15610 members 
Mstep: Class 38 contains 16763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133630136.000000 Penalty: 131742.687500
Iteration 61Q: 39 clusters Score -1.336301e+08 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 53826 members 
Mstep: Class 3 contains 15635 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 41607 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 22852 members 
Mstep: Class 9 contains 108370 members 
Mstep: Class 10 contains 25110 members 
Mstep: Class 11 contains 11002 members 
Mstep: Class 12 contains 17965 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 885 members 
Mstep: Class 17 contains 181565 members 
Mstep: Class 18 contains 19666 members 
Mstep: Class 19 contains 52587 members 
Mstep: Class 20 contains 13227 members 
Mstep: Class 21 contains 10458 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 13369 members 
Mstep: Class 24 contains 33982 members 
Mstep: Class 25 contains 5308 members 
Mstep: Class 26 contains 105974 members 
Mstep: Class 27 contains 169797 members 
Mstep: Class 28 contains 16590 members 
Mstep: Class 29 contains 57064 members 
Mstep: Class 30 contains 8360 members 
Mstep: Class 31 contains 449 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8424 members 
Mstep: Class 34 contains 37392 members 
Mstep: Class 35 contains 12310 members 
Mstep: Class 36 contains 57622 members 
Mstep: Class 37 contains 15592 members 
Mstep: Class 38 contains 16761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133631208.000000 Penalty: 131742.687500
Iteration 62Q: 39 clusters Score -1.336312e+08 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 53743 members 
Mstep: Class 3 contains 15629 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 41736 members 
Mstep: Class 6 contains 8193 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 22854 members 
Mstep: Class 9 contains 110778 members 
Mstep: Class 10 contains 25520 members 
Mstep: Class 11 contains 11014 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 2621 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 181577 members 
Mstep: Class 18 contains 19669 members 
Mstep: Class 19 contains 52558 members 
Mstep: Class 20 contains 13205 members 
Mstep: Class 21 contains 10471 members 
Mstep: Class 22 contains 7176 members 
Mstep: Class 23 contains 13370 members 
Mstep: Class 24 contains 33836 members 
Mstep: Class 25 contains 5308 members 
Mstep: Class 26 contains 105057 members 
Mstep: Class 27 contains 168059 members 
Mstep: Class 28 contains 16618 members 
Mstep: Class 29 contains 56900 members 
Mstep: Class 30 contains 8291 members 
Mstep: Class 31 contains 449 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8441 members 
Mstep: Class 34 contains 37527 members 
Mstep: Class 35 contains 12332 members 
Mstep: Class 36 contains 57473 members 
Mstep: Class 37 contains 15578 members 
Mstep: Class 38 contains 16760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133632568.000000 Penalty: 131742.687500
Iteration 63Q: 39 clusters Score -1.336326e+08 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 53667 members 
Mstep: Class 3 contains 15621 members 
Mstep: Class 4 contains 3302 members 
Mstep: Class 5 contains 41855 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 22876 members 
Mstep: Class 9 contains 113378 members 
Mstep: Class 10 contains 25943 members 
Mstep: Class 11 contains 11029 members 
Mstep: Class 12 contains 17945 members 
Mstep: Class 13 contains 3798 members 
Mstep: Class 14 contains 1039 members 
Mstep: Class 15 contains 2654 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 181625 members 
Mstep: Class 18 contains 19659 members 
Mstep: Class 19 contains 52526 members 
Mstep: Class 20 contains 13182 members 
Mstep: Class 21 contains 10481 members 
Mstep: Class 22 contains 7181 members 
Mstep: Class 23 contains 13369 members 
Mstep: Class 24 contains 33707 members 
Mstep: Class 25 contains 5308 members 
Mstep: Class 26 contains 104142 members 
Mstep: Class 27 contains 166086 members 
Mstep: Class 28 contains 16647 members 
Mstep: Class 29 contains 56721 members 
Mstep: Class 30 contains 8245 members 
Mstep: Class 31 contains 450 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8469 members 
Mstep: Class 34 contains 37631 members 
Mstep: Class 35 contains 12347 members 
Mstep: Class 36 contains 57335 members 
Mstep: Class 37 contains 15562 members 
Mstep: Class 38 contains 16770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133633744.000000 Penalty: 131742.687500
Iteration 64Q: 39 clusters Score -1.336337e+08 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 53595 members 
Mstep: Class 3 contains 15619 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 41949 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 22888 members 
Mstep: Class 9 contains 116155 members 
Mstep: Class 10 contains 26361 members 
Mstep: Class 11 contains 11045 members 
Mstep: Class 12 contains 17936 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 2690 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 181666 members 
Mstep: Class 18 contains 19642 members 
Mstep: Class 19 contains 52497 members 
Mstep: Class 20 contains 13165 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7186 members 
Mstep: Class 23 contains 13370 members 
Mstep: Class 24 contains 33611 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 26 contains 103212 members 
Mstep: Class 27 contains 163928 members 
Mstep: Class 28 contains 16670 members 
Mstep: Class 29 contains 56568 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 452 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 37733 members 
Mstep: Class 35 contains 12362 members 
Mstep: Class 36 contains 57210 members 
Mstep: Class 37 contains 15551 members 
Mstep: Class 38 contains 16784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133635064.000000 Penalty: 131742.687500
Iteration 65Q: 39 clusters Score -1.336351e+08 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 53523 members 
Mstep: Class 3 contains 15618 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 42037 members 
Mstep: Class 6 contains 8384 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 22934 members 
Mstep: Class 9 contains 119117 members 
Mstep: Class 10 contains 26778 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 12 contains 17940 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 181708 members 
Mstep: Class 18 contains 19638 members 
Mstep: Class 19 contains 52477 members 
Mstep: Class 20 contains 13142 members 
Mstep: Class 21 contains 10491 members 
Mstep: Class 22 contains 7183 members 
Mstep: Class 23 contains 13370 members 
Mstep: Class 24 contains 33526 members 
Mstep: Class 25 contains 5306 members 
Mstep: Class 26 contains 102323 members 
Mstep: Class 27 contains 161488 members 
Mstep: Class 28 contains 16685 members 
Mstep: Class 29 contains 56391 members 
Mstep: Class 30 contains 8161 members 
Mstep: Class 31 contains 452 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8503 members 
Mstep: Class 34 contains 37838 members 
Mstep: Class 35 contains 12385 members 
Mstep: Class 36 contains 57135 members 
Mstep: Class 37 contains 15545 members 
Mstep: Class 38 contains 16782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133636336.000000 Penalty: 131742.687500
Iteration 66Q: 39 clusters Score -1.336363e+08 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 53425 members 
Mstep: Class 3 contains 15615 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 42153 members 
Mstep: Class 6 contains 8416 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 22959 members 
Mstep: Class 9 contains 122357 members 
Mstep: Class 10 contains 27261 members 
Mstep: Class 11 contains 11086 members 
Mstep: Class 12 contains 17936 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 2756 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 181750 members 
Mstep: Class 18 contains 19619 members 
Mstep: Class 19 contains 52452 members 
Mstep: Class 20 contains 13123 members 
Mstep: Class 21 contains 10482 members 
Mstep: Class 22 contains 7187 members 
Mstep: Class 23 contains 13372 members 
Mstep: Class 24 contains 33448 members 
Mstep: Class 25 contains 5304 members 
Mstep: Class 26 contains 101445 members 
Mstep: Class 27 contains 158756 members 
Mstep: Class 28 contains 16700 members 
Mstep: Class 29 contains 56208 members 
Mstep: Class 30 contains 8125 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8520 members 
Mstep: Class 34 contains 37918 members 
Mstep: Class 35 contains 12404 members 
Mstep: Class 36 contains 57095 members 
Mstep: Class 37 contains 15535 members 
Mstep: Class 38 contains 16784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133638760.000000 Penalty: 131742.687500
Iteration 67Q: 39 clusters Score -1.336388e+08 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 53341 members 
Mstep: Class 3 contains 15608 members 
Mstep: Class 4 contains 3320 members 
Mstep: Class 5 contains 42227 members 
Mstep: Class 6 contains 8453 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 22986 members 
Mstep: Class 9 contains 125716 members 
Mstep: Class 10 contains 27729 members 
Mstep: Class 11 contains 11109 members 
Mstep: Class 12 contains 17943 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 2794 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 181804 members 
Mstep: Class 18 contains 19614 members 
Mstep: Class 19 contains 52427 members 
Mstep: Class 20 contains 13105 members 
Mstep: Class 21 contains 10487 members 
Mstep: Class 22 contains 7198 members 
Mstep: Class 23 contains 13373 members 
Mstep: Class 24 contains 33386 members 
Mstep: Class 25 contains 5303 members 
Mstep: Class 26 contains 100638 members 
Mstep: Class 27 contains 155793 members 
Mstep: Class 28 contains 16715 members 
Mstep: Class 29 contains 56020 members 
Mstep: Class 30 contains 8087 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8531 members 
Mstep: Class 34 contains 37995 members 
Mstep: Class 35 contains 12429 members 
Mstep: Class 36 contains 57080 members 
Mstep: Class 37 contains 15523 members 
Mstep: Class 38 contains 16772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133640376.000000 Penalty: 131742.687500
Iteration 68Q: 39 clusters Score -1.336404e+08 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 53247 members 
Mstep: Class 3 contains 15606 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 42264 members 
Mstep: Class 6 contains 8487 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 23018 members 
Mstep: Class 9 contains 129387 members 
Mstep: Class 10 contains 28172 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 17943 members 
Mstep: Class 13 contains 3789 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 181859 members 
Mstep: Class 18 contains 19620 members 
Mstep: Class 19 contains 52408 members 
Mstep: Class 20 contains 13083 members 
Mstep: Class 21 contains 10482 members 
Mstep: Class 22 contains 7195 members 
Mstep: Class 23 contains 13372 members 
Mstep: Class 24 contains 33340 members 
Mstep: Class 25 contains 5301 members 
Mstep: Class 26 contains 99885 members 
Mstep: Class 27 contains 152581 members 
Mstep: Class 28 contains 16724 members 
Mstep: Class 29 contains 55813 members 
Mstep: Class 30 contains 8042 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8532 members 
Mstep: Class 34 contains 38045 members 
Mstep: Class 35 contains 12460 members 
Mstep: Class 36 contains 57074 members 
Mstep: Class 37 contains 15505 members 
Mstep: Class 38 contains 16770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133642656.000000 Penalty: 131742.687500
Iteration 69Q: 39 clusters Score -1.336427e+08 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 53166 members 
Mstep: Class 3 contains 15604 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 42318 members 
Mstep: Class 6 contains 8523 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 23039 members 
Mstep: Class 9 contains 133136 members 
Mstep: Class 10 contains 28576 members 
Mstep: Class 11 contains 11144 members 
Mstep: Class 12 contains 17947 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 2886 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 181933 members 
Mstep: Class 18 contains 19629 members 
Mstep: Class 19 contains 52389 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 10483 members 
Mstep: Class 22 contains 7197 members 
Mstep: Class 23 contains 13372 members 
Mstep: Class 24 contains 33300 members 
Mstep: Class 25 contains 5300 members 
Mstep: Class 26 contains 99109 members 
Mstep: Class 27 contains 149302 members 
Mstep: Class 28 contains 16733 members 
Mstep: Class 29 contains 55592 members 
Mstep: Class 30 contains 7993 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8529 members 
Mstep: Class 34 contains 38100 members 
Mstep: Class 35 contains 12499 members 
Mstep: Class 36 contains 57068 members 
Mstep: Class 37 contains 15489 members 
Mstep: Class 38 contains 16767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133644568.000000 Penalty: 131742.687500
Iteration 70Q: 39 clusters Score -1.336446e+08 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 53043 members 
Mstep: Class 3 contains 15597 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 42379 members 
Mstep: Class 6 contains 8567 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 23073 members 
Mstep: Class 9 contains 137027 members 
Mstep: Class 10 contains 28951 members 
Mstep: Class 11 contains 11162 members 
Mstep: Class 12 contains 17949 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 182019 members 
Mstep: Class 18 contains 19622 members 
Mstep: Class 19 contains 52382 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 10490 members 
Mstep: Class 22 contains 7204 members 
Mstep: Class 23 contains 13373 members 
Mstep: Class 24 contains 33252 members 
Mstep: Class 25 contains 5300 members 
Mstep: Class 26 contains 98330 members 
Mstep: Class 27 contains 145979 members 
Mstep: Class 28 contains 16738 members 
Mstep: Class 29 contains 55353 members 
Mstep: Class 30 contains 7950 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8536 members 
Mstep: Class 34 contains 38118 members 
Mstep: Class 35 contains 12529 members 
Mstep: Class 36 contains 57046 members 
Mstep: Class 37 contains 15479 members 
Mstep: Class 38 contains 16774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133646240.000000 Penalty: 131742.687500
Iteration 71Q: 39 clusters Score -1.336462e+08 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 52956 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 42430 members 
Mstep: Class 6 contains 8603 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 23102 members 
Mstep: Class 9 contains 140824 members 
Mstep: Class 10 contains 29308 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 17957 members 
Mstep: Class 13 contains 3789 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 182105 members 
Mstep: Class 18 contains 19620 members 
Mstep: Class 19 contains 52374 members 
Mstep: Class 20 contains 12988 members 
Mstep: Class 21 contains 10498 members 
Mstep: Class 22 contains 7206 members 
Mstep: Class 23 contains 13378 members 
Mstep: Class 24 contains 33216 members 
Mstep: Class 25 contains 5300 members 
Mstep: Class 26 contains 97622 members 
Mstep: Class 27 contains 142648 members 
Mstep: Class 28 contains 16751 members 
Mstep: Class 29 contains 55110 members 
Mstep: Class 30 contains 7892 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8543 members 
Mstep: Class 34 contains 38145 members 
Mstep: Class 35 contains 12574 members 
Mstep: Class 36 contains 57039 members 
Mstep: Class 37 contains 15464 members 
Mstep: Class 38 contains 16774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133648152.000000 Penalty: 131742.687500
Iteration 72Q: 39 clusters Score -1.336482e+08 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 52875 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 3320 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 23119 members 
Mstep: Class 9 contains 144556 members 
Mstep: Class 10 contains 29632 members 
Mstep: Class 11 contains 11199 members 
Mstep: Class 12 contains 17955 members 
Mstep: Class 13 contains 3786 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 182190 members 
Mstep: Class 18 contains 19630 members 
Mstep: Class 19 contains 52363 members 
Mstep: Class 20 contains 12949 members 
Mstep: Class 21 contains 10505 members 
Mstep: Class 22 contains 7204 members 
Mstep: Class 23 contains 13380 members 
Mstep: Class 24 contains 33179 members 
Mstep: Class 25 contains 5298 members 
Mstep: Class 26 contains 96997 members 
Mstep: Class 27 contains 139340 members 
Mstep: Class 28 contains 16755 members 
Mstep: Class 29 contains 54880 members 
Mstep: Class 30 contains 7824 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8547 members 
Mstep: Class 34 contains 38177 members 
Mstep: Class 35 contains 12624 members 
Mstep: Class 36 contains 57011 members 
Mstep: Class 37 contains 15454 members 
Mstep: Class 38 contains 16779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133649392.000000 Penalty: 131742.687500
Iteration 73Q: 39 clusters Score -1.336494e+08 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 52786 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 42505 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 23129 members 
Mstep: Class 9 contains 148228 members 
Mstep: Class 10 contains 29836 members 
Mstep: Class 11 contains 11220 members 
Mstep: Class 12 contains 17959 members 
Mstep: Class 13 contains 3785 members 
Mstep: Class 14 contains 1054 members 
Mstep: Class 15 contains 3119 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 182274 members 
Mstep: Class 18 contains 19635 members 
Mstep: Class 19 contains 52355 members 
Mstep: Class 20 contains 12902 members 
Mstep: Class 21 contains 10500 members 
Mstep: Class 22 contains 7202 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33146 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 96452 members 
Mstep: Class 27 contains 136171 members 
Mstep: Class 28 contains 16757 members 
Mstep: Class 29 contains 54640 members 
Mstep: Class 30 contains 7754 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8547 members 
Mstep: Class 34 contains 38210 members 
Mstep: Class 35 contains 12686 members 
Mstep: Class 36 contains 56999 members 
Mstep: Class 37 contains 15439 members 
Mstep: Class 38 contains 16783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133651032.000000 Penalty: 131742.687500
Iteration 74Q: 39 clusters Score -1.33651e+08 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 52724 members 
Mstep: Class 3 contains 15594 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 42546 members 
Mstep: Class 6 contains 8703 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 23146 members 
Mstep: Class 9 contains 151657 members 
Mstep: Class 10 contains 30052 members 
Mstep: Class 11 contains 11250 members 
Mstep: Class 12 contains 17965 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 3181 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 182325 members 
Mstep: Class 18 contains 19634 members 
Mstep: Class 19 contains 52351 members 
Mstep: Class 20 contains 12853 members 
Mstep: Class 21 contains 10503 members 
Mstep: Class 22 contains 7212 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33126 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 95901 members 
Mstep: Class 27 contains 133192 members 
Mstep: Class 28 contains 16766 members 
Mstep: Class 29 contains 54426 members 
Mstep: Class 30 contains 7687 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8548 members 
Mstep: Class 34 contains 38239 members 
Mstep: Class 35 contains 12764 members 
Mstep: Class 36 contains 56959 members 
Mstep: Class 37 contains 15426 members 
Mstep: Class 38 contains 16769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133652776.000000 Penalty: 131742.687500
Iteration 75Q: 39 clusters Score -1.336528e+08 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 52671 members 
Mstep: Class 3 contains 15593 members 
Mstep: Class 4 contains 3326 members 
Mstep: Class 5 contains 42576 members 
Mstep: Class 6 contains 8737 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 23159 members 
Mstep: Class 9 contains 154941 members 
Mstep: Class 10 contains 30249 members 
Mstep: Class 11 contains 11291 members 
Mstep: Class 12 contains 17965 members 
Mstep: Class 13 contains 3784 members 
Mstep: Class 14 contains 1056 members 
Mstep: Class 15 contains 3261 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 182381 members 
Mstep: Class 18 contains 19640 members 
Mstep: Class 19 contains 52349 members 
Mstep: Class 20 contains 12810 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7218 members 
Mstep: Class 23 contains 13380 members 
Mstep: Class 24 contains 33113 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 95381 members 
Mstep: Class 27 contains 130370 members 
Mstep: Class 28 contains 16775 members 
Mstep: Class 29 contains 54210 members 
Mstep: Class 30 contains 7606 members 
Mstep: Class 31 contains 454 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8547 members 
Mstep: Class 34 contains 38262 members 
Mstep: Class 35 contains 12829 members 
Mstep: Class 36 contains 56904 members 
Mstep: Class 37 contains 15414 members 
Mstep: Class 38 contains 16753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133653680.000000 Penalty: 131742.687500
Iteration 76Q: 39 clusters Score -1.336537e+08 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 52671 members 
Mstep: Class 3 contains 15597 members 
Mstep: Class 4 contains 3329 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23175 members 
Mstep: Class 9 contains 158112 members 
Mstep: Class 10 contains 30378 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 17963 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 3327 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 182440 members 
Mstep: Class 18 contains 19640 members 
Mstep: Class 19 contains 52347 members 
Mstep: Class 20 contains 12770 members 
Mstep: Class 21 contains 10494 members 
Mstep: Class 22 contains 7234 members 
Mstep: Class 23 contains 13379 members 
Mstep: Class 24 contains 33097 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 94837 members 
Mstep: Class 27 contains 127661 members 
Mstep: Class 28 contains 16787 members 
Mstep: Class 29 contains 54023 members 
Mstep: Class 30 contains 7541 members 
Mstep: Class 31 contains 454 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8552 members 
Mstep: Class 34 contains 38276 members 
Mstep: Class 35 contains 12879 members 
Mstep: Class 36 contains 56846 members 
Mstep: Class 37 contains 15396 members 
Mstep: Class 38 contains 16743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133655032.000000 Penalty: 131742.687500
Iteration 77Q: 39 clusters Score -1.33655e+08 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 52677 members 
Mstep: Class 3 contains 15596 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 42645 members 
Mstep: Class 6 contains 8808 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23176 members 
Mstep: Class 9 contains 161068 members 
Mstep: Class 10 contains 30427 members 
Mstep: Class 11 contains 11365 members 
Mstep: Class 12 contains 17967 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 1054 members 
Mstep: Class 15 contains 3392 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 182470 members 
Mstep: Class 18 contains 19630 members 
Mstep: Class 19 contains 52352 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 10491 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 13380 members 
Mstep: Class 24 contains 33086 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 94341 members 
Mstep: Class 27 contains 125170 members 
Mstep: Class 28 contains 16799 members 
Mstep: Class 29 contains 53885 members 
Mstep: Class 30 contains 7473 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8552 members 
Mstep: Class 34 contains 38283 members 
Mstep: Class 35 contains 12923 members 
Mstep: Class 36 contains 56819 members 
Mstep: Class 37 contains 15379 members 
Mstep: Class 38 contains 16729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133655736.000000 Penalty: 131742.687500
Iteration 78Q: 39 clusters Score -1.336557e+08 nChanged 4677
Entering ConstructFrom: 
Score: -133655736.000000 Penalty: 131742.687500
Entering ConstructFrom: 
Trying to split cluster 1 (14835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Entering Unmasked Estep 
Score: -1703515.375000 Penalty: 2381.976807
	Iteration 0F: 2 clusters Score -1703515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1692832.625000 Penalty: 4763.953613
	Iteration 0F: 3 clusters Score -1692833 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1696390.000000 Penalty: 4763.953613
	Iteration 1F: 3 clusters Score -1696390 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1697064.125000 Penalty: 4763.953613
	Iteration 2F: 3 clusters Score -1697064 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1697703.500000 Penalty: 4763.953613
	Iteration 3F: 3 clusters Score -1697704 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1698281.875000 Penalty: 4763.953613
	Iteration 4F: 3 clusters Score -1698282 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1698852.000000 Penalty: 4763.953613
	Iteration 5F: 3 clusters Score -1698852 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1699426.250000 Penalty: 4763.953613
	Iteration 6F: 3 clusters Score -1699426 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1699959.625000 Penalty: 4763.953613
	Iteration 7F: 3 clusters Score -1699960 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1700350.250000 Penalty: 4763.953613
	Iteration 8Q: 3 clusters Score -1700350 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1700609.875000 Penalty: 4763.953613
	Iteration 9Q: 3 clusters Score -1700610 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1700749.125000 Penalty: 4763.953613
	Iteration 10Q: 3 clusters Score -1700749 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1700855.000000 Penalty: 4763.953613
	Iteration 11Q: 3 clusters Score -1700855 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1700914.625000 Penalty: 4763.953613
	Iteration 12Q: 3 clusters Score -1700915 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1700959.500000 Penalty: 4763.953613
	Iteration 13Q: 3 clusters Score -1700960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1700995.000000 Penalty: 4763.953613
	Iteration 14Q: 3 clusters Score -1700995 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1701028.875000 Penalty: 4763.953613
	Iteration 15Q: 3 clusters Score -1701029 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1701069.500000 Penalty: 4763.953613
	Iteration 16Q: 3 clusters Score -1701070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1701106.875000 Penalty: 4763.953613
	Iteration 17Q: 3 clusters Score -1701107 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1701152.625000 Penalty: 4763.953613
	Iteration 18Q: 3 clusters Score -1701153 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1701196.500000 Penalty: 4763.953613
	Iteration 19Q: 3 clusters Score -1701196 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1701251.625000 Penalty: 4763.953613
	Iteration 20F: 3 clusters Score -1701252 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1701287.750000 Penalty: 4763.953613
	Iteration 21Q: 3 clusters Score -1701288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1701317.500000 Penalty: 4763.953613
	Iteration 22Q: 3 clusters Score -1701318 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1701344.750000 Penalty: 4763.953613
	Iteration 23Q: 3 clusters Score -1701345 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1701366.625000 Penalty: 4763.953613
	Iteration 24Q: 3 clusters Score -1701367 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1701390.375000 Penalty: 4763.953613
	Iteration 25Q: 3 clusters Score -1701390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1701403.875000 Penalty: 4763.953613
	Iteration 26Q: 3 clusters Score -1701404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1701412.500000 Penalty: 4763.953613
	Iteration 27Q: 3 clusters Score -1701412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1701418.875000 Penalty: 4763.953613
	Iteration 28Q: 3 clusters Score -1701419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1701425.875000 Penalty: 4763.953613
	Iteration 29Q: 3 clusters Score -1701426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1701439.500000 Penalty: 4763.953613
	Iteration 30Q: 3 clusters Score -1701440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1701445.625000 Penalty: 4763.953613
	Iteration 31Q: 3 clusters Score -1701446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1701453.750000 Penalty: 4763.953613
	Iteration 32Q: 3 clusters Score -1701454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1701460.875000 Penalty: 4763.953613
	Iteration 33Q: 3 clusters Score -1701461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1701463.750000 Penalty: 4763.953613
	Iteration 34Q: 3 clusters Score -1701464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1701469.000000 Penalty: 4763.953613
	Iteration 35Q: 3 clusters Score -1701469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1701475.000000 Penalty: 4763.953613
	Iteration 36Q: 3 clusters Score -1701475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1701475.750000 Penalty: 4763.953613
	Iteration 37Q: 3 clusters Score -1701476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1701477.250000 Penalty: 4763.953613
	Iteration 38Q: 3 clusters Score -1701477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1701481.750000 Penalty: 4763.953613
	Iteration 39Q: 3 clusters Score -1701482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1701488.000000 Penalty: 4763.953613
	Iteration 40F: 3 clusters Score -1701488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1701488.875000 Penalty: 4763.953613
	Iteration 41Q: 3 clusters Score -1701489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1701489.000000 Penalty: 4763.953613
	Iteration 42Q: 3 clusters Score -1701489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1701492.125000 Penalty: 4763.953613
	Iteration 43Q: 3 clusters Score -1701492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1701493.250000 Penalty: 4763.953613
	Iteration 44Q: 3 clusters Score -1701493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1701496.625000 Penalty: 4763.953613
	Iteration 45Q: 3 clusters Score -1701497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1701498.250000 Penalty: 4763.953613
	Iteration 46Q: 3 clusters Score -1701498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1701496.125000 Penalty: 4763.953613
	Iteration 47Q: 3 clusters Score -1701496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1701494.625000 Penalty: 4763.953613
	Iteration 48Q: 3 clusters Score -1701495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1701495.250000 Penalty: 4763.953613
	Iteration 49Q: 3 clusters Score -1701495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1701494.875000 Penalty: 4763.953613
	Iteration 50Q: 3 clusters Score -1701495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1701494.625000 Penalty: 4763.953613
	Iteration 51Q: 3 clusters Score -1701495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1701496.500000 Penalty: 4763.953613
	Iteration 52Q: 3 clusters Score -1701496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1701498.750000 Penalty: 4763.953613
	Iteration 53Q: 3 clusters Score -1701499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1701497.125000 Penalty: 4763.953613
	Iteration 54Q: 3 clusters Score -1701497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1701497.875000 Penalty: 4763.953613
	Iteration 55Q: 3 clusters Score -1701498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1701497.000000 Penalty: 4763.953613
	Iteration 56Q: 3 clusters Score -1701497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1701499.375000 Penalty: 4763.953613
	Iteration 57Q: 3 clusters Score -1701499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1701500.125000 Penalty: 4763.953613
	Iteration 58Q: 3 clusters Score -1701500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1701499.750000 Penalty: 4763.953613
	Iteration 59Q: 3 clusters Score -1701500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1701497.875000 Penalty: 4763.953613
	Iteration 60F: 3 clusters Score -1701498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1701499.500000 Penalty: 4763.953613
	Iteration 61Q: 3 clusters Score -1701500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1701501.875000 Penalty: 4763.953613
	Iteration 62Q: 3 clusters Score -1701502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1701501.875000 Penalty: 4763.953613
	Iteration 63F: 3 clusters Score -1701502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Entering Unmasked Estep 
Score: -5644914.000000 Penalty: 2696.197266
	Iteration 0F: 2 clusters Score -5644914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5609599.000000 Penalty: 5392.394531
	Iteration 0F: 3 clusters Score -5609599 nChanged 24222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -5623420.500000 Penalty: 5392.394531
	Iteration 1F: 3 clusters Score -5623420 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -5624452.000000 Penalty: 5392.394531
	Iteration 2Q: 3 clusters Score -5624452 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -5625622.500000 Penalty: 5392.394531
	Iteration 3F: 3 clusters Score -5625622 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5626819.500000 Penalty: 5392.394531
	Iteration 4F: 3 clusters Score -5626820 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -5628097.000000 Penalty: 5392.394531
	Iteration 5F: 3 clusters Score -5628097 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -5629538.500000 Penalty: 5392.394531
	Iteration 6F: 3 clusters Score -5629538 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -5630880.000000 Penalty: 5392.394531
	Iteration 7F: 3 clusters Score -5630880 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -5632232.500000 Penalty: 5392.394531
	Iteration 8Q: 3 clusters Score -5632232 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -5633600.000000 Penalty: 5392.394531
	Iteration 9Q: 3 clusters Score -5633600 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -5634887.000000 Penalty: 5392.394531
	Iteration 10Q: 3 clusters Score -5634887 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -5635957.000000 Penalty: 5392.394531
	Iteration 11Q: 3 clusters Score -5635957 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -5636788.000000 Penalty: 5392.394531
	Iteration 12Q: 3 clusters Score -5636788 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -5637379.500000 Penalty: 5392.394531
	Iteration 13Q: 3 clusters Score -5637380 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -5637748.000000 Penalty: 5392.394531
	Iteration 14Q: 3 clusters Score -5637748 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -5637983.000000 Penalty: 5392.394531
	Iteration 15Q: 3 clusters Score -5637983 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -5638189.000000 Penalty: 5392.394531
	Iteration 16Q: 3 clusters Score -5638189 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -5638394.500000 Penalty: 5392.394531
	Iteration 17Q: 3 clusters Score -5638394 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -5638518.500000 Penalty: 5392.394531
	Iteration 18Q: 3 clusters Score -5638518 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -5638697.500000 Penalty: 5392.394531
	Iteration 19Q: 3 clusters Score -5638698 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5638839.000000 Penalty: 5392.394531
	Iteration 20F: 3 clusters Score -5638839 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -5638943.000000 Penalty: 5392.394531
	Iteration 21Q: 3 clusters Score -5638943 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -5639127.500000 Penalty: 5392.394531
	Iteration 22Q: 3 clusters Score -5639128 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -5639307.500000 Penalty: 5392.394531
	Iteration 23Q: 3 clusters Score -5639308 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5639561.000000 Penalty: 5392.394531
	Iteration 24Q: 3 clusters Score -5639561 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -5639799.000000 Penalty: 5392.394531
	Iteration 25Q: 3 clusters Score -5639799 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5640065.000000 Penalty: 5392.394531
	Iteration 26Q: 3 clusters Score -5640065 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5640362.000000 Penalty: 5392.394531
	Iteration 27Q: 3 clusters Score -5640362 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -5640615.000000 Penalty: 5392.394531
	Iteration 28Q: 3 clusters Score -5640615 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -5640860.500000 Penalty: 5392.394531
	Iteration 29Q: 3 clusters Score -5640860 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -5641115.000000 Penalty: 5392.394531
	Iteration 30Q: 3 clusters Score -5641115 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5641291.000000 Penalty: 5392.394531
	Iteration 31Q: 3 clusters Score -5641291 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -5641468.000000 Penalty: 5392.394531
	Iteration 32Q: 3 clusters Score -5641468 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -5641642.500000 Penalty: 5392.394531
	Iteration 33Q: 3 clusters Score -5641642 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -5641776.000000 Penalty: 5392.394531
	Iteration 34Q: 3 clusters Score -5641776 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -5641930.500000 Penalty: 5392.394531
	Iteration 35Q: 3 clusters Score -5641930 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -5642070.500000 Penalty: 5392.394531
	Iteration 36Q: 3 clusters Score -5642070 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -5642203.500000 Penalty: 5392.394531
	Iteration 37Q: 3 clusters Score -5642204 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -5642304.500000 Penalty: 5392.394531
	Iteration 38Q: 3 clusters Score -5642304 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -5642392.500000 Penalty: 5392.394531
	Iteration 39Q: 3 clusters Score -5642392 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -5642488.000000 Penalty: 5392.394531
	Iteration 40F: 3 clusters Score -5642488 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -5642577.000000 Penalty: 5392.394531
	Iteration 41Q: 3 clusters Score -5642577 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -5642681.500000 Penalty: 5392.394531
	Iteration 42Q: 3 clusters Score -5642682 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -5642732.500000 Penalty: 5392.394531
	Iteration 43Q: 3 clusters Score -5642732 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -5642797.000000 Penalty: 5392.394531
	Iteration 44Q: 3 clusters Score -5642797 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -5642829.000000 Penalty: 5392.394531
	Iteration 45Q: 3 clusters Score -5642829 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -5642876.500000 Penalty: 5392.394531
	Iteration 46Q: 3 clusters Score -5642876 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -5642925.500000 Penalty: 5392.394531
	Iteration 47Q: 3 clusters Score -5642926 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -5642968.500000 Penalty: 5392.394531
	Iteration 48Q: 3 clusters Score -5642968 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -5643006.000000 Penalty: 5392.394531
	Iteration 49Q: 3 clusters Score -5643006 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -5643062.000000 Penalty: 5392.394531
	Iteration 50Q: 3 clusters Score -5643062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -5643095.500000 Penalty: 5392.394531
	Iteration 51Q: 3 clusters Score -5643096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -5643132.000000 Penalty: 5392.394531
	Iteration 52Q: 3 clusters Score -5643132 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -5643158.500000 Penalty: 5392.394531
	Iteration 53Q: 3 clusters Score -5643158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -5643192.500000 Penalty: 5392.394531
	Iteration 54Q: 3 clusters Score -5643192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -5643211.500000 Penalty: 5392.394531
	Iteration 55Q: 3 clusters Score -5643212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -5643251.000000 Penalty: 5392.394531
	Iteration 56Q: 3 clusters Score -5643251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -5643271.500000 Penalty: 5392.394531
	Iteration 57Q: 3 clusters Score -5643272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -5643293.000000 Penalty: 5392.394531
	Iteration 58Q: 3 clusters Score -5643293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -5643300.000000 Penalty: 5392.394531
	Iteration 59Q: 3 clusters Score -5643300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -5643319.000000 Penalty: 5392.394531
	Iteration 60F: 3 clusters Score -5643319 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -5643331.000000 Penalty: 5392.394531
	Iteration 61Q: 3 clusters Score -5643331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -5643342.000000 Penalty: 5392.394531
	Iteration 62Q: 3 clusters Score -5643342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -5643344.000000 Penalty: 5392.394531
	Iteration 63Q: 3 clusters Score -5643344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -5643373.500000 Penalty: 5392.394531
	Iteration 64Q: 3 clusters Score -5643374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -5643392.000000 Penalty: 5392.394531
	Iteration 65Q: 3 clusters Score -5643392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -5643382.500000 Penalty: 5392.394531
	Iteration 66Q: 3 clusters Score -5643382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -5643381.000000 Penalty: 5392.394531
	Iteration 67Q: 3 clusters Score -5643381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -5643398.000000 Penalty: 5392.394531
	Iteration 68Q: 3 clusters Score -5643398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -5643412.000000 Penalty: 5392.394531
	Iteration 69Q: 3 clusters Score -5643412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -5643410.000000 Penalty: 5392.394531
	Iteration 70Q: 3 clusters Score -5643410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -5643406.500000 Penalty: 5392.394531
	Iteration 71Q: 3 clusters Score -5643406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -5643407.000000 Penalty: 5392.394531
	Iteration 72Q: 3 clusters Score -5643407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -5643414.500000 Penalty: 5392.394531
	Iteration 73Q: 3 clusters Score -5643414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -5643408.500000 Penalty: 5392.394531
	Iteration 74Q: 3 clusters Score -5643408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -5643404.000000 Penalty: 5392.394531
	Iteration 75Q: 3 clusters Score -5643404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -5643410.000000 Penalty: 5392.394531
	Iteration 76Q: 3 clusters Score -5643410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -5643417.500000 Penalty: 5392.394531
	Iteration 77Q: 3 clusters Score -5643418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -5643415.500000 Penalty: 5392.394531
	Iteration 78Q: 3 clusters Score -5643416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -5643414.000000 Penalty: 5392.394531
	Iteration 79Q: 3 clusters Score -5643414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -5643420.500000 Penalty: 5392.394531
	Iteration 80F: 3 clusters Score -5643420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -5643419.000000 Penalty: 5392.394531
	Iteration 81Q: 3 clusters Score -5643419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -5643431.000000 Penalty: 5392.394531
	Iteration 82Q: 3 clusters Score -5643431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -5643430.500000 Penalty: 5392.394531
	Iteration 83Q: 3 clusters Score -5643430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -5643429.000000 Penalty: 5392.394531
	Iteration 84Q: 3 clusters Score -5643429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -5643426.000000 Penalty: 5392.394531
	Iteration 85Q: 3 clusters Score -5643426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -5643433.500000 Penalty: 5392.394531
	Iteration 86Q: 3 clusters Score -5643434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -5643447.000000 Penalty: 5392.394531
	Iteration 87Q: 3 clusters Score -5643447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -5643440.000000 Penalty: 5392.394531
	Iteration 88Q: 3 clusters Score -5643440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -5643443.500000 Penalty: 5392.394531
	Iteration 89Q: 3 clusters Score -5643444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -5643448.000000 Penalty: 5392.394531
	Iteration 90Q: 3 clusters Score -5643448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -5643451.500000 Penalty: 5392.394531
	Iteration 91Q: 3 clusters Score -5643452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -5643451.000000 Penalty: 5392.394531
	Iteration 92Q: 3 clusters Score -5643451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -5643457.500000 Penalty: 5392.394531
	Iteration 93Q: 3 clusters Score -5643458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -5643457.500000 Penalty: 5392.394531
	Iteration 94Q: 3 clusters Score -5643458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -5643456.000000 Penalty: 5392.394531
	Iteration 95Q: 3 clusters Score -5643456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -5643461.500000 Penalty: 5392.394531
	Iteration 96Q: 3 clusters Score -5643462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -5643463.000000 Penalty: 5392.394531
	Iteration 97Q: 3 clusters Score -5643463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -5643462.500000 Penalty: 5392.394531
	Iteration 98Q: 3 clusters Score -5643462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -5643455.500000 Penalty: 5392.394531
	Iteration 99Q: 3 clusters Score -5643456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -5643467.500000 Penalty: 5392.394531
	Iteration 100F: 3 clusters Score -5643468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -5643466.500000 Penalty: 5392.394531
	Iteration 101Q: 3 clusters Score -5643466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -5643461.500000 Penalty: 5392.394531
	Iteration 102Q: 3 clusters Score -5643462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -5643461.500000 Penalty: 5392.394531
	Iteration 103F: 3 clusters Score -5643462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Entering Unmasked Estep 
Score: -1746973.500000 Penalty: 2394.382812
	Iteration 0F: 2 clusters Score -1746974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1735775.625000 Penalty: 4788.765625
	Iteration 0F: 3 clusters Score -1735776 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1739572.375000 Penalty: 4788.765625
	Iteration 1F: 3 clusters Score -1739572 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1740652.125000 Penalty: 4788.765625
	Iteration 2F: 3 clusters Score -1740652 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1742317.000000 Penalty: 4788.765625
	Iteration 3F: 3 clusters Score -1742317 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1745151.625000 Penalty: 4788.765625
	Iteration 4F: 3 clusters Score -1745152 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1748630.875000 Penalty: 4788.765625
	Iteration 5F: 3 clusters Score -1748631 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1751083.250000 Penalty: 4788.765625
	Iteration 6F: 3 clusters Score -1751083 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1751868.000000 Penalty: 4788.765625
	Iteration 7Q: 3 clusters Score -1751868 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1752002.500000 Penalty: 4788.765625
	Iteration 8Q: 3 clusters Score -1752002 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1752037.125000 Penalty: 4788.765625
	Iteration 9Q: 3 clusters Score -1752037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1752043.750000 Penalty: 4788.765625
	Iteration 10Q: 3 clusters Score -1752044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1752041.875000 Penalty: 4788.765625
	Iteration 11Q: 3 clusters Score -1752042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1752047.750000 Penalty: 4788.765625
	Iteration 12Q: 3 clusters Score -1752048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1752046.375000 Penalty: 4788.765625
	Iteration 13Q: 3 clusters Score -1752046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1752047.875000 Penalty: 4788.765625
	Iteration 14Q: 3 clusters Score -1752048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1752049.125000 Penalty: 4788.765625
	Iteration 15Q: 3 clusters Score -1752049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1752050.125000 Penalty: 4788.765625
	Iteration 16Q: 3 clusters Score -1752050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1752047.375000 Penalty: 4788.765625
	Iteration 17Q: 3 clusters Score -1752047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1752045.875000 Penalty: 4788.765625
	Iteration 18Q: 3 clusters Score -1752046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1752047.125000 Penalty: 4788.765625
	Iteration 19Q: 3 clusters Score -1752047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1752049.375000 Penalty: 4788.765625
	Iteration 20F: 3 clusters Score -1752049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1752050.000000 Penalty: 4788.765625
	Iteration 21Q: 3 clusters Score -1752050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1752051.125000 Penalty: 4788.765625
	Iteration 22Q: 3 clusters Score -1752051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1752047.125000 Penalty: 4788.765625
	Iteration 23Q: 3 clusters Score -1752047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1752046.500000 Penalty: 4788.765625
	Iteration 24Q: 3 clusters Score -1752046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1752046.375000 Penalty: 4788.765625
	Iteration 25Q: 3 clusters Score -1752046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1752049.250000 Penalty: 4788.765625
	Iteration 26Q: 3 clusters Score -1752049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1752048.375000 Penalty: 4788.765625
	Iteration 27Q: 3 clusters Score -1752048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1752055.000000 Penalty: 4788.765625
	Iteration 28Q: 3 clusters Score -1752055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1752053.000000 Penalty: 4788.765625
	Iteration 29Q: 3 clusters Score -1752053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1752055.750000 Penalty: 4788.765625
	Iteration 30Q: 3 clusters Score -1752056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1752065.125000 Penalty: 4788.765625
	Iteration 31Q: 3 clusters Score -1752065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1752066.250000 Penalty: 4788.765625
	Iteration 32Q: 3 clusters Score -1752066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1752068.375000 Penalty: 4788.765625
	Iteration 33Q: 3 clusters Score -1752068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1752076.250000 Penalty: 4788.765625
	Iteration 34Q: 3 clusters Score -1752076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1752080.000000 Penalty: 4788.765625
	Iteration 35Q: 3 clusters Score -1752080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1752083.000000 Penalty: 4788.765625
	Iteration 36Q: 3 clusters Score -1752083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1752081.750000 Penalty: 4788.765625
	Iteration 37Q: 3 clusters Score -1752082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1752085.000000 Penalty: 4788.765625
	Iteration 38Q: 3 clusters Score -1752085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1752091.625000 Penalty: 4788.765625
	Iteration 39Q: 3 clusters Score -1752092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1752092.750000 Penalty: 4788.765625
	Iteration 40F: 3 clusters Score -1752093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1752091.625000 Penalty: 4788.765625
	Iteration 41Q: 3 clusters Score -1752092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1752091.875000 Penalty: 4788.765625
	Iteration 42Q: 3 clusters Score -1752092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1752095.625000 Penalty: 4788.765625
	Iteration 43Q: 3 clusters Score -1752096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1752098.750000 Penalty: 4788.765625
	Iteration 44Q: 3 clusters Score -1752099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1752105.500000 Penalty: 4788.765625
	Iteration 45Q: 3 clusters Score -1752106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1752111.750000 Penalty: 4788.765625
	Iteration 46Q: 3 clusters Score -1752112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1752120.500000 Penalty: 4788.765625
	Iteration 47Q: 3 clusters Score -1752120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1752121.250000 Penalty: 4788.765625
	Iteration 48Q: 3 clusters Score -1752121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1752123.125000 Penalty: 4788.765625
	Iteration 49Q: 3 clusters Score -1752123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1752126.750000 Penalty: 4788.765625
	Iteration 50Q: 3 clusters Score -1752127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1752138.750000 Penalty: 4788.765625
	Iteration 51Q: 3 clusters Score -1752139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1752144.875000 Penalty: 4788.765625
	Iteration 52Q: 3 clusters Score -1752145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1752156.375000 Penalty: 4788.765625
	Iteration 53Q: 3 clusters Score -1752156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1752174.000000 Penalty: 4788.765625
	Iteration 54Q: 3 clusters Score -1752174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1752186.750000 Penalty: 4788.765625
	Iteration 55Q: 3 clusters Score -1752187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1752209.000000 Penalty: 4788.765625
	Iteration 56Q: 3 clusters Score -1752209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1752272.375000 Penalty: 4788.765625
	Iteration 57Q: 3 clusters Score -1752272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1752361.125000 Penalty: 4788.765625
	Iteration 58Q: 3 clusters Score -1752361 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1752542.375000 Penalty: 4788.765625
	Iteration 59Q: 3 clusters Score -1752542 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1752857.125000 Penalty: 4788.765625
	Iteration 60F: 3 clusters Score -1752857 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1753318.500000 Penalty: 4788.765625
	Iteration 61Q: 3 clusters Score -1753318 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1753810.875000 Penalty: 4788.765625
	Iteration 62Q: 3 clusters Score -1753811 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1754104.875000 Penalty: 4788.765625
	Iteration 63Q: 3 clusters Score -1754105 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1754165.750000 Penalty: 4788.765625
	Iteration 64Q: 3 clusters Score -1754166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1754179.000000 Penalty: 4788.765625
	Iteration 65Q: 3 clusters Score -1754179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1754185.500000 Penalty: 4788.765625
	Iteration 66Q: 3 clusters Score -1754186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1754187.125000 Penalty: 4788.765625
	Iteration 67Q: 3 clusters Score -1754187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1754192.625000 Penalty: 4788.765625
	Iteration 68Q: 3 clusters Score -1754193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1754194.125000 Penalty: 4788.765625
	Iteration 69Q: 3 clusters Score -1754194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1754196.375000 Penalty: 4788.765625
	Iteration 70Q: 3 clusters Score -1754196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1754191.125000 Penalty: 4788.765625
	Iteration 71Q: 3 clusters Score -1754191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1754194.125000 Penalty: 4788.765625
	Iteration 72Q: 3 clusters Score -1754194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1754195.750000 Penalty: 4788.765625
	Iteration 73Q: 3 clusters Score -1754196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1754196.250000 Penalty: 4788.765625
	Iteration 74Q: 3 clusters Score -1754196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1754196.250000 Penalty: 4788.765625
	Iteration 75F: 3 clusters Score -1754196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 42658 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 3779 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 182496 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Entering Unmasked Estep 
Score: -133662144.000000 Penalty: 135209.593750
Splitting cluster 3 changes total score from -133655736.000000 to -133662144.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 4 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -463255.875000 Penalty: 2011.534912
	Iteration 0F: 2 clusters Score -463255.9 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 1652 members 
Entering Unmasked Estep 
Score: -459959.375000 Penalty: 4023.069824
	Iteration 0F: 3 clusters Score -459959.4 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -462361.906250 Penalty: 4023.069824
	Iteration 1F: 3 clusters Score -462361.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -464015.281250 Penalty: 4023.069824
	Iteration 2F: 3 clusters Score -464015.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -465129.218750 Penalty: 4023.069824
	Iteration 3F: 3 clusters Score -465129.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -465585.687500 Penalty: 4023.069824
	Iteration 4F: 3 clusters Score -465585.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -465785.375000 Penalty: 4023.069824
	Iteration 5Q: 3 clusters Score -465785.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -465899.031250 Penalty: 4023.069824
	Iteration 6Q: 3 clusters Score -465899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -465975.781250 Penalty: 4023.069824
	Iteration 7Q: 3 clusters Score -465975.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -466020.718750 Penalty: 4023.069824
	Iteration 8Q: 3 clusters Score -466020.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -466057.312500 Penalty: 4023.069824
	Iteration 9Q: 3 clusters Score -466057.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -466084.156250 Penalty: 4023.069824
	Iteration 10Q: 3 clusters Score -466084.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -466117.812500 Penalty: 4023.069824
	Iteration 11Q: 3 clusters Score -466117.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -466144.875000 Penalty: 4023.069824
	Iteration 12Q: 3 clusters Score -466144.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -466159.937500 Penalty: 4023.069824
	Iteration 13Q: 3 clusters Score -466159.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -466166.718750 Penalty: 4023.069824
	Iteration 14Q: 3 clusters Score -466166.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -466171.500000 Penalty: 4023.069824
	Iteration 15Q: 3 clusters Score -466171.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -466173.937500 Penalty: 4023.069824
	Iteration 16Q: 3 clusters Score -466173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -466181.875000 Penalty: 4023.069824
	Iteration 17Q: 3 clusters Score -466181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -466185.500000 Penalty: 4023.069824
	Iteration 18Q: 3 clusters Score -466185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -466187.437500 Penalty: 4023.069824
	Iteration 19Q: 3 clusters Score -466187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -466188.343750 Penalty: 4023.069824
	Iteration 20F: 3 clusters Score -466188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -466189.000000 Penalty: 4023.069824
	Iteration 21Q: 3 clusters Score -466189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -466189.000000 Penalty: 4023.069824
	Iteration 22F: 3 clusters Score -466189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 42658 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 3779 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 182496 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Entering Unmasked Estep 
Score: -133664208.000000 Penalty: 138676.500000
Splitting cluster 4 changes total score from -133655736.000000 to -133664208.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 5 (42658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Entering Unmasked Estep 
Score: -4926108.500000 Penalty: 2643.920410
	Iteration 0F: 2 clusters Score -4926108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4897467.000000 Penalty: 5287.840820
	Iteration 0F: 3 clusters Score -4897467 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4909842.000000 Penalty: 5287.840820
	Iteration 1F: 3 clusters Score -4909842 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4912783.500000 Penalty: 5287.840820
	Iteration 2F: 3 clusters Score -4912784 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4916697.500000 Penalty: 5287.840820
	Iteration 3F: 3 clusters Score -4916698 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4920927.500000 Penalty: 5287.840820
	Iteration 4F: 3 clusters Score -4920928 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -4924827.000000 Penalty: 5287.840820
	Iteration 5F: 3 clusters Score -4924827 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -4928135.500000 Penalty: 5287.840820
	Iteration 6F: 3 clusters Score -4928136 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -4930411.000000 Penalty: 5287.840820
	Iteration 7F: 3 clusters Score -4930411 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -4931508.500000 Penalty: 5287.840820
	Iteration 8Q: 3 clusters Score -4931508 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4931956.500000 Penalty: 5287.840820
	Iteration 9Q: 3 clusters Score -4931956 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4932119.500000 Penalty: 5287.840820
	Iteration 10Q: 3 clusters Score -4932120 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4932213.500000 Penalty: 5287.840820
	Iteration 11Q: 3 clusters Score -4932214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4932280.500000 Penalty: 5287.840820
	Iteration 12Q: 3 clusters Score -4932280 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -4932339.000000 Penalty: 5287.840820
	Iteration 13Q: 3 clusters Score -4932339 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -4932381.000000 Penalty: 5287.840820
	Iteration 14Q: 3 clusters Score -4932381 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -4932426.500000 Penalty: 5287.840820
	Iteration 15Q: 3 clusters Score -4932426 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -4932455.000000 Penalty: 5287.840820
	Iteration 16Q: 3 clusters Score -4932455 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -4932476.500000 Penalty: 5287.840820
	Iteration 17Q: 3 clusters Score -4932476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4932484.000000 Penalty: 5287.840820
	Iteration 18Q: 3 clusters Score -4932484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4932480.000000 Penalty: 5287.840820
	Iteration 19Q: 3 clusters Score -4932480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4932488.000000 Penalty: 5287.840820
	Iteration 20F: 3 clusters Score -4932488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -4932479.500000 Penalty: 5287.840820
	Iteration 21Q: 3 clusters Score -4932480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -4932477.000000 Penalty: 5287.840820
	Iteration 22Q: 3 clusters Score -4932477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -4932485.000000 Penalty: 5287.840820
	Iteration 23Q: 3 clusters Score -4932485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -4932490.000000 Penalty: 5287.840820
	Iteration 24Q: 3 clusters Score -4932490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4932488.000000 Penalty: 5287.840820
	Iteration 25Q: 3 clusters Score -4932488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -4932487.500000 Penalty: 5287.840820
	Iteration 26Q: 3 clusters Score -4932488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -4932495.500000 Penalty: 5287.840820
	Iteration 27Q: 3 clusters Score -4932496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -4932495.500000 Penalty: 5287.840820
	Iteration 28Q: 3 clusters Score -4932496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -4932493.500000 Penalty: 5287.840820
	Iteration 29Q: 3 clusters Score -4932494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -4932490.500000 Penalty: 5287.840820
	Iteration 30Q: 3 clusters Score -4932490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -4932488.000000 Penalty: 5287.840820
	Iteration 31Q: 3 clusters Score -4932488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -4932482.000000 Penalty: 5287.840820
	Iteration 32Q: 3 clusters Score -4932482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -4932482.000000 Penalty: 5287.840820
	Iteration 33Q: 3 clusters Score -4932482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -4932481.000000 Penalty: 5287.840820
	Iteration 34Q: 3 clusters Score -4932481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -4932481.000000 Penalty: 5287.840820
	Iteration 35F: 3 clusters Score -4932481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 3779 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 182496 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Entering Unmasked Estep 
Score: -133670544.000000 Penalty: 142143.421875
Splitting cluster 5 changes total score from -133655736.000000 to -133670544.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 6 (8825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Entering Unmasked Estep 
Score: -1019285.937500 Penalty: 2253.165283
	Iteration 0F: 2 clusters Score -1019286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1012370.500000 Penalty: 4506.330566
	Iteration 0F: 3 clusters Score -1012370 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1014364.750000 Penalty: 4506.330566
	Iteration 1F: 3 clusters Score -1014365 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1014748.625000 Penalty: 4506.330566
	Iteration 2F: 3 clusters Score -1014749 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1015047.562500 Penalty: 4506.330566
	Iteration 3F: 3 clusters Score -1015048 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1015368.437500 Penalty: 4506.330566
	Iteration 4Q: 3 clusters Score -1015368 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1015824.062500 Penalty: 4506.330566
	Iteration 5F: 3 clusters Score -1015824 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1016542.250000 Penalty: 4506.330566
	Iteration 6F: 3 clusters Score -1016542 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1017529.625000 Penalty: 4506.330566
	Iteration 7F: 3 clusters Score -1017530 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1018373.562500 Penalty: 4506.330566
	Iteration 8F: 3 clusters Score -1018374 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1018983.187500 Penalty: 4506.330566
	Iteration 9F: 3 clusters Score -1018983 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1019460.500000 Penalty: 4506.330566
	Iteration 10Q: 3 clusters Score -1019460 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1019854.125000 Penalty: 4506.330566
	Iteration 11Q: 3 clusters Score -1019854 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1020221.062500 Penalty: 4506.330566
	Iteration 12Q: 3 clusters Score -1020221 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1020484.937500 Penalty: 4506.330566
	Iteration 13Q: 3 clusters Score -1020485 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1020601.000000 Penalty: 4506.330566
	Iteration 14Q: 3 clusters Score -1020601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1020635.937500 Penalty: 4506.330566
	Iteration 15Q: 3 clusters Score -1020636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1020652.812500 Penalty: 4506.330566
	Iteration 16Q: 3 clusters Score -1020653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1020667.000000 Penalty: 4506.330566
	Iteration 17Q: 3 clusters Score -1020667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1020674.875000 Penalty: 4506.330566
	Iteration 18Q: 3 clusters Score -1020675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1020678.562500 Penalty: 4506.330566
	Iteration 19Q: 3 clusters Score -1020679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1020684.125000 Penalty: 4506.330566
	Iteration 20F: 3 clusters Score -1020684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1020686.125000 Penalty: 4506.330566
	Iteration 21Q: 3 clusters Score -1020686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1020686.250000 Penalty: 4506.330566
	Iteration 22Q: 3 clusters Score -1020686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1020688.062500 Penalty: 4506.330566
	Iteration 23Q: 3 clusters Score -1020688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1020688.062500 Penalty: 4506.330566
	Iteration 24F: 3 clusters Score -1020688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 3779 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 182496 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Entering Unmasked Estep 
Score: -133670640.000000 Penalty: 145610.328125
Splitting cluster 6 changes total score from -133655736.000000 to -133670640.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 7 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -364029.531250 Penalty: 1998.072388
	Iteration 0F: 2 clusters Score -364029.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -360715.843750 Penalty: 3996.144775
	Iteration 0F: 3 clusters Score -360715.8 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -361505.718750 Penalty: 3996.144775
	Iteration 1F: 3 clusters Score -361505.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -361845.281250 Penalty: 3996.144775
	Iteration 2F: 3 clusters Score -361845.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -362186.937500 Penalty: 3996.144775
	Iteration 3F: 3 clusters Score -362186.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -362445.718750 Penalty: 3996.144775
	Iteration 4F: 3 clusters Score -362445.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -362610.687500 Penalty: 3996.144775
	Iteration 5Q: 3 clusters Score -362610.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -362746.750000 Penalty: 3996.144775
	Iteration 6Q: 3 clusters Score -362746.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -362835.062500 Penalty: 3996.144775
	Iteration 7Q: 3 clusters Score -362835.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -362882.343750 Penalty: 3996.144775
	Iteration 8Q: 3 clusters Score -362882.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -362916.031250 Penalty: 3996.144775
	Iteration 9Q: 3 clusters Score -362916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -362936.031250 Penalty: 3996.144775
	Iteration 10Q: 3 clusters Score -362936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -362950.875000 Penalty: 3996.144775
	Iteration 11Q: 3 clusters Score -362950.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -362965.812500 Penalty: 3996.144775
	Iteration 12Q: 3 clusters Score -362965.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -362973.906250 Penalty: 3996.144775
	Iteration 13Q: 3 clusters Score -362973.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -362981.843750 Penalty: 3996.144775
	Iteration 14Q: 3 clusters Score -362981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -362984.937500 Penalty: 3996.144775
	Iteration 15Q: 3 clusters Score -362984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -362986.562500 Penalty: 3996.144775
	Iteration 16Q: 3 clusters Score -362986.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -362990.531250 Penalty: 3996.144775
	Iteration 17Q: 3 clusters Score -362990.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -362991.843750 Penalty: 3996.144775
	Iteration 18Q: 3 clusters Score -362991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -362993.312500 Penalty: 3996.144775
	Iteration 19Q: 3 clusters Score -362993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -362994.156250 Penalty: 3996.144775
	Iteration 20F: 3 clusters Score -362994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -362994.656250 Penalty: 3996.144775
	Iteration 21Q: 3 clusters Score -362994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -362995.437500 Penalty: 3996.144775
	Iteration 22Q: 3 clusters Score -362995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -362995.812500 Penalty: 3996.144775
	Iteration 23Q: 3 clusters Score -362995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -362999.812500 Penalty: 3996.144775
	Iteration 24Q: 3 clusters Score -362999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -363000.312500 Penalty: 3996.144775
	Iteration 25Q: 3 clusters Score -363000.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -363000.843750 Penalty: 3996.144775
	Iteration 26Q: 3 clusters Score -363000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -363001.312500 Penalty: 3996.144775
	Iteration 27Q: 3 clusters Score -363001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -363001.125000 Penalty: 3996.144775
	Iteration 28Q: 3 clusters Score -363001.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -363001.125000 Penalty: 3996.144775
	Iteration 29F: 3 clusters Score -363001.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Entering Unmasked Estep 
Score: -2734624.750000 Penalty: 2492.648438
	Iteration 0F: 2 clusters Score -2734625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2718393.750000 Penalty: 4985.296875
	Iteration 0F: 3 clusters Score -2718394 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2723931.250000 Penalty: 4985.296875
	Iteration 1F: 3 clusters Score -2723931 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2724413.250000 Penalty: 4985.296875
	Iteration 2F: 3 clusters Score -2724413 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2724906.750000 Penalty: 4985.296875
	Iteration 3Q: 3 clusters Score -2724907 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2725461.000000 Penalty: 4985.296875
	Iteration 4Q: 3 clusters Score -2725461 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2726036.750000 Penalty: 4985.296875
	Iteration 5F: 3 clusters Score -2726037 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2726621.500000 Penalty: 4985.296875
	Iteration 6F: 3 clusters Score -2726622 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2727285.500000 Penalty: 4985.296875
	Iteration 7F: 3 clusters Score -2727286 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2728058.500000 Penalty: 4985.296875
	Iteration 8F: 3 clusters Score -2728058 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2728890.250000 Penalty: 4985.296875
	Iteration 9F: 3 clusters Score -2728890 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2729734.500000 Penalty: 4985.296875
	Iteration 10Q: 3 clusters Score -2729734 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2730620.500000 Penalty: 4985.296875
	Iteration 11Q: 3 clusters Score -2730620 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2731401.750000 Penalty: 4985.296875
	Iteration 12Q: 3 clusters Score -2731402 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2731983.500000 Penalty: 4985.296875
	Iteration 13Q: 3 clusters Score -2731984 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2732405.750000 Penalty: 4985.296875
	Iteration 14Q: 3 clusters Score -2732406 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2732736.000000 Penalty: 4985.296875
	Iteration 15Q: 3 clusters Score -2732736 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2733001.500000 Penalty: 4985.296875
	Iteration 16Q: 3 clusters Score -2733002 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2733223.750000 Penalty: 4985.296875
	Iteration 17Q: 3 clusters Score -2733224 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2733398.500000 Penalty: 4985.296875
	Iteration 18Q: 3 clusters Score -2733398 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2733525.500000 Penalty: 4985.296875
	Iteration 19Q: 3 clusters Score -2733526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2733612.750000 Penalty: 4985.296875
	Iteration 20F: 3 clusters Score -2733613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2733659.000000 Penalty: 4985.296875
	Iteration 21Q: 3 clusters Score -2733659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2733701.500000 Penalty: 4985.296875
	Iteration 22Q: 3 clusters Score -2733702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2733734.000000 Penalty: 4985.296875
	Iteration 23Q: 3 clusters Score -2733734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2733754.750000 Penalty: 4985.296875
	Iteration 24Q: 3 clusters Score -2733755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2733773.000000 Penalty: 4985.296875
	Iteration 25Q: 3 clusters Score -2733773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2733785.750000 Penalty: 4985.296875
	Iteration 26Q: 3 clusters Score -2733786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2733793.000000 Penalty: 4985.296875
	Iteration 27Q: 3 clusters Score -2733793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2733806.250000 Penalty: 4985.296875
	Iteration 28Q: 3 clusters Score -2733806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2733812.750000 Penalty: 4985.296875
	Iteration 29Q: 3 clusters Score -2733813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2733818.000000 Penalty: 4985.296875
	Iteration 30Q: 3 clusters Score -2733818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2733822.000000 Penalty: 4985.296875
	Iteration 31Q: 3 clusters Score -2733822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2733823.750000 Penalty: 4985.296875
	Iteration 32Q: 3 clusters Score -2733824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2733827.000000 Penalty: 4985.296875
	Iteration 33Q: 3 clusters Score -2733827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2733826.500000 Penalty: 4985.296875
	Iteration 34Q: 3 clusters Score -2733826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2733829.250000 Penalty: 4985.296875
	Iteration 35Q: 3 clusters Score -2733829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2733829.250000 Penalty: 4985.296875
	Iteration 36Q: 3 clusters Score -2733829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2733825.250000 Penalty: 4985.296875
	Iteration 37Q: 3 clusters Score -2733825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2733829.000000 Penalty: 4985.296875
	Iteration 38Q: 3 clusters Score -2733829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2733827.000000 Penalty: 4985.296875
	Iteration 39Q: 3 clusters Score -2733827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2733825.500000 Penalty: 4985.296875
	Iteration 40F: 3 clusters Score -2733826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163783 members 
Entering Unmasked Estep 
Score: -19368398.000000 Penalty: 2977.562012
	Iteration 0F: 2 clusters Score -1.93684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -19258592.000000 Penalty: 5955.124023
	Iteration 0F: 3 clusters Score -1.925859e+07 nChanged 78611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -19304244.000000 Penalty: 5955.124023
	Iteration 1F: 3 clusters Score -1.930424e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -19305380.000000 Penalty: 5955.124023
	Iteration 2Q: 3 clusters Score -1.930538e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -19306586.000000 Penalty: 5955.124023
	Iteration 3Q: 3 clusters Score -1.930659e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -19308410.000000 Penalty: 5955.124023
	Iteration 4Q: 3 clusters Score -1.930841e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -19311546.000000 Penalty: 5955.124023
	Iteration 5Q: 3 clusters Score -1.931155e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 103805 members 
Entering Unmasked Estep 
Score: -19316410.000000 Penalty: 5955.124023
	Iteration 6F: 3 clusters Score -1.931641e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 113940 members 
Entering Unmasked Estep 
Score: -19323792.000000 Penalty: 5955.124023
	Iteration 7F: 3 clusters Score -1.932379e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 126096 members 
Entering Unmasked Estep 
Score: -19333736.000000 Penalty: 5955.124023
	Iteration 8F: 3 clusters Score -1.933374e+07 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 138535 members 
Entering Unmasked Estep 
Score: -19344374.000000 Penalty: 5955.124023
	Iteration 9F: 3 clusters Score -1.934437e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 149200 members 
Entering Unmasked Estep 
Score: -19353502.000000 Penalty: 5955.124023
	Iteration 10F: 3 clusters Score -1.93535e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 156610 members 
Entering Unmasked Estep 
Score: -19360116.000000 Penalty: 5955.124023
	Iteration 11Q: 3 clusters Score -1.936012e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -19363484.000000 Penalty: 5955.124023
	Iteration 12Q: 3 clusters Score -1.936348e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -19364956.000000 Penalty: 5955.124023
	Iteration 13Q: 3 clusters Score -1.936496e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 162914 members 
Entering Unmasked Estep 
Score: -19365464.000000 Penalty: 5955.124023
	Iteration 14Q: 3 clusters Score -1.936546e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -19365680.000000 Penalty: 5955.124023
	Iteration 15Q: 3 clusters Score -1.936568e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 163267 members 
Entering Unmasked Estep 
Score: -19365802.000000 Penalty: 5955.124023
	Iteration 16Q: 3 clusters Score -1.93658e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -19365870.000000 Penalty: 5955.124023
	Iteration 17Q: 3 clusters Score -1.936587e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 163335 members 
Entering Unmasked Estep 
Score: -19365874.000000 Penalty: 5955.124023
	Iteration 18Q: 3 clusters Score -1.936587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 163350 members 
Entering Unmasked Estep 
Score: -19365924.000000 Penalty: 5955.124023
	Iteration 19Q: 3 clusters Score -1.936592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 163360 members 
Entering Unmasked Estep 
Score: -19365938.000000 Penalty: 5955.124023
	Iteration 20F: 3 clusters Score -1.936594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 163367 members 
Entering Unmasked Estep 
Score: -19365938.000000 Penalty: 5955.124023
	Iteration 21Q: 3 clusters Score -1.936594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 163371 members 
Entering Unmasked Estep 
Score: -19365954.000000 Penalty: 5955.124023
	Iteration 22Q: 3 clusters Score -1.936595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 163375 members 
Entering Unmasked Estep 
Score: -19365960.000000 Penalty: 5955.124023
	Iteration 23Q: 3 clusters Score -1.936596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 163377 members 
Entering Unmasked Estep 
Score: -19365964.000000 Penalty: 5955.124023
	Iteration 24Q: 3 clusters Score -1.936596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 163379 members 
Entering Unmasked Estep 
Score: -19365976.000000 Penalty: 5955.124023
	Iteration 25Q: 3 clusters Score -1.936598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 163383 members 
Entering Unmasked Estep 
Score: -19365972.000000 Penalty: 5955.124023
	Iteration 26Q: 3 clusters Score -1.936597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 163385 members 
Entering Unmasked Estep 
Score: -19365984.000000 Penalty: 5955.124023
	Iteration 27Q: 3 clusters Score -1.936598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -19365980.000000 Penalty: 5955.124023
	Iteration 28Q: 3 clusters Score -1.936598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 163387 members 
Entering Unmasked Estep 
Score: -19365982.000000 Penalty: 5955.124023
	Iteration 29Q: 3 clusters Score -1.936598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -19365982.000000 Penalty: 5955.124023
	Iteration 30Q: 3 clusters Score -1.936598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 163387 members 
Entering Unmasked Estep 
Score: -19365986.000000 Penalty: 5955.124023
	Iteration 31Q: 3 clusters Score -1.936599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 163387 members 
Entering Unmasked Estep 
Score: -19365980.000000 Penalty: 5955.124023
	Iteration 32Q: 3 clusters Score -1.936598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 163385 members 
Entering Unmasked Estep 
Score: -19365980.000000 Penalty: 5955.124023
	Iteration 33Q: 3 clusters Score -1.936598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 163384 members 
Entering Unmasked Estep 
Score: -19365992.000000 Penalty: 5955.124023
	Iteration 34Q: 3 clusters Score -1.936599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 163384 members 
Entering Unmasked Estep 
Score: -19365992.000000 Penalty: 5955.124023
	Iteration 35F: 3 clusters Score -1.936599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Entering Unmasked Estep 
Score: -3588147.250000 Penalty: 2560.508057
	Iteration 0F: 2 clusters Score -3588147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3567274.000000 Penalty: 5121.016113
	Iteration 0F: 3 clusters Score -3567274 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3575096.750000 Penalty: 5121.016113
	Iteration 1F: 3 clusters Score -3575097 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3575776.500000 Penalty: 5121.016113
	Iteration 2F: 3 clusters Score -3575776 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3576612.500000 Penalty: 5121.016113
	Iteration 3F: 3 clusters Score -3576612 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3577687.750000 Penalty: 5121.016113
	Iteration 4F: 3 clusters Score -3577688 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3578898.000000 Penalty: 5121.016113
	Iteration 5F: 3 clusters Score -3578898 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3580239.000000 Penalty: 5121.016113
	Iteration 6F: 3 clusters Score -3580239 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3581554.250000 Penalty: 5121.016113
	Iteration 7F: 3 clusters Score -3581554 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3582669.250000 Penalty: 5121.016113
	Iteration 8Q: 3 clusters Score -3582669 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3583445.250000 Penalty: 5121.016113
	Iteration 9Q: 3 clusters Score -3583445 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3584088.750000 Penalty: 5121.016113
	Iteration 10Q: 3 clusters Score -3584089 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3584577.250000 Penalty: 5121.016113
	Iteration 11Q: 3 clusters Score -3584577 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3584880.000000 Penalty: 5121.016113
	Iteration 12Q: 3 clusters Score -3584880 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3585053.750000 Penalty: 5121.016113
	Iteration 13Q: 3 clusters Score -3585054 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3585185.000000 Penalty: 5121.016113
	Iteration 14Q: 3 clusters Score -3585185 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3585277.250000 Penalty: 5121.016113
	Iteration 15Q: 3 clusters Score -3585277 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3585374.000000 Penalty: 5121.016113
	Iteration 16Q: 3 clusters Score -3585374 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3585449.750000 Penalty: 5121.016113
	Iteration 17Q: 3 clusters Score -3585450 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3585537.000000 Penalty: 5121.016113
	Iteration 18Q: 3 clusters Score -3585537 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3585640.750000 Penalty: 5121.016113
	Iteration 19Q: 3 clusters Score -3585641 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3585733.500000 Penalty: 5121.016113
	Iteration 20F: 3 clusters Score -3585734 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3585823.250000 Penalty: 5121.016113
	Iteration 21Q: 3 clusters Score -3585823 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3585938.750000 Penalty: 5121.016113
	Iteration 22Q: 3 clusters Score -3585939 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3586007.500000 Penalty: 5121.016113
	Iteration 23Q: 3 clusters Score -3586008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -3586082.250000 Penalty: 5121.016113
	Iteration 24Q: 3 clusters Score -3586082 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3586154.250000 Penalty: 5121.016113
	Iteration 25Q: 3 clusters Score -3586154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3586221.500000 Penalty: 5121.016113
	Iteration 26Q: 3 clusters Score -3586222 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -3586283.750000 Penalty: 5121.016113
	Iteration 27Q: 3 clusters Score -3586284 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3586348.750000 Penalty: 5121.016113
	Iteration 28Q: 3 clusters Score -3586349 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3586390.250000 Penalty: 5121.016113
	Iteration 29Q: 3 clusters Score -3586390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3586434.000000 Penalty: 5121.016113
	Iteration 30Q: 3 clusters Score -3586434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3586445.250000 Penalty: 5121.016113
	Iteration 31Q: 3 clusters Score -3586445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3586469.500000 Penalty: 5121.016113
	Iteration 32Q: 3 clusters Score -3586470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3586489.500000 Penalty: 5121.016113
	Iteration 33Q: 3 clusters Score -3586490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3586528.750000 Penalty: 5121.016113
	Iteration 34Q: 3 clusters Score -3586529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3586554.750000 Penalty: 5121.016113
	Iteration 35Q: 3 clusters Score -3586555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3586567.000000 Penalty: 5121.016113
	Iteration 36Q: 3 clusters Score -3586567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3586585.750000 Penalty: 5121.016113
	Iteration 37Q: 3 clusters Score -3586586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3586594.750000 Penalty: 5121.016113
	Iteration 38Q: 3 clusters Score -3586595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -3586616.500000 Penalty: 5121.016113
	Iteration 39Q: 3 clusters Score -3586616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3586630.750000 Penalty: 5121.016113
	Iteration 40F: 3 clusters Score -3586631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -3586641.000000 Penalty: 5121.016113
	Iteration 41Q: 3 clusters Score -3586641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3586642.500000 Penalty: 5121.016113
	Iteration 42Q: 3 clusters Score -3586642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3586652.250000 Penalty: 5121.016113
	Iteration 43Q: 3 clusters Score -3586652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3586655.500000 Penalty: 5121.016113
	Iteration 44Q: 3 clusters Score -3586656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -3586656.500000 Penalty: 5121.016113
	Iteration 45Q: 3 clusters Score -3586656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3586661.000000 Penalty: 5121.016113
	Iteration 46Q: 3 clusters Score -3586661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3586662.750000 Penalty: 5121.016113
	Iteration 47Q: 3 clusters Score -3586663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -3586666.500000 Penalty: 5121.016113
	Iteration 48Q: 3 clusters Score -3586666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3586671.000000 Penalty: 5121.016113
	Iteration 49Q: 3 clusters Score -3586671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3586671.000000 Penalty: 5121.016113
	Iteration 50Q: 3 clusters Score -3586671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3586674.250000 Penalty: 5121.016113
	Iteration 51Q: 3 clusters Score -3586674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -3586674.500000 Penalty: 5121.016113
	Iteration 52Q: 3 clusters Score -3586674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3586675.500000 Penalty: 5121.016113
	Iteration 53Q: 3 clusters Score -3586676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -3586679.250000 Penalty: 5121.016113
	Iteration 54Q: 3 clusters Score -3586679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3586678.250000 Penalty: 5121.016113
	Iteration 55Q: 3 clusters Score -3586678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3586677.500000 Penalty: 5121.016113
	Iteration 56Q: 3 clusters Score -3586678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3586680.250000 Penalty: 5121.016113
	Iteration 57Q: 3 clusters Score -3586680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3586684.750000 Penalty: 5121.016113
	Iteration 58Q: 3 clusters Score -3586685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -3586690.250000 Penalty: 5121.016113
	Iteration 59Q: 3 clusters Score -3586690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3586685.000000 Penalty: 5121.016113
	Iteration 60F: 3 clusters Score -3586685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3586688.250000 Penalty: 5121.016113
	Iteration 61Q: 3 clusters Score -3586688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -3586689.750000 Penalty: 5121.016113
	Iteration 62Q: 3 clusters Score -3586690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3586689.500000 Penalty: 5121.016113
	Iteration 63Q: 3 clusters Score -3586690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3586687.250000 Penalty: 5121.016113
	Iteration 64Q: 3 clusters Score -3586687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3586687.250000 Penalty: 5121.016113
	Iteration 65F: 3 clusters Score -3586687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Entering Unmasked Estep 
Score: -1329790.625000 Penalty: 2316.507080
	Iteration 0F: 2 clusters Score -1329791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1321256.500000 Penalty: 4633.014160
	Iteration 0F: 3 clusters Score -1321256 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1323889.875000 Penalty: 4633.014160
	Iteration 1F: 3 clusters Score -1323890 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1324284.500000 Penalty: 4633.014160
	Iteration 2F: 3 clusters Score -1324284 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1324620.375000 Penalty: 4633.014160
	Iteration 3F: 3 clusters Score -1324620 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1324869.000000 Penalty: 4633.014160
	Iteration 4Q: 3 clusters Score -1324869 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1325125.125000 Penalty: 4633.014160
	Iteration 5Q: 3 clusters Score -1325125 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1325391.875000 Penalty: 4633.014160
	Iteration 6Q: 3 clusters Score -1325392 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1325688.250000 Penalty: 4633.014160
	Iteration 7Q: 3 clusters Score -1325688 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1326022.375000 Penalty: 4633.014160
	Iteration 8Q: 3 clusters Score -1326022 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1326396.750000 Penalty: 4633.014160
	Iteration 9Q: 3 clusters Score -1326397 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1326799.125000 Penalty: 4633.014160
	Iteration 10Q: 3 clusters Score -1326799 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1327225.375000 Penalty: 4633.014160
	Iteration 11Q: 3 clusters Score -1327225 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1327573.375000 Penalty: 4633.014160
	Iteration 12Q: 3 clusters Score -1327573 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1327840.250000 Penalty: 4633.014160
	Iteration 13Q: 3 clusters Score -1327840 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1327988.875000 Penalty: 4633.014160
	Iteration 14Q: 3 clusters Score -1327989 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1328088.375000 Penalty: 4633.014160
	Iteration 15Q: 3 clusters Score -1328088 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1328138.500000 Penalty: 4633.014160
	Iteration 16Q: 3 clusters Score -1328138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1328170.625000 Penalty: 4633.014160
	Iteration 17Q: 3 clusters Score -1328171 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1328195.625000 Penalty: 4633.014160
	Iteration 18Q: 3 clusters Score -1328196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1328211.500000 Penalty: 4633.014160
	Iteration 19Q: 3 clusters Score -1328212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1328217.000000 Penalty: 4633.014160
	Iteration 20F: 3 clusters Score -1328217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1328223.625000 Penalty: 4633.014160
	Iteration 21Q: 3 clusters Score -1328224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1328229.625000 Penalty: 4633.014160
	Iteration 22Q: 3 clusters Score -1328230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1328232.750000 Penalty: 4633.014160
	Iteration 23Q: 3 clusters Score -1328233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1328234.625000 Penalty: 4633.014160
	Iteration 24Q: 3 clusters Score -1328235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1328236.875000 Penalty: 4633.014160
	Iteration 25Q: 3 clusters Score -1328237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1328234.000000 Penalty: 4633.014160
	Iteration 26Q: 3 clusters Score -1328234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1328234.000000 Penalty: 4633.014160
	Iteration 27F: 3 clusters Score -1328234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Entering Unmasked Estep 
Score: -2124358.250000 Penalty: 2429.618408
	Iteration 0F: 2 clusters Score -2124358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2111639.250000 Penalty: 4859.236816
	Iteration 0F: 3 clusters Score -2111639 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2115814.000000 Penalty: 4859.236816
	Iteration 1F: 3 clusters Score -2115814 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2116355.000000 Penalty: 4859.236816
	Iteration 2F: 3 clusters Score -2116355 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2117018.750000 Penalty: 4859.236816
	Iteration 3F: 3 clusters Score -2117019 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2117904.750000 Penalty: 4859.236816
	Iteration 4F: 3 clusters Score -2117905 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2118864.750000 Penalty: 4859.236816
	Iteration 5F: 3 clusters Score -2118865 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2119689.500000 Penalty: 4859.236816
	Iteration 6F: 3 clusters Score -2119690 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2120270.500000 Penalty: 4859.236816
	Iteration 7F: 3 clusters Score -2120270 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2120624.750000 Penalty: 4859.236816
	Iteration 8Q: 3 clusters Score -2120625 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2120846.000000 Penalty: 4859.236816
	Iteration 9Q: 3 clusters Score -2120846 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2120988.000000 Penalty: 4859.236816
	Iteration 10Q: 3 clusters Score -2120988 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2121094.250000 Penalty: 4859.236816
	Iteration 11Q: 3 clusters Score -2121094 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2121189.000000 Penalty: 4859.236816
	Iteration 12Q: 3 clusters Score -2121189 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2121268.250000 Penalty: 4859.236816
	Iteration 13Q: 3 clusters Score -2121268 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2121354.250000 Penalty: 4859.236816
	Iteration 14Q: 3 clusters Score -2121354 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2121428.750000 Penalty: 4859.236816
	Iteration 15Q: 3 clusters Score -2121429 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2121498.500000 Penalty: 4859.236816
	Iteration 16Q: 3 clusters Score -2121498 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2121573.000000 Penalty: 4859.236816
	Iteration 17Q: 3 clusters Score -2121573 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2121653.500000 Penalty: 4859.236816
	Iteration 18Q: 3 clusters Score -2121654 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2121739.000000 Penalty: 4859.236816
	Iteration 19Q: 3 clusters Score -2121739 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2121832.250000 Penalty: 4859.236816
	Iteration 20F: 3 clusters Score -2121832 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2121916.750000 Penalty: 4859.236816
	Iteration 21Q: 3 clusters Score -2121917 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2122029.250000 Penalty: 4859.236816
	Iteration 22Q: 3 clusters Score -2122029 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2122142.000000 Penalty: 4859.236816
	Iteration 23Q: 3 clusters Score -2122142 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2122264.750000 Penalty: 4859.236816
	Iteration 24Q: 3 clusters Score -2122265 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2122410.000000 Penalty: 4859.236816
	Iteration 25Q: 3 clusters Score -2122410 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2122571.500000 Penalty: 4859.236816
	Iteration 26Q: 3 clusters Score -2122572 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2122726.750000 Penalty: 4859.236816
	Iteration 27Q: 3 clusters Score -2122727 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2122839.500000 Penalty: 4859.236816
	Iteration 28Q: 3 clusters Score -2122840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2122940.750000 Penalty: 4859.236816
	Iteration 29Q: 3 clusters Score -2122941 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2123016.250000 Penalty: 4859.236816
	Iteration 30Q: 3 clusters Score -2123016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2123076.000000 Penalty: 4859.236816
	Iteration 31Q: 3 clusters Score -2123076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2123129.500000 Penalty: 4859.236816
	Iteration 32Q: 3 clusters Score -2123130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2123177.500000 Penalty: 4859.236816
	Iteration 33Q: 3 clusters Score -2123178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2123199.750000 Penalty: 4859.236816
	Iteration 34Q: 3 clusters Score -2123200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2123220.000000 Penalty: 4859.236816
	Iteration 35Q: 3 clusters Score -2123220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2123229.250000 Penalty: 4859.236816
	Iteration 36Q: 3 clusters Score -2123229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2123238.000000 Penalty: 4859.236816
	Iteration 37Q: 3 clusters Score -2123238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2123244.250000 Penalty: 4859.236816
	Iteration 38Q: 3 clusters Score -2123244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2123251.000000 Penalty: 4859.236816
	Iteration 39Q: 3 clusters Score -2123251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2123257.250000 Penalty: 4859.236816
	Iteration 40F: 3 clusters Score -2123257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2123266.500000 Penalty: 4859.236816
	Iteration 41Q: 3 clusters Score -2123266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2123268.250000 Penalty: 4859.236816
	Iteration 42Q: 3 clusters Score -2123268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2123272.750000 Penalty: 4859.236816
	Iteration 43Q: 3 clusters Score -2123273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2123274.000000 Penalty: 4859.236816
	Iteration 44Q: 3 clusters Score -2123274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2123278.500000 Penalty: 4859.236816
	Iteration 45Q: 3 clusters Score -2123278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2123280.750000 Penalty: 4859.236816
	Iteration 46Q: 3 clusters Score -2123281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2123287.250000 Penalty: 4859.236816
	Iteration 47Q: 3 clusters Score -2123287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2123287.750000 Penalty: 4859.236816
	Iteration 48Q: 3 clusters Score -2123288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2123289.750000 Penalty: 4859.236816
	Iteration 49Q: 3 clusters Score -2123290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2123292.500000 Penalty: 4859.236816
	Iteration 50Q: 3 clusters Score -2123292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2123294.000000 Penalty: 4859.236816
	Iteration 51Q: 3 clusters Score -2123294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2123296.250000 Penalty: 4859.236816
	Iteration 52Q: 3 clusters Score -2123296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2123297.250000 Penalty: 4859.236816
	Iteration 53Q: 3 clusters Score -2123297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2123297.750000 Penalty: 4859.236816
	Iteration 54Q: 3 clusters Score -2123298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2123300.750000 Penalty: 4859.236816
	Iteration 55Q: 3 clusters Score -2123301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2123299.750000 Penalty: 4859.236816
	Iteration 56Q: 3 clusters Score -2123300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2123301.500000 Penalty: 4859.236816
	Iteration 57Q: 3 clusters Score -2123302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2123303.750000 Penalty: 4859.236816
	Iteration 58Q: 3 clusters Score -2123304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2123305.250000 Penalty: 4859.236816
	Iteration 59Q: 3 clusters Score -2123305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2123304.000000 Penalty: 4859.236816
	Iteration 60F: 3 clusters Score -2123304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2123304.750000 Penalty: 4859.236816
	Iteration 61Q: 3 clusters Score -2123305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2123305.750000 Penalty: 4859.236816
	Iteration 62Q: 3 clusters Score -2123306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2123309.000000 Penalty: 4859.236816
	Iteration 63Q: 3 clusters Score -2123309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2123309.250000 Penalty: 4859.236816
	Iteration 64Q: 3 clusters Score -2123309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2123309.000000 Penalty: 4859.236816
	Iteration 65Q: 3 clusters Score -2123309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2123309.000000 Penalty: 4859.236816
	Iteration 66F: 3 clusters Score -2123309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -515556.593750 Penalty: 2042.829346
	Iteration 0F: 2 clusters Score -515556.6 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 1834 members 
Entering Unmasked Estep 
Score: -512073.281250 Penalty: 4085.658691
	Iteration 0F: 3 clusters Score -512073.3 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -516864.562500 Penalty: 4085.658691
	Iteration 1F: 3 clusters Score -516864.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -519938.375000 Penalty: 4085.658691
	Iteration 2F: 3 clusters Score -519938.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -522369.000000 Penalty: 4085.658691
	Iteration 3F: 3 clusters Score -522369 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -523583.906250 Penalty: 4085.658691
	Iteration 4F: 3 clusters Score -523583.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -524447.375000 Penalty: 4085.658691
	Iteration 5Q: 3 clusters Score -524447.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -524938.875000 Penalty: 4085.658691
	Iteration 6Q: 3 clusters Score -524938.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -525136.375000 Penalty: 4085.658691
	Iteration 7Q: 3 clusters Score -525136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -525149.625000 Penalty: 4085.658691
	Iteration 8Q: 3 clusters Score -525149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -525151.437500 Penalty: 4085.658691
	Iteration 9Q: 3 clusters Score -525151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -525151.437500 Penalty: 4085.658691
	Iteration 10F: 3 clusters Score -525151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 182496 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Entering Unmasked Estep 
Score: -133678280.000000 Penalty: 149077.250000
Splitting cluster 13 changes total score from -133655736.000000 to -133678280.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 14 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -130297.562500 Penalty: 1727.105591
	Iteration 0F: 2 clusters Score -130297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -128570.070312 Penalty: 3454.211182
	Iteration 0F: 3 clusters Score -128570.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -129422.375000 Penalty: 3454.211182
	Iteration 1F: 3 clusters Score -129422.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -130047.523438 Penalty: 3454.211182
	Iteration 2F: 3 clusters Score -130047.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130387.718750 Penalty: 3454.211182
	Iteration 3F: 3 clusters Score -130387.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -130545.992188 Penalty: 3454.211182
	Iteration 4Q: 3 clusters Score -130546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -130645.554688 Penalty: 3454.211182
	Iteration 5Q: 3 clusters Score -130645.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -130692.578125 Penalty: 3454.211182
	Iteration 6Q: 3 clusters Score -130692.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -130740.843750 Penalty: 3454.211182
	Iteration 7Q: 3 clusters Score -130740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -130791.460938 Penalty: 3454.211182
	Iteration 8Q: 3 clusters Score -130791.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -130823.953125 Penalty: 3454.211182
	Iteration 9Q: 3 clusters Score -130824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -130849.226562 Penalty: 3454.211182
	Iteration 10Q: 3 clusters Score -130849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -130874.906250 Penalty: 3454.211182
	Iteration 11Q: 3 clusters Score -130874.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -130905.625000 Penalty: 3454.211182
	Iteration 12Q: 3 clusters Score -130905.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -130951.453125 Penalty: 3454.211182
	Iteration 13Q: 3 clusters Score -130951.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -131060.828125 Penalty: 3454.211182
	Iteration 14Q: 3 clusters Score -131060.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -131208.687500 Penalty: 3454.211182
	Iteration 15Q: 3 clusters Score -131208.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -131264.250000 Penalty: 3454.211182
	Iteration 16Q: 3 clusters Score -131264.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131286.359375 Penalty: 3454.211182
	Iteration 17Q: 3 clusters Score -131286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131305.093750 Penalty: 3454.211182
	Iteration 18Q: 3 clusters Score -131305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131317.406250 Penalty: 3454.211182
	Iteration 19Q: 3 clusters Score -131317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131329.203125 Penalty: 3454.211182
	Iteration 20F: 3 clusters Score -131329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -131386.421875 Penalty: 3454.211182
	Iteration 21Q: 3 clusters Score -131386.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -131400.250000 Penalty: 3454.211182
	Iteration 22Q: 3 clusters Score -131400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -131412.781250 Penalty: 3454.211182
	Iteration 23Q: 3 clusters Score -131412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -131432.234375 Penalty: 3454.211182
	Iteration 24Q: 3 clusters Score -131432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -131453.968750 Penalty: 3454.211182
	Iteration 25Q: 3 clusters Score -131454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131483.406250 Penalty: 3454.211182
	Iteration 26Q: 3 clusters Score -131483.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131524.140625 Penalty: 3454.211182
	Iteration 27Q: 3 clusters Score -131524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -131604.468750 Penalty: 3454.211182
	Iteration 28Q: 3 clusters Score -131604.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131799.281250 Penalty: 3454.211182
	Iteration 29Q: 3 clusters Score -131799.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -132049.796875 Penalty: 3454.211182
	Iteration 30Q: 3 clusters Score -132049.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -132071.765625 Penalty: 3454.211182
	Iteration 31Q: 3 clusters Score -132071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -132096.968750 Penalty: 3454.211182
	Iteration 32Q: 3 clusters Score -132097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -132113.203125 Penalty: 3454.211182
	Iteration 33Q: 3 clusters Score -132113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -132116.984375 Penalty: 3454.211182
	Iteration 34Q: 3 clusters Score -132117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132123.968750 Penalty: 3454.211182
	Iteration 35Q: 3 clusters Score -132124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -132134.750000 Penalty: 3454.211182
	Iteration 36Q: 3 clusters Score -132134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -132140.234375 Penalty: 3454.211182
	Iteration 37Q: 3 clusters Score -132140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -132140.281250 Penalty: 3454.211182
	Iteration 38Q: 3 clusters Score -132140.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -132140.281250 Penalty: 3454.211182
	Iteration 39F: 3 clusters Score -132140.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 182496 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Entering Unmasked Estep 
Score: -133678704.000000 Penalty: 152544.156250
Splitting cluster 14 changes total score from -133655736.000000 to -133678704.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 15 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -458624.343750 Penalty: 2020.958008
	Iteration 0F: 2 clusters Score -458624.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -455301.562500 Penalty: 4041.916016
	Iteration 0F: 3 clusters Score -455301.6 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -457470.718750 Penalty: 4041.916016
	Iteration 1F: 3 clusters Score -457470.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -459713.718750 Penalty: 4041.916016
	Iteration 2F: 3 clusters Score -459713.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -460620.468750 Penalty: 4041.916016
	Iteration 3F: 3 clusters Score -460620.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -460979.687500 Penalty: 4041.916016
	Iteration 4F: 3 clusters Score -460979.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -461165.812500 Penalty: 4041.916016
	Iteration 5Q: 3 clusters Score -461165.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -461397.468750 Penalty: 4041.916016
	Iteration 6Q: 3 clusters Score -461397.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -461739.281250 Penalty: 4041.916016
	Iteration 7Q: 3 clusters Score -461739.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -461882.906250 Penalty: 4041.916016
	Iteration 8Q: 3 clusters Score -461882.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -461927.781250 Penalty: 4041.916016
	Iteration 9Q: 3 clusters Score -461927.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -461973.531250 Penalty: 4041.916016
	Iteration 10Q: 3 clusters Score -461973.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -462017.312500 Penalty: 4041.916016
	Iteration 11Q: 3 clusters Score -462017.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -462040.312500 Penalty: 4041.916016
	Iteration 12Q: 3 clusters Score -462040.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -462052.625000 Penalty: 4041.916016
	Iteration 13Q: 3 clusters Score -462052.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -462062.437500 Penalty: 4041.916016
	Iteration 14Q: 3 clusters Score -462062.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -462066.625000 Penalty: 4041.916016
	Iteration 15Q: 3 clusters Score -462066.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -462068.812500 Penalty: 4041.916016
	Iteration 16Q: 3 clusters Score -462068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -462078.812500 Penalty: 4041.916016
	Iteration 17Q: 3 clusters Score -462078.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -462082.031250 Penalty: 4041.916016
	Iteration 18Q: 3 clusters Score -462082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -462087.531250 Penalty: 4041.916016
	Iteration 19Q: 3 clusters Score -462087.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -462102.250000 Penalty: 4041.916016
	Iteration 20F: 3 clusters Score -462102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -462108.093750 Penalty: 4041.916016
	Iteration 21Q: 3 clusters Score -462108.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -462114.031250 Penalty: 4041.916016
	Iteration 22Q: 3 clusters Score -462114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -462117.000000 Penalty: 4041.916016
	Iteration 23Q: 3 clusters Score -462117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -462114.656250 Penalty: 4041.916016
	Iteration 24Q: 3 clusters Score -462114.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -462116.718750 Penalty: 4041.916016
	Iteration 25Q: 3 clusters Score -462116.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -462120.218750 Penalty: 4041.916016
	Iteration 26Q: 3 clusters Score -462120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -462119.937500 Penalty: 4041.916016
	Iteration 27Q: 3 clusters Score -462119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -462121.593750 Penalty: 4041.916016
	Iteration 28Q: 3 clusters Score -462121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -462122.093750 Penalty: 4041.916016
	Iteration 29Q: 3 clusters Score -462122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -462120.312500 Penalty: 4041.916016
	Iteration 30Q: 3 clusters Score -462120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -462122.812500 Penalty: 4041.916016
	Iteration 31Q: 3 clusters Score -462122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -462122.812500 Penalty: 4041.916016
	Iteration 32F: 3 clusters Score -462122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 182496 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Entering Unmasked Estep 
Score: -133680592.000000 Penalty: 156011.062500
Splitting cluster 15 changes total score from -133655736.000000 to -133680592.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 16 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -82746.234375 Penalty: 1683.944092
	Iteration 0F: 2 clusters Score -82746.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81028.296875 Penalty: 3367.888184
	Iteration 0F: 3 clusters Score -81028.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81565.445312 Penalty: 3367.888184
	Iteration 1F: 3 clusters Score -81565.45 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82012.968750 Penalty: 3367.888184
	Iteration 2F: 3 clusters Score -82012.97 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82360.375000 Penalty: 3367.888184
	Iteration 3F: 3 clusters Score -82360.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82568.132812 Penalty: 3367.888184
	Iteration 4F: 3 clusters Score -82568.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -82750.101562 Penalty: 3367.888184
	Iteration 5F: 3 clusters Score -82750.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -82871.250000 Penalty: 3367.888184
	Iteration 6Q: 3 clusters Score -82871.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82950.414062 Penalty: 3367.888184
	Iteration 7Q: 3 clusters Score -82950.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -82987.484375 Penalty: 3367.888184
	Iteration 8Q: 3 clusters Score -82987.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -83028.093750 Penalty: 3367.888184
	Iteration 9Q: 3 clusters Score -83028.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83060.195312 Penalty: 3367.888184
	Iteration 10Q: 3 clusters Score -83060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83069.562500 Penalty: 3367.888184
	Iteration 11Q: 3 clusters Score -83069.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83071.343750 Penalty: 3367.888184
	Iteration 12Q: 3 clusters Score -83071.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83071.960938 Penalty: 3367.888184
	Iteration 13Q: 3 clusters Score -83071.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83071.960938 Penalty: 3367.888184
	Iteration 14F: 3 clusters Score -83071.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 182496 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Entering Unmasked Estep 
Score: -133679216.000000 Penalty: 159477.984375
Splitting cluster 16 changes total score from -133655736.000000 to -133679216.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 17 (182496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182496 members 
Entering Unmasked Estep 
Score: -21492742.000000 Penalty: 3004.392090
	Iteration 0F: 2 clusters Score -2.149274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -21372604.000000 Penalty: 6008.784180
	Iteration 0F: 3 clusters Score -2.13726e+07 nChanged 87425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -21423696.000000 Penalty: 6008.784180
	Iteration 1F: 3 clusters Score -2.14237e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -21425400.000000 Penalty: 6008.784180
	Iteration 2Q: 3 clusters Score -2.14254e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -21428166.000000 Penalty: 6008.784180
	Iteration 3Q: 3 clusters Score -2.142817e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102553 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -21432894.000000 Penalty: 6008.784180
	Iteration 4F: 3 clusters Score -2.143289e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108988 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -21440110.000000 Penalty: 6008.784180
	Iteration 5F: 3 clusters Score -2.144011e+07 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -21449454.000000 Penalty: 6008.784180
	Iteration 6F: 3 clusters Score -2.144945e+07 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -21458282.000000 Penalty: 6008.784180
	Iteration 7F: 3 clusters Score -2.145828e+07 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135346 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -21465528.000000 Penalty: 6008.784180
	Iteration 8F: 3 clusters Score -2.146553e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143402 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -21471646.000000 Penalty: 6008.784180
	Iteration 9F: 3 clusters Score -2.147165e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150320 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -21476832.000000 Penalty: 6008.784180
	Iteration 10Q: 3 clusters Score -2.147683e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156026 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -21481368.000000 Penalty: 6008.784180
	Iteration 11Q: 3 clusters Score -2.148137e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -21485250.000000 Penalty: 6008.784180
	Iteration 12Q: 3 clusters Score -2.148525e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163183 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -21487960.000000 Penalty: 6008.784180
	Iteration 13Q: 3 clusters Score -2.148796e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165261 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -21489686.000000 Penalty: 6008.784180
	Iteration 14Q: 3 clusters Score -2.148969e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166875 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -21490658.000000 Penalty: 6008.784180
	Iteration 15Q: 3 clusters Score -2.149066e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168202 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -21491236.000000 Penalty: 6008.784180
	Iteration 16Q: 3 clusters Score -2.149124e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169321 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -21491648.000000 Penalty: 6008.784180
	Iteration 17Q: 3 clusters Score -2.149165e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170333 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -21491934.000000 Penalty: 6008.784180
	Iteration 18Q: 3 clusters Score -2.149193e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171243 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -21492208.000000 Penalty: 6008.784180
	Iteration 19Q: 3 clusters Score -2.149221e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172028 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -21492322.000000 Penalty: 6008.784180
	Iteration 20F: 3 clusters Score -2.149232e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172737 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -21492488.000000 Penalty: 6008.784180
	Iteration 21Q: 3 clusters Score -2.149249e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -21492636.000000 Penalty: 6008.784180
	Iteration 22Q: 3 clusters Score -2.149264e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173900 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -21492732.000000 Penalty: 6008.784180
	Iteration 23Q: 3 clusters Score -2.149273e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174350 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -21492872.000000 Penalty: 6008.784180
	Iteration 24Q: 3 clusters Score -2.149287e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174718 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -21492926.000000 Penalty: 6008.784180
	Iteration 25Q: 3 clusters Score -2.149293e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175030 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -21492996.000000 Penalty: 6008.784180
	Iteration 26Q: 3 clusters Score -2.1493e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175296 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -21493034.000000 Penalty: 6008.784180
	Iteration 27Q: 3 clusters Score -2.149303e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175544 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -21493096.000000 Penalty: 6008.784180
	Iteration 28Q: 3 clusters Score -2.14931e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175757 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -21493104.000000 Penalty: 6008.784180
	Iteration 29Q: 3 clusters Score -2.14931e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -21493148.000000 Penalty: 6008.784180
	Iteration 30Q: 3 clusters Score -2.149315e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176068 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -21493156.000000 Penalty: 6008.784180
	Iteration 31Q: 3 clusters Score -2.149316e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176208 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -21493204.000000 Penalty: 6008.784180
	Iteration 32Q: 3 clusters Score -2.14932e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176327 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -21493190.000000 Penalty: 6008.784180
	Iteration 33Q: 3 clusters Score -2.149319e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176433 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -21493212.000000 Penalty: 6008.784180
	Iteration 34Q: 3 clusters Score -2.149321e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176524 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -21493254.000000 Penalty: 6008.784180
	Iteration 35Q: 3 clusters Score -2.149325e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176593 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -21493236.000000 Penalty: 6008.784180
	Iteration 36Q: 3 clusters Score -2.149324e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176659 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -21493216.000000 Penalty: 6008.784180
	Iteration 37Q: 3 clusters Score -2.149322e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176712 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -21493218.000000 Penalty: 6008.784180
	Iteration 38Q: 3 clusters Score -2.149322e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176764 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -21493228.000000 Penalty: 6008.784180
	Iteration 39Q: 3 clusters Score -2.149323e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176804 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -21493228.000000 Penalty: 6008.784180
	Iteration 40F: 3 clusters Score -2.149323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176839 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -21493258.000000 Penalty: 6008.784180
	Iteration 41Q: 3 clusters Score -2.149326e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176878 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -21493284.000000 Penalty: 6008.784180
	Iteration 42Q: 3 clusters Score -2.149328e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176912 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -21493290.000000 Penalty: 6008.784180
	Iteration 43Q: 3 clusters Score -2.149329e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176947 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -21493274.000000 Penalty: 6008.784180
	Iteration 44Q: 3 clusters Score -2.149327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176975 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -21493300.000000 Penalty: 6008.784180
	Iteration 45Q: 3 clusters Score -2.14933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176997 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -21493298.000000 Penalty: 6008.784180
	Iteration 46Q: 3 clusters Score -2.14933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177010 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -21493312.000000 Penalty: 6008.784180
	Iteration 47Q: 3 clusters Score -2.149331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177020 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -21493290.000000 Penalty: 6008.784180
	Iteration 48Q: 3 clusters Score -2.149329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177029 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -21493296.000000 Penalty: 6008.784180
	Iteration 49Q: 3 clusters Score -2.14933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177038 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -21493306.000000 Penalty: 6008.784180
	Iteration 50Q: 3 clusters Score -2.149331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177051 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -21493312.000000 Penalty: 6008.784180
	Iteration 51Q: 3 clusters Score -2.149331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177059 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -21493310.000000 Penalty: 6008.784180
	Iteration 52Q: 3 clusters Score -2.149331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177070 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -21493318.000000 Penalty: 6008.784180
	Iteration 53Q: 3 clusters Score -2.149332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177080 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -21493336.000000 Penalty: 6008.784180
	Iteration 54Q: 3 clusters Score -2.149334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177083 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -21493326.000000 Penalty: 6008.784180
	Iteration 55Q: 3 clusters Score -2.149333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177086 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -21493324.000000 Penalty: 6008.784180
	Iteration 56Q: 3 clusters Score -2.149332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177087 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -21493322.000000 Penalty: 6008.784180
	Iteration 57Q: 3 clusters Score -2.149332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177087 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -21493322.000000 Penalty: 6008.784180
	Iteration 58F: 3 clusters Score -2.149332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Entering Unmasked Estep 
Score: -133679640.000000 Penalty: 162944.890625
Splitting cluster 17 changes total score from -133655736.000000 to -133679640.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 18 (19625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Entering Unmasked Estep 
Score: -2007815.250000 Penalty: 2451.370850
	Iteration 0F: 2 clusters Score -2007815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1993994.000000 Penalty: 4902.741699
	Iteration 0F: 3 clusters Score -1993994 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1999479.000000 Penalty: 4902.741699
	Iteration 1F: 3 clusters Score -1999479 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2000872.125000 Penalty: 4902.741699
	Iteration 2F: 3 clusters Score -2000872 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2002594.250000 Penalty: 4902.741699
	Iteration 3F: 3 clusters Score -2002594 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2004199.125000 Penalty: 4902.741699
	Iteration 4F: 3 clusters Score -2004199 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2005266.750000 Penalty: 4902.741699
	Iteration 5F: 3 clusters Score -2005267 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2006007.875000 Penalty: 4902.741699
	Iteration 6F: 3 clusters Score -2006008 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2006514.250000 Penalty: 4902.741699
	Iteration 7Q: 3 clusters Score -2006514 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2006943.875000 Penalty: 4902.741699
	Iteration 8Q: 3 clusters Score -2006944 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2007318.250000 Penalty: 4902.741699
	Iteration 9Q: 3 clusters Score -2007318 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2007613.250000 Penalty: 4902.741699
	Iteration 10Q: 3 clusters Score -2007613 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2007818.625000 Penalty: 4902.741699
	Iteration 11Q: 3 clusters Score -2007819 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2007964.125000 Penalty: 4902.741699
	Iteration 12Q: 3 clusters Score -2007964 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2008069.750000 Penalty: 4902.741699
	Iteration 13Q: 3 clusters Score -2008070 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2008150.875000 Penalty: 4902.741699
	Iteration 14Q: 3 clusters Score -2008151 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2008204.000000 Penalty: 4902.741699
	Iteration 15Q: 3 clusters Score -2008204 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2008241.500000 Penalty: 4902.741699
	Iteration 16Q: 3 clusters Score -2008242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2008254.875000 Penalty: 4902.741699
	Iteration 17Q: 3 clusters Score -2008255 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2008265.250000 Penalty: 4902.741699
	Iteration 18Q: 3 clusters Score -2008265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2008274.125000 Penalty: 4902.741699
	Iteration 19Q: 3 clusters Score -2008274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2008284.875000 Penalty: 4902.741699
	Iteration 20F: 3 clusters Score -2008285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2008289.750000 Penalty: 4902.741699
	Iteration 21Q: 3 clusters Score -2008290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2008299.500000 Penalty: 4902.741699
	Iteration 22Q: 3 clusters Score -2008300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2008297.000000 Penalty: 4902.741699
	Iteration 23Q: 3 clusters Score -2008297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2008309.000000 Penalty: 4902.741699
	Iteration 24Q: 3 clusters Score -2008309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2008309.375000 Penalty: 4902.741699
	Iteration 25Q: 3 clusters Score -2008309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2008313.375000 Penalty: 4902.741699
	Iteration 26Q: 3 clusters Score -2008313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2008317.500000 Penalty: 4902.741699
	Iteration 27Q: 3 clusters Score -2008318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2008321.125000 Penalty: 4902.741699
	Iteration 28Q: 3 clusters Score -2008321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2008322.875000 Penalty: 4902.741699
	Iteration 29Q: 3 clusters Score -2008323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2008321.375000 Penalty: 4902.741699
	Iteration 30Q: 3 clusters Score -2008321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2008326.250000 Penalty: 4902.741699
	Iteration 31Q: 3 clusters Score -2008326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2008325.750000 Penalty: 4902.741699
	Iteration 32Q: 3 clusters Score -2008326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2008324.250000 Penalty: 4902.741699
	Iteration 33Q: 3 clusters Score -2008324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2008327.250000 Penalty: 4902.741699
	Iteration 34Q: 3 clusters Score -2008327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2008329.125000 Penalty: 4902.741699
	Iteration 35Q: 3 clusters Score -2008329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2008329.125000 Penalty: 4902.741699
	Iteration 36F: 3 clusters Score -2008329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Mstep: Class 48 contains 13811 members 
Entering Unmasked Estep 
Score: -133678736.000000 Penalty: 166411.812500
Splitting cluster 18 changes total score from -133655736.000000 to -133678736.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 19 (52350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Entering Unmasked Estep 
Score: -6344702.000000 Penalty: 2694.695312
	Iteration 0F: 2 clusters Score -6344702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -6309253.000000 Penalty: 5389.390625
	Iteration 0F: 3 clusters Score -6309253 nChanged 24382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -6322777.000000 Penalty: 5389.390625
	Iteration 1F: 3 clusters Score -6322777 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -6323344.500000 Penalty: 5389.390625
	Iteration 2Q: 3 clusters Score -6323344 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -6323916.500000 Penalty: 5389.390625
	Iteration 3Q: 3 clusters Score -6323916 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -6324671.000000 Penalty: 5389.390625
	Iteration 4Q: 3 clusters Score -6324671 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -6325797.500000 Penalty: 5389.390625
	Iteration 5Q: 3 clusters Score -6325798 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -6327660.000000 Penalty: 5389.390625
	Iteration 6F: 3 clusters Score -6327660 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -6330294.000000 Penalty: 5389.390625
	Iteration 7F: 3 clusters Score -6330294 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -6333487.500000 Penalty: 5389.390625
	Iteration 8F: 3 clusters Score -6333488 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -6336416.000000 Penalty: 5389.390625
	Iteration 9F: 3 clusters Score -6336416 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -6338643.500000 Penalty: 5389.390625
	Iteration 10F: 3 clusters Score -6338644 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -6340142.500000 Penalty: 5389.390625
	Iteration 11Q: 3 clusters Score -6340142 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6341018.000000 Penalty: 5389.390625
	Iteration 12Q: 3 clusters Score -6341018 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6341574.000000 Penalty: 5389.390625
	Iteration 13Q: 3 clusters Score -6341574 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6341933.500000 Penalty: 5389.390625
	Iteration 14Q: 3 clusters Score -6341934 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6342104.500000 Penalty: 5389.390625
	Iteration 15Q: 3 clusters Score -6342104 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6342210.000000 Penalty: 5389.390625
	Iteration 16Q: 3 clusters Score -6342210 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6342280.000000 Penalty: 5389.390625
	Iteration 17Q: 3 clusters Score -6342280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6342323.500000 Penalty: 5389.390625
	Iteration 18Q: 3 clusters Score -6342324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6342375.000000 Penalty: 5389.390625
	Iteration 19Q: 3 clusters Score -6342375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6342408.000000 Penalty: 5389.390625
	Iteration 20F: 3 clusters Score -6342408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6342427.500000 Penalty: 5389.390625
	Iteration 21Q: 3 clusters Score -6342428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6342443.500000 Penalty: 5389.390625
	Iteration 22Q: 3 clusters Score -6342444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6342452.500000 Penalty: 5389.390625
	Iteration 23Q: 3 clusters Score -6342452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6342471.000000 Penalty: 5389.390625
	Iteration 24Q: 3 clusters Score -6342471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6342474.500000 Penalty: 5389.390625
	Iteration 25Q: 3 clusters Score -6342474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6342472.500000 Penalty: 5389.390625
	Iteration 26Q: 3 clusters Score -6342472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6342474.500000 Penalty: 5389.390625
	Iteration 27Q: 3 clusters Score -6342474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6342471.000000 Penalty: 5389.390625
	Iteration 28Q: 3 clusters Score -6342471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6342472.500000 Penalty: 5389.390625
	Iteration 29Q: 3 clusters Score -6342472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6342482.000000 Penalty: 5389.390625
	Iteration 30Q: 3 clusters Score -6342482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6342480.500000 Penalty: 5389.390625
	Iteration 31Q: 3 clusters Score -6342480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6342485.500000 Penalty: 5389.390625
	Iteration 32Q: 3 clusters Score -6342486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6342488.000000 Penalty: 5389.390625
	Iteration 33Q: 3 clusters Score -6342488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6342492.000000 Penalty: 5389.390625
	Iteration 34Q: 3 clusters Score -6342492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6342494.500000 Penalty: 5389.390625
	Iteration 35Q: 3 clusters Score -6342494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6342493.000000 Penalty: 5389.390625
	Iteration 36Q: 3 clusters Score -6342493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6342496.500000 Penalty: 5389.390625
	Iteration 37Q: 3 clusters Score -6342496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6342496.500000 Penalty: 5389.390625
	Iteration 38Q: 3 clusters Score -6342496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6342498.500000 Penalty: 5389.390625
	Iteration 39Q: 3 clusters Score -6342498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6342499.000000 Penalty: 5389.390625
	Iteration 40F: 3 clusters Score -6342499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6342500.000000 Penalty: 5389.390625
	Iteration 41Q: 3 clusters Score -6342500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6342502.000000 Penalty: 5389.390625
	Iteration 42Q: 3 clusters Score -6342502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6342513.000000 Penalty: 5389.390625
	Iteration 43Q: 3 clusters Score -6342513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6342515.000000 Penalty: 5389.390625
	Iteration 44Q: 3 clusters Score -6342515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6342515.500000 Penalty: 5389.390625
	Iteration 45Q: 3 clusters Score -6342516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6342524.000000 Penalty: 5389.390625
	Iteration 46Q: 3 clusters Score -6342524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6342523.500000 Penalty: 5389.390625
	Iteration 47Q: 3 clusters Score -6342524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6342518.000000 Penalty: 5389.390625
	Iteration 48Q: 3 clusters Score -6342518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6342518.000000 Penalty: 5389.390625
	Iteration 49Q: 3 clusters Score -6342518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6342516.000000 Penalty: 5389.390625
	Iteration 50Q: 3 clusters Score -6342516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6342521.500000 Penalty: 5389.390625
	Iteration 51Q: 3 clusters Score -6342522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6342522.500000 Penalty: 5389.390625
	Iteration 52Q: 3 clusters Score -6342522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6342526.500000 Penalty: 5389.390625
	Iteration 53Q: 3 clusters Score -6342526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6342526.500000 Penalty: 5389.390625
	Iteration 54F: 3 clusters Score -6342526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Entering Unmasked Estep 
Score: -1441275.375000 Penalty: 2343.557861
	Iteration 0F: 2 clusters Score -1441275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1431911.500000 Penalty: 4687.115723
	Iteration 0F: 3 clusters Score -1431912 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1435230.500000 Penalty: 4687.115723
	Iteration 1F: 3 clusters Score -1435230 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1436100.125000 Penalty: 4687.115723
	Iteration 2F: 3 clusters Score -1436100 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1437277.875000 Penalty: 4687.115723
	Iteration 3F: 3 clusters Score -1437278 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1438661.625000 Penalty: 4687.115723
	Iteration 4F: 3 clusters Score -1438662 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1439747.250000 Penalty: 4687.115723
	Iteration 5F: 3 clusters Score -1439747 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1440394.500000 Penalty: 4687.115723
	Iteration 6F: 3 clusters Score -1440394 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1440883.625000 Penalty: 4687.115723
	Iteration 7Q: 3 clusters Score -1440884 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1441237.750000 Penalty: 4687.115723
	Iteration 8Q: 3 clusters Score -1441238 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1441539.500000 Penalty: 4687.115723
	Iteration 9Q: 3 clusters Score -1441540 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1441823.000000 Penalty: 4687.115723
	Iteration 10Q: 3 clusters Score -1441823 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1442183.500000 Penalty: 4687.115723
	Iteration 11Q: 3 clusters Score -1442184 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1442685.750000 Penalty: 4687.115723
	Iteration 12Q: 3 clusters Score -1442686 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1443370.125000 Penalty: 4687.115723
	Iteration 13Q: 3 clusters Score -1443370 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1443644.875000 Penalty: 4687.115723
	Iteration 14Q: 3 clusters Score -1443645 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1443753.875000 Penalty: 4687.115723
	Iteration 15Q: 3 clusters Score -1443754 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1443832.500000 Penalty: 4687.115723
	Iteration 16Q: 3 clusters Score -1443832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1443877.875000 Penalty: 4687.115723
	Iteration 17Q: 3 clusters Score -1443878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1443904.875000 Penalty: 4687.115723
	Iteration 18Q: 3 clusters Score -1443905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1443936.125000 Penalty: 4687.115723
	Iteration 19Q: 3 clusters Score -1443936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1443962.250000 Penalty: 4687.115723
	Iteration 20F: 3 clusters Score -1443962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1444001.375000 Penalty: 4687.115723
	Iteration 21Q: 3 clusters Score -1444001 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1444042.875000 Penalty: 4687.115723
	Iteration 22Q: 3 clusters Score -1444043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1444111.625000 Penalty: 4687.115723
	Iteration 23Q: 3 clusters Score -1444112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1444194.625000 Penalty: 4687.115723
	Iteration 24Q: 3 clusters Score -1444195 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1444273.000000 Penalty: 4687.115723
	Iteration 25Q: 3 clusters Score -1444273 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1444367.000000 Penalty: 4687.115723
	Iteration 26Q: 3 clusters Score -1444367 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1444468.125000 Penalty: 4687.115723
	Iteration 27Q: 3 clusters Score -1444468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1444544.500000 Penalty: 4687.115723
	Iteration 28Q: 3 clusters Score -1444544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1444604.500000 Penalty: 4687.115723
	Iteration 29Q: 3 clusters Score -1444604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1444639.500000 Penalty: 4687.115723
	Iteration 30Q: 3 clusters Score -1444640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1444669.500000 Penalty: 4687.115723
	Iteration 31Q: 3 clusters Score -1444670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1444692.750000 Penalty: 4687.115723
	Iteration 32Q: 3 clusters Score -1444693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1444718.500000 Penalty: 4687.115723
	Iteration 33Q: 3 clusters Score -1444718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1444735.375000 Penalty: 4687.115723
	Iteration 34Q: 3 clusters Score -1444735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1444760.500000 Penalty: 4687.115723
	Iteration 35Q: 3 clusters Score -1444760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1444793.000000 Penalty: 4687.115723
	Iteration 36Q: 3 clusters Score -1444793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1444803.000000 Penalty: 4687.115723
	Iteration 37Q: 3 clusters Score -1444803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1444816.500000 Penalty: 4687.115723
	Iteration 38Q: 3 clusters Score -1444816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1444830.750000 Penalty: 4687.115723
	Iteration 39Q: 3 clusters Score -1444831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1444840.375000 Penalty: 4687.115723
	Iteration 40F: 3 clusters Score -1444840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1444850.125000 Penalty: 4687.115723
	Iteration 41Q: 3 clusters Score -1444850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1444854.375000 Penalty: 4687.115723
	Iteration 42Q: 3 clusters Score -1444854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1444851.500000 Penalty: 4687.115723
	Iteration 43Q: 3 clusters Score -1444852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1444857.500000 Penalty: 4687.115723
	Iteration 44Q: 3 clusters Score -1444858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1444863.625000 Penalty: 4687.115723
	Iteration 45Q: 3 clusters Score -1444864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1444864.500000 Penalty: 4687.115723
	Iteration 46Q: 3 clusters Score -1444864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1444863.875000 Penalty: 4687.115723
	Iteration 47Q: 3 clusters Score -1444864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1444864.375000 Penalty: 4687.115723
	Iteration 48Q: 3 clusters Score -1444864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1444865.000000 Penalty: 4687.115723
	Iteration 49Q: 3 clusters Score -1444865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1444865.000000 Penalty: 4687.115723
	Iteration 50F: 3 clusters Score -1444865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Mstep: Class 48 contains 13811 members 
Mstep: Class 49 contains 7015 members 
Entering Unmasked Estep 
Score: -133681192.000000 Penalty: 169878.718750
Splitting cluster 20 changes total score from -133655736.000000 to -133681192.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 21 (10496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Entering Unmasked Estep 
Score: -1201715.250000 Penalty: 2296.169922
	Iteration 0F: 2 clusters Score -1201715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1193764.500000 Penalty: 4592.339844
	Iteration 0F: 3 clusters Score -1193764 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1196152.500000 Penalty: 4592.339844
	Iteration 1F: 3 clusters Score -1196152 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1196564.125000 Penalty: 4592.339844
	Iteration 2F: 3 clusters Score -1196564 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1196981.500000 Penalty: 4592.339844
	Iteration 3F: 3 clusters Score -1196982 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1197408.875000 Penalty: 4592.339844
	Iteration 4F: 3 clusters Score -1197409 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1197848.125000 Penalty: 4592.339844
	Iteration 5F: 3 clusters Score -1197848 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1198288.750000 Penalty: 4592.339844
	Iteration 6F: 3 clusters Score -1198289 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1198694.500000 Penalty: 4592.339844
	Iteration 7F: 3 clusters Score -1198694 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1199000.625000 Penalty: 4592.339844
	Iteration 8Q: 3 clusters Score -1199001 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1199267.625000 Penalty: 4592.339844
	Iteration 9Q: 3 clusters Score -1199268 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1199494.875000 Penalty: 4592.339844
	Iteration 10Q: 3 clusters Score -1199495 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1199686.125000 Penalty: 4592.339844
	Iteration 11Q: 3 clusters Score -1199686 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1199816.500000 Penalty: 4592.339844
	Iteration 12Q: 3 clusters Score -1199816 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1199923.625000 Penalty: 4592.339844
	Iteration 13Q: 3 clusters Score -1199924 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1200003.625000 Penalty: 4592.339844
	Iteration 14Q: 3 clusters Score -1200004 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1200079.125000 Penalty: 4592.339844
	Iteration 15Q: 3 clusters Score -1200079 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1200140.375000 Penalty: 4592.339844
	Iteration 16Q: 3 clusters Score -1200140 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1200194.250000 Penalty: 4592.339844
	Iteration 17Q: 3 clusters Score -1200194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1200245.000000 Penalty: 4592.339844
	Iteration 18Q: 3 clusters Score -1200245 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1200291.125000 Penalty: 4592.339844
	Iteration 19Q: 3 clusters Score -1200291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1200324.000000 Penalty: 4592.339844
	Iteration 20F: 3 clusters Score -1200324 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1200355.750000 Penalty: 4592.339844
	Iteration 21Q: 3 clusters Score -1200356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1200400.375000 Penalty: 4592.339844
	Iteration 22Q: 3 clusters Score -1200400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1200446.500000 Penalty: 4592.339844
	Iteration 23Q: 3 clusters Score -1200446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1200502.500000 Penalty: 4592.339844
	Iteration 24Q: 3 clusters Score -1200502 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1200585.500000 Penalty: 4592.339844
	Iteration 25Q: 3 clusters Score -1200586 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1200710.750000 Penalty: 4592.339844
	Iteration 26Q: 3 clusters Score -1200711 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1200852.875000 Penalty: 4592.339844
	Iteration 27Q: 3 clusters Score -1200853 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1200970.625000 Penalty: 4592.339844
	Iteration 28Q: 3 clusters Score -1200971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1201031.750000 Penalty: 4592.339844
	Iteration 29Q: 3 clusters Score -1201032 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1201066.625000 Penalty: 4592.339844
	Iteration 30Q: 3 clusters Score -1201067 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1201097.500000 Penalty: 4592.339844
	Iteration 31Q: 3 clusters Score -1201098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1201113.250000 Penalty: 4592.339844
	Iteration 32Q: 3 clusters Score -1201113 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1201133.125000 Penalty: 4592.339844
	Iteration 33Q: 3 clusters Score -1201133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1201147.375000 Penalty: 4592.339844
	Iteration 34Q: 3 clusters Score -1201147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1201163.000000 Penalty: 4592.339844
	Iteration 35Q: 3 clusters Score -1201163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1201180.625000 Penalty: 4592.339844
	Iteration 36Q: 3 clusters Score -1201181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1201190.750000 Penalty: 4592.339844
	Iteration 37Q: 3 clusters Score -1201191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1201201.500000 Penalty: 4592.339844
	Iteration 38Q: 3 clusters Score -1201202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1201210.875000 Penalty: 4592.339844
	Iteration 39Q: 3 clusters Score -1201211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1201216.125000 Penalty: 4592.339844
	Iteration 40F: 3 clusters Score -1201216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1201227.750000 Penalty: 4592.339844
	Iteration 41Q: 3 clusters Score -1201228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1201239.375000 Penalty: 4592.339844
	Iteration 42Q: 3 clusters Score -1201239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1201251.875000 Penalty: 4592.339844
	Iteration 43Q: 3 clusters Score -1201252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1201258.500000 Penalty: 4592.339844
	Iteration 44Q: 3 clusters Score -1201258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1201273.375000 Penalty: 4592.339844
	Iteration 45Q: 3 clusters Score -1201273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1201282.750000 Penalty: 4592.339844
	Iteration 46Q: 3 clusters Score -1201283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1201298.250000 Penalty: 4592.339844
	Iteration 47Q: 3 clusters Score -1201298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1201303.625000 Penalty: 4592.339844
	Iteration 48Q: 3 clusters Score -1201304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1201308.875000 Penalty: 4592.339844
	Iteration 49Q: 3 clusters Score -1201309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1201312.750000 Penalty: 4592.339844
	Iteration 50Q: 3 clusters Score -1201313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1201314.000000 Penalty: 4592.339844
	Iteration 51Q: 3 clusters Score -1201314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1201317.000000 Penalty: 4592.339844
	Iteration 52Q: 3 clusters Score -1201317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1201320.250000 Penalty: 4592.339844
	Iteration 53Q: 3 clusters Score -1201320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1201323.250000 Penalty: 4592.339844
	Iteration 54Q: 3 clusters Score -1201323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1201323.750000 Penalty: 4592.339844
	Iteration 55Q: 3 clusters Score -1201324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1201327.625000 Penalty: 4592.339844
	Iteration 56Q: 3 clusters Score -1201328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1201329.125000 Penalty: 4592.339844
	Iteration 57Q: 3 clusters Score -1201329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1201329.625000 Penalty: 4592.339844
	Iteration 58Q: 3 clusters Score -1201330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1201330.750000 Penalty: 4592.339844
	Iteration 59Q: 3 clusters Score -1201331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1201332.625000 Penalty: 4592.339844
	Iteration 60F: 3 clusters Score -1201333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1201337.125000 Penalty: 4592.339844
	Iteration 61Q: 3 clusters Score -1201337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1201342.750000 Penalty: 4592.339844
	Iteration 62Q: 3 clusters Score -1201343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1201344.000000 Penalty: 4592.339844
	Iteration 63Q: 3 clusters Score -1201344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1201348.125000 Penalty: 4592.339844
	Iteration 64Q: 3 clusters Score -1201348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1201350.250000 Penalty: 4592.339844
	Iteration 65Q: 3 clusters Score -1201350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1201352.375000 Penalty: 4592.339844
	Iteration 66Q: 3 clusters Score -1201352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1201352.500000 Penalty: 4592.339844
	Iteration 67Q: 3 clusters Score -1201352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1201351.500000 Penalty: 4592.339844
	Iteration 68Q: 3 clusters Score -1201352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1201352.750000 Penalty: 4592.339844
	Iteration 69Q: 3 clusters Score -1201353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1201353.750000 Penalty: 4592.339844
	Iteration 70Q: 3 clusters Score -1201354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1201352.750000 Penalty: 4592.339844
	Iteration 71Q: 3 clusters Score -1201353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1201355.250000 Penalty: 4592.339844
	Iteration 72Q: 3 clusters Score -1201355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1201354.625000 Penalty: 4592.339844
	Iteration 73Q: 3 clusters Score -1201355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1201355.375000 Penalty: 4592.339844
	Iteration 74Q: 3 clusters Score -1201355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1201356.000000 Penalty: 4592.339844
	Iteration 75Q: 3 clusters Score -1201356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1201353.750000 Penalty: 4592.339844
	Iteration 76Q: 3 clusters Score -1201354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1201355.125000 Penalty: 4592.339844
	Iteration 77Q: 3 clusters Score -1201355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1201357.250000 Penalty: 4592.339844
	Iteration 78Q: 3 clusters Score -1201357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1201355.375000 Penalty: 4592.339844
	Iteration 79Q: 3 clusters Score -1201355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1201356.375000 Penalty: 4592.339844
	Iteration 80F: 3 clusters Score -1201356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1201359.250000 Penalty: 4592.339844
	Iteration 81Q: 3 clusters Score -1201359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1201357.000000 Penalty: 4592.339844
	Iteration 82Q: 3 clusters Score -1201357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1201356.375000 Penalty: 4592.339844
	Iteration 83Q: 3 clusters Score -1201356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1201356.375000 Penalty: 4592.339844
	Iteration 84F: 3 clusters Score -1201356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Entering Unmasked Estep 
Score: -823431.437500 Penalty: 2205.060547
	Iteration 0F: 2 clusters Score -823431.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -817507.375000 Penalty: 4410.121094
	Iteration 0F: 3 clusters Score -817507.4 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -819078.812500 Penalty: 4410.121094
	Iteration 1F: 3 clusters Score -819078.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -819363.062500 Penalty: 4410.121094
	Iteration 2F: 3 clusters Score -819363.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -819595.937500 Penalty: 4410.121094
	Iteration 3F: 3 clusters Score -819595.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -819802.437500 Penalty: 4410.121094
	Iteration 4Q: 3 clusters Score -819802.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -820021.250000 Penalty: 4410.121094
	Iteration 5Q: 3 clusters Score -820021.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -820247.500000 Penalty: 4410.121094
	Iteration 6Q: 3 clusters Score -820247.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -820473.125000 Penalty: 4410.121094
	Iteration 7Q: 3 clusters Score -820473.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -820778.812500 Penalty: 4410.121094
	Iteration 8Q: 3 clusters Score -820778.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -821128.500000 Penalty: 4410.121094
	Iteration 9Q: 3 clusters Score -821128.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -821432.625000 Penalty: 4410.121094
	Iteration 10Q: 3 clusters Score -821432.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -821648.500000 Penalty: 4410.121094
	Iteration 11Q: 3 clusters Score -821648.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -821838.875000 Penalty: 4410.121094
	Iteration 12Q: 3 clusters Score -821838.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -821993.500000 Penalty: 4410.121094
	Iteration 13Q: 3 clusters Score -821993.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -822173.625000 Penalty: 4410.121094
	Iteration 14Q: 3 clusters Score -822173.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -822398.500000 Penalty: 4410.121094
	Iteration 15Q: 3 clusters Score -822398.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -822581.437500 Penalty: 4410.121094
	Iteration 16Q: 3 clusters Score -822581.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -822667.187500 Penalty: 4410.121094
	Iteration 17Q: 3 clusters Score -822667.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -822717.437500 Penalty: 4410.121094
	Iteration 18Q: 3 clusters Score -822717.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -822750.062500 Penalty: 4410.121094
	Iteration 19Q: 3 clusters Score -822750.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -822781.937500 Penalty: 4410.121094
	Iteration 20F: 3 clusters Score -822781.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -822810.312500 Penalty: 4410.121094
	Iteration 21Q: 3 clusters Score -822810.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -822831.750000 Penalty: 4410.121094
	Iteration 22Q: 3 clusters Score -822831.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -822851.375000 Penalty: 4410.121094
	Iteration 23Q: 3 clusters Score -822851.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -822875.500000 Penalty: 4410.121094
	Iteration 24Q: 3 clusters Score -822875.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -822904.687500 Penalty: 4410.121094
	Iteration 25Q: 3 clusters Score -822904.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -822935.062500 Penalty: 4410.121094
	Iteration 26Q: 3 clusters Score -822935.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -822957.750000 Penalty: 4410.121094
	Iteration 27Q: 3 clusters Score -822957.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -822981.312500 Penalty: 4410.121094
	Iteration 28Q: 3 clusters Score -822981.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -822992.312500 Penalty: 4410.121094
	Iteration 29Q: 3 clusters Score -822992.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -822999.500000 Penalty: 4410.121094
	Iteration 30Q: 3 clusters Score -822999.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -823006.812500 Penalty: 4410.121094
	Iteration 31Q: 3 clusters Score -823006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -823010.187500 Penalty: 4410.121094
	Iteration 32Q: 3 clusters Score -823010.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -823015.312500 Penalty: 4410.121094
	Iteration 33Q: 3 clusters Score -823015.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -823023.937500 Penalty: 4410.121094
	Iteration 34Q: 3 clusters Score -823023.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -823029.750000 Penalty: 4410.121094
	Iteration 35Q: 3 clusters Score -823029.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -823035.312500 Penalty: 4410.121094
	Iteration 36Q: 3 clusters Score -823035.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -823045.500000 Penalty: 4410.121094
	Iteration 37Q: 3 clusters Score -823045.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -823054.125000 Penalty: 4410.121094
	Iteration 38Q: 3 clusters Score -823054.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -823058.812500 Penalty: 4410.121094
	Iteration 39Q: 3 clusters Score -823058.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -823063.937500 Penalty: 4410.121094
	Iteration 40F: 3 clusters Score -823063.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -823069.812500 Penalty: 4410.121094
	Iteration 41Q: 3 clusters Score -823069.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -823073.625000 Penalty: 4410.121094
	Iteration 42Q: 3 clusters Score -823073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -823075.687500 Penalty: 4410.121094
	Iteration 43Q: 3 clusters Score -823075.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -823078.875000 Penalty: 4410.121094
	Iteration 44Q: 3 clusters Score -823078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -823082.437500 Penalty: 4410.121094
	Iteration 45Q: 3 clusters Score -823082.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -823086.250000 Penalty: 4410.121094
	Iteration 46Q: 3 clusters Score -823086.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -823090.875000 Penalty: 4410.121094
	Iteration 47Q: 3 clusters Score -823090.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -823096.812500 Penalty: 4410.121094
	Iteration 48Q: 3 clusters Score -823096.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -823104.625000 Penalty: 4410.121094
	Iteration 49Q: 3 clusters Score -823104.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -823112.687500 Penalty: 4410.121094
	Iteration 50Q: 3 clusters Score -823112.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -823121.750000 Penalty: 4410.121094
	Iteration 51Q: 3 clusters Score -823121.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -823129.812500 Penalty: 4410.121094
	Iteration 52Q: 3 clusters Score -823129.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -823137.375000 Penalty: 4410.121094
	Iteration 53Q: 3 clusters Score -823137.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -823141.875000 Penalty: 4410.121094
	Iteration 54Q: 3 clusters Score -823141.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -823147.062500 Penalty: 4410.121094
	Iteration 55Q: 3 clusters Score -823147.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -823150.812500 Penalty: 4410.121094
	Iteration 56Q: 3 clusters Score -823150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -823153.187500 Penalty: 4410.121094
	Iteration 57Q: 3 clusters Score -823153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -823155.375000 Penalty: 4410.121094
	Iteration 58Q: 3 clusters Score -823155.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -823156.000000 Penalty: 4410.121094
	Iteration 59Q: 3 clusters Score -823156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -823157.000000 Penalty: 4410.121094
	Iteration 60F: 3 clusters Score -823157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -823158.250000 Penalty: 4410.121094
	Iteration 61Q: 3 clusters Score -823158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -823158.187500 Penalty: 4410.121094
	Iteration 62Q: 3 clusters Score -823158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -823158.187500 Penalty: 4410.121094
	Iteration 63F: 3 clusters Score -823158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Entering Unmasked Estep 
Score: -1529665.750000 Penalty: 2356.394531
	Iteration 0F: 2 clusters Score -1529666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1519802.000000 Penalty: 4712.789062
	Iteration 0F: 3 clusters Score -1519802 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1523380.625000 Penalty: 4712.789062
	Iteration 1F: 3 clusters Score -1523381 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1524855.625000 Penalty: 4712.789062
	Iteration 2F: 3 clusters Score -1524856 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1526537.500000 Penalty: 4712.789062
	Iteration 3F: 3 clusters Score -1526538 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1528075.625000 Penalty: 4712.789062
	Iteration 4F: 3 clusters Score -1528076 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1529297.625000 Penalty: 4712.789062
	Iteration 5F: 3 clusters Score -1529298 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1530275.625000 Penalty: 4712.789062
	Iteration 6Q: 3 clusters Score -1530276 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1530819.625000 Penalty: 4712.789062
	Iteration 7Q: 3 clusters Score -1530820 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1531077.375000 Penalty: 4712.789062
	Iteration 8Q: 3 clusters Score -1531077 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1531278.625000 Penalty: 4712.789062
	Iteration 9Q: 3 clusters Score -1531279 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1531533.500000 Penalty: 4712.789062
	Iteration 10Q: 3 clusters Score -1531534 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1531853.750000 Penalty: 4712.789062
	Iteration 11Q: 3 clusters Score -1531854 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1532196.250000 Penalty: 4712.789062
	Iteration 12Q: 3 clusters Score -1532196 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1532573.125000 Penalty: 4712.789062
	Iteration 13Q: 3 clusters Score -1532573 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1533203.250000 Penalty: 4712.789062
	Iteration 14Q: 3 clusters Score -1533203 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1534136.875000 Penalty: 4712.789062
	Iteration 15Q: 3 clusters Score -1534137 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1535029.000000 Penalty: 4712.789062
	Iteration 16Q: 3 clusters Score -1535029 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1535339.375000 Penalty: 4712.789062
	Iteration 17Q: 3 clusters Score -1535339 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1535404.125000 Penalty: 4712.789062
	Iteration 18Q: 3 clusters Score -1535404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1535427.375000 Penalty: 4712.789062
	Iteration 19Q: 3 clusters Score -1535427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1535442.125000 Penalty: 4712.789062
	Iteration 20F: 3 clusters Score -1535442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1535454.625000 Penalty: 4712.789062
	Iteration 21Q: 3 clusters Score -1535455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1535460.625000 Penalty: 4712.789062
	Iteration 22Q: 3 clusters Score -1535461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1535464.125000 Penalty: 4712.789062
	Iteration 23Q: 3 clusters Score -1535464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1535472.500000 Penalty: 4712.789062
	Iteration 24Q: 3 clusters Score -1535472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1535466.375000 Penalty: 4712.789062
	Iteration 25Q: 3 clusters Score -1535466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1535467.250000 Penalty: 4712.789062
	Iteration 26Q: 3 clusters Score -1535467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1535471.250000 Penalty: 4712.789062
	Iteration 27Q: 3 clusters Score -1535471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1535471.375000 Penalty: 4712.789062
	Iteration 28Q: 3 clusters Score -1535471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1535474.250000 Penalty: 4712.789062
	Iteration 29Q: 3 clusters Score -1535474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1535475.250000 Penalty: 4712.789062
	Iteration 30Q: 3 clusters Score -1535475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1535472.625000 Penalty: 4712.789062
	Iteration 31Q: 3 clusters Score -1535473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1535470.875000 Penalty: 4712.789062
	Iteration 32Q: 3 clusters Score -1535471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1535475.250000 Penalty: 4712.789062
	Iteration 33Q: 3 clusters Score -1535475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1535475.250000 Penalty: 4712.789062
	Iteration 34F: 3 clusters Score -1535475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Mstep: Class 48 contains 13811 members 
Mstep: Class 49 contains 7015 members 
Mstep: Class 50 contains 5028 members 
Entering Unmasked Estep 
Score: -133685736.000000 Penalty: 173345.625000
Splitting cluster 23 changes total score from -133655736.000000 to -133685736.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 24 (33073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Entering Unmasked Estep 
Score: -3816306.250000 Penalty: 2580.805176
	Iteration 0F: 2 clusters Score -3816306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3793677.500000 Penalty: 5161.610352
	Iteration 0F: 3 clusters Score -3793678 nChanged 15098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3802302.000000 Penalty: 5161.610352
	Iteration 1F: 3 clusters Score -3802302 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3803490.500000 Penalty: 5161.610352
	Iteration 2F: 3 clusters Score -3803490 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3804856.000000 Penalty: 5161.610352
	Iteration 3F: 3 clusters Score -3804856 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3806546.250000 Penalty: 5161.610352
	Iteration 4F: 3 clusters Score -3806546 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3808479.000000 Penalty: 5161.610352
	Iteration 5F: 3 clusters Score -3808479 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3810569.000000 Penalty: 5161.610352
	Iteration 6F: 3 clusters Score -3810569 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3812758.750000 Penalty: 5161.610352
	Iteration 7F: 3 clusters Score -3812759 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3815259.500000 Penalty: 5161.610352
	Iteration 8F: 3 clusters Score -3815260 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3818366.250000 Penalty: 5161.610352
	Iteration 9F: 3 clusters Score -3818366 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3820928.500000 Penalty: 5161.610352
	Iteration 10Q: 3 clusters Score -3820928 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3821855.500000 Penalty: 5161.610352
	Iteration 11Q: 3 clusters Score -3821856 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3822055.750000 Penalty: 5161.610352
	Iteration 12Q: 3 clusters Score -3822056 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3822106.250000 Penalty: 5161.610352
	Iteration 13Q: 3 clusters Score -3822106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3822133.250000 Penalty: 5161.610352
	Iteration 14Q: 3 clusters Score -3822133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3822123.250000 Penalty: 5161.610352
	Iteration 15Q: 3 clusters Score -3822123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3822130.000000 Penalty: 5161.610352
	Iteration 16Q: 3 clusters Score -3822130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3822131.250000 Penalty: 5161.610352
	Iteration 17Q: 3 clusters Score -3822131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3822131.250000 Penalty: 5161.610352
	Iteration 18Q: 3 clusters Score -3822131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3822134.000000 Penalty: 5161.610352
	Iteration 19Q: 3 clusters Score -3822134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3822135.250000 Penalty: 5161.610352
	Iteration 20F: 3 clusters Score -3822135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Mstep: Class 48 contains 13811 members 
Mstep: Class 49 contains 7015 members 
Mstep: Class 50 contains 5028 members 
Mstep: Class 51 contains 22130 members 
Entering Unmasked Estep 
Score: -133690936.000000 Penalty: 176812.546875
Splitting cluster 24 changes total score from -133655736.000000 to -133690936.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 25 (5297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Entering Unmasked Estep 
Score: -600281.312500 Penalty: 2126.574219
	Iteration 0F: 2 clusters Score -600281.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -595621.875000 Penalty: 4253.148438
	Iteration 0F: 3 clusters Score -595621.9 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -597059.562500 Penalty: 4253.148438
	Iteration 1F: 3 clusters Score -597059.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -597698.250000 Penalty: 4253.148438
	Iteration 2F: 3 clusters Score -597698.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -598324.562500 Penalty: 4253.148438
	Iteration 3F: 3 clusters Score -598324.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -598879.062500 Penalty: 4253.148438
	Iteration 4F: 3 clusters Score -598879.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -599278.562500 Penalty: 4253.148438
	Iteration 5F: 3 clusters Score -599278.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -599520.250000 Penalty: 4253.148438
	Iteration 6F: 3 clusters Score -599520.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -599665.375000 Penalty: 4253.148438
	Iteration 7Q: 3 clusters Score -599665.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -599744.125000 Penalty: 4253.148438
	Iteration 8Q: 3 clusters Score -599744.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -599797.187500 Penalty: 4253.148438
	Iteration 9Q: 3 clusters Score -599797.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -599821.062500 Penalty: 4253.148438
	Iteration 10Q: 3 clusters Score -599821.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -599832.312500 Penalty: 4253.148438
	Iteration 11Q: 3 clusters Score -599832.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -599843.937500 Penalty: 4253.148438
	Iteration 12Q: 3 clusters Score -599843.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -599855.625000 Penalty: 4253.148438
	Iteration 13Q: 3 clusters Score -599855.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -599866.812500 Penalty: 4253.148438
	Iteration 14Q: 3 clusters Score -599866.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -599878.812500 Penalty: 4253.148438
	Iteration 15Q: 3 clusters Score -599878.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -599889.000000 Penalty: 4253.148438
	Iteration 16Q: 3 clusters Score -599889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -599901.750000 Penalty: 4253.148438
	Iteration 17Q: 3 clusters Score -599901.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -599915.250000 Penalty: 4253.148438
	Iteration 18Q: 3 clusters Score -599915.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -599926.187500 Penalty: 4253.148438
	Iteration 19Q: 3 clusters Score -599926.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -599933.187500 Penalty: 4253.148438
	Iteration 20F: 3 clusters Score -599933.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -599940.125000 Penalty: 4253.148438
	Iteration 21Q: 3 clusters Score -599940.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -599948.437500 Penalty: 4253.148438
	Iteration 22Q: 3 clusters Score -599948.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -599954.875000 Penalty: 4253.148438
	Iteration 23Q: 3 clusters Score -599954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -599956.625000 Penalty: 4253.148438
	Iteration 24Q: 3 clusters Score -599956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -599957.812500 Penalty: 4253.148438
	Iteration 25Q: 3 clusters Score -599957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -599959.625000 Penalty: 4253.148438
	Iteration 26Q: 3 clusters Score -599959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -599960.062500 Penalty: 4253.148438
	Iteration 27Q: 3 clusters Score -599960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -599960.687500 Penalty: 4253.148438
	Iteration 28Q: 3 clusters Score -599960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -599960.687500 Penalty: 4253.148438
	Iteration 29F: 3 clusters Score -599960.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Entering Unmasked Estep 
Score: -10994681.000000 Penalty: 2839.559570
	Iteration 0F: 2 clusters Score -1.099468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -10932131.000000 Penalty: 5679.119141
	Iteration 0F: 3 clusters Score -1.093213e+07 nChanged 44146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -10956803.000000 Penalty: 5679.119141
	Iteration 1F: 3 clusters Score -1.09568e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -10957598.000000 Penalty: 5679.119141
	Iteration 2Q: 3 clusters Score -1.09576e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -10958578.000000 Penalty: 5679.119141
	Iteration 3Q: 3 clusters Score -1.095858e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -10959981.000000 Penalty: 5679.119141
	Iteration 4Q: 3 clusters Score -1.095998e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -10962169.000000 Penalty: 5679.119141
	Iteration 5F: 3 clusters Score -1.096217e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -10965850.000000 Penalty: 5679.119141
	Iteration 6F: 3 clusters Score -1.096585e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -10971336.000000 Penalty: 5679.119141
	Iteration 7F: 3 clusters Score -1.097134e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -10978031.000000 Penalty: 5679.119141
	Iteration 8F: 3 clusters Score -1.097803e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -10984317.000000 Penalty: 5679.119141
	Iteration 9F: 3 clusters Score -1.098432e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -10988594.000000 Penalty: 5679.119141
	Iteration 10Q: 3 clusters Score -1.098859e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -10990757.000000 Penalty: 5679.119141
	Iteration 11Q: 3 clusters Score -1.099076e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -10991533.000000 Penalty: 5679.119141
	Iteration 12Q: 3 clusters Score -1.099153e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -10991827.000000 Penalty: 5679.119141
	Iteration 13Q: 3 clusters Score -1.099183e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -10991975.000000 Penalty: 5679.119141
	Iteration 14Q: 3 clusters Score -1.099198e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -10992038.000000 Penalty: 5679.119141
	Iteration 15Q: 3 clusters Score -1.099204e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 93557 members 
Entering Unmasked Estep 
Score: -10992094.000000 Penalty: 5679.119141
	Iteration 16Q: 3 clusters Score -1.099209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -10992095.000000 Penalty: 5679.119141
	Iteration 17Q: 3 clusters Score -1.09921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -10992131.000000 Penalty: 5679.119141
	Iteration 18Q: 3 clusters Score -1.099213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -10992160.000000 Penalty: 5679.119141
	Iteration 19Q: 3 clusters Score -1.099216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -10992171.000000 Penalty: 5679.119141
	Iteration 20F: 3 clusters Score -1.099217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -10992179.000000 Penalty: 5679.119141
	Iteration 21Q: 3 clusters Score -1.099218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -10992190.000000 Penalty: 5679.119141
	Iteration 22Q: 3 clusters Score -1.099219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -10992189.000000 Penalty: 5679.119141
	Iteration 23Q: 3 clusters Score -1.099219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -10992193.000000 Penalty: 5679.119141
	Iteration 24Q: 3 clusters Score -1.099219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -10992192.000000 Penalty: 5679.119141
	Iteration 25Q: 3 clusters Score -1.099219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -10992192.000000 Penalty: 5679.119141
	Iteration 26F: 3 clusters Score -1.099219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (122928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122928 members 
Entering Unmasked Estep 
Score: -14440597.000000 Penalty: 2906.399658
	Iteration 0F: 2 clusters Score -1.44406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -14358986.000000 Penalty: 5812.799316
	Iteration 0F: 3 clusters Score -1.435899e+07 nChanged 58241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -14392851.000000 Penalty: 5812.799316
	Iteration 1F: 3 clusters Score -1.439285e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -14394382.000000 Penalty: 5812.799316
	Iteration 2Q: 3 clusters Score -1.439438e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -14396571.000000 Penalty: 5812.799316
	Iteration 3Q: 3 clusters Score -1.439657e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -14400081.000000 Penalty: 5812.799316
	Iteration 4F: 3 clusters Score -1.440008e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -14405862.000000 Penalty: 5812.799316
	Iteration 5F: 3 clusters Score -1.440586e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -14413530.000000 Penalty: 5812.799316
	Iteration 6F: 3 clusters Score -1.441353e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105026 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -14421780.000000 Penalty: 5812.799316
	Iteration 7F: 3 clusters Score -1.442178e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -14428722.000000 Penalty: 5812.799316
	Iteration 8F: 3 clusters Score -1.442872e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117825 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -14433546.000000 Penalty: 5812.799316
	Iteration 9Q: 3 clusters Score -1.443355e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -14436074.000000 Penalty: 5812.799316
	Iteration 10Q: 3 clusters Score -1.443607e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121790 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -14437095.000000 Penalty: 5812.799316
	Iteration 11Q: 3 clusters Score -1.44371e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122269 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14437585.000000 Penalty: 5812.799316
	Iteration 12Q: 3 clusters Score -1.443758e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -14437780.000000 Penalty: 5812.799316
	Iteration 13Q: 3 clusters Score -1.443778e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -14437896.000000 Penalty: 5812.799316
	Iteration 14Q: 3 clusters Score -1.44379e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122541 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14437943.000000 Penalty: 5812.799316
	Iteration 15Q: 3 clusters Score -1.443794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122561 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14437960.000000 Penalty: 5812.799316
	Iteration 16Q: 3 clusters Score -1.443796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122567 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -14437989.000000 Penalty: 5812.799316
	Iteration 17Q: 3 clusters Score -1.443799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14438010.000000 Penalty: 5812.799316
	Iteration 18Q: 3 clusters Score -1.443801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14437989.000000 Penalty: 5812.799316
	Iteration 19Q: 3 clusters Score -1.443799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122575 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14438011.000000 Penalty: 5812.799316
	Iteration 20F: 3 clusters Score -1.443801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122577 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14438017.000000 Penalty: 5812.799316
	Iteration 21Q: 3 clusters Score -1.443802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14438019.000000 Penalty: 5812.799316
	Iteration 22Q: 3 clusters Score -1.443802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122589 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14438031.000000 Penalty: 5812.799316
	Iteration 23Q: 3 clusters Score -1.443803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122591 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14438034.000000 Penalty: 5812.799316
	Iteration 24Q: 3 clusters Score -1.443803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122596 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14438028.000000 Penalty: 5812.799316
	Iteration 25Q: 3 clusters Score -1.443803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122597 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14438031.000000 Penalty: 5812.799316
	Iteration 26Q: 3 clusters Score -1.443803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122598 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14438028.000000 Penalty: 5812.799316
	Iteration 27Q: 3 clusters Score -1.443803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122598 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14438028.000000 Penalty: 5812.799316
	Iteration 28F: 3 clusters Score -1.443803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Entering Unmasked Estep 
Score: -1988474.250000 Penalty: 2412.987549
	Iteration 0F: 2 clusters Score -1988474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1976543.250000 Penalty: 4825.975098
	Iteration 0F: 3 clusters Score -1976543 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1980491.125000 Penalty: 4825.975098
	Iteration 1F: 3 clusters Score -1980491 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1981140.125000 Penalty: 4825.975098
	Iteration 2F: 3 clusters Score -1981140 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1981775.500000 Penalty: 4825.975098
	Iteration 3F: 3 clusters Score -1981776 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1982391.750000 Penalty: 4825.975098
	Iteration 4F: 3 clusters Score -1982392 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1982955.250000 Penalty: 4825.975098
	Iteration 5F: 3 clusters Score -1982955 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1983604.500000 Penalty: 4825.975098
	Iteration 6F: 3 clusters Score -1983604 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1984316.500000 Penalty: 4825.975098
	Iteration 7F: 3 clusters Score -1984316 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1984946.375000 Penalty: 4825.975098
	Iteration 8F: 3 clusters Score -1984946 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1985440.500000 Penalty: 4825.975098
	Iteration 9Q: 3 clusters Score -1985440 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1985736.000000 Penalty: 4825.975098
	Iteration 10Q: 3 clusters Score -1985736 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1985869.375000 Penalty: 4825.975098
	Iteration 11Q: 3 clusters Score -1985869 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1986005.000000 Penalty: 4825.975098
	Iteration 12Q: 3 clusters Score -1986005 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1986091.750000 Penalty: 4825.975098
	Iteration 13Q: 3 clusters Score -1986092 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1986144.750000 Penalty: 4825.975098
	Iteration 14Q: 3 clusters Score -1986145 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1986198.250000 Penalty: 4825.975098
	Iteration 15Q: 3 clusters Score -1986198 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1986251.000000 Penalty: 4825.975098
	Iteration 16Q: 3 clusters Score -1986251 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1986296.250000 Penalty: 4825.975098
	Iteration 17Q: 3 clusters Score -1986296 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1986333.750000 Penalty: 4825.975098
	Iteration 18Q: 3 clusters Score -1986334 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1986374.875000 Penalty: 4825.975098
	Iteration 19Q: 3 clusters Score -1986375 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1986417.000000 Penalty: 4825.975098
	Iteration 20F: 3 clusters Score -1986417 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1986459.125000 Penalty: 4825.975098
	Iteration 21Q: 3 clusters Score -1986459 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1986496.375000 Penalty: 4825.975098
	Iteration 22Q: 3 clusters Score -1986496 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1986530.500000 Penalty: 4825.975098
	Iteration 23Q: 3 clusters Score -1986530 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1986573.875000 Penalty: 4825.975098
	Iteration 24Q: 3 clusters Score -1986574 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1986602.875000 Penalty: 4825.975098
	Iteration 25Q: 3 clusters Score -1986603 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1986644.250000 Penalty: 4825.975098
	Iteration 26Q: 3 clusters Score -1986644 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1986677.625000 Penalty: 4825.975098
	Iteration 27Q: 3 clusters Score -1986678 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1986735.125000 Penalty: 4825.975098
	Iteration 28Q: 3 clusters Score -1986735 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1986815.000000 Penalty: 4825.975098
	Iteration 29Q: 3 clusters Score -1986815 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1986911.625000 Penalty: 4825.975098
	Iteration 30Q: 3 clusters Score -1986912 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1987018.750000 Penalty: 4825.975098
	Iteration 31Q: 3 clusters Score -1987019 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1987158.625000 Penalty: 4825.975098
	Iteration 32Q: 3 clusters Score -1987159 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1987302.375000 Penalty: 4825.975098
	Iteration 33Q: 3 clusters Score -1987302 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1987440.500000 Penalty: 4825.975098
	Iteration 34Q: 3 clusters Score -1987440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1987547.875000 Penalty: 4825.975098
	Iteration 35Q: 3 clusters Score -1987548 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1987638.000000 Penalty: 4825.975098
	Iteration 36Q: 3 clusters Score -1987638 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1987706.000000 Penalty: 4825.975098
	Iteration 37Q: 3 clusters Score -1987706 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1987750.750000 Penalty: 4825.975098
	Iteration 38Q: 3 clusters Score -1987751 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1987793.500000 Penalty: 4825.975098
	Iteration 39Q: 3 clusters Score -1987794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1987816.125000 Penalty: 4825.975098
	Iteration 40F: 3 clusters Score -1987816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1987831.125000 Penalty: 4825.975098
	Iteration 41Q: 3 clusters Score -1987831 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1987837.375000 Penalty: 4825.975098
	Iteration 42Q: 3 clusters Score -1987837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1987852.125000 Penalty: 4825.975098
	Iteration 43Q: 3 clusters Score -1987852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1987861.000000 Penalty: 4825.975098
	Iteration 44Q: 3 clusters Score -1987861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1987867.875000 Penalty: 4825.975098
	Iteration 45Q: 3 clusters Score -1987868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1987883.125000 Penalty: 4825.975098
	Iteration 46Q: 3 clusters Score -1987883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1987884.000000 Penalty: 4825.975098
	Iteration 47Q: 3 clusters Score -1987884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1987888.250000 Penalty: 4825.975098
	Iteration 48Q: 3 clusters Score -1987888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1987891.500000 Penalty: 4825.975098
	Iteration 49Q: 3 clusters Score -1987892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1987895.875000 Penalty: 4825.975098
	Iteration 50Q: 3 clusters Score -1987896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1987894.750000 Penalty: 4825.975098
	Iteration 51Q: 3 clusters Score -1987895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1987900.750000 Penalty: 4825.975098
	Iteration 52Q: 3 clusters Score -1987901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1987899.125000 Penalty: 4825.975098
	Iteration 53Q: 3 clusters Score -1987899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1987907.500000 Penalty: 4825.975098
	Iteration 54Q: 3 clusters Score -1987908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1987905.375000 Penalty: 4825.975098
	Iteration 55Q: 3 clusters Score -1987905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1987910.625000 Penalty: 4825.975098
	Iteration 56Q: 3 clusters Score -1987911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1987911.375000 Penalty: 4825.975098
	Iteration 57Q: 3 clusters Score -1987911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1987913.375000 Penalty: 4825.975098
	Iteration 58Q: 3 clusters Score -1987913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1987914.250000 Penalty: 4825.975098
	Iteration 59Q: 3 clusters Score -1987914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1987914.250000 Penalty: 4825.975098
	Iteration 60F: 3 clusters Score -1987914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (53781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Entering Unmasked Estep 
Score: -6278875.000000 Penalty: 2701.383545
	Iteration 0F: 2 clusters Score -6278875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6242588.000000 Penalty: 5402.767090
	Iteration 0F: 3 clusters Score -6242588 nChanged 24925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -6256724.500000 Penalty: 5402.767090
	Iteration 1F: 3 clusters Score -6256724 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -6257637.500000 Penalty: 5402.767090
	Iteration 2Q: 3 clusters Score -6257638 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -6258822.500000 Penalty: 5402.767090
	Iteration 3Q: 3 clusters Score -6258822 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -6260405.000000 Penalty: 5402.767090
	Iteration 4F: 3 clusters Score -6260405 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -6262526.500000 Penalty: 5402.767090
	Iteration 5F: 3 clusters Score -6262526 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -6265098.500000 Penalty: 5402.767090
	Iteration 6F: 3 clusters Score -6265098 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -6267677.000000 Penalty: 5402.767090
	Iteration 7F: 3 clusters Score -6267677 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -6269947.500000 Penalty: 5402.767090
	Iteration 8F: 3 clusters Score -6269948 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -6271583.000000 Penalty: 5402.767090
	Iteration 9Q: 3 clusters Score -6271583 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -6272754.500000 Penalty: 5402.767090
	Iteration 10Q: 3 clusters Score -6272754 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -6273583.500000 Penalty: 5402.767090
	Iteration 11Q: 3 clusters Score -6273584 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -6274373.500000 Penalty: 5402.767090
	Iteration 12Q: 3 clusters Score -6274374 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -6275287.000000 Penalty: 5402.767090
	Iteration 13Q: 3 clusters Score -6275287 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -6276181.000000 Penalty: 5402.767090
	Iteration 14Q: 3 clusters Score -6276181 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -6276819.000000 Penalty: 5402.767090
	Iteration 15Q: 3 clusters Score -6276819 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -6277306.500000 Penalty: 5402.767090
	Iteration 16Q: 3 clusters Score -6277306 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -6277539.500000 Penalty: 5402.767090
	Iteration 17Q: 3 clusters Score -6277540 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -6277716.000000 Penalty: 5402.767090
	Iteration 18Q: 3 clusters Score -6277716 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -6277842.000000 Penalty: 5402.767090
	Iteration 19Q: 3 clusters Score -6277842 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -6277955.000000 Penalty: 5402.767090
	Iteration 20F: 3 clusters Score -6277955 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -6278015.000000 Penalty: 5402.767090
	Iteration 21Q: 3 clusters Score -6278015 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -6278059.500000 Penalty: 5402.767090
	Iteration 22Q: 3 clusters Score -6278060 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -6278094.000000 Penalty: 5402.767090
	Iteration 23Q: 3 clusters Score -6278094 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -6278129.500000 Penalty: 5402.767090
	Iteration 24Q: 3 clusters Score -6278130 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -6278174.500000 Penalty: 5402.767090
	Iteration 25Q: 3 clusters Score -6278174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -6278180.000000 Penalty: 5402.767090
	Iteration 26Q: 3 clusters Score -6278180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -6278210.500000 Penalty: 5402.767090
	Iteration 27Q: 3 clusters Score -6278210 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -6278238.000000 Penalty: 5402.767090
	Iteration 28Q: 3 clusters Score -6278238 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -6278249.500000 Penalty: 5402.767090
	Iteration 29Q: 3 clusters Score -6278250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -6278269.000000 Penalty: 5402.767090
	Iteration 30Q: 3 clusters Score -6278269 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -6278281.500000 Penalty: 5402.767090
	Iteration 31Q: 3 clusters Score -6278282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6278295.500000 Penalty: 5402.767090
	Iteration 32Q: 3 clusters Score -6278296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -6278315.000000 Penalty: 5402.767090
	Iteration 33Q: 3 clusters Score -6278315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -6278318.500000 Penalty: 5402.767090
	Iteration 34Q: 3 clusters Score -6278318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -6278335.500000 Penalty: 5402.767090
	Iteration 35Q: 3 clusters Score -6278336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -6278344.000000 Penalty: 5402.767090
	Iteration 36Q: 3 clusters Score -6278344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -6278339.500000 Penalty: 5402.767090
	Iteration 37Q: 3 clusters Score -6278340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -6278340.500000 Penalty: 5402.767090
	Iteration 38Q: 3 clusters Score -6278340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -6278351.500000 Penalty: 5402.767090
	Iteration 39Q: 3 clusters Score -6278352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -6278366.000000 Penalty: 5402.767090
	Iteration 40F: 3 clusters Score -6278366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -6278372.500000 Penalty: 5402.767090
	Iteration 41Q: 3 clusters Score -6278372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -6278368.500000 Penalty: 5402.767090
	Iteration 42Q: 3 clusters Score -6278368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -6278382.500000 Penalty: 5402.767090
	Iteration 43Q: 3 clusters Score -6278382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -6278381.000000 Penalty: 5402.767090
	Iteration 44Q: 3 clusters Score -6278381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -6278370.500000 Penalty: 5402.767090
	Iteration 45Q: 3 clusters Score -6278370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -6278366.500000 Penalty: 5402.767090
	Iteration 46Q: 3 clusters Score -6278366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -6278370.000000 Penalty: 5402.767090
	Iteration 47Q: 3 clusters Score -6278370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -6278373.000000 Penalty: 5402.767090
	Iteration 48Q: 3 clusters Score -6278373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -6278383.000000 Penalty: 5402.767090
	Iteration 49Q: 3 clusters Score -6278383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -6278382.500000 Penalty: 5402.767090
	Iteration 50Q: 3 clusters Score -6278382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -6278382.000000 Penalty: 5402.767090
	Iteration 51Q: 3 clusters Score -6278382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -6278382.000000 Penalty: 5402.767090
	Iteration 52F: 3 clusters Score -6278382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Entering Unmasked Estep 
Score: -1041829.750000 Penalty: 2209.624268
	Iteration 0F: 2 clusters Score -1041830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1035835.875000 Penalty: 4419.248535
	Iteration 0F: 3 clusters Score -1035836 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1038615.687500 Penalty: 4419.248535
	Iteration 1F: 3 clusters Score -1038616 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1040306.750000 Penalty: 4419.248535
	Iteration 2F: 3 clusters Score -1040307 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1042556.500000 Penalty: 4419.248535
	Iteration 3F: 3 clusters Score -1042556 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1045228.750000 Penalty: 4419.248535
	Iteration 4F: 3 clusters Score -1045229 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1046482.062500 Penalty: 4419.248535
	Iteration 5F: 3 clusters Score -1046482 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1046928.562500 Penalty: 4419.248535
	Iteration 6Q: 3 clusters Score -1046929 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1047295.250000 Penalty: 4419.248535
	Iteration 7Q: 3 clusters Score -1047295 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1047463.500000 Penalty: 4419.248535
	Iteration 8Q: 3 clusters Score -1047464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1047542.562500 Penalty: 4419.248535
	Iteration 9Q: 3 clusters Score -1047543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1047612.687500 Penalty: 4419.248535
	Iteration 10Q: 3 clusters Score -1047613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1047673.937500 Penalty: 4419.248535
	Iteration 11Q: 3 clusters Score -1047674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1047750.562500 Penalty: 4419.248535
	Iteration 12Q: 3 clusters Score -1047751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1047812.750000 Penalty: 4419.248535
	Iteration 13Q: 3 clusters Score -1047813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1047868.187500 Penalty: 4419.248535
	Iteration 14Q: 3 clusters Score -1047868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1047924.750000 Penalty: 4419.248535
	Iteration 15Q: 3 clusters Score -1047925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1048016.187500 Penalty: 4419.248535
	Iteration 16Q: 3 clusters Score -1048016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1048123.875000 Penalty: 4419.248535
	Iteration 17Q: 3 clusters Score -1048124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1048224.062500 Penalty: 4419.248535
	Iteration 18Q: 3 clusters Score -1048224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1048313.562500 Penalty: 4419.248535
	Iteration 19Q: 3 clusters Score -1048314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1048496.812500 Penalty: 4419.248535
	Iteration 20F: 3 clusters Score -1048497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1048867.000000 Penalty: 4419.248535
	Iteration 21Q: 3 clusters Score -1048867 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1049412.500000 Penalty: 4419.248535
	Iteration 22Q: 3 clusters Score -1049412 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1049552.125000 Penalty: 4419.248535
	Iteration 23Q: 3 clusters Score -1049552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1049637.125000 Penalty: 4419.248535
	Iteration 24Q: 3 clusters Score -1049637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1049683.125000 Penalty: 4419.248535
	Iteration 25Q: 3 clusters Score -1049683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1049714.375000 Penalty: 4419.248535
	Iteration 26Q: 3 clusters Score -1049714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1049720.875000 Penalty: 4419.248535
	Iteration 27Q: 3 clusters Score -1049721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1049725.625000 Penalty: 4419.248535
	Iteration 28Q: 3 clusters Score -1049726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1049730.875000 Penalty: 4419.248535
	Iteration 29Q: 3 clusters Score -1049731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1049734.250000 Penalty: 4419.248535
	Iteration 30Q: 3 clusters Score -1049734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1049740.500000 Penalty: 4419.248535
	Iteration 31Q: 3 clusters Score -1049740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1049747.250000 Penalty: 4419.248535
	Iteration 32Q: 3 clusters Score -1049747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1049746.750000 Penalty: 4419.248535
	Iteration 33Q: 3 clusters Score -1049747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1049749.375000 Penalty: 4419.248535
	Iteration 34Q: 3 clusters Score -1049749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1049748.625000 Penalty: 4419.248535
	Iteration 35Q: 3 clusters Score -1049749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1049751.250000 Penalty: 4419.248535
	Iteration 36Q: 3 clusters Score -1049751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1049748.375000 Penalty: 4419.248535
	Iteration 37Q: 3 clusters Score -1049748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1049753.375000 Penalty: 4419.248535
	Iteration 38Q: 3 clusters Score -1049753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1049760.250000 Penalty: 4419.248535
	Iteration 39Q: 3 clusters Score -1049760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1049762.500000 Penalty: 4419.248535
	Iteration 40F: 3 clusters Score -1049762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1049768.500000 Penalty: 4419.248535
	Iteration 41Q: 3 clusters Score -1049768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1049769.250000 Penalty: 4419.248535
	Iteration 42Q: 3 clusters Score -1049769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1049771.000000 Penalty: 4419.248535
	Iteration 43Q: 3 clusters Score -1049771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1049768.125000 Penalty: 4419.248535
	Iteration 44Q: 3 clusters Score -1049768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1049770.000000 Penalty: 4419.248535
	Iteration 45Q: 3 clusters Score -1049770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1049770.000000 Penalty: 4419.248535
	Iteration 46F: 3 clusters Score -1049770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 3146 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Mstep: Class 48 contains 13811 members 
Mstep: Class 49 contains 7015 members 
Mstep: Class 50 contains 5028 members 
Mstep: Class 51 contains 22130 members 
Mstep: Class 52 contains 4258 members 
Entering Unmasked Estep 
Score: -133697552.000000 Penalty: 180279.453125
Splitting cluster 30 changes total score from -133655736.000000 to -133697552.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 31 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -44497.875000 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -44497.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43285.316406 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -43285.32 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43716.082031 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -43716.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43958.449219 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -43958.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44186.988281 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -44186.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44350.062500 Penalty: 3035.667480
	Iteration 4F: 3 clusters Score -44350.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44441.238281 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -44441.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44642.812500 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -44642.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44690.273438 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -44690.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44699.558594 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -44699.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44703.683594 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -44703.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44704.914062 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -44704.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44704.914062 Penalty: 3035.667480
	Iteration 11F: 3 clusters Score -44704.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 3146 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 12968 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Mstep: Class 48 contains 13811 members 
Mstep: Class 49 contains 7015 members 
Mstep: Class 50 contains 5028 members 
Mstep: Class 51 contains 22130 members 
Mstep: Class 52 contains 4258 members 
Mstep: Class 53 contains 174 members 
Entering Unmasked Estep 
Score: -133695608.000000 Penalty: 183746.375000
Splitting cluster 31 changes total score from -133655736.000000 to -133695608.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 32 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -32120.408203 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -32120.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30825.431641 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -30825.43 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31129.884766 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -31129.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31224.621094 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -31224.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31336.609375 Penalty: 3055.958740
	Iteration 3F: 3 clusters Score -31336.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31399.292969 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -31399.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31441.257812 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -31441.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -31464.597656 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -31464.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31481.912109 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -31481.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31498.376953 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -31498.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31515.085938 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -31515.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31524.035156 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -31524.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31528.742188 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -31528.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31528.742188 Penalty: 3055.958740
	Iteration 12F: 3 clusters Score -31528.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Entering Unmasked Estep 
Score: -858074.312500 Penalty: 2245.459229
	Iteration 0F: 2 clusters Score -858074.3 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 4258 members 
Entering Unmasked Estep 
Score: -851425.687500 Penalty: 4490.918457
	Iteration 0F: 3 clusters Score -851425.7 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -853545.562500 Penalty: 4490.918457
	Iteration 1F: 3 clusters Score -853545.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -854403.250000 Penalty: 4490.918457
	Iteration 2F: 3 clusters Score -854403.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -855221.562500 Penalty: 4490.918457
	Iteration 3F: 3 clusters Score -855221.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -855818.375000 Penalty: 4490.918457
	Iteration 4F: 3 clusters Score -855818.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -856215.000000 Penalty: 4490.918457
	Iteration 5F: 3 clusters Score -856215 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -856465.312500 Penalty: 4490.918457
	Iteration 6Q: 3 clusters Score -856465.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -856644.437500 Penalty: 4490.918457
	Iteration 7Q: 3 clusters Score -856644.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -856770.062500 Penalty: 4490.918457
	Iteration 8Q: 3 clusters Score -856770.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -856871.500000 Penalty: 4490.918457
	Iteration 9Q: 3 clusters Score -856871.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -856938.687500 Penalty: 4490.918457
	Iteration 10Q: 3 clusters Score -856938.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -856983.062500 Penalty: 4490.918457
	Iteration 11Q: 3 clusters Score -856983.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -857011.500000 Penalty: 4490.918457
	Iteration 12Q: 3 clusters Score -857011.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -857032.687500 Penalty: 4490.918457
	Iteration 13Q: 3 clusters Score -857032.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -857048.625000 Penalty: 4490.918457
	Iteration 14Q: 3 clusters Score -857048.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -857059.312500 Penalty: 4490.918457
	Iteration 15Q: 3 clusters Score -857059.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -857069.812500 Penalty: 4490.918457
	Iteration 16Q: 3 clusters Score -857069.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -857076.312500 Penalty: 4490.918457
	Iteration 17Q: 3 clusters Score -857076.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -857082.937500 Penalty: 4490.918457
	Iteration 18Q: 3 clusters Score -857082.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -857090.187500 Penalty: 4490.918457
	Iteration 19Q: 3 clusters Score -857090.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -857092.125000 Penalty: 4490.918457
	Iteration 20F: 3 clusters Score -857092.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -857096.312500 Penalty: 4490.918457
	Iteration 21Q: 3 clusters Score -857096.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -857099.000000 Penalty: 4490.918457
	Iteration 22Q: 3 clusters Score -857099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -857107.250000 Penalty: 4490.918457
	Iteration 23Q: 3 clusters Score -857107.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -857110.187500 Penalty: 4490.918457
	Iteration 24Q: 3 clusters Score -857110.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -857116.062500 Penalty: 4490.918457
	Iteration 25Q: 3 clusters Score -857116.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -857121.000000 Penalty: 4490.918457
	Iteration 26Q: 3 clusters Score -857121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -857128.937500 Penalty: 4490.918457
	Iteration 27Q: 3 clusters Score -857128.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -857131.687500 Penalty: 4490.918457
	Iteration 28Q: 3 clusters Score -857131.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -857140.312500 Penalty: 4490.918457
	Iteration 29Q: 3 clusters Score -857140.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -857143.812500 Penalty: 4490.918457
	Iteration 30Q: 3 clusters Score -857143.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -857151.687500 Penalty: 4490.918457
	Iteration 31Q: 3 clusters Score -857151.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -857154.750000 Penalty: 4490.918457
	Iteration 32Q: 3 clusters Score -857154.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -857163.437500 Penalty: 4490.918457
	Iteration 33Q: 3 clusters Score -857163.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -857168.250000 Penalty: 4490.918457
	Iteration 34Q: 3 clusters Score -857168.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -857172.375000 Penalty: 4490.918457
	Iteration 35Q: 3 clusters Score -857172.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -857179.500000 Penalty: 4490.918457
	Iteration 36Q: 3 clusters Score -857179.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -857187.187500 Penalty: 4490.918457
	Iteration 37Q: 3 clusters Score -857187.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -857189.375000 Penalty: 4490.918457
	Iteration 38Q: 3 clusters Score -857189.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -857192.812500 Penalty: 4490.918457
	Iteration 39Q: 3 clusters Score -857192.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -857198.062500 Penalty: 4490.918457
	Iteration 40F: 3 clusters Score -857198.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -857204.937500 Penalty: 4490.918457
	Iteration 41Q: 3 clusters Score -857204.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -857208.500000 Penalty: 4490.918457
	Iteration 42Q: 3 clusters Score -857208.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -857213.687500 Penalty: 4490.918457
	Iteration 43Q: 3 clusters Score -857213.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -857215.500000 Penalty: 4490.918457
	Iteration 44Q: 3 clusters Score -857215.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -857215.125000 Penalty: 4490.918457
	Iteration 45Q: 3 clusters Score -857215.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -857215.437500 Penalty: 4490.918457
	Iteration 46Q: 3 clusters Score -857215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -857220.000000 Penalty: 4490.918457
	Iteration 47Q: 3 clusters Score -857220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -857220.000000 Penalty: 4490.918457
	Iteration 48F: 3 clusters Score -857220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (38302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Entering Unmasked Estep 
Score: -4381917.000000 Penalty: 2617.207764
	Iteration 0F: 2 clusters Score -4381917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4356037.500000 Penalty: 5234.415527
	Iteration 0F: 3 clusters Score -4356038 nChanged 17415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -4365846.000000 Penalty: 5234.415527
	Iteration 1F: 3 clusters Score -4365846 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4366967.000000 Penalty: 5234.415527
	Iteration 2F: 3 clusters Score -4366967 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -4368447.500000 Penalty: 5234.415527
	Iteration 3F: 3 clusters Score -4368448 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4370411.000000 Penalty: 5234.415527
	Iteration 4F: 3 clusters Score -4370411 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -4372483.500000 Penalty: 5234.415527
	Iteration 5F: 3 clusters Score -4372484 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4374298.000000 Penalty: 5234.415527
	Iteration 6F: 3 clusters Score -4374298 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -4375430.000000 Penalty: 5234.415527
	Iteration 7F: 3 clusters Score -4375430 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -4376118.500000 Penalty: 5234.415527
	Iteration 8Q: 3 clusters Score -4376118 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -4376626.500000 Penalty: 5234.415527
	Iteration 9Q: 3 clusters Score -4376626 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -4377035.000000 Penalty: 5234.415527
	Iteration 10Q: 3 clusters Score -4377035 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -4377486.000000 Penalty: 5234.415527
	Iteration 11Q: 3 clusters Score -4377486 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4377951.000000 Penalty: 5234.415527
	Iteration 12Q: 3 clusters Score -4377951 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -4378358.500000 Penalty: 5234.415527
	Iteration 13Q: 3 clusters Score -4378358 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -4378585.000000 Penalty: 5234.415527
	Iteration 14Q: 3 clusters Score -4378585 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4378670.500000 Penalty: 5234.415527
	Iteration 15Q: 3 clusters Score -4378670 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -4378713.500000 Penalty: 5234.415527
	Iteration 16Q: 3 clusters Score -4378714 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4378759.500000 Penalty: 5234.415527
	Iteration 17Q: 3 clusters Score -4378760 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -4378774.500000 Penalty: 5234.415527
	Iteration 18Q: 3 clusters Score -4378774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -4378795.500000 Penalty: 5234.415527
	Iteration 19Q: 3 clusters Score -4378796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4378809.500000 Penalty: 5234.415527
	Iteration 20F: 3 clusters Score -4378810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -4378830.500000 Penalty: 5234.415527
	Iteration 21Q: 3 clusters Score -4378830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -4378841.000000 Penalty: 5234.415527
	Iteration 22Q: 3 clusters Score -4378841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -4378844.000000 Penalty: 5234.415527
	Iteration 23Q: 3 clusters Score -4378844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -4378847.500000 Penalty: 5234.415527
	Iteration 24Q: 3 clusters Score -4378848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -4378867.000000 Penalty: 5234.415527
	Iteration 25Q: 3 clusters Score -4378867 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4378875.000000 Penalty: 5234.415527
	Iteration 26Q: 3 clusters Score -4378875 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -4378873.000000 Penalty: 5234.415527
	Iteration 27Q: 3 clusters Score -4378873 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -4378887.000000 Penalty: 5234.415527
	Iteration 28Q: 3 clusters Score -4378887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -4378904.500000 Penalty: 5234.415527
	Iteration 29Q: 3 clusters Score -4378904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4378908.500000 Penalty: 5234.415527
	Iteration 30Q: 3 clusters Score -4378908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4378908.500000 Penalty: 5234.415527
	Iteration 31Q: 3 clusters Score -4378908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -4378912.000000 Penalty: 5234.415527
	Iteration 32Q: 3 clusters Score -4378912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -4378926.000000 Penalty: 5234.415527
	Iteration 33Q: 3 clusters Score -4378926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -4378933.500000 Penalty: 5234.415527
	Iteration 34Q: 3 clusters Score -4378934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4378938.000000 Penalty: 5234.415527
	Iteration 35Q: 3 clusters Score -4378938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4378956.500000 Penalty: 5234.415527
	Iteration 36Q: 3 clusters Score -4378956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4378955.500000 Penalty: 5234.415527
	Iteration 37Q: 3 clusters Score -4378956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4378965.500000 Penalty: 5234.415527
	Iteration 38Q: 3 clusters Score -4378966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4378961.000000 Penalty: 5234.415527
	Iteration 39Q: 3 clusters Score -4378961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4378975.500000 Penalty: 5234.415527
	Iteration 40F: 3 clusters Score -4378976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -4378971.500000 Penalty: 5234.415527
	Iteration 41Q: 3 clusters Score -4378972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -4378974.500000 Penalty: 5234.415527
	Iteration 42Q: 3 clusters Score -4378974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -4378971.500000 Penalty: 5234.415527
	Iteration 43Q: 3 clusters Score -4378972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4378980.500000 Penalty: 5234.415527
	Iteration 44Q: 3 clusters Score -4378980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4378979.500000 Penalty: 5234.415527
	Iteration 45Q: 3 clusters Score -4378980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -4378983.500000 Penalty: 5234.415527
	Iteration 46Q: 3 clusters Score -4378984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4378993.500000 Penalty: 5234.415527
	Iteration 47Q: 3 clusters Score -4378994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -4379016.500000 Penalty: 5234.415527
	Iteration 48Q: 3 clusters Score -4379016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4379034.500000 Penalty: 5234.415527
	Iteration 49Q: 3 clusters Score -4379034 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -4379063.500000 Penalty: 5234.415527
	Iteration 50Q: 3 clusters Score -4379064 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4379066.000000 Penalty: 5234.415527
	Iteration 51Q: 3 clusters Score -4379066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4379074.500000 Penalty: 5234.415527
	Iteration 52Q: 3 clusters Score -4379074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4379087.500000 Penalty: 5234.415527
	Iteration 53Q: 3 clusters Score -4379088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -4379112.500000 Penalty: 5234.415527
	Iteration 54Q: 3 clusters Score -4379112 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4379134.500000 Penalty: 5234.415527
	Iteration 55Q: 3 clusters Score -4379134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -4379145.500000 Penalty: 5234.415527
	Iteration 56Q: 3 clusters Score -4379146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4379149.500000 Penalty: 5234.415527
	Iteration 57Q: 3 clusters Score -4379150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -4379162.500000 Penalty: 5234.415527
	Iteration 58Q: 3 clusters Score -4379162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4379176.000000 Penalty: 5234.415527
	Iteration 59Q: 3 clusters Score -4379176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -4379188.500000 Penalty: 5234.415527
	Iteration 60F: 3 clusters Score -4379188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -4379199.500000 Penalty: 5234.415527
	Iteration 61Q: 3 clusters Score -4379200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -4379201.500000 Penalty: 5234.415527
	Iteration 62Q: 3 clusters Score -4379202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4379217.500000 Penalty: 5234.415527
	Iteration 63Q: 3 clusters Score -4379218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -4379232.500000 Penalty: 5234.415527
	Iteration 64Q: 3 clusters Score -4379232 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -4379247.000000 Penalty: 5234.415527
	Iteration 65Q: 3 clusters Score -4379247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -4379257.000000 Penalty: 5234.415527
	Iteration 66Q: 3 clusters Score -4379257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4379256.500000 Penalty: 5234.415527
	Iteration 67Q: 3 clusters Score -4379256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4379271.000000 Penalty: 5234.415527
	Iteration 68Q: 3 clusters Score -4379271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4379277.000000 Penalty: 5234.415527
	Iteration 69Q: 3 clusters Score -4379277 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -4379283.500000 Penalty: 5234.415527
	Iteration 70Q: 3 clusters Score -4379284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -4379295.000000 Penalty: 5234.415527
	Iteration 71Q: 3 clusters Score -4379295 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4379312.500000 Penalty: 5234.415527
	Iteration 72Q: 3 clusters Score -4379312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4379301.500000 Penalty: 5234.415527
	Iteration 73Q: 3 clusters Score -4379302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -4379298.500000 Penalty: 5234.415527
	Iteration 74Q: 3 clusters Score -4379298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -4379304.500000 Penalty: 5234.415527
	Iteration 75Q: 3 clusters Score -4379304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -4379313.000000 Penalty: 5234.415527
	Iteration 76Q: 3 clusters Score -4379313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -4379310.500000 Penalty: 5234.415527
	Iteration 77Q: 3 clusters Score -4379310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -4379318.000000 Penalty: 5234.415527
	Iteration 78Q: 3 clusters Score -4379318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -4379323.000000 Penalty: 5234.415527
	Iteration 79Q: 3 clusters Score -4379323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4379330.500000 Penalty: 5234.415527
	Iteration 80F: 3 clusters Score -4379330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4379325.500000 Penalty: 5234.415527
	Iteration 81Q: 3 clusters Score -4379326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4379338.000000 Penalty: 5234.415527
	Iteration 82Q: 3 clusters Score -4379338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4379340.000000 Penalty: 5234.415527
	Iteration 83Q: 3 clusters Score -4379340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4379348.500000 Penalty: 5234.415527
	Iteration 84Q: 3 clusters Score -4379348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4379339.000000 Penalty: 5234.415527
	Iteration 85Q: 3 clusters Score -4379339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4379355.500000 Penalty: 5234.415527
	Iteration 86Q: 3 clusters Score -4379356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -4379363.500000 Penalty: 5234.415527
	Iteration 87Q: 3 clusters Score -4379364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -4379369.500000 Penalty: 5234.415527
	Iteration 88Q: 3 clusters Score -4379370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4379370.500000 Penalty: 5234.415527
	Iteration 89Q: 3 clusters Score -4379370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4379375.000000 Penalty: 5234.415527
	Iteration 90Q: 3 clusters Score -4379375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -4379389.000000 Penalty: 5234.415527
	Iteration 91Q: 3 clusters Score -4379389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4379388.000000 Penalty: 5234.415527
	Iteration 92Q: 3 clusters Score -4379388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -4379399.000000 Penalty: 5234.415527
	Iteration 93Q: 3 clusters Score -4379399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4379405.000000 Penalty: 5234.415527
	Iteration 94Q: 3 clusters Score -4379405 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4379421.500000 Penalty: 5234.415527
	Iteration 95Q: 3 clusters Score -4379422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4379426.500000 Penalty: 5234.415527
	Iteration 96Q: 3 clusters Score -4379426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4379428.500000 Penalty: 5234.415527
	Iteration 97Q: 3 clusters Score -4379428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4379427.000000 Penalty: 5234.415527
	Iteration 98Q: 3 clusters Score -4379427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -4379432.000000 Penalty: 5234.415527
	Iteration 99Q: 3 clusters Score -4379432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4379433.500000 Penalty: 5234.415527
	Iteration 100F: 3 clusters Score -4379434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4379439.000000 Penalty: 5234.415527
	Iteration 101Q: 3 clusters Score -4379439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4379447.500000 Penalty: 5234.415527
	Iteration 102Q: 3 clusters Score -4379448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -4379447.000000 Penalty: 5234.415527
	Iteration 103Q: 3 clusters Score -4379447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4379447.000000 Penalty: 5234.415527
	Iteration 104Q: 3 clusters Score -4379447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -4379457.500000 Penalty: 5234.415527
	Iteration 105Q: 3 clusters Score -4379458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4379469.500000 Penalty: 5234.415527
	Iteration 106Q: 3 clusters Score -4379470 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4379470 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4379474 nChanged 36
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Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4379475 nChanged 29
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Mstep: Class 1 contains 6316 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4379480 nChanged 40
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Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4379488 nChanged 39
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Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4379484 nChanged 28
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Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4379496 nChanged 35
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Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4379500 nChanged 26
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Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4379505 nChanged 25
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Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4379498 nChanged 20
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Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4379498 nChanged 12
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Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4379499 nChanged 16
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Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4379505 nChanged 17
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Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4379512 nChanged 24
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Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4379506 nChanged 19
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Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4379505 nChanged 28
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Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4379502 nChanged 38
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Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4379503 nChanged 45
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Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4379499 nChanged 46
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Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4379494 nChanged 40
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Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4379500 nChanged 38
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Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4379496 nChanged 39
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Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4379516 nChanged 41
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Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 32586 members 
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	Iteration 130Q: 3 clusters Score -4379519 nChanged 39
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Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4379524 nChanged 50
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Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4379533 nChanged 59
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Mstep: Class 1 contains 5568 members 
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	Iteration 133Q: 3 clusters Score -4379527 nChanged 61
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Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4379544 nChanged 57
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Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 32850 members 
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	Iteration 135Q: 3 clusters Score -4379560 nChanged 62
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Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 32912 members 
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	Iteration 136Q: 3 clusters Score -4379559 nChanged 63
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Mstep: Class 1 contains 5331 members 
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	Iteration 137Q: 3 clusters Score -4379570 nChanged 61
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Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 33032 members 
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	Iteration 138Q: 3 clusters Score -4379582 nChanged 66
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Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 33098 members 
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	Iteration 139Q: 3 clusters Score -4379577 nChanged 70
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Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4379593 nChanged 73
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Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 33237 members 
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	Iteration 141Q: 3 clusters Score -4379595 nChanged 68
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Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4379618 nChanged 60
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Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 33365 members 
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	Iteration 143Q: 3 clusters Score -4379616 nChanged 78
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Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4379626 nChanged 66
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Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4379632 nChanged 66
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Mstep: Class 1 contains 4731 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4379648 nChanged 60
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Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 33631 members 
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	Iteration 147Q: 3 clusters Score -4379652 nChanged 57
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Mstep: Class 1 contains 4616 members 
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	Iteration 148Q: 3 clusters Score -4379660 nChanged 65
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Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 33747 members 
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	Iteration 149Q: 3 clusters Score -4379675 nChanged 55
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Mstep: Class 1 contains 4500 members 
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	Iteration 150Q: 3 clusters Score -4379663 nChanged 63
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Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4379683 nChanged 53
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Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4379702 nChanged 41
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Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 33951 members 
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	Iteration 153Q: 3 clusters Score -4379702 nChanged 27
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Mstep: Class 1 contains 4324 members 
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	Iteration 154Q: 3 clusters Score -4379706 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4379720 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 34039 members 
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	Iteration 156Q: 3 clusters Score -4379724 nChanged 30
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Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4379732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
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	Iteration 158Q: 3 clusters Score -4379732 nChanged 20
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Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 34111 members 
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	Iteration 159Q: 3 clusters Score -4379736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 34136 members 
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	Iteration 160F: 3 clusters Score -4379732 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4379742 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4379744 nChanged 16
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Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 34191 members 
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	Iteration 163Q: 3 clusters Score -4379754 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 34211 members 
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	Iteration 164Q: 3 clusters Score -4379746 nChanged 20
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Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 34231 members 
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	Iteration 165Q: 3 clusters Score -4379748 nChanged 19
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Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 34250 members 
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	Iteration 166Q: 3 clusters Score -4379750 nChanged 16
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Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4379754 nChanged 15
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Mstep: Class 1 contains 4021 members 
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	Iteration 168Q: 3 clusters Score -4379750 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4379756 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 34307 members 
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	Iteration 170Q: 3 clusters Score -4379755 nChanged 10
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Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4379752 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 34323 members 
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	Iteration 172Q: 3 clusters Score -4379750 nChanged 10
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Mstep: Class 1 contains 3969 members 
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	Iteration 173Q: 3 clusters Score -4379750 nChanged 7
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Mstep: Class 1 contains 3962 members 
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	Iteration 174Q: 3 clusters Score -4379742 nChanged 6
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Mstep: Class 1 contains 3956 members 
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	Iteration 175Q: 3 clusters Score -4379748 nChanged 7
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Mstep: Class 1 contains 3949 members 
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	Iteration 176Q: 3 clusters Score -4379756 nChanged 2
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	Iteration 177Q: 3 clusters Score -4379752 nChanged 3
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	Iteration 178Q: 3 clusters Score -4379747 nChanged 2
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Mstep: Class 1 contains 3942 members 
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	Iteration 179Q: 3 clusters Score -4379755 nChanged 3
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Mstep: Class 1 contains 3939 members 
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	Iteration 180F: 3 clusters Score -4379748 nChanged 2
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Mstep: Class 1 contains 3937 members 
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	Iteration 181Q: 3 clusters Score -4379750 nChanged 6
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Mstep: Class 1 contains 3931 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4379752 nChanged 7
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Mstep: Class 1 contains 3924 members 
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	Iteration 183Q: 3 clusters Score -4379754 nChanged 6
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Mstep: Class 1 contains 3918 members 
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	Iteration 184Q: 3 clusters Score -4379750 nChanged 5
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Mstep: Class 1 contains 3913 members 
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	Iteration 185Q: 3 clusters Score -4379750 nChanged 5
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	Iteration 186Q: 3 clusters Score -4379754 nChanged 4
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	Iteration 187Q: 3 clusters Score -4379757 nChanged 4
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	Iteration 188Q: 3 clusters Score -4379760 nChanged 7
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Mstep: Class 1 contains 3895 members 
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	Iteration 189Q: 3 clusters Score -4379760 nChanged 6
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Mstep: Class 1 contains 3889 members 
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	Iteration 190Q: 3 clusters Score -4379759 nChanged 10
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Mstep: Class 1 contains 3879 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4379752 nChanged 7
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Mstep: Class 1 contains 3872 members 
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	Iteration 192Q: 3 clusters Score -4379752 nChanged 5
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Mstep: Class 1 contains 3867 members 
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	Iteration 193Q: 3 clusters Score -4379754 nChanged 4
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Mstep: Class 1 contains 3863 members 
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	Iteration 194Q: 3 clusters Score -4379750 nChanged 4
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Mstep: Class 1 contains 3859 members 
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	Iteration 195Q: 3 clusters Score -4379753 nChanged 9
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Mstep: Class 1 contains 3852 members 
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	Iteration 196Q: 3 clusters Score -4379750 nChanged 11
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Mstep: Class 1 contains 3843 members 
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	Iteration 197Q: 3 clusters Score -4379754 nChanged 15
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Mstep: Class 1 contains 3828 members 
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	Iteration 198Q: 3 clusters Score -4379768 nChanged 18
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	Iteration 199Q: 3 clusters Score -4379760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -4379763.500000 Penalty: 5234.415527
	Iteration 200F: 3 clusters Score -4379764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -4379771.000000 Penalty: 5234.415527
	Iteration 201Q: 3 clusters Score -4379771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4379780.000000 Penalty: 5234.415527
	Iteration 202Q: 3 clusters Score -4379780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4379784.000000 Penalty: 5234.415527
	Iteration 203Q: 3 clusters Score -4379784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4379790.500000 Penalty: 5234.415527
	Iteration 204Q: 3 clusters Score -4379790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4379801.000000 Penalty: 5234.415527
	Iteration 205Q: 3 clusters Score -4379801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4379802.500000 Penalty: 5234.415527
	Iteration 206Q: 3 clusters Score -4379802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4379805.000000 Penalty: 5234.415527
	Iteration 207Q: 3 clusters Score -4379805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -4379804.500000 Penalty: 5234.415527
	Iteration 208Q: 3 clusters Score -4379804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4379807.500000 Penalty: 5234.415527
	Iteration 209Q: 3 clusters Score -4379808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4379805.500000 Penalty: 5234.415527
	Iteration 210Q: 3 clusters Score -4379806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -4379810.000000 Penalty: 5234.415527
	Iteration 211Q: 3 clusters Score -4379810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -4379811.000000 Penalty: 5234.415527
	Iteration 212Q: 3 clusters Score -4379811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4379811.500000 Penalty: 5234.415527
	Iteration 213Q: 3 clusters Score -4379812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4379810.000000 Penalty: 5234.415527
	Iteration 214Q: 3 clusters Score -4379810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -4379802.000000 Penalty: 5234.415527
	Iteration 215Q: 3 clusters Score -4379802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4379818.500000 Penalty: 5234.415527
	Iteration 216Q: 3 clusters Score -4379818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -4379824.500000 Penalty: 5234.415527
	Iteration 217Q: 3 clusters Score -4379824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -4379821.000000 Penalty: 5234.415527
	Iteration 218Q: 3 clusters Score -4379821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -4379832.500000 Penalty: 5234.415527
	Iteration 219Q: 3 clusters Score -4379832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -4379834.500000 Penalty: 5234.415527
	Iteration 220F: 3 clusters Score -4379834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4379845.500000 Penalty: 5234.415527
	Iteration 221Q: 3 clusters Score -4379846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -4379849.000000 Penalty: 5234.415527
	Iteration 222Q: 3 clusters Score -4379849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -4379860.500000 Penalty: 5234.415527
	Iteration 223Q: 3 clusters Score -4379860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4379873.500000 Penalty: 5234.415527
	Iteration 224Q: 3 clusters Score -4379874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4379867.500000 Penalty: 5234.415527
	Iteration 225Q: 3 clusters Score -4379868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4379864.500000 Penalty: 5234.415527
	Iteration 226Q: 3 clusters Score -4379864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4379863.000000 Penalty: 5234.415527
	Iteration 227Q: 3 clusters Score -4379863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4379874.000000 Penalty: 5234.415527
	Iteration 228Q: 3 clusters Score -4379874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -4379875.000000 Penalty: 5234.415527
	Iteration 229Q: 3 clusters Score -4379875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -4379879.500000 Penalty: 5234.415527
	Iteration 230Q: 3 clusters Score -4379880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -4379879.000000 Penalty: 5234.415527
	Iteration 231Q: 3 clusters Score -4379879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -4379892.000000 Penalty: 5234.415527
	Iteration 232Q: 3 clusters Score -4379892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -4379894.500000 Penalty: 5234.415527
	Iteration 233Q: 3 clusters Score -4379894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4379893.000000 Penalty: 5234.415527
	Iteration 234Q: 3 clusters Score -4379893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4379892.500000 Penalty: 5234.415527
	Iteration 235Q: 3 clusters Score -4379892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -4379904.500000 Penalty: 5234.415527
	Iteration 236Q: 3 clusters Score -4379904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4379909.500000 Penalty: 5234.415527
	Iteration 237Q: 3 clusters Score -4379910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4379914.000000 Penalty: 5234.415527
	Iteration 238Q: 3 clusters Score -4379914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4379916.000000 Penalty: 5234.415527
	Iteration 239Q: 3 clusters Score -4379916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4379916.000000 Penalty: 5234.415527
	Iteration 240F: 3 clusters Score -4379916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4379914.500000 Penalty: 5234.415527
	Iteration 241Q: 3 clusters Score -4379914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -4379914.500000 Penalty: 5234.415527
	Iteration 242Q: 3 clusters Score -4379914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4379921.500000 Penalty: 5234.415527
	Iteration 243Q: 3 clusters Score -4379922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4379927.500000 Penalty: 5234.415527
	Iteration 244Q: 3 clusters Score -4379928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -4379921.000000 Penalty: 5234.415527
	Iteration 245Q: 3 clusters Score -4379921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4379929.000000 Penalty: 5234.415527
	Iteration 246Q: 3 clusters Score -4379929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4379927.000000 Penalty: 5234.415527
	Iteration 247Q: 3 clusters Score -4379927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4379921.500000 Penalty: 5234.415527
	Iteration 248Q: 3 clusters Score -4379922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -4379921.500000 Penalty: 5234.415527
	Iteration 249Q: 3 clusters Score -4379922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4379926.500000 Penalty: 5234.415527
	Iteration 250Q: 3 clusters Score -4379926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4379929.500000 Penalty: 5234.415527
	Iteration 251Q: 3 clusters Score -4379930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4379933.000000 Penalty: 5234.415527
	Iteration 252Q: 3 clusters Score -4379933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4379932.000000 Penalty: 5234.415527
	Iteration 253Q: 3 clusters Score -4379932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4379933.000000 Penalty: 5234.415527
	Iteration 254Q: 3 clusters Score -4379933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4379933.000000 Penalty: 5234.415527
	Iteration 255F: 3 clusters Score -4379933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Entering Unmasked Estep 
Score: -1490385.125000 Penalty: 2348.619385
	Iteration 0F: 2 clusters Score -1490385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1480861.250000 Penalty: 4697.238770
	Iteration 0F: 3 clusters Score -1480861 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1484217.250000 Penalty: 4697.238770
	Iteration 1F: 3 clusters Score -1484217 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1485048.000000 Penalty: 4697.238770
	Iteration 2F: 3 clusters Score -1485048 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1485941.250000 Penalty: 4697.238770
	Iteration 3F: 3 clusters Score -1485941 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1486758.000000 Penalty: 4697.238770
	Iteration 4F: 3 clusters Score -1486758 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1487720.500000 Penalty: 4697.238770
	Iteration 5F: 3 clusters Score -1487720 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1489031.500000 Penalty: 4697.238770
	Iteration 6F: 3 clusters Score -1489032 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1490468.000000 Penalty: 4697.238770
	Iteration 7F: 3 clusters Score -1490468 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1491073.875000 Penalty: 4697.238770
	Iteration 8Q: 3 clusters Score -1491074 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1491216.750000 Penalty: 4697.238770
	Iteration 9Q: 3 clusters Score -1491217 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1491250.125000 Penalty: 4697.238770
	Iteration 10Q: 3 clusters Score -1491250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1491261.875000 Penalty: 4697.238770
	Iteration 11Q: 3 clusters Score -1491262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1491266.125000 Penalty: 4697.238770
	Iteration 12Q: 3 clusters Score -1491266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1491267.375000 Penalty: 4697.238770
	Iteration 13Q: 3 clusters Score -1491267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1491270.000000 Penalty: 4697.238770
	Iteration 14Q: 3 clusters Score -1491270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1491273.000000 Penalty: 4697.238770
	Iteration 15Q: 3 clusters Score -1491273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1491275.125000 Penalty: 4697.238770
	Iteration 16Q: 3 clusters Score -1491275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1491279.000000 Penalty: 4697.238770
	Iteration 17Q: 3 clusters Score -1491279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1491279.000000 Penalty: 4697.238770
	Iteration 18F: 3 clusters Score -1491279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 3146 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 4955 members 
Mstep: Class 36 contains 56746 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Mstep: Class 48 contains 13811 members 
Mstep: Class 49 contains 7015 members 
Mstep: Class 50 contains 5028 members 
Mstep: Class 51 contains 22130 members 
Mstep: Class 52 contains 4258 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 8013 members 
Entering Unmasked Estep 
Score: -133695616.000000 Penalty: 187213.281250
Splitting cluster 35 changes total score from -133655736.000000 to -133695616.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 36 (56746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Entering Unmasked Estep 
Score: -6533203.500000 Penalty: 2714.692383
	Iteration 0F: 2 clusters Score -6533204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -6495167.000000 Penalty: 5429.384766
	Iteration 0F: 3 clusters Score -6495167 nChanged 26260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -6510162.500000 Penalty: 5429.384766
	Iteration 1F: 3 clusters Score -6510162 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6511126.000000 Penalty: 5429.384766
	Iteration 2Q: 3 clusters Score -6511126 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -6512413.000000 Penalty: 5429.384766
	Iteration 3Q: 3 clusters Score -6512413 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -6514044.000000 Penalty: 5429.384766
	Iteration 4F: 3 clusters Score -6514044 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -6516255.500000 Penalty: 5429.384766
	Iteration 5F: 3 clusters Score -6516256 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -6518946.000000 Penalty: 5429.384766
	Iteration 6F: 3 clusters Score -6518946 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -6521812.500000 Penalty: 5429.384766
	Iteration 7F: 3 clusters Score -6521812 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -6524577.000000 Penalty: 5429.384766
	Iteration 8F: 3 clusters Score -6524577 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -6527490.500000 Penalty: 5429.384766
	Iteration 9F: 3 clusters Score -6527490 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -6530450.500000 Penalty: 5429.384766
	Iteration 10Q: 3 clusters Score -6530450 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -6533164.000000 Penalty: 5429.384766
	Iteration 11Q: 3 clusters Score -6533164 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -6534719.000000 Penalty: 5429.384766
	Iteration 12Q: 3 clusters Score -6534719 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -6535368.500000 Penalty: 5429.384766
	Iteration 13Q: 3 clusters Score -6535368 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -6535614.000000 Penalty: 5429.384766
	Iteration 14Q: 3 clusters Score -6535614 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -6535697.000000 Penalty: 5429.384766
	Iteration 15Q: 3 clusters Score -6535697 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -6535736.500000 Penalty: 5429.384766
	Iteration 16Q: 3 clusters Score -6535736 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -6535743.500000 Penalty: 5429.384766
	Iteration 17Q: 3 clusters Score -6535744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -6535760.000000 Penalty: 5429.384766
	Iteration 18Q: 3 clusters Score -6535760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -6535771.000000 Penalty: 5429.384766
	Iteration 19Q: 3 clusters Score -6535771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -6535765.000000 Penalty: 5429.384766
	Iteration 20F: 3 clusters Score -6535765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -6535763.000000 Penalty: 5429.384766
	Iteration 21Q: 3 clusters Score -6535763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -6535765.500000 Penalty: 5429.384766
	Iteration 22Q: 3 clusters Score -6535766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -6535769.500000 Penalty: 5429.384766
	Iteration 23Q: 3 clusters Score -6535770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -6535783.500000 Penalty: 5429.384766
	Iteration 24Q: 3 clusters Score -6535784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -6535777.500000 Penalty: 5429.384766
	Iteration 25Q: 3 clusters Score -6535778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -6535779.000000 Penalty: 5429.384766
	Iteration 26Q: 3 clusters Score -6535779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -6535775.000000 Penalty: 5429.384766
	Iteration 27Q: 3 clusters Score -6535775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -6535783.000000 Penalty: 5429.384766
	Iteration 28Q: 3 clusters Score -6535783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -6535779.000000 Penalty: 5429.384766
	Iteration 29Q: 3 clusters Score -6535779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -6535781.000000 Penalty: 5429.384766
	Iteration 30Q: 3 clusters Score -6535781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -6535781.000000 Penalty: 5429.384766
	Iteration 31F: 3 clusters Score -6535781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 3146 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 4955 members 
Mstep: Class 36 contains 10665 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Mstep: Class 48 contains 13811 members 
Mstep: Class 49 contains 7015 members 
Mstep: Class 50 contains 5028 members 
Mstep: Class 51 contains 22130 members 
Mstep: Class 52 contains 4258 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 8013 members 
Mstep: Class 55 contains 46081 members 
Entering Unmasked Estep 
Score: -133697256.000000 Penalty: 190680.203125
Splitting cluster 36 changes total score from -133655736.000000 to -133697256.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 37 (15362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Entering Unmasked Estep 
Score: -1737459.625000 Penalty: 2390.633789
	Iteration 0F: 2 clusters Score -1737460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1726336.375000 Penalty: 4781.267578
	Iteration 0F: 3 clusters Score -1726336 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1730217.625000 Penalty: 4781.267578
	Iteration 1F: 3 clusters Score -1730218 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1731123.625000 Penalty: 4781.267578
	Iteration 2F: 3 clusters Score -1731124 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1732484.250000 Penalty: 4781.267578
	Iteration 3F: 3 clusters Score -1732484 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1734715.750000 Penalty: 4781.267578
	Iteration 4F: 3 clusters Score -1734716 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1737617.625000 Penalty: 4781.267578
	Iteration 5F: 3 clusters Score -1737618 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1739734.875000 Penalty: 4781.267578
	Iteration 6F: 3 clusters Score -1739735 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1740631.250000 Penalty: 4781.267578
	Iteration 7F: 3 clusters Score -1740631 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1741100.500000 Penalty: 4781.267578
	Iteration 8Q: 3 clusters Score -1741100 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1741400.375000 Penalty: 4781.267578
	Iteration 9Q: 3 clusters Score -1741400 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1741644.500000 Penalty: 4781.267578
	Iteration 10Q: 3 clusters Score -1741644 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1741867.875000 Penalty: 4781.267578
	Iteration 11Q: 3 clusters Score -1741868 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1742097.750000 Penalty: 4781.267578
	Iteration 12Q: 3 clusters Score -1742098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1742272.500000 Penalty: 4781.267578
	Iteration 13Q: 3 clusters Score -1742272 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1742395.625000 Penalty: 4781.267578
	Iteration 14Q: 3 clusters Score -1742396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1742464.500000 Penalty: 4781.267578
	Iteration 15Q: 3 clusters Score -1742464 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1742525.000000 Penalty: 4781.267578
	Iteration 16Q: 3 clusters Score -1742525 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1742551.875000 Penalty: 4781.267578
	Iteration 17Q: 3 clusters Score -1742552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1742569.500000 Penalty: 4781.267578
	Iteration 18Q: 3 clusters Score -1742570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1742586.750000 Penalty: 4781.267578
	Iteration 19Q: 3 clusters Score -1742587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1742596.375000 Penalty: 4781.267578
	Iteration 20F: 3 clusters Score -1742596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1742614.625000 Penalty: 4781.267578
	Iteration 21Q: 3 clusters Score -1742615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1742626.250000 Penalty: 4781.267578
	Iteration 22Q: 3 clusters Score -1742626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1742642.250000 Penalty: 4781.267578
	Iteration 23Q: 3 clusters Score -1742642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1742647.125000 Penalty: 4781.267578
	Iteration 24Q: 3 clusters Score -1742647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1742659.000000 Penalty: 4781.267578
	Iteration 25Q: 3 clusters Score -1742659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1742664.000000 Penalty: 4781.267578
	Iteration 26Q: 3 clusters Score -1742664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1742671.375000 Penalty: 4781.267578
	Iteration 27Q: 3 clusters Score -1742671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1742676.125000 Penalty: 4781.267578
	Iteration 28Q: 3 clusters Score -1742676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1742678.125000 Penalty: 4781.267578
	Iteration 29Q: 3 clusters Score -1742678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1742677.000000 Penalty: 4781.267578
	Iteration 30Q: 3 clusters Score -1742677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1742681.250000 Penalty: 4781.267578
	Iteration 31Q: 3 clusters Score -1742681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1742678.375000 Penalty: 4781.267578
	Iteration 32Q: 3 clusters Score -1742678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1742680.625000 Penalty: 4781.267578
	Iteration 33Q: 3 clusters Score -1742681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1742681.750000 Penalty: 4781.267578
	Iteration 34Q: 3 clusters Score -1742682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1742681.250000 Penalty: 4781.267578
	Iteration 35Q: 3 clusters Score -1742681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1742682.750000 Penalty: 4781.267578
	Iteration 36Q: 3 clusters Score -1742683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1742680.750000 Penalty: 4781.267578
	Iteration 37Q: 3 clusters Score -1742681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1742680.750000 Penalty: 4781.267578
	Iteration 38F: 3 clusters Score -1742681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 3146 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 4955 members 
Mstep: Class 36 contains 10665 members 
Mstep: Class 37 contains 11667 members 
Mstep: Class 38 contains 16728 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Mstep: Class 48 contains 13811 members 
Mstep: Class 49 contains 7015 members 
Mstep: Class 50 contains 5028 members 
Mstep: Class 51 contains 22130 members 
Mstep: Class 52 contains 4258 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 8013 members 
Mstep: Class 55 contains 46081 members 
Mstep: Class 56 contains 3695 members 
Entering Unmasked Estep 
Score: -133701096.000000 Penalty: 194147.109375
Splitting cluster 37 changes total score from -133655736.000000 to -133701096.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 38 (16728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Entering Unmasked Estep 
Score: -1916078.625000 Penalty: 2411.760010
	Iteration 0F: 2 clusters Score -1916079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1904084.250000 Penalty: 4823.520020
	Iteration 0F: 3 clusters Score -1904084 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1908078.125000 Penalty: 4823.520020
	Iteration 1F: 3 clusters Score -1908078 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1908485.750000 Penalty: 4823.520020
	Iteration 2F: 3 clusters Score -1908486 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1908845.750000 Penalty: 4823.520020
	Iteration 3F: 3 clusters Score -1908846 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1909189.000000 Penalty: 4823.520020
	Iteration 4Q: 3 clusters Score -1909189 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1909619.875000 Penalty: 4823.520020
	Iteration 5Q: 3 clusters Score -1909620 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1910228.750000 Penalty: 4823.520020
	Iteration 6F: 3 clusters Score -1910229 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1911004.500000 Penalty: 4823.520020
	Iteration 7F: 3 clusters Score -1911004 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1911849.000000 Penalty: 4823.520020
	Iteration 8F: 3 clusters Score -1911849 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1912559.500000 Penalty: 4823.520020
	Iteration 9F: 3 clusters Score -1912560 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1913014.500000 Penalty: 4823.520020
	Iteration 10Q: 3 clusters Score -1913014 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1913298.875000 Penalty: 4823.520020
	Iteration 11Q: 3 clusters Score -1913299 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1913488.250000 Penalty: 4823.520020
	Iteration 12Q: 3 clusters Score -1913488 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1913623.000000 Penalty: 4823.520020
	Iteration 13Q: 3 clusters Score -1913623 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1913737.125000 Penalty: 4823.520020
	Iteration 14Q: 3 clusters Score -1913737 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1913851.750000 Penalty: 4823.520020
	Iteration 15Q: 3 clusters Score -1913852 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1914019.875000 Penalty: 4823.520020
	Iteration 16Q: 3 clusters Score -1914020 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1914226.250000 Penalty: 4823.520020
	Iteration 17Q: 3 clusters Score -1914226 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1914493.875000 Penalty: 4823.520020
	Iteration 18Q: 3 clusters Score -1914494 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1914923.000000 Penalty: 4823.520020
	Iteration 19Q: 3 clusters Score -1914923 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1915430.250000 Penalty: 4823.520020
	Iteration 20F: 3 clusters Score -1915430 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1915997.000000 Penalty: 4823.520020
	Iteration 21Q: 3 clusters Score -1915997 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1916515.875000 Penalty: 4823.520020
	Iteration 22Q: 3 clusters Score -1916516 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1916882.000000 Penalty: 4823.520020
	Iteration 23Q: 3 clusters Score -1916882 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1917196.125000 Penalty: 4823.520020
	Iteration 24Q: 3 clusters Score -1917196 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1917580.750000 Penalty: 4823.520020
	Iteration 25Q: 3 clusters Score -1917581 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1918047.750000 Penalty: 4823.520020
	Iteration 26Q: 3 clusters Score -1918048 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1918561.125000 Penalty: 4823.520020
	Iteration 27Q: 3 clusters Score -1918561 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1919064.000000 Penalty: 4823.520020
	Iteration 28Q: 3 clusters Score -1919064 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1919529.000000 Penalty: 4823.520020
	Iteration 29Q: 3 clusters Score -1919529 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1919911.250000 Penalty: 4823.520020
	Iteration 30Q: 3 clusters Score -1919911 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1920166.750000 Penalty: 4823.520020
	Iteration 31Q: 3 clusters Score -1920167 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1920337.875000 Penalty: 4823.520020
	Iteration 32Q: 3 clusters Score -1920338 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1920435.375000 Penalty: 4823.520020
	Iteration 33Q: 3 clusters Score -1920435 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1920501.875000 Penalty: 4823.520020
	Iteration 34Q: 3 clusters Score -1920502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1920550.875000 Penalty: 4823.520020
	Iteration 35Q: 3 clusters Score -1920551 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1920586.375000 Penalty: 4823.520020
	Iteration 36Q: 3 clusters Score -1920586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1920599.250000 Penalty: 4823.520020
	Iteration 37Q: 3 clusters Score -1920599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1920623.375000 Penalty: 4823.520020
	Iteration 38Q: 3 clusters Score -1920623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1920632.500000 Penalty: 4823.520020
	Iteration 39Q: 3 clusters Score -1920632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1920641.125000 Penalty: 4823.520020
	Iteration 40F: 3 clusters Score -1920641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1920643.375000 Penalty: 4823.520020
	Iteration 41Q: 3 clusters Score -1920643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1920651.500000 Penalty: 4823.520020
	Iteration 42Q: 3 clusters Score -1920652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1920648.875000 Penalty: 4823.520020
	Iteration 43Q: 3 clusters Score -1920649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1920662.875000 Penalty: 4823.520020
	Iteration 44Q: 3 clusters Score -1920663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1920660.875000 Penalty: 4823.520020
	Iteration 45Q: 3 clusters Score -1920661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1920664.000000 Penalty: 4823.520020
	Iteration 46Q: 3 clusters Score -1920664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1920672.875000 Penalty: 4823.520020
	Iteration 47Q: 3 clusters Score -1920673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1920673.500000 Penalty: 4823.520020
	Iteration 48Q: 3 clusters Score -1920674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1920669.625000 Penalty: 4823.520020
	Iteration 49Q: 3 clusters Score -1920670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1920680.625000 Penalty: 4823.520020
	Iteration 50Q: 3 clusters Score -1920681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1920681.750000 Penalty: 4823.520020
	Iteration 51Q: 3 clusters Score -1920682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1920683.125000 Penalty: 4823.520020
	Iteration 52Q: 3 clusters Score -1920683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1920681.500000 Penalty: 4823.520020
	Iteration 53Q: 3 clusters Score -1920682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1920685.625000 Penalty: 4823.520020
	Iteration 54Q: 3 clusters Score -1920686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1920688.250000 Penalty: 4823.520020
	Iteration 55Q: 3 clusters Score -1920688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1920689.500000 Penalty: 4823.520020
	Iteration 56Q: 3 clusters Score -1920690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1920688.875000 Penalty: 4823.520020
	Iteration 57Q: 3 clusters Score -1920689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1920689.125000 Penalty: 4823.520020
	Iteration 58Q: 3 clusters Score -1920689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1920694.750000 Penalty: 4823.520020
	Iteration 59Q: 3 clusters Score -1920695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1920694.250000 Penalty: 4823.520020
	Iteration 60F: 3 clusters Score -1920694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1920693.500000 Penalty: 4823.520020
	Iteration 61Q: 3 clusters Score -1920694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1920693.500000 Penalty: 4823.520020
	Iteration 62F: 3 clusters Score -1920694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 3146 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 4955 members 
Mstep: Class 36 contains 10665 members 
Mstep: Class 37 contains 11667 members 
Mstep: Class 38 contains 8579 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 988 members 
Mstep: Class 41 contains 13913 members 
Mstep: Class 42 contains 6626 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 488 members 
Mstep: Class 45 contains 2249 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 5409 members 
Mstep: Class 48 contains 13811 members 
Mstep: Class 49 contains 7015 members 
Mstep: Class 50 contains 5028 members 
Mstep: Class 51 contains 22130 members 
Mstep: Class 52 contains 4258 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 8013 members 
Mstep: Class 55 contains 46081 members 
Mstep: Class 56 contains 3695 members 
Mstep: Class 57 contains 8149 members 
Entering Unmasked Estep 
Score: -133704256.000000 Penalty: 197614.015625
Splitting cluster 38 changes total score from -133655736.000000 to -133704256.000000
So it's getting split into cluster 57.
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52668 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 28745 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 163783 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 93886 members 
Mstep: Class 27 contains 122928 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 53781 members 
Mstep: Class 30 contains 3146 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 38302 members 
Mstep: Class 35 contains 4955 members 
Mstep: Class 36 contains 10665 members 
Mstep: Class 37 contains 11667 members 
Mstep: Class 38 contains 8579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133718480.000000 Penalty: 197614.015625
Iteration 79Q: 58 clusters Score -1.337185e+08 nChanged 21796
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 54027 members 
Mstep: Class 3 contains 11258 members 
Mstep: Class 4 contains 2344 members 
Mstep: Class 5 contains 29181 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 8 contains 23137 members 
Mstep: Class 9 contains 166511 members 
Mstep: Class 10 contains 30549 members 
Mstep: Class 11 contains 11096 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 380 members 
Mstep: Class 17 contains 176761 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 52349 members 
Mstep: Class 20 contains 5898 members 
Mstep: Class 21 contains 10747 members 
Mstep: Class 22 contains 7294 members 
Mstep: Class 23 contains 8289 members 
Mstep: Class 24 contains 11119 members 
Mstep: Class 25 contains 5196 members 
Mstep: Class 26 contains 93728 members 
Mstep: Class 27 contains 121289 members 
Mstep: Class 28 contains 16875 members 
Mstep: Class 29 contains 54144 members 
Mstep: Class 30 contains 3420 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 480 members 
Mstep: Class 33 contains 8678 members 
Mstep: Class 34 contains 38115 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 10979 members 
Mstep: Class 37 contains 11947 members 
Mstep: Class 38 contains 9254 members 
Mstep: Class 39 contains 4119 members 
Mstep: Class 40 contains 976 members 
Mstep: Class 41 contains 13002 members 
Mstep: Class 42 contains 6397 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 5366 members 
Mstep: Class 48 contains 13502 members 
Mstep: Class 49 contains 6878 members 
Mstep: Class 50 contains 5153 members 
Mstep: Class 51 contains 21372 members 
Mstep: Class 52 contains 4175 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 8276 members 
Mstep: Class 55 contains 43626 members 
Mstep: Class 56 contains 3646 members 
Mstep: Class 57 contains 8055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133731640.000000 Penalty: 197614.015625
Iteration 80F: 58 clusters Score -1.337316e+08 nChanged 19058
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 53841 members 
Mstep: Class 3 contains 11240 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 29248 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 23088 members 
Mstep: Class 9 contains 168622 members 
Mstep: Class 10 contains 30369 members 
Mstep: Class 11 contains 10770 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 176581 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 5642 members 
Mstep: Class 21 contains 10663 members 
Mstep: Class 22 contains 7071 members 
Mstep: Class 23 contains 8231 members 
Mstep: Class 24 contains 11199 members 
Mstep: Class 25 contains 5119 members 
Mstep: Class 26 contains 92354 members 
Mstep: Class 27 contains 118979 members 
Mstep: Class 28 contains 16797 members 
Mstep: Class 29 contains 53352 members 
Mstep: Class 30 contains 3553 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8525 members 
Mstep: Class 34 contains 37935 members 
Mstep: Class 35 contains 4915 members 
Mstep: Class 36 contains 10952 members 
Mstep: Class 37 contains 12001 members 
Mstep: Class 38 contains 9489 members 
Mstep: Class 39 contains 4121 members 
Mstep: Class 40 contains 1004 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 7233 members 
Mstep: Class 43 contains 2688 members 
Mstep: Class 44 contains 510 members 
Mstep: Class 45 contains 1773 members 
Mstep: Class 46 contains 530 members 
Mstep: Class 47 contains 5763 members 
Mstep: Class 48 contains 14403 members 
Mstep: Class 49 contains 7018 members 
Mstep: Class 50 contains 5334 members 
Mstep: Class 51 contains 22367 members 
Mstep: Class 52 contains 4158 members 
Mstep: Class 53 contains 171 members 
Mstep: Class 54 contains 8620 members 
Mstep: Class 55 contains 43097 members 
Mstep: Class 56 contains 3852 members 
Mstep: Class 57 contains 8240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133738680.000000 Penalty: 197614.015625
Iteration 81Q: 58 clusters Score -1.337387e+08 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 53720 members 
Mstep: Class 3 contains 11253 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 29309 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 3079 members 
Mstep: Class 8 contains 23055 members 
Mstep: Class 9 contains 170728 members 
Mstep: Class 10 contains 30227 members 
Mstep: Class 11 contains 10552 members 
Mstep: Class 12 contains 17762 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 176533 members 
Mstep: Class 18 contains 6149 members 
Mstep: Class 19 contains 52335 members 
Mstep: Class 20 contains 5475 members 
Mstep: Class 21 contains 10661 members 
Mstep: Class 22 contains 6966 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 11302 members 
Mstep: Class 25 contains 5061 members 
Mstep: Class 26 contains 91267 members 
Mstep: Class 27 contains 116754 members 
Mstep: Class 28 contains 16758 members 
Mstep: Class 29 contains 52686 members 
Mstep: Class 30 contains 3676 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8475 members 
Mstep: Class 34 contains 37807 members 
Mstep: Class 35 contains 4818 members 
Mstep: Class 36 contains 11063 members 
Mstep: Class 37 contains 12040 members 
Mstep: Class 38 contains 9683 members 
Mstep: Class 39 contains 4101 members 
Mstep: Class 40 contains 1016 members 
Mstep: Class 41 contains 14319 members 
Mstep: Class 42 contains 7961 members 
Mstep: Class 43 contains 2677 members 
Mstep: Class 44 contains 530 members 
Mstep: Class 45 contains 1626 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 5924 members 
Mstep: Class 48 contains 14903 members 
Mstep: Class 49 contains 7085 members 
Mstep: Class 50 contains 5406 members 
Mstep: Class 51 contains 23121 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 171 members 
Mstep: Class 54 contains 8851 members 
Mstep: Class 55 contains 42403 members 
Mstep: Class 56 contains 3949 members 
Mstep: Class 57 contains 8446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133742376.000000 Penalty: 197614.015625
Iteration 82Q: 58 clusters Score -1.337424e+08 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 53599 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 2320 members 
Mstep: Class 5 contains 29416 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 23038 members 
Mstep: Class 9 contains 172695 members 
Mstep: Class 10 contains 30088 members 
Mstep: Class 11 contains 10383 members 
Mstep: Class 12 contains 17709 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 176524 members 
Mstep: Class 18 contains 6233 members 
Mstep: Class 19 contains 52322 members 
Mstep: Class 20 contains 5335 members 
Mstep: Class 21 contains 10652 members 
Mstep: Class 22 contains 6914 members 
Mstep: Class 23 contains 8187 members 
Mstep: Class 24 contains 11385 members 
Mstep: Class 25 contains 5036 members 
Mstep: Class 26 contains 90317 members 
Mstep: Class 27 contains 114819 members 
Mstep: Class 28 contains 16714 members 
Mstep: Class 29 contains 52097 members 
Mstep: Class 30 contains 3746 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8462 members 
Mstep: Class 34 contains 37675 members 
Mstep: Class 35 contains 4731 members 
Mstep: Class 36 contains 11191 members 
Mstep: Class 37 contains 12090 members 
Mstep: Class 38 contains 9870 members 
Mstep: Class 39 contains 4089 members 
Mstep: Class 40 contains 1029 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 8608 members 
Mstep: Class 43 contains 2675 members 
Mstep: Class 44 contains 547 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 6017 members 
Mstep: Class 48 contains 15210 members 
Mstep: Class 49 contains 7148 members 
Mstep: Class 50 contains 5447 members 
Mstep: Class 51 contains 23686 members 
Mstep: Class 52 contains 4187 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9031 members 
Mstep: Class 55 contains 41743 members 
Mstep: Class 56 contains 4011 members 
Mstep: Class 57 contains 8678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133744448.000000 Penalty: 197614.015625
Iteration 83Q: 58 clusters Score -1.337444e+08 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 53405 members 
Mstep: Class 3 contains 11277 members 
Mstep: Class 4 contains 2320 members 
Mstep: Class 5 contains 29488 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 3037 members 
Mstep: Class 8 contains 23020 members 
Mstep: Class 9 contains 174413 members 
Mstep: Class 10 contains 29974 members 
Mstep: Class 11 contains 10266 members 
Mstep: Class 12 contains 17678 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 176544 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 19 contains 52309 members 
Mstep: Class 20 contains 5242 members 
Mstep: Class 21 contains 10640 members 
Mstep: Class 22 contains 6867 members 
Mstep: Class 23 contains 8173 members 
Mstep: Class 24 contains 11433 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 89503 members 
Mstep: Class 27 contains 113138 members 
Mstep: Class 28 contains 16658 members 
Mstep: Class 29 contains 51608 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8477 members 
Mstep: Class 34 contains 37574 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 11306 members 
Mstep: Class 37 contains 12136 members 
Mstep: Class 38 contains 10008 members 
Mstep: Class 39 contains 4081 members 
Mstep: Class 40 contains 1037 members 
Mstep: Class 41 contains 15080 members 
Mstep: Class 42 contains 9202 members 
Mstep: Class 43 contains 2667 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 1445 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 6084 members 
Mstep: Class 48 contains 15456 members 
Mstep: Class 49 contains 7197 members 
Mstep: Class 50 contains 5461 members 
Mstep: Class 51 contains 24177 members 
Mstep: Class 52 contains 4190 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9152 members 
Mstep: Class 55 contains 41130 members 
Mstep: Class 56 contains 4064 members 
Mstep: Class 57 contains 8928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133745624.000000 Penalty: 197614.015625
Iteration 84Q: 58 clusters Score -1.337456e+08 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 53307 members 
Mstep: Class 3 contains 11277 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 29554 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 3023 members 
Mstep: Class 8 contains 23008 members 
Mstep: Class 9 contains 176052 members 
Mstep: Class 10 contains 29895 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 17678 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176564 members 
Mstep: Class 18 contains 6338 members 
Mstep: Class 19 contains 52297 members 
Mstep: Class 20 contains 5177 members 
Mstep: Class 21 contains 10646 members 
Mstep: Class 22 contains 6807 members 
Mstep: Class 23 contains 8169 members 
Mstep: Class 24 contains 11465 members 
Mstep: Class 25 contains 5024 members 
Mstep: Class 26 contains 88710 members 
Mstep: Class 27 contains 111576 members 
Mstep: Class 28 contains 16587 members 
Mstep: Class 29 contains 51163 members 
Mstep: Class 30 contains 3850 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8486 members 
Mstep: Class 34 contains 37483 members 
Mstep: Class 35 contains 4607 members 
Mstep: Class 36 contains 11418 members 
Mstep: Class 37 contains 12186 members 
Mstep: Class 38 contains 10099 members 
Mstep: Class 39 contains 4079 members 
Mstep: Class 40 contains 1043 members 
Mstep: Class 41 contains 15353 members 
Mstep: Class 42 contains 9782 members 
Mstep: Class 43 contains 2658 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 1386 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6105 members 
Mstep: Class 48 contains 15652 members 
Mstep: Class 49 contains 7247 members 
Mstep: Class 50 contains 5467 members 
Mstep: Class 51 contains 24648 members 
Mstep: Class 52 contains 4189 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9229 members 
Mstep: Class 55 contains 40572 members 
Mstep: Class 56 contains 4111 members 
Mstep: Class 57 contains 9157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133747080.000000 Penalty: 197614.015625
Iteration 85Q: 58 clusters Score -1.337471e+08 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 53188 members 
Mstep: Class 3 contains 11274 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 29590 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 7 contains 3009 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 177521 members 
Mstep: Class 10 contains 29800 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 17669 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176572 members 
Mstep: Class 18 contains 6363 members 
Mstep: Class 19 contains 52285 members 
Mstep: Class 20 contains 5127 members 
Mstep: Class 21 contains 10661 members 
Mstep: Class 22 contains 6761 members 
Mstep: Class 23 contains 8166 members 
Mstep: Class 24 contains 11484 members 
Mstep: Class 25 contains 5024 members 
Mstep: Class 26 contains 88016 members 
Mstep: Class 27 contains 110234 members 
Mstep: Class 28 contains 16521 members 
Mstep: Class 29 contains 50780 members 
Mstep: Class 30 contains 3877 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8497 members 
Mstep: Class 34 contains 37411 members 
Mstep: Class 35 contains 4551 members 
Mstep: Class 36 contains 11536 members 
Mstep: Class 37 contains 12231 members 
Mstep: Class 38 contains 10198 members 
Mstep: Class 39 contains 4073 members 
Mstep: Class 40 contains 1053 members 
Mstep: Class 41 contains 15538 members 
Mstep: Class 42 contains 10362 members 
Mstep: Class 43 contains 2655 members 
Mstep: Class 44 contains 563 members 
Mstep: Class 45 contains 1352 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6123 members 
Mstep: Class 48 contains 15794 members 
Mstep: Class 49 contains 7297 members 
Mstep: Class 50 contains 5477 members 
Mstep: Class 51 contains 25058 members 
Mstep: Class 52 contains 4186 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9292 members 
Mstep: Class 55 contains 40065 members 
Mstep: Class 56 contains 4148 members 
Mstep: Class 57 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748120.000000 Penalty: 197614.015625
Iteration 86Q: 58 clusters Score -1.337481e+08 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 53063 members 
Mstep: Class 3 contains 11279 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 29613 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 22996 members 
Mstep: Class 9 contains 178859 members 
Mstep: Class 10 contains 29707 members 
Mstep: Class 11 contains 10017 members 
Mstep: Class 12 contains 17670 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176585 members 
Mstep: Class 18 contains 6413 members 
Mstep: Class 19 contains 52288 members 
Mstep: Class 20 contains 5086 members 
Mstep: Class 21 contains 10694 members 
Mstep: Class 22 contains 6730 members 
Mstep: Class 23 contains 8164 members 
Mstep: Class 24 contains 11489 members 
Mstep: Class 25 contains 5022 members 
Mstep: Class 26 contains 87351 members 
Mstep: Class 27 contains 108996 members 
Mstep: Class 28 contains 16460 members 
Mstep: Class 29 contains 50446 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8512 members 
Mstep: Class 34 contains 37350 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 11624 members 
Mstep: Class 37 contains 12273 members 
Mstep: Class 38 contains 10293 members 
Mstep: Class 39 contains 4072 members 
Mstep: Class 40 contains 1059 members 
Mstep: Class 41 contains 15694 members 
Mstep: Class 42 contains 10926 members 
Mstep: Class 43 contains 2654 members 
Mstep: Class 44 contains 565 members 
Mstep: Class 45 contains 1340 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6132 members 
Mstep: Class 48 contains 15868 members 
Mstep: Class 49 contains 7354 members 
Mstep: Class 50 contains 5482 members 
Mstep: Class 51 contains 25441 members 
Mstep: Class 52 contains 4182 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9357 members 
Mstep: Class 55 contains 39621 members 
Mstep: Class 56 contains 4182 members 
Mstep: Class 57 contains 9537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133748976.000000 Penalty: 197614.015625
Iteration 87Q: 58 clusters Score -1.33749e+08 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 52919 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 29628 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 22983 members 
Mstep: Class 9 contains 180025 members 
Mstep: Class 10 contains 29571 members 
Mstep: Class 11 contains 9971 members 
Mstep: Class 12 contains 17675 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176574 members 
Mstep: Class 18 contains 6456 members 
Mstep: Class 19 contains 52288 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 10729 members 
Mstep: Class 22 contains 6711 members 
Mstep: Class 23 contains 8160 members 
Mstep: Class 24 contains 11491 members 
Mstep: Class 25 contains 5021 members 
Mstep: Class 26 contains 86717 members 
Mstep: Class 27 contains 107994 members 
Mstep: Class 28 contains 16394 members 
Mstep: Class 29 contains 50177 members 
Mstep: Class 30 contains 3889 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8520 members 
Mstep: Class 34 contains 37295 members 
Mstep: Class 35 contains 4446 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 12322 members 
Mstep: Class 38 contains 10363 members 
Mstep: Class 39 contains 4069 members 
Mstep: Class 40 contains 1068 members 
Mstep: Class 41 contains 15836 members 
Mstep: Class 42 contains 11496 members 
Mstep: Class 43 contains 2653 members 
Mstep: Class 44 contains 566 members 
Mstep: Class 45 contains 1342 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6141 members 
Mstep: Class 48 contains 15938 members 
Mstep: Class 49 contains 7408 members 
Mstep: Class 50 contains 5489 members 
Mstep: Class 51 contains 25793 members 
Mstep: Class 52 contains 4181 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9396 members 
Mstep: Class 55 contains 39204 members 
Mstep: Class 56 contains 4200 members 
Mstep: Class 57 contains 9709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749640.000000 Penalty: 197614.015625
Iteration 88Q: 58 clusters Score -1.337496e+08 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 52795 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 29652 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 22980 members 
Mstep: Class 9 contains 181005 members 
Mstep: Class 10 contains 29478 members 
Mstep: Class 11 contains 9942 members 
Mstep: Class 12 contains 17680 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176573 members 
Mstep: Class 18 contains 6498 members 
Mstep: Class 19 contains 52279 members 
Mstep: Class 20 contains 5015 members 
Mstep: Class 21 contains 10758 members 
Mstep: Class 22 contains 6703 members 
Mstep: Class 23 contains 8156 members 
Mstep: Class 24 contains 11502 members 
Mstep: Class 25 contains 5019 members 
Mstep: Class 26 contains 86170 members 
Mstep: Class 27 contains 107166 members 
Mstep: Class 28 contains 16340 members 
Mstep: Class 29 contains 49940 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8542 members 
Mstep: Class 34 contains 37247 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 11775 members 
Mstep: Class 37 contains 12350 members 
Mstep: Class 38 contains 10428 members 
Mstep: Class 39 contains 4068 members 
Mstep: Class 40 contains 1076 members 
Mstep: Class 41 contains 15923 members 
Mstep: Class 42 contains 12029 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 567 members 
Mstep: Class 45 contains 1334 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6149 members 
Mstep: Class 48 contains 15967 members 
Mstep: Class 49 contains 7452 members 
Mstep: Class 50 contains 5490 members 
Mstep: Class 51 contains 26086 members 
Mstep: Class 52 contains 4184 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9418 members 
Mstep: Class 55 contains 38826 members 
Mstep: Class 56 contains 4213 members 
Mstep: Class 57 contains 9847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749616.000000 Penalty: 197614.015625
Iteration 89Q: 58 clusters Score -1.337496e+08 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 52672 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 29659 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 22976 members 
Mstep: Class 9 contains 181945 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 9887 members 
Mstep: Class 12 contains 17678 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 15 contains 1047 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176561 members 
Mstep: Class 18 contains 6539 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 4982 members 
Mstep: Class 21 contains 10772 members 
Mstep: Class 22 contains 6693 members 
Mstep: Class 23 contains 8152 members 
Mstep: Class 24 contains 11510 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 85707 members 
Mstep: Class 27 contains 106377 members 
Mstep: Class 28 contains 16300 members 
Mstep: Class 29 contains 49734 members 
Mstep: Class 30 contains 3888 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8559 members 
Mstep: Class 34 contains 37210 members 
Mstep: Class 35 contains 4359 members 
Mstep: Class 36 contains 11821 members 
Mstep: Class 37 contains 12378 members 
Mstep: Class 38 contains 10496 members 
Mstep: Class 39 contains 4067 members 
Mstep: Class 40 contains 1082 members 
Mstep: Class 41 contains 16009 members 
Mstep: Class 42 contains 12534 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 567 members 
Mstep: Class 45 contains 1331 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6160 members 
Mstep: Class 48 contains 15982 members 
Mstep: Class 49 contains 7497 members 
Mstep: Class 50 contains 5492 members 
Mstep: Class 51 contains 26354 members 
Mstep: Class 52 contains 4186 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9440 members 
Mstep: Class 55 contains 38511 members 
Mstep: Class 56 contains 4220 members 
Mstep: Class 57 contains 9962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133749608.000000 Penalty: 197614.015625
Iteration 90Q: 58 clusters Score -1.337496e+08 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 52564 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 29675 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 22960 members 
Mstep: Class 9 contains 182752 members 
Mstep: Class 10 contains 29274 members 
Mstep: Class 11 contains 9839 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176567 members 
Mstep: Class 18 contains 6585 members 
Mstep: Class 19 contains 52272 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 10783 members 
Mstep: Class 22 contains 6676 members 
Mstep: Class 23 contains 8148 members 
Mstep: Class 24 contains 11504 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 85264 members 
Mstep: Class 27 contains 105748 members 
Mstep: Class 28 contains 16273 members 
Mstep: Class 29 contains 49535 members 
Mstep: Class 30 contains 3882 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8564 members 
Mstep: Class 34 contains 37178 members 
Mstep: Class 35 contains 4331 members 
Mstep: Class 36 contains 11867 members 
Mstep: Class 37 contains 12393 members 
Mstep: Class 38 contains 10552 members 
Mstep: Class 39 contains 4067 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 16093 members 
Mstep: Class 42 contains 12971 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 567 members 
Mstep: Class 45 contains 1330 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6168 members 
Mstep: Class 48 contains 16009 members 
Mstep: Class 49 contains 7523 members 
Mstep: Class 50 contains 5497 members 
Mstep: Class 51 contains 26624 members 
Mstep: Class 52 contains 4187 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9465 members 
Mstep: Class 55 contains 38239 members 
Mstep: Class 56 contains 4231 members 
Mstep: Class 57 contains 10034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750056.000000 Penalty: 197614.015625
Iteration 91Q: 58 clusters Score -1.337501e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 52517 members 
Mstep: Class 3 contains 11286 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 29686 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 22962 members 
Mstep: Class 9 contains 183451 members 
Mstep: Class 10 contains 29182 members 
Mstep: Class 11 contains 9800 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 896 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176559 members 
Mstep: Class 18 contains 6619 members 
Mstep: Class 19 contains 52270 members 
Mstep: Class 20 contains 4943 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6667 members 
Mstep: Class 23 contains 8147 members 
Mstep: Class 24 contains 11492 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 84898 members 
Mstep: Class 27 contains 105157 members 
Mstep: Class 28 contains 16252 members 
Mstep: Class 29 contains 49365 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8567 members 
Mstep: Class 34 contains 37138 members 
Mstep: Class 35 contains 4309 members 
Mstep: Class 36 contains 11902 members 
Mstep: Class 37 contains 12409 members 
Mstep: Class 38 contains 10594 members 
Mstep: Class 39 contains 4066 members 
Mstep: Class 40 contains 1091 members 
Mstep: Class 41 contains 16168 members 
Mstep: Class 42 contains 13358 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 566 members 
Mstep: Class 45 contains 1328 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6173 members 
Mstep: Class 48 contains 16051 members 
Mstep: Class 49 contains 7550 members 
Mstep: Class 50 contains 5498 members 
Mstep: Class 51 contains 26849 members 
Mstep: Class 52 contains 4187 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9477 members 
Mstep: Class 55 contains 37980 members 
Mstep: Class 56 contains 4234 members 
Mstep: Class 57 contains 10095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750024.000000 Penalty: 197614.015625
Iteration 92Q: 58 clusters Score -1.3375e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 52457 members 
Mstep: Class 3 contains 11286 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 29699 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 22957 members 
Mstep: Class 9 contains 184044 members 
Mstep: Class 10 contains 29117 members 
Mstep: Class 11 contains 9762 members 
Mstep: Class 12 contains 17662 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 899 members 
Mstep: Class 15 contains 1045 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 176559 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 52267 members 
Mstep: Class 20 contains 4936 members 
Mstep: Class 21 contains 10810 members 
Mstep: Class 22 contains 6658 members 
Mstep: Class 23 contains 8148 members 
Mstep: Class 24 contains 11488 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 84536 members 
Mstep: Class 27 contains 104679 members 
Mstep: Class 28 contains 16233 members 
Mstep: Class 29 contains 49219 members 
Mstep: Class 30 contains 3883 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8570 members 
Mstep: Class 34 contains 37106 members 
Mstep: Class 35 contains 4280 members 
Mstep: Class 36 contains 11940 members 
Mstep: Class 37 contains 12421 members 
Mstep: Class 38 contains 10627 members 
Mstep: Class 39 contains 4065 members 
Mstep: Class 40 contains 1092 members 
Mstep: Class 41 contains 16248 members 
Mstep: Class 42 contains 13716 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 564 members 
Mstep: Class 45 contains 1324 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6177 members 
Mstep: Class 48 contains 16097 members 
Mstep: Class 49 contains 7574 members 
Mstep: Class 50 contains 5501 members 
Mstep: Class 51 contains 27062 members 
Mstep: Class 52 contains 4186 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9488 members 
Mstep: Class 55 contains 37718 members 
Mstep: Class 56 contains 4236 members 
Mstep: Class 57 contains 10153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750320.000000 Penalty: 197614.015625
Iteration 93Q: 58 clusters Score -1.337503e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 52390 members 
Mstep: Class 3 contains 11284 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 22952 members 
Mstep: Class 9 contains 184536 members 
Mstep: Class 10 contains 29064 members 
Mstep: Class 11 contains 9736 members 
Mstep: Class 12 contains 17666 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 176560 members 
Mstep: Class 18 contains 6680 members 
Mstep: Class 19 contains 52251 members 
Mstep: Class 20 contains 4933 members 
Mstep: Class 21 contains 10816 members 
Mstep: Class 22 contains 6653 members 
Mstep: Class 23 contains 8148 members 
Mstep: Class 24 contains 11477 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 84205 members 
Mstep: Class 27 contains 104285 members 
Mstep: Class 28 contains 16225 members 
Mstep: Class 29 contains 49086 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8571 members 
Mstep: Class 34 contains 37086 members 
Mstep: Class 35 contains 4251 members 
Mstep: Class 36 contains 11973 members 
Mstep: Class 37 contains 12428 members 
Mstep: Class 38 contains 10650 members 
Mstep: Class 39 contains 4065 members 
Mstep: Class 40 contains 1092 members 
Mstep: Class 41 contains 16315 members 
Mstep: Class 42 contains 14057 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 1320 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6180 members 
Mstep: Class 48 contains 16148 members 
Mstep: Class 49 contains 7599 members 
Mstep: Class 50 contains 5504 members 
Mstep: Class 51 contains 27276 members 
Mstep: Class 52 contains 4188 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9496 members 
Mstep: Class 55 contains 37464 members 
Mstep: Class 56 contains 4237 members 
Mstep: Class 57 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750600.000000 Penalty: 197614.015625
Iteration 94Q: 58 clusters Score -1.337506e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 52313 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 29716 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 22941 members 
Mstep: Class 9 contains 184975 members 
Mstep: Class 10 contains 29017 members 
Mstep: Class 11 contains 9706 members 
Mstep: Class 12 contains 17671 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 176545 members 
Mstep: Class 18 contains 6696 members 
Mstep: Class 19 contains 52240 members 
Mstep: Class 20 contains 4931 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 6657 members 
Mstep: Class 23 contains 8147 members 
Mstep: Class 24 contains 11472 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 83895 members 
Mstep: Class 27 contains 103954 members 
Mstep: Class 28 contains 16223 members 
Mstep: Class 29 contains 48936 members 
Mstep: Class 30 contains 3883 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8578 members 
Mstep: Class 34 contains 37062 members 
Mstep: Class 35 contains 4232 members 
Mstep: Class 36 contains 12010 members 
Mstep: Class 37 contains 12440 members 
Mstep: Class 38 contains 10670 members 
Mstep: Class 39 contains 4064 members 
Mstep: Class 40 contains 1094 members 
Mstep: Class 41 contains 16363 members 
Mstep: Class 42 contains 14394 members 
Mstep: Class 43 contains 2651 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 1318 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6181 members 
Mstep: Class 48 contains 16186 members 
Mstep: Class 49 contains 7617 members 
Mstep: Class 50 contains 5504 members 
Mstep: Class 51 contains 27476 members 
Mstep: Class 52 contains 4185 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9508 members 
Mstep: Class 55 contains 37250 members 
Mstep: Class 56 contains 4238 members 
Mstep: Class 57 contains 10232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750784.000000 Penalty: 197614.015625
Iteration 95Q: 58 clusters Score -1.337508e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 52276 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 29734 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 22937 members 
Mstep: Class 9 contains 185366 members 
Mstep: Class 10 contains 28972 members 
Mstep: Class 11 contains 9687 members 
Mstep: Class 12 contains 17674 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 176545 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 52236 members 
Mstep: Class 20 contains 4925 members 
Mstep: Class 21 contains 10830 members 
Mstep: Class 22 contains 6657 members 
Mstep: Class 23 contains 8147 members 
Mstep: Class 24 contains 11465 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 83595 members 
Mstep: Class 27 contains 103657 members 
Mstep: Class 28 contains 16218 members 
Mstep: Class 29 contains 48780 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8586 members 
Mstep: Class 34 contains 37035 members 
Mstep: Class 35 contains 4212 members 
Mstep: Class 36 contains 12034 members 
Mstep: Class 37 contains 12446 members 
Mstep: Class 38 contains 10672 members 
Mstep: Class 39 contains 4063 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 16413 members 
Mstep: Class 42 contains 14695 members 
Mstep: Class 43 contains 2648 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 1317 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6182 members 
Mstep: Class 48 contains 16223 members 
Mstep: Class 49 contains 7636 members 
Mstep: Class 50 contains 5506 members 
Mstep: Class 51 contains 27666 members 
Mstep: Class 52 contains 4184 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9515 members 
Mstep: Class 55 contains 37053 members 
Mstep: Class 56 contains 4238 members 
Mstep: Class 57 contains 10265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750528.000000 Penalty: 197614.015625
Iteration 96Q: 58 clusters Score -1.337505e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 52227 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 29740 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 22930 members 
Mstep: Class 9 contains 185701 members 
Mstep: Class 10 contains 28914 members 
Mstep: Class 11 contains 9665 members 
Mstep: Class 12 contains 17674 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176546 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 52240 members 
Mstep: Class 20 contains 4918 members 
Mstep: Class 21 contains 10837 members 
Mstep: Class 22 contains 6652 members 
Mstep: Class 23 contains 8147 members 
Mstep: Class 24 contains 11459 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 83354 members 
Mstep: Class 27 contains 103403 members 
Mstep: Class 28 contains 16215 members 
Mstep: Class 29 contains 48654 members 
Mstep: Class 30 contains 3882 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8587 members 
Mstep: Class 34 contains 37014 members 
Mstep: Class 35 contains 4187 members 
Mstep: Class 36 contains 12055 members 
Mstep: Class 37 contains 12448 members 
Mstep: Class 38 contains 10681 members 
Mstep: Class 39 contains 4062 members 
Mstep: Class 40 contains 1094 members 
Mstep: Class 41 contains 16470 members 
Mstep: Class 42 contains 14964 members 
Mstep: Class 43 contains 2646 members 
Mstep: Class 44 contains 558 members 
Mstep: Class 45 contains 1315 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6186 members 
Mstep: Class 48 contains 16263 members 
Mstep: Class 49 contains 7652 members 
Mstep: Class 50 contains 5507 members 
Mstep: Class 51 contains 27856 members 
Mstep: Class 52 contains 4185 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9521 members 
Mstep: Class 55 contains 36850 members 
Mstep: Class 56 contains 4240 members 
Mstep: Class 57 contains 10295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750384.000000 Penalty: 197614.015625
Iteration 97Q: 58 clusters Score -1.337504e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 52202 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 29735 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 22922 members 
Mstep: Class 9 contains 186019 members 
Mstep: Class 10 contains 28871 members 
Mstep: Class 11 contains 9643 members 
Mstep: Class 12 contains 17683 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176545 members 
Mstep: Class 18 contains 6767 members 
Mstep: Class 19 contains 52240 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 10847 members 
Mstep: Class 22 contains 6650 members 
Mstep: Class 23 contains 8145 members 
Mstep: Class 24 contains 11458 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 83143 members 
Mstep: Class 27 contains 103178 members 
Mstep: Class 28 contains 16214 members 
Mstep: Class 29 contains 48533 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8597 members 
Mstep: Class 34 contains 36999 members 
Mstep: Class 35 contains 4165 members 
Mstep: Class 36 contains 12071 members 
Mstep: Class 37 contains 12451 members 
Mstep: Class 38 contains 10693 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 16515 members 
Mstep: Class 42 contains 15191 members 
Mstep: Class 43 contains 2645 members 
Mstep: Class 44 contains 555 members 
Mstep: Class 45 contains 1311 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6188 members 
Mstep: Class 48 contains 16293 members 
Mstep: Class 49 contains 7671 members 
Mstep: Class 50 contains 5510 members 
Mstep: Class 51 contains 28015 members 
Mstep: Class 52 contains 4185 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9530 members 
Mstep: Class 55 contains 36640 members 
Mstep: Class 56 contains 4241 members 
Mstep: Class 57 contains 10322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750432.000000 Penalty: 197614.015625
Iteration 98Q: 58 clusters Score -1.337504e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 52170 members 
Mstep: Class 3 contains 11283 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 29737 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 22918 members 
Mstep: Class 9 contains 186342 members 
Mstep: Class 10 contains 28827 members 
Mstep: Class 11 contains 9621 members 
Mstep: Class 12 contains 17688 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176543 members 
Mstep: Class 18 contains 6796 members 
Mstep: Class 19 contains 52238 members 
Mstep: Class 20 contains 4897 members 
Mstep: Class 21 contains 10866 members 
Mstep: Class 22 contains 6649 members 
Mstep: Class 23 contains 8146 members 
Mstep: Class 24 contains 11455 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 82951 members 
Mstep: Class 27 contains 102952 members 
Mstep: Class 28 contains 16210 members 
Mstep: Class 29 contains 48407 members 
Mstep: Class 30 contains 3886 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8600 members 
Mstep: Class 34 contains 36983 members 
Mstep: Class 35 contains 4155 members 
Mstep: Class 36 contains 12083 members 
Mstep: Class 37 contains 12453 members 
Mstep: Class 38 contains 10703 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 16549 members 
Mstep: Class 42 contains 15396 members 
Mstep: Class 43 contains 2644 members 
Mstep: Class 44 contains 552 members 
Mstep: Class 45 contains 1308 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6189 members 
Mstep: Class 48 contains 16305 members 
Mstep: Class 49 contains 7683 members 
Mstep: Class 50 contains 5509 members 
Mstep: Class 51 contains 28186 members 
Mstep: Class 52 contains 4182 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9539 members 
Mstep: Class 55 contains 36442 members 
Mstep: Class 56 contains 4242 members 
Mstep: Class 57 contains 10362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750624.000000 Penalty: 197614.015625
Iteration 99Q: 58 clusters Score -1.337506e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 52153 members 
Mstep: Class 3 contains 11285 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 29726 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 22911 members 
Mstep: Class 9 contains 186640 members 
Mstep: Class 10 contains 28765 members 
Mstep: Class 11 contains 9607 members 
Mstep: Class 12 contains 17687 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176542 members 
Mstep: Class 18 contains 6820 members 
Mstep: Class 19 contains 52234 members 
Mstep: Class 20 contains 4887 members 
Mstep: Class 21 contains 10883 members 
Mstep: Class 22 contains 6647 members 
Mstep: Class 23 contains 8144 members 
Mstep: Class 24 contains 11455 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 82773 members 
Mstep: Class 27 contains 102737 members 
Mstep: Class 28 contains 16203 members 
Mstep: Class 29 contains 48321 members 
Mstep: Class 30 contains 3889 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8600 members 
Mstep: Class 34 contains 36977 members 
Mstep: Class 35 contains 4149 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 12457 members 
Mstep: Class 38 contains 10710 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 16575 members 
Mstep: Class 42 contains 15595 members 
Mstep: Class 43 contains 2644 members 
Mstep: Class 44 contains 546 members 
Mstep: Class 45 contains 1304 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6191 members 
Mstep: Class 48 contains 16329 members 
Mstep: Class 49 contains 7695 members 
Mstep: Class 50 contains 5509 members 
Mstep: Class 51 contains 28344 members 
Mstep: Class 52 contains 4180 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9544 members 
Mstep: Class 55 contains 36244 members 
Mstep: Class 56 contains 4243 members 
Mstep: Class 57 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133750904.000000 Penalty: 197614.015625
Iteration 100F: 58 clusters Score -1.337509e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 52055 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 22907 members 
Mstep: Class 9 contains 186913 members 
Mstep: Class 10 contains 28698 members 
Mstep: Class 11 contains 9591 members 
Mstep: Class 12 contains 17695 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 1023 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 176534 members 
Mstep: Class 18 contains 6851 members 
Mstep: Class 19 contains 52230 members 
Mstep: Class 20 contains 4875 members 
Mstep: Class 21 contains 10905 members 
Mstep: Class 22 contains 6650 members 
Mstep: Class 23 contains 8140 members 
Mstep: Class 24 contains 11448 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 82573 members 
Mstep: Class 27 contains 102560 members 
Mstep: Class 28 contains 16201 members 
Mstep: Class 29 contains 48186 members 
Mstep: Class 30 contains 3924 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8596 members 
Mstep: Class 34 contains 36972 members 
Mstep: Class 35 contains 4142 members 
Mstep: Class 36 contains 12109 members 
Mstep: Class 37 contains 12458 members 
Mstep: Class 38 contains 10722 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1094 members 
Mstep: Class 41 contains 16595 members 
Mstep: Class 42 contains 15964 members 
Mstep: Class 43 contains 2644 members 
Mstep: Class 44 contains 538 members 
Mstep: Class 45 contains 1288 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 6193 members 
Mstep: Class 48 contains 16334 members 
Mstep: Class 49 contains 7704 members 
Mstep: Class 50 contains 5511 members 
Mstep: Class 51 contains 28495 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9549 members 
Mstep: Class 55 contains 36050 members 
Mstep: Class 56 contains 4244 members 
Mstep: Class 57 contains 10426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751112.000000 Penalty: 197614.015625
Iteration 101Q: 58 clusters Score -1.337511e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 51930 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 29690 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 22905 members 
Mstep: Class 9 contains 187172 members 
Mstep: Class 10 contains 28630 members 
Mstep: Class 11 contains 9586 members 
Mstep: Class 12 contains 17706 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 1018 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 176527 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 52229 members 
Mstep: Class 20 contains 4867 members 
Mstep: Class 21 contains 10916 members 
Mstep: Class 22 contains 6652 members 
Mstep: Class 23 contains 8140 members 
Mstep: Class 24 contains 11437 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 82336 members 
Mstep: Class 27 contains 102420 members 
Mstep: Class 28 contains 16193 members 
Mstep: Class 29 contains 48030 members 
Mstep: Class 30 contains 3944 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8601 members 
Mstep: Class 34 contains 36960 members 
Mstep: Class 35 contains 4134 members 
Mstep: Class 36 contains 12124 members 
Mstep: Class 37 contains 12465 members 
Mstep: Class 38 contains 10727 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1094 members 
Mstep: Class 41 contains 16618 members 
Mstep: Class 42 contains 16368 members 
Mstep: Class 43 contains 2643 members 
Mstep: Class 44 contains 528 members 
Mstep: Class 45 contains 1273 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 6195 members 
Mstep: Class 48 contains 16337 members 
Mstep: Class 49 contains 7712 members 
Mstep: Class 50 contains 5513 members 
Mstep: Class 51 contains 28627 members 
Mstep: Class 52 contains 4173 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9549 members 
Mstep: Class 55 contains 35889 members 
Mstep: Class 56 contains 4244 members 
Mstep: Class 57 contains 10461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751312.000000 Penalty: 197614.015625
Iteration 102Q: 58 clusters Score -1.337513e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 51818 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 29682 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 22900 members 
Mstep: Class 9 contains 187423 members 
Mstep: Class 10 contains 28557 members 
Mstep: Class 11 contains 9570 members 
Mstep: Class 12 contains 17712 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 1014 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176524 members 
Mstep: Class 18 contains 6931 members 
Mstep: Class 19 contains 52227 members 
Mstep: Class 20 contains 4863 members 
Mstep: Class 21 contains 10930 members 
Mstep: Class 22 contains 6654 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11428 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 82105 members 
Mstep: Class 27 contains 102303 members 
Mstep: Class 28 contains 16192 members 
Mstep: Class 29 contains 47868 members 
Mstep: Class 30 contains 3970 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 8602 members 
Mstep: Class 34 contains 36950 members 
Mstep: Class 35 contains 4127 members 
Mstep: Class 36 contains 12138 members 
Mstep: Class 37 contains 12471 members 
Mstep: Class 38 contains 10733 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 16643 members 
Mstep: Class 42 contains 16750 members 
Mstep: Class 43 contains 2643 members 
Mstep: Class 44 contains 517 members 
Mstep: Class 45 contains 1251 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6198 members 
Mstep: Class 48 contains 16341 members 
Mstep: Class 49 contains 7718 members 
Mstep: Class 50 contains 5515 members 
Mstep: Class 51 contains 28744 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9548 members 
Mstep: Class 55 contains 35736 members 
Mstep: Class 56 contains 4244 members 
Mstep: Class 57 contains 10491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751816.000000 Penalty: 197614.015625
Iteration 103Q: 58 clusters Score -1.337518e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 51708 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 29685 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 22898 members 
Mstep: Class 9 contains 187647 members 
Mstep: Class 10 contains 28493 members 
Mstep: Class 11 contains 9552 members 
Mstep: Class 12 contains 17716 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 1014 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 176506 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 19 contains 52227 members 
Mstep: Class 20 contains 4864 members 
Mstep: Class 21 contains 10938 members 
Mstep: Class 22 contains 6648 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11415 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 81913 members 
Mstep: Class 27 contains 102190 members 
Mstep: Class 28 contains 16191 members 
Mstep: Class 29 contains 47699 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8605 members 
Mstep: Class 34 contains 36942 members 
Mstep: Class 35 contains 4126 members 
Mstep: Class 36 contains 12147 members 
Mstep: Class 37 contains 12472 members 
Mstep: Class 38 contains 10737 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 16654 members 
Mstep: Class 42 contains 17150 members 
Mstep: Class 43 contains 2642 members 
Mstep: Class 44 contains 507 members 
Mstep: Class 45 contains 1229 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6199 members 
Mstep: Class 48 contains 16354 members 
Mstep: Class 49 contains 7722 members 
Mstep: Class 50 contains 5516 members 
Mstep: Class 51 contains 28842 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9552 members 
Mstep: Class 55 contains 35610 members 
Mstep: Class 56 contains 4244 members 
Mstep: Class 57 contains 10509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751728.000000 Penalty: 197614.015625
Iteration 104Q: 58 clusters Score -1.337517e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 51611 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 29686 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 22895 members 
Mstep: Class 9 contains 187860 members 
Mstep: Class 10 contains 28444 members 
Mstep: Class 11 contains 9540 members 
Mstep: Class 12 contains 17720 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 1011 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 176485 members 
Mstep: Class 18 contains 6990 members 
Mstep: Class 19 contains 52228 members 
Mstep: Class 20 contains 4862 members 
Mstep: Class 21 contains 10943 members 
Mstep: Class 22 contains 6646 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11403 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 81747 members 
Mstep: Class 27 contains 102078 members 
Mstep: Class 28 contains 16191 members 
Mstep: Class 29 contains 47516 members 
Mstep: Class 30 contains 4013 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8604 members 
Mstep: Class 34 contains 36933 members 
Mstep: Class 35 contains 4123 members 
Mstep: Class 36 contains 12157 members 
Mstep: Class 37 contains 12478 members 
Mstep: Class 38 contains 10742 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 16664 members 
Mstep: Class 42 contains 17504 members 
Mstep: Class 43 contains 2642 members 
Mstep: Class 44 contains 503 members 
Mstep: Class 45 contains 1211 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6200 members 
Mstep: Class 48 contains 16380 members 
Mstep: Class 49 contains 7725 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 28952 members 
Mstep: Class 52 contains 4169 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9557 members 
Mstep: Class 55 contains 35488 members 
Mstep: Class 56 contains 4244 members 
Mstep: Class 57 contains 10521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751888.000000 Penalty: 197614.015625
Iteration 105Q: 58 clusters Score -1.337519e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 51520 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 29685 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 22900 members 
Mstep: Class 9 contains 188029 members 
Mstep: Class 10 contains 28407 members 
Mstep: Class 11 contains 9525 members 
Mstep: Class 12 contains 17720 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 176486 members 
Mstep: Class 18 contains 7024 members 
Mstep: Class 19 contains 52228 members 
Mstep: Class 20 contains 4861 members 
Mstep: Class 21 contains 10946 members 
Mstep: Class 22 contains 6642 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11395 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 81557 members 
Mstep: Class 27 contains 102003 members 
Mstep: Class 28 contains 16190 members 
Mstep: Class 29 contains 47326 members 
Mstep: Class 30 contains 4037 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8605 members 
Mstep: Class 34 contains 36930 members 
Mstep: Class 35 contains 4122 members 
Mstep: Class 36 contains 12168 members 
Mstep: Class 37 contains 12485 members 
Mstep: Class 38 contains 10746 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 16664 members 
Mstep: Class 42 contains 17849 members 
Mstep: Class 43 contains 2641 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 1197 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6201 members 
Mstep: Class 48 contains 16417 members 
Mstep: Class 49 contains 7726 members 
Mstep: Class 50 contains 5516 members 
Mstep: Class 51 contains 29048 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9563 members 
Mstep: Class 55 contains 35372 members 
Mstep: Class 56 contains 4245 members 
Mstep: Class 57 contains 10537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752168.000000 Penalty: 197614.015625
Iteration 106Q: 58 clusters Score -1.337522e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 51411 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 29681 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 22904 members 
Mstep: Class 9 contains 188199 members 
Mstep: Class 10 contains 28379 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 17720 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 994 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 176481 members 
Mstep: Class 18 contains 7051 members 
Mstep: Class 19 contains 52230 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 10950 members 
Mstep: Class 22 contains 6640 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11384 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 81372 members 
Mstep: Class 27 contains 101941 members 
Mstep: Class 28 contains 16186 members 
Mstep: Class 29 contains 47132 members 
Mstep: Class 30 contains 4054 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8610 members 
Mstep: Class 34 contains 36926 members 
Mstep: Class 35 contains 4123 members 
Mstep: Class 36 contains 12181 members 
Mstep: Class 37 contains 12486 members 
Mstep: Class 38 contains 10751 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 16690 members 
Mstep: Class 42 contains 18183 members 
Mstep: Class 43 contains 2638 members 
Mstep: Class 44 contains 505 members 
Mstep: Class 45 contains 1182 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6203 members 
Mstep: Class 48 contains 16441 members 
Mstep: Class 49 contains 7727 members 
Mstep: Class 50 contains 5515 members 
Mstep: Class 51 contains 29158 members 
Mstep: Class 52 contains 4171 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9561 members 
Mstep: Class 55 contains 35254 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752024.000000 Penalty: 197614.015625
Iteration 107Q: 58 clusters Score -1.33752e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 51349 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 29691 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 22894 members 
Mstep: Class 9 contains 188355 members 
Mstep: Class 10 contains 28338 members 
Mstep: Class 11 contains 9503 members 
Mstep: Class 12 contains 17719 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 176477 members 
Mstep: Class 18 contains 7067 members 
Mstep: Class 19 contains 52230 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 10956 members 
Mstep: Class 22 contains 6640 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11372 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 81213 members 
Mstep: Class 27 contains 101862 members 
Mstep: Class 28 contains 16186 members 
Mstep: Class 29 contains 46947 members 
Mstep: Class 30 contains 4067 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8615 members 
Mstep: Class 34 contains 36926 members 
Mstep: Class 35 contains 4122 members 
Mstep: Class 36 contains 12189 members 
Mstep: Class 37 contains 12496 members 
Mstep: Class 38 contains 10759 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 16691 members 
Mstep: Class 42 contains 18489 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 506 members 
Mstep: Class 45 contains 1175 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6207 members 
Mstep: Class 48 contains 16451 members 
Mstep: Class 49 contains 7728 members 
Mstep: Class 50 contains 5515 members 
Mstep: Class 51 contains 29260 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9566 members 
Mstep: Class 55 contains 35148 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752376.000000 Penalty: 197614.015625
Iteration 108Q: 58 clusters Score -1.337524e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 51284 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 22888 members 
Mstep: Class 9 contains 188496 members 
Mstep: Class 10 contains 28305 members 
Mstep: Class 11 contains 9494 members 
Mstep: Class 12 contains 17718 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 986 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 176469 members 
Mstep: Class 18 contains 7079 members 
Mstep: Class 19 contains 52231 members 
Mstep: Class 20 contains 4849 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11372 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 81057 members 
Mstep: Class 27 contains 101802 members 
Mstep: Class 28 contains 16183 members 
Mstep: Class 29 contains 46787 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8624 members 
Mstep: Class 34 contains 36919 members 
Mstep: Class 35 contains 4124 members 
Mstep: Class 36 contains 12202 members 
Mstep: Class 37 contains 12503 members 
Mstep: Class 38 contains 10769 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16696 members 
Mstep: Class 42 contains 18762 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 506 members 
Mstep: Class 45 contains 1166 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6207 members 
Mstep: Class 48 contains 16464 members 
Mstep: Class 49 contains 7730 members 
Mstep: Class 50 contains 5516 members 
Mstep: Class 51 contains 29350 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9565 members 
Mstep: Class 55 contains 35045 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752080.000000 Penalty: 197614.015625
Iteration 109Q: 58 clusters Score -1.337521e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 51213 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 29718 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 22882 members 
Mstep: Class 9 contains 188637 members 
Mstep: Class 10 contains 28273 members 
Mstep: Class 11 contains 9481 members 
Mstep: Class 12 contains 17713 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 986 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 176466 members 
Mstep: Class 18 contains 7094 members 
Mstep: Class 19 contains 52229 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11367 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 80899 members 
Mstep: Class 27 contains 101744 members 
Mstep: Class 28 contains 16181 members 
Mstep: Class 29 contains 46643 members 
Mstep: Class 30 contains 4079 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8627 members 
Mstep: Class 34 contains 36915 members 
Mstep: Class 35 contains 4122 members 
Mstep: Class 36 contains 12211 members 
Mstep: Class 37 contains 12507 members 
Mstep: Class 38 contains 10774 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16710 members 
Mstep: Class 42 contains 19033 members 
Mstep: Class 43 contains 2634 members 
Mstep: Class 44 contains 508 members 
Mstep: Class 45 contains 1162 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6209 members 
Mstep: Class 48 contains 16473 members 
Mstep: Class 49 contains 7733 members 
Mstep: Class 50 contains 5516 members 
Mstep: Class 51 contains 29437 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9570 members 
Mstep: Class 55 contains 34957 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752304.000000 Penalty: 197614.015625
Iteration 110Q: 58 clusters Score -1.337523e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 51149 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 29731 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 22881 members 
Mstep: Class 9 contains 188749 members 
Mstep: Class 10 contains 28223 members 
Mstep: Class 11 contains 9473 members 
Mstep: Class 12 contains 17711 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 176460 members 
Mstep: Class 18 contains 7111 members 
Mstep: Class 19 contains 52227 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11364 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 80738 members 
Mstep: Class 27 contains 101735 members 
Mstep: Class 28 contains 16176 members 
Mstep: Class 29 contains 46479 members 
Mstep: Class 30 contains 4081 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8630 members 
Mstep: Class 34 contains 36917 members 
Mstep: Class 35 contains 4114 members 
Mstep: Class 36 contains 12219 members 
Mstep: Class 37 contains 12514 members 
Mstep: Class 38 contains 10773 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16712 members 
Mstep: Class 42 contains 19299 members 
Mstep: Class 43 contains 2631 members 
Mstep: Class 44 contains 511 members 
Mstep: Class 45 contains 1161 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6212 members 
Mstep: Class 48 contains 16504 members 
Mstep: Class 49 contains 7735 members 
Mstep: Class 50 contains 5515 members 
Mstep: Class 51 contains 29516 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9574 members 
Mstep: Class 55 contains 34866 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752616.000000 Penalty: 197614.015625
Iteration 111Q: 58 clusters Score -1.337526e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 51076 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 29749 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 2980 members 
Mstep: Class 8 contains 22880 members 
Mstep: Class 9 contains 188861 members 
Mstep: Class 10 contains 28170 members 
Mstep: Class 11 contains 9470 members 
Mstep: Class 12 contains 17719 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 176455 members 
Mstep: Class 18 contains 7128 members 
Mstep: Class 19 contains 52225 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11363 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 80603 members 
Mstep: Class 27 contains 101711 members 
Mstep: Class 28 contains 16175 members 
Mstep: Class 29 contains 46336 members 
Mstep: Class 30 contains 4082 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8631 members 
Mstep: Class 34 contains 36919 members 
Mstep: Class 35 contains 4110 members 
Mstep: Class 36 contains 12228 members 
Mstep: Class 37 contains 12523 members 
Mstep: Class 38 contains 10772 members 
Mstep: Class 39 contains 4061 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16711 members 
Mstep: Class 42 contains 19539 members 
Mstep: Class 43 contains 2626 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 1159 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6212 members 
Mstep: Class 48 contains 16542 members 
Mstep: Class 49 contains 7738 members 
Mstep: Class 50 contains 5515 members 
Mstep: Class 51 contains 29590 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9580 members 
Mstep: Class 55 contains 34764 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752464.000000 Penalty: 197614.015625
Iteration 112Q: 58 clusters Score -1.337525e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 51015 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 29772 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 2979 members 
Mstep: Class 8 contains 22880 members 
Mstep: Class 9 contains 188961 members 
Mstep: Class 10 contains 28128 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 17718 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176444 members 
Mstep: Class 18 contains 7146 members 
Mstep: Class 19 contains 52225 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 10977 members 
Mstep: Class 22 contains 6629 members 
Mstep: Class 23 contains 8142 members 
Mstep: Class 24 contains 11363 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 80484 members 
Mstep: Class 27 contains 101688 members 
Mstep: Class 28 contains 16175 members 
Mstep: Class 29 contains 46205 members 
Mstep: Class 30 contains 4084 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8629 members 
Mstep: Class 34 contains 36921 members 
Mstep: Class 35 contains 4105 members 
Mstep: Class 36 contains 12238 members 
Mstep: Class 37 contains 12532 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4060 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16714 members 
Mstep: Class 42 contains 19737 members 
Mstep: Class 43 contains 2623 members 
Mstep: Class 44 contains 519 members 
Mstep: Class 45 contains 1157 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6213 members 
Mstep: Class 48 contains 16586 members 
Mstep: Class 49 contains 7740 members 
Mstep: Class 50 contains 5515 members 
Mstep: Class 51 contains 29683 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9582 members 
Mstep: Class 55 contains 34638 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752624.000000 Penalty: 197614.015625
Iteration 113Q: 58 clusters Score -1.337526e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 50946 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 29785 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22881 members 
Mstep: Class 9 contains 189054 members 
Mstep: Class 10 contains 28087 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 17716 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176435 members 
Mstep: Class 18 contains 7160 members 
Mstep: Class 19 contains 52224 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 10984 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 8141 members 
Mstep: Class 24 contains 11359 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 80374 members 
Mstep: Class 27 contains 101680 members 
Mstep: Class 28 contains 16175 members 
Mstep: Class 29 contains 46099 members 
Mstep: Class 30 contains 4086 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8630 members 
Mstep: Class 34 contains 36922 members 
Mstep: Class 35 contains 4103 members 
Mstep: Class 36 contains 12249 members 
Mstep: Class 37 contains 12532 members 
Mstep: Class 38 contains 10783 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16720 members 
Mstep: Class 42 contains 19933 members 
Mstep: Class 43 contains 2622 members 
Mstep: Class 44 contains 520 members 
Mstep: Class 45 contains 1155 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6214 members 
Mstep: Class 48 contains 16609 members 
Mstep: Class 49 contains 7741 members 
Mstep: Class 50 contains 5515 members 
Mstep: Class 51 contains 29780 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9584 members 
Mstep: Class 55 contains 34514 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752672.000000 Penalty: 197614.015625
Iteration 114Q: 58 clusters Score -1.337527e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 50904 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 29814 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22880 members 
Mstep: Class 9 contains 189154 members 
Mstep: Class 10 contains 28045 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 17700 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176429 members 
Mstep: Class 18 contains 7169 members 
Mstep: Class 19 contains 52221 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 10989 members 
Mstep: Class 22 contains 6625 members 
Mstep: Class 23 contains 8140 members 
Mstep: Class 24 contains 11352 members 
Mstep: Class 25 contains 5012 members 
Mstep: Class 26 contains 80261 members 
Mstep: Class 27 contains 101676 members 
Mstep: Class 28 contains 16175 members 
Mstep: Class 29 contains 46007 members 
Mstep: Class 30 contains 4090 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8636 members 
Mstep: Class 34 contains 36915 members 
Mstep: Class 35 contains 4100 members 
Mstep: Class 36 contains 12261 members 
Mstep: Class 37 contains 12534 members 
Mstep: Class 38 contains 10785 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16727 members 
Mstep: Class 42 contains 20119 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6215 members 
Mstep: Class 48 contains 16621 members 
Mstep: Class 49 contains 7746 members 
Mstep: Class 50 contains 5515 members 
Mstep: Class 51 contains 29850 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9589 members 
Mstep: Class 55 contains 34404 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133752832.000000 Penalty: 197614.015625
Iteration 115Q: 58 clusters Score -1.337528e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 50848 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 29831 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189234 members 
Mstep: Class 10 contains 28015 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 17701 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176427 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 52219 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 10999 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 8140 members 
Mstep: Class 24 contains 11353 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 80185 members 
Mstep: Class 27 contains 101650 members 
Mstep: Class 28 contains 16173 members 
Mstep: Class 29 contains 45924 members 
Mstep: Class 30 contains 4094 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8637 members 
Mstep: Class 34 contains 36917 members 
Mstep: Class 35 contains 4092 members 
Mstep: Class 36 contains 12267 members 
Mstep: Class 37 contains 12536 members 
Mstep: Class 38 contains 10788 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16732 members 
Mstep: Class 42 contains 20273 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1148 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6216 members 
Mstep: Class 48 contains 16635 members 
Mstep: Class 49 contains 7751 members 
Mstep: Class 50 contains 5516 members 
Mstep: Class 51 contains 29920 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9592 members 
Mstep: Class 55 contains 34291 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753160.000000 Penalty: 197614.015625
Iteration 116Q: 58 clusters Score -1.337532e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50822 members 
Mstep: Class 3 contains 11285 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 29849 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22876 members 
Mstep: Class 9 contains 189307 members 
Mstep: Class 10 contains 27977 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 17698 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176429 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 52215 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 11010 members 
Mstep: Class 22 contains 6627 members 
Mstep: Class 23 contains 8139 members 
Mstep: Class 24 contains 11349 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 80121 members 
Mstep: Class 27 contains 101626 members 
Mstep: Class 28 contains 16172 members 
Mstep: Class 29 contains 45856 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8639 members 
Mstep: Class 34 contains 36918 members 
Mstep: Class 35 contains 4086 members 
Mstep: Class 36 contains 12269 members 
Mstep: Class 37 contains 12542 members 
Mstep: Class 38 contains 10791 members 
Mstep: Class 39 contains 4060 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16741 members 
Mstep: Class 42 contains 20401 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1146 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6218 members 
Mstep: Class 48 contains 16634 members 
Mstep: Class 49 contains 7757 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 29982 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9597 members 
Mstep: Class 55 contains 34184 members 
Mstep: Class 56 contains 4246 members 
Mstep: Class 57 contains 10703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753016.000000 Penalty: 197614.015625
Iteration 117Q: 58 clusters Score -1.33753e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 50801 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 29875 members 
Mstep: Class 6 contains 2244 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22877 members 
Mstep: Class 9 contains 189385 members 
Mstep: Class 10 contains 27941 members 
Mstep: Class 11 contains 9447 members 
Mstep: Class 12 contains 17691 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176428 members 
Mstep: Class 18 contains 7199 members 
Mstep: Class 19 contains 52213 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11015 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 8138 members 
Mstep: Class 24 contains 11352 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 80055 members 
Mstep: Class 27 contains 101607 members 
Mstep: Class 28 contains 16171 members 
Mstep: Class 29 contains 45779 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36918 members 
Mstep: Class 35 contains 4080 members 
Mstep: Class 36 contains 12275 members 
Mstep: Class 37 contains 12546 members 
Mstep: Class 38 contains 10793 members 
Mstep: Class 39 contains 4060 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20519 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1143 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6217 members 
Mstep: Class 48 contains 16634 members 
Mstep: Class 49 contains 7760 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30052 members 
Mstep: Class 52 contains 4171 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 34083 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753104.000000 Penalty: 197614.015625
Iteration 118Q: 58 clusters Score -1.337531e+08 nChanged 630
Entering ConstructFrom: 
Score: -133753104.000000 Penalty: 197614.015625
Entering ConstructFrom: 
Trying to split cluster 1 (14940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Entering Unmasked Estep 
Score: -1715172.875000 Penalty: 2383.725830
	Iteration 0F: 2 clusters Score -1715173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1704378.875000 Penalty: 4767.451660
	Iteration 0F: 3 clusters Score -1704379 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1708059.125000 Penalty: 4767.451660
	Iteration 1F: 3 clusters Score -1708059 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1708671.000000 Penalty: 4767.451660
	Iteration 2F: 3 clusters Score -1708671 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1709305.125000 Penalty: 4767.451660
	Iteration 3F: 3 clusters Score -1709305 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1709953.625000 Penalty: 4767.451660
	Iteration 4F: 3 clusters Score -1709954 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1710621.250000 Penalty: 4767.451660
	Iteration 5F: 3 clusters Score -1710621 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1711255.125000 Penalty: 4767.451660
	Iteration 6F: 3 clusters Score -1711255 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1711787.000000 Penalty: 4767.451660
	Iteration 7F: 3 clusters Score -1711787 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1712237.375000 Penalty: 4767.451660
	Iteration 8Q: 3 clusters Score -1712237 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1712603.125000 Penalty: 4767.451660
	Iteration 9Q: 3 clusters Score -1712603 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1712875.125000 Penalty: 4767.451660
	Iteration 10Q: 3 clusters Score -1712875 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1713063.500000 Penalty: 4767.451660
	Iteration 11Q: 3 clusters Score -1713064 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1713211.750000 Penalty: 4767.451660
	Iteration 12Q: 3 clusters Score -1713212 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1713326.625000 Penalty: 4767.451660
	Iteration 13Q: 3 clusters Score -1713327 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1713383.125000 Penalty: 4767.451660
	Iteration 14Q: 3 clusters Score -1713383 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1713417.750000 Penalty: 4767.451660
	Iteration 15Q: 3 clusters Score -1713418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1713446.000000 Penalty: 4767.451660
	Iteration 16Q: 3 clusters Score -1713446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1713469.625000 Penalty: 4767.451660
	Iteration 17Q: 3 clusters Score -1713470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1713486.375000 Penalty: 4767.451660
	Iteration 18Q: 3 clusters Score -1713486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1713498.750000 Penalty: 4767.451660
	Iteration 19Q: 3 clusters Score -1713499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1713511.125000 Penalty: 4767.451660
	Iteration 20F: 3 clusters Score -1713511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1713525.000000 Penalty: 4767.451660
	Iteration 21Q: 3 clusters Score -1713525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1713535.625000 Penalty: 4767.451660
	Iteration 22Q: 3 clusters Score -1713536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1713545.000000 Penalty: 4767.451660
	Iteration 23Q: 3 clusters Score -1713545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1713547.625000 Penalty: 4767.451660
	Iteration 24Q: 3 clusters Score -1713548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1713550.750000 Penalty: 4767.451660
	Iteration 25Q: 3 clusters Score -1713551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1713553.500000 Penalty: 4767.451660
	Iteration 26Q: 3 clusters Score -1713554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1713557.500000 Penalty: 4767.451660
	Iteration 27Q: 3 clusters Score -1713558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1713555.500000 Penalty: 4767.451660
	Iteration 28Q: 3 clusters Score -1713556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1713559.125000 Penalty: 4767.451660
	Iteration 29Q: 3 clusters Score -1713559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1713559.125000 Penalty: 4767.451660
	Iteration 30F: 3 clusters Score -1713559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Entering Unmasked Estep 
Score: -5443599.500000 Penalty: 2687.173096
	Iteration 0F: 2 clusters Score -5443600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -5409309.500000 Penalty: 5374.346191
	Iteration 0F: 3 clusters Score -5409310 nChanged 23510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -5422800.000000 Penalty: 5374.346191
	Iteration 1F: 3 clusters Score -5422800 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -5423798.500000 Penalty: 5374.346191
	Iteration 2Q: 3 clusters Score -5423798 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5424808.500000 Penalty: 5374.346191
	Iteration 3Q: 3 clusters Score -5424808 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5425997.000000 Penalty: 5374.346191
	Iteration 4F: 3 clusters Score -5425997 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -5427345.500000 Penalty: 5374.346191
	Iteration 5F: 3 clusters Score -5427346 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -5428794.500000 Penalty: 5374.346191
	Iteration 6F: 3 clusters Score -5428794 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -5430383.000000 Penalty: 5374.346191
	Iteration 7F: 3 clusters Score -5430383 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -5432237.500000 Penalty: 5374.346191
	Iteration 8F: 3 clusters Score -5432238 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -5434071.000000 Penalty: 5374.346191
	Iteration 9Q: 3 clusters Score -5434071 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -5435758.500000 Penalty: 5374.346191
	Iteration 10Q: 3 clusters Score -5435758 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -5437230.000000 Penalty: 5374.346191
	Iteration 11Q: 3 clusters Score -5437230 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5438337.500000 Penalty: 5374.346191
	Iteration 12Q: 3 clusters Score -5438338 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5439181.000000 Penalty: 5374.346191
	Iteration 13Q: 3 clusters Score -5439181 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -5439825.500000 Penalty: 5374.346191
	Iteration 14Q: 3 clusters Score -5439826 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -5440333.000000 Penalty: 5374.346191
	Iteration 15Q: 3 clusters Score -5440333 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -5440697.000000 Penalty: 5374.346191
	Iteration 16Q: 3 clusters Score -5440697 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -5441015.000000 Penalty: 5374.346191
	Iteration 17Q: 3 clusters Score -5441015 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -5441271.000000 Penalty: 5374.346191
	Iteration 18Q: 3 clusters Score -5441271 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -5441439.500000 Penalty: 5374.346191
	Iteration 19Q: 3 clusters Score -5441440 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -5441556.000000 Penalty: 5374.346191
	Iteration 20F: 3 clusters Score -5441556 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -5441671.000000 Penalty: 5374.346191
	Iteration 21Q: 3 clusters Score -5441671 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -5441736.500000 Penalty: 5374.346191
	Iteration 22Q: 3 clusters Score -5441736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -5441798.000000 Penalty: 5374.346191
	Iteration 23Q: 3 clusters Score -5441798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -5441827.500000 Penalty: 5374.346191
	Iteration 24Q: 3 clusters Score -5441828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -5441857.000000 Penalty: 5374.346191
	Iteration 25Q: 3 clusters Score -5441857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -5441877.500000 Penalty: 5374.346191
	Iteration 26Q: 3 clusters Score -5441878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -5441883.500000 Penalty: 5374.346191
	Iteration 27Q: 3 clusters Score -5441884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -5441892.000000 Penalty: 5374.346191
	Iteration 28Q: 3 clusters Score -5441892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -5441902.000000 Penalty: 5374.346191
	Iteration 29Q: 3 clusters Score -5441902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -5441928.000000 Penalty: 5374.346191
	Iteration 30Q: 3 clusters Score -5441928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -5441942.000000 Penalty: 5374.346191
	Iteration 31Q: 3 clusters Score -5441942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -5441951.500000 Penalty: 5374.346191
	Iteration 32Q: 3 clusters Score -5441952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -5441940.000000 Penalty: 5374.346191
	Iteration 33Q: 3 clusters Score -5441940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -5441955.500000 Penalty: 5374.346191
	Iteration 34Q: 3 clusters Score -5441956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -5441952.000000 Penalty: 5374.346191
	Iteration 35Q: 3 clusters Score -5441952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -5441958.500000 Penalty: 5374.346191
	Iteration 36Q: 3 clusters Score -5441958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -5441966.500000 Penalty: 5374.346191
	Iteration 37Q: 3 clusters Score -5441966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -5441971.500000 Penalty: 5374.346191
	Iteration 38Q: 3 clusters Score -5441972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -5441975.500000 Penalty: 5374.346191
	Iteration 39Q: 3 clusters Score -5441976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -5441972.000000 Penalty: 5374.346191
	Iteration 40F: 3 clusters Score -5441972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -5441972.500000 Penalty: 5374.346191
	Iteration 41Q: 3 clusters Score -5441972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -5441969.000000 Penalty: 5374.346191
	Iteration 42Q: 3 clusters Score -5441969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -5441972.000000 Penalty: 5374.346191
	Iteration 43Q: 3 clusters Score -5441972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -5441970.000000 Penalty: 5374.346191
	Iteration 44Q: 3 clusters Score -5441970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -5441968.500000 Penalty: 5374.346191
	Iteration 45Q: 3 clusters Score -5441968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -5441967.000000 Penalty: 5374.346191
	Iteration 46Q: 3 clusters Score -5441967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -5441969.000000 Penalty: 5374.346191
	Iteration 47Q: 3 clusters Score -5441969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -5441971.500000 Penalty: 5374.346191
	Iteration 48Q: 3 clusters Score -5441972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -5441971.500000 Penalty: 5374.346191
	Iteration 49F: 3 clusters Score -5441972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Entering Unmasked Estep 
Score: -1267402.875000 Penalty: 2314.079102
	Iteration 0F: 2 clusters Score -1267403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1258890.125000 Penalty: 4628.158203
	Iteration 0F: 3 clusters Score -1258890 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1261647.875000 Penalty: 4628.158203
	Iteration 1F: 3 clusters Score -1261648 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1262248.250000 Penalty: 4628.158203
	Iteration 2F: 3 clusters Score -1262248 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1262962.125000 Penalty: 4628.158203
	Iteration 3F: 3 clusters Score -1262962 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1263814.375000 Penalty: 4628.158203
	Iteration 4F: 3 clusters Score -1263814 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1264635.875000 Penalty: 4628.158203
	Iteration 5F: 3 clusters Score -1264636 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1265205.250000 Penalty: 4628.158203
	Iteration 6F: 3 clusters Score -1265205 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1265611.125000 Penalty: 4628.158203
	Iteration 7Q: 3 clusters Score -1265611 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1265930.625000 Penalty: 4628.158203
	Iteration 8Q: 3 clusters Score -1265931 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1266148.250000 Penalty: 4628.158203
	Iteration 9Q: 3 clusters Score -1266148 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1266365.375000 Penalty: 4628.158203
	Iteration 10Q: 3 clusters Score -1266365 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1266607.625000 Penalty: 4628.158203
	Iteration 11Q: 3 clusters Score -1266608 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1266840.625000 Penalty: 4628.158203
	Iteration 12Q: 3 clusters Score -1266841 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1267021.875000 Penalty: 4628.158203
	Iteration 13Q: 3 clusters Score -1267022 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1267148.500000 Penalty: 4628.158203
	Iteration 14Q: 3 clusters Score -1267148 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1267216.375000 Penalty: 4628.158203
	Iteration 15Q: 3 clusters Score -1267216 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1267258.125000 Penalty: 4628.158203
	Iteration 16Q: 3 clusters Score -1267258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1267293.250000 Penalty: 4628.158203
	Iteration 17Q: 3 clusters Score -1267293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1267319.625000 Penalty: 4628.158203
	Iteration 18Q: 3 clusters Score -1267320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1267349.875000 Penalty: 4628.158203
	Iteration 19Q: 3 clusters Score -1267350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1267391.875000 Penalty: 4628.158203
	Iteration 20F: 3 clusters Score -1267392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1267467.875000 Penalty: 4628.158203
	Iteration 21Q: 3 clusters Score -1267468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1267561.750000 Penalty: 4628.158203
	Iteration 22Q: 3 clusters Score -1267562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1267620.000000 Penalty: 4628.158203
	Iteration 23Q: 3 clusters Score -1267620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1267653.625000 Penalty: 4628.158203
	Iteration 24Q: 3 clusters Score -1267654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1267673.875000 Penalty: 4628.158203
	Iteration 25Q: 3 clusters Score -1267674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1267695.625000 Penalty: 4628.158203
	Iteration 26Q: 3 clusters Score -1267696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1267698.000000 Penalty: 4628.158203
	Iteration 27Q: 3 clusters Score -1267698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1267706.625000 Penalty: 4628.158203
	Iteration 28Q: 3 clusters Score -1267707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1267711.375000 Penalty: 4628.158203
	Iteration 29Q: 3 clusters Score -1267711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1267712.125000 Penalty: 4628.158203
	Iteration 30Q: 3 clusters Score -1267712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1267710.750000 Penalty: 4628.158203
	Iteration 31Q: 3 clusters Score -1267711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1267712.125000 Penalty: 4628.158203
	Iteration 32Q: 3 clusters Score -1267712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1267716.750000 Penalty: 4628.158203
	Iteration 33Q: 3 clusters Score -1267717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1267717.250000 Penalty: 4628.158203
	Iteration 34Q: 3 clusters Score -1267717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1267716.875000 Penalty: 4628.158203
	Iteration 35Q: 3 clusters Score -1267717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1267717.250000 Penalty: 4628.158203
	Iteration 36Q: 3 clusters Score -1267717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1267717.250000 Penalty: 4628.158203
	Iteration 37F: 3 clusters Score -1267717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 2613 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 29901 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 8138 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 16170 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 8669 members 
Entering Unmasked Estep 
Score: -133752304.000000 Penalty: 201080.937500
Splitting cluster 3 changes total score from -133753104.000000 to -133752304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -326858.250000 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -326858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -324148.812500 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -324148.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -325262.875000 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -325262.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -325789.187500 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -325789.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -326127.375000 Penalty: 3838.073975
	Iteration 3F: 3 clusters Score -326127.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -326404.781250 Penalty: 3838.073975
	Iteration 4F: 3 clusters Score -326404.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -326600.781250 Penalty: 3838.073975
	Iteration 5F: 3 clusters Score -326600.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -326695.718750 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -326695.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -326778.468750 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -326778.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -326860.375000 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -326860.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -326954.437500 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -326954.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -327048.968750 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -327049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -327103.312500 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -327103.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -327136.906250 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -327136.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -327177.625000 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -327177.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -327197.437500 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -327197.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -327204.531250 Penalty: 3838.073975
	Iteration 15Q: 3 clusters Score -327204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -327211.687500 Penalty: 3838.073975
	Iteration 16Q: 3 clusters Score -327211.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -327217.000000 Penalty: 3838.073975
	Iteration 17Q: 3 clusters Score -327217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -327220.156250 Penalty: 3838.073975
	Iteration 18Q: 3 clusters Score -327220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -327222.031250 Penalty: 3838.073975
	Iteration 19Q: 3 clusters Score -327222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -327222.031250 Penalty: 3838.073975
	Iteration 20F: 3 clusters Score -327222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 748 members 
Mstep: Class 5 contains 29901 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 8138 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 16170 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 1546 members 
Entering Unmasked Estep 
Score: -133751824.000000 Penalty: 201080.937500
Splitting cluster 4 changes total score from -133753104.000000 to -133751824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Entering Unmasked Estep 
Score: -3483989.750000 Penalty: 2555.800537
	Iteration 0F: 2 clusters Score -3483990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3463525.250000 Penalty: 5111.601074
	Iteration 0F: 3 clusters Score -3463525 nChanged 13502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3471175.750000 Penalty: 5111.601074
	Iteration 1F: 3 clusters Score -3471176 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3472072.750000 Penalty: 5111.601074
	Iteration 2F: 3 clusters Score -3472073 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3473169.750000 Penalty: 5111.601074
	Iteration 3F: 3 clusters Score -3473170 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3474588.250000 Penalty: 5111.601074
	Iteration 4F: 3 clusters Score -3474588 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3476217.000000 Penalty: 5111.601074
	Iteration 5F: 3 clusters Score -3476217 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3477855.500000 Penalty: 5111.601074
	Iteration 6F: 3 clusters Score -3477856 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3479296.000000 Penalty: 5111.601074
	Iteration 7F: 3 clusters Score -3479296 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3480387.250000 Penalty: 5111.601074
	Iteration 8Q: 3 clusters Score -3480387 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3481093.750000 Penalty: 5111.601074
	Iteration 9Q: 3 clusters Score -3481094 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3481662.750000 Penalty: 5111.601074
	Iteration 10Q: 3 clusters Score -3481663 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3482170.250000 Penalty: 5111.601074
	Iteration 11Q: 3 clusters Score -3482170 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3482633.500000 Penalty: 5111.601074
	Iteration 12Q: 3 clusters Score -3482634 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3483084.500000 Penalty: 5111.601074
	Iteration 13Q: 3 clusters Score -3483084 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3483456.250000 Penalty: 5111.601074
	Iteration 14Q: 3 clusters Score -3483456 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3483788.750000 Penalty: 5111.601074
	Iteration 15Q: 3 clusters Score -3483789 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3484018.500000 Penalty: 5111.601074
	Iteration 16Q: 3 clusters Score -3484018 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3484197.000000 Penalty: 5111.601074
	Iteration 17Q: 3 clusters Score -3484197 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3484362.500000 Penalty: 5111.601074
	Iteration 18Q: 3 clusters Score -3484362 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3484505.750000 Penalty: 5111.601074
	Iteration 19Q: 3 clusters Score -3484506 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3484626.250000 Penalty: 5111.601074
	Iteration 20F: 3 clusters Score -3484626 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3484775.500000 Penalty: 5111.601074
	Iteration 21Q: 3 clusters Score -3484776 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3484925.250000 Penalty: 5111.601074
	Iteration 22Q: 3 clusters Score -3484925 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3485087.750000 Penalty: 5111.601074
	Iteration 23Q: 3 clusters Score -3485088 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3485301.500000 Penalty: 5111.601074
	Iteration 24Q: 3 clusters Score -3485302 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -3485499.250000 Penalty: 5111.601074
	Iteration 25Q: 3 clusters Score -3485499 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3485653.500000 Penalty: 5111.601074
	Iteration 26Q: 3 clusters Score -3485654 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3485799.750000 Penalty: 5111.601074
	Iteration 27Q: 3 clusters Score -3485800 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3485862.750000 Penalty: 5111.601074
	Iteration 28Q: 3 clusters Score -3485863 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3485912.500000 Penalty: 5111.601074
	Iteration 29Q: 3 clusters Score -3485912 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3485971.500000 Penalty: 5111.601074
	Iteration 30Q: 3 clusters Score -3485972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3486005.250000 Penalty: 5111.601074
	Iteration 31Q: 3 clusters Score -3486005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3486020.500000 Penalty: 5111.601074
	Iteration 32Q: 3 clusters Score -3486020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3486025.250000 Penalty: 5111.601074
	Iteration 33Q: 3 clusters Score -3486025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3486021.000000 Penalty: 5111.601074
	Iteration 34Q: 3 clusters Score -3486021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3486018.250000 Penalty: 5111.601074
	Iteration 35Q: 3 clusters Score -3486018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3486017.000000 Penalty: 5111.601074
	Iteration 36Q: 3 clusters Score -3486017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3486023.750000 Penalty: 5111.601074
	Iteration 37Q: 3 clusters Score -3486024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3486027.000000 Penalty: 5111.601074
	Iteration 38Q: 3 clusters Score -3486027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3486027.250000 Penalty: 5111.601074
	Iteration 39Q: 3 clusters Score -3486027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3486077.500000 Penalty: 5111.601074
	Iteration 40F: 3 clusters Score -3486078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3486086.750000 Penalty: 5111.601074
	Iteration 41Q: 3 clusters Score -3486087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3486091.500000 Penalty: 5111.601074
	Iteration 42Q: 3 clusters Score -3486092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3486096.000000 Penalty: 5111.601074
	Iteration 43Q: 3 clusters Score -3486096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3486108.000000 Penalty: 5111.601074
	Iteration 44Q: 3 clusters Score -3486108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3486106.250000 Penalty: 5111.601074
	Iteration 45Q: 3 clusters Score -3486106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3486113.000000 Penalty: 5111.601074
	Iteration 46Q: 3 clusters Score -3486113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3486111.750000 Penalty: 5111.601074
	Iteration 47Q: 3 clusters Score -3486112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3486116.750000 Penalty: 5111.601074
	Iteration 48Q: 3 clusters Score -3486117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3486118.500000 Penalty: 5111.601074
	Iteration 49Q: 3 clusters Score -3486118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3486125.750000 Penalty: 5111.601074
	Iteration 50Q: 3 clusters Score -3486126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3486120.000000 Penalty: 5111.601074
	Iteration 51Q: 3 clusters Score -3486120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3486123.750000 Penalty: 5111.601074
	Iteration 52Q: 3 clusters Score -3486124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3486112.500000 Penalty: 5111.601074
	Iteration 53Q: 3 clusters Score -3486112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3486115.000000 Penalty: 5111.601074
	Iteration 54Q: 3 clusters Score -3486115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3486117.500000 Penalty: 5111.601074
	Iteration 55Q: 3 clusters Score -3486118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3486118.000000 Penalty: 5111.601074
	Iteration 56Q: 3 clusters Score -3486118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3486118.000000 Penalty: 5111.601074
	Iteration 57F: 3 clusters Score -3486118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 8138 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 16170 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Entering Unmasked Estep 
Score: -133754192.000000 Penalty: 201080.937500
Splitting cluster 5 changes total score from -133753104.000000 to -133754192.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 6 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -262667.375000 Penalty: 1913.792725
	Iteration 0F: 2 clusters Score -262667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -259888.562500 Penalty: 3827.585449
	Iteration 0F: 3 clusters Score -259888.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -260371.687500 Penalty: 3827.585449
	Iteration 1F: 3 clusters Score -260371.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -260516.187500 Penalty: 3827.585449
	Iteration 2F: 3 clusters Score -260516.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -260598.812500 Penalty: 3827.585449
	Iteration 3Q: 3 clusters Score -260598.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -260644.359375 Penalty: 3827.585449
	Iteration 4Q: 3 clusters Score -260644.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -260680.593750 Penalty: 3827.585449
	Iteration 5Q: 3 clusters Score -260680.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -260706.093750 Penalty: 3827.585449
	Iteration 6Q: 3 clusters Score -260706.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -260725.515625 Penalty: 3827.585449
	Iteration 7Q: 3 clusters Score -260725.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -260749.359375 Penalty: 3827.585449
	Iteration 8Q: 3 clusters Score -260749.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -260780.406250 Penalty: 3827.585449
	Iteration 9Q: 3 clusters Score -260780.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -260805.468750 Penalty: 3827.585449
	Iteration 10Q: 3 clusters Score -260805.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -260832.281250 Penalty: 3827.585449
	Iteration 11Q: 3 clusters Score -260832.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -260864.312500 Penalty: 3827.585449
	Iteration 12Q: 3 clusters Score -260864.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -260884.218750 Penalty: 3827.585449
	Iteration 13Q: 3 clusters Score -260884.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -260901.343750 Penalty: 3827.585449
	Iteration 14Q: 3 clusters Score -260901.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -260911.328125 Penalty: 3827.585449
	Iteration 15Q: 3 clusters Score -260911.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -260926.125000 Penalty: 3827.585449
	Iteration 16Q: 3 clusters Score -260926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -260941.812500 Penalty: 3827.585449
	Iteration 17Q: 3 clusters Score -260941.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -260956.453125 Penalty: 3827.585449
	Iteration 18Q: 3 clusters Score -260956.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -260971.093750 Penalty: 3827.585449
	Iteration 19Q: 3 clusters Score -260971.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -260978.015625 Penalty: 3827.585449
	Iteration 20F: 3 clusters Score -260978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -260984.796875 Penalty: 3827.585449
	Iteration 21Q: 3 clusters Score -260984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -260988.375000 Penalty: 3827.585449
	Iteration 22Q: 3 clusters Score -260988.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -260994.390625 Penalty: 3827.585449
	Iteration 23Q: 3 clusters Score -260994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -261000.109375 Penalty: 3827.585449
	Iteration 24Q: 3 clusters Score -261000.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -261005.343750 Penalty: 3827.585449
	Iteration 25Q: 3 clusters Score -261005.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -261008.375000 Penalty: 3827.585449
	Iteration 26Q: 3 clusters Score -261008.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -261014.828125 Penalty: 3827.585449
	Iteration 27Q: 3 clusters Score -261014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -261022.593750 Penalty: 3827.585449
	Iteration 28Q: 3 clusters Score -261022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -261025.765625 Penalty: 3827.585449
	Iteration 29Q: 3 clusters Score -261025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -261026.890625 Penalty: 3827.585449
	Iteration 30Q: 3 clusters Score -261026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -261027.828125 Penalty: 3827.585449
	Iteration 31Q: 3 clusters Score -261027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -261028.671875 Penalty: 3827.585449
	Iteration 32Q: 3 clusters Score -261028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -261030.531250 Penalty: 3827.585449
	Iteration 33Q: 3 clusters Score -261030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -261030.656250 Penalty: 3827.585449
	Iteration 34Q: 3 clusters Score -261030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -261031.953125 Penalty: 3827.585449
	Iteration 35Q: 3 clusters Score -261032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -261032.875000 Penalty: 3827.585449
	Iteration 36Q: 3 clusters Score -261032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -261032.875000 Penalty: 3827.585449
	Iteration 37F: 3 clusters Score -261032.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -344985.718750 Penalty: 1983.753784
	Iteration 0F: 2 clusters Score -344985.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -341758.937500 Penalty: 3967.507568
	Iteration 0F: 3 clusters Score -341758.9 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -342420.375000 Penalty: 3967.507568
	Iteration 1F: 3 clusters Score -342420.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -342633.312500 Penalty: 3967.507568
	Iteration 2F: 3 clusters Score -342633.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -342777.312500 Penalty: 3967.507568
	Iteration 3F: 3 clusters Score -342777.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -342923.375000 Penalty: 3967.507568
	Iteration 4Q: 3 clusters Score -342923.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -343060.406250 Penalty: 3967.507568
	Iteration 5Q: 3 clusters Score -343060.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -343178.531250 Penalty: 3967.507568
	Iteration 6Q: 3 clusters Score -343178.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -343260.531250 Penalty: 3967.507568
	Iteration 7Q: 3 clusters Score -343260.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -343312.531250 Penalty: 3967.507568
	Iteration 8Q: 3 clusters Score -343312.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -343353.625000 Penalty: 3967.507568
	Iteration 9Q: 3 clusters Score -343353.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -343383.343750 Penalty: 3967.507568
	Iteration 10Q: 3 clusters Score -343383.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -343415.781250 Penalty: 3967.507568
	Iteration 11Q: 3 clusters Score -343415.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -343459.562500 Penalty: 3967.507568
	Iteration 12Q: 3 clusters Score -343459.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -343490.843750 Penalty: 3967.507568
	Iteration 13Q: 3 clusters Score -343490.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -343513.562500 Penalty: 3967.507568
	Iteration 14Q: 3 clusters Score -343513.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -343536.250000 Penalty: 3967.507568
	Iteration 15Q: 3 clusters Score -343536.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -343556.031250 Penalty: 3967.507568
	Iteration 16Q: 3 clusters Score -343556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -343575.218750 Penalty: 3967.507568
	Iteration 17Q: 3 clusters Score -343575.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -343594.875000 Penalty: 3967.507568
	Iteration 18Q: 3 clusters Score -343594.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -343608.218750 Penalty: 3967.507568
	Iteration 19Q: 3 clusters Score -343608.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -343616.343750 Penalty: 3967.507568
	Iteration 20F: 3 clusters Score -343616.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -343622.000000 Penalty: 3967.507568
	Iteration 21Q: 3 clusters Score -343622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -343624.812500 Penalty: 3967.507568
	Iteration 22Q: 3 clusters Score -343624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -343626.937500 Penalty: 3967.507568
	Iteration 23Q: 3 clusters Score -343626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -343627.968750 Penalty: 3967.507568
	Iteration 24Q: 3 clusters Score -343628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -343628.656250 Penalty: 3967.507568
	Iteration 25Q: 3 clusters Score -343628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -343629.375000 Penalty: 3967.507568
	Iteration 26Q: 3 clusters Score -343629.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -343629.375000 Penalty: 3967.507568
	Iteration 27F: 3 clusters Score -343629.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Entering Unmasked Estep 
Score: -2699294.000000 Penalty: 2489.406982
	Iteration 0F: 2 clusters Score -2699294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2683449.500000 Penalty: 4978.813965
	Iteration 0F: 3 clusters Score -2683450 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2688779.500000 Penalty: 4978.813965
	Iteration 1F: 3 clusters Score -2688780 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2689264.750000 Penalty: 4978.813965
	Iteration 2F: 3 clusters Score -2689265 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2689717.500000 Penalty: 4978.813965
	Iteration 3Q: 3 clusters Score -2689718 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2690162.000000 Penalty: 4978.813965
	Iteration 4Q: 3 clusters Score -2690162 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2690599.750000 Penalty: 4978.813965
	Iteration 5Q: 3 clusters Score -2690600 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2690954.500000 Penalty: 4978.813965
	Iteration 6Q: 3 clusters Score -2690954 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2691245.000000 Penalty: 4978.813965
	Iteration 7Q: 3 clusters Score -2691245 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2691492.750000 Penalty: 4978.813965
	Iteration 8Q: 3 clusters Score -2691493 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2691682.250000 Penalty: 4978.813965
	Iteration 9Q: 3 clusters Score -2691682 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2691873.500000 Penalty: 4978.813965
	Iteration 10Q: 3 clusters Score -2691874 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2692039.750000 Penalty: 4978.813965
	Iteration 11Q: 3 clusters Score -2692040 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2692237.500000 Penalty: 4978.813965
	Iteration 12Q: 3 clusters Score -2692238 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2692451.000000 Penalty: 4978.813965
	Iteration 13Q: 3 clusters Score -2692451 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2692670.000000 Penalty: 4978.813965
	Iteration 14Q: 3 clusters Score -2692670 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2692915.250000 Penalty: 4978.813965
	Iteration 15Q: 3 clusters Score -2692915 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2693210.250000 Penalty: 4978.813965
	Iteration 16Q: 3 clusters Score -2693210 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2693635.000000 Penalty: 4978.813965
	Iteration 17Q: 3 clusters Score -2693635 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2694114.500000 Penalty: 4978.813965
	Iteration 18Q: 3 clusters Score -2694114 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2694637.000000 Penalty: 4978.813965
	Iteration 19Q: 3 clusters Score -2694637 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2695234.000000 Penalty: 4978.813965
	Iteration 20F: 3 clusters Score -2695234 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2695793.500000 Penalty: 4978.813965
	Iteration 21Q: 3 clusters Score -2695794 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2696325.250000 Penalty: 4978.813965
	Iteration 22Q: 3 clusters Score -2696325 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2696793.750000 Penalty: 4978.813965
	Iteration 23Q: 3 clusters Score -2696794 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2697158.750000 Penalty: 4978.813965
	Iteration 24Q: 3 clusters Score -2697159 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2697426.000000 Penalty: 4978.813965
	Iteration 25Q: 3 clusters Score -2697426 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2697662.750000 Penalty: 4978.813965
	Iteration 26Q: 3 clusters Score -2697663 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2697810.250000 Penalty: 4978.813965
	Iteration 27Q: 3 clusters Score -2697810 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2697887.000000 Penalty: 4978.813965
	Iteration 28Q: 3 clusters Score -2697887 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2697939.500000 Penalty: 4978.813965
	Iteration 29Q: 3 clusters Score -2697940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2697992.000000 Penalty: 4978.813965
	Iteration 30Q: 3 clusters Score -2697992 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2698022.750000 Penalty: 4978.813965
	Iteration 31Q: 3 clusters Score -2698023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2698052.000000 Penalty: 4978.813965
	Iteration 32Q: 3 clusters Score -2698052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2698062.500000 Penalty: 4978.813965
	Iteration 33Q: 3 clusters Score -2698062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2698073.750000 Penalty: 4978.813965
	Iteration 34Q: 3 clusters Score -2698074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2698079.000000 Penalty: 4978.813965
	Iteration 35Q: 3 clusters Score -2698079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2698086.000000 Penalty: 4978.813965
	Iteration 36Q: 3 clusters Score -2698086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2698093.250000 Penalty: 4978.813965
	Iteration 37Q: 3 clusters Score -2698093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2698093.250000 Penalty: 4978.813965
	Iteration 38Q: 3 clusters Score -2698093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2698096.000000 Penalty: 4978.813965
	Iteration 39Q: 3 clusters Score -2698096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2698100.000000 Penalty: 4978.813965
	Iteration 40F: 3 clusters Score -2698100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2698100.000000 Penalty: 4978.813965
	Iteration 41Q: 3 clusters Score -2698100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2698100.250000 Penalty: 4978.813965
	Iteration 42Q: 3 clusters Score -2698100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2698099.750000 Penalty: 4978.813965
	Iteration 43Q: 3 clusters Score -2698100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2698099.750000 Penalty: 4978.813965
	Iteration 44Q: 3 clusters Score -2698100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2698099.750000 Penalty: 4978.813965
	Iteration 45F: 3 clusters Score -2698100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189448 members 
Entering Unmasked Estep 
Score: -22341282.000000 Penalty: 3013.663818
	Iteration 0F: 2 clusters Score -2.234128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 94474 members 
Entering Unmasked Estep 
Score: -22216606.000000 Penalty: 6027.327637
	Iteration 0F: 3 clusters Score -2.221661e+07 nChanged 91298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -22269566.000000 Penalty: 6027.327637
	Iteration 1F: 3 clusters Score -2.226957e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -22271226.000000 Penalty: 6027.327637
	Iteration 2Q: 3 clusters Score -2.227123e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108035 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -22273724.000000 Penalty: 6027.327637
	Iteration 3Q: 3 clusters Score -2.227372e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116184 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -22278420.000000 Penalty: 6027.327637
	Iteration 4F: 3 clusters Score -2.227842e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127753 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -22286570.000000 Penalty: 6027.327637
	Iteration 5F: 3 clusters Score -2.228657e+07 nChanged 15275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142052 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -22298128.000000 Penalty: 6027.327637
	Iteration 6F: 3 clusters Score -2.229813e+07 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156960 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -22311298.000000 Penalty: 6027.327637
	Iteration 7F: 3 clusters Score -2.23113e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169692 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -22322486.000000 Penalty: 6027.327637
	Iteration 8F: 3 clusters Score -2.232249e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178936 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -22330106.000000 Penalty: 6027.327637
	Iteration 9Q: 3 clusters Score -2.233011e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184465 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -22334476.000000 Penalty: 6027.327637
	Iteration 10Q: 3 clusters Score -2.233448e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187276 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -22336864.000000 Penalty: 6027.327637
	Iteration 11Q: 3 clusters Score -2.233686e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188429 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -22337842.000000 Penalty: 6027.327637
	Iteration 12Q: 3 clusters Score -2.233784e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188840 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -22338222.000000 Penalty: 6027.327637
	Iteration 13Q: 3 clusters Score -2.233822e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188984 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22338402.000000 Penalty: 6027.327637
	Iteration 14Q: 3 clusters Score -2.23384e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189047 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22338492.000000 Penalty: 6027.327637
	Iteration 15Q: 3 clusters Score -2.233849e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189081 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22338538.000000 Penalty: 6027.327637
	Iteration 16Q: 3 clusters Score -2.233854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189090 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22338536.000000 Penalty: 6027.327637
	Iteration 17Q: 3 clusters Score -2.233854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189096 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22338552.000000 Penalty: 6027.327637
	Iteration 18Q: 3 clusters Score -2.233855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189101 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22338574.000000 Penalty: 6027.327637
	Iteration 19Q: 3 clusters Score -2.233857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22338586.000000 Penalty: 6027.327637
	Iteration 20F: 3 clusters Score -2.233859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22338600.000000 Penalty: 6027.327637
	Iteration 21Q: 3 clusters Score -2.23386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189111 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22338602.000000 Penalty: 6027.327637
	Iteration 22Q: 3 clusters Score -2.23386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189112 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22338606.000000 Penalty: 6027.327637
	Iteration 23Q: 3 clusters Score -2.233861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189116 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22338592.000000 Penalty: 6027.327637
	Iteration 24Q: 3 clusters Score -2.233859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189114 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22338606.000000 Penalty: 6027.327637
	Iteration 25Q: 3 clusters Score -2.233861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189114 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22338606.000000 Penalty: 6027.327637
	Iteration 26F: 3 clusters Score -2.233861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Entering Unmasked Estep 
Score: -3287143.750000 Penalty: 2538.604980
	Iteration 0F: 2 clusters Score -3287144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3267893.500000 Penalty: 5077.209961
	Iteration 0F: 3 clusters Score -3267894 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3274684.500000 Penalty: 5077.209961
	Iteration 1F: 3 clusters Score -3274684 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3275279.000000 Penalty: 5077.209961
	Iteration 2F: 3 clusters Score -3275279 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3275916.250000 Penalty: 5077.209961
	Iteration 3Q: 3 clusters Score -3275916 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3276684.500000 Penalty: 5077.209961
	Iteration 4F: 3 clusters Score -3276684 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3277766.000000 Penalty: 5077.209961
	Iteration 5F: 3 clusters Score -3277766 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3279077.750000 Penalty: 5077.209961
	Iteration 6F: 3 clusters Score -3279078 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3280393.250000 Penalty: 5077.209961
	Iteration 7F: 3 clusters Score -3280393 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3281607.750000 Penalty: 5077.209961
	Iteration 8F: 3 clusters Score -3281608 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3282540.750000 Penalty: 5077.209961
	Iteration 9Q: 3 clusters Score -3282541 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3283111.000000 Penalty: 5077.209961
	Iteration 10Q: 3 clusters Score -3283111 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3283407.000000 Penalty: 5077.209961
	Iteration 11Q: 3 clusters Score -3283407 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3283573.750000 Penalty: 5077.209961
	Iteration 12Q: 3 clusters Score -3283574 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3283680.750000 Penalty: 5077.209961
	Iteration 13Q: 3 clusters Score -3283681 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3283771.500000 Penalty: 5077.209961
	Iteration 14Q: 3 clusters Score -3283772 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3283858.000000 Penalty: 5077.209961
	Iteration 15Q: 3 clusters Score -3283858 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3283933.500000 Penalty: 5077.209961
	Iteration 16Q: 3 clusters Score -3283934 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3284021.250000 Penalty: 5077.209961
	Iteration 17Q: 3 clusters Score -3284021 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3284083.250000 Penalty: 5077.209961
	Iteration 18Q: 3 clusters Score -3284083 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3284169.000000 Penalty: 5077.209961
	Iteration 19Q: 3 clusters Score -3284169 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3284294.250000 Penalty: 5077.209961
	Iteration 20F: 3 clusters Score -3284294 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3284409.000000 Penalty: 5077.209961
	Iteration 21Q: 3 clusters Score -3284409 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3284533.250000 Penalty: 5077.209961
	Iteration 22Q: 3 clusters Score -3284533 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3284631.500000 Penalty: 5077.209961
	Iteration 23Q: 3 clusters Score -3284632 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3284745.250000 Penalty: 5077.209961
	Iteration 24Q: 3 clusters Score -3284745 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3284830.000000 Penalty: 5077.209961
	Iteration 25Q: 3 clusters Score -3284830 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3284903.250000 Penalty: 5077.209961
	Iteration 26Q: 3 clusters Score -3284903 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3284981.000000 Penalty: 5077.209961
	Iteration 27Q: 3 clusters Score -3284981 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3285071.750000 Penalty: 5077.209961
	Iteration 28Q: 3 clusters Score -3285072 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3285162.250000 Penalty: 5077.209961
	Iteration 29Q: 3 clusters Score -3285162 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3285230.250000 Penalty: 5077.209961
	Iteration 30Q: 3 clusters Score -3285230 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3285267.750000 Penalty: 5077.209961
	Iteration 31Q: 3 clusters Score -3285268 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3285295.250000 Penalty: 5077.209961
	Iteration 32Q: 3 clusters Score -3285295 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3285338.750000 Penalty: 5077.209961
	Iteration 33Q: 3 clusters Score -3285339 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3285370.500000 Penalty: 5077.209961
	Iteration 34Q: 3 clusters Score -3285370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3285386.500000 Penalty: 5077.209961
	Iteration 35Q: 3 clusters Score -3285386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3285408.250000 Penalty: 5077.209961
	Iteration 36Q: 3 clusters Score -3285408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3285425.500000 Penalty: 5077.209961
	Iteration 37Q: 3 clusters Score -3285426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3285429.250000 Penalty: 5077.209961
	Iteration 38Q: 3 clusters Score -3285429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3285440.750000 Penalty: 5077.209961
	Iteration 39Q: 3 clusters Score -3285441 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3285446.000000 Penalty: 5077.209961
	Iteration 40F: 3 clusters Score -3285446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3285451.250000 Penalty: 5077.209961
	Iteration 41Q: 3 clusters Score -3285451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3285467.250000 Penalty: 5077.209961
	Iteration 42Q: 3 clusters Score -3285467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3285474.000000 Penalty: 5077.209961
	Iteration 43Q: 3 clusters Score -3285474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3285476.750000 Penalty: 5077.209961
	Iteration 44Q: 3 clusters Score -3285477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3285478.250000 Penalty: 5077.209961
	Iteration 45Q: 3 clusters Score -3285478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3285490.500000 Penalty: 5077.209961
	Iteration 46Q: 3 clusters Score -3285490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3285501.250000 Penalty: 5077.209961
	Iteration 47Q: 3 clusters Score -3285501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3285510.000000 Penalty: 5077.209961
	Iteration 48Q: 3 clusters Score -3285510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3285508.500000 Penalty: 5077.209961
	Iteration 49Q: 3 clusters Score -3285508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3285510.750000 Penalty: 5077.209961
	Iteration 50Q: 3 clusters Score -3285511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3285517.750000 Penalty: 5077.209961
	Iteration 51Q: 3 clusters Score -3285518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3285518.500000 Penalty: 5077.209961
	Iteration 52Q: 3 clusters Score -3285518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3285524.750000 Penalty: 5077.209961
	Iteration 53Q: 3 clusters Score -3285525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3285521.000000 Penalty: 5077.209961
	Iteration 54Q: 3 clusters Score -3285521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3285537.500000 Penalty: 5077.209961
	Iteration 55Q: 3 clusters Score -3285538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3285556.500000 Penalty: 5077.209961
	Iteration 56Q: 3 clusters Score -3285556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3285563.750000 Penalty: 5077.209961
	Iteration 57Q: 3 clusters Score -3285564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3285567.000000 Penalty: 5077.209961
	Iteration 58Q: 3 clusters Score -3285567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3285573.500000 Penalty: 5077.209961
	Iteration 59Q: 3 clusters Score -3285574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3285575.750000 Penalty: 5077.209961
	Iteration 60F: 3 clusters Score -3285576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3285584.500000 Penalty: 5077.209961
	Iteration 61Q: 3 clusters Score -3285584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3285584.750000 Penalty: 5077.209961
	Iteration 62Q: 3 clusters Score -3285585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3285591.500000 Penalty: 5077.209961
	Iteration 63Q: 3 clusters Score -3285592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3285596.750000 Penalty: 5077.209961
	Iteration 64Q: 3 clusters Score -3285597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3285601.250000 Penalty: 5077.209961
	Iteration 65Q: 3 clusters Score -3285601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3285604.000000 Penalty: 5077.209961
	Iteration 66Q: 3 clusters Score -3285604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3285600.750000 Penalty: 5077.209961
	Iteration 67Q: 3 clusters Score -3285601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3285609.000000 Penalty: 5077.209961
	Iteration 68Q: 3 clusters Score -3285609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3285610.750000 Penalty: 5077.209961
	Iteration 69Q: 3 clusters Score -3285611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3285609.000000 Penalty: 5077.209961
	Iteration 70Q: 3 clusters Score -3285609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3285605.750000 Penalty: 5077.209961
	Iteration 71Q: 3 clusters Score -3285606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3285604.000000 Penalty: 5077.209961
	Iteration 72Q: 3 clusters Score -3285604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3285615.750000 Penalty: 5077.209961
	Iteration 73Q: 3 clusters Score -3285616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3285614.000000 Penalty: 5077.209961
	Iteration 74Q: 3 clusters Score -3285614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3285614.000000 Penalty: 5077.209961
	Iteration 75Q: 3 clusters Score -3285614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3285617.750000 Penalty: 5077.209961
	Iteration 76Q: 3 clusters Score -3285618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3285619.500000 Penalty: 5077.209961
	Iteration 77Q: 3 clusters Score -3285620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3285620.000000 Penalty: 5077.209961
	Iteration 78Q: 3 clusters Score -3285620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3285619.250000 Penalty: 5077.209961
	Iteration 79Q: 3 clusters Score -3285619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3285619.250000 Penalty: 5077.209961
	Iteration 80F: 3 clusters Score -3285619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3285621.500000 Penalty: 5077.209961
	Iteration 81Q: 3 clusters Score -3285622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3285622.500000 Penalty: 5077.209961
	Iteration 82Q: 3 clusters Score -3285622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3285621.000000 Penalty: 5077.209961
	Iteration 83Q: 3 clusters Score -3285621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3285622.250000 Penalty: 5077.209961
	Iteration 84Q: 3 clusters Score -3285622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3285622.250000 Penalty: 5077.209961
	Iteration 85F: 3 clusters Score -3285622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Entering Unmasked Estep 
Score: -1105310.500000 Penalty: 2269.977539
	Iteration 0F: 2 clusters Score -1105310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1097997.500000 Penalty: 4539.955078
	Iteration 0F: 3 clusters Score -1097998 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1100098.500000 Penalty: 4539.955078
	Iteration 1F: 3 clusters Score -1100098 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1100505.500000 Penalty: 4539.955078
	Iteration 2F: 3 clusters Score -1100506 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1100849.625000 Penalty: 4539.955078
	Iteration 3F: 3 clusters Score -1100850 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1101128.875000 Penalty: 4539.955078
	Iteration 4F: 3 clusters Score -1101129 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1101405.750000 Penalty: 4539.955078
	Iteration 5Q: 3 clusters Score -1101406 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1101637.625000 Penalty: 4539.955078
	Iteration 6Q: 3 clusters Score -1101638 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1101836.875000 Penalty: 4539.955078
	Iteration 7Q: 3 clusters Score -1101837 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1101997.125000 Penalty: 4539.955078
	Iteration 8Q: 3 clusters Score -1101997 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1102119.875000 Penalty: 4539.955078
	Iteration 9Q: 3 clusters Score -1102120 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1102227.500000 Penalty: 4539.955078
	Iteration 10Q: 3 clusters Score -1102228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1102327.500000 Penalty: 4539.955078
	Iteration 11Q: 3 clusters Score -1102328 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1102416.500000 Penalty: 4539.955078
	Iteration 12Q: 3 clusters Score -1102416 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1102504.625000 Penalty: 4539.955078
	Iteration 13Q: 3 clusters Score -1102505 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1102601.375000 Penalty: 4539.955078
	Iteration 14Q: 3 clusters Score -1102601 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1102710.250000 Penalty: 4539.955078
	Iteration 15Q: 3 clusters Score -1102710 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1102811.500000 Penalty: 4539.955078
	Iteration 16Q: 3 clusters Score -1102812 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1102891.125000 Penalty: 4539.955078
	Iteration 17Q: 3 clusters Score -1102891 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1102966.000000 Penalty: 4539.955078
	Iteration 18Q: 3 clusters Score -1102966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1103027.625000 Penalty: 4539.955078
	Iteration 19Q: 3 clusters Score -1103028 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1103080.000000 Penalty: 4539.955078
	Iteration 20F: 3 clusters Score -1103080 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1103118.625000 Penalty: 4539.955078
	Iteration 21Q: 3 clusters Score -1103119 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1103152.500000 Penalty: 4539.955078
	Iteration 22Q: 3 clusters Score -1103152 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1103198.625000 Penalty: 4539.955078
	Iteration 23Q: 3 clusters Score -1103199 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1103237.375000 Penalty: 4539.955078
	Iteration 24Q: 3 clusters Score -1103237 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1103279.375000 Penalty: 4539.955078
	Iteration 25Q: 3 clusters Score -1103279 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1103310.125000 Penalty: 4539.955078
	Iteration 26Q: 3 clusters Score -1103310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1103340.125000 Penalty: 4539.955078
	Iteration 27Q: 3 clusters Score -1103340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1103374.125000 Penalty: 4539.955078
	Iteration 28Q: 3 clusters Score -1103374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1103397.375000 Penalty: 4539.955078
	Iteration 29Q: 3 clusters Score -1103397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1103410.000000 Penalty: 4539.955078
	Iteration 30Q: 3 clusters Score -1103410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1103421.000000 Penalty: 4539.955078
	Iteration 31Q: 3 clusters Score -1103421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1103431.375000 Penalty: 4539.955078
	Iteration 32Q: 3 clusters Score -1103431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1103444.375000 Penalty: 4539.955078
	Iteration 33Q: 3 clusters Score -1103444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1103450.125000 Penalty: 4539.955078
	Iteration 34Q: 3 clusters Score -1103450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1103459.500000 Penalty: 4539.955078
	Iteration 35Q: 3 clusters Score -1103460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1103466.625000 Penalty: 4539.955078
	Iteration 36Q: 3 clusters Score -1103467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1103479.500000 Penalty: 4539.955078
	Iteration 37Q: 3 clusters Score -1103480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1103485.500000 Penalty: 4539.955078
	Iteration 38Q: 3 clusters Score -1103486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1103486.625000 Penalty: 4539.955078
	Iteration 39Q: 3 clusters Score -1103487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1103489.250000 Penalty: 4539.955078
	Iteration 40F: 3 clusters Score -1103489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1103493.375000 Penalty: 4539.955078
	Iteration 41Q: 3 clusters Score -1103493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1103497.500000 Penalty: 4539.955078
	Iteration 42Q: 3 clusters Score -1103498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1103499.875000 Penalty: 4539.955078
	Iteration 43Q: 3 clusters Score -1103500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1103505.500000 Penalty: 4539.955078
	Iteration 44Q: 3 clusters Score -1103506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1103509.375000 Penalty: 4539.955078
	Iteration 45Q: 3 clusters Score -1103509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1103511.125000 Penalty: 4539.955078
	Iteration 46Q: 3 clusters Score -1103511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1103511.500000 Penalty: 4539.955078
	Iteration 47Q: 3 clusters Score -1103512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1103513.375000 Penalty: 4539.955078
	Iteration 48Q: 3 clusters Score -1103513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1103513.625000 Penalty: 4539.955078
	Iteration 49Q: 3 clusters Score -1103514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1103515.000000 Penalty: 4539.955078
	Iteration 50Q: 3 clusters Score -1103515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1103514.625000 Penalty: 4539.955078
	Iteration 51Q: 3 clusters Score -1103515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1103516.250000 Penalty: 4539.955078
	Iteration 52Q: 3 clusters Score -1103516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1103520.625000 Penalty: 4539.955078
	Iteration 53Q: 3 clusters Score -1103521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1103521.250000 Penalty: 4539.955078
	Iteration 54Q: 3 clusters Score -1103521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1103523.375000 Penalty: 4539.955078
	Iteration 55Q: 3 clusters Score -1103523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1103523.000000 Penalty: 4539.955078
	Iteration 56Q: 3 clusters Score -1103523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1103527.625000 Penalty: 4539.955078
	Iteration 57Q: 3 clusters Score -1103528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1103530.500000 Penalty: 4539.955078
	Iteration 58Q: 3 clusters Score -1103530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1103531.875000 Penalty: 4539.955078
	Iteration 59Q: 3 clusters Score -1103532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1103533.125000 Penalty: 4539.955078
	Iteration 60F: 3 clusters Score -1103533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1103537.125000 Penalty: 4539.955078
	Iteration 61Q: 3 clusters Score -1103537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1103539.750000 Penalty: 4539.955078
	Iteration 62Q: 3 clusters Score -1103540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1103541.000000 Penalty: 4539.955078
	Iteration 63Q: 3 clusters Score -1103541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1103540.250000 Penalty: 4539.955078
	Iteration 64Q: 3 clusters Score -1103540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1103541.875000 Penalty: 4539.955078
	Iteration 65Q: 3 clusters Score -1103542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1103544.000000 Penalty: 4539.955078
	Iteration 66Q: 3 clusters Score -1103544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1103545.000000 Penalty: 4539.955078
	Iteration 67Q: 3 clusters Score -1103545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1103548.125000 Penalty: 4539.955078
	Iteration 68Q: 3 clusters Score -1103548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1103548.125000 Penalty: 4539.955078
	Iteration 69F: 3 clusters Score -1103548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Entering Unmasked Estep 
Score: -2091895.500000 Penalty: 2425.557129
	Iteration 0F: 2 clusters Score -2091896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2079237.625000 Penalty: 4851.114258
	Iteration 0F: 3 clusters Score -2079238 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2083305.750000 Penalty: 4851.114258
	Iteration 1F: 3 clusters Score -2083306 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2083706.250000 Penalty: 4851.114258
	Iteration 2F: 3 clusters Score -2083706 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2084007.625000 Penalty: 4851.114258
	Iteration 3Q: 3 clusters Score -2084008 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2084286.750000 Penalty: 4851.114258
	Iteration 4Q: 3 clusters Score -2084287 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2084592.125000 Penalty: 4851.114258
	Iteration 5Q: 3 clusters Score -2084592 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2084967.250000 Penalty: 4851.114258
	Iteration 6Q: 3 clusters Score -2084967 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2085429.625000 Penalty: 4851.114258
	Iteration 7Q: 3 clusters Score -2085430 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2085947.125000 Penalty: 4851.114258
	Iteration 8F: 3 clusters Score -2085947 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2086499.250000 Penalty: 4851.114258
	Iteration 9F: 3 clusters Score -2086499 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2087024.375000 Penalty: 4851.114258
	Iteration 10F: 3 clusters Score -2087024 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2087493.875000 Penalty: 4851.114258
	Iteration 11Q: 3 clusters Score -2087494 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2087877.000000 Penalty: 4851.114258
	Iteration 12Q: 3 clusters Score -2087877 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2088205.250000 Penalty: 4851.114258
	Iteration 13Q: 3 clusters Score -2088205 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2088462.750000 Penalty: 4851.114258
	Iteration 14Q: 3 clusters Score -2088463 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2088684.000000 Penalty: 4851.114258
	Iteration 15Q: 3 clusters Score -2088684 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2088876.375000 Penalty: 4851.114258
	Iteration 16Q: 3 clusters Score -2088876 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2089043.000000 Penalty: 4851.114258
	Iteration 17Q: 3 clusters Score -2089043 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2089182.250000 Penalty: 4851.114258
	Iteration 18Q: 3 clusters Score -2089182 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2089295.750000 Penalty: 4851.114258
	Iteration 19Q: 3 clusters Score -2089296 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2089376.125000 Penalty: 4851.114258
	Iteration 20F: 3 clusters Score -2089376 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2089450.125000 Penalty: 4851.114258
	Iteration 21Q: 3 clusters Score -2089450 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2089518.625000 Penalty: 4851.114258
	Iteration 22Q: 3 clusters Score -2089519 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2089586.000000 Penalty: 4851.114258
	Iteration 23Q: 3 clusters Score -2089586 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2089643.500000 Penalty: 4851.114258
	Iteration 24Q: 3 clusters Score -2089644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2089686.625000 Penalty: 4851.114258
	Iteration 25Q: 3 clusters Score -2089687 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2089738.375000 Penalty: 4851.114258
	Iteration 26Q: 3 clusters Score -2089738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2089774.625000 Penalty: 4851.114258
	Iteration 27Q: 3 clusters Score -2089775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2089814.625000 Penalty: 4851.114258
	Iteration 28Q: 3 clusters Score -2089815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2089860.625000 Penalty: 4851.114258
	Iteration 29Q: 3 clusters Score -2089861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2089927.500000 Penalty: 4851.114258
	Iteration 30Q: 3 clusters Score -2089928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2089985.875000 Penalty: 4851.114258
	Iteration 31Q: 3 clusters Score -2089986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2090036.125000 Penalty: 4851.114258
	Iteration 32Q: 3 clusters Score -2090036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2090082.000000 Penalty: 4851.114258
	Iteration 33Q: 3 clusters Score -2090082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2090125.125000 Penalty: 4851.114258
	Iteration 34Q: 3 clusters Score -2090125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2090165.750000 Penalty: 4851.114258
	Iteration 35Q: 3 clusters Score -2090166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2090199.000000 Penalty: 4851.114258
	Iteration 36Q: 3 clusters Score -2090199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2090234.500000 Penalty: 4851.114258
	Iteration 37Q: 3 clusters Score -2090234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2090281.500000 Penalty: 4851.114258
	Iteration 38Q: 3 clusters Score -2090282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2090344.750000 Penalty: 4851.114258
	Iteration 39Q: 3 clusters Score -2090345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2090406.625000 Penalty: 4851.114258
	Iteration 40F: 3 clusters Score -2090407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2090448.000000 Penalty: 4851.114258
	Iteration 41Q: 3 clusters Score -2090448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2090479.375000 Penalty: 4851.114258
	Iteration 42Q: 3 clusters Score -2090479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2090499.500000 Penalty: 4851.114258
	Iteration 43Q: 3 clusters Score -2090500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2090520.375000 Penalty: 4851.114258
	Iteration 44Q: 3 clusters Score -2090520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2090525.875000 Penalty: 4851.114258
	Iteration 45Q: 3 clusters Score -2090526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2090540.000000 Penalty: 4851.114258
	Iteration 46Q: 3 clusters Score -2090540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2090559.875000 Penalty: 4851.114258
	Iteration 47Q: 3 clusters Score -2090560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2090568.375000 Penalty: 4851.114258
	Iteration 48Q: 3 clusters Score -2090568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2090583.125000 Penalty: 4851.114258
	Iteration 49Q: 3 clusters Score -2090583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2090594.375000 Penalty: 4851.114258
	Iteration 50Q: 3 clusters Score -2090594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2090603.500000 Penalty: 4851.114258
	Iteration 51Q: 3 clusters Score -2090604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2090605.875000 Penalty: 4851.114258
	Iteration 52Q: 3 clusters Score -2090606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2090609.125000 Penalty: 4851.114258
	Iteration 53Q: 3 clusters Score -2090609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2090614.875000 Penalty: 4851.114258
	Iteration 54Q: 3 clusters Score -2090615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2090617.000000 Penalty: 4851.114258
	Iteration 55Q: 3 clusters Score -2090617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2090622.000000 Penalty: 4851.114258
	Iteration 56Q: 3 clusters Score -2090622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2090625.875000 Penalty: 4851.114258
	Iteration 57Q: 3 clusters Score -2090626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2090630.750000 Penalty: 4851.114258
	Iteration 58Q: 3 clusters Score -2090631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2090637.125000 Penalty: 4851.114258
	Iteration 59Q: 3 clusters Score -2090637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2090640.750000 Penalty: 4851.114258
	Iteration 60F: 3 clusters Score -2090641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2090642.875000 Penalty: 4851.114258
	Iteration 61Q: 3 clusters Score -2090643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2090643.000000 Penalty: 4851.114258
	Iteration 62Q: 3 clusters Score -2090643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2090643.000000 Penalty: 4851.114258
	Iteration 63F: 3 clusters Score -2090643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -151169.843750 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -151169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -149248.031250 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -149248 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -149855.750000 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -149855.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -150538.750000 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -150538.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150908.015625 Penalty: 3465.795166
	Iteration 3F: 3 clusters Score -150908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151098.250000 Penalty: 3465.795166
	Iteration 4F: 3 clusters Score -151098.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151229.093750 Penalty: 3465.795166
	Iteration 5Q: 3 clusters Score -151229.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151346.421875 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -151346.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151442.218750 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -151442.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -151513.953125 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -151514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -151541.078125 Penalty: 3465.795166
	Iteration 9Q: 3 clusters Score -151541.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -151549.109375 Penalty: 3465.795166
	Iteration 10Q: 3 clusters Score -151549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -151553.250000 Penalty: 3465.795166
	Iteration 11Q: 3 clusters Score -151553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151559.281250 Penalty: 3465.795166
	Iteration 12Q: 3 clusters Score -151559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151563.484375 Penalty: 3465.795166
	Iteration 13Q: 3 clusters Score -151563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -151568.171875 Penalty: 3465.795166
	Iteration 14Q: 3 clusters Score -151568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -151573.656250 Penalty: 3465.795166
	Iteration 15Q: 3 clusters Score -151573.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151581.968750 Penalty: 3465.795166
	Iteration 16Q: 3 clusters Score -151582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151585.656250 Penalty: 3465.795166
	Iteration 17Q: 3 clusters Score -151585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151589.375000 Penalty: 3465.795166
	Iteration 18Q: 3 clusters Score -151589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151597.203125 Penalty: 3465.795166
	Iteration 19Q: 3 clusters Score -151597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -151600.109375 Penalty: 3465.795166
	Iteration 20F: 3 clusters Score -151600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -151608.531250 Penalty: 3465.795166
	Iteration 21Q: 3 clusters Score -151608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151620.906250 Penalty: 3465.795166
	Iteration 22Q: 3 clusters Score -151620.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -151631.265625 Penalty: 3465.795166
	Iteration 23Q: 3 clusters Score -151631.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -151645.421875 Penalty: 3465.795166
	Iteration 24Q: 3 clusters Score -151645.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -151672.468750 Penalty: 3465.795166
	Iteration 25Q: 3 clusters Score -151672.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -151727.281250 Penalty: 3465.795166
	Iteration 26Q: 3 clusters Score -151727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -151759.265625 Penalty: 3465.795166
	Iteration 27Q: 3 clusters Score -151759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -151767.796875 Penalty: 3465.795166
	Iteration 28Q: 3 clusters Score -151767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -151771.437500 Penalty: 3465.795166
	Iteration 29Q: 3 clusters Score -151771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -151772.625000 Penalty: 3465.795166
	Iteration 30Q: 3 clusters Score -151772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -151772.625000 Penalty: 3465.795166
	Iteration 31F: 3 clusters Score -151772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 8138 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 16170 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Entering Unmasked Estep 
Score: -133753168.000000 Penalty: 204547.843750
Splitting cluster 13 changes total score from -133753104.000000 to -133753168.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 14 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -130601.867188 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -130601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128722.835938 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -128722.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -129294.789062 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -129294.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -129688.515625 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -129688.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130007.546875 Penalty: 3431.181885
	Iteration 3F: 3 clusters Score -130007.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -130326.640625 Penalty: 3431.181885
	Iteration 4F: 3 clusters Score -130326.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130431.062500 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -130431.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -130504.898438 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -130504.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -130531.382812 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -130531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -130540.406250 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -130540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -130552.046875 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -130552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -130562.664062 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -130562.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -130577.812500 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -130577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130593.078125 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -130593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -130596.203125 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -130596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -130600.648438 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -130600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -130601.937500 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -130601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -130609.828125 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -130609.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -130616.875000 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -130616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130624.312500 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -130624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -130632.429688 Penalty: 3431.181885
	Iteration 19Q: 3 clusters Score -130632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130633.437500 Penalty: 3431.181885
	Iteration 20F: 3 clusters Score -130633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -130635.601562 Penalty: 3431.181885
	Iteration 21Q: 3 clusters Score -130635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130636.046875 Penalty: 3431.181885
	Iteration 22Q: 3 clusters Score -130636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130636.046875 Penalty: 3431.181885
	Iteration 23F: 3 clusters Score -130636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 8138 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 16170 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 426 members 
Entering Unmasked Estep 
Score: -133751296.000000 Penalty: 208014.765625
Splitting cluster 14 changes total score from -133753104.000000 to -133751296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -129560.265625 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -129560.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -127746.718750 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -127746.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -128598.203125 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -128598.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -129210.078125 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -129210.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -129494.984375 Penalty: 3418.246338
	Iteration 3F: 3 clusters Score -129495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -129665.507812 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -129665.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -129708.562500 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -129708.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -129734.101562 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -129734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -129746.742188 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -129746.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -129754.742188 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -129754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -129757.593750 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -129757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -129762.671875 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -129762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -129767.617188 Penalty: 3418.246338
	Iteration 11Q: 3 clusters Score -129767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -129774.148438 Penalty: 3418.246338
	Iteration 12Q: 3 clusters Score -129774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -129784.851562 Penalty: 3418.246338
	Iteration 13Q: 3 clusters Score -129784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -129785.460938 Penalty: 3418.246338
	Iteration 14Q: 3 clusters Score -129785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -129785.460938 Penalty: 3418.246338
	Iteration 15F: 3 clusters Score -129785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 8138 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 16170 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 334 members 
Entering Unmasked Estep 
Score: -133751656.000000 Penalty: 208014.765625
Splitting cluster 15 changes total score from -133753104.000000 to -133751656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -37071.875000 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -37071.88 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 204 members 
Entering Unmasked Estep 
Score: -35763.890625 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -35763.89 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36158.496094 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -36158.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36299.605469 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -36299.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36391.628906 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -36391.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36458.589844 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -36458.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36532.050781 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -36532.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36615.597656 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -36615.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36701.433594 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -36701.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36748.855469 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -36748.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36827.363281 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -36827.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36867.230469 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -36867.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36890.796875 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -36890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36901.859375 Penalty: 2964.270020
	Iteration 12Q: 3 clusters Score -36901.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36906.464844 Penalty: 2964.270020
	Iteration 13Q: 3 clusters Score -36906.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36906.863281 Penalty: 2964.270020
	Iteration 14F: 3 clusters Score -36906.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36935.531250 Penalty: 2964.270020
	Iteration 15Q: 3 clusters Score -36935.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36937.613281 Penalty: 2964.270020
	Iteration 16Q: 3 clusters Score -36937.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36948.164062 Penalty: 2964.270020
	Iteration 17Q: 3 clusters Score -36948.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36948.164062 Penalty: 2964.270020
	Iteration 18F: 3 clusters Score -36948.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (176424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176424 members 
Entering Unmasked Estep 
Score: -20793728.000000 Penalty: 2996.000000
	Iteration 0F: 2 clusters Score -2.079373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88191 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -20676850.000000 Penalty: 5992.000000
	Iteration 0F: 3 clusters Score -2.067685e+07 nChanged 84481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -20726834.000000 Penalty: 5992.000000
	Iteration 1F: 3 clusters Score -2.072683e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 92240 members 
Entering Unmasked Estep 
Score: -20728968.000000 Penalty: 5992.000000
	Iteration 2Q: 3 clusters Score -2.072897e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -20733018.000000 Penalty: 5992.000000
	Iteration 3Q: 3 clusters Score -2.073302e+07 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -20738904.000000 Penalty: 5992.000000
	Iteration 4F: 3 clusters Score -2.07389e+07 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -20746362.000000 Penalty: 5992.000000
	Iteration 5F: 3 clusters Score -2.074636e+07 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -20753602.000000 Penalty: 5992.000000
	Iteration 6F: 3 clusters Score -2.07536e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 115950 members 
Entering Unmasked Estep 
Score: -20759144.000000 Penalty: 5992.000000
	Iteration 7F: 3 clusters Score -2.075914e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -20763088.000000 Penalty: 5992.000000
	Iteration 8F: 3 clusters Score -2.076309e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -20765706.000000 Penalty: 5992.000000
	Iteration 9Q: 3 clusters Score -2.076571e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 128986 members 
Entering Unmasked Estep 
Score: -20767636.000000 Penalty: 5992.000000
	Iteration 10Q: 3 clusters Score -2.076764e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 133324 members 
Entering Unmasked Estep 
Score: -20769364.000000 Penalty: 5992.000000
	Iteration 11Q: 3 clusters Score -2.076936e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 137932 members 
Entering Unmasked Estep 
Score: -20771172.000000 Penalty: 5992.000000
	Iteration 12Q: 3 clusters Score -2.077117e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 142596 members 
Entering Unmasked Estep 
Score: -20772848.000000 Penalty: 5992.000000
	Iteration 13Q: 3 clusters Score -2.077285e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 147346 members 
Entering Unmasked Estep 
Score: -20774824.000000 Penalty: 5992.000000
	Iteration 14Q: 3 clusters Score -2.077482e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 152224 members 
Entering Unmasked Estep 
Score: -20776984.000000 Penalty: 5992.000000
	Iteration 15Q: 3 clusters Score -2.077698e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -20779138.000000 Penalty: 5992.000000
	Iteration 16Q: 3 clusters Score -2.077914e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 161704 members 
Entering Unmasked Estep 
Score: -20782018.000000 Penalty: 5992.000000
	Iteration 17Q: 3 clusters Score -2.078202e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -20784636.000000 Penalty: 5992.000000
	Iteration 18Q: 3 clusters Score -2.078464e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 169283 members 
Entering Unmasked Estep 
Score: -20786856.000000 Penalty: 5992.000000
	Iteration 19Q: 3 clusters Score -2.078686e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 171838 members 
Entering Unmasked Estep 
Score: -20788538.000000 Penalty: 5992.000000
	Iteration 20F: 3 clusters Score -2.078854e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 173503 members 
Entering Unmasked Estep 
Score: -20789710.000000 Penalty: 5992.000000
	Iteration 21Q: 3 clusters Score -2.078971e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 174492 members 
Entering Unmasked Estep 
Score: -20790458.000000 Penalty: 5992.000000
	Iteration 22Q: 3 clusters Score -2.079046e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 175035 members 
Entering Unmasked Estep 
Score: -20790850.000000 Penalty: 5992.000000
	Iteration 23Q: 3 clusters Score -2.079085e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 175340 members 
Entering Unmasked Estep 
Score: -20791008.000000 Penalty: 5992.000000
	Iteration 24Q: 3 clusters Score -2.079101e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 175502 members 
Entering Unmasked Estep 
Score: -20791102.000000 Penalty: 5992.000000
	Iteration 25Q: 3 clusters Score -2.07911e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 175593 members 
Entering Unmasked Estep 
Score: -20791190.000000 Penalty: 5992.000000
	Iteration 26Q: 3 clusters Score -2.079119e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 175633 members 
Entering Unmasked Estep 
Score: -20791246.000000 Penalty: 5992.000000
	Iteration 27Q: 3 clusters Score -2.079125e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 175664 members 
Entering Unmasked Estep 
Score: -20791272.000000 Penalty: 5992.000000
	Iteration 28Q: 3 clusters Score -2.079127e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 175688 members 
Entering Unmasked Estep 
Score: -20791282.000000 Penalty: 5992.000000
	Iteration 29Q: 3 clusters Score -2.079128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 175698 members 
Entering Unmasked Estep 
Score: -20791310.000000 Penalty: 5992.000000
	Iteration 30Q: 3 clusters Score -2.079131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -20791310.000000 Penalty: 5992.000000
	Iteration 31Q: 3 clusters Score -2.079131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 175710 members 
Entering Unmasked Estep 
Score: -20791320.000000 Penalty: 5992.000000
	Iteration 32Q: 3 clusters Score -2.079132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 175719 members 
Entering Unmasked Estep 
Score: -20791332.000000 Penalty: 5992.000000
	Iteration 33Q: 3 clusters Score -2.079133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 175727 members 
Entering Unmasked Estep 
Score: -20791350.000000 Penalty: 5992.000000
	Iteration 34Q: 3 clusters Score -2.079135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 175728 members 
Entering Unmasked Estep 
Score: -20791342.000000 Penalty: 5992.000000
	Iteration 35Q: 3 clusters Score -2.079134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 175734 members 
Entering Unmasked Estep 
Score: -20791346.000000 Penalty: 5992.000000
	Iteration 36Q: 3 clusters Score -2.079135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 175739 members 
Entering Unmasked Estep 
Score: -20791338.000000 Penalty: 5992.000000
	Iteration 37Q: 3 clusters Score -2.079134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 175742 members 
Entering Unmasked Estep 
Score: -20791338.000000 Penalty: 5992.000000
	Iteration 38Q: 3 clusters Score -2.079134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 175743 members 
Entering Unmasked Estep 
Score: -20791344.000000 Penalty: 5992.000000
	Iteration 39Q: 3 clusters Score -2.079134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 175748 members 
Entering Unmasked Estep 
Score: -20791348.000000 Penalty: 5992.000000
	Iteration 40F: 3 clusters Score -2.079135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 175753 members 
Entering Unmasked Estep 
Score: -20791350.000000 Penalty: 5992.000000
	Iteration 41Q: 3 clusters Score -2.079135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 175760 members 
Entering Unmasked Estep 
Score: -20791336.000000 Penalty: 5992.000000
	Iteration 42Q: 3 clusters Score -2.079134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -20791346.000000 Penalty: 5992.000000
	Iteration 43Q: 3 clusters Score -2.079135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 175767 members 
Entering Unmasked Estep 
Score: -20791330.000000 Penalty: 5992.000000
	Iteration 44Q: 3 clusters Score -2.079133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 175769 members 
Entering Unmasked Estep 
Score: -20791342.000000 Penalty: 5992.000000
	Iteration 45Q: 3 clusters Score -2.079134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 175772 members 
Entering Unmasked Estep 
Score: -20791342.000000 Penalty: 5992.000000
	Iteration 46Q: 3 clusters Score -2.079134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 175775 members 
Entering Unmasked Estep 
Score: -20791350.000000 Penalty: 5992.000000
	Iteration 47Q: 3 clusters Score -2.079135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 175779 members 
Entering Unmasked Estep 
Score: -20791344.000000 Penalty: 5992.000000
	Iteration 48Q: 3 clusters Score -2.079134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 175779 members 
Entering Unmasked Estep 
Score: -20791336.000000 Penalty: 5992.000000
	Iteration 49Q: 3 clusters Score -2.079134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 175780 members 
Entering Unmasked Estep 
Score: -20791328.000000 Penalty: 5992.000000
	Iteration 50Q: 3 clusters Score -2.079133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 175781 members 
Entering Unmasked Estep 
Score: -20791334.000000 Penalty: 5992.000000
	Iteration 51Q: 3 clusters Score -2.079133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 175783 members 
Entering Unmasked Estep 
Score: -20791338.000000 Penalty: 5992.000000
	Iteration 52Q: 3 clusters Score -2.079134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 175785 members 
Entering Unmasked Estep 
Score: -20791334.000000 Penalty: 5992.000000
	Iteration 53Q: 3 clusters Score -2.079133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 175788 members 
Entering Unmasked Estep 
Score: -20791344.000000 Penalty: 5992.000000
	Iteration 54Q: 3 clusters Score -2.079134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 175788 members 
Entering Unmasked Estep 
Score: -20791366.000000 Penalty: 5992.000000
	Iteration 55Q: 3 clusters Score -2.079137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 175791 members 
Entering Unmasked Estep 
Score: -20791368.000000 Penalty: 5992.000000
	Iteration 56Q: 3 clusters Score -2.079137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 175790 members 
Entering Unmasked Estep 
Score: -20791372.000000 Penalty: 5992.000000
	Iteration 57Q: 3 clusters Score -2.079137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 175791 members 
Entering Unmasked Estep 
Score: -20791370.000000 Penalty: 5992.000000
	Iteration 58Q: 3 clusters Score -2.079137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 175793 members 
Entering Unmasked Estep 
Score: -20791362.000000 Penalty: 5992.000000
	Iteration 59Q: 3 clusters Score -2.079136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 175793 members 
Entering Unmasked Estep 
Score: -20791358.000000 Penalty: 5992.000000
	Iteration 60F: 3 clusters Score -2.079136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 175795 members 
Entering Unmasked Estep 
Score: -20791362.000000 Penalty: 5992.000000
	Iteration 61Q: 3 clusters Score -2.079136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -20791348.000000 Penalty: 5992.000000
	Iteration 62Q: 3 clusters Score -2.079135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -20791348.000000 Penalty: 5992.000000
	Iteration 63F: 3 clusters Score -2.079135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Entering Unmasked Estep 
Score: -730584.437500 Penalty: 2203.005127
	Iteration 0F: 2 clusters Score -730584.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -724747.750000 Penalty: 4406.010254
	Iteration 0F: 3 clusters Score -724747.8 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -726510.937500 Penalty: 4406.010254
	Iteration 1F: 3 clusters Score -726510.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -726920.312500 Penalty: 4406.010254
	Iteration 2F: 3 clusters Score -726920.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -727195.687500 Penalty: 4406.010254
	Iteration 3F: 3 clusters Score -727195.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -727437.687500 Penalty: 4406.010254
	Iteration 4Q: 3 clusters Score -727437.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -727654.750000 Penalty: 4406.010254
	Iteration 5Q: 3 clusters Score -727654.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -727836.875000 Penalty: 4406.010254
	Iteration 6Q: 3 clusters Score -727836.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -728002.500000 Penalty: 4406.010254
	Iteration 7Q: 3 clusters Score -728002.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -728164.437500 Penalty: 4406.010254
	Iteration 8Q: 3 clusters Score -728164.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -728345.500000 Penalty: 4406.010254
	Iteration 9Q: 3 clusters Score -728345.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -728520.625000 Penalty: 4406.010254
	Iteration 10Q: 3 clusters Score -728520.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -728648.937500 Penalty: 4406.010254
	Iteration 11Q: 3 clusters Score -728648.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -728775.562500 Penalty: 4406.010254
	Iteration 12Q: 3 clusters Score -728775.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -728898.062500 Penalty: 4406.010254
	Iteration 13Q: 3 clusters Score -728898.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -728993.812500 Penalty: 4406.010254
	Iteration 14Q: 3 clusters Score -728993.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -729061.000000 Penalty: 4406.010254
	Iteration 15Q: 3 clusters Score -729061 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -729106.625000 Penalty: 4406.010254
	Iteration 16Q: 3 clusters Score -729106.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -729146.687500 Penalty: 4406.010254
	Iteration 17Q: 3 clusters Score -729146.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -729176.375000 Penalty: 4406.010254
	Iteration 18Q: 3 clusters Score -729176.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -729200.937500 Penalty: 4406.010254
	Iteration 19Q: 3 clusters Score -729200.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -729216.125000 Penalty: 4406.010254
	Iteration 20F: 3 clusters Score -729216.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -729225.875000 Penalty: 4406.010254
	Iteration 21Q: 3 clusters Score -729225.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -729233.187500 Penalty: 4406.010254
	Iteration 22Q: 3 clusters Score -729233.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -729239.812500 Penalty: 4406.010254
	Iteration 23Q: 3 clusters Score -729239.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -729250.937500 Penalty: 4406.010254
	Iteration 24Q: 3 clusters Score -729250.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -729260.750000 Penalty: 4406.010254
	Iteration 25Q: 3 clusters Score -729260.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -729269.062500 Penalty: 4406.010254
	Iteration 26Q: 3 clusters Score -729269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -729275.312500 Penalty: 4406.010254
	Iteration 27Q: 3 clusters Score -729275.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -729286.437500 Penalty: 4406.010254
	Iteration 28Q: 3 clusters Score -729286.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -729293.687500 Penalty: 4406.010254
	Iteration 29Q: 3 clusters Score -729293.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -729296.500000 Penalty: 4406.010254
	Iteration 30Q: 3 clusters Score -729296.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -729304.437500 Penalty: 4406.010254
	Iteration 31Q: 3 clusters Score -729304.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -729308.562500 Penalty: 4406.010254
	Iteration 32Q: 3 clusters Score -729308.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -729313.687500 Penalty: 4406.010254
	Iteration 33Q: 3 clusters Score -729313.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -729317.562500 Penalty: 4406.010254
	Iteration 34Q: 3 clusters Score -729317.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -729326.125000 Penalty: 4406.010254
	Iteration 35Q: 3 clusters Score -729326.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -729331.375000 Penalty: 4406.010254
	Iteration 36Q: 3 clusters Score -729331.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -729335.312500 Penalty: 4406.010254
	Iteration 37Q: 3 clusters Score -729335.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -729338.125000 Penalty: 4406.010254
	Iteration 38Q: 3 clusters Score -729338.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -729342.750000 Penalty: 4406.010254
	Iteration 39Q: 3 clusters Score -729342.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -729345.125000 Penalty: 4406.010254
	Iteration 40F: 3 clusters Score -729345.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -729355.312500 Penalty: 4406.010254
	Iteration 41Q: 3 clusters Score -729355.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -729368.937500 Penalty: 4406.010254
	Iteration 42Q: 3 clusters Score -729368.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -729376.562500 Penalty: 4406.010254
	Iteration 43Q: 3 clusters Score -729376.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -729385.625000 Penalty: 4406.010254
	Iteration 44Q: 3 clusters Score -729385.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -729395.687500 Penalty: 4406.010254
	Iteration 45Q: 3 clusters Score -729395.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -729407.812500 Penalty: 4406.010254
	Iteration 46Q: 3 clusters Score -729407.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -729418.875000 Penalty: 4406.010254
	Iteration 47Q: 3 clusters Score -729418.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -729425.625000 Penalty: 4406.010254
	Iteration 48Q: 3 clusters Score -729425.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -729431.687500 Penalty: 4406.010254
	Iteration 49Q: 3 clusters Score -729431.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -729436.187500 Penalty: 4406.010254
	Iteration 50Q: 3 clusters Score -729436.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -729436.125000 Penalty: 4406.010254
	Iteration 51Q: 3 clusters Score -729436.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -729438.625000 Penalty: 4406.010254
	Iteration 52Q: 3 clusters Score -729438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -729442.312500 Penalty: 4406.010254
	Iteration 53Q: 3 clusters Score -729442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -729449.812500 Penalty: 4406.010254
	Iteration 54Q: 3 clusters Score -729449.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -729456.250000 Penalty: 4406.010254
	Iteration 55Q: 3 clusters Score -729456.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -729464.875000 Penalty: 4406.010254
	Iteration 56Q: 3 clusters Score -729464.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -729473.687500 Penalty: 4406.010254
	Iteration 57Q: 3 clusters Score -729473.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -729478.312500 Penalty: 4406.010254
	Iteration 58Q: 3 clusters Score -729478.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -729484.937500 Penalty: 4406.010254
	Iteration 59Q: 3 clusters Score -729484.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -729485.062500 Penalty: 4406.010254
	Iteration 60F: 3 clusters Score -729485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -729489.875000 Penalty: 4406.010254
	Iteration 61Q: 3 clusters Score -729489.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -729493.062500 Penalty: 4406.010254
	Iteration 62Q: 3 clusters Score -729493.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -729495.125000 Penalty: 4406.010254
	Iteration 63Q: 3 clusters Score -729495.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -729497.312500 Penalty: 4406.010254
	Iteration 64Q: 3 clusters Score -729497.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -729500.125000 Penalty: 4406.010254
	Iteration 65Q: 3 clusters Score -729500.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -729503.062500 Penalty: 4406.010254
	Iteration 66Q: 3 clusters Score -729503.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -729505.500000 Penalty: 4406.010254
	Iteration 67Q: 3 clusters Score -729505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -729506.437500 Penalty: 4406.010254
	Iteration 68Q: 3 clusters Score -729506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -729506.062500 Penalty: 4406.010254
	Iteration 69Q: 3 clusters Score -729506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -729507.312500 Penalty: 4406.010254
	Iteration 70Q: 3 clusters Score -729507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -729510.250000 Penalty: 4406.010254
	Iteration 71Q: 3 clusters Score -729510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -729510.125000 Penalty: 4406.010254
	Iteration 72Q: 3 clusters Score -729510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -729510.250000 Penalty: 4406.010254
	Iteration 73Q: 3 clusters Score -729510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -729511.437500 Penalty: 4406.010254
	Iteration 74Q: 3 clusters Score -729511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -729511.437500 Penalty: 4406.010254
	Iteration 75F: 3 clusters Score -729511.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Entering Unmasked Estep 
Score: -6328852.500000 Penalty: 2694.031250
	Iteration 0F: 2 clusters Score -6328852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -6293695.000000 Penalty: 5388.062500
	Iteration 0F: 3 clusters Score -6293695 nChanged 24212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -6307070.000000 Penalty: 5388.062500
	Iteration 1F: 3 clusters Score -6307070 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -6307700.000000 Penalty: 5388.062500
	Iteration 2Q: 3 clusters Score -6307700 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -6308456.500000 Penalty: 5388.062500
	Iteration 3Q: 3 clusters Score -6308456 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -6309481.500000 Penalty: 5388.062500
	Iteration 4Q: 3 clusters Score -6309482 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -6310870.500000 Penalty: 5388.062500
	Iteration 5Q: 3 clusters Score -6310870 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -6312766.500000 Penalty: 5388.062500
	Iteration 6F: 3 clusters Score -6312766 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -6315142.500000 Penalty: 5388.062500
	Iteration 7F: 3 clusters Score -6315142 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -6318317.000000 Penalty: 5388.062500
	Iteration 8F: 3 clusters Score -6318317 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -6321382.000000 Penalty: 5388.062500
	Iteration 9F: 3 clusters Score -6321382 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -6323710.000000 Penalty: 5388.062500
	Iteration 10Q: 3 clusters Score -6323710 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -6325105.500000 Penalty: 5388.062500
	Iteration 11Q: 3 clusters Score -6325106 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -6325808.000000 Penalty: 5388.062500
	Iteration 12Q: 3 clusters Score -6325808 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -6326177.000000 Penalty: 5388.062500
	Iteration 13Q: 3 clusters Score -6326177 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -6326360.500000 Penalty: 5388.062500
	Iteration 14Q: 3 clusters Score -6326360 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -6326465.500000 Penalty: 5388.062500
	Iteration 15Q: 3 clusters Score -6326466 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -6326534.500000 Penalty: 5388.062500
	Iteration 16Q: 3 clusters Score -6326534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -6326572.000000 Penalty: 5388.062500
	Iteration 17Q: 3 clusters Score -6326572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -6326607.000000 Penalty: 5388.062500
	Iteration 18Q: 3 clusters Score -6326607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -6326626.500000 Penalty: 5388.062500
	Iteration 19Q: 3 clusters Score -6326626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -6326645.500000 Penalty: 5388.062500
	Iteration 20F: 3 clusters Score -6326646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -6326650.500000 Penalty: 5388.062500
	Iteration 21Q: 3 clusters Score -6326650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -6326652.500000 Penalty: 5388.062500
	Iteration 22Q: 3 clusters Score -6326652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6326657.500000 Penalty: 5388.062500
	Iteration 23Q: 3 clusters Score -6326658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -6326664.500000 Penalty: 5388.062500
	Iteration 24Q: 3 clusters Score -6326664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -6326667.000000 Penalty: 5388.062500
	Iteration 25Q: 3 clusters Score -6326667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6326677.500000 Penalty: 5388.062500
	Iteration 26Q: 3 clusters Score -6326678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6326679.500000 Penalty: 5388.062500
	Iteration 27Q: 3 clusters Score -6326680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -6326683.000000 Penalty: 5388.062500
	Iteration 28Q: 3 clusters Score -6326683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -6326684.500000 Penalty: 5388.062500
	Iteration 29Q: 3 clusters Score -6326684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -6326683.500000 Penalty: 5388.062500
	Iteration 30Q: 3 clusters Score -6326684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -6326683.500000 Penalty: 5388.062500
	Iteration 31F: 3 clusters Score -6326684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -554662.187500 Penalty: 2104.044434
	Iteration 0F: 2 clusters Score -554662.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -550219.250000 Penalty: 4208.088867
	Iteration 0F: 3 clusters Score -550219.2 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -551296.062500 Penalty: 4208.088867
	Iteration 1F: 3 clusters Score -551296.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -551551.687500 Penalty: 4208.088867
	Iteration 2F: 3 clusters Score -551551.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -551763.625000 Penalty: 4208.088867
	Iteration 3F: 3 clusters Score -551763.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -551949.187500 Penalty: 4208.088867
	Iteration 4F: 3 clusters Score -551949.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -552130.000000 Penalty: 4208.088867
	Iteration 5Q: 3 clusters Score -552130 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -552275.625000 Penalty: 4208.088867
	Iteration 6Q: 3 clusters Score -552275.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -552419.250000 Penalty: 4208.088867
	Iteration 7Q: 3 clusters Score -552419.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -552572.000000 Penalty: 4208.088867
	Iteration 8Q: 3 clusters Score -552572 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -552729.250000 Penalty: 4208.088867
	Iteration 9Q: 3 clusters Score -552729.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -552922.187500 Penalty: 4208.088867
	Iteration 10Q: 3 clusters Score -552922.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -553161.125000 Penalty: 4208.088867
	Iteration 11Q: 3 clusters Score -553161.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -553435.937500 Penalty: 4208.088867
	Iteration 12Q: 3 clusters Score -553435.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -553780.437500 Penalty: 4208.088867
	Iteration 13F: 3 clusters Score -553780.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -554200.437500 Penalty: 4208.088867
	Iteration 14Q: 3 clusters Score -554200.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -554605.437500 Penalty: 4208.088867
	Iteration 15Q: 3 clusters Score -554605.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -554843.187500 Penalty: 4208.088867
	Iteration 16Q: 3 clusters Score -554843.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -554983.875000 Penalty: 4208.088867
	Iteration 17Q: 3 clusters Score -554983.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -555055.875000 Penalty: 4208.088867
	Iteration 18Q: 3 clusters Score -555055.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -555095.125000 Penalty: 4208.088867
	Iteration 19Q: 3 clusters Score -555095.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -555118.125000 Penalty: 4208.088867
	Iteration 20F: 3 clusters Score -555118.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -555125.562500 Penalty: 4208.088867
	Iteration 21Q: 3 clusters Score -555125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -555130.375000 Penalty: 4208.088867
	Iteration 22Q: 3 clusters Score -555130.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -555133.625000 Penalty: 4208.088867
	Iteration 23Q: 3 clusters Score -555133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -555134.437500 Penalty: 4208.088867
	Iteration 24Q: 3 clusters Score -555134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -555134.437500 Penalty: 4208.088867
	Iteration 25F: 3 clusters Score -555134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 8138 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 16170 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 1891 members 
Entering Unmasked Estep 
Score: -133752160.000000 Penalty: 208014.765625
Splitting cluster 20 changes total score from -133753104.000000 to -133752160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (11024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Entering Unmasked Estep 
Score: -1268030.625000 Penalty: 2308.341797
	Iteration 0F: 2 clusters Score -1268031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1259674.375000 Penalty: 4616.683594
	Iteration 0F: 3 clusters Score -1259674 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1262215.750000 Penalty: 4616.683594
	Iteration 1F: 3 clusters Score -1262216 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1262556.625000 Penalty: 4616.683594
	Iteration 2F: 3 clusters Score -1262557 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1262876.375000 Penalty: 4616.683594
	Iteration 3F: 3 clusters Score -1262876 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1263265.375000 Penalty: 4616.683594
	Iteration 4Q: 3 clusters Score -1263265 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1263679.750000 Penalty: 4616.683594
	Iteration 5Q: 3 clusters Score -1263680 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1264110.750000 Penalty: 4616.683594
	Iteration 6F: 3 clusters Score -1264111 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1264553.000000 Penalty: 4616.683594
	Iteration 7F: 3 clusters Score -1264553 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1265055.000000 Penalty: 4616.683594
	Iteration 8F: 3 clusters Score -1265055 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1265563.625000 Penalty: 4616.683594
	Iteration 9F: 3 clusters Score -1265564 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1266101.625000 Penalty: 4616.683594
	Iteration 10F: 3 clusters Score -1266102 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1266597.000000 Penalty: 4616.683594
	Iteration 11F: 3 clusters Score -1266597 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1266994.000000 Penalty: 4616.683594
	Iteration 12Q: 3 clusters Score -1266994 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1267252.250000 Penalty: 4616.683594
	Iteration 13Q: 3 clusters Score -1267252 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1267463.000000 Penalty: 4616.683594
	Iteration 14Q: 3 clusters Score -1267463 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1267606.375000 Penalty: 4616.683594
	Iteration 15Q: 3 clusters Score -1267606 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1267717.625000 Penalty: 4616.683594
	Iteration 16Q: 3 clusters Score -1267718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1267780.375000 Penalty: 4616.683594
	Iteration 17Q: 3 clusters Score -1267780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1267825.125000 Penalty: 4616.683594
	Iteration 18Q: 3 clusters Score -1267825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1267851.250000 Penalty: 4616.683594
	Iteration 19Q: 3 clusters Score -1267851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1267865.000000 Penalty: 4616.683594
	Iteration 20F: 3 clusters Score -1267865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1267878.250000 Penalty: 4616.683594
	Iteration 21Q: 3 clusters Score -1267878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1267885.125000 Penalty: 4616.683594
	Iteration 22Q: 3 clusters Score -1267885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1267885.250000 Penalty: 4616.683594
	Iteration 23Q: 3 clusters Score -1267885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1267889.750000 Penalty: 4616.683594
	Iteration 24Q: 3 clusters Score -1267890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1267890.250000 Penalty: 4616.683594
	Iteration 25Q: 3 clusters Score -1267890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1267897.375000 Penalty: 4616.683594
	Iteration 26Q: 3 clusters Score -1267897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1267897.750000 Penalty: 4616.683594
	Iteration 27Q: 3 clusters Score -1267898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1267897.875000 Penalty: 4616.683594
	Iteration 28Q: 3 clusters Score -1267898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1267902.625000 Penalty: 4616.683594
	Iteration 29Q: 3 clusters Score -1267903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1267902.750000 Penalty: 4616.683594
	Iteration 30Q: 3 clusters Score -1267903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1267900.500000 Penalty: 4616.683594
	Iteration 31Q: 3 clusters Score -1267900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1267902.250000 Penalty: 4616.683594
	Iteration 32Q: 3 clusters Score -1267902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1267904.625000 Penalty: 4616.683594
	Iteration 33Q: 3 clusters Score -1267905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1267900.875000 Penalty: 4616.683594
	Iteration 34Q: 3 clusters Score -1267901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1267906.375000 Penalty: 4616.683594
	Iteration 35Q: 3 clusters Score -1267906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1267906.875000 Penalty: 4616.683594
	Iteration 36Q: 3 clusters Score -1267907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1267906.750000 Penalty: 4616.683594
	Iteration 37Q: 3 clusters Score -1267907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1267908.250000 Penalty: 4616.683594
	Iteration 38Q: 3 clusters Score -1267908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1267907.750000 Penalty: 4616.683594
	Iteration 39Q: 3 clusters Score -1267908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1267909.625000 Penalty: 4616.683594
	Iteration 40F: 3 clusters Score -1267910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1267909.750000 Penalty: 4616.683594
	Iteration 41Q: 3 clusters Score -1267910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1267911.500000 Penalty: 4616.683594
	Iteration 42Q: 3 clusters Score -1267912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1267910.875000 Penalty: 4616.683594
	Iteration 43Q: 3 clusters Score -1267911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1267910.250000 Penalty: 4616.683594
	Iteration 44Q: 3 clusters Score -1267910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1267910.875000 Penalty: 4616.683594
	Iteration 45Q: 3 clusters Score -1267911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1267910.500000 Penalty: 4616.683594
	Iteration 46Q: 3 clusters Score -1267910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1267909.750000 Penalty: 4616.683594
	Iteration 47Q: 3 clusters Score -1267910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1267909.000000 Penalty: 4616.683594
	Iteration 48Q: 3 clusters Score -1267909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1267910.375000 Penalty: 4616.683594
	Iteration 49Q: 3 clusters Score -1267910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1267912.250000 Penalty: 4616.683594
	Iteration 50Q: 3 clusters Score -1267912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1267912.000000 Penalty: 4616.683594
	Iteration 51Q: 3 clusters Score -1267912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1267915.750000 Penalty: 4616.683594
	Iteration 52Q: 3 clusters Score -1267916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1267914.125000 Penalty: 4616.683594
	Iteration 53Q: 3 clusters Score -1267914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1267914.125000 Penalty: 4616.683594
	Iteration 54F: 3 clusters Score -1267914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -752520.250000 Penalty: 2182.091553
	Iteration 0F: 2 clusters Score -752520.2 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 3234 members 
Entering Unmasked Estep 
Score: -747011.750000 Penalty: 4364.183105
	Iteration 0F: 3 clusters Score -747011.8 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -748477.375000 Penalty: 4364.183105
	Iteration 1F: 3 clusters Score -748477.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -748777.500000 Penalty: 4364.183105
	Iteration 2F: 3 clusters Score -748777.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -748991.687500 Penalty: 4364.183105
	Iteration 3F: 3 clusters Score -748991.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -749173.625000 Penalty: 4364.183105
	Iteration 4Q: 3 clusters Score -749173.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -749376.062500 Penalty: 4364.183105
	Iteration 5Q: 3 clusters Score -749376.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -749606.562500 Penalty: 4364.183105
	Iteration 6Q: 3 clusters Score -749606.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -749847.687500 Penalty: 4364.183105
	Iteration 7Q: 3 clusters Score -749847.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -750088.000000 Penalty: 4364.183105
	Iteration 8Q: 3 clusters Score -750088 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -750316.500000 Penalty: 4364.183105
	Iteration 9Q: 3 clusters Score -750316.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -750537.687500 Penalty: 4364.183105
	Iteration 10Q: 3 clusters Score -750537.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -750779.687500 Penalty: 4364.183105
	Iteration 11Q: 3 clusters Score -750779.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -750950.687500 Penalty: 4364.183105
	Iteration 12Q: 3 clusters Score -750950.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -751105.187500 Penalty: 4364.183105
	Iteration 13Q: 3 clusters Score -751105.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -751281.937500 Penalty: 4364.183105
	Iteration 14Q: 3 clusters Score -751281.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -751424.937500 Penalty: 4364.183105
	Iteration 15Q: 3 clusters Score -751424.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -751540.875000 Penalty: 4364.183105
	Iteration 16Q: 3 clusters Score -751540.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -751625.812500 Penalty: 4364.183105
	Iteration 17Q: 3 clusters Score -751625.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -751665.000000 Penalty: 4364.183105
	Iteration 18Q: 3 clusters Score -751665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -751698.312500 Penalty: 4364.183105
	Iteration 19Q: 3 clusters Score -751698.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -751713.437500 Penalty: 4364.183105
	Iteration 20F: 3 clusters Score -751713.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -751725.687500 Penalty: 4364.183105
	Iteration 21Q: 3 clusters Score -751725.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -751732.875000 Penalty: 4364.183105
	Iteration 22Q: 3 clusters Score -751732.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -751743.437500 Penalty: 4364.183105
	Iteration 23Q: 3 clusters Score -751743.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -751751.437500 Penalty: 4364.183105
	Iteration 24Q: 3 clusters Score -751751.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -751758.000000 Penalty: 4364.183105
	Iteration 25Q: 3 clusters Score -751758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -751765.375000 Penalty: 4364.183105
	Iteration 26Q: 3 clusters Score -751765.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -751779.562500 Penalty: 4364.183105
	Iteration 27Q: 3 clusters Score -751779.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -751792.750000 Penalty: 4364.183105
	Iteration 28Q: 3 clusters Score -751792.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -751805.812500 Penalty: 4364.183105
	Iteration 29Q: 3 clusters Score -751805.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -751814.000000 Penalty: 4364.183105
	Iteration 30Q: 3 clusters Score -751814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -751821.687500 Penalty: 4364.183105
	Iteration 31Q: 3 clusters Score -751821.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -751828.687500 Penalty: 4364.183105
	Iteration 32Q: 3 clusters Score -751828.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -751833.000000 Penalty: 4364.183105
	Iteration 33Q: 3 clusters Score -751833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -751839.875000 Penalty: 4364.183105
	Iteration 34Q: 3 clusters Score -751839.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -751845.000000 Penalty: 4364.183105
	Iteration 35Q: 3 clusters Score -751845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -751854.312500 Penalty: 4364.183105
	Iteration 36Q: 3 clusters Score -751854.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -751863.250000 Penalty: 4364.183105
	Iteration 37Q: 3 clusters Score -751863.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -751874.625000 Penalty: 4364.183105
	Iteration 38Q: 3 clusters Score -751874.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -751883.937500 Penalty: 4364.183105
	Iteration 39Q: 3 clusters Score -751883.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -751903.437500 Penalty: 4364.183105
	Iteration 40F: 3 clusters Score -751903.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -751923.875000 Penalty: 4364.183105
	Iteration 41Q: 3 clusters Score -751923.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -751938.687500 Penalty: 4364.183105
	Iteration 42Q: 3 clusters Score -751938.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -751952.312500 Penalty: 4364.183105
	Iteration 43Q: 3 clusters Score -751952.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -751962.812500 Penalty: 4364.183105
	Iteration 44Q: 3 clusters Score -751962.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -751970.500000 Penalty: 4364.183105
	Iteration 45Q: 3 clusters Score -751970.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -751972.562500 Penalty: 4364.183105
	Iteration 46Q: 3 clusters Score -751972.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -751983.750000 Penalty: 4364.183105
	Iteration 47Q: 3 clusters Score -751983.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -751990.125000 Penalty: 4364.183105
	Iteration 48Q: 3 clusters Score -751990.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -751996.812500 Penalty: 4364.183105
	Iteration 49Q: 3 clusters Score -751996.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -752005.375000 Penalty: 4364.183105
	Iteration 50Q: 3 clusters Score -752005.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -752012.375000 Penalty: 4364.183105
	Iteration 51Q: 3 clusters Score -752012.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -752017.312500 Penalty: 4364.183105
	Iteration 52Q: 3 clusters Score -752017.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -752028.812500 Penalty: 4364.183105
	Iteration 53Q: 3 clusters Score -752028.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -752039.937500 Penalty: 4364.183105
	Iteration 54Q: 3 clusters Score -752039.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -752049.750000 Penalty: 4364.183105
	Iteration 55Q: 3 clusters Score -752049.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -752064.687500 Penalty: 4364.183105
	Iteration 56Q: 3 clusters Score -752064.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -752089.625000 Penalty: 4364.183105
	Iteration 57Q: 3 clusters Score -752089.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -752118.500000 Penalty: 4364.183105
	Iteration 58Q: 3 clusters Score -752118.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -752149.625000 Penalty: 4364.183105
	Iteration 59Q: 3 clusters Score -752149.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -752183.125000 Penalty: 4364.183105
	Iteration 60F: 3 clusters Score -752183.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -752219.125000 Penalty: 4364.183105
	Iteration 61Q: 3 clusters Score -752219.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -752259.187500 Penalty: 4364.183105
	Iteration 62Q: 3 clusters Score -752259.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -752294.937500 Penalty: 4364.183105
	Iteration 63Q: 3 clusters Score -752294.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -752323.937500 Penalty: 4364.183105
	Iteration 64Q: 3 clusters Score -752323.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -752340.875000 Penalty: 4364.183105
	Iteration 65Q: 3 clusters Score -752340.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -752353.812500 Penalty: 4364.183105
	Iteration 66Q: 3 clusters Score -752353.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -752361.500000 Penalty: 4364.183105
	Iteration 67Q: 3 clusters Score -752361.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -752364.437500 Penalty: 4364.183105
	Iteration 68Q: 3 clusters Score -752364.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -752372.062500 Penalty: 4364.183105
	Iteration 69Q: 3 clusters Score -752372.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -752373.250000 Penalty: 4364.183105
	Iteration 70Q: 3 clusters Score -752373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -752374.000000 Penalty: 4364.183105
	Iteration 71Q: 3 clusters Score -752374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -752375.875000 Penalty: 4364.183105
	Iteration 72Q: 3 clusters Score -752375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -752376.875000 Penalty: 4364.183105
	Iteration 73Q: 3 clusters Score -752376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -752375.750000 Penalty: 4364.183105
	Iteration 74Q: 3 clusters Score -752375.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -752375.750000 Penalty: 4364.183105
	Iteration 75F: 3 clusters Score -752375.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -940639.375000 Penalty: 2233.066406
	Iteration 0F: 2 clusters Score -940639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -934167.375000 Penalty: 4466.132812
	Iteration 0F: 3 clusters Score -934167.4 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -936054.062500 Penalty: 4466.132812
	Iteration 1F: 3 clusters Score -936054.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -936490.125000 Penalty: 4466.132812
	Iteration 2F: 3 clusters Score -936490.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -937076.125000 Penalty: 4466.132812
	Iteration 3F: 3 clusters Score -937076.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -937998.875000 Penalty: 4466.132812
	Iteration 4F: 3 clusters Score -937998.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -939442.500000 Penalty: 4466.132812
	Iteration 5F: 3 clusters Score -939442.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -940719.500000 Penalty: 4466.132812
	Iteration 6F: 3 clusters Score -940719.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -941324.187500 Penalty: 4466.132812
	Iteration 7F: 3 clusters Score -941324.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -941567.500000 Penalty: 4466.132812
	Iteration 8Q: 3 clusters Score -941567.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -941687.500000 Penalty: 4466.132812
	Iteration 9Q: 3 clusters Score -941687.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -941761.812500 Penalty: 4466.132812
	Iteration 10Q: 3 clusters Score -941761.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -941811.312500 Penalty: 4466.132812
	Iteration 11Q: 3 clusters Score -941811.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -941867.125000 Penalty: 4466.132812
	Iteration 12Q: 3 clusters Score -941867.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -941924.250000 Penalty: 4466.132812
	Iteration 13Q: 3 clusters Score -941924.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -941993.812500 Penalty: 4466.132812
	Iteration 14Q: 3 clusters Score -941993.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -942071.312500 Penalty: 4466.132812
	Iteration 15Q: 3 clusters Score -942071.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -942162.687500 Penalty: 4466.132812
	Iteration 16Q: 3 clusters Score -942162.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -942250.687500 Penalty: 4466.132812
	Iteration 17Q: 3 clusters Score -942250.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -942329.500000 Penalty: 4466.132812
	Iteration 18Q: 3 clusters Score -942329.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -942406.187500 Penalty: 4466.132812
	Iteration 19Q: 3 clusters Score -942406.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -942468.875000 Penalty: 4466.132812
	Iteration 20F: 3 clusters Score -942468.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -942538.375000 Penalty: 4466.132812
	Iteration 21Q: 3 clusters Score -942538.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -942619.812500 Penalty: 4466.132812
	Iteration 22Q: 3 clusters Score -942619.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -942703.250000 Penalty: 4466.132812
	Iteration 23Q: 3 clusters Score -942703.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -942771.562500 Penalty: 4466.132812
	Iteration 24Q: 3 clusters Score -942771.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -942835.687500 Penalty: 4466.132812
	Iteration 25Q: 3 clusters Score -942835.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -942882.562500 Penalty: 4466.132812
	Iteration 26Q: 3 clusters Score -942882.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -942959.500000 Penalty: 4466.132812
	Iteration 27Q: 3 clusters Score -942959.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -943052.375000 Penalty: 4466.132812
	Iteration 28Q: 3 clusters Score -943052.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -943162.875000 Penalty: 4466.132812
	Iteration 29Q: 3 clusters Score -943162.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -943263.437500 Penalty: 4466.132812
	Iteration 30Q: 3 clusters Score -943263.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -943299.062500 Penalty: 4466.132812
	Iteration 31Q: 3 clusters Score -943299.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -943321.187500 Penalty: 4466.132812
	Iteration 32Q: 3 clusters Score -943321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -943321.562500 Penalty: 4466.132812
	Iteration 33Q: 3 clusters Score -943321.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -943326.062500 Penalty: 4466.132812
	Iteration 34Q: 3 clusters Score -943326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -943326.062500 Penalty: 4466.132812
	Iteration 35Q: 3 clusters Score -943326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -943330.437500 Penalty: 4466.132812
	Iteration 36F: 3 clusters Score -943330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -943331.187500 Penalty: 4466.132812
	Iteration 37Q: 3 clusters Score -943331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -943332.500000 Penalty: 4466.132812
	Iteration 38Q: 3 clusters Score -943332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -943332.500000 Penalty: 4466.132812
	Iteration 39F: 3 clusters Score -943332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 16170 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 2571 members 
Entering Unmasked Estep 
Score: -133754504.000000 Penalty: 208014.765625
Splitting cluster 23 changes total score from -133753104.000000 to -133754504.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 24 (11354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Entering Unmasked Estep 
Score: -1317519.625000 Penalty: 2315.656738
	Iteration 0F: 2 clusters Score -1317520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1308976.875000 Penalty: 4631.313477
	Iteration 0F: 3 clusters Score -1308977 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1311489.250000 Penalty: 4631.313477
	Iteration 1F: 3 clusters Score -1311489 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1311846.500000 Penalty: 4631.313477
	Iteration 2F: 3 clusters Score -1311846 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1312076.500000 Penalty: 4631.313477
	Iteration 3Q: 3 clusters Score -1312076 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1312287.250000 Penalty: 4631.313477
	Iteration 4Q: 3 clusters Score -1312287 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1312476.125000 Penalty: 4631.313477
	Iteration 5Q: 3 clusters Score -1312476 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1312653.250000 Penalty: 4631.313477
	Iteration 6Q: 3 clusters Score -1312653 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1312814.625000 Penalty: 4631.313477
	Iteration 7Q: 3 clusters Score -1312815 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1312977.500000 Penalty: 4631.313477
	Iteration 8Q: 3 clusters Score -1312978 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1313133.875000 Penalty: 4631.313477
	Iteration 9Q: 3 clusters Score -1313134 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1313314.375000 Penalty: 4631.313477
	Iteration 10Q: 3 clusters Score -1313314 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1313502.250000 Penalty: 4631.313477
	Iteration 11Q: 3 clusters Score -1313502 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1313660.750000 Penalty: 4631.313477
	Iteration 12Q: 3 clusters Score -1313661 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1313823.000000 Penalty: 4631.313477
	Iteration 13Q: 3 clusters Score -1313823 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1313968.250000 Penalty: 4631.313477
	Iteration 14Q: 3 clusters Score -1313968 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1314154.750000 Penalty: 4631.313477
	Iteration 15Q: 3 clusters Score -1314155 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1314362.000000 Penalty: 4631.313477
	Iteration 16Q: 3 clusters Score -1314362 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1314579.750000 Penalty: 4631.313477
	Iteration 17Q: 3 clusters Score -1314580 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1314776.875000 Penalty: 4631.313477
	Iteration 18Q: 3 clusters Score -1314777 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1314962.250000 Penalty: 4631.313477
	Iteration 19Q: 3 clusters Score -1314962 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1315116.875000 Penalty: 4631.313477
	Iteration 20F: 3 clusters Score -1315117 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1315252.625000 Penalty: 4631.313477
	Iteration 21Q: 3 clusters Score -1315253 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1315353.125000 Penalty: 4631.313477
	Iteration 22Q: 3 clusters Score -1315353 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1315437.375000 Penalty: 4631.313477
	Iteration 23Q: 3 clusters Score -1315437 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1315504.875000 Penalty: 4631.313477
	Iteration 24Q: 3 clusters Score -1315505 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1315569.625000 Penalty: 4631.313477
	Iteration 25Q: 3 clusters Score -1315570 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1315639.750000 Penalty: 4631.313477
	Iteration 26Q: 3 clusters Score -1315640 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1315693.625000 Penalty: 4631.313477
	Iteration 27Q: 3 clusters Score -1315694 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1315750.250000 Penalty: 4631.313477
	Iteration 28Q: 3 clusters Score -1315750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1315798.750000 Penalty: 4631.313477
	Iteration 29Q: 3 clusters Score -1315799 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1315841.750000 Penalty: 4631.313477
	Iteration 30Q: 3 clusters Score -1315842 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1315886.000000 Penalty: 4631.313477
	Iteration 31Q: 3 clusters Score -1315886 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1315919.000000 Penalty: 4631.313477
	Iteration 32Q: 3 clusters Score -1315919 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1315959.375000 Penalty: 4631.313477
	Iteration 33Q: 3 clusters Score -1315959 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1315992.250000 Penalty: 4631.313477
	Iteration 34Q: 3 clusters Score -1315992 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1316030.250000 Penalty: 4631.313477
	Iteration 35Q: 3 clusters Score -1316030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1316053.500000 Penalty: 4631.313477
	Iteration 36Q: 3 clusters Score -1316054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1316080.125000 Penalty: 4631.313477
	Iteration 37Q: 3 clusters Score -1316080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1316109.500000 Penalty: 4631.313477
	Iteration 38Q: 3 clusters Score -1316110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1316150.875000 Penalty: 4631.313477
	Iteration 39Q: 3 clusters Score -1316151 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1316191.875000 Penalty: 4631.313477
	Iteration 40F: 3 clusters Score -1316192 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1316233.875000 Penalty: 4631.313477
	Iteration 41Q: 3 clusters Score -1316234 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1316285.250000 Penalty: 4631.313477
	Iteration 42Q: 3 clusters Score -1316285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1316339.250000 Penalty: 4631.313477
	Iteration 43Q: 3 clusters Score -1316339 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1316424.625000 Penalty: 4631.313477
	Iteration 44Q: 3 clusters Score -1316425 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1316498.750000 Penalty: 4631.313477
	Iteration 45Q: 3 clusters Score -1316499 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1316551.125000 Penalty: 4631.313477
	Iteration 46Q: 3 clusters Score -1316551 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1316585.375000 Penalty: 4631.313477
	Iteration 47Q: 3 clusters Score -1316585 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1316616.500000 Penalty: 4631.313477
	Iteration 48Q: 3 clusters Score -1316616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1316634.500000 Penalty: 4631.313477
	Iteration 49Q: 3 clusters Score -1316634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1316647.625000 Penalty: 4631.313477
	Iteration 50Q: 3 clusters Score -1316648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1316660.500000 Penalty: 4631.313477
	Iteration 51Q: 3 clusters Score -1316660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1316668.250000 Penalty: 4631.313477
	Iteration 52Q: 3 clusters Score -1316668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1316676.750000 Penalty: 4631.313477
	Iteration 53Q: 3 clusters Score -1316677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1316680.125000 Penalty: 4631.313477
	Iteration 54Q: 3 clusters Score -1316680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1316686.500000 Penalty: 4631.313477
	Iteration 55Q: 3 clusters Score -1316686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1316688.500000 Penalty: 4631.313477
	Iteration 56Q: 3 clusters Score -1316688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1316689.000000 Penalty: 4631.313477
	Iteration 57Q: 3 clusters Score -1316689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1316691.750000 Penalty: 4631.313477
	Iteration 58Q: 3 clusters Score -1316692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1316691.125000 Penalty: 4631.313477
	Iteration 59Q: 3 clusters Score -1316691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1316694.125000 Penalty: 4631.313477
	Iteration 60F: 3 clusters Score -1316694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1316693.375000 Penalty: 4631.313477
	Iteration 61Q: 3 clusters Score -1316693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1316695.000000 Penalty: 4631.313477
	Iteration 62Q: 3 clusters Score -1316695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1316696.000000 Penalty: 4631.313477
	Iteration 63Q: 3 clusters Score -1316696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1316695.250000 Penalty: 4631.313477
	Iteration 64Q: 3 clusters Score -1316695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1316697.625000 Penalty: 4631.313477
	Iteration 65Q: 3 clusters Score -1316698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1316697.500000 Penalty: 4631.313477
	Iteration 66Q: 3 clusters Score -1316698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1316702.500000 Penalty: 4631.313477
	Iteration 67Q: 3 clusters Score -1316702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1316701.125000 Penalty: 4631.313477
	Iteration 68Q: 3 clusters Score -1316701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1316703.625000 Penalty: 4631.313477
	Iteration 69Q: 3 clusters Score -1316704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1316704.125000 Penalty: 4631.313477
	Iteration 70Q: 3 clusters Score -1316704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1316704.875000 Penalty: 4631.313477
	Iteration 71Q: 3 clusters Score -1316705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1316708.875000 Penalty: 4631.313477
	Iteration 72Q: 3 clusters Score -1316709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1316711.750000 Penalty: 4631.313477
	Iteration 73Q: 3 clusters Score -1316712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1316713.125000 Penalty: 4631.313477
	Iteration 74Q: 3 clusters Score -1316713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1316714.625000 Penalty: 4631.313477
	Iteration 75Q: 3 clusters Score -1316715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1316713.375000 Penalty: 4631.313477
	Iteration 76Q: 3 clusters Score -1316713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1316716.250000 Penalty: 4631.313477
	Iteration 77Q: 3 clusters Score -1316716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1316717.875000 Penalty: 4631.313477
	Iteration 78Q: 3 clusters Score -1316718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1316717.875000 Penalty: 4631.313477
	Iteration 79F: 3 clusters Score -1316718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Entering Unmasked Estep 
Score: -571466.812500 Penalty: 2112.809082
	Iteration 0F: 2 clusters Score -571466.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -566988.000000 Penalty: 4225.618164
	Iteration 0F: 3 clusters Score -566988 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -568211.875000 Penalty: 4225.618164
	Iteration 1F: 3 clusters Score -568211.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -568596.250000 Penalty: 4225.618164
	Iteration 2F: 3 clusters Score -568596.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -569013.000000 Penalty: 4225.618164
	Iteration 3F: 3 clusters Score -569013 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -569434.375000 Penalty: 4225.618164
	Iteration 4F: 3 clusters Score -569434.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -569804.687500 Penalty: 4225.618164
	Iteration 5F: 3 clusters Score -569804.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -570067.625000 Penalty: 4225.618164
	Iteration 6F: 3 clusters Score -570067.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -570217.937500 Penalty: 4225.618164
	Iteration 7Q: 3 clusters Score -570217.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -570306.625000 Penalty: 4225.618164
	Iteration 8Q: 3 clusters Score -570306.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -570357.562500 Penalty: 4225.618164
	Iteration 9Q: 3 clusters Score -570357.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -570397.437500 Penalty: 4225.618164
	Iteration 10Q: 3 clusters Score -570397.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -570439.500000 Penalty: 4225.618164
	Iteration 11Q: 3 clusters Score -570439.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -570489.500000 Penalty: 4225.618164
	Iteration 12Q: 3 clusters Score -570489.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -570549.125000 Penalty: 4225.618164
	Iteration 13Q: 3 clusters Score -570549.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -570606.687500 Penalty: 4225.618164
	Iteration 14Q: 3 clusters Score -570606.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -570659.750000 Penalty: 4225.618164
	Iteration 15Q: 3 clusters Score -570659.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -570707.687500 Penalty: 4225.618164
	Iteration 16Q: 3 clusters Score -570707.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -570745.312500 Penalty: 4225.618164
	Iteration 17Q: 3 clusters Score -570745.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -570774.750000 Penalty: 4225.618164
	Iteration 18Q: 3 clusters Score -570774.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -570804.812500 Penalty: 4225.618164
	Iteration 19Q: 3 clusters Score -570804.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -570831.375000 Penalty: 4225.618164
	Iteration 20F: 3 clusters Score -570831.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -570854.437500 Penalty: 4225.618164
	Iteration 21Q: 3 clusters Score -570854.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -570869.437500 Penalty: 4225.618164
	Iteration 22Q: 3 clusters Score -570869.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -570880.375000 Penalty: 4225.618164
	Iteration 23Q: 3 clusters Score -570880.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -570889.812500 Penalty: 4225.618164
	Iteration 24Q: 3 clusters Score -570889.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -570895.937500 Penalty: 4225.618164
	Iteration 25Q: 3 clusters Score -570895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -570899.875000 Penalty: 4225.618164
	Iteration 26Q: 3 clusters Score -570899.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -570905.625000 Penalty: 4225.618164
	Iteration 27Q: 3 clusters Score -570905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -570909.750000 Penalty: 4225.618164
	Iteration 28Q: 3 clusters Score -570909.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -570913.875000 Penalty: 4225.618164
	Iteration 29Q: 3 clusters Score -570913.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -570919.687500 Penalty: 4225.618164
	Iteration 30Q: 3 clusters Score -570919.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -570922.437500 Penalty: 4225.618164
	Iteration 31Q: 3 clusters Score -570922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -570926.562500 Penalty: 4225.618164
	Iteration 32Q: 3 clusters Score -570926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -570930.375000 Penalty: 4225.618164
	Iteration 33Q: 3 clusters Score -570930.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -570935.875000 Penalty: 4225.618164
	Iteration 34Q: 3 clusters Score -570935.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -570939.375000 Penalty: 4225.618164
	Iteration 35Q: 3 clusters Score -570939.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -570943.187500 Penalty: 4225.618164
	Iteration 36Q: 3 clusters Score -570943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -570944.250000 Penalty: 4225.618164
	Iteration 37Q: 3 clusters Score -570944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -570948.625000 Penalty: 4225.618164
	Iteration 38Q: 3 clusters Score -570948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -570950.687500 Penalty: 4225.618164
	Iteration 39Q: 3 clusters Score -570950.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -570954.125000 Penalty: 4225.618164
	Iteration 40F: 3 clusters Score -570954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -570957.750000 Penalty: 4225.618164
	Iteration 41Q: 3 clusters Score -570957.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -570965.437500 Penalty: 4225.618164
	Iteration 42Q: 3 clusters Score -570965.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -570970.437500 Penalty: 4225.618164
	Iteration 43Q: 3 clusters Score -570970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -570976.562500 Penalty: 4225.618164
	Iteration 44Q: 3 clusters Score -570976.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -570981.250000 Penalty: 4225.618164
	Iteration 45Q: 3 clusters Score -570981.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -570984.812500 Penalty: 4225.618164
	Iteration 46Q: 3 clusters Score -570984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -570987.812500 Penalty: 4225.618164
	Iteration 47Q: 3 clusters Score -570987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -570991.312500 Penalty: 4225.618164
	Iteration 48Q: 3 clusters Score -570991.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -570995.187500 Penalty: 4225.618164
	Iteration 49Q: 3 clusters Score -570995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -570996.562500 Penalty: 4225.618164
	Iteration 50Q: 3 clusters Score -570996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -570996.687500 Penalty: 4225.618164
	Iteration 51Q: 3 clusters Score -570996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -570997.687500 Penalty: 4225.618164
	Iteration 52Q: 3 clusters Score -570997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -570996.812500 Penalty: 4225.618164
	Iteration 53Q: 3 clusters Score -570996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -570998.875000 Penalty: 4225.618164
	Iteration 54Q: 3 clusters Score -570998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -570998.062500 Penalty: 4225.618164
	Iteration 55Q: 3 clusters Score -570998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -570999.687500 Penalty: 4225.618164
	Iteration 56Q: 3 clusters Score -570999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -571000.937500 Penalty: 4225.618164
	Iteration 57Q: 3 clusters Score -571000.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -571001.125000 Penalty: 4225.618164
	Iteration 58Q: 3 clusters Score -571001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -571002.375000 Penalty: 4225.618164
	Iteration 59Q: 3 clusters Score -571002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -571003.312500 Penalty: 4225.618164
	Iteration 60F: 3 clusters Score -571003.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (79974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Entering Unmasked Estep 
Score: -9387657.000000 Penalty: 2799.785400
	Iteration 0F: 2 clusters Score -9387657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -9334385.000000 Penalty: 5599.570801
	Iteration 0F: 3 clusters Score -9334385 nChanged 37430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -9355240.000000 Penalty: 5599.570801
	Iteration 1F: 3 clusters Score -9355240 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -9355901.000000 Penalty: 5599.570801
	Iteration 2Q: 3 clusters Score -9355901 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -9356777.000000 Penalty: 5599.570801
	Iteration 3Q: 3 clusters Score -9356777 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -9357895.000000 Penalty: 5599.570801
	Iteration 4Q: 3 clusters Score -9357895 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -9359282.000000 Penalty: 5599.570801
	Iteration 5Q: 3 clusters Score -9359282 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -9360919.000000 Penalty: 5599.570801
	Iteration 6F: 3 clusters Score -9360919 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -9362964.000000 Penalty: 5599.570801
	Iteration 7F: 3 clusters Score -9362964 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -9364985.000000 Penalty: 5599.570801
	Iteration 8F: 3 clusters Score -9364985 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -9367029.000000 Penalty: 5599.570801
	Iteration 9F: 3 clusters Score -9367029 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -9369059.000000 Penalty: 5599.570801
	Iteration 10F: 3 clusters Score -9369059 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -9371057.000000 Penalty: 5599.570801
	Iteration 11Q: 3 clusters Score -9371057 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -9373382.000000 Penalty: 5599.570801
	Iteration 12Q: 3 clusters Score -9373382 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -9375724.000000 Penalty: 5599.570801
	Iteration 13Q: 3 clusters Score -9375724 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -9378262.000000 Penalty: 5599.570801
	Iteration 14Q: 3 clusters Score -9378262 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -9380646.000000 Penalty: 5599.570801
	Iteration 15Q: 3 clusters Score -9380646 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -9382579.000000 Penalty: 5599.570801
	Iteration 16Q: 3 clusters Score -9382579 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -9383738.000000 Penalty: 5599.570801
	Iteration 17Q: 3 clusters Score -9383738 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -9384366.000000 Penalty: 5599.570801
	Iteration 18Q: 3 clusters Score -9384366 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -9384740.000000 Penalty: 5599.570801
	Iteration 19Q: 3 clusters Score -9384740 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -9384951.000000 Penalty: 5599.570801
	Iteration 20F: 3 clusters Score -9384951 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -9385084.000000 Penalty: 5599.570801
	Iteration 21Q: 3 clusters Score -9385084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -9385145.000000 Penalty: 5599.570801
	Iteration 22Q: 3 clusters Score -9385145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -9385178.000000 Penalty: 5599.570801
	Iteration 23Q: 3 clusters Score -9385178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -9385210.000000 Penalty: 5599.570801
	Iteration 24Q: 3 clusters Score -9385210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -9385229.000000 Penalty: 5599.570801
	Iteration 25Q: 3 clusters Score -9385229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -9385245.000000 Penalty: 5599.570801
	Iteration 26Q: 3 clusters Score -9385245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -9385252.000000 Penalty: 5599.570801
	Iteration 27Q: 3 clusters Score -9385252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -9385247.000000 Penalty: 5599.570801
	Iteration 28Q: 3 clusters Score -9385247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -9385259.000000 Penalty: 5599.570801
	Iteration 29Q: 3 clusters Score -9385259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -9385270.000000 Penalty: 5599.570801
	Iteration 30Q: 3 clusters Score -9385270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -9385286.000000 Penalty: 5599.570801
	Iteration 31Q: 3 clusters Score -9385286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -9385282.000000 Penalty: 5599.570801
	Iteration 32Q: 3 clusters Score -9385282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -9385287.000000 Penalty: 5599.570801
	Iteration 33Q: 3 clusters Score -9385287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -9385290.000000 Penalty: 5599.570801
	Iteration 34Q: 3 clusters Score -9385290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -9385286.000000 Penalty: 5599.570801
	Iteration 35Q: 3 clusters Score -9385286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -9385293.000000 Penalty: 5599.570801
	Iteration 36Q: 3 clusters Score -9385293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -9385297.000000 Penalty: 5599.570801
	Iteration 37Q: 3 clusters Score -9385297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -9385296.000000 Penalty: 5599.570801
	Iteration 38Q: 3 clusters Score -9385296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -9385296.000000 Penalty: 5599.570801
	Iteration 39F: 3 clusters Score -9385296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (101619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101619 members 
Entering Unmasked Estep 
Score: -11971949.000000 Penalty: 2859.188477
	Iteration 0F: 2 clusters Score -1.197195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -11904116.000000 Penalty: 5718.376953
	Iteration 0F: 3 clusters Score -1.190412e+07 nChanged 48069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -11931481.000000 Penalty: 5718.376953
	Iteration 1F: 3 clusters Score -1.193148e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -11932334.000000 Penalty: 5718.376953
	Iteration 2Q: 3 clusters Score -1.193233e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -11933375.000000 Penalty: 5718.376953
	Iteration 3Q: 3 clusters Score -1.193338e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -11935078.000000 Penalty: 5718.376953
	Iteration 4Q: 3 clusters Score -1.193508e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -11937826.000000 Penalty: 5718.376953
	Iteration 5F: 3 clusters Score -1.193783e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -11942611.000000 Penalty: 5718.376953
	Iteration 6F: 3 clusters Score -1.194261e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -11949806.000000 Penalty: 5718.376953
	Iteration 7F: 3 clusters Score -1.194981e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -11957578.000000 Penalty: 5718.376953
	Iteration 8F: 3 clusters Score -1.195758e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94979 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -11963685.000000 Penalty: 5718.376953
	Iteration 9F: 3 clusters Score -1.196368e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -11966969.000000 Penalty: 5718.376953
	Iteration 10Q: 3 clusters Score -1.196697e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100015 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11968369.000000 Penalty: 5718.376953
	Iteration 11Q: 3 clusters Score -1.196837e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100600 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11968935.000000 Penalty: 5718.376953
	Iteration 12Q: 3 clusters Score -1.196894e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11969186.000000 Penalty: 5718.376953
	Iteration 13Q: 3 clusters Score -1.196919e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -11969298.000000 Penalty: 5718.376953
	Iteration 14Q: 3 clusters Score -1.19693e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100970 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11969378.000000 Penalty: 5718.376953
	Iteration 15Q: 3 clusters Score -1.196938e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11969432.000000 Penalty: 5718.376953
	Iteration 16Q: 3 clusters Score -1.196943e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11969476.000000 Penalty: 5718.376953
	Iteration 17Q: 3 clusters Score -1.196948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11969509.000000 Penalty: 5718.376953
	Iteration 18Q: 3 clusters Score -1.196951e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11969522.000000 Penalty: 5718.376953
	Iteration 19Q: 3 clusters Score -1.196952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -11969532.000000 Penalty: 5718.376953
	Iteration 20F: 3 clusters Score -1.196953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11969551.000000 Penalty: 5718.376953
	Iteration 21Q: 3 clusters Score -1.196955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11969568.000000 Penalty: 5718.376953
	Iteration 22Q: 3 clusters Score -1.196957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11969567.000000 Penalty: 5718.376953
	Iteration 23Q: 3 clusters Score -1.196957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11969577.000000 Penalty: 5718.376953
	Iteration 24Q: 3 clusters Score -1.196958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11969577.000000 Penalty: 5718.376953
	Iteration 25Q: 3 clusters Score -1.196958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11969597.000000 Penalty: 5718.376953
	Iteration 26Q: 3 clusters Score -1.19696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11969605.000000 Penalty: 5718.376953
	Iteration 27Q: 3 clusters Score -1.19696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11969609.000000 Penalty: 5718.376953
	Iteration 28Q: 3 clusters Score -1.196961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11969608.000000 Penalty: 5718.376953
	Iteration 29Q: 3 clusters Score -1.196961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11969608.000000 Penalty: 5718.376953
	Iteration 30Q: 3 clusters Score -1.196961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11969600.000000 Penalty: 5718.376953
	Iteration 31Q: 3 clusters Score -1.19696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -11969606.000000 Penalty: 5718.376953
	Iteration 32Q: 3 clusters Score -1.196961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11969611.000000 Penalty: 5718.376953
	Iteration 33Q: 3 clusters Score -1.196961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11969608.000000 Penalty: 5718.376953
	Iteration 34Q: 3 clusters Score -1.196961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11969605.000000 Penalty: 5718.376953
	Iteration 35Q: 3 clusters Score -1.19696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11969605.000000 Penalty: 5718.376953
	Iteration 36F: 3 clusters Score -1.19696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Entering Unmasked Estep 
Score: -1916380.625000 Penalty: 2403.346436
	Iteration 0F: 2 clusters Score -1916381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1904754.125000 Penalty: 4806.692871
	Iteration 0F: 3 clusters Score -1904754 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1908595.375000 Penalty: 4806.692871
	Iteration 1F: 3 clusters Score -1908595 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1909016.625000 Penalty: 4806.692871
	Iteration 2F: 3 clusters Score -1909017 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1909357.375000 Penalty: 4806.692871
	Iteration 3F: 3 clusters Score -1909357 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1909689.625000 Penalty: 4806.692871
	Iteration 4Q: 3 clusters Score -1909690 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1910021.625000 Penalty: 4806.692871
	Iteration 5Q: 3 clusters Score -1910022 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1910343.125000 Penalty: 4806.692871
	Iteration 6Q: 3 clusters Score -1910343 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1910678.875000 Penalty: 4806.692871
	Iteration 7Q: 3 clusters Score -1910679 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1911163.500000 Penalty: 4806.692871
	Iteration 8Q: 3 clusters Score -1911164 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1911860.250000 Penalty: 4806.692871
	Iteration 9Q: 3 clusters Score -1911860 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1912699.500000 Penalty: 4806.692871
	Iteration 10F: 3 clusters Score -1912700 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1913493.125000 Penalty: 4806.692871
	Iteration 11F: 3 clusters Score -1913493 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1914177.625000 Penalty: 4806.692871
	Iteration 12F: 3 clusters Score -1914178 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1914763.750000 Penalty: 4806.692871
	Iteration 13Q: 3 clusters Score -1914764 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1915214.125000 Penalty: 4806.692871
	Iteration 14Q: 3 clusters Score -1915214 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1915555.875000 Penalty: 4806.692871
	Iteration 15Q: 3 clusters Score -1915556 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1915779.500000 Penalty: 4806.692871
	Iteration 16Q: 3 clusters Score -1915780 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1915924.625000 Penalty: 4806.692871
	Iteration 17Q: 3 clusters Score -1915925 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1916022.375000 Penalty: 4806.692871
	Iteration 18Q: 3 clusters Score -1916022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1916092.375000 Penalty: 4806.692871
	Iteration 19Q: 3 clusters Score -1916092 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1916128.500000 Penalty: 4806.692871
	Iteration 20F: 3 clusters Score -1916128 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1916149.875000 Penalty: 4806.692871
	Iteration 21Q: 3 clusters Score -1916150 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1916177.000000 Penalty: 4806.692871
	Iteration 22Q: 3 clusters Score -1916177 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1916204.375000 Penalty: 4806.692871
	Iteration 23Q: 3 clusters Score -1916204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1916224.875000 Penalty: 4806.692871
	Iteration 24Q: 3 clusters Score -1916225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1916237.750000 Penalty: 4806.692871
	Iteration 25Q: 3 clusters Score -1916238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1916249.750000 Penalty: 4806.692871
	Iteration 26Q: 3 clusters Score -1916250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1916268.625000 Penalty: 4806.692871
	Iteration 27Q: 3 clusters Score -1916269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1916275.875000 Penalty: 4806.692871
	Iteration 28Q: 3 clusters Score -1916276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1916291.125000 Penalty: 4806.692871
	Iteration 29Q: 3 clusters Score -1916291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1916303.750000 Penalty: 4806.692871
	Iteration 30Q: 3 clusters Score -1916304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1916314.750000 Penalty: 4806.692871
	Iteration 31Q: 3 clusters Score -1916315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1916321.750000 Penalty: 4806.692871
	Iteration 32Q: 3 clusters Score -1916322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1916327.375000 Penalty: 4806.692871
	Iteration 33Q: 3 clusters Score -1916327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1916327.250000 Penalty: 4806.692871
	Iteration 34Q: 3 clusters Score -1916327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1916339.375000 Penalty: 4806.692871
	Iteration 35Q: 3 clusters Score -1916339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1916346.375000 Penalty: 4806.692871
	Iteration 36Q: 3 clusters Score -1916346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1916352.750000 Penalty: 4806.692871
	Iteration 37Q: 3 clusters Score -1916353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1916356.125000 Penalty: 4806.692871
	Iteration 38Q: 3 clusters Score -1916356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1916354.875000 Penalty: 4806.692871
	Iteration 39Q: 3 clusters Score -1916355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1916359.250000 Penalty: 4806.692871
	Iteration 40F: 3 clusters Score -1916359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1916361.250000 Penalty: 4806.692871
	Iteration 41Q: 3 clusters Score -1916361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1916368.625000 Penalty: 4806.692871
	Iteration 42Q: 3 clusters Score -1916369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1916370.875000 Penalty: 4806.692871
	Iteration 43Q: 3 clusters Score -1916371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1916380.375000 Penalty: 4806.692871
	Iteration 44Q: 3 clusters Score -1916380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1916384.000000 Penalty: 4806.692871
	Iteration 45Q: 3 clusters Score -1916384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1916391.125000 Penalty: 4806.692871
	Iteration 46Q: 3 clusters Score -1916391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1916391.875000 Penalty: 4806.692871
	Iteration 47Q: 3 clusters Score -1916392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1916394.125000 Penalty: 4806.692871
	Iteration 48Q: 3 clusters Score -1916394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1916400.000000 Penalty: 4806.692871
	Iteration 49Q: 3 clusters Score -1916400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1916407.000000 Penalty: 4806.692871
	Iteration 50Q: 3 clusters Score -1916407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1916410.500000 Penalty: 4806.692871
	Iteration 51Q: 3 clusters Score -1916410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1916406.625000 Penalty: 4806.692871
	Iteration 52Q: 3 clusters Score -1916407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1916410.875000 Penalty: 4806.692871
	Iteration 53Q: 3 clusters Score -1916411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1916412.375000 Penalty: 4806.692871
	Iteration 54Q: 3 clusters Score -1916412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1916418.750000 Penalty: 4806.692871
	Iteration 55Q: 3 clusters Score -1916419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1916416.625000 Penalty: 4806.692871
	Iteration 56Q: 3 clusters Score -1916417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1916418.250000 Penalty: 4806.692871
	Iteration 57Q: 3 clusters Score -1916418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1916422.000000 Penalty: 4806.692871
	Iteration 58Q: 3 clusters Score -1916422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1916422.000000 Penalty: 4806.692871
	Iteration 59Q: 3 clusters Score -1916422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1916423.375000 Penalty: 4806.692871
	Iteration 60F: 3 clusters Score -1916423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1916422.500000 Penalty: 4806.692871
	Iteration 61Q: 3 clusters Score -1916422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1916422.625000 Penalty: 4806.692871
	Iteration 62Q: 3 clusters Score -1916423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1916423.625000 Penalty: 4806.692871
	Iteration 63Q: 3 clusters Score -1916424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1916419.125000 Penalty: 4806.692871
	Iteration 64Q: 3 clusters Score -1916419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1916419.125000 Penalty: 4806.692871
	Iteration 65F: 3 clusters Score -1916419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 2571 members 
Mstep: Class 61 contains 5666 members 
Entering Unmasked Estep 
Score: -133753320.000000 Penalty: 211481.671875
Splitting cluster 28 changes total score from -133753104.000000 to -133753320.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 29 (45710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Entering Unmasked Estep 
Score: -5354546.000000 Penalty: 2661.057861
	Iteration 0F: 2 clusters Score -5354546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -5323565.000000 Penalty: 5322.115723
	Iteration 0F: 3 clusters Score -5323565 nChanged 21098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5335393.500000 Penalty: 5322.115723
	Iteration 1F: 3 clusters Score -5335394 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -5336215.000000 Penalty: 5322.115723
	Iteration 2Q: 3 clusters Score -5336215 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -5337274.000000 Penalty: 5322.115723
	Iteration 3Q: 3 clusters Score -5337274 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5338845.000000 Penalty: 5322.115723
	Iteration 4F: 3 clusters Score -5338845 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -5340996.500000 Penalty: 5322.115723
	Iteration 5F: 3 clusters Score -5340996 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5343900.000000 Penalty: 5322.115723
	Iteration 6F: 3 clusters Score -5343900 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -5346939.000000 Penalty: 5322.115723
	Iteration 7F: 3 clusters Score -5346939 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -5349461.000000 Penalty: 5322.115723
	Iteration 8F: 3 clusters Score -5349461 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5351109.500000 Penalty: 5322.115723
	Iteration 9Q: 3 clusters Score -5351110 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5352147.000000 Penalty: 5322.115723
	Iteration 10Q: 3 clusters Score -5352147 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5352818.500000 Penalty: 5322.115723
	Iteration 11Q: 3 clusters Score -5352818 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5353141.000000 Penalty: 5322.115723
	Iteration 12Q: 3 clusters Score -5353141 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5353329.000000 Penalty: 5322.115723
	Iteration 13Q: 3 clusters Score -5353329 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5353439.000000 Penalty: 5322.115723
	Iteration 14Q: 3 clusters Score -5353439 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5353491.500000 Penalty: 5322.115723
	Iteration 15Q: 3 clusters Score -5353492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5353517.000000 Penalty: 5322.115723
	Iteration 16Q: 3 clusters Score -5353517 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5353546.000000 Penalty: 5322.115723
	Iteration 17Q: 3 clusters Score -5353546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5353552.000000 Penalty: 5322.115723
	Iteration 18Q: 3 clusters Score -5353552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5353556.500000 Penalty: 5322.115723
	Iteration 19Q: 3 clusters Score -5353556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5353562.500000 Penalty: 5322.115723
	Iteration 20F: 3 clusters Score -5353562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5353560.000000 Penalty: 5322.115723
	Iteration 21Q: 3 clusters Score -5353560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5353556.500000 Penalty: 5322.115723
	Iteration 22Q: 3 clusters Score -5353556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5353561.500000 Penalty: 5322.115723
	Iteration 23Q: 3 clusters Score -5353562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5353566.500000 Penalty: 5322.115723
	Iteration 24Q: 3 clusters Score -5353566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5353569.000000 Penalty: 5322.115723
	Iteration 25Q: 3 clusters Score -5353569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5353572.500000 Penalty: 5322.115723
	Iteration 26Q: 3 clusters Score -5353572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5353574.500000 Penalty: 5322.115723
	Iteration 27Q: 3 clusters Score -5353574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5353567.500000 Penalty: 5322.115723
	Iteration 28Q: 3 clusters Score -5353568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5353567.000000 Penalty: 5322.115723
	Iteration 29Q: 3 clusters Score -5353567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5353567.000000 Penalty: 5322.115723
	Iteration 30F: 3 clusters Score -5353567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -583763.375000 Penalty: 2062.987549
	Iteration 0F: 2 clusters Score -583763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -579888.687500 Penalty: 4125.975098
	Iteration 0F: 3 clusters Score -579888.7 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -581306.000000 Penalty: 4125.975098
	Iteration 1F: 3 clusters Score -581306 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -582263.562500 Penalty: 4125.975098
	Iteration 2F: 3 clusters Score -582263.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -583333.375000 Penalty: 4125.975098
	Iteration 3F: 3 clusters Score -583333.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -584043.375000 Penalty: 4125.975098
	Iteration 4F: 3 clusters Score -584043.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -584461.750000 Penalty: 4125.975098
	Iteration 5F: 3 clusters Score -584461.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -584744.312500 Penalty: 4125.975098
	Iteration 6Q: 3 clusters Score -584744.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -584899.812500 Penalty: 4125.975098
	Iteration 7Q: 3 clusters Score -584899.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -585001.375000 Penalty: 4125.975098
	Iteration 8Q: 3 clusters Score -585001.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -585075.312500 Penalty: 4125.975098
	Iteration 9Q: 3 clusters Score -585075.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -585144.000000 Penalty: 4125.975098
	Iteration 10Q: 3 clusters Score -585144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -585217.750000 Penalty: 4125.975098
	Iteration 11Q: 3 clusters Score -585217.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -585288.875000 Penalty: 4125.975098
	Iteration 12Q: 3 clusters Score -585288.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -585347.000000 Penalty: 4125.975098
	Iteration 13Q: 3 clusters Score -585347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -585398.312500 Penalty: 4125.975098
	Iteration 14Q: 3 clusters Score -585398.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -585428.812500 Penalty: 4125.975098
	Iteration 15Q: 3 clusters Score -585428.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -585457.875000 Penalty: 4125.975098
	Iteration 16Q: 3 clusters Score -585457.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -585496.000000 Penalty: 4125.975098
	Iteration 17Q: 3 clusters Score -585496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -585525.125000 Penalty: 4125.975098
	Iteration 18Q: 3 clusters Score -585525.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -585549.187500 Penalty: 4125.975098
	Iteration 19Q: 3 clusters Score -585549.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -585571.812500 Penalty: 4125.975098
	Iteration 20F: 3 clusters Score -585571.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -585595.750000 Penalty: 4125.975098
	Iteration 21Q: 3 clusters Score -585595.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -585621.625000 Penalty: 4125.975098
	Iteration 22Q: 3 clusters Score -585621.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -585641.937500 Penalty: 4125.975098
	Iteration 23Q: 3 clusters Score -585641.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -585662.687500 Penalty: 4125.975098
	Iteration 24Q: 3 clusters Score -585662.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -585687.312500 Penalty: 4125.975098
	Iteration 25Q: 3 clusters Score -585687.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -585737.500000 Penalty: 4125.975098
	Iteration 26Q: 3 clusters Score -585737.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -585802.687500 Penalty: 4125.975098
	Iteration 27Q: 3 clusters Score -585802.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -585855.937500 Penalty: 4125.975098
	Iteration 28Q: 3 clusters Score -585855.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -585917.937500 Penalty: 4125.975098
	Iteration 29Q: 3 clusters Score -585917.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -585984.125000 Penalty: 4125.975098
	Iteration 30Q: 3 clusters Score -585984.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -586055.875000 Penalty: 4125.975098
	Iteration 31Q: 3 clusters Score -586055.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -586153.187500 Penalty: 4125.975098
	Iteration 32Q: 3 clusters Score -586153.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -586258.000000 Penalty: 4125.975098
	Iteration 33Q: 3 clusters Score -586258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -586379.187500 Penalty: 4125.975098
	Iteration 34Q: 3 clusters Score -586379.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -586521.937500 Penalty: 4125.975098
	Iteration 35Q: 3 clusters Score -586521.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -586650.437500 Penalty: 4125.975098
	Iteration 36Q: 3 clusters Score -586650.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -586802.562500 Penalty: 4125.975098
	Iteration 37Q: 3 clusters Score -586802.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -587009.875000 Penalty: 4125.975098
	Iteration 38Q: 3 clusters Score -587009.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -587202.000000 Penalty: 4125.975098
	Iteration 39Q: 3 clusters Score -587202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -587443.500000 Penalty: 4125.975098
	Iteration 40F: 3 clusters Score -587443.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -587746.500000 Penalty: 4125.975098
	Iteration 41Q: 3 clusters Score -587746.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -587948.375000 Penalty: 4125.975098
	Iteration 42Q: 3 clusters Score -587948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -588022.437500 Penalty: 4125.975098
	Iteration 43Q: 3 clusters Score -588022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -588030.812500 Penalty: 4125.975098
	Iteration 44Q: 3 clusters Score -588030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -588037.937500 Penalty: 4125.975098
	Iteration 45Q: 3 clusters Score -588037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -588041.250000 Penalty: 4125.975098
	Iteration 46Q: 3 clusters Score -588041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -588044.062500 Penalty: 4125.975098
	Iteration 47Q: 3 clusters Score -588044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -588044.062500 Penalty: 4125.975098
	Iteration 48F: 3 clusters Score -588044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 2571 members 
Mstep: Class 61 contains 5666 members 
Mstep: Class 62 contains 3476 members 
Entering Unmasked Estep 
Score: -133756016.000000 Penalty: 214948.578125
Splitting cluster 30 changes total score from -133753104.000000 to -133756016.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 31 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -29670.621094 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -29670.62 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 154 members 
Entering Unmasked Estep 
Score: -28510.136719 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -28510.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28783.615234 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -28783.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28832.503906 Penalty: 2803.634521
	Iteration 2F: 3 clusters Score -28832.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28883.574219 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -28883.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28908.783203 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -28908.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28926.021484 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -28926.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28931.845703 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -28931.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28934.062500 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -28934.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28934.062500 Penalty: 2803.634521
	Iteration 8F: 3 clusters Score -28934.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -31377.357422 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -31377.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30133.470703 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -30133.47 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30448.439453 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -30448.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30611.468750 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -30611.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30755.845703 Penalty: 3046.450439
	Iteration 3F: 3 clusters Score -30755.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -30806.333984 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -30806.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30825.462891 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -30825.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -30847.755859 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -30847.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30862.283203 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -30862.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -30881.750000 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -30881.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30888.779297 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -30888.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30893.009766 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -30893.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30893.009766 Penalty: 3046.450439
	Iteration 11F: 3 clusters Score -30893.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -863604.500000 Penalty: 2247.911133
	Iteration 0F: 2 clusters Score -863604.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -856886.562500 Penalty: 4495.822266
	Iteration 0F: 3 clusters Score -856886.6 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -859229.750000 Penalty: 4495.822266
	Iteration 1F: 3 clusters Score -859229.8 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -859925.937500 Penalty: 4495.822266
	Iteration 2F: 3 clusters Score -859925.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -860544.687500 Penalty: 4495.822266
	Iteration 3F: 3 clusters Score -860544.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -861111.125000 Penalty: 4495.822266
	Iteration 4F: 3 clusters Score -861111.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -861633.000000 Penalty: 4495.822266
	Iteration 5F: 3 clusters Score -861633 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -862027.250000 Penalty: 4495.822266
	Iteration 6F: 3 clusters Score -862027.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -862332.437500 Penalty: 4495.822266
	Iteration 7Q: 3 clusters Score -862332.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -862533.375000 Penalty: 4495.822266
	Iteration 8Q: 3 clusters Score -862533.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -862662.687500 Penalty: 4495.822266
	Iteration 9Q: 3 clusters Score -862662.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -862749.500000 Penalty: 4495.822266
	Iteration 10Q: 3 clusters Score -862749.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -862809.187500 Penalty: 4495.822266
	Iteration 11Q: 3 clusters Score -862809.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -862844.812500 Penalty: 4495.822266
	Iteration 12Q: 3 clusters Score -862844.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -862866.937500 Penalty: 4495.822266
	Iteration 13Q: 3 clusters Score -862866.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -862887.250000 Penalty: 4495.822266
	Iteration 14Q: 3 clusters Score -862887.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -862900.437500 Penalty: 4495.822266
	Iteration 15Q: 3 clusters Score -862900.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -862911.187500 Penalty: 4495.822266
	Iteration 16Q: 3 clusters Score -862911.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -862920.875000 Penalty: 4495.822266
	Iteration 17Q: 3 clusters Score -862920.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -862927.812500 Penalty: 4495.822266
	Iteration 18Q: 3 clusters Score -862927.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -862931.562500 Penalty: 4495.822266
	Iteration 19Q: 3 clusters Score -862931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -862934.000000 Penalty: 4495.822266
	Iteration 20F: 3 clusters Score -862934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -862937.187500 Penalty: 4495.822266
	Iteration 21Q: 3 clusters Score -862937.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -862941.312500 Penalty: 4495.822266
	Iteration 22Q: 3 clusters Score -862941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -862945.750000 Penalty: 4495.822266
	Iteration 23Q: 3 clusters Score -862945.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -862946.250000 Penalty: 4495.822266
	Iteration 24Q: 3 clusters Score -862946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -862947.562500 Penalty: 4495.822266
	Iteration 25Q: 3 clusters Score -862947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -862946.750000 Penalty: 4495.822266
	Iteration 26Q: 3 clusters Score -862946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -862948.875000 Penalty: 4495.822266
	Iteration 27Q: 3 clusters Score -862948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -862948.875000 Penalty: 4495.822266
	Iteration 28F: 3 clusters Score -862948.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (36913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Entering Unmasked Estep 
Score: -4222950.000000 Penalty: 2608.047119
	Iteration 0F: 2 clusters Score -4222950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4197925.000000 Penalty: 5216.094238
	Iteration 0F: 3 clusters Score -4197925 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4207516.000000 Penalty: 5216.094238
	Iteration 1F: 3 clusters Score -4207516 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4208996.500000 Penalty: 5216.094238
	Iteration 2F: 3 clusters Score -4208996 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -4211111.000000 Penalty: 5216.094238
	Iteration 3F: 3 clusters Score -4211111 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4213458.500000 Penalty: 5216.094238
	Iteration 4F: 3 clusters Score -4213458 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4215438.000000 Penalty: 5216.094238
	Iteration 5F: 3 clusters Score -4215438 nChanged 2274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -4216754.500000 Penalty: 5216.094238
	Iteration 6F: 3 clusters Score -4216754 nChanged 1674
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4217539 nChanged 1285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4218105.500000 Penalty: 5216.094238
	Iteration 8Q: 3 clusters Score -4218106 nChanged 1111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4218594 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4219017.500000 Penalty: 5216.094238
	Iteration 10Q: 3 clusters Score -4219018 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4219394.000000 Penalty: 5216.094238
	Iteration 11Q: 3 clusters Score -4219394 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4219689 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4219907.500000 Penalty: 5216.094238
	Iteration 13Q: 3 clusters Score -4219908 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4220094.000000 Penalty: 5216.094238
	Iteration 14Q: 3 clusters Score -4220094 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4220171 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4220252.000000 Penalty: 5216.094238
	Iteration 16Q: 3 clusters Score -4220252 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4220299.500000 Penalty: 5216.094238
	Iteration 17Q: 3 clusters Score -4220300 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4220331.500000 Penalty: 5216.094238
	Iteration 18Q: 3 clusters Score -4220332 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4220352.000000 Penalty: 5216.094238
	Iteration 19Q: 3 clusters Score -4220352 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4220380.500000 Penalty: 5216.094238
	Iteration 20F: 3 clusters Score -4220380 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4220404.000000 Penalty: 5216.094238
	Iteration 21Q: 3 clusters Score -4220404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4220427.500000 Penalty: 5216.094238
	Iteration 22Q: 3 clusters Score -4220428 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4220444.500000 Penalty: 5216.094238
	Iteration 23Q: 3 clusters Score -4220444 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4220473.000000 Penalty: 5216.094238
	Iteration 24Q: 3 clusters Score -4220473 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4220495.000000 Penalty: 5216.094238
	Iteration 25Q: 3 clusters Score -4220495 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -4220522.500000 Penalty: 5216.094238
	Iteration 26Q: 3 clusters Score -4220522 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -4220546.000000 Penalty: 5216.094238
	Iteration 27Q: 3 clusters Score -4220546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4220561.000000 Penalty: 5216.094238
	Iteration 28Q: 3 clusters Score -4220561 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4220587.500000 Penalty: 5216.094238
	Iteration 29Q: 3 clusters Score -4220588 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4220604.500000 Penalty: 5216.094238
	Iteration 30Q: 3 clusters Score -4220604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4220630.500000 Penalty: 5216.094238
	Iteration 31Q: 3 clusters Score -4220630 nChanged 142
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Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4220665.000000 Penalty: 5216.094238
	Iteration 32Q: 3 clusters Score -4220665 nChanged 147
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Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4220669 nChanged 124
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Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -4220672.500000 Penalty: 5216.094238
	Iteration 34Q: 3 clusters Score -4220672 nChanged 122
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Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -4220684.000000 Penalty: 5216.094238
	Iteration 35Q: 3 clusters Score -4220684 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -4220693.000000 Penalty: 5216.094238
	Iteration 36Q: 3 clusters Score -4220693 nChanged 112
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Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -4220703.000000 Penalty: 5216.094238
	Iteration 37Q: 3 clusters Score -4220703 nChanged 108
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Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4220724 nChanged 105
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Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4220745 nChanged 112
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Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4220740.500000 Penalty: 5216.094238
	Iteration 40F: 3 clusters Score -4220740 nChanged 136
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Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4220766 nChanged 146
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Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -4220778.000000 Penalty: 5216.094238
	Iteration 42Q: 3 clusters Score -4220778 nChanged 136
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Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -4220819.000000 Penalty: 5216.094238
	Iteration 43Q: 3 clusters Score -4220819 nChanged 132
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Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -4220824.500000 Penalty: 5216.094238
	Iteration 44Q: 3 clusters Score -4220824 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -4220843.000000 Penalty: 5216.094238
	Iteration 45Q: 3 clusters Score -4220843 nChanged 153
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Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4220878.000000 Penalty: 5216.094238
	Iteration 46Q: 3 clusters Score -4220878 nChanged 169
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Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -4220906.500000 Penalty: 5216.094238
	Iteration 47Q: 3 clusters Score -4220906 nChanged 185
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Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -4220917.500000 Penalty: 5216.094238
	Iteration 48Q: 3 clusters Score -4220918 nChanged 197
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Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4220958.500000 Penalty: 5216.094238
	Iteration 49Q: 3 clusters Score -4220958 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4220986.500000 Penalty: 5216.094238
	Iteration 50Q: 3 clusters Score -4220986 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -4221005.500000 Penalty: 5216.094238
	Iteration 51Q: 3 clusters Score -4221006 nChanged 172
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Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -4221028.500000 Penalty: 5216.094238
	Iteration 52Q: 3 clusters Score -4221028 nChanged 162
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Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4221051.000000 Penalty: 5216.094238
	Iteration 53Q: 3 clusters Score -4221051 nChanged 164
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Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4221066 nChanged 189
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Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4221090 nChanged 195
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Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -4221133.500000 Penalty: 5216.094238
	Iteration 56Q: 3 clusters Score -4221134 nChanged 210
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Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4221172 nChanged 215
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Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4221208 nChanged 204
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Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4221256 nChanged 239
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Mstep: Class 1 contains 11249 members 
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Entering Unmasked Estep 
Score: -4221304.500000 Penalty: 5216.094238
	Iteration 60F: 3 clusters Score -4221304 nChanged 230
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Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4221355 nChanged 222
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Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4221399 nChanged 230
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Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4221445 nChanged 214
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Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4221498 nChanged 233
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Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4221544 nChanged 210
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Mstep: Class 1 contains 9916 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4221588 nChanged 208
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Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -4221629.000000 Penalty: 5216.094238
	Iteration 67Q: 3 clusters Score -4221629 nChanged 236
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Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -4221679.500000 Penalty: 5216.094238
	Iteration 68Q: 3 clusters Score -4221680 nChanged 235
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Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4221717.000000 Penalty: 5216.094238
	Iteration 69Q: 3 clusters Score -4221717 nChanged 215
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Mstep: Class 1 contains 9026 members 
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Entering Unmasked Estep 
Score: -4221769.500000 Penalty: 5216.094238
	Iteration 70Q: 3 clusters Score -4221770 nChanged 247
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Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -4221845.500000 Penalty: 5216.094238
	Iteration 71Q: 3 clusters Score -4221846 nChanged 267
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Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -4221907.500000 Penalty: 5216.094238
	Iteration 72Q: 3 clusters Score -4221908 nChanged 285
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Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -4221989.500000 Penalty: 5216.094238
	Iteration 73Q: 3 clusters Score -4221990 nChanged 249
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Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4222047.500000 Penalty: 5216.094238
	Iteration 74Q: 3 clusters Score -4222048 nChanged 252
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Mstep: Class 1 contains 7746 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4222109 nChanged 243
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Mstep: Class 1 contains 7505 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4222180 nChanged 248
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Mstep: Class 1 contains 7259 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4222263 nChanged 261
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Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -4222330.500000 Penalty: 5216.094238
	Iteration 78Q: 3 clusters Score -4222330 nChanged 242
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Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4222391 nChanged 245
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Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4222473 nChanged 225
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Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -4222520.500000 Penalty: 5216.094238
	Iteration 81Q: 3 clusters Score -4222520 nChanged 182
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Mstep: Class 1 contains 6140 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4222566 nChanged 175
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Mstep: Class 1 contains 5969 members 
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Entering Unmasked Estep 
Score: -4222602.500000 Penalty: 5216.094238
	Iteration 83Q: 3 clusters Score -4222602 nChanged 157
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Mstep: Class 1 contains 5820 members 
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Entering Unmasked Estep 
Score: -4222631.000000 Penalty: 5216.094238
	Iteration 84Q: 3 clusters Score -4222631 nChanged 142
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Mstep: Class 1 contains 5680 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4222658 nChanged 118
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4222680 nChanged 92
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Mstep: Class 1 contains 5488 members 
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Entering Unmasked Estep 
Score: -4222707.500000 Penalty: 5216.094238
	Iteration 87Q: 3 clusters Score -4222708 nChanged 85
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Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4222716.000000 Penalty: 5216.094238
	Iteration 88Q: 3 clusters Score -4222716 nChanged 60
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Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4222727 nChanged 55
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Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4222728 nChanged 56
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Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4222735.000000 Penalty: 5216.094238
	Iteration 91Q: 3 clusters Score -4222735 nChanged 47
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Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4222735 nChanged 32
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Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4222745 nChanged 33
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Mstep: Class 1 contains 5132 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4222747 nChanged 29
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	Iteration 95Q: 3 clusters Score -4222745 nChanged 31
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Mstep: Class 1 contains 5072 members 
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Entering Unmasked Estep 
Score: -4222749.500000 Penalty: 5216.094238
	Iteration 96Q: 3 clusters Score -4222750 nChanged 30
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Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4222750 nChanged 30
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Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4222748 nChanged 31
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Mstep: Class 1 contains 4983 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4222756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -4222764.500000 Penalty: 5216.094238
	Iteration 100F: 3 clusters Score -4222764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4222772.500000 Penalty: 5216.094238
	Iteration 101Q: 3 clusters Score -4222772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4222779.500000 Penalty: 5216.094238
	Iteration 102Q: 3 clusters Score -4222780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4222784.000000 Penalty: 5216.094238
	Iteration 103Q: 3 clusters Score -4222784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4222785.000000 Penalty: 5216.094238
	Iteration 104Q: 3 clusters Score -4222785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4222791.000000 Penalty: 5216.094238
	Iteration 105Q: 3 clusters Score -4222791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -4222799.000000 Penalty: 5216.094238
	Iteration 106Q: 3 clusters Score -4222799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4222796.000000 Penalty: 5216.094238
	Iteration 107Q: 3 clusters Score -4222796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -4222799.000000 Penalty: 5216.094238
	Iteration 108Q: 3 clusters Score -4222799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4222804.000000 Penalty: 5216.094238
	Iteration 109Q: 3 clusters Score -4222804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4222800.000000 Penalty: 5216.094238
	Iteration 110Q: 3 clusters Score -4222800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -4222803.000000 Penalty: 5216.094238
	Iteration 111Q: 3 clusters Score -4222803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -4222810.500000 Penalty: 5216.094238
	Iteration 112Q: 3 clusters Score -4222810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4222813.500000 Penalty: 5216.094238
	Iteration 113Q: 3 clusters Score -4222814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4222806.500000 Penalty: 5216.094238
	Iteration 114Q: 3 clusters Score -4222806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4222803.500000 Penalty: 5216.094238
	Iteration 115Q: 3 clusters Score -4222804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4222813.000000 Penalty: 5216.094238
	Iteration 116Q: 3 clusters Score -4222813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4222812.000000 Penalty: 5216.094238
	Iteration 117Q: 3 clusters Score -4222812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4222806.500000 Penalty: 5216.094238
	Iteration 118Q: 3 clusters Score -4222806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4222807.000000 Penalty: 5216.094238
	Iteration 119Q: 3 clusters Score -4222807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4222807.000000 Penalty: 5216.094238
	Iteration 120F: 3 clusters Score -4222807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4222802.500000 Penalty: 5216.094238
	Iteration 121Q: 3 clusters Score -4222802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4222801.000000 Penalty: 5216.094238
	Iteration 122Q: 3 clusters Score -4222801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -4222798.500000 Penalty: 5216.094238
	Iteration 123Q: 3 clusters Score -4222798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -4222802.000000 Penalty: 5216.094238
	Iteration 124Q: 3 clusters Score -4222802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4222803.500000 Penalty: 5216.094238
	Iteration 125Q: 3 clusters Score -4222804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4222803.500000 Penalty: 5216.094238
	Iteration 126Q: 3 clusters Score -4222804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4222804.000000 Penalty: 5216.094238
	Iteration 127Q: 3 clusters Score -4222804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4222804.000000 Penalty: 5216.094238
	Iteration 128F: 3 clusters Score -4222804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Entering Unmasked Estep 
Score: -465953.218750 Penalty: 2061.713867
	Iteration 0F: 2 clusters Score -465953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -462010.468750 Penalty: 4123.427734
	Iteration 0F: 3 clusters Score -462010.5 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -462835.312500 Penalty: 4123.427734
	Iteration 1F: 3 clusters Score -462835.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -463004.500000 Penalty: 4123.427734
	Iteration 2F: 3 clusters Score -463004.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -463118.250000 Penalty: 4123.427734
	Iteration 3Q: 3 clusters Score -463118.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -463207.281250 Penalty: 4123.427734
	Iteration 4Q: 3 clusters Score -463207.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -463278.500000 Penalty: 4123.427734
	Iteration 5Q: 3 clusters Score -463278.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -463331.781250 Penalty: 4123.427734
	Iteration 6Q: 3 clusters Score -463331.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -463393.468750 Penalty: 4123.427734
	Iteration 7Q: 3 clusters Score -463393.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -463478.875000 Penalty: 4123.427734
	Iteration 8Q: 3 clusters Score -463478.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -463581.031250 Penalty: 4123.427734
	Iteration 9Q: 3 clusters Score -463581 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -463738.187500 Penalty: 4123.427734
	Iteration 10Q: 3 clusters Score -463738.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -463946.968750 Penalty: 4123.427734
	Iteration 11Q: 3 clusters Score -463947 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -464255.875000 Penalty: 4123.427734
	Iteration 12F: 3 clusters Score -464255.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -464639.281250 Penalty: 4123.427734
	Iteration 13F: 3 clusters Score -464639.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -465006.156250 Penalty: 4123.427734
	Iteration 14F: 3 clusters Score -465006.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -465258.187500 Penalty: 4123.427734
	Iteration 15Q: 3 clusters Score -465258.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -465404.781250 Penalty: 4123.427734
	Iteration 16Q: 3 clusters Score -465404.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -465491.968750 Penalty: 4123.427734
	Iteration 17Q: 3 clusters Score -465492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -465552.281250 Penalty: 4123.427734
	Iteration 18Q: 3 clusters Score -465552.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -465593.812500 Penalty: 4123.427734
	Iteration 19Q: 3 clusters Score -465593.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -465626.125000 Penalty: 4123.427734
	Iteration 20F: 3 clusters Score -465626.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -465644.687500 Penalty: 4123.427734
	Iteration 21Q: 3 clusters Score -465644.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -465657.750000 Penalty: 4123.427734
	Iteration 22Q: 3 clusters Score -465657.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -465666.437500 Penalty: 4123.427734
	Iteration 23Q: 3 clusters Score -465666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -465669.125000 Penalty: 4123.427734
	Iteration 24Q: 3 clusters Score -465669.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -465669.125000 Penalty: 4123.427734
	Iteration 25F: 3 clusters Score -465669.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Entering Unmasked Estep 
Score: -1429632.625000 Penalty: 2335.160889
	Iteration 0F: 2 clusters Score -1429633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1420546.875000 Penalty: 4670.321777
	Iteration 0F: 3 clusters Score -1420547 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1423355.875000 Penalty: 4670.321777
	Iteration 1F: 3 clusters Score -1423356 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1423740.500000 Penalty: 4670.321777
	Iteration 2F: 3 clusters Score -1423740 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1424094.625000 Penalty: 4670.321777
	Iteration 3F: 3 clusters Score -1424095 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1424440.250000 Penalty: 4670.321777
	Iteration 4F: 3 clusters Score -1424440 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1424834.000000 Penalty: 4670.321777
	Iteration 5Q: 3 clusters Score -1424834 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1425272.750000 Penalty: 4670.321777
	Iteration 6F: 3 clusters Score -1425273 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1425675.375000 Penalty: 4670.321777
	Iteration 7F: 3 clusters Score -1425675 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1425997.000000 Penalty: 4670.321777
	Iteration 8Q: 3 clusters Score -1425997 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1426209.875000 Penalty: 4670.321777
	Iteration 9Q: 3 clusters Score -1426210 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1426354.625000 Penalty: 4670.321777
	Iteration 10Q: 3 clusters Score -1426355 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1426465.500000 Penalty: 4670.321777
	Iteration 11Q: 3 clusters Score -1426466 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1426564.750000 Penalty: 4670.321777
	Iteration 12Q: 3 clusters Score -1426565 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1426639.625000 Penalty: 4670.321777
	Iteration 13Q: 3 clusters Score -1426640 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1426719.000000 Penalty: 4670.321777
	Iteration 14Q: 3 clusters Score -1426719 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1426796.375000 Penalty: 4670.321777
	Iteration 15Q: 3 clusters Score -1426796 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1426871.000000 Penalty: 4670.321777
	Iteration 16Q: 3 clusters Score -1426871 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1426942.750000 Penalty: 4670.321777
	Iteration 17Q: 3 clusters Score -1426943 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1427012.125000 Penalty: 4670.321777
	Iteration 18Q: 3 clusters Score -1427012 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1427088.375000 Penalty: 4670.321777
	Iteration 19Q: 3 clusters Score -1427088 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1427167.875000 Penalty: 4670.321777
	Iteration 20F: 3 clusters Score -1427168 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1427253.125000 Penalty: 4670.321777
	Iteration 21Q: 3 clusters Score -1427253 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1427334.375000 Penalty: 4670.321777
	Iteration 22Q: 3 clusters Score -1427334 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1427423.625000 Penalty: 4670.321777
	Iteration 23Q: 3 clusters Score -1427424 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1427484.000000 Penalty: 4670.321777
	Iteration 24Q: 3 clusters Score -1427484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1427522.250000 Penalty: 4670.321777
	Iteration 25Q: 3 clusters Score -1427522 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1427560.000000 Penalty: 4670.321777
	Iteration 26Q: 3 clusters Score -1427560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1427584.375000 Penalty: 4670.321777
	Iteration 27Q: 3 clusters Score -1427584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1427611.125000 Penalty: 4670.321777
	Iteration 28Q: 3 clusters Score -1427611 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1427626.250000 Penalty: 4670.321777
	Iteration 29Q: 3 clusters Score -1427626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1427643.375000 Penalty: 4670.321777
	Iteration 30Q: 3 clusters Score -1427643 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1427659.750000 Penalty: 4670.321777
	Iteration 31Q: 3 clusters Score -1427660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1427670.000000 Penalty: 4670.321777
	Iteration 32Q: 3 clusters Score -1427670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1427679.125000 Penalty: 4670.321777
	Iteration 33Q: 3 clusters Score -1427679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1427688.375000 Penalty: 4670.321777
	Iteration 34Q: 3 clusters Score -1427688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1427695.625000 Penalty: 4670.321777
	Iteration 35Q: 3 clusters Score -1427696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1427695.625000 Penalty: 4670.321777
	Iteration 36Q: 3 clusters Score -1427696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1427703.375000 Penalty: 4670.321777
	Iteration 37Q: 3 clusters Score -1427703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1427704.000000 Penalty: 4670.321777
	Iteration 38Q: 3 clusters Score -1427704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1427703.875000 Penalty: 4670.321777
	Iteration 39Q: 3 clusters Score -1427704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1427709.000000 Penalty: 4670.321777
	Iteration 40F: 3 clusters Score -1427709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1427708.375000 Penalty: 4670.321777
	Iteration 41Q: 3 clusters Score -1427708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1427710.375000 Penalty: 4670.321777
	Iteration 42Q: 3 clusters Score -1427710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1427711.375000 Penalty: 4670.321777
	Iteration 43Q: 3 clusters Score -1427711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1427714.500000 Penalty: 4670.321777
	Iteration 44Q: 3 clusters Score -1427714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1427713.500000 Penalty: 4670.321777
	Iteration 45Q: 3 clusters Score -1427714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1427718.250000 Penalty: 4670.321777
	Iteration 46Q: 3 clusters Score -1427718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1427721.750000 Penalty: 4670.321777
	Iteration 47Q: 3 clusters Score -1427722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1427724.500000 Penalty: 4670.321777
	Iteration 48Q: 3 clusters Score -1427724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1427723.625000 Penalty: 4670.321777
	Iteration 49Q: 3 clusters Score -1427724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1427725.375000 Penalty: 4670.321777
	Iteration 50Q: 3 clusters Score -1427725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1427725.375000 Penalty: 4670.321777
	Iteration 51F: 3 clusters Score -1427725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Entering Unmasked Estep 
Score: -1433651.500000 Penalty: 2340.395264
	Iteration 0F: 2 clusters Score -1433652 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 6237 members 
Entering Unmasked Estep 
Score: -1424402.875000 Penalty: 4680.790527
	Iteration 0F: 3 clusters Score -1424403 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1427269.500000 Penalty: 4680.790527
	Iteration 1F: 3 clusters Score -1427270 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1427713.125000 Penalty: 4680.790527
	Iteration 2F: 3 clusters Score -1427713 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1428233.875000 Penalty: 4680.790527
	Iteration 3F: 3 clusters Score -1428234 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1428881.875000 Penalty: 4680.790527
	Iteration 4F: 3 clusters Score -1428882 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1429708.375000 Penalty: 4680.790527
	Iteration 5F: 3 clusters Score -1429708 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1430683.625000 Penalty: 4680.790527
	Iteration 6F: 3 clusters Score -1430684 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1431557.625000 Penalty: 4680.790527
	Iteration 7F: 3 clusters Score -1431558 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1432183.375000 Penalty: 4680.790527
	Iteration 8F: 3 clusters Score -1432183 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1432570.625000 Penalty: 4680.790527
	Iteration 9Q: 3 clusters Score -1432571 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1432792.750000 Penalty: 4680.790527
	Iteration 10Q: 3 clusters Score -1432793 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1432922.375000 Penalty: 4680.790527
	Iteration 11Q: 3 clusters Score -1432922 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1433001.875000 Penalty: 4680.790527
	Iteration 12Q: 3 clusters Score -1433002 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1433074.125000 Penalty: 4680.790527
	Iteration 13Q: 3 clusters Score -1433074 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1433137.875000 Penalty: 4680.790527
	Iteration 14Q: 3 clusters Score -1433138 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1433180.500000 Penalty: 4680.790527
	Iteration 15Q: 3 clusters Score -1433180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1433220.000000 Penalty: 4680.790527
	Iteration 16Q: 3 clusters Score -1433220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1433248.875000 Penalty: 4680.790527
	Iteration 17Q: 3 clusters Score -1433249 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1433276.625000 Penalty: 4680.790527
	Iteration 18Q: 3 clusters Score -1433277 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1433295.625000 Penalty: 4680.790527
	Iteration 19Q: 3 clusters Score -1433296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1433312.750000 Penalty: 4680.790527
	Iteration 20F: 3 clusters Score -1433313 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1433335.750000 Penalty: 4680.790527
	Iteration 21Q: 3 clusters Score -1433336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1433349.875000 Penalty: 4680.790527
	Iteration 22Q: 3 clusters Score -1433350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1433367.750000 Penalty: 4680.790527
	Iteration 23Q: 3 clusters Score -1433368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1433386.750000 Penalty: 4680.790527
	Iteration 24Q: 3 clusters Score -1433387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1433396.750000 Penalty: 4680.790527
	Iteration 25Q: 3 clusters Score -1433397 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1433412.500000 Penalty: 4680.790527
	Iteration 26Q: 3 clusters Score -1433412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1433423.375000 Penalty: 4680.790527
	Iteration 27Q: 3 clusters Score -1433423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1433430.500000 Penalty: 4680.790527
	Iteration 28Q: 3 clusters Score -1433430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1433442.625000 Penalty: 4680.790527
	Iteration 29Q: 3 clusters Score -1433443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1433437.125000 Penalty: 4680.790527
	Iteration 30Q: 3 clusters Score -1433437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1433443.750000 Penalty: 4680.790527
	Iteration 31Q: 3 clusters Score -1433444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1433446.250000 Penalty: 4680.790527
	Iteration 32Q: 3 clusters Score -1433446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1433447.125000 Penalty: 4680.790527
	Iteration 33Q: 3 clusters Score -1433447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1433445.875000 Penalty: 4680.790527
	Iteration 34Q: 3 clusters Score -1433446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1433443.500000 Penalty: 4680.790527
	Iteration 35Q: 3 clusters Score -1433444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1433444.750000 Penalty: 4680.790527
	Iteration 36Q: 3 clusters Score -1433445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1433447.250000 Penalty: 4680.790527
	Iteration 37Q: 3 clusters Score -1433447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1433446.500000 Penalty: 4680.790527
	Iteration 38Q: 3 clusters Score -1433446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1433447.500000 Penalty: 4680.790527
	Iteration 39Q: 3 clusters Score -1433448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1433447.750000 Penalty: 4680.790527
	Iteration 40F: 3 clusters Score -1433448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1433448.250000 Penalty: 4680.790527
	Iteration 41Q: 3 clusters Score -1433448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1433448.125000 Penalty: 4680.790527
	Iteration 42Q: 3 clusters Score -1433448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1433447.000000 Penalty: 4680.790527
	Iteration 43Q: 3 clusters Score -1433447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1433448.000000 Penalty: 4680.790527
	Iteration 44Q: 3 clusters Score -1433448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1433447.125000 Penalty: 4680.790527
	Iteration 45Q: 3 clusters Score -1433447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1433447.125000 Penalty: 4680.790527
	Iteration 46F: 3 clusters Score -1433447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Entering Unmasked Estep 
Score: -1253500.375000 Penalty: 2303.135986
	Iteration 0F: 2 clusters Score -1253500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1245378.625000 Penalty: 4606.271973
	Iteration 0F: 3 clusters Score -1245379 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1247758.625000 Penalty: 4606.271973
	Iteration 1F: 3 clusters Score -1247759 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1248065.250000 Penalty: 4606.271973
	Iteration 2F: 3 clusters Score -1248065 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1248272.750000 Penalty: 4606.271973
	Iteration 3Q: 3 clusters Score -1248273 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1248449.250000 Penalty: 4606.271973
	Iteration 4Q: 3 clusters Score -1248449 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1248648.375000 Penalty: 4606.271973
	Iteration 5Q: 3 clusters Score -1248648 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1248906.125000 Penalty: 4606.271973
	Iteration 6Q: 3 clusters Score -1248906 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1249249.250000 Penalty: 4606.271973
	Iteration 7Q: 3 clusters Score -1249249 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1249670.875000 Penalty: 4606.271973
	Iteration 8F: 3 clusters Score -1249671 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1250109.250000 Penalty: 4606.271973
	Iteration 9F: 3 clusters Score -1250109 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1250500.625000 Penalty: 4606.271973
	Iteration 10Q: 3 clusters Score -1250501 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1250795.125000 Penalty: 4606.271973
	Iteration 11Q: 3 clusters Score -1250795 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1251021.375000 Penalty: 4606.271973
	Iteration 12Q: 3 clusters Score -1251021 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1251173.000000 Penalty: 4606.271973
	Iteration 13Q: 3 clusters Score -1251173 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1251277.250000 Penalty: 4606.271973
	Iteration 14Q: 3 clusters Score -1251277 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1251347.125000 Penalty: 4606.271973
	Iteration 15Q: 3 clusters Score -1251347 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1251399.500000 Penalty: 4606.271973
	Iteration 16Q: 3 clusters Score -1251400 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1251440.000000 Penalty: 4606.271973
	Iteration 17Q: 3 clusters Score -1251440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1251462.625000 Penalty: 4606.271973
	Iteration 18Q: 3 clusters Score -1251463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1251480.875000 Penalty: 4606.271973
	Iteration 19Q: 3 clusters Score -1251481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1251499.000000 Penalty: 4606.271973
	Iteration 20F: 3 clusters Score -1251499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1251512.375000 Penalty: 4606.271973
	Iteration 21Q: 3 clusters Score -1251512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1251524.625000 Penalty: 4606.271973
	Iteration 22Q: 3 clusters Score -1251525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1251541.375000 Penalty: 4606.271973
	Iteration 23Q: 3 clusters Score -1251541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1251556.750000 Penalty: 4606.271973
	Iteration 24Q: 3 clusters Score -1251557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1251568.000000 Penalty: 4606.271973
	Iteration 25Q: 3 clusters Score -1251568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1251572.000000 Penalty: 4606.271973
	Iteration 26Q: 3 clusters Score -1251572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1251574.875000 Penalty: 4606.271973
	Iteration 27Q: 3 clusters Score -1251575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1251581.625000 Penalty: 4606.271973
	Iteration 28Q: 3 clusters Score -1251582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1251593.625000 Penalty: 4606.271973
	Iteration 29Q: 3 clusters Score -1251594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1251600.250000 Penalty: 4606.271973
	Iteration 30Q: 3 clusters Score -1251600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1251605.875000 Penalty: 4606.271973
	Iteration 31Q: 3 clusters Score -1251606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1251610.250000 Penalty: 4606.271973
	Iteration 32Q: 3 clusters Score -1251610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1251609.625000 Penalty: 4606.271973
	Iteration 33Q: 3 clusters Score -1251610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1251609.375000 Penalty: 4606.271973
	Iteration 34Q: 3 clusters Score -1251609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1251611.625000 Penalty: 4606.271973
	Iteration 35Q: 3 clusters Score -1251612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1251612.625000 Penalty: 4606.271973
	Iteration 36Q: 3 clusters Score -1251613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1251614.625000 Penalty: 4606.271973
	Iteration 37Q: 3 clusters Score -1251615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1251614.625000 Penalty: 4606.271973
	Iteration 38F: 3 clusters Score -1251615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -465207.781250 Penalty: 2060.555664
	Iteration 0F: 2 clusters Score -465207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -461320.531250 Penalty: 4121.111328
	Iteration 0F: 3 clusters Score -461320.5 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -462176.875000 Penalty: 4121.111328
	Iteration 1F: 3 clusters Score -462176.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -462370.437500 Penalty: 4121.111328
	Iteration 2F: 3 clusters Score -462370.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -462496.875000 Penalty: 4121.111328
	Iteration 3F: 3 clusters Score -462496.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -462603.718750 Penalty: 4121.111328
	Iteration 4Q: 3 clusters Score -462603.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -462698.656250 Penalty: 4121.111328
	Iteration 5Q: 3 clusters Score -462698.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -462804.500000 Penalty: 4121.111328
	Iteration 6Q: 3 clusters Score -462804.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -462913.812500 Penalty: 4121.111328
	Iteration 7Q: 3 clusters Score -462913.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -463010.812500 Penalty: 4121.111328
	Iteration 8Q: 3 clusters Score -463010.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -463106.250000 Penalty: 4121.111328
	Iteration 9Q: 3 clusters Score -463106.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -463204.031250 Penalty: 4121.111328
	Iteration 10Q: 3 clusters Score -463204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -463285.968750 Penalty: 4121.111328
	Iteration 11Q: 3 clusters Score -463286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -463360.156250 Penalty: 4121.111328
	Iteration 12Q: 3 clusters Score -463360.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -463416.531250 Penalty: 4121.111328
	Iteration 13Q: 3 clusters Score -463416.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -463445.625000 Penalty: 4121.111328
	Iteration 14Q: 3 clusters Score -463445.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -463462.843750 Penalty: 4121.111328
	Iteration 15Q: 3 clusters Score -463462.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -463473.656250 Penalty: 4121.111328
	Iteration 16Q: 3 clusters Score -463473.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -463488.281250 Penalty: 4121.111328
	Iteration 17Q: 3 clusters Score -463488.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -463501.406250 Penalty: 4121.111328
	Iteration 18Q: 3 clusters Score -463501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -463513.968750 Penalty: 4121.111328
	Iteration 19Q: 3 clusters Score -463514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -463524.281250 Penalty: 4121.111328
	Iteration 20F: 3 clusters Score -463524.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -463533.593750 Penalty: 4121.111328
	Iteration 21Q: 3 clusters Score -463533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -463539.750000 Penalty: 4121.111328
	Iteration 22Q: 3 clusters Score -463539.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -463545.875000 Penalty: 4121.111328
	Iteration 23Q: 3 clusters Score -463545.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -463554.031250 Penalty: 4121.111328
	Iteration 24Q: 3 clusters Score -463554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -463563.656250 Penalty: 4121.111328
	Iteration 25Q: 3 clusters Score -463563.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -463570.781250 Penalty: 4121.111328
	Iteration 26Q: 3 clusters Score -463570.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -463572.812500 Penalty: 4121.111328
	Iteration 27Q: 3 clusters Score -463572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -463575.406250 Penalty: 4121.111328
	Iteration 28Q: 3 clusters Score -463575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -463577.781250 Penalty: 4121.111328
	Iteration 29Q: 3 clusters Score -463577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -463578.437500 Penalty: 4121.111328
	Iteration 30Q: 3 clusters Score -463578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -463580.968750 Penalty: 4121.111328
	Iteration 31Q: 3 clusters Score -463581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -463582.437500 Penalty: 4121.111328
	Iteration 32Q: 3 clusters Score -463582.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -463583.843750 Penalty: 4121.111328
	Iteration 33Q: 3 clusters Score -463583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -463584.375000 Penalty: 4121.111328
	Iteration 34Q: 3 clusters Score -463584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -463586.656250 Penalty: 4121.111328
	Iteration 35Q: 3 clusters Score -463586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -463588.281250 Penalty: 4121.111328
	Iteration 36Q: 3 clusters Score -463588.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -463588.281250 Penalty: 4121.111328
	Iteration 37F: 3 clusters Score -463588.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -149881.218750 Penalty: 1735.856812
	Iteration 0F: 2 clusters Score -149881.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -148048.515625 Penalty: 3471.713623
	Iteration 0F: 3 clusters Score -148048.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -148974.046875 Penalty: 3471.713623
	Iteration 1F: 3 clusters Score -148974 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -149615.890625 Penalty: 3471.713623
	Iteration 2F: 3 clusters Score -149615.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -149848.515625 Penalty: 3471.713623
	Iteration 3F: 3 clusters Score -149848.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -149927.078125 Penalty: 3471.713623
	Iteration 4Q: 3 clusters Score -149927.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -150000.750000 Penalty: 3471.713623
	Iteration 5Q: 3 clusters Score -150000.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150071.765625 Penalty: 3471.713623
	Iteration 6Q: 3 clusters Score -150071.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -150139.609375 Penalty: 3471.713623
	Iteration 7Q: 3 clusters Score -150139.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -150172.718750 Penalty: 3471.713623
	Iteration 8Q: 3 clusters Score -150172.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -150197.453125 Penalty: 3471.713623
	Iteration 9Q: 3 clusters Score -150197.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -150222.484375 Penalty: 3471.713623
	Iteration 10Q: 3 clusters Score -150222.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -150234.906250 Penalty: 3471.713623
	Iteration 11Q: 3 clusters Score -150234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -150234.906250 Penalty: 3471.713623
	Iteration 12F: 3 clusters Score -150234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 2619 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 2571 members 
Mstep: Class 61 contains 5666 members 
Mstep: Class 62 contains 3476 members 
Mstep: Class 63 contains 697 members 
Entering Unmasked Estep 
Score: -133754584.000000 Penalty: 218415.500000
Splitting cluster 40 changes total score from -133753104.000000 to -133754584.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 41 (16747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Entering Unmasked Estep 
Score: -1953397.000000 Penalty: 2412.041504
	Iteration 0F: 2 clusters Score -1953397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1941362.125000 Penalty: 4824.083008
	Iteration 0F: 3 clusters Score -1941362 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1945371.375000 Penalty: 4824.083008
	Iteration 1F: 3 clusters Score -1945371 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1945777.000000 Penalty: 4824.083008
	Iteration 2F: 3 clusters Score -1945777 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1946165.750000 Penalty: 4824.083008
	Iteration 3Q: 3 clusters Score -1946166 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1946593.625000 Penalty: 4824.083008
	Iteration 4Q: 3 clusters Score -1946594 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1947159.000000 Penalty: 4824.083008
	Iteration 5F: 3 clusters Score -1947159 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1947858.625000 Penalty: 4824.083008
	Iteration 6F: 3 clusters Score -1947859 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1948641.875000 Penalty: 4824.083008
	Iteration 7F: 3 clusters Score -1948642 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1949395.000000 Penalty: 4824.083008
	Iteration 8F: 3 clusters Score -1949395 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1949996.250000 Penalty: 4824.083008
	Iteration 9F: 3 clusters Score -1949996 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1950419.750000 Penalty: 4824.083008
	Iteration 10Q: 3 clusters Score -1950420 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1950735.250000 Penalty: 4824.083008
	Iteration 11Q: 3 clusters Score -1950735 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1951012.250000 Penalty: 4824.083008
	Iteration 12Q: 3 clusters Score -1951012 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1951218.500000 Penalty: 4824.083008
	Iteration 13Q: 3 clusters Score -1951218 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1951442.500000 Penalty: 4824.083008
	Iteration 14Q: 3 clusters Score -1951442 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1951662.500000 Penalty: 4824.083008
	Iteration 15Q: 3 clusters Score -1951662 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1951862.625000 Penalty: 4824.083008
	Iteration 16Q: 3 clusters Score -1951863 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1952017.000000 Penalty: 4824.083008
	Iteration 17Q: 3 clusters Score -1952017 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1952148.750000 Penalty: 4824.083008
	Iteration 18Q: 3 clusters Score -1952149 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1952232.000000 Penalty: 4824.083008
	Iteration 19Q: 3 clusters Score -1952232 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1952268.875000 Penalty: 4824.083008
	Iteration 20F: 3 clusters Score -1952269 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1952287.000000 Penalty: 4824.083008
	Iteration 21Q: 3 clusters Score -1952287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1952298.500000 Penalty: 4824.083008
	Iteration 22Q: 3 clusters Score -1952298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1952302.125000 Penalty: 4824.083008
	Iteration 23Q: 3 clusters Score -1952302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1952310.250000 Penalty: 4824.083008
	Iteration 24Q: 3 clusters Score -1952310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1952310.375000 Penalty: 4824.083008
	Iteration 25Q: 3 clusters Score -1952310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1952310.750000 Penalty: 4824.083008
	Iteration 26Q: 3 clusters Score -1952311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1952314.000000 Penalty: 4824.083008
	Iteration 27Q: 3 clusters Score -1952314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1952312.125000 Penalty: 4824.083008
	Iteration 28Q: 3 clusters Score -1952312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1952318.250000 Penalty: 4824.083008
	Iteration 29Q: 3 clusters Score -1952318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1952316.125000 Penalty: 4824.083008
	Iteration 30Q: 3 clusters Score -1952316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1952316.875000 Penalty: 4824.083008
	Iteration 31Q: 3 clusters Score -1952317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1952319.875000 Penalty: 4824.083008
	Iteration 32Q: 3 clusters Score -1952320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1952318.750000 Penalty: 4824.083008
	Iteration 33Q: 3 clusters Score -1952319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1952317.125000 Penalty: 4824.083008
	Iteration 34Q: 3 clusters Score -1952317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1952318.375000 Penalty: 4824.083008
	Iteration 35Q: 3 clusters Score -1952318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1952317.375000 Penalty: 4824.083008
	Iteration 36Q: 3 clusters Score -1952317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1952320.250000 Penalty: 4824.083008
	Iteration 37Q: 3 clusters Score -1952320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1952318.500000 Penalty: 4824.083008
	Iteration 38Q: 3 clusters Score -1952318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1952320.875000 Penalty: 4824.083008
	Iteration 39Q: 3 clusters Score -1952321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1952320.875000 Penalty: 4824.083008
	Iteration 40F: 3 clusters Score -1952321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (20632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Entering Unmasked Estep 
Score: -2373990.500000 Penalty: 2463.780518
	Iteration 0F: 2 clusters Score -2373990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2359473.000000 Penalty: 4927.561035
	Iteration 0F: 3 clusters Score -2359473 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2364482.500000 Penalty: 4927.561035
	Iteration 1F: 3 clusters Score -2364482 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2364945.750000 Penalty: 4927.561035
	Iteration 2F: 3 clusters Score -2364946 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2365398.250000 Penalty: 4927.561035
	Iteration 3F: 3 clusters Score -2365398 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2365860.000000 Penalty: 4927.561035
	Iteration 4Q: 3 clusters Score -2365860 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2366368.250000 Penalty: 4927.561035
	Iteration 5Q: 3 clusters Score -2366368 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2366957.500000 Penalty: 4927.561035
	Iteration 6F: 3 clusters Score -2366958 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2367654.000000 Penalty: 4927.561035
	Iteration 7F: 3 clusters Score -2367654 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2368414.500000 Penalty: 4927.561035
	Iteration 8F: 3 clusters Score -2368414 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2369203.250000 Penalty: 4927.561035
	Iteration 9F: 3 clusters Score -2369203 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2369901.750000 Penalty: 4927.561035
	Iteration 10Q: 3 clusters Score -2369902 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2370452.500000 Penalty: 4927.561035
	Iteration 11Q: 3 clusters Score -2370452 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2370836.500000 Penalty: 4927.561035
	Iteration 12Q: 3 clusters Score -2370836 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2371088.750000 Penalty: 4927.561035
	Iteration 13Q: 3 clusters Score -2371089 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2371280.250000 Penalty: 4927.561035
	Iteration 14Q: 3 clusters Score -2371280 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2371453.000000 Penalty: 4927.561035
	Iteration 15Q: 3 clusters Score -2371453 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2371622.250000 Penalty: 4927.561035
	Iteration 16Q: 3 clusters Score -2371622 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2371817.750000 Penalty: 4927.561035
	Iteration 17Q: 3 clusters Score -2371818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2371961.250000 Penalty: 4927.561035
	Iteration 18Q: 3 clusters Score -2371961 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2372052.750000 Penalty: 4927.561035
	Iteration 19Q: 3 clusters Score -2372053 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2372101.250000 Penalty: 4927.561035
	Iteration 20F: 3 clusters Score -2372101 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2372142.250000 Penalty: 4927.561035
	Iteration 21Q: 3 clusters Score -2372142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2372168.000000 Penalty: 4927.561035
	Iteration 22Q: 3 clusters Score -2372168 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2372188.750000 Penalty: 4927.561035
	Iteration 23Q: 3 clusters Score -2372189 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2372208.250000 Penalty: 4927.561035
	Iteration 24Q: 3 clusters Score -2372208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2372218.750000 Penalty: 4927.561035
	Iteration 25Q: 3 clusters Score -2372219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2372229.250000 Penalty: 4927.561035
	Iteration 26Q: 3 clusters Score -2372229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2372232.250000 Penalty: 4927.561035
	Iteration 27Q: 3 clusters Score -2372232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2372237.500000 Penalty: 4927.561035
	Iteration 28Q: 3 clusters Score -2372238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2372239.750000 Penalty: 4927.561035
	Iteration 29Q: 3 clusters Score -2372240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2372244.500000 Penalty: 4927.561035
	Iteration 30Q: 3 clusters Score -2372244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2372248.000000 Penalty: 4927.561035
	Iteration 31Q: 3 clusters Score -2372248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2372251.000000 Penalty: 4927.561035
	Iteration 32Q: 3 clusters Score -2372251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2372255.000000 Penalty: 4927.561035
	Iteration 33Q: 3 clusters Score -2372255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2372257.250000 Penalty: 4927.561035
	Iteration 34Q: 3 clusters Score -2372257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2372259.500000 Penalty: 4927.561035
	Iteration 35Q: 3 clusters Score -2372260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2372265.750000 Penalty: 4927.561035
	Iteration 36Q: 3 clusters Score -2372266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2372265.500000 Penalty: 4927.561035
	Iteration 37Q: 3 clusters Score -2372266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2372267.000000 Penalty: 4927.561035
	Iteration 38Q: 3 clusters Score -2372267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2372269.000000 Penalty: 4927.561035
	Iteration 39Q: 3 clusters Score -2372269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2372269.500000 Penalty: 4927.561035
	Iteration 40F: 3 clusters Score -2372270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2372272.000000 Penalty: 4927.561035
	Iteration 41Q: 3 clusters Score -2372272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2372273.250000 Penalty: 4927.561035
	Iteration 42Q: 3 clusters Score -2372273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2372278.000000 Penalty: 4927.561035
	Iteration 43Q: 3 clusters Score -2372278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2372275.750000 Penalty: 4927.561035
	Iteration 44Q: 3 clusters Score -2372276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2372279.250000 Penalty: 4927.561035
	Iteration 45Q: 3 clusters Score -2372279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2372281.000000 Penalty: 4927.561035
	Iteration 46Q: 3 clusters Score -2372281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2372281.000000 Penalty: 4927.561035
	Iteration 47F: 3 clusters Score -2372281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -367733.531250 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -367733.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -364849.843750 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -364849.8 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -366319.281250 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -366319.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -367220.906250 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -367220.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -368270.593750 Penalty: 3903.791748
	Iteration 3F: 3 clusters Score -368270.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -368792.343750 Penalty: 3903.791748
	Iteration 4F: 3 clusters Score -368792.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -368988.281250 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -368988.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -369060.343750 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -369060.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -369083.656250 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -369083.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -369090.562500 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -369090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -369092.656250 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -369092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -369095.343750 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -369095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -369099.375000 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -369099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -369100.125000 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -369100.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -369100.125000 Penalty: 3903.791748
	Iteration 13F: 3 clusters Score -369100.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 1961 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 2571 members 
Mstep: Class 61 contains 5666 members 
Mstep: Class 62 contains 3476 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 658 members 
Entering Unmasked Estep 
Score: -133754536.000000 Penalty: 221882.406250
Splitting cluster 43 changes total score from -133753104.000000 to -133754536.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 44 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -67280.945312 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -67280.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65811.765625 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -65811.77 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66153.679688 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -66153.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66347.648438 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -66347.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66474.570312 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -66474.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66602.796875 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -66602.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66696.726562 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -66696.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66734.718750 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -66734.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66833.171875 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -66833.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66853.125000 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -66853.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66853.460938 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -66853.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66853.460938 Penalty: 3104.752441
	Iteration 10F: 3 clusters Score -66853.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -153701.828125 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -153701.8 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 581 members 
Entering Unmasked Estep 
Score: -151729.656250 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -151729.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -152406.953125 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -152407 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -152961.125000 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -152961.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -153308.187500 Penalty: 3492.105957
	Iteration 3F: 3 clusters Score -153308.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -153652.312500 Penalty: 3492.105957
	Iteration 4F: 3 clusters Score -153652.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -153892.453125 Penalty: 3492.105957
	Iteration 5F: 3 clusters Score -153892.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -154033.281250 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -154033.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -154084.750000 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -154084.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -154099.343750 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -154099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -154109.890625 Penalty: 3492.105957
	Iteration 9Q: 3 clusters Score -154109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -154111.375000 Penalty: 3492.105957
	Iteration 10Q: 3 clusters Score -154111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -154111.203125 Penalty: 3492.105957
	Iteration 11Q: 3 clusters Score -154111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -154111.203125 Penalty: 3492.105957
	Iteration 12F: 3 clusters Score -154111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 1961 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 471 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 2571 members 
Mstep: Class 61 contains 5666 members 
Mstep: Class 62 contains 3476 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 658 members 
Mstep: Class 65 contains 671 members 
Entering Unmasked Estep 
Score: -133753096.000000 Penalty: 225349.328125
Splitting cluster 45 changes total score from -133753104.000000 to -133753096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -50042.640625 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -50042.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48629.804688 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -48629.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49234.386719 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -49234.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49602.757812 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -49602.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50005.390625 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -50005.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50250.648438 Penalty: 3110.410156
	Iteration 4F: 3 clusters Score -50250.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50513.414062 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -50513.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50700.031250 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -50700.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50809.972656 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -50809.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50895.882812 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -50895.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50925.898438 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -50925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50925.898438 Penalty: 3110.410156
	Iteration 10F: 3 clusters Score -50925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 1961 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 237 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 2571 members 
Mstep: Class 61 contains 5666 members 
Mstep: Class 62 contains 3476 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 658 members 
Mstep: Class 65 contains 292 members 
Entering Unmasked Estep 
Score: -133753568.000000 Penalty: 225349.328125
Splitting cluster 46 changes total score from -133753104.000000 to -133753568.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 47 (6220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Entering Unmasked Estep 
Score: -744426.375000 Penalty: 2166.410156
	Iteration 0F: 2 clusters Score -744426.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -739216.625000 Penalty: 4332.820312
	Iteration 0F: 3 clusters Score -739216.6 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -740504.000000 Penalty: 4332.820312
	Iteration 1F: 3 clusters Score -740504 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -740713.625000 Penalty: 4332.820312
	Iteration 2F: 3 clusters Score -740713.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -740860.750000 Penalty: 4332.820312
	Iteration 3Q: 3 clusters Score -740860.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -741009.562500 Penalty: 4332.820312
	Iteration 4Q: 3 clusters Score -741009.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -741149.812500 Penalty: 4332.820312
	Iteration 5Q: 3 clusters Score -741149.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -741313.812500 Penalty: 4332.820312
	Iteration 6Q: 3 clusters Score -741313.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -741470.312500 Penalty: 4332.820312
	Iteration 7Q: 3 clusters Score -741470.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -741632.250000 Penalty: 4332.820312
	Iteration 8Q: 3 clusters Score -741632.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -741753.750000 Penalty: 4332.820312
	Iteration 9Q: 3 clusters Score -741753.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -741863.125000 Penalty: 4332.820312
	Iteration 10Q: 3 clusters Score -741863.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -741963.250000 Penalty: 4332.820312
	Iteration 11Q: 3 clusters Score -741963.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -742054.500000 Penalty: 4332.820312
	Iteration 12Q: 3 clusters Score -742054.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -742123.562500 Penalty: 4332.820312
	Iteration 13Q: 3 clusters Score -742123.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -742178.250000 Penalty: 4332.820312
	Iteration 14Q: 3 clusters Score -742178.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -742214.625000 Penalty: 4332.820312
	Iteration 15Q: 3 clusters Score -742214.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -742258.125000 Penalty: 4332.820312
	Iteration 16Q: 3 clusters Score -742258.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -742291.625000 Penalty: 4332.820312
	Iteration 17Q: 3 clusters Score -742291.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -742320.875000 Penalty: 4332.820312
	Iteration 18Q: 3 clusters Score -742320.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -742344.625000 Penalty: 4332.820312
	Iteration 19Q: 3 clusters Score -742344.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -742359.125000 Penalty: 4332.820312
	Iteration 20F: 3 clusters Score -742359.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -742369.000000 Penalty: 4332.820312
	Iteration 21Q: 3 clusters Score -742369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -742377.687500 Penalty: 4332.820312
	Iteration 22Q: 3 clusters Score -742377.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -742386.437500 Penalty: 4332.820312
	Iteration 23Q: 3 clusters Score -742386.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -742391.312500 Penalty: 4332.820312
	Iteration 24Q: 3 clusters Score -742391.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -742396.750000 Penalty: 4332.820312
	Iteration 25Q: 3 clusters Score -742396.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -742399.625000 Penalty: 4332.820312
	Iteration 26Q: 3 clusters Score -742399.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -742406.187500 Penalty: 4332.820312
	Iteration 27Q: 3 clusters Score -742406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -742410.500000 Penalty: 4332.820312
	Iteration 28Q: 3 clusters Score -742410.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -742411.750000 Penalty: 4332.820312
	Iteration 29Q: 3 clusters Score -742411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -742413.125000 Penalty: 4332.820312
	Iteration 30Q: 3 clusters Score -742413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -742414.125000 Penalty: 4332.820312
	Iteration 31Q: 3 clusters Score -742414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -742418.562500 Penalty: 4332.820312
	Iteration 32Q: 3 clusters Score -742418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -742419.750000 Penalty: 4332.820312
	Iteration 33Q: 3 clusters Score -742419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -742419.625000 Penalty: 4332.820312
	Iteration 34Q: 3 clusters Score -742419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -742419.875000 Penalty: 4332.820312
	Iteration 35Q: 3 clusters Score -742419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -742421.062500 Penalty: 4332.820312
	Iteration 36Q: 3 clusters Score -742421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -742419.375000 Penalty: 4332.820312
	Iteration 37Q: 3 clusters Score -742419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -742420.187500 Penalty: 4332.820312
	Iteration 38Q: 3 clusters Score -742420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -742421.687500 Penalty: 4332.820312
	Iteration 39Q: 3 clusters Score -742421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -742421.000000 Penalty: 4332.820312
	Iteration 40F: 3 clusters Score -742421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -742421.375000 Penalty: 4332.820312
	Iteration 41Q: 3 clusters Score -742421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -742422.687500 Penalty: 4332.820312
	Iteration 42Q: 3 clusters Score -742422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -742421.500000 Penalty: 4332.820312
	Iteration 43Q: 3 clusters Score -742421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -742421.500000 Penalty: 4332.820312
	Iteration 44F: 3 clusters Score -742421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (16640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Entering Unmasked Estep 
Score: -1750506.250000 Penalty: 2410.451904
	Iteration 0F: 2 clusters Score -1750506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1738646.875000 Penalty: 4820.903809
	Iteration 0F: 3 clusters Score -1738647 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1742664.125000 Penalty: 4820.903809
	Iteration 1F: 3 clusters Score -1742664 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1743267.375000 Penalty: 4820.903809
	Iteration 2F: 3 clusters Score -1743267 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1743783.375000 Penalty: 4820.903809
	Iteration 3F: 3 clusters Score -1743783 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1744246.875000 Penalty: 4820.903809
	Iteration 4F: 3 clusters Score -1744247 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1744694.250000 Penalty: 4820.903809
	Iteration 5F: 3 clusters Score -1744694 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1745094.875000 Penalty: 4820.903809
	Iteration 6Q: 3 clusters Score -1745095 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1745465.750000 Penalty: 4820.903809
	Iteration 7Q: 3 clusters Score -1745466 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1745857.875000 Penalty: 4820.903809
	Iteration 8Q: 3 clusters Score -1745858 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1746237.625000 Penalty: 4820.903809
	Iteration 9Q: 3 clusters Score -1746238 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1746598.250000 Penalty: 4820.903809
	Iteration 10Q: 3 clusters Score -1746598 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1746924.000000 Penalty: 4820.903809
	Iteration 11Q: 3 clusters Score -1746924 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1747176.125000 Penalty: 4820.903809
	Iteration 12Q: 3 clusters Score -1747176 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1747406.625000 Penalty: 4820.903809
	Iteration 13Q: 3 clusters Score -1747407 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1747582.000000 Penalty: 4820.903809
	Iteration 14Q: 3 clusters Score -1747582 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1747709.375000 Penalty: 4820.903809
	Iteration 15Q: 3 clusters Score -1747709 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1747807.875000 Penalty: 4820.903809
	Iteration 16Q: 3 clusters Score -1747808 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1747895.125000 Penalty: 4820.903809
	Iteration 17Q: 3 clusters Score -1747895 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1747971.875000 Penalty: 4820.903809
	Iteration 18Q: 3 clusters Score -1747972 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1748026.000000 Penalty: 4820.903809
	Iteration 19Q: 3 clusters Score -1748026 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1748078.375000 Penalty: 4820.903809
	Iteration 20F: 3 clusters Score -1748078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1748139.875000 Penalty: 4820.903809
	Iteration 21Q: 3 clusters Score -1748140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1748188.875000 Penalty: 4820.903809
	Iteration 22Q: 3 clusters Score -1748189 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1748236.250000 Penalty: 4820.903809
	Iteration 23Q: 3 clusters Score -1748236 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1748286.000000 Penalty: 4820.903809
	Iteration 24Q: 3 clusters Score -1748286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1748317.375000 Penalty: 4820.903809
	Iteration 25Q: 3 clusters Score -1748317 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1748340.000000 Penalty: 4820.903809
	Iteration 26Q: 3 clusters Score -1748340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1748365.375000 Penalty: 4820.903809
	Iteration 27Q: 3 clusters Score -1748365 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1748392.625000 Penalty: 4820.903809
	Iteration 28Q: 3 clusters Score -1748393 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1748421.375000 Penalty: 4820.903809
	Iteration 29Q: 3 clusters Score -1748421 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1748441.375000 Penalty: 4820.903809
	Iteration 30Q: 3 clusters Score -1748441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1748463.625000 Penalty: 4820.903809
	Iteration 31Q: 3 clusters Score -1748464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1748488.500000 Penalty: 4820.903809
	Iteration 32Q: 3 clusters Score -1748488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1748518.875000 Penalty: 4820.903809
	Iteration 33Q: 3 clusters Score -1748519 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1748547.375000 Penalty: 4820.903809
	Iteration 34Q: 3 clusters Score -1748547 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1748579.250000 Penalty: 4820.903809
	Iteration 35Q: 3 clusters Score -1748579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1748610.500000 Penalty: 4820.903809
	Iteration 36Q: 3 clusters Score -1748610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1748633.875000 Penalty: 4820.903809
	Iteration 37Q: 3 clusters Score -1748634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1748671.000000 Penalty: 4820.903809
	Iteration 38Q: 3 clusters Score -1748671 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1748707.375000 Penalty: 4820.903809
	Iteration 39Q: 3 clusters Score -1748707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1748743.750000 Penalty: 4820.903809
	Iteration 40F: 3 clusters Score -1748744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1748766.500000 Penalty: 4820.903809
	Iteration 41Q: 3 clusters Score -1748766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1748788.875000 Penalty: 4820.903809
	Iteration 42Q: 3 clusters Score -1748789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1748809.125000 Penalty: 4820.903809
	Iteration 43Q: 3 clusters Score -1748809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1748825.375000 Penalty: 4820.903809
	Iteration 44Q: 3 clusters Score -1748825 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1748839.500000 Penalty: 4820.903809
	Iteration 45Q: 3 clusters Score -1748840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1748857.125000 Penalty: 4820.903809
	Iteration 46Q: 3 clusters Score -1748857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1748866.250000 Penalty: 4820.903809
	Iteration 47Q: 3 clusters Score -1748866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1748874.750000 Penalty: 4820.903809
	Iteration 48Q: 3 clusters Score -1748875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1748890.875000 Penalty: 4820.903809
	Iteration 49Q: 3 clusters Score -1748891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1748896.750000 Penalty: 4820.903809
	Iteration 50Q: 3 clusters Score -1748897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1748907.250000 Penalty: 4820.903809
	Iteration 51Q: 3 clusters Score -1748907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1748912.375000 Penalty: 4820.903809
	Iteration 52Q: 3 clusters Score -1748912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1748918.375000 Penalty: 4820.903809
	Iteration 53Q: 3 clusters Score -1748918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1748927.000000 Penalty: 4820.903809
	Iteration 54Q: 3 clusters Score -1748927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1748928.375000 Penalty: 4820.903809
	Iteration 55Q: 3 clusters Score -1748928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1748931.625000 Penalty: 4820.903809
	Iteration 56Q: 3 clusters Score -1748932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1748935.375000 Penalty: 4820.903809
	Iteration 57Q: 3 clusters Score -1748935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1748934.500000 Penalty: 4820.903809
	Iteration 58Q: 3 clusters Score -1748934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1748941.000000 Penalty: 4820.903809
	Iteration 59Q: 3 clusters Score -1748941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1748943.875000 Penalty: 4820.903809
	Iteration 60F: 3 clusters Score -1748944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1748948.000000 Penalty: 4820.903809
	Iteration 61Q: 3 clusters Score -1748948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1748948.750000 Penalty: 4820.903809
	Iteration 62Q: 3 clusters Score -1748949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1748947.500000 Penalty: 4820.903809
	Iteration 63Q: 3 clusters Score -1748948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1748949.250000 Penalty: 4820.903809
	Iteration 64Q: 3 clusters Score -1748949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1748948.750000 Penalty: 4820.903809
	Iteration 65Q: 3 clusters Score -1748949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1748949.250000 Penalty: 4820.903809
	Iteration 66Q: 3 clusters Score -1748949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1748953.000000 Penalty: 4820.903809
	Iteration 67Q: 3 clusters Score -1748953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1748954.625000 Penalty: 4820.903809
	Iteration 68Q: 3 clusters Score -1748955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1748957.625000 Penalty: 4820.903809
	Iteration 69Q: 3 clusters Score -1748958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1748960.750000 Penalty: 4820.903809
	Iteration 70Q: 3 clusters Score -1748961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1748960.500000 Penalty: 4820.903809
	Iteration 71Q: 3 clusters Score -1748960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1748959.500000 Penalty: 4820.903809
	Iteration 72Q: 3 clusters Score -1748960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1748960.625000 Penalty: 4820.903809
	Iteration 73Q: 3 clusters Score -1748961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1748964.000000 Penalty: 4820.903809
	Iteration 74Q: 3 clusters Score -1748964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1748964.125000 Penalty: 4820.903809
	Iteration 75Q: 3 clusters Score -1748964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1748967.500000 Penalty: 4820.903809
	Iteration 76Q: 3 clusters Score -1748968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1748969.750000 Penalty: 4820.903809
	Iteration 77Q: 3 clusters Score -1748970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1748968.125000 Penalty: 4820.903809
	Iteration 78Q: 3 clusters Score -1748968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1748967.125000 Penalty: 4820.903809
	Iteration 79Q: 3 clusters Score -1748967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1748967.125000 Penalty: 4820.903809
	Iteration 80F: 3 clusters Score -1748967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Entering Unmasked Estep 
Score: -890468.312500 Penalty: 2221.398682
	Iteration 0F: 2 clusters Score -890468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -884187.187500 Penalty: 4442.797363
	Iteration 0F: 3 clusters Score -884187.2 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -885991.875000 Penalty: 4442.797363
	Iteration 1F: 3 clusters Score -885991.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -886460.437500 Penalty: 4442.797363
	Iteration 2F: 3 clusters Score -886460.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -886915.500000 Penalty: 4442.797363
	Iteration 3F: 3 clusters Score -886915.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -887360.812500 Penalty: 4442.797363
	Iteration 4F: 3 clusters Score -887360.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -887749.437500 Penalty: 4442.797363
	Iteration 5F: 3 clusters Score -887749.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -888091.812500 Penalty: 4442.797363
	Iteration 6F: 3 clusters Score -888091.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -888377.812500 Penalty: 4442.797363
	Iteration 7Q: 3 clusters Score -888377.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -888548.750000 Penalty: 4442.797363
	Iteration 8Q: 3 clusters Score -888548.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -888661.562500 Penalty: 4442.797363
	Iteration 9Q: 3 clusters Score -888661.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -888735.562500 Penalty: 4442.797363
	Iteration 10Q: 3 clusters Score -888735.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -888802.750000 Penalty: 4442.797363
	Iteration 11Q: 3 clusters Score -888802.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -888854.312500 Penalty: 4442.797363
	Iteration 12Q: 3 clusters Score -888854.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -888877.062500 Penalty: 4442.797363
	Iteration 13Q: 3 clusters Score -888877.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -888886.375000 Penalty: 4442.797363
	Iteration 14Q: 3 clusters Score -888886.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -888894.937500 Penalty: 4442.797363
	Iteration 15Q: 3 clusters Score -888894.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -888896.625000 Penalty: 4442.797363
	Iteration 16Q: 3 clusters Score -888896.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -888899.625000 Penalty: 4442.797363
	Iteration 17Q: 3 clusters Score -888899.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -888903.250000 Penalty: 4442.797363
	Iteration 18Q: 3 clusters Score -888903.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -888907.812500 Penalty: 4442.797363
	Iteration 19Q: 3 clusters Score -888907.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -888910.562500 Penalty: 4442.797363
	Iteration 20F: 3 clusters Score -888910.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -888911.937500 Penalty: 4442.797363
	Iteration 21Q: 3 clusters Score -888911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -888915.187500 Penalty: 4442.797363
	Iteration 22Q: 3 clusters Score -888915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -888916.125000 Penalty: 4442.797363
	Iteration 23Q: 3 clusters Score -888916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -888918.312500 Penalty: 4442.797363
	Iteration 24Q: 3 clusters Score -888918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -888916.125000 Penalty: 4442.797363
	Iteration 25Q: 3 clusters Score -888916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -888917.000000 Penalty: 4442.797363
	Iteration 26Q: 3 clusters Score -888917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -888915.687500 Penalty: 4442.797363
	Iteration 27Q: 3 clusters Score -888915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -888918.000000 Penalty: 4442.797363
	Iteration 28Q: 3 clusters Score -888918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -888917.875000 Penalty: 4442.797363
	Iteration 29Q: 3 clusters Score -888917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -888918.625000 Penalty: 4442.797363
	Iteration 30Q: 3 clusters Score -888918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -888916.937500 Penalty: 4442.797363
	Iteration 31Q: 3 clusters Score -888916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -888919.250000 Penalty: 4442.797363
	Iteration 32Q: 3 clusters Score -888919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -888920.187500 Penalty: 4442.797363
	Iteration 33Q: 3 clusters Score -888920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -888921.062500 Penalty: 4442.797363
	Iteration 34Q: 3 clusters Score -888921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -888920.625000 Penalty: 4442.797363
	Iteration 35Q: 3 clusters Score -888920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -888920.500000 Penalty: 4442.797363
	Iteration 36Q: 3 clusters Score -888920.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -888920.500000 Penalty: 4442.797363
	Iteration 37F: 3 clusters Score -888920.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Entering Unmasked Estep 
Score: -636052.000000 Penalty: 2136.666016
	Iteration 0F: 2 clusters Score -636052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -631194.687500 Penalty: 4273.332031
	Iteration 0F: 3 clusters Score -631194.7 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -632378.000000 Penalty: 4273.332031
	Iteration 1F: 3 clusters Score -632378 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -632591.875000 Penalty: 4273.332031
	Iteration 2F: 3 clusters Score -632591.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -632744.750000 Penalty: 4273.332031
	Iteration 3Q: 3 clusters Score -632744.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -632841.687500 Penalty: 4273.332031
	Iteration 4Q: 3 clusters Score -632841.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -632913.687500 Penalty: 4273.332031
	Iteration 5Q: 3 clusters Score -632913.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -633003.062500 Penalty: 4273.332031
	Iteration 6Q: 3 clusters Score -633003.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -633080.812500 Penalty: 4273.332031
	Iteration 7Q: 3 clusters Score -633080.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -633148.375000 Penalty: 4273.332031
	Iteration 8Q: 3 clusters Score -633148.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -633218.062500 Penalty: 4273.332031
	Iteration 9Q: 3 clusters Score -633218.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -633286.250000 Penalty: 4273.332031
	Iteration 10Q: 3 clusters Score -633286.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -633364.312500 Penalty: 4273.332031
	Iteration 11Q: 3 clusters Score -633364.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -633453.500000 Penalty: 4273.332031
	Iteration 12Q: 3 clusters Score -633453.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -633551.750000 Penalty: 4273.332031
	Iteration 13Q: 3 clusters Score -633551.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -633684.562500 Penalty: 4273.332031
	Iteration 14Q: 3 clusters Score -633684.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -633860.562500 Penalty: 4273.332031
	Iteration 15Q: 3 clusters Score -633860.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -634089.875000 Penalty: 4273.332031
	Iteration 16Q: 3 clusters Score -634089.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -634386.312500 Penalty: 4273.332031
	Iteration 17Q: 3 clusters Score -634386.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -634723.062500 Penalty: 4273.332031
	Iteration 18Q: 3 clusters Score -634723.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -634953.625000 Penalty: 4273.332031
	Iteration 19Q: 3 clusters Score -634953.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -635066.750000 Penalty: 4273.332031
	Iteration 20F: 3 clusters Score -635066.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -635148.187500 Penalty: 4273.332031
	Iteration 21Q: 3 clusters Score -635148.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -635216.187500 Penalty: 4273.332031
	Iteration 22Q: 3 clusters Score -635216.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -635277.937500 Penalty: 4273.332031
	Iteration 23Q: 3 clusters Score -635277.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -635335.000000 Penalty: 4273.332031
	Iteration 24Q: 3 clusters Score -635335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -635380.187500 Penalty: 4273.332031
	Iteration 25Q: 3 clusters Score -635380.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -635414.375000 Penalty: 4273.332031
	Iteration 26Q: 3 clusters Score -635414.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -635447.062500 Penalty: 4273.332031
	Iteration 27Q: 3 clusters Score -635447.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -635471.312500 Penalty: 4273.332031
	Iteration 28Q: 3 clusters Score -635471.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -635474.875000 Penalty: 4273.332031
	Iteration 29Q: 3 clusters Score -635474.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -635478.625000 Penalty: 4273.332031
	Iteration 30Q: 3 clusters Score -635478.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -635482.000000 Penalty: 4273.332031
	Iteration 31Q: 3 clusters Score -635482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -635483.312500 Penalty: 4273.332031
	Iteration 32Q: 3 clusters Score -635483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -635483.312500 Penalty: 4273.332031
	Iteration 33F: 3 clusters Score -635483.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (30113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Entering Unmasked Estep 
Score: -3508648.000000 Penalty: 2557.552734
	Iteration 0F: 2 clusters Score -3508648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3488187.750000 Penalty: 5115.105469
	Iteration 0F: 3 clusters Score -3488188 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3495939.250000 Penalty: 5115.105469
	Iteration 1F: 3 clusters Score -3495939 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3496605.750000 Penalty: 5115.105469
	Iteration 2F: 3 clusters Score -3496606 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3497317.750000 Penalty: 5115.105469
	Iteration 3F: 3 clusters Score -3497318 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3498034.000000 Penalty: 5115.105469
	Iteration 4Q: 3 clusters Score -3498034 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3498840.750000 Penalty: 5115.105469
	Iteration 5Q: 3 clusters Score -3498841 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -3499706.750000 Penalty: 5115.105469
	Iteration 6Q: 3 clusters Score -3499707 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -3500486.250000 Penalty: 5115.105469
	Iteration 7Q: 3 clusters Score -3500486 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3501233.000000 Penalty: 5115.105469
	Iteration 8Q: 3 clusters Score -3501233 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3501842.750000 Penalty: 5115.105469
	Iteration 9Q: 3 clusters Score -3501843 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3502331.250000 Penalty: 5115.105469
	Iteration 10Q: 3 clusters Score -3502331 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3502659.000000 Penalty: 5115.105469
	Iteration 11Q: 3 clusters Score -3502659 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3502872.000000 Penalty: 5115.105469
	Iteration 12Q: 3 clusters Score -3502872 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3503035.750000 Penalty: 5115.105469
	Iteration 13Q: 3 clusters Score -3503036 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3503180.000000 Penalty: 5115.105469
	Iteration 14Q: 3 clusters Score -3503180 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3503304.750000 Penalty: 5115.105469
	Iteration 15Q: 3 clusters Score -3503305 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3503470.750000 Penalty: 5115.105469
	Iteration 16Q: 3 clusters Score -3503471 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3503662.000000 Penalty: 5115.105469
	Iteration 17Q: 3 clusters Score -3503662 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3503881.500000 Penalty: 5115.105469
	Iteration 18Q: 3 clusters Score -3503882 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3504143.750000 Penalty: 5115.105469
	Iteration 19Q: 3 clusters Score -3504144 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3504425.000000 Penalty: 5115.105469
	Iteration 20F: 3 clusters Score -3504425 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3504674.500000 Penalty: 5115.105469
	Iteration 21Q: 3 clusters Score -3504674 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3504920.500000 Penalty: 5115.105469
	Iteration 22Q: 3 clusters Score -3504920 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3505133.000000 Penalty: 5115.105469
	Iteration 23Q: 3 clusters Score -3505133 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3505323.250000 Penalty: 5115.105469
	Iteration 24Q: 3 clusters Score -3505323 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3505465.000000 Penalty: 5115.105469
	Iteration 25Q: 3 clusters Score -3505465 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3505581.250000 Penalty: 5115.105469
	Iteration 26Q: 3 clusters Score -3505581 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3505712.000000 Penalty: 5115.105469
	Iteration 27Q: 3 clusters Score -3505712 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3505814.000000 Penalty: 5115.105469
	Iteration 28Q: 3 clusters Score -3505814 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3505938.000000 Penalty: 5115.105469
	Iteration 29Q: 3 clusters Score -3505938 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3506039.250000 Penalty: 5115.105469
	Iteration 30Q: 3 clusters Score -3506039 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3506123.000000 Penalty: 5115.105469
	Iteration 31Q: 3 clusters Score -3506123 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3506199.250000 Penalty: 5115.105469
	Iteration 32Q: 3 clusters Score -3506199 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3506271.000000 Penalty: 5115.105469
	Iteration 33Q: 3 clusters Score -3506271 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3506327.750000 Penalty: 5115.105469
	Iteration 34Q: 3 clusters Score -3506328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3506381.750000 Penalty: 5115.105469
	Iteration 35Q: 3 clusters Score -3506382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3506431.000000 Penalty: 5115.105469
	Iteration 36Q: 3 clusters Score -3506431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3506449.000000 Penalty: 5115.105469
	Iteration 37Q: 3 clusters Score -3506449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3506470.250000 Penalty: 5115.105469
	Iteration 38Q: 3 clusters Score -3506470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3506495.250000 Penalty: 5115.105469
	Iteration 39Q: 3 clusters Score -3506495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3506530.250000 Penalty: 5115.105469
	Iteration 40F: 3 clusters Score -3506530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3506551.750000 Penalty: 5115.105469
	Iteration 41Q: 3 clusters Score -3506552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3506553.250000 Penalty: 5115.105469
	Iteration 42Q: 3 clusters Score -3506553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3506576.750000 Penalty: 5115.105469
	Iteration 43Q: 3 clusters Score -3506577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3506586.250000 Penalty: 5115.105469
	Iteration 44Q: 3 clusters Score -3506586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3506603.750000 Penalty: 5115.105469
	Iteration 45Q: 3 clusters Score -3506604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3506598.500000 Penalty: 5115.105469
	Iteration 46Q: 3 clusters Score -3506598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3506612.000000 Penalty: 5115.105469
	Iteration 47Q: 3 clusters Score -3506612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3506614.750000 Penalty: 5115.105469
	Iteration 48Q: 3 clusters Score -3506615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3506620.500000 Penalty: 5115.105469
	Iteration 49Q: 3 clusters Score -3506620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3506621.750000 Penalty: 5115.105469
	Iteration 50Q: 3 clusters Score -3506622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3506624.250000 Penalty: 5115.105469
	Iteration 51Q: 3 clusters Score -3506624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3506628.500000 Penalty: 5115.105469
	Iteration 52Q: 3 clusters Score -3506628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3506628.500000 Penalty: 5115.105469
	Iteration 53Q: 3 clusters Score -3506628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3506629.250000 Penalty: 5115.105469
	Iteration 54Q: 3 clusters Score -3506629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3506629.500000 Penalty: 5115.105469
	Iteration 55Q: 3 clusters Score -3506630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3506630.750000 Penalty: 5115.105469
	Iteration 56Q: 3 clusters Score -3506631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3506633.000000 Penalty: 5115.105469
	Iteration 57Q: 3 clusters Score -3506633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3506638.500000 Penalty: 5115.105469
	Iteration 58Q: 3 clusters Score -3506638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3506638.000000 Penalty: 5115.105469
	Iteration 59Q: 3 clusters Score -3506638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3506644.500000 Penalty: 5115.105469
	Iteration 60F: 3 clusters Score -3506644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3506642.750000 Penalty: 5115.105469
	Iteration 61Q: 3 clusters Score -3506643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3506642.750000 Penalty: 5115.105469
	Iteration 62F: 3 clusters Score -3506643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Entering Unmasked Estep 
Score: -594407.312500 Penalty: 2067.246582
	Iteration 0F: 2 clusters Score -594407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -590526.375000 Penalty: 4134.493164
	Iteration 0F: 3 clusters Score -590526.4 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -592181.625000 Penalty: 4134.493164
	Iteration 1F: 3 clusters Score -592181.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -593010.312500 Penalty: 4134.493164
	Iteration 2F: 3 clusters Score -593010.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -593657.687500 Penalty: 4134.493164
	Iteration 3F: 3 clusters Score -593657.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -594187.250000 Penalty: 4134.493164
	Iteration 4F: 3 clusters Score -594187.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -594582.750000 Penalty: 4134.493164
	Iteration 5F: 3 clusters Score -594582.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -594829.062500 Penalty: 4134.493164
	Iteration 6Q: 3 clusters Score -594829.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -594935.562500 Penalty: 4134.493164
	Iteration 7Q: 3 clusters Score -594935.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -594981.187500 Penalty: 4134.493164
	Iteration 8Q: 3 clusters Score -594981.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -595011.937500 Penalty: 4134.493164
	Iteration 9Q: 3 clusters Score -595011.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -595037.125000 Penalty: 4134.493164
	Iteration 10Q: 3 clusters Score -595037.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -595059.062500 Penalty: 4134.493164
	Iteration 11Q: 3 clusters Score -595059.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -595074.875000 Penalty: 4134.493164
	Iteration 12Q: 3 clusters Score -595074.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -595085.062500 Penalty: 4134.493164
	Iteration 13Q: 3 clusters Score -595085.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -595090.375000 Penalty: 4134.493164
	Iteration 14Q: 3 clusters Score -595090.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -595094.562500 Penalty: 4134.493164
	Iteration 15Q: 3 clusters Score -595094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -595097.125000 Penalty: 4134.493164
	Iteration 16Q: 3 clusters Score -595097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -595098.375000 Penalty: 4134.493164
	Iteration 17Q: 3 clusters Score -595098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -595099.812500 Penalty: 4134.493164
	Iteration 18Q: 3 clusters Score -595099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -595098.750000 Penalty: 4134.493164
	Iteration 19Q: 3 clusters Score -595098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -595100.625000 Penalty: 4134.493164
	Iteration 20F: 3 clusters Score -595100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -595100.750000 Penalty: 4134.493164
	Iteration 21Q: 3 clusters Score -595100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -595102.437500 Penalty: 4134.493164
	Iteration 22Q: 3 clusters Score -595102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -595102.625000 Penalty: 4134.493164
	Iteration 23Q: 3 clusters Score -595102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -595104.062500 Penalty: 4134.493164
	Iteration 24Q: 3 clusters Score -595104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -595105.062500 Penalty: 4134.493164
	Iteration 25Q: 3 clusters Score -595105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -595105.625000 Penalty: 4134.493164
	Iteration 26Q: 3 clusters Score -595105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -595105.375000 Penalty: 4134.493164
	Iteration 27Q: 3 clusters Score -595105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -595106.875000 Penalty: 4134.493164
	Iteration 28Q: 3 clusters Score -595106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -595106.875000 Penalty: 4134.493164
	Iteration 29F: 3 clusters Score -595106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 1961 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 237 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 1668 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Mstep: Class 58 contains 24117 members 
Mstep: Class 59 contains 715 members 
Mstep: Class 60 contains 2571 members 
Mstep: Class 61 contains 5666 members 
Mstep: Class 62 contains 3476 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 658 members 
Mstep: Class 65 contains 292 members 
Mstep: Class 66 contains 2502 members 
Entering Unmasked Estep 
Score: -133752720.000000 Penalty: 228816.234375
Splitting cluster 52 changes total score from -133753104.000000 to -133752720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -16008.685547 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -16008.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15057.469727 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -15057.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15164.501953 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -15164.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15220.397461 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -15220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15237.647461 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -15237.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15244.278320 Penalty: 2547.355957
	Iteration 4Q: 3 clusters Score -15244.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15248.519531 Penalty: 2547.355957
	Iteration 5Q: 3 clusters Score -15248.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15248.519531 Penalty: 2547.355957
	Iteration 6F: 3 clusters Score -15248.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (9602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Entering Unmasked Estep 
Score: -1118249.125000 Penalty: 2274.092041
	Iteration 0F: 2 clusters Score -1118249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1110835.000000 Penalty: 4548.184082
	Iteration 0F: 3 clusters Score -1110835 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1112937.250000 Penalty: 4548.184082
	Iteration 1F: 3 clusters Score -1112937 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1113281.125000 Penalty: 4548.184082
	Iteration 2F: 3 clusters Score -1113281 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1113568.250000 Penalty: 4548.184082
	Iteration 3F: 3 clusters Score -1113568 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1113835.500000 Penalty: 4548.184082
	Iteration 4F: 3 clusters Score -1113836 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1114104.500000 Penalty: 4548.184082
	Iteration 5Q: 3 clusters Score -1114104 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1114410.500000 Penalty: 4548.184082
	Iteration 6Q: 3 clusters Score -1114410 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1114735.500000 Penalty: 4548.184082
	Iteration 7F: 3 clusters Score -1114736 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1115005.875000 Penalty: 4548.184082
	Iteration 8Q: 3 clusters Score -1115006 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1115223.625000 Penalty: 4548.184082
	Iteration 9Q: 3 clusters Score -1115224 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1115384.500000 Penalty: 4548.184082
	Iteration 10Q: 3 clusters Score -1115384 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1115502.750000 Penalty: 4548.184082
	Iteration 11Q: 3 clusters Score -1115503 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1115586.500000 Penalty: 4548.184082
	Iteration 12Q: 3 clusters Score -1115586 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1115658.625000 Penalty: 4548.184082
	Iteration 13Q: 3 clusters Score -1115659 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1115729.125000 Penalty: 4548.184082
	Iteration 14Q: 3 clusters Score -1115729 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1115786.375000 Penalty: 4548.184082
	Iteration 15Q: 3 clusters Score -1115786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1115838.125000 Penalty: 4548.184082
	Iteration 16Q: 3 clusters Score -1115838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1115876.000000 Penalty: 4548.184082
	Iteration 17Q: 3 clusters Score -1115876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1115905.000000 Penalty: 4548.184082
	Iteration 18Q: 3 clusters Score -1115905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1115935.375000 Penalty: 4548.184082
	Iteration 19Q: 3 clusters Score -1115935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1115954.750000 Penalty: 4548.184082
	Iteration 20F: 3 clusters Score -1115955 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1115976.125000 Penalty: 4548.184082
	Iteration 21Q: 3 clusters Score -1115976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1115996.375000 Penalty: 4548.184082
	Iteration 22Q: 3 clusters Score -1115996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1116019.625000 Penalty: 4548.184082
	Iteration 23Q: 3 clusters Score -1116020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1116039.625000 Penalty: 4548.184082
	Iteration 24Q: 3 clusters Score -1116040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1116054.375000 Penalty: 4548.184082
	Iteration 25Q: 3 clusters Score -1116054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1116072.875000 Penalty: 4548.184082
	Iteration 26Q: 3 clusters Score -1116073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1116087.375000 Penalty: 4548.184082
	Iteration 27Q: 3 clusters Score -1116087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1116103.750000 Penalty: 4548.184082
	Iteration 28Q: 3 clusters Score -1116104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1116121.250000 Penalty: 4548.184082
	Iteration 29Q: 3 clusters Score -1116121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1116139.500000 Penalty: 4548.184082
	Iteration 30Q: 3 clusters Score -1116140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1116165.625000 Penalty: 4548.184082
	Iteration 31Q: 3 clusters Score -1116166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1116184.875000 Penalty: 4548.184082
	Iteration 32Q: 3 clusters Score -1116185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1116212.500000 Penalty: 4548.184082
	Iteration 33Q: 3 clusters Score -1116212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1116229.625000 Penalty: 4548.184082
	Iteration 34Q: 3 clusters Score -1116230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1116246.500000 Penalty: 4548.184082
	Iteration 35Q: 3 clusters Score -1116246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1116258.000000 Penalty: 4548.184082
	Iteration 36Q: 3 clusters Score -1116258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1116264.875000 Penalty: 4548.184082
	Iteration 37Q: 3 clusters Score -1116265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1116272.375000 Penalty: 4548.184082
	Iteration 38Q: 3 clusters Score -1116272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1116279.000000 Penalty: 4548.184082
	Iteration 39Q: 3 clusters Score -1116279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1116286.375000 Penalty: 4548.184082
	Iteration 40F: 3 clusters Score -1116286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1116287.250000 Penalty: 4548.184082
	Iteration 41Q: 3 clusters Score -1116287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1116288.750000 Penalty: 4548.184082
	Iteration 42Q: 3 clusters Score -1116289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1116293.125000 Penalty: 4548.184082
	Iteration 43Q: 3 clusters Score -1116293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1116294.625000 Penalty: 4548.184082
	Iteration 44Q: 3 clusters Score -1116295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1116296.250000 Penalty: 4548.184082
	Iteration 45Q: 3 clusters Score -1116296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1116299.000000 Penalty: 4548.184082
	Iteration 46Q: 3 clusters Score -1116299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1116299.500000 Penalty: 4548.184082
	Iteration 47Q: 3 clusters Score -1116300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1116298.125000 Penalty: 4548.184082
	Iteration 48Q: 3 clusters Score -1116298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1116298.125000 Penalty: 4548.184082
	Iteration 49F: 3 clusters Score -1116298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (33986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Entering Unmasked Estep 
Score: -3962215.250000 Penalty: 2587.558594
	Iteration 0F: 2 clusters Score -3962215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3938940.000000 Penalty: 5175.117188
	Iteration 0F: 3 clusters Score -3938940 nChanged 15538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3947741.000000 Penalty: 5175.117188
	Iteration 1F: 3 clusters Score -3947741 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -3948723.500000 Penalty: 5175.117188
	Iteration 2F: 3 clusters Score -3948724 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3950035.250000 Penalty: 5175.117188
	Iteration 3F: 3 clusters Score -3950035 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3951751.250000 Penalty: 5175.117188
	Iteration 4F: 3 clusters Score -3951751 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3953758.250000 Penalty: 5175.117188
	Iteration 5F: 3 clusters Score -3953758 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3956060.000000 Penalty: 5175.117188
	Iteration 6F: 3 clusters Score -3956060 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3958232.250000 Penalty: 5175.117188
	Iteration 7F: 3 clusters Score -3958232 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3959872.750000 Penalty: 5175.117188
	Iteration 8F: 3 clusters Score -3959873 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3960816.000000 Penalty: 5175.117188
	Iteration 9Q: 3 clusters Score -3960816 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3961212.250000 Penalty: 5175.117188
	Iteration 10Q: 3 clusters Score -3961212 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3961392.250000 Penalty: 5175.117188
	Iteration 11Q: 3 clusters Score -3961392 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3961463.000000 Penalty: 5175.117188
	Iteration 12Q: 3 clusters Score -3961463 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3961510.500000 Penalty: 5175.117188
	Iteration 13Q: 3 clusters Score -3961510 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3961564.250000 Penalty: 5175.117188
	Iteration 14Q: 3 clusters Score -3961564 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3961582.000000 Penalty: 5175.117188
	Iteration 15Q: 3 clusters Score -3961582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3961599.250000 Penalty: 5175.117188
	Iteration 16Q: 3 clusters Score -3961599 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3961602.500000 Penalty: 5175.117188
	Iteration 17Q: 3 clusters Score -3961602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3961592.500000 Penalty: 5175.117188
	Iteration 18Q: 3 clusters Score -3961592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3961616.250000 Penalty: 5175.117188
	Iteration 19Q: 3 clusters Score -3961616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -3961613.250000 Penalty: 5175.117188
	Iteration 20F: 3 clusters Score -3961613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3961606.500000 Penalty: 5175.117188
	Iteration 21Q: 3 clusters Score -3961606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3961613.000000 Penalty: 5175.117188
	Iteration 22Q: 3 clusters Score -3961613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3961611.250000 Penalty: 5175.117188
	Iteration 23Q: 3 clusters Score -3961611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3961619.000000 Penalty: 5175.117188
	Iteration 24Q: 3 clusters Score -3961619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3961618.250000 Penalty: 5175.117188
	Iteration 25Q: 3 clusters Score -3961618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3961622.750000 Penalty: 5175.117188
	Iteration 26Q: 3 clusters Score -3961623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3961612.500000 Penalty: 5175.117188
	Iteration 27Q: 3 clusters Score -3961612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3961615.250000 Penalty: 5175.117188
	Iteration 28Q: 3 clusters Score -3961615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3961612.250000 Penalty: 5175.117188
	Iteration 29Q: 3 clusters Score -3961612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3961614.000000 Penalty: 5175.117188
	Iteration 30Q: 3 clusters Score -3961614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3961616.000000 Penalty: 5175.117188
	Iteration 31Q: 3 clusters Score -3961616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3961618.750000 Penalty: 5175.117188
	Iteration 32Q: 3 clusters Score -3961619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3961617.000000 Penalty: 5175.117188
	Iteration 33Q: 3 clusters Score -3961617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3961617.000000 Penalty: 5175.117188
	Iteration 34F: 3 clusters Score -3961617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -482719.125000 Penalty: 2071.783936
	Iteration 0F: 2 clusters Score -482719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -478667.687500 Penalty: 4143.567871
	Iteration 0F: 3 clusters Score -478667.7 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -479714.562500 Penalty: 4143.567871
	Iteration 1F: 3 clusters Score -479714.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -480091.500000 Penalty: 4143.567871
	Iteration 2F: 3 clusters Score -480091.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -480380.593750 Penalty: 4143.567871
	Iteration 3F: 3 clusters Score -480380.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -480640.468750 Penalty: 4143.567871
	Iteration 4F: 3 clusters Score -480640.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -480886.812500 Penalty: 4143.567871
	Iteration 5F: 3 clusters Score -480886.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -481065.500000 Penalty: 4143.567871
	Iteration 6Q: 3 clusters Score -481065.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -481145.843750 Penalty: 4143.567871
	Iteration 7Q: 3 clusters Score -481145.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -481198.781250 Penalty: 4143.567871
	Iteration 8Q: 3 clusters Score -481198.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -481239.437500 Penalty: 4143.567871
	Iteration 9Q: 3 clusters Score -481239.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -481265.812500 Penalty: 4143.567871
	Iteration 10Q: 3 clusters Score -481265.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -481288.125000 Penalty: 4143.567871
	Iteration 11Q: 3 clusters Score -481288.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -481302.156250 Penalty: 4143.567871
	Iteration 12Q: 3 clusters Score -481302.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -481310.093750 Penalty: 4143.567871
	Iteration 13Q: 3 clusters Score -481310.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -481315.562500 Penalty: 4143.567871
	Iteration 14Q: 3 clusters Score -481315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -481320.625000 Penalty: 4143.567871
	Iteration 15Q: 3 clusters Score -481320.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -481322.750000 Penalty: 4143.567871
	Iteration 16Q: 3 clusters Score -481322.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -481324.031250 Penalty: 4143.567871
	Iteration 17Q: 3 clusters Score -481324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -481326.031250 Penalty: 4143.567871
	Iteration 18Q: 3 clusters Score -481326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -481328.125000 Penalty: 4143.567871
	Iteration 19Q: 3 clusters Score -481328.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -481327.875000 Penalty: 4143.567871
	Iteration 20F: 3 clusters Score -481327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -481329.250000 Penalty: 4143.567871
	Iteration 21Q: 3 clusters Score -481329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -481330.500000 Penalty: 4143.567871
	Iteration 22Q: 3 clusters Score -481330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -481330.500000 Penalty: 4143.567871
	Iteration 23Q: 3 clusters Score -481330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -481331.875000 Penalty: 4143.567871
	Iteration 24Q: 3 clusters Score -481331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -481332.125000 Penalty: 4143.567871
	Iteration 25Q: 3 clusters Score -481332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -481332.125000 Penalty: 4143.567871
	Iteration 26F: 3 clusters Score -481332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -1236593.000000 Penalty: 2301.406738
	Iteration 0F: 2 clusters Score -1236593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1228503.750000 Penalty: 4602.813477
	Iteration 0F: 3 clusters Score -1228504 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1230823.000000 Penalty: 4602.813477
	Iteration 1F: 3 clusters Score -1230823 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1231166.750000 Penalty: 4602.813477
	Iteration 2F: 3 clusters Score -1231167 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1231422.625000 Penalty: 4602.813477
	Iteration 3F: 3 clusters Score -1231423 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1231651.125000 Penalty: 4602.813477
	Iteration 4Q: 3 clusters Score -1231651 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1231943.500000 Penalty: 4602.813477
	Iteration 5Q: 3 clusters Score -1231944 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1232335.750000 Penalty: 4602.813477
	Iteration 6F: 3 clusters Score -1232336 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1232764.125000 Penalty: 4602.813477
	Iteration 7F: 3 clusters Score -1232764 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1233255.000000 Penalty: 4602.813477
	Iteration 8F: 3 clusters Score -1233255 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1233754.250000 Penalty: 4602.813477
	Iteration 9F: 3 clusters Score -1233754 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1234252.125000 Penalty: 4602.813477
	Iteration 10Q: 3 clusters Score -1234252 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1234703.250000 Penalty: 4602.813477
	Iteration 11Q: 3 clusters Score -1234703 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1235027.375000 Penalty: 4602.813477
	Iteration 12Q: 3 clusters Score -1235027 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1235239.250000 Penalty: 4602.813477
	Iteration 13Q: 3 clusters Score -1235239 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1235358.750000 Penalty: 4602.813477
	Iteration 14Q: 3 clusters Score -1235359 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1235438.625000 Penalty: 4602.813477
	Iteration 15Q: 3 clusters Score -1235439 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1235511.000000 Penalty: 4602.813477
	Iteration 16Q: 3 clusters Score -1235511 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1235554.250000 Penalty: 4602.813477
	Iteration 17Q: 3 clusters Score -1235554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1235581.875000 Penalty: 4602.813477
	Iteration 18Q: 3 clusters Score -1235582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1235604.625000 Penalty: 4602.813477
	Iteration 19Q: 3 clusters Score -1235605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1235619.750000 Penalty: 4602.813477
	Iteration 20F: 3 clusters Score -1235620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1235631.000000 Penalty: 4602.813477
	Iteration 21Q: 3 clusters Score -1235631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1235636.500000 Penalty: 4602.813477
	Iteration 22Q: 3 clusters Score -1235636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1235645.125000 Penalty: 4602.813477
	Iteration 23Q: 3 clusters Score -1235645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1235650.875000 Penalty: 4602.813477
	Iteration 24Q: 3 clusters Score -1235651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1235654.375000 Penalty: 4602.813477
	Iteration 25Q: 3 clusters Score -1235654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1235659.750000 Penalty: 4602.813477
	Iteration 26Q: 3 clusters Score -1235660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1235659.875000 Penalty: 4602.813477
	Iteration 27Q: 3 clusters Score -1235660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1235666.375000 Penalty: 4602.813477
	Iteration 28Q: 3 clusters Score -1235666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1235664.750000 Penalty: 4602.813477
	Iteration 29Q: 3 clusters Score -1235665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1235666.000000 Penalty: 4602.813477
	Iteration 30Q: 3 clusters Score -1235666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1235670.125000 Penalty: 4602.813477
	Iteration 31Q: 3 clusters Score -1235670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1235674.750000 Penalty: 4602.813477
	Iteration 32Q: 3 clusters Score -1235675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1235676.500000 Penalty: 4602.813477
	Iteration 33Q: 3 clusters Score -1235676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1235676.000000 Penalty: 4602.813477
	Iteration 34Q: 3 clusters Score -1235676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1235681.125000 Penalty: 4602.813477
	Iteration 35Q: 3 clusters Score -1235681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1235689.500000 Penalty: 4602.813477
	Iteration 36Q: 3 clusters Score -1235690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1235689.375000 Penalty: 4602.813477
	Iteration 37Q: 3 clusters Score -1235689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1235685.500000 Penalty: 4602.813477
	Iteration 38Q: 3 clusters Score -1235686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1235689.000000 Penalty: 4602.813477
	Iteration 39Q: 3 clusters Score -1235689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1235691.375000 Penalty: 4602.813477
	Iteration 40F: 3 clusters Score -1235691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1235690.625000 Penalty: 4602.813477
	Iteration 41Q: 3 clusters Score -1235691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1235693.000000 Penalty: 4602.813477
	Iteration 42Q: 3 clusters Score -1235693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1235693.375000 Penalty: 4602.813477
	Iteration 43Q: 3 clusters Score -1235693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1235696.250000 Penalty: 4602.813477
	Iteration 44Q: 3 clusters Score -1235696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1235695.125000 Penalty: 4602.813477
	Iteration 45Q: 3 clusters Score -1235695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1235695.000000 Penalty: 4602.813477
	Iteration 46Q: 3 clusters Score -1235695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1235695.625000 Penalty: 4602.813477
	Iteration 47Q: 3 clusters Score -1235696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1235695.750000 Penalty: 4602.813477
	Iteration 48Q: 3 clusters Score -1235696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1235699.625000 Penalty: 4602.813477
	Iteration 49Q: 3 clusters Score -1235700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1235697.250000 Penalty: 4602.813477
	Iteration 50Q: 3 clusters Score -1235697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1235696.625000 Penalty: 4602.813477
	Iteration 51Q: 3 clusters Score -1235697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1235697.875000 Penalty: 4602.813477
	Iteration 52Q: 3 clusters Score -1235698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1235700.875000 Penalty: 4602.813477
	Iteration 53Q: 3 clusters Score -1235701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1235701.375000 Penalty: 4602.813477
	Iteration 54Q: 3 clusters Score -1235701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1235700.750000 Penalty: 4602.813477
	Iteration 55Q: 3 clusters Score -1235701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1235700.625000 Penalty: 4602.813477
	Iteration 56Q: 3 clusters Score -1235701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1235700.625000 Penalty: 4602.813477
	Iteration 57F: 3 clusters Score -1235701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 176424 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 52210 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 79974 members 
Mstep: Class 27 contains 101619 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 45710 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 8640 members 
Mstep: Class 34 contains 36913 members 
Mstep: Class 35 contains 4078 members 
Mstep: Class 36 contains 12283 members 
Mstep: Class 37 contains 12545 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4059 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 16747 members 
Mstep: Class 42 contains 20632 members 
Mstep: Class 43 contains 1961 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 237 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16640 members 
Mstep: Class 49 contains 7764 members 
Mstep: Class 50 contains 5517 members 
Mstep: Class 51 contains 30113 members 
Mstep: Class 52 contains 4170 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 9602 members 
Mstep: Class 55 contains 33986 members 
Mstep: Class 56 contains 4247 members 
Mstep: Class 57 contains 10720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133755464.000000 Penalty: 225349.328125
Iteration 119Q: 66 clusters Score -1.337555e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 50844 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2954 members 
Mstep: Class 8 contains 22932 members 
Mstep: Class 9 contains 189550 members 
Mstep: Class 10 contains 27869 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 17677 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 176414 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 52209 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 11041 members 
Mstep: Class 22 contains 6624 members 
Mstep: Class 23 contains 5652 members 
Mstep: Class 24 contains 11357 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 80038 members 
Mstep: Class 27 contains 101680 members 
Mstep: Class 28 contains 10456 members 
Mstep: Class 29 contains 45659 members 
Mstep: Class 30 contains 632 members 
Mstep: Class 31 contains 282 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8651 members 
Mstep: Class 34 contains 37027 members 
Mstep: Class 35 contains 4069 members 
Mstep: Class 36 contains 12302 members 
Mstep: Class 37 contains 12525 members 
Mstep: Class 38 contains 10797 members 
Mstep: Class 39 contains 4058 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 16793 members 
Mstep: Class 42 contains 20794 members 
Mstep: Class 43 contains 1967 members 
Mstep: Class 44 contains 531 members 
Mstep: Class 45 contains 1160 members 
Mstep: Class 46 contains 264 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 16662 members 
Mstep: Class 49 contains 7766 members 
Mstep: Class 50 contains 5567 members 
Mstep: Class 51 contains 30091 members 
Mstep: Class 52 contains 4187 members 
Mstep: Class 53 contains 166 members 
Mstep: Class 54 contains 9601 members 
Mstep: Class 55 contains 33909 members 
Mstep: Class 56 contains 4248 members 
Mstep: Class 57 contains 10800 members 
Mstep: Class 58 contains 23419 members 
Mstep: Class 59 contains 723 members 
Mstep: Class 60 contains 2500 members 
Mstep: Class 61 contains 5570 members 
Mstep: Class 62 contains 3391 members 
Mstep: Class 63 contains 693 members 
Mstep: Class 64 contains 644 members 
Mstep: Class 65 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 46. Lose 3012.819092 but Gain 3466.921875
Score: -133757896.000000 Penalty: 221882.406250
Iteration 120F: 65 clusters Score -1.337579e+08 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 50804 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 6157 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2943 members 
Mstep: Class 8 contains 22919 members 
Mstep: Class 9 contains 189573 members 
Mstep: Class 10 contains 27826 members 
Mstep: Class 11 contains 9433 members 
Mstep: Class 12 contains 17667 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 176408 members 
Mstep: Class 18 contains 7180 members 
Mstep: Class 19 contains 52199 members 
Mstep: Class 20 contains 4846 members 
Mstep: Class 21 contains 11025 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 5683 members 
Mstep: Class 24 contains 11347 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 79827 members 
Mstep: Class 27 contains 101652 members 
Mstep: Class 28 contains 10443 members 
Mstep: Class 29 contains 45606 members 
Mstep: Class 30 contains 636 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 8651 members 
Mstep: Class 34 contains 36880 members 
Mstep: Class 35 contains 4063 members 
Mstep: Class 36 contains 12300 members 
Mstep: Class 37 contains 12519 members 
Mstep: Class 38 contains 10797 members 
Mstep: Class 39 contains 4057 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 16788 members 
Mstep: Class 42 contains 20828 members 
Mstep: Class 43 contains 1973 members 
Mstep: Class 44 contains 538 members 
Mstep: Class 45 contains 1117 members 
Mstep: Class 47 contains 6221 members 
Mstep: Class 48 contains 16670 members 
Mstep: Class 49 contains 7772 members 
Mstep: Class 50 contains 5509 members 
Mstep: Class 51 contains 30081 members 
Mstep: Class 52 contains 4186 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 9605 members 
Mstep: Class 55 contains 33783 members 
Mstep: Class 56 contains 4249 members 
Mstep: Class 57 contains 10829 members 
Mstep: Class 58 contains 23825 members 
Mstep: Class 59 contains 728 members 
Mstep: Class 60 contains 2566 members 
Mstep: Class 61 contains 5651 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 734 members 
Mstep: Class 64 contains 684 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760960.000000 Penalty: 221882.406250
Iteration 121Q: 65 clusters Score -1.33761e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 50773 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 6312 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2939 members 
Mstep: Class 8 contains 22914 members 
Mstep: Class 9 contains 189619 members 
Mstep: Class 10 contains 27782 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 17655 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 501 members 
Mstep: Class 17 contains 176400 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 52185 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 11023 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 5694 members 
Mstep: Class 24 contains 11346 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 79669 members 
Mstep: Class 27 contains 101622 members 
Mstep: Class 28 contains 10462 members 
Mstep: Class 29 contains 45543 members 
Mstep: Class 30 contains 638 members 
Mstep: Class 31 contains 301 members 
Mstep: Class 32 contains 502 members 
Mstep: Class 33 contains 8657 members 
Mstep: Class 34 contains 36785 members 
Mstep: Class 35 contains 4064 members 
Mstep: Class 36 contains 12313 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 10797 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 418 members 
Mstep: Class 41 contains 16804 members 
Mstep: Class 42 contains 20906 members 
Mstep: Class 43 contains 1986 members 
Mstep: Class 44 contains 540 members 
Mstep: Class 45 contains 1084 members 
Mstep: Class 47 contains 6223 members 
Mstep: Class 48 contains 16687 members 
Mstep: Class 49 contains 7773 members 
Mstep: Class 50 contains 5484 members 
Mstep: Class 51 contains 30096 members 
Mstep: Class 52 contains 4184 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 9609 members 
Mstep: Class 55 contains 33667 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10838 members 
Mstep: Class 58 contains 24026 members 
Mstep: Class 59 contains 729 members 
Mstep: Class 60 contains 2596 members 
Mstep: Class 61 contains 5669 members 
Mstep: Class 62 contains 3456 members 
Mstep: Class 63 contains 754 members 
Mstep: Class 64 contains 668 members 
Mstep: Class 65 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133761528.000000 Penalty: 221882.406250
Iteration 122Q: 65 clusters Score -1.337615e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 50754 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2937 members 
Mstep: Class 8 contains 22906 members 
Mstep: Class 9 contains 189660 members 
Mstep: Class 10 contains 27728 members 
Mstep: Class 11 contains 9385 members 
Mstep: Class 12 contains 17638 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 176389 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 52178 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 11028 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 5701 members 
Mstep: Class 24 contains 11341 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 79516 members 
Mstep: Class 27 contains 101625 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 45497 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 8665 members 
Mstep: Class 34 contains 36722 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12327 members 
Mstep: Class 37 contains 12505 members 
Mstep: Class 38 contains 10798 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 16825 members 
Mstep: Class 42 contains 21001 members 
Mstep: Class 43 contains 1999 members 
Mstep: Class 44 contains 540 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 47 contains 6228 members 
Mstep: Class 48 contains 16710 members 
Mstep: Class 49 contains 7774 members 
Mstep: Class 50 contains 5470 members 
Mstep: Class 51 contains 30103 members 
Mstep: Class 52 contains 4181 members 
Mstep: Class 53 contains 180 members 
Mstep: Class 54 contains 9614 members 
Mstep: Class 55 contains 33553 members 
Mstep: Class 56 contains 4253 members 
Mstep: Class 57 contains 10838 members 
Mstep: Class 58 contains 24162 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 2608 members 
Mstep: Class 61 contains 5672 members 
Mstep: Class 62 contains 3484 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 657 members 
Mstep: Class 65 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762000.000000 Penalty: 221882.406250
Iteration 123Q: 65 clusters Score -1.33762e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 50718 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 6549 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 22909 members 
Mstep: Class 9 contains 189703 members 
Mstep: Class 10 contains 27662 members 
Mstep: Class 11 contains 9374 members 
Mstep: Class 12 contains 17613 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 176382 members 
Mstep: Class 18 contains 7213 members 
Mstep: Class 19 contains 52171 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 11034 members 
Mstep: Class 22 contains 6611 members 
Mstep: Class 23 contains 5702 members 
Mstep: Class 24 contains 11341 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 79383 members 
Mstep: Class 27 contains 101654 members 
Mstep: Class 28 contains 10488 members 
Mstep: Class 29 contains 45446 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 490 members 
Mstep: Class 33 contains 8671 members 
Mstep: Class 34 contains 36653 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12340 members 
Mstep: Class 37 contains 12506 members 
Mstep: Class 38 contains 10798 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 16835 members 
Mstep: Class 42 contains 21121 members 
Mstep: Class 43 contains 2008 members 
Mstep: Class 44 contains 542 members 
Mstep: Class 45 contains 1034 members 
Mstep: Class 47 contains 6231 members 
Mstep: Class 48 contains 16724 members 
Mstep: Class 49 contains 7775 members 
Mstep: Class 50 contains 5459 members 
Mstep: Class 51 contains 30120 members 
Mstep: Class 52 contains 4181 members 
Mstep: Class 53 contains 180 members 
Mstep: Class 54 contains 9618 members 
Mstep: Class 55 contains 33434 members 
Mstep: Class 56 contains 4253 members 
Mstep: Class 57 contains 10839 members 
Mstep: Class 58 contains 24278 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2619 members 
Mstep: Class 61 contains 5670 members 
Mstep: Class 62 contains 3503 members 
Mstep: Class 63 contains 779 members 
Mstep: Class 64 contains 643 members 
Mstep: Class 65 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762288.000000 Penalty: 221882.406250
Iteration 124Q: 65 clusters Score -1.337623e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 50690 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 22910 members 
Mstep: Class 9 contains 189743 members 
Mstep: Class 10 contains 27599 members 
Mstep: Class 11 contains 9366 members 
Mstep: Class 12 contains 17598 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176379 members 
Mstep: Class 18 contains 7230 members 
Mstep: Class 19 contains 52152 members 
Mstep: Class 20 contains 4849 members 
Mstep: Class 21 contains 11039 members 
Mstep: Class 22 contains 6608 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 11339 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 79264 members 
Mstep: Class 27 contains 101702 members 
Mstep: Class 28 contains 10500 members 
Mstep: Class 29 contains 45390 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 297 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 8675 members 
Mstep: Class 34 contains 36607 members 
Mstep: Class 35 contains 4060 members 
Mstep: Class 36 contains 12352 members 
Mstep: Class 37 contains 12508 members 
Mstep: Class 38 contains 10801 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16847 members 
Mstep: Class 42 contains 21208 members 
Mstep: Class 43 contains 2016 members 
Mstep: Class 44 contains 541 members 
Mstep: Class 45 contains 1019 members 
Mstep: Class 47 contains 6231 members 
Mstep: Class 48 contains 16746 members 
Mstep: Class 49 contains 7775 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30131 members 
Mstep: Class 52 contains 4181 members 
Mstep: Class 53 contains 181 members 
Mstep: Class 54 contains 9619 members 
Mstep: Class 55 contains 33318 members 
Mstep: Class 56 contains 4253 members 
Mstep: Class 57 contains 10832 members 
Mstep: Class 58 contains 24380 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2623 members 
Mstep: Class 61 contains 5664 members 
Mstep: Class 62 contains 3514 members 
Mstep: Class 63 contains 781 members 
Mstep: Class 64 contains 635 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762480.000000 Penalty: 221882.406250
Iteration 125Q: 65 clusters Score -1.337625e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 50669 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 6753 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 22912 members 
Mstep: Class 9 contains 189771 members 
Mstep: Class 10 contains 27546 members 
Mstep: Class 11 contains 9358 members 
Mstep: Class 12 contains 17585 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176378 members 
Mstep: Class 18 contains 7243 members 
Mstep: Class 19 contains 52128 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 11038 members 
Mstep: Class 22 contains 6603 members 
Mstep: Class 23 contains 5706 members 
Mstep: Class 24 contains 11339 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 79147 members 
Mstep: Class 27 contains 101765 members 
Mstep: Class 28 contains 10513 members 
Mstep: Class 29 contains 45339 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 296 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 8676 members 
Mstep: Class 34 contains 36587 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12361 members 
Mstep: Class 37 contains 12508 members 
Mstep: Class 38 contains 10798 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16846 members 
Mstep: Class 42 contains 21284 members 
Mstep: Class 43 contains 2027 members 
Mstep: Class 44 contains 542 members 
Mstep: Class 45 contains 1005 members 
Mstep: Class 47 contains 6233 members 
Mstep: Class 48 contains 16756 members 
Mstep: Class 49 contains 7776 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30128 members 
Mstep: Class 52 contains 4181 members 
Mstep: Class 53 contains 183 members 
Mstep: Class 54 contains 9616 members 
Mstep: Class 55 contains 33213 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10837 members 
Mstep: Class 58 contains 24473 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5660 members 
Mstep: Class 62 contains 3527 members 
Mstep: Class 63 contains 781 members 
Mstep: Class 64 contains 622 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762552.000000 Penalty: 221882.406250
Iteration 126Q: 65 clusters Score -1.337626e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 50653 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2938 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 189812 members 
Mstep: Class 10 contains 27482 members 
Mstep: Class 11 contains 9349 members 
Mstep: Class 12 contains 17569 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176376 members 
Mstep: Class 18 contains 7255 members 
Mstep: Class 19 contains 52109 members 
Mstep: Class 20 contains 4859 members 
Mstep: Class 21 contains 11049 members 
Mstep: Class 22 contains 6600 members 
Mstep: Class 23 contains 5706 members 
Mstep: Class 24 contains 11339 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 79030 members 
Mstep: Class 27 contains 101819 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 45299 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 36576 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12371 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 10795 members 
Mstep: Class 39 contains 4051 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16847 members 
Mstep: Class 42 contains 21376 members 
Mstep: Class 43 contains 2036 members 
Mstep: Class 44 contains 543 members 
Mstep: Class 45 contains 1000 members 
Mstep: Class 47 contains 6233 members 
Mstep: Class 48 contains 16763 members 
Mstep: Class 49 contains 7776 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30144 members 
Mstep: Class 52 contains 4180 members 
Mstep: Class 53 contains 186 members 
Mstep: Class 54 contains 9615 members 
Mstep: Class 55 contains 33110 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10840 members 
Mstep: Class 58 contains 24532 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5649 members 
Mstep: Class 62 contains 3533 members 
Mstep: Class 63 contains 782 members 
Mstep: Class 64 contains 612 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762768.000000 Penalty: 221882.406250
Iteration 127Q: 65 clusters Score -1.337628e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 50627 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 6918 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2938 members 
Mstep: Class 8 contains 22905 members 
Mstep: Class 9 contains 189850 members 
Mstep: Class 10 contains 27437 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 17560 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1023 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176373 members 
Mstep: Class 18 contains 7261 members 
Mstep: Class 19 contains 52095 members 
Mstep: Class 20 contains 4861 members 
Mstep: Class 21 contains 11049 members 
Mstep: Class 22 contains 6595 members 
Mstep: Class 23 contains 5707 members 
Mstep: Class 24 contains 11338 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 78928 members 
Mstep: Class 27 contains 101872 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 45259 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 8681 members 
Mstep: Class 34 contains 36562 members 
Mstep: Class 35 contains 4061 members 
Mstep: Class 36 contains 12379 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 10796 members 
Mstep: Class 39 contains 4051 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16848 members 
Mstep: Class 42 contains 21469 members 
Mstep: Class 43 contains 2041 members 
Mstep: Class 44 contains 543 members 
Mstep: Class 45 contains 992 members 
Mstep: Class 47 contains 6233 members 
Mstep: Class 48 contains 16780 members 
Mstep: Class 49 contains 7776 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30161 members 
Mstep: Class 52 contains 4178 members 
Mstep: Class 53 contains 192 members 
Mstep: Class 54 contains 9619 members 
Mstep: Class 55 contains 33002 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10845 members 
Mstep: Class 58 contains 24570 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5637 members 
Mstep: Class 62 contains 3540 members 
Mstep: Class 63 contains 784 members 
Mstep: Class 64 contains 607 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762800.000000 Penalty: 221882.406250
Iteration 128Q: 65 clusters Score -1.337628e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 50596 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 6989 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2937 members 
Mstep: Class 8 contains 22909 members 
Mstep: Class 9 contains 189886 members 
Mstep: Class 10 contains 27394 members 
Mstep: Class 11 contains 9339 members 
Mstep: Class 12 contains 17550 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1024 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176366 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 52083 members 
Mstep: Class 20 contains 4863 members 
Mstep: Class 21 contains 11055 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 11340 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 78849 members 
Mstep: Class 27 contains 101935 members 
Mstep: Class 28 contains 10553 members 
Mstep: Class 29 contains 45211 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8683 members 
Mstep: Class 34 contains 36550 members 
Mstep: Class 35 contains 4061 members 
Mstep: Class 36 contains 12389 members 
Mstep: Class 37 contains 12510 members 
Mstep: Class 38 contains 10796 members 
Mstep: Class 39 contains 4051 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16852 members 
Mstep: Class 42 contains 21562 members 
Mstep: Class 43 contains 2044 members 
Mstep: Class 44 contains 543 members 
Mstep: Class 45 contains 988 members 
Mstep: Class 47 contains 6233 members 
Mstep: Class 48 contains 16795 members 
Mstep: Class 49 contains 7776 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30185 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 9624 members 
Mstep: Class 55 contains 32893 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10847 members 
Mstep: Class 58 contains 24580 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5631 members 
Mstep: Class 62 contains 3544 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 604 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762624.000000 Penalty: 221882.406250
Iteration 129Q: 65 clusters Score -1.337626e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 50564 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7043 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 22914 members 
Mstep: Class 9 contains 189914 members 
Mstep: Class 10 contains 27349 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 17539 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1024 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176362 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 19 contains 52072 members 
Mstep: Class 20 contains 4863 members 
Mstep: Class 21 contains 11059 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 11340 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 78786 members 
Mstep: Class 27 contains 101994 members 
Mstep: Class 28 contains 10562 members 
Mstep: Class 29 contains 45159 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8682 members 
Mstep: Class 34 contains 36528 members 
Mstep: Class 35 contains 4063 members 
Mstep: Class 36 contains 12397 members 
Mstep: Class 37 contains 12509 members 
Mstep: Class 38 contains 10793 members 
Mstep: Class 39 contains 4051 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16850 members 
Mstep: Class 42 contains 21654 members 
Mstep: Class 43 contains 2043 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 983 members 
Mstep: Class 47 contains 6233 members 
Mstep: Class 48 contains 16818 members 
Mstep: Class 49 contains 7776 members 
Mstep: Class 50 contains 5459 members 
Mstep: Class 51 contains 30224 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 9629 members 
Mstep: Class 55 contains 32796 members 
Mstep: Class 56 contains 4255 members 
Mstep: Class 57 contains 10849 members 
Mstep: Class 58 contains 24597 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5624 members 
Mstep: Class 62 contains 3549 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 603 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762824.000000 Penalty: 221882.406250
Iteration 130Q: 65 clusters Score -1.337628e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 50556 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7086 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 22920 members 
Mstep: Class 9 contains 189944 members 
Mstep: Class 10 contains 27306 members 
Mstep: Class 11 contains 9324 members 
Mstep: Class 12 contains 17531 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1024 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176353 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 52066 members 
Mstep: Class 20 contains 4864 members 
Mstep: Class 21 contains 11064 members 
Mstep: Class 22 contains 6591 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 11341 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 78687 members 
Mstep: Class 27 contains 102071 members 
Mstep: Class 28 contains 10566 members 
Mstep: Class 29 contains 45111 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8683 members 
Mstep: Class 34 contains 36507 members 
Mstep: Class 35 contains 4066 members 
Mstep: Class 36 contains 12404 members 
Mstep: Class 37 contains 12510 members 
Mstep: Class 38 contains 10788 members 
Mstep: Class 39 contains 4051 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16858 members 
Mstep: Class 42 contains 21728 members 
Mstep: Class 43 contains 2045 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 979 members 
Mstep: Class 47 contains 6232 members 
Mstep: Class 48 contains 16835 members 
Mstep: Class 49 contains 7776 members 
Mstep: Class 50 contains 5461 members 
Mstep: Class 51 contains 30261 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 9634 members 
Mstep: Class 55 contains 32698 members 
Mstep: Class 56 contains 4255 members 
Mstep: Class 57 contains 10852 members 
Mstep: Class 58 contains 24624 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5620 members 
Mstep: Class 62 contains 3553 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 601 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762832.000000 Penalty: 221882.406250
Iteration 131Q: 65 clusters Score -1.337628e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 50537 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 22922 members 
Mstep: Class 9 contains 189981 members 
Mstep: Class 10 contains 27263 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 17517 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1024 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176345 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 52061 members 
Mstep: Class 20 contains 4862 members 
Mstep: Class 21 contains 11069 members 
Mstep: Class 22 contains 6595 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 11347 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 78606 members 
Mstep: Class 27 contains 102155 members 
Mstep: Class 28 contains 10574 members 
Mstep: Class 29 contains 45055 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8684 members 
Mstep: Class 34 contains 36498 members 
Mstep: Class 35 contains 4068 members 
Mstep: Class 36 contains 12408 members 
Mstep: Class 37 contains 12510 members 
Mstep: Class 38 contains 10789 members 
Mstep: Class 39 contains 4051 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 21792 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 976 members 
Mstep: Class 47 contains 6233 members 
Mstep: Class 48 contains 16854 members 
Mstep: Class 49 contains 7777 members 
Mstep: Class 50 contains 5461 members 
Mstep: Class 51 contains 30280 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 9633 members 
Mstep: Class 55 contains 32610 members 
Mstep: Class 56 contains 4255 members 
Mstep: Class 57 contains 10849 members 
Mstep: Class 58 contains 24643 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5613 members 
Mstep: Class 62 contains 3557 members 
Mstep: Class 63 contains 784 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762768.000000 Penalty: 221882.406250
Iteration 132Q: 65 clusters Score -1.337628e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 50504 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2933 members 
Mstep: Class 8 contains 22931 members 
Mstep: Class 9 contains 190005 members 
Mstep: Class 10 contains 27236 members 
Mstep: Class 11 contains 9310 members 
Mstep: Class 12 contains 17512 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1023 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176345 members 
Mstep: Class 18 contains 7276 members 
Mstep: Class 19 contains 52057 members 
Mstep: Class 20 contains 4859 members 
Mstep: Class 21 contains 11071 members 
Mstep: Class 22 contains 6600 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 11346 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 78501 members 
Mstep: Class 27 contains 102251 members 
Mstep: Class 28 contains 10582 members 
Mstep: Class 29 contains 44990 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 277 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8683 members 
Mstep: Class 34 contains 36484 members 
Mstep: Class 35 contains 4067 members 
Mstep: Class 36 contains 12415 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 10789 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16874 members 
Mstep: Class 42 contains 21866 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 972 members 
Mstep: Class 47 contains 6233 members 
Mstep: Class 48 contains 16881 members 
Mstep: Class 49 contains 7779 members 
Mstep: Class 50 contains 5461 members 
Mstep: Class 51 contains 30298 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 203 members 
Mstep: Class 54 contains 9637 members 
Mstep: Class 55 contains 32519 members 
Mstep: Class 56 contains 4255 members 
Mstep: Class 57 contains 10850 members 
Mstep: Class 58 contains 24652 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5606 members 
Mstep: Class 62 contains 3562 members 
Mstep: Class 63 contains 784 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762824.000000 Penalty: 221882.406250
Iteration 133Q: 65 clusters Score -1.337628e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 50468 members 
Mstep: Class 3 contains 11279 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 22931 members 
Mstep: Class 9 contains 190042 members 
Mstep: Class 10 contains 27207 members 
Mstep: Class 11 contains 9304 members 
Mstep: Class 12 contains 17507 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1021 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176339 members 
Mstep: Class 18 contains 7275 members 
Mstep: Class 19 contains 52051 members 
Mstep: Class 20 contains 4859 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 6604 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 11352 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 78404 members 
Mstep: Class 27 contains 102322 members 
Mstep: Class 28 contains 10588 members 
Mstep: Class 29 contains 44931 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 274 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8682 members 
Mstep: Class 34 contains 36482 members 
Mstep: Class 35 contains 4066 members 
Mstep: Class 36 contains 12420 members 
Mstep: Class 37 contains 12515 members 
Mstep: Class 38 contains 10784 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16873 members 
Mstep: Class 42 contains 21953 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 970 members 
Mstep: Class 47 contains 6233 members 
Mstep: Class 48 contains 16904 members 
Mstep: Class 49 contains 7782 members 
Mstep: Class 50 contains 5461 members 
Mstep: Class 51 contains 30337 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 206 members 
Mstep: Class 54 contains 9639 members 
Mstep: Class 55 contains 32427 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10853 members 
Mstep: Class 58 contains 24659 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5602 members 
Mstep: Class 62 contains 3566 members 
Mstep: Class 63 contains 784 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762832.000000 Penalty: 221882.406250
Iteration 134Q: 65 clusters Score -1.337628e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 50449 members 
Mstep: Class 3 contains 11278 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 22931 members 
Mstep: Class 9 contains 190075 members 
Mstep: Class 10 contains 27197 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 17503 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176331 members 
Mstep: Class 18 contains 7280 members 
Mstep: Class 19 contains 52050 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 11070 members 
Mstep: Class 22 contains 6603 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 78277 members 
Mstep: Class 27 contains 102421 members 
Mstep: Class 28 contains 10593 members 
Mstep: Class 29 contains 44882 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 272 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8683 members 
Mstep: Class 34 contains 36475 members 
Mstep: Class 35 contains 4066 members 
Mstep: Class 36 contains 12424 members 
Mstep: Class 37 contains 12518 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16876 members 
Mstep: Class 42 contains 21998 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16925 members 
Mstep: Class 49 contains 7782 members 
Mstep: Class 50 contains 5461 members 
Mstep: Class 51 contains 30383 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 9645 members 
Mstep: Class 55 contains 32335 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10860 members 
Mstep: Class 58 contains 24665 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5597 members 
Mstep: Class 62 contains 3566 members 
Mstep: Class 63 contains 784 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763096.000000 Penalty: 221882.406250
Iteration 135Q: 65 clusters Score -1.337631e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 50442 members 
Mstep: Class 3 contains 11279 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7354 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 22932 members 
Mstep: Class 9 contains 190109 members 
Mstep: Class 10 contains 27178 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 17500 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176329 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 52051 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 11070 members 
Mstep: Class 22 contains 6597 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 11358 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 78179 members 
Mstep: Class 27 contains 102494 members 
Mstep: Class 28 contains 10600 members 
Mstep: Class 29 contains 44839 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 270 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8682 members 
Mstep: Class 34 contains 36463 members 
Mstep: Class 35 contains 4064 members 
Mstep: Class 36 contains 12432 members 
Mstep: Class 37 contains 12518 members 
Mstep: Class 38 contains 10771 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 22056 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 970 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16940 members 
Mstep: Class 49 contains 7782 members 
Mstep: Class 50 contains 5463 members 
Mstep: Class 51 contains 30409 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 210 members 
Mstep: Class 54 contains 9649 members 
Mstep: Class 55 contains 32247 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10861 members 
Mstep: Class 58 contains 24678 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5591 members 
Mstep: Class 62 contains 3567 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762992.000000 Penalty: 221882.406250
Iteration 136Q: 65 clusters Score -1.33763e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 50429 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7397 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 22935 members 
Mstep: Class 9 contains 190135 members 
Mstep: Class 10 contains 27171 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 17500 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176320 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 52050 members 
Mstep: Class 20 contains 4862 members 
Mstep: Class 21 contains 11071 members 
Mstep: Class 22 contains 6595 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 11362 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 78087 members 
Mstep: Class 27 contains 102583 members 
Mstep: Class 28 contains 10606 members 
Mstep: Class 29 contains 44798 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 268 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8684 members 
Mstep: Class 34 contains 36459 members 
Mstep: Class 35 contains 4063 members 
Mstep: Class 36 contains 12439 members 
Mstep: Class 37 contains 12519 members 
Mstep: Class 38 contains 10767 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16881 members 
Mstep: Class 42 contains 22109 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 967 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16944 members 
Mstep: Class 49 contains 7782 members 
Mstep: Class 50 contains 5463 members 
Mstep: Class 51 contains 30410 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 9651 members 
Mstep: Class 55 contains 32156 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10870 members 
Mstep: Class 58 contains 24685 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5586 members 
Mstep: Class 62 contains 3570 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763000.000000 Penalty: 221882.406250
Iteration 137Q: 65 clusters Score -1.33763e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 50401 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7436 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 22939 members 
Mstep: Class 9 contains 190153 members 
Mstep: Class 10 contains 27157 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 17490 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1021 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176314 members 
Mstep: Class 18 contains 7297 members 
Mstep: Class 19 contains 52049 members 
Mstep: Class 20 contains 4862 members 
Mstep: Class 21 contains 11081 members 
Mstep: Class 22 contains 6594 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 11367 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 77977 members 
Mstep: Class 27 contains 102684 members 
Mstep: Class 28 contains 10617 members 
Mstep: Class 29 contains 44751 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8683 members 
Mstep: Class 34 contains 36452 members 
Mstep: Class 35 contains 4064 members 
Mstep: Class 36 contains 12442 members 
Mstep: Class 37 contains 12520 members 
Mstep: Class 38 contains 10764 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16882 members 
Mstep: Class 42 contains 22171 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 962 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16952 members 
Mstep: Class 49 contains 7782 members 
Mstep: Class 50 contains 5463 members 
Mstep: Class 51 contains 30434 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9652 members 
Mstep: Class 55 contains 32097 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10878 members 
Mstep: Class 58 contains 24692 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5576 members 
Mstep: Class 62 contains 3572 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763040.000000 Penalty: 221882.406250
Iteration 138Q: 65 clusters Score -1.33763e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 50371 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 22941 members 
Mstep: Class 9 contains 190166 members 
Mstep: Class 10 contains 27138 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 12 contains 17478 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176310 members 
Mstep: Class 18 contains 7308 members 
Mstep: Class 19 contains 52048 members 
Mstep: Class 20 contains 4862 members 
Mstep: Class 21 contains 11091 members 
Mstep: Class 22 contains 6592 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 11370 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 77873 members 
Mstep: Class 27 contains 102790 members 
Mstep: Class 28 contains 10623 members 
Mstep: Class 29 contains 44713 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8686 members 
Mstep: Class 34 contains 36446 members 
Mstep: Class 35 contains 4066 members 
Mstep: Class 36 contains 12444 members 
Mstep: Class 37 contains 12522 members 
Mstep: Class 38 contains 10767 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16881 members 
Mstep: Class 42 contains 22241 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 961 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16954 members 
Mstep: Class 49 contains 7782 members 
Mstep: Class 50 contains 5463 members 
Mstep: Class 51 contains 30444 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 214 members 
Mstep: Class 54 contains 9656 members 
Mstep: Class 55 contains 32027 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10884 members 
Mstep: Class 58 contains 24695 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3574 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763320.000000 Penalty: 221882.406250
Iteration 139Q: 65 clusters Score -1.337633e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 50350 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7506 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 22949 members 
Mstep: Class 9 contains 190176 members 
Mstep: Class 10 contains 27115 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 17468 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 176303 members 
Mstep: Class 18 contains 7325 members 
Mstep: Class 19 contains 52048 members 
Mstep: Class 20 contains 4861 members 
Mstep: Class 21 contains 11089 members 
Mstep: Class 22 contains 6592 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 11373 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 77772 members 
Mstep: Class 27 contains 102891 members 
Mstep: Class 28 contains 10628 members 
Mstep: Class 29 contains 44685 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 8686 members 
Mstep: Class 34 contains 36441 members 
Mstep: Class 35 contains 4066 members 
Mstep: Class 36 contains 12449 members 
Mstep: Class 37 contains 12521 members 
Mstep: Class 38 contains 10769 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 22298 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 960 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16950 members 
Mstep: Class 49 contains 7782 members 
Mstep: Class 50 contains 5463 members 
Mstep: Class 51 contains 30468 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 214 members 
Mstep: Class 54 contains 9658 members 
Mstep: Class 55 contains 31970 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10892 members 
Mstep: Class 58 contains 24692 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5566 members 
Mstep: Class 62 contains 3575 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763416.000000 Penalty: 221882.406250
Iteration 140F: 65 clusters Score -1.337634e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 50331 members 
Mstep: Class 3 contains 11284 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 22946 members 
Mstep: Class 9 contains 190183 members 
Mstep: Class 10 contains 27099 members 
Mstep: Class 11 contains 9281 members 
Mstep: Class 12 contains 17456 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 532 members 
Mstep: Class 17 contains 176300 members 
Mstep: Class 18 contains 7338 members 
Mstep: Class 19 contains 52049 members 
Mstep: Class 20 contains 4859 members 
Mstep: Class 21 contains 11089 members 
Mstep: Class 22 contains 6595 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 11374 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 77659 members 
Mstep: Class 27 contains 102988 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 44645 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 8682 members 
Mstep: Class 34 contains 36439 members 
Mstep: Class 35 contains 4067 members 
Mstep: Class 36 contains 12450 members 
Mstep: Class 37 contains 12523 members 
Mstep: Class 38 contains 10771 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16879 members 
Mstep: Class 42 contains 22357 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 959 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16950 members 
Mstep: Class 49 contains 7782 members 
Mstep: Class 50 contains 5462 members 
Mstep: Class 51 contains 30492 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9658 members 
Mstep: Class 55 contains 31922 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10905 members 
Mstep: Class 58 contains 24702 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2625 members 
Mstep: Class 61 contains 5564 members 
Mstep: Class 62 contains 3577 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763328.000000 Penalty: 221882.406250
Iteration 141Q: 65 clusters Score -1.337633e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 50317 members 
Mstep: Class 3 contains 11284 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 8 contains 22949 members 
Mstep: Class 9 contains 190198 members 
Mstep: Class 10 contains 27081 members 
Mstep: Class 11 contains 9278 members 
Mstep: Class 12 contains 17445 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 535 members 
Mstep: Class 17 contains 176296 members 
Mstep: Class 18 contains 7343 members 
Mstep: Class 19 contains 52047 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 11087 members 
Mstep: Class 22 contains 6599 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 11373 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 77551 members 
Mstep: Class 27 contains 103076 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 44615 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 8679 members 
Mstep: Class 34 contains 36434 members 
Mstep: Class 35 contains 4065 members 
Mstep: Class 36 contains 12452 members 
Mstep: Class 37 contains 12525 members 
Mstep: Class 38 contains 10766 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16876 members 
Mstep: Class 42 contains 22424 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16952 members 
Mstep: Class 49 contains 7784 members 
Mstep: Class 50 contains 5460 members 
Mstep: Class 51 contains 30505 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9661 members 
Mstep: Class 55 contains 31873 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10918 members 
Mstep: Class 58 contains 24708 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2626 members 
Mstep: Class 61 contains 5565 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763368.000000 Penalty: 221882.406250
Iteration 142Q: 65 clusters Score -1.337634e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 50306 members 
Mstep: Class 3 contains 11284 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7603 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190208 members 
Mstep: Class 10 contains 27070 members 
Mstep: Class 11 contains 9275 members 
Mstep: Class 12 contains 17436 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 176289 members 
Mstep: Class 18 contains 7350 members 
Mstep: Class 19 contains 52046 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 11086 members 
Mstep: Class 22 contains 6602 members 
Mstep: Class 23 contains 5711 members 
Mstep: Class 24 contains 11374 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 77456 members 
Mstep: Class 27 contains 103160 members 
Mstep: Class 28 contains 10631 members 
Mstep: Class 29 contains 44579 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 36432 members 
Mstep: Class 35 contains 4064 members 
Mstep: Class 36 contains 12450 members 
Mstep: Class 37 contains 12525 members 
Mstep: Class 38 contains 10760 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16873 members 
Mstep: Class 42 contains 22480 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 958 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16959 members 
Mstep: Class 49 contains 7786 members 
Mstep: Class 50 contains 5459 members 
Mstep: Class 51 contains 30512 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9665 members 
Mstep: Class 55 contains 31823 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10925 members 
Mstep: Class 58 contains 24717 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2627 members 
Mstep: Class 61 contains 5571 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763248.000000 Penalty: 221882.406250
Iteration 143Q: 65 clusters Score -1.337632e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 50295 members 
Mstep: Class 3 contains 11283 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7632 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 22944 members 
Mstep: Class 9 contains 190238 members 
Mstep: Class 10 contains 27058 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 17429 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 176287 members 
Mstep: Class 18 contains 7355 members 
Mstep: Class 19 contains 52046 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 11087 members 
Mstep: Class 22 contains 6605 members 
Mstep: Class 23 contains 5714 members 
Mstep: Class 24 contains 11374 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 77369 members 
Mstep: Class 27 contains 103231 members 
Mstep: Class 28 contains 10631 members 
Mstep: Class 29 contains 44551 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 36427 members 
Mstep: Class 35 contains 4064 members 
Mstep: Class 36 contains 12447 members 
Mstep: Class 37 contains 12526 members 
Mstep: Class 38 contains 10758 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16870 members 
Mstep: Class 42 contains 22517 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16960 members 
Mstep: Class 49 contains 7786 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30522 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9665 members 
Mstep: Class 55 contains 31776 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10931 members 
Mstep: Class 58 contains 24725 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5576 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763184.000000 Penalty: 221882.406250
Iteration 144Q: 65 clusters Score -1.337632e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 50270 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7661 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 22943 members 
Mstep: Class 9 contains 190246 members 
Mstep: Class 10 contains 27049 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 17420 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 176285 members 
Mstep: Class 18 contains 7365 members 
Mstep: Class 19 contains 52046 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 11087 members 
Mstep: Class 22 contains 6605 members 
Mstep: Class 23 contains 5715 members 
Mstep: Class 24 contains 11373 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 77285 members 
Mstep: Class 27 contains 103320 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 44531 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 472 members 
Mstep: Class 33 contains 8676 members 
Mstep: Class 34 contains 36422 members 
Mstep: Class 35 contains 4065 members 
Mstep: Class 36 contains 12447 members 
Mstep: Class 37 contains 12529 members 
Mstep: Class 38 contains 10757 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16865 members 
Mstep: Class 42 contains 22561 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16964 members 
Mstep: Class 49 contains 7786 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30531 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9667 members 
Mstep: Class 55 contains 31727 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10937 members 
Mstep: Class 58 contains 24731 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5577 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763280.000000 Penalty: 221882.406250
Iteration 145Q: 65 clusters Score -1.337633e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 50244 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7682 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 22943 members 
Mstep: Class 9 contains 190270 members 
Mstep: Class 10 contains 27039 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 17412 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176280 members 
Mstep: Class 18 contains 7377 members 
Mstep: Class 19 contains 52044 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 11085 members 
Mstep: Class 22 contains 6600 members 
Mstep: Class 23 contains 5715 members 
Mstep: Class 24 contains 11375 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 77200 members 
Mstep: Class 27 contains 103398 members 
Mstep: Class 28 contains 10633 members 
Mstep: Class 29 contains 44519 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8673 members 
Mstep: Class 34 contains 36418 members 
Mstep: Class 35 contains 4065 members 
Mstep: Class 36 contains 12445 members 
Mstep: Class 37 contains 12527 members 
Mstep: Class 38 contains 10757 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16863 members 
Mstep: Class 42 contains 22592 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16978 members 
Mstep: Class 49 contains 7786 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30560 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9667 members 
Mstep: Class 55 contains 31669 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10945 members 
Mstep: Class 58 contains 24736 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5578 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763288.000000 Penalty: 221882.406250
Iteration 146Q: 65 clusters Score -1.337633e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 50214 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7703 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 22944 members 
Mstep: Class 9 contains 190282 members 
Mstep: Class 10 contains 27033 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 17397 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176275 members 
Mstep: Class 18 contains 7389 members 
Mstep: Class 19 contains 52044 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 11084 members 
Mstep: Class 22 contains 6600 members 
Mstep: Class 23 contains 5715 members 
Mstep: Class 24 contains 11375 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 77125 members 
Mstep: Class 27 contains 103461 members 
Mstep: Class 28 contains 10635 members 
Mstep: Class 29 contains 44505 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8666 members 
Mstep: Class 34 contains 36416 members 
Mstep: Class 35 contains 4065 members 
Mstep: Class 36 contains 12441 members 
Mstep: Class 37 contains 12527 members 
Mstep: Class 38 contains 10756 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16865 members 
Mstep: Class 42 contains 22638 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 16995 members 
Mstep: Class 49 contains 7786 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30575 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9668 members 
Mstep: Class 55 contains 31617 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 10954 members 
Mstep: Class 58 contains 24744 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5578 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763192.000000 Penalty: 221882.406250
Iteration 147Q: 65 clusters Score -1.337632e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 50187 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7725 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 22947 members 
Mstep: Class 9 contains 190295 members 
Mstep: Class 10 contains 27023 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 17386 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176270 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 52045 members 
Mstep: Class 20 contains 4859 members 
Mstep: Class 21 contains 11082 members 
Mstep: Class 22 contains 6603 members 
Mstep: Class 23 contains 5715 members 
Mstep: Class 24 contains 11377 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 77048 members 
Mstep: Class 27 contains 103513 members 
Mstep: Class 28 contains 10637 members 
Mstep: Class 29 contains 44486 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8660 members 
Mstep: Class 34 contains 36412 members 
Mstep: Class 35 contains 4067 members 
Mstep: Class 36 contains 12438 members 
Mstep: Class 37 contains 12527 members 
Mstep: Class 38 contains 10755 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16868 members 
Mstep: Class 42 contains 22694 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6234 members 
Mstep: Class 48 contains 17012 members 
Mstep: Class 49 contains 7786 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30578 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9671 members 
Mstep: Class 55 contains 31573 members 
Mstep: Class 56 contains 4253 members 
Mstep: Class 57 contains 10959 members 
Mstep: Class 58 contains 24750 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5576 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762920.000000 Penalty: 221882.406250
Iteration 148Q: 65 clusters Score -1.337629e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 50166 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190313 members 
Mstep: Class 10 contains 27009 members 
Mstep: Class 11 contains 9267 members 
Mstep: Class 12 contains 17378 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176265 members 
Mstep: Class 18 contains 7413 members 
Mstep: Class 19 contains 52044 members 
Mstep: Class 20 contains 4861 members 
Mstep: Class 21 contains 11082 members 
Mstep: Class 22 contains 6602 members 
Mstep: Class 23 contains 5715 members 
Mstep: Class 24 contains 11380 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 76957 members 
Mstep: Class 27 contains 103583 members 
Mstep: Class 28 contains 10639 members 
Mstep: Class 29 contains 44458 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8652 members 
Mstep: Class 34 contains 36416 members 
Mstep: Class 35 contains 4067 members 
Mstep: Class 36 contains 12436 members 
Mstep: Class 37 contains 12528 members 
Mstep: Class 38 contains 10756 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16870 members 
Mstep: Class 42 contains 22735 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6235 members 
Mstep: Class 48 contains 17034 members 
Mstep: Class 49 contains 7786 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30585 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9674 members 
Mstep: Class 55 contains 31527 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10965 members 
Mstep: Class 58 contains 24764 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5575 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133762848.000000 Penalty: 221882.406250
Iteration 149Q: 65 clusters Score -1.337628e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 50155 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 22947 members 
Mstep: Class 9 contains 190337 members 
Mstep: Class 10 contains 26988 members 
Mstep: Class 11 contains 9266 members 
Mstep: Class 12 contains 17373 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176260 members 
Mstep: Class 18 contains 7421 members 
Mstep: Class 19 contains 52042 members 
Mstep: Class 20 contains 4860 members 
Mstep: Class 21 contains 11084 members 
Mstep: Class 22 contains 6603 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 11381 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76866 members 
Mstep: Class 27 contains 103658 members 
Mstep: Class 28 contains 10642 members 
Mstep: Class 29 contains 44424 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8650 members 
Mstep: Class 34 contains 36419 members 
Mstep: Class 35 contains 4066 members 
Mstep: Class 36 contains 12437 members 
Mstep: Class 37 contains 12528 members 
Mstep: Class 38 contains 10757 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16874 members 
Mstep: Class 42 contains 22781 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6235 members 
Mstep: Class 48 contains 17048 members 
Mstep: Class 49 contains 7786 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30594 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9674 members 
Mstep: Class 55 contains 31479 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10969 members 
Mstep: Class 58 contains 24776 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5571 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763104.000000 Penalty: 221882.406250
Iteration 150Q: 65 clusters Score -1.337631e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 50145 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190373 members 
Mstep: Class 10 contains 26957 members 
Mstep: Class 11 contains 9262 members 
Mstep: Class 12 contains 17360 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176262 members 
Mstep: Class 18 contains 7431 members 
Mstep: Class 19 contains 52039 members 
Mstep: Class 20 contains 4859 members 
Mstep: Class 21 contains 11086 members 
Mstep: Class 22 contains 6604 members 
Mstep: Class 23 contains 5717 members 
Mstep: Class 24 contains 11382 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76772 members 
Mstep: Class 27 contains 103731 members 
Mstep: Class 28 contains 10649 members 
Mstep: Class 29 contains 44390 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8650 members 
Mstep: Class 34 contains 36414 members 
Mstep: Class 35 contains 4065 members 
Mstep: Class 36 contains 12433 members 
Mstep: Class 37 contains 12526 members 
Mstep: Class 38 contains 10761 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16877 members 
Mstep: Class 42 contains 22846 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6236 members 
Mstep: Class 48 contains 17063 members 
Mstep: Class 49 contains 7786 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30602 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9674 members 
Mstep: Class 55 contains 31425 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10972 members 
Mstep: Class 58 contains 24785 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5566 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763192.000000 Penalty: 221882.406250
Iteration 151Q: 65 clusters Score -1.337632e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 50143 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 8 contains 22949 members 
Mstep: Class 9 contains 190399 members 
Mstep: Class 10 contains 26934 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 12 contains 17344 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176263 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 52036 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 11093 members 
Mstep: Class 22 contains 6602 members 
Mstep: Class 23 contains 5717 members 
Mstep: Class 24 contains 11384 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76669 members 
Mstep: Class 27 contains 103798 members 
Mstep: Class 28 contains 10653 members 
Mstep: Class 29 contains 44364 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8646 members 
Mstep: Class 34 contains 36412 members 
Mstep: Class 35 contains 4063 members 
Mstep: Class 36 contains 12430 members 
Mstep: Class 37 contains 12524 members 
Mstep: Class 38 contains 10763 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16880 members 
Mstep: Class 42 contains 22916 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6237 members 
Mstep: Class 48 contains 17075 members 
Mstep: Class 49 contains 7787 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30607 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9676 members 
Mstep: Class 55 contains 31371 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10981 members 
Mstep: Class 58 contains 24788 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5564 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763312.000000 Penalty: 221882.406250
Iteration 152Q: 65 clusters Score -1.337633e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 50129 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7822 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22952 members 
Mstep: Class 9 contains 190419 members 
Mstep: Class 10 contains 26907 members 
Mstep: Class 11 contains 9254 members 
Mstep: Class 12 contains 17324 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176264 members 
Mstep: Class 18 contains 7451 members 
Mstep: Class 19 contains 52034 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 11099 members 
Mstep: Class 22 contains 6602 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11388 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76586 members 
Mstep: Class 27 contains 103861 members 
Mstep: Class 28 contains 10655 members 
Mstep: Class 29 contains 44337 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8643 members 
Mstep: Class 34 contains 36411 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12430 members 
Mstep: Class 37 contains 12523 members 
Mstep: Class 38 contains 10767 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16879 members 
Mstep: Class 42 contains 22987 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6237 members 
Mstep: Class 48 contains 17092 members 
Mstep: Class 49 contains 7787 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30614 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9677 members 
Mstep: Class 55 contains 31315 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10985 members 
Mstep: Class 58 contains 24795 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5563 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763352.000000 Penalty: 221882.406250
Iteration 153Q: 65 clusters Score -1.337634e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 50113 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7835 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22952 members 
Mstep: Class 9 contains 190440 members 
Mstep: Class 10 contains 26878 members 
Mstep: Class 11 contains 9252 members 
Mstep: Class 12 contains 17318 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176267 members 
Mstep: Class 18 contains 7456 members 
Mstep: Class 19 contains 52033 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 11106 members 
Mstep: Class 22 contains 6601 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11388 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76490 members 
Mstep: Class 27 contains 103947 members 
Mstep: Class 28 contains 10655 members 
Mstep: Class 29 contains 44301 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8637 members 
Mstep: Class 34 contains 36407 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12431 members 
Mstep: Class 37 contains 12526 members 
Mstep: Class 38 contains 10769 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16879 members 
Mstep: Class 42 contains 23050 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6238 members 
Mstep: Class 48 contains 17115 members 
Mstep: Class 49 contains 7788 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30636 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9677 members 
Mstep: Class 55 contains 31242 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10989 members 
Mstep: Class 58 contains 24810 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5563 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763592.000000 Penalty: 221882.406250
Iteration 154Q: 65 clusters Score -1.337636e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 50095 members 
Mstep: Class 3 contains 11279 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22952 members 
Mstep: Class 9 contains 190457 members 
Mstep: Class 10 contains 26851 members 
Mstep: Class 11 contains 9250 members 
Mstep: Class 12 contains 17307 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176268 members 
Mstep: Class 18 contains 7455 members 
Mstep: Class 19 contains 52033 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 11113 members 
Mstep: Class 22 contains 6598 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11388 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76403 members 
Mstep: Class 27 contains 104038 members 
Mstep: Class 28 contains 10655 members 
Mstep: Class 29 contains 44266 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8633 members 
Mstep: Class 34 contains 36405 members 
Mstep: Class 35 contains 4061 members 
Mstep: Class 36 contains 12431 members 
Mstep: Class 37 contains 12529 members 
Mstep: Class 38 contains 10772 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23115 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6239 members 
Mstep: Class 48 contains 17134 members 
Mstep: Class 49 contains 7790 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30644 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9679 members 
Mstep: Class 55 contains 31179 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10994 members 
Mstep: Class 58 contains 24821 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5564 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763448.000000 Penalty: 221882.406250
Iteration 155Q: 65 clusters Score -1.337634e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50080 members 
Mstep: Class 3 contains 11279 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7864 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22953 members 
Mstep: Class 9 contains 190494 members 
Mstep: Class 10 contains 26829 members 
Mstep: Class 11 contains 9248 members 
Mstep: Class 12 contains 17290 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176269 members 
Mstep: Class 18 contains 7455 members 
Mstep: Class 19 contains 52032 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11121 members 
Mstep: Class 22 contains 6594 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11391 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76331 members 
Mstep: Class 27 contains 104099 members 
Mstep: Class 28 contains 10656 members 
Mstep: Class 29 contains 44243 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8630 members 
Mstep: Class 34 contains 36400 members 
Mstep: Class 35 contains 4061 members 
Mstep: Class 36 contains 12430 members 
Mstep: Class 37 contains 12531 members 
Mstep: Class 38 contains 10772 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16877 members 
Mstep: Class 42 contains 23166 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6241 members 
Mstep: Class 48 contains 17154 members 
Mstep: Class 49 contains 7790 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30659 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9681 members 
Mstep: Class 55 contains 31117 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10997 members 
Mstep: Class 58 contains 24831 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5566 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763376.000000 Penalty: 221882.406250
Iteration 156Q: 65 clusters Score -1.337634e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50065 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22955 members 
Mstep: Class 9 contains 190533 members 
Mstep: Class 10 contains 26801 members 
Mstep: Class 11 contains 9246 members 
Mstep: Class 12 contains 17278 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176264 members 
Mstep: Class 18 contains 7457 members 
Mstep: Class 19 contains 52030 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11124 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11393 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76238 members 
Mstep: Class 27 contains 104182 members 
Mstep: Class 28 contains 10658 members 
Mstep: Class 29 contains 44223 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8622 members 
Mstep: Class 34 contains 36399 members 
Mstep: Class 35 contains 4061 members 
Mstep: Class 36 contains 12432 members 
Mstep: Class 37 contains 12532 members 
Mstep: Class 38 contains 10775 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23213 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6243 members 
Mstep: Class 48 contains 17164 members 
Mstep: Class 49 contains 7790 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9681 members 
Mstep: Class 55 contains 31064 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 11000 members 
Mstep: Class 58 contains 24839 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5568 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763432.000000 Penalty: 221882.406250
Iteration 157Q: 65 clusters Score -1.337634e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 50055 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7890 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22950 members 
Mstep: Class 9 contains 190556 members 
Mstep: Class 10 contains 26783 members 
Mstep: Class 11 contains 9243 members 
Mstep: Class 12 contains 17267 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7463 members 
Mstep: Class 19 contains 52030 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 11127 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11394 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76150 members 
Mstep: Class 27 contains 104258 members 
Mstep: Class 28 contains 10662 members 
Mstep: Class 29 contains 44209 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8618 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12435 members 
Mstep: Class 37 contains 12532 members 
Mstep: Class 38 contains 10777 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16875 members 
Mstep: Class 42 contains 23255 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6245 members 
Mstep: Class 48 contains 17177 members 
Mstep: Class 49 contains 7790 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30682 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9681 members 
Mstep: Class 55 contains 31017 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 11000 members 
Mstep: Class 58 contains 24847 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5568 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133763384.000000 Penalty: 221882.406250
Iteration 158Q: 65 clusters Score -1.337634e+08 nChanged 439
Entering ConstructFrom: 
Score: -133763384.000000 Penalty: 221882.406250
Entering ConstructFrom: 
Trying to split cluster 1 (15014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Entering Unmasked Estep 
Score: -1723368.625000 Penalty: 2384.951172
	Iteration 0F: 2 clusters Score -1723369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1712553.000000 Penalty: 4769.902344
	Iteration 0F: 3 clusters Score -1712553 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1716336.750000 Penalty: 4769.902344
	Iteration 1F: 3 clusters Score -1716337 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1717083.875000 Penalty: 4769.902344
	Iteration 2F: 3 clusters Score -1717084 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1717961.750000 Penalty: 4769.902344
	Iteration 3F: 3 clusters Score -1717962 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1718827.750000 Penalty: 4769.902344
	Iteration 4F: 3 clusters Score -1718828 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1719551.250000 Penalty: 4769.902344
	Iteration 5F: 3 clusters Score -1719551 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1720100.375000 Penalty: 4769.902344
	Iteration 6F: 3 clusters Score -1720100 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1720531.250000 Penalty: 4769.902344
	Iteration 7Q: 3 clusters Score -1720531 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1720822.500000 Penalty: 4769.902344
	Iteration 8Q: 3 clusters Score -1720822 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1720995.875000 Penalty: 4769.902344
	Iteration 9Q: 3 clusters Score -1720996 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1721082.125000 Penalty: 4769.902344
	Iteration 10Q: 3 clusters Score -1721082 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1721144.875000 Penalty: 4769.902344
	Iteration 11Q: 3 clusters Score -1721145 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1721184.875000 Penalty: 4769.902344
	Iteration 12Q: 3 clusters Score -1721185 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1721212.000000 Penalty: 4769.902344
	Iteration 13Q: 3 clusters Score -1721212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1721221.125000 Penalty: 4769.902344
	Iteration 14Q: 3 clusters Score -1721221 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1721231.625000 Penalty: 4769.902344
	Iteration 15Q: 3 clusters Score -1721232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1721234.625000 Penalty: 4769.902344
	Iteration 16Q: 3 clusters Score -1721235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1721246.125000 Penalty: 4769.902344
	Iteration 17Q: 3 clusters Score -1721246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1721254.625000 Penalty: 4769.902344
	Iteration 18Q: 3 clusters Score -1721255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1721264.750000 Penalty: 4769.902344
	Iteration 19Q: 3 clusters Score -1721265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1721263.250000 Penalty: 4769.902344
	Iteration 20F: 3 clusters Score -1721263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1721275.750000 Penalty: 4769.902344
	Iteration 21Q: 3 clusters Score -1721276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1721277.000000 Penalty: 4769.902344
	Iteration 22Q: 3 clusters Score -1721277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1721280.000000 Penalty: 4769.902344
	Iteration 23Q: 3 clusters Score -1721280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1721284.250000 Penalty: 4769.902344
	Iteration 24Q: 3 clusters Score -1721284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1721287.375000 Penalty: 4769.902344
	Iteration 25Q: 3 clusters Score -1721287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1721287.250000 Penalty: 4769.902344
	Iteration 26Q: 3 clusters Score -1721287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1721290.375000 Penalty: 4769.902344
	Iteration 27Q: 3 clusters Score -1721290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1721291.750000 Penalty: 4769.902344
	Iteration 28Q: 3 clusters Score -1721292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1721292.500000 Penalty: 4769.902344
	Iteration 29Q: 3 clusters Score -1721292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1721293.500000 Penalty: 4769.902344
	Iteration 30Q: 3 clusters Score -1721294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1721293.125000 Penalty: 4769.902344
	Iteration 31Q: 3 clusters Score -1721293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1721295.375000 Penalty: 4769.902344
	Iteration 32Q: 3 clusters Score -1721295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1721295.250000 Penalty: 4769.902344
	Iteration 33Q: 3 clusters Score -1721295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1721299.500000 Penalty: 4769.902344
	Iteration 34Q: 3 clusters Score -1721300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1721298.625000 Penalty: 4769.902344
	Iteration 35Q: 3 clusters Score -1721299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1721301.875000 Penalty: 4769.902344
	Iteration 36Q: 3 clusters Score -1721302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1721303.375000 Penalty: 4769.902344
	Iteration 37Q: 3 clusters Score -1721303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1721303.875000 Penalty: 4769.902344
	Iteration 38Q: 3 clusters Score -1721304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1721304.500000 Penalty: 4769.902344
	Iteration 39Q: 3 clusters Score -1721304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1721308.250000 Penalty: 4769.902344
	Iteration 40F: 3 clusters Score -1721308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1721309.125000 Penalty: 4769.902344
	Iteration 41Q: 3 clusters Score -1721309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1721303.750000 Penalty: 4769.902344
	Iteration 42Q: 3 clusters Score -1721304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1721302.750000 Penalty: 4769.902344
	Iteration 43Q: 3 clusters Score -1721303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1721304.875000 Penalty: 4769.902344
	Iteration 44Q: 3 clusters Score -1721305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1721303.750000 Penalty: 4769.902344
	Iteration 45Q: 3 clusters Score -1721304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1721303.750000 Penalty: 4769.902344
	Iteration 46F: 3 clusters Score -1721304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Entering Unmasked Estep 
Score: -5364631.000000 Penalty: 2683.493408
	Iteration 0F: 2 clusters Score -5364631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -5330950.500000 Penalty: 5366.986816
	Iteration 0F: 3 clusters Score -5330950 nChanged 23067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -5343948.500000 Penalty: 5366.986816
	Iteration 1F: 3 clusters Score -5343948 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -5345058.500000 Penalty: 5366.986816
	Iteration 2F: 3 clusters Score -5345058 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -5346334.000000 Penalty: 5366.986816
	Iteration 3F: 3 clusters Score -5346334 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -5347828.000000 Penalty: 5366.986816
	Iteration 4F: 3 clusters Score -5347828 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -5349604.500000 Penalty: 5366.986816
	Iteration 5F: 3 clusters Score -5349604 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -5351442.500000 Penalty: 5366.986816
	Iteration 6F: 3 clusters Score -5351442 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -5353061.500000 Penalty: 5366.986816
	Iteration 7F: 3 clusters Score -5353062 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -5354031.000000 Penalty: 5366.986816
	Iteration 8F: 3 clusters Score -5354031 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5354582.500000 Penalty: 5366.986816
	Iteration 9Q: 3 clusters Score -5354582 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -5354860.000000 Penalty: 5366.986816
	Iteration 10Q: 3 clusters Score -5354860 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -5355077.500000 Penalty: 5366.986816
	Iteration 11Q: 3 clusters Score -5355078 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -5355211.000000 Penalty: 5366.986816
	Iteration 12Q: 3 clusters Score -5355211 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -5355270.500000 Penalty: 5366.986816
	Iteration 13Q: 3 clusters Score -5355270 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -5355349.500000 Penalty: 5366.986816
	Iteration 14Q: 3 clusters Score -5355350 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -5355456.500000 Penalty: 5366.986816
	Iteration 15Q: 3 clusters Score -5355456 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5355526.000000 Penalty: 5366.986816
	Iteration 16Q: 3 clusters Score -5355526 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -5355623.500000 Penalty: 5366.986816
	Iteration 17Q: 3 clusters Score -5355624 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5355724.000000 Penalty: 5366.986816
	Iteration 18Q: 3 clusters Score -5355724 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -5355839.500000 Penalty: 5366.986816
	Iteration 19Q: 3 clusters Score -5355840 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -5356022.000000 Penalty: 5366.986816
	Iteration 20F: 3 clusters Score -5356022 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5356199.000000 Penalty: 5366.986816
	Iteration 21Q: 3 clusters Score -5356199 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -5356376.000000 Penalty: 5366.986816
	Iteration 22Q: 3 clusters Score -5356376 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -5356631.500000 Penalty: 5366.986816
	Iteration 23Q: 3 clusters Score -5356632 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -5356928.000000 Penalty: 5366.986816
	Iteration 24Q: 3 clusters Score -5356928 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -5357257.000000 Penalty: 5366.986816
	Iteration 25Q: 3 clusters Score -5357257 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -5357591.500000 Penalty: 5366.986816
	Iteration 26Q: 3 clusters Score -5357592 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5358029.000000 Penalty: 5366.986816
	Iteration 27Q: 3 clusters Score -5358029 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -5358462.500000 Penalty: 5366.986816
	Iteration 28Q: 3 clusters Score -5358462 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -5358973.000000 Penalty: 5366.986816
	Iteration 29Q: 3 clusters Score -5358973 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -5359471.500000 Penalty: 5366.986816
	Iteration 30Q: 3 clusters Score -5359472 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -5360013.000000 Penalty: 5366.986816
	Iteration 31Q: 3 clusters Score -5360013 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -5360509.500000 Penalty: 5366.986816
	Iteration 32Q: 3 clusters Score -5360510 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -5360983.500000 Penalty: 5366.986816
	Iteration 33Q: 3 clusters Score -5360984 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -5361343.500000 Penalty: 5366.986816
	Iteration 34Q: 3 clusters Score -5361344 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -5361647.500000 Penalty: 5366.986816
	Iteration 35Q: 3 clusters Score -5361648 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -5361876.500000 Penalty: 5366.986816
	Iteration 36Q: 3 clusters Score -5361876 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5362090.500000 Penalty: 5366.986816
	Iteration 37Q: 3 clusters Score -5362090 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5362225.500000 Penalty: 5366.986816
	Iteration 38Q: 3 clusters Score -5362226 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -5362298.000000 Penalty: 5366.986816
	Iteration 39Q: 3 clusters Score -5362298 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -5362421.500000 Penalty: 5366.986816
	Iteration 40F: 3 clusters Score -5362422 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -5362532.500000 Penalty: 5366.986816
	Iteration 41Q: 3 clusters Score -5362532 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5362606.000000 Penalty: 5366.986816
	Iteration 42Q: 3 clusters Score -5362606 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -5362667.000000 Penalty: 5366.986816
	Iteration 43Q: 3 clusters Score -5362667 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5362775.000000 Penalty: 5366.986816
	Iteration 44Q: 3 clusters Score -5362775 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5362825.000000 Penalty: 5366.986816
	Iteration 45Q: 3 clusters Score -5362825 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5362863.500000 Penalty: 5366.986816
	Iteration 46Q: 3 clusters Score -5362864 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5362883.000000 Penalty: 5366.986816
	Iteration 47Q: 3 clusters Score -5362883 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5362909.000000 Penalty: 5366.986816
	Iteration 48Q: 3 clusters Score -5362909 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5362939.000000 Penalty: 5366.986816
	Iteration 49Q: 3 clusters Score -5362939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5362945.000000 Penalty: 5366.986816
	Iteration 50Q: 3 clusters Score -5362945 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5362965.000000 Penalty: 5366.986816
	Iteration 51Q: 3 clusters Score -5362965 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5362973.000000 Penalty: 5366.986816
	Iteration 52Q: 3 clusters Score -5362973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5362980.500000 Penalty: 5366.986816
	Iteration 53Q: 3 clusters Score -5362980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5362992.000000 Penalty: 5366.986816
	Iteration 54Q: 3 clusters Score -5362992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5363003.000000 Penalty: 5366.986816
	Iteration 55Q: 3 clusters Score -5363003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5363005.000000 Penalty: 5366.986816
	Iteration 56Q: 3 clusters Score -5363005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5363017.500000 Penalty: 5366.986816
	Iteration 57Q: 3 clusters Score -5363018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5363028.000000 Penalty: 5366.986816
	Iteration 58Q: 3 clusters Score -5363028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5363031.500000 Penalty: 5366.986816
	Iteration 59Q: 3 clusters Score -5363032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5363028.500000 Penalty: 5366.986816
	Iteration 60F: 3 clusters Score -5363028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5363040.000000 Penalty: 5366.986816
	Iteration 61Q: 3 clusters Score -5363040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5363039.500000 Penalty: 5366.986816
	Iteration 62Q: 3 clusters Score -5363040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5363033.000000 Penalty: 5366.986816
	Iteration 63Q: 3 clusters Score -5363033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5363051.000000 Penalty: 5366.986816
	Iteration 64Q: 3 clusters Score -5363051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5363057.000000 Penalty: 5366.986816
	Iteration 65Q: 3 clusters Score -5363057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5363067.500000 Penalty: 5366.986816
	Iteration 66Q: 3 clusters Score -5363068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5363078.000000 Penalty: 5366.986816
	Iteration 67Q: 3 clusters Score -5363078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5363088.000000 Penalty: 5366.986816
	Iteration 68Q: 3 clusters Score -5363088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5363093.000000 Penalty: 5366.986816
	Iteration 69Q: 3 clusters Score -5363093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5363104.500000 Penalty: 5366.986816
	Iteration 70Q: 3 clusters Score -5363104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5363110.000000 Penalty: 5366.986816
	Iteration 71Q: 3 clusters Score -5363110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5363135.000000 Penalty: 5366.986816
	Iteration 72Q: 3 clusters Score -5363135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5363143.500000 Penalty: 5366.986816
	Iteration 73Q: 3 clusters Score -5363144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5363149.000000 Penalty: 5366.986816
	Iteration 74Q: 3 clusters Score -5363149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5363152.500000 Penalty: 5366.986816
	Iteration 75Q: 3 clusters Score -5363152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5363154.000000 Penalty: 5366.986816
	Iteration 76Q: 3 clusters Score -5363154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5363154.000000 Penalty: 5366.986816
	Iteration 77Q: 3 clusters Score -5363154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5363154.000000 Penalty: 5366.986816
	Iteration 78F: 3 clusters Score -5363154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Entering Unmasked Estep 
Score: -1267535.875000 Penalty: 2314.123047
	Iteration 0F: 2 clusters Score -1267536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1259125.750000 Penalty: 4628.246094
	Iteration 0F: 3 clusters Score -1259126 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1261936.375000 Penalty: 4628.246094
	Iteration 1F: 3 clusters Score -1261936 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1262819.875000 Penalty: 4628.246094
	Iteration 2F: 3 clusters Score -1262820 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1263981.250000 Penalty: 4628.246094
	Iteration 3F: 3 clusters Score -1263981 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1265280.250000 Penalty: 4628.246094
	Iteration 4F: 3 clusters Score -1265280 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1266345.250000 Penalty: 4628.246094
	Iteration 5F: 3 clusters Score -1266345 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1267133.250000 Penalty: 4628.246094
	Iteration 6F: 3 clusters Score -1267133 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1267731.375000 Penalty: 4628.246094
	Iteration 7F: 3 clusters Score -1267731 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1268079.875000 Penalty: 4628.246094
	Iteration 8Q: 3 clusters Score -1268080 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1268260.500000 Penalty: 4628.246094
	Iteration 9Q: 3 clusters Score -1268260 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1268378.875000 Penalty: 4628.246094
	Iteration 10Q: 3 clusters Score -1268379 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1268441.875000 Penalty: 4628.246094
	Iteration 11Q: 3 clusters Score -1268442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1268472.125000 Penalty: 4628.246094
	Iteration 12Q: 3 clusters Score -1268472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1268507.625000 Penalty: 4628.246094
	Iteration 13Q: 3 clusters Score -1268508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1268535.500000 Penalty: 4628.246094
	Iteration 14Q: 3 clusters Score -1268536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1268576.000000 Penalty: 4628.246094
	Iteration 15Q: 3 clusters Score -1268576 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1268631.125000 Penalty: 4628.246094
	Iteration 16Q: 3 clusters Score -1268631 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1268702.375000 Penalty: 4628.246094
	Iteration 17Q: 3 clusters Score -1268702 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1268810.375000 Penalty: 4628.246094
	Iteration 18Q: 3 clusters Score -1268810 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1268898.500000 Penalty: 4628.246094
	Iteration 19Q: 3 clusters Score -1268898 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1269008.500000 Penalty: 4628.246094
	Iteration 20F: 3 clusters Score -1269008 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1269154.875000 Penalty: 4628.246094
	Iteration 21Q: 3 clusters Score -1269155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1269294.125000 Penalty: 4628.246094
	Iteration 22Q: 3 clusters Score -1269294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1269371.625000 Penalty: 4628.246094
	Iteration 23Q: 3 clusters Score -1269372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1269417.000000 Penalty: 4628.246094
	Iteration 24Q: 3 clusters Score -1269417 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1269435.625000 Penalty: 4628.246094
	Iteration 25Q: 3 clusters Score -1269436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1269444.875000 Penalty: 4628.246094
	Iteration 26Q: 3 clusters Score -1269445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1269443.625000 Penalty: 4628.246094
	Iteration 27Q: 3 clusters Score -1269444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1269445.500000 Penalty: 4628.246094
	Iteration 28Q: 3 clusters Score -1269446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1269445.000000 Penalty: 4628.246094
	Iteration 29Q: 3 clusters Score -1269445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1269444.625000 Penalty: 4628.246094
	Iteration 30Q: 3 clusters Score -1269445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1269444.625000 Penalty: 4628.246094
	Iteration 31Q: 3 clusters Score -1269445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1269444.750000 Penalty: 4628.246094
	Iteration 32Q: 3 clusters Score -1269445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1269444.375000 Penalty: 4628.246094
	Iteration 33Q: 3 clusters Score -1269444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1269444.375000 Penalty: 4628.246094
	Iteration 34F: 3 clusters Score -1269444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 30970 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
Score: -133763944.000000 Penalty: 225349.328125
Splitting cluster 3 changes total score from -133763384.000000 to -133763944.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 4 (2223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Entering Unmasked Estep 
Score: -316872.000000 Penalty: 1911.239990
	Iteration 0F: 2 clusters Score -316872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -314145.312500 Penalty: 3822.479980
	Iteration 0F: 3 clusters Score -314145.3 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -314963.406250 Penalty: 3822.479980
	Iteration 1F: 3 clusters Score -314963.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -315461.343750 Penalty: 3822.479980
	Iteration 2F: 3 clusters Score -315461.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -315862.562500 Penalty: 3822.479980
	Iteration 3F: 3 clusters Score -315862.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -316068.187500 Penalty: 3822.479980
	Iteration 4F: 3 clusters Score -316068.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -316190.906250 Penalty: 3822.479980
	Iteration 5Q: 3 clusters Score -316190.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -316333.312500 Penalty: 3822.479980
	Iteration 6Q: 3 clusters Score -316333.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -316434.281250 Penalty: 3822.479980
	Iteration 7Q: 3 clusters Score -316434.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -316483.843750 Penalty: 3822.479980
	Iteration 8Q: 3 clusters Score -316483.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -316524.125000 Penalty: 3822.479980
	Iteration 9Q: 3 clusters Score -316524.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -316573.125000 Penalty: 3822.479980
	Iteration 10Q: 3 clusters Score -316573.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -316614.750000 Penalty: 3822.479980
	Iteration 11Q: 3 clusters Score -316614.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -316628.375000 Penalty: 3822.479980
	Iteration 12Q: 3 clusters Score -316628.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -316637.156250 Penalty: 3822.479980
	Iteration 13Q: 3 clusters Score -316637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -316646.843750 Penalty: 3822.479980
	Iteration 14Q: 3 clusters Score -316646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -316653.812500 Penalty: 3822.479980
	Iteration 15Q: 3 clusters Score -316653.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -316664.000000 Penalty: 3822.479980
	Iteration 16Q: 3 clusters Score -316664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -316670.281250 Penalty: 3822.479980
	Iteration 17Q: 3 clusters Score -316670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -316673.625000 Penalty: 3822.479980
	Iteration 18Q: 3 clusters Score -316673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -316675.937500 Penalty: 3822.479980
	Iteration 19Q: 3 clusters Score -316675.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -316681.687500 Penalty: 3822.479980
	Iteration 20F: 3 clusters Score -316681.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -316684.531250 Penalty: 3822.479980
	Iteration 21Q: 3 clusters Score -316684.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -316688.218750 Penalty: 3822.479980
	Iteration 22Q: 3 clusters Score -316688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -316691.062500 Penalty: 3822.479980
	Iteration 23Q: 3 clusters Score -316691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -316695.343750 Penalty: 3822.479980
	Iteration 24Q: 3 clusters Score -316695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -316701.593750 Penalty: 3822.479980
	Iteration 25Q: 3 clusters Score -316701.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -316711.718750 Penalty: 3822.479980
	Iteration 26Q: 3 clusters Score -316711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -316716.656250 Penalty: 3822.479980
	Iteration 27Q: 3 clusters Score -316716.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -316723.437500 Penalty: 3822.479980
	Iteration 28Q: 3 clusters Score -316723.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -316738.062500 Penalty: 3822.479980
	Iteration 29Q: 3 clusters Score -316738.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -316755.906250 Penalty: 3822.479980
	Iteration 30Q: 3 clusters Score -316755.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -316771.375000 Penalty: 3822.479980
	Iteration 31Q: 3 clusters Score -316771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -316781.812500 Penalty: 3822.479980
	Iteration 32Q: 3 clusters Score -316781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -316790.875000 Penalty: 3822.479980
	Iteration 33Q: 3 clusters Score -316790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -316795.187500 Penalty: 3822.479980
	Iteration 34Q: 3 clusters Score -316795.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -316802.468750 Penalty: 3822.479980
	Iteration 35Q: 3 clusters Score -316802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -316810.312500 Penalty: 3822.479980
	Iteration 36Q: 3 clusters Score -316810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -316815.000000 Penalty: 3822.479980
	Iteration 37Q: 3 clusters Score -316815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -316819.250000 Penalty: 3822.479980
	Iteration 38Q: 3 clusters Score -316819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -316822.250000 Penalty: 3822.479980
	Iteration 39Q: 3 clusters Score -316822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -316822.875000 Penalty: 3822.479980
	Iteration 40F: 3 clusters Score -316822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -316824.906250 Penalty: 3822.479980
	Iteration 41Q: 3 clusters Score -316824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -316826.281250 Penalty: 3822.479980
	Iteration 42Q: 3 clusters Score -316826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -316830.250000 Penalty: 3822.479980
	Iteration 43Q: 3 clusters Score -316830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -316838.531250 Penalty: 3822.479980
	Iteration 44Q: 3 clusters Score -316838.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -316847.093750 Penalty: 3822.479980
	Iteration 45Q: 3 clusters Score -316847.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -316852.812500 Penalty: 3822.479980
	Iteration 46Q: 3 clusters Score -316852.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -316855.281250 Penalty: 3822.479980
	Iteration 47Q: 3 clusters Score -316855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -316859.781250 Penalty: 3822.479980
	Iteration 48Q: 3 clusters Score -316859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -316866.750000 Penalty: 3822.479980
	Iteration 49Q: 3 clusters Score -316866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -316882.656250 Penalty: 3822.479980
	Iteration 50Q: 3 clusters Score -316882.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -316900.562500 Penalty: 3822.479980
	Iteration 51Q: 3 clusters Score -316900.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -316921.406250 Penalty: 3822.479980
	Iteration 52Q: 3 clusters Score -316921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -316932.750000 Penalty: 3822.479980
	Iteration 53Q: 3 clusters Score -316932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -316942.718750 Penalty: 3822.479980
	Iteration 54Q: 3 clusters Score -316942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -316951.812500 Penalty: 3822.479980
	Iteration 55Q: 3 clusters Score -316951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -316966.687500 Penalty: 3822.479980
	Iteration 56Q: 3 clusters Score -316966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -316973.875000 Penalty: 3822.479980
	Iteration 57Q: 3 clusters Score -316973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -316978.187500 Penalty: 3822.479980
	Iteration 58Q: 3 clusters Score -316978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -316979.750000 Penalty: 3822.479980
	Iteration 59Q: 3 clusters Score -316979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -316980.000000 Penalty: 3822.479980
	Iteration 60F: 3 clusters Score -316980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 753 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 30970 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 1470 members 
Entering Unmasked Estep 
Score: -133762400.000000 Penalty: 228816.234375
Splitting cluster 4 changes total score from -133763384.000000 to -133762400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -926062.812500 Penalty: 2225.862305
	Iteration 0F: 2 clusters Score -926062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -919729.062500 Penalty: 4451.724609
	Iteration 0F: 3 clusters Score -919729.1 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -921434.562500 Penalty: 4451.724609
	Iteration 1F: 3 clusters Score -921434.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -921747.812500 Penalty: 4451.724609
	Iteration 2F: 3 clusters Score -921747.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -921952.125000 Penalty: 4451.724609
	Iteration 3F: 3 clusters Score -921952.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -922094.875000 Penalty: 4451.724609
	Iteration 4Q: 3 clusters Score -922094.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -922232.437500 Penalty: 4451.724609
	Iteration 5Q: 3 clusters Score -922232.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -922377.750000 Penalty: 4451.724609
	Iteration 6Q: 3 clusters Score -922377.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -922527.750000 Penalty: 4451.724609
	Iteration 7Q: 3 clusters Score -922527.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -922703.437500 Penalty: 4451.724609
	Iteration 8Q: 3 clusters Score -922703.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -922901.750000 Penalty: 4451.724609
	Iteration 9Q: 3 clusters Score -922901.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -923118.875000 Penalty: 4451.724609
	Iteration 10Q: 3 clusters Score -923118.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -923339.187500 Penalty: 4451.724609
	Iteration 11Q: 3 clusters Score -923339.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -923539.437500 Penalty: 4451.724609
	Iteration 12Q: 3 clusters Score -923539.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -923703.937500 Penalty: 4451.724609
	Iteration 13Q: 3 clusters Score -923703.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -923824.687500 Penalty: 4451.724609
	Iteration 14Q: 3 clusters Score -923824.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -923909.062500 Penalty: 4451.724609
	Iteration 15Q: 3 clusters Score -923909.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -923971.062500 Penalty: 4451.724609
	Iteration 16Q: 3 clusters Score -923971.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -924014.562500 Penalty: 4451.724609
	Iteration 17Q: 3 clusters Score -924014.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -924044.187500 Penalty: 4451.724609
	Iteration 18Q: 3 clusters Score -924044.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -924067.000000 Penalty: 4451.724609
	Iteration 19Q: 3 clusters Score -924067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -924098.500000 Penalty: 4451.724609
	Iteration 20F: 3 clusters Score -924098.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -924124.812500 Penalty: 4451.724609
	Iteration 21Q: 3 clusters Score -924124.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -924144.125000 Penalty: 4451.724609
	Iteration 22Q: 3 clusters Score -924144.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -924161.437500 Penalty: 4451.724609
	Iteration 23Q: 3 clusters Score -924161.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -924175.250000 Penalty: 4451.724609
	Iteration 24Q: 3 clusters Score -924175.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -924185.562500 Penalty: 4451.724609
	Iteration 25Q: 3 clusters Score -924185.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -924195.687500 Penalty: 4451.724609
	Iteration 26Q: 3 clusters Score -924195.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -924200.875000 Penalty: 4451.724609
	Iteration 27Q: 3 clusters Score -924200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -924204.875000 Penalty: 4451.724609
	Iteration 28Q: 3 clusters Score -924204.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -924210.125000 Penalty: 4451.724609
	Iteration 29Q: 3 clusters Score -924210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -924215.312500 Penalty: 4451.724609
	Iteration 30Q: 3 clusters Score -924215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -924215.875000 Penalty: 4451.724609
	Iteration 31Q: 3 clusters Score -924215.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -924215.875000 Penalty: 4451.724609
	Iteration 32F: 3 clusters Score -924215.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -262898.000000 Penalty: 1914.013428
	Iteration 0F: 2 clusters Score -262898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -260121.031250 Penalty: 3828.026855
	Iteration 0F: 3 clusters Score -260121 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -260665.781250 Penalty: 3828.026855
	Iteration 1F: 3 clusters Score -260665.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -260799.703125 Penalty: 3828.026855
	Iteration 2F: 3 clusters Score -260799.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260859.484375 Penalty: 3828.026855
	Iteration 3Q: 3 clusters Score -260859.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -260904.406250 Penalty: 3828.026855
	Iteration 4Q: 3 clusters Score -260904.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -260930.156250 Penalty: 3828.026855
	Iteration 5Q: 3 clusters Score -260930.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -260948.531250 Penalty: 3828.026855
	Iteration 6Q: 3 clusters Score -260948.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -260967.531250 Penalty: 3828.026855
	Iteration 7Q: 3 clusters Score -260967.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -260978.109375 Penalty: 3828.026855
	Iteration 8Q: 3 clusters Score -260978.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -260994.968750 Penalty: 3828.026855
	Iteration 9Q: 3 clusters Score -260995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -261003.828125 Penalty: 3828.026855
	Iteration 10Q: 3 clusters Score -261003.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -261009.359375 Penalty: 3828.026855
	Iteration 11Q: 3 clusters Score -261009.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -261017.000000 Penalty: 3828.026855
	Iteration 12Q: 3 clusters Score -261017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -261026.453125 Penalty: 3828.026855
	Iteration 13Q: 3 clusters Score -261026.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -261032.109375 Penalty: 3828.026855
	Iteration 14Q: 3 clusters Score -261032.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -261038.671875 Penalty: 3828.026855
	Iteration 15Q: 3 clusters Score -261038.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -261041.171875 Penalty: 3828.026855
	Iteration 16Q: 3 clusters Score -261041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -261047.046875 Penalty: 3828.026855
	Iteration 17Q: 3 clusters Score -261047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -261055.765625 Penalty: 3828.026855
	Iteration 18Q: 3 clusters Score -261055.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -261063.750000 Penalty: 3828.026855
	Iteration 19Q: 3 clusters Score -261063.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -261070.812500 Penalty: 3828.026855
	Iteration 20F: 3 clusters Score -261070.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -261076.937500 Penalty: 3828.026855
	Iteration 21Q: 3 clusters Score -261076.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -261081.593750 Penalty: 3828.026855
	Iteration 22Q: 3 clusters Score -261081.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -261086.859375 Penalty: 3828.026855
	Iteration 23Q: 3 clusters Score -261086.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -261091.843750 Penalty: 3828.026855
	Iteration 24Q: 3 clusters Score -261091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -261094.343750 Penalty: 3828.026855
	Iteration 25Q: 3 clusters Score -261094.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -261094.656250 Penalty: 3828.026855
	Iteration 26Q: 3 clusters Score -261094.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261095.390625 Penalty: 3828.026855
	Iteration 27Q: 3 clusters Score -261095.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261095.390625 Penalty: 3828.026855
	Iteration 28F: 3 clusters Score -261095.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Entering Unmasked Estep 
Score: -338359.312500 Penalty: 1978.791016
	Iteration 0F: 2 clusters Score -338359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -335160.750000 Penalty: 3957.582031
	Iteration 0F: 3 clusters Score -335160.8 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -335848.187500 Penalty: 3957.582031
	Iteration 1F: 3 clusters Score -335848.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -336063.687500 Penalty: 3957.582031
	Iteration 2F: 3 clusters Score -336063.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -336205.281250 Penalty: 3957.582031
	Iteration 3F: 3 clusters Score -336205.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -336309.187500 Penalty: 3957.582031
	Iteration 4Q: 3 clusters Score -336309.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -336384.437500 Penalty: 3957.582031
	Iteration 5Q: 3 clusters Score -336384.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -336434.968750 Penalty: 3957.582031
	Iteration 6Q: 3 clusters Score -336435 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -336485.531250 Penalty: 3957.582031
	Iteration 7Q: 3 clusters Score -336485.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -336534.218750 Penalty: 3957.582031
	Iteration 8Q: 3 clusters Score -336534.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -336580.000000 Penalty: 3957.582031
	Iteration 9Q: 3 clusters Score -336580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -336611.281250 Penalty: 3957.582031
	Iteration 10Q: 3 clusters Score -336611.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -336640.437500 Penalty: 3957.582031
	Iteration 11Q: 3 clusters Score -336640.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -336667.750000 Penalty: 3957.582031
	Iteration 12Q: 3 clusters Score -336667.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -336691.562500 Penalty: 3957.582031
	Iteration 13Q: 3 clusters Score -336691.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -336722.218750 Penalty: 3957.582031
	Iteration 14Q: 3 clusters Score -336722.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -336742.468750 Penalty: 3957.582031
	Iteration 15Q: 3 clusters Score -336742.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -336757.000000 Penalty: 3957.582031
	Iteration 16Q: 3 clusters Score -336757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -336770.781250 Penalty: 3957.582031
	Iteration 17Q: 3 clusters Score -336770.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -336785.156250 Penalty: 3957.582031
	Iteration 18Q: 3 clusters Score -336785.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -336797.500000 Penalty: 3957.582031
	Iteration 19Q: 3 clusters Score -336797.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -336806.000000 Penalty: 3957.582031
	Iteration 20F: 3 clusters Score -336806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -336816.593750 Penalty: 3957.582031
	Iteration 21Q: 3 clusters Score -336816.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -336823.468750 Penalty: 3957.582031
	Iteration 22Q: 3 clusters Score -336823.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -336833.312500 Penalty: 3957.582031
	Iteration 23Q: 3 clusters Score -336833.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -336837.812500 Penalty: 3957.582031
	Iteration 24Q: 3 clusters Score -336837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -336842.250000 Penalty: 3957.582031
	Iteration 25Q: 3 clusters Score -336842.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -336844.906250 Penalty: 3957.582031
	Iteration 26Q: 3 clusters Score -336844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -336847.968750 Penalty: 3957.582031
	Iteration 27Q: 3 clusters Score -336848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -336849.281250 Penalty: 3957.582031
	Iteration 28Q: 3 clusters Score -336849.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -336851.468750 Penalty: 3957.582031
	Iteration 29Q: 3 clusters Score -336851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -336853.312500 Penalty: 3957.582031
	Iteration 30Q: 3 clusters Score -336853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -336855.468750 Penalty: 3957.582031
	Iteration 31Q: 3 clusters Score -336855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -336857.718750 Penalty: 3957.582031
	Iteration 32Q: 3 clusters Score -336857.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -336860.281250 Penalty: 3957.582031
	Iteration 33Q: 3 clusters Score -336860.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -336860.531250 Penalty: 3957.582031
	Iteration 34Q: 3 clusters Score -336860.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -336860.531250 Penalty: 3957.582031
	Iteration 35F: 3 clusters Score -336860.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Entering Unmasked Estep 
Score: -2707164.500000 Penalty: 2490.164551
	Iteration 0F: 2 clusters Score -2707164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2691194.250000 Penalty: 4980.329102
	Iteration 0F: 3 clusters Score -2691194 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2696591.500000 Penalty: 4980.329102
	Iteration 1F: 3 clusters Score -2696592 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2697016.000000 Penalty: 4980.329102
	Iteration 2F: 3 clusters Score -2697016 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2697376.000000 Penalty: 4980.329102
	Iteration 3Q: 3 clusters Score -2697376 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2697750.250000 Penalty: 4980.329102
	Iteration 4Q: 3 clusters Score -2697750 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2698259.500000 Penalty: 4980.329102
	Iteration 5Q: 3 clusters Score -2698260 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2698979.750000 Penalty: 4980.329102
	Iteration 6F: 3 clusters Score -2698980 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2700074.750000 Penalty: 4980.329102
	Iteration 7F: 3 clusters Score -2700075 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2701447.250000 Penalty: 4980.329102
	Iteration 8F: 3 clusters Score -2701447 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2702938.750000 Penalty: 4980.329102
	Iteration 9F: 3 clusters Score -2702939 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2704286.750000 Penalty: 4980.329102
	Iteration 10F: 3 clusters Score -2704287 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2705170.250000 Penalty: 4980.329102
	Iteration 11Q: 3 clusters Score -2705170 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2705743.500000 Penalty: 4980.329102
	Iteration 12Q: 3 clusters Score -2705744 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2706070.000000 Penalty: 4980.329102
	Iteration 13Q: 3 clusters Score -2706070 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2706268.250000 Penalty: 4980.329102
	Iteration 14Q: 3 clusters Score -2706268 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2706345.000000 Penalty: 4980.329102
	Iteration 15Q: 3 clusters Score -2706345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2706364.750000 Penalty: 4980.329102
	Iteration 16Q: 3 clusters Score -2706365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2706381.500000 Penalty: 4980.329102
	Iteration 17Q: 3 clusters Score -2706382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2706384.250000 Penalty: 4980.329102
	Iteration 18Q: 3 clusters Score -2706384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2706385.500000 Penalty: 4980.329102
	Iteration 19Q: 3 clusters Score -2706386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2706385.500000 Penalty: 4980.329102
	Iteration 20F: 3 clusters Score -2706386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2706384.750000 Penalty: 4980.329102
	Iteration 21Q: 3 clusters Score -2706385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2706387.000000 Penalty: 4980.329102
	Iteration 22Q: 3 clusters Score -2706387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2706387.000000 Penalty: 4980.329102
	Iteration 23F: 3 clusters Score -2706387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (190589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190589 members 
Entering Unmasked Estep 
Score: -22471202.000000 Penalty: 3015.152832
	Iteration 0F: 2 clusters Score -2.24712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -22346172.000000 Penalty: 6030.305664
	Iteration 0F: 3 clusters Score -2.234617e+07 nChanged 91470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -22400242.000000 Penalty: 6030.305664
	Iteration 1F: 3 clusters Score -2.240024e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -22402684.000000 Penalty: 6030.305664
	Iteration 2Q: 3 clusters Score -2.240268e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -22407272.000000 Penalty: 6030.305664
	Iteration 3F: 3 clusters Score -2.240727e+07 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119673 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -22414608.000000 Penalty: 6030.305664
	Iteration 4F: 3 clusters Score -2.241461e+07 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130311 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -22423960.000000 Penalty: 6030.305664
	Iteration 5F: 3 clusters Score -2.242396e+07 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141571 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -22433220.000000 Penalty: 6030.305664
	Iteration 6F: 3 clusters Score -2.243322e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -22441196.000000 Penalty: 6030.305664
	Iteration 7F: 3 clusters Score -2.24412e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161661 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -22448080.000000 Penalty: 6030.305664
	Iteration 8F: 3 clusters Score -2.244808e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -22454022.000000 Penalty: 6030.305664
	Iteration 9Q: 3 clusters Score -2.245402e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177362 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -22459028.000000 Penalty: 6030.305664
	Iteration 10Q: 3 clusters Score -2.245903e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182751 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -22462896.000000 Penalty: 6030.305664
	Iteration 11Q: 3 clusters Score -2.24629e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186293 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -22465394.000000 Penalty: 6030.305664
	Iteration 12Q: 3 clusters Score -2.246539e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188316 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -22466882.000000 Penalty: 6030.305664
	Iteration 13Q: 3 clusters Score -2.246688e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189284 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -22467750.000000 Penalty: 6030.305664
	Iteration 14Q: 3 clusters Score -2.246775e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189689 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -22468092.000000 Penalty: 6030.305664
	Iteration 15Q: 3 clusters Score -2.246809e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189872 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -22468272.000000 Penalty: 6030.305664
	Iteration 16Q: 3 clusters Score -2.246827e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189971 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -22468394.000000 Penalty: 6030.305664
	Iteration 17Q: 3 clusters Score -2.246839e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190021 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -22468442.000000 Penalty: 6030.305664
	Iteration 18Q: 3 clusters Score -2.246844e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190061 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -22468502.000000 Penalty: 6030.305664
	Iteration 19Q: 3 clusters Score -2.24685e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190081 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22468538.000000 Penalty: 6030.305664
	Iteration 20F: 3 clusters Score -2.246854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190102 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -22468584.000000 Penalty: 6030.305664
	Iteration 21Q: 3 clusters Score -2.246858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190110 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22468590.000000 Penalty: 6030.305664
	Iteration 22Q: 3 clusters Score -2.246859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190122 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22468572.000000 Penalty: 6030.305664
	Iteration 23Q: 3 clusters Score -2.246857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190128 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22468586.000000 Penalty: 6030.305664
	Iteration 24Q: 3 clusters Score -2.246859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190129 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22468580.000000 Penalty: 6030.305664
	Iteration 25Q: 3 clusters Score -2.246858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190128 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22468582.000000 Penalty: 6030.305664
	Iteration 26Q: 3 clusters Score -2.246858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190129 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22468590.000000 Penalty: 6030.305664
	Iteration 27Q: 3 clusters Score -2.246859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190128 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22468598.000000 Penalty: 6030.305664
	Iteration 28Q: 3 clusters Score -2.24686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190128 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22468598.000000 Penalty: 6030.305664
	Iteration 29F: 3 clusters Score -2.24686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Entering Unmasked Estep 
Score: -3157260.750000 Penalty: 2528.350586
	Iteration 0F: 2 clusters Score -3157261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3138880.250000 Penalty: 5056.701172
	Iteration 0F: 3 clusters Score -3138880 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3145335.250000 Penalty: 5056.701172
	Iteration 1F: 3 clusters Score -3145335 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3145742.000000 Penalty: 5056.701172
	Iteration 2Q: 3 clusters Score -3145742 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3146108.750000 Penalty: 5056.701172
	Iteration 3Q: 3 clusters Score -3146109 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3146441.500000 Penalty: 5056.701172
	Iteration 4Q: 3 clusters Score -3146442 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3146847.750000 Penalty: 5056.701172
	Iteration 5Q: 3 clusters Score -3146848 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3147354.750000 Penalty: 5056.701172
	Iteration 6Q: 3 clusters Score -3147355 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3148034.750000 Penalty: 5056.701172
	Iteration 7Q: 3 clusters Score -3148035 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3148970.750000 Penalty: 5056.701172
	Iteration 8F: 3 clusters Score -3148971 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3150129.000000 Penalty: 5056.701172
	Iteration 9F: 3 clusters Score -3150129 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3151355.250000 Penalty: 5056.701172
	Iteration 10F: 3 clusters Score -3151355 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3152467.750000 Penalty: 5056.701172
	Iteration 11F: 3 clusters Score -3152468 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3153463.250000 Penalty: 5056.701172
	Iteration 12Q: 3 clusters Score -3153463 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3154260.250000 Penalty: 5056.701172
	Iteration 13Q: 3 clusters Score -3154260 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3154802.250000 Penalty: 5056.701172
	Iteration 14Q: 3 clusters Score -3154802 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3155210.250000 Penalty: 5056.701172
	Iteration 15Q: 3 clusters Score -3155210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3155414.250000 Penalty: 5056.701172
	Iteration 16Q: 3 clusters Score -3155414 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3155567.750000 Penalty: 5056.701172
	Iteration 17Q: 3 clusters Score -3155568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3155680.500000 Penalty: 5056.701172
	Iteration 18Q: 3 clusters Score -3155680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3155755.000000 Penalty: 5056.701172
	Iteration 19Q: 3 clusters Score -3155755 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3155820.500000 Penalty: 5056.701172
	Iteration 20F: 3 clusters Score -3155820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3155861.000000 Penalty: 5056.701172
	Iteration 21Q: 3 clusters Score -3155861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3155889.250000 Penalty: 5056.701172
	Iteration 22Q: 3 clusters Score -3155889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3155912.000000 Penalty: 5056.701172
	Iteration 23Q: 3 clusters Score -3155912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3155925.250000 Penalty: 5056.701172
	Iteration 24Q: 3 clusters Score -3155925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3155933.500000 Penalty: 5056.701172
	Iteration 25Q: 3 clusters Score -3155934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3155935.750000 Penalty: 5056.701172
	Iteration 26Q: 3 clusters Score -3155936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3155944.000000 Penalty: 5056.701172
	Iteration 27Q: 3 clusters Score -3155944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3155949.500000 Penalty: 5056.701172
	Iteration 28Q: 3 clusters Score -3155950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3155943.250000 Penalty: 5056.701172
	Iteration 29Q: 3 clusters Score -3155943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3155950.500000 Penalty: 5056.701172
	Iteration 30Q: 3 clusters Score -3155950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3155954.250000 Penalty: 5056.701172
	Iteration 31Q: 3 clusters Score -3155954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3155956.500000 Penalty: 5056.701172
	Iteration 32Q: 3 clusters Score -3155956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3155958.500000 Penalty: 5056.701172
	Iteration 33Q: 3 clusters Score -3155958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3155960.750000 Penalty: 5056.701172
	Iteration 34Q: 3 clusters Score -3155961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3155958.750000 Penalty: 5056.701172
	Iteration 35Q: 3 clusters Score -3155959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3155964.500000 Penalty: 5056.701172
	Iteration 36Q: 3 clusters Score -3155964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3155971.750000 Penalty: 5056.701172
	Iteration 37Q: 3 clusters Score -3155972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3155977.000000 Penalty: 5056.701172
	Iteration 38Q: 3 clusters Score -3155977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3155984.250000 Penalty: 5056.701172
	Iteration 39Q: 3 clusters Score -3155984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3155987.750000 Penalty: 5056.701172
	Iteration 40F: 3 clusters Score -3155988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3155994.000000 Penalty: 5056.701172
	Iteration 41Q: 3 clusters Score -3155994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3155994.500000 Penalty: 5056.701172
	Iteration 42Q: 3 clusters Score -3155994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3155996.250000 Penalty: 5056.701172
	Iteration 43Q: 3 clusters Score -3155996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3156000.500000 Penalty: 5056.701172
	Iteration 44Q: 3 clusters Score -3156000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3156003.750000 Penalty: 5056.701172
	Iteration 45Q: 3 clusters Score -3156004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3155999.000000 Penalty: 5056.701172
	Iteration 46Q: 3 clusters Score -3155999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3155999.750000 Penalty: 5056.701172
	Iteration 47Q: 3 clusters Score -3156000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3155999.750000 Penalty: 5056.701172
	Iteration 48F: 3 clusters Score -3156000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Entering Unmasked Estep 
Score: -1081668.125000 Penalty: 2264.561768
	Iteration 0F: 2 clusters Score -1081668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1074537.000000 Penalty: 4529.123535
	Iteration 0F: 3 clusters Score -1074537 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1076785.750000 Penalty: 4529.123535
	Iteration 1F: 3 clusters Score -1076786 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1077328.125000 Penalty: 4529.123535
	Iteration 2F: 3 clusters Score -1077328 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1077834.375000 Penalty: 4529.123535
	Iteration 3F: 3 clusters Score -1077834 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1078308.125000 Penalty: 4529.123535
	Iteration 4F: 3 clusters Score -1078308 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1078688.500000 Penalty: 4529.123535
	Iteration 5F: 3 clusters Score -1078688 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1078974.875000 Penalty: 4529.123535
	Iteration 6F: 3 clusters Score -1078975 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1079156.125000 Penalty: 4529.123535
	Iteration 7Q: 3 clusters Score -1079156 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1079264.125000 Penalty: 4529.123535
	Iteration 8Q: 3 clusters Score -1079264 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1079339.375000 Penalty: 4529.123535
	Iteration 9Q: 3 clusters Score -1079339 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1079383.750000 Penalty: 4529.123535
	Iteration 10Q: 3 clusters Score -1079384 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1079411.750000 Penalty: 4529.123535
	Iteration 11Q: 3 clusters Score -1079412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1079420.750000 Penalty: 4529.123535
	Iteration 12Q: 3 clusters Score -1079421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1079426.375000 Penalty: 4529.123535
	Iteration 13Q: 3 clusters Score -1079426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1079436.625000 Penalty: 4529.123535
	Iteration 14Q: 3 clusters Score -1079437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1079441.875000 Penalty: 4529.123535
	Iteration 15Q: 3 clusters Score -1079442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1079450.375000 Penalty: 4529.123535
	Iteration 16Q: 3 clusters Score -1079450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1079455.375000 Penalty: 4529.123535
	Iteration 17Q: 3 clusters Score -1079455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1079460.000000 Penalty: 4529.123535
	Iteration 18Q: 3 clusters Score -1079460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1079464.000000 Penalty: 4529.123535
	Iteration 19Q: 3 clusters Score -1079464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1079470.875000 Penalty: 4529.123535
	Iteration 20F: 3 clusters Score -1079471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1079477.250000 Penalty: 4529.123535
	Iteration 21Q: 3 clusters Score -1079477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1079487.625000 Penalty: 4529.123535
	Iteration 22Q: 3 clusters Score -1079488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1079491.250000 Penalty: 4529.123535
	Iteration 23Q: 3 clusters Score -1079491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1079501.125000 Penalty: 4529.123535
	Iteration 24Q: 3 clusters Score -1079501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1079508.125000 Penalty: 4529.123535
	Iteration 25Q: 3 clusters Score -1079508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1079514.125000 Penalty: 4529.123535
	Iteration 26Q: 3 clusters Score -1079514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1079520.625000 Penalty: 4529.123535
	Iteration 27Q: 3 clusters Score -1079521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1079531.500000 Penalty: 4529.123535
	Iteration 28Q: 3 clusters Score -1079532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1079542.250000 Penalty: 4529.123535
	Iteration 29Q: 3 clusters Score -1079542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1079557.625000 Penalty: 4529.123535
	Iteration 30Q: 3 clusters Score -1079558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1079573.375000 Penalty: 4529.123535
	Iteration 31Q: 3 clusters Score -1079573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1079588.875000 Penalty: 4529.123535
	Iteration 32Q: 3 clusters Score -1079589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1079607.125000 Penalty: 4529.123535
	Iteration 33Q: 3 clusters Score -1079607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1079619.500000 Penalty: 4529.123535
	Iteration 34Q: 3 clusters Score -1079620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1079632.125000 Penalty: 4529.123535
	Iteration 35Q: 3 clusters Score -1079632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1079639.000000 Penalty: 4529.123535
	Iteration 36Q: 3 clusters Score -1079639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1079644.500000 Penalty: 4529.123535
	Iteration 37Q: 3 clusters Score -1079644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1079652.125000 Penalty: 4529.123535
	Iteration 38Q: 3 clusters Score -1079652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1079660.375000 Penalty: 4529.123535
	Iteration 39Q: 3 clusters Score -1079660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1079667.625000 Penalty: 4529.123535
	Iteration 40F: 3 clusters Score -1079668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1079676.250000 Penalty: 4529.123535
	Iteration 41Q: 3 clusters Score -1079676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1079682.250000 Penalty: 4529.123535
	Iteration 42Q: 3 clusters Score -1079682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1079690.625000 Penalty: 4529.123535
	Iteration 43Q: 3 clusters Score -1079691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1079693.375000 Penalty: 4529.123535
	Iteration 44Q: 3 clusters Score -1079693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1079700.125000 Penalty: 4529.123535
	Iteration 45Q: 3 clusters Score -1079700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1079707.750000 Penalty: 4529.123535
	Iteration 46Q: 3 clusters Score -1079708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1079712.500000 Penalty: 4529.123535
	Iteration 47Q: 3 clusters Score -1079712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1079717.750000 Penalty: 4529.123535
	Iteration 48Q: 3 clusters Score -1079718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1079721.750000 Penalty: 4529.123535
	Iteration 49Q: 3 clusters Score -1079722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1079727.875000 Penalty: 4529.123535
	Iteration 50Q: 3 clusters Score -1079728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1079733.000000 Penalty: 4529.123535
	Iteration 51Q: 3 clusters Score -1079733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1079735.625000 Penalty: 4529.123535
	Iteration 52Q: 3 clusters Score -1079736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1079742.250000 Penalty: 4529.123535
	Iteration 53Q: 3 clusters Score -1079742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1079748.375000 Penalty: 4529.123535
	Iteration 54Q: 3 clusters Score -1079748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1079753.000000 Penalty: 4529.123535
	Iteration 55Q: 3 clusters Score -1079753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1079757.250000 Penalty: 4529.123535
	Iteration 56Q: 3 clusters Score -1079757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1079759.125000 Penalty: 4529.123535
	Iteration 57Q: 3 clusters Score -1079759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1079765.500000 Penalty: 4529.123535
	Iteration 58Q: 3 clusters Score -1079766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1079767.875000 Penalty: 4529.123535
	Iteration 59Q: 3 clusters Score -1079768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1079769.625000 Penalty: 4529.123535
	Iteration 60F: 3 clusters Score -1079770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1079772.250000 Penalty: 4529.123535
	Iteration 61Q: 3 clusters Score -1079772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1079775.375000 Penalty: 4529.123535
	Iteration 62Q: 3 clusters Score -1079775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1079778.000000 Penalty: 4529.123535
	Iteration 63Q: 3 clusters Score -1079778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1079781.500000 Penalty: 4529.123535
	Iteration 64Q: 3 clusters Score -1079782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1079785.625000 Penalty: 4529.123535
	Iteration 65Q: 3 clusters Score -1079786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1079787.375000 Penalty: 4529.123535
	Iteration 66Q: 3 clusters Score -1079787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1079786.125000 Penalty: 4529.123535
	Iteration 67Q: 3 clusters Score -1079786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1079789.750000 Penalty: 4529.123535
	Iteration 68Q: 3 clusters Score -1079790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1079791.250000 Penalty: 4529.123535
	Iteration 69Q: 3 clusters Score -1079791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1079790.875000 Penalty: 4529.123535
	Iteration 70Q: 3 clusters Score -1079791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1079791.375000 Penalty: 4529.123535
	Iteration 71Q: 3 clusters Score -1079791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1079792.625000 Penalty: 4529.123535
	Iteration 72Q: 3 clusters Score -1079793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1079794.000000 Penalty: 4529.123535
	Iteration 73Q: 3 clusters Score -1079794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1079793.625000 Penalty: 4529.123535
	Iteration 74Q: 3 clusters Score -1079794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1079793.375000 Penalty: 4529.123535
	Iteration 75Q: 3 clusters Score -1079793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1079795.875000 Penalty: 4529.123535
	Iteration 76Q: 3 clusters Score -1079796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1079796.375000 Penalty: 4529.123535
	Iteration 77Q: 3 clusters Score -1079796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1079799.000000 Penalty: 4529.123535
	Iteration 78Q: 3 clusters Score -1079799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1079799.000000 Penalty: 4529.123535
	Iteration 79Q: 3 clusters Score -1079799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1079802.375000 Penalty: 4529.123535
	Iteration 80F: 3 clusters Score -1079802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1079803.250000 Penalty: 4529.123535
	Iteration 81Q: 3 clusters Score -1079803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1079803.625000 Penalty: 4529.123535
	Iteration 82Q: 3 clusters Score -1079804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1079803.000000 Penalty: 4529.123535
	Iteration 83Q: 3 clusters Score -1079803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1079802.500000 Penalty: 4529.123535
	Iteration 84Q: 3 clusters Score -1079802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1079802.500000 Penalty: 4529.123535
	Iteration 85F: 3 clusters Score -1079802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Entering Unmasked Estep 
Score: -2041851.125000 Penalty: 2419.423828
	Iteration 0F: 2 clusters Score -2041851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2029511.625000 Penalty: 4838.847656
	Iteration 0F: 3 clusters Score -2029512 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2033575.625000 Penalty: 4838.847656
	Iteration 1F: 3 clusters Score -2033576 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2034089.125000 Penalty: 4838.847656
	Iteration 2F: 3 clusters Score -2034089 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2034617.500000 Penalty: 4838.847656
	Iteration 3F: 3 clusters Score -2034618 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2035148.000000 Penalty: 4838.847656
	Iteration 4F: 3 clusters Score -2035148 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2035665.125000 Penalty: 4838.847656
	Iteration 5F: 3 clusters Score -2035665 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2036201.000000 Penalty: 4838.847656
	Iteration 6F: 3 clusters Score -2036201 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2036747.750000 Penalty: 4838.847656
	Iteration 7F: 3 clusters Score -2036748 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2037237.000000 Penalty: 4838.847656
	Iteration 8Q: 3 clusters Score -2037237 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2037731.375000 Penalty: 4838.847656
	Iteration 9Q: 3 clusters Score -2037731 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2038122.500000 Penalty: 4838.847656
	Iteration 10Q: 3 clusters Score -2038122 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2038445.750000 Penalty: 4838.847656
	Iteration 11Q: 3 clusters Score -2038446 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2038710.625000 Penalty: 4838.847656
	Iteration 12Q: 3 clusters Score -2038711 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2038952.750000 Penalty: 4838.847656
	Iteration 13Q: 3 clusters Score -2038953 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2039153.250000 Penalty: 4838.847656
	Iteration 14Q: 3 clusters Score -2039153 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2039320.375000 Penalty: 4838.847656
	Iteration 15Q: 3 clusters Score -2039320 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2039458.250000 Penalty: 4838.847656
	Iteration 16Q: 3 clusters Score -2039458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2039561.125000 Penalty: 4838.847656
	Iteration 17Q: 3 clusters Score -2039561 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2039636.375000 Penalty: 4838.847656
	Iteration 18Q: 3 clusters Score -2039636 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2039695.500000 Penalty: 4838.847656
	Iteration 19Q: 3 clusters Score -2039696 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2039747.750000 Penalty: 4838.847656
	Iteration 20F: 3 clusters Score -2039748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2039769.125000 Penalty: 4838.847656
	Iteration 21Q: 3 clusters Score -2039769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2039787.000000 Penalty: 4838.847656
	Iteration 22Q: 3 clusters Score -2039787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2039818.125000 Penalty: 4838.847656
	Iteration 23Q: 3 clusters Score -2039818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2039839.625000 Penalty: 4838.847656
	Iteration 24Q: 3 clusters Score -2039840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2039849.000000 Penalty: 4838.847656
	Iteration 25Q: 3 clusters Score -2039849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2039869.750000 Penalty: 4838.847656
	Iteration 26Q: 3 clusters Score -2039870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2039875.500000 Penalty: 4838.847656
	Iteration 27Q: 3 clusters Score -2039876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2039887.250000 Penalty: 4838.847656
	Iteration 28Q: 3 clusters Score -2039887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2039903.750000 Penalty: 4838.847656
	Iteration 29Q: 3 clusters Score -2039904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2039909.500000 Penalty: 4838.847656
	Iteration 30Q: 3 clusters Score -2039910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2039908.500000 Penalty: 4838.847656
	Iteration 31Q: 3 clusters Score -2039908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2039911.250000 Penalty: 4838.847656
	Iteration 32Q: 3 clusters Score -2039911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2039914.875000 Penalty: 4838.847656
	Iteration 33Q: 3 clusters Score -2039915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2039914.875000 Penalty: 4838.847656
	Iteration 34Q: 3 clusters Score -2039915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2039918.250000 Penalty: 4838.847656
	Iteration 35Q: 3 clusters Score -2039918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2039920.875000 Penalty: 4838.847656
	Iteration 36Q: 3 clusters Score -2039921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2039923.500000 Penalty: 4838.847656
	Iteration 37Q: 3 clusters Score -2039924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2039923.250000 Penalty: 4838.847656
	Iteration 38Q: 3 clusters Score -2039923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2039921.625000 Penalty: 4838.847656
	Iteration 39Q: 3 clusters Score -2039922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2039922.875000 Penalty: 4838.847656
	Iteration 40F: 3 clusters Score -2039923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2039922.250000 Penalty: 4838.847656
	Iteration 41Q: 3 clusters Score -2039922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2039922.250000 Penalty: 4838.847656
	Iteration 42F: 3 clusters Score -2039922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -52054.761719 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -52054.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50683.167969 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -50683.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50874.992188 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -50874.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51019.753906 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -51019.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51144.277344 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -51144.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51261.128906 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -51261.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51430.730469 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -51430.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51584.210938 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -51584.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51709.316406 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -51709.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51923.062500 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -51923.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51998.996094 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -51999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52128.082031 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -52128.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -52135.875000 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -52135.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -52145.402344 Penalty: 2930.409180
	Iteration 12Q: 3 clusters Score -52145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -52148.261719 Penalty: 2930.409180
	Iteration 13Q: 3 clusters Score -52148.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52150.421875 Penalty: 2930.409180
	Iteration 14Q: 3 clusters Score -52150.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52150.421875 Penalty: 2930.409180
	Iteration 15F: 3 clusters Score -52150.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 237 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 30970 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 131 members 
Entering Unmasked Estep 
Score: -133761984.000000 Penalty: 228816.234375
Splitting cluster 13 changes total score from -133763384.000000 to -133761984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -131850.484375 Penalty: 1717.791138
	Iteration 0F: 2 clusters Score -131850.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -130193.320312 Penalty: 3435.582275
	Iteration 0F: 3 clusters Score -130193.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -131353.296875 Penalty: 3435.582275
	Iteration 1F: 3 clusters Score -131353.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -131729.390625 Penalty: 3435.582275
	Iteration 2F: 3 clusters Score -131729.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -131948.171875 Penalty: 3435.582275
	Iteration 3F: 3 clusters Score -131948.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -132106.328125 Penalty: 3435.582275
	Iteration 4Q: 3 clusters Score -132106.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -132152.921875 Penalty: 3435.582275
	Iteration 5Q: 3 clusters Score -132152.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -132190.453125 Penalty: 3435.582275
	Iteration 6Q: 3 clusters Score -132190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -132200.328125 Penalty: 3435.582275
	Iteration 7Q: 3 clusters Score -132200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -132216.906250 Penalty: 3435.582275
	Iteration 8Q: 3 clusters Score -132216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -132223.359375 Penalty: 3435.582275
	Iteration 9Q: 3 clusters Score -132223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -132228.406250 Penalty: 3435.582275
	Iteration 10Q: 3 clusters Score -132228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -132230.703125 Penalty: 3435.582275
	Iteration 11Q: 3 clusters Score -132230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -132230.703125 Penalty: 3435.582275
	Iteration 12F: 3 clusters Score -132230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 30970 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 335 members 
Entering Unmasked Estep 
Score: -133762768.000000 Penalty: 228816.234375
Splitting cluster 14 changes total score from -133763384.000000 to -133762768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -129108.898438 Penalty: 1708.113037
	Iteration 0F: 2 clusters Score -129108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127335.734375 Penalty: 3416.226074
	Iteration 0F: 3 clusters Score -127335.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128253.726562 Penalty: 3416.226074
	Iteration 1F: 3 clusters Score -128253.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128841.687500 Penalty: 3416.226074
	Iteration 2F: 3 clusters Score -128841.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -129093.453125 Penalty: 3416.226074
	Iteration 3F: 3 clusters Score -129093.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -129315.984375 Penalty: 3416.226074
	Iteration 4F: 3 clusters Score -129316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -129448.273438 Penalty: 3416.226074
	Iteration 5Q: 3 clusters Score -129448.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -129572.414062 Penalty: 3416.226074
	Iteration 6Q: 3 clusters Score -129572.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -129624.156250 Penalty: 3416.226074
	Iteration 7Q: 3 clusters Score -129624.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -129673.554688 Penalty: 3416.226074
	Iteration 8Q: 3 clusters Score -129673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -129695.992188 Penalty: 3416.226074
	Iteration 9Q: 3 clusters Score -129696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -129728.476562 Penalty: 3416.226074
	Iteration 10Q: 3 clusters Score -129728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -129741.468750 Penalty: 3416.226074
	Iteration 11Q: 3 clusters Score -129741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -129748.476562 Penalty: 3416.226074
	Iteration 12Q: 3 clusters Score -129748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -129753.187500 Penalty: 3416.226074
	Iteration 13Q: 3 clusters Score -129753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -129760.710938 Penalty: 3416.226074
	Iteration 14Q: 3 clusters Score -129760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -129760.710938 Penalty: 3416.226074
	Iteration 15F: 3 clusters Score -129760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 30970 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 307 members 
Entering Unmasked Estep 
Score: -133762928.000000 Penalty: 228816.234375
Splitting cluster 15 changes total score from -133763384.000000 to -133762928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -50616.042969 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -50616.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49149.476562 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -49149.48 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49379.300781 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -49379.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49432.714844 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -49432.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49490.792969 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -49490.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49560.218750 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -49560.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49669.742188 Penalty: 3122.451904
	Iteration 5F: 3 clusters Score -49669.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49771.238281 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -49771.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49925.703125 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -49925.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50090.519531 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -50090.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50225.566406 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -50225.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50332.507812 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -50332.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50432.035156 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -50432.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50475.101562 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -50475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50508.375000 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -50508.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50529.609375 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -50529.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50536.828125 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -50536.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50545.457031 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -50545.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50551.796875 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -50551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50566.199219 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -50566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50569.011719 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -50569.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50569.902344 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -50569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50575.585938 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -50575.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50578.242188 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -50578.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50578.242188 Penalty: 3122.451904
	Iteration 23F: 3 clusters Score -50578.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (176266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176266 members 
Entering Unmasked Estep 
Score: -20776464.000000 Penalty: 2995.777832
	Iteration 0F: 2 clusters Score -2.077646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -20659194.000000 Penalty: 5991.555664
	Iteration 0F: 3 clusters Score -2.065919e+07 nChanged 84664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -20709884.000000 Penalty: 5991.555664
	Iteration 1F: 3 clusters Score -2.070988e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77006 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -20712268.000000 Penalty: 5991.555664
	Iteration 2Q: 3 clusters Score -2.071227e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -20716364.000000 Penalty: 5991.555664
	Iteration 3Q: 3 clusters Score -2.071636e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 116062 members 
Entering Unmasked Estep 
Score: -20723742.000000 Penalty: 5991.555664
	Iteration 4F: 3 clusters Score -2.072374e+07 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 128867 members 
Entering Unmasked Estep 
Score: -20734670.000000 Penalty: 5991.555664
	Iteration 5F: 3 clusters Score -2.073467e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 142601 members 
Entering Unmasked Estep 
Score: -20747482.000000 Penalty: 5991.555664
	Iteration 6F: 3 clusters Score -2.074748e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -20757206.000000 Penalty: 5991.555664
	Iteration 7F: 3 clusters Score -2.075721e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 161973 members 
Entering Unmasked Estep 
Score: -20763550.000000 Penalty: 5991.555664
	Iteration 8Q: 3 clusters Score -2.076355e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 167430 members 
Entering Unmasked Estep 
Score: -20767872.000000 Penalty: 5991.555664
	Iteration 9Q: 3 clusters Score -2.076787e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 171028 members 
Entering Unmasked Estep 
Score: -20770500.000000 Penalty: 5991.555664
	Iteration 10Q: 3 clusters Score -2.07705e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 173278 members 
Entering Unmasked Estep 
Score: -20772214.000000 Penalty: 5991.555664
	Iteration 11Q: 3 clusters Score -2.077221e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 174459 members 
Entering Unmasked Estep 
Score: -20773178.000000 Penalty: 5991.555664
	Iteration 12Q: 3 clusters Score -2.077318e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 175051 members 
Entering Unmasked Estep 
Score: -20773586.000000 Penalty: 5991.555664
	Iteration 13Q: 3 clusters Score -2.077359e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 175334 members 
Entering Unmasked Estep 
Score: -20773776.000000 Penalty: 5991.555664
	Iteration 14Q: 3 clusters Score -2.077378e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 175467 members 
Entering Unmasked Estep 
Score: -20773872.000000 Penalty: 5991.555664
	Iteration 15Q: 3 clusters Score -2.077387e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 175548 members 
Entering Unmasked Estep 
Score: -20773922.000000 Penalty: 5991.555664
	Iteration 16Q: 3 clusters Score -2.077392e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 175591 members 
Entering Unmasked Estep 
Score: -20773974.000000 Penalty: 5991.555664
	Iteration 17Q: 3 clusters Score -2.077397e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 175630 members 
Entering Unmasked Estep 
Score: -20773962.000000 Penalty: 5991.555664
	Iteration 18Q: 3 clusters Score -2.077396e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 175661 members 
Entering Unmasked Estep 
Score: -20774006.000000 Penalty: 5991.555664
	Iteration 19Q: 3 clusters Score -2.077401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 175676 members 
Entering Unmasked Estep 
Score: -20774038.000000 Penalty: 5991.555664
	Iteration 20F: 3 clusters Score -2.077404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 175686 members 
Entering Unmasked Estep 
Score: -20774048.000000 Penalty: 5991.555664
	Iteration 21Q: 3 clusters Score -2.077405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 175698 members 
Entering Unmasked Estep 
Score: -20774056.000000 Penalty: 5991.555664
	Iteration 22Q: 3 clusters Score -2.077406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 175708 members 
Entering Unmasked Estep 
Score: -20774052.000000 Penalty: 5991.555664
	Iteration 23Q: 3 clusters Score -2.077405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 175715 members 
Entering Unmasked Estep 
Score: -20774044.000000 Penalty: 5991.555664
	Iteration 24Q: 3 clusters Score -2.077404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -20774038.000000 Penalty: 5991.555664
	Iteration 25Q: 3 clusters Score -2.077404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 175728 members 
Entering Unmasked Estep 
Score: -20774052.000000 Penalty: 5991.555664
	Iteration 26Q: 3 clusters Score -2.077405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 175736 members 
Entering Unmasked Estep 
Score: -20774074.000000 Penalty: 5991.555664
	Iteration 27Q: 3 clusters Score -2.077407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 175742 members 
Entering Unmasked Estep 
Score: -20774058.000000 Penalty: 5991.555664
	Iteration 28Q: 3 clusters Score -2.077406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 175741 members 
Entering Unmasked Estep 
Score: -20774076.000000 Penalty: 5991.555664
	Iteration 29Q: 3 clusters Score -2.077408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 175738 members 
Entering Unmasked Estep 
Score: -20774066.000000 Penalty: 5991.555664
	Iteration 30Q: 3 clusters Score -2.077407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -20774068.000000 Penalty: 5991.555664
	Iteration 31Q: 3 clusters Score -2.077407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 175739 members 
Entering Unmasked Estep 
Score: -20774076.000000 Penalty: 5991.555664
	Iteration 32Q: 3 clusters Score -2.077408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 175739 members 
Entering Unmasked Estep 
Score: -20774076.000000 Penalty: 5991.555664
	Iteration 33F: 3 clusters Score -2.077408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Entering Unmasked Estep 
Score: -756266.125000 Penalty: 2211.825439
	Iteration 0F: 2 clusters Score -756266.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -750212.437500 Penalty: 4423.650879
	Iteration 0F: 3 clusters Score -750212.4 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -752033.125000 Penalty: 4423.650879
	Iteration 1F: 3 clusters Score -752033.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -752473.000000 Penalty: 4423.650879
	Iteration 2F: 3 clusters Score -752473 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -752854.687500 Penalty: 4423.650879
	Iteration 3F: 3 clusters Score -752854.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -753211.187500 Penalty: 4423.650879
	Iteration 4F: 3 clusters Score -753211.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -753535.312500 Penalty: 4423.650879
	Iteration 5F: 3 clusters Score -753535.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -753799.062500 Penalty: 4423.650879
	Iteration 6F: 3 clusters Score -753799.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -754006.000000 Penalty: 4423.650879
	Iteration 7Q: 3 clusters Score -754006 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -754172.312500 Penalty: 4423.650879
	Iteration 8Q: 3 clusters Score -754172.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -754297.437500 Penalty: 4423.650879
	Iteration 9Q: 3 clusters Score -754297.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -754411.375000 Penalty: 4423.650879
	Iteration 10Q: 3 clusters Score -754411.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -754508.437500 Penalty: 4423.650879
	Iteration 11Q: 3 clusters Score -754508.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -754592.312500 Penalty: 4423.650879
	Iteration 12Q: 3 clusters Score -754592.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -754672.000000 Penalty: 4423.650879
	Iteration 13Q: 3 clusters Score -754672 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -754740.687500 Penalty: 4423.650879
	Iteration 14Q: 3 clusters Score -754740.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -754788.625000 Penalty: 4423.650879
	Iteration 15Q: 3 clusters Score -754788.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -754820.562500 Penalty: 4423.650879
	Iteration 16Q: 3 clusters Score -754820.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -754855.125000 Penalty: 4423.650879
	Iteration 17Q: 3 clusters Score -754855.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -754883.625000 Penalty: 4423.650879
	Iteration 18Q: 3 clusters Score -754883.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -754910.062500 Penalty: 4423.650879
	Iteration 19Q: 3 clusters Score -754910.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -754929.250000 Penalty: 4423.650879
	Iteration 20F: 3 clusters Score -754929.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -754938.875000 Penalty: 4423.650879
	Iteration 21Q: 3 clusters Score -754938.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -754948.312500 Penalty: 4423.650879
	Iteration 22Q: 3 clusters Score -754948.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -754957.812500 Penalty: 4423.650879
	Iteration 23Q: 3 clusters Score -754957.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -754961.750000 Penalty: 4423.650879
	Iteration 24Q: 3 clusters Score -754961.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -754966.687500 Penalty: 4423.650879
	Iteration 25Q: 3 clusters Score -754966.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -754971.312500 Penalty: 4423.650879
	Iteration 26Q: 3 clusters Score -754971.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -754975.500000 Penalty: 4423.650879
	Iteration 27Q: 3 clusters Score -754975.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -754974.312500 Penalty: 4423.650879
	Iteration 28Q: 3 clusters Score -754974.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -754978.125000 Penalty: 4423.650879
	Iteration 29Q: 3 clusters Score -754978.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -754981.062500 Penalty: 4423.650879
	Iteration 30Q: 3 clusters Score -754981.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -754983.437500 Penalty: 4423.650879
	Iteration 31Q: 3 clusters Score -754983.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -754990.062500 Penalty: 4423.650879
	Iteration 32Q: 3 clusters Score -754990.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -754993.312500 Penalty: 4423.650879
	Iteration 33Q: 3 clusters Score -754993.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -754999.312500 Penalty: 4423.650879
	Iteration 34Q: 3 clusters Score -754999.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -755006.312500 Penalty: 4423.650879
	Iteration 35Q: 3 clusters Score -755006.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -755005.375000 Penalty: 4423.650879
	Iteration 36Q: 3 clusters Score -755005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -755004.687500 Penalty: 4423.650879
	Iteration 37Q: 3 clusters Score -755004.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -755005.875000 Penalty: 4423.650879
	Iteration 38Q: 3 clusters Score -755005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -755005.875000 Penalty: 4423.650879
	Iteration 39Q: 3 clusters Score -755005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -755006.000000 Penalty: 4423.650879
	Iteration 40F: 3 clusters Score -755006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -755005.812500 Penalty: 4423.650879
	Iteration 41Q: 3 clusters Score -755005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -755006.500000 Penalty: 4423.650879
	Iteration 42Q: 3 clusters Score -755006.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -755007.125000 Penalty: 4423.650879
	Iteration 43Q: 3 clusters Score -755007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -755008.187500 Penalty: 4423.650879
	Iteration 44Q: 3 clusters Score -755008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -755008.750000 Penalty: 4423.650879
	Iteration 45Q: 3 clusters Score -755008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -755008.750000 Penalty: 4423.650879
	Iteration 46F: 3 clusters Score -755008.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Entering Unmasked Estep 
Score: -6307924.000000 Penalty: 2693.165283
	Iteration 0F: 2 clusters Score -6307924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -6272917.500000 Penalty: 5386.330566
	Iteration 0F: 3 clusters Score -6272918 nChanged 24148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -6286383.000000 Penalty: 5386.330566
	Iteration 1F: 3 clusters Score -6286383 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -6286847.500000 Penalty: 5386.330566
	Iteration 2Q: 3 clusters Score -6286848 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -6287305.000000 Penalty: 5386.330566
	Iteration 3Q: 3 clusters Score -6287305 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -6287884.000000 Penalty: 5386.330566
	Iteration 4Q: 3 clusters Score -6287884 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -6288690.500000 Penalty: 5386.330566
	Iteration 5Q: 3 clusters Score -6288690 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -6289845.500000 Penalty: 5386.330566
	Iteration 6Q: 3 clusters Score -6289846 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -6291682.500000 Penalty: 5386.330566
	Iteration 7F: 3 clusters Score -6291682 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -6294359.000000 Penalty: 5386.330566
	Iteration 8F: 3 clusters Score -6294359 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -6297241.500000 Penalty: 5386.330566
	Iteration 9F: 3 clusters Score -6297242 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -6299485.000000 Penalty: 5386.330566
	Iteration 10F: 3 clusters Score -6299485 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -6300980.500000 Penalty: 5386.330566
	Iteration 11Q: 3 clusters Score -6300980 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -6302072.000000 Penalty: 5386.330566
	Iteration 12Q: 3 clusters Score -6302072 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -6302893.000000 Penalty: 5386.330566
	Iteration 13Q: 3 clusters Score -6302893 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -6303530.500000 Penalty: 5386.330566
	Iteration 14Q: 3 clusters Score -6303530 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -6304014.000000 Penalty: 5386.330566
	Iteration 15Q: 3 clusters Score -6304014 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -6304371.500000 Penalty: 5386.330566
	Iteration 16Q: 3 clusters Score -6304372 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -6304677.000000 Penalty: 5386.330566
	Iteration 17Q: 3 clusters Score -6304677 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -6304909.500000 Penalty: 5386.330566
	Iteration 18Q: 3 clusters Score -6304910 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6305100.000000 Penalty: 5386.330566
	Iteration 19Q: 3 clusters Score -6305100 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -6305224.000000 Penalty: 5386.330566
	Iteration 20F: 3 clusters Score -6305224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -6305309.500000 Penalty: 5386.330566
	Iteration 21Q: 3 clusters Score -6305310 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6305367.500000 Penalty: 5386.330566
	Iteration 22Q: 3 clusters Score -6305368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -6305428.000000 Penalty: 5386.330566
	Iteration 23Q: 3 clusters Score -6305428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -6305478.500000 Penalty: 5386.330566
	Iteration 24Q: 3 clusters Score -6305478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -6305527.000000 Penalty: 5386.330566
	Iteration 25Q: 3 clusters Score -6305527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -6305540.000000 Penalty: 5386.330566
	Iteration 26Q: 3 clusters Score -6305540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -6305544.000000 Penalty: 5386.330566
	Iteration 27Q: 3 clusters Score -6305544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -6305553.500000 Penalty: 5386.330566
	Iteration 28Q: 3 clusters Score -6305554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -6305567.500000 Penalty: 5386.330566
	Iteration 29Q: 3 clusters Score -6305568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -6305585.500000 Penalty: 5386.330566
	Iteration 30Q: 3 clusters Score -6305586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -6305597.500000 Penalty: 5386.330566
	Iteration 31Q: 3 clusters Score -6305598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -6305601.500000 Penalty: 5386.330566
	Iteration 32Q: 3 clusters Score -6305602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -6305607.000000 Penalty: 5386.330566
	Iteration 33Q: 3 clusters Score -6305607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6305619.500000 Penalty: 5386.330566
	Iteration 34Q: 3 clusters Score -6305620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -6305631.500000 Penalty: 5386.330566
	Iteration 35Q: 3 clusters Score -6305632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -6305626.500000 Penalty: 5386.330566
	Iteration 36Q: 3 clusters Score -6305626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -6305628.000000 Penalty: 5386.330566
	Iteration 37Q: 3 clusters Score -6305628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6305637.000000 Penalty: 5386.330566
	Iteration 38Q: 3 clusters Score -6305637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -6305639.000000 Penalty: 5386.330566
	Iteration 39Q: 3 clusters Score -6305639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -6305639.500000 Penalty: 5386.330566
	Iteration 40F: 3 clusters Score -6305640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -6305641.500000 Penalty: 5386.330566
	Iteration 41Q: 3 clusters Score -6305642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -6305636.500000 Penalty: 5386.330566
	Iteration 42Q: 3 clusters Score -6305636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -6305645.000000 Penalty: 5386.330566
	Iteration 43Q: 3 clusters Score -6305645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -6305640.500000 Penalty: 5386.330566
	Iteration 44Q: 3 clusters Score -6305640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -6305640.500000 Penalty: 5386.330566
	Iteration 45Q: 3 clusters Score -6305640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -6305634.500000 Penalty: 5386.330566
	Iteration 46Q: 3 clusters Score -6305634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -6305630.500000 Penalty: 5386.330566
	Iteration 47Q: 3 clusters Score -6305630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -6305638.000000 Penalty: 5386.330566
	Iteration 48Q: 3 clusters Score -6305638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -6305645.500000 Penalty: 5386.330566
	Iteration 49Q: 3 clusters Score -6305646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -6305644.500000 Penalty: 5386.330566
	Iteration 50Q: 3 clusters Score -6305644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -6305651.000000 Penalty: 5386.330566
	Iteration 51Q: 3 clusters Score -6305651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -6305646.500000 Penalty: 5386.330566
	Iteration 52Q: 3 clusters Score -6305646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -6305647.500000 Penalty: 5386.330566
	Iteration 53Q: 3 clusters Score -6305648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -6305654.500000 Penalty: 5386.330566
	Iteration 54Q: 3 clusters Score -6305654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -6305649.000000 Penalty: 5386.330566
	Iteration 55Q: 3 clusters Score -6305649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -6305657.000000 Penalty: 5386.330566
	Iteration 56Q: 3 clusters Score -6305657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -6305663.500000 Penalty: 5386.330566
	Iteration 57Q: 3 clusters Score -6305664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -6305649.500000 Penalty: 5386.330566
	Iteration 58Q: 3 clusters Score -6305650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -6305653.500000 Penalty: 5386.330566
	Iteration 59Q: 3 clusters Score -6305654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -6305646.500000 Penalty: 5386.330566
	Iteration 60F: 3 clusters Score -6305646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -6305649.000000 Penalty: 5386.330566
	Iteration 61Q: 3 clusters Score -6305649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -6305653.500000 Penalty: 5386.330566
	Iteration 62Q: 3 clusters Score -6305654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -6305660.000000 Penalty: 5386.330566
	Iteration 63Q: 3 clusters Score -6305660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -6305660.000000 Penalty: 5386.330566
	Iteration 64Q: 3 clusters Score -6305660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -6305659.000000 Penalty: 5386.330566
	Iteration 65Q: 3 clusters Score -6305659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -6305658.000000 Penalty: 5386.330566
	Iteration 66Q: 3 clusters Score -6305658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -6305659.000000 Penalty: 5386.330566
	Iteration 67Q: 3 clusters Score -6305659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -6305659.000000 Penalty: 5386.330566
	Iteration 68Q: 3 clusters Score -6305659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -6305661.500000 Penalty: 5386.330566
	Iteration 69Q: 3 clusters Score -6305662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -6305666.000000 Penalty: 5386.330566
	Iteration 70Q: 3 clusters Score -6305666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -6305666.000000 Penalty: 5386.330566
	Iteration 71F: 3 clusters Score -6305666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Entering Unmasked Estep 
Score: -556720.312500 Penalty: 2104.914551
	Iteration 0F: 2 clusters Score -556720.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -552283.312500 Penalty: 4209.829102
	Iteration 0F: 3 clusters Score -552283.3 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -553356.125000 Penalty: 4209.829102
	Iteration 1F: 3 clusters Score -553356.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -553725.750000 Penalty: 4209.829102
	Iteration 2F: 3 clusters Score -553725.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -554183.562500 Penalty: 4209.829102
	Iteration 3F: 3 clusters Score -554183.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -554689.937500 Penalty: 4209.829102
	Iteration 4F: 3 clusters Score -554689.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -555138.062500 Penalty: 4209.829102
	Iteration 5F: 3 clusters Score -555138.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -555535.687500 Penalty: 4209.829102
	Iteration 6F: 3 clusters Score -555535.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -556023.625000 Penalty: 4209.829102
	Iteration 7F: 3 clusters Score -556023.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -556546.937500 Penalty: 4209.829102
	Iteration 8F: 3 clusters Score -556546.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -556907.687500 Penalty: 4209.829102
	Iteration 9Q: 3 clusters Score -556907.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -557016.875000 Penalty: 4209.829102
	Iteration 10Q: 3 clusters Score -557016.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -557075.250000 Penalty: 4209.829102
	Iteration 11Q: 3 clusters Score -557075.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -557108.187500 Penalty: 4209.829102
	Iteration 12Q: 3 clusters Score -557108.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -557126.250000 Penalty: 4209.829102
	Iteration 13Q: 3 clusters Score -557126.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -557135.125000 Penalty: 4209.829102
	Iteration 14Q: 3 clusters Score -557135.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -557137.500000 Penalty: 4209.829102
	Iteration 15Q: 3 clusters Score -557137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -557142.437500 Penalty: 4209.829102
	Iteration 16Q: 3 clusters Score -557142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -557143.437500 Penalty: 4209.829102
	Iteration 17Q: 3 clusters Score -557143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -557145.187500 Penalty: 4209.829102
	Iteration 18Q: 3 clusters Score -557145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -557146.437500 Penalty: 4209.829102
	Iteration 19Q: 3 clusters Score -557146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -557147.312500 Penalty: 4209.829102
	Iteration 20F: 3 clusters Score -557147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -557149.062500 Penalty: 4209.829102
	Iteration 21Q: 3 clusters Score -557149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -557150.062500 Penalty: 4209.829102
	Iteration 22Q: 3 clusters Score -557150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -557150.250000 Penalty: 4209.829102
	Iteration 23Q: 3 clusters Score -557150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -557150.625000 Penalty: 4209.829102
	Iteration 24Q: 3 clusters Score -557150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -557150.750000 Penalty: 4209.829102
	Iteration 25Q: 3 clusters Score -557150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -557152.500000 Penalty: 4209.829102
	Iteration 26Q: 3 clusters Score -557152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -557152.500000 Penalty: 4209.829102
	Iteration 27Q: 3 clusters Score -557152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -557152.500000 Penalty: 4209.829102
	Iteration 28F: 3 clusters Score -557152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 2935 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 2046 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 30970 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 1919 members 
Entering Unmasked Estep 
Score: -133762936.000000 Penalty: 228816.234375
Splitting cluster 20 changes total score from -133763384.000000 to -133762936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (11129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Entering Unmasked Estep 
Score: -1280654.875000 Penalty: 2310.692627
	Iteration 0F: 2 clusters Score -1280655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1272289.750000 Penalty: 4621.385254
	Iteration 0F: 3 clusters Score -1272290 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1274724.875000 Penalty: 4621.385254
	Iteration 1F: 3 clusters Score -1274725 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1275103.625000 Penalty: 4621.385254
	Iteration 2F: 3 clusters Score -1275104 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1275506.125000 Penalty: 4621.385254
	Iteration 3F: 3 clusters Score -1275506 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1276020.750000 Penalty: 4621.385254
	Iteration 4F: 3 clusters Score -1276021 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1276610.000000 Penalty: 4621.385254
	Iteration 5F: 3 clusters Score -1276610 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1277270.875000 Penalty: 4621.385254
	Iteration 6F: 3 clusters Score -1277271 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1277896.875000 Penalty: 4621.385254
	Iteration 7F: 3 clusters Score -1277897 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1278527.125000 Penalty: 4621.385254
	Iteration 8F: 3 clusters Score -1278527 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1279127.375000 Penalty: 4621.385254
	Iteration 9F: 3 clusters Score -1279127 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1279545.625000 Penalty: 4621.385254
	Iteration 10Q: 3 clusters Score -1279546 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1279780.000000 Penalty: 4621.385254
	Iteration 11Q: 3 clusters Score -1279780 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1279897.000000 Penalty: 4621.385254
	Iteration 12Q: 3 clusters Score -1279897 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1279953.500000 Penalty: 4621.385254
	Iteration 13Q: 3 clusters Score -1279954 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1279970.250000 Penalty: 4621.385254
	Iteration 14Q: 3 clusters Score -1279970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1279993.375000 Penalty: 4621.385254
	Iteration 15Q: 3 clusters Score -1279993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1280004.125000 Penalty: 4621.385254
	Iteration 16Q: 3 clusters Score -1280004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1280012.125000 Penalty: 4621.385254
	Iteration 17Q: 3 clusters Score -1280012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1280021.750000 Penalty: 4621.385254
	Iteration 18Q: 3 clusters Score -1280022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1280029.750000 Penalty: 4621.385254
	Iteration 19Q: 3 clusters Score -1280030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1280033.500000 Penalty: 4621.385254
	Iteration 20F: 3 clusters Score -1280034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1280040.125000 Penalty: 4621.385254
	Iteration 21Q: 3 clusters Score -1280040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1280042.250000 Penalty: 4621.385254
	Iteration 22Q: 3 clusters Score -1280042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1280047.625000 Penalty: 4621.385254
	Iteration 23Q: 3 clusters Score -1280048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1280055.000000 Penalty: 4621.385254
	Iteration 24Q: 3 clusters Score -1280055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1280053.625000 Penalty: 4621.385254
	Iteration 25Q: 3 clusters Score -1280054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1280055.000000 Penalty: 4621.385254
	Iteration 26Q: 3 clusters Score -1280055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1280058.250000 Penalty: 4621.385254
	Iteration 27Q: 3 clusters Score -1280058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1280059.250000 Penalty: 4621.385254
	Iteration 28Q: 3 clusters Score -1280059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1280064.625000 Penalty: 4621.385254
	Iteration 29Q: 3 clusters Score -1280065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1280065.375000 Penalty: 4621.385254
	Iteration 30Q: 3 clusters Score -1280065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1280064.375000 Penalty: 4621.385254
	Iteration 31Q: 3 clusters Score -1280064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1280064.750000 Penalty: 4621.385254
	Iteration 32Q: 3 clusters Score -1280065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1280065.125000 Penalty: 4621.385254
	Iteration 33Q: 3 clusters Score -1280065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1280066.000000 Penalty: 4621.385254
	Iteration 34Q: 3 clusters Score -1280066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1280068.250000 Penalty: 4621.385254
	Iteration 35Q: 3 clusters Score -1280068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1280070.625000 Penalty: 4621.385254
	Iteration 36Q: 3 clusters Score -1280071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1280068.625000 Penalty: 4621.385254
	Iteration 37Q: 3 clusters Score -1280069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1280069.125000 Penalty: 4621.385254
	Iteration 38Q: 3 clusters Score -1280069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1280069.250000 Penalty: 4621.385254
	Iteration 39Q: 3 clusters Score -1280069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1280068.500000 Penalty: 4621.385254
	Iteration 40F: 3 clusters Score -1280068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1280068.250000 Penalty: 4621.385254
	Iteration 41Q: 3 clusters Score -1280068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1280069.625000 Penalty: 4621.385254
	Iteration 42Q: 3 clusters Score -1280070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1280068.250000 Penalty: 4621.385254
	Iteration 43Q: 3 clusters Score -1280068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1280068.750000 Penalty: 4621.385254
	Iteration 44Q: 3 clusters Score -1280069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1280068.500000 Penalty: 4621.385254
	Iteration 45Q: 3 clusters Score -1280068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1280070.375000 Penalty: 4621.385254
	Iteration 46Q: 3 clusters Score -1280070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1280070.750000 Penalty: 4621.385254
	Iteration 47Q: 3 clusters Score -1280071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1280070.375000 Penalty: 4621.385254
	Iteration 48Q: 3 clusters Score -1280070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1280074.125000 Penalty: 4621.385254
	Iteration 49Q: 3 clusters Score -1280074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1280071.625000 Penalty: 4621.385254
	Iteration 50Q: 3 clusters Score -1280072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1280072.375000 Penalty: 4621.385254
	Iteration 51Q: 3 clusters Score -1280072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1280074.750000 Penalty: 4621.385254
	Iteration 52Q: 3 clusters Score -1280075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1280075.375000 Penalty: 4621.385254
	Iteration 53Q: 3 clusters Score -1280075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1280077.250000 Penalty: 4621.385254
	Iteration 54Q: 3 clusters Score -1280077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1280077.500000 Penalty: 4621.385254
	Iteration 55Q: 3 clusters Score -1280078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1280075.375000 Penalty: 4621.385254
	Iteration 56Q: 3 clusters Score -1280075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1280075.375000 Penalty: 4621.385254
	Iteration 57F: 3 clusters Score -1280075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -748058.187500 Penalty: 2180.514648
	Iteration 0F: 2 clusters Score -748058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -742620.250000 Penalty: 4361.029297
	Iteration 0F: 3 clusters Score -742620.2 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -744209.062500 Penalty: 4361.029297
	Iteration 1F: 3 clusters Score -744209.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -744845.375000 Penalty: 4361.029297
	Iteration 2F: 3 clusters Score -744845.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -745543.687500 Penalty: 4361.029297
	Iteration 3F: 3 clusters Score -745543.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -746055.500000 Penalty: 4361.029297
	Iteration 4F: 3 clusters Score -746055.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -746316.687500 Penalty: 4361.029297
	Iteration 5F: 3 clusters Score -746316.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -746454.000000 Penalty: 4361.029297
	Iteration 6Q: 3 clusters Score -746454 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -746530.000000 Penalty: 4361.029297
	Iteration 7Q: 3 clusters Score -746530 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -746576.062500 Penalty: 4361.029297
	Iteration 8Q: 3 clusters Score -746576.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -746598.125000 Penalty: 4361.029297
	Iteration 9Q: 3 clusters Score -746598.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -746613.125000 Penalty: 4361.029297
	Iteration 10Q: 3 clusters Score -746613.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -746626.562500 Penalty: 4361.029297
	Iteration 11Q: 3 clusters Score -746626.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -746640.437500 Penalty: 4361.029297
	Iteration 12Q: 3 clusters Score -746640.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -746653.062500 Penalty: 4361.029297
	Iteration 13Q: 3 clusters Score -746653.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -746665.187500 Penalty: 4361.029297
	Iteration 14Q: 3 clusters Score -746665.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -746672.125000 Penalty: 4361.029297
	Iteration 15Q: 3 clusters Score -746672.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -746682.937500 Penalty: 4361.029297
	Iteration 16Q: 3 clusters Score -746682.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -746692.500000 Penalty: 4361.029297
	Iteration 17Q: 3 clusters Score -746692.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -746705.375000 Penalty: 4361.029297
	Iteration 18Q: 3 clusters Score -746705.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -746711.062500 Penalty: 4361.029297
	Iteration 19Q: 3 clusters Score -746711.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -746715.687500 Penalty: 4361.029297
	Iteration 20F: 3 clusters Score -746715.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -746722.562500 Penalty: 4361.029297
	Iteration 21Q: 3 clusters Score -746722.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -746726.625000 Penalty: 4361.029297
	Iteration 22Q: 3 clusters Score -746726.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -746735.812500 Penalty: 4361.029297
	Iteration 23Q: 3 clusters Score -746735.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -746744.437500 Penalty: 4361.029297
	Iteration 24Q: 3 clusters Score -746744.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -746750.500000 Penalty: 4361.029297
	Iteration 25Q: 3 clusters Score -746750.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -746757.062500 Penalty: 4361.029297
	Iteration 26Q: 3 clusters Score -746757.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -746764.187500 Penalty: 4361.029297
	Iteration 27Q: 3 clusters Score -746764.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -746769.375000 Penalty: 4361.029297
	Iteration 28Q: 3 clusters Score -746769.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -746774.000000 Penalty: 4361.029297
	Iteration 29Q: 3 clusters Score -746774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -746777.250000 Penalty: 4361.029297
	Iteration 30Q: 3 clusters Score -746777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -746780.937500 Penalty: 4361.029297
	Iteration 31Q: 3 clusters Score -746780.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -746784.187500 Penalty: 4361.029297
	Iteration 32Q: 3 clusters Score -746784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -746791.125000 Penalty: 4361.029297
	Iteration 33Q: 3 clusters Score -746791.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -746794.437500 Penalty: 4361.029297
	Iteration 34Q: 3 clusters Score -746794.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -746796.125000 Penalty: 4361.029297
	Iteration 35Q: 3 clusters Score -746796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -746801.000000 Penalty: 4361.029297
	Iteration 36Q: 3 clusters Score -746801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -746803.625000 Penalty: 4361.029297
	Iteration 37Q: 3 clusters Score -746803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -746805.500000 Penalty: 4361.029297
	Iteration 38Q: 3 clusters Score -746805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -746810.437500 Penalty: 4361.029297
	Iteration 39Q: 3 clusters Score -746810.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -746817.875000 Penalty: 4361.029297
	Iteration 40F: 3 clusters Score -746817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -746821.687500 Penalty: 4361.029297
	Iteration 41Q: 3 clusters Score -746821.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -746825.500000 Penalty: 4361.029297
	Iteration 42Q: 3 clusters Score -746825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -746827.875000 Penalty: 4361.029297
	Iteration 43Q: 3 clusters Score -746827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -746829.875000 Penalty: 4361.029297
	Iteration 44Q: 3 clusters Score -746829.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -746832.125000 Penalty: 4361.029297
	Iteration 45Q: 3 clusters Score -746832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -746833.187500 Penalty: 4361.029297
	Iteration 46Q: 3 clusters Score -746833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -746834.187500 Penalty: 4361.029297
	Iteration 47Q: 3 clusters Score -746834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -746836.437500 Penalty: 4361.029297
	Iteration 48Q: 3 clusters Score -746836.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -746837.875000 Penalty: 4361.029297
	Iteration 49Q: 3 clusters Score -746837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -746839.500000 Penalty: 4361.029297
	Iteration 50Q: 3 clusters Score -746839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -746839.437500 Penalty: 4361.029297
	Iteration 51Q: 3 clusters Score -746839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -746842.375000 Penalty: 4361.029297
	Iteration 52Q: 3 clusters Score -746842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -746846.062500 Penalty: 4361.029297
	Iteration 53Q: 3 clusters Score -746846.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -746853.000000 Penalty: 4361.029297
	Iteration 54Q: 3 clusters Score -746853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -746862.062500 Penalty: 4361.029297
	Iteration 55Q: 3 clusters Score -746862.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -746872.937500 Penalty: 4361.029297
	Iteration 56Q: 3 clusters Score -746872.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -746875.500000 Penalty: 4361.029297
	Iteration 57Q: 3 clusters Score -746875.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -746881.562500 Penalty: 4361.029297
	Iteration 58Q: 3 clusters Score -746881.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -746887.437500 Penalty: 4361.029297
	Iteration 59Q: 3 clusters Score -746887.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -746893.562500 Penalty: 4361.029297
	Iteration 60F: 3 clusters Score -746893.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -746899.062500 Penalty: 4361.029297
	Iteration 61Q: 3 clusters Score -746899.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -746904.437500 Penalty: 4361.029297
	Iteration 62Q: 3 clusters Score -746904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -746907.875000 Penalty: 4361.029297
	Iteration 63Q: 3 clusters Score -746907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -746910.375000 Penalty: 4361.029297
	Iteration 64Q: 3 clusters Score -746910.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -746914.500000 Penalty: 4361.029297
	Iteration 65Q: 3 clusters Score -746914.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -746916.750000 Penalty: 4361.029297
	Iteration 66Q: 3 clusters Score -746916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -746921.625000 Penalty: 4361.029297
	Iteration 67Q: 3 clusters Score -746921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -746925.500000 Penalty: 4361.029297
	Iteration 68Q: 3 clusters Score -746925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -746927.187500 Penalty: 4361.029297
	Iteration 69Q: 3 clusters Score -746927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -746926.875000 Penalty: 4361.029297
	Iteration 70Q: 3 clusters Score -746926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -746926.875000 Penalty: 4361.029297
	Iteration 71F: 3 clusters Score -746926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Entering Unmasked Estep 
Score: -661464.125000 Penalty: 2145.541016
	Iteration 0F: 2 clusters Score -661464.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -656551.187500 Penalty: 4291.082031
	Iteration 0F: 3 clusters Score -656551.2 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -657735.125000 Penalty: 4291.082031
	Iteration 1F: 3 clusters Score -657735.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -657974.687500 Penalty: 4291.082031
	Iteration 2F: 3 clusters Score -657974.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -658166.562500 Penalty: 4291.082031
	Iteration 3F: 3 clusters Score -658166.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -658344.312500 Penalty: 4291.082031
	Iteration 4Q: 3 clusters Score -658344.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -658524.000000 Penalty: 4291.082031
	Iteration 5Q: 3 clusters Score -658524 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -658723.125000 Penalty: 4291.082031
	Iteration 6Q: 3 clusters Score -658723.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -658928.687500 Penalty: 4291.082031
	Iteration 7Q: 3 clusters Score -658928.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -659151.812500 Penalty: 4291.082031
	Iteration 8Q: 3 clusters Score -659151.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -659346.500000 Penalty: 4291.082031
	Iteration 9Q: 3 clusters Score -659346.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -659543.250000 Penalty: 4291.082031
	Iteration 10Q: 3 clusters Score -659543.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -659726.437500 Penalty: 4291.082031
	Iteration 11Q: 3 clusters Score -659726.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -659886.187500 Penalty: 4291.082031
	Iteration 12Q: 3 clusters Score -659886.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -660008.937500 Penalty: 4291.082031
	Iteration 13Q: 3 clusters Score -660008.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -660114.125000 Penalty: 4291.082031
	Iteration 14Q: 3 clusters Score -660114.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -660219.500000 Penalty: 4291.082031
	Iteration 15Q: 3 clusters Score -660219.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -660304.812500 Penalty: 4291.082031
	Iteration 16Q: 3 clusters Score -660304.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -660367.250000 Penalty: 4291.082031
	Iteration 17Q: 3 clusters Score -660367.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -660414.562500 Penalty: 4291.082031
	Iteration 18Q: 3 clusters Score -660414.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -660446.812500 Penalty: 4291.082031
	Iteration 19Q: 3 clusters Score -660446.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -660472.312500 Penalty: 4291.082031
	Iteration 20F: 3 clusters Score -660472.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -660493.812500 Penalty: 4291.082031
	Iteration 21Q: 3 clusters Score -660493.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -660506.687500 Penalty: 4291.082031
	Iteration 22Q: 3 clusters Score -660506.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -660522.500000 Penalty: 4291.082031
	Iteration 23Q: 3 clusters Score -660522.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -660542.812500 Penalty: 4291.082031
	Iteration 24Q: 3 clusters Score -660542.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -660559.062500 Penalty: 4291.082031
	Iteration 25Q: 3 clusters Score -660559.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -660568.062500 Penalty: 4291.082031
	Iteration 26Q: 3 clusters Score -660568.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -660572.250000 Penalty: 4291.082031
	Iteration 27Q: 3 clusters Score -660572.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -660575.625000 Penalty: 4291.082031
	Iteration 28Q: 3 clusters Score -660575.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -660578.625000 Penalty: 4291.082031
	Iteration 29Q: 3 clusters Score -660578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -660579.375000 Penalty: 4291.082031
	Iteration 30Q: 3 clusters Score -660579.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -660580.437500 Penalty: 4291.082031
	Iteration 31Q: 3 clusters Score -660580.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -660582.062500 Penalty: 4291.082031
	Iteration 32Q: 3 clusters Score -660582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -660582.125000 Penalty: 4291.082031
	Iteration 33Q: 3 clusters Score -660582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -660582.875000 Penalty: 4291.082031
	Iteration 34Q: 3 clusters Score -660582.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -660584.562500 Penalty: 4291.082031
	Iteration 35Q: 3 clusters Score -660584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -660589.750000 Penalty: 4291.082031
	Iteration 36Q: 3 clusters Score -660589.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -660591.437500 Penalty: 4291.082031
	Iteration 37Q: 3 clusters Score -660591.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -660598.625000 Penalty: 4291.082031
	Iteration 38Q: 3 clusters Score -660598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -660597.625000 Penalty: 4291.082031
	Iteration 39Q: 3 clusters Score -660597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -660599.500000 Penalty: 4291.082031
	Iteration 40F: 3 clusters Score -660599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -660601.625000 Penalty: 4291.082031
	Iteration 41Q: 3 clusters Score -660601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -660601.187500 Penalty: 4291.082031
	Iteration 42Q: 3 clusters Score -660601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -660602.062500 Penalty: 4291.082031
	Iteration 43Q: 3 clusters Score -660602.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -660605.125000 Penalty: 4291.082031
	Iteration 44Q: 3 clusters Score -660605.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -660606.437500 Penalty: 4291.082031
	Iteration 45Q: 3 clusters Score -660606.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -660607.812500 Penalty: 4291.082031
	Iteration 46Q: 3 clusters Score -660607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -660606.562500 Penalty: 4291.082031
	Iteration 47Q: 3 clusters Score -660606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -660608.375000 Penalty: 4291.082031
	Iteration 48Q: 3 clusters Score -660608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -660610.375000 Penalty: 4291.082031
	Iteration 49Q: 3 clusters Score -660610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -660609.125000 Penalty: 4291.082031
	Iteration 50Q: 3 clusters Score -660609.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -660610.375000 Penalty: 4291.082031
	Iteration 51Q: 3 clusters Score -660610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -660611.687500 Penalty: 4291.082031
	Iteration 52Q: 3 clusters Score -660611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -660613.062500 Penalty: 4291.082031
	Iteration 53Q: 3 clusters Score -660613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -660612.750000 Penalty: 4291.082031
	Iteration 54Q: 3 clusters Score -660612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -660612.187500 Penalty: 4291.082031
	Iteration 55Q: 3 clusters Score -660612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -660613.562500 Penalty: 4291.082031
	Iteration 56Q: 3 clusters Score -660613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -660613.562500 Penalty: 4291.082031
	Iteration 57F: 3 clusters Score -660613.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Entering Unmasked Estep 
Score: -1322471.375000 Penalty: 2316.615967
	Iteration 0F: 2 clusters Score -1322471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1313877.125000 Penalty: 4633.231934
	Iteration 0F: 3 clusters Score -1313877 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1316417.625000 Penalty: 4633.231934
	Iteration 1F: 3 clusters Score -1316418 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1316734.000000 Penalty: 4633.231934
	Iteration 2F: 3 clusters Score -1316734 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1316960.750000 Penalty: 4633.231934
	Iteration 3Q: 3 clusters Score -1316961 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1317168.375000 Penalty: 4633.231934
	Iteration 4Q: 3 clusters Score -1317168 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1317377.500000 Penalty: 4633.231934
	Iteration 5Q: 3 clusters Score -1317378 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1317621.750000 Penalty: 4633.231934
	Iteration 6Q: 3 clusters Score -1317622 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1317976.250000 Penalty: 4633.231934
	Iteration 7Q: 3 clusters Score -1317976 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1318466.250000 Penalty: 4633.231934
	Iteration 8F: 3 clusters Score -1318466 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1319009.125000 Penalty: 4633.231934
	Iteration 9F: 3 clusters Score -1319009 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1319600.875000 Penalty: 4633.231934
	Iteration 10F: 3 clusters Score -1319601 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1320117.375000 Penalty: 4633.231934
	Iteration 11F: 3 clusters Score -1320117 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1320462.375000 Penalty: 4633.231934
	Iteration 12Q: 3 clusters Score -1320462 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1320715.875000 Penalty: 4633.231934
	Iteration 13Q: 3 clusters Score -1320716 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1320889.375000 Penalty: 4633.231934
	Iteration 14Q: 3 clusters Score -1320889 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1320990.625000 Penalty: 4633.231934
	Iteration 15Q: 3 clusters Score -1320991 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1321068.750000 Penalty: 4633.231934
	Iteration 16Q: 3 clusters Score -1321069 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1321141.125000 Penalty: 4633.231934
	Iteration 17Q: 3 clusters Score -1321141 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1321207.375000 Penalty: 4633.231934
	Iteration 18Q: 3 clusters Score -1321207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1321254.375000 Penalty: 4633.231934
	Iteration 19Q: 3 clusters Score -1321254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1321299.375000 Penalty: 4633.231934
	Iteration 20F: 3 clusters Score -1321299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1321344.875000 Penalty: 4633.231934
	Iteration 21Q: 3 clusters Score -1321345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1321390.625000 Penalty: 4633.231934
	Iteration 22Q: 3 clusters Score -1321391 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1321437.250000 Penalty: 4633.231934
	Iteration 23Q: 3 clusters Score -1321437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1321469.875000 Penalty: 4633.231934
	Iteration 24Q: 3 clusters Score -1321470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1321511.375000 Penalty: 4633.231934
	Iteration 25Q: 3 clusters Score -1321511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1321546.000000 Penalty: 4633.231934
	Iteration 26Q: 3 clusters Score -1321546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1321568.500000 Penalty: 4633.231934
	Iteration 27Q: 3 clusters Score -1321568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1321589.000000 Penalty: 4633.231934
	Iteration 28Q: 3 clusters Score -1321589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1321602.375000 Penalty: 4633.231934
	Iteration 29Q: 3 clusters Score -1321602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1321616.125000 Penalty: 4633.231934
	Iteration 30Q: 3 clusters Score -1321616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1321622.000000 Penalty: 4633.231934
	Iteration 31Q: 3 clusters Score -1321622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1321633.375000 Penalty: 4633.231934
	Iteration 32Q: 3 clusters Score -1321633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1321634.125000 Penalty: 4633.231934
	Iteration 33Q: 3 clusters Score -1321634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1321638.000000 Penalty: 4633.231934
	Iteration 34Q: 3 clusters Score -1321638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1321640.625000 Penalty: 4633.231934
	Iteration 35Q: 3 clusters Score -1321641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1321645.875000 Penalty: 4633.231934
	Iteration 36Q: 3 clusters Score -1321646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1321646.125000 Penalty: 4633.231934
	Iteration 37Q: 3 clusters Score -1321646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1321657.000000 Penalty: 4633.231934
	Iteration 38Q: 3 clusters Score -1321657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1321652.250000 Penalty: 4633.231934
	Iteration 39Q: 3 clusters Score -1321652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1321658.875000 Penalty: 4633.231934
	Iteration 40F: 3 clusters Score -1321659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1321663.250000 Penalty: 4633.231934
	Iteration 41Q: 3 clusters Score -1321663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1321664.875000 Penalty: 4633.231934
	Iteration 42Q: 3 clusters Score -1321665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1321666.375000 Penalty: 4633.231934
	Iteration 43Q: 3 clusters Score -1321666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1321664.875000 Penalty: 4633.231934
	Iteration 44Q: 3 clusters Score -1321665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1321671.000000 Penalty: 4633.231934
	Iteration 45Q: 3 clusters Score -1321671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1321671.125000 Penalty: 4633.231934
	Iteration 46Q: 3 clusters Score -1321671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1321672.875000 Penalty: 4633.231934
	Iteration 47Q: 3 clusters Score -1321673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1321679.375000 Penalty: 4633.231934
	Iteration 48Q: 3 clusters Score -1321679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1321680.750000 Penalty: 4633.231934
	Iteration 49Q: 3 clusters Score -1321681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1321684.625000 Penalty: 4633.231934
	Iteration 50Q: 3 clusters Score -1321685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1321690.125000 Penalty: 4633.231934
	Iteration 51Q: 3 clusters Score -1321690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1321690.750000 Penalty: 4633.231934
	Iteration 52Q: 3 clusters Score -1321691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1321692.250000 Penalty: 4633.231934
	Iteration 53Q: 3 clusters Score -1321692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1321693.750000 Penalty: 4633.231934
	Iteration 54Q: 3 clusters Score -1321694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1321693.625000 Penalty: 4633.231934
	Iteration 55Q: 3 clusters Score -1321694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1321695.250000 Penalty: 4633.231934
	Iteration 56Q: 3 clusters Score -1321695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1321696.250000 Penalty: 4633.231934
	Iteration 57Q: 3 clusters Score -1321696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1321697.625000 Penalty: 4633.231934
	Iteration 58Q: 3 clusters Score -1321698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1321698.750000 Penalty: 4633.231934
	Iteration 59Q: 3 clusters Score -1321699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1321700.875000 Penalty: 4633.231934
	Iteration 60F: 3 clusters Score -1321701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1321700.500000 Penalty: 4633.231934
	Iteration 61Q: 3 clusters Score -1321700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1321702.125000 Penalty: 4633.231934
	Iteration 62Q: 3 clusters Score -1321702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1321702.125000 Penalty: 4633.231934
	Iteration 63F: 3 clusters Score -1321702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Entering Unmasked Estep 
Score: -570927.312500 Penalty: 2112.561279
	Iteration 0F: 2 clusters Score -570927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -566357.375000 Penalty: 4225.122559
	Iteration 0F: 3 clusters Score -566357.4 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -567497.062500 Penalty: 4225.122559
	Iteration 1F: 3 clusters Score -567497.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -567919.000000 Penalty: 4225.122559
	Iteration 2F: 3 clusters Score -567919 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -568338.687500 Penalty: 4225.122559
	Iteration 3F: 3 clusters Score -568338.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -568789.625000 Penalty: 4225.122559
	Iteration 4F: 3 clusters Score -568789.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -569192.562500 Penalty: 4225.122559
	Iteration 5F: 3 clusters Score -569192.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -569442.812500 Penalty: 4225.122559
	Iteration 6F: 3 clusters Score -569442.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -569634.625000 Penalty: 4225.122559
	Iteration 7Q: 3 clusters Score -569634.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -569791.500000 Penalty: 4225.122559
	Iteration 8Q: 3 clusters Score -569791.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -569888.937500 Penalty: 4225.122559
	Iteration 9Q: 3 clusters Score -569888.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -569968.875000 Penalty: 4225.122559
	Iteration 10Q: 3 clusters Score -569968.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -570055.875000 Penalty: 4225.122559
	Iteration 11Q: 3 clusters Score -570055.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -570161.500000 Penalty: 4225.122559
	Iteration 12Q: 3 clusters Score -570161.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -570268.062500 Penalty: 4225.122559
	Iteration 13Q: 3 clusters Score -570268.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -570337.000000 Penalty: 4225.122559
	Iteration 14Q: 3 clusters Score -570337 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -570382.500000 Penalty: 4225.122559
	Iteration 15Q: 3 clusters Score -570382.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -570420.312500 Penalty: 4225.122559
	Iteration 16Q: 3 clusters Score -570420.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -570452.562500 Penalty: 4225.122559
	Iteration 17Q: 3 clusters Score -570452.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -570481.250000 Penalty: 4225.122559
	Iteration 18Q: 3 clusters Score -570481.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -570496.687500 Penalty: 4225.122559
	Iteration 19Q: 3 clusters Score -570496.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -570501.625000 Penalty: 4225.122559
	Iteration 20F: 3 clusters Score -570501.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -570506.937500 Penalty: 4225.122559
	Iteration 21Q: 3 clusters Score -570506.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -570512.500000 Penalty: 4225.122559
	Iteration 22Q: 3 clusters Score -570512.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -570517.312500 Penalty: 4225.122559
	Iteration 23Q: 3 clusters Score -570517.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -570524.562500 Penalty: 4225.122559
	Iteration 24Q: 3 clusters Score -570524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -570528.812500 Penalty: 4225.122559
	Iteration 25Q: 3 clusters Score -570528.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -570534.000000 Penalty: 4225.122559
	Iteration 26Q: 3 clusters Score -570534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -570538.000000 Penalty: 4225.122559
	Iteration 27Q: 3 clusters Score -570538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -570541.312500 Penalty: 4225.122559
	Iteration 28Q: 3 clusters Score -570541.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -570544.250000 Penalty: 4225.122559
	Iteration 29Q: 3 clusters Score -570544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -570547.125000 Penalty: 4225.122559
	Iteration 30Q: 3 clusters Score -570547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -570550.875000 Penalty: 4225.122559
	Iteration 31Q: 3 clusters Score -570550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -570554.625000 Penalty: 4225.122559
	Iteration 32Q: 3 clusters Score -570554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -570558.250000 Penalty: 4225.122559
	Iteration 33Q: 3 clusters Score -570558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -570561.750000 Penalty: 4225.122559
	Iteration 34Q: 3 clusters Score -570561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -570563.000000 Penalty: 4225.122559
	Iteration 35Q: 3 clusters Score -570563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -570565.062500 Penalty: 4225.122559
	Iteration 36Q: 3 clusters Score -570565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -570565.937500 Penalty: 4225.122559
	Iteration 37Q: 3 clusters Score -570565.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -570565.937500 Penalty: 4225.122559
	Iteration 38F: 3 clusters Score -570565.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (76067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76067 members 
Entering Unmasked Estep 
Score: -8933248.000000 Penalty: 2787.363525
	Iteration 0F: 2 clusters Score -8933248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -8882447.000000 Penalty: 5574.727051
	Iteration 0F: 3 clusters Score -8882447 nChanged 35594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -8902731.000000 Penalty: 5574.727051
	Iteration 1F: 3 clusters Score -8902731 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -8903460.000000 Penalty: 5574.727051
	Iteration 2Q: 3 clusters Score -8903460 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -8904204.000000 Penalty: 5574.727051
	Iteration 3Q: 3 clusters Score -8904204 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -8905001.000000 Penalty: 5574.727051
	Iteration 4Q: 3 clusters Score -8905001 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -8905884.000000 Penalty: 5574.727051
	Iteration 5Q: 3 clusters Score -8905884 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -8907049.000000 Penalty: 5574.727051
	Iteration 6Q: 3 clusters Score -8907049 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -8908597.000000 Penalty: 5574.727051
	Iteration 7Q: 3 clusters Score -8908597 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -8910591.000000 Penalty: 5574.727051
	Iteration 8Q: 3 clusters Score -8910591 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -8913200.000000 Penalty: 5574.727051
	Iteration 9F: 3 clusters Score -8913200 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -8916106.000000 Penalty: 5574.727051
	Iteration 10F: 3 clusters Score -8916106 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -8918749.000000 Penalty: 5574.727051
	Iteration 11F: 3 clusters Score -8918749 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -8920167.000000 Penalty: 5574.727051
	Iteration 12Q: 3 clusters Score -8920167 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -8920714.000000 Penalty: 5574.727051
	Iteration 13Q: 3 clusters Score -8920714 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -8921034.000000 Penalty: 5574.727051
	Iteration 14Q: 3 clusters Score -8921034 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -8921297.000000 Penalty: 5574.727051
	Iteration 15Q: 3 clusters Score -8921297 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -8921487.000000 Penalty: 5574.727051
	Iteration 16Q: 3 clusters Score -8921487 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -8921702.000000 Penalty: 5574.727051
	Iteration 17Q: 3 clusters Score -8921702 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -8921969.000000 Penalty: 5574.727051
	Iteration 18Q: 3 clusters Score -8921969 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -8922162.000000 Penalty: 5574.727051
	Iteration 19Q: 3 clusters Score -8922162 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -8922340.000000 Penalty: 5574.727051
	Iteration 20F: 3 clusters Score -8922340 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8922496.000000 Penalty: 5574.727051
	Iteration 21Q: 3 clusters Score -8922496 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -8922556.000000 Penalty: 5574.727051
	Iteration 22Q: 3 clusters Score -8922556 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -8922704.000000 Penalty: 5574.727051
	Iteration 23Q: 3 clusters Score -8922704 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -8922803.000000 Penalty: 5574.727051
	Iteration 24Q: 3 clusters Score -8922803 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8922857.000000 Penalty: 5574.727051
	Iteration 25Q: 3 clusters Score -8922857 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -8922956.000000 Penalty: 5574.727051
	Iteration 26Q: 3 clusters Score -8922956 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8923040.000000 Penalty: 5574.727051
	Iteration 27Q: 3 clusters Score -8923040 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8923062.000000 Penalty: 5574.727051
	Iteration 28Q: 3 clusters Score -8923062 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -8923131.000000 Penalty: 5574.727051
	Iteration 29Q: 3 clusters Score -8923131 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8923204.000000 Penalty: 5574.727051
	Iteration 30Q: 3 clusters Score -8923204 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -8923276.000000 Penalty: 5574.727051
	Iteration 31Q: 3 clusters Score -8923276 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -8923323.000000 Penalty: 5574.727051
	Iteration 32Q: 3 clusters Score -8923323 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8923377.000000 Penalty: 5574.727051
	Iteration 33Q: 3 clusters Score -8923377 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -8923397.000000 Penalty: 5574.727051
	Iteration 34Q: 3 clusters Score -8923397 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -8923422.000000 Penalty: 5574.727051
	Iteration 35Q: 3 clusters Score -8923422 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -8923486.000000 Penalty: 5574.727051
	Iteration 36Q: 3 clusters Score -8923486 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -8923522.000000 Penalty: 5574.727051
	Iteration 37Q: 3 clusters Score -8923522 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8923535 nChanged 338
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8923572 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8923641 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8923656 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8923699 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8923752 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8923780 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8923792 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8923813 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8923875 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8923926 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8923965 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8923995 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -8924064.000000 Penalty: 5574.727051
	Iteration 51Q: 3 clusters Score -8924064 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -8924160.000000 Penalty: 5574.727051
	Iteration 52Q: 3 clusters Score -8924160 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -8924227.000000 Penalty: 5574.727051
	Iteration 53Q: 3 clusters Score -8924227 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -8924316.000000 Penalty: 5574.727051
	Iteration 54Q: 3 clusters Score -8924316 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -8924337.000000 Penalty: 5574.727051
	Iteration 55Q: 3 clusters Score -8924337 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -8924390.000000 Penalty: 5574.727051
	Iteration 56Q: 3 clusters Score -8924390 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -8924450.000000 Penalty: 5574.727051
	Iteration 57Q: 3 clusters Score -8924450 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -8924525.000000 Penalty: 5574.727051
	Iteration 58Q: 3 clusters Score -8924525 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -8924654.000000 Penalty: 5574.727051
	Iteration 59Q: 3 clusters Score -8924654 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -8924757.000000 Penalty: 5574.727051
	Iteration 60F: 3 clusters Score -8924757 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -8924867.000000 Penalty: 5574.727051
	Iteration 61Q: 3 clusters Score -8924867 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -8925028.000000 Penalty: 5574.727051
	Iteration 62Q: 3 clusters Score -8925028 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8925177 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -8925402.000000 Penalty: 5574.727051
	Iteration 64Q: 3 clusters Score -8925402 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -8925511.000000 Penalty: 5574.727051
	Iteration 65Q: 3 clusters Score -8925511 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -8925681.000000 Penalty: 5574.727051
	Iteration 66Q: 3 clusters Score -8925681 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -8925843.000000 Penalty: 5574.727051
	Iteration 67Q: 3 clusters Score -8925843 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -8926055.000000 Penalty: 5574.727051
	Iteration 68Q: 3 clusters Score -8926055 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -8926256.000000 Penalty: 5574.727051
	Iteration 69Q: 3 clusters Score -8926256 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -8926465.000000 Penalty: 5574.727051
	Iteration 70Q: 3 clusters Score -8926465 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8926654 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8926819 nChanged 662
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8927037 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8927192 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -8927383.000000 Penalty: 5574.727051
	Iteration 75Q: 3 clusters Score -8927383 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8927595 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -8927758.000000 Penalty: 5574.727051
	Iteration 77Q: 3 clusters Score -8927758 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -8927972.000000 Penalty: 5574.727051
	Iteration 78Q: 3 clusters Score -8927972 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -8928169.000000 Penalty: 5574.727051
	Iteration 79Q: 3 clusters Score -8928169 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -8928395.000000 Penalty: 5574.727051
	Iteration 80F: 3 clusters Score -8928395 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -8928648.000000 Penalty: 5574.727051
	Iteration 81Q: 3 clusters Score -8928648 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -8928897.000000 Penalty: 5574.727051
	Iteration 82Q: 3 clusters Score -8928897 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -8929118.000000 Penalty: 5574.727051
	Iteration 83Q: 3 clusters Score -8929118 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -8929311.000000 Penalty: 5574.727051
	Iteration 84Q: 3 clusters Score -8929311 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -8929538.000000 Penalty: 5574.727051
	Iteration 85Q: 3 clusters Score -8929538 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -8929746.000000 Penalty: 5574.727051
	Iteration 86Q: 3 clusters Score -8929746 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -8929882.000000 Penalty: 5574.727051
	Iteration 87Q: 3 clusters Score -8929882 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -8930012.000000 Penalty: 5574.727051
	Iteration 88Q: 3 clusters Score -8930012 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -8930134.000000 Penalty: 5574.727051
	Iteration 89Q: 3 clusters Score -8930134 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -8930236.000000 Penalty: 5574.727051
	Iteration 90Q: 3 clusters Score -8930236 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 74042 members 
Entering Unmasked Estep 
Score: -8930303.000000 Penalty: 5574.727051
	Iteration 91Q: 3 clusters Score -8930303 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -8930366.000000 Penalty: 5574.727051
	Iteration 92Q: 3 clusters Score -8930366 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -8930412.000000 Penalty: 5574.727051
	Iteration 93Q: 3 clusters Score -8930412 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -8930464.000000 Penalty: 5574.727051
	Iteration 94Q: 3 clusters Score -8930464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -8930508.000000 Penalty: 5574.727051
	Iteration 95Q: 3 clusters Score -8930508 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 74582 members 
Entering Unmasked Estep 
Score: -8930530.000000 Penalty: 5574.727051
	Iteration 96Q: 3 clusters Score -8930530 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -8930570.000000 Penalty: 5574.727051
	Iteration 97Q: 3 clusters Score -8930570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -8930601.000000 Penalty: 5574.727051
	Iteration 98Q: 3 clusters Score -8930601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -8930635.000000 Penalty: 5574.727051
	Iteration 99Q: 3 clusters Score -8930635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -8930650.000000 Penalty: 5574.727051
	Iteration 100F: 3 clusters Score -8930650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -8930666.000000 Penalty: 5574.727051
	Iteration 101Q: 3 clusters Score -8930666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -8930684.000000 Penalty: 5574.727051
	Iteration 102Q: 3 clusters Score -8930684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -8930700.000000 Penalty: 5574.727051
	Iteration 103Q: 3 clusters Score -8930700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 74936 members 
Entering Unmasked Estep 
Score: -8930718.000000 Penalty: 5574.727051
	Iteration 104Q: 3 clusters Score -8930718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -8930732.000000 Penalty: 5574.727051
	Iteration 105Q: 3 clusters Score -8930732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -8930745.000000 Penalty: 5574.727051
	Iteration 106Q: 3 clusters Score -8930745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -8930744.000000 Penalty: 5574.727051
	Iteration 107Q: 3 clusters Score -8930744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -8930749.000000 Penalty: 5574.727051
	Iteration 108Q: 3 clusters Score -8930749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -8930754.000000 Penalty: 5574.727051
	Iteration 109Q: 3 clusters Score -8930754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -8930750.000000 Penalty: 5574.727051
	Iteration 110Q: 3 clusters Score -8930750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -8930757.000000 Penalty: 5574.727051
	Iteration 111Q: 3 clusters Score -8930757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 75064 members 
Entering Unmasked Estep 
Score: -8930770.000000 Penalty: 5574.727051
	Iteration 112Q: 3 clusters Score -8930770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -8930778.000000 Penalty: 5574.727051
	Iteration 113Q: 3 clusters Score -8930778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -8930790.000000 Penalty: 5574.727051
	Iteration 114Q: 3 clusters Score -8930790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -8930781.000000 Penalty: 5574.727051
	Iteration 115Q: 3 clusters Score -8930781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -8930791.000000 Penalty: 5574.727051
	Iteration 116Q: 3 clusters Score -8930791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -8930789.000000 Penalty: 5574.727051
	Iteration 117Q: 3 clusters Score -8930789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -8930791.000000 Penalty: 5574.727051
	Iteration 118Q: 3 clusters Score -8930791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -8930802.000000 Penalty: 5574.727051
	Iteration 119Q: 3 clusters Score -8930802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -8930795.000000 Penalty: 5574.727051
	Iteration 120F: 3 clusters Score -8930795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -8930805.000000 Penalty: 5574.727051
	Iteration 121Q: 3 clusters Score -8930805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -8930810.000000 Penalty: 5574.727051
	Iteration 122Q: 3 clusters Score -8930810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -8930821.000000 Penalty: 5574.727051
	Iteration 123Q: 3 clusters Score -8930821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -8930822.000000 Penalty: 5574.727051
	Iteration 124Q: 3 clusters Score -8930822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -8930824.000000 Penalty: 5574.727051
	Iteration 125Q: 3 clusters Score -8930824 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -8930824.000000 Penalty: 5574.727051
	Iteration 126F: 3 clusters Score -8930824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (104332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104332 members 
Entering Unmasked Estep 
Score: -12288885.000000 Penalty: 2865.722656
	Iteration 0F: 2 clusters Score -1.228888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -12219409.000000 Penalty: 5731.445312
	Iteration 0F: 3 clusters Score -1.221941e+07 nChanged 49325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -12247289.000000 Penalty: 5731.445312
	Iteration 1F: 3 clusters Score -1.224729e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -12248125.000000 Penalty: 5731.445312
	Iteration 2Q: 3 clusters Score -1.224812e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -12249382.000000 Penalty: 5731.445312
	Iteration 3Q: 3 clusters Score -1.224938e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -12251075.000000 Penalty: 5731.445312
	Iteration 4Q: 3 clusters Score -1.225108e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -12253537.000000 Penalty: 5731.445312
	Iteration 5F: 3 clusters Score -1.225354e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -12256865.000000 Penalty: 5731.445312
	Iteration 6F: 3 clusters Score -1.225686e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -12261117.000000 Penalty: 5731.445312
	Iteration 7F: 3 clusters Score -1.226112e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -12266116.000000 Penalty: 5731.445312
	Iteration 8F: 3 clusters Score -1.226612e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -12271289.000000 Penalty: 5731.445312
	Iteration 9F: 3 clusters Score -1.227129e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 89813 members 
Entering Unmasked Estep 
Score: -12276016.000000 Penalty: 5731.445312
	Iteration 10F: 3 clusters Score -1.227602e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 94176 members 
Entering Unmasked Estep 
Score: -12279840.000000 Penalty: 5731.445312
	Iteration 11Q: 3 clusters Score -1.227984e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -12282557.000000 Penalty: 5731.445312
	Iteration 12Q: 3 clusters Score -1.228256e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 99004 members 
Entering Unmasked Estep 
Score: -12284169.000000 Penalty: 5731.445312
	Iteration 13Q: 3 clusters Score -1.228417e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -12285059.000000 Penalty: 5731.445312
	Iteration 14Q: 3 clusters Score -1.228506e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 100770 members 
Entering Unmasked Estep 
Score: -12285516.000000 Penalty: 5731.445312
	Iteration 15Q: 3 clusters Score -1.228552e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 101234 members 
Entering Unmasked Estep 
Score: -12285822.000000 Penalty: 5731.445312
	Iteration 16Q: 3 clusters Score -1.228582e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -12285984.000000 Penalty: 5731.445312
	Iteration 17Q: 3 clusters Score -1.228598e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -12286104.000000 Penalty: 5731.445312
	Iteration 18Q: 3 clusters Score -1.22861e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -12286232.000000 Penalty: 5731.445312
	Iteration 19Q: 3 clusters Score -1.228623e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 102186 members 
Entering Unmasked Estep 
Score: -12286325.000000 Penalty: 5731.445312
	Iteration 20F: 3 clusters Score -1.228632e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -12286402.000000 Penalty: 5731.445312
	Iteration 21Q: 3 clusters Score -1.22864e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -12286401.000000 Penalty: 5731.445312
	Iteration 22Q: 3 clusters Score -1.22864e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 102495 members 
Entering Unmasked Estep 
Score: -12286461.000000 Penalty: 5731.445312
	Iteration 23Q: 3 clusters Score -1.228646e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 102565 members 
Entering Unmasked Estep 
Score: -12286528.000000 Penalty: 5731.445312
	Iteration 24Q: 3 clusters Score -1.228653e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 102621 members 
Entering Unmasked Estep 
Score: -12286537.000000 Penalty: 5731.445312
	Iteration 25Q: 3 clusters Score -1.228654e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -12286549.000000 Penalty: 5731.445312
	Iteration 26Q: 3 clusters Score -1.228655e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -12286562.000000 Penalty: 5731.445312
	Iteration 27Q: 3 clusters Score -1.228656e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 102756 members 
Entering Unmasked Estep 
Score: -12286596.000000 Penalty: 5731.445312
	Iteration 28Q: 3 clusters Score -1.22866e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 102787 members 
Entering Unmasked Estep 
Score: -12286590.000000 Penalty: 5731.445312
	Iteration 29Q: 3 clusters Score -1.228659e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 102817 members 
Entering Unmasked Estep 
Score: -12286585.000000 Penalty: 5731.445312
	Iteration 30Q: 3 clusters Score -1.228658e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -12286624.000000 Penalty: 5731.445312
	Iteration 31Q: 3 clusters Score -1.228662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 102874 members 
Entering Unmasked Estep 
Score: -12286639.000000 Penalty: 5731.445312
	Iteration 32Q: 3 clusters Score -1.228664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 102897 members 
Entering Unmasked Estep 
Score: -12286647.000000 Penalty: 5731.445312
	Iteration 33Q: 3 clusters Score -1.228665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 102911 members 
Entering Unmasked Estep 
Score: -12286650.000000 Penalty: 5731.445312
	Iteration 34Q: 3 clusters Score -1.228665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 102925 members 
Entering Unmasked Estep 
Score: -12286655.000000 Penalty: 5731.445312
	Iteration 35Q: 3 clusters Score -1.228666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 102931 members 
Entering Unmasked Estep 
Score: -12286660.000000 Penalty: 5731.445312
	Iteration 36Q: 3 clusters Score -1.228666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 102943 members 
Entering Unmasked Estep 
Score: -12286681.000000 Penalty: 5731.445312
	Iteration 37Q: 3 clusters Score -1.228668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -12286683.000000 Penalty: 5731.445312
	Iteration 38Q: 3 clusters Score -1.228668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -12286683.000000 Penalty: 5731.445312
	Iteration 39Q: 3 clusters Score -1.228668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -12286684.000000 Penalty: 5731.445312
	Iteration 40F: 3 clusters Score -1.228668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 102976 members 
Entering Unmasked Estep 
Score: -12286689.000000 Penalty: 5731.445312
	Iteration 41Q: 3 clusters Score -1.228669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 102982 members 
Entering Unmasked Estep 
Score: -12286700.000000 Penalty: 5731.445312
	Iteration 42Q: 3 clusters Score -1.22867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 102988 members 
Entering Unmasked Estep 
Score: -12286698.000000 Penalty: 5731.445312
	Iteration 43Q: 3 clusters Score -1.22867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 102994 members 
Entering Unmasked Estep 
Score: -12286705.000000 Penalty: 5731.445312
	Iteration 44Q: 3 clusters Score -1.22867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 103000 members 
Entering Unmasked Estep 
Score: -12286701.000000 Penalty: 5731.445312
	Iteration 45Q: 3 clusters Score -1.22867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -12286697.000000 Penalty: 5731.445312
	Iteration 46Q: 3 clusters Score -1.22867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 103004 members 
Entering Unmasked Estep 
Score: -12286702.000000 Penalty: 5731.445312
	Iteration 47Q: 3 clusters Score -1.22867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 103007 members 
Entering Unmasked Estep 
Score: -12286703.000000 Penalty: 5731.445312
	Iteration 48Q: 3 clusters Score -1.22867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 103013 members 
Entering Unmasked Estep 
Score: -12286699.000000 Penalty: 5731.445312
	Iteration 49Q: 3 clusters Score -1.22867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 103018 members 
Entering Unmasked Estep 
Score: -12286698.000000 Penalty: 5731.445312
	Iteration 50Q: 3 clusters Score -1.22867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -12286712.000000 Penalty: 5731.445312
	Iteration 51Q: 3 clusters Score -1.228671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -12286717.000000 Penalty: 5731.445312
	Iteration 52Q: 3 clusters Score -1.228672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -12286721.000000 Penalty: 5731.445312
	Iteration 53Q: 3 clusters Score -1.228672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -12286719.000000 Penalty: 5731.445312
	Iteration 54Q: 3 clusters Score -1.228672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -12286714.000000 Penalty: 5731.445312
	Iteration 55Q: 3 clusters Score -1.228671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -12286720.000000 Penalty: 5731.445312
	Iteration 56Q: 3 clusters Score -1.228672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -12286720.000000 Penalty: 5731.445312
	Iteration 57F: 3 clusters Score -1.228672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Entering Unmasked Estep 
Score: -1274579.000000 Penalty: 2300.154541
	Iteration 0F: 2 clusters Score -1274579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1266627.125000 Penalty: 4600.309082
	Iteration 0F: 3 clusters Score -1266627 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1269008.750000 Penalty: 4600.309082
	Iteration 1F: 3 clusters Score -1269009 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1269533.250000 Penalty: 4600.309082
	Iteration 2F: 3 clusters Score -1269533 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1269974.375000 Penalty: 4600.309082
	Iteration 3F: 3 clusters Score -1269974 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1270418.500000 Penalty: 4600.309082
	Iteration 4F: 3 clusters Score -1270418 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1270850.375000 Penalty: 4600.309082
	Iteration 5F: 3 clusters Score -1270850 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1271281.750000 Penalty: 4600.309082
	Iteration 6F: 3 clusters Score -1271282 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1271665.875000 Penalty: 4600.309082
	Iteration 7F: 3 clusters Score -1271666 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1271940.125000 Penalty: 4600.309082
	Iteration 8Q: 3 clusters Score -1271940 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1272133.750000 Penalty: 4600.309082
	Iteration 9Q: 3 clusters Score -1272134 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1272271.875000 Penalty: 4600.309082
	Iteration 10Q: 3 clusters Score -1272272 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1272370.250000 Penalty: 4600.309082
	Iteration 11Q: 3 clusters Score -1272370 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1272440.500000 Penalty: 4600.309082
	Iteration 12Q: 3 clusters Score -1272440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1272496.625000 Penalty: 4600.309082
	Iteration 13Q: 3 clusters Score -1272497 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1272540.000000 Penalty: 4600.309082
	Iteration 14Q: 3 clusters Score -1272540 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1272572.500000 Penalty: 4600.309082
	Iteration 15Q: 3 clusters Score -1272572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1272598.750000 Penalty: 4600.309082
	Iteration 16Q: 3 clusters Score -1272599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1272630.000000 Penalty: 4600.309082
	Iteration 17Q: 3 clusters Score -1272630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1272648.250000 Penalty: 4600.309082
	Iteration 18Q: 3 clusters Score -1272648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1272669.750000 Penalty: 4600.309082
	Iteration 19Q: 3 clusters Score -1272670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1272678.500000 Penalty: 4600.309082
	Iteration 20F: 3 clusters Score -1272678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1272688.500000 Penalty: 4600.309082
	Iteration 21Q: 3 clusters Score -1272688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1272694.000000 Penalty: 4600.309082
	Iteration 22Q: 3 clusters Score -1272694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1272701.000000 Penalty: 4600.309082
	Iteration 23Q: 3 clusters Score -1272701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1272705.250000 Penalty: 4600.309082
	Iteration 24Q: 3 clusters Score -1272705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1272710.250000 Penalty: 4600.309082
	Iteration 25Q: 3 clusters Score -1272710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1272712.875000 Penalty: 4600.309082
	Iteration 26Q: 3 clusters Score -1272713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1272714.125000 Penalty: 4600.309082
	Iteration 27Q: 3 clusters Score -1272714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1272717.625000 Penalty: 4600.309082
	Iteration 28Q: 3 clusters Score -1272718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1272719.500000 Penalty: 4600.309082
	Iteration 29Q: 3 clusters Score -1272720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1272724.500000 Penalty: 4600.309082
	Iteration 30Q: 3 clusters Score -1272724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1272725.750000 Penalty: 4600.309082
	Iteration 31Q: 3 clusters Score -1272726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1272729.625000 Penalty: 4600.309082
	Iteration 32Q: 3 clusters Score -1272730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1272731.500000 Penalty: 4600.309082
	Iteration 33Q: 3 clusters Score -1272732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1272730.375000 Penalty: 4600.309082
	Iteration 34Q: 3 clusters Score -1272730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1272733.500000 Penalty: 4600.309082
	Iteration 35Q: 3 clusters Score -1272734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1272733.000000 Penalty: 4600.309082
	Iteration 36Q: 3 clusters Score -1272733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1272732.000000 Penalty: 4600.309082
	Iteration 37Q: 3 clusters Score -1272732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1272733.625000 Penalty: 4600.309082
	Iteration 38Q: 3 clusters Score -1272734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1272736.625000 Penalty: 4600.309082
	Iteration 39Q: 3 clusters Score -1272737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1272739.625000 Penalty: 4600.309082
	Iteration 40F: 3 clusters Score -1272740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (44191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Entering Unmasked Estep 
Score: -5179869.500000 Penalty: 2652.676514
	Iteration 0F: 2 clusters Score -5179870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5150056.000000 Penalty: 5305.353027
	Iteration 0F: 3 clusters Score -5150056 nChanged 20186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5161068.000000 Penalty: 5305.353027
	Iteration 1F: 3 clusters Score -5161068 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -5161786.000000 Penalty: 5305.353027
	Iteration 2Q: 3 clusters Score -5161786 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -5162682.500000 Penalty: 5305.353027
	Iteration 3Q: 3 clusters Score -5162682 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -5163870.000000 Penalty: 5305.353027
	Iteration 4Q: 3 clusters Score -5163870 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -5165243.000000 Penalty: 5305.353027
	Iteration 5F: 3 clusters Score -5165243 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -5167046.500000 Penalty: 5305.353027
	Iteration 6F: 3 clusters Score -5167046 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5169060.000000 Penalty: 5305.353027
	Iteration 7F: 3 clusters Score -5169060 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -5170975.000000 Penalty: 5305.353027
	Iteration 8F: 3 clusters Score -5170975 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -5172545.000000 Penalty: 5305.353027
	Iteration 9F: 3 clusters Score -5172545 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -5173743.000000 Penalty: 5305.353027
	Iteration 10Q: 3 clusters Score -5173743 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -5174526.500000 Penalty: 5305.353027
	Iteration 11Q: 3 clusters Score -5174526 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -5175131.000000 Penalty: 5305.353027
	Iteration 12Q: 3 clusters Score -5175131 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -5175644.000000 Penalty: 5305.353027
	Iteration 13Q: 3 clusters Score -5175644 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -5176132.000000 Penalty: 5305.353027
	Iteration 14Q: 3 clusters Score -5176132 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -5176449.000000 Penalty: 5305.353027
	Iteration 15Q: 3 clusters Score -5176449 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -5176742.000000 Penalty: 5305.353027
	Iteration 16Q: 3 clusters Score -5176742 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -5176971.000000 Penalty: 5305.353027
	Iteration 17Q: 3 clusters Score -5176971 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -5177171.500000 Penalty: 5305.353027
	Iteration 18Q: 3 clusters Score -5177172 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -5177349.500000 Penalty: 5305.353027
	Iteration 19Q: 3 clusters Score -5177350 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -5177508.500000 Penalty: 5305.353027
	Iteration 20F: 3 clusters Score -5177508 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -5177680.500000 Penalty: 5305.353027
	Iteration 21Q: 3 clusters Score -5177680 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -5177817.000000 Penalty: 5305.353027
	Iteration 22Q: 3 clusters Score -5177817 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -5177943.000000 Penalty: 5305.353027
	Iteration 23Q: 3 clusters Score -5177943 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5178042.000000 Penalty: 5305.353027
	Iteration 24Q: 3 clusters Score -5178042 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -5178107.000000 Penalty: 5305.353027
	Iteration 25Q: 3 clusters Score -5178107 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5178197.500000 Penalty: 5305.353027
	Iteration 26Q: 3 clusters Score -5178198 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5178274.000000 Penalty: 5305.353027
	Iteration 27Q: 3 clusters Score -5178274 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -5178344.500000 Penalty: 5305.353027
	Iteration 28Q: 3 clusters Score -5178344 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -5178401.500000 Penalty: 5305.353027
	Iteration 29Q: 3 clusters Score -5178402 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -5178421.500000 Penalty: 5305.353027
	Iteration 30Q: 3 clusters Score -5178422 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -5178468.000000 Penalty: 5305.353027
	Iteration 31Q: 3 clusters Score -5178468 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5178478.000000 Penalty: 5305.353027
	Iteration 32Q: 3 clusters Score -5178478 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5178516.500000 Penalty: 5305.353027
	Iteration 33Q: 3 clusters Score -5178516 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -5178567.000000 Penalty: 5305.353027
	Iteration 34Q: 3 clusters Score -5178567 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -5178591.500000 Penalty: 5305.353027
	Iteration 35Q: 3 clusters Score -5178592 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5178623.000000 Penalty: 5305.353027
	Iteration 36Q: 3 clusters Score -5178623 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -5178640.500000 Penalty: 5305.353027
	Iteration 37Q: 3 clusters Score -5178640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5178643.500000 Penalty: 5305.353027
	Iteration 38Q: 3 clusters Score -5178644 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -5178660.500000 Penalty: 5305.353027
	Iteration 39Q: 3 clusters Score -5178660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -5178668.000000 Penalty: 5305.353027
	Iteration 40F: 3 clusters Score -5178668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -5178670.500000 Penalty: 5305.353027
	Iteration 41Q: 3 clusters Score -5178670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -5178673.000000 Penalty: 5305.353027
	Iteration 42Q: 3 clusters Score -5178673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -5178682.000000 Penalty: 5305.353027
	Iteration 43Q: 3 clusters Score -5178682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5178704.500000 Penalty: 5305.353027
	Iteration 44Q: 3 clusters Score -5178704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -5178702.500000 Penalty: 5305.353027
	Iteration 45Q: 3 clusters Score -5178702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -5178720.500000 Penalty: 5305.353027
	Iteration 46Q: 3 clusters Score -5178720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -5178720.500000 Penalty: 5305.353027
	Iteration 47Q: 3 clusters Score -5178720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5178710.000000 Penalty: 5305.353027
	Iteration 48Q: 3 clusters Score -5178710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -5178729.500000 Penalty: 5305.353027
	Iteration 49Q: 3 clusters Score -5178730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -5178731.000000 Penalty: 5305.353027
	Iteration 50Q: 3 clusters Score -5178731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -5178728.500000 Penalty: 5305.353027
	Iteration 51Q: 3 clusters Score -5178728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -5178737.000000 Penalty: 5305.353027
	Iteration 52Q: 3 clusters Score -5178737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -5178750.500000 Penalty: 5305.353027
	Iteration 53Q: 3 clusters Score -5178750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5178762.500000 Penalty: 5305.353027
	Iteration 54Q: 3 clusters Score -5178762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -5178763.500000 Penalty: 5305.353027
	Iteration 55Q: 3 clusters Score -5178764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5178753.000000 Penalty: 5305.353027
	Iteration 56Q: 3 clusters Score -5178753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5178758.000000 Penalty: 5305.353027
	Iteration 57Q: 3 clusters Score -5178758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5178743.000000 Penalty: 5305.353027
	Iteration 58Q: 3 clusters Score -5178743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -5178749.500000 Penalty: 5305.353027
	Iteration 59Q: 3 clusters Score -5178750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5178747.000000 Penalty: 5305.353027
	Iteration 60F: 3 clusters Score -5178747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -5178752.500000 Penalty: 5305.353027
	Iteration 61Q: 3 clusters Score -5178752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -5178748.000000 Penalty: 5305.353027
	Iteration 62Q: 3 clusters Score -5178748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5178749.000000 Penalty: 5305.353027
	Iteration 63Q: 3 clusters Score -5178749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -5178753.000000 Penalty: 5305.353027
	Iteration 64Q: 3 clusters Score -5178753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5178749.500000 Penalty: 5305.353027
	Iteration 65Q: 3 clusters Score -5178750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -5178743.500000 Penalty: 5305.353027
	Iteration 66Q: 3 clusters Score -5178744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -5178750.500000 Penalty: 5305.353027
	Iteration 67Q: 3 clusters Score -5178750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5178757.000000 Penalty: 5305.353027
	Iteration 68Q: 3 clusters Score -5178757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -5178764.000000 Penalty: 5305.353027
	Iteration 69Q: 3 clusters Score -5178764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5178765.500000 Penalty: 5305.353027
	Iteration 70Q: 3 clusters Score -5178766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -5178764.000000 Penalty: 5305.353027
	Iteration 71Q: 3 clusters Score -5178764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5178772.500000 Penalty: 5305.353027
	Iteration 72Q: 3 clusters Score -5178772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -5178762.000000 Penalty: 5305.353027
	Iteration 73Q: 3 clusters Score -5178762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -5178765.000000 Penalty: 5305.353027
	Iteration 74Q: 3 clusters Score -5178765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -5178762.000000 Penalty: 5305.353027
	Iteration 75Q: 3 clusters Score -5178762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -5178764.000000 Penalty: 5305.353027
	Iteration 76Q: 3 clusters Score -5178764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5178762.000000 Penalty: 5305.353027
	Iteration 77Q: 3 clusters Score -5178762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -5178766.500000 Penalty: 5305.353027
	Iteration 78Q: 3 clusters Score -5178766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -5178770.500000 Penalty: 5305.353027
	Iteration 79Q: 3 clusters Score -5178770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -5178774.500000 Penalty: 5305.353027
	Iteration 80F: 3 clusters Score -5178774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5178777.500000 Penalty: 5305.353027
	Iteration 81Q: 3 clusters Score -5178778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -5178779.000000 Penalty: 5305.353027
	Iteration 82Q: 3 clusters Score -5178779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5178781.000000 Penalty: 5305.353027
	Iteration 83Q: 3 clusters Score -5178781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -5178786.000000 Penalty: 5305.353027
	Iteration 84Q: 3 clusters Score -5178786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -5178780.500000 Penalty: 5305.353027
	Iteration 85Q: 3 clusters Score -5178780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5178781.500000 Penalty: 5305.353027
	Iteration 86Q: 3 clusters Score -5178782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -5178784.500000 Penalty: 5305.353027
	Iteration 87Q: 3 clusters Score -5178784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5178788.500000 Penalty: 5305.353027
	Iteration 88Q: 3 clusters Score -5178788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5178790.000000 Penalty: 5305.353027
	Iteration 89Q: 3 clusters Score -5178790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5178790.000000 Penalty: 5305.353027
	Iteration 90F: 3 clusters Score -5178790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -99528.250000 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -99528.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97869.609375 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -97869.61 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98143.734375 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -98143.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -98307.281250 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -98307.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -98468.039062 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -98468.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -98530.984375 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -98530.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98579.382812 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -98579.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -98607.921875 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -98607.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -98632.085938 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -98632.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98679.406250 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -98679.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -98735.585938 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -98735.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98772.015625 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -98772.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98801.929688 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -98801.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98821.656250 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -98821.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98827.539062 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -98827.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98840.906250 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -98840.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -98842.382812 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -98842.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -98843.101562 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -98843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -98843.101562 Penalty: 3204.888184
	Iteration 17F: 3 clusters Score -98843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -27575.271484 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -27575.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26451.296875 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -26451.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26658.283203 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -26658.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26717.816406 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -26717.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26733.378906 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -26733.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26755.425781 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -26755.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26780.767578 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -26780.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26796.031250 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -26796.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26802.462891 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -26802.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26807.171875 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -26807.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26808.298828 Penalty: 2769.414062
	Iteration 9Q: 3 clusters Score -26808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26808.298828 Penalty: 2769.414062
	Iteration 10F: 3 clusters Score -26808.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -31628.769531 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -31628.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30446.695312 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -30446.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30823.937500 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -30823.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30974.982422 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -30974.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31060.791016 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -31060.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31107.994141 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -31107.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31132.996094 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -31133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31153.957031 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -31153.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31153.957031 Penalty: 3051.755371
	Iteration 7F: 3 clusters Score -31153.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Entering Unmasked Estep 
Score: -861066.625000 Penalty: 2247.221436
	Iteration 0F: 2 clusters Score -861066.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -854239.187500 Penalty: 4494.442871
	Iteration 0F: 3 clusters Score -854239.2 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -856423.062500 Penalty: 4494.442871
	Iteration 1F: 3 clusters Score -856423.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -857032.187500 Penalty: 4494.442871
	Iteration 2F: 3 clusters Score -857032.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -857579.875000 Penalty: 4494.442871
	Iteration 3F: 3 clusters Score -857579.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -858036.875000 Penalty: 4494.442871
	Iteration 4F: 3 clusters Score -858036.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -858444.125000 Penalty: 4494.442871
	Iteration 5F: 3 clusters Score -858444.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -858754.687500 Penalty: 4494.442871
	Iteration 6F: 3 clusters Score -858754.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -858947.000000 Penalty: 4494.442871
	Iteration 7Q: 3 clusters Score -858947 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -859081.875000 Penalty: 4494.442871
	Iteration 8Q: 3 clusters Score -859081.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -859211.312500 Penalty: 4494.442871
	Iteration 9Q: 3 clusters Score -859211.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -859329.937500 Penalty: 4494.442871
	Iteration 10Q: 3 clusters Score -859329.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -859432.062500 Penalty: 4494.442871
	Iteration 11Q: 3 clusters Score -859432.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -859541.125000 Penalty: 4494.442871
	Iteration 12Q: 3 clusters Score -859541.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -859634.437500 Penalty: 4494.442871
	Iteration 13Q: 3 clusters Score -859634.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -859716.562500 Penalty: 4494.442871
	Iteration 14Q: 3 clusters Score -859716.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -859784.750000 Penalty: 4494.442871
	Iteration 15Q: 3 clusters Score -859784.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -859839.125000 Penalty: 4494.442871
	Iteration 16Q: 3 clusters Score -859839.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -859889.500000 Penalty: 4494.442871
	Iteration 17Q: 3 clusters Score -859889.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -859933.437500 Penalty: 4494.442871
	Iteration 18Q: 3 clusters Score -859933.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -859973.812500 Penalty: 4494.442871
	Iteration 19Q: 3 clusters Score -859973.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -860007.500000 Penalty: 4494.442871
	Iteration 20F: 3 clusters Score -860007.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -860044.375000 Penalty: 4494.442871
	Iteration 21Q: 3 clusters Score -860044.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -860074.625000 Penalty: 4494.442871
	Iteration 22Q: 3 clusters Score -860074.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -860099.187500 Penalty: 4494.442871
	Iteration 23Q: 3 clusters Score -860099.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -860126.500000 Penalty: 4494.442871
	Iteration 24Q: 3 clusters Score -860126.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -860153.750000 Penalty: 4494.442871
	Iteration 25Q: 3 clusters Score -860153.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -860173.687500 Penalty: 4494.442871
	Iteration 26Q: 3 clusters Score -860173.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -860194.000000 Penalty: 4494.442871
	Iteration 27Q: 3 clusters Score -860194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -860210.500000 Penalty: 4494.442871
	Iteration 28Q: 3 clusters Score -860210.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -860223.562500 Penalty: 4494.442871
	Iteration 29Q: 3 clusters Score -860223.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -860232.625000 Penalty: 4494.442871
	Iteration 30Q: 3 clusters Score -860232.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -860240.250000 Penalty: 4494.442871
	Iteration 31Q: 3 clusters Score -860240.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -860245.125000 Penalty: 4494.442871
	Iteration 32Q: 3 clusters Score -860245.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -860249.000000 Penalty: 4494.442871
	Iteration 33Q: 3 clusters Score -860249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -860255.437500 Penalty: 4494.442871
	Iteration 34Q: 3 clusters Score -860255.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -860263.750000 Penalty: 4494.442871
	Iteration 35Q: 3 clusters Score -860263.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -860270.937500 Penalty: 4494.442871
	Iteration 36Q: 3 clusters Score -860270.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -860280.187500 Penalty: 4494.442871
	Iteration 37Q: 3 clusters Score -860280.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -860288.625000 Penalty: 4494.442871
	Iteration 38Q: 3 clusters Score -860288.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -860293.625000 Penalty: 4494.442871
	Iteration 39Q: 3 clusters Score -860293.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -860297.000000 Penalty: 4494.442871
	Iteration 40F: 3 clusters Score -860297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -860300.625000 Penalty: 4494.442871
	Iteration 41Q: 3 clusters Score -860300.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -860308.000000 Penalty: 4494.442871
	Iteration 42Q: 3 clusters Score -860308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -860314.437500 Penalty: 4494.442871
	Iteration 43Q: 3 clusters Score -860314.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -860317.562500 Penalty: 4494.442871
	Iteration 44Q: 3 clusters Score -860317.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -860319.250000 Penalty: 4494.442871
	Iteration 45Q: 3 clusters Score -860319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -860319.687500 Penalty: 4494.442871
	Iteration 46Q: 3 clusters Score -860319.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -860323.687500 Penalty: 4494.442871
	Iteration 47Q: 3 clusters Score -860323.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -860327.750000 Penalty: 4494.442871
	Iteration 48Q: 3 clusters Score -860327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -860329.187500 Penalty: 4494.442871
	Iteration 49Q: 3 clusters Score -860329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -860331.562500 Penalty: 4494.442871
	Iteration 50Q: 3 clusters Score -860331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -860334.625000 Penalty: 4494.442871
	Iteration 51Q: 3 clusters Score -860334.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -860337.437500 Penalty: 4494.442871
	Iteration 52Q: 3 clusters Score -860337.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -860340.875000 Penalty: 4494.442871
	Iteration 53Q: 3 clusters Score -860340.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -860344.937500 Penalty: 4494.442871
	Iteration 54Q: 3 clusters Score -860344.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -860346.125000 Penalty: 4494.442871
	Iteration 55Q: 3 clusters Score -860346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -860347.750000 Penalty: 4494.442871
	Iteration 56Q: 3 clusters Score -860347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -860349.750000 Penalty: 4494.442871
	Iteration 57Q: 3 clusters Score -860349.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -860350.187500 Penalty: 4494.442871
	Iteration 58Q: 3 clusters Score -860350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -860347.500000 Penalty: 4494.442871
	Iteration 59Q: 3 clusters Score -860347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -860349.500000 Penalty: 4494.442871
	Iteration 60F: 3 clusters Score -860349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -860350.375000 Penalty: 4494.442871
	Iteration 61Q: 3 clusters Score -860350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -860353.000000 Penalty: 4494.442871
	Iteration 62Q: 3 clusters Score -860353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -860351.500000 Penalty: 4494.442871
	Iteration 63Q: 3 clusters Score -860351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -860352.000000 Penalty: 4494.442871
	Iteration 64Q: 3 clusters Score -860352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -860352.000000 Penalty: 4494.442871
	Iteration 65F: 3 clusters Score -860352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (36394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Entering Unmasked Estep 
Score: -4165028.250000 Penalty: 2604.535400
	Iteration 0F: 2 clusters Score -4165028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4140285.000000 Penalty: 5209.070801
	Iteration 0F: 3 clusters Score -4140285 nChanged 16636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -4149448.000000 Penalty: 5209.070801
	Iteration 1F: 3 clusters Score -4149448 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4150233.500000 Penalty: 5209.070801
	Iteration 2F: 3 clusters Score -4150234 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4151528.250000 Penalty: 5209.070801
	Iteration 3F: 3 clusters Score -4151528 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4153391.750000 Penalty: 5209.070801
	Iteration 4F: 3 clusters Score -4153392 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4155574.750000 Penalty: 5209.070801
	Iteration 5F: 3 clusters Score -4155575 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4157360.000000 Penalty: 5209.070801
	Iteration 6F: 3 clusters Score -4157360 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4158688.500000 Penalty: 5209.070801
	Iteration 7F: 3 clusters Score -4158688 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4159567.500000 Penalty: 5209.070801
	Iteration 8Q: 3 clusters Score -4159568 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4160265.500000 Penalty: 5209.070801
	Iteration 9Q: 3 clusters Score -4160266 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -4160844.750000 Penalty: 5209.070801
	Iteration 10Q: 3 clusters Score -4160845 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4161340.500000 Penalty: 5209.070801
	Iteration 11Q: 3 clusters Score -4161340 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -4161709.000000 Penalty: 5209.070801
	Iteration 12Q: 3 clusters Score -4161709 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4161986.250000 Penalty: 5209.070801
	Iteration 13Q: 3 clusters Score -4161986 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4162165.500000 Penalty: 5209.070801
	Iteration 14Q: 3 clusters Score -4162166 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4162275.750000 Penalty: 5209.070801
	Iteration 15Q: 3 clusters Score -4162276 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4162369.750000 Penalty: 5209.070801
	Iteration 16Q: 3 clusters Score -4162370 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4162420.250000 Penalty: 5209.070801
	Iteration 17Q: 3 clusters Score -4162420 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4162465.000000 Penalty: 5209.070801
	Iteration 18Q: 3 clusters Score -4162465 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4162502.500000 Penalty: 5209.070801
	Iteration 19Q: 3 clusters Score -4162502 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4162535.250000 Penalty: 5209.070801
	Iteration 20F: 3 clusters Score -4162535 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -4162561.500000 Penalty: 5209.070801
	Iteration 21Q: 3 clusters Score -4162562 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4162597.000000 Penalty: 5209.070801
	Iteration 22Q: 3 clusters Score -4162597 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4162652.500000 Penalty: 5209.070801
	Iteration 23Q: 3 clusters Score -4162652 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -4162666.500000 Penalty: 5209.070801
	Iteration 24Q: 3 clusters Score -4162666 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4162699.000000 Penalty: 5209.070801
	Iteration 25Q: 3 clusters Score -4162699 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4162727.750000 Penalty: 5209.070801
	Iteration 26Q: 3 clusters Score -4162728 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -4162750.500000 Penalty: 5209.070801
	Iteration 27Q: 3 clusters Score -4162750 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -4162760.000000 Penalty: 5209.070801
	Iteration 28Q: 3 clusters Score -4162760 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -4162782.250000 Penalty: 5209.070801
	Iteration 29Q: 3 clusters Score -4162782 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4162808.500000 Penalty: 5209.070801
	Iteration 30Q: 3 clusters Score -4162808 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -4162821.500000 Penalty: 5209.070801
	Iteration 31Q: 3 clusters Score -4162822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -4162826.500000 Penalty: 5209.070801
	Iteration 32Q: 3 clusters Score -4162826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4162842.750000 Penalty: 5209.070801
	Iteration 33Q: 3 clusters Score -4162843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4162865.000000 Penalty: 5209.070801
	Iteration 34Q: 3 clusters Score -4162865 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4162861.000000 Penalty: 5209.070801
	Iteration 35Q: 3 clusters Score -4162861 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -4162871.000000 Penalty: 5209.070801
	Iteration 36Q: 3 clusters Score -4162871 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4162891.000000 Penalty: 5209.070801
	Iteration 37Q: 3 clusters Score -4162891 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4162905.750000 Penalty: 5209.070801
	Iteration 38Q: 3 clusters Score -4162906 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -4162915.000000 Penalty: 5209.070801
	Iteration 39Q: 3 clusters Score -4162915 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -4162926.250000 Penalty: 5209.070801
	Iteration 40F: 3 clusters Score -4162926 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4162958.500000 Penalty: 5209.070801
	Iteration 41Q: 3 clusters Score -4162958 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4162979.000000 Penalty: 5209.070801
	Iteration 42Q: 3 clusters Score -4162979 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -4162998.000000 Penalty: 5209.070801
	Iteration 43Q: 3 clusters Score -4162998 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -4163020.250000 Penalty: 5209.070801
	Iteration 44Q: 3 clusters Score -4163020 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -4163049.000000 Penalty: 5209.070801
	Iteration 45Q: 3 clusters Score -4163049 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -4163071.750000 Penalty: 5209.070801
	Iteration 46Q: 3 clusters Score -4163072 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -4163104.000000 Penalty: 5209.070801
	Iteration 47Q: 3 clusters Score -4163104 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -4163151.750000 Penalty: 5209.070801
	Iteration 48Q: 3 clusters Score -4163152 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -4163174.750000 Penalty: 5209.070801
	Iteration 49Q: 3 clusters Score -4163175 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -4163187.500000 Penalty: 5209.070801
	Iteration 50Q: 3 clusters Score -4163188 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4163226.500000 Penalty: 5209.070801
	Iteration 51Q: 3 clusters Score -4163226 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -4163268.500000 Penalty: 5209.070801
	Iteration 52Q: 3 clusters Score -4163268 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -4163312.750000 Penalty: 5209.070801
	Iteration 53Q: 3 clusters Score -4163313 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4163354.500000 Penalty: 5209.070801
	Iteration 54Q: 3 clusters Score -4163354 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -4163394.750000 Penalty: 5209.070801
	Iteration 55Q: 3 clusters Score -4163395 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4163425.750000 Penalty: 5209.070801
	Iteration 56Q: 3 clusters Score -4163426 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4163486.250000 Penalty: 5209.070801
	Iteration 57Q: 3 clusters Score -4163486 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4163535.250000 Penalty: 5209.070801
	Iteration 58Q: 3 clusters Score -4163535 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4163593.000000 Penalty: 5209.070801
	Iteration 59Q: 3 clusters Score -4163593 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -4163645.750000 Penalty: 5209.070801
	Iteration 60F: 3 clusters Score -4163646 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4163674.500000 Penalty: 5209.070801
	Iteration 61Q: 3 clusters Score -4163674 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -4163719.500000 Penalty: 5209.070801
	Iteration 62Q: 3 clusters Score -4163720 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -4163776.000000 Penalty: 5209.070801
	Iteration 63Q: 3 clusters Score -4163776 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4163809.750000 Penalty: 5209.070801
	Iteration 64Q: 3 clusters Score -4163810 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4163857.250000 Penalty: 5209.070801
	Iteration 65Q: 3 clusters Score -4163857 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -4163928.000000 Penalty: 5209.070801
	Iteration 66Q: 3 clusters Score -4163928 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -4163993.250000 Penalty: 5209.070801
	Iteration 67Q: 3 clusters Score -4163993 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4164046.250000 Penalty: 5209.070801
	Iteration 68Q: 3 clusters Score -4164046 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -4164124.750000 Penalty: 5209.070801
	Iteration 69Q: 3 clusters Score -4164125 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4164187.500000 Penalty: 5209.070801
	Iteration 70Q: 3 clusters Score -4164188 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -4164246.500000 Penalty: 5209.070801
	Iteration 71Q: 3 clusters Score -4164246 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -4164319.750000 Penalty: 5209.070801
	Iteration 72Q: 3 clusters Score -4164320 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -4164382.750000 Penalty: 5209.070801
	Iteration 73Q: 3 clusters Score -4164383 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -4164454.250000 Penalty: 5209.070801
	Iteration 74Q: 3 clusters Score -4164454 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -4164521.750000 Penalty: 5209.070801
	Iteration 75Q: 3 clusters Score -4164522 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -4164552.500000 Penalty: 5209.070801
	Iteration 76Q: 3 clusters Score -4164552 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4164599.750000 Penalty: 5209.070801
	Iteration 77Q: 3 clusters Score -4164600 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4164633.000000 Penalty: 5209.070801
	Iteration 78Q: 3 clusters Score -4164633 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4164657.750000 Penalty: 5209.070801
	Iteration 79Q: 3 clusters Score -4164658 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -4164690.750000 Penalty: 5209.070801
	Iteration 80F: 3 clusters Score -4164691 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4164729.000000 Penalty: 5209.070801
	Iteration 81Q: 3 clusters Score -4164729 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4164729.750000 Penalty: 5209.070801
	Iteration 82Q: 3 clusters Score -4164730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -4164735.750000 Penalty: 5209.070801
	Iteration 83Q: 3 clusters Score -4164736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4164746.750000 Penalty: 5209.070801
	Iteration 84Q: 3 clusters Score -4164747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4164756.750000 Penalty: 5209.070801
	Iteration 85Q: 3 clusters Score -4164757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4164763.250000 Penalty: 5209.070801
	Iteration 86Q: 3 clusters Score -4164763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -4164776.750000 Penalty: 5209.070801
	Iteration 87Q: 3 clusters Score -4164777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4164788.500000 Penalty: 5209.070801
	Iteration 88Q: 3 clusters Score -4164788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4164785.500000 Penalty: 5209.070801
	Iteration 89Q: 3 clusters Score -4164786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -4164796.500000 Penalty: 5209.070801
	Iteration 90Q: 3 clusters Score -4164796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4164799.500000 Penalty: 5209.070801
	Iteration 91Q: 3 clusters Score -4164800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4164795.500000 Penalty: 5209.070801
	Iteration 92Q: 3 clusters Score -4164796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4164795.250000 Penalty: 5209.070801
	Iteration 93Q: 3 clusters Score -4164795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -4164796.250000 Penalty: 5209.070801
	Iteration 94Q: 3 clusters Score -4164796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4164792.750000 Penalty: 5209.070801
	Iteration 95Q: 3 clusters Score -4164793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4164796.500000 Penalty: 5209.070801
	Iteration 96Q: 3 clusters Score -4164796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4164803.750000 Penalty: 5209.070801
	Iteration 97Q: 3 clusters Score -4164804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4164804.250000 Penalty: 5209.070801
	Iteration 98Q: 3 clusters Score -4164804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4164811.750000 Penalty: 5209.070801
	Iteration 99Q: 3 clusters Score -4164812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -4164831.000000 Penalty: 5209.070801
	Iteration 100F: 3 clusters Score -4164831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4164834.000000 Penalty: 5209.070801
	Iteration 101Q: 3 clusters Score -4164834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4164841.500000 Penalty: 5209.070801
	Iteration 102Q: 3 clusters Score -4164842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4164832.000000 Penalty: 5209.070801
	Iteration 103Q: 3 clusters Score -4164832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4164832.500000 Penalty: 5209.070801
	Iteration 104Q: 3 clusters Score -4164832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -4164834.750000 Penalty: 5209.070801
	Iteration 105Q: 3 clusters Score -4164835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -4164834.000000 Penalty: 5209.070801
	Iteration 106Q: 3 clusters Score -4164834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4164833.750000 Penalty: 5209.070801
	Iteration 107Q: 3 clusters Score -4164834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4164829.250000 Penalty: 5209.070801
	Iteration 108Q: 3 clusters Score -4164829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4164833.250000 Penalty: 5209.070801
	Iteration 109Q: 3 clusters Score -4164833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4164835.250000 Penalty: 5209.070801
	Iteration 110Q: 3 clusters Score -4164835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -4164841.750000 Penalty: 5209.070801
	Iteration 111Q: 3 clusters Score -4164842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -4164841.250000 Penalty: 5209.070801
	Iteration 112Q: 3 clusters Score -4164841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4164838.250000 Penalty: 5209.070801
	Iteration 113Q: 3 clusters Score -4164838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -4164839.000000 Penalty: 5209.070801
	Iteration 114Q: 3 clusters Score -4164839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4164839.250000 Penalty: 5209.070801
	Iteration 115Q: 3 clusters Score -4164839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -4164842.000000 Penalty: 5209.070801
	Iteration 116Q: 3 clusters Score -4164842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4164848.500000 Penalty: 5209.070801
	Iteration 117Q: 3 clusters Score -4164848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -4164850.000000 Penalty: 5209.070801
	Iteration 118Q: 3 clusters Score -4164850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4164847.500000 Penalty: 5209.070801
	Iteration 119Q: 3 clusters Score -4164848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4164847.500000 Penalty: 5209.070801
	Iteration 120F: 3 clusters Score -4164848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Entering Unmasked Estep 
Score: -464153.468750 Penalty: 2060.739014
	Iteration 0F: 2 clusters Score -464153.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -460272.562500 Penalty: 4121.478027
	Iteration 0F: 3 clusters Score -460272.6 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -461162.468750 Penalty: 4121.478027
	Iteration 1F: 3 clusters Score -461162.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -461335.656250 Penalty: 4121.478027
	Iteration 2F: 3 clusters Score -461335.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -461441.343750 Penalty: 4121.478027
	Iteration 3Q: 3 clusters Score -461441.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -461515.968750 Penalty: 4121.478027
	Iteration 4Q: 3 clusters Score -461516 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -461564.000000 Penalty: 4121.478027
	Iteration 5Q: 3 clusters Score -461564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -461595.437500 Penalty: 4121.478027
	Iteration 6Q: 3 clusters Score -461595.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -461620.000000 Penalty: 4121.478027
	Iteration 7Q: 3 clusters Score -461620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -461638.968750 Penalty: 4121.478027
	Iteration 8Q: 3 clusters Score -461639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -461656.187500 Penalty: 4121.478027
	Iteration 9Q: 3 clusters Score -461656.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -461676.031250 Penalty: 4121.478027
	Iteration 10Q: 3 clusters Score -461676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -461692.968750 Penalty: 4121.478027
	Iteration 11Q: 3 clusters Score -461693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -461706.093750 Penalty: 4121.478027
	Iteration 12Q: 3 clusters Score -461706.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -461714.156250 Penalty: 4121.478027
	Iteration 13Q: 3 clusters Score -461714.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -461724.437500 Penalty: 4121.478027
	Iteration 14Q: 3 clusters Score -461724.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -461732.812500 Penalty: 4121.478027
	Iteration 15Q: 3 clusters Score -461732.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -461743.812500 Penalty: 4121.478027
	Iteration 16Q: 3 clusters Score -461743.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -461755.312500 Penalty: 4121.478027
	Iteration 17Q: 3 clusters Score -461755.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -461767.031250 Penalty: 4121.478027
	Iteration 18Q: 3 clusters Score -461767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -461774.531250 Penalty: 4121.478027
	Iteration 19Q: 3 clusters Score -461774.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -461780.718750 Penalty: 4121.478027
	Iteration 20F: 3 clusters Score -461780.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -461789.812500 Penalty: 4121.478027
	Iteration 21Q: 3 clusters Score -461789.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -461799.625000 Penalty: 4121.478027
	Iteration 22Q: 3 clusters Score -461799.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -461812.750000 Penalty: 4121.478027
	Iteration 23Q: 3 clusters Score -461812.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -461823.437500 Penalty: 4121.478027
	Iteration 24Q: 3 clusters Score -461823.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -461830.593750 Penalty: 4121.478027
	Iteration 25Q: 3 clusters Score -461830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -461835.750000 Penalty: 4121.478027
	Iteration 26Q: 3 clusters Score -461835.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -461840.281250 Penalty: 4121.478027
	Iteration 27Q: 3 clusters Score -461840.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -461847.718750 Penalty: 4121.478027
	Iteration 28Q: 3 clusters Score -461847.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -461854.437500 Penalty: 4121.478027
	Iteration 29Q: 3 clusters Score -461854.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -461864.687500 Penalty: 4121.478027
	Iteration 30Q: 3 clusters Score -461864.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -461874.718750 Penalty: 4121.478027
	Iteration 31Q: 3 clusters Score -461874.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -461889.937500 Penalty: 4121.478027
	Iteration 32Q: 3 clusters Score -461889.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -461922.187500 Penalty: 4121.478027
	Iteration 33Q: 3 clusters Score -461922.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -461972.687500 Penalty: 4121.478027
	Iteration 34Q: 3 clusters Score -461972.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -462041.500000 Penalty: 4121.478027
	Iteration 35Q: 3 clusters Score -462041.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -462097.937500 Penalty: 4121.478027
	Iteration 36Q: 3 clusters Score -462097.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -462142.062500 Penalty: 4121.478027
	Iteration 37Q: 3 clusters Score -462142.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -462169.500000 Penalty: 4121.478027
	Iteration 38Q: 3 clusters Score -462169.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -462201.500000 Penalty: 4121.478027
	Iteration 39Q: 3 clusters Score -462201.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -462243.625000 Penalty: 4121.478027
	Iteration 40F: 3 clusters Score -462243.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -462291.437500 Penalty: 4121.478027
	Iteration 41Q: 3 clusters Score -462291.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -462373.656250 Penalty: 4121.478027
	Iteration 42Q: 3 clusters Score -462373.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -462490.968750 Penalty: 4121.478027
	Iteration 43Q: 3 clusters Score -462491 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -462627.125000 Penalty: 4121.478027
	Iteration 44Q: 3 clusters Score -462627.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -462785.812500 Penalty: 4121.478027
	Iteration 45Q: 3 clusters Score -462785.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -462929.843750 Penalty: 4121.478027
	Iteration 46Q: 3 clusters Score -462929.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -463064.000000 Penalty: 4121.478027
	Iteration 47Q: 3 clusters Score -463064 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -463188.093750 Penalty: 4121.478027
	Iteration 48Q: 3 clusters Score -463188.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -463305.781250 Penalty: 4121.478027
	Iteration 49Q: 3 clusters Score -463305.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -463406.468750 Penalty: 4121.478027
	Iteration 50Q: 3 clusters Score -463406.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -463476.812500 Penalty: 4121.478027
	Iteration 51Q: 3 clusters Score -463476.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -463521.500000 Penalty: 4121.478027
	Iteration 52Q: 3 clusters Score -463521.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -463550.500000 Penalty: 4121.478027
	Iteration 53Q: 3 clusters Score -463550.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -463583.125000 Penalty: 4121.478027
	Iteration 54Q: 3 clusters Score -463583.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -463608.750000 Penalty: 4121.478027
	Iteration 55Q: 3 clusters Score -463608.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -463628.250000 Penalty: 4121.478027
	Iteration 56Q: 3 clusters Score -463628.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -463644.031250 Penalty: 4121.478027
	Iteration 57Q: 3 clusters Score -463644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -463654.218750 Penalty: 4121.478027
	Iteration 58Q: 3 clusters Score -463654.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -463662.500000 Penalty: 4121.478027
	Iteration 59Q: 3 clusters Score -463662.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -463684.500000 Penalty: 4121.478027
	Iteration 60F: 3 clusters Score -463684.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -463697.656250 Penalty: 4121.478027
	Iteration 61Q: 3 clusters Score -463697.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -463703.718750 Penalty: 4121.478027
	Iteration 62Q: 3 clusters Score -463703.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -463707.343750 Penalty: 4121.478027
	Iteration 63Q: 3 clusters Score -463707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -463711.031250 Penalty: 4121.478027
	Iteration 64Q: 3 clusters Score -463711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -463713.468750 Penalty: 4121.478027
	Iteration 65Q: 3 clusters Score -463713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -463715.375000 Penalty: 4121.478027
	Iteration 66Q: 3 clusters Score -463715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -463715.000000 Penalty: 4121.478027
	Iteration 67Q: 3 clusters Score -463715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -463715.781250 Penalty: 4121.478027
	Iteration 68Q: 3 clusters Score -463715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -463717.312500 Penalty: 4121.478027
	Iteration 69Q: 3 clusters Score -463717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -463722.343750 Penalty: 4121.478027
	Iteration 70Q: 3 clusters Score -463722.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -463724.937500 Penalty: 4121.478027
	Iteration 71Q: 3 clusters Score -463724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -463727.906250 Penalty: 4121.478027
	Iteration 72Q: 3 clusters Score -463727.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -463728.750000 Penalty: 4121.478027
	Iteration 73Q: 3 clusters Score -463728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -463729.593750 Penalty: 4121.478027
	Iteration 74Q: 3 clusters Score -463729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -463729.531250 Penalty: 4121.478027
	Iteration 75Q: 3 clusters Score -463729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -463729.531250 Penalty: 4121.478027
	Iteration 76F: 3 clusters Score -463729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Entering Unmasked Estep 
Score: -1447974.375000 Penalty: 2338.310791
	Iteration 0F: 2 clusters Score -1447974 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 6155 members 
Entering Unmasked Estep 
Score: -1438815.500000 Penalty: 4676.621582
	Iteration 0F: 3 clusters Score -1438816 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1441448.125000 Penalty: 4676.621582
	Iteration 1F: 3 clusters Score -1441448 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1441792.125000 Penalty: 4676.621582
	Iteration 2F: 3 clusters Score -1441792 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1442084.625000 Penalty: 4676.621582
	Iteration 3F: 3 clusters Score -1442085 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1442323.250000 Penalty: 4676.621582
	Iteration 4Q: 3 clusters Score -1442323 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1442562.875000 Penalty: 4676.621582
	Iteration 5Q: 3 clusters Score -1442563 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1442778.125000 Penalty: 4676.621582
	Iteration 6Q: 3 clusters Score -1442778 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1443010.250000 Penalty: 4676.621582
	Iteration 7Q: 3 clusters Score -1443010 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1443228.375000 Penalty: 4676.621582
	Iteration 8Q: 3 clusters Score -1443228 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1443443.125000 Penalty: 4676.621582
	Iteration 9Q: 3 clusters Score -1443443 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1443651.125000 Penalty: 4676.621582
	Iteration 10Q: 3 clusters Score -1443651 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1443858.875000 Penalty: 4676.621582
	Iteration 11Q: 3 clusters Score -1443859 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1444080.125000 Penalty: 4676.621582
	Iteration 12Q: 3 clusters Score -1444080 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1444285.125000 Penalty: 4676.621582
	Iteration 13Q: 3 clusters Score -1444285 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1444514.500000 Penalty: 4676.621582
	Iteration 14Q: 3 clusters Score -1444514 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1444762.875000 Penalty: 4676.621582
	Iteration 15Q: 3 clusters Score -1444763 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1445045.375000 Penalty: 4676.621582
	Iteration 16Q: 3 clusters Score -1445045 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1445263.250000 Penalty: 4676.621582
	Iteration 17Q: 3 clusters Score -1445263 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1445438.500000 Penalty: 4676.621582
	Iteration 18Q: 3 clusters Score -1445438 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1445596.750000 Penalty: 4676.621582
	Iteration 19Q: 3 clusters Score -1445597 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1445732.250000 Penalty: 4676.621582
	Iteration 20F: 3 clusters Score -1445732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1445832.750000 Penalty: 4676.621582
	Iteration 21Q: 3 clusters Score -1445833 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1445916.375000 Penalty: 4676.621582
	Iteration 22Q: 3 clusters Score -1445916 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1445977.500000 Penalty: 4676.621582
	Iteration 23Q: 3 clusters Score -1445978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1446028.625000 Penalty: 4676.621582
	Iteration 24Q: 3 clusters Score -1446029 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1446075.625000 Penalty: 4676.621582
	Iteration 25Q: 3 clusters Score -1446076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1446113.375000 Penalty: 4676.621582
	Iteration 26Q: 3 clusters Score -1446113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1446141.625000 Penalty: 4676.621582
	Iteration 27Q: 3 clusters Score -1446142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1446167.500000 Penalty: 4676.621582
	Iteration 28Q: 3 clusters Score -1446168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1446182.875000 Penalty: 4676.621582
	Iteration 29Q: 3 clusters Score -1446183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1446195.500000 Penalty: 4676.621582
	Iteration 30Q: 3 clusters Score -1446196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1446197.500000 Penalty: 4676.621582
	Iteration 31Q: 3 clusters Score -1446198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1446198.000000 Penalty: 4676.621582
	Iteration 32Q: 3 clusters Score -1446198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1446202.250000 Penalty: 4676.621582
	Iteration 33Q: 3 clusters Score -1446202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1446207.000000 Penalty: 4676.621582
	Iteration 34Q: 3 clusters Score -1446207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1446210.625000 Penalty: 4676.621582
	Iteration 35Q: 3 clusters Score -1446211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1446211.000000 Penalty: 4676.621582
	Iteration 36Q: 3 clusters Score -1446211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1446214.625000 Penalty: 4676.621582
	Iteration 37Q: 3 clusters Score -1446215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1446214.000000 Penalty: 4676.621582
	Iteration 38Q: 3 clusters Score -1446214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1446214.000000 Penalty: 4676.621582
	Iteration 39F: 3 clusters Score -1446214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Entering Unmasked Estep 
Score: -1432404.000000 Penalty: 2340.157715
	Iteration 0F: 2 clusters Score -1432404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1423165.250000 Penalty: 4680.315430
	Iteration 0F: 3 clusters Score -1423165 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1426121.750000 Penalty: 4680.315430
	Iteration 1F: 3 clusters Score -1426122 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1426595.375000 Penalty: 4680.315430
	Iteration 2F: 3 clusters Score -1426595 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1427091.000000 Penalty: 4680.315430
	Iteration 3F: 3 clusters Score -1427091 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1427612.375000 Penalty: 4680.315430
	Iteration 4F: 3 clusters Score -1427612 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1428117.375000 Penalty: 4680.315430
	Iteration 5F: 3 clusters Score -1428117 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1428603.125000 Penalty: 4680.315430
	Iteration 6F: 3 clusters Score -1428603 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1429075.625000 Penalty: 4680.315430
	Iteration 7Q: 3 clusters Score -1429076 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1429478.000000 Penalty: 4680.315430
	Iteration 8Q: 3 clusters Score -1429478 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1429827.000000 Penalty: 4680.315430
	Iteration 9Q: 3 clusters Score -1429827 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1430056.250000 Penalty: 4680.315430
	Iteration 10Q: 3 clusters Score -1430056 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1430214.000000 Penalty: 4680.315430
	Iteration 11Q: 3 clusters Score -1430214 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1430338.875000 Penalty: 4680.315430
	Iteration 12Q: 3 clusters Score -1430339 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1430436.125000 Penalty: 4680.315430
	Iteration 13Q: 3 clusters Score -1430436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1430527.000000 Penalty: 4680.315430
	Iteration 14Q: 3 clusters Score -1430527 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1430620.250000 Penalty: 4680.315430
	Iteration 15Q: 3 clusters Score -1430620 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1430725.625000 Penalty: 4680.315430
	Iteration 16Q: 3 clusters Score -1430726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1430814.750000 Penalty: 4680.315430
	Iteration 17Q: 3 clusters Score -1430815 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1430924.375000 Penalty: 4680.315430
	Iteration 18Q: 3 clusters Score -1430924 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1431045.125000 Penalty: 4680.315430
	Iteration 19Q: 3 clusters Score -1431045 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1431146.750000 Penalty: 4680.315430
	Iteration 20F: 3 clusters Score -1431147 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1431201.625000 Penalty: 4680.315430
	Iteration 21Q: 3 clusters Score -1431202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1431225.625000 Penalty: 4680.315430
	Iteration 22Q: 3 clusters Score -1431226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1431243.625000 Penalty: 4680.315430
	Iteration 23Q: 3 clusters Score -1431244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1431257.375000 Penalty: 4680.315430
	Iteration 24Q: 3 clusters Score -1431257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1431263.750000 Penalty: 4680.315430
	Iteration 25Q: 3 clusters Score -1431264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1431267.500000 Penalty: 4680.315430
	Iteration 26Q: 3 clusters Score -1431268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1431269.875000 Penalty: 4680.315430
	Iteration 27Q: 3 clusters Score -1431270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1431271.500000 Penalty: 4680.315430
	Iteration 28Q: 3 clusters Score -1431272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1431276.375000 Penalty: 4680.315430
	Iteration 29Q: 3 clusters Score -1431276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1431274.250000 Penalty: 4680.315430
	Iteration 30Q: 3 clusters Score -1431274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1431276.125000 Penalty: 4680.315430
	Iteration 31Q: 3 clusters Score -1431276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1431278.375000 Penalty: 4680.315430
	Iteration 32Q: 3 clusters Score -1431278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1431279.250000 Penalty: 4680.315430
	Iteration 33Q: 3 clusters Score -1431279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1431277.625000 Penalty: 4680.315430
	Iteration 34Q: 3 clusters Score -1431278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1431280.375000 Penalty: 4680.315430
	Iteration 35Q: 3 clusters Score -1431280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1431280.375000 Penalty: 4680.315430
	Iteration 36F: 3 clusters Score -1431280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Entering Unmasked Estep 
Score: -1251225.000000 Penalty: 2302.699219
	Iteration 0F: 2 clusters Score -1251225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1243022.125000 Penalty: 4605.398438
	Iteration 0F: 3 clusters Score -1243022 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1245426.375000 Penalty: 4605.398438
	Iteration 1F: 3 clusters Score -1245426 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1245718.375000 Penalty: 4605.398438
	Iteration 2F: 3 clusters Score -1245718 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1245923.250000 Penalty: 4605.398438
	Iteration 3Q: 3 clusters Score -1245923 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1246098.625000 Penalty: 4605.398438
	Iteration 4Q: 3 clusters Score -1246099 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1246285.875000 Penalty: 4605.398438
	Iteration 5Q: 3 clusters Score -1246286 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1246484.875000 Penalty: 4605.398438
	Iteration 6Q: 3 clusters Score -1246485 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1246712.375000 Penalty: 4605.398438
	Iteration 7Q: 3 clusters Score -1246712 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1246978.250000 Penalty: 4605.398438
	Iteration 8Q: 3 clusters Score -1246978 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1247358.375000 Penalty: 4605.398438
	Iteration 9F: 3 clusters Score -1247358 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1247778.500000 Penalty: 4605.398438
	Iteration 10F: 3 clusters Score -1247778 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1248132.375000 Penalty: 4605.398438
	Iteration 11F: 3 clusters Score -1248132 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1248352.000000 Penalty: 4605.398438
	Iteration 12Q: 3 clusters Score -1248352 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1248509.250000 Penalty: 4605.398438
	Iteration 13Q: 3 clusters Score -1248509 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1248625.250000 Penalty: 4605.398438
	Iteration 14Q: 3 clusters Score -1248625 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1248716.000000 Penalty: 4605.398438
	Iteration 15Q: 3 clusters Score -1248716 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1248782.625000 Penalty: 4605.398438
	Iteration 16Q: 3 clusters Score -1248783 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1248840.375000 Penalty: 4605.398438
	Iteration 17Q: 3 clusters Score -1248840 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1248892.875000 Penalty: 4605.398438
	Iteration 18Q: 3 clusters Score -1248893 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1248926.000000 Penalty: 4605.398438
	Iteration 19Q: 3 clusters Score -1248926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1248949.750000 Penalty: 4605.398438
	Iteration 20F: 3 clusters Score -1248950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1248973.250000 Penalty: 4605.398438
	Iteration 21Q: 3 clusters Score -1248973 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1248999.625000 Penalty: 4605.398438
	Iteration 22Q: 3 clusters Score -1249000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1249019.750000 Penalty: 4605.398438
	Iteration 23Q: 3 clusters Score -1249020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1249032.250000 Penalty: 4605.398438
	Iteration 24Q: 3 clusters Score -1249032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1249044.375000 Penalty: 4605.398438
	Iteration 25Q: 3 clusters Score -1249044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1249060.500000 Penalty: 4605.398438
	Iteration 26Q: 3 clusters Score -1249060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1249078.625000 Penalty: 4605.398438
	Iteration 27Q: 3 clusters Score -1249079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1249089.625000 Penalty: 4605.398438
	Iteration 28Q: 3 clusters Score -1249090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1249103.625000 Penalty: 4605.398438
	Iteration 29Q: 3 clusters Score -1249104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1249113.875000 Penalty: 4605.398438
	Iteration 30Q: 3 clusters Score -1249114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1249124.625000 Penalty: 4605.398438
	Iteration 31Q: 3 clusters Score -1249125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1249132.375000 Penalty: 4605.398438
	Iteration 32Q: 3 clusters Score -1249132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1249142.375000 Penalty: 4605.398438
	Iteration 33Q: 3 clusters Score -1249142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1249150.625000 Penalty: 4605.398438
	Iteration 34Q: 3 clusters Score -1249151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1249155.625000 Penalty: 4605.398438
	Iteration 35Q: 3 clusters Score -1249156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1249162.250000 Penalty: 4605.398438
	Iteration 36Q: 3 clusters Score -1249162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1249168.625000 Penalty: 4605.398438
	Iteration 37Q: 3 clusters Score -1249169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1249175.000000 Penalty: 4605.398438
	Iteration 38Q: 3 clusters Score -1249175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1249184.500000 Penalty: 4605.398438
	Iteration 39Q: 3 clusters Score -1249184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1249192.000000 Penalty: 4605.398438
	Iteration 40F: 3 clusters Score -1249192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1249200.125000 Penalty: 4605.398438
	Iteration 41Q: 3 clusters Score -1249200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1249208.375000 Penalty: 4605.398438
	Iteration 42Q: 3 clusters Score -1249208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1249219.000000 Penalty: 4605.398438
	Iteration 43Q: 3 clusters Score -1249219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1249229.875000 Penalty: 4605.398438
	Iteration 44Q: 3 clusters Score -1249230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1249238.250000 Penalty: 4605.398438
	Iteration 45Q: 3 clusters Score -1249238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1249249.125000 Penalty: 4605.398438
	Iteration 46Q: 3 clusters Score -1249249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1249258.750000 Penalty: 4605.398438
	Iteration 47Q: 3 clusters Score -1249259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1249268.125000 Penalty: 4605.398438
	Iteration 48Q: 3 clusters Score -1249268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1249272.375000 Penalty: 4605.398438
	Iteration 49Q: 3 clusters Score -1249272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1249276.125000 Penalty: 4605.398438
	Iteration 50Q: 3 clusters Score -1249276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1249279.625000 Penalty: 4605.398438
	Iteration 51Q: 3 clusters Score -1249280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1249284.625000 Penalty: 4605.398438
	Iteration 52Q: 3 clusters Score -1249285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1249288.125000 Penalty: 4605.398438
	Iteration 53Q: 3 clusters Score -1249288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1249288.125000 Penalty: 4605.398438
	Iteration 54Q: 3 clusters Score -1249288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1249296.250000 Penalty: 4605.398438
	Iteration 55Q: 3 clusters Score -1249296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1249297.375000 Penalty: 4605.398438
	Iteration 56Q: 3 clusters Score -1249297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1249299.875000 Penalty: 4605.398438
	Iteration 57Q: 3 clusters Score -1249300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1249301.000000 Penalty: 4605.398438
	Iteration 58Q: 3 clusters Score -1249301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1249303.625000 Penalty: 4605.398438
	Iteration 59Q: 3 clusters Score -1249304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1249305.875000 Penalty: 4605.398438
	Iteration 60F: 3 clusters Score -1249306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1249304.875000 Penalty: 4605.398438
	Iteration 61Q: 3 clusters Score -1249305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1249304.875000 Penalty: 4605.398438
	Iteration 62F: 3 clusters Score -1249305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -464414.656250 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -464414.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -460492.187500 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -460492.2 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -461349.687500 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -461349.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -461567.750000 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -461567.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -461680.531250 Penalty: 4120.254883
	Iteration 3F: 3 clusters Score -461680.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -461744.593750 Penalty: 4120.254883
	Iteration 4Q: 3 clusters Score -461744.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -461798.875000 Penalty: 4120.254883
	Iteration 5Q: 3 clusters Score -461798.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -461844.406250 Penalty: 4120.254883
	Iteration 6Q: 3 clusters Score -461844.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -461881.687500 Penalty: 4120.254883
	Iteration 7Q: 3 clusters Score -461881.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -461923.093750 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -461923.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -461964.906250 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -461964.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -462006.937500 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -462006.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -462057.875000 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -462057.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -462100.687500 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -462100.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -462147.187500 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -462147.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -462191.875000 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -462191.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -462244.750000 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -462244.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -462282.687500 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -462282.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -462313.812500 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -462313.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -462349.312500 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -462349.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -462384.718750 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -462384.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -462424.906250 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -462424.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -462458.562500 Penalty: 4120.254883
	Iteration 21Q: 3 clusters Score -462458.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -462485.968750 Penalty: 4120.254883
	Iteration 22Q: 3 clusters Score -462486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -462512.750000 Penalty: 4120.254883
	Iteration 23Q: 3 clusters Score -462512.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -462537.218750 Penalty: 4120.254883
	Iteration 24Q: 3 clusters Score -462537.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -462557.500000 Penalty: 4120.254883
	Iteration 25Q: 3 clusters Score -462557.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -462578.468750 Penalty: 4120.254883
	Iteration 26Q: 3 clusters Score -462578.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -462606.312500 Penalty: 4120.254883
	Iteration 27Q: 3 clusters Score -462606.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -462627.843750 Penalty: 4120.254883
	Iteration 28Q: 3 clusters Score -462627.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -462650.375000 Penalty: 4120.254883
	Iteration 29Q: 3 clusters Score -462650.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -462672.187500 Penalty: 4120.254883
	Iteration 30Q: 3 clusters Score -462672.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -462690.812500 Penalty: 4120.254883
	Iteration 31Q: 3 clusters Score -462690.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -462710.093750 Penalty: 4120.254883
	Iteration 32Q: 3 clusters Score -462710.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -462727.437500 Penalty: 4120.254883
	Iteration 33Q: 3 clusters Score -462727.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -462741.937500 Penalty: 4120.254883
	Iteration 34Q: 3 clusters Score -462741.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -462754.625000 Penalty: 4120.254883
	Iteration 35Q: 3 clusters Score -462754.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -462767.500000 Penalty: 4120.254883
	Iteration 36Q: 3 clusters Score -462767.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -462776.593750 Penalty: 4120.254883
	Iteration 37Q: 3 clusters Score -462776.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -462784.593750 Penalty: 4120.254883
	Iteration 38Q: 3 clusters Score -462784.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -462790.656250 Penalty: 4120.254883
	Iteration 39Q: 3 clusters Score -462790.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -462800.093750 Penalty: 4120.254883
	Iteration 40F: 3 clusters Score -462800.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -462809.343750 Penalty: 4120.254883
	Iteration 41Q: 3 clusters Score -462809.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -462816.843750 Penalty: 4120.254883
	Iteration 42Q: 3 clusters Score -462816.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -462822.531250 Penalty: 4120.254883
	Iteration 43Q: 3 clusters Score -462822.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -462828.781250 Penalty: 4120.254883
	Iteration 44Q: 3 clusters Score -462828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -462832.531250 Penalty: 4120.254883
	Iteration 45Q: 3 clusters Score -462832.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -462834.562500 Penalty: 4120.254883
	Iteration 46Q: 3 clusters Score -462834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -462836.812500 Penalty: 4120.254883
	Iteration 47Q: 3 clusters Score -462836.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -462841.125000 Penalty: 4120.254883
	Iteration 48Q: 3 clusters Score -462841.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -462847.406250 Penalty: 4120.254883
	Iteration 49Q: 3 clusters Score -462847.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -462848.656250 Penalty: 4120.254883
	Iteration 50Q: 3 clusters Score -462848.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -462850.437500 Penalty: 4120.254883
	Iteration 51Q: 3 clusters Score -462850.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -462851.875000 Penalty: 4120.254883
	Iteration 52Q: 3 clusters Score -462851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -462852.312500 Penalty: 4120.254883
	Iteration 53Q: 3 clusters Score -462852.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -462852.843750 Penalty: 4120.254883
	Iteration 54Q: 3 clusters Score -462852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -462852.843750 Penalty: 4120.254883
	Iteration 55Q: 3 clusters Score -462852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -462852.812500 Penalty: 4120.254883
	Iteration 56Q: 3 clusters Score -462852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -462852.812500 Penalty: 4120.254883
	Iteration 57F: 3 clusters Score -462852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -57894.613281 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -57894.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56475.464844 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -56475.46 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56631.843750 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -56631.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -56703.550781 Penalty: 2994.783936
	Iteration 2Q: 3 clusters Score -56703.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56729.117188 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -56729.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -56747.582031 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -56747.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -56762.070312 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -56762.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -56762.070312 Penalty: 2994.783936
	Iteration 6F: 3 clusters Score -56762.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Entering Unmasked Estep 
Score: -1968796.125000 Penalty: 2413.974121
	Iteration 0F: 2 clusters Score -1968796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1956785.875000 Penalty: 4827.948242
	Iteration 0F: 3 clusters Score -1956786 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1960757.500000 Penalty: 4827.948242
	Iteration 1F: 3 clusters Score -1960758 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1961276.125000 Penalty: 4827.948242
	Iteration 2F: 3 clusters Score -1961276 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1961817.875000 Penalty: 4827.948242
	Iteration 3F: 3 clusters Score -1961818 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1962395.125000 Penalty: 4827.948242
	Iteration 4F: 3 clusters Score -1962395 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1963080.000000 Penalty: 4827.948242
	Iteration 5F: 3 clusters Score -1963080 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1963902.125000 Penalty: 4827.948242
	Iteration 6F: 3 clusters Score -1963902 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1964751.625000 Penalty: 4827.948242
	Iteration 7F: 3 clusters Score -1964752 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1965432.875000 Penalty: 4827.948242
	Iteration 8F: 3 clusters Score -1965433 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1965906.250000 Penalty: 4827.948242
	Iteration 9Q: 3 clusters Score -1965906 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1966198.375000 Penalty: 4827.948242
	Iteration 10Q: 3 clusters Score -1966198 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1966392.125000 Penalty: 4827.948242
	Iteration 11Q: 3 clusters Score -1966392 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1966519.750000 Penalty: 4827.948242
	Iteration 12Q: 3 clusters Score -1966520 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1966636.375000 Penalty: 4827.948242
	Iteration 13Q: 3 clusters Score -1966636 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1966748.500000 Penalty: 4827.948242
	Iteration 14Q: 3 clusters Score -1966748 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1966853.875000 Penalty: 4827.948242
	Iteration 15Q: 3 clusters Score -1966854 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1966937.625000 Penalty: 4827.948242
	Iteration 16Q: 3 clusters Score -1966938 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1966993.625000 Penalty: 4827.948242
	Iteration 17Q: 3 clusters Score -1966994 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1967027.875000 Penalty: 4827.948242
	Iteration 18Q: 3 clusters Score -1967028 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1967055.375000 Penalty: 4827.948242
	Iteration 19Q: 3 clusters Score -1967055 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1967087.125000 Penalty: 4827.948242
	Iteration 20F: 3 clusters Score -1967087 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1967110.250000 Penalty: 4827.948242
	Iteration 21Q: 3 clusters Score -1967110 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1967136.250000 Penalty: 4827.948242
	Iteration 22Q: 3 clusters Score -1967136 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1967156.750000 Penalty: 4827.948242
	Iteration 23Q: 3 clusters Score -1967157 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1967186.625000 Penalty: 4827.948242
	Iteration 24Q: 3 clusters Score -1967187 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1967206.375000 Penalty: 4827.948242
	Iteration 25Q: 3 clusters Score -1967206 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1967224.750000 Penalty: 4827.948242
	Iteration 26Q: 3 clusters Score -1967225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1967247.125000 Penalty: 4827.948242
	Iteration 27Q: 3 clusters Score -1967247 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1967266.375000 Penalty: 4827.948242
	Iteration 28Q: 3 clusters Score -1967266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1967288.750000 Penalty: 4827.948242
	Iteration 29Q: 3 clusters Score -1967289 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1967314.250000 Penalty: 4827.948242
	Iteration 30Q: 3 clusters Score -1967314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1967333.875000 Penalty: 4827.948242
	Iteration 31Q: 3 clusters Score -1967334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1967359.750000 Penalty: 4827.948242
	Iteration 32Q: 3 clusters Score -1967360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1967374.750000 Penalty: 4827.948242
	Iteration 33Q: 3 clusters Score -1967375 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1967404.250000 Penalty: 4827.948242
	Iteration 34Q: 3 clusters Score -1967404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1967435.125000 Penalty: 4827.948242
	Iteration 35Q: 3 clusters Score -1967435 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1967455.875000 Penalty: 4827.948242
	Iteration 36Q: 3 clusters Score -1967456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1967468.125000 Penalty: 4827.948242
	Iteration 37Q: 3 clusters Score -1967468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1967480.375000 Penalty: 4827.948242
	Iteration 38Q: 3 clusters Score -1967480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1967486.500000 Penalty: 4827.948242
	Iteration 39Q: 3 clusters Score -1967486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1967492.125000 Penalty: 4827.948242
	Iteration 40F: 3 clusters Score -1967492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1967502.250000 Penalty: 4827.948242
	Iteration 41Q: 3 clusters Score -1967502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1967505.625000 Penalty: 4827.948242
	Iteration 42Q: 3 clusters Score -1967506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1967509.750000 Penalty: 4827.948242
	Iteration 43Q: 3 clusters Score -1967510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1967512.875000 Penalty: 4827.948242
	Iteration 44Q: 3 clusters Score -1967513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1967515.750000 Penalty: 4827.948242
	Iteration 45Q: 3 clusters Score -1967516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1967520.750000 Penalty: 4827.948242
	Iteration 46Q: 3 clusters Score -1967521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1967522.250000 Penalty: 4827.948242
	Iteration 47Q: 3 clusters Score -1967522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1967534.000000 Penalty: 4827.948242
	Iteration 48Q: 3 clusters Score -1967534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1967533.125000 Penalty: 4827.948242
	Iteration 49Q: 3 clusters Score -1967533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1967537.250000 Penalty: 4827.948242
	Iteration 50Q: 3 clusters Score -1967537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1967537.000000 Penalty: 4827.948242
	Iteration 51Q: 3 clusters Score -1967537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1967542.625000 Penalty: 4827.948242
	Iteration 52Q: 3 clusters Score -1967543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1967542.500000 Penalty: 4827.948242
	Iteration 53Q: 3 clusters Score -1967542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1967544.750000 Penalty: 4827.948242
	Iteration 54Q: 3 clusters Score -1967545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1967548.625000 Penalty: 4827.948242
	Iteration 55Q: 3 clusters Score -1967549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1967548.000000 Penalty: 4827.948242
	Iteration 56Q: 3 clusters Score -1967548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1967544.000000 Penalty: 4827.948242
	Iteration 57Q: 3 clusters Score -1967544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1967544.625000 Penalty: 4827.948242
	Iteration 58Q: 3 clusters Score -1967545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1967542.750000 Penalty: 4827.948242
	Iteration 59Q: 3 clusters Score -1967543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1967542.625000 Penalty: 4827.948242
	Iteration 60F: 3 clusters Score -1967543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1967542.250000 Penalty: 4827.948242
	Iteration 61Q: 3 clusters Score -1967542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1967538.250000 Penalty: 4827.948242
	Iteration 62Q: 3 clusters Score -1967538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1967542.500000 Penalty: 4827.948242
	Iteration 63Q: 3 clusters Score -1967542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1967543.375000 Penalty: 4827.948242
	Iteration 64Q: 3 clusters Score -1967543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1967543.375000 Penalty: 4827.948242
	Iteration 65Q: 3 clusters Score -1967543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1967545.625000 Penalty: 4827.948242
	Iteration 66Q: 3 clusters Score -1967546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1967551.125000 Penalty: 4827.948242
	Iteration 67Q: 3 clusters Score -1967551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1967549.000000 Penalty: 4827.948242
	Iteration 68Q: 3 clusters Score -1967549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1967549.750000 Penalty: 4827.948242
	Iteration 69Q: 3 clusters Score -1967550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1967550.625000 Penalty: 4827.948242
	Iteration 70Q: 3 clusters Score -1967551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1967551.750000 Penalty: 4827.948242
	Iteration 71Q: 3 clusters Score -1967552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1967548.875000 Penalty: 4827.948242
	Iteration 72Q: 3 clusters Score -1967549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1967551.000000 Penalty: 4827.948242
	Iteration 73Q: 3 clusters Score -1967551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1967554.750000 Penalty: 4827.948242
	Iteration 74Q: 3 clusters Score -1967555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1967558.250000 Penalty: 4827.948242
	Iteration 75Q: 3 clusters Score -1967558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1967559.625000 Penalty: 4827.948242
	Iteration 76Q: 3 clusters Score -1967560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1967560.375000 Penalty: 4827.948242
	Iteration 77Q: 3 clusters Score -1967560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1967555.750000 Penalty: 4827.948242
	Iteration 78Q: 3 clusters Score -1967556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1967564.250000 Penalty: 4827.948242
	Iteration 79Q: 3 clusters Score -1967564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1967559.625000 Penalty: 4827.948242
	Iteration 80F: 3 clusters Score -1967560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1967559.250000 Penalty: 4827.948242
	Iteration 81Q: 3 clusters Score -1967559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1967559.875000 Penalty: 4827.948242
	Iteration 82Q: 3 clusters Score -1967560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1967557.500000 Penalty: 4827.948242
	Iteration 83Q: 3 clusters Score -1967558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1967557.125000 Penalty: 4827.948242
	Iteration 84Q: 3 clusters Score -1967557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1967556.750000 Penalty: 4827.948242
	Iteration 85Q: 3 clusters Score -1967557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1967557.375000 Penalty: 4827.948242
	Iteration 86Q: 3 clusters Score -1967557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1967557.500000 Penalty: 4827.948242
	Iteration 87Q: 3 clusters Score -1967558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1967558.875000 Penalty: 4827.948242
	Iteration 88Q: 3 clusters Score -1967559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1967558.000000 Penalty: 4827.948242
	Iteration 89Q: 3 clusters Score -1967558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1967561.000000 Penalty: 4827.948242
	Iteration 90Q: 3 clusters Score -1967561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1967561.000000 Penalty: 4827.948242
	Iteration 91F: 3 clusters Score -1967561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (23296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Entering Unmasked Estep 
Score: -2679521.000000 Penalty: 2493.897217
	Iteration 0F: 2 clusters Score -2679521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2663478.000000 Penalty: 4987.794434
	Iteration 0F: 3 clusters Score -2663478 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2668981.000000 Penalty: 4987.794434
	Iteration 1F: 3 clusters Score -2668981 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2669497.750000 Penalty: 4987.794434
	Iteration 2F: 3 clusters Score -2669498 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2669940.750000 Penalty: 4987.794434
	Iteration 3Q: 3 clusters Score -2669941 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2670337.500000 Penalty: 4987.794434
	Iteration 4Q: 3 clusters Score -2670338 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2670763.750000 Penalty: 4987.794434
	Iteration 5Q: 3 clusters Score -2670764 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2671246.250000 Penalty: 4987.794434
	Iteration 6Q: 3 clusters Score -2671246 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2671806.250000 Penalty: 4987.794434
	Iteration 7Q: 3 clusters Score -2671806 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2672503.500000 Penalty: 4987.794434
	Iteration 8Q: 3 clusters Score -2672504 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2673313.500000 Penalty: 4987.794434
	Iteration 9Q: 3 clusters Score -2673314 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2674231.000000 Penalty: 4987.794434
	Iteration 10F: 3 clusters Score -2674231 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2675065.250000 Penalty: 4987.794434
	Iteration 11Q: 3 clusters Score -2675065 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2675741.250000 Penalty: 4987.794434
	Iteration 12Q: 3 clusters Score -2675741 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2676266.000000 Penalty: 4987.794434
	Iteration 13Q: 3 clusters Score -2676266 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2676640.250000 Penalty: 4987.794434
	Iteration 14Q: 3 clusters Score -2676640 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2676924.000000 Penalty: 4987.794434
	Iteration 15Q: 3 clusters Score -2676924 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2677159.500000 Penalty: 4987.794434
	Iteration 16Q: 3 clusters Score -2677160 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2677345.250000 Penalty: 4987.794434
	Iteration 17Q: 3 clusters Score -2677345 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2677496.000000 Penalty: 4987.794434
	Iteration 18Q: 3 clusters Score -2677496 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2677678.000000 Penalty: 4987.794434
	Iteration 19Q: 3 clusters Score -2677678 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2677812.750000 Penalty: 4987.794434
	Iteration 20F: 3 clusters Score -2677813 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2677894.750000 Penalty: 4987.794434
	Iteration 21Q: 3 clusters Score -2677895 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2677950.250000 Penalty: 4987.794434
	Iteration 22Q: 3 clusters Score -2677950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2677991.000000 Penalty: 4987.794434
	Iteration 23Q: 3 clusters Score -2677991 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2678016.250000 Penalty: 4987.794434
	Iteration 24Q: 3 clusters Score -2678016 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2678043.250000 Penalty: 4987.794434
	Iteration 25Q: 3 clusters Score -2678043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2678063.250000 Penalty: 4987.794434
	Iteration 26Q: 3 clusters Score -2678063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -2678074.000000 Penalty: 4987.794434
	Iteration 27Q: 3 clusters Score -2678074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2678090.250000 Penalty: 4987.794434
	Iteration 28Q: 3 clusters Score -2678090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2678103.750000 Penalty: 4987.794434
	Iteration 29Q: 3 clusters Score -2678104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2678117.250000 Penalty: 4987.794434
	Iteration 30Q: 3 clusters Score -2678117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2678130.000000 Penalty: 4987.794434
	Iteration 31Q: 3 clusters Score -2678130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2678137.250000 Penalty: 4987.794434
	Iteration 32Q: 3 clusters Score -2678137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2678148.000000 Penalty: 4987.794434
	Iteration 33Q: 3 clusters Score -2678148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2678156.250000 Penalty: 4987.794434
	Iteration 34Q: 3 clusters Score -2678156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2678165.250000 Penalty: 4987.794434
	Iteration 35Q: 3 clusters Score -2678165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2678172.000000 Penalty: 4987.794434
	Iteration 36Q: 3 clusters Score -2678172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2678171.750000 Penalty: 4987.794434
	Iteration 37Q: 3 clusters Score -2678172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2678181.250000 Penalty: 4987.794434
	Iteration 38Q: 3 clusters Score -2678181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2678188.250000 Penalty: 4987.794434
	Iteration 39Q: 3 clusters Score -2678188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2678194.250000 Penalty: 4987.794434
	Iteration 40F: 3 clusters Score -2678194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2678202.500000 Penalty: 4987.794434
	Iteration 41Q: 3 clusters Score -2678202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2678207.000000 Penalty: 4987.794434
	Iteration 42Q: 3 clusters Score -2678207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2678210.750000 Penalty: 4987.794434
	Iteration 43Q: 3 clusters Score -2678211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2678210.500000 Penalty: 4987.794434
	Iteration 44Q: 3 clusters Score -2678210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2678215.000000 Penalty: 4987.794434
	Iteration 45Q: 3 clusters Score -2678215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2678212.750000 Penalty: 4987.794434
	Iteration 46Q: 3 clusters Score -2678213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2678212.500000 Penalty: 4987.794434
	Iteration 47Q: 3 clusters Score -2678212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2678216.250000 Penalty: 4987.794434
	Iteration 48Q: 3 clusters Score -2678216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2678219.000000 Penalty: 4987.794434
	Iteration 49Q: 3 clusters Score -2678219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2678219.000000 Penalty: 4987.794434
	Iteration 50F: 3 clusters Score -2678219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -291436.687500 Penalty: 1890.663208
	Iteration 0F: 2 clusters Score -291436.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -288829.125000 Penalty: 3781.326416
	Iteration 0F: 3 clusters Score -288829.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -289514.781250 Penalty: 3781.326416
	Iteration 1F: 3 clusters Score -289514.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -289998.937500 Penalty: 3781.326416
	Iteration 2F: 3 clusters Score -289998.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -290535.468750 Penalty: 3781.326416
	Iteration 3F: 3 clusters Score -290535.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -290893.625000 Penalty: 3781.326416
	Iteration 4F: 3 clusters Score -290893.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -291027.125000 Penalty: 3781.326416
	Iteration 5Q: 3 clusters Score -291027.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -291115.843750 Penalty: 3781.326416
	Iteration 6Q: 3 clusters Score -291115.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -291180.687500 Penalty: 3781.326416
	Iteration 7Q: 3 clusters Score -291180.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -291221.031250 Penalty: 3781.326416
	Iteration 8Q: 3 clusters Score -291221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -291251.843750 Penalty: 3781.326416
	Iteration 9Q: 3 clusters Score -291251.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -291287.468750 Penalty: 3781.326416
	Iteration 10Q: 3 clusters Score -291287.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -291347.750000 Penalty: 3781.326416
	Iteration 11Q: 3 clusters Score -291347.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -291375.718750 Penalty: 3781.326416
	Iteration 12Q: 3 clusters Score -291375.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -291395.062500 Penalty: 3781.326416
	Iteration 13Q: 3 clusters Score -291395.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -291403.250000 Penalty: 3781.326416
	Iteration 14Q: 3 clusters Score -291403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -291407.718750 Penalty: 3781.326416
	Iteration 15Q: 3 clusters Score -291407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -291412.875000 Penalty: 3781.326416
	Iteration 16Q: 3 clusters Score -291412.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -291418.281250 Penalty: 3781.326416
	Iteration 17Q: 3 clusters Score -291418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -291420.531250 Penalty: 3781.326416
	Iteration 18Q: 3 clusters Score -291420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -291422.625000 Penalty: 3781.326416
	Iteration 19Q: 3 clusters Score -291422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -291438.875000 Penalty: 3781.326416
	Iteration 20F: 3 clusters Score -291438.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -291583.906250 Penalty: 3781.326416
	Iteration 21Q: 3 clusters Score -291583.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -291753.468750 Penalty: 3781.326416
	Iteration 22Q: 3 clusters Score -291753.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -291784.406250 Penalty: 3781.326416
	Iteration 23Q: 3 clusters Score -291784.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -291820.312500 Penalty: 3781.326416
	Iteration 24Q: 3 clusters Score -291820.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -291881.187500 Penalty: 3781.326416
	Iteration 25Q: 3 clusters Score -291881.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -291947.156250 Penalty: 3781.326416
	Iteration 26Q: 3 clusters Score -291947.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -292012.593750 Penalty: 3781.326416
	Iteration 27Q: 3 clusters Score -292012.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -292072.781250 Penalty: 3781.326416
	Iteration 28Q: 3 clusters Score -292072.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -292114.906250 Penalty: 3781.326416
	Iteration 29Q: 3 clusters Score -292114.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -292145.093750 Penalty: 3781.326416
	Iteration 30Q: 3 clusters Score -292145.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -292174.312500 Penalty: 3781.326416
	Iteration 31Q: 3 clusters Score -292174.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -292216.156250 Penalty: 3781.326416
	Iteration 32Q: 3 clusters Score -292216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -292246.968750 Penalty: 3781.326416
	Iteration 33Q: 3 clusters Score -292247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -292274.125000 Penalty: 3781.326416
	Iteration 34Q: 3 clusters Score -292274.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -292296.906250 Penalty: 3781.326416
	Iteration 35Q: 3 clusters Score -292296.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -292312.531250 Penalty: 3781.326416
	Iteration 36Q: 3 clusters Score -292312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -292323.218750 Penalty: 3781.326416
	Iteration 37Q: 3 clusters Score -292323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -292328.718750 Penalty: 3781.326416
	Iteration 38Q: 3 clusters Score -292328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -292329.468750 Penalty: 3781.326416
	Iteration 39Q: 3 clusters Score -292329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -292330.562500 Penalty: 3781.326416
	Iteration 40F: 3 clusters Score -292330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -292333.000000 Penalty: 3781.326416
	Iteration 41Q: 3 clusters Score -292333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -292335.093750 Penalty: 3781.326416
	Iteration 42Q: 3 clusters Score -292335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -292335.437500 Penalty: 3781.326416
	Iteration 43Q: 3 clusters Score -292335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -292335.437500 Penalty: 3781.326416
	Iteration 44F: 3 clusters Score -292335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 790 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 30970 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 1256 members 
Entering Unmasked Estep 
Score: -133763440.000000 Penalty: 228816.234375
Splitting cluster 43 changes total score from -133763384.000000 to -133763440.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 44 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -70295.578125 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -70295.58 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 257 members 
Entering Unmasked Estep 
Score: -68831.796875 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -68831.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69215.476562 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -69215.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69399.007812 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -69399.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69469.710938 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -69469.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69525.195312 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -69525.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69577.789062 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -69577.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69682.773438 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -69682.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69723.953125 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -69723.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69738.710938 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -69738.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69745.171875 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -69745.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69750.796875 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -69750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69759.437500 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -69759.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69763.492188 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -69763.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69770.476562 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -69770.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69774.085938 Penalty: 3125.189941
	Iteration 14Q: 3 clusters Score -69774.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69778.515625 Penalty: 3125.189941
	Iteration 15Q: 3 clusters Score -69778.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69781.359375 Penalty: 3125.189941
	Iteration 16Q: 3 clusters Score -69781.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69782.984375 Penalty: 3125.189941
	Iteration 17Q: 3 clusters Score -69782.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69783.976562 Penalty: 3125.189941
	Iteration 18Q: 3 clusters Score -69783.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69783.976562 Penalty: 3125.189941
	Iteration 19F: 3 clusters Score -69783.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -128288.257812 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -128288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126519.406250 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -126519.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -127275.343750 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -127275.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -127546.007812 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -127546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127710.929688 Penalty: 3404.446533
	Iteration 3F: 3 clusters Score -127710.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -127816.546875 Penalty: 3404.446533
	Iteration 4Q: 3 clusters Score -127816.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -127854.601562 Penalty: 3404.446533
	Iteration 5Q: 3 clusters Score -127854.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127888.289062 Penalty: 3404.446533
	Iteration 6Q: 3 clusters Score -127888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127914.781250 Penalty: 3404.446533
	Iteration 7Q: 3 clusters Score -127914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127920.359375 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -127920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127922.117188 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -127922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127925.625000 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -127925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127926.304688 Penalty: 3404.446533
	Iteration 11Q: 3 clusters Score -127926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127926.304688 Penalty: 3404.446533
	Iteration 12F: 3 clusters Score -127926.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Entering Unmasked Estep 
Score: -747544.687500 Penalty: 2167.484375
	Iteration 0F: 2 clusters Score -747544.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -742217.562500 Penalty: 4334.968750
	Iteration 0F: 3 clusters Score -742217.6 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -743496.875000 Penalty: 4334.968750
	Iteration 1F: 3 clusters Score -743496.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -743701.000000 Penalty: 4334.968750
	Iteration 2F: 3 clusters Score -743701 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -743827.062500 Penalty: 4334.968750
	Iteration 3Q: 3 clusters Score -743827.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -743912.937500 Penalty: 4334.968750
	Iteration 4Q: 3 clusters Score -743912.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -743982.125000 Penalty: 4334.968750
	Iteration 5Q: 3 clusters Score -743982.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -744047.375000 Penalty: 4334.968750
	Iteration 6Q: 3 clusters Score -744047.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -744111.187500 Penalty: 4334.968750
	Iteration 7Q: 3 clusters Score -744111.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -744166.562500 Penalty: 4334.968750
	Iteration 8Q: 3 clusters Score -744166.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -744212.125000 Penalty: 4334.968750
	Iteration 9Q: 3 clusters Score -744212.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -744257.500000 Penalty: 4334.968750
	Iteration 10Q: 3 clusters Score -744257.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -744308.000000 Penalty: 4334.968750
	Iteration 11Q: 3 clusters Score -744308 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -744365.187500 Penalty: 4334.968750
	Iteration 12Q: 3 clusters Score -744365.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -744412.312500 Penalty: 4334.968750
	Iteration 13Q: 3 clusters Score -744412.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -744455.375000 Penalty: 4334.968750
	Iteration 14Q: 3 clusters Score -744455.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -744498.750000 Penalty: 4334.968750
	Iteration 15Q: 3 clusters Score -744498.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -744536.500000 Penalty: 4334.968750
	Iteration 16Q: 3 clusters Score -744536.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -744575.250000 Penalty: 4334.968750
	Iteration 17Q: 3 clusters Score -744575.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -744603.937500 Penalty: 4334.968750
	Iteration 18Q: 3 clusters Score -744603.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -744633.312500 Penalty: 4334.968750
	Iteration 19Q: 3 clusters Score -744633.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -744655.687500 Penalty: 4334.968750
	Iteration 20F: 3 clusters Score -744655.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -744676.375000 Penalty: 4334.968750
	Iteration 21Q: 3 clusters Score -744676.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -744696.812500 Penalty: 4334.968750
	Iteration 22Q: 3 clusters Score -744696.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -744713.312500 Penalty: 4334.968750
	Iteration 23Q: 3 clusters Score -744713.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -744728.000000 Penalty: 4334.968750
	Iteration 24Q: 3 clusters Score -744728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -744739.562500 Penalty: 4334.968750
	Iteration 25Q: 3 clusters Score -744739.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -744756.625000 Penalty: 4334.968750
	Iteration 26Q: 3 clusters Score -744756.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -744775.500000 Penalty: 4334.968750
	Iteration 27Q: 3 clusters Score -744775.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -744791.437500 Penalty: 4334.968750
	Iteration 28Q: 3 clusters Score -744791.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -744806.562500 Penalty: 4334.968750
	Iteration 29Q: 3 clusters Score -744806.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -744819.000000 Penalty: 4334.968750
	Iteration 30Q: 3 clusters Score -744819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -744828.250000 Penalty: 4334.968750
	Iteration 31Q: 3 clusters Score -744828.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -744834.187500 Penalty: 4334.968750
	Iteration 32Q: 3 clusters Score -744834.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -744840.562500 Penalty: 4334.968750
	Iteration 33Q: 3 clusters Score -744840.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -744845.000000 Penalty: 4334.968750
	Iteration 34Q: 3 clusters Score -744845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -744851.437500 Penalty: 4334.968750
	Iteration 35Q: 3 clusters Score -744851.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -744858.687500 Penalty: 4334.968750
	Iteration 36Q: 3 clusters Score -744858.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -744866.250000 Penalty: 4334.968750
	Iteration 37Q: 3 clusters Score -744866.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -744872.187500 Penalty: 4334.968750
	Iteration 38Q: 3 clusters Score -744872.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -744877.437500 Penalty: 4334.968750
	Iteration 39Q: 3 clusters Score -744877.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -744881.312500 Penalty: 4334.968750
	Iteration 40F: 3 clusters Score -744881.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -744885.000000 Penalty: 4334.968750
	Iteration 41Q: 3 clusters Score -744885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -744887.500000 Penalty: 4334.968750
	Iteration 42Q: 3 clusters Score -744887.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -744891.812500 Penalty: 4334.968750
	Iteration 43Q: 3 clusters Score -744891.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -744895.750000 Penalty: 4334.968750
	Iteration 44Q: 3 clusters Score -744895.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -744896.812500 Penalty: 4334.968750
	Iteration 45Q: 3 clusters Score -744896.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -744903.937500 Penalty: 4334.968750
	Iteration 46Q: 3 clusters Score -744903.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -744911.500000 Penalty: 4334.968750
	Iteration 47Q: 3 clusters Score -744911.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -744916.187500 Penalty: 4334.968750
	Iteration 48Q: 3 clusters Score -744916.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -744920.812500 Penalty: 4334.968750
	Iteration 49Q: 3 clusters Score -744920.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -744925.125000 Penalty: 4334.968750
	Iteration 50Q: 3 clusters Score -744925.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -744929.625000 Penalty: 4334.968750
	Iteration 51Q: 3 clusters Score -744929.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -744936.250000 Penalty: 4334.968750
	Iteration 52Q: 3 clusters Score -744936.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -744940.125000 Penalty: 4334.968750
	Iteration 53Q: 3 clusters Score -744940.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -744945.062500 Penalty: 4334.968750
	Iteration 54Q: 3 clusters Score -744945.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -744949.750000 Penalty: 4334.968750
	Iteration 55Q: 3 clusters Score -744949.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -744956.812500 Penalty: 4334.968750
	Iteration 56Q: 3 clusters Score -744956.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -744958.437500 Penalty: 4334.968750
	Iteration 57Q: 3 clusters Score -744958.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -744963.250000 Penalty: 4334.968750
	Iteration 58Q: 3 clusters Score -744963.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -744965.375000 Penalty: 4334.968750
	Iteration 59Q: 3 clusters Score -744965.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -744970.625000 Penalty: 4334.968750
	Iteration 60F: 3 clusters Score -744970.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -744973.812500 Penalty: 4334.968750
	Iteration 61Q: 3 clusters Score -744973.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -744977.687500 Penalty: 4334.968750
	Iteration 62Q: 3 clusters Score -744977.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -744979.687500 Penalty: 4334.968750
	Iteration 63Q: 3 clusters Score -744979.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -744981.750000 Penalty: 4334.968750
	Iteration 64Q: 3 clusters Score -744981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -744981.937500 Penalty: 4334.968750
	Iteration 65Q: 3 clusters Score -744981.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -744983.312500 Penalty: 4334.968750
	Iteration 66Q: 3 clusters Score -744983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -744984.875000 Penalty: 4334.968750
	Iteration 67Q: 3 clusters Score -744984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -744984.375000 Penalty: 4334.968750
	Iteration 68Q: 3 clusters Score -744984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -744988.375000 Penalty: 4334.968750
	Iteration 69Q: 3 clusters Score -744988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -744986.312500 Penalty: 4334.968750
	Iteration 70Q: 3 clusters Score -744986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -744988.000000 Penalty: 4334.968750
	Iteration 71Q: 3 clusters Score -744988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -744987.937500 Penalty: 4334.968750
	Iteration 72Q: 3 clusters Score -744987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -744988.062500 Penalty: 4334.968750
	Iteration 73Q: 3 clusters Score -744988.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -744988.062500 Penalty: 4334.968750
	Iteration 74F: 3 clusters Score -744988.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (17195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Entering Unmasked Estep 
Score: -1812316.500000 Penalty: 2418.588623
	Iteration 0F: 2 clusters Score -1812316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1800049.625000 Penalty: 4837.177246
	Iteration 0F: 3 clusters Score -1800050 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1804258.000000 Penalty: 4837.177246
	Iteration 1F: 3 clusters Score -1804258 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1804791.000000 Penalty: 4837.177246
	Iteration 2F: 3 clusters Score -1804791 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1805261.250000 Penalty: 4837.177246
	Iteration 3F: 3 clusters Score -1805261 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1805696.750000 Penalty: 4837.177246
	Iteration 4F: 3 clusters Score -1805697 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1806096.250000 Penalty: 4837.177246
	Iteration 5Q: 3 clusters Score -1806096 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1806464.875000 Penalty: 4837.177246
	Iteration 6Q: 3 clusters Score -1806465 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1806896.500000 Penalty: 4837.177246
	Iteration 7Q: 3 clusters Score -1806896 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1807351.250000 Penalty: 4837.177246
	Iteration 8Q: 3 clusters Score -1807351 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1807773.375000 Penalty: 4837.177246
	Iteration 9Q: 3 clusters Score -1807773 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1808148.625000 Penalty: 4837.177246
	Iteration 10Q: 3 clusters Score -1808149 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1808512.250000 Penalty: 4837.177246
	Iteration 11Q: 3 clusters Score -1808512 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1808850.000000 Penalty: 4837.177246
	Iteration 12Q: 3 clusters Score -1808850 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1809148.500000 Penalty: 4837.177246
	Iteration 13Q: 3 clusters Score -1809148 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1809414.375000 Penalty: 4837.177246
	Iteration 14Q: 3 clusters Score -1809414 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1809641.875000 Penalty: 4837.177246
	Iteration 15Q: 3 clusters Score -1809642 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1809832.375000 Penalty: 4837.177246
	Iteration 16Q: 3 clusters Score -1809832 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1810003.500000 Penalty: 4837.177246
	Iteration 17Q: 3 clusters Score -1810004 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1810183.125000 Penalty: 4837.177246
	Iteration 18Q: 3 clusters Score -1810183 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1810349.750000 Penalty: 4837.177246
	Iteration 19Q: 3 clusters Score -1810350 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1810504.625000 Penalty: 4837.177246
	Iteration 20F: 3 clusters Score -1810505 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1810627.875000 Penalty: 4837.177246
	Iteration 21Q: 3 clusters Score -1810628 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1810715.000000 Penalty: 4837.177246
	Iteration 22Q: 3 clusters Score -1810715 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1810775.875000 Penalty: 4837.177246
	Iteration 23Q: 3 clusters Score -1810776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1810839.125000 Penalty: 4837.177246
	Iteration 24Q: 3 clusters Score -1810839 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1810886.500000 Penalty: 4837.177246
	Iteration 25Q: 3 clusters Score -1810886 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1810935.750000 Penalty: 4837.177246
	Iteration 26Q: 3 clusters Score -1810936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1810969.375000 Penalty: 4837.177246
	Iteration 27Q: 3 clusters Score -1810969 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1811009.625000 Penalty: 4837.177246
	Iteration 28Q: 3 clusters Score -1811010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1811029.625000 Penalty: 4837.177246
	Iteration 29Q: 3 clusters Score -1811030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1811041.125000 Penalty: 4837.177246
	Iteration 30Q: 3 clusters Score -1811041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1811046.375000 Penalty: 4837.177246
	Iteration 31Q: 3 clusters Score -1811046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1811065.000000 Penalty: 4837.177246
	Iteration 32Q: 3 clusters Score -1811065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1811071.500000 Penalty: 4837.177246
	Iteration 33Q: 3 clusters Score -1811072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1811079.375000 Penalty: 4837.177246
	Iteration 34Q: 3 clusters Score -1811079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1811084.500000 Penalty: 4837.177246
	Iteration 35Q: 3 clusters Score -1811084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1811099.625000 Penalty: 4837.177246
	Iteration 36Q: 3 clusters Score -1811100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1811101.250000 Penalty: 4837.177246
	Iteration 37Q: 3 clusters Score -1811101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1811109.875000 Penalty: 4837.177246
	Iteration 38Q: 3 clusters Score -1811110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1811122.125000 Penalty: 4837.177246
	Iteration 39Q: 3 clusters Score -1811122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1811130.250000 Penalty: 4837.177246
	Iteration 40F: 3 clusters Score -1811130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1811135.000000 Penalty: 4837.177246
	Iteration 41Q: 3 clusters Score -1811135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1811141.375000 Penalty: 4837.177246
	Iteration 42Q: 3 clusters Score -1811141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1811141.875000 Penalty: 4837.177246
	Iteration 43Q: 3 clusters Score -1811142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1811147.875000 Penalty: 4837.177246
	Iteration 44Q: 3 clusters Score -1811148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1811150.750000 Penalty: 4837.177246
	Iteration 45Q: 3 clusters Score -1811151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1811160.500000 Penalty: 4837.177246
	Iteration 46Q: 3 clusters Score -1811160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1811158.375000 Penalty: 4837.177246
	Iteration 47Q: 3 clusters Score -1811158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1811162.750000 Penalty: 4837.177246
	Iteration 48Q: 3 clusters Score -1811163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1811163.750000 Penalty: 4837.177246
	Iteration 49Q: 3 clusters Score -1811164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1811165.500000 Penalty: 4837.177246
	Iteration 50Q: 3 clusters Score -1811166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1811164.125000 Penalty: 4837.177246
	Iteration 51Q: 3 clusters Score -1811164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1811170.250000 Penalty: 4837.177246
	Iteration 52Q: 3 clusters Score -1811170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1811168.000000 Penalty: 4837.177246
	Iteration 53Q: 3 clusters Score -1811168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1811171.250000 Penalty: 4837.177246
	Iteration 54Q: 3 clusters Score -1811171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1811169.500000 Penalty: 4837.177246
	Iteration 55Q: 3 clusters Score -1811170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1811172.750000 Penalty: 4837.177246
	Iteration 56Q: 3 clusters Score -1811173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1811173.500000 Penalty: 4837.177246
	Iteration 57Q: 3 clusters Score -1811174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1811171.625000 Penalty: 4837.177246
	Iteration 58Q: 3 clusters Score -1811172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1811173.750000 Penalty: 4837.177246
	Iteration 59Q: 3 clusters Score -1811174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1811177.875000 Penalty: 4837.177246
	Iteration 60F: 3 clusters Score -1811178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1811182.750000 Penalty: 4837.177246
	Iteration 61Q: 3 clusters Score -1811183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1811186.375000 Penalty: 4837.177246
	Iteration 62Q: 3 clusters Score -1811186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1811186.250000 Penalty: 4837.177246
	Iteration 63Q: 3 clusters Score -1811186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1811186.250000 Penalty: 4837.177246
	Iteration 64Q: 3 clusters Score -1811186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1811191.000000 Penalty: 4837.177246
	Iteration 65Q: 3 clusters Score -1811191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1811197.250000 Penalty: 4837.177246
	Iteration 66Q: 3 clusters Score -1811197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1811199.750000 Penalty: 4837.177246
	Iteration 67Q: 3 clusters Score -1811200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1811201.750000 Penalty: 4837.177246
	Iteration 68Q: 3 clusters Score -1811202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1811200.625000 Penalty: 4837.177246
	Iteration 69Q: 3 clusters Score -1811201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1811200.375000 Penalty: 4837.177246
	Iteration 70Q: 3 clusters Score -1811200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1811202.125000 Penalty: 4837.177246
	Iteration 71Q: 3 clusters Score -1811202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1811202.625000 Penalty: 4837.177246
	Iteration 72Q: 3 clusters Score -1811203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1811206.875000 Penalty: 4837.177246
	Iteration 73Q: 3 clusters Score -1811207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1811203.000000 Penalty: 4837.177246
	Iteration 74Q: 3 clusters Score -1811203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1811201.000000 Penalty: 4837.177246
	Iteration 75Q: 3 clusters Score -1811201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1811201.375000 Penalty: 4837.177246
	Iteration 76Q: 3 clusters Score -1811201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1811202.375000 Penalty: 4837.177246
	Iteration 77Q: 3 clusters Score -1811202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1811202.375000 Penalty: 4837.177246
	Iteration 78F: 3 clusters Score -1811202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Entering Unmasked Estep 
Score: -893410.937500 Penalty: 2222.259766
	Iteration 0F: 2 clusters Score -893410.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -887130.875000 Penalty: 4444.519531
	Iteration 0F: 3 clusters Score -887130.9 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -888856.812500 Penalty: 4444.519531
	Iteration 1F: 3 clusters Score -888856.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -889145.500000 Penalty: 4444.519531
	Iteration 2F: 3 clusters Score -889145.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -889438.937500 Penalty: 4444.519531
	Iteration 3F: 3 clusters Score -889438.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -889754.312500 Penalty: 4444.519531
	Iteration 4F: 3 clusters Score -889754.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -890086.812500 Penalty: 4444.519531
	Iteration 5F: 3 clusters Score -890086.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -890407.500000 Penalty: 4444.519531
	Iteration 6F: 3 clusters Score -890407.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -890634.562500 Penalty: 4444.519531
	Iteration 7Q: 3 clusters Score -890634.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -890812.000000 Penalty: 4444.519531
	Iteration 8Q: 3 clusters Score -890812 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -890956.750000 Penalty: 4444.519531
	Iteration 9Q: 3 clusters Score -890956.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -891083.625000 Penalty: 4444.519531
	Iteration 10Q: 3 clusters Score -891083.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -891182.625000 Penalty: 4444.519531
	Iteration 11Q: 3 clusters Score -891182.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -891253.250000 Penalty: 4444.519531
	Iteration 12Q: 3 clusters Score -891253.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -891303.812500 Penalty: 4444.519531
	Iteration 13Q: 3 clusters Score -891303.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -891340.750000 Penalty: 4444.519531
	Iteration 14Q: 3 clusters Score -891340.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -891373.000000 Penalty: 4444.519531
	Iteration 15Q: 3 clusters Score -891373 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -891403.375000 Penalty: 4444.519531
	Iteration 16Q: 3 clusters Score -891403.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -891425.812500 Penalty: 4444.519531
	Iteration 17Q: 3 clusters Score -891425.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -891445.625000 Penalty: 4444.519531
	Iteration 18Q: 3 clusters Score -891445.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -891463.750000 Penalty: 4444.519531
	Iteration 19Q: 3 clusters Score -891463.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -891483.687500 Penalty: 4444.519531
	Iteration 20F: 3 clusters Score -891483.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -891505.437500 Penalty: 4444.519531
	Iteration 21Q: 3 clusters Score -891505.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -891535.250000 Penalty: 4444.519531
	Iteration 22Q: 3 clusters Score -891535.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -891558.562500 Penalty: 4444.519531
	Iteration 23Q: 3 clusters Score -891558.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -891579.687500 Penalty: 4444.519531
	Iteration 24Q: 3 clusters Score -891579.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -891607.625000 Penalty: 4444.519531
	Iteration 25Q: 3 clusters Score -891607.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -891633.562500 Penalty: 4444.519531
	Iteration 26Q: 3 clusters Score -891633.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -891661.000000 Penalty: 4444.519531
	Iteration 27Q: 3 clusters Score -891661 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -891682.500000 Penalty: 4444.519531
	Iteration 28Q: 3 clusters Score -891682.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -891693.875000 Penalty: 4444.519531
	Iteration 29Q: 3 clusters Score -891693.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -891715.375000 Penalty: 4444.519531
	Iteration 30Q: 3 clusters Score -891715.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -891745.812500 Penalty: 4444.519531
	Iteration 31Q: 3 clusters Score -891745.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -891782.500000 Penalty: 4444.519531
	Iteration 32Q: 3 clusters Score -891782.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -891817.562500 Penalty: 4444.519531
	Iteration 33Q: 3 clusters Score -891817.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -891861.375000 Penalty: 4444.519531
	Iteration 34Q: 3 clusters Score -891861.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -891900.812500 Penalty: 4444.519531
	Iteration 35Q: 3 clusters Score -891900.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -891929.062500 Penalty: 4444.519531
	Iteration 36Q: 3 clusters Score -891929.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -891956.250000 Penalty: 4444.519531
	Iteration 37Q: 3 clusters Score -891956.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -891980.625000 Penalty: 4444.519531
	Iteration 38Q: 3 clusters Score -891980.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -892006.750000 Penalty: 4444.519531
	Iteration 39Q: 3 clusters Score -892006.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -892033.937500 Penalty: 4444.519531
	Iteration 40F: 3 clusters Score -892033.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -892071.125000 Penalty: 4444.519531
	Iteration 41Q: 3 clusters Score -892071.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -892104.562500 Penalty: 4444.519531
	Iteration 42Q: 3 clusters Score -892104.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -892140.312500 Penalty: 4444.519531
	Iteration 43Q: 3 clusters Score -892140.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -892178.375000 Penalty: 4444.519531
	Iteration 44Q: 3 clusters Score -892178.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -892226.750000 Penalty: 4444.519531
	Iteration 45Q: 3 clusters Score -892226.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -892274.937500 Penalty: 4444.519531
	Iteration 46Q: 3 clusters Score -892274.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -892329.687500 Penalty: 4444.519531
	Iteration 47Q: 3 clusters Score -892329.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -892370.937500 Penalty: 4444.519531
	Iteration 48Q: 3 clusters Score -892370.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -892406.500000 Penalty: 4444.519531
	Iteration 49Q: 3 clusters Score -892406.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -892442.000000 Penalty: 4444.519531
	Iteration 50Q: 3 clusters Score -892442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -892470.375000 Penalty: 4444.519531
	Iteration 51Q: 3 clusters Score -892470.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -892488.750000 Penalty: 4444.519531
	Iteration 52Q: 3 clusters Score -892488.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -892497.750000 Penalty: 4444.519531
	Iteration 53Q: 3 clusters Score -892497.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -892506.875000 Penalty: 4444.519531
	Iteration 54Q: 3 clusters Score -892506.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -892514.187500 Penalty: 4444.519531
	Iteration 55Q: 3 clusters Score -892514.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -892515.812500 Penalty: 4444.519531
	Iteration 56Q: 3 clusters Score -892515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -892519.125000 Penalty: 4444.519531
	Iteration 57Q: 3 clusters Score -892519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -892521.687500 Penalty: 4444.519531
	Iteration 58Q: 3 clusters Score -892521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -892521.687500 Penalty: 4444.519531
	Iteration 59Q: 3 clusters Score -892521.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -892524.687500 Penalty: 4444.519531
	Iteration 60F: 3 clusters Score -892524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -892526.875000 Penalty: 4444.519531
	Iteration 61Q: 3 clusters Score -892526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -892528.312500 Penalty: 4444.519531
	Iteration 62Q: 3 clusters Score -892528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -892529.375000 Penalty: 4444.519531
	Iteration 63Q: 3 clusters Score -892529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -892528.437500 Penalty: 4444.519531
	Iteration 64Q: 3 clusters Score -892528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -892527.937500 Penalty: 4444.519531
	Iteration 65Q: 3 clusters Score -892527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -892527.937500 Penalty: 4444.519531
	Iteration 66F: 3 clusters Score -892527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Entering Unmasked Estep 
Score: -628869.312500 Penalty: 2133.954346
	Iteration 0F: 2 clusters Score -628869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -624084.750000 Penalty: 4267.908691
	Iteration 0F: 3 clusters Score -624084.8 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -625272.500000 Penalty: 4267.908691
	Iteration 1F: 3 clusters Score -625272.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -625484.875000 Penalty: 4267.908691
	Iteration 2F: 3 clusters Score -625484.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -625631.000000 Penalty: 4267.908691
	Iteration 3Q: 3 clusters Score -625631 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -625742.562500 Penalty: 4267.908691
	Iteration 4Q: 3 clusters Score -625742.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -625838.500000 Penalty: 4267.908691
	Iteration 5Q: 3 clusters Score -625838.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -625930.062500 Penalty: 4267.908691
	Iteration 6Q: 3 clusters Score -625930.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -626009.062500 Penalty: 4267.908691
	Iteration 7Q: 3 clusters Score -626009.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -626087.125000 Penalty: 4267.908691
	Iteration 8Q: 3 clusters Score -626087.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -626163.875000 Penalty: 4267.908691
	Iteration 9Q: 3 clusters Score -626163.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -626255.812500 Penalty: 4267.908691
	Iteration 10Q: 3 clusters Score -626255.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -626334.125000 Penalty: 4267.908691
	Iteration 11Q: 3 clusters Score -626334.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -626412.062500 Penalty: 4267.908691
	Iteration 12Q: 3 clusters Score -626412.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -626491.625000 Penalty: 4267.908691
	Iteration 13Q: 3 clusters Score -626491.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -626571.875000 Penalty: 4267.908691
	Iteration 14Q: 3 clusters Score -626571.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -626649.062500 Penalty: 4267.908691
	Iteration 15Q: 3 clusters Score -626649.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -626724.187500 Penalty: 4267.908691
	Iteration 16Q: 3 clusters Score -626724.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -626790.187500 Penalty: 4267.908691
	Iteration 17Q: 3 clusters Score -626790.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -626845.375000 Penalty: 4267.908691
	Iteration 18Q: 3 clusters Score -626845.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -626888.812500 Penalty: 4267.908691
	Iteration 19Q: 3 clusters Score -626888.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -626921.750000 Penalty: 4267.908691
	Iteration 20F: 3 clusters Score -626921.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -626952.062500 Penalty: 4267.908691
	Iteration 21Q: 3 clusters Score -626952.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -626978.875000 Penalty: 4267.908691
	Iteration 22Q: 3 clusters Score -626978.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -627015.250000 Penalty: 4267.908691
	Iteration 23Q: 3 clusters Score -627015.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -627050.250000 Penalty: 4267.908691
	Iteration 24Q: 3 clusters Score -627050.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -627080.250000 Penalty: 4267.908691
	Iteration 25Q: 3 clusters Score -627080.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -627114.437500 Penalty: 4267.908691
	Iteration 26Q: 3 clusters Score -627114.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -627140.437500 Penalty: 4267.908691
	Iteration 27Q: 3 clusters Score -627140.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -627166.000000 Penalty: 4267.908691
	Iteration 28Q: 3 clusters Score -627166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -627187.437500 Penalty: 4267.908691
	Iteration 29Q: 3 clusters Score -627187.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -627205.312500 Penalty: 4267.908691
	Iteration 30Q: 3 clusters Score -627205.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -627214.312500 Penalty: 4267.908691
	Iteration 31Q: 3 clusters Score -627214.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -627221.312500 Penalty: 4267.908691
	Iteration 32Q: 3 clusters Score -627221.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -627230.687500 Penalty: 4267.908691
	Iteration 33Q: 3 clusters Score -627230.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -627234.937500 Penalty: 4267.908691
	Iteration 34Q: 3 clusters Score -627234.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -627239.000000 Penalty: 4267.908691
	Iteration 35Q: 3 clusters Score -627239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -627241.937500 Penalty: 4267.908691
	Iteration 36Q: 3 clusters Score -627241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -627243.375000 Penalty: 4267.908691
	Iteration 37Q: 3 clusters Score -627243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -627245.562500 Penalty: 4267.908691
	Iteration 38Q: 3 clusters Score -627245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -627246.062500 Penalty: 4267.908691
	Iteration 39Q: 3 clusters Score -627246.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -627246.062500 Penalty: 4267.908691
	Iteration 40F: 3 clusters Score -627246.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (30674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Entering Unmasked Estep 
Score: -3574886.000000 Penalty: 2562.130371
	Iteration 0F: 2 clusters Score -3574886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3553767.500000 Penalty: 5124.260742
	Iteration 0F: 3 clusters Score -3553768 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3561406.750000 Penalty: 5124.260742
	Iteration 1F: 3 clusters Score -3561407 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3561992.750000 Penalty: 5124.260742
	Iteration 2F: 3 clusters Score -3561993 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3562604.000000 Penalty: 5124.260742
	Iteration 3F: 3 clusters Score -3562604 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3563279.500000 Penalty: 5124.260742
	Iteration 4F: 3 clusters Score -3563280 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3564201.500000 Penalty: 5124.260742
	Iteration 5F: 3 clusters Score -3564202 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3565346.500000 Penalty: 5124.260742
	Iteration 6F: 3 clusters Score -3565346 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3566685.750000 Penalty: 5124.260742
	Iteration 7F: 3 clusters Score -3566686 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3568110.250000 Penalty: 5124.260742
	Iteration 8F: 3 clusters Score -3568110 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3569343.250000 Penalty: 5124.260742
	Iteration 9F: 3 clusters Score -3569343 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3570389.750000 Penalty: 5124.260742
	Iteration 10Q: 3 clusters Score -3570390 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3571183.750000 Penalty: 5124.260742
	Iteration 11Q: 3 clusters Score -3571184 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3571719.000000 Penalty: 5124.260742
	Iteration 12Q: 3 clusters Score -3571719 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3572030.250000 Penalty: 5124.260742
	Iteration 13Q: 3 clusters Score -3572030 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3572278.750000 Penalty: 5124.260742
	Iteration 14Q: 3 clusters Score -3572279 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3572429.500000 Penalty: 5124.260742
	Iteration 15Q: 3 clusters Score -3572430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3572514.750000 Penalty: 5124.260742
	Iteration 16Q: 3 clusters Score -3572515 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3572573.750000 Penalty: 5124.260742
	Iteration 17Q: 3 clusters Score -3572574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3572635.750000 Penalty: 5124.260742
	Iteration 18Q: 3 clusters Score -3572636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3572692.250000 Penalty: 5124.260742
	Iteration 19Q: 3 clusters Score -3572692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3572715.500000 Penalty: 5124.260742
	Iteration 20F: 3 clusters Score -3572716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3572730.750000 Penalty: 5124.260742
	Iteration 21Q: 3 clusters Score -3572731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3572740.750000 Penalty: 5124.260742
	Iteration 22Q: 3 clusters Score -3572741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3572744.500000 Penalty: 5124.260742
	Iteration 23Q: 3 clusters Score -3572744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3572752.250000 Penalty: 5124.260742
	Iteration 24Q: 3 clusters Score -3572752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3572755.500000 Penalty: 5124.260742
	Iteration 25Q: 3 clusters Score -3572756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3572758.500000 Penalty: 5124.260742
	Iteration 26Q: 3 clusters Score -3572758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3572758.500000 Penalty: 5124.260742
	Iteration 27Q: 3 clusters Score -3572758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3572772.500000 Penalty: 5124.260742
	Iteration 28Q: 3 clusters Score -3572772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3572776.250000 Penalty: 5124.260742
	Iteration 29Q: 3 clusters Score -3572776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3572776.250000 Penalty: 5124.260742
	Iteration 30Q: 3 clusters Score -3572776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3572775.500000 Penalty: 5124.260742
	Iteration 31Q: 3 clusters Score -3572776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3572775.500000 Penalty: 5124.260742
	Iteration 32Q: 3 clusters Score -3572776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3572773.750000 Penalty: 5124.260742
	Iteration 33Q: 3 clusters Score -3572774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3572774.000000 Penalty: 5124.260742
	Iteration 34Q: 3 clusters Score -3572774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3572775.750000 Penalty: 5124.260742
	Iteration 35Q: 3 clusters Score -3572776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3572775.750000 Penalty: 5124.260742
	Iteration 36F: 3 clusters Score -3572776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -595264.437500 Penalty: 2067.603271
	Iteration 0F: 2 clusters Score -595264.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -591294.187500 Penalty: 4135.206543
	Iteration 0F: 3 clusters Score -591294.2 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -592550.125000 Penalty: 4135.206543
	Iteration 1F: 3 clusters Score -592550.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -593259.625000 Penalty: 4135.206543
	Iteration 2F: 3 clusters Score -593259.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -593938.687500 Penalty: 4135.206543
	Iteration 3F: 3 clusters Score -593938.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -594452.687500 Penalty: 4135.206543
	Iteration 4F: 3 clusters Score -594452.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -594869.375000 Penalty: 4135.206543
	Iteration 5F: 3 clusters Score -594869.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -595196.125000 Penalty: 4135.206543
	Iteration 6F: 3 clusters Score -595196.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -595468.062500 Penalty: 4135.206543
	Iteration 7Q: 3 clusters Score -595468.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -595688.250000 Penalty: 4135.206543
	Iteration 8Q: 3 clusters Score -595688.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -595884.812500 Penalty: 4135.206543
	Iteration 9Q: 3 clusters Score -595884.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -595987.500000 Penalty: 4135.206543
	Iteration 10Q: 3 clusters Score -595987.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -596038.437500 Penalty: 4135.206543
	Iteration 11Q: 3 clusters Score -596038.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -596064.500000 Penalty: 4135.206543
	Iteration 12Q: 3 clusters Score -596064.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -596077.750000 Penalty: 4135.206543
	Iteration 13Q: 3 clusters Score -596077.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -596084.375000 Penalty: 4135.206543
	Iteration 14Q: 3 clusters Score -596084.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -596088.812500 Penalty: 4135.206543
	Iteration 15Q: 3 clusters Score -596088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -596092.937500 Penalty: 4135.206543
	Iteration 16Q: 3 clusters Score -596092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -596094.125000 Penalty: 4135.206543
	Iteration 17Q: 3 clusters Score -596094.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -596094.187500 Penalty: 4135.206543
	Iteration 18Q: 3 clusters Score -596094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -596094.250000 Penalty: 4135.206543
	Iteration 19Q: 3 clusters Score -596094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -596095.187500 Penalty: 4135.206543
	Iteration 20F: 3 clusters Score -596095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -596096.125000 Penalty: 4135.206543
	Iteration 21Q: 3 clusters Score -596096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -596096.875000 Penalty: 4135.206543
	Iteration 22Q: 3 clusters Score -596096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -596095.750000 Penalty: 4135.206543
	Iteration 23Q: 3 clusters Score -596095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -596095.750000 Penalty: 4135.206543
	Iteration 24F: 3 clusters Score -596095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 790 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 1780 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 30970 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 1256 members 
Mstep: Class 67 contains 2396 members 
Entering Unmasked Estep 
Score: -133762656.000000 Penalty: 232283.140625
Splitting cluster 52 changes total score from -133763384.000000 to -133762656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -20559.623047 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -20559.62 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 110 members 
Entering Unmasked Estep 
Score: -19626.958984 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -19626.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19751.332031 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -19751.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19768.371094 Penalty: 2659.200928
	Iteration 2Q: 3 clusters Score -19768.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19790.519531 Penalty: 2659.200928
	Iteration 3Q: 3 clusters Score -19790.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19797.406250 Penalty: 2659.200928
	Iteration 4Q: 3 clusters Score -19797.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19812.513672 Penalty: 2659.200928
	Iteration 5Q: 3 clusters Score -19812.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19814.791016 Penalty: 2659.200928
	Iteration 6Q: 3 clusters Score -19814.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19814.791016 Penalty: 2659.200928
	Iteration 7F: 3 clusters Score -19814.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (9682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Entering Unmasked Estep 
Score: -1127462.625000 Penalty: 2276.149902
	Iteration 0F: 2 clusters Score -1127463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1119967.625000 Penalty: 4552.299805
	Iteration 0F: 3 clusters Score -1119968 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1122076.500000 Penalty: 4552.299805
	Iteration 1F: 3 clusters Score -1122076 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1122384.250000 Penalty: 4552.299805
	Iteration 2F: 3 clusters Score -1122384 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1122735.000000 Penalty: 4552.299805
	Iteration 3F: 3 clusters Score -1122735 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1123128.125000 Penalty: 4552.299805
	Iteration 4F: 3 clusters Score -1123128 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1123561.875000 Penalty: 4552.299805
	Iteration 5F: 3 clusters Score -1123562 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1123967.500000 Penalty: 4552.299805
	Iteration 6F: 3 clusters Score -1123968 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1124358.250000 Penalty: 4552.299805
	Iteration 7F: 3 clusters Score -1124358 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1124763.250000 Penalty: 4552.299805
	Iteration 8F: 3 clusters Score -1124763 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1125178.375000 Penalty: 4552.299805
	Iteration 9Q: 3 clusters Score -1125178 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1125577.500000 Penalty: 4552.299805
	Iteration 10Q: 3 clusters Score -1125578 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1125888.000000 Penalty: 4552.299805
	Iteration 11Q: 3 clusters Score -1125888 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1126133.625000 Penalty: 4552.299805
	Iteration 12Q: 3 clusters Score -1126134 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1126304.875000 Penalty: 4552.299805
	Iteration 13Q: 3 clusters Score -1126305 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1126428.375000 Penalty: 4552.299805
	Iteration 14Q: 3 clusters Score -1126428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1126502.625000 Penalty: 4552.299805
	Iteration 15Q: 3 clusters Score -1126503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1126542.750000 Penalty: 4552.299805
	Iteration 16Q: 3 clusters Score -1126543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1126563.250000 Penalty: 4552.299805
	Iteration 17Q: 3 clusters Score -1126563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1126574.125000 Penalty: 4552.299805
	Iteration 18Q: 3 clusters Score -1126574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1126579.875000 Penalty: 4552.299805
	Iteration 19Q: 3 clusters Score -1126580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1126584.500000 Penalty: 4552.299805
	Iteration 20F: 3 clusters Score -1126584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1126589.000000 Penalty: 4552.299805
	Iteration 21Q: 3 clusters Score -1126589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1126588.250000 Penalty: 4552.299805
	Iteration 22Q: 3 clusters Score -1126588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1126591.625000 Penalty: 4552.299805
	Iteration 23Q: 3 clusters Score -1126592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1126591.000000 Penalty: 4552.299805
	Iteration 24Q: 3 clusters Score -1126591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1126591.875000 Penalty: 4552.299805
	Iteration 25Q: 3 clusters Score -1126592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1126593.875000 Penalty: 4552.299805
	Iteration 26Q: 3 clusters Score -1126594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1126592.750000 Penalty: 4552.299805
	Iteration 27Q: 3 clusters Score -1126593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1126593.625000 Penalty: 4552.299805
	Iteration 28Q: 3 clusters Score -1126594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1126594.375000 Penalty: 4552.299805
	Iteration 29Q: 3 clusters Score -1126594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1126594.375000 Penalty: 4552.299805
	Iteration 30F: 3 clusters Score -1126594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (30970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Entering Unmasked Estep 
Score: -3616398.500000 Penalty: 2564.512207
	Iteration 0F: 2 clusters Score -3616398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3595177.000000 Penalty: 5129.024414
	Iteration 0F: 3 clusters Score -3595177 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3603051.250000 Penalty: 5129.024414
	Iteration 1F: 3 clusters Score -3603051 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3603836.500000 Penalty: 5129.024414
	Iteration 2F: 3 clusters Score -3603836 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3604690.500000 Penalty: 5129.024414
	Iteration 3F: 3 clusters Score -3604690 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3605715.000000 Penalty: 5129.024414
	Iteration 4F: 3 clusters Score -3605715 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3606713.250000 Penalty: 5129.024414
	Iteration 5F: 3 clusters Score -3606713 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3607705.500000 Penalty: 5129.024414
	Iteration 6F: 3 clusters Score -3607706 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3608777.750000 Penalty: 5129.024414
	Iteration 7F: 3 clusters Score -3608778 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3610001.000000 Penalty: 5129.024414
	Iteration 8F: 3 clusters Score -3610001 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3611207.000000 Penalty: 5129.024414
	Iteration 9F: 3 clusters Score -3611207 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3612175.250000 Penalty: 5129.024414
	Iteration 10Q: 3 clusters Score -3612175 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3612840.250000 Penalty: 5129.024414
	Iteration 11Q: 3 clusters Score -3612840 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3613271.250000 Penalty: 5129.024414
	Iteration 12Q: 3 clusters Score -3613271 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3613586.250000 Penalty: 5129.024414
	Iteration 13Q: 3 clusters Score -3613586 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3613829.250000 Penalty: 5129.024414
	Iteration 14Q: 3 clusters Score -3613829 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3614050.000000 Penalty: 5129.024414
	Iteration 15Q: 3 clusters Score -3614050 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3614342.750000 Penalty: 5129.024414
	Iteration 16Q: 3 clusters Score -3614343 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3614683.000000 Penalty: 5129.024414
	Iteration 17Q: 3 clusters Score -3614683 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3615206.750000 Penalty: 5129.024414
	Iteration 18Q: 3 clusters Score -3615207 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3615748.250000 Penalty: 5129.024414
	Iteration 19Q: 3 clusters Score -3615748 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3616153.000000 Penalty: 5129.024414
	Iteration 20F: 3 clusters Score -3616153 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3616488.250000 Penalty: 5129.024414
	Iteration 21Q: 3 clusters Score -3616488 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3616688.750000 Penalty: 5129.024414
	Iteration 22Q: 3 clusters Score -3616689 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3616778.500000 Penalty: 5129.024414
	Iteration 23Q: 3 clusters Score -3616778 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3616893.500000 Penalty: 5129.024414
	Iteration 24Q: 3 clusters Score -3616894 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3616941.750000 Penalty: 5129.024414
	Iteration 25Q: 3 clusters Score -3616942 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3616985.250000 Penalty: 5129.024414
	Iteration 26Q: 3 clusters Score -3616985 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3617012.250000 Penalty: 5129.024414
	Iteration 27Q: 3 clusters Score -3617012 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3617065.000000 Penalty: 5129.024414
	Iteration 28Q: 3 clusters Score -3617065 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3617097.000000 Penalty: 5129.024414
	Iteration 29Q: 3 clusters Score -3617097 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3617126.250000 Penalty: 5129.024414
	Iteration 30Q: 3 clusters Score -3617126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3617146.000000 Penalty: 5129.024414
	Iteration 31Q: 3 clusters Score -3617146 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3617173.500000 Penalty: 5129.024414
	Iteration 32Q: 3 clusters Score -3617174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3617186.750000 Penalty: 5129.024414
	Iteration 33Q: 3 clusters Score -3617187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3617195.500000 Penalty: 5129.024414
	Iteration 34Q: 3 clusters Score -3617196 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3617218.500000 Penalty: 5129.024414
	Iteration 35Q: 3 clusters Score -3617218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3617223.000000 Penalty: 5129.024414
	Iteration 36Q: 3 clusters Score -3617223 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -3617227.250000 Penalty: 5129.024414
	Iteration 37Q: 3 clusters Score -3617227 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3617249.250000 Penalty: 5129.024414
	Iteration 38Q: 3 clusters Score -3617249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3617256.750000 Penalty: 5129.024414
	Iteration 39Q: 3 clusters Score -3617257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3617249.500000 Penalty: 5129.024414
	Iteration 40F: 3 clusters Score -3617250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3617247.000000 Penalty: 5129.024414
	Iteration 41Q: 3 clusters Score -3617247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3617248.000000 Penalty: 5129.024414
	Iteration 42Q: 3 clusters Score -3617248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3617249.750000 Penalty: 5129.024414
	Iteration 43Q: 3 clusters Score -3617250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3617255.000000 Penalty: 5129.024414
	Iteration 44Q: 3 clusters Score -3617255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3617257.250000 Penalty: 5129.024414
	Iteration 45Q: 3 clusters Score -3617257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3617256.000000 Penalty: 5129.024414
	Iteration 46Q: 3 clusters Score -3617256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3617258.250000 Penalty: 5129.024414
	Iteration 47Q: 3 clusters Score -3617258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -3617251.250000 Penalty: 5129.024414
	Iteration 48Q: 3 clusters Score -3617251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3617250.000000 Penalty: 5129.024414
	Iteration 49Q: 3 clusters Score -3617250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3617248.250000 Penalty: 5129.024414
	Iteration 50Q: 3 clusters Score -3617248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3617248.250000 Penalty: 5129.024414
	Iteration 51F: 3 clusters Score -3617248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 790 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 11251 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 1256 members 
Mstep: Class 67 contains 19719 members 
Entering Unmasked Estep 
Score: -133763456.000000 Penalty: 232283.140625
Splitting cluster 55 changes total score from -133763384.000000 to -133763456.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 56 (4252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Entering Unmasked Estep 
Score: -483288.031250 Penalty: 2072.075928
	Iteration 0F: 2 clusters Score -483288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -479254.593750 Penalty: 4144.151855
	Iteration 0F: 3 clusters Score -479254.6 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -480268.312500 Penalty: 4144.151855
	Iteration 1F: 3 clusters Score -480268.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -480476.093750 Penalty: 4144.151855
	Iteration 2F: 3 clusters Score -480476.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -480618.000000 Penalty: 4144.151855
	Iteration 3Q: 3 clusters Score -480618 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -480743.218750 Penalty: 4144.151855
	Iteration 4Q: 3 clusters Score -480743.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -480861.562500 Penalty: 4144.151855
	Iteration 5Q: 3 clusters Score -480861.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -480971.187500 Penalty: 4144.151855
	Iteration 6Q: 3 clusters Score -480971.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -481058.437500 Penalty: 4144.151855
	Iteration 7Q: 3 clusters Score -481058.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -481162.125000 Penalty: 4144.151855
	Iteration 8Q: 3 clusters Score -481162.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -481288.875000 Penalty: 4144.151855
	Iteration 9Q: 3 clusters Score -481288.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -481405.562500 Penalty: 4144.151855
	Iteration 10Q: 3 clusters Score -481405.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -481493.312500 Penalty: 4144.151855
	Iteration 11Q: 3 clusters Score -481493.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -481568.406250 Penalty: 4144.151855
	Iteration 12Q: 3 clusters Score -481568.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -481629.187500 Penalty: 4144.151855
	Iteration 13Q: 3 clusters Score -481629.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -481676.468750 Penalty: 4144.151855
	Iteration 14Q: 3 clusters Score -481676.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -481701.218750 Penalty: 4144.151855
	Iteration 15Q: 3 clusters Score -481701.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -481715.718750 Penalty: 4144.151855
	Iteration 16Q: 3 clusters Score -481715.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -481728.281250 Penalty: 4144.151855
	Iteration 17Q: 3 clusters Score -481728.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -481744.906250 Penalty: 4144.151855
	Iteration 18Q: 3 clusters Score -481744.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -481755.406250 Penalty: 4144.151855
	Iteration 19Q: 3 clusters Score -481755.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -481762.593750 Penalty: 4144.151855
	Iteration 20F: 3 clusters Score -481762.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -481771.062500 Penalty: 4144.151855
	Iteration 21Q: 3 clusters Score -481771.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -481776.500000 Penalty: 4144.151855
	Iteration 22Q: 3 clusters Score -481776.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -481782.312500 Penalty: 4144.151855
	Iteration 23Q: 3 clusters Score -481782.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -481788.656250 Penalty: 4144.151855
	Iteration 24Q: 3 clusters Score -481788.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -481794.500000 Penalty: 4144.151855
	Iteration 25Q: 3 clusters Score -481794.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -481800.593750 Penalty: 4144.151855
	Iteration 26Q: 3 clusters Score -481800.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -481805.468750 Penalty: 4144.151855
	Iteration 27Q: 3 clusters Score -481805.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -481815.437500 Penalty: 4144.151855
	Iteration 28Q: 3 clusters Score -481815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -481824.312500 Penalty: 4144.151855
	Iteration 29Q: 3 clusters Score -481824.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -481837.093750 Penalty: 4144.151855
	Iteration 30Q: 3 clusters Score -481837.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -481841.937500 Penalty: 4144.151855
	Iteration 31Q: 3 clusters Score -481841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -481846.406250 Penalty: 4144.151855
	Iteration 32Q: 3 clusters Score -481846.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -481850.937500 Penalty: 4144.151855
	Iteration 33Q: 3 clusters Score -481850.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -481853.281250 Penalty: 4144.151855
	Iteration 34Q: 3 clusters Score -481853.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -481857.031250 Penalty: 4144.151855
	Iteration 35Q: 3 clusters Score -481857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -481860.312500 Penalty: 4144.151855
	Iteration 36Q: 3 clusters Score -481860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -481863.468750 Penalty: 4144.151855
	Iteration 37Q: 3 clusters Score -481863.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -481865.781250 Penalty: 4144.151855
	Iteration 38Q: 3 clusters Score -481865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -481866.250000 Penalty: 4144.151855
	Iteration 39Q: 3 clusters Score -481866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -481869.812500 Penalty: 4144.151855
	Iteration 40F: 3 clusters Score -481869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -481871.656250 Penalty: 4144.151855
	Iteration 41Q: 3 clusters Score -481871.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -481873.781250 Penalty: 4144.151855
	Iteration 42Q: 3 clusters Score -481873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -481874.531250 Penalty: 4144.151855
	Iteration 43Q: 3 clusters Score -481874.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -481874.531250 Penalty: 4144.151855
	Iteration 44F: 3 clusters Score -481874.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (10998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Entering Unmasked Estep 
Score: -1269341.875000 Penalty: 2307.756104
	Iteration 0F: 2 clusters Score -1269342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1261006.000000 Penalty: 4615.512207
	Iteration 0F: 3 clusters Score -1261006 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1263464.125000 Penalty: 4615.512207
	Iteration 1F: 3 clusters Score -1263464 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1263898.375000 Penalty: 4615.512207
	Iteration 2F: 3 clusters Score -1263898 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1264292.250000 Penalty: 4615.512207
	Iteration 3F: 3 clusters Score -1264292 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1264719.875000 Penalty: 4615.512207
	Iteration 4F: 3 clusters Score -1264720 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1265199.000000 Penalty: 4615.512207
	Iteration 5F: 3 clusters Score -1265199 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1265640.125000 Penalty: 4615.512207
	Iteration 6F: 3 clusters Score -1265640 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1266013.250000 Penalty: 4615.512207
	Iteration 7F: 3 clusters Score -1266013 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1266284.000000 Penalty: 4615.512207
	Iteration 8Q: 3 clusters Score -1266284 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1266518.250000 Penalty: 4615.512207
	Iteration 9Q: 3 clusters Score -1266518 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1266713.750000 Penalty: 4615.512207
	Iteration 10Q: 3 clusters Score -1266714 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1266866.750000 Penalty: 4615.512207
	Iteration 11Q: 3 clusters Score -1266867 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1266993.500000 Penalty: 4615.512207
	Iteration 12Q: 3 clusters Score -1266994 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1267137.375000 Penalty: 4615.512207
	Iteration 13Q: 3 clusters Score -1267137 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1267237.875000 Penalty: 4615.512207
	Iteration 14Q: 3 clusters Score -1267238 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1267341.500000 Penalty: 4615.512207
	Iteration 15Q: 3 clusters Score -1267342 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1267429.750000 Penalty: 4615.512207
	Iteration 16Q: 3 clusters Score -1267430 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1267517.500000 Penalty: 4615.512207
	Iteration 17Q: 3 clusters Score -1267518 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1267626.625000 Penalty: 4615.512207
	Iteration 18Q: 3 clusters Score -1267627 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1267731.750000 Penalty: 4615.512207
	Iteration 19Q: 3 clusters Score -1267732 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1267818.625000 Penalty: 4615.512207
	Iteration 20F: 3 clusters Score -1267819 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1267911.125000 Penalty: 4615.512207
	Iteration 21Q: 3 clusters Score -1267911 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1267979.625000 Penalty: 4615.512207
	Iteration 22Q: 3 clusters Score -1267980 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1268035.875000 Penalty: 4615.512207
	Iteration 23Q: 3 clusters Score -1268036 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1268101.250000 Penalty: 4615.512207
	Iteration 24Q: 3 clusters Score -1268101 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1268171.000000 Penalty: 4615.512207
	Iteration 25Q: 3 clusters Score -1268171 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1268250.625000 Penalty: 4615.512207
	Iteration 26Q: 3 clusters Score -1268251 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1268360.000000 Penalty: 4615.512207
	Iteration 27Q: 3 clusters Score -1268360 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1268502.375000 Penalty: 4615.512207
	Iteration 28Q: 3 clusters Score -1268502 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1268657.500000 Penalty: 4615.512207
	Iteration 29Q: 3 clusters Score -1268658 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1268838.250000 Penalty: 4615.512207
	Iteration 30Q: 3 clusters Score -1268838 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1269025.250000 Penalty: 4615.512207
	Iteration 31Q: 3 clusters Score -1269025 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1269179.125000 Penalty: 4615.512207
	Iteration 32Q: 3 clusters Score -1269179 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1269279.375000 Penalty: 4615.512207
	Iteration 33Q: 3 clusters Score -1269279 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1269346.875000 Penalty: 4615.512207
	Iteration 34Q: 3 clusters Score -1269347 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1269382.500000 Penalty: 4615.512207
	Iteration 35Q: 3 clusters Score -1269382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1269408.500000 Penalty: 4615.512207
	Iteration 36Q: 3 clusters Score -1269408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1269432.375000 Penalty: 4615.512207
	Iteration 37Q: 3 clusters Score -1269432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1269456.000000 Penalty: 4615.512207
	Iteration 38Q: 3 clusters Score -1269456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1269467.625000 Penalty: 4615.512207
	Iteration 39Q: 3 clusters Score -1269468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1269487.750000 Penalty: 4615.512207
	Iteration 40F: 3 clusters Score -1269488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1269507.500000 Penalty: 4615.512207
	Iteration 41Q: 3 clusters Score -1269508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1269523.625000 Penalty: 4615.512207
	Iteration 42Q: 3 clusters Score -1269524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1269536.000000 Penalty: 4615.512207
	Iteration 43Q: 3 clusters Score -1269536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1269546.750000 Penalty: 4615.512207
	Iteration 44Q: 3 clusters Score -1269547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1269556.250000 Penalty: 4615.512207
	Iteration 45Q: 3 clusters Score -1269556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1269558.625000 Penalty: 4615.512207
	Iteration 46Q: 3 clusters Score -1269559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1269563.625000 Penalty: 4615.512207
	Iteration 47Q: 3 clusters Score -1269564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1269561.500000 Penalty: 4615.512207
	Iteration 48Q: 3 clusters Score -1269562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1269566.875000 Penalty: 4615.512207
	Iteration 49Q: 3 clusters Score -1269567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1269565.875000 Penalty: 4615.512207
	Iteration 50Q: 3 clusters Score -1269566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1269566.375000 Penalty: 4615.512207
	Iteration 51Q: 3 clusters Score -1269566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1269567.750000 Penalty: 4615.512207
	Iteration 52Q: 3 clusters Score -1269568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1269568.000000 Penalty: 4615.512207
	Iteration 53Q: 3 clusters Score -1269568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1269566.750000 Penalty: 4615.512207
	Iteration 54Q: 3 clusters Score -1269567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1269569.625000 Penalty: 4615.512207
	Iteration 55Q: 3 clusters Score -1269570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1269567.875000 Penalty: 4615.512207
	Iteration 56Q: 3 clusters Score -1269568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1269567.375000 Penalty: 4615.512207
	Iteration 57Q: 3 clusters Score -1269567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1269567.875000 Penalty: 4615.512207
	Iteration 58Q: 3 clusters Score -1269568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1269567.875000 Penalty: 4615.512207
	Iteration 59F: 3 clusters Score -1269568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 790 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 11251 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 4880 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 1256 members 
Mstep: Class 67 contains 19719 members 
Mstep: Class 68 contains 6118 members 
Entering Unmasked Estep 
Score: -133762256.000000 Penalty: 235750.062500
Splitting cluster 57 changes total score from -133763384.000000 to -133762256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (24854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Entering Unmasked Estep 
Score: -2908147.250000 Penalty: 2509.951904
	Iteration 0F: 2 clusters Score -2908147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2891009.750000 Penalty: 5019.903809
	Iteration 0F: 3 clusters Score -2891010 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2897012.000000 Penalty: 5019.903809
	Iteration 1F: 3 clusters Score -2897012 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2897574.750000 Penalty: 5019.903809
	Iteration 2F: 3 clusters Score -2897575 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2898151.000000 Penalty: 5019.903809
	Iteration 3F: 3 clusters Score -2898151 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2898800.750000 Penalty: 5019.903809
	Iteration 4F: 3 clusters Score -2898801 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2899611.000000 Penalty: 5019.903809
	Iteration 5F: 3 clusters Score -2899611 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2900573.750000 Penalty: 5019.903809
	Iteration 6F: 3 clusters Score -2900574 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2901646.000000 Penalty: 5019.903809
	Iteration 7F: 3 clusters Score -2901646 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2902617.500000 Penalty: 5019.903809
	Iteration 8F: 3 clusters Score -2902618 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2903443.000000 Penalty: 5019.903809
	Iteration 9Q: 3 clusters Score -2903443 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2904108.000000 Penalty: 5019.903809
	Iteration 10Q: 3 clusters Score -2904108 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2904593.500000 Penalty: 5019.903809
	Iteration 11Q: 3 clusters Score -2904594 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2904985.750000 Penalty: 5019.903809
	Iteration 12Q: 3 clusters Score -2904986 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2905279.500000 Penalty: 5019.903809
	Iteration 13Q: 3 clusters Score -2905280 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2905493.750000 Penalty: 5019.903809
	Iteration 14Q: 3 clusters Score -2905494 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2905680.500000 Penalty: 5019.903809
	Iteration 15Q: 3 clusters Score -2905680 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2905781.500000 Penalty: 5019.903809
	Iteration 16Q: 3 clusters Score -2905782 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2905861.000000 Penalty: 5019.903809
	Iteration 17Q: 3 clusters Score -2905861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2905918.750000 Penalty: 5019.903809
	Iteration 18Q: 3 clusters Score -2905919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2905959.750000 Penalty: 5019.903809
	Iteration 19Q: 3 clusters Score -2905960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2905982.500000 Penalty: 5019.903809
	Iteration 20F: 3 clusters Score -2905982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2906005.500000 Penalty: 5019.903809
	Iteration 21Q: 3 clusters Score -2906006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2906006.250000 Penalty: 5019.903809
	Iteration 22Q: 3 clusters Score -2906006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2906009.750000 Penalty: 5019.903809
	Iteration 23Q: 3 clusters Score -2906010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2906013.250000 Penalty: 5019.903809
	Iteration 24Q: 3 clusters Score -2906013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2906013.250000 Penalty: 5019.903809
	Iteration 25Q: 3 clusters Score -2906013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2906022.750000 Penalty: 5019.903809
	Iteration 26Q: 3 clusters Score -2906023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2906027.250000 Penalty: 5019.903809
	Iteration 27Q: 3 clusters Score -2906027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2906030.500000 Penalty: 5019.903809
	Iteration 28Q: 3 clusters Score -2906030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2906033.000000 Penalty: 5019.903809
	Iteration 29Q: 3 clusters Score -2906033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2906036.000000 Penalty: 5019.903809
	Iteration 30Q: 3 clusters Score -2906036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2906037.000000 Penalty: 5019.903809
	Iteration 31Q: 3 clusters Score -2906037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2906040.000000 Penalty: 5019.903809
	Iteration 32Q: 3 clusters Score -2906040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2906040.000000 Penalty: 5019.903809
	Iteration 33F: 3 clusters Score -2906040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -103380.132812 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -103380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101676.195312 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -101676.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -102116.531250 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -102116.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -102323.953125 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -102324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -102472.406250 Penalty: 3272.860352
	Iteration 3F: 3 clusters Score -102472.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -102577.585938 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -102577.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -102690.421875 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -102690.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102747.000000 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -102747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -102804.085938 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -102804.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -102854.703125 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -102854.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -102906.875000 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -102906.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -102957.695312 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -102957.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103005.195312 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -103005.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103049.523438 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -103049.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103082.718750 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -103082.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103107.523438 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -103107.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103129.164062 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -103129.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -103142.414062 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -103142.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -103174.234375 Penalty: 3272.860352
	Iteration 17Q: 3 clusters Score -103174.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -103198.210938 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -103198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103213.359375 Penalty: 3272.860352
	Iteration 19Q: 3 clusters Score -103213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103223.242188 Penalty: 3272.860352
	Iteration 20F: 3 clusters Score -103223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103240.031250 Penalty: 3272.860352
	Iteration 21Q: 3 clusters Score -103240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103251.414062 Penalty: 3272.860352
	Iteration 22Q: 3 clusters Score -103251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103255.187500 Penalty: 3272.860352
	Iteration 23Q: 3 clusters Score -103255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103255.187500 Penalty: 3272.860352
	Iteration 24F: 3 clusters Score -103255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -311255.000000 Penalty: 1952.746704
	Iteration 0F: 2 clusters Score -311255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -308212.781250 Penalty: 3905.493408
	Iteration 0F: 3 clusters Score -308212.8 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -308780.843750 Penalty: 3905.493408
	Iteration 1F: 3 clusters Score -308780.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -308931.000000 Penalty: 3905.493408
	Iteration 2F: 3 clusters Score -308931 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -309029.062500 Penalty: 3905.493408
	Iteration 3Q: 3 clusters Score -309029.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -309082.718750 Penalty: 3905.493408
	Iteration 4Q: 3 clusters Score -309082.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -309119.437500 Penalty: 3905.493408
	Iteration 5Q: 3 clusters Score -309119.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -309155.656250 Penalty: 3905.493408
	Iteration 6Q: 3 clusters Score -309155.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -309187.750000 Penalty: 3905.493408
	Iteration 7Q: 3 clusters Score -309187.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -309216.875000 Penalty: 3905.493408
	Iteration 8Q: 3 clusters Score -309216.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -309252.843750 Penalty: 3905.493408
	Iteration 9Q: 3 clusters Score -309252.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -309291.625000 Penalty: 3905.493408
	Iteration 10Q: 3 clusters Score -309291.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -309326.343750 Penalty: 3905.493408
	Iteration 11Q: 3 clusters Score -309326.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -309353.031250 Penalty: 3905.493408
	Iteration 12Q: 3 clusters Score -309353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -309375.968750 Penalty: 3905.493408
	Iteration 13Q: 3 clusters Score -309376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -309400.031250 Penalty: 3905.493408
	Iteration 14Q: 3 clusters Score -309400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -309425.718750 Penalty: 3905.493408
	Iteration 15Q: 3 clusters Score -309425.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -309447.750000 Penalty: 3905.493408
	Iteration 16Q: 3 clusters Score -309447.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -309470.250000 Penalty: 3905.493408
	Iteration 17Q: 3 clusters Score -309470.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -309494.625000 Penalty: 3905.493408
	Iteration 18Q: 3 clusters Score -309494.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -309517.656250 Penalty: 3905.493408
	Iteration 19Q: 3 clusters Score -309517.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -309539.000000 Penalty: 3905.493408
	Iteration 20F: 3 clusters Score -309539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -309560.750000 Penalty: 3905.493408
	Iteration 21Q: 3 clusters Score -309560.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -309589.031250 Penalty: 3905.493408
	Iteration 22Q: 3 clusters Score -309589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -309633.000000 Penalty: 3905.493408
	Iteration 23Q: 3 clusters Score -309633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -309668.687500 Penalty: 3905.493408
	Iteration 24Q: 3 clusters Score -309668.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -309695.156250 Penalty: 3905.493408
	Iteration 25Q: 3 clusters Score -309695.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -309722.625000 Penalty: 3905.493408
	Iteration 26Q: 3 clusters Score -309722.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -309750.687500 Penalty: 3905.493408
	Iteration 27Q: 3 clusters Score -309750.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -309776.031250 Penalty: 3905.493408
	Iteration 28Q: 3 clusters Score -309776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -309799.843750 Penalty: 3905.493408
	Iteration 29Q: 3 clusters Score -309799.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -309838.406250 Penalty: 3905.493408
	Iteration 30Q: 3 clusters Score -309838.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -309882.437500 Penalty: 3905.493408
	Iteration 31Q: 3 clusters Score -309882.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -309933.687500 Penalty: 3905.493408
	Iteration 32Q: 3 clusters Score -309933.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -309974.156250 Penalty: 3905.493408
	Iteration 33Q: 3 clusters Score -309974.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -310004.218750 Penalty: 3905.493408
	Iteration 34Q: 3 clusters Score -310004.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -310023.031250 Penalty: 3905.493408
	Iteration 35Q: 3 clusters Score -310023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -310042.000000 Penalty: 3905.493408
	Iteration 36Q: 3 clusters Score -310042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -310064.250000 Penalty: 3905.493408
	Iteration 37Q: 3 clusters Score -310064.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -310080.875000 Penalty: 3905.493408
	Iteration 38Q: 3 clusters Score -310080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -310098.250000 Penalty: 3905.493408
	Iteration 39Q: 3 clusters Score -310098.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -310109.437500 Penalty: 3905.493408
	Iteration 40F: 3 clusters Score -310109.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -310118.937500 Penalty: 3905.493408
	Iteration 41Q: 3 clusters Score -310118.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -310127.562500 Penalty: 3905.493408
	Iteration 42Q: 3 clusters Score -310127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -310135.218750 Penalty: 3905.493408
	Iteration 43Q: 3 clusters Score -310135.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -310141.031250 Penalty: 3905.493408
	Iteration 44Q: 3 clusters Score -310141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -310145.625000 Penalty: 3905.493408
	Iteration 45Q: 3 clusters Score -310145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -310153.687500 Penalty: 3905.493408
	Iteration 46Q: 3 clusters Score -310153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -310155.468750 Penalty: 3905.493408
	Iteration 47Q: 3 clusters Score -310155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -310155.562500 Penalty: 3905.493408
	Iteration 48Q: 3 clusters Score -310155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -310156.218750 Penalty: 3905.493408
	Iteration 49Q: 3 clusters Score -310156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -310156.218750 Penalty: 3905.493408
	Iteration 50F: 3 clusters Score -310156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Entering Unmasked Estep 
Score: -660326.500000 Penalty: 2138.992676
	Iteration 0F: 2 clusters Score -660326.5 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 2781 members 
Entering Unmasked Estep 
Score: -655439.000000 Penalty: 4277.985352
	Iteration 0F: 3 clusters Score -655439 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -656676.687500 Penalty: 4277.985352
	Iteration 1F: 3 clusters Score -656676.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -656937.125000 Penalty: 4277.985352
	Iteration 2F: 3 clusters Score -656937.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -657126.062500 Penalty: 4277.985352
	Iteration 3F: 3 clusters Score -657126.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -657252.062500 Penalty: 4277.985352
	Iteration 4Q: 3 clusters Score -657252.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -657344.937500 Penalty: 4277.985352
	Iteration 5Q: 3 clusters Score -657344.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -657418.250000 Penalty: 4277.985352
	Iteration 6Q: 3 clusters Score -657418.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -657499.375000 Penalty: 4277.985352
	Iteration 7Q: 3 clusters Score -657499.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -657589.875000 Penalty: 4277.985352
	Iteration 8Q: 3 clusters Score -657589.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -657696.687500 Penalty: 4277.985352
	Iteration 9Q: 3 clusters Score -657696.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -657805.875000 Penalty: 4277.985352
	Iteration 10Q: 3 clusters Score -657805.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -657925.125000 Penalty: 4277.985352
	Iteration 11Q: 3 clusters Score -657925.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -658045.187500 Penalty: 4277.985352
	Iteration 12Q: 3 clusters Score -658045.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -658145.437500 Penalty: 4277.985352
	Iteration 13Q: 3 clusters Score -658145.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -658246.750000 Penalty: 4277.985352
	Iteration 14Q: 3 clusters Score -658246.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -658347.812500 Penalty: 4277.985352
	Iteration 15Q: 3 clusters Score -658347.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -658448.562500 Penalty: 4277.985352
	Iteration 16Q: 3 clusters Score -658448.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -658602.375000 Penalty: 4277.985352
	Iteration 17Q: 3 clusters Score -658602.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -658750.687500 Penalty: 4277.985352
	Iteration 18Q: 3 clusters Score -658750.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -658898.312500 Penalty: 4277.985352
	Iteration 19Q: 3 clusters Score -658898.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -658998.375000 Penalty: 4277.985352
	Iteration 20F: 3 clusters Score -658998.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -659081.312500 Penalty: 4277.985352
	Iteration 21Q: 3 clusters Score -659081.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -659167.000000 Penalty: 4277.985352
	Iteration 22Q: 3 clusters Score -659167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -659213.937500 Penalty: 4277.985352
	Iteration 23Q: 3 clusters Score -659213.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -659230.000000 Penalty: 4277.985352
	Iteration 24Q: 3 clusters Score -659230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -659243.000000 Penalty: 4277.985352
	Iteration 25Q: 3 clusters Score -659243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -659256.125000 Penalty: 4277.985352
	Iteration 26Q: 3 clusters Score -659256.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -659265.000000 Penalty: 4277.985352
	Iteration 27Q: 3 clusters Score -659265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -659273.000000 Penalty: 4277.985352
	Iteration 28Q: 3 clusters Score -659273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -659275.875000 Penalty: 4277.985352
	Iteration 29Q: 3 clusters Score -659275.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -659279.687500 Penalty: 4277.985352
	Iteration 30Q: 3 clusters Score -659279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -659280.812500 Penalty: 4277.985352
	Iteration 31Q: 3 clusters Score -659280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -659283.062500 Penalty: 4277.985352
	Iteration 32Q: 3 clusters Score -659283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -659282.125000 Penalty: 4277.985352
	Iteration 33Q: 3 clusters Score -659282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -659282.812500 Penalty: 4277.985352
	Iteration 34Q: 3 clusters Score -659282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -659283.250000 Penalty: 4277.985352
	Iteration 35Q: 3 clusters Score -659283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -659283.937500 Penalty: 4277.985352
	Iteration 36Q: 3 clusters Score -659283.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -659283.937500 Penalty: 4277.985352
	Iteration 37F: 3 clusters Score -659283.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Entering Unmasked Estep 
Score: -507564.968750 Penalty: 2029.343994
	Iteration 0F: 2 clusters Score -507565 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 1812 members 
Entering Unmasked Estep 
Score: -503993.562500 Penalty: 4058.687988
	Iteration 0F: 3 clusters Score -503993.6 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -505160.031250 Penalty: 4058.687988
	Iteration 1F: 3 clusters Score -505160 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -505744.968750 Penalty: 4058.687988
	Iteration 2F: 3 clusters Score -505745 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -506248.281250 Penalty: 4058.687988
	Iteration 3F: 3 clusters Score -506248.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -506645.343750 Penalty: 4058.687988
	Iteration 4F: 3 clusters Score -506645.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -506999.656250 Penalty: 4058.687988
	Iteration 5F: 3 clusters Score -506999.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -507312.093750 Penalty: 4058.687988
	Iteration 6F: 3 clusters Score -507312.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -507476.968750 Penalty: 4058.687988
	Iteration 7Q: 3 clusters Score -507477 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -507567.468750 Penalty: 4058.687988
	Iteration 8Q: 3 clusters Score -507567.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -507639.187500 Penalty: 4058.687988
	Iteration 9Q: 3 clusters Score -507639.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -507751.687500 Penalty: 4058.687988
	Iteration 10Q: 3 clusters Score -507751.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -507895.812500 Penalty: 4058.687988
	Iteration 11Q: 3 clusters Score -507895.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -507995.562500 Penalty: 4058.687988
	Iteration 12Q: 3 clusters Score -507995.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -508042.750000 Penalty: 4058.687988
	Iteration 13Q: 3 clusters Score -508042.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -508067.687500 Penalty: 4058.687988
	Iteration 14Q: 3 clusters Score -508067.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -508093.281250 Penalty: 4058.687988
	Iteration 15Q: 3 clusters Score -508093.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -508117.312500 Penalty: 4058.687988
	Iteration 16Q: 3 clusters Score -508117.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -508153.812500 Penalty: 4058.687988
	Iteration 17Q: 3 clusters Score -508153.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -508209.062500 Penalty: 4058.687988
	Iteration 18Q: 3 clusters Score -508209.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -508289.687500 Penalty: 4058.687988
	Iteration 19Q: 3 clusters Score -508289.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -508356.906250 Penalty: 4058.687988
	Iteration 20F: 3 clusters Score -508356.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -508398.562500 Penalty: 4058.687988
	Iteration 21Q: 3 clusters Score -508398.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -508410.562500 Penalty: 4058.687988
	Iteration 22Q: 3 clusters Score -508410.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -508417.281250 Penalty: 4058.687988
	Iteration 23Q: 3 clusters Score -508417.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -508423.125000 Penalty: 4058.687988
	Iteration 24Q: 3 clusters Score -508423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -508424.781250 Penalty: 4058.687988
	Iteration 25Q: 3 clusters Score -508424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -508425.843750 Penalty: 4058.687988
	Iteration 26Q: 3 clusters Score -508425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -508427.218750 Penalty: 4058.687988
	Iteration 27Q: 3 clusters Score -508427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -508427.468750 Penalty: 4058.687988
	Iteration 28Q: 3 clusters Score -508427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -508428.093750 Penalty: 4058.687988
	Iteration 29Q: 3 clusters Score -508428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -508428.843750 Penalty: 4058.687988
	Iteration 30Q: 3 clusters Score -508428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -508428.843750 Penalty: 4058.687988
	Iteration 31F: 3 clusters Score -508428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 790 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 11251 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 1926 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 1256 members 
Mstep: Class 67 contains 19719 members 
Mstep: Class 68 contains 1653 members 
Entering Unmasked Estep 
Score: -133762896.000000 Penalty: 235750.062500
Splitting cluster 62 changes total score from -133763384.000000 to -133762896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -108996.203125 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -108996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107295.367188 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -107295.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107626.890625 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -107626.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -107745.976562 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -107746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107813.828125 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -107813.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107851.445312 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -107851.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107890.281250 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -107890.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -107911.484375 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -107911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107944.804688 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -107944.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107971.875000 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -107971.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -107992.281250 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -107992.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108005.882812 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -108005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108011.882812 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -108011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108015.859375 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -108015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -108021.320312 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -108021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108025.070312 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -108025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -108029.109375 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -108029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108032.578125 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -108032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -108034.468750 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -108034.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -108034.468750 Penalty: 3306.810547
	Iteration 18F: 3 clusters Score -108034.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -83488.109375 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -83488.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81925.890625 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -81925.89 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82365.343750 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -82365.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82737.945312 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -82737.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82991.343750 Penalty: 3172.877197
	Iteration 3F: 3 clusters Score -82991.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83156.046875 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -83156.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83413.476562 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -83413.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83546.203125 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -83546.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83613.273438 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -83613.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83663.593750 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -83663.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83702.179688 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -83702.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83719.539062 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -83719.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83754.070312 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -83754.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83757.578125 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -83757.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83757.578125 Penalty: 3172.877197
	Iteration 13F: 3 clusters Score -83757.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 790 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 46 contains 5511 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 11251 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 271 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 1256 members 
Mstep: Class 67 contains 19719 members 
Mstep: Class 68 contains 329 members 
Entering Unmasked Estep 
Score: -133761912.000000 Penalty: 235750.062500
Splitting cluster 64 changes total score from -133763384.000000 to -133761912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -31698.044922 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -31698.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30508.251953 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -30508.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30706.806641 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -30706.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30908.238281 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -30908.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31026.332031 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -31026.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31055.359375 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -31055.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31064.564453 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -31064.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31091.091797 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -31091.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31126.761719 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -31126.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31137.441406 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -31137.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31140.330078 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -31140.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31140.330078 Penalty: 2851.698975
	Iteration 10F: 3 clusters Score -31140.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 190589 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176266 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 76067 members 
Mstep: Class 27 contains 104332 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 44191 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 36394 members 
Mstep: Class 35 contains 4062 members 
Mstep: Class 36 contains 12440 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 10776 members 
Mstep: Class 39 contains 4052 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 23296 members 
Mstep: Class 43 contains 790 members 
Mstep: Class 44 contains 545 members 
Mstep: Class 45 contains 957 members 
Mstep: Class 47 contains 6247 members 
Mstep: Class 48 contains 17195 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 30674 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9682 members 
Mstep: Class 55 contains 11251 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 10998 members 
Mstep: Class 58 contains 24854 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133766176.000000 Penalty: 232283.140625
Iteration 159Q: 68 clusters Score -1.337662e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 50067 members 
Mstep: Class 3 contains 5822 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22948 members 
Mstep: Class 9 contains 191113 members 
Mstep: Class 10 contains 26763 members 
Mstep: Class 11 contains 9239 members 
Mstep: Class 12 contains 17269 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176260 members 
Mstep: Class 18 contains 7480 members 
Mstep: Class 19 contains 52027 members 
Mstep: Class 20 contains 4818 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 6560 members 
Mstep: Class 23 contains 5719 members 
Mstep: Class 24 contains 11405 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 75897 members 
Mstep: Class 27 contains 104433 members 
Mstep: Class 28 contains 10665 members 
Mstep: Class 29 contains 44195 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8685 members 
Mstep: Class 34 contains 36397 members 
Mstep: Class 35 contains 4071 members 
Mstep: Class 36 contains 12526 members 
Mstep: Class 37 contains 12603 members 
Mstep: Class 38 contains 10787 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16826 members 
Mstep: Class 42 contains 23374 members 
Mstep: Class 43 contains 815 members 
Mstep: Class 44 contains 553 members 
Mstep: Class 45 contains 958 members 
Mstep: Class 46 contains 5384 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17354 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5460 members 
Mstep: Class 51 contains 30894 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9725 members 
Mstep: Class 55 contains 11464 members 
Mstep: Class 56 contains 4251 members 
Mstep: Class 57 contains 11147 members 
Mstep: Class 58 contains 24852 members 
Mstep: Class 59 contains 734 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5569 members 
Mstep: Class 62 contains 3575 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 314 members 
Mstep: Class 66 contains 1252 members 
Mstep: Class 67 contains 18172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133768080.000000 Penalty: 232283.140625
Iteration 160F: 68 clusters Score -1.337681e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 50023 members 
Mstep: Class 3 contains 5833 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7873 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 22951 members 
Mstep: Class 9 contains 191122 members 
Mstep: Class 10 contains 26730 members 
Mstep: Class 11 contains 9234 members 
Mstep: Class 12 contains 17262 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176243 members 
Mstep: Class 18 contains 7498 members 
Mstep: Class 19 contains 52025 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 11172 members 
Mstep: Class 22 contains 6535 members 
Mstep: Class 23 contains 5719 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 75737 members 
Mstep: Class 27 contains 104494 members 
Mstep: Class 28 contains 10667 members 
Mstep: Class 29 contains 44119 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8629 members 
Mstep: Class 34 contains 36392 members 
Mstep: Class 35 contains 4064 members 
Mstep: Class 36 contains 12527 members 
Mstep: Class 37 contains 12618 members 
Mstep: Class 38 contains 10780 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16784 members 
Mstep: Class 42 contains 23427 members 
Mstep: Class 43 contains 827 members 
Mstep: Class 44 contains 537 members 
Mstep: Class 45 contains 955 members 
Mstep: Class 46 contains 5462 members 
Mstep: Class 47 contains 6252 members 
Mstep: Class 48 contains 17338 members 
Mstep: Class 49 contains 7793 members 
Mstep: Class 50 contains 5458 members 
Mstep: Class 51 contains 30985 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9752 members 
Mstep: Class 55 contains 11624 members 
Mstep: Class 56 contains 4252 members 
Mstep: Class 57 contains 11184 members 
Mstep: Class 58 contains 24861 members 
Mstep: Class 59 contains 733 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5549 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 532 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1296 members 
Mstep: Class 67 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769296.000000 Penalty: 232283.140625
Iteration 161Q: 68 clusters Score -1.337693e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 49991 members 
Mstep: Class 3 contains 5849 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 7862 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 22949 members 
Mstep: Class 9 contains 191127 members 
Mstep: Class 10 contains 26688 members 
Mstep: Class 11 contains 9228 members 
Mstep: Class 12 contains 17247 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 176222 members 
Mstep: Class 18 contains 7516 members 
Mstep: Class 19 contains 52023 members 
Mstep: Class 20 contains 4770 members 
Mstep: Class 21 contains 11084 members 
Mstep: Class 22 contains 6519 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11418 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 75605 members 
Mstep: Class 27 contains 104555 members 
Mstep: Class 28 contains 10672 members 
Mstep: Class 29 contains 44061 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8592 members 
Mstep: Class 34 contains 36385 members 
Mstep: Class 35 contains 4059 members 
Mstep: Class 36 contains 12511 members 
Mstep: Class 37 contains 12636 members 
Mstep: Class 38 contains 10775 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 16744 members 
Mstep: Class 42 contains 23480 members 
Mstep: Class 43 contains 835 members 
Mstep: Class 44 contains 528 members 
Mstep: Class 45 contains 951 members 
Mstep: Class 46 contains 5489 members 
Mstep: Class 47 contains 6252 members 
Mstep: Class 48 contains 17355 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5456 members 
Mstep: Class 51 contains 31072 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9772 members 
Mstep: Class 55 contains 11788 members 
Mstep: Class 56 contains 4253 members 
Mstep: Class 57 contains 11240 members 
Mstep: Class 58 contains 24869 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5530 members 
Mstep: Class 62 contains 3582 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 516 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1315 members 
Mstep: Class 67 contains 18282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769616.000000 Penalty: 232283.140625
Iteration 162Q: 68 clusters Score -1.337696e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 49966 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 22950 members 
Mstep: Class 9 contains 191131 members 
Mstep: Class 10 contains 26674 members 
Mstep: Class 11 contains 9225 members 
Mstep: Class 12 contains 17222 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176205 members 
Mstep: Class 18 contains 7543 members 
Mstep: Class 19 contains 52022 members 
Mstep: Class 20 contains 4753 members 
Mstep: Class 21 contains 11006 members 
Mstep: Class 22 contains 6503 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11421 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 75458 members 
Mstep: Class 27 contains 104621 members 
Mstep: Class 28 contains 10676 members 
Mstep: Class 29 contains 44005 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8587 members 
Mstep: Class 34 contains 36377 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 12495 members 
Mstep: Class 37 contains 12631 members 
Mstep: Class 38 contains 10769 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16708 members 
Mstep: Class 42 contains 23544 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 947 members 
Mstep: Class 46 contains 5496 members 
Mstep: Class 47 contains 6252 members 
Mstep: Class 48 contains 17357 members 
Mstep: Class 49 contains 7789 members 
Mstep: Class 50 contains 5456 members 
Mstep: Class 51 contains 31176 members 
Mstep: Class 52 contains 4176 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9792 members 
Mstep: Class 55 contains 11945 members 
Mstep: Class 56 contains 4254 members 
Mstep: Class 57 contains 11301 members 
Mstep: Class 58 contains 24880 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5518 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 510 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1327 members 
Mstep: Class 67 contains 18247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769848.000000 Penalty: 232283.140625
Iteration 163Q: 68 clusters Score -1.337698e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 49948 members 
Mstep: Class 3 contains 5861 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7855 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 22954 members 
Mstep: Class 9 contains 191119 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 9225 members 
Mstep: Class 12 contains 17194 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176190 members 
Mstep: Class 18 contains 7575 members 
Mstep: Class 19 contains 52016 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 10930 members 
Mstep: Class 22 contains 6488 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11431 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 75320 members 
Mstep: Class 27 contains 104705 members 
Mstep: Class 28 contains 10683 members 
Mstep: Class 29 contains 43905 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8583 members 
Mstep: Class 34 contains 36375 members 
Mstep: Class 35 contains 4049 members 
Mstep: Class 36 contains 12476 members 
Mstep: Class 37 contains 12640 members 
Mstep: Class 38 contains 10762 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16679 members 
Mstep: Class 42 contains 23592 members 
Mstep: Class 43 contains 830 members 
Mstep: Class 44 contains 520 members 
Mstep: Class 45 contains 947 members 
Mstep: Class 46 contains 5495 members 
Mstep: Class 47 contains 6252 members 
Mstep: Class 48 contains 17359 members 
Mstep: Class 49 contains 7789 members 
Mstep: Class 50 contains 5457 members 
Mstep: Class 51 contains 31273 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9805 members 
Mstep: Class 55 contains 12129 members 
Mstep: Class 56 contains 4259 members 
Mstep: Class 57 contains 11351 members 
Mstep: Class 58 contains 24897 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5509 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1336 members 
Mstep: Class 67 contains 18200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769960.000000 Penalty: 232283.140625
Iteration 164Q: 68 clusters Score -1.3377e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 49927 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7855 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 22954 members 
Mstep: Class 9 contains 191102 members 
Mstep: Class 10 contains 26639 members 
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Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176176 members 
Mstep: Class 18 contains 7605 members 
Mstep: Class 19 contains 52011 members 
Mstep: Class 20 contains 4726 members 
Mstep: Class 21 contains 10861 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11435 members 
Mstep: Class 25 contains 5006 members 
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Mstep: Class 27 contains 104789 members 
Mstep: Class 28 contains 10692 members 
Mstep: Class 29 contains 43789 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8582 members 
Mstep: Class 34 contains 36378 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 12642 members 
Mstep: Class 38 contains 10755 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16654 members 
Mstep: Class 42 contains 23635 members 
Mstep: Class 43 contains 828 members 
Mstep: Class 44 contains 517 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5497 members 
Mstep: Class 47 contains 6252 members 
Mstep: Class 48 contains 17349 members 
Mstep: Class 49 contains 7791 members 
Mstep: Class 50 contains 5459 members 
Mstep: Class 51 contains 31348 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9817 members 
Mstep: Class 55 contains 12293 members 
Mstep: Class 56 contains 4263 members 
Mstep: Class 57 contains 11395 members 
Mstep: Class 58 contains 24913 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5499 members 
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Mstep: Class 64 contains 503 members 
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Mstep: Class 66 contains 1344 members 
Mstep: Class 67 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133769960.000000 Penalty: 232283.140625
Iteration 165Q: 68 clusters Score -1.3377e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 49907 members 
Mstep: Class 3 contains 5858 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7866 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 22954 members 
Mstep: Class 9 contains 191093 members 
Mstep: Class 10 contains 26627 members 
Mstep: Class 11 contains 9212 members 
Mstep: Class 12 contains 17170 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176170 members 
Mstep: Class 18 contains 7629 members 
Mstep: Class 19 contains 52006 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 21 contains 10802 members 
Mstep: Class 22 contains 6466 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11438 members 
Mstep: Class 25 contains 5006 members 
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Mstep: Class 27 contains 104873 members 
Mstep: Class 28 contains 10700 members 
Mstep: Class 29 contains 43689 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8586 members 
Mstep: Class 34 contains 36375 members 
Mstep: Class 35 contains 4046 members 
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Mstep: Class 37 contains 12640 members 
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Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16624 members 
Mstep: Class 42 contains 23681 members 
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Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5498 members 
Mstep: Class 47 contains 6252 members 
Mstep: Class 48 contains 17351 members 
Mstep: Class 49 contains 7794 members 
Mstep: Class 50 contains 5459 members 
Mstep: Class 51 contains 31419 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9825 members 
Mstep: Class 55 contains 12432 members 
Mstep: Class 56 contains 4265 members 
Mstep: Class 57 contains 11435 members 
Mstep: Class 58 contains 24927 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5491 members 
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Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 502 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1348 members 
Mstep: Class 67 contains 18136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770088.000000 Penalty: 232283.140625
Iteration 166Q: 68 clusters Score -1.337701e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 49887 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 22955 members 
Mstep: Class 9 contains 191063 members 
Mstep: Class 10 contains 26622 members 
Mstep: Class 11 contains 9204 members 
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Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
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Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 52000 members 
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Mstep: Class 22 contains 6465 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11441 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 75034 members 
Mstep: Class 27 contains 104937 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 43578 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8581 members 
Mstep: Class 34 contains 36379 members 
Mstep: Class 35 contains 4044 members 
Mstep: Class 36 contains 12431 members 
Mstep: Class 37 contains 12642 members 
Mstep: Class 38 contains 10754 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16607 members 
Mstep: Class 42 contains 23751 members 
Mstep: Class 43 contains 827 members 
Mstep: Class 44 contains 513 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5500 members 
Mstep: Class 47 contains 6252 members 
Mstep: Class 48 contains 17365 members 
Mstep: Class 49 contains 7794 members 
Mstep: Class 50 contains 5460 members 
Mstep: Class 51 contains 31488 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9837 members 
Mstep: Class 55 contains 12546 members 
Mstep: Class 56 contains 4265 members 
Mstep: Class 57 contains 11469 members 
Mstep: Class 58 contains 24942 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5490 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 502 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1351 members 
Mstep: Class 67 contains 18095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770368.000000 Penalty: 232283.140625
Iteration 167Q: 68 clusters Score -1.337704e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 49880 members 
Mstep: Class 3 contains 5853 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 22954 members 
Mstep: Class 9 contains 191040 members 
Mstep: Class 10 contains 26614 members 
Mstep: Class 11 contains 9201 members 
Mstep: Class 12 contains 17153 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176148 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 51997 members 
Mstep: Class 20 contains 4705 members 
Mstep: Class 21 contains 10678 members 
Mstep: Class 22 contains 6460 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11440 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74940 members 
Mstep: Class 27 contains 105007 members 
Mstep: Class 28 contains 10705 members 
Mstep: Class 29 contains 43462 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8573 members 
Mstep: Class 34 contains 36380 members 
Mstep: Class 35 contains 4046 members 
Mstep: Class 36 contains 12415 members 
Mstep: Class 37 contains 12647 members 
Mstep: Class 38 contains 10762 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16589 members 
Mstep: Class 42 contains 23826 members 
Mstep: Class 43 contains 827 members 
Mstep: Class 44 contains 512 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5500 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17374 members 
Mstep: Class 49 contains 7794 members 
Mstep: Class 50 contains 5461 members 
Mstep: Class 51 contains 31551 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9845 members 
Mstep: Class 55 contains 12666 members 
Mstep: Class 56 contains 4265 members 
Mstep: Class 57 contains 11495 members 
Mstep: Class 58 contains 24954 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5486 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1353 members 
Mstep: Class 67 contains 18057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770528.000000 Penalty: 232283.140625
Iteration 168Q: 68 clusters Score -1.337705e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 49868 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 22956 members 
Mstep: Class 9 contains 191037 members 
Mstep: Class 10 contains 26601 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 12 contains 17136 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176139 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 51997 members 
Mstep: Class 20 contains 4701 members 
Mstep: Class 21 contains 10626 members 
Mstep: Class 22 contains 6450 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11443 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74851 members 
Mstep: Class 27 contains 105071 members 
Mstep: Class 28 contains 10708 members 
Mstep: Class 29 contains 43342 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8571 members 
Mstep: Class 34 contains 36380 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 12400 members 
Mstep: Class 37 contains 12655 members 
Mstep: Class 38 contains 10766 members 
Mstep: Class 39 contains 4058 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16583 members 
Mstep: Class 42 contains 23906 members 
Mstep: Class 43 contains 827 members 
Mstep: Class 44 contains 511 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5501 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17374 members 
Mstep: Class 49 contains 7796 members 
Mstep: Class 50 contains 5461 members 
Mstep: Class 51 contains 31606 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9848 members 
Mstep: Class 55 contains 12791 members 
Mstep: Class 56 contains 4263 members 
Mstep: Class 57 contains 11523 members 
Mstep: Class 58 contains 24961 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5482 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 499 members 
Mstep: Class 65 contains 315 members 
Mstep: Class 66 contains 1356 members 
Mstep: Class 67 contains 18011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770520.000000 Penalty: 232283.140625
Iteration 169Q: 68 clusters Score -1.337705e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 49855 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 8 contains 22962 members 
Mstep: Class 9 contains 191020 members 
Mstep: Class 10 contains 26587 members 
Mstep: Class 11 contains 9195 members 
Mstep: Class 12 contains 17131 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176137 members 
Mstep: Class 18 contains 7699 members 
Mstep: Class 19 contains 51994 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 10568 members 
Mstep: Class 22 contains 6439 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11443 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74784 members 
Mstep: Class 27 contains 105133 members 
Mstep: Class 28 contains 10713 members 
Mstep: Class 29 contains 43196 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8571 members 
Mstep: Class 34 contains 36386 members 
Mstep: Class 35 contains 4039 members 
Mstep: Class 36 contains 12388 members 
Mstep: Class 37 contains 12659 members 
Mstep: Class 38 contains 10765 members 
Mstep: Class 39 contains 4058 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16574 members 
Mstep: Class 42 contains 23991 members 
Mstep: Class 43 contains 827 members 
Mstep: Class 44 contains 509 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5501 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17385 members 
Mstep: Class 49 contains 7797 members 
Mstep: Class 50 contains 5461 members 
Mstep: Class 51 contains 31651 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9852 members 
Mstep: Class 55 contains 12925 members 
Mstep: Class 56 contains 4264 members 
Mstep: Class 57 contains 11539 members 
Mstep: Class 58 contains 24964 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5478 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 496 members 
Mstep: Class 65 contains 315 members 
Mstep: Class 66 contains 1362 members 
Mstep: Class 67 contains 17968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770600.000000 Penalty: 232283.140625
Iteration 170Q: 68 clusters Score -1.337706e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 49863 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 8 contains 22968 members 
Mstep: Class 9 contains 191000 members 
Mstep: Class 10 contains 26578 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 17122 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176129 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 51989 members 
Mstep: Class 20 contains 4692 members 
Mstep: Class 21 contains 10521 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11443 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74725 members 
Mstep: Class 27 contains 105189 members 
Mstep: Class 28 contains 10715 members 
Mstep: Class 29 contains 43051 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8572 members 
Mstep: Class 34 contains 36387 members 
Mstep: Class 35 contains 4039 members 
Mstep: Class 36 contains 12383 members 
Mstep: Class 37 contains 12662 members 
Mstep: Class 38 contains 10764 members 
Mstep: Class 39 contains 4058 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16559 members 
Mstep: Class 42 contains 24088 members 
Mstep: Class 43 contains 826 members 
Mstep: Class 44 contains 507 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5501 members 
Mstep: Class 47 contains 6252 members 
Mstep: Class 48 contains 17388 members 
Mstep: Class 49 contains 7797 members 
Mstep: Class 50 contains 5460 members 
Mstep: Class 51 contains 31692 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9851 members 
Mstep: Class 55 contains 13063 members 
Mstep: Class 56 contains 4265 members 
Mstep: Class 57 contains 11554 members 
Mstep: Class 58 contains 24968 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5475 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 494 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1367 members 
Mstep: Class 67 contains 17910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770832.000000 Penalty: 232283.140625
Iteration 171Q: 68 clusters Score -1.337708e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 49859 members 
Mstep: Class 3 contains 5860 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 8 contains 22968 members 
Mstep: Class 9 contains 190981 members 
Mstep: Class 10 contains 26570 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 17113 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176122 members 
Mstep: Class 18 contains 7727 members 
Mstep: Class 19 contains 51984 members 
Mstep: Class 20 contains 4691 members 
Mstep: Class 21 contains 10487 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11440 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74684 members 
Mstep: Class 27 contains 105244 members 
Mstep: Class 28 contains 10717 members 
Mstep: Class 29 contains 42913 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8578 members 
Mstep: Class 34 contains 36391 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 12380 members 
Mstep: Class 37 contains 12670 members 
Mstep: Class 38 contains 10763 members 
Mstep: Class 39 contains 4058 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16536 members 
Mstep: Class 42 contains 24163 members 
Mstep: Class 43 contains 827 members 
Mstep: Class 44 contains 504 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5502 members 
Mstep: Class 47 contains 6253 members 
Mstep: Class 48 contains 17379 members 
Mstep: Class 49 contains 7797 members 
Mstep: Class 50 contains 5464 members 
Mstep: Class 51 contains 31729 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9856 members 
Mstep: Class 55 contains 13181 members 
Mstep: Class 56 contains 4265 members 
Mstep: Class 57 contains 11561 members 
Mstep: Class 58 contains 24978 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5473 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 491 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1372 members 
Mstep: Class 67 contains 17868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133770944.000000 Penalty: 232283.140625
Iteration 172Q: 68 clusters Score -1.337709e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 49845 members 
Mstep: Class 3 contains 5856 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 8 contains 22967 members 
Mstep: Class 9 contains 190964 members 
Mstep: Class 10 contains 26564 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 17115 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176123 members 
Mstep: Class 18 contains 7735 members 
Mstep: Class 19 contains 51979 members 
Mstep: Class 20 contains 4686 members 
Mstep: Class 21 contains 10452 members 
Mstep: Class 22 contains 6433 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11441 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74643 members 
Mstep: Class 27 contains 105288 members 
Mstep: Class 28 contains 10720 members 
Mstep: Class 29 contains 42773 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8578 members 
Mstep: Class 34 contains 36397 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 12377 members 
Mstep: Class 37 contains 12681 members 
Mstep: Class 38 contains 10760 members 
Mstep: Class 39 contains 4058 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16525 members 
Mstep: Class 42 contains 24263 members 
Mstep: Class 43 contains 826 members 
Mstep: Class 44 contains 504 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5502 members 
Mstep: Class 47 contains 6252 members 
Mstep: Class 48 contains 17385 members 
Mstep: Class 49 contains 7798 members 
Mstep: Class 50 contains 5465 members 
Mstep: Class 51 contains 31749 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9862 members 
Mstep: Class 55 contains 13288 members 
Mstep: Class 56 contains 4265 members 
Mstep: Class 57 contains 11563 members 
Mstep: Class 58 contains 24984 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5472 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 484 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1380 members 
Mstep: Class 67 contains 17832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771208.000000 Penalty: 232283.140625
Iteration 173Q: 68 clusters Score -1.337712e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 49841 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 22969 members 
Mstep: Class 9 contains 190955 members 
Mstep: Class 10 contains 26549 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 17108 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176117 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 51975 members 
Mstep: Class 20 contains 4683 members 
Mstep: Class 21 contains 10418 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11448 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74598 members 
Mstep: Class 27 contains 105335 members 
Mstep: Class 28 contains 10722 members 
Mstep: Class 29 contains 42636 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8577 members 
Mstep: Class 34 contains 36402 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 12371 members 
Mstep: Class 37 contains 12686 members 
Mstep: Class 38 contains 10759 members 
Mstep: Class 39 contains 4057 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16519 members 
Mstep: Class 42 contains 24370 members 
Mstep: Class 43 contains 824 members 
Mstep: Class 44 contains 504 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17390 members 
Mstep: Class 49 contains 7798 members 
Mstep: Class 50 contains 5466 members 
Mstep: Class 51 contains 31767 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9865 members 
Mstep: Class 55 contains 13380 members 
Mstep: Class 56 contains 4266 members 
Mstep: Class 57 contains 11569 members 
Mstep: Class 58 contains 24992 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5469 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 480 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1386 members 
Mstep: Class 67 contains 17810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771368.000000 Penalty: 232283.140625
Iteration 174Q: 68 clusters Score -1.337714e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 49850 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7916 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 22971 members 
Mstep: Class 9 contains 190954 members 
Mstep: Class 10 contains 26524 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 17101 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176108 members 
Mstep: Class 18 contains 7745 members 
Mstep: Class 19 contains 51971 members 
Mstep: Class 20 contains 4677 members 
Mstep: Class 21 contains 10371 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11455 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74538 members 
Mstep: Class 27 contains 105405 members 
Mstep: Class 28 contains 10723 members 
Mstep: Class 29 contains 42492 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8573 members 
Mstep: Class 34 contains 36404 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 12369 members 
Mstep: Class 37 contains 12684 members 
Mstep: Class 38 contains 10764 members 
Mstep: Class 39 contains 4057 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16508 members 
Mstep: Class 42 contains 24476 members 
Mstep: Class 43 contains 822 members 
Mstep: Class 44 contains 504 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6250 members 
Mstep: Class 48 contains 17395 members 
Mstep: Class 49 contains 7799 members 
Mstep: Class 50 contains 5466 members 
Mstep: Class 51 contains 31770 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9867 members 
Mstep: Class 55 contains 13475 members 
Mstep: Class 56 contains 4267 members 
Mstep: Class 57 contains 11581 members 
Mstep: Class 58 contains 25002 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5468 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 470 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1398 members 
Mstep: Class 67 contains 17800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771568.000000 Penalty: 232283.140625
Iteration 175Q: 68 clusters Score -1.337716e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 49871 members 
Mstep: Class 3 contains 5849 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 22973 members 
Mstep: Class 9 contains 190927 members 
Mstep: Class 10 contains 26505 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 17099 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176102 members 
Mstep: Class 18 contains 7748 members 
Mstep: Class 19 contains 51970 members 
Mstep: Class 20 contains 4674 members 
Mstep: Class 21 contains 10325 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11465 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74491 members 
Mstep: Class 27 contains 105480 members 
Mstep: Class 28 contains 10725 members 
Mstep: Class 29 contains 42359 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8570 members 
Mstep: Class 34 contains 36403 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 12368 members 
Mstep: Class 37 contains 12683 members 
Mstep: Class 38 contains 10762 members 
Mstep: Class 39 contains 4057 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16502 members 
Mstep: Class 42 contains 24582 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 504 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17400 members 
Mstep: Class 49 contains 7800 members 
Mstep: Class 50 contains 5466 members 
Mstep: Class 51 contains 31769 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9865 members 
Mstep: Class 55 contains 13544 members 
Mstep: Class 56 contains 4267 members 
Mstep: Class 57 contains 11592 members 
Mstep: Class 58 contains 25011 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5467 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 460 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1409 members 
Mstep: Class 67 contains 17796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771592.000000 Penalty: 232283.140625
Iteration 176Q: 68 clusters Score -1.337716e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 49874 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7930 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 22972 members 
Mstep: Class 9 contains 190917 members 
Mstep: Class 10 contains 26492 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 17096 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176090 members 
Mstep: Class 18 contains 7760 members 
Mstep: Class 19 contains 51968 members 
Mstep: Class 20 contains 4675 members 
Mstep: Class 21 contains 10269 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11471 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74448 members 
Mstep: Class 27 contains 105550 members 
Mstep: Class 28 contains 10727 members 
Mstep: Class 29 contains 42248 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8566 members 
Mstep: Class 34 contains 36402 members 
Mstep: Class 35 contains 4037 members 
Mstep: Class 36 contains 12368 members 
Mstep: Class 37 contains 12683 members 
Mstep: Class 38 contains 10762 members 
Mstep: Class 39 contains 4056 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16499 members 
Mstep: Class 42 contains 24657 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 503 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17413 members 
Mstep: Class 49 contains 7799 members 
Mstep: Class 50 contains 5466 members 
Mstep: Class 51 contains 31765 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9867 members 
Mstep: Class 55 contains 13605 members 
Mstep: Class 56 contains 4268 members 
Mstep: Class 57 contains 11602 members 
Mstep: Class 58 contains 25019 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5466 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 453 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1417 members 
Mstep: Class 67 contains 17795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771600.000000 Penalty: 232283.140625
Iteration 177Q: 68 clusters Score -1.337716e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 49872 members 
Mstep: Class 3 contains 5841 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7933 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 22973 members 
Mstep: Class 9 contains 190913 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 17094 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176087 members 
Mstep: Class 18 contains 7768 members 
Mstep: Class 19 contains 51968 members 
Mstep: Class 20 contains 4676 members 
Mstep: Class 21 contains 10209 members 
Mstep: Class 22 contains 6409 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11475 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74411 members 
Mstep: Class 27 contains 105612 members 
Mstep: Class 28 contains 10726 members 
Mstep: Class 29 contains 42160 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8563 members 
Mstep: Class 34 contains 36395 members 
Mstep: Class 35 contains 4036 members 
Mstep: Class 36 contains 12370 members 
Mstep: Class 37 contains 12688 members 
Mstep: Class 38 contains 10763 members 
Mstep: Class 39 contains 4056 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16495 members 
Mstep: Class 42 contains 24718 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 503 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6250 members 
Mstep: Class 48 contains 17421 members 
Mstep: Class 49 contains 7801 members 
Mstep: Class 50 contains 5465 members 
Mstep: Class 51 contains 31770 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9868 members 
Mstep: Class 55 contains 13657 members 
Mstep: Class 56 contains 4270 members 
Mstep: Class 57 contains 11616 members 
Mstep: Class 58 contains 25027 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5470 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 448 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1422 members 
Mstep: Class 67 contains 17792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771520.000000 Penalty: 232283.140625
Iteration 178Q: 68 clusters Score -1.337715e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 49886 members 
Mstep: Class 3 contains 5839 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7935 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 22971 members 
Mstep: Class 9 contains 190921 members 
Mstep: Class 10 contains 26454 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 17087 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176084 members 
Mstep: Class 18 contains 7776 members 
Mstep: Class 19 contains 51968 members 
Mstep: Class 20 contains 4677 members 
Mstep: Class 21 contains 10160 members 
Mstep: Class 22 contains 6405 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11477 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74370 members 
Mstep: Class 27 contains 105659 members 
Mstep: Class 28 contains 10727 members 
Mstep: Class 29 contains 42090 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8558 members 
Mstep: Class 34 contains 36391 members 
Mstep: Class 35 contains 4036 members 
Mstep: Class 36 contains 12367 members 
Mstep: Class 37 contains 12689 members 
Mstep: Class 38 contains 10763 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16493 members 
Mstep: Class 42 contains 24789 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 503 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17424 members 
Mstep: Class 49 contains 7801 members 
Mstep: Class 50 contains 5465 members 
Mstep: Class 51 contains 31758 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9872 members 
Mstep: Class 55 contains 13695 members 
Mstep: Class 56 contains 4272 members 
Mstep: Class 57 contains 11620 members 
Mstep: Class 58 contains 25033 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5467 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 787 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1425 members 
Mstep: Class 67 contains 17797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771488.000000 Penalty: 232283.140625
Iteration 179Q: 68 clusters Score -1.337715e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 49893 members 
Mstep: Class 3 contains 5840 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 22971 members 
Mstep: Class 9 contains 190919 members 
Mstep: Class 10 contains 26442 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 17078 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176080 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 51967 members 
Mstep: Class 20 contains 4672 members 
Mstep: Class 21 contains 10088 members 
Mstep: Class 22 contains 6400 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11477 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74337 members 
Mstep: Class 27 contains 105720 members 
Mstep: Class 28 contains 10728 members 
Mstep: Class 29 contains 41997 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8559 members 
Mstep: Class 34 contains 36389 members 
Mstep: Class 35 contains 4034 members 
Mstep: Class 36 contains 12364 members 
Mstep: Class 37 contains 12690 members 
Mstep: Class 38 contains 10764 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16482 members 
Mstep: Class 42 contains 24861 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 503 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17425 members 
Mstep: Class 49 contains 7802 members 
Mstep: Class 50 contains 5465 members 
Mstep: Class 51 contains 31754 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9875 members 
Mstep: Class 55 contains 13751 members 
Mstep: Class 56 contains 4272 members 
Mstep: Class 57 contains 11627 members 
Mstep: Class 58 contains 25042 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5465 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 442 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1427 members 
Mstep: Class 67 contains 17823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771464.000000 Penalty: 232283.140625
Iteration 180F: 68 clusters Score -1.337715e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 49894 members 
Mstep: Class 3 contains 5839 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 22971 members 
Mstep: Class 9 contains 190923 members 
Mstep: Class 10 contains 26431 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 17068 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176080 members 
Mstep: Class 18 contains 7785 members 
Mstep: Class 19 contains 51965 members 
Mstep: Class 20 contains 4671 members 
Mstep: Class 21 contains 10006 members 
Mstep: Class 22 contains 6402 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11480 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74320 members 
Mstep: Class 27 contains 105743 members 
Mstep: Class 28 contains 10729 members 
Mstep: Class 29 contains 41911 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 36388 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 12365 members 
Mstep: Class 37 contains 12686 members 
Mstep: Class 38 contains 10763 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16470 members 
Mstep: Class 42 contains 24939 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 503 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17438 members 
Mstep: Class 49 contains 7803 members 
Mstep: Class 50 contains 5465 members 
Mstep: Class 51 contains 31746 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9879 members 
Mstep: Class 55 contains 13803 members 
Mstep: Class 56 contains 4272 members 
Mstep: Class 57 contains 11638 members 
Mstep: Class 58 contains 25054 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5465 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 439 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1430 members 
Mstep: Class 67 contains 17852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771576.000000 Penalty: 232283.140625
Iteration 181Q: 68 clusters Score -1.337716e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 49891 members 
Mstep: Class 3 contains 5839 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7943 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 22969 members 
Mstep: Class 9 contains 190924 members 
Mstep: Class 10 contains 26426 members 
Mstep: Class 11 contains 9185 members 
Mstep: Class 12 contains 17061 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176073 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 51964 members 
Mstep: Class 20 contains 4670 members 
Mstep: Class 21 contains 9918 members 
Mstep: Class 22 contains 6402 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11481 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74300 members 
Mstep: Class 27 contains 105785 members 
Mstep: Class 28 contains 10732 members 
Mstep: Class 29 contains 41830 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8551 members 
Mstep: Class 34 contains 36386 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 12370 members 
Mstep: Class 37 contains 12681 members 
Mstep: Class 38 contains 10764 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16458 members 
Mstep: Class 42 contains 25001 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 503 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5504 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17450 members 
Mstep: Class 49 contains 7804 members 
Mstep: Class 50 contains 5466 members 
Mstep: Class 51 contains 31748 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9881 members 
Mstep: Class 55 contains 13868 members 
Mstep: Class 56 contains 4272 members 
Mstep: Class 57 contains 11647 members 
Mstep: Class 58 contains 25064 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5464 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 433 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1436 members 
Mstep: Class 67 contains 17868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771528.000000 Penalty: 232283.140625
Iteration 182Q: 68 clusters Score -1.337715e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 49883 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7941 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 22971 members 
Mstep: Class 9 contains 190932 members 
Mstep: Class 10 contains 26419 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 17053 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176072 members 
Mstep: Class 18 contains 7801 members 
Mstep: Class 19 contains 51964 members 
Mstep: Class 20 contains 4668 members 
Mstep: Class 21 contains 9848 members 
Mstep: Class 22 contains 6402 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11482 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74282 members 
Mstep: Class 27 contains 105823 members 
Mstep: Class 28 contains 10732 members 
Mstep: Class 29 contains 41744 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8548 members 
Mstep: Class 34 contains 36383 members 
Mstep: Class 35 contains 4025 members 
Mstep: Class 36 contains 12370 members 
Mstep: Class 37 contains 12679 members 
Mstep: Class 38 contains 10768 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16436 members 
Mstep: Class 42 contains 25080 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5505 members 
Mstep: Class 47 contains 6251 members 
Mstep: Class 48 contains 17460 members 
Mstep: Class 49 contains 7804 members 
Mstep: Class 50 contains 5468 members 
Mstep: Class 51 contains 31738 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9886 members 
Mstep: Class 55 contains 13938 members 
Mstep: Class 56 contains 4272 members 
Mstep: Class 57 contains 11646 members 
Mstep: Class 58 contains 25071 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5464 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 426 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1444 members 
Mstep: Class 67 contains 17882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771624.000000 Penalty: 232283.140625
Iteration 183Q: 68 clusters Score -1.337716e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 49865 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7944 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 22970 members 
Mstep: Class 9 contains 190956 members 
Mstep: Class 10 contains 26409 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 17049 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176068 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 51965 members 
Mstep: Class 20 contains 4668 members 
Mstep: Class 21 contains 9787 members 
Mstep: Class 22 contains 6402 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11481 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74266 members 
Mstep: Class 27 contains 105843 members 
Mstep: Class 28 contains 10732 members 
Mstep: Class 29 contains 41675 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8548 members 
Mstep: Class 34 contains 36379 members 
Mstep: Class 35 contains 4025 members 
Mstep: Class 36 contains 12379 members 
Mstep: Class 37 contains 12677 members 
Mstep: Class 38 contains 10772 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16412 members 
Mstep: Class 42 contains 25155 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5505 members 
Mstep: Class 47 contains 6252 members 
Mstep: Class 48 contains 17466 members 
Mstep: Class 49 contains 7805 members 
Mstep: Class 50 contains 5468 members 
Mstep: Class 51 contains 31734 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9887 members 
Mstep: Class 55 contains 14002 members 
Mstep: Class 56 contains 4273 members 
Mstep: Class 57 contains 11646 members 
Mstep: Class 58 contains 25084 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5466 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 423 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1447 members 
Mstep: Class 67 contains 17872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771712.000000 Penalty: 232283.140625
Iteration 184Q: 68 clusters Score -1.337717e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 49867 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7945 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 22970 members 
Mstep: Class 9 contains 190965 members 
Mstep: Class 10 contains 26392 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 17039 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176067 members 
Mstep: Class 18 contains 7813 members 
Mstep: Class 19 contains 51965 members 
Mstep: Class 20 contains 4666 members 
Mstep: Class 21 contains 9730 members 
Mstep: Class 22 contains 6403 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11480 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74236 members 
Mstep: Class 27 contains 105877 members 
Mstep: Class 28 contains 10732 members 
Mstep: Class 29 contains 41612 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8553 members 
Mstep: Class 34 contains 36376 members 
Mstep: Class 35 contains 4024 members 
Mstep: Class 36 contains 12387 members 
Mstep: Class 37 contains 12674 members 
Mstep: Class 38 contains 10772 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16394 members 
Mstep: Class 42 contains 25224 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5505 members 
Mstep: Class 47 contains 6253 members 
Mstep: Class 48 contains 17465 members 
Mstep: Class 49 contains 7805 members 
Mstep: Class 50 contains 5468 members 
Mstep: Class 51 contains 31721 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9888 members 
Mstep: Class 55 contains 14066 members 
Mstep: Class 56 contains 4275 members 
Mstep: Class 57 contains 11648 members 
Mstep: Class 58 contains 25094 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5466 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 418 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1452 members 
Mstep: Class 67 contains 17880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771776.000000 Penalty: 232283.140625
Iteration 185Q: 68 clusters Score -1.337718e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 49853 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 22969 members 
Mstep: Class 9 contains 190965 members 
Mstep: Class 10 contains 26382 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 17028 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176063 members 
Mstep: Class 18 contains 7817 members 
Mstep: Class 19 contains 51963 members 
Mstep: Class 20 contains 4662 members 
Mstep: Class 21 contains 9686 members 
Mstep: Class 22 contains 6398 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11484 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74209 members 
Mstep: Class 27 contains 105906 members 
Mstep: Class 28 contains 10733 members 
Mstep: Class 29 contains 41565 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8550 members 
Mstep: Class 34 contains 36373 members 
Mstep: Class 35 contains 4025 members 
Mstep: Class 36 contains 12388 members 
Mstep: Class 37 contains 12675 members 
Mstep: Class 38 contains 10770 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16368 members 
Mstep: Class 42 contains 25290 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5505 members 
Mstep: Class 47 contains 6254 members 
Mstep: Class 48 contains 17476 members 
Mstep: Class 49 contains 7806 members 
Mstep: Class 50 contains 5468 members 
Mstep: Class 51 contains 31712 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9890 members 
Mstep: Class 55 contains 14134 members 
Mstep: Class 56 contains 4276 members 
Mstep: Class 57 contains 11652 members 
Mstep: Class 58 contains 25106 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5467 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 411 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1459 members 
Mstep: Class 67 contains 17881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771784.000000 Penalty: 232283.140625
Iteration 186Q: 68 clusters Score -1.337718e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 49857 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 22967 members 
Mstep: Class 9 contains 190964 members 
Mstep: Class 10 contains 26369 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 17023 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176060 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 51962 members 
Mstep: Class 20 contains 4661 members 
Mstep: Class 21 contains 9649 members 
Mstep: Class 22 contains 6395 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11487 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74182 members 
Mstep: Class 27 contains 105950 members 
Mstep: Class 28 contains 10733 members 
Mstep: Class 29 contains 41518 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8550 members 
Mstep: Class 34 contains 36370 members 
Mstep: Class 35 contains 4024 members 
Mstep: Class 36 contains 12387 members 
Mstep: Class 37 contains 12671 members 
Mstep: Class 38 contains 10770 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16351 members 
Mstep: Class 42 contains 25342 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5505 members 
Mstep: Class 47 contains 6254 members 
Mstep: Class 48 contains 17468 members 
Mstep: Class 49 contains 7807 members 
Mstep: Class 50 contains 5468 members 
Mstep: Class 51 contains 31697 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9892 members 
Mstep: Class 55 contains 14190 members 
Mstep: Class 56 contains 4278 members 
Mstep: Class 57 contains 11652 members 
Mstep: Class 58 contains 25114 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5469 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 399 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1470 members 
Mstep: Class 67 contains 17887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771976.000000 Penalty: 232283.140625
Iteration 187Q: 68 clusters Score -1.33772e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 49852 members 
Mstep: Class 3 contains 5834 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 22966 members 
Mstep: Class 9 contains 190968 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 17018 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176055 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 51962 members 
Mstep: Class 20 contains 4662 members 
Mstep: Class 21 contains 9625 members 
Mstep: Class 22 contains 6390 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11491 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74169 members 
Mstep: Class 27 contains 105992 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 41451 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8549 members 
Mstep: Class 34 contains 36373 members 
Mstep: Class 35 contains 4024 members 
Mstep: Class 36 contains 12382 members 
Mstep: Class 37 contains 12668 members 
Mstep: Class 38 contains 10767 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16339 members 
Mstep: Class 42 contains 25405 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5505 members 
Mstep: Class 47 contains 6254 members 
Mstep: Class 48 contains 17467 members 
Mstep: Class 49 contains 7808 members 
Mstep: Class 50 contains 5468 members 
Mstep: Class 51 contains 31670 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9894 members 
Mstep: Class 55 contains 14240 members 
Mstep: Class 56 contains 4279 members 
Mstep: Class 57 contains 11650 members 
Mstep: Class 58 contains 25124 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5468 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 386 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1483 members 
Mstep: Class 67 contains 17889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771864.000000 Penalty: 232283.140625
Iteration 188Q: 68 clusters Score -1.337719e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 49850 members 
Mstep: Class 3 contains 5833 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7956 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 22967 members 
Mstep: Class 9 contains 190979 members 
Mstep: Class 10 contains 26355 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 17016 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176053 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 51959 members 
Mstep: Class 20 contains 4663 members 
Mstep: Class 21 contains 9603 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11492 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74145 members 
Mstep: Class 27 contains 106027 members 
Mstep: Class 28 contains 10736 members 
Mstep: Class 29 contains 41399 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8548 members 
Mstep: Class 34 contains 36374 members 
Mstep: Class 35 contains 4024 members 
Mstep: Class 36 contains 12382 members 
Mstep: Class 37 contains 12663 members 
Mstep: Class 38 contains 10763 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16326 members 
Mstep: Class 42 contains 25458 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5505 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17467 members 
Mstep: Class 49 contains 7809 members 
Mstep: Class 50 contains 5469 members 
Mstep: Class 51 contains 31655 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9895 members 
Mstep: Class 55 contains 14283 members 
Mstep: Class 56 contains 4281 members 
Mstep: Class 57 contains 11646 members 
Mstep: Class 58 contains 25134 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5467 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 374 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1496 members 
Mstep: Class 67 contains 17877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772032.000000 Penalty: 232283.140625
Iteration 189Q: 68 clusters Score -1.33772e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 49832 members 
Mstep: Class 3 contains 5833 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 22967 members 
Mstep: Class 9 contains 190986 members 
Mstep: Class 10 contains 26346 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 17017 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176048 members 
Mstep: Class 18 contains 7832 members 
Mstep: Class 19 contains 51957 members 
Mstep: Class 20 contains 4662 members 
Mstep: Class 21 contains 9580 members 
Mstep: Class 22 contains 6390 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11493 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74138 members 
Mstep: Class 27 contains 106062 members 
Mstep: Class 28 contains 10738 members 
Mstep: Class 29 contains 41358 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8549 members 
Mstep: Class 34 contains 36371 members 
Mstep: Class 35 contains 4024 members 
Mstep: Class 36 contains 12385 members 
Mstep: Class 37 contains 12664 members 
Mstep: Class 38 contains 10764 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16311 members 
Mstep: Class 42 contains 25496 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5505 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17474 members 
Mstep: Class 49 contains 7809 members 
Mstep: Class 50 contains 5469 members 
Mstep: Class 51 contains 31642 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9893 members 
Mstep: Class 55 contains 14332 members 
Mstep: Class 56 contains 4283 members 
Mstep: Class 57 contains 11637 members 
Mstep: Class 58 contains 25144 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5465 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 367 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1503 members 
Mstep: Class 67 contains 17862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772128.000000 Penalty: 232283.140625
Iteration 190Q: 68 clusters Score -1.337721e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 49831 members 
Mstep: Class 3 contains 5834 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 22966 members 
Mstep: Class 9 contains 191001 members 
Mstep: Class 10 contains 26338 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 17015 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176044 members 
Mstep: Class 18 contains 7842 members 
Mstep: Class 19 contains 51957 members 
Mstep: Class 20 contains 4661 members 
Mstep: Class 21 contains 9562 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 11497 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74120 members 
Mstep: Class 27 contains 106097 members 
Mstep: Class 28 contains 10742 members 
Mstep: Class 29 contains 41313 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8550 members 
Mstep: Class 34 contains 36370 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 12388 members 
Mstep: Class 37 contains 12661 members 
Mstep: Class 38 contains 10762 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16294 members 
Mstep: Class 42 contains 25527 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5504 members 
Mstep: Class 47 contains 6254 members 
Mstep: Class 48 contains 17474 members 
Mstep: Class 49 contains 7810 members 
Mstep: Class 50 contains 5469 members 
Mstep: Class 51 contains 31626 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9896 members 
Mstep: Class 55 contains 14379 members 
Mstep: Class 56 contains 4284 members 
Mstep: Class 57 contains 11633 members 
Mstep: Class 58 contains 25154 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5464 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 363 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1507 members 
Mstep: Class 67 contains 17840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772080.000000 Penalty: 232283.140625
Iteration 191Q: 68 clusters Score -1.337721e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 49822 members 
Mstep: Class 3 contains 5836 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2927 members 
Mstep: Class 8 contains 22966 members 
Mstep: Class 9 contains 191013 members 
Mstep: Class 10 contains 26332 members 
Mstep: Class 11 contains 9185 members 
Mstep: Class 12 contains 17009 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176041 members 
Mstep: Class 18 contains 7849 members 
Mstep: Class 19 contains 51956 members 
Mstep: Class 20 contains 4660 members 
Mstep: Class 21 contains 9549 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11498 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74113 members 
Mstep: Class 27 contains 106117 members 
Mstep: Class 28 contains 10743 members 
Mstep: Class 29 contains 41292 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8548 members 
Mstep: Class 34 contains 36368 members 
Mstep: Class 35 contains 4023 members 
Mstep: Class 36 contains 12389 members 
Mstep: Class 37 contains 12660 members 
Mstep: Class 38 contains 10761 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16267 members 
Mstep: Class 42 contains 25571 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5504 members 
Mstep: Class 47 contains 6254 members 
Mstep: Class 48 contains 17465 members 
Mstep: Class 49 contains 7811 members 
Mstep: Class 50 contains 5469 members 
Mstep: Class 51 contains 31601 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9897 members 
Mstep: Class 55 contains 14420 members 
Mstep: Class 56 contains 4285 members 
Mstep: Class 57 contains 11629 members 
Mstep: Class 58 contains 25165 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5465 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 361 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1509 members 
Mstep: Class 67 contains 17832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772040.000000 Penalty: 232283.140625
Iteration 192Q: 68 clusters Score -1.33772e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 49819 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7972 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2927 members 
Mstep: Class 8 contains 22965 members 
Mstep: Class 9 contains 191030 members 
Mstep: Class 10 contains 26322 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 17001 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176038 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 51955 members 
Mstep: Class 20 contains 4658 members 
Mstep: Class 21 contains 9536 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11501 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74093 members 
Mstep: Class 27 contains 106155 members 
Mstep: Class 28 contains 10744 members 
Mstep: Class 29 contains 41274 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8547 members 
Mstep: Class 34 contains 36369 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 12392 members 
Mstep: Class 37 contains 12659 members 
Mstep: Class 38 contains 10761 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16238 members 
Mstep: Class 42 contains 25608 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17468 members 
Mstep: Class 49 contains 7811 members 
Mstep: Class 50 contains 5469 members 
Mstep: Class 51 contains 31580 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9898 members 
Mstep: Class 55 contains 14457 members 
Mstep: Class 56 contains 4285 members 
Mstep: Class 57 contains 11626 members 
Mstep: Class 58 contains 25175 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5464 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 358 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1512 members 
Mstep: Class 67 contains 17813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772224.000000 Penalty: 232283.140625
Iteration 193Q: 68 clusters Score -1.337722e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 49812 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7974 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 22966 members 
Mstep: Class 9 contains 191021 members 
Mstep: Class 10 contains 26321 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 16996 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176033 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 19 contains 51954 members 
Mstep: Class 20 contains 4655 members 
Mstep: Class 21 contains 9523 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11505 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74087 members 
Mstep: Class 27 contains 106199 members 
Mstep: Class 28 contains 10746 members 
Mstep: Class 29 contains 41247 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8549 members 
Mstep: Class 34 contains 36368 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 12394 members 
Mstep: Class 37 contains 12659 members 
Mstep: Class 38 contains 10761 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16211 members 
Mstep: Class 42 contains 25642 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17468 members 
Mstep: Class 49 contains 7811 members 
Mstep: Class 50 contains 5469 members 
Mstep: Class 51 contains 31560 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9897 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 4285 members 
Mstep: Class 57 contains 11621 members 
Mstep: Class 58 contains 25184 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5464 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 354 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1516 members 
Mstep: Class 67 contains 17796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772472.000000 Penalty: 232283.140625
Iteration 194Q: 68 clusters Score -1.337725e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 49814 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7979 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 22964 members 
Mstep: Class 9 contains 191024 members 
Mstep: Class 10 contains 26314 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 16991 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176031 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 51954 members 
Mstep: Class 20 contains 4654 members 
Mstep: Class 21 contains 9504 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11509 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74075 members 
Mstep: Class 27 contains 106239 members 
Mstep: Class 28 contains 10746 members 
Mstep: Class 29 contains 41210 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8549 members 
Mstep: Class 34 contains 36370 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 12395 members 
Mstep: Class 37 contains 12659 members 
Mstep: Class 38 contains 10761 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16194 members 
Mstep: Class 42 contains 25674 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 502 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17465 members 
Mstep: Class 49 contains 7811 members 
Mstep: Class 50 contains 5471 members 
Mstep: Class 51 contains 31547 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9897 members 
Mstep: Class 55 contains 14527 members 
Mstep: Class 56 contains 4285 members 
Mstep: Class 57 contains 11623 members 
Mstep: Class 58 contains 25188 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5464 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 347 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1523 members 
Mstep: Class 67 contains 17776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772256.000000 Penalty: 232283.140625
Iteration 195Q: 68 clusters Score -1.337723e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 49809 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 22965 members 
Mstep: Class 9 contains 191024 members 
Mstep: Class 10 contains 26305 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 16990 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176029 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 51955 members 
Mstep: Class 20 contains 4651 members 
Mstep: Class 21 contains 9495 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11512 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74055 members 
Mstep: Class 27 contains 106275 members 
Mstep: Class 28 contains 10746 members 
Mstep: Class 29 contains 41189 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8549 members 
Mstep: Class 34 contains 36366 members 
Mstep: Class 35 contains 4021 members 
Mstep: Class 36 contains 12397 members 
Mstep: Class 37 contains 12658 members 
Mstep: Class 38 contains 10761 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16186 members 
Mstep: Class 42 contains 25702 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 501 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17464 members 
Mstep: Class 49 contains 7811 members 
Mstep: Class 50 contains 5471 members 
Mstep: Class 51 contains 31540 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9898 members 
Mstep: Class 55 contains 14552 members 
Mstep: Class 56 contains 4285 members 
Mstep: Class 57 contains 11615 members 
Mstep: Class 58 contains 25198 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5464 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1527 members 
Mstep: Class 67 contains 17760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772304.000000 Penalty: 232283.140625
Iteration 196Q: 68 clusters Score -1.337723e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 49811 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 22967 members 
Mstep: Class 9 contains 191036 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 9190 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176025 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 51954 members 
Mstep: Class 20 contains 4650 members 
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Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11514 members 
Mstep: Class 25 contains 5005 members 
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Mstep: Class 27 contains 106300 members 
Mstep: Class 28 contains 10746 members 
Mstep: Class 29 contains 41172 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8549 members 
Mstep: Class 34 contains 36364 members 
Mstep: Class 35 contains 4021 members 
Mstep: Class 36 contains 12396 members 
Mstep: Class 37 contains 12656 members 
Mstep: Class 38 contains 10760 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16175 members 
Mstep: Class 42 contains 25726 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 501 members 
Mstep: Class 45 contains 945 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17464 members 
Mstep: Class 49 contains 7811 members 
Mstep: Class 50 contains 5470 members 
Mstep: Class 51 contains 31527 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9900 members 
Mstep: Class 55 contains 14581 members 
Mstep: Class 56 contains 4286 members 
Mstep: Class 57 contains 11612 members 
Mstep: Class 58 contains 25204 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5464 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 340 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1531 members 
Mstep: Class 67 contains 17747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772520.000000 Penalty: 232283.140625
Iteration 197Q: 68 clusters Score -1.337725e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 49808 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7983 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 22965 members 
Mstep: Class 9 contains 191037 members 
Mstep: Class 10 contains 26298 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 16989 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176025 members 
Mstep: Class 18 contains 7878 members 
Mstep: Class 19 contains 51953 members 
Mstep: Class 20 contains 4649 members 
Mstep: Class 21 contains 9477 members 
Mstep: Class 22 contains 6385 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11514 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 74013 members 
Mstep: Class 27 contains 106329 members 
Mstep: Class 28 contains 10747 members 
Mstep: Class 29 contains 41155 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8549 members 
Mstep: Class 34 contains 36363 members 
Mstep: Class 35 contains 4021 members 
Mstep: Class 36 contains 12397 members 
Mstep: Class 37 contains 12657 members 
Mstep: Class 38 contains 10759 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16165 members 
Mstep: Class 42 contains 25753 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 501 members 
Mstep: Class 45 contains 946 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17461 members 
Mstep: Class 49 contains 7811 members 
Mstep: Class 50 contains 5470 members 
Mstep: Class 51 contains 31516 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9901 members 
Mstep: Class 55 contains 14608 members 
Mstep: Class 56 contains 4286 members 
Mstep: Class 57 contains 11612 members 
Mstep: Class 58 contains 25209 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5464 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 338 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1532 members 
Mstep: Class 67 contains 17735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772568.000000 Penalty: 232283.140625
Iteration 198Q: 68 clusters Score -1.337726e+08 nChanged 221
Entering ConstructFrom: 
Score: -133772568.000000 Penalty: 232283.140625
Entering ConstructFrom: 
Trying to split cluster 1 (14952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Entering Unmasked Estep 
Score: -1716351.250000 Penalty: 2383.924805
	Iteration 0F: 2 clusters Score -1716351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1705525.875000 Penalty: 4767.849609
	Iteration 0F: 3 clusters Score -1705526 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1709124.125000 Penalty: 4767.849609
	Iteration 1F: 3 clusters Score -1709124 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1709692.500000 Penalty: 4767.849609
	Iteration 2F: 3 clusters Score -1709692 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1710243.750000 Penalty: 4767.849609
	Iteration 3F: 3 clusters Score -1710244 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1710817.125000 Penalty: 4767.849609
	Iteration 4F: 3 clusters Score -1710817 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1711375.375000 Penalty: 4767.849609
	Iteration 5F: 3 clusters Score -1711375 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1711901.375000 Penalty: 4767.849609
	Iteration 6F: 3 clusters Score -1711901 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1712425.750000 Penalty: 4767.849609
	Iteration 7F: 3 clusters Score -1712426 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1712865.500000 Penalty: 4767.849609
	Iteration 8Q: 3 clusters Score -1712866 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1713199.250000 Penalty: 4767.849609
	Iteration 9Q: 3 clusters Score -1713199 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1713424.125000 Penalty: 4767.849609
	Iteration 10Q: 3 clusters Score -1713424 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1713569.625000 Penalty: 4767.849609
	Iteration 11Q: 3 clusters Score -1713570 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1713684.875000 Penalty: 4767.849609
	Iteration 12Q: 3 clusters Score -1713685 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1713785.125000 Penalty: 4767.849609
	Iteration 13Q: 3 clusters Score -1713785 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1713868.375000 Penalty: 4767.849609
	Iteration 14Q: 3 clusters Score -1713868 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1713955.875000 Penalty: 4767.849609
	Iteration 15Q: 3 clusters Score -1713956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1714031.625000 Penalty: 4767.849609
	Iteration 16Q: 3 clusters Score -1714032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1714082.750000 Penalty: 4767.849609
	Iteration 17Q: 3 clusters Score -1714083 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1714125.625000 Penalty: 4767.849609
	Iteration 18Q: 3 clusters Score -1714126 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1714161.250000 Penalty: 4767.849609
	Iteration 19Q: 3 clusters Score -1714161 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1714187.375000 Penalty: 4767.849609
	Iteration 20F: 3 clusters Score -1714187 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1714210.125000 Penalty: 4767.849609
	Iteration 21Q: 3 clusters Score -1714210 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1714228.750000 Penalty: 4767.849609
	Iteration 22Q: 3 clusters Score -1714229 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1714238.875000 Penalty: 4767.849609
	Iteration 23Q: 3 clusters Score -1714239 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1714254.250000 Penalty: 4767.849609
	Iteration 24Q: 3 clusters Score -1714254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1714258.875000 Penalty: 4767.849609
	Iteration 25Q: 3 clusters Score -1714259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1714262.375000 Penalty: 4767.849609
	Iteration 26Q: 3 clusters Score -1714262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1714270.000000 Penalty: 4767.849609
	Iteration 27Q: 3 clusters Score -1714270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1714277.125000 Penalty: 4767.849609
	Iteration 28Q: 3 clusters Score -1714277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1714275.250000 Penalty: 4767.849609
	Iteration 29Q: 3 clusters Score -1714275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1714276.125000 Penalty: 4767.849609
	Iteration 30Q: 3 clusters Score -1714276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1714285.000000 Penalty: 4767.849609
	Iteration 31Q: 3 clusters Score -1714285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1714286.750000 Penalty: 4767.849609
	Iteration 32Q: 3 clusters Score -1714287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1714284.750000 Penalty: 4767.849609
	Iteration 33Q: 3 clusters Score -1714285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1714287.125000 Penalty: 4767.849609
	Iteration 34Q: 3 clusters Score -1714287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1714293.500000 Penalty: 4767.849609
	Iteration 35Q: 3 clusters Score -1714294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1714292.500000 Penalty: 4767.849609
	Iteration 36Q: 3 clusters Score -1714292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1714297.250000 Penalty: 4767.849609
	Iteration 37Q: 3 clusters Score -1714297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1714295.125000 Penalty: 4767.849609
	Iteration 38Q: 3 clusters Score -1714295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1714297.625000 Penalty: 4767.849609
	Iteration 39Q: 3 clusters Score -1714298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1714303.250000 Penalty: 4767.849609
	Iteration 40F: 3 clusters Score -1714303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1714301.125000 Penalty: 4767.849609
	Iteration 41Q: 3 clusters Score -1714301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1714304.375000 Penalty: 4767.849609
	Iteration 42Q: 3 clusters Score -1714304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1714307.625000 Penalty: 4767.849609
	Iteration 43Q: 3 clusters Score -1714308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1714304.250000 Penalty: 4767.849609
	Iteration 44Q: 3 clusters Score -1714304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1714309.875000 Penalty: 4767.849609
	Iteration 45Q: 3 clusters Score -1714310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1714309.750000 Penalty: 4767.849609
	Iteration 46Q: 3 clusters Score -1714310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1714315.625000 Penalty: 4767.849609
	Iteration 47Q: 3 clusters Score -1714316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1714315.875000 Penalty: 4767.849609
	Iteration 48Q: 3 clusters Score -1714316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1714315.750000 Penalty: 4767.849609
	Iteration 49Q: 3 clusters Score -1714316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1714316.000000 Penalty: 4767.849609
	Iteration 50Q: 3 clusters Score -1714316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1714322.000000 Penalty: 4767.849609
	Iteration 51Q: 3 clusters Score -1714322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1714323.625000 Penalty: 4767.849609
	Iteration 52Q: 3 clusters Score -1714324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1714323.875000 Penalty: 4767.849609
	Iteration 53Q: 3 clusters Score -1714324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1714325.000000 Penalty: 4767.849609
	Iteration 54Q: 3 clusters Score -1714325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1714329.125000 Penalty: 4767.849609
	Iteration 55Q: 3 clusters Score -1714329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1714327.375000 Penalty: 4767.849609
	Iteration 56Q: 3 clusters Score -1714327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1714331.250000 Penalty: 4767.849609
	Iteration 57Q: 3 clusters Score -1714331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1714329.250000 Penalty: 4767.849609
	Iteration 58Q: 3 clusters Score -1714329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1714327.125000 Penalty: 4767.849609
	Iteration 59Q: 3 clusters Score -1714327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1714325.750000 Penalty: 4767.849609
	Iteration 60F: 3 clusters Score -1714326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1714327.500000 Penalty: 4767.849609
	Iteration 61Q: 3 clusters Score -1714328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1714328.000000 Penalty: 4767.849609
	Iteration 62Q: 3 clusters Score -1714328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1714325.875000 Penalty: 4767.849609
	Iteration 63Q: 3 clusters Score -1714326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1714324.375000 Penalty: 4767.849609
	Iteration 64Q: 3 clusters Score -1714324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1714324.125000 Penalty: 4767.849609
	Iteration 65Q: 3 clusters Score -1714324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1714321.125000 Penalty: 4767.849609
	Iteration 66Q: 3 clusters Score -1714321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1714321.250000 Penalty: 4767.849609
	Iteration 67Q: 3 clusters Score -1714321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1714320.750000 Penalty: 4767.849609
	Iteration 68Q: 3 clusters Score -1714321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1714319.375000 Penalty: 4767.849609
	Iteration 69Q: 3 clusters Score -1714319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1714319.000000 Penalty: 4767.849609
	Iteration 70Q: 3 clusters Score -1714319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1714321.125000 Penalty: 4767.849609
	Iteration 71Q: 3 clusters Score -1714321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1714321.125000 Penalty: 4767.849609
	Iteration 72F: 3 clusters Score -1714321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Entering Unmasked Estep 
Score: -5341512.000000 Penalty: 2682.355957
	Iteration 0F: 2 clusters Score -5341512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -5307853.000000 Penalty: 5364.711914
	Iteration 0F: 3 clusters Score -5307853 nChanged 23061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5321056.500000 Penalty: 5364.711914
	Iteration 1F: 3 clusters Score -5321056 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -5322447.000000 Penalty: 5364.711914
	Iteration 2F: 3 clusters Score -5322447 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -5324118.500000 Penalty: 5364.711914
	Iteration 3F: 3 clusters Score -5324118 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -5326125.500000 Penalty: 5364.711914
	Iteration 4F: 3 clusters Score -5326126 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5328407.500000 Penalty: 5364.711914
	Iteration 5F: 3 clusters Score -5328408 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -5330832.500000 Penalty: 5364.711914
	Iteration 6F: 3 clusters Score -5330832 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -5333372.500000 Penalty: 5364.711914
	Iteration 7F: 3 clusters Score -5333372 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -5335367.500000 Penalty: 5364.711914
	Iteration 8F: 3 clusters Score -5335368 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -5336806.000000 Penalty: 5364.711914
	Iteration 9Q: 3 clusters Score -5336806 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -5337744.500000 Penalty: 5364.711914
	Iteration 10Q: 3 clusters Score -5337744 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5338355.500000 Penalty: 5364.711914
	Iteration 11Q: 3 clusters Score -5338356 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5338805.500000 Penalty: 5364.711914
	Iteration 12Q: 3 clusters Score -5338806 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5339092.000000 Penalty: 5364.711914
	Iteration 13Q: 3 clusters Score -5339092 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5339296.500000 Penalty: 5364.711914
	Iteration 14Q: 3 clusters Score -5339296 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5339404.000000 Penalty: 5364.711914
	Iteration 15Q: 3 clusters Score -5339404 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5339477.000000 Penalty: 5364.711914
	Iteration 16Q: 3 clusters Score -5339477 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5339571.500000 Penalty: 5364.711914
	Iteration 17Q: 3 clusters Score -5339572 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5339644.000000 Penalty: 5364.711914
	Iteration 18Q: 3 clusters Score -5339644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5339680.500000 Penalty: 5364.711914
	Iteration 19Q: 3 clusters Score -5339680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5339720.000000 Penalty: 5364.711914
	Iteration 20F: 3 clusters Score -5339720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5339765.500000 Penalty: 5364.711914
	Iteration 21Q: 3 clusters Score -5339766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5339786.000000 Penalty: 5364.711914
	Iteration 22Q: 3 clusters Score -5339786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5339811.000000 Penalty: 5364.711914
	Iteration 23Q: 3 clusters Score -5339811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5339826.500000 Penalty: 5364.711914
	Iteration 24Q: 3 clusters Score -5339826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5339845.500000 Penalty: 5364.711914
	Iteration 25Q: 3 clusters Score -5339846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5339864.500000 Penalty: 5364.711914
	Iteration 26Q: 3 clusters Score -5339864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5339868.000000 Penalty: 5364.711914
	Iteration 27Q: 3 clusters Score -5339868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5339880.500000 Penalty: 5364.711914
	Iteration 28Q: 3 clusters Score -5339880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5339888.000000 Penalty: 5364.711914
	Iteration 29Q: 3 clusters Score -5339888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5339897.500000 Penalty: 5364.711914
	Iteration 30Q: 3 clusters Score -5339898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5339905.000000 Penalty: 5364.711914
	Iteration 31Q: 3 clusters Score -5339905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5339910.000000 Penalty: 5364.711914
	Iteration 32Q: 3 clusters Score -5339910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5339919.000000 Penalty: 5364.711914
	Iteration 33Q: 3 clusters Score -5339919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5339919.500000 Penalty: 5364.711914
	Iteration 34Q: 3 clusters Score -5339920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5339929.500000 Penalty: 5364.711914
	Iteration 35Q: 3 clusters Score -5339930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5339933.500000 Penalty: 5364.711914
	Iteration 36Q: 3 clusters Score -5339934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5339940.000000 Penalty: 5364.711914
	Iteration 37Q: 3 clusters Score -5339940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5339955.000000 Penalty: 5364.711914
	Iteration 38Q: 3 clusters Score -5339955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5339975.500000 Penalty: 5364.711914
	Iteration 39Q: 3 clusters Score -5339976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5340013.500000 Penalty: 5364.711914
	Iteration 40F: 3 clusters Score -5340014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5340020.000000 Penalty: 5364.711914
	Iteration 41Q: 3 clusters Score -5340020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5340047.500000 Penalty: 5364.711914
	Iteration 42Q: 3 clusters Score -5340048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5340063.000000 Penalty: 5364.711914
	Iteration 43Q: 3 clusters Score -5340063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5340083.000000 Penalty: 5364.711914
	Iteration 44Q: 3 clusters Score -5340083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5340092.500000 Penalty: 5364.711914
	Iteration 45Q: 3 clusters Score -5340092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5340099.500000 Penalty: 5364.711914
	Iteration 46Q: 3 clusters Score -5340100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5340124.000000 Penalty: 5364.711914
	Iteration 47Q: 3 clusters Score -5340124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5340133.500000 Penalty: 5364.711914
	Iteration 48Q: 3 clusters Score -5340134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5340144.000000 Penalty: 5364.711914
	Iteration 49Q: 3 clusters Score -5340144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5340143.000000 Penalty: 5364.711914
	Iteration 50Q: 3 clusters Score -5340143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5340146.500000 Penalty: 5364.711914
	Iteration 51Q: 3 clusters Score -5340146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5340151.000000 Penalty: 5364.711914
	Iteration 52Q: 3 clusters Score -5340151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5340148.000000 Penalty: 5364.711914
	Iteration 53Q: 3 clusters Score -5340148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5340144.500000 Penalty: 5364.711914
	Iteration 54Q: 3 clusters Score -5340144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5340150.000000 Penalty: 5364.711914
	Iteration 55Q: 3 clusters Score -5340150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5340157.500000 Penalty: 5364.711914
	Iteration 56Q: 3 clusters Score -5340158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5340152.000000 Penalty: 5364.711914
	Iteration 57Q: 3 clusters Score -5340152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5340154.500000 Penalty: 5364.711914
	Iteration 58Q: 3 clusters Score -5340154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5340154.500000 Penalty: 5364.711914
	Iteration 59Q: 3 clusters Score -5340154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5340154.000000 Penalty: 5364.711914
	Iteration 60F: 3 clusters Score -5340154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5340155.500000 Penalty: 5364.711914
	Iteration 61Q: 3 clusters Score -5340156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5340155.500000 Penalty: 5364.711914
	Iteration 62Q: 3 clusters Score -5340156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5340157.500000 Penalty: 5364.711914
	Iteration 63Q: 3 clusters Score -5340158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5340157.000000 Penalty: 5364.711914
	Iteration 64Q: 3 clusters Score -5340157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5340167.000000 Penalty: 5364.711914
	Iteration 65Q: 3 clusters Score -5340167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5340176.000000 Penalty: 5364.711914
	Iteration 66Q: 3 clusters Score -5340176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5340170.000000 Penalty: 5364.711914
	Iteration 67Q: 3 clusters Score -5340170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5340170.000000 Penalty: 5364.711914
	Iteration 68Q: 3 clusters Score -5340170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5340166.500000 Penalty: 5364.711914
	Iteration 69Q: 3 clusters Score -5340166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5340161.500000 Penalty: 5364.711914
	Iteration 70Q: 3 clusters Score -5340162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5340176.500000 Penalty: 5364.711914
	Iteration 71Q: 3 clusters Score -5340176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5340181.000000 Penalty: 5364.711914
	Iteration 72Q: 3 clusters Score -5340181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5340183.000000 Penalty: 5364.711914
	Iteration 73Q: 3 clusters Score -5340183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5340198.000000 Penalty: 5364.711914
	Iteration 74Q: 3 clusters Score -5340198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5340200.500000 Penalty: 5364.711914
	Iteration 75Q: 3 clusters Score -5340200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5340196.500000 Penalty: 5364.711914
	Iteration 76Q: 3 clusters Score -5340196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5340195.500000 Penalty: 5364.711914
	Iteration 77Q: 3 clusters Score -5340196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5340199.500000 Penalty: 5364.711914
	Iteration 78Q: 3 clusters Score -5340200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5340207.000000 Penalty: 5364.711914
	Iteration 79Q: 3 clusters Score -5340207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5340206.500000 Penalty: 5364.711914
	Iteration 80F: 3 clusters Score -5340206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5340217.000000 Penalty: 5364.711914
	Iteration 81Q: 3 clusters Score -5340217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5340224.500000 Penalty: 5364.711914
	Iteration 82Q: 3 clusters Score -5340224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5340225.500000 Penalty: 5364.711914
	Iteration 83Q: 3 clusters Score -5340226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5340228.000000 Penalty: 5364.711914
	Iteration 84Q: 3 clusters Score -5340228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5340233.000000 Penalty: 5364.711914
	Iteration 85Q: 3 clusters Score -5340233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5340234.000000 Penalty: 5364.711914
	Iteration 86Q: 3 clusters Score -5340234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5340237.500000 Penalty: 5364.711914
	Iteration 87Q: 3 clusters Score -5340238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5340244.500000 Penalty: 5364.711914
	Iteration 88Q: 3 clusters Score -5340244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5340250.000000 Penalty: 5364.711914
	Iteration 89Q: 3 clusters Score -5340250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5340244.000000 Penalty: 5364.711914
	Iteration 90Q: 3 clusters Score -5340244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5340239.000000 Penalty: 5364.711914
	Iteration 91Q: 3 clusters Score -5340239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5340245.000000 Penalty: 5364.711914
	Iteration 92Q: 3 clusters Score -5340245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5340244.000000 Penalty: 5364.711914
	Iteration 93Q: 3 clusters Score -5340244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5340249.500000 Penalty: 5364.711914
	Iteration 94Q: 3 clusters Score -5340250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5340252.000000 Penalty: 5364.711914
	Iteration 95Q: 3 clusters Score -5340252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5340252.000000 Penalty: 5364.711914
	Iteration 96F: 3 clusters Score -5340252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Entering Unmasked Estep 
Score: -661911.187500 Penalty: 2150.649170
	Iteration 0F: 2 clusters Score -661911.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -656902.750000 Penalty: 4301.298340
	Iteration 0F: 3 clusters Score -656902.8 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -658147.125000 Penalty: 4301.298340
	Iteration 1F: 3 clusters Score -658147.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -658404.187500 Penalty: 4301.298340
	Iteration 2F: 3 clusters Score -658404.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -658567.000000 Penalty: 4301.298340
	Iteration 3F: 3 clusters Score -658567 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -658712.687500 Penalty: 4301.298340
	Iteration 4Q: 3 clusters Score -658712.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -658852.187500 Penalty: 4301.298340
	Iteration 5Q: 3 clusters Score -658852.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -658983.812500 Penalty: 4301.298340
	Iteration 6Q: 3 clusters Score -658983.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -659085.312500 Penalty: 4301.298340
	Iteration 7Q: 3 clusters Score -659085.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -659166.500000 Penalty: 4301.298340
	Iteration 8Q: 3 clusters Score -659166.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -659231.250000 Penalty: 4301.298340
	Iteration 9Q: 3 clusters Score -659231.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -659301.250000 Penalty: 4301.298340
	Iteration 10Q: 3 clusters Score -659301.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -659362.312500 Penalty: 4301.298340
	Iteration 11Q: 3 clusters Score -659362.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -659427.437500 Penalty: 4301.298340
	Iteration 12Q: 3 clusters Score -659427.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -659492.250000 Penalty: 4301.298340
	Iteration 13Q: 3 clusters Score -659492.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -659552.375000 Penalty: 4301.298340
	Iteration 14Q: 3 clusters Score -659552.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -659607.062500 Penalty: 4301.298340
	Iteration 15Q: 3 clusters Score -659607.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -659655.250000 Penalty: 4301.298340
	Iteration 16Q: 3 clusters Score -659655.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -659691.812500 Penalty: 4301.298340
	Iteration 17Q: 3 clusters Score -659691.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -659729.562500 Penalty: 4301.298340
	Iteration 18Q: 3 clusters Score -659729.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -659758.812500 Penalty: 4301.298340
	Iteration 19Q: 3 clusters Score -659758.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -659780.750000 Penalty: 4301.298340
	Iteration 20F: 3 clusters Score -659780.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -659792.562500 Penalty: 4301.298340
	Iteration 21Q: 3 clusters Score -659792.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -659801.375000 Penalty: 4301.298340
	Iteration 22Q: 3 clusters Score -659801.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -659808.687500 Penalty: 4301.298340
	Iteration 23Q: 3 clusters Score -659808.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -659812.437500 Penalty: 4301.298340
	Iteration 24Q: 3 clusters Score -659812.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -659816.375000 Penalty: 4301.298340
	Iteration 25Q: 3 clusters Score -659816.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -659819.375000 Penalty: 4301.298340
	Iteration 26Q: 3 clusters Score -659819.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -659824.250000 Penalty: 4301.298340
	Iteration 27Q: 3 clusters Score -659824.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -659827.187500 Penalty: 4301.298340
	Iteration 28Q: 3 clusters Score -659827.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -659831.000000 Penalty: 4301.298340
	Iteration 29Q: 3 clusters Score -659831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -659837.250000 Penalty: 4301.298340
	Iteration 30Q: 3 clusters Score -659837.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -659839.687500 Penalty: 4301.298340
	Iteration 31Q: 3 clusters Score -659839.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -659842.375000 Penalty: 4301.298340
	Iteration 32Q: 3 clusters Score -659842.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -659844.250000 Penalty: 4301.298340
	Iteration 33Q: 3 clusters Score -659844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -659846.750000 Penalty: 4301.298340
	Iteration 34Q: 3 clusters Score -659846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -659850.375000 Penalty: 4301.298340
	Iteration 35Q: 3 clusters Score -659850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -659853.000000 Penalty: 4301.298340
	Iteration 36Q: 3 clusters Score -659853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -659853.812500 Penalty: 4301.298340
	Iteration 37Q: 3 clusters Score -659853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -659857.875000 Penalty: 4301.298340
	Iteration 38Q: 3 clusters Score -659857.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -659861.875000 Penalty: 4301.298340
	Iteration 39Q: 3 clusters Score -659861.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -659864.437500 Penalty: 4301.298340
	Iteration 40F: 3 clusters Score -659864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -659864.437500 Penalty: 4301.298340
	Iteration 41Q: 3 clusters Score -659864.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -659868.625000 Penalty: 4301.298340
	Iteration 42Q: 3 clusters Score -659868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -659869.500000 Penalty: 4301.298340
	Iteration 43Q: 3 clusters Score -659869.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -659871.375000 Penalty: 4301.298340
	Iteration 44Q: 3 clusters Score -659871.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -659875.250000 Penalty: 4301.298340
	Iteration 45Q: 3 clusters Score -659875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -659878.625000 Penalty: 4301.298340
	Iteration 46Q: 3 clusters Score -659878.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -659879.250000 Penalty: 4301.298340
	Iteration 47Q: 3 clusters Score -659879.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -659883.312500 Penalty: 4301.298340
	Iteration 48Q: 3 clusters Score -659883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -659883.562500 Penalty: 4301.298340
	Iteration 49Q: 3 clusters Score -659883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -659887.250000 Penalty: 4301.298340
	Iteration 50Q: 3 clusters Score -659887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -659887.750000 Penalty: 4301.298340
	Iteration 51Q: 3 clusters Score -659887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -659891.625000 Penalty: 4301.298340
	Iteration 52Q: 3 clusters Score -659891.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -659894.937500 Penalty: 4301.298340
	Iteration 53Q: 3 clusters Score -659894.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -659899.187500 Penalty: 4301.298340
	Iteration 54Q: 3 clusters Score -659899.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -659903.750000 Penalty: 4301.298340
	Iteration 55Q: 3 clusters Score -659903.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -659906.937500 Penalty: 4301.298340
	Iteration 56Q: 3 clusters Score -659906.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -659911.312500 Penalty: 4301.298340
	Iteration 57Q: 3 clusters Score -659911.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -659914.937500 Penalty: 4301.298340
	Iteration 58Q: 3 clusters Score -659914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -659917.875000 Penalty: 4301.298340
	Iteration 59Q: 3 clusters Score -659917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -659919.812500 Penalty: 4301.298340
	Iteration 60F: 3 clusters Score -659919.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -659925.000000 Penalty: 4301.298340
	Iteration 61Q: 3 clusters Score -659925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -659926.875000 Penalty: 4301.298340
	Iteration 62Q: 3 clusters Score -659926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -659931.000000 Penalty: 4301.298340
	Iteration 63Q: 3 clusters Score -659931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -659933.375000 Penalty: 4301.298340
	Iteration 64Q: 3 clusters Score -659933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -659936.937500 Penalty: 4301.298340
	Iteration 65Q: 3 clusters Score -659936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -659938.562500 Penalty: 4301.298340
	Iteration 66Q: 3 clusters Score -659938.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -659944.437500 Penalty: 4301.298340
	Iteration 67Q: 3 clusters Score -659944.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -659948.437500 Penalty: 4301.298340
	Iteration 68Q: 3 clusters Score -659948.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -659952.625000 Penalty: 4301.298340
	Iteration 69Q: 3 clusters Score -659952.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -659955.812500 Penalty: 4301.298340
	Iteration 70Q: 3 clusters Score -659955.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -659960.812500 Penalty: 4301.298340
	Iteration 71Q: 3 clusters Score -659960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -659963.937500 Penalty: 4301.298340
	Iteration 72Q: 3 clusters Score -659963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -659967.000000 Penalty: 4301.298340
	Iteration 73Q: 3 clusters Score -659967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -659970.250000 Penalty: 4301.298340
	Iteration 74Q: 3 clusters Score -659970.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -659973.062500 Penalty: 4301.298340
	Iteration 75Q: 3 clusters Score -659973.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -659977.125000 Penalty: 4301.298340
	Iteration 76Q: 3 clusters Score -659977.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -659979.625000 Penalty: 4301.298340
	Iteration 77Q: 3 clusters Score -659979.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -659985.562500 Penalty: 4301.298340
	Iteration 78Q: 3 clusters Score -659985.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -659989.625000 Penalty: 4301.298340
	Iteration 79Q: 3 clusters Score -659989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -659994.125000 Penalty: 4301.298340
	Iteration 80F: 3 clusters Score -659994.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -659997.812500 Penalty: 4301.298340
	Iteration 81Q: 3 clusters Score -659997.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -660003.625000 Penalty: 4301.298340
	Iteration 82Q: 3 clusters Score -660003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -660005.375000 Penalty: 4301.298340
	Iteration 83Q: 3 clusters Score -660005.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -660009.750000 Penalty: 4301.298340
	Iteration 84Q: 3 clusters Score -660009.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -660011.937500 Penalty: 4301.298340
	Iteration 85Q: 3 clusters Score -660011.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -660013.437500 Penalty: 4301.298340
	Iteration 86Q: 3 clusters Score -660013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -660016.937500 Penalty: 4301.298340
	Iteration 87Q: 3 clusters Score -660016.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -660020.187500 Penalty: 4301.298340
	Iteration 88Q: 3 clusters Score -660020.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -660023.625000 Penalty: 4301.298340
	Iteration 89Q: 3 clusters Score -660023.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -660028.125000 Penalty: 4301.298340
	Iteration 90Q: 3 clusters Score -660028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -660030.375000 Penalty: 4301.298340
	Iteration 91Q: 3 clusters Score -660030.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -660032.875000 Penalty: 4301.298340
	Iteration 92Q: 3 clusters Score -660032.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -660037.437500 Penalty: 4301.298340
	Iteration 93Q: 3 clusters Score -660037.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -660038.437500 Penalty: 4301.298340
	Iteration 94Q: 3 clusters Score -660038.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -660043.000000 Penalty: 4301.298340
	Iteration 95Q: 3 clusters Score -660043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -660045.687500 Penalty: 4301.298340
	Iteration 96Q: 3 clusters Score -660045.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -660048.750000 Penalty: 4301.298340
	Iteration 97Q: 3 clusters Score -660048.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -660055.187500 Penalty: 4301.298340
	Iteration 98Q: 3 clusters Score -660055.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -660061.937500 Penalty: 4301.298340
	Iteration 99Q: 3 clusters Score -660061.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -660066.437500 Penalty: 4301.298340
	Iteration 100F: 3 clusters Score -660066.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -660077.500000 Penalty: 4301.298340
	Iteration 101Q: 3 clusters Score -660077.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -660094.000000 Penalty: 4301.298340
	Iteration 102Q: 3 clusters Score -660094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -660110.000000 Penalty: 4301.298340
	Iteration 103Q: 3 clusters Score -660110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -660129.937500 Penalty: 4301.298340
	Iteration 104Q: 3 clusters Score -660129.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -660148.625000 Penalty: 4301.298340
	Iteration 105Q: 3 clusters Score -660148.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -660173.187500 Penalty: 4301.298340
	Iteration 106Q: 3 clusters Score -660173.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -660211.187500 Penalty: 4301.298340
	Iteration 107Q: 3 clusters Score -660211.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -660260.812500 Penalty: 4301.298340
	Iteration 108Q: 3 clusters Score -660260.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -660327.062500 Penalty: 4301.298340
	Iteration 109Q: 3 clusters Score -660327.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -660380.187500 Penalty: 4301.298340
	Iteration 110Q: 3 clusters Score -660380.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -660434.625000 Penalty: 4301.298340
	Iteration 111Q: 3 clusters Score -660434.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -660475.500000 Penalty: 4301.298340
	Iteration 112Q: 3 clusters Score -660475.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -660515.812500 Penalty: 4301.298340
	Iteration 113Q: 3 clusters Score -660515.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -660552.375000 Penalty: 4301.298340
	Iteration 114Q: 3 clusters Score -660552.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -660577.625000 Penalty: 4301.298340
	Iteration 115Q: 3 clusters Score -660577.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -660599.250000 Penalty: 4301.298340
	Iteration 116Q: 3 clusters Score -660599.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -660611.125000 Penalty: 4301.298340
	Iteration 117Q: 3 clusters Score -660611.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -660622.562500 Penalty: 4301.298340
	Iteration 118Q: 3 clusters Score -660622.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -660635.812500 Penalty: 4301.298340
	Iteration 119Q: 3 clusters Score -660635.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -660649.000000 Penalty: 4301.298340
	Iteration 120F: 3 clusters Score -660649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -660663.437500 Penalty: 4301.298340
	Iteration 121Q: 3 clusters Score -660663.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -660671.937500 Penalty: 4301.298340
	Iteration 122Q: 3 clusters Score -660671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -660675.937500 Penalty: 4301.298340
	Iteration 123Q: 3 clusters Score -660675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -660677.687500 Penalty: 4301.298340
	Iteration 124Q: 3 clusters Score -660677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -660678.250000 Penalty: 4301.298340
	Iteration 125Q: 3 clusters Score -660678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -660678.250000 Penalty: 4301.298340
	Iteration 126F: 3 clusters Score -660678.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -316726.718750 Penalty: 1911.128418
	Iteration 0F: 2 clusters Score -316726.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -313993.218750 Penalty: 3822.256836
	Iteration 0F: 3 clusters Score -313993.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -315112.937500 Penalty: 3822.256836
	Iteration 1F: 3 clusters Score -315112.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -315684.656250 Penalty: 3822.256836
	Iteration 2F: 3 clusters Score -315684.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -316054.593750 Penalty: 3822.256836
	Iteration 3F: 3 clusters Score -316054.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -316374.281250 Penalty: 3822.256836
	Iteration 4F: 3 clusters Score -316374.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -316641.625000 Penalty: 3822.256836
	Iteration 5F: 3 clusters Score -316641.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -316800.718750 Penalty: 3822.256836
	Iteration 6Q: 3 clusters Score -316800.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -316888.468750 Penalty: 3822.256836
	Iteration 7Q: 3 clusters Score -316888.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -316933.750000 Penalty: 3822.256836
	Iteration 8Q: 3 clusters Score -316933.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -316973.031250 Penalty: 3822.256836
	Iteration 9Q: 3 clusters Score -316973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -316998.375000 Penalty: 3822.256836
	Iteration 10Q: 3 clusters Score -316998.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -317019.375000 Penalty: 3822.256836
	Iteration 11Q: 3 clusters Score -317019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -317031.843750 Penalty: 3822.256836
	Iteration 12Q: 3 clusters Score -317031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -317041.531250 Penalty: 3822.256836
	Iteration 13Q: 3 clusters Score -317041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -317044.281250 Penalty: 3822.256836
	Iteration 14Q: 3 clusters Score -317044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -317046.875000 Penalty: 3822.256836
	Iteration 15Q: 3 clusters Score -317046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -317050.562500 Penalty: 3822.256836
	Iteration 16Q: 3 clusters Score -317050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -317052.187500 Penalty: 3822.256836
	Iteration 17Q: 3 clusters Score -317052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -317052.437500 Penalty: 3822.256836
	Iteration 18Q: 3 clusters Score -317052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -317054.156250 Penalty: 3822.256836
	Iteration 19Q: 3 clusters Score -317054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -317054.156250 Penalty: 3822.256836
	Iteration 20F: 3 clusters Score -317054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 49809 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 22966 members 
Mstep: Class 9 contains 191029 members 
Mstep: Class 10 contains 26296 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 16992 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176025 members 
Mstep: Class 18 contains 7886 members 
Mstep: Class 19 contains 51951 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 9473 members 
Mstep: Class 22 contains 6385 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11514 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 73997 members 
Mstep: Class 27 contains 106361 members 
Mstep: Class 28 contains 10747 members 
Mstep: Class 29 contains 41136 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8545 members 
Mstep: Class 34 contains 36365 members 
Mstep: Class 35 contains 4021 members 
Mstep: Class 36 contains 12395 members 
Mstep: Class 37 contains 12656 members 
Mstep: Class 38 contains 10755 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16160 members 
Mstep: Class 42 contains 25767 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 501 members 
Mstep: Class 45 contains 944 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17459 members 
Mstep: Class 49 contains 7811 members 
Mstep: Class 50 contains 5470 members 
Mstep: Class 51 contains 31519 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9901 members 
Mstep: Class 55 contains 14628 members 
Mstep: Class 56 contains 4286 members 
Mstep: Class 57 contains 11610 members 
Mstep: Class 58 contains 25211 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5465 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 335 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1535 members 
Mstep: Class 67 contains 17717 members 
Mstep: Class 68 contains 1366 members 
Entering Unmasked Estep 
Score: -133771208.000000 Penalty: 235750.062500
Splitting cluster 4 changes total score from -133772568.000000 to -133771208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Entering Unmasked Estep 
Score: -935562.312500 Penalty: 2228.390381
	Iteration 0F: 2 clusters Score -935562.3 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 3995 members 
Entering Unmasked Estep 
Score: -929188.500000 Penalty: 4456.780762
	Iteration 0F: 3 clusters Score -929188.5 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -930815.750000 Penalty: 4456.780762
	Iteration 1F: 3 clusters Score -930815.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -931058.125000 Penalty: 4456.780762
	Iteration 2F: 3 clusters Score -931058.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -931238.812500 Penalty: 4456.780762
	Iteration 3F: 3 clusters Score -931238.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -931384.812500 Penalty: 4456.780762
	Iteration 4Q: 3 clusters Score -931384.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -931526.937500 Penalty: 4456.780762
	Iteration 5Q: 3 clusters Score -931526.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -931689.375000 Penalty: 4456.780762
	Iteration 6Q: 3 clusters Score -931689.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -931936.562500 Penalty: 4456.780762
	Iteration 7Q: 3 clusters Score -931936.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -932241.562500 Penalty: 4456.780762
	Iteration 8F: 3 clusters Score -932241.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -932566.875000 Penalty: 4456.780762
	Iteration 9F: 3 clusters Score -932566.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -932879.250000 Penalty: 4456.780762
	Iteration 10F: 3 clusters Score -932879.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -933118.750000 Penalty: 4456.780762
	Iteration 11Q: 3 clusters Score -933118.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -933284.687500 Penalty: 4456.780762
	Iteration 12Q: 3 clusters Score -933284.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -933395.437500 Penalty: 4456.780762
	Iteration 13Q: 3 clusters Score -933395.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -933479.062500 Penalty: 4456.780762
	Iteration 14Q: 3 clusters Score -933479.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -933538.375000 Penalty: 4456.780762
	Iteration 15Q: 3 clusters Score -933538.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -933581.937500 Penalty: 4456.780762
	Iteration 16Q: 3 clusters Score -933581.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -933616.625000 Penalty: 4456.780762
	Iteration 17Q: 3 clusters Score -933616.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -933632.500000 Penalty: 4456.780762
	Iteration 18Q: 3 clusters Score -933632.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -933647.062500 Penalty: 4456.780762
	Iteration 19Q: 3 clusters Score -933647.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -933655.125000 Penalty: 4456.780762
	Iteration 20F: 3 clusters Score -933655.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -933661.500000 Penalty: 4456.780762
	Iteration 21Q: 3 clusters Score -933661.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -933666.750000 Penalty: 4456.780762
	Iteration 22Q: 3 clusters Score -933666.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -933671.437500 Penalty: 4456.780762
	Iteration 23Q: 3 clusters Score -933671.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -933673.500000 Penalty: 4456.780762
	Iteration 24Q: 3 clusters Score -933673.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -933678.562500 Penalty: 4456.780762
	Iteration 25Q: 3 clusters Score -933678.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -933679.437500 Penalty: 4456.780762
	Iteration 26Q: 3 clusters Score -933679.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -933682.750000 Penalty: 4456.780762
	Iteration 27Q: 3 clusters Score -933682.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -933683.437500 Penalty: 4456.780762
	Iteration 28Q: 3 clusters Score -933683.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -933687.750000 Penalty: 4456.780762
	Iteration 29Q: 3 clusters Score -933687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -933690.500000 Penalty: 4456.780762
	Iteration 30Q: 3 clusters Score -933690.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -933692.000000 Penalty: 4456.780762
	Iteration 31Q: 3 clusters Score -933692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -933695.125000 Penalty: 4456.780762
	Iteration 32Q: 3 clusters Score -933695.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -933697.687500 Penalty: 4456.780762
	Iteration 33Q: 3 clusters Score -933697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -933696.500000 Penalty: 4456.780762
	Iteration 34Q: 3 clusters Score -933696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -933695.187500 Penalty: 4456.780762
	Iteration 35Q: 3 clusters Score -933695.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -933699.062500 Penalty: 4456.780762
	Iteration 36Q: 3 clusters Score -933699.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -933699.500000 Penalty: 4456.780762
	Iteration 37Q: 3 clusters Score -933699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -933700.125000 Penalty: 4456.780762
	Iteration 38Q: 3 clusters Score -933700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -933700.750000 Penalty: 4456.780762
	Iteration 39Q: 3 clusters Score -933700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -933700.750000 Penalty: 4456.780762
	Iteration 40F: 3 clusters Score -933700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -264760.906250 Penalty: 1915.772339
	Iteration 0F: 2 clusters Score -264760.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -261922.015625 Penalty: 3831.544678
	Iteration 0F: 3 clusters Score -261922 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -262429.218750 Penalty: 3831.544678
	Iteration 1F: 3 clusters Score -262429.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262605.125000 Penalty: 3831.544678
	Iteration 2F: 3 clusters Score -262605.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -262731.343750 Penalty: 3831.544678
	Iteration 3F: 3 clusters Score -262731.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -262811.593750 Penalty: 3831.544678
	Iteration 4Q: 3 clusters Score -262811.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -262860.093750 Penalty: 3831.544678
	Iteration 5Q: 3 clusters Score -262860.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -262897.343750 Penalty: 3831.544678
	Iteration 6Q: 3 clusters Score -262897.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -262933.406250 Penalty: 3831.544678
	Iteration 7Q: 3 clusters Score -262933.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -262955.156250 Penalty: 3831.544678
	Iteration 8Q: 3 clusters Score -262955.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -262971.031250 Penalty: 3831.544678
	Iteration 9Q: 3 clusters Score -262971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -262984.625000 Penalty: 3831.544678
	Iteration 10Q: 3 clusters Score -262984.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -262993.812500 Penalty: 3831.544678
	Iteration 11Q: 3 clusters Score -262993.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -262998.812500 Penalty: 3831.544678
	Iteration 12Q: 3 clusters Score -262998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -263007.000000 Penalty: 3831.544678
	Iteration 13Q: 3 clusters Score -263007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -263014.781250 Penalty: 3831.544678
	Iteration 14Q: 3 clusters Score -263014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -263019.312500 Penalty: 3831.544678
	Iteration 15Q: 3 clusters Score -263019.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -263020.656250 Penalty: 3831.544678
	Iteration 16Q: 3 clusters Score -263020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -263022.562500 Penalty: 3831.544678
	Iteration 17Q: 3 clusters Score -263022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -263023.531250 Penalty: 3831.544678
	Iteration 18Q: 3 clusters Score -263023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -263023.531250 Penalty: 3831.544678
	Iteration 19F: 3 clusters Score -263023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -339538.156250 Penalty: 1979.639160
	Iteration 0F: 2 clusters Score -339538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -336397.906250 Penalty: 3959.278320
	Iteration 0F: 3 clusters Score -336397.9 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -337045.687500 Penalty: 3959.278320
	Iteration 1F: 3 clusters Score -337045.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -337208.156250 Penalty: 3959.278320
	Iteration 2F: 3 clusters Score -337208.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -337323.406250 Penalty: 3959.278320
	Iteration 3Q: 3 clusters Score -337323.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -337401.343750 Penalty: 3959.278320
	Iteration 4Q: 3 clusters Score -337401.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -337459.500000 Penalty: 3959.278320
	Iteration 5Q: 3 clusters Score -337459.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -337508.593750 Penalty: 3959.278320
	Iteration 6Q: 3 clusters Score -337508.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -337561.781250 Penalty: 3959.278320
	Iteration 7Q: 3 clusters Score -337561.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -337599.812500 Penalty: 3959.278320
	Iteration 8Q: 3 clusters Score -337599.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -337625.281250 Penalty: 3959.278320
	Iteration 9Q: 3 clusters Score -337625.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -337647.750000 Penalty: 3959.278320
	Iteration 10Q: 3 clusters Score -337647.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -337663.406250 Penalty: 3959.278320
	Iteration 11Q: 3 clusters Score -337663.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -337676.093750 Penalty: 3959.278320
	Iteration 12Q: 3 clusters Score -337676.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -337687.906250 Penalty: 3959.278320
	Iteration 13Q: 3 clusters Score -337687.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -337698.125000 Penalty: 3959.278320
	Iteration 14Q: 3 clusters Score -337698.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -337707.812500 Penalty: 3959.278320
	Iteration 15Q: 3 clusters Score -337707.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -337711.375000 Penalty: 3959.278320
	Iteration 16Q: 3 clusters Score -337711.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -337718.125000 Penalty: 3959.278320
	Iteration 17Q: 3 clusters Score -337718.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -337720.093750 Penalty: 3959.278320
	Iteration 18Q: 3 clusters Score -337720.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -337723.468750 Penalty: 3959.278320
	Iteration 19Q: 3 clusters Score -337723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -337724.906250 Penalty: 3959.278320
	Iteration 20F: 3 clusters Score -337724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -337727.312500 Penalty: 3959.278320
	Iteration 21Q: 3 clusters Score -337727.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -337727.937500 Penalty: 3959.278320
	Iteration 22Q: 3 clusters Score -337727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -337728.218750 Penalty: 3959.278320
	Iteration 23Q: 3 clusters Score -337728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -337729.406250 Penalty: 3959.278320
	Iteration 24Q: 3 clusters Score -337729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -337731.375000 Penalty: 3959.278320
	Iteration 25Q: 3 clusters Score -337731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -337735.031250 Penalty: 3959.278320
	Iteration 26Q: 3 clusters Score -337735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -337738.968750 Penalty: 3959.278320
	Iteration 27Q: 3 clusters Score -337739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -337741.500000 Penalty: 3959.278320
	Iteration 28Q: 3 clusters Score -337741.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -337744.625000 Penalty: 3959.278320
	Iteration 29Q: 3 clusters Score -337744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -337746.875000 Penalty: 3959.278320
	Iteration 30Q: 3 clusters Score -337746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -337747.187500 Penalty: 3959.278320
	Iteration 31Q: 3 clusters Score -337747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -337747.562500 Penalty: 3959.278320
	Iteration 32Q: 3 clusters Score -337747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -337748.343750 Penalty: 3959.278320
	Iteration 33Q: 3 clusters Score -337748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -337748.875000 Penalty: 3959.278320
	Iteration 34Q: 3 clusters Score -337748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -337749.156250 Penalty: 3959.278320
	Iteration 35Q: 3 clusters Score -337749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -337749.156250 Penalty: 3959.278320
	Iteration 36F: 3 clusters Score -337749.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Entering Unmasked Estep 
Score: -2709267.250000 Penalty: 2490.358887
	Iteration 0F: 2 clusters Score -2709267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2693366.000000 Penalty: 4980.717773
	Iteration 0F: 3 clusters Score -2693366 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2698828.750000 Penalty: 4980.717773
	Iteration 1F: 3 clusters Score -2698829 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2699423.750000 Penalty: 4980.717773
	Iteration 2F: 3 clusters Score -2699424 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2700065.250000 Penalty: 4980.717773
	Iteration 3F: 3 clusters Score -2700065 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2700836.000000 Penalty: 4980.717773
	Iteration 4F: 3 clusters Score -2700836 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2701649.000000 Penalty: 4980.717773
	Iteration 5F: 3 clusters Score -2701649 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2702503.500000 Penalty: 4980.717773
	Iteration 6F: 3 clusters Score -2702504 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2703433.250000 Penalty: 4980.717773
	Iteration 7F: 3 clusters Score -2703433 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2704447.500000 Penalty: 4980.717773
	Iteration 8F: 3 clusters Score -2704448 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2705457.250000 Penalty: 4980.717773
	Iteration 9F: 3 clusters Score -2705457 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2706313.500000 Penalty: 4980.717773
	Iteration 10Q: 3 clusters Score -2706314 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2706918.500000 Penalty: 4980.717773
	Iteration 11Q: 3 clusters Score -2706918 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2707366.250000 Penalty: 4980.717773
	Iteration 12Q: 3 clusters Score -2707366 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2707622.500000 Penalty: 4980.717773
	Iteration 13Q: 3 clusters Score -2707622 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2707753.250000 Penalty: 4980.717773
	Iteration 14Q: 3 clusters Score -2707753 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2707824.750000 Penalty: 4980.717773
	Iteration 15Q: 3 clusters Score -2707825 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2707867.750000 Penalty: 4980.717773
	Iteration 16Q: 3 clusters Score -2707868 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2707922.250000 Penalty: 4980.717773
	Iteration 17Q: 3 clusters Score -2707922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2707946.250000 Penalty: 4980.717773
	Iteration 18Q: 3 clusters Score -2707946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2707961.250000 Penalty: 4980.717773
	Iteration 19Q: 3 clusters Score -2707961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2707971.750000 Penalty: 4980.717773
	Iteration 20F: 3 clusters Score -2707972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2707984.750000 Penalty: 4980.717773
	Iteration 21Q: 3 clusters Score -2707985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2707997.000000 Penalty: 4980.717773
	Iteration 22Q: 3 clusters Score -2707997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2708001.750000 Penalty: 4980.717773
	Iteration 23Q: 3 clusters Score -2708002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2708014.500000 Penalty: 4980.717773
	Iteration 24Q: 3 clusters Score -2708014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2708017.750000 Penalty: 4980.717773
	Iteration 25Q: 3 clusters Score -2708018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2708016.500000 Penalty: 4980.717773
	Iteration 26Q: 3 clusters Score -2708016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2708022.500000 Penalty: 4980.717773
	Iteration 27Q: 3 clusters Score -2708022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2708022.250000 Penalty: 4980.717773
	Iteration 28Q: 3 clusters Score -2708022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2708024.250000 Penalty: 4980.717773
	Iteration 29Q: 3 clusters Score -2708024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2708024.250000 Penalty: 4980.717773
	Iteration 30Q: 3 clusters Score -2708024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2708028.000000 Penalty: 4980.717773
	Iteration 31Q: 3 clusters Score -2708028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2708026.000000 Penalty: 4980.717773
	Iteration 32Q: 3 clusters Score -2708026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2708025.000000 Penalty: 4980.717773
	Iteration 33Q: 3 clusters Score -2708025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2708025.750000 Penalty: 4980.717773
	Iteration 34Q: 3 clusters Score -2708026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2708027.000000 Penalty: 4980.717773
	Iteration 35Q: 3 clusters Score -2708027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2708027.250000 Penalty: 4980.717773
	Iteration 36Q: 3 clusters Score -2708027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2708025.500000 Penalty: 4980.717773
	Iteration 37Q: 3 clusters Score -2708026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2708029.500000 Penalty: 4980.717773
	Iteration 38Q: 3 clusters Score -2708030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2708028.750000 Penalty: 4980.717773
	Iteration 39Q: 3 clusters Score -2708029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2708032.750000 Penalty: 4980.717773
	Iteration 40F: 3 clusters Score -2708033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2708031.000000 Penalty: 4980.717773
	Iteration 41Q: 3 clusters Score -2708031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2708030.250000 Penalty: 4980.717773
	Iteration 42Q: 3 clusters Score -2708030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2708030.250000 Penalty: 4980.717773
	Iteration 43F: 3 clusters Score -2708030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (191029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191029 members 
Entering Unmasked Estep 
Score: -22520502.000000 Penalty: 3015.724609
	Iteration 0F: 2 clusters Score -2.25205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -22395054.000000 Penalty: 6031.449219
	Iteration 0F: 3 clusters Score -2.239505e+07 nChanged 91874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -22448668.000000 Penalty: 6031.449219
	Iteration 1F: 3 clusters Score -2.244867e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -22449662.000000 Penalty: 6031.449219
	Iteration 2Q: 3 clusters Score -2.244966e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -22450982.000000 Penalty: 6031.449219
	Iteration 3Q: 3 clusters Score -2.245098e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -22452634.000000 Penalty: 6031.449219
	Iteration 4Q: 3 clusters Score -2.245263e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -22454906.000000 Penalty: 6031.449219
	Iteration 5Q: 3 clusters Score -2.245491e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 92275 members 
Entering Unmasked Estep 
Score: -22457656.000000 Penalty: 6031.449219
	Iteration 6Q: 3 clusters Score -2.245766e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100449 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -22461252.000000 Penalty: 6031.449219
	Iteration 7Q: 3 clusters Score -2.246125e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -22465844.000000 Penalty: 6031.449219
	Iteration 8Q: 3 clusters Score -2.246584e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -22471550.000000 Penalty: 6031.449219
	Iteration 9F: 3 clusters Score -2.247155e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106768 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -22478198.000000 Penalty: 6031.449219
	Iteration 10F: 3 clusters Score -2.24782e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -22484564.000000 Penalty: 6031.449219
	Iteration 11F: 3 clusters Score -2.248456e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -22489146.000000 Penalty: 6031.449219
	Iteration 12Q: 3 clusters Score -2.248915e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -22491728.000000 Penalty: 6031.449219
	Iteration 13Q: 3 clusters Score -2.249173e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -22492768.000000 Penalty: 6031.449219
	Iteration 14Q: 3 clusters Score -2.249277e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109164 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -22493356.000000 Penalty: 6031.449219
	Iteration 15Q: 3 clusters Score -2.249336e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109366 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -22493662.000000 Penalty: 6031.449219
	Iteration 16Q: 3 clusters Score -2.249366e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109601 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -22493930.000000 Penalty: 6031.449219
	Iteration 17Q: 3 clusters Score -2.249393e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109923 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -22494224.000000 Penalty: 6031.449219
	Iteration 18Q: 3 clusters Score -2.249422e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 80684 members 
Entering Unmasked Estep 
Score: -22494490.000000 Penalty: 6031.449219
	Iteration 19Q: 3 clusters Score -2.249449e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110815 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -22494696.000000 Penalty: 6031.449219
	Iteration 20F: 3 clusters Score -2.24947e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111293 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -22494864.000000 Penalty: 6031.449219
	Iteration 21Q: 3 clusters Score -2.249486e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111769 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -22495042.000000 Penalty: 6031.449219
	Iteration 22Q: 3 clusters Score -2.249504e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112292 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -22495164.000000 Penalty: 6031.449219
	Iteration 23Q: 3 clusters Score -2.249516e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112857 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -22495244.000000 Penalty: 6031.449219
	Iteration 24Q: 3 clusters Score -2.249524e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113437 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -22495334.000000 Penalty: 6031.449219
	Iteration 25Q: 3 clusters Score -2.249533e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -22495516.000000 Penalty: 6031.449219
	Iteration 26Q: 3 clusters Score -2.249552e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114887 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -22495650.000000 Penalty: 6031.449219
	Iteration 27Q: 3 clusters Score -2.249565e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
Score: -22495744.000000 Penalty: 6031.449219
	Iteration 28Q: 3 clusters Score -2.249574e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -22495844.000000 Penalty: 6031.449219
	Iteration 29Q: 3 clusters Score -2.249584e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -22495802.000000 Penalty: 6031.449219
	Iteration 30Q: 3 clusters Score -2.24958e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118342 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -22495940.000000 Penalty: 6031.449219
	Iteration 31Q: 3 clusters Score -2.249594e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119292 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -22496050.000000 Penalty: 6031.449219
	Iteration 32Q: 3 clusters Score -2.249605e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120373 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -22496140.000000 Penalty: 6031.449219
	Iteration 33Q: 3 clusters Score -2.249614e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121561 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -22496314.000000 Penalty: 6031.449219
	Iteration 34Q: 3 clusters Score -2.249631e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122825 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -22496412.000000 Penalty: 6031.449219
	Iteration 35Q: 3 clusters Score -2.249641e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124113 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -22496588.000000 Penalty: 6031.449219
	Iteration 36Q: 3 clusters Score -2.249659e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125429 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -22496752.000000 Penalty: 6031.449219
	Iteration 37Q: 3 clusters Score -2.249675e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -22497016.000000 Penalty: 6031.449219
	Iteration 38Q: 3 clusters Score -2.249702e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128336 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -22497308.000000 Penalty: 6031.449219
	Iteration 39Q: 3 clusters Score -2.249731e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130041 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -22497518.000000 Penalty: 6031.449219
	Iteration 40F: 3 clusters Score -2.249752e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -22497860.000000 Penalty: 6031.449219
	Iteration 41Q: 3 clusters Score -2.249786e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133916 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -22498146.000000 Penalty: 6031.449219
	Iteration 42Q: 3 clusters Score -2.249815e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135977 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -22498614.000000 Penalty: 6031.449219
	Iteration 43Q: 3 clusters Score -2.249861e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138115 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -22499116.000000 Penalty: 6031.449219
	Iteration 44Q: 3 clusters Score -2.249912e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140358 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -22499446.000000 Penalty: 6031.449219
	Iteration 45Q: 3 clusters Score -2.249945e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142622 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -22499920.000000 Penalty: 6031.449219
	Iteration 46Q: 3 clusters Score -2.249992e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145006 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -22500490.000000 Penalty: 6031.449219
	Iteration 47Q: 3 clusters Score -2.250049e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147524 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -22501178.000000 Penalty: 6031.449219
	Iteration 48Q: 3 clusters Score -2.250118e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150171 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -22501898.000000 Penalty: 6031.449219
	Iteration 49Q: 3 clusters Score -2.25019e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -22502832.000000 Penalty: 6031.449219
	Iteration 50Q: 3 clusters Score -2.250283e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155626 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -22503768.000000 Penalty: 6031.449219
	Iteration 51Q: 3 clusters Score -2.250377e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158488 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -22504798.000000 Penalty: 6031.449219
	Iteration 52Q: 3 clusters Score -2.25048e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161440 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -22505898.000000 Penalty: 6031.449219
	Iteration 53Q: 3 clusters Score -2.25059e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164375 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -22507032.000000 Penalty: 6031.449219
	Iteration 54Q: 3 clusters Score -2.250703e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167412 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -22508386.000000 Penalty: 6031.449219
	Iteration 55Q: 3 clusters Score -2.250839e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170489 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -22509472.000000 Penalty: 6031.449219
	Iteration 56Q: 3 clusters Score -2.250947e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -22510672.000000 Penalty: 6031.449219
	Iteration 57Q: 3 clusters Score -2.251067e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176549 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -22512144.000000 Penalty: 6031.449219
	Iteration 58Q: 3 clusters Score -2.251214e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179301 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -22513520.000000 Penalty: 6031.449219
	Iteration 59Q: 3 clusters Score -2.251352e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181715 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -22514692.000000 Penalty: 6031.449219
	Iteration 60F: 3 clusters Score -2.251469e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183722 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -22515638.000000 Penalty: 6031.449219
	Iteration 61Q: 3 clusters Score -2.251564e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185323 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -22516406.000000 Penalty: 6031.449219
	Iteration 62Q: 3 clusters Score -2.251641e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186559 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -22516906.000000 Penalty: 6031.449219
	Iteration 63Q: 3 clusters Score -2.251691e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187481 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -22517392.000000 Penalty: 6031.449219
	Iteration 64Q: 3 clusters Score -2.251739e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188078 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -22517654.000000 Penalty: 6031.449219
	Iteration 65Q: 3 clusters Score -2.251765e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188519 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -22517866.000000 Penalty: 6031.449219
	Iteration 66Q: 3 clusters Score -2.251787e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188842 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -22518048.000000 Penalty: 6031.449219
	Iteration 67Q: 3 clusters Score -2.251805e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189105 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -22518218.000000 Penalty: 6031.449219
	Iteration 68Q: 3 clusters Score -2.251822e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189287 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -22518384.000000 Penalty: 6031.449219
	Iteration 69Q: 3 clusters Score -2.251838e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189426 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -22518542.000000 Penalty: 6031.449219
	Iteration 70Q: 3 clusters Score -2.251854e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189509 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -22518688.000000 Penalty: 6031.449219
	Iteration 71Q: 3 clusters Score -2.251869e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189546 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -22518818.000000 Penalty: 6031.449219
	Iteration 72Q: 3 clusters Score -2.251882e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189564 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -22518850.000000 Penalty: 6031.449219
	Iteration 73Q: 3 clusters Score -2.251885e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189583 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -22518890.000000 Penalty: 6031.449219
	Iteration 74Q: 3 clusters Score -2.251889e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189593 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -22518910.000000 Penalty: 6031.449219
	Iteration 75Q: 3 clusters Score -2.251891e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189589 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22518936.000000 Penalty: 6031.449219
	Iteration 76Q: 3 clusters Score -2.251894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189577 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -22518960.000000 Penalty: 6031.449219
	Iteration 77Q: 3 clusters Score -2.251896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189569 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22518988.000000 Penalty: 6031.449219
	Iteration 78Q: 3 clusters Score -2.251899e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189560 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -22518998.000000 Penalty: 6031.449219
	Iteration 79Q: 3 clusters Score -2.2519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189565 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22519014.000000 Penalty: 6031.449219
	Iteration 80F: 3 clusters Score -2.251901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189564 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -22519002.000000 Penalty: 6031.449219
	Iteration 81Q: 3 clusters Score -2.2519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189562 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -22518990.000000 Penalty: 6031.449219
	Iteration 82Q: 3 clusters Score -2.251899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189558 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22518982.000000 Penalty: 6031.449219
	Iteration 83Q: 3 clusters Score -2.251898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189554 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22519006.000000 Penalty: 6031.449219
	Iteration 84Q: 3 clusters Score -2.251901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189550 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -22519018.000000 Penalty: 6031.449219
	Iteration 85Q: 3 clusters Score -2.251902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189543 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -22519006.000000 Penalty: 6031.449219
	Iteration 86Q: 3 clusters Score -2.251901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189537 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -22519012.000000 Penalty: 6031.449219
	Iteration 87Q: 3 clusters Score -2.251901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189530 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -22519018.000000 Penalty: 6031.449219
	Iteration 88Q: 3 clusters Score -2.251902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189525 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -22519028.000000 Penalty: 6031.449219
	Iteration 89Q: 3 clusters Score -2.251903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189519 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22519018.000000 Penalty: 6031.449219
	Iteration 90Q: 3 clusters Score -2.251902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189518 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22519030.000000 Penalty: 6031.449219
	Iteration 91Q: 3 clusters Score -2.251903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189517 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22519048.000000 Penalty: 6031.449219
	Iteration 92Q: 3 clusters Score -2.251905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189513 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -22519044.000000 Penalty: 6031.449219
	Iteration 93Q: 3 clusters Score -2.251904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189508 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -22519030.000000 Penalty: 6031.449219
	Iteration 94Q: 3 clusters Score -2.251903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189506 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -22519042.000000 Penalty: 6031.449219
	Iteration 95Q: 3 clusters Score -2.251904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189505 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -22519044.000000 Penalty: 6031.449219
	Iteration 96Q: 3 clusters Score -2.251904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189505 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -22519044.000000 Penalty: 6031.449219
	Iteration 97F: 3 clusters Score -2.251904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Entering Unmasked Estep 
Score: -3103442.250000 Penalty: 2523.938477
	Iteration 0F: 2 clusters Score -3103442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3085275.750000 Penalty: 5047.876953
	Iteration 0F: 3 clusters Score -3085276 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3091956.750000 Penalty: 5047.876953
	Iteration 1F: 3 clusters Score -3091957 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3092989.500000 Penalty: 5047.876953
	Iteration 2F: 3 clusters Score -3092990 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3094308.250000 Penalty: 5047.876953
	Iteration 3F: 3 clusters Score -3094308 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3096014.500000 Penalty: 5047.876953
	Iteration 4F: 3 clusters Score -3096014 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3097859.750000 Penalty: 5047.876953
	Iteration 5F: 3 clusters Score -3097860 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3099406.250000 Penalty: 5047.876953
	Iteration 6F: 3 clusters Score -3099406 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3100538.250000 Penalty: 5047.876953
	Iteration 7Q: 3 clusters Score -3100538 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3101182.250000 Penalty: 5047.876953
	Iteration 8Q: 3 clusters Score -3101182 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3101489.500000 Penalty: 5047.876953
	Iteration 9Q: 3 clusters Score -3101490 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3101669.250000 Penalty: 5047.876953
	Iteration 10Q: 3 clusters Score -3101669 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3101767.750000 Penalty: 5047.876953
	Iteration 11Q: 3 clusters Score -3101768 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3101853.750000 Penalty: 5047.876953
	Iteration 12Q: 3 clusters Score -3101854 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3101917.750000 Penalty: 5047.876953
	Iteration 13Q: 3 clusters Score -3101918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3101958.000000 Penalty: 5047.876953
	Iteration 14Q: 3 clusters Score -3101958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3101974.750000 Penalty: 5047.876953
	Iteration 15Q: 3 clusters Score -3101975 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3102005.250000 Penalty: 5047.876953
	Iteration 16Q: 3 clusters Score -3102005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3102030.750000 Penalty: 5047.876953
	Iteration 17Q: 3 clusters Score -3102031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3102044.250000 Penalty: 5047.876953
	Iteration 18Q: 3 clusters Score -3102044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3102060.500000 Penalty: 5047.876953
	Iteration 19Q: 3 clusters Score -3102060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3102066.500000 Penalty: 5047.876953
	Iteration 20F: 3 clusters Score -3102066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3102071.500000 Penalty: 5047.876953
	Iteration 21Q: 3 clusters Score -3102072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3102075.000000 Penalty: 5047.876953
	Iteration 22Q: 3 clusters Score -3102075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3102075.000000 Penalty: 5047.876953
	Iteration 23Q: 3 clusters Score -3102075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3102084.000000 Penalty: 5047.876953
	Iteration 24Q: 3 clusters Score -3102084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3102087.250000 Penalty: 5047.876953
	Iteration 25Q: 3 clusters Score -3102087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3102087.250000 Penalty: 5047.876953
	Iteration 26Q: 3 clusters Score -3102087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3102089.750000 Penalty: 5047.876953
	Iteration 27Q: 3 clusters Score -3102090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3102099.750000 Penalty: 5047.876953
	Iteration 28Q: 3 clusters Score -3102100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3102103.250000 Penalty: 5047.876953
	Iteration 29Q: 3 clusters Score -3102103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3102104.000000 Penalty: 5047.876953
	Iteration 30Q: 3 clusters Score -3102104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3102105.000000 Penalty: 5047.876953
	Iteration 31Q: 3 clusters Score -3102105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3102107.500000 Penalty: 5047.876953
	Iteration 32Q: 3 clusters Score -3102108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3102110.000000 Penalty: 5047.876953
	Iteration 33Q: 3 clusters Score -3102110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3102108.500000 Penalty: 5047.876953
	Iteration 34Q: 3 clusters Score -3102108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3102109.500000 Penalty: 5047.876953
	Iteration 35Q: 3 clusters Score -3102110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3102106.750000 Penalty: 5047.876953
	Iteration 36Q: 3 clusters Score -3102107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3102114.000000 Penalty: 5047.876953
	Iteration 37Q: 3 clusters Score -3102114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3102112.750000 Penalty: 5047.876953
	Iteration 38Q: 3 clusters Score -3102113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3102111.750000 Penalty: 5047.876953
	Iteration 39Q: 3 clusters Score -3102112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3102117.250000 Penalty: 5047.876953
	Iteration 40F: 3 clusters Score -3102117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Entering Unmasked Estep 
Score: -1076146.750000 Penalty: 2263.270020
	Iteration 0F: 2 clusters Score -1076147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1068973.750000 Penalty: 4526.540039
	Iteration 0F: 3 clusters Score -1068974 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1071018.750000 Penalty: 4526.540039
	Iteration 1F: 3 clusters Score -1071019 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1071356.125000 Penalty: 4526.540039
	Iteration 2F: 3 clusters Score -1071356 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1071647.375000 Penalty: 4526.540039
	Iteration 3F: 3 clusters Score -1071647 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1071866.750000 Penalty: 4526.540039
	Iteration 4Q: 3 clusters Score -1071867 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1072087.500000 Penalty: 4526.540039
	Iteration 5Q: 3 clusters Score -1072088 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1072296.500000 Penalty: 4526.540039
	Iteration 6Q: 3 clusters Score -1072296 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1072543.750000 Penalty: 4526.540039
	Iteration 7Q: 3 clusters Score -1072544 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1072842.500000 Penalty: 4526.540039
	Iteration 8Q: 3 clusters Score -1072842 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1073118.875000 Penalty: 4526.540039
	Iteration 9Q: 3 clusters Score -1073119 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1073358.625000 Penalty: 4526.540039
	Iteration 10Q: 3 clusters Score -1073359 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1073514.250000 Penalty: 4526.540039
	Iteration 11Q: 3 clusters Score -1073514 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1073637.875000 Penalty: 4526.540039
	Iteration 12Q: 3 clusters Score -1073638 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1073727.250000 Penalty: 4526.540039
	Iteration 13Q: 3 clusters Score -1073727 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1073792.750000 Penalty: 4526.540039
	Iteration 14Q: 3 clusters Score -1073793 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1073836.750000 Penalty: 4526.540039
	Iteration 15Q: 3 clusters Score -1073837 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1073865.750000 Penalty: 4526.540039
	Iteration 16Q: 3 clusters Score -1073866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1073886.250000 Penalty: 4526.540039
	Iteration 17Q: 3 clusters Score -1073886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1073898.625000 Penalty: 4526.540039
	Iteration 18Q: 3 clusters Score -1073899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1073907.625000 Penalty: 4526.540039
	Iteration 19Q: 3 clusters Score -1073908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1073912.625000 Penalty: 4526.540039
	Iteration 20F: 3 clusters Score -1073913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1073915.500000 Penalty: 4526.540039
	Iteration 21Q: 3 clusters Score -1073916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1073917.750000 Penalty: 4526.540039
	Iteration 22Q: 3 clusters Score -1073918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1073922.500000 Penalty: 4526.540039
	Iteration 23Q: 3 clusters Score -1073922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1073923.250000 Penalty: 4526.540039
	Iteration 24Q: 3 clusters Score -1073923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1073928.250000 Penalty: 4526.540039
	Iteration 25Q: 3 clusters Score -1073928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1073926.875000 Penalty: 4526.540039
	Iteration 26Q: 3 clusters Score -1073927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1073927.875000 Penalty: 4526.540039
	Iteration 27Q: 3 clusters Score -1073928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1073928.125000 Penalty: 4526.540039
	Iteration 28Q: 3 clusters Score -1073928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1073928.000000 Penalty: 4526.540039
	Iteration 29Q: 3 clusters Score -1073928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1073928.875000 Penalty: 4526.540039
	Iteration 30Q: 3 clusters Score -1073929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1073928.875000 Penalty: 4526.540039
	Iteration 31F: 3 clusters Score -1073929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Entering Unmasked Estep 
Score: -2011353.375000 Penalty: 2415.643311
	Iteration 0F: 2 clusters Score -2011353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1999253.000000 Penalty: 4831.286621
	Iteration 0F: 3 clusters Score -1999253 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2003240.750000 Penalty: 4831.286621
	Iteration 1F: 3 clusters Score -2003241 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2003678.000000 Penalty: 4831.286621
	Iteration 2F: 3 clusters Score -2003678 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2004081.125000 Penalty: 4831.286621
	Iteration 3F: 3 clusters Score -2004081 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2004426.500000 Penalty: 4831.286621
	Iteration 4Q: 3 clusters Score -2004426 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2004784.625000 Penalty: 4831.286621
	Iteration 5Q: 3 clusters Score -2004785 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2005210.500000 Penalty: 4831.286621
	Iteration 6Q: 3 clusters Score -2005210 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2005740.250000 Penalty: 4831.286621
	Iteration 7F: 3 clusters Score -2005740 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2006357.375000 Penalty: 4831.286621
	Iteration 8F: 3 clusters Score -2006357 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2007093.375000 Penalty: 4831.286621
	Iteration 9F: 3 clusters Score -2007093 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2007830.125000 Penalty: 4831.286621
	Iteration 10Q: 3 clusters Score -2007830 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2008500.875000 Penalty: 4831.286621
	Iteration 11Q: 3 clusters Score -2008501 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2008969.375000 Penalty: 4831.286621
	Iteration 12Q: 3 clusters Score -2008969 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2009292.000000 Penalty: 4831.286621
	Iteration 13Q: 3 clusters Score -2009292 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2009487.250000 Penalty: 4831.286621
	Iteration 14Q: 3 clusters Score -2009487 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2009612.375000 Penalty: 4831.286621
	Iteration 15Q: 3 clusters Score -2009612 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2009679.875000 Penalty: 4831.286621
	Iteration 16Q: 3 clusters Score -2009680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2009714.125000 Penalty: 4831.286621
	Iteration 17Q: 3 clusters Score -2009714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2009745.375000 Penalty: 4831.286621
	Iteration 18Q: 3 clusters Score -2009745 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2009772.375000 Penalty: 4831.286621
	Iteration 19Q: 3 clusters Score -2009772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2009790.375000 Penalty: 4831.286621
	Iteration 20F: 3 clusters Score -2009790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2009796.000000 Penalty: 4831.286621
	Iteration 21Q: 3 clusters Score -2009796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2009804.875000 Penalty: 4831.286621
	Iteration 22Q: 3 clusters Score -2009805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2009809.625000 Penalty: 4831.286621
	Iteration 23Q: 3 clusters Score -2009810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2009816.750000 Penalty: 4831.286621
	Iteration 24Q: 3 clusters Score -2009817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2009819.625000 Penalty: 4831.286621
	Iteration 25Q: 3 clusters Score -2009820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2009824.000000 Penalty: 4831.286621
	Iteration 26Q: 3 clusters Score -2009824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2009825.000000 Penalty: 4831.286621
	Iteration 27Q: 3 clusters Score -2009825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2009826.250000 Penalty: 4831.286621
	Iteration 28Q: 3 clusters Score -2009826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2009828.625000 Penalty: 4831.286621
	Iteration 29Q: 3 clusters Score -2009829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2009831.625000 Penalty: 4831.286621
	Iteration 30Q: 3 clusters Score -2009832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2009833.250000 Penalty: 4831.286621
	Iteration 31Q: 3 clusters Score -2009833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2009833.375000 Penalty: 4831.286621
	Iteration 32Q: 3 clusters Score -2009833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2009832.625000 Penalty: 4831.286621
	Iteration 33Q: 3 clusters Score -2009833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2009835.000000 Penalty: 4831.286621
	Iteration 34Q: 3 clusters Score -2009835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2009835.000000 Penalty: 4831.286621
	Iteration 35F: 3 clusters Score -2009835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -52054.761719 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -52054.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50676.429688 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -50676.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50896.832031 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -50896.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51017.296875 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -51017.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51111.035156 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -51111.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51179.203125 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -51179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51229.925781 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -51229.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51300.378906 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -51300.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51413.417969 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -51413.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51498.031250 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -51498.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51563.433594 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -51563.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51622.824219 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -51622.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51622.824219 Penalty: 2930.409180
	Iteration 11F: 3 clusters Score -51622.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -131705.343750 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -131705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129981.835938 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -129981.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -130960.640625 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -130960.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131541.250000 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -131541.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131805.140625 Penalty: 3434.119873
	Iteration 3F: 3 clusters Score -131805.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131908.078125 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -131908.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -131978.781250 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -131978.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132029.812500 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -132029.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132055.406250 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -132055.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -132072.171875 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -132072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -132075.250000 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -132075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132077.234375 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -132077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132079.421875 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -132079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132079.421875 Penalty: 3434.119873
	Iteration 12F: 3 clusters Score -132079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 49809 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 22966 members 
Mstep: Class 9 contains 191029 members 
Mstep: Class 10 contains 26296 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 16992 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176025 members 
Mstep: Class 18 contains 7886 members 
Mstep: Class 19 contains 51951 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 9473 members 
Mstep: Class 22 contains 6385 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11514 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 73997 members 
Mstep: Class 27 contains 106361 members 
Mstep: Class 28 contains 10747 members 
Mstep: Class 29 contains 41136 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8545 members 
Mstep: Class 34 contains 36365 members 
Mstep: Class 35 contains 4021 members 
Mstep: Class 36 contains 12395 members 
Mstep: Class 37 contains 12656 members 
Mstep: Class 38 contains 10755 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16160 members 
Mstep: Class 42 contains 25767 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 501 members 
Mstep: Class 45 contains 944 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17459 members 
Mstep: Class 49 contains 7811 members 
Mstep: Class 50 contains 5470 members 
Mstep: Class 51 contains 31519 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9901 members 
Mstep: Class 55 contains 14628 members 
Mstep: Class 56 contains 4286 members 
Mstep: Class 57 contains 11610 members 
Mstep: Class 58 contains 25211 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5465 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 335 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1535 members 
Mstep: Class 67 contains 17717 members 
Mstep: Class 68 contains 552 members 
Entering Unmasked Estep 
Score: -133771368.000000 Penalty: 235750.062500
Splitting cluster 14 changes total score from -133772568.000000 to -133771368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -129244.828125 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -129244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -127532.101562 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -127532.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -128450.500000 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -128450.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129062.304688 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -129062.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -129418.625000 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -129418.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -129530.328125 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -129530.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -129568.296875 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -129568.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129596.273438 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -129596.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -129621.890625 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -129621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -129693.812500 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -129693.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -129716.476562 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -129716.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129728.953125 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -129729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129729.835938 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -129729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129729.835938 Penalty: 3416.731934
	Iteration 12F: 3 clusters Score -129729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 49809 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 22966 members 
Mstep: Class 9 contains 191029 members 
Mstep: Class 10 contains 26296 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 16992 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 453 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 176025 members 
Mstep: Class 18 contains 7886 members 
Mstep: Class 19 contains 51951 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 9473 members 
Mstep: Class 22 contains 6385 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 11514 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 73997 members 
Mstep: Class 27 contains 106361 members 
Mstep: Class 28 contains 10747 members 
Mstep: Class 29 contains 41136 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 8545 members 
Mstep: Class 34 contains 36365 members 
Mstep: Class 35 contains 4021 members 
Mstep: Class 36 contains 12395 members 
Mstep: Class 37 contains 12656 members 
Mstep: Class 38 contains 10755 members 
Mstep: Class 39 contains 4054 members 
Mstep: Class 40 contains 420 members 
Mstep: Class 41 contains 16160 members 
Mstep: Class 42 contains 25767 members 
Mstep: Class 43 contains 821 members 
Mstep: Class 44 contains 501 members 
Mstep: Class 45 contains 944 members 
Mstep: Class 46 contains 5503 members 
Mstep: Class 47 contains 6255 members 
Mstep: Class 48 contains 17459 members 
Mstep: Class 49 contains 7811 members 
Mstep: Class 50 contains 5470 members 
Mstep: Class 51 contains 31519 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 9901 members 
Mstep: Class 55 contains 14628 members 
Mstep: Class 56 contains 4286 members 
Mstep: Class 57 contains 11610 members 
Mstep: Class 58 contains 25211 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 2628 members 
Mstep: Class 61 contains 5465 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 335 members 
Mstep: Class 65 contains 316 members 
Mstep: Class 66 contains 1535 members 
Mstep: Class 67 contains 17717 members 
Mstep: Class 68 contains 528 members 
Entering Unmasked Estep 
Score: -133771432.000000 Penalty: 235750.062500
Splitting cluster 15 changes total score from -133772568.000000 to -133771432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -50718.683594 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -50718.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49257.253906 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -49257.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49516.894531 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -49516.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49637.742188 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -49637.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49690.019531 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -49690.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49729.761719 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -49729.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49759.625000 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -49759.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49791.324219 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -49791.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49833.132812 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -49833.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49910.890625 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -49910.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49996.484375 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -49996.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50081.203125 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -50081.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50141.328125 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -50141.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50260.566406 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -50260.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50337.675781 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -50337.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50384.117188 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -50384.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50404.738281 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -50404.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50420.234375 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -50420.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50445.832031 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -50445.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50451.417969 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -50451.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50465.363281 Penalty: 3123.366211
	Iteration 19F: 3 clusters Score -50465.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50545.417969 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -50545.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50596.507812 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -50596.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50611.765625 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -50611.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50613.527344 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -50613.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50613.527344 Penalty: 3123.366211
	Iteration 24F: 3 clusters Score -50613.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (176025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176025 members 
Entering Unmasked Estep 
Score: -20749488.000000 Penalty: 2995.438721
	Iteration 0F: 2 clusters Score -2.074949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -20632854.000000 Penalty: 5990.877441
	Iteration 0F: 3 clusters Score -2.063285e+07 nChanged 84253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -20682246.000000 Penalty: 5990.877441
	Iteration 1F: 3 clusters Score -2.068225e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -20684456.000000 Penalty: 5990.877441
	Iteration 2Q: 3 clusters Score -2.068446e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -20688188.000000 Penalty: 5990.877441
	Iteration 3Q: 3 clusters Score -2.068819e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 118447 members 
Entering Unmasked Estep 
Score: -20695598.000000 Penalty: 5990.877441
	Iteration 4F: 3 clusters Score -2.06956e+07 nChanged 15362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 133241 members 
Entering Unmasked Estep 
Score: -20708210.000000 Penalty: 5990.877441
	Iteration 5F: 3 clusters Score -2.070821e+07 nChanged 16268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 149071 members 
Entering Unmasked Estep 
Score: -20723534.000000 Penalty: 5990.877441
	Iteration 6F: 3 clusters Score -2.072353e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 161329 members 
Entering Unmasked Estep 
Score: -20735286.000000 Penalty: 5990.877441
	Iteration 7F: 3 clusters Score -2.073529e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -20741510.000000 Penalty: 5990.877441
	Iteration 8Q: 3 clusters Score -2.074151e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 172216 members 
Entering Unmasked Estep 
Score: -20744478.000000 Penalty: 5990.877441
	Iteration 9Q: 3 clusters Score -2.074448e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 173991 members 
Entering Unmasked Estep 
Score: -20745928.000000 Penalty: 5990.877441
	Iteration 10Q: 3 clusters Score -2.074593e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 174751 members 
Entering Unmasked Estep 
Score: -20746510.000000 Penalty: 5990.877441
	Iteration 11Q: 3 clusters Score -2.074651e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 175098 members 
Entering Unmasked Estep 
Score: -20746816.000000 Penalty: 5990.877441
	Iteration 12Q: 3 clusters Score -2.074682e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 175274 members 
Entering Unmasked Estep 
Score: -20746996.000000 Penalty: 5990.877441
	Iteration 13Q: 3 clusters Score -2.0747e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 175355 members 
Entering Unmasked Estep 
Score: -20747018.000000 Penalty: 5990.877441
	Iteration 14Q: 3 clusters Score -2.074702e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 175402 members 
Entering Unmasked Estep 
Score: -20747086.000000 Penalty: 5990.877441
	Iteration 15Q: 3 clusters Score -2.074709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 175439 members 
Entering Unmasked Estep 
Score: -20747094.000000 Penalty: 5990.877441
	Iteration 16Q: 3 clusters Score -2.074709e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 175463 members 
Entering Unmasked Estep 
Score: -20747124.000000 Penalty: 5990.877441
	Iteration 17Q: 3 clusters Score -2.074712e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 175478 members 
Entering Unmasked Estep 
Score: -20747136.000000 Penalty: 5990.877441
	Iteration 18Q: 3 clusters Score -2.074714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175482 members 
Entering Unmasked Estep 
Score: -20747176.000000 Penalty: 5990.877441
	Iteration 19Q: 3 clusters Score -2.074718e+07 nChanged 17
Entering Unm